[2024-12-12 12:51:31,027][demucs.train][INFO] - For logs, checkpoints and samples check /gpfs/mariana/home/orsier/demucs/outputs/xps/22094820
[2024-12-12 12:51:31,027][dora.distrib][INFO] - world_size is 1, skipping init.
[2024-12-12 12:51:36,208][demucs.train][INFO] - train/valid set size: 178 20
[2024-12-12 12:51:36,211][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:51:36,211][demucs.solver][INFO] - Training...
[2024-12-12 12:51:45,912][demucs.solver][INFO] - Train | Epoch 1 | 1/14 | 0.23 it/sec | Loss 0.2679 | Reco 0.2679 | Grad 0.2118
[2024-12-12 12:51:46,559][demucs.solver][INFO] - Train | Epoch 1 | 2/14 | 0.32 it/sec | Loss 0.2675 | Reco 0.2675 | Grad 0.1926
[2024-12-12 12:51:47,201][demucs.solver][INFO] - Train | Epoch 1 | 3/14 | 0.40 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 0.1907
[2024-12-12 12:51:47,843][demucs.solver][INFO] - Train | Epoch 1 | 4/14 | 0.47 it/sec | Loss 0.2834 | Reco 0.2834 | Grad 0.1986
[2024-12-12 12:51:48,481][demucs.solver][INFO] - Train | Epoch 1 | 5/14 | 0.53 it/sec | Loss 0.2971 | Reco 0.2971 | Grad 0.2003
[2024-12-12 12:51:49,122][demucs.solver][INFO] - Train | Epoch 1 | 6/14 | 0.59 it/sec | Loss 0.2981 | Reco 0.2981 | Grad 0.2013
[2024-12-12 12:51:49,757][demucs.solver][INFO] - Train | Epoch 1 | 7/14 | 0.64 it/sec | Loss 0.2978 | Reco 0.2978 | Grad 0.1994
[2024-12-12 12:51:50,392][demucs.solver][INFO] - Train | Epoch 1 | 8/14 | 0.68 it/sec | Loss 0.2909 | Reco 0.2909 | Grad 0.1968
[2024-12-12 12:51:51,027][demucs.solver][INFO] - Train | Epoch 1 | 9/14 | 0.72 it/sec | Loss 0.2912 | Reco 0.2912 | Grad 0.1987
[2024-12-12 12:51:51,660][demucs.solver][INFO] - Train | Epoch 1 | 10/14 | 0.76 it/sec | Loss 0.2908 | Reco 0.2908 | Grad 0.2009
[2024-12-12 12:51:52,292][demucs.solver][INFO] - Train | Epoch 1 | 11/14 | 0.79 it/sec | Loss 0.2878 | Reco 0.2878 | Grad 0.2023
[2024-12-12 12:51:52,921][demucs.solver][INFO] - Train | Epoch 1 | 12/14 | 0.83 it/sec | Loss 0.2902 | Reco 0.2902 | Grad 0.2043
[2024-12-12 12:51:53,552][demucs.solver][INFO] - Train | Epoch 1 | 13/14 | 0.86 it/sec | Loss 0.2915 | Reco 0.2915 | Grad 0.2045
[2024-12-12 12:51:53,677][demucs.solver][INFO] - Train Summary | Epoch 1 | Loss=0.2915 | Reco=0.2915 | Grad=0.2045
[2024-12-12 12:51:53,677][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:51:53,677][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:51:55,483][demucs.solver][INFO] - Valid | Epoch 1 | 1/20 | 2.61 it/sec | Loss 0.6707 | Reco 0.6707 | Nsdr 0.016
[2024-12-12 12:51:55,738][demucs.solver][INFO] - Valid | Epoch 1 | 2/20 | 2.94 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 0.019
[2024-12-12 12:51:55,998][demucs.solver][INFO] - Valid | Epoch 1 | 3/20 | 3.13 it/sec | Loss 0.5856 | Reco 0.5856 | Nsdr 0.020
[2024-12-12 12:51:56,226][demucs.solver][INFO] - Valid | Epoch 1 | 4/20 | 3.32 it/sec | Loss 0.6067 | Reco 0.6067 | Nsdr 0.016
[2024-12-12 12:51:56,419][demucs.solver][INFO] - Valid | Epoch 1 | 5/20 | 3.53 it/sec | Loss 0.6304 | Reco 0.6304 | Nsdr 0.016
[2024-12-12 12:51:56,614][demucs.solver][INFO] - Valid | Epoch 1 | 6/20 | 3.69 it/sec | Loss 0.6151 | Reco 0.6151 | Nsdr 0.013
[2024-12-12 12:51:56,788][demucs.solver][INFO] - Valid | Epoch 1 | 7/20 | 3.86 it/sec | Loss 0.6367 | Reco 0.6367 | Nsdr 0.013
[2024-12-12 12:51:56,966][demucs.solver][INFO] - Valid | Epoch 1 | 8/20 | 4.00 it/sec | Loss 0.6550 | Reco 0.6550 | Nsdr 0.013
[2024-12-12 12:51:57,077][demucs.solver][INFO] - Valid | Epoch 1 | 9/20 | 4.24 it/sec | Loss 0.6559 | Reco 0.6559 | Nsdr 0.014
[2024-12-12 12:51:57,270][demucs.solver][INFO] - Valid | Epoch 1 | 10/20 | 4.31 it/sec | Loss 0.6463 | Reco 0.6463 | Nsdr 0.014
[2024-12-12 12:51:57,377][demucs.solver][INFO] - Valid | Epoch 1 | 11/20 | 4.51 it/sec | Loss 0.6530 | Reco 0.6530 | Nsdr 0.014
[2024-12-12 12:51:57,573][demucs.solver][INFO] - Valid | Epoch 1 | 12/20 | 4.55 it/sec | Loss 0.6607 | Reco 0.6607 | Nsdr 0.013
[2024-12-12 12:51:57,752][demucs.solver][INFO] - Valid | Epoch 1 | 13/20 | 4.61 it/sec | Loss 0.6689 | Reco 0.6689 | Nsdr 0.013
[2024-12-12 12:51:57,841][demucs.solver][INFO] - Valid | Epoch 1 | 14/20 | 4.80 it/sec | Loss 0.6670 | Reco 0.6670 | Nsdr 0.013
[2024-12-12 12:51:57,950][demucs.solver][INFO] - Valid | Epoch 1 | 15/20 | 4.95 it/sec | Loss 0.6684 | Reco 0.6684 | Nsdr 0.013
[2024-12-12 12:51:58,130][demucs.solver][INFO] - Valid | Epoch 1 | 16/20 | 4.98 it/sec | Loss 0.6720 | Reco 0.6720 | Nsdr 0.014
[2024-12-12 12:51:58,327][demucs.solver][INFO] - Valid | Epoch 1 | 17/20 | 4.99 it/sec | Loss 0.6598 | Reco 0.6598 | Nsdr 0.014
[2024-12-12 12:51:58,435][demucs.solver][INFO] - Valid | Epoch 1 | 18/20 | 5.11 it/sec | Loss 0.6423 | Reco 0.6423 | Nsdr 0.014
[2024-12-12 12:51:58,545][demucs.solver][INFO] - Valid | Epoch 1 | 19/20 | 5.23 it/sec | Loss 0.6417 | Reco 0.6417 | Nsdr 0.016
[2024-12-12 12:51:58,760][demucs.solver][INFO] - Valid Summary | Epoch 1 | Loss=0.6417 | Reco=0.6417 | Nsdr=0.016 | Best=0.6417 | Bname=main
[2024-12-12 12:51:58,760][demucs.solver][INFO] - New best valid loss 0.6417
[2024-12-12 12:52:00,575][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:52:00,576][demucs.solver][INFO] - Training...
[2024-12-12 12:52:08,340][demucs.solver][INFO] - Train | Epoch 2 | 1/14 | 0.30 it/sec | Loss 0.2938 | Reco 0.2938 | Grad 0.2023
[2024-12-12 12:52:08,978][demucs.solver][INFO] - Train | Epoch 2 | 2/14 | 0.41 it/sec | Loss 0.2916 | Reco 0.2916 | Grad 0.2104
[2024-12-12 12:52:09,619][demucs.solver][INFO] - Train | Epoch 2 | 3/14 | 0.50 it/sec | Loss 0.2916 | Reco 0.2916 | Grad 0.2002
[2024-12-12 12:52:10,253][demucs.solver][INFO] - Train | Epoch 2 | 4/14 | 0.58 it/sec | Loss 0.2922 | Reco 0.2922 | Grad 0.2106
[2024-12-12 12:52:11,038][demucs.solver][INFO] - Train | Epoch 2 | 5/14 | 0.64 it/sec | Loss 0.2975 | Reco 0.2975 | Grad 0.2119
[2024-12-12 12:52:11,670][demucs.solver][INFO] - Train | Epoch 2 | 6/14 | 0.70 it/sec | Loss 0.2987 | Reco 0.2987 | Grad 0.2120
[2024-12-12 12:52:12,299][demucs.solver][INFO] - Train | Epoch 2 | 7/14 | 0.75 it/sec | Loss 0.3058 | Reco 0.3058 | Grad 0.2143
[2024-12-12 12:52:12,930][demucs.solver][INFO] - Train | Epoch 2 | 8/14 | 0.80 it/sec | Loss 0.3050 | Reco 0.3050 | Grad 0.2150
[2024-12-12 12:52:13,562][demucs.solver][INFO] - Train | Epoch 2 | 9/14 | 0.84 it/sec | Loss 0.3052 | Reco 0.3052 | Grad 0.2132
[2024-12-12 12:52:14,195][demucs.solver][INFO] - Train | Epoch 2 | 10/14 | 0.88 it/sec | Loss 0.3084 | Reco 0.3084 | Grad 0.2150
[2024-12-12 12:52:14,833][demucs.solver][INFO] - Train | Epoch 2 | 11/14 | 0.91 it/sec | Loss 0.3079 | Reco 0.3079 | Grad 0.2145
[2024-12-12 12:52:15,469][demucs.solver][INFO] - Train | Epoch 2 | 12/14 | 0.94 it/sec | Loss 0.3014 | Reco 0.3014 | Grad 0.2096
[2024-12-12 12:52:16,108][demucs.solver][INFO] - Train | Epoch 2 | 13/14 | 0.97 it/sec | Loss 0.2991 | Reco 0.2991 | Grad 0.2091
[2024-12-12 12:52:16,311][demucs.solver][INFO] - Train Summary | Epoch 2 | Loss=0.2991 | Reco=0.2991 | Grad=0.2091
[2024-12-12 12:52:16,312][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:52:16,312][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:52:17,914][demucs.solver][INFO] - Valid | Epoch 2 | 1/20 | 4.91 it/sec | Loss 0.6631 | Reco 0.6631 | Nsdr 0.098
[2024-12-12 12:52:18,038][demucs.solver][INFO] - Valid | Epoch 2 | 2/20 | 5.64 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 0.099
[2024-12-12 12:52:18,223][demucs.solver][INFO] - Valid | Epoch 2 | 3/20 | 5.58 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 0.097
[2024-12-12 12:52:18,337][demucs.solver][INFO] - Valid | Epoch 2 | 4/20 | 6.02 it/sec | Loss 0.5986 | Reco 0.5986 | Nsdr 0.093
[2024-12-12 12:52:18,438][demucs.solver][INFO] - Valid | Epoch 2 | 5/20 | 6.44 it/sec | Loss 0.6224 | Reco 0.6224 | Nsdr 0.092
[2024-12-12 12:52:18,549][demucs.solver][INFO] - Valid | Epoch 2 | 6/20 | 6.71 it/sec | Loss 0.6069 | Reco 0.6069 | Nsdr 0.090
[2024-12-12 12:52:18,648][demucs.solver][INFO] - Valid | Epoch 2 | 7/20 | 7.01 it/sec | Loss 0.6286 | Reco 0.6286 | Nsdr 0.089
[2024-12-12 12:52:18,825][demucs.solver][INFO] - Valid | Epoch 2 | 8/20 | 6.83 it/sec | Loss 0.6470 | Reco 0.6470 | Nsdr 0.089
[2024-12-12 12:52:18,937][demucs.solver][INFO] - Valid | Epoch 2 | 9/20 | 6.99 it/sec | Loss 0.6476 | Reco 0.6476 | Nsdr 0.090
[2024-12-12 12:52:19,038][demucs.solver][INFO] - Valid | Epoch 2 | 10/20 | 7.18 it/sec | Loss 0.6381 | Reco 0.6381 | Nsdr 0.089
[2024-12-12 12:52:19,230][demucs.solver][INFO] - Valid | Epoch 2 | 11/20 | 6.96 it/sec | Loss 0.6448 | Reco 0.6448 | Nsdr 0.089
[2024-12-12 12:52:19,419][demucs.solver][INFO] - Valid | Epoch 2 | 12/20 | 6.80 it/sec | Loss 0.6528 | Reco 0.6528 | Nsdr 0.087
[2024-12-12 12:52:19,605][demucs.solver][INFO] - Valid | Epoch 2 | 13/20 | 6.67 it/sec | Loss 0.6610 | Reco 0.6610 | Nsdr 0.087
[2024-12-12 12:52:19,709][demucs.solver][INFO] - Valid | Epoch 2 | 14/20 | 6.81 it/sec | Loss 0.6591 | Reco 0.6591 | Nsdr 0.087
[2024-12-12 12:52:19,811][demucs.solver][INFO] - Valid | Epoch 2 | 15/20 | 6.94 it/sec | Loss 0.6605 | Reco 0.6605 | Nsdr 0.087
[2024-12-12 12:52:19,927][demucs.solver][INFO] - Valid | Epoch 2 | 16/20 | 7.02 it/sec | Loss 0.6642 | Reco 0.6642 | Nsdr 0.088
[2024-12-12 12:52:20,040][demucs.solver][INFO] - Valid | Epoch 2 | 17/20 | 7.10 it/sec | Loss 0.6520 | Reco 0.6520 | Nsdr 0.088
[2024-12-12 12:52:20,155][demucs.solver][INFO] - Valid | Epoch 2 | 18/20 | 7.17 it/sec | Loss 0.6343 | Reco 0.6343 | Nsdr 0.088
[2024-12-12 12:52:20,270][demucs.solver][INFO] - Valid | Epoch 2 | 19/20 | 7.24 it/sec | Loss 0.6336 | Reco 0.6336 | Nsdr 0.089
[2024-12-12 12:52:20,512][demucs.solver][INFO] - Valid Summary | Epoch 2 | Loss=0.6336 | Reco=0.6336 | Nsdr=0.089 | Best=0.6336 | Bname=main
[2024-12-12 12:52:20,513][demucs.solver][INFO] - New best valid loss 0.6336
[2024-12-12 12:52:22,195][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:52:22,195][demucs.solver][INFO] - Training...
[2024-12-12 12:52:30,192][demucs.solver][INFO] - Train | Epoch 3 | 1/14 | 0.30 it/sec | Loss 0.3187 | Reco 0.3187 | Grad 0.1760
[2024-12-12 12:52:30,828][demucs.solver][INFO] - Train | Epoch 3 | 2/14 | 0.41 it/sec | Loss 0.2999 | Reco 0.2999 | Grad 0.1799
[2024-12-12 12:52:31,464][demucs.solver][INFO] - Train | Epoch 3 | 3/14 | 0.50 it/sec | Loss 0.2986 | Reco 0.2986 | Grad 0.1825
[2024-12-12 12:52:32,090][demucs.solver][INFO] - Train | Epoch 3 | 4/14 | 0.58 it/sec | Loss 0.2894 | Reco 0.2894 | Grad 0.1845
[2024-12-12 12:52:32,716][demucs.solver][INFO] - Train | Epoch 3 | 5/14 | 0.65 it/sec | Loss 0.2813 | Reco 0.2813 | Grad 0.1867
[2024-12-12 12:52:33,342][demucs.solver][INFO] - Train | Epoch 3 | 6/14 | 0.71 it/sec | Loss 0.2774 | Reco 0.2774 | Grad 0.1889
[2024-12-12 12:52:33,968][demucs.solver][INFO] - Train | Epoch 3 | 7/14 | 0.76 it/sec | Loss 0.2849 | Reco 0.2849 | Grad 0.1873
[2024-12-12 12:52:34,593][demucs.solver][INFO] - Train | Epoch 3 | 8/14 | 0.81 it/sec | Loss 0.2847 | Reco 0.2847 | Grad 0.1879
[2024-12-12 12:52:35,224][demucs.solver][INFO] - Train | Epoch 3 | 9/14 | 0.85 it/sec | Loss 0.2826 | Reco 0.2826 | Grad 0.1854
[2024-12-12 12:52:35,855][demucs.solver][INFO] - Train | Epoch 3 | 10/14 | 0.89 it/sec | Loss 0.2854 | Reco 0.2854 | Grad 0.1869
[2024-12-12 12:52:36,481][demucs.solver][INFO] - Train | Epoch 3 | 11/14 | 0.92 it/sec | Loss 0.2842 | Reco 0.2842 | Grad 0.1858
[2024-12-12 12:52:37,107][demucs.solver][INFO] - Train | Epoch 3 | 12/14 | 0.96 it/sec | Loss 0.2840 | Reco 0.2840 | Grad 0.1845
[2024-12-12 12:52:37,732][demucs.solver][INFO] - Train | Epoch 3 | 13/14 | 0.98 it/sec | Loss 0.2816 | Reco 0.2816 | Grad 0.1833
[2024-12-12 12:52:37,949][demucs.solver][INFO] - Train Summary | Epoch 3 | Loss=0.2816 | Reco=0.2816 | Grad=0.1833
[2024-12-12 12:52:37,949][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:52:37,949][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:52:39,453][demucs.solver][INFO] - Valid | Epoch 3 | 1/20 | 6.45 it/sec | Loss 0.6563 | Reco 0.6563 | Nsdr 0.160
[2024-12-12 12:52:39,583][demucs.solver][INFO] - Valid | Epoch 3 | 2/20 | 6.82 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 0.167
[2024-12-12 12:52:39,673][demucs.solver][INFO] - Valid | Epoch 3 | 3/20 | 7.54 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 0.165
[2024-12-12 12:52:39,799][demucs.solver][INFO] - Valid | Epoch 3 | 4/20 | 7.63 it/sec | Loss 0.5909 | Reco 0.5909 | Nsdr 0.161
[2024-12-12 12:52:39,921][demucs.solver][INFO] - Valid | Epoch 3 | 5/20 | 7.71 it/sec | Loss 0.6148 | Reco 0.6148 | Nsdr 0.162
[2024-12-12 12:52:40,052][demucs.solver][INFO] - Valid | Epoch 3 | 6/20 | 7.70 it/sec | Loss 0.5992 | Reco 0.5992 | Nsdr 0.159
[2024-12-12 12:52:40,171][demucs.solver][INFO] - Valid | Epoch 3 | 7/20 | 7.79 it/sec | Loss 0.6211 | Reco 0.6211 | Nsdr 0.158
[2024-12-12 12:52:40,265][demucs.solver][INFO] - Valid | Epoch 3 | 8/20 | 8.02 it/sec | Loss 0.6395 | Reco 0.6395 | Nsdr 0.158
[2024-12-12 12:52:40,474][demucs.solver][INFO] - Valid | Epoch 3 | 9/20 | 7.52 it/sec | Loss 0.6398 | Reco 0.6398 | Nsdr 0.159
[2024-12-12 12:52:40,582][demucs.solver][INFO] - Valid | Epoch 3 | 10/20 | 7.65 it/sec | Loss 0.6302 | Reco 0.6302 | Nsdr 0.157
[2024-12-12 12:52:40,689][demucs.solver][INFO] - Valid | Epoch 3 | 11/20 | 7.76 it/sec | Loss 0.6372 | Reco 0.6372 | Nsdr 0.156
[2024-12-12 12:52:40,809][demucs.solver][INFO] - Valid | Epoch 3 | 12/20 | 7.80 it/sec | Loss 0.6453 | Reco 0.6453 | Nsdr 0.153
[2024-12-12 12:52:40,917][demucs.solver][INFO] - Valid | Epoch 3 | 13/20 | 7.89 it/sec | Loss 0.6536 | Reco 0.6536 | Nsdr 0.153
[2024-12-12 12:52:41,038][demucs.solver][INFO] - Valid | Epoch 3 | 14/20 | 7.91 it/sec | Loss 0.6517 | Reco 0.6517 | Nsdr 0.152
[2024-12-12 12:52:41,227][demucs.solver][INFO] - Valid | Epoch 3 | 15/20 | 7.68 it/sec | Loss 0.6532 | Reco 0.6532 | Nsdr 0.153
[2024-12-12 12:52:41,345][demucs.solver][INFO] - Valid | Epoch 3 | 16/20 | 7.72 it/sec | Loss 0.6570 | Reco 0.6570 | Nsdr 0.153
[2024-12-12 12:52:41,465][demucs.solver][INFO] - Valid | Epoch 3 | 17/20 | 7.75 it/sec | Loss 0.6446 | Reco 0.6446 | Nsdr 0.154
[2024-12-12 12:52:41,572][demucs.solver][INFO] - Valid | Epoch 3 | 18/20 | 7.82 it/sec | Loss 0.6268 | Reco 0.6268 | Nsdr 0.154
[2024-12-12 12:52:41,680][demucs.solver][INFO] - Valid | Epoch 3 | 19/20 | 7.88 it/sec | Loss 0.6260 | Reco 0.6260 | Nsdr 0.155
[2024-12-12 12:52:41,915][demucs.solver][INFO] - Valid Summary | Epoch 3 | Loss=0.6260 | Reco=0.6260 | Nsdr=0.155 | Best=0.6260 | Bname=main
[2024-12-12 12:52:41,916][demucs.solver][INFO] - New best valid loss 0.6260
[2024-12-12 12:52:43,655][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:52:43,655][demucs.solver][INFO] - Training...
[2024-12-12 12:52:48,765][demucs.solver][INFO] - Train | Epoch 4 | 1/14 | 0.51 it/sec | Loss 0.3077 | Reco 0.3077 | Grad 0.1832
[2024-12-12 12:52:49,426][demucs.solver][INFO] - Train | Epoch 4 | 2/14 | 0.65 it/sec | Loss 0.3048 | Reco 0.3048 | Grad 0.1806
[2024-12-12 12:52:51,427][demucs.solver][INFO] - Train | Epoch 4 | 3/14 | 0.61 it/sec | Loss 0.2926 | Reco 0.2926 | Grad 0.1717
[2024-12-12 12:52:52,065][demucs.solver][INFO] - Train | Epoch 4 | 4/14 | 0.69 it/sec | Loss 0.2769 | Reco 0.2769 | Grad 0.1639
[2024-12-12 12:52:52,701][demucs.solver][INFO] - Train | Epoch 4 | 5/14 | 0.76 it/sec | Loss 0.2823 | Reco 0.2823 | Grad 0.1625
[2024-12-12 12:52:53,332][demucs.solver][INFO] - Train | Epoch 4 | 6/14 | 0.82 it/sec | Loss 0.2721 | Reco 0.2721 | Grad 0.1572
[2024-12-12 12:52:53,958][demucs.solver][INFO] - Train | Epoch 4 | 7/14 | 0.88 it/sec | Loss 0.2735 | Reco 0.2735 | Grad 0.1550
[2024-12-12 12:52:54,582][demucs.solver][INFO] - Train | Epoch 4 | 8/14 | 0.92 it/sec | Loss 0.2719 | Reco 0.2719 | Grad 0.1541
[2024-12-12 12:52:55,208][demucs.solver][INFO] - Train | Epoch 4 | 9/14 | 0.96 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 0.1513
[2024-12-12 12:52:55,833][demucs.solver][INFO] - Train | Epoch 4 | 10/14 | 1.00 it/sec | Loss 0.2657 | Reco 0.2657 | Grad 0.1495
[2024-12-12 12:52:56,459][demucs.solver][INFO] - Train | Epoch 4 | 11/14 | 1.03 it/sec | Loss 0.2662 | Reco 0.2662 | Grad 0.1451
[2024-12-12 12:52:57,088][demucs.solver][INFO] - Train | Epoch 4 | 12/14 | 1.06 it/sec | Loss 0.2671 | Reco 0.2671 | Grad 0.1414
[2024-12-12 12:52:57,720][demucs.solver][INFO] - Train | Epoch 4 | 13/14 | 1.09 it/sec | Loss 0.2698 | Reco 0.2698 | Grad 0.1383
[2024-12-12 12:52:57,933][demucs.solver][INFO] - Train Summary | Epoch 4 | Loss=0.2698 | Reco=0.2698 | Grad=0.1383
[2024-12-12 12:52:57,934][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:52:57,934][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:52:59,558][demucs.solver][INFO] - Valid | Epoch 4 | 1/20 | 5.01 it/sec | Loss 0.6495 | Reco 0.6495 | Nsdr 0.219
[2024-12-12 12:52:59,672][demucs.solver][INFO] - Valid | Epoch 4 | 2/20 | 5.84 it/sec | Loss 0.5102 | Reco 0.5102 | Nsdr 0.228
[2024-12-12 12:52:59,793][demucs.solver][INFO] - Valid | Epoch 4 | 3/20 | 6.30 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 0.226
[2024-12-12 12:52:59,895][demucs.solver][INFO] - Valid | Epoch 4 | 4/20 | 6.79 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 0.224
[2024-12-12 12:53:00,023][demucs.solver][INFO] - Valid | Epoch 4 | 5/20 | 6.94 it/sec | Loss 0.6067 | Reco 0.6067 | Nsdr 0.224
[2024-12-12 12:53:00,216][demucs.solver][INFO] - Valid | Epoch 4 | 6/20 | 6.62 it/sec | Loss 0.5909 | Reco 0.5909 | Nsdr 0.223
[2024-12-12 12:53:00,335][demucs.solver][INFO] - Valid | Epoch 4 | 7/20 | 6.80 it/sec | Loss 0.6132 | Reco 0.6132 | Nsdr 0.222
[2024-12-12 12:53:00,444][demucs.solver][INFO] - Valid | Epoch 4 | 8/20 | 7.00 it/sec | Loss 0.6317 | Reco 0.6317 | Nsdr 0.222
[2024-12-12 12:53:00,555][demucs.solver][INFO] - Valid | Epoch 4 | 9/20 | 7.16 it/sec | Loss 0.6316 | Reco 0.6316 | Nsdr 0.223
[2024-12-12 12:53:00,655][demucs.solver][INFO] - Valid | Epoch 4 | 10/20 | 7.35 it/sec | Loss 0.6219 | Reco 0.6219 | Nsdr 0.220
[2024-12-12 12:53:00,774][demucs.solver][INFO] - Valid | Epoch 4 | 11/20 | 7.43 it/sec | Loss 0.6291 | Reco 0.6291 | Nsdr 0.219
[2024-12-12 12:53:00,899][demucs.solver][INFO] - Valid | Epoch 4 | 12/20 | 7.47 it/sec | Loss 0.6375 | Reco 0.6375 | Nsdr 0.215
[2024-12-12 12:53:01,022][demucs.solver][INFO] - Valid | Epoch 4 | 13/20 | 7.51 it/sec | Loss 0.6459 | Reco 0.6459 | Nsdr 0.214
[2024-12-12 12:53:01,144][demucs.solver][INFO] - Valid | Epoch 4 | 14/20 | 7.55 it/sec | Loss 0.6439 | Reco 0.6439 | Nsdr 0.213
[2024-12-12 12:53:01,259][demucs.solver][INFO] - Valid | Epoch 4 | 15/20 | 7.62 it/sec | Loss 0.6455 | Reco 0.6455 | Nsdr 0.214
[2024-12-12 12:53:01,357][demucs.solver][INFO] - Valid | Epoch 4 | 16/20 | 7.73 it/sec | Loss 0.6494 | Reco 0.6494 | Nsdr 0.214
[2024-12-12 12:53:01,471][demucs.solver][INFO] - Valid | Epoch 4 | 17/20 | 7.78 it/sec | Loss 0.6369 | Reco 0.6369 | Nsdr 0.215
[2024-12-12 12:53:01,593][demucs.solver][INFO] - Valid | Epoch 4 | 18/20 | 7.81 it/sec | Loss 0.6188 | Reco 0.6188 | Nsdr 0.216
[2024-12-12 12:53:01,703][demucs.solver][INFO] - Valid | Epoch 4 | 19/20 | 7.86 it/sec | Loss 0.6177 | Reco 0.6177 | Nsdr 0.218
[2024-12-12 12:53:02,211][demucs.solver][INFO] - Valid Summary | Epoch 4 | Loss=0.6177 | Reco=0.6177 | Nsdr=0.218 | Best=0.6177 | Bname=main
[2024-12-12 12:53:02,211][demucs.solver][INFO] - New best valid loss 0.6177
[2024-12-12 12:53:04,056][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:53:04,057][demucs.solver][INFO] - Training...
[2024-12-12 12:53:11,544][demucs.solver][INFO] - Train | Epoch 5 | 1/14 | 0.32 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.1115
[2024-12-12 12:53:12,188][demucs.solver][INFO] - Train | Epoch 5 | 2/14 | 0.44 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.1030
[2024-12-12 12:53:12,837][demucs.solver][INFO] - Train | Epoch 5 | 3/14 | 0.53 it/sec | Loss 0.2653 | Reco 0.2653 | Grad 0.1029
[2024-12-12 12:53:13,483][demucs.solver][INFO] - Train | Epoch 5 | 4/14 | 0.61 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 0.1078
[2024-12-12 12:53:14,123][demucs.solver][INFO] - Train | Epoch 5 | 5/14 | 0.68 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.1089
[2024-12-12 12:53:14,761][demucs.solver][INFO] - Train | Epoch 5 | 6/14 | 0.74 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.1033
[2024-12-12 12:53:15,407][demucs.solver][INFO] - Train | Epoch 5 | 7/14 | 0.79 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.1020
[2024-12-12 12:53:16,037][demucs.solver][INFO] - Train | Epoch 5 | 8/14 | 0.84 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.1006
[2024-12-12 12:53:16,667][demucs.solver][INFO] - Train | Epoch 5 | 9/14 | 0.88 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.0982
[2024-12-12 12:53:17,297][demucs.solver][INFO] - Train | Epoch 5 | 10/14 | 0.92 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0961
[2024-12-12 12:53:17,928][demucs.solver][INFO] - Train | Epoch 5 | 11/14 | 0.95 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0947
[2024-12-12 12:53:18,557][demucs.solver][INFO] - Train | Epoch 5 | 12/14 | 0.98 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.0932
[2024-12-12 12:53:19,185][demucs.solver][INFO] - Train | Epoch 5 | 13/14 | 1.01 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.0911
[2024-12-12 12:53:19,391][demucs.solver][INFO] - Train Summary | Epoch 5 | Loss=0.2580 | Reco=0.2580 | Grad=0.0911
[2024-12-12 12:53:19,391][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:53:19,391][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:53:21,033][demucs.solver][INFO] - Valid | Epoch 5 | 1/20 | 4.75 it/sec | Loss 0.6437 | Reco 0.6437 | Nsdr 0.285
[2024-12-12 12:53:21,162][demucs.solver][INFO] - Valid | Epoch 5 | 2/20 | 5.45 it/sec | Loss 0.5032 | Reco 0.5032 | Nsdr 0.301
[2024-12-12 12:53:21,303][demucs.solver][INFO] - Valid | Epoch 5 | 3/20 | 5.78 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 0.296
[2024-12-12 12:53:21,446][demucs.solver][INFO] - Valid | Epoch 5 | 4/20 | 5.99 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 0.292
[2024-12-12 12:53:21,596][demucs.solver][INFO] - Valid | Epoch 5 | 5/20 | 6.10 it/sec | Loss 0.6005 | Reco 0.6005 | Nsdr 0.289
[2024-12-12 12:53:21,726][demucs.solver][INFO] - Valid | Epoch 5 | 6/20 | 6.28 it/sec | Loss 0.5846 | Reco 0.5846 | Nsdr 0.286
[2024-12-12 12:53:21,845][demucs.solver][INFO] - Valid | Epoch 5 | 7/20 | 6.49 it/sec | Loss 0.6072 | Reco 0.6072 | Nsdr 0.284
[2024-12-12 12:53:21,970][demucs.solver][INFO] - Valid | Epoch 5 | 8/20 | 6.62 it/sec | Loss 0.6257 | Reco 0.6257 | Nsdr 0.283
[2024-12-12 12:53:22,076][demucs.solver][INFO] - Valid | Epoch 5 | 9/20 | 6.83 it/sec | Loss 0.6251 | Reco 0.6251 | Nsdr 0.286
[2024-12-12 12:53:22,190][demucs.solver][INFO] - Valid | Epoch 5 | 10/20 | 6.97 it/sec | Loss 0.6155 | Reco 0.6155 | Nsdr 0.282
[2024-12-12 12:53:22,308][demucs.solver][INFO] - Valid | Epoch 5 | 11/20 | 7.07 it/sec | Loss 0.6228 | Reco 0.6228 | Nsdr 0.280
[2024-12-12 12:53:22,423][demucs.solver][INFO] - Valid | Epoch 5 | 12/20 | 7.18 it/sec | Loss 0.6313 | Reco 0.6313 | Nsdr 0.274
[2024-12-12 12:53:22,541][demucs.solver][INFO] - Valid | Epoch 5 | 13/20 | 7.26 it/sec | Loss 0.6397 | Reco 0.6397 | Nsdr 0.273
[2024-12-12 12:53:22,669][demucs.solver][INFO] - Valid | Epoch 5 | 14/20 | 7.29 it/sec | Loss 0.6377 | Reco 0.6377 | Nsdr 0.273
[2024-12-12 12:53:22,763][demucs.solver][INFO] - Valid | Epoch 5 | 15/20 | 7.44 it/sec | Loss 0.6393 | Reco 0.6393 | Nsdr 0.274
[2024-12-12 12:53:22,882][demucs.solver][INFO] - Valid | Epoch 5 | 16/20 | 7.49 it/sec | Loss 0.6434 | Reco 0.6434 | Nsdr 0.274
[2024-12-12 12:53:23,014][demucs.solver][INFO] - Valid | Epoch 5 | 17/20 | 7.49 it/sec | Loss 0.6309 | Reco 0.6309 | Nsdr 0.275
[2024-12-12 12:53:23,134][demucs.solver][INFO] - Valid | Epoch 5 | 18/20 | 7.53 it/sec | Loss 0.6126 | Reco 0.6126 | Nsdr 0.276
[2024-12-12 12:53:23,252][demucs.solver][INFO] - Valid | Epoch 5 | 19/20 | 7.58 it/sec | Loss 0.6113 | Reco 0.6113 | Nsdr 0.278
[2024-12-12 12:53:23,492][demucs.solver][INFO] - Valid Summary | Epoch 5 | Loss=0.6113 | Reco=0.6113 | Nsdr=0.278 | Best=0.6113 | Bname=main
[2024-12-12 12:53:23,492][demucs.solver][INFO] - New best valid loss 0.6113
[2024-12-12 12:53:25,248][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:53:25,248][demucs.solver][INFO] - Training...
[2024-12-12 12:53:32,086][demucs.solver][INFO] - Train | Epoch 6 | 1/14 | 0.36 it/sec | Loss 0.2728 | Reco 0.2728 | Grad 0.0740
[2024-12-12 12:53:32,727][demucs.solver][INFO] - Train | Epoch 6 | 2/14 | 0.48 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 0.0797
[2024-12-12 12:53:33,375][demucs.solver][INFO] - Train | Epoch 6 | 3/14 | 0.58 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 0.0769
[2024-12-12 12:53:34,011][demucs.solver][INFO] - Train | Epoch 6 | 4/14 | 0.66 it/sec | Loss 0.2652 | Reco 0.2652 | Grad 0.0744
[2024-12-12 12:53:34,645][demucs.solver][INFO] - Train | Epoch 6 | 5/14 | 0.73 it/sec | Loss 0.2673 | Reco 0.2673 | Grad 0.0723
[2024-12-12 12:53:35,276][demucs.solver][INFO] - Train | Epoch 6 | 6/14 | 0.80 it/sec | Loss 0.2638 | Reco 0.2638 | Grad 0.0709
[2024-12-12 12:53:35,901][demucs.solver][INFO] - Train | Epoch 6 | 7/14 | 0.85 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.0693
[2024-12-12 12:53:36,526][demucs.solver][INFO] - Train | Epoch 6 | 8/14 | 0.90 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.0689
[2024-12-12 12:53:37,151][demucs.solver][INFO] - Train | Epoch 6 | 9/14 | 0.94 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.0680
[2024-12-12 12:53:37,777][demucs.solver][INFO] - Train | Epoch 6 | 10/14 | 0.97 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.0680
[2024-12-12 12:53:38,406][demucs.solver][INFO] - Train | Epoch 6 | 11/14 | 1.01 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.0667
[2024-12-12 12:53:39,032][demucs.solver][INFO] - Train | Epoch 6 | 12/14 | 1.04 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.0645
[2024-12-12 12:53:39,658][demucs.solver][INFO] - Train | Epoch 6 | 13/14 | 1.06 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.0634
[2024-12-12 12:53:39,874][demucs.solver][INFO] - Train Summary | Epoch 6 | Loss=0.2586 | Reco=0.2586 | Grad=0.0634
[2024-12-12 12:53:39,875][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:53:39,875][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:53:41,584][demucs.solver][INFO] - Valid | Epoch 6 | 1/20 | 4.47 it/sec | Loss 0.6385 | Reco 0.6385 | Nsdr 0.345
[2024-12-12 12:53:41,719][demucs.solver][INFO] - Valid | Epoch 6 | 2/20 | 5.15 it/sec | Loss 0.4978 | Reco 0.4978 | Nsdr 0.361
[2024-12-12 12:53:41,851][demucs.solver][INFO] - Valid | Epoch 6 | 3/20 | 5.60 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 0.357
[2024-12-12 12:53:41,982][demucs.solver][INFO] - Valid | Epoch 6 | 4/20 | 5.91 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 0.354
[2024-12-12 12:53:42,115][demucs.solver][INFO] - Valid | Epoch 6 | 5/20 | 6.13 it/sec | Loss 0.5948 | Reco 0.5948 | Nsdr 0.352
[2024-12-12 12:53:42,258][demucs.solver][INFO] - Valid | Epoch 6 | 6/20 | 6.24 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 0.349
[2024-12-12 12:53:42,366][demucs.solver][INFO] - Valid | Epoch 6 | 7/20 | 6.51 it/sec | Loss 0.6014 | Reco 0.6014 | Nsdr 0.347
[2024-12-12 12:53:42,500][demucs.solver][INFO] - Valid | Epoch 6 | 8/20 | 6.60 it/sec | Loss 0.6199 | Reco 0.6199 | Nsdr 0.347
[2024-12-12 12:53:42,599][demucs.solver][INFO] - Valid | Epoch 6 | 9/20 | 6.84 it/sec | Loss 0.6191 | Reco 0.6191 | Nsdr 0.351
[2024-12-12 12:53:42,709][demucs.solver][INFO] - Valid | Epoch 6 | 10/20 | 7.00 it/sec | Loss 0.6096 | Reco 0.6096 | Nsdr 0.346
[2024-12-12 12:53:42,820][demucs.solver][INFO] - Valid | Epoch 6 | 11/20 | 7.13 it/sec | Loss 0.6170 | Reco 0.6170 | Nsdr 0.343
[2024-12-12 12:53:42,931][demucs.solver][INFO] - Valid | Epoch 6 | 12/20 | 7.24 it/sec | Loss 0.6256 | Reco 0.6256 | Nsdr 0.337
[2024-12-12 12:53:43,047][demucs.solver][INFO] - Valid | Epoch 6 | 13/20 | 7.33 it/sec | Loss 0.6341 | Reco 0.6341 | Nsdr 0.335
[2024-12-12 12:53:43,169][demucs.solver][INFO] - Valid | Epoch 6 | 14/20 | 7.38 it/sec | Loss 0.6320 | Reco 0.6320 | Nsdr 0.335
[2024-12-12 12:53:43,287][demucs.solver][INFO] - Valid | Epoch 6 | 15/20 | 7.44 it/sec | Loss 0.6337 | Reco 0.6337 | Nsdr 0.336
[2024-12-12 12:53:43,415][demucs.solver][INFO] - Valid | Epoch 6 | 16/20 | 7.46 it/sec | Loss 0.6377 | Reco 0.6377 | Nsdr 0.336
[2024-12-12 12:53:43,544][demucs.solver][INFO] - Valid | Epoch 6 | 17/20 | 7.48 it/sec | Loss 0.6252 | Reco 0.6252 | Nsdr 0.338
[2024-12-12 12:53:43,658][demucs.solver][INFO] - Valid | Epoch 6 | 18/20 | 7.53 it/sec | Loss 0.6070 | Reco 0.6070 | Nsdr 0.338
[2024-12-12 12:53:43,770][demucs.solver][INFO] - Valid | Epoch 6 | 19/20 | 7.59 it/sec | Loss 0.6055 | Reco 0.6055 | Nsdr 0.342
[2024-12-12 12:53:44,062][demucs.solver][INFO] - Valid Summary | Epoch 6 | Loss=0.6055 | Reco=0.6055 | Nsdr=0.342 | Best=0.6055 | Bname=main
[2024-12-12 12:53:44,062][demucs.solver][INFO] - New best valid loss 0.6055
[2024-12-12 12:53:45,898][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:53:45,898][demucs.solver][INFO] - Training...
[2024-12-12 12:53:52,923][demucs.solver][INFO] - Train | Epoch 7 | 1/14 | 0.35 it/sec | Loss 0.2815 | Reco 0.2815 | Grad 0.0694
[2024-12-12 12:53:53,567][demucs.solver][INFO] - Train | Epoch 7 | 2/14 | 0.47 it/sec | Loss 0.2879 | Reco 0.2879 | Grad 0.0652
[2024-12-12 12:53:54,211][demucs.solver][INFO] - Train | Epoch 7 | 3/14 | 0.57 it/sec | Loss 0.2793 | Reco 0.2793 | Grad 0.0703
[2024-12-12 12:53:54,846][demucs.solver][INFO] - Train | Epoch 7 | 4/14 | 0.66 it/sec | Loss 0.2767 | Reco 0.2767 | Grad 0.0655
[2024-12-12 12:53:55,506][demucs.solver][INFO] - Train | Epoch 7 | 5/14 | 0.72 it/sec | Loss 0.2737 | Reco 0.2737 | Grad 0.0611
[2024-12-12 12:53:56,146][demucs.solver][INFO] - Train | Epoch 7 | 6/14 | 0.78 it/sec | Loss 0.2686 | Reco 0.2686 | Grad 0.0568
[2024-12-12 12:53:56,785][demucs.solver][INFO] - Train | Epoch 7 | 7/14 | 0.84 it/sec | Loss 0.2701 | Reco 0.2701 | Grad 0.0556
[2024-12-12 12:53:57,416][demucs.solver][INFO] - Train | Epoch 7 | 8/14 | 0.88 it/sec | Loss 0.2673 | Reco 0.2673 | Grad 0.0562
[2024-12-12 12:53:58,049][demucs.solver][INFO] - Train | Epoch 7 | 9/14 | 0.92 it/sec | Loss 0.2669 | Reco 0.2669 | Grad 0.0611
[2024-12-12 12:53:58,686][demucs.solver][INFO] - Train | Epoch 7 | 10/14 | 0.96 it/sec | Loss 0.2644 | Reco 0.2644 | Grad 0.0578
[2024-12-12 12:53:59,322][demucs.solver][INFO] - Train | Epoch 7 | 11/14 | 0.99 it/sec | Loss 0.2655 | Reco 0.2655 | Grad 0.0571
[2024-12-12 12:53:59,962][demucs.solver][INFO] - Train | Epoch 7 | 12/14 | 1.02 it/sec | Loss 0.2664 | Reco 0.2664 | Grad 0.0569
[2024-12-12 12:54:00,599][demucs.solver][INFO] - Train | Epoch 7 | 13/14 | 1.05 it/sec | Loss 0.2679 | Reco 0.2679 | Grad 0.0603
[2024-12-12 12:54:00,873][demucs.solver][INFO] - Train Summary | Epoch 7 | Loss=0.2679 | Reco=0.2679 | Grad=0.0603
[2024-12-12 12:54:00,873][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:54:00,873][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:54:02,623][demucs.solver][INFO] - Valid | Epoch 7 | 1/20 | 3.65 it/sec | Loss 0.6332 | Reco 0.6332 | Nsdr 0.414
[2024-12-12 12:54:02,774][demucs.solver][INFO] - Valid | Epoch 7 | 2/20 | 4.29 it/sec | Loss 0.4928 | Reco 0.4928 | Nsdr 0.439
[2024-12-12 12:54:02,985][demucs.solver][INFO] - Valid | Epoch 7 | 3/20 | 4.40 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 0.435
[2024-12-12 12:54:03,146][demucs.solver][INFO] - Valid | Epoch 7 | 4/20 | 4.67 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 0.431
[2024-12-12 12:54:03,338][demucs.solver][INFO] - Valid | Epoch 7 | 5/20 | 4.75 it/sec | Loss 0.5889 | Reco 0.5889 | Nsdr 0.427
[2024-12-12 12:54:03,511][demucs.solver][INFO] - Valid | Epoch 7 | 6/20 | 4.88 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 0.424
[2024-12-12 12:54:03,697][demucs.solver][INFO] - Valid | Epoch 7 | 7/20 | 4.93 it/sec | Loss 0.5956 | Reco 0.5956 | Nsdr 0.422
[2024-12-12 12:54:03,854][demucs.solver][INFO] - Valid | Epoch 7 | 8/20 | 5.06 it/sec | Loss 0.6139 | Reco 0.6139 | Nsdr 0.421
[2024-12-12 12:54:04,028][demucs.solver][INFO] - Valid | Epoch 7 | 9/20 | 5.12 it/sec | Loss 0.6131 | Reco 0.6131 | Nsdr 0.425
[2024-12-12 12:54:04,203][demucs.solver][INFO] - Valid | Epoch 7 | 10/20 | 5.17 it/sec | Loss 0.6037 | Reco 0.6037 | Nsdr 0.419
[2024-12-12 12:54:04,410][demucs.solver][INFO] - Valid | Epoch 7 | 11/20 | 5.14 it/sec | Loss 0.6112 | Reco 0.6112 | Nsdr 0.415
[2024-12-12 12:54:04,539][demucs.solver][INFO] - Valid | Epoch 7 | 12/20 | 5.28 it/sec | Loss 0.6198 | Reco 0.6198 | Nsdr 0.407
[2024-12-12 12:54:04,667][demucs.solver][INFO] - Valid | Epoch 7 | 13/20 | 5.40 it/sec | Loss 0.6283 | Reco 0.6283 | Nsdr 0.405
[2024-12-12 12:54:04,819][demucs.solver][INFO] - Valid | Epoch 7 | 14/20 | 5.47 it/sec | Loss 0.6263 | Reco 0.6263 | Nsdr 0.404
[2024-12-12 12:54:04,994][demucs.solver][INFO] - Valid | Epoch 7 | 15/20 | 5.48 it/sec | Loss 0.6279 | Reco 0.6279 | Nsdr 0.405
[2024-12-12 12:54:05,152][demucs.solver][INFO] - Valid | Epoch 7 | 16/20 | 5.52 it/sec | Loss 0.6320 | Reco 0.6320 | Nsdr 0.405
[2024-12-12 12:54:05,300][demucs.solver][INFO] - Valid | Epoch 7 | 17/20 | 5.58 it/sec | Loss 0.6195 | Reco 0.6195 | Nsdr 0.407
[2024-12-12 12:54:05,485][demucs.solver][INFO] - Valid | Epoch 7 | 18/20 | 5.57 it/sec | Loss 0.6014 | Reco 0.6014 | Nsdr 0.408
[2024-12-12 12:54:05,638][demucs.solver][INFO] - Valid | Epoch 7 | 19/20 | 5.61 it/sec | Loss 0.5999 | Reco 0.5999 | Nsdr 0.411
[2024-12-12 12:54:05,873][demucs.solver][INFO] - Valid Summary | Epoch 7 | Loss=0.5999 | Reco=0.5999 | Nsdr=0.411 | Best=0.5999 | Bname=main
[2024-12-12 12:54:05,874][demucs.solver][INFO] - New best valid loss 0.5999
[2024-12-12 12:54:07,775][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:54:07,775][demucs.solver][INFO] - Training...
[2024-12-12 12:54:13,153][demucs.solver][INFO] - Train | Epoch 8 | 1/14 | 0.51 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0520
[2024-12-12 12:54:13,808][demucs.solver][INFO] - Train | Epoch 8 | 2/14 | 0.66 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0589
[2024-12-12 12:54:14,470][demucs.solver][INFO] - Train | Epoch 8 | 3/14 | 0.77 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.0714
[2024-12-12 12:54:16,582][demucs.solver][INFO] - Train | Epoch 8 | 4/14 | 0.68 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.0626
[2024-12-12 12:54:17,214][demucs.solver][INFO] - Train | Epoch 8 | 5/14 | 0.75 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0638
[2024-12-12 12:54:17,846][demucs.solver][INFO] - Train | Epoch 8 | 6/14 | 0.81 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0576
[2024-12-12 12:54:18,480][demucs.solver][INFO] - Train | Epoch 8 | 7/14 | 0.87 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0625
[2024-12-12 12:54:19,104][demucs.solver][INFO] - Train | Epoch 8 | 8/14 | 0.91 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0625
[2024-12-12 12:54:19,732][demucs.solver][INFO] - Train | Epoch 8 | 9/14 | 0.95 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.0611
[2024-12-12 12:54:20,362][demucs.solver][INFO] - Train | Epoch 8 | 10/14 | 0.99 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0594
[2024-12-12 12:54:20,998][demucs.solver][INFO] - Train | Epoch 8 | 11/14 | 1.02 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.0604
[2024-12-12 12:54:21,632][demucs.solver][INFO] - Train | Epoch 8 | 12/14 | 1.05 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0702
[2024-12-12 12:54:22,263][demucs.solver][INFO] - Train | Epoch 8 | 13/14 | 1.08 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0749
[2024-12-12 12:54:22,483][demucs.solver][INFO] - Train Summary | Epoch 8 | Loss=0.2563 | Reco=0.2563 | Grad=0.0749
[2024-12-12 12:54:22,484][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:54:22,484][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:54:24,140][demucs.solver][INFO] - Valid | Epoch 8 | 1/20 | 4.64 it/sec | Loss 0.6275 | Reco 0.6275 | Nsdr 0.492
[2024-12-12 12:54:24,269][demucs.solver][INFO] - Valid | Epoch 8 | 2/20 | 5.36 it/sec | Loss 0.4888 | Reco 0.4888 | Nsdr 0.515
[2024-12-12 12:54:24,394][demucs.solver][INFO] - Valid | Epoch 8 | 3/20 | 5.84 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 0.511
[2024-12-12 12:54:24,523][demucs.solver][INFO] - Valid | Epoch 8 | 4/20 | 6.14 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 0.507
[2024-12-12 12:54:24,663][demucs.solver][INFO] - Valid | Epoch 8 | 5/20 | 6.29 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 0.503
[2024-12-12 12:54:24,800][demucs.solver][INFO] - Valid | Epoch 8 | 6/20 | 6.42 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 0.497
[2024-12-12 12:54:24,916][demucs.solver][INFO] - Valid | Epoch 8 | 7/20 | 6.63 it/sec | Loss 0.5903 | Reco 0.5903 | Nsdr 0.495
[2024-12-12 12:54:25,055][demucs.solver][INFO] - Valid | Epoch 8 | 8/20 | 6.68 it/sec | Loss 0.6084 | Reco 0.6084 | Nsdr 0.494
[2024-12-12 12:54:25,177][demucs.solver][INFO] - Valid | Epoch 8 | 9/20 | 6.81 it/sec | Loss 0.6076 | Reco 0.6076 | Nsdr 0.497
[2024-12-12 12:54:25,306][demucs.solver][INFO] - Valid | Epoch 8 | 10/20 | 6.89 it/sec | Loss 0.5984 | Reco 0.5984 | Nsdr 0.490
[2024-12-12 12:54:25,437][demucs.solver][INFO] - Valid | Epoch 8 | 11/20 | 6.95 it/sec | Loss 0.6059 | Reco 0.6059 | Nsdr 0.485
[2024-12-12 12:54:25,565][demucs.solver][INFO] - Valid | Epoch 8 | 12/20 | 7.01 it/sec | Loss 0.6145 | Reco 0.6145 | Nsdr 0.476
[2024-12-12 12:54:25,704][demucs.solver][INFO] - Valid | Epoch 8 | 13/20 | 7.02 it/sec | Loss 0.6230 | Reco 0.6230 | Nsdr 0.474
[2024-12-12 12:54:25,836][demucs.solver][INFO] - Valid | Epoch 8 | 14/20 | 7.05 it/sec | Loss 0.6209 | Reco 0.6209 | Nsdr 0.473
[2024-12-12 12:54:25,943][demucs.solver][INFO] - Valid | Epoch 8 | 15/20 | 7.16 it/sec | Loss 0.6225 | Reco 0.6225 | Nsdr 0.474
[2024-12-12 12:54:26,073][demucs.solver][INFO] - Valid | Epoch 8 | 16/20 | 7.19 it/sec | Loss 0.6266 | Reco 0.6266 | Nsdr 0.475
[2024-12-12 12:54:26,215][demucs.solver][INFO] - Valid | Epoch 8 | 17/20 | 7.18 it/sec | Loss 0.6142 | Reco 0.6142 | Nsdr 0.477
[2024-12-12 12:54:26,345][demucs.solver][INFO] - Valid | Epoch 8 | 18/20 | 7.21 it/sec | Loss 0.5962 | Reco 0.5962 | Nsdr 0.478
[2024-12-12 12:54:26,465][demucs.solver][INFO] - Valid | Epoch 8 | 19/20 | 7.26 it/sec | Loss 0.5948 | Reco 0.5948 | Nsdr 0.481
[2024-12-12 12:54:26,734][demucs.solver][INFO] - Valid Summary | Epoch 8 | Loss=0.5948 | Reco=0.5948 | Nsdr=0.481 | Best=0.5948 | Bname=main
[2024-12-12 12:54:26,735][demucs.solver][INFO] - New best valid loss 0.5948
[2024-12-12 12:54:28,514][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:54:28,515][demucs.solver][INFO] - Training...
[2024-12-12 12:54:34,864][demucs.solver][INFO] - Train | Epoch 9 | 1/14 | 0.40 it/sec | Loss 0.2727 | Reco 0.2727 | Grad 0.1080
[2024-12-12 12:54:35,530][demucs.solver][INFO] - Train | Epoch 9 | 2/14 | 0.53 it/sec | Loss 0.2653 | Reco 0.2653 | Grad 0.0848
[2024-12-12 12:54:36,170][demucs.solver][INFO] - Train | Epoch 9 | 3/14 | 0.63 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0850
[2024-12-12 12:54:36,815][demucs.solver][INFO] - Train | Epoch 9 | 4/14 | 0.72 it/sec | Loss 0.2642 | Reco 0.2642 | Grad 0.0829
[2024-12-12 12:54:37,453][demucs.solver][INFO] - Train | Epoch 9 | 5/14 | 0.79 it/sec | Loss 0.2645 | Reco 0.2645 | Grad 0.0818
[2024-12-12 12:54:38,094][demucs.solver][INFO] - Train | Epoch 9 | 6/14 | 0.85 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 0.0774
[2024-12-12 12:54:38,867][demucs.solver][INFO] - Train | Epoch 9 | 7/14 | 0.89 it/sec | Loss 0.2641 | Reco 0.2641 | Grad 0.0726
[2024-12-12 12:54:39,494][demucs.solver][INFO] - Train | Epoch 9 | 8/14 | 0.93 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.0734
[2024-12-12 12:54:40,125][demucs.solver][INFO] - Train | Epoch 9 | 9/14 | 0.97 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0766
[2024-12-12 12:54:40,754][demucs.solver][INFO] - Train | Epoch 9 | 10/14 | 1.01 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0744
[2024-12-12 12:54:41,385][demucs.solver][INFO] - Train | Epoch 9 | 11/14 | 1.04 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0724
[2024-12-12 12:54:42,015][demucs.solver][INFO] - Train | Epoch 9 | 12/14 | 1.07 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.0750
[2024-12-12 12:54:42,651][demucs.solver][INFO] - Train | Epoch 9 | 13/14 | 1.09 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0718
[2024-12-12 12:54:42,877][demucs.solver][INFO] - Train Summary | Epoch 9 | Loss=0.2570 | Reco=0.2570 | Grad=0.0718
[2024-12-12 12:54:42,877][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:54:42,878][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:54:44,634][demucs.solver][INFO] - Valid | Epoch 9 | 1/20 | 3.59 it/sec | Loss 0.6213 | Reco 0.6213 | Nsdr 0.570
[2024-12-12 12:54:44,763][demucs.solver][INFO] - Valid | Epoch 9 | 2/20 | 4.38 it/sec | Loss 0.4832 | Reco 0.4832 | Nsdr 0.606
[2024-12-12 12:54:44,898][demucs.solver][INFO] - Valid | Epoch 9 | 3/20 | 4.88 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 0.600
[2024-12-12 12:54:45,024][demucs.solver][INFO] - Valid | Epoch 9 | 4/20 | 5.28 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 0.597
[2024-12-12 12:54:45,127][demucs.solver][INFO] - Valid | Epoch 9 | 5/20 | 5.72 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 0.591
[2024-12-12 12:54:45,249][demucs.solver][INFO] - Valid | Epoch 9 | 6/20 | 5.98 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 0.585
[2024-12-12 12:54:45,393][demucs.solver][INFO] - Valid | Epoch 9 | 7/20 | 6.08 it/sec | Loss 0.5836 | Reco 0.5836 | Nsdr 0.583
[2024-12-12 12:54:45,536][demucs.solver][INFO] - Valid | Epoch 9 | 8/20 | 6.17 it/sec | Loss 0.6015 | Reco 0.6015 | Nsdr 0.581
[2024-12-12 12:54:45,671][demucs.solver][INFO] - Valid | Epoch 9 | 9/20 | 6.28 it/sec | Loss 0.6008 | Reco 0.6008 | Nsdr 0.584
[2024-12-12 12:54:45,782][demucs.solver][INFO] - Valid | Epoch 9 | 10/20 | 6.46 it/sec | Loss 0.5917 | Reco 0.5917 | Nsdr 0.576
[2024-12-12 12:54:45,904][demucs.solver][INFO] - Valid | Epoch 9 | 11/20 | 6.57 it/sec | Loss 0.5992 | Reco 0.5992 | Nsdr 0.570
[2024-12-12 12:54:46,038][demucs.solver][INFO] - Valid | Epoch 9 | 12/20 | 6.63 it/sec | Loss 0.6080 | Reco 0.6080 | Nsdr 0.559
[2024-12-12 12:54:46,182][demucs.solver][INFO] - Valid | Epoch 9 | 13/20 | 6.65 it/sec | Loss 0.6164 | Reco 0.6164 | Nsdr 0.556
[2024-12-12 12:54:46,308][demucs.solver][INFO] - Valid | Epoch 9 | 14/20 | 6.73 it/sec | Loss 0.6144 | Reco 0.6144 | Nsdr 0.555
[2024-12-12 12:54:46,449][demucs.solver][INFO] - Valid | Epoch 9 | 15/20 | 6.75 it/sec | Loss 0.6159 | Reco 0.6159 | Nsdr 0.556
[2024-12-12 12:54:46,571][demucs.solver][INFO] - Valid | Epoch 9 | 16/20 | 6.82 it/sec | Loss 0.6200 | Reco 0.6200 | Nsdr 0.557
[2024-12-12 12:54:46,691][demucs.solver][INFO] - Valid | Epoch 9 | 17/20 | 6.89 it/sec | Loss 0.6076 | Reco 0.6076 | Nsdr 0.560
[2024-12-12 12:54:46,835][demucs.solver][INFO] - Valid | Epoch 9 | 18/20 | 6.89 it/sec | Loss 0.5898 | Reco 0.5898 | Nsdr 0.562
[2024-12-12 12:54:46,956][demucs.solver][INFO] - Valid | Epoch 9 | 19/20 | 6.95 it/sec | Loss 0.5883 | Reco 0.5883 | Nsdr 0.565
[2024-12-12 12:54:47,773][demucs.solver][INFO] - Valid Summary | Epoch 9 | Loss=0.5883 | Reco=0.5883 | Nsdr=0.565 | Best=0.5883 | Bname=main
[2024-12-12 12:54:47,774][demucs.solver][INFO] - New best valid loss 0.5883
[2024-12-12 12:54:49,497][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:54:49,497][demucs.solver][INFO] - Training...
[2024-12-12 12:54:57,406][demucs.solver][INFO] - Train | Epoch 10 | 1/14 | 0.30 it/sec | Loss 0.2765 | Reco 0.2765 | Grad 0.0518
[2024-12-12 12:54:58,054][demucs.solver][INFO] - Train | Epoch 10 | 2/14 | 0.42 it/sec | Loss 0.2710 | Reco 0.2710 | Grad 0.0773
[2024-12-12 12:54:58,701][demucs.solver][INFO] - Train | Epoch 10 | 3/14 | 0.51 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 0.0745
[2024-12-12 12:54:59,354][demucs.solver][INFO] - Train | Epoch 10 | 4/14 | 0.59 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.0668
[2024-12-12 12:54:59,996][demucs.solver][INFO] - Train | Epoch 10 | 5/14 | 0.65 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0668
[2024-12-12 12:55:00,635][demucs.solver][INFO] - Train | Epoch 10 | 6/14 | 0.71 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0657
[2024-12-12 12:55:01,276][demucs.solver][INFO] - Train | Epoch 10 | 7/14 | 0.77 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0616
[2024-12-12 12:55:01,916][demucs.solver][INFO] - Train | Epoch 10 | 8/14 | 0.81 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.0608
[2024-12-12 12:55:02,552][demucs.solver][INFO] - Train | Epoch 10 | 9/14 | 0.85 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0621
[2024-12-12 12:55:03,192][demucs.solver][INFO] - Train | Epoch 10 | 10/14 | 0.89 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.0624
[2024-12-12 12:55:03,826][demucs.solver][INFO] - Train | Epoch 10 | 11/14 | 0.92 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0609
[2024-12-12 12:55:04,461][demucs.solver][INFO] - Train | Epoch 10 | 12/14 | 0.95 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0620
[2024-12-12 12:55:05,098][demucs.solver][INFO] - Train | Epoch 10 | 13/14 | 0.98 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0611
[2024-12-12 12:55:05,327][demucs.solver][INFO] - Train Summary | Epoch 10 | Loss=0.2538 | Reco=0.2538 | Grad=0.0611
[2024-12-12 12:55:05,328][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:55:05,328][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:55:07,074][demucs.solver][INFO] - Valid | Epoch 10 | 1/20 | 4.18 it/sec | Loss 0.6160 | Reco 0.6160 | Nsdr 0.642
[2024-12-12 12:55:07,214][demucs.solver][INFO] - Valid | Epoch 10 | 2/20 | 4.85 it/sec | Loss 0.4787 | Reco 0.4787 | Nsdr 0.682
[2024-12-12 12:55:07,364][demucs.solver][INFO] - Valid | Epoch 10 | 3/20 | 5.20 it/sec | Loss 0.5279 | Reco 0.5279 | Nsdr 0.676
[2024-12-12 12:55:07,481][demucs.solver][INFO] - Valid | Epoch 10 | 4/20 | 5.64 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 0.673
[2024-12-12 12:55:07,635][demucs.solver][INFO] - Valid | Epoch 10 | 5/20 | 5.77 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 0.667
[2024-12-12 12:55:07,785][demucs.solver][INFO] - Valid | Epoch 10 | 6/20 | 5.88 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 0.659
[2024-12-12 12:55:07,933][demucs.solver][INFO] - Valid | Epoch 10 | 7/20 | 5.98 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 0.657
[2024-12-12 12:55:08,074][demucs.solver][INFO] - Valid | Epoch 10 | 8/20 | 6.08 it/sec | Loss 0.5958 | Reco 0.5958 | Nsdr 0.655
[2024-12-12 12:55:08,230][demucs.solver][INFO] - Valid | Epoch 10 | 9/20 | 6.12 it/sec | Loss 0.5951 | Reco 0.5951 | Nsdr 0.657
[2024-12-12 12:55:08,369][demucs.solver][INFO] - Valid | Epoch 10 | 10/20 | 6.20 it/sec | Loss 0.5861 | Reco 0.5861 | Nsdr 0.647
[2024-12-12 12:55:08,499][demucs.solver][INFO] - Valid | Epoch 10 | 11/20 | 6.30 it/sec | Loss 0.5937 | Reco 0.5937 | Nsdr 0.641
[2024-12-12 12:55:08,636][demucs.solver][INFO] - Valid | Epoch 10 | 12/20 | 6.37 it/sec | Loss 0.6025 | Reco 0.6025 | Nsdr 0.628
[2024-12-12 12:55:08,775][demucs.solver][INFO] - Valid | Epoch 10 | 13/20 | 6.42 it/sec | Loss 0.6110 | Reco 0.6110 | Nsdr 0.625
[2024-12-12 12:55:08,901][demucs.solver][INFO] - Valid | Epoch 10 | 14/20 | 6.50 it/sec | Loss 0.6089 | Reco 0.6089 | Nsdr 0.625
[2024-12-12 12:55:09,040][demucs.solver][INFO] - Valid | Epoch 10 | 15/20 | 6.54 it/sec | Loss 0.6103 | Reco 0.6103 | Nsdr 0.626
[2024-12-12 12:55:09,157][demucs.solver][INFO] - Valid | Epoch 10 | 16/20 | 6.63 it/sec | Loss 0.6144 | Reco 0.6144 | Nsdr 0.627
[2024-12-12 12:55:09,291][demucs.solver][INFO] - Valid | Epoch 10 | 17/20 | 6.68 it/sec | Loss 0.6021 | Reco 0.6021 | Nsdr 0.630
[2024-12-12 12:55:09,439][demucs.solver][INFO] - Valid | Epoch 10 | 18/20 | 6.68 it/sec | Loss 0.5844 | Reco 0.5844 | Nsdr 0.633
[2024-12-12 12:55:09,562][demucs.solver][INFO] - Valid | Epoch 10 | 19/20 | 6.74 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 0.636
[2024-12-12 12:55:09,837][demucs.solver][INFO] - Valid Summary | Epoch 10 | Loss=0.5829 | Reco=0.5829 | Nsdr=0.636 | Best=0.5829 | Bname=main
[2024-12-12 12:55:09,838][demucs.solver][INFO] - New best valid loss 0.5829
[2024-12-12 12:55:11,705][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:55:11,705][demucs.solver][INFO] - Training...
[2024-12-12 12:55:16,925][demucs.solver][INFO] - Train | Epoch 11 | 1/14 | 0.52 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.0617
[2024-12-12 12:55:19,161][demucs.solver][INFO] - Train | Epoch 11 | 2/14 | 0.50 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 0.0499
[2024-12-12 12:55:19,803][demucs.solver][INFO] - Train | Epoch 11 | 3/14 | 0.60 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.0491
[2024-12-12 12:55:20,443][demucs.solver][INFO] - Train | Epoch 11 | 4/14 | 0.68 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.0529
[2024-12-12 12:55:21,081][demucs.solver][INFO] - Train | Epoch 11 | 5/14 | 0.75 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.0500
[2024-12-12 12:55:21,719][demucs.solver][INFO] - Train | Epoch 11 | 6/14 | 0.81 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0516
[2024-12-12 12:55:22,356][demucs.solver][INFO] - Train | Epoch 11 | 7/14 | 0.86 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.0555
[2024-12-12 12:55:22,994][demucs.solver][INFO] - Train | Epoch 11 | 8/14 | 0.91 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.0590
[2024-12-12 12:55:23,625][demucs.solver][INFO] - Train | Epoch 11 | 9/14 | 0.95 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.0618
[2024-12-12 12:55:24,254][demucs.solver][INFO] - Train | Epoch 11 | 10/14 | 0.99 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0599
[2024-12-12 12:55:24,882][demucs.solver][INFO] - Train | Epoch 11 | 11/14 | 1.02 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0606
[2024-12-12 12:55:25,511][demucs.solver][INFO] - Train | Epoch 11 | 12/14 | 1.05 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0627
[2024-12-12 12:55:26,139][demucs.solver][INFO] - Train | Epoch 11 | 13/14 | 1.07 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.0618
[2024-12-12 12:55:26,379][demucs.solver][INFO] - Train Summary | Epoch 11 | Loss=0.2459 | Reco=0.2459 | Grad=0.0618
[2024-12-12 12:55:26,379][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:55:26,379][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:55:28,118][demucs.solver][INFO] - Valid | Epoch 11 | 1/20 | 4.57 it/sec | Loss 0.6112 | Reco 0.6112 | Nsdr 0.707
[2024-12-12 12:55:28,260][demucs.solver][INFO] - Valid | Epoch 11 | 2/20 | 5.17 it/sec | Loss 0.4745 | Reco 0.4745 | Nsdr 0.755
[2024-12-12 12:55:28,413][demucs.solver][INFO] - Valid | Epoch 11 | 3/20 | 5.45 it/sec | Loss 0.5235 | Reco 0.5235 | Nsdr 0.748
[2024-12-12 12:55:28,519][demucs.solver][INFO] - Valid | Epoch 11 | 4/20 | 5.96 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 0.743
[2024-12-12 12:55:28,664][demucs.solver][INFO] - Valid | Epoch 11 | 5/20 | 6.10 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 0.736
[2024-12-12 12:55:28,792][demucs.solver][INFO] - Valid | Epoch 11 | 6/20 | 6.29 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 0.727
[2024-12-12 12:55:28,957][demucs.solver][INFO] - Valid | Epoch 11 | 7/20 | 6.27 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 0.724
[2024-12-12 12:55:29,088][demucs.solver][INFO] - Valid | Epoch 11 | 8/20 | 6.39 it/sec | Loss 0.5908 | Reco 0.5908 | Nsdr 0.722
[2024-12-12 12:55:29,240][demucs.solver][INFO] - Valid | Epoch 11 | 9/20 | 6.41 it/sec | Loss 0.5902 | Reco 0.5902 | Nsdr 0.723
[2024-12-12 12:55:29,375][demucs.solver][INFO] - Valid | Epoch 11 | 10/20 | 6.49 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 0.712
[2024-12-12 12:55:29,521][demucs.solver][INFO] - Valid | Epoch 11 | 11/20 | 6.52 it/sec | Loss 0.5890 | Reco 0.5890 | Nsdr 0.705
[2024-12-12 12:55:29,666][demucs.solver][INFO] - Valid | Epoch 11 | 12/20 | 6.54 it/sec | Loss 0.5979 | Reco 0.5979 | Nsdr 0.690
[2024-12-12 12:55:29,800][demucs.solver][INFO] - Valid | Epoch 11 | 13/20 | 6.60 it/sec | Loss 0.6063 | Reco 0.6063 | Nsdr 0.687
[2024-12-12 12:55:29,930][demucs.solver][INFO] - Valid | Epoch 11 | 14/20 | 6.67 it/sec | Loss 0.6042 | Reco 0.6042 | Nsdr 0.686
[2024-12-12 12:55:30,075][demucs.solver][INFO] - Valid | Epoch 11 | 15/20 | 6.68 it/sec | Loss 0.6056 | Reco 0.6056 | Nsdr 0.688
[2024-12-12 12:55:30,232][demucs.solver][INFO] - Valid | Epoch 11 | 16/20 | 6.66 it/sec | Loss 0.6097 | Reco 0.6097 | Nsdr 0.688
[2024-12-12 12:55:30,384][demucs.solver][INFO] - Valid | Epoch 11 | 17/20 | 6.65 it/sec | Loss 0.5974 | Reco 0.5974 | Nsdr 0.692
[2024-12-12 12:55:30,537][demucs.solver][INFO] - Valid | Epoch 11 | 18/20 | 6.65 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 0.695
[2024-12-12 12:55:30,680][demucs.solver][INFO] - Valid | Epoch 11 | 19/20 | 6.67 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 0.698
[2024-12-12 12:55:30,954][demucs.solver][INFO] - Valid Summary | Epoch 11 | Loss=0.5784 | Reco=0.5784 | Nsdr=0.698 | Best=0.5784 | Bname=main
[2024-12-12 12:55:30,954][demucs.solver][INFO] - New best valid loss 0.5784
[2024-12-12 12:55:32,765][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:55:32,765][demucs.solver][INFO] - Training...
[2024-12-12 12:55:41,156][demucs.solver][INFO] - Train | Epoch 12 | 1/14 | 0.28 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 0.0956
[2024-12-12 12:55:41,799][demucs.solver][INFO] - Train | Epoch 12 | 2/14 | 0.39 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.0861
[2024-12-12 12:55:42,442][demucs.solver][INFO] - Train | Epoch 12 | 3/14 | 0.48 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0955
[2024-12-12 12:55:43,082][demucs.solver][INFO] - Train | Epoch 12 | 4/14 | 0.55 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 0.0879
[2024-12-12 12:55:43,723][demucs.solver][INFO] - Train | Epoch 12 | 5/14 | 0.62 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0762
[2024-12-12 12:55:44,365][demucs.solver][INFO] - Train | Epoch 12 | 6/14 | 0.68 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.0779
[2024-12-12 12:55:45,015][demucs.solver][INFO] - Train | Epoch 12 | 7/14 | 0.73 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0835
[2024-12-12 12:55:45,652][demucs.solver][INFO] - Train | Epoch 12 | 8/14 | 0.78 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0860
[2024-12-12 12:55:46,285][demucs.solver][INFO] - Train | Epoch 12 | 9/14 | 0.82 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0863
[2024-12-12 12:55:46,921][demucs.solver][INFO] - Train | Epoch 12 | 10/14 | 0.86 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.0860
[2024-12-12 12:55:47,557][demucs.solver][INFO] - Train | Epoch 12 | 11/14 | 0.89 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0839
[2024-12-12 12:55:48,192][demucs.solver][INFO] - Train | Epoch 12 | 12/14 | 0.92 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0855
[2024-12-12 12:55:48,827][demucs.solver][INFO] - Train | Epoch 12 | 13/14 | 0.95 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0821
[2024-12-12 12:55:49,072][demucs.solver][INFO] - Train Summary | Epoch 12 | Loss=0.2466 | Reco=0.2466 | Grad=0.0821
[2024-12-12 12:55:49,072][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:55:49,073][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:55:50,894][demucs.solver][INFO] - Valid | Epoch 12 | 1/20 | 3.76 it/sec | Loss 0.6063 | Reco 0.6063 | Nsdr 0.774
[2024-12-12 12:55:51,104][demucs.solver][INFO] - Valid | Epoch 12 | 2/20 | 4.05 it/sec | Loss 0.4708 | Reco 0.4708 | Nsdr 0.833
[2024-12-12 12:55:51,281][demucs.solver][INFO] - Valid | Epoch 12 | 3/20 | 4.36 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 0.825
[2024-12-12 12:55:51,522][demucs.solver][INFO] - Valid | Epoch 12 | 4/20 | 4.31 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 0.821
[2024-12-12 12:55:51,698][demucs.solver][INFO] - Valid | Epoch 12 | 5/20 | 4.49 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 0.812
[2024-12-12 12:55:51,832][demucs.solver][INFO] - Valid | Epoch 12 | 6/20 | 4.76 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 0.802
[2024-12-12 12:55:52,053][demucs.solver][INFO] - Valid | Epoch 12 | 7/20 | 4.73 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 0.800
[2024-12-12 12:55:52,319][demucs.solver][INFO] - Valid | Epoch 12 | 8/20 | 4.60 it/sec | Loss 0.5855 | Reco 0.5855 | Nsdr 0.797
[2024-12-12 12:55:52,492][demucs.solver][INFO] - Valid | Epoch 12 | 9/20 | 4.70 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 0.799
[2024-12-12 12:55:52,783][demucs.solver][INFO] - Valid | Epoch 12 | 10/20 | 4.55 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 0.787
[2024-12-12 12:55:52,996][demucs.solver][INFO] - Valid | Epoch 12 | 11/20 | 4.56 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 0.778
[2024-12-12 12:55:53,172][demucs.solver][INFO] - Valid | Epoch 12 | 12/20 | 4.63 it/sec | Loss 0.5926 | Reco 0.5926 | Nsdr 0.762
[2024-12-12 12:55:53,394][demucs.solver][INFO] - Valid | Epoch 12 | 13/20 | 4.62 it/sec | Loss 0.6011 | Reco 0.6011 | Nsdr 0.758
[2024-12-12 12:55:53,555][demucs.solver][INFO] - Valid | Epoch 12 | 14/20 | 4.70 it/sec | Loss 0.5990 | Reco 0.5990 | Nsdr 0.757
[2024-12-12 12:55:53,730][demucs.solver][INFO] - Valid | Epoch 12 | 15/20 | 4.75 it/sec | Loss 0.6004 | Reco 0.6004 | Nsdr 0.759
[2024-12-12 12:55:53,889][demucs.solver][INFO] - Valid | Epoch 12 | 16/20 | 4.82 it/sec | Loss 0.6044 | Reco 0.6044 | Nsdr 0.759
[2024-12-12 12:55:54,024][demucs.solver][INFO] - Valid | Epoch 12 | 17/20 | 4.92 it/sec | Loss 0.5922 | Reco 0.5922 | Nsdr 0.764
[2024-12-12 12:55:54,169][demucs.solver][INFO] - Valid | Epoch 12 | 18/20 | 4.99 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 0.767
[2024-12-12 12:55:54,314][demucs.solver][INFO] - Valid | Epoch 12 | 19/20 | 5.06 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 0.771
[2024-12-12 12:55:54,587][demucs.solver][INFO] - Valid Summary | Epoch 12 | Loss=0.5733 | Reco=0.5733 | Nsdr=0.771 | Best=0.5733 | Bname=main
[2024-12-12 12:55:54,587][demucs.solver][INFO] - New best valid loss 0.5733
[2024-12-12 12:55:56,534][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:55:56,534][demucs.solver][INFO] - Training...
[2024-12-12 12:56:04,062][demucs.solver][INFO] - Train | Epoch 13 | 1/14 | 0.32 it/sec | Loss 0.2794 | Reco 0.2794 | Grad 0.0539
[2024-12-12 12:56:04,704][demucs.solver][INFO] - Train | Epoch 13 | 2/14 | 0.44 it/sec | Loss 0.2804 | Reco 0.2804 | Grad 0.0600
[2024-12-12 12:56:05,355][demucs.solver][INFO] - Train | Epoch 13 | 3/14 | 0.53 it/sec | Loss 0.2739 | Reco 0.2739 | Grad 0.0736
[2024-12-12 12:56:05,992][demucs.solver][INFO] - Train | Epoch 13 | 4/14 | 0.61 it/sec | Loss 0.2710 | Reco 0.2710 | Grad 0.0747
[2024-12-12 12:56:06,628][demucs.solver][INFO] - Train | Epoch 13 | 5/14 | 0.68 it/sec | Loss 0.2662 | Reco 0.2662 | Grad 0.0647
[2024-12-12 12:56:07,261][demucs.solver][INFO] - Train | Epoch 13 | 6/14 | 0.74 it/sec | Loss 0.2635 | Reco 0.2635 | Grad 0.0715
[2024-12-12 12:56:07,894][demucs.solver][INFO] - Train | Epoch 13 | 7/14 | 0.80 it/sec | Loss 0.2633 | Reco 0.2633 | Grad 0.0649
[2024-12-12 12:56:08,516][demucs.solver][INFO] - Train | Epoch 13 | 8/14 | 0.84 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.0615
[2024-12-12 12:56:09,144][demucs.solver][INFO] - Train | Epoch 13 | 9/14 | 0.88 it/sec | Loss 0.2624 | Reco 0.2624 | Grad 0.0580
[2024-12-12 12:56:09,769][demucs.solver][INFO] - Train | Epoch 13 | 10/14 | 0.92 it/sec | Loss 0.2666 | Reco 0.2666 | Grad 0.0560
[2024-12-12 12:56:10,396][demucs.solver][INFO] - Train | Epoch 13 | 11/14 | 0.96 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.0543
[2024-12-12 12:56:11,026][demucs.solver][INFO] - Train | Epoch 13 | 12/14 | 0.99 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0597
[2024-12-12 12:56:11,654][demucs.solver][INFO] - Train | Epoch 13 | 13/14 | 1.01 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0581
[2024-12-12 12:56:11,899][demucs.solver][INFO] - Train Summary | Epoch 13 | Loss=0.2539 | Reco=0.2539 | Grad=0.0581
[2024-12-12 12:56:11,900][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:56:11,900][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:56:14,042][demucs.solver][INFO] - Valid | Epoch 13 | 1/20 | 2.78 it/sec | Loss 0.6018 | Reco 0.6018 | Nsdr 0.836
[2024-12-12 12:56:14,297][demucs.solver][INFO] - Valid | Epoch 13 | 2/20 | 3.08 it/sec | Loss 0.4667 | Reco 0.4667 | Nsdr 0.898
[2024-12-12 12:56:14,563][demucs.solver][INFO] - Valid | Epoch 13 | 3/20 | 3.23 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 0.892
[2024-12-12 12:56:14,748][demucs.solver][INFO] - Valid | Epoch 13 | 4/20 | 3.51 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 0.887
[2024-12-12 12:56:15,030][demucs.solver][INFO] - Valid | Epoch 13 | 5/20 | 3.52 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 0.877
[2024-12-12 12:56:15,302][demucs.solver][INFO] - Valid | Epoch 13 | 6/20 | 3.54 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 0.866
[2024-12-12 12:56:15,552][demucs.solver][INFO] - Valid | Epoch 13 | 7/20 | 3.59 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 0.864
[2024-12-12 12:56:15,807][demucs.solver][INFO] - Valid | Epoch 13 | 8/20 | 3.62 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 0.861
[2024-12-12 12:56:16,099][demucs.solver][INFO] - Valid | Epoch 13 | 9/20 | 3.60 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 0.862
[2024-12-12 12:56:16,415][demucs.solver][INFO] - Valid | Epoch 13 | 10/20 | 3.56 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 0.848
[2024-12-12 12:56:16,651][demucs.solver][INFO] - Valid | Epoch 13 | 11/20 | 3.61 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 0.839
[2024-12-12 12:56:16,874][demucs.solver][INFO] - Valid | Epoch 13 | 12/20 | 3.66 it/sec | Loss 0.5881 | Reco 0.5881 | Nsdr 0.821
[2024-12-12 12:56:17,121][demucs.solver][INFO] - Valid | Epoch 13 | 13/20 | 3.69 it/sec | Loss 0.5965 | Reco 0.5965 | Nsdr 0.817
[2024-12-12 12:56:17,410][demucs.solver][INFO] - Valid | Epoch 13 | 14/20 | 3.67 it/sec | Loss 0.5944 | Reco 0.5944 | Nsdr 0.816
[2024-12-12 12:56:17,629][demucs.solver][INFO] - Valid | Epoch 13 | 15/20 | 3.72 it/sec | Loss 0.5957 | Reco 0.5957 | Nsdr 0.818
[2024-12-12 12:56:17,914][demucs.solver][INFO] - Valid | Epoch 13 | 16/20 | 3.70 it/sec | Loss 0.5998 | Reco 0.5998 | Nsdr 0.818
[2024-12-12 12:56:18,196][demucs.solver][INFO] - Valid | Epoch 13 | 17/20 | 3.69 it/sec | Loss 0.5875 | Reco 0.5875 | Nsdr 0.824
[2024-12-12 12:56:18,403][demucs.solver][INFO] - Valid | Epoch 13 | 18/20 | 3.74 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 0.827
[2024-12-12 12:56:18,599][demucs.solver][INFO] - Valid | Epoch 13 | 19/20 | 3.79 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 0.832
[2024-12-12 12:56:18,888][demucs.solver][INFO] - Valid Summary | Epoch 13 | Loss=0.5688 | Reco=0.5688 | Nsdr=0.832 | Best=0.5688 | Bname=main
[2024-12-12 12:56:18,889][demucs.solver][INFO] - New best valid loss 0.5688
[2024-12-12 12:56:20,723][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:56:20,724][demucs.solver][INFO] - Training...
[2024-12-12 12:56:28,060][demucs.solver][INFO] - Train | Epoch 14 | 1/14 | 0.34 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.0298
[2024-12-12 12:56:28,704][demucs.solver][INFO] - Train | Epoch 14 | 2/14 | 0.46 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 0.0406
[2024-12-12 12:56:29,344][demucs.solver][INFO] - Train | Epoch 14 | 3/14 | 0.56 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0385
[2024-12-12 12:56:29,984][demucs.solver][INFO] - Train | Epoch 14 | 4/14 | 0.64 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0351
[2024-12-12 12:56:30,619][demucs.solver][INFO] - Train | Epoch 14 | 5/14 | 0.71 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0442
[2024-12-12 12:56:31,254][demucs.solver][INFO] - Train | Epoch 14 | 6/14 | 0.77 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.0446
[2024-12-12 12:56:31,890][demucs.solver][INFO] - Train | Epoch 14 | 7/14 | 0.83 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0449
[2024-12-12 12:56:32,524][demucs.solver][INFO] - Train | Epoch 14 | 8/14 | 0.87 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0484
[2024-12-12 12:56:33,159][demucs.solver][INFO] - Train | Epoch 14 | 9/14 | 0.91 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0511
[2024-12-12 12:56:33,793][demucs.solver][INFO] - Train | Epoch 14 | 10/14 | 0.95 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0531
[2024-12-12 12:56:34,420][demucs.solver][INFO] - Train | Epoch 14 | 11/14 | 0.98 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0529
[2024-12-12 12:56:35,048][demucs.solver][INFO] - Train | Epoch 14 | 12/14 | 1.01 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0517
[2024-12-12 12:56:35,676][demucs.solver][INFO] - Train | Epoch 14 | 13/14 | 1.04 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0496
[2024-12-12 12:56:35,921][demucs.solver][INFO] - Train Summary | Epoch 14 | Loss=0.2530 | Reco=0.2530 | Grad=0.0496
[2024-12-12 12:56:35,921][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:56:35,921][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:56:37,666][demucs.solver][INFO] - Valid | Epoch 14 | 1/20 | 4.15 it/sec | Loss 0.6011 | Reco 0.6011 | Nsdr 0.845
[2024-12-12 12:56:37,836][demucs.solver][INFO] - Valid | Epoch 14 | 2/20 | 4.60 it/sec | Loss 0.4662 | Reco 0.4662 | Nsdr 0.907
[2024-12-12 12:56:37,979][demucs.solver][INFO] - Valid | Epoch 14 | 3/20 | 5.03 it/sec | Loss 0.5143 | Reco 0.5143 | Nsdr 0.902
[2024-12-12 12:56:38,132][demucs.solver][INFO] - Valid | Epoch 14 | 4/20 | 5.28 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 0.898
[2024-12-12 12:56:38,284][demucs.solver][INFO] - Valid | Epoch 14 | 5/20 | 5.46 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 0.887
[2024-12-12 12:56:38,442][demucs.solver][INFO] - Valid | Epoch 14 | 6/20 | 5.57 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 0.875
[2024-12-12 12:56:38,582][demucs.solver][INFO] - Valid | Epoch 14 | 7/20 | 5.72 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 0.873
[2024-12-12 12:56:38,722][demucs.solver][INFO] - Valid | Epoch 14 | 8/20 | 5.86 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 0.870
[2024-12-12 12:56:38,865][demucs.solver][INFO] - Valid | Epoch 14 | 9/20 | 5.95 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 0.871
[2024-12-12 12:56:39,005][demucs.solver][INFO] - Valid | Epoch 14 | 10/20 | 6.04 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 0.857
[2024-12-12 12:56:39,167][demucs.solver][INFO] - Valid | Epoch 14 | 11/20 | 6.05 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 0.848
[2024-12-12 12:56:39,333][demucs.solver][INFO] - Valid | Epoch 14 | 12/20 | 6.05 it/sec | Loss 0.5874 | Reco 0.5874 | Nsdr 0.830
[2024-12-12 12:56:39,461][demucs.solver][INFO] - Valid | Epoch 14 | 13/20 | 6.15 it/sec | Loss 0.5958 | Reco 0.5958 | Nsdr 0.826
[2024-12-12 12:56:39,604][demucs.solver][INFO] - Valid | Epoch 14 | 14/20 | 6.20 it/sec | Loss 0.5937 | Reco 0.5937 | Nsdr 0.825
[2024-12-12 12:56:39,740][demucs.solver][INFO] - Valid | Epoch 14 | 15/20 | 6.26 it/sec | Loss 0.5951 | Reco 0.5951 | Nsdr 0.827
[2024-12-12 12:56:39,898][demucs.solver][INFO] - Valid | Epoch 14 | 16/20 | 6.27 it/sec | Loss 0.5991 | Reco 0.5991 | Nsdr 0.827
[2024-12-12 12:56:40,052][demucs.solver][INFO] - Valid | Epoch 14 | 17/20 | 6.28 it/sec | Loss 0.5869 | Reco 0.5869 | Nsdr 0.833
[2024-12-12 12:56:40,213][demucs.solver][INFO] - Valid | Epoch 14 | 18/20 | 6.27 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 0.836
[2024-12-12 12:56:40,365][demucs.solver][INFO] - Valid | Epoch 14 | 19/20 | 6.29 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 0.840
[2024-12-12 12:56:40,638][demucs.solver][INFO] - Valid Summary | Epoch 14 | Loss=0.5682 | Reco=0.5682 | Nsdr=0.840 | Best=0.5682 | Bname=main
[2024-12-12 12:56:40,638][demucs.solver][INFO] - New best valid loss 0.5682
[2024-12-12 12:56:42,414][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:56:42,414][demucs.solver][INFO] - Training...
[2024-12-12 12:56:49,736][demucs.solver][INFO] - Train | Epoch 15 | 1/14 | 0.35 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0251
[2024-12-12 12:56:50,468][demucs.solver][INFO] - Train | Epoch 15 | 2/14 | 0.46 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0284
[2024-12-12 12:56:51,118][demucs.solver][INFO] - Train | Epoch 15 | 3/14 | 0.56 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0388
[2024-12-12 12:56:51,771][demucs.solver][INFO] - Train | Epoch 15 | 4/14 | 0.64 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0408
[2024-12-12 12:56:52,414][demucs.solver][INFO] - Train | Epoch 15 | 5/14 | 0.71 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0368
[2024-12-12 12:56:53,058][demucs.solver][INFO] - Train | Epoch 15 | 6/14 | 0.77 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0382
[2024-12-12 12:56:53,710][demucs.solver][INFO] - Train | Epoch 15 | 7/14 | 0.82 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.0422
[2024-12-12 12:56:54,358][demucs.solver][INFO] - Train | Epoch 15 | 8/14 | 0.86 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0481
[2024-12-12 12:56:54,993][demucs.solver][INFO] - Train | Epoch 15 | 9/14 | 0.91 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0463
[2024-12-12 12:56:55,626][demucs.solver][INFO] - Train | Epoch 15 | 10/14 | 0.94 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0454
[2024-12-12 12:56:56,259][demucs.solver][INFO] - Train | Epoch 15 | 11/14 | 0.97 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0465
[2024-12-12 12:56:56,890][demucs.solver][INFO] - Train | Epoch 15 | 12/14 | 1.00 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0515
[2024-12-12 12:56:57,521][demucs.solver][INFO] - Train | Epoch 15 | 13/14 | 1.03 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.0498
[2024-12-12 12:56:57,758][demucs.solver][INFO] - Train Summary | Epoch 15 | Loss=0.2555 | Reco=0.2555 | Grad=0.0498
[2024-12-12 12:56:57,759][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:56:57,759][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:56:59,831][demucs.solver][INFO] - Valid | Epoch 15 | 1/20 | 3.05 it/sec | Loss 0.5995 | Reco 0.5995 | Nsdr 0.869
[2024-12-12 12:57:00,040][demucs.solver][INFO] - Valid | Epoch 15 | 2/20 | 3.47 it/sec | Loss 0.4649 | Reco 0.4649 | Nsdr 0.937
[2024-12-12 12:57:00,233][demucs.solver][INFO] - Valid | Epoch 15 | 3/20 | 3.78 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 0.932
[2024-12-12 12:57:00,509][demucs.solver][INFO] - Valid | Epoch 15 | 4/20 | 3.75 it/sec | Loss 0.5326 | Reco 0.5326 | Nsdr 0.927
[2024-12-12 12:57:00,768][demucs.solver][INFO] - Valid | Epoch 15 | 5/20 | 3.76 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 0.915
[2024-12-12 12:57:01,022][demucs.solver][INFO] - Valid | Epoch 15 | 6/20 | 3.79 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 0.901
[2024-12-12 12:57:01,278][demucs.solver][INFO] - Valid | Epoch 15 | 7/20 | 3.80 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 0.900
[2024-12-12 12:57:01,515][demucs.solver][INFO] - Valid | Epoch 15 | 8/20 | 3.85 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 0.896
[2024-12-12 12:57:01,765][demucs.solver][INFO] - Valid | Epoch 15 | 9/20 | 3.86 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 0.896
[2024-12-12 12:57:01,972][demucs.solver][INFO] - Valid | Epoch 15 | 10/20 | 3.93 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 0.882
[2024-12-12 12:57:02,201][demucs.solver][INFO] - Valid | Epoch 15 | 11/20 | 3.97 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 0.872
[2024-12-12 12:57:02,430][demucs.solver][INFO] - Valid | Epoch 15 | 12/20 | 3.99 it/sec | Loss 0.5858 | Reco 0.5858 | Nsdr 0.854
[2024-12-12 12:57:02,597][demucs.solver][INFO] - Valid | Epoch 15 | 13/20 | 4.09 it/sec | Loss 0.5942 | Reco 0.5942 | Nsdr 0.849
[2024-12-12 12:57:02,752][demucs.solver][INFO] - Valid | Epoch 15 | 14/20 | 4.19 it/sec | Loss 0.5921 | Reco 0.5921 | Nsdr 0.848
[2024-12-12 12:57:02,908][demucs.solver][INFO] - Valid | Epoch 15 | 15/20 | 4.29 it/sec | Loss 0.5934 | Reco 0.5934 | Nsdr 0.850
[2024-12-12 12:57:03,066][demucs.solver][INFO] - Valid | Epoch 15 | 16/20 | 4.37 it/sec | Loss 0.5975 | Reco 0.5975 | Nsdr 0.850
[2024-12-12 12:57:03,221][demucs.solver][INFO] - Valid | Epoch 15 | 17/20 | 4.45 it/sec | Loss 0.5853 | Reco 0.5853 | Nsdr 0.856
[2024-12-12 12:57:03,369][demucs.solver][INFO] - Valid | Epoch 15 | 18/20 | 4.53 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 0.859
[2024-12-12 12:57:03,491][demucs.solver][INFO] - Valid | Epoch 15 | 19/20 | 4.63 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 0.863
[2024-12-12 12:57:03,764][demucs.solver][INFO] - Valid Summary | Epoch 15 | Loss=0.5666 | Reco=0.5666 | Nsdr=0.863 | Best=0.5666 | Bname=main
[2024-12-12 12:57:03,765][demucs.solver][INFO] - New best valid loss 0.5666
[2024-12-12 12:57:05,511][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:57:05,511][demucs.solver][INFO] - Training...
[2024-12-12 12:57:15,105][demucs.solver][INFO] - Train | Epoch 16 | 1/14 | 0.24 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.0538
[2024-12-12 12:57:15,739][demucs.solver][INFO] - Train | Epoch 16 | 2/14 | 0.34 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0435
[2024-12-12 12:57:16,367][demucs.solver][INFO] - Train | Epoch 16 | 3/14 | 0.42 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0511
[2024-12-12 12:57:16,994][demucs.solver][INFO] - Train | Epoch 16 | 4/14 | 0.49 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.0665
[2024-12-12 12:57:17,620][demucs.solver][INFO] - Train | Epoch 16 | 5/14 | 0.56 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.0611
[2024-12-12 12:57:18,244][demucs.solver][INFO] - Train | Epoch 16 | 6/14 | 0.61 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 0.0627
[2024-12-12 12:57:18,874][demucs.solver][INFO] - Train | Epoch 16 | 7/14 | 0.67 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.0640
[2024-12-12 12:57:19,500][demucs.solver][INFO] - Train | Epoch 16 | 8/14 | 0.71 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0589
[2024-12-12 12:57:20,126][demucs.solver][INFO] - Train | Epoch 16 | 9/14 | 0.75 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.0549
[2024-12-12 12:57:20,752][demucs.solver][INFO] - Train | Epoch 16 | 10/14 | 0.79 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0527
[2024-12-12 12:57:21,387][demucs.solver][INFO] - Train | Epoch 16 | 11/14 | 0.83 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0591
[2024-12-12 12:57:22,017][demucs.solver][INFO] - Train | Epoch 16 | 12/14 | 0.86 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.0587
[2024-12-12 12:57:22,643][demucs.solver][INFO] - Train | Epoch 16 | 13/14 | 0.89 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0628
[2024-12-12 12:57:22,885][demucs.solver][INFO] - Train Summary | Epoch 16 | Loss=0.2499 | Reco=0.2499 | Grad=0.0628
[2024-12-12 12:57:22,885][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:57:22,885][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:57:24,982][demucs.solver][INFO] - Valid | Epoch 16 | 1/20 | 2.85 it/sec | Loss 0.5959 | Reco 0.5959 | Nsdr 0.921
[2024-12-12 12:57:25,202][demucs.solver][INFO] - Valid | Epoch 16 | 2/20 | 3.25 it/sec | Loss 0.4618 | Reco 0.4618 | Nsdr 0.991
[2024-12-12 12:57:25,384][demucs.solver][INFO] - Valid | Epoch 16 | 3/20 | 3.63 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 0.987
[2024-12-12 12:57:25,553][demucs.solver][INFO] - Valid | Epoch 16 | 4/20 | 3.93 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 0.982
[2024-12-12 12:57:25,721][demucs.solver][INFO] - Valid | Epoch 16 | 5/20 | 4.17 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 0.969
[2024-12-12 12:57:25,872][demucs.solver][INFO] - Valid | Epoch 16 | 6/20 | 4.40 it/sec | Loss 0.5359 | Reco 0.5359 | Nsdr 0.955
[2024-12-12 12:57:26,031][demucs.solver][INFO] - Valid | Epoch 16 | 7/20 | 4.57 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 0.954
[2024-12-12 12:57:26,168][demucs.solver][INFO] - Valid | Epoch 16 | 8/20 | 4.77 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 0.949
[2024-12-12 12:57:26,328][demucs.solver][INFO] - Valid | Epoch 16 | 9/20 | 4.89 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 0.949
[2024-12-12 12:57:26,477][demucs.solver][INFO] - Valid | Epoch 16 | 10/20 | 5.01 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 0.935
[2024-12-12 12:57:26,624][demucs.solver][INFO] - Valid | Epoch 16 | 11/20 | 5.12 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 0.925
[2024-12-12 12:57:26,790][demucs.solver][INFO] - Valid | Epoch 16 | 12/20 | 5.18 it/sec | Loss 0.5820 | Reco 0.5820 | Nsdr 0.905
[2024-12-12 12:57:26,930][demucs.solver][INFO] - Valid | Epoch 16 | 13/20 | 5.28 it/sec | Loss 0.5905 | Reco 0.5905 | Nsdr 0.899
[2024-12-12 12:57:27,081][demucs.solver][INFO] - Valid | Epoch 16 | 14/20 | 5.36 it/sec | Loss 0.5883 | Reco 0.5883 | Nsdr 0.898
[2024-12-12 12:57:27,240][demucs.solver][INFO] - Valid | Epoch 16 | 15/20 | 5.41 it/sec | Loss 0.5897 | Reco 0.5897 | Nsdr 0.900
[2024-12-12 12:57:27,381][demucs.solver][INFO] - Valid | Epoch 16 | 16/20 | 5.48 it/sec | Loss 0.5937 | Reco 0.5937 | Nsdr 0.900
[2024-12-12 12:57:27,533][demucs.solver][INFO] - Valid | Epoch 16 | 17/20 | 5.53 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 0.906
[2024-12-12 12:57:27,673][demucs.solver][INFO] - Valid | Epoch 16 | 18/20 | 5.60 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 0.910
[2024-12-12 12:57:27,801][demucs.solver][INFO] - Valid | Epoch 16 | 19/20 | 5.68 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 0.914
[2024-12-12 12:57:28,214][demucs.solver][INFO] - Valid Summary | Epoch 16 | Loss=0.5629 | Reco=0.5629 | Nsdr=0.914 | Best=0.5629 | Bname=main
[2024-12-12 12:57:28,214][demucs.solver][INFO] - New best valid loss 0.5629
[2024-12-12 12:57:30,020][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:57:30,020][demucs.solver][INFO] - Training...
[2024-12-12 12:57:36,534][demucs.solver][INFO] - Train | Epoch 17 | 1/14 | 0.39 it/sec | Loss 0.2798 | Reco 0.2798 | Grad 0.0590
[2024-12-12 12:57:37,185][demucs.solver][INFO] - Train | Epoch 17 | 2/14 | 0.52 it/sec | Loss 0.2738 | Reco 0.2738 | Grad 0.0733
[2024-12-12 12:57:37,828][demucs.solver][INFO] - Train | Epoch 17 | 3/14 | 0.62 it/sec | Loss 0.2763 | Reco 0.2763 | Grad 0.0631
[2024-12-12 12:57:38,464][demucs.solver][INFO] - Train | Epoch 17 | 4/14 | 0.71 it/sec | Loss 0.2705 | Reco 0.2705 | Grad 0.0695
[2024-12-12 12:57:39,101][demucs.solver][INFO] - Train | Epoch 17 | 5/14 | 0.78 it/sec | Loss 0.2671 | Reco 0.2671 | Grad 0.0672
[2024-12-12 12:57:39,728][demucs.solver][INFO] - Train | Epoch 17 | 6/14 | 0.84 it/sec | Loss 0.2641 | Reco 0.2641 | Grad 0.0646
[2024-12-12 12:57:40,355][demucs.solver][INFO] - Train | Epoch 17 | 7/14 | 0.89 it/sec | Loss 0.2667 | Reco 0.2667 | Grad 0.0732
[2024-12-12 12:57:40,981][demucs.solver][INFO] - Train | Epoch 17 | 8/14 | 0.94 it/sec | Loss 0.2635 | Reco 0.2635 | Grad 0.0743
[2024-12-12 12:57:41,614][demucs.solver][INFO] - Train | Epoch 17 | 9/14 | 0.98 it/sec | Loss 0.2629 | Reco 0.2629 | Grad 0.0704
[2024-12-12 12:57:42,244][demucs.solver][INFO] - Train | Epoch 17 | 10/14 | 1.01 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0722
[2024-12-12 12:57:42,872][demucs.solver][INFO] - Train | Epoch 17 | 11/14 | 1.04 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.0702
[2024-12-12 12:57:43,501][demucs.solver][INFO] - Train | Epoch 17 | 12/14 | 1.07 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0679
[2024-12-12 12:57:44,129][demucs.solver][INFO] - Train | Epoch 17 | 13/14 | 1.10 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0642
[2024-12-12 12:57:44,376][demucs.solver][INFO] - Train Summary | Epoch 17 | Loss=0.2535 | Reco=0.2535 | Grad=0.0642
[2024-12-12 12:57:44,376][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:57:44,377][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:57:46,337][demucs.solver][INFO] - Valid | Epoch 17 | 1/20 | 3.90 it/sec | Loss 0.5918 | Reco 0.5918 | Nsdr 0.977
[2024-12-12 12:57:46,551][demucs.solver][INFO] - Valid | Epoch 17 | 2/20 | 4.13 it/sec | Loss 0.4586 | Reco 0.4586 | Nsdr 1.055
[2024-12-12 12:57:46,717][demucs.solver][INFO] - Valid | Epoch 17 | 3/20 | 4.48 it/sec | Loss 0.5060 | Reco 0.5060 | Nsdr 1.050
[2024-12-12 12:57:46,910][demucs.solver][INFO] - Valid | Epoch 17 | 4/20 | 4.60 it/sec | Loss 0.5252 | Reco 0.5252 | Nsdr 1.045
[2024-12-12 12:57:47,080][demucs.solver][INFO] - Valid | Epoch 17 | 5/20 | 4.78 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.030
[2024-12-12 12:57:47,292][demucs.solver][INFO] - Valid | Epoch 17 | 6/20 | 4.77 it/sec | Loss 0.5320 | Reco 0.5320 | Nsdr 1.015
[2024-12-12 12:57:47,498][demucs.solver][INFO] - Valid | Epoch 17 | 7/20 | 4.78 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.014
[2024-12-12 12:57:47,674][demucs.solver][INFO] - Valid | Epoch 17 | 8/20 | 4.86 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.009
[2024-12-12 12:57:47,917][demucs.solver][INFO] - Valid | Epoch 17 | 9/20 | 4.78 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.009
[2024-12-12 12:57:48,222][demucs.solver][INFO] - Valid | Epoch 17 | 10/20 | 4.59 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 0.993
[2024-12-12 12:57:48,512][demucs.solver][INFO] - Valid | Epoch 17 | 11/20 | 4.46 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 0.982
[2024-12-12 12:57:48,784][demucs.solver][INFO] - Valid | Epoch 17 | 12/20 | 4.39 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 0.961
[2024-12-12 12:57:49,073][demucs.solver][INFO] - Valid | Epoch 17 | 13/20 | 4.31 it/sec | Loss 0.5864 | Reco 0.5864 | Nsdr 0.955
[2024-12-12 12:57:49,258][demucs.solver][INFO] - Valid | Epoch 17 | 14/20 | 4.37 it/sec | Loss 0.5843 | Reco 0.5843 | Nsdr 0.954
[2024-12-12 12:57:49,439][demucs.solver][INFO] - Valid | Epoch 17 | 15/20 | 4.43 it/sec | Loss 0.5855 | Reco 0.5855 | Nsdr 0.956
[2024-12-12 12:57:49,616][demucs.solver][INFO] - Valid | Epoch 17 | 16/20 | 4.48 it/sec | Loss 0.5896 | Reco 0.5896 | Nsdr 0.956
[2024-12-12 12:57:49,772][demucs.solver][INFO] - Valid | Epoch 17 | 17/20 | 4.56 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 0.963
[2024-12-12 12:57:49,936][demucs.solver][INFO] - Valid | Epoch 17 | 18/20 | 4.62 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 0.967
[2024-12-12 12:57:50,175][demucs.solver][INFO] - Valid | Epoch 17 | 19/20 | 4.60 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 0.972
[2024-12-12 12:57:50,507][demucs.solver][INFO] - Valid Summary | Epoch 17 | Loss=0.5590 | Reco=0.5590 | Nsdr=0.972 | Best=0.5590 | Bname=main
[2024-12-12 12:57:50,507][demucs.solver][INFO] - New best valid loss 0.5590
[2024-12-12 12:57:52,349][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:57:52,350][demucs.solver][INFO] - Training...
[2024-12-12 12:57:58,399][demucs.solver][INFO] - Train | Epoch 18 | 1/14 | 0.44 it/sec | Loss 0.2765 | Reco 0.2765 | Grad 0.0309
[2024-12-12 12:57:59,051][demucs.solver][INFO] - Train | Epoch 18 | 2/14 | 0.58 it/sec | Loss 0.2709 | Reco 0.2709 | Grad 0.0471
[2024-12-12 12:57:59,703][demucs.solver][INFO] - Train | Epoch 18 | 3/14 | 0.69 it/sec | Loss 0.2688 | Reco 0.2688 | Grad 0.0479
[2024-12-12 12:58:00,584][demucs.solver][INFO] - Train | Epoch 18 | 4/14 | 0.75 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.0494
[2024-12-12 12:58:01,222][demucs.solver][INFO] - Train | Epoch 18 | 5/14 | 0.82 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.0453
[2024-12-12 12:58:01,857][demucs.solver][INFO] - Train | Epoch 18 | 6/14 | 0.88 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0485
[2024-12-12 12:58:02,488][demucs.solver][INFO] - Train | Epoch 18 | 7/14 | 0.93 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0511
[2024-12-12 12:58:03,121][demucs.solver][INFO] - Train | Epoch 18 | 8/14 | 0.98 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0539
[2024-12-12 12:58:03,751][demucs.solver][INFO] - Train | Epoch 18 | 9/14 | 1.02 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0516
[2024-12-12 12:58:04,383][demucs.solver][INFO] - Train | Epoch 18 | 10/14 | 1.05 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0534
[2024-12-12 12:58:05,015][demucs.solver][INFO] - Train | Epoch 18 | 11/14 | 1.08 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0541
[2024-12-12 12:58:05,646][demucs.solver][INFO] - Train | Epoch 18 | 12/14 | 1.11 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0538
[2024-12-12 12:58:06,276][demucs.solver][INFO] - Train | Epoch 18 | 13/14 | 1.13 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.0552
[2024-12-12 12:58:06,532][demucs.solver][INFO] - Train Summary | Epoch 18 | Loss=0.2484 | Reco=0.2484 | Grad=0.0552
[2024-12-12 12:58:06,532][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:58:06,533][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:58:09,201][demucs.solver][INFO] - Valid | Epoch 18 | 1/20 | 1.77 it/sec | Loss 0.5919 | Reco 0.5919 | Nsdr 0.976
[2024-12-12 12:58:09,751][demucs.solver][INFO] - Valid | Epoch 18 | 2/20 | 1.79 it/sec | Loss 0.4584 | Reco 0.4584 | Nsdr 1.048
[2024-12-12 12:58:10,241][demucs.solver][INFO] - Valid | Epoch 18 | 3/20 | 1.84 it/sec | Loss 0.5058 | Reco 0.5058 | Nsdr 1.044
[2024-12-12 12:58:10,647][demucs.solver][INFO] - Valid | Epoch 18 | 4/20 | 1.94 it/sec | Loss 0.5252 | Reco 0.5252 | Nsdr 1.038
[2024-12-12 12:58:11,016][demucs.solver][INFO] - Valid | Epoch 18 | 5/20 | 2.04 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.025
[2024-12-12 12:58:11,294][demucs.solver][INFO] - Valid | Epoch 18 | 6/20 | 2.17 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.010
[2024-12-12 12:58:11,475][demucs.solver][INFO] - Valid | Epoch 18 | 7/20 | 2.35 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.009
[2024-12-12 12:58:11,666][demucs.solver][INFO] - Valid | Epoch 18 | 8/20 | 2.50 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.005
[2024-12-12 12:58:11,911][demucs.solver][INFO] - Valid | Epoch 18 | 9/20 | 2.61 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.005
[2024-12-12 12:58:12,090][demucs.solver][INFO] - Valid | Epoch 18 | 10/20 | 2.74 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 0.990
[2024-12-12 12:58:12,231][demucs.solver][INFO] - Valid | Epoch 18 | 11/20 | 2.89 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 0.979
[2024-12-12 12:58:12,410][demucs.solver][INFO] - Valid | Epoch 18 | 12/20 | 3.00 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 0.958
[2024-12-12 12:58:12,587][demucs.solver][INFO] - Valid | Epoch 18 | 13/20 | 3.10 it/sec | Loss 0.5864 | Reco 0.5864 | Nsdr 0.952
[2024-12-12 12:58:12,749][demucs.solver][INFO] - Valid | Epoch 18 | 14/20 | 3.21 it/sec | Loss 0.5843 | Reco 0.5843 | Nsdr 0.952
[2024-12-12 12:58:12,922][demucs.solver][INFO] - Valid | Epoch 18 | 15/20 | 3.30 it/sec | Loss 0.5856 | Reco 0.5856 | Nsdr 0.954
[2024-12-12 12:58:13,093][demucs.solver][INFO] - Valid | Epoch 18 | 16/20 | 3.39 it/sec | Loss 0.5896 | Reco 0.5896 | Nsdr 0.954
[2024-12-12 12:58:13,247][demucs.solver][INFO] - Valid | Epoch 18 | 17/20 | 3.48 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 0.961
[2024-12-12 12:58:13,410][demucs.solver][INFO] - Valid | Epoch 18 | 18/20 | 3.56 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 0.965
[2024-12-12 12:58:13,556][demucs.solver][INFO] - Valid | Epoch 18 | 19/20 | 3.65 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 0.969
[2024-12-12 12:58:13,850][demucs.solver][INFO] - Valid Summary | Epoch 18 | Loss=0.5590 | Reco=0.5590 | Nsdr=0.969 | Best=0.5590 | Bname=main
[2024-12-12 12:58:13,850][demucs.solver][INFO] - New best valid loss 0.5590
[2024-12-12 12:58:15,572][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:58:15,572][demucs.solver][INFO] - Training...
[2024-12-12 12:58:22,822][demucs.solver][INFO] - Train | Epoch 19 | 1/14 | 0.35 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0420
[2024-12-12 12:58:23,460][demucs.solver][INFO] - Train | Epoch 19 | 2/14 | 0.47 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0352
[2024-12-12 12:58:24,095][demucs.solver][INFO] - Train | Epoch 19 | 3/14 | 0.57 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.0421
[2024-12-12 12:58:24,728][demucs.solver][INFO] - Train | Epoch 19 | 4/14 | 0.65 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.0470
[2024-12-12 12:58:25,362][demucs.solver][INFO] - Train | Epoch 19 | 5/14 | 0.72 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0439
[2024-12-12 12:58:25,987][demucs.solver][INFO] - Train | Epoch 19 | 6/14 | 0.78 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0532
[2024-12-12 12:58:26,614][demucs.solver][INFO] - Train | Epoch 19 | 7/14 | 0.84 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0505
[2024-12-12 12:58:27,242][demucs.solver][INFO] - Train | Epoch 19 | 8/14 | 0.88 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0489
[2024-12-12 12:58:27,873][demucs.solver][INFO] - Train | Epoch 19 | 9/14 | 0.92 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0473
[2024-12-12 12:58:28,499][demucs.solver][INFO] - Train | Epoch 19 | 10/14 | 0.96 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0525
[2024-12-12 12:58:29,124][demucs.solver][INFO] - Train | Epoch 19 | 11/14 | 0.99 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.0547
[2024-12-12 12:58:29,750][demucs.solver][INFO] - Train | Epoch 19 | 12/14 | 1.02 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0597
[2024-12-12 12:58:30,375][demucs.solver][INFO] - Train | Epoch 19 | 13/14 | 1.05 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0630
[2024-12-12 12:58:30,628][demucs.solver][INFO] - Train Summary | Epoch 19 | Loss=0.2494 | Reco=0.2494 | Grad=0.0630
[2024-12-12 12:58:30,629][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:58:30,629][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:58:32,755][demucs.solver][INFO] - Valid | Epoch 19 | 1/20 | 2.86 it/sec | Loss 0.5921 | Reco 0.5921 | Nsdr 0.971
[2024-12-12 12:58:32,935][demucs.solver][INFO] - Valid | Epoch 19 | 2/20 | 3.42 it/sec | Loss 0.4588 | Reco 0.4588 | Nsdr 1.041
[2024-12-12 12:58:33,106][demucs.solver][INFO] - Valid | Epoch 19 | 3/20 | 3.81 it/sec | Loss 0.5062 | Reco 0.5062 | Nsdr 1.039
[2024-12-12 12:58:33,275][demucs.solver][INFO] - Valid | Epoch 19 | 4/20 | 4.10 it/sec | Loss 0.5254 | Reco 0.5254 | Nsdr 1.035
[2024-12-12 12:58:33,432][demucs.solver][INFO] - Valid | Epoch 19 | 5/20 | 4.36 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.021
[2024-12-12 12:58:33,588][demucs.solver][INFO] - Valid | Epoch 19 | 6/20 | 4.57 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.006
[2024-12-12 12:58:33,745][demucs.solver][INFO] - Valid | Epoch 19 | 7/20 | 4.74 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.006
[2024-12-12 12:58:33,894][demucs.solver][INFO] - Valid | Epoch 19 | 8/20 | 4.90 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.001
[2024-12-12 12:58:34,064][demucs.solver][INFO] - Valid | Epoch 19 | 9/20 | 4.98 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.001
[2024-12-12 12:58:34,237][demucs.solver][INFO] - Valid | Epoch 19 | 10/20 | 5.05 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 0.986
[2024-12-12 12:58:34,395][demucs.solver][INFO] - Valid | Epoch 19 | 11/20 | 5.13 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 0.975
[2024-12-12 12:58:34,551][demucs.solver][INFO] - Valid | Epoch 19 | 12/20 | 5.21 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 0.954
[2024-12-12 12:58:34,722][demucs.solver][INFO] - Valid | Epoch 19 | 13/20 | 5.25 it/sec | Loss 0.5867 | Reco 0.5867 | Nsdr 0.948
[2024-12-12 12:58:34,873][demucs.solver][INFO] - Valid | Epoch 19 | 14/20 | 5.33 it/sec | Loss 0.5845 | Reco 0.5845 | Nsdr 0.948
[2024-12-12 12:58:35,040][demucs.solver][INFO] - Valid | Epoch 19 | 15/20 | 5.36 it/sec | Loss 0.5858 | Reco 0.5858 | Nsdr 0.950
[2024-12-12 12:58:35,188][demucs.solver][INFO] - Valid | Epoch 19 | 16/20 | 5.43 it/sec | Loss 0.5899 | Reco 0.5899 | Nsdr 0.949
[2024-12-12 12:58:35,362][demucs.solver][INFO] - Valid | Epoch 19 | 17/20 | 5.45 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 0.957
[2024-12-12 12:58:35,538][demucs.solver][INFO] - Valid | Epoch 19 | 18/20 | 5.46 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 0.960
[2024-12-12 12:58:35,706][demucs.solver][INFO] - Valid | Epoch 19 | 19/20 | 5.48 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 0.965
[2024-12-12 12:58:36,517][demucs.solver][INFO] - Valid Summary | Epoch 19 | Loss=0.5592 | Reco=0.5592 | Nsdr=0.965 | Best=0.5590 | Bname=main
[2024-12-12 12:58:37,939][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:58:37,939][demucs.solver][INFO] - Training...
[2024-12-12 12:58:43,022][demucs.solver][INFO] - Train | Epoch 20 | 1/14 | 0.55 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 0.0412
[2024-12-12 12:58:43,723][demucs.solver][INFO] - Train | Epoch 20 | 2/14 | 0.69 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0606
[2024-12-12 12:58:46,004][demucs.solver][INFO] - Train | Epoch 20 | 3/14 | 0.60 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.0577
[2024-12-12 12:58:46,651][demucs.solver][INFO] - Train | Epoch 20 | 4/14 | 0.69 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0592
[2024-12-12 12:58:47,490][demucs.solver][INFO] - Train | Epoch 20 | 5/14 | 0.74 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0549
[2024-12-12 12:58:48,134][demucs.solver][INFO] - Train | Epoch 20 | 6/14 | 0.80 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0597
[2024-12-12 12:58:48,781][demucs.solver][INFO] - Train | Epoch 20 | 7/14 | 0.85 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0583
[2024-12-12 12:58:49,416][demucs.solver][INFO] - Train | Epoch 20 | 8/14 | 0.90 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0558
[2024-12-12 12:58:50,050][demucs.solver][INFO] - Train | Epoch 20 | 9/14 | 0.94 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0518
[2024-12-12 12:58:50,680][demucs.solver][INFO] - Train | Epoch 20 | 10/14 | 0.97 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0503
[2024-12-12 12:58:51,317][demucs.solver][INFO] - Train | Epoch 20 | 11/14 | 1.00 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0563
[2024-12-12 12:58:51,952][demucs.solver][INFO] - Train | Epoch 20 | 12/14 | 1.03 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.0546
[2024-12-12 12:58:52,587][demucs.solver][INFO] - Train | Epoch 20 | 13/14 | 1.06 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0528
[2024-12-12 12:58:52,885][demucs.solver][INFO] - Train Summary | Epoch 20 | Loss=0.2567 | Reco=0.2567 | Grad=0.0528
[2024-12-12 12:58:52,885][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:58:52,885][demucs.solver][INFO] - Cross validation...
[2024-12-12 12:58:55,308][demucs.solver][INFO] - Valid | Epoch 20 | 1/20 | 2.26 it/sec | Loss 0.5936 | Reco 0.5936 | Nsdr 0.950
[2024-12-12 12:58:55,601][demucs.solver][INFO] - Valid | Epoch 20 | 2/20 | 2.55 it/sec | Loss 0.4601 | Reco 0.4601 | Nsdr 1.017
[2024-12-12 12:58:55,834][demucs.solver][INFO] - Valid | Epoch 20 | 3/20 | 2.84 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.017
[2024-12-12 12:58:56,120][demucs.solver][INFO] - Valid | Epoch 20 | 4/20 | 2.95 it/sec | Loss 0.5269 | Reco 0.5269 | Nsdr 1.013
[2024-12-12 12:58:56,378][demucs.solver][INFO] - Valid | Epoch 20 | 5/20 | 3.07 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 0.999
[2024-12-12 12:58:56,691][demucs.solver][INFO] - Valid | Epoch 20 | 6/20 | 3.09 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 0.985
[2024-12-12 12:58:57,005][demucs.solver][INFO] - Valid | Epoch 20 | 7/20 | 3.10 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 0.986
[2024-12-12 12:58:57,272][demucs.solver][INFO] - Valid | Epoch 20 | 8/20 | 3.16 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 0.981
[2024-12-12 12:58:57,570][demucs.solver][INFO] - Valid | Epoch 20 | 9/20 | 3.18 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 0.981
[2024-12-12 12:58:57,898][demucs.solver][INFO] - Valid | Epoch 20 | 10/20 | 3.17 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 0.966
[2024-12-12 12:58:58,137][demucs.solver][INFO] - Valid | Epoch 20 | 11/20 | 3.23 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 0.956
[2024-12-12 12:58:58,440][demucs.solver][INFO] - Valid | Epoch 20 | 12/20 | 3.24 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 0.936
[2024-12-12 12:58:58,733][demucs.solver][INFO] - Valid | Epoch 20 | 13/20 | 3.25 it/sec | Loss 0.5880 | Reco 0.5880 | Nsdr 0.930
[2024-12-12 12:58:58,997][demucs.solver][INFO] - Valid | Epoch 20 | 14/20 | 3.28 it/sec | Loss 0.5858 | Reco 0.5858 | Nsdr 0.930
[2024-12-12 12:58:59,310][demucs.solver][INFO] - Valid | Epoch 20 | 15/20 | 3.27 it/sec | Loss 0.5871 | Reco 0.5871 | Nsdr 0.932
[2024-12-12 12:58:59,618][demucs.solver][INFO] - Valid | Epoch 20 | 16/20 | 3.27 it/sec | Loss 0.5912 | Reco 0.5912 | Nsdr 0.932
[2024-12-12 12:58:59,840][demucs.solver][INFO] - Valid | Epoch 20 | 17/20 | 3.32 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 0.939
[2024-12-12 12:59:00,174][demucs.solver][INFO] - Valid | Epoch 20 | 18/20 | 3.30 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 0.942
[2024-12-12 12:59:00,369][demucs.solver][INFO] - Valid | Epoch 20 | 19/20 | 3.36 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 0.946
[2024-12-12 12:59:00,689][demucs.solver][INFO] - Valid Summary | Epoch 20 | Loss=0.5606 | Reco=0.5606 | Nsdr=0.946 | Best=0.5590 | Bname=main
[2024-12-12 12:59:00,689][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 12:59:00,689][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 12:59:13,921][demucs.evaluate][INFO] - Eval | 1/20 | 0.35 it/sec
[2024-12-12 12:59:17,165][demucs.evaluate][INFO] - Eval | 2/20 | 0.33 it/sec
[2024-12-12 12:59:20,192][demucs.evaluate][INFO] - Eval | 3/20 | 0.33 it/sec
[2024-12-12 12:59:23,045][demucs.evaluate][INFO] - Eval | 4/20 | 0.34 it/sec
[2024-12-12 12:59:25,978][demucs.evaluate][INFO] - Eval | 5/20 | 0.34 it/sec
[2024-12-12 12:59:28,899][demucs.evaluate][INFO] - Eval | 6/20 | 0.34 it/sec
[2024-12-12 12:59:31,753][demucs.evaluate][INFO] - Eval | 7/20 | 0.34 it/sec
[2024-12-12 12:59:34,715][demucs.evaluate][INFO] - Eval | 8/20 | 0.34 it/sec
[2024-12-12 12:59:37,638][demucs.evaluate][INFO] - Eval | 9/20 | 0.34 it/sec
[2024-12-12 12:59:40,696][demucs.evaluate][INFO] - Eval | 10/20 | 0.34 it/sec
[2024-12-12 12:59:43,600][demucs.evaluate][INFO] - Eval | 11/20 | 0.34 it/sec
[2024-12-12 12:59:46,445][demucs.evaluate][INFO] - Eval | 12/20 | 0.34 it/sec
[2024-12-12 12:59:49,384][demucs.evaluate][INFO] - Eval | 13/20 | 0.34 it/sec
[2024-12-12 12:59:52,221][demucs.evaluate][INFO] - Eval | 14/20 | 0.34 it/sec
[2024-12-12 12:59:55,390][demucs.evaluate][INFO] - Eval | 15/20 | 0.34 it/sec
[2024-12-12 12:59:58,253][demucs.evaluate][INFO] - Eval | 16/20 | 0.34 it/sec
[2024-12-12 13:00:01,106][demucs.evaluate][INFO] - Eval | 17/20 | 0.34 it/sec
[2024-12-12 13:00:04,002][demucs.evaluate][INFO] - Eval | 18/20 | 0.34 it/sec
[2024-12-12 13:00:06,885][demucs.evaluate][INFO] - Eval | 19/20 | 0.34 it/sec
[2024-12-12 13:00:06,921][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 56.50 it/sec
[2024-12-12 13:00:06,930][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 67.75 it/sec
[2024-12-12 13:00:06,944][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 68.96 it/sec
[2024-12-12 13:00:06,955][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 72.37 it/sec
[2024-12-12 13:00:06,962][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 78.93 it/sec
[2024-12-12 13:00:06,971][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 81.61 it/sec
[2024-12-12 13:00:06,979][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 85.28 it/sec
[2024-12-12 13:00:06,988][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 87.59 it/sec
[2024-12-12 13:00:06,997][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 89.94 it/sec
[2024-12-12 13:00:07,003][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 93.85 it/sec
[2024-12-12 13:00:07,011][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 95.54 it/sec
[2024-12-12 13:00:07,020][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 96.82 it/sec
[2024-12-12 13:00:07,029][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 97.53 it/sec
[2024-12-12 13:00:07,037][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 99.34 it/sec
[2024-12-12 13:00:07,045][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 100.41 it/sec
[2024-12-12 13:00:07,055][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 100.43 it/sec
[2024-12-12 13:00:07,063][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 101.26 it/sec
[2024-12-12 13:00:07,073][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 101.16 it/sec
[2024-12-12 13:00:07,083][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 101.28 it/sec
[2024-12-12 13:00:07,129][demucs.solver][INFO] - Test Summary | Epoch 20 | Nsdr=0.857 | Nsdr_drums=0.869 | Nsdr_bass=0.834 | Nsdr_other=0.881 | Nsdr_vocals=0.842
[2024-12-12 13:00:08,502][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:00:08,502][demucs.solver][INFO] - Training...
[2024-12-12 13:00:16,006][demucs.solver][INFO] - Train | Epoch 21 | 1/14 | 0.33 it/sec | Loss 0.2151 | Reco 0.2151 | Grad 0.1010
[2024-12-12 13:00:16,730][demucs.solver][INFO] - Train | Epoch 21 | 2/14 | 0.44 it/sec | Loss 0.2171 | Reco 0.2171 | Grad 0.0768
[2024-12-12 13:00:17,367][demucs.solver][INFO] - Train | Epoch 21 | 3/14 | 0.54 it/sec | Loss 0.2196 | Reco 0.2196 | Grad 0.0805
[2024-12-12 13:00:18,012][demucs.solver][INFO] - Train | Epoch 21 | 4/14 | 0.62 it/sec | Loss 0.2240 | Reco 0.2240 | Grad 0.0699
[2024-12-12 13:00:18,649][demucs.solver][INFO] - Train | Epoch 21 | 5/14 | 0.69 it/sec | Loss 0.2244 | Reco 0.2244 | Grad 0.0665
[2024-12-12 13:00:19,284][demucs.solver][INFO] - Train | Epoch 21 | 6/14 | 0.75 it/sec | Loss 0.2293 | Reco 0.2293 | Grad 0.0642
[2024-12-12 13:00:19,920][demucs.solver][INFO] - Train | Epoch 21 | 7/14 | 0.80 it/sec | Loss 0.2303 | Reco 0.2303 | Grad 0.0596
[2024-12-12 13:00:20,551][demucs.solver][INFO] - Train | Epoch 21 | 8/14 | 0.84 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 0.0619
[2024-12-12 13:00:21,183][demucs.solver][INFO] - Train | Epoch 21 | 9/14 | 0.89 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.0599
[2024-12-12 13:00:21,819][demucs.solver][INFO] - Train | Epoch 21 | 10/14 | 0.92 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0582
[2024-12-12 13:00:22,452][demucs.solver][INFO] - Train | Epoch 21 | 11/14 | 0.96 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0559
[2024-12-12 13:00:23,094][demucs.solver][INFO] - Train | Epoch 21 | 12/14 | 0.98 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0546
[2024-12-12 13:00:23,725][demucs.solver][INFO] - Train | Epoch 21 | 13/14 | 1.01 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0561
[2024-12-12 13:00:23,981][demucs.solver][INFO] - Train Summary | Epoch 21 | Loss=0.2457 | Reco=0.2457 | Grad=0.0561
[2024-12-12 13:00:23,982][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:00:23,982][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:00:25,914][demucs.solver][INFO] - Valid | Epoch 21 | 1/20 | 3.30 it/sec | Loss 0.5926 | Reco 0.5926 | Nsdr 0.962
[2024-12-12 13:00:26,110][demucs.solver][INFO] - Valid | Epoch 21 | 2/20 | 3.74 it/sec | Loss 0.4591 | Reco 0.4591 | Nsdr 1.028
[2024-12-12 13:00:26,296][demucs.solver][INFO] - Valid | Epoch 21 | 3/20 | 4.05 it/sec | Loss 0.5064 | Reco 0.5064 | Nsdr 1.029
[2024-12-12 13:00:26,478][demucs.solver][INFO] - Valid | Epoch 21 | 4/20 | 4.27 it/sec | Loss 0.5258 | Reco 0.5258 | Nsdr 1.025
[2024-12-12 13:00:26,663][demucs.solver][INFO] - Valid | Epoch 21 | 5/20 | 4.43 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.011
[2024-12-12 13:00:26,849][demucs.solver][INFO] - Valid | Epoch 21 | 6/20 | 4.54 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 0.996
[2024-12-12 13:00:27,031][demucs.solver][INFO] - Valid | Epoch 21 | 7/20 | 4.64 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 0.997
[2024-12-12 13:00:27,215][demucs.solver][INFO] - Valid | Epoch 21 | 8/20 | 4.72 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 0.993
[2024-12-12 13:00:27,404][demucs.solver][INFO] - Valid | Epoch 21 | 9/20 | 4.77 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 0.993
[2024-12-12 13:00:27,566][demucs.solver][INFO] - Valid | Epoch 21 | 10/20 | 4.87 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 0.977
[2024-12-12 13:00:27,743][demucs.solver][INFO] - Valid | Epoch 21 | 11/20 | 4.93 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 0.967
[2024-12-12 13:00:27,928][demucs.solver][INFO] - Valid | Epoch 21 | 12/20 | 4.96 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 0.946
[2024-12-12 13:00:28,113][demucs.solver][INFO] - Valid | Epoch 21 | 13/20 | 4.99 it/sec | Loss 0.5871 | Reco 0.5871 | Nsdr 0.941
[2024-12-12 13:00:28,265][demucs.solver][INFO] - Valid | Epoch 21 | 14/20 | 5.07 it/sec | Loss 0.5850 | Reco 0.5850 | Nsdr 0.940
[2024-12-12 13:00:28,448][demucs.solver][INFO] - Valid | Epoch 21 | 15/20 | 5.09 it/sec | Loss 0.5863 | Reco 0.5863 | Nsdr 0.942
[2024-12-12 13:00:28,610][demucs.solver][INFO] - Valid | Epoch 21 | 16/20 | 5.15 it/sec | Loss 0.5903 | Reco 0.5903 | Nsdr 0.942
[2024-12-12 13:00:28,782][demucs.solver][INFO] - Valid | Epoch 21 | 17/20 | 5.18 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 0.949
[2024-12-12 13:00:28,944][demucs.solver][INFO] - Valid | Epoch 21 | 18/20 | 5.22 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 0.951
[2024-12-12 13:00:29,107][demucs.solver][INFO] - Valid | Epoch 21 | 19/20 | 5.26 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 0.956
[2024-12-12 13:00:29,420][demucs.solver][INFO] - Valid Summary | Epoch 21 | Loss=0.5597 | Reco=0.5597 | Nsdr=0.956 | Best=0.5590 | Bname=main
[2024-12-12 13:00:30,795][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:00:30,796][demucs.solver][INFO] - Training...
[2024-12-12 13:00:39,493][demucs.solver][INFO] - Train | Epoch 22 | 1/14 | 0.28 it/sec | Loss 0.2315 | Reco 0.2315 | Grad 0.0715
[2024-12-12 13:00:40,254][demucs.solver][INFO] - Train | Epoch 22 | 2/14 | 0.37 it/sec | Loss 0.2330 | Reco 0.2330 | Grad 0.0607
[2024-12-12 13:00:40,903][demucs.solver][INFO] - Train | Epoch 22 | 3/14 | 0.46 it/sec | Loss 0.2301 | Reco 0.2301 | Grad 0.0585
[2024-12-12 13:00:41,550][demucs.solver][INFO] - Train | Epoch 22 | 4/14 | 0.54 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0640
[2024-12-12 13:00:42,813][demucs.solver][INFO] - Train | Epoch 22 | 5/14 | 0.57 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0634
[2024-12-12 13:00:44,020][demucs.solver][INFO] - Train | Epoch 22 | 6/14 | 0.59 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0574
[2024-12-12 13:00:45,188][demucs.solver][INFO] - Train | Epoch 22 | 7/14 | 0.62 it/sec | Loss 0.2611 | Reco 0.2611 | Grad 0.0556
[2024-12-12 13:00:45,864][demucs.solver][INFO] - Train | Epoch 22 | 8/14 | 0.66 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 0.0539
[2024-12-12 13:00:46,493][demucs.solver][INFO] - Train | Epoch 22 | 9/14 | 0.70 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0589
[2024-12-12 13:00:47,125][demucs.solver][INFO] - Train | Epoch 22 | 10/14 | 0.74 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0594
[2024-12-12 13:00:47,761][demucs.solver][INFO] - Train | Epoch 22 | 11/14 | 0.77 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.0600
[2024-12-12 13:00:48,389][demucs.solver][INFO] - Train | Epoch 22 | 12/14 | 0.81 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0582
[2024-12-12 13:00:49,018][demucs.solver][INFO] - Train | Epoch 22 | 13/14 | 0.83 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0589
[2024-12-12 13:00:49,309][demucs.solver][INFO] - Train Summary | Epoch 22 | Loss=0.2573 | Reco=0.2573 | Grad=0.0589
[2024-12-12 13:00:49,309][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:00:49,310][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:00:51,261][demucs.solver][INFO] - Valid | Epoch 22 | 1/20 | 3.38 it/sec | Loss 0.5907 | Reco 0.5907 | Nsdr 0.989
[2024-12-12 13:00:51,485][demucs.solver][INFO] - Valid | Epoch 22 | 2/20 | 3.68 it/sec | Loss 0.4576 | Reco 0.4576 | Nsdr 1.056
[2024-12-12 13:00:51,682][demucs.solver][INFO] - Valid | Epoch 22 | 3/20 | 3.95 it/sec | Loss 0.5048 | Reco 0.5048 | Nsdr 1.057
[2024-12-12 13:00:51,852][demucs.solver][INFO] - Valid | Epoch 22 | 4/20 | 4.23 it/sec | Loss 0.5240 | Reco 0.5240 | Nsdr 1.053
[2024-12-12 13:00:52,042][demucs.solver][INFO] - Valid | Epoch 22 | 5/20 | 4.37 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.039
[2024-12-12 13:00:52,215][demucs.solver][INFO] - Valid | Epoch 22 | 6/20 | 4.53 it/sec | Loss 0.5308 | Reco 0.5308 | Nsdr 1.024
[2024-12-12 13:00:52,388][demucs.solver][INFO] - Valid | Epoch 22 | 7/20 | 4.65 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.024
[2024-12-12 13:00:52,568][demucs.solver][INFO] - Valid | Epoch 22 | 8/20 | 4.74 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.020
[2024-12-12 13:00:52,744][demucs.solver][INFO] - Valid | Epoch 22 | 9/20 | 4.82 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.020
[2024-12-12 13:00:52,922][demucs.solver][INFO] - Valid | Epoch 22 | 10/20 | 4.88 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.005
[2024-12-12 13:00:53,104][demucs.solver][INFO] - Valid | Epoch 22 | 11/20 | 4.93 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 0.994
[2024-12-12 13:00:53,273][demucs.solver][INFO] - Valid | Epoch 22 | 12/20 | 4.99 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 0.972
[2024-12-12 13:00:53,453][demucs.solver][INFO] - Valid | Epoch 22 | 13/20 | 5.03 it/sec | Loss 0.5852 | Reco 0.5852 | Nsdr 0.967
[2024-12-12 13:00:53,643][demucs.solver][INFO] - Valid | Epoch 22 | 14/20 | 5.04 it/sec | Loss 0.5830 | Reco 0.5830 | Nsdr 0.966
[2024-12-12 13:00:53,812][demucs.solver][INFO] - Valid | Epoch 22 | 15/20 | 5.09 it/sec | Loss 0.5843 | Reco 0.5843 | Nsdr 0.968
[2024-12-12 13:00:53,977][demucs.solver][INFO] - Valid | Epoch 22 | 16/20 | 5.14 it/sec | Loss 0.5884 | Reco 0.5884 | Nsdr 0.968
[2024-12-12 13:00:54,143][demucs.solver][INFO] - Valid | Epoch 22 | 17/20 | 5.18 it/sec | Loss 0.5763 | Reco 0.5763 | Nsdr 0.975
[2024-12-12 13:00:54,295][demucs.solver][INFO] - Valid | Epoch 22 | 18/20 | 5.24 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 0.978
[2024-12-12 13:00:54,448][demucs.solver][INFO] - Valid | Epoch 22 | 19/20 | 5.29 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 0.982
[2024-12-12 13:00:54,800][demucs.solver][INFO] - Valid Summary | Epoch 22 | Loss=0.5579 | Reco=0.5579 | Nsdr=0.982 | Best=0.5579 | Bname=main
[2024-12-12 13:00:54,801][demucs.solver][INFO] - New best valid loss 0.5579
[2024-12-12 13:00:56,735][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:00:56,735][demucs.solver][INFO] - Training...
[2024-12-12 13:01:01,918][demucs.solver][INFO] - Train | Epoch 23 | 1/14 | 0.54 it/sec | Loss 0.2816 | Reco 0.2816 | Grad 0.0441
[2024-12-12 13:01:02,679][demucs.solver][INFO] - Train | Epoch 23 | 2/14 | 0.67 it/sec | Loss 0.2822 | Reco 0.2822 | Grad 0.0631
[2024-12-12 13:01:03,326][demucs.solver][INFO] - Train | Epoch 23 | 3/14 | 0.78 it/sec | Loss 0.2706 | Reco 0.2706 | Grad 0.0572
[2024-12-12 13:01:07,778][demucs.solver][INFO] - Train | Epoch 23 | 4/14 | 0.52 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 0.0560
[2024-12-12 13:01:08,412][demucs.solver][INFO] - Train | Epoch 23 | 5/14 | 0.59 it/sec | Loss 0.2666 | Reco 0.2666 | Grad 0.0598
[2024-12-12 13:01:09,048][demucs.solver][INFO] - Train | Epoch 23 | 6/14 | 0.64 it/sec | Loss 0.2647 | Reco 0.2647 | Grad 0.0662
[2024-12-12 13:01:09,673][demucs.solver][INFO] - Train | Epoch 23 | 7/14 | 0.70 it/sec | Loss 0.2605 | Reco 0.2605 | Grad 0.0661
[2024-12-12 13:01:10,298][demucs.solver][INFO] - Train | Epoch 23 | 8/14 | 0.74 it/sec | Loss 0.2638 | Reco 0.2638 | Grad 0.0741
[2024-12-12 13:01:10,923][demucs.solver][INFO] - Train | Epoch 23 | 9/14 | 0.79 it/sec | Loss 0.2653 | Reco 0.2653 | Grad 0.0701
[2024-12-12 13:01:11,548][demucs.solver][INFO] - Train | Epoch 23 | 10/14 | 0.82 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 0.0664
[2024-12-12 13:01:12,179][demucs.solver][INFO] - Train | Epoch 23 | 11/14 | 0.86 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.0629
[2024-12-12 13:01:12,809][demucs.solver][INFO] - Train | Epoch 23 | 12/14 | 0.89 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.0598
[2024-12-12 13:01:13,446][demucs.solver][INFO] - Train | Epoch 23 | 13/14 | 0.92 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0596
[2024-12-12 13:01:13,706][demucs.solver][INFO] - Train Summary | Epoch 23 | Loss=0.2558 | Reco=0.2558 | Grad=0.0596
[2024-12-12 13:01:13,707][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:01:13,707][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:01:16,183][demucs.solver][INFO] - Valid | Epoch 23 | 1/20 | 1.72 it/sec | Loss 0.5881 | Reco 0.5881 | Nsdr 1.026
[2024-12-12 13:01:16,348][demucs.solver][INFO] - Valid | Epoch 23 | 2/20 | 2.26 it/sec | Loss 0.4557 | Reco 0.4557 | Nsdr 1.097
[2024-12-12 13:01:16,525][demucs.solver][INFO] - Valid | Epoch 23 | 3/20 | 2.66 it/sec | Loss 0.5026 | Reco 0.5026 | Nsdr 1.097
[2024-12-12 13:01:16,716][demucs.solver][INFO] - Valid | Epoch 23 | 4/20 | 2.95 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.093
[2024-12-12 13:01:16,909][demucs.solver][INFO] - Valid | Epoch 23 | 5/20 | 3.18 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.078
[2024-12-12 13:01:17,102][demucs.solver][INFO] - Valid | Epoch 23 | 6/20 | 3.36 it/sec | Loss 0.5284 | Reco 0.5284 | Nsdr 1.063
[2024-12-12 13:01:17,284][demucs.solver][INFO] - Valid | Epoch 23 | 7/20 | 3.53 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.063
[2024-12-12 13:01:17,463][demucs.solver][INFO] - Valid | Epoch 23 | 8/20 | 3.68 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.058
[2024-12-12 13:01:17,656][demucs.solver][INFO] - Valid | Epoch 23 | 9/20 | 3.79 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.059
[2024-12-12 13:01:17,833][demucs.solver][INFO] - Valid | Epoch 23 | 10/20 | 3.91 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.042
[2024-12-12 13:01:18,009][demucs.solver][INFO] - Valid | Epoch 23 | 11/20 | 4.02 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.031
[2024-12-12 13:01:18,185][demucs.solver][INFO] - Valid | Epoch 23 | 12/20 | 4.11 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.009
[2024-12-12 13:01:18,361][demucs.solver][INFO] - Valid | Epoch 23 | 13/20 | 4.19 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.003
[2024-12-12 13:01:18,525][demucs.solver][INFO] - Valid | Epoch 23 | 14/20 | 4.28 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.002
[2024-12-12 13:01:18,679][demucs.solver][INFO] - Valid | Epoch 23 | 15/20 | 4.37 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.004
[2024-12-12 13:01:18,867][demucs.solver][INFO] - Valid | Epoch 23 | 16/20 | 4.42 it/sec | Loss 0.5857 | Reco 0.5857 | Nsdr 1.004
[2024-12-12 13:01:19,040][demucs.solver][INFO] - Valid | Epoch 23 | 17/20 | 4.48 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.012
[2024-12-12 13:01:19,203][demucs.solver][INFO] - Valid | Epoch 23 | 18/20 | 4.54 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.014
[2024-12-12 13:01:19,376][demucs.solver][INFO] - Valid | Epoch 23 | 19/20 | 4.59 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.019
[2024-12-12 13:01:19,674][demucs.solver][INFO] - Valid Summary | Epoch 23 | Loss=0.5553 | Reco=0.5553 | Nsdr=1.019 | Best=0.5553 | Bname=main
[2024-12-12 13:01:19,675][demucs.solver][INFO] - New best valid loss 0.5553
[2024-12-12 13:01:21,476][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:01:21,476][demucs.solver][INFO] - Training...
[2024-12-12 13:01:31,269][demucs.solver][INFO] - Train | Epoch 24 | 1/14 | 0.24 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 0.0617
[2024-12-12 13:01:31,979][demucs.solver][INFO] - Train | Epoch 24 | 2/14 | 0.33 it/sec | Loss 0.2325 | Reco 0.2325 | Grad 0.0568
[2024-12-12 13:01:32,849][demucs.solver][INFO] - Train | Epoch 24 | 3/14 | 0.40 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.0527
[2024-12-12 13:01:33,577][demucs.solver][INFO] - Train | Epoch 24 | 4/14 | 0.47 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.0580
[2024-12-12 13:01:34,264][demucs.solver][INFO] - Train | Epoch 24 | 5/14 | 0.53 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0512
[2024-12-12 13:01:34,896][demucs.solver][INFO] - Train | Epoch 24 | 6/14 | 0.58 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0565
[2024-12-12 13:01:35,525][demucs.solver][INFO] - Train | Epoch 24 | 7/14 | 0.63 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0574
[2024-12-12 13:01:36,157][demucs.solver][INFO] - Train | Epoch 24 | 8/14 | 0.68 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0550
[2024-12-12 13:01:36,790][demucs.solver][INFO] - Train | Epoch 24 | 9/14 | 0.72 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0514
[2024-12-12 13:01:37,425][demucs.solver][INFO] - Train | Epoch 24 | 10/14 | 0.76 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.0487
[2024-12-12 13:01:38,065][demucs.solver][INFO] - Train | Epoch 24 | 11/14 | 0.79 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0544
[2024-12-12 13:01:38,827][demucs.solver][INFO] - Train | Epoch 24 | 12/14 | 0.82 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.0532
[2024-12-12 13:01:39,467][demucs.solver][INFO] - Train | Epoch 24 | 13/14 | 0.84 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0509
[2024-12-12 13:01:39,750][demucs.solver][INFO] - Train Summary | Epoch 24 | Loss=0.2456 | Reco=0.2456 | Grad=0.0509
[2024-12-12 13:01:39,750][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:01:39,751][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:01:41,987][demucs.solver][INFO] - Valid | Epoch 24 | 1/20 | 3.85 it/sec | Loss 0.5878 | Reco 0.5878 | Nsdr 1.031
[2024-12-12 13:01:42,166][demucs.solver][INFO] - Valid | Epoch 24 | 2/20 | 4.30 it/sec | Loss 0.4551 | Reco 0.4551 | Nsdr 1.100
[2024-12-12 13:01:42,344][demucs.solver][INFO] - Valid | Epoch 24 | 3/20 | 4.56 it/sec | Loss 0.5020 | Reco 0.5020 | Nsdr 1.100
[2024-12-12 13:01:42,523][demucs.solver][INFO] - Valid | Epoch 24 | 4/20 | 4.74 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.096
[2024-12-12 13:01:42,703][demucs.solver][INFO] - Valid | Epoch 24 | 5/20 | 4.86 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.082
[2024-12-12 13:01:42,886][demucs.solver][INFO] - Valid | Epoch 24 | 6/20 | 4.94 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.067
[2024-12-12 13:01:43,068][demucs.solver][INFO] - Valid | Epoch 24 | 7/20 | 5.00 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.068
[2024-12-12 13:01:43,256][demucs.solver][INFO] - Valid | Epoch 24 | 8/20 | 5.03 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.063
[2024-12-12 13:01:43,433][demucs.solver][INFO] - Valid | Epoch 24 | 9/20 | 5.09 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.063
[2024-12-12 13:01:43,613][demucs.solver][INFO] - Valid | Epoch 24 | 10/20 | 5.13 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.047
[2024-12-12 13:01:43,791][demucs.solver][INFO] - Valid | Epoch 24 | 11/20 | 5.17 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.035
[2024-12-12 13:01:43,959][demucs.solver][INFO] - Valid | Epoch 24 | 12/20 | 5.22 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.013
[2024-12-12 13:01:44,138][demucs.solver][INFO] - Valid | Epoch 24 | 13/20 | 5.24 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.007
[2024-12-12 13:01:44,318][demucs.solver][INFO] - Valid | Epoch 24 | 14/20 | 5.26 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.006
[2024-12-12 13:01:44,498][demucs.solver][INFO] - Valid | Epoch 24 | 15/20 | 5.28 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.008
[2024-12-12 13:01:44,674][demucs.solver][INFO] - Valid | Epoch 24 | 16/20 | 5.30 it/sec | Loss 0.5853 | Reco 0.5853 | Nsdr 1.009
[2024-12-12 13:01:44,849][demucs.solver][INFO] - Valid | Epoch 24 | 17/20 | 5.32 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.016
[2024-12-12 13:01:45,038][demucs.solver][INFO] - Valid | Epoch 24 | 18/20 | 5.32 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.019
[2024-12-12 13:01:45,213][demucs.solver][INFO] - Valid | Epoch 24 | 19/20 | 5.34 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.024
[2024-12-12 13:01:46,038][demucs.solver][INFO] - Valid Summary | Epoch 24 | Loss=0.5549 | Reco=0.5549 | Nsdr=1.024 | Best=0.5549 | Bname=main
[2024-12-12 13:01:46,039][demucs.solver][INFO] - New best valid loss 0.5549
[2024-12-12 13:01:47,740][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:01:47,740][demucs.solver][INFO] - Training...
[2024-12-12 13:01:54,152][demucs.solver][INFO] - Train | Epoch 25 | 1/14 | 0.42 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0611
[2024-12-12 13:01:54,806][demucs.solver][INFO] - Train | Epoch 25 | 2/14 | 0.55 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0708
[2024-12-12 13:01:55,522][demucs.solver][INFO] - Train | Epoch 25 | 3/14 | 0.65 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0622
[2024-12-12 13:01:56,165][demucs.solver][INFO] - Train | Epoch 25 | 4/14 | 0.73 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0739
[2024-12-12 13:01:56,805][demucs.solver][INFO] - Train | Epoch 25 | 5/14 | 0.80 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.0761
[2024-12-12 13:01:57,450][demucs.solver][INFO] - Train | Epoch 25 | 6/14 | 0.86 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0708
[2024-12-12 13:01:58,089][demucs.solver][INFO] - Train | Epoch 25 | 7/14 | 0.91 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0715
[2024-12-12 13:01:58,730][demucs.solver][INFO] - Train | Epoch 25 | 8/14 | 0.96 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0679
[2024-12-12 13:01:59,368][demucs.solver][INFO] - Train | Epoch 25 | 9/14 | 1.00 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0632
[2024-12-12 13:02:00,012][demucs.solver][INFO] - Train | Epoch 25 | 10/14 | 1.03 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0617
[2024-12-12 13:02:00,648][demucs.solver][INFO] - Train | Epoch 25 | 11/14 | 1.06 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0589
[2024-12-12 13:02:01,283][demucs.solver][INFO] - Train | Epoch 25 | 12/14 | 1.09 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0593
[2024-12-12 13:02:01,915][demucs.solver][INFO] - Train | Epoch 25 | 13/14 | 1.11 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0569
[2024-12-12 13:02:02,201][demucs.solver][INFO] - Train Summary | Epoch 25 | Loss=0.2489 | Reco=0.2489 | Grad=0.0569
[2024-12-12 13:02:02,201][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:02:02,201][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:02:04,157][demucs.solver][INFO] - Valid | Epoch 25 | 1/20 | 3.45 it/sec | Loss 0.5878 | Reco 0.5878 | Nsdr 1.031
[2024-12-12 13:02:04,349][demucs.solver][INFO] - Valid | Epoch 25 | 2/20 | 3.88 it/sec | Loss 0.4559 | Reco 0.4559 | Nsdr 1.100
[2024-12-12 13:02:04,516][demucs.solver][INFO] - Valid | Epoch 25 | 3/20 | 4.26 it/sec | Loss 0.5028 | Reco 0.5028 | Nsdr 1.102
[2024-12-12 13:02:04,693][demucs.solver][INFO] - Valid | Epoch 25 | 4/20 | 4.48 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.097
[2024-12-12 13:02:04,883][demucs.solver][INFO] - Valid | Epoch 25 | 5/20 | 4.60 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.082
[2024-12-12 13:02:05,060][demucs.solver][INFO] - Valid | Epoch 25 | 6/20 | 4.72 it/sec | Loss 0.5282 | Reco 0.5282 | Nsdr 1.067
[2024-12-12 13:02:05,236][demucs.solver][INFO] - Valid | Epoch 25 | 7/20 | 4.82 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.068
[2024-12-12 13:02:05,419][demucs.solver][INFO] - Valid | Epoch 25 | 8/20 | 4.89 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.063
[2024-12-12 13:02:05,600][demucs.solver][INFO] - Valid | Epoch 25 | 9/20 | 4.94 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.064
[2024-12-12 13:02:05,778][demucs.solver][INFO] - Valid | Epoch 25 | 10/20 | 5.00 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.047
[2024-12-12 13:02:05,954][demucs.solver][INFO] - Valid | Epoch 25 | 11/20 | 5.05 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.036
[2024-12-12 13:02:06,119][demucs.solver][INFO] - Valid | Epoch 25 | 12/20 | 5.11 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.014
[2024-12-12 13:02:06,286][demucs.solver][INFO] - Valid | Epoch 25 | 13/20 | 5.17 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.008
[2024-12-12 13:02:06,460][demucs.solver][INFO] - Valid | Epoch 25 | 14/20 | 5.20 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.007
[2024-12-12 13:02:06,637][demucs.solver][INFO] - Valid | Epoch 25 | 15/20 | 5.23 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.009
[2024-12-12 13:02:06,832][demucs.solver][INFO] - Valid | Epoch 25 | 16/20 | 5.22 it/sec | Loss 0.5854 | Reco 0.5854 | Nsdr 1.009
[2024-12-12 13:02:07,009][demucs.solver][INFO] - Valid | Epoch 25 | 17/20 | 5.24 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.017
[2024-12-12 13:02:07,175][demucs.solver][INFO] - Valid | Epoch 25 | 18/20 | 5.28 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.020
[2024-12-12 13:02:07,365][demucs.solver][INFO] - Valid | Epoch 25 | 19/20 | 5.28 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.025
[2024-12-12 13:02:07,681][demucs.solver][INFO] - Valid Summary | Epoch 25 | Loss=0.5551 | Reco=0.5551 | Nsdr=1.025 | Best=0.5549 | Bname=main
[2024-12-12 13:02:09,061][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:02:09,061][demucs.solver][INFO] - Training...
[2024-12-12 13:02:16,186][demucs.solver][INFO] - Train | Epoch 26 | 1/14 | 0.35 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 0.1203
[2024-12-12 13:02:16,923][demucs.solver][INFO] - Train | Epoch 26 | 2/14 | 0.47 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.1092
[2024-12-12 13:02:17,586][demucs.solver][INFO] - Train | Epoch 26 | 3/14 | 0.57 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.1100
[2024-12-12 13:02:18,237][demucs.solver][INFO] - Train | Epoch 26 | 4/14 | 0.65 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 0.1014
[2024-12-12 13:02:18,879][demucs.solver][INFO] - Train | Epoch 26 | 5/14 | 0.72 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0979
[2024-12-12 13:02:19,523][demucs.solver][INFO] - Train | Epoch 26 | 6/14 | 0.78 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0966
[2024-12-12 13:02:20,400][demucs.solver][INFO] - Train | Epoch 26 | 7/14 | 0.81 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0924
[2024-12-12 13:02:21,041][demucs.solver][INFO] - Train | Epoch 26 | 8/14 | 0.86 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0892
[2024-12-12 13:02:21,675][demucs.solver][INFO] - Train | Epoch 26 | 9/14 | 0.90 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.0955
[2024-12-12 13:02:22,306][demucs.solver][INFO] - Train | Epoch 26 | 10/14 | 0.93 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0963
[2024-12-12 13:02:22,935][demucs.solver][INFO] - Train | Epoch 26 | 11/14 | 0.97 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0916
[2024-12-12 13:02:23,564][demucs.solver][INFO] - Train | Epoch 26 | 12/14 | 1.00 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0916
[2024-12-12 13:02:24,199][demucs.solver][INFO] - Train | Epoch 26 | 13/14 | 1.02 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0864
[2024-12-12 13:02:24,496][demucs.solver][INFO] - Train Summary | Epoch 26 | Loss=0.2514 | Reco=0.2514 | Grad=0.0864
[2024-12-12 13:02:24,496][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:02:24,496][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:02:26,654][demucs.solver][INFO] - Valid | Epoch 26 | 1/20 | 3.67 it/sec | Loss 0.5873 | Reco 0.5873 | Nsdr 1.036
[2024-12-12 13:02:26,829][demucs.solver][INFO] - Valid | Epoch 26 | 2/20 | 4.17 it/sec | Loss 0.4546 | Reco 0.4546 | Nsdr 1.106
[2024-12-12 13:02:27,023][demucs.solver][INFO] - Valid | Epoch 26 | 3/20 | 4.38 it/sec | Loss 0.5014 | Reco 0.5014 | Nsdr 1.108
[2024-12-12 13:02:27,213][demucs.solver][INFO] - Valid | Epoch 26 | 4/20 | 4.53 it/sec | Loss 0.5205 | Reco 0.5205 | Nsdr 1.104
[2024-12-12 13:02:27,383][demucs.solver][INFO] - Valid | Epoch 26 | 5/20 | 4.71 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.090
[2024-12-12 13:02:27,560][demucs.solver][INFO] - Valid | Epoch 26 | 6/20 | 4.83 it/sec | Loss 0.5273 | Reco 0.5273 | Nsdr 1.075
[2024-12-12 13:02:27,748][demucs.solver][INFO] - Valid | Epoch 26 | 7/20 | 4.88 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.075
[2024-12-12 13:02:27,932][demucs.solver][INFO] - Valid | Epoch 26 | 8/20 | 4.94 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.071
[2024-12-12 13:02:28,108][demucs.solver][INFO] - Valid | Epoch 26 | 9/20 | 5.00 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.070
[2024-12-12 13:02:28,305][demucs.solver][INFO] - Valid | Epoch 26 | 10/20 | 5.01 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.054
[2024-12-12 13:02:28,468][demucs.solver][INFO] - Valid | Epoch 26 | 11/20 | 5.09 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.043
[2024-12-12 13:02:28,644][demucs.solver][INFO] - Valid | Epoch 26 | 12/20 | 5.13 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.020
[2024-12-12 13:02:28,819][demucs.solver][INFO] - Valid | Epoch 26 | 13/20 | 5.17 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.015
[2024-12-12 13:02:29,008][demucs.solver][INFO] - Valid | Epoch 26 | 14/20 | 5.18 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.014
[2024-12-12 13:02:29,172][demucs.solver][INFO] - Valid | Epoch 26 | 15/20 | 5.22 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.016
[2024-12-12 13:02:29,325][demucs.solver][INFO] - Valid | Epoch 26 | 16/20 | 5.29 it/sec | Loss 0.5848 | Reco 0.5848 | Nsdr 1.016
[2024-12-12 13:02:29,508][demucs.solver][INFO] - Valid | Epoch 26 | 17/20 | 5.30 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.023
[2024-12-12 13:02:29,686][demucs.solver][INFO] - Valid | Epoch 26 | 18/20 | 5.31 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.026
[2024-12-12 13:02:29,865][demucs.solver][INFO] - Valid | Epoch 26 | 19/20 | 5.33 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.031
[2024-12-12 13:02:30,155][demucs.solver][INFO] - Valid Summary | Epoch 26 | Loss=0.5543 | Reco=0.5543 | Nsdr=1.031 | Best=0.5543 | Bname=main
[2024-12-12 13:02:30,155][demucs.solver][INFO] - New best valid loss 0.5543
[2024-12-12 13:02:31,899][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:02:31,899][demucs.solver][INFO] - Training...
[2024-12-12 13:02:37,039][demucs.solver][INFO] - Train | Epoch 27 | 1/14 | 0.54 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0575
[2024-12-12 13:02:37,701][demucs.solver][INFO] - Train | Epoch 27 | 2/14 | 0.68 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.0520
[2024-12-12 13:02:39,149][demucs.solver][INFO] - Train | Epoch 27 | 3/14 | 0.69 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0638
[2024-12-12 13:02:39,799][demucs.solver][INFO] - Train | Epoch 27 | 4/14 | 0.77 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.0591
[2024-12-12 13:02:40,441][demucs.solver][INFO] - Train | Epoch 27 | 5/14 | 0.84 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.0612
[2024-12-12 13:02:41,078][demucs.solver][INFO] - Train | Epoch 27 | 6/14 | 0.90 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0571
[2024-12-12 13:02:41,729][demucs.solver][INFO] - Train | Epoch 27 | 7/14 | 0.95 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.0627
[2024-12-12 13:02:42,370][demucs.solver][INFO] - Train | Epoch 27 | 8/14 | 0.99 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0636
[2024-12-12 13:02:42,995][demucs.solver][INFO] - Train | Epoch 27 | 9/14 | 1.03 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0669
[2024-12-12 13:02:43,620][demucs.solver][INFO] - Train | Epoch 27 | 10/14 | 1.07 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0710
[2024-12-12 13:02:44,251][demucs.solver][INFO] - Train | Epoch 27 | 11/14 | 1.10 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.0729
[2024-12-12 13:02:44,879][demucs.solver][INFO] - Train | Epoch 27 | 12/14 | 1.12 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0724
[2024-12-12 13:02:45,505][demucs.solver][INFO] - Train | Epoch 27 | 13/14 | 1.15 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0763
[2024-12-12 13:02:45,775][demucs.solver][INFO] - Train Summary | Epoch 27 | Loss=0.2487 | Reco=0.2487 | Grad=0.0763
[2024-12-12 13:02:45,776][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:02:45,776][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:02:48,171][demucs.solver][INFO] - Valid | Epoch 27 | 1/20 | 2.36 it/sec | Loss 0.5877 | Reco 0.5877 | Nsdr 1.031
[2024-12-12 13:02:48,531][demucs.solver][INFO] - Valid | Epoch 27 | 2/20 | 2.48 it/sec | Loss 0.4550 | Reco 0.4550 | Nsdr 1.098
[2024-12-12 13:02:48,880][demucs.solver][INFO] - Valid | Epoch 27 | 3/20 | 2.57 it/sec | Loss 0.5019 | Reco 0.5019 | Nsdr 1.100
[2024-12-12 13:02:49,170][demucs.solver][INFO] - Valid | Epoch 27 | 4/20 | 2.71 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.095
[2024-12-12 13:02:50,043][demucs.solver][INFO] - Valid | Epoch 27 | 5/20 | 2.21 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.081
[2024-12-12 13:02:50,922][demucs.solver][INFO] - Valid | Epoch 27 | 6/20 | 1.95 it/sec | Loss 0.5277 | Reco 0.5277 | Nsdr 1.067
[2024-12-12 13:02:51,773][demucs.solver][INFO] - Valid | Epoch 27 | 7/20 | 1.80 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.067
[2024-12-12 13:02:52,621][demucs.solver][INFO] - Valid | Epoch 27 | 8/20 | 1.70 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.063
[2024-12-12 13:02:52,803][demucs.solver][INFO] - Valid | Epoch 27 | 9/20 | 1.82 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.063
[2024-12-12 13:02:52,987][demucs.solver][INFO] - Valid | Epoch 27 | 10/20 | 1.94 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.046
[2024-12-12 13:02:53,174][demucs.solver][INFO] - Valid | Epoch 27 | 11/20 | 2.05 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.035
[2024-12-12 13:02:53,357][demucs.solver][INFO] - Valid | Epoch 27 | 12/20 | 2.15 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.013
[2024-12-12 13:02:53,544][demucs.solver][INFO] - Valid | Epoch 27 | 13/20 | 2.25 it/sec | Loss 0.5820 | Reco 0.5820 | Nsdr 1.008
[2024-12-12 13:02:53,718][demucs.solver][INFO] - Valid | Epoch 27 | 14/20 | 2.35 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.007
[2024-12-12 13:02:53,897][demucs.solver][INFO] - Valid | Epoch 27 | 15/20 | 2.43 it/sec | Loss 0.5812 | Reco 0.5812 | Nsdr 1.009
[2024-12-12 13:02:54,072][demucs.solver][INFO] - Valid | Epoch 27 | 16/20 | 2.52 it/sec | Loss 0.5852 | Reco 0.5852 | Nsdr 1.009
[2024-12-12 13:02:54,246][demucs.solver][INFO] - Valid | Epoch 27 | 17/20 | 2.60 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.016
[2024-12-12 13:02:54,409][demucs.solver][INFO] - Valid | Epoch 27 | 18/20 | 2.68 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.019
[2024-12-12 13:02:54,585][demucs.solver][INFO] - Valid | Epoch 27 | 19/20 | 2.75 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.023
[2024-12-12 13:02:55,039][demucs.solver][INFO] - Valid Summary | Epoch 27 | Loss=0.5548 | Reco=0.5548 | Nsdr=1.023 | Best=0.5543 | Bname=main
[2024-12-12 13:02:56,582][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:02:56,582][demucs.solver][INFO] - Training...
[2024-12-12 13:03:03,192][demucs.solver][INFO] - Train | Epoch 28 | 1/14 | 0.39 it/sec | Loss 0.2245 | Reco 0.2245 | Grad 0.0309
[2024-12-12 13:03:04,544][demucs.solver][INFO] - Train | Epoch 28 | 2/14 | 0.46 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.0654
[2024-12-12 13:03:05,658][demucs.solver][INFO] - Train | Epoch 28 | 3/14 | 0.53 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0609
[2024-12-12 13:03:06,695][demucs.solver][INFO] - Train | Epoch 28 | 4/14 | 0.58 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0567
[2024-12-12 13:03:07,920][demucs.solver][INFO] - Train | Epoch 28 | 5/14 | 0.61 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0718
[2024-12-12 13:03:08,875][demucs.solver][INFO] - Train | Epoch 28 | 6/14 | 0.65 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.0645
[2024-12-12 13:03:09,527][demucs.solver][INFO] - Train | Epoch 28 | 7/14 | 0.70 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0630
[2024-12-12 13:03:10,162][demucs.solver][INFO] - Train | Epoch 28 | 8/14 | 0.74 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 0.0692
[2024-12-12 13:03:10,802][demucs.solver][INFO] - Train | Epoch 28 | 9/14 | 0.79 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.0740
[2024-12-12 13:03:11,435][demucs.solver][INFO] - Train | Epoch 28 | 10/14 | 0.82 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0726
[2024-12-12 13:03:12,071][demucs.solver][INFO] - Train | Epoch 28 | 11/14 | 0.86 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.0681
[2024-12-12 13:03:12,735][demucs.solver][INFO] - Train | Epoch 28 | 12/14 | 0.89 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0670
[2024-12-12 13:03:13,386][demucs.solver][INFO] - Train | Epoch 28 | 13/14 | 0.91 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0655
[2024-12-12 13:03:13,658][demucs.solver][INFO] - Train Summary | Epoch 28 | Loss=0.2539 | Reco=0.2539 | Grad=0.0655
[2024-12-12 13:03:13,659][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:03:13,659][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:03:15,734][demucs.solver][INFO] - Valid | Epoch 28 | 1/20 | 4.05 it/sec | Loss 0.5867 | Reco 0.5867 | Nsdr 1.045
[2024-12-12 13:03:15,920][demucs.solver][INFO] - Valid | Epoch 28 | 2/20 | 4.41 it/sec | Loss 0.4545 | Reco 0.4545 | Nsdr 1.112
[2024-12-12 13:03:16,109][demucs.solver][INFO] - Valid | Epoch 28 | 3/20 | 4.60 it/sec | Loss 0.5014 | Reco 0.5014 | Nsdr 1.114
[2024-12-12 13:03:16,301][demucs.solver][INFO] - Valid | Epoch 28 | 4/20 | 4.71 it/sec | Loss 0.5203 | Reco 0.5203 | Nsdr 1.110
[2024-12-12 13:03:16,481][demucs.solver][INFO] - Valid | Epoch 28 | 5/20 | 4.83 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.096
[2024-12-12 13:03:16,657][demucs.solver][INFO] - Valid | Epoch 28 | 6/20 | 4.94 it/sec | Loss 0.5268 | Reco 0.5268 | Nsdr 1.081
[2024-12-12 13:03:16,823][demucs.solver][INFO] - Valid | Epoch 28 | 7/20 | 5.05 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.082
[2024-12-12 13:03:17,014][demucs.solver][INFO] - Valid | Epoch 28 | 8/20 | 5.07 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.078
[2024-12-12 13:03:17,194][demucs.solver][INFO] - Valid | Epoch 28 | 9/20 | 5.12 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.078
[2024-12-12 13:03:17,355][demucs.solver][INFO] - Valid | Epoch 28 | 10/20 | 5.20 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.061
[2024-12-12 13:03:17,534][demucs.solver][INFO] - Valid | Epoch 28 | 11/20 | 5.23 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.050
[2024-12-12 13:03:17,711][demucs.solver][INFO] - Valid | Epoch 28 | 12/20 | 5.26 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.027
[2024-12-12 13:03:17,876][demucs.solver][INFO] - Valid | Epoch 28 | 13/20 | 5.31 it/sec | Loss 0.5810 | Reco 0.5810 | Nsdr 1.022
[2024-12-12 13:03:18,041][demucs.solver][INFO] - Valid | Epoch 28 | 14/20 | 5.36 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.021
[2024-12-12 13:03:18,193][demucs.solver][INFO] - Valid | Epoch 28 | 15/20 | 5.42 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.023
[2024-12-12 13:03:18,369][demucs.solver][INFO] - Valid | Epoch 28 | 16/20 | 5.43 it/sec | Loss 0.5842 | Reco 0.5842 | Nsdr 1.023
[2024-12-12 13:03:18,544][demucs.solver][INFO] - Valid | Epoch 28 | 17/20 | 5.45 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.031
[2024-12-12 13:03:18,719][demucs.solver][INFO] - Valid | Epoch 28 | 18/20 | 5.46 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.033
[2024-12-12 13:03:18,910][demucs.solver][INFO] - Valid | Epoch 28 | 19/20 | 5.45 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.038
[2024-12-12 13:03:19,416][demucs.solver][INFO] - Valid Summary | Epoch 28 | Loss=0.5539 | Reco=0.5539 | Nsdr=1.038 | Best=0.5539 | Bname=main
[2024-12-12 13:03:19,416][demucs.solver][INFO] - New best valid loss 0.5539
[2024-12-12 13:03:21,194][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:03:21,194][demucs.solver][INFO] - Training...
[2024-12-12 13:03:29,210][demucs.solver][INFO] - Train | Epoch 29 | 1/14 | 0.31 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 0.0570
[2024-12-12 13:03:29,849][demucs.solver][INFO] - Train | Epoch 29 | 2/14 | 0.43 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 0.0545
[2024-12-12 13:03:30,490][demucs.solver][INFO] - Train | Epoch 29 | 3/14 | 0.52 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0507
[2024-12-12 13:03:31,132][demucs.solver][INFO] - Train | Epoch 29 | 4/14 | 0.60 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0567
[2024-12-12 13:03:31,766][demucs.solver][INFO] - Train | Epoch 29 | 5/14 | 0.67 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0736
[2024-12-12 13:03:32,395][demucs.solver][INFO] - Train | Epoch 29 | 6/14 | 0.73 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0668
[2024-12-12 13:03:33,027][demucs.solver][INFO] - Train | Epoch 29 | 7/14 | 0.78 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0680
[2024-12-12 13:03:33,653][demucs.solver][INFO] - Train | Epoch 29 | 8/14 | 0.83 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0691
[2024-12-12 13:03:34,280][demucs.solver][INFO] - Train | Epoch 29 | 9/14 | 0.87 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.0654
[2024-12-12 13:03:34,906][demucs.solver][INFO] - Train | Epoch 29 | 10/14 | 0.91 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.0636
[2024-12-12 13:03:35,533][demucs.solver][INFO] - Train | Epoch 29 | 11/14 | 0.94 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.0629
[2024-12-12 13:03:36,163][demucs.solver][INFO] - Train | Epoch 29 | 12/14 | 0.97 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0643
[2024-12-12 13:03:36,792][demucs.solver][INFO] - Train | Epoch 29 | 13/14 | 1.00 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0623
[2024-12-12 13:03:37,077][demucs.solver][INFO] - Train Summary | Epoch 29 | Loss=0.2560 | Reco=0.2560 | Grad=0.0623
[2024-12-12 13:03:37,078][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:03:37,078][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:03:39,204][demucs.solver][INFO] - Valid | Epoch 29 | 1/20 | 3.74 it/sec | Loss 0.5860 | Reco 0.5860 | Nsdr 1.054
[2024-12-12 13:03:39,392][demucs.solver][INFO] - Valid | Epoch 29 | 2/20 | 4.15 it/sec | Loss 0.4537 | Reco 0.4537 | Nsdr 1.119
[2024-12-12 13:03:39,597][demucs.solver][INFO] - Valid | Epoch 29 | 3/20 | 4.31 it/sec | Loss 0.5004 | Reco 0.5004 | Nsdr 1.122
[2024-12-12 13:03:39,751][demucs.solver][INFO] - Valid | Epoch 29 | 4/20 | 4.62 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 1.119
[2024-12-12 13:03:39,941][demucs.solver][INFO] - Valid | Epoch 29 | 5/20 | 4.72 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.105
[2024-12-12 13:03:40,126][demucs.solver][INFO] - Valid | Epoch 29 | 6/20 | 4.81 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.090
[2024-12-12 13:03:40,303][demucs.solver][INFO] - Valid | Epoch 29 | 7/20 | 4.90 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.091
[2024-12-12 13:03:40,477][demucs.solver][INFO] - Valid | Epoch 29 | 8/20 | 4.98 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.086
[2024-12-12 13:03:40,658][demucs.solver][INFO] - Valid | Epoch 29 | 9/20 | 5.03 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.086
[2024-12-12 13:03:40,848][demucs.solver][INFO] - Valid | Epoch 29 | 10/20 | 5.05 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.069
[2024-12-12 13:03:41,037][demucs.solver][INFO] - Valid | Epoch 29 | 11/20 | 5.07 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.058
[2024-12-12 13:03:41,202][demucs.solver][INFO] - Valid | Epoch 29 | 12/20 | 5.13 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.035
[2024-12-12 13:03:41,378][demucs.solver][INFO] - Valid | Epoch 29 | 13/20 | 5.17 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.030
[2024-12-12 13:03:41,558][demucs.solver][INFO] - Valid | Epoch 29 | 14/20 | 5.19 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.029
[2024-12-12 13:03:41,740][demucs.solver][INFO] - Valid | Epoch 29 | 15/20 | 5.21 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.031
[2024-12-12 13:03:41,917][demucs.solver][INFO] - Valid | Epoch 29 | 16/20 | 5.23 it/sec | Loss 0.5835 | Reco 0.5835 | Nsdr 1.031
[2024-12-12 13:03:42,095][demucs.solver][INFO] - Valid | Epoch 29 | 17/20 | 5.25 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.039
[2024-12-12 13:03:42,258][demucs.solver][INFO] - Valid | Epoch 29 | 18/20 | 5.29 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.041
[2024-12-12 13:03:42,446][demucs.solver][INFO] - Valid | Epoch 29 | 19/20 | 5.30 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.046
[2024-12-12 13:03:42,786][demucs.solver][INFO] - Valid Summary | Epoch 29 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.046 | Best=0.5531 | Bname=main
[2024-12-12 13:03:42,787][demucs.solver][INFO] - New best valid loss 0.5531
[2024-12-12 13:03:44,544][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:03:44,544][demucs.solver][INFO] - Training...
[2024-12-12 13:03:51,107][demucs.solver][INFO] - Train | Epoch 30 | 1/14 | 0.39 it/sec | Loss 0.2732 | Reco 0.2732 | Grad 0.0704
[2024-12-12 13:03:55,291][demucs.solver][INFO] - Train | Epoch 30 | 2/14 | 0.32 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0632
[2024-12-12 13:03:55,934][demucs.solver][INFO] - Train | Epoch 30 | 3/14 | 0.40 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0599
[2024-12-12 13:03:56,570][demucs.solver][INFO] - Train | Epoch 30 | 4/14 | 0.47 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0688
[2024-12-12 13:03:57,208][demucs.solver][INFO] - Train | Epoch 30 | 5/14 | 0.54 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0619
[2024-12-12 13:03:57,845][demucs.solver][INFO] - Train | Epoch 30 | 6/14 | 0.59 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0763
[2024-12-12 13:03:58,485][demucs.solver][INFO] - Train | Epoch 30 | 7/14 | 0.64 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0727
[2024-12-12 13:03:59,116][demucs.solver][INFO] - Train | Epoch 30 | 8/14 | 0.69 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0731
[2024-12-12 13:03:59,743][demucs.solver][INFO] - Train | Epoch 30 | 9/14 | 0.73 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0681
[2024-12-12 13:04:00,371][demucs.solver][INFO] - Train | Epoch 30 | 10/14 | 0.77 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0653
[2024-12-12 13:04:00,996][demucs.solver][INFO] - Train | Epoch 30 | 11/14 | 0.80 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0616
[2024-12-12 13:04:01,619][demucs.solver][INFO] - Train | Epoch 30 | 12/14 | 0.83 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0649
[2024-12-12 13:04:02,243][demucs.solver][INFO] - Train | Epoch 30 | 13/14 | 0.86 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0632
[2024-12-12 13:04:02,538][demucs.solver][INFO] - Train Summary | Epoch 30 | Loss=0.2516 | Reco=0.2516 | Grad=0.0632
[2024-12-12 13:04:02,538][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:04:02,538][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:04:04,481][demucs.solver][INFO] - Valid | Epoch 30 | 1/20 | 4.04 it/sec | Loss 0.5858 | Reco 0.5858 | Nsdr 1.057
[2024-12-12 13:04:04,659][demucs.solver][INFO] - Valid | Epoch 30 | 2/20 | 4.46 it/sec | Loss 0.4537 | Reco 0.4537 | Nsdr 1.123
[2024-12-12 13:04:04,838][demucs.solver][INFO] - Valid | Epoch 30 | 3/20 | 4.70 it/sec | Loss 0.5004 | Reco 0.5004 | Nsdr 1.127
[2024-12-12 13:04:05,027][demucs.solver][INFO] - Valid | Epoch 30 | 4/20 | 4.81 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 1.123
[2024-12-12 13:04:05,194][demucs.solver][INFO] - Valid | Epoch 30 | 5/20 | 4.97 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.108
[2024-12-12 13:04:05,387][demucs.solver][INFO] - Valid | Epoch 30 | 6/20 | 5.00 it/sec | Loss 0.5259 | Reco 0.5259 | Nsdr 1.094
[2024-12-12 13:04:05,562][demucs.solver][INFO] - Valid | Epoch 30 | 7/20 | 5.08 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.095
[2024-12-12 13:04:05,742][demucs.solver][INFO] - Valid | Epoch 30 | 8/20 | 5.13 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.090
[2024-12-12 13:04:05,908][demucs.solver][INFO] - Valid | Epoch 30 | 9/20 | 5.20 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.091
[2024-12-12 13:04:06,098][demucs.solver][INFO] - Valid | Epoch 30 | 10/20 | 5.21 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.074
[2024-12-12 13:04:06,261][demucs.solver][INFO] - Valid | Epoch 30 | 11/20 | 5.28 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.063
[2024-12-12 13:04:06,448][demucs.solver][INFO] - Valid | Epoch 30 | 12/20 | 5.28 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.040
[2024-12-12 13:04:06,618][demucs.solver][INFO] - Valid | Epoch 30 | 13/20 | 5.32 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.035
[2024-12-12 13:04:06,783][demucs.solver][INFO] - Valid | Epoch 30 | 14/20 | 5.36 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.034
[2024-12-12 13:04:06,976][demucs.solver][INFO] - Valid | Epoch 30 | 15/20 | 5.35 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.037
[2024-12-12 13:04:07,151][demucs.solver][INFO] - Valid | Epoch 30 | 16/20 | 5.37 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.037
[2024-12-12 13:04:07,339][demucs.solver][INFO] - Valid | Epoch 30 | 17/20 | 5.37 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.044
[2024-12-12 13:04:07,513][demucs.solver][INFO] - Valid | Epoch 30 | 18/20 | 5.39 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.046
[2024-12-12 13:04:07,690][demucs.solver][INFO] - Valid | Epoch 30 | 19/20 | 5.40 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.051
[2024-12-12 13:04:08,008][demucs.solver][INFO] - Valid Summary | Epoch 30 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.051 | Best=0.5528 | Bname=main
[2024-12-12 13:04:08,008][demucs.solver][INFO] - New best valid loss 0.5528
[2024-12-12 13:04:09,892][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:04:09,892][demucs.solver][INFO] - Training...
[2024-12-12 13:04:17,726][demucs.solver][INFO] - Train | Epoch 31 | 1/14 | 0.32 it/sec | Loss 0.2938 | Reco 0.2938 | Grad 0.0443
[2024-12-12 13:04:18,364][demucs.solver][INFO] - Train | Epoch 31 | 2/14 | 0.43 it/sec | Loss 0.2741 | Reco 0.2741 | Grad 0.0406
[2024-12-12 13:04:19,005][demucs.solver][INFO] - Train | Epoch 31 | 3/14 | 0.52 it/sec | Loss 0.2632 | Reco 0.2632 | Grad 0.0389
[2024-12-12 13:04:19,645][demucs.solver][INFO] - Train | Epoch 31 | 4/14 | 0.61 it/sec | Loss 0.2657 | Reco 0.2657 | Grad 0.0438
[2024-12-12 13:04:20,280][demucs.solver][INFO] - Train | Epoch 31 | 5/14 | 0.67 it/sec | Loss 0.2621 | Reco 0.2621 | Grad 0.0488
[2024-12-12 13:04:20,918][demucs.solver][INFO] - Train | Epoch 31 | 6/14 | 0.73 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 0.0469
[2024-12-12 13:04:21,556][demucs.solver][INFO] - Train | Epoch 31 | 7/14 | 0.79 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0470
[2024-12-12 13:04:22,188][demucs.solver][INFO] - Train | Epoch 31 | 8/14 | 0.83 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.0548
[2024-12-12 13:04:22,813][demucs.solver][INFO] - Train | Epoch 31 | 9/14 | 0.87 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0537
[2024-12-12 13:04:23,439][demucs.solver][INFO] - Train | Epoch 31 | 10/14 | 0.91 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.0592
[2024-12-12 13:04:24,064][demucs.solver][INFO] - Train | Epoch 31 | 11/14 | 0.95 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.0600
[2024-12-12 13:04:24,693][demucs.solver][INFO] - Train | Epoch 31 | 12/14 | 0.98 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0595
[2024-12-12 13:04:25,322][demucs.solver][INFO] - Train | Epoch 31 | 13/14 | 1.00 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.0586
[2024-12-12 13:04:25,607][demucs.solver][INFO] - Train Summary | Epoch 31 | Loss=0.2559 | Reco=0.2559 | Grad=0.0586
[2024-12-12 13:04:25,608][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:04:25,608][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:04:27,529][demucs.solver][INFO] - Valid | Epoch 31 | 1/20 | 3.94 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.072
[2024-12-12 13:04:27,699][demucs.solver][INFO] - Valid | Epoch 31 | 2/20 | 4.42 it/sec | Loss 0.4527 | Reco 0.4527 | Nsdr 1.139
[2024-12-12 13:04:27,875][demucs.solver][INFO] - Valid | Epoch 31 | 3/20 | 4.68 it/sec | Loss 0.4992 | Reco 0.4992 | Nsdr 1.143
[2024-12-12 13:04:28,064][demucs.solver][INFO] - Valid | Epoch 31 | 4/20 | 4.79 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.140
[2024-12-12 13:04:28,243][demucs.solver][INFO] - Valid | Epoch 31 | 5/20 | 4.91 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.126
[2024-12-12 13:04:28,419][demucs.solver][INFO] - Valid | Epoch 31 | 6/20 | 5.01 it/sec | Loss 0.5247 | Reco 0.5247 | Nsdr 1.110
[2024-12-12 13:04:28,595][demucs.solver][INFO] - Valid | Epoch 31 | 7/20 | 5.08 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.112
[2024-12-12 13:04:28,748][demucs.solver][INFO] - Valid | Epoch 31 | 8/20 | 5.21 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.107
[2024-12-12 13:04:28,915][demucs.solver][INFO] - Valid | Epoch 31 | 9/20 | 5.28 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.107
[2024-12-12 13:04:29,093][demucs.solver][INFO] - Valid | Epoch 31 | 10/20 | 5.31 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.090
[2024-12-12 13:04:29,273][demucs.solver][INFO] - Valid | Epoch 31 | 11/20 | 5.33 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.078
[2024-12-12 13:04:29,465][demucs.solver][INFO] - Valid | Epoch 31 | 12/20 | 5.32 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.055
[2024-12-12 13:04:29,668][demucs.solver][INFO] - Valid | Epoch 31 | 13/20 | 5.29 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.049
[2024-12-12 13:04:29,858][demucs.solver][INFO] - Valid | Epoch 31 | 14/20 | 5.29 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.048
[2024-12-12 13:04:30,025][demucs.solver][INFO] - Valid | Epoch 31 | 15/20 | 5.33 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.050
[2024-12-12 13:04:30,205][demucs.solver][INFO] - Valid | Epoch 31 | 16/20 | 5.34 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.050
[2024-12-12 13:04:30,357][demucs.solver][INFO] - Valid | Epoch 31 | 17/20 | 5.40 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.058
[2024-12-12 13:04:30,534][demucs.solver][INFO] - Valid | Epoch 31 | 18/20 | 5.41 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.061
[2024-12-12 13:04:30,710][demucs.solver][INFO] - Valid | Epoch 31 | 19/20 | 5.42 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.066
[2024-12-12 13:04:31,058][demucs.solver][INFO] - Valid Summary | Epoch 31 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.066 | Best=0.5517 | Bname=main
[2024-12-12 13:04:31,058][demucs.solver][INFO] - New best valid loss 0.5517
[2024-12-12 13:04:32,960][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:04:32,960][demucs.solver][INFO] - Training...
[2024-12-12 13:04:41,898][demucs.solver][INFO] - Train | Epoch 32 | 1/14 | 0.27 it/sec | Loss 0.2209 | Reco 0.2209 | Grad 0.0426
[2024-12-12 13:04:42,546][demucs.solver][INFO] - Train | Epoch 32 | 2/14 | 0.37 it/sec | Loss 0.2344 | Reco 0.2344 | Grad 0.0563
[2024-12-12 13:04:43,195][demucs.solver][INFO] - Train | Epoch 32 | 3/14 | 0.45 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 0.0536
[2024-12-12 13:04:43,831][demucs.solver][INFO] - Train | Epoch 32 | 4/14 | 0.53 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0616
[2024-12-12 13:04:44,477][demucs.solver][INFO] - Train | Epoch 32 | 5/14 | 0.59 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0639
[2024-12-12 13:04:45,106][demucs.solver][INFO] - Train | Epoch 32 | 6/14 | 0.65 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 0.0623
[2024-12-12 13:04:45,738][demucs.solver][INFO] - Train | Epoch 32 | 7/14 | 0.70 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.0562
[2024-12-12 13:04:46,364][demucs.solver][INFO] - Train | Epoch 32 | 8/14 | 0.75 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0573
[2024-12-12 13:04:46,990][demucs.solver][INFO] - Train | Epoch 32 | 9/14 | 0.79 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0567
[2024-12-12 13:04:47,618][demucs.solver][INFO] - Train | Epoch 32 | 10/14 | 0.83 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.0602
[2024-12-12 13:04:48,250][demucs.solver][INFO] - Train | Epoch 32 | 11/14 | 0.86 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0584
[2024-12-12 13:04:48,878][demucs.solver][INFO] - Train | Epoch 32 | 12/14 | 0.90 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0558
[2024-12-12 13:04:49,508][demucs.solver][INFO] - Train | Epoch 32 | 13/14 | 0.93 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0557
[2024-12-12 13:04:49,790][demucs.solver][INFO] - Train Summary | Epoch 32 | Loss=0.2441 | Reco=0.2441 | Grad=0.0557
[2024-12-12 13:04:49,791][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:04:49,791][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:04:51,778][demucs.solver][INFO] - Valid | Epoch 32 | 1/20 | 3.81 it/sec | Loss 0.5853 | Reco 0.5853 | Nsdr 1.063
[2024-12-12 13:04:51,937][demucs.solver][INFO] - Valid | Epoch 32 | 2/20 | 4.39 it/sec | Loss 0.4532 | Reco 0.4532 | Nsdr 1.130
[2024-12-12 13:04:52,090][demucs.solver][INFO] - Valid | Epoch 32 | 3/20 | 4.78 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.133
[2024-12-12 13:04:52,270][demucs.solver][INFO] - Valid | Epoch 32 | 4/20 | 4.92 it/sec | Loss 0.5189 | Reco 0.5189 | Nsdr 1.129
[2024-12-12 13:04:52,446][demucs.solver][INFO] - Valid | Epoch 32 | 5/20 | 5.03 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.115
[2024-12-12 13:04:52,612][demucs.solver][INFO] - Valid | Epoch 32 | 6/20 | 5.15 it/sec | Loss 0.5254 | Reco 0.5254 | Nsdr 1.100
[2024-12-12 13:04:52,790][demucs.solver][INFO] - Valid | Epoch 32 | 7/20 | 5.21 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.101
[2024-12-12 13:04:52,955][demucs.solver][INFO] - Valid | Epoch 32 | 8/20 | 5.29 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.096
[2024-12-12 13:04:53,137][demucs.solver][INFO] - Valid | Epoch 32 | 9/20 | 5.31 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.096
[2024-12-12 13:04:53,313][demucs.solver][INFO] - Valid | Epoch 32 | 10/20 | 5.34 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.079
[2024-12-12 13:04:53,508][demucs.solver][INFO] - Valid | Epoch 32 | 11/20 | 5.32 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.067
[2024-12-12 13:04:53,685][demucs.solver][INFO] - Valid | Epoch 32 | 12/20 | 5.35 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.045
[2024-12-12 13:04:53,861][demucs.solver][INFO] - Valid | Epoch 32 | 13/20 | 5.37 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.039
[2024-12-12 13:04:54,036][demucs.solver][INFO] - Valid | Epoch 32 | 14/20 | 5.39 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.039
[2024-12-12 13:04:54,223][demucs.solver][INFO] - Valid | Epoch 32 | 15/20 | 5.39 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.041
[2024-12-12 13:04:54,391][demucs.solver][INFO] - Valid | Epoch 32 | 16/20 | 5.42 it/sec | Loss 0.5828 | Reco 0.5828 | Nsdr 1.041
[2024-12-12 13:04:54,580][demucs.solver][INFO] - Valid | Epoch 32 | 17/20 | 5.41 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.048
[2024-12-12 13:04:54,753][demucs.solver][INFO] - Valid | Epoch 32 | 18/20 | 5.43 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.050
[2024-12-12 13:04:54,928][demucs.solver][INFO] - Valid | Epoch 32 | 19/20 | 5.44 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.055
[2024-12-12 13:04:55,240][demucs.solver][INFO] - Valid Summary | Epoch 32 | Loss=0.5525 | Reco=0.5525 | Nsdr=1.055 | Best=0.5517 | Bname=main
[2024-12-12 13:04:56,670][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:04:56,670][demucs.solver][INFO] - Training...
[2024-12-12 13:05:02,622][demucs.solver][INFO] - Train | Epoch 33 | 1/14 | 0.44 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0691
[2024-12-12 13:05:04,098][demucs.solver][INFO] - Train | Epoch 33 | 2/14 | 0.50 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.0789
[2024-12-12 13:05:04,750][demucs.solver][INFO] - Train | Epoch 33 | 3/14 | 0.60 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.0771
[2024-12-12 13:05:05,389][demucs.solver][INFO] - Train | Epoch 33 | 4/14 | 0.69 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0692
[2024-12-12 13:05:06,025][demucs.solver][INFO] - Train | Epoch 33 | 5/14 | 0.76 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0631
[2024-12-12 13:05:06,662][demucs.solver][INFO] - Train | Epoch 33 | 6/14 | 0.82 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0671
[2024-12-12 13:05:07,300][demucs.solver][INFO] - Train | Epoch 33 | 7/14 | 0.87 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0639
[2024-12-12 13:05:07,935][demucs.solver][INFO] - Train | Epoch 33 | 8/14 | 0.92 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0595
[2024-12-12 13:05:08,571][demucs.solver][INFO] - Train | Epoch 33 | 9/14 | 0.96 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0582
[2024-12-12 13:05:09,213][demucs.solver][INFO] - Train | Epoch 33 | 10/14 | 0.99 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0646
[2024-12-12 13:05:09,850][demucs.solver][INFO] - Train | Epoch 33 | 11/14 | 1.02 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0667
[2024-12-12 13:05:10,943][demucs.solver][INFO] - Train | Epoch 33 | 12/14 | 1.01 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0683
[2024-12-12 13:05:11,570][demucs.solver][INFO] - Train | Epoch 33 | 13/14 | 1.04 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0662
[2024-12-12 13:05:11,846][demucs.solver][INFO] - Train Summary | Epoch 33 | Loss=0.2462 | Reco=0.2462 | Grad=0.0662
[2024-12-12 13:05:11,847][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:05:11,847][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:05:14,221][demucs.solver][INFO] - Valid | Epoch 33 | 1/20 | 2.63 it/sec | Loss 0.5879 | Reco 0.5879 | Nsdr 1.025
[2024-12-12 13:05:14,889][demucs.solver][INFO] - Valid | Epoch 33 | 2/20 | 2.10 it/sec | Loss 0.4556 | Reco 0.4556 | Nsdr 1.087
[2024-12-12 13:05:15,718][demucs.solver][INFO] - Valid | Epoch 33 | 3/20 | 1.77 it/sec | Loss 0.5025 | Reco 0.5025 | Nsdr 1.091
[2024-12-12 13:05:16,547][demucs.solver][INFO] - Valid | Epoch 33 | 4/20 | 1.62 it/sec | Loss 0.5215 | Reco 0.5215 | Nsdr 1.088
[2024-12-12 13:05:17,220][demucs.solver][INFO] - Valid | Epoch 33 | 5/20 | 1.60 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.074
[2024-12-12 13:05:17,715][demucs.solver][INFO] - Valid | Epoch 33 | 6/20 | 1.65 it/sec | Loss 0.5280 | Reco 0.5280 | Nsdr 1.060
[2024-12-12 13:05:17,992][demucs.solver][INFO] - Valid | Epoch 33 | 7/20 | 1.77 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.062
[2024-12-12 13:05:18,284][demucs.solver][INFO] - Valid | Epoch 33 | 8/20 | 1.87 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.058
[2024-12-12 13:05:18,636][demucs.solver][INFO] - Valid | Epoch 33 | 9/20 | 1.93 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.058
[2024-12-12 13:05:18,969][demucs.solver][INFO] - Valid | Epoch 33 | 10/20 | 2.00 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.042
[2024-12-12 13:05:19,274][demucs.solver][INFO] - Valid | Epoch 33 | 11/20 | 2.06 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.031
[2024-12-12 13:05:19,605][demucs.solver][INFO] - Valid | Epoch 33 | 12/20 | 2.12 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.010
[2024-12-12 13:05:19,788][demucs.solver][INFO] - Valid | Epoch 33 | 13/20 | 2.21 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.004
[2024-12-12 13:05:19,961][demucs.solver][INFO] - Valid | Epoch 33 | 14/20 | 2.31 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.004
[2024-12-12 13:05:20,136][demucs.solver][INFO] - Valid | Epoch 33 | 15/20 | 2.40 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.006
[2024-12-12 13:05:20,323][demucs.solver][INFO] - Valid | Epoch 33 | 16/20 | 2.48 it/sec | Loss 0.5853 | Reco 0.5853 | Nsdr 1.006
[2024-12-12 13:05:20,494][demucs.solver][INFO] - Valid | Epoch 33 | 17/20 | 2.56 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.013
[2024-12-12 13:05:20,684][demucs.solver][INFO] - Valid | Epoch 33 | 18/20 | 2.63 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.015
[2024-12-12 13:05:20,854][demucs.solver][INFO] - Valid | Epoch 33 | 19/20 | 2.71 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.020
[2024-12-12 13:05:21,185][demucs.solver][INFO] - Valid Summary | Epoch 33 | Loss=0.5550 | Reco=0.5550 | Nsdr=1.020 | Best=0.5517 | Bname=main
[2024-12-12 13:05:22,702][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:05:22,702][demucs.solver][INFO] - Training...
[2024-12-12 13:05:31,890][demucs.solver][INFO] - Train | Epoch 34 | 1/14 | 0.26 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 0.0874
[2024-12-12 13:05:32,823][demucs.solver][INFO] - Train | Epoch 34 | 2/14 | 0.35 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0882
[2024-12-12 13:05:33,457][demucs.solver][INFO] - Train | Epoch 34 | 3/14 | 0.44 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.0813
[2024-12-12 13:05:34,092][demucs.solver][INFO] - Train | Epoch 34 | 4/14 | 0.51 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0808
[2024-12-12 13:05:34,725][demucs.solver][INFO] - Train | Epoch 34 | 5/14 | 0.57 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.0836
[2024-12-12 13:05:35,358][demucs.solver][INFO] - Train | Epoch 34 | 6/14 | 0.63 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 0.0808
[2024-12-12 13:05:35,986][demucs.solver][INFO] - Train | Epoch 34 | 7/14 | 0.68 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.0790
[2024-12-12 13:05:36,614][demucs.solver][INFO] - Train | Epoch 34 | 8/14 | 0.73 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.0768
[2024-12-12 13:05:37,247][demucs.solver][INFO] - Train | Epoch 34 | 9/14 | 0.77 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0725
[2024-12-12 13:05:37,883][demucs.solver][INFO] - Train | Epoch 34 | 10/14 | 0.81 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0744
[2024-12-12 13:05:38,509][demucs.solver][INFO] - Train | Epoch 34 | 11/14 | 0.84 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0774
[2024-12-12 13:05:39,142][demucs.solver][INFO] - Train | Epoch 34 | 12/14 | 0.87 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0751
[2024-12-12 13:05:39,771][demucs.solver][INFO] - Train | Epoch 34 | 13/14 | 0.90 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0767
[2024-12-12 13:05:40,089][demucs.solver][INFO] - Train Summary | Epoch 34 | Loss=0.2505 | Reco=0.2505 | Grad=0.0767
[2024-12-12 13:05:40,090][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:05:40,090][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:05:42,732][demucs.solver][INFO] - Valid | Epoch 34 | 1/20 | 2.14 it/sec | Loss 0.5887 | Reco 0.5887 | Nsdr 1.015
[2024-12-12 13:05:42,922][demucs.solver][INFO] - Valid | Epoch 34 | 2/20 | 2.66 it/sec | Loss 0.4561 | Reco 0.4561 | Nsdr 1.075
[2024-12-12 13:05:43,112][demucs.solver][INFO] - Valid | Epoch 34 | 3/20 | 3.04 it/sec | Loss 0.5031 | Reco 0.5031 | Nsdr 1.079
[2024-12-12 13:05:43,276][demucs.solver][INFO] - Valid | Epoch 34 | 4/20 | 3.38 it/sec | Loss 0.5221 | Reco 0.5221 | Nsdr 1.076
[2024-12-12 13:05:43,453][demucs.solver][INFO] - Valid | Epoch 34 | 5/20 | 3.62 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.063
[2024-12-12 13:05:43,643][demucs.solver][INFO] - Valid | Epoch 34 | 6/20 | 3.79 it/sec | Loss 0.5287 | Reco 0.5287 | Nsdr 1.049
[2024-12-12 13:05:43,836][demucs.solver][INFO] - Valid | Epoch 34 | 7/20 | 3.92 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.051
[2024-12-12 13:05:44,002][demucs.solver][INFO] - Valid | Epoch 34 | 8/20 | 4.08 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.047
[2024-12-12 13:05:44,179][demucs.solver][INFO] - Valid | Epoch 34 | 9/20 | 4.20 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.047
[2024-12-12 13:05:44,355][demucs.solver][INFO] - Valid | Epoch 34 | 10/20 | 4.30 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.030
[2024-12-12 13:05:44,531][demucs.solver][INFO] - Valid | Epoch 34 | 11/20 | 4.39 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.019
[2024-12-12 13:05:44,706][demucs.solver][INFO] - Valid | Epoch 34 | 12/20 | 4.47 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 0.998
[2024-12-12 13:05:44,882][demucs.solver][INFO] - Valid | Epoch 34 | 13/20 | 4.54 it/sec | Loss 0.5830 | Reco 0.5830 | Nsdr 0.993
[2024-12-12 13:05:45,058][demucs.solver][INFO] - Valid | Epoch 34 | 14/20 | 4.60 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 0.992
[2024-12-12 13:05:45,232][demucs.solver][INFO] - Valid | Epoch 34 | 15/20 | 4.66 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 0.994
[2024-12-12 13:05:45,406][demucs.solver][INFO] - Valid | Epoch 34 | 16/20 | 4.71 it/sec | Loss 0.5862 | Reco 0.5862 | Nsdr 0.994
[2024-12-12 13:05:45,583][demucs.solver][INFO] - Valid | Epoch 34 | 17/20 | 4.75 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.001
[2024-12-12 13:05:45,757][demucs.solver][INFO] - Valid | Epoch 34 | 18/20 | 4.80 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.003
[2024-12-12 13:05:45,920][demucs.solver][INFO] - Valid | Epoch 34 | 19/20 | 4.85 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.007
[2024-12-12 13:05:46,240][demucs.solver][INFO] - Valid Summary | Epoch 34 | Loss=0.5558 | Reco=0.5558 | Nsdr=1.007 | Best=0.5517 | Bname=main
[2024-12-12 13:05:47,577][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:05:47,577][demucs.solver][INFO] - Training...
[2024-12-12 13:05:56,116][demucs.solver][INFO] - Train | Epoch 35 | 1/14 | 0.28 it/sec | Loss 0.2262 | Reco 0.2262 | Grad 0.0580
[2024-12-12 13:05:56,757][demucs.solver][INFO] - Train | Epoch 35 | 2/14 | 0.39 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 0.0546
[2024-12-12 13:05:57,410][demucs.solver][INFO] - Train | Epoch 35 | 3/14 | 0.48 it/sec | Loss 0.2287 | Reco 0.2287 | Grad 0.0577
[2024-12-12 13:05:58,054][demucs.solver][INFO] - Train | Epoch 35 | 4/14 | 0.55 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.0551
[2024-12-12 13:05:58,700][demucs.solver][INFO] - Train | Epoch 35 | 5/14 | 0.62 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.0604
[2024-12-12 13:05:59,340][demucs.solver][INFO] - Train | Epoch 35 | 6/14 | 0.68 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0611
[2024-12-12 13:05:59,980][demucs.solver][INFO] - Train | Epoch 35 | 7/14 | 0.73 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.0635
[2024-12-12 13:06:00,615][demucs.solver][INFO] - Train | Epoch 35 | 8/14 | 0.78 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.0765
[2024-12-12 13:06:01,242][demucs.solver][INFO] - Train | Epoch 35 | 9/14 | 0.82 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.0798
[2024-12-12 13:06:01,870][demucs.solver][INFO] - Train | Epoch 35 | 10/14 | 0.85 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0789
[2024-12-12 13:06:02,500][demucs.solver][INFO] - Train | Epoch 35 | 11/14 | 0.89 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.0794
[2024-12-12 13:06:03,127][demucs.solver][INFO] - Train | Epoch 35 | 12/14 | 0.92 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0791
[2024-12-12 13:06:03,758][demucs.solver][INFO] - Train | Epoch 35 | 13/14 | 0.95 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0797
[2024-12-12 13:06:04,037][demucs.solver][INFO] - Train Summary | Epoch 35 | Loss=0.2422 | Reco=0.2422 | Grad=0.0797
[2024-12-12 13:06:04,037][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:06:04,037][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:06:06,554][demucs.solver][INFO] - Valid | Epoch 35 | 1/20 | 2.54 it/sec | Loss 0.5875 | Reco 0.5875 | Nsdr 1.031
[2024-12-12 13:06:06,918][demucs.solver][INFO] - Valid | Epoch 35 | 2/20 | 2.60 it/sec | Loss 0.4550 | Reco 0.4550 | Nsdr 1.091
[2024-12-12 13:06:07,241][demucs.solver][INFO] - Valid | Epoch 35 | 3/20 | 2.71 it/sec | Loss 0.5018 | Reco 0.5018 | Nsdr 1.096
[2024-12-12 13:06:07,561][demucs.solver][INFO] - Valid | Epoch 35 | 4/20 | 2.78 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.093
[2024-12-12 13:06:07,886][demucs.solver][INFO] - Valid | Epoch 35 | 5/20 | 2.83 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.080
[2024-12-12 13:06:08,199][demucs.solver][INFO] - Valid | Epoch 35 | 6/20 | 2.88 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.066
[2024-12-12 13:06:08,364][demucs.solver][INFO] - Valid | Epoch 35 | 7/20 | 3.08 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.067
[2024-12-12 13:06:08,547][demucs.solver][INFO] - Valid | Epoch 35 | 8/20 | 3.24 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.063
[2024-12-12 13:06:08,723][demucs.solver][INFO] - Valid | Epoch 35 | 9/20 | 3.38 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.064
[2024-12-12 13:06:08,876][demucs.solver][INFO] - Valid | Epoch 35 | 10/20 | 3.54 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.047
[2024-12-12 13:06:09,053][demucs.solver][INFO] - Valid | Epoch 35 | 11/20 | 3.65 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.036
[2024-12-12 13:06:09,240][demucs.solver][INFO] - Valid | Epoch 35 | 12/20 | 3.74 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.015
[2024-12-12 13:06:09,415][demucs.solver][INFO] - Valid | Epoch 35 | 13/20 | 3.84 it/sec | Loss 0.5818 | Reco 0.5818 | Nsdr 1.009
[2024-12-12 13:06:09,601][demucs.solver][INFO] - Valid | Epoch 35 | 14/20 | 3.91 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.009
[2024-12-12 13:06:09,790][demucs.solver][INFO] - Valid | Epoch 35 | 15/20 | 3.97 it/sec | Loss 0.5809 | Reco 0.5809 | Nsdr 1.011
[2024-12-12 13:06:09,942][demucs.solver][INFO] - Valid | Epoch 35 | 16/20 | 4.07 it/sec | Loss 0.5849 | Reco 0.5849 | Nsdr 1.011
[2024-12-12 13:06:10,128][demucs.solver][INFO] - Valid | Epoch 35 | 17/20 | 4.13 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.018
[2024-12-12 13:06:10,302][demucs.solver][INFO] - Valid | Epoch 35 | 18/20 | 4.19 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.020
[2024-12-12 13:06:10,465][demucs.solver][INFO] - Valid | Epoch 35 | 19/20 | 4.26 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.024
[2024-12-12 13:06:10,776][demucs.solver][INFO] - Valid Summary | Epoch 35 | Loss=0.5545 | Reco=0.5545 | Nsdr=1.024 | Best=0.5517 | Bname=main
[2024-12-12 13:06:12,068][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:06:12,068][demucs.solver][INFO] - Training...
[2024-12-12 13:06:20,413][demucs.solver][INFO] - Train | Epoch 36 | 1/14 | 0.31 it/sec | Loss 0.2638 | Reco 0.2638 | Grad 0.0800
[2024-12-12 13:06:21,050][demucs.solver][INFO] - Train | Epoch 36 | 2/14 | 0.42 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0855
[2024-12-12 13:06:21,687][demucs.solver][INFO] - Train | Epoch 36 | 3/14 | 0.51 it/sec | Loss 0.2666 | Reco 0.2666 | Grad 0.0750
[2024-12-12 13:06:22,325][demucs.solver][INFO] - Train | Epoch 36 | 4/14 | 0.59 it/sec | Loss 0.2705 | Reco 0.2705 | Grad 0.0762
[2024-12-12 13:06:22,964][demucs.solver][INFO] - Train | Epoch 36 | 5/14 | 0.66 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 0.0733
[2024-12-12 13:06:23,601][demucs.solver][INFO] - Train | Epoch 36 | 6/14 | 0.72 it/sec | Loss 0.2632 | Reco 0.2632 | Grad 0.0819
[2024-12-12 13:06:24,241][demucs.solver][INFO] - Train | Epoch 36 | 7/14 | 0.77 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 0.0774
[2024-12-12 13:06:24,871][demucs.solver][INFO] - Train | Epoch 36 | 8/14 | 0.82 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 0.0787
[2024-12-12 13:06:25,501][demucs.solver][INFO] - Train | Epoch 36 | 9/14 | 0.86 it/sec | Loss 0.2661 | Reco 0.2661 | Grad 0.0796
[2024-12-12 13:06:26,131][demucs.solver][INFO] - Train | Epoch 36 | 10/14 | 0.90 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.0753
[2024-12-12 13:06:26,761][demucs.solver][INFO] - Train | Epoch 36 | 11/14 | 0.93 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.0732
[2024-12-12 13:06:27,392][demucs.solver][INFO] - Train | Epoch 36 | 12/14 | 0.96 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.0720
[2024-12-12 13:06:28,021][demucs.solver][INFO] - Train | Epoch 36 | 13/14 | 0.99 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0732
[2024-12-12 13:06:28,359][demucs.solver][INFO] - Train Summary | Epoch 36 | Loss=0.2575 | Reco=0.2575 | Grad=0.0732
[2024-12-12 13:06:28,360][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:06:28,360][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:06:30,435][demucs.solver][INFO] - Valid | Epoch 36 | 1/20 | 3.11 it/sec | Loss 0.5873 | Reco 0.5873 | Nsdr 1.035
[2024-12-12 13:06:30,672][demucs.solver][INFO] - Valid | Epoch 36 | 2/20 | 3.41 it/sec | Loss 0.4551 | Reco 0.4551 | Nsdr 1.095
[2024-12-12 13:06:30,905][demucs.solver][INFO] - Valid | Epoch 36 | 3/20 | 3.59 it/sec | Loss 0.5020 | Reco 0.5020 | Nsdr 1.100
[2024-12-12 13:06:31,132][demucs.solver][INFO] - Valid | Epoch 36 | 4/20 | 3.73 it/sec | Loss 0.5210 | Reco 0.5210 | Nsdr 1.097
[2024-12-12 13:06:31,315][demucs.solver][INFO] - Valid | Epoch 36 | 5/20 | 3.94 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.082
[2024-12-12 13:06:31,540][demucs.solver][INFO] - Valid | Epoch 36 | 6/20 | 4.00 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.068
[2024-12-12 13:06:31,770][demucs.solver][INFO] - Valid | Epoch 36 | 7/20 | 4.04 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.070
[2024-12-12 13:06:31,994][demucs.solver][INFO] - Valid | Epoch 36 | 8/20 | 4.09 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.065
[2024-12-12 13:06:32,202][demucs.solver][INFO] - Valid | Epoch 36 | 9/20 | 4.15 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.066
[2024-12-12 13:06:32,395][demucs.solver][INFO] - Valid | Epoch 36 | 10/20 | 4.23 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.049
[2024-12-12 13:06:32,603][demucs.solver][INFO] - Valid | Epoch 36 | 11/20 | 4.27 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.038
[2024-12-12 13:06:32,813][demucs.solver][INFO] - Valid | Epoch 36 | 12/20 | 4.30 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.016
[2024-12-12 13:06:33,033][demucs.solver][INFO] - Valid | Epoch 36 | 13/20 | 4.32 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.011
[2024-12-12 13:06:33,219][demucs.solver][INFO] - Valid | Epoch 36 | 14/20 | 4.38 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.010
[2024-12-12 13:06:33,419][demucs.solver][INFO] - Valid | Epoch 36 | 15/20 | 4.41 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.012
[2024-12-12 13:06:33,601][demucs.solver][INFO] - Valid | Epoch 36 | 16/20 | 4.46 it/sec | Loss 0.5849 | Reco 0.5849 | Nsdr 1.012
[2024-12-12 13:06:33,766][demucs.solver][INFO] - Valid | Epoch 36 | 17/20 | 4.53 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.019
[2024-12-12 13:06:33,984][demucs.solver][INFO] - Valid | Epoch 36 | 18/20 | 4.53 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.021
[2024-12-12 13:06:34,417][demucs.solver][INFO] - Valid | Epoch 36 | 19/20 | 4.32 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.026
[2024-12-12 13:06:34,886][demucs.solver][INFO] - Valid Summary | Epoch 36 | Loss=0.5546 | Reco=0.5546 | Nsdr=1.026 | Best=0.5517 | Bname=main
[2024-12-12 13:06:36,185][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:06:36,185][demucs.solver][INFO] - Training...
[2024-12-12 13:06:45,414][demucs.solver][INFO] - Train | Epoch 37 | 1/14 | 0.26 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.0512
[2024-12-12 13:06:46,258][demucs.solver][INFO] - Train | Epoch 37 | 2/14 | 0.36 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 0.0585
[2024-12-12 13:06:46,972][demucs.solver][INFO] - Train | Epoch 37 | 3/14 | 0.44 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0532
[2024-12-12 13:06:47,622][demucs.solver][INFO] - Train | Epoch 37 | 4/14 | 0.51 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0582
[2024-12-12 13:06:48,264][demucs.solver][INFO] - Train | Epoch 37 | 5/14 | 0.57 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0572
[2024-12-12 13:06:48,906][demucs.solver][INFO] - Train | Epoch 37 | 6/14 | 0.63 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0557
[2024-12-12 13:06:49,548][demucs.solver][INFO] - Train | Epoch 37 | 7/14 | 0.68 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.0530
[2024-12-12 13:06:50,194][demucs.solver][INFO] - Train | Epoch 37 | 8/14 | 0.73 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0580
[2024-12-12 13:06:50,826][demucs.solver][INFO] - Train | Epoch 37 | 9/14 | 0.77 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0637
[2024-12-12 13:06:51,457][demucs.solver][INFO] - Train | Epoch 37 | 10/14 | 0.81 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0629
[2024-12-12 13:06:52,092][demucs.solver][INFO] - Train | Epoch 37 | 11/14 | 0.84 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0600
[2024-12-12 13:06:52,722][demucs.solver][INFO] - Train | Epoch 37 | 12/14 | 0.87 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0579
[2024-12-12 13:06:53,352][demucs.solver][INFO] - Train | Epoch 37 | 13/14 | 0.90 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0598
[2024-12-12 13:06:53,702][demucs.solver][INFO] - Train Summary | Epoch 37 | Loss=0.2452 | Reco=0.2452 | Grad=0.0598
[2024-12-12 13:06:53,702][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:06:53,702][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:06:56,009][demucs.solver][INFO] - Valid | Epoch 37 | 1/20 | 2.94 it/sec | Loss 0.5856 | Reco 0.5856 | Nsdr 1.058
[2024-12-12 13:06:56,220][demucs.solver][INFO] - Valid | Epoch 37 | 2/20 | 3.37 it/sec | Loss 0.4535 | Reco 0.4535 | Nsdr 1.123
[2024-12-12 13:06:56,408][demucs.solver][INFO] - Valid | Epoch 37 | 3/20 | 3.71 it/sec | Loss 0.5003 | Reco 0.5003 | Nsdr 1.128
[2024-12-12 13:06:56,572][demucs.solver][INFO] - Valid | Epoch 37 | 4/20 | 4.02 it/sec | Loss 0.5192 | Reco 0.5192 | Nsdr 1.125
[2024-12-12 13:06:56,761][demucs.solver][INFO] - Valid | Epoch 37 | 5/20 | 4.19 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.110
[2024-12-12 13:06:56,937][demucs.solver][INFO] - Valid | Epoch 37 | 6/20 | 4.36 it/sec | Loss 0.5257 | Reco 0.5257 | Nsdr 1.095
[2024-12-12 13:06:57,124][demucs.solver][INFO] - Valid | Epoch 37 | 7/20 | 4.46 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.098
[2024-12-12 13:06:57,301][demucs.solver][INFO] - Valid | Epoch 37 | 8/20 | 4.56 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.093
[2024-12-12 13:06:57,465][demucs.solver][INFO] - Valid | Epoch 37 | 9/20 | 4.68 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.093
[2024-12-12 13:06:57,643][demucs.solver][INFO] - Valid | Epoch 37 | 10/20 | 4.75 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.076
[2024-12-12 13:06:57,814][demucs.solver][INFO] - Valid | Epoch 37 | 11/20 | 4.83 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.065
[2024-12-12 13:06:57,975][demucs.solver][INFO] - Valid | Epoch 37 | 12/20 | 4.91 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.042
[2024-12-12 13:06:58,148][demucs.solver][INFO] - Valid | Epoch 37 | 13/20 | 4.97 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.037
[2024-12-12 13:06:58,323][demucs.solver][INFO] - Valid | Epoch 37 | 14/20 | 5.01 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.036
[2024-12-12 13:06:58,478][demucs.solver][INFO] - Valid | Epoch 37 | 15/20 | 5.08 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.038
[2024-12-12 13:06:58,665][demucs.solver][INFO] - Valid | Epoch 37 | 16/20 | 5.10 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.038
[2024-12-12 13:06:58,839][demucs.solver][INFO] - Valid | Epoch 37 | 17/20 | 5.13 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.045
[2024-12-12 13:06:59,025][demucs.solver][INFO] - Valid | Epoch 37 | 18/20 | 5.14 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.047
[2024-12-12 13:06:59,192][demucs.solver][INFO] - Valid | Epoch 37 | 19/20 | 5.18 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.052
[2024-12-12 13:06:59,534][demucs.solver][INFO] - Valid Summary | Epoch 37 | Loss=0.5526 | Reco=0.5526 | Nsdr=1.052 | Best=0.5517 | Bname=main
[2024-12-12 13:07:00,801][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:07:00,801][demucs.solver][INFO] - Training...
[2024-12-12 13:07:08,766][demucs.solver][INFO] - Train | Epoch 38 | 1/14 | 0.31 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0448
[2024-12-12 13:07:09,936][demucs.solver][INFO] - Train | Epoch 38 | 2/14 | 0.39 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0620
[2024-12-12 13:07:10,602][demucs.solver][INFO] - Train | Epoch 38 | 3/14 | 0.48 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.0661
[2024-12-12 13:07:11,303][demucs.solver][INFO] - Train | Epoch 38 | 4/14 | 0.55 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 0.0663
[2024-12-12 13:07:11,949][demucs.solver][INFO] - Train | Epoch 38 | 5/14 | 0.62 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0659
[2024-12-12 13:07:12,584][demucs.solver][INFO] - Train | Epoch 38 | 6/14 | 0.68 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0592
[2024-12-12 13:07:13,216][demucs.solver][INFO] - Train | Epoch 38 | 7/14 | 0.73 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0611
[2024-12-12 13:07:13,850][demucs.solver][INFO] - Train | Epoch 38 | 8/14 | 0.78 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0625
[2024-12-12 13:07:14,489][demucs.solver][INFO] - Train | Epoch 38 | 9/14 | 0.82 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0665
[2024-12-12 13:07:15,121][demucs.solver][INFO] - Train | Epoch 38 | 10/14 | 0.86 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0660
[2024-12-12 13:07:15,750][demucs.solver][INFO] - Train | Epoch 38 | 11/14 | 0.89 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0666
[2024-12-12 13:07:16,377][demucs.solver][INFO] - Train | Epoch 38 | 12/14 | 0.92 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0646
[2024-12-12 13:07:17,008][demucs.solver][INFO] - Train | Epoch 38 | 13/14 | 0.95 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0630
[2024-12-12 13:07:17,306][demucs.solver][INFO] - Train Summary | Epoch 38 | Loss=0.2501 | Reco=0.2501 | Grad=0.0630
[2024-12-12 13:07:17,306][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:07:17,306][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:07:19,355][demucs.solver][INFO] - Valid | Epoch 38 | 1/20 | 3.52 it/sec | Loss 0.5876 | Reco 0.5876 | Nsdr 1.029
[2024-12-12 13:07:20,151][demucs.solver][INFO] - Valid | Epoch 38 | 2/20 | 2.20 it/sec | Loss 0.4549 | Reco 0.4549 | Nsdr 1.090
[2024-12-12 13:07:21,017][demucs.solver][INFO] - Valid | Epoch 38 | 3/20 | 1.79 it/sec | Loss 0.5017 | Reco 0.5017 | Nsdr 1.095
[2024-12-12 13:07:21,832][demucs.solver][INFO] - Valid | Epoch 38 | 4/20 | 1.64 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.092
[2024-12-12 13:07:22,553][demucs.solver][INFO] - Valid | Epoch 38 | 5/20 | 1.59 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.079
[2024-12-12 13:07:23,350][demucs.solver][INFO] - Valid | Epoch 38 | 6/20 | 1.53 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.065
[2024-12-12 13:07:24,152][demucs.solver][INFO] - Valid | Epoch 38 | 7/20 | 1.49 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.067
[2024-12-12 13:07:24,774][demucs.solver][INFO] - Valid | Epoch 38 | 8/20 | 1.50 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.063
[2024-12-12 13:07:24,942][demucs.solver][INFO] - Valid | Epoch 38 | 9/20 | 1.62 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.063
[2024-12-12 13:07:25,117][demucs.solver][INFO] - Valid | Epoch 38 | 10/20 | 1.74 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.047
[2024-12-12 13:07:25,291][demucs.solver][INFO] - Valid | Epoch 38 | 11/20 | 1.84 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.036
[2024-12-12 13:07:25,469][demucs.solver][INFO] - Valid | Epoch 38 | 12/20 | 1.95 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.014
[2024-12-12 13:07:25,655][demucs.solver][INFO] - Valid | Epoch 38 | 13/20 | 2.04 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.009
[2024-12-12 13:07:25,844][demucs.solver][INFO] - Valid | Epoch 38 | 14/20 | 2.13 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.008
[2024-12-12 13:07:26,006][demucs.solver][INFO] - Valid | Epoch 38 | 15/20 | 2.22 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.010
[2024-12-12 13:07:26,168][demucs.solver][INFO] - Valid | Epoch 38 | 16/20 | 2.30 it/sec | Loss 0.5849 | Reco 0.5849 | Nsdr 1.011
[2024-12-12 13:07:26,354][demucs.solver][INFO] - Valid | Epoch 38 | 17/20 | 2.38 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.018
[2024-12-12 13:07:26,528][demucs.solver][INFO] - Valid | Epoch 38 | 18/20 | 2.45 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.019
[2024-12-12 13:07:26,691][demucs.solver][INFO] - Valid | Epoch 38 | 19/20 | 2.53 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.024
[2024-12-12 13:07:27,060][demucs.solver][INFO] - Valid Summary | Epoch 38 | Loss=0.5545 | Reco=0.5545 | Nsdr=1.024 | Best=0.5517 | Bname=main
[2024-12-12 13:07:28,481][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:07:28,482][demucs.solver][INFO] - Training...
[2024-12-12 13:07:36,281][demucs.solver][INFO] - Train | Epoch 39 | 1/14 | 0.31 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.0437
[2024-12-12 13:07:36,931][demucs.solver][INFO] - Train | Epoch 39 | 2/14 | 0.43 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0396
[2024-12-12 13:07:37,568][demucs.solver][INFO] - Train | Epoch 39 | 3/14 | 0.52 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0709
[2024-12-12 13:07:38,202][demucs.solver][INFO] - Train | Epoch 39 | 4/14 | 0.60 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.0622
[2024-12-12 13:07:38,840][demucs.solver][INFO] - Train | Epoch 39 | 5/14 | 0.67 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0584
[2024-12-12 13:07:39,468][demucs.solver][INFO] - Train | Epoch 39 | 6/14 | 0.73 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0651
[2024-12-12 13:07:40,097][demucs.solver][INFO] - Train | Epoch 39 | 7/14 | 0.78 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0596
[2024-12-12 13:07:40,724][demucs.solver][INFO] - Train | Epoch 39 | 8/14 | 0.83 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0588
[2024-12-12 13:07:41,353][demucs.solver][INFO] - Train | Epoch 39 | 9/14 | 0.87 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.0652
[2024-12-12 13:07:41,984][demucs.solver][INFO] - Train | Epoch 39 | 10/14 | 0.91 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0617
[2024-12-12 13:07:42,613][demucs.solver][INFO] - Train | Epoch 39 | 11/14 | 0.94 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0603
[2024-12-12 13:07:43,241][demucs.solver][INFO] - Train | Epoch 39 | 12/14 | 0.97 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0584
[2024-12-12 13:07:43,873][demucs.solver][INFO] - Train | Epoch 39 | 13/14 | 1.00 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0595
[2024-12-12 13:07:44,184][demucs.solver][INFO] - Train Summary | Epoch 39 | Loss=0.2545 | Reco=0.2545 | Grad=0.0595
[2024-12-12 13:07:44,184][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:07:44,184][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:07:46,194][demucs.solver][INFO] - Valid | Epoch 39 | 1/20 | 3.51 it/sec | Loss 0.5901 | Reco 0.5901 | Nsdr 0.993
[2024-12-12 13:07:46,377][demucs.solver][INFO] - Valid | Epoch 39 | 2/20 | 3.99 it/sec | Loss 0.4571 | Reco 0.4571 | Nsdr 1.049
[2024-12-12 13:07:46,566][demucs.solver][INFO] - Valid | Epoch 39 | 3/20 | 4.25 it/sec | Loss 0.5042 | Reco 0.5042 | Nsdr 1.054
[2024-12-12 13:07:46,745][demucs.solver][INFO] - Valid | Epoch 39 | 4/20 | 4.46 it/sec | Loss 0.5234 | Reco 0.5234 | Nsdr 1.052
[2024-12-12 13:07:46,909][demucs.solver][INFO] - Valid | Epoch 39 | 5/20 | 4.67 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.039
[2024-12-12 13:07:47,088][demucs.solver][INFO] - Valid | Epoch 39 | 6/20 | 4.78 it/sec | Loss 0.5301 | Reco 0.5301 | Nsdr 1.027
[2024-12-12 13:07:47,244][demucs.solver][INFO] - Valid | Epoch 39 | 7/20 | 4.94 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.029
[2024-12-12 13:07:47,416][demucs.solver][INFO] - Valid | Epoch 39 | 8/20 | 5.02 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.025
[2024-12-12 13:07:47,598][demucs.solver][INFO] - Valid | Epoch 39 | 9/20 | 5.07 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.025
[2024-12-12 13:07:47,774][demucs.solver][INFO] - Valid | Epoch 39 | 10/20 | 5.12 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.009
[2024-12-12 13:07:47,939][demucs.solver][INFO] - Valid | Epoch 39 | 11/20 | 5.19 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 0.999
[2024-12-12 13:07:48,127][demucs.solver][INFO] - Valid | Epoch 39 | 12/20 | 5.19 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 0.978
[2024-12-12 13:07:48,304][demucs.solver][INFO] - Valid | Epoch 39 | 13/20 | 5.23 it/sec | Loss 0.5843 | Reco 0.5843 | Nsdr 0.973
[2024-12-12 13:07:48,479][demucs.solver][INFO] - Valid | Epoch 39 | 14/20 | 5.25 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 0.973
[2024-12-12 13:07:48,668][demucs.solver][INFO] - Valid | Epoch 39 | 15/20 | 5.26 it/sec | Loss 0.5835 | Reco 0.5835 | Nsdr 0.975
[2024-12-12 13:07:48,848][demucs.solver][INFO] - Valid | Epoch 39 | 16/20 | 5.28 it/sec | Loss 0.5875 | Reco 0.5875 | Nsdr 0.975
[2024-12-12 13:07:49,012][demucs.solver][INFO] - Valid | Epoch 39 | 17/20 | 5.31 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 0.981
[2024-12-12 13:07:49,188][demucs.solver][INFO] - Valid | Epoch 39 | 18/20 | 5.33 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 0.983
[2024-12-12 13:07:49,378][demucs.solver][INFO] - Valid | Epoch 39 | 19/20 | 5.33 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 0.987
[2024-12-12 13:07:49,679][demucs.solver][INFO] - Valid Summary | Epoch 39 | Loss=0.5570 | Reco=0.5570 | Nsdr=0.987 | Best=0.5517 | Bname=main
[2024-12-12 13:07:51,027][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:07:51,028][demucs.solver][INFO] - Training...
[2024-12-12 13:08:00,864][demucs.solver][INFO] - Train | Epoch 40 | 1/14 | 0.24 it/sec | Loss 0.2764 | Reco 0.2764 | Grad 0.1009
[2024-12-12 13:08:02,312][demucs.solver][INFO] - Train | Epoch 40 | 2/14 | 0.31 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.0761
[2024-12-12 13:08:02,950][demucs.solver][INFO] - Train | Epoch 40 | 3/14 | 0.39 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0778
[2024-12-12 13:08:03,584][demucs.solver][INFO] - Train | Epoch 40 | 4/14 | 0.46 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0675
[2024-12-12 13:08:04,224][demucs.solver][INFO] - Train | Epoch 40 | 5/14 | 0.52 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0603
[2024-12-12 13:08:04,853][demucs.solver][INFO] - Train | Epoch 40 | 6/14 | 0.57 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0668
[2024-12-12 13:08:05,483][demucs.solver][INFO] - Train | Epoch 40 | 7/14 | 0.62 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0671
[2024-12-12 13:08:06,112][demucs.solver][INFO] - Train | Epoch 40 | 8/14 | 0.67 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0672
[2024-12-12 13:08:06,740][demucs.solver][INFO] - Train | Epoch 40 | 9/14 | 0.71 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0708
[2024-12-12 13:08:07,376][demucs.solver][INFO] - Train | Epoch 40 | 10/14 | 0.75 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.0667
[2024-12-12 13:08:08,004][demucs.solver][INFO] - Train | Epoch 40 | 11/14 | 0.78 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0706
[2024-12-12 13:08:08,632][demucs.solver][INFO] - Train | Epoch 40 | 12/14 | 0.81 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0704
[2024-12-12 13:08:09,261][demucs.solver][INFO] - Train | Epoch 40 | 13/14 | 0.84 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0690
[2024-12-12 13:08:09,594][demucs.solver][INFO] - Train Summary | Epoch 40 | Loss=0.2481 | Reco=0.2481 | Grad=0.0690
[2024-12-12 13:08:09,594][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:08:09,594][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:08:12,134][demucs.solver][INFO] - Valid | Epoch 40 | 1/20 | 2.59 it/sec | Loss 0.5891 | Reco 0.5891 | Nsdr 1.008
[2024-12-12 13:08:12,417][demucs.solver][INFO] - Valid | Epoch 40 | 2/20 | 2.84 it/sec | Loss 0.4561 | Reco 0.4561 | Nsdr 1.065
[2024-12-12 13:08:12,749][demucs.solver][INFO] - Valid | Epoch 40 | 3/20 | 2.88 it/sec | Loss 0.5031 | Reco 0.5031 | Nsdr 1.068
[2024-12-12 13:08:12,945][demucs.solver][INFO] - Valid | Epoch 40 | 4/20 | 3.16 it/sec | Loss 0.5224 | Reco 0.5224 | Nsdr 1.065
[2024-12-12 13:08:13,136][demucs.solver][INFO] - Valid | Epoch 40 | 5/20 | 3.38 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.053
[2024-12-12 13:08:13,299][demucs.solver][INFO] - Valid | Epoch 40 | 6/20 | 3.61 it/sec | Loss 0.5291 | Reco 0.5291 | Nsdr 1.040
[2024-12-12 13:08:13,476][demucs.solver][INFO] - Valid | Epoch 40 | 7/20 | 3.78 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.042
[2024-12-12 13:08:13,641][demucs.solver][INFO] - Valid | Epoch 40 | 8/20 | 3.95 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.038
[2024-12-12 13:08:13,818][demucs.solver][INFO] - Valid | Epoch 40 | 9/20 | 4.07 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.038
[2024-12-12 13:08:14,000][demucs.solver][INFO] - Valid | Epoch 40 | 10/20 | 4.17 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.022
[2024-12-12 13:08:14,171][demucs.solver][INFO] - Valid | Epoch 40 | 11/20 | 4.27 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.012
[2024-12-12 13:08:14,335][demucs.solver][INFO] - Valid | Epoch 40 | 12/20 | 4.37 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 0.991
[2024-12-12 13:08:14,501][demucs.solver][INFO] - Valid | Epoch 40 | 13/20 | 4.46 it/sec | Loss 0.5834 | Reco 0.5834 | Nsdr 0.986
[2024-12-12 13:08:14,667][demucs.solver][INFO] - Valid | Epoch 40 | 14/20 | 4.54 it/sec | Loss 0.5812 | Reco 0.5812 | Nsdr 0.985
[2024-12-12 13:08:14,831][demucs.solver][INFO] - Valid | Epoch 40 | 15/20 | 4.61 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 0.987
[2024-12-12 13:08:14,994][demucs.solver][INFO] - Valid | Epoch 40 | 16/20 | 4.68 it/sec | Loss 0.5865 | Reco 0.5865 | Nsdr 0.987
[2024-12-12 13:08:15,170][demucs.solver][INFO] - Valid | Epoch 40 | 17/20 | 4.73 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 0.994
[2024-12-12 13:08:15,359][demucs.solver][INFO] - Valid | Epoch 40 | 18/20 | 4.75 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 0.996
[2024-12-12 13:08:15,540][demucs.solver][INFO] - Valid | Epoch 40 | 19/20 | 4.79 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.000
[2024-12-12 13:08:15,862][demucs.solver][INFO] - Valid Summary | Epoch 40 | Loss=0.5561 | Reco=0.5561 | Nsdr=1.000 | Best=0.5517 | Bname=main
[2024-12-12 13:08:15,862][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:08:15,862][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 13:08:28,597][demucs.evaluate][INFO] - Eval | 1/20 | 0.32 it/sec
[2024-12-12 13:08:31,649][demucs.evaluate][INFO] - Eval | 2/20 | 0.32 it/sec
[2024-12-12 13:08:34,585][demucs.evaluate][INFO] - Eval | 3/20 | 0.33 it/sec
[2024-12-12 13:08:37,664][demucs.evaluate][INFO] - Eval | 4/20 | 0.33 it/sec
[2024-12-12 13:08:40,832][demucs.evaluate][INFO] - Eval | 5/20 | 0.33 it/sec
[2024-12-12 13:08:43,878][demucs.evaluate][INFO] - Eval | 6/20 | 0.33 it/sec
[2024-12-12 13:08:46,921][demucs.evaluate][INFO] - Eval | 7/20 | 0.33 it/sec
[2024-12-12 13:08:49,949][demucs.evaluate][INFO] - Eval | 8/20 | 0.33 it/sec
[2024-12-12 13:08:53,008][demucs.evaluate][INFO] - Eval | 9/20 | 0.33 it/sec
[2024-12-12 13:08:56,090][demucs.evaluate][INFO] - Eval | 10/20 | 0.33 it/sec
[2024-12-12 13:08:59,126][demucs.evaluate][INFO] - Eval | 11/20 | 0.33 it/sec
[2024-12-12 13:09:02,137][demucs.evaluate][INFO] - Eval | 12/20 | 0.33 it/sec
[2024-12-12 13:09:05,168][demucs.evaluate][INFO] - Eval | 13/20 | 0.33 it/sec
[2024-12-12 13:09:08,194][demucs.evaluate][INFO] - Eval | 14/20 | 0.33 it/sec
[2024-12-12 13:09:11,230][demucs.evaluate][INFO] - Eval | 15/20 | 0.33 it/sec
[2024-12-12 13:09:14,211][demucs.evaluate][INFO] - Eval | 16/20 | 0.33 it/sec
[2024-12-12 13:09:17,520][demucs.evaluate][INFO] - Eval | 17/20 | 0.33 it/sec
[2024-12-12 13:09:20,615][demucs.evaluate][INFO] - Eval | 18/20 | 0.33 it/sec
[2024-12-12 13:09:23,698][demucs.evaluate][INFO] - Eval | 19/20 | 0.33 it/sec
[2024-12-12 13:09:23,729][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 65.75 it/sec
[2024-12-12 13:09:23,739][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 73.69 it/sec
[2024-12-12 13:09:23,746][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 83.20 it/sec
[2024-12-12 13:09:23,755][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 87.98 it/sec
[2024-12-12 13:09:23,763][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 92.23 it/sec
[2024-12-12 13:09:23,772][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 95.38 it/sec
[2024-12-12 13:09:23,779][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 98.70 it/sec
[2024-12-12 13:09:23,791][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 97.33 it/sec
[2024-12-12 13:09:23,800][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 98.12 it/sec
[2024-12-12 13:09:23,808][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 100.70 it/sec
[2024-12-12 13:09:23,816][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 101.66 it/sec
[2024-12-12 13:09:23,824][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 103.16 it/sec
[2024-12-12 13:09:23,833][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 103.82 it/sec
[2024-12-12 13:09:23,847][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 100.99 it/sec
[2024-12-12 13:09:23,855][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 101.79 it/sec
[2024-12-12 13:09:23,867][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 100.81 it/sec
[2024-12-12 13:09:23,876][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 101.14 it/sec
[2024-12-12 13:09:23,888][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 100.27 it/sec
[2024-12-12 13:09:23,898][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 100.16 it/sec
[2024-12-12 13:09:23,967][demucs.solver][INFO] - Test Summary | Epoch 40 | Nsdr=0.934 | Nsdr_drums=0.935 | Nsdr_bass=0.921 | Nsdr_other=0.928 | Nsdr_vocals=0.953
[2024-12-12 13:09:25,369][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:09:25,369][demucs.solver][INFO] - Training...
[2024-12-12 13:09:34,984][demucs.solver][INFO] - Train | Epoch 41 | 1/14 | 0.25 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.0674
[2024-12-12 13:09:35,618][demucs.solver][INFO] - Train | Epoch 41 | 2/14 | 0.34 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 0.0654
[2024-12-12 13:09:36,254][demucs.solver][INFO] - Train | Epoch 41 | 3/14 | 0.42 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.0543
[2024-12-12 13:09:36,890][demucs.solver][INFO] - Train | Epoch 41 | 4/14 | 0.50 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 0.0700
[2024-12-12 13:09:37,527][demucs.solver][INFO] - Train | Epoch 41 | 5/14 | 0.56 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.0725
[2024-12-12 13:09:38,158][demucs.solver][INFO] - Train | Epoch 41 | 6/14 | 0.62 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.0774
[2024-12-12 13:09:38,797][demucs.solver][INFO] - Train | Epoch 41 | 7/14 | 0.67 it/sec | Loss 0.2344 | Reco 0.2344 | Grad 0.0705
[2024-12-12 13:09:39,436][demucs.solver][INFO] - Train | Epoch 41 | 8/14 | 0.71 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 0.0699
[2024-12-12 13:09:40,066][demucs.solver][INFO] - Train | Epoch 41 | 9/14 | 0.76 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 0.0726
[2024-12-12 13:09:40,692][demucs.solver][INFO] - Train | Epoch 41 | 10/14 | 0.79 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.0679
[2024-12-12 13:09:41,319][demucs.solver][INFO] - Train | Epoch 41 | 11/14 | 0.83 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.0731
[2024-12-12 13:09:41,955][demucs.solver][INFO] - Train | Epoch 41 | 12/14 | 0.86 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0686
[2024-12-12 13:09:42,581][demucs.solver][INFO] - Train | Epoch 41 | 13/14 | 0.89 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.0653
[2024-12-12 13:09:42,867][demucs.solver][INFO] - Train Summary | Epoch 41 | Loss=0.2451 | Reco=0.2451 | Grad=0.0653
[2024-12-12 13:09:42,868][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:09:42,868][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:09:44,819][demucs.solver][INFO] - Valid | Epoch 41 | 1/20 | 3.31 it/sec | Loss 0.5881 | Reco 0.5881 | Nsdr 1.021
[2024-12-12 13:09:44,994][demucs.solver][INFO] - Valid | Epoch 41 | 2/20 | 3.85 it/sec | Loss 0.4556 | Reco 0.4556 | Nsdr 1.077
[2024-12-12 13:09:45,205][demucs.solver][INFO] - Valid | Epoch 41 | 3/20 | 4.04 it/sec | Loss 0.5026 | Reco 0.5026 | Nsdr 1.081
[2024-12-12 13:09:45,358][demucs.solver][INFO] - Valid | Epoch 41 | 4/20 | 4.37 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.079
[2024-12-12 13:09:45,535][demucs.solver][INFO] - Valid | Epoch 41 | 5/20 | 4.55 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.066
[2024-12-12 13:09:45,715][demucs.solver][INFO] - Valid | Epoch 41 | 6/20 | 4.66 it/sec | Loss 0.5283 | Reco 0.5283 | Nsdr 1.053
[2024-12-12 13:09:45,908][demucs.solver][INFO] - Valid | Epoch 41 | 7/20 | 4.72 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.054
[2024-12-12 13:09:46,154][demucs.solver][INFO] - Valid | Epoch 41 | 8/20 | 4.64 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.050
[2024-12-12 13:09:46,368][demucs.solver][INFO] - Valid | Epoch 41 | 9/20 | 4.64 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.051
[2024-12-12 13:09:46,768][demucs.solver][INFO] - Valid | Epoch 41 | 10/20 | 4.31 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.035
[2024-12-12 13:09:46,947][demucs.solver][INFO] - Valid | Epoch 41 | 11/20 | 4.39 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.024
[2024-12-12 13:09:47,128][demucs.solver][INFO] - Valid | Epoch 41 | 12/20 | 4.46 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.003
[2024-12-12 13:09:47,317][demucs.solver][INFO] - Valid | Epoch 41 | 13/20 | 4.51 it/sec | Loss 0.5824 | Reco 0.5824 | Nsdr 0.998
[2024-12-12 13:09:47,482][demucs.solver][INFO] - Valid | Epoch 41 | 14/20 | 4.59 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 0.998
[2024-12-12 13:09:47,672][demucs.solver][INFO] - Valid | Epoch 41 | 15/20 | 4.63 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.000
[2024-12-12 13:09:47,824][demucs.solver][INFO] - Valid | Epoch 41 | 16/20 | 4.71 it/sec | Loss 0.5856 | Reco 0.5856 | Nsdr 1.000
[2024-12-12 13:09:48,012][demucs.solver][INFO] - Valid | Epoch 41 | 17/20 | 4.74 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.007
[2024-12-12 13:09:48,186][demucs.solver][INFO] - Valid | Epoch 41 | 18/20 | 4.78 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.008
[2024-12-12 13:09:48,364][demucs.solver][INFO] - Valid | Epoch 41 | 19/20 | 4.82 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.013
[2024-12-12 13:09:48,707][demucs.solver][INFO] - Valid Summary | Epoch 41 | Loss=0.5552 | Reco=0.5552 | Nsdr=1.013 | Best=0.5517 | Bname=main
[2024-12-12 13:09:50,051][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:09:50,051][demucs.solver][INFO] - Training...
[2024-12-12 13:09:58,672][demucs.solver][INFO] - Train | Epoch 42 | 1/14 | 0.28 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 0.0528
[2024-12-12 13:09:59,326][demucs.solver][INFO] - Train | Epoch 42 | 2/14 | 0.39 it/sec | Loss 0.2216 | Reco 0.2216 | Grad 0.0502
[2024-12-12 13:09:59,977][demucs.solver][INFO] - Train | Epoch 42 | 3/14 | 0.48 it/sec | Loss 0.2282 | Reco 0.2282 | Grad 0.0426
[2024-12-12 13:10:01,204][demucs.solver][INFO] - Train | Epoch 42 | 4/14 | 0.52 it/sec | Loss 0.2247 | Reco 0.2247 | Grad 0.0524
[2024-12-12 13:10:02,416][demucs.solver][INFO] - Train | Epoch 42 | 5/14 | 0.56 it/sec | Loss 0.2325 | Reco 0.2325 | Grad 0.0505
[2024-12-12 13:10:03,543][demucs.solver][INFO] - Train | Epoch 42 | 6/14 | 0.59 it/sec | Loss 0.2314 | Reco 0.2314 | Grad 0.0492
[2024-12-12 13:10:04,188][demucs.solver][INFO] - Train | Epoch 42 | 7/14 | 0.64 it/sec | Loss 0.2287 | Reco 0.2287 | Grad 0.0492
[2024-12-12 13:10:04,821][demucs.solver][INFO] - Train | Epoch 42 | 8/14 | 0.68 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 0.0501
[2024-12-12 13:10:05,455][demucs.solver][INFO] - Train | Epoch 42 | 9/14 | 0.72 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.0555
[2024-12-12 13:10:06,100][demucs.solver][INFO] - Train | Epoch 42 | 10/14 | 0.76 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0562
[2024-12-12 13:10:06,746][demucs.solver][INFO] - Train | Epoch 42 | 11/14 | 0.79 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0557
[2024-12-12 13:10:07,380][demucs.solver][INFO] - Train | Epoch 42 | 12/14 | 0.82 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0540
[2024-12-12 13:10:08,012][demucs.solver][INFO] - Train | Epoch 42 | 13/14 | 0.85 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0537
[2024-12-12 13:10:08,311][demucs.solver][INFO] - Train Summary | Epoch 42 | Loss=0.2473 | Reco=0.2473 | Grad=0.0537
[2024-12-12 13:10:08,312][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:10:08,312][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:10:10,404][demucs.solver][INFO] - Valid | Epoch 42 | 1/20 | 3.30 it/sec | Loss 0.5868 | Reco 0.5868 | Nsdr 1.040
[2024-12-12 13:10:10,596][demucs.solver][INFO] - Valid | Epoch 42 | 2/20 | 3.76 it/sec | Loss 0.4546 | Reco 0.4546 | Nsdr 1.098
[2024-12-12 13:10:10,785][demucs.solver][INFO] - Valid | Epoch 42 | 3/20 | 4.05 it/sec | Loss 0.5014 | Reco 0.5014 | Nsdr 1.104
[2024-12-12 13:10:10,972][demucs.solver][INFO] - Valid | Epoch 42 | 4/20 | 4.26 it/sec | Loss 0.5204 | Reco 0.5204 | Nsdr 1.101
[2024-12-12 13:10:11,173][demucs.solver][INFO] - Valid | Epoch 42 | 5/20 | 4.36 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.087
[2024-12-12 13:10:11,362][demucs.solver][INFO] - Valid | Epoch 42 | 6/20 | 4.47 it/sec | Loss 0.5269 | Reco 0.5269 | Nsdr 1.074
[2024-12-12 13:10:11,522][demucs.solver][INFO] - Valid | Epoch 42 | 7/20 | 4.64 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.076
[2024-12-12 13:10:11,701][demucs.solver][INFO] - Valid | Epoch 42 | 8/20 | 4.73 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.071
[2024-12-12 13:10:11,890][demucs.solver][INFO] - Valid | Epoch 42 | 9/20 | 4.78 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.072
[2024-12-12 13:10:12,075][demucs.solver][INFO] - Valid | Epoch 42 | 10/20 | 4.83 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.056
[2024-12-12 13:10:12,248][demucs.solver][INFO] - Valid | Epoch 42 | 11/20 | 4.90 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.045
[2024-12-12 13:10:12,424][demucs.solver][INFO] - Valid | Epoch 42 | 12/20 | 4.95 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.023
[2024-12-12 13:10:12,586][demucs.solver][INFO] - Valid | Epoch 42 | 13/20 | 5.02 it/sec | Loss 0.5810 | Reco 0.5810 | Nsdr 1.018
[2024-12-12 13:10:12,773][demucs.solver][INFO] - Valid | Epoch 42 | 14/20 | 5.04 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.017
[2024-12-12 13:10:12,959][demucs.solver][INFO] - Valid | Epoch 42 | 15/20 | 5.06 it/sec | Loss 0.5802 | Reco 0.5802 | Nsdr 1.019
[2024-12-12 13:10:13,135][demucs.solver][INFO] - Valid | Epoch 42 | 16/20 | 5.09 it/sec | Loss 0.5842 | Reco 0.5842 | Nsdr 1.019
[2024-12-12 13:10:13,324][demucs.solver][INFO] - Valid | Epoch 42 | 17/20 | 5.10 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.026
[2024-12-12 13:10:13,474][demucs.solver][INFO] - Valid | Epoch 42 | 18/20 | 5.17 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.028
[2024-12-12 13:10:13,648][demucs.solver][INFO] - Valid | Epoch 42 | 19/20 | 5.19 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.032
[2024-12-12 13:10:14,024][demucs.solver][INFO] - Valid Summary | Epoch 42 | Loss=0.5539 | Reco=0.5539 | Nsdr=1.032 | Best=0.5517 | Bname=main
[2024-12-12 13:10:15,367][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:10:15,368][demucs.solver][INFO] - Training...
[2024-12-12 13:10:20,472][demucs.solver][INFO] - Train | Epoch 43 | 1/14 | 0.54 it/sec | Loss 0.2694 | Reco 0.2694 | Grad 0.0611
[2024-12-12 13:10:22,816][demucs.solver][INFO] - Train | Epoch 43 | 2/14 | 0.50 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0687
[2024-12-12 13:10:23,458][demucs.solver][INFO] - Train | Epoch 43 | 3/14 | 0.60 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0663
[2024-12-12 13:10:24,109][demucs.solver][INFO] - Train | Epoch 43 | 4/14 | 0.68 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0662
[2024-12-12 13:10:24,747][demucs.solver][INFO] - Train | Epoch 43 | 5/14 | 0.76 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0664
[2024-12-12 13:10:25,386][demucs.solver][INFO] - Train | Epoch 43 | 6/14 | 0.82 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.0693
[2024-12-12 13:10:26,015][demucs.solver][INFO] - Train | Epoch 43 | 7/14 | 0.87 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.0680
[2024-12-12 13:10:26,644][demucs.solver][INFO] - Train | Epoch 43 | 8/14 | 0.91 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.0628
[2024-12-12 13:10:27,272][demucs.solver][INFO] - Train | Epoch 43 | 9/14 | 0.96 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0614
[2024-12-12 13:10:27,899][demucs.solver][INFO] - Train | Epoch 43 | 10/14 | 0.99 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0719
[2024-12-12 13:10:28,527][demucs.solver][INFO] - Train | Epoch 43 | 11/14 | 1.02 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0708
[2024-12-12 13:10:29,159][demucs.solver][INFO] - Train | Epoch 43 | 12/14 | 1.05 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0719
[2024-12-12 13:10:29,788][demucs.solver][INFO] - Train | Epoch 43 | 13/14 | 1.08 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.0729
[2024-12-12 13:10:30,091][demucs.solver][INFO] - Train Summary | Epoch 43 | Loss=0.2534 | Reco=0.2534 | Grad=0.0729
[2024-12-12 13:10:30,092][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:10:30,092][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:10:32,599][demucs.solver][INFO] - Valid | Epoch 43 | 1/20 | 2.46 it/sec | Loss 0.5864 | Reco 0.5864 | Nsdr 1.048
[2024-12-12 13:10:32,780][demucs.solver][INFO] - Valid | Epoch 43 | 2/20 | 3.02 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 1.107
[2024-12-12 13:10:32,941][demucs.solver][INFO] - Valid | Epoch 43 | 3/20 | 3.46 it/sec | Loss 0.5009 | Reco 0.5009 | Nsdr 1.114
[2024-12-12 13:10:33,123][demucs.solver][INFO] - Valid | Epoch 43 | 4/20 | 3.74 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.111
[2024-12-12 13:10:33,282][demucs.solver][INFO] - Valid | Epoch 43 | 5/20 | 4.01 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.096
[2024-12-12 13:10:33,460][demucs.solver][INFO] - Valid | Epoch 43 | 6/20 | 4.18 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.082
[2024-12-12 13:10:33,626][demucs.solver][INFO] - Valid | Epoch 43 | 7/20 | 4.35 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.084
[2024-12-12 13:10:33,791][demucs.solver][INFO] - Valid | Epoch 43 | 8/20 | 4.49 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.079
[2024-12-12 13:10:33,956][demucs.solver][INFO] - Valid | Epoch 43 | 9/20 | 4.61 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.079
[2024-12-12 13:10:34,120][demucs.solver][INFO] - Valid | Epoch 43 | 10/20 | 4.71 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.063
[2024-12-12 13:10:34,270][demucs.solver][INFO] - Valid | Epoch 43 | 11/20 | 4.83 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.052
[2024-12-12 13:10:34,456][demucs.solver][INFO] - Valid | Epoch 43 | 12/20 | 4.87 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.030
[2024-12-12 13:10:34,610][demucs.solver][INFO] - Valid | Epoch 43 | 13/20 | 4.96 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.025
[2024-12-12 13:10:34,778][demucs.solver][INFO] - Valid | Epoch 43 | 14/20 | 5.01 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.024
[2024-12-12 13:10:34,953][demucs.solver][INFO] - Valid | Epoch 43 | 15/20 | 5.05 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.026
[2024-12-12 13:10:35,128][demucs.solver][INFO] - Valid | Epoch 43 | 16/20 | 5.09 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.026
[2024-12-12 13:10:35,319][demucs.solver][INFO] - Valid | Epoch 43 | 17/20 | 5.09 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.033
[2024-12-12 13:10:35,495][demucs.solver][INFO] - Valid | Epoch 43 | 18/20 | 5.12 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.035
[2024-12-12 13:10:35,676][demucs.solver][INFO] - Valid | Epoch 43 | 19/20 | 5.14 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.040
[2024-12-12 13:10:36,043][demucs.solver][INFO] - Valid Summary | Epoch 43 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.040 | Best=0.5517 | Bname=main
[2024-12-12 13:10:37,363][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:10:37,363][demucs.solver][INFO] - Training...
[2024-12-12 13:10:46,621][demucs.solver][INFO] - Train | Epoch 44 | 1/14 | 0.26 it/sec | Loss 0.2685 | Reco 0.2685 | Grad 0.0420
[2024-12-12 13:10:47,282][demucs.solver][INFO] - Train | Epoch 44 | 2/14 | 0.36 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0363
[2024-12-12 13:10:49,265][demucs.solver][INFO] - Train | Epoch 44 | 3/14 | 0.39 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0303
[2024-12-12 13:10:49,900][demucs.solver][INFO] - Train | Epoch 44 | 4/14 | 0.46 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0267
[2024-12-12 13:10:50,537][demucs.solver][INFO] - Train | Epoch 44 | 5/14 | 0.52 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0324
[2024-12-12 13:10:51,178][demucs.solver][INFO] - Train | Epoch 44 | 6/14 | 0.57 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0353
[2024-12-12 13:10:51,817][demucs.solver][INFO] - Train | Epoch 44 | 7/14 | 0.62 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0472
[2024-12-12 13:10:52,451][demucs.solver][INFO] - Train | Epoch 44 | 8/14 | 0.66 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0446
[2024-12-12 13:10:53,086][demucs.solver][INFO] - Train | Epoch 44 | 9/14 | 0.71 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0496
[2024-12-12 13:10:53,720][demucs.solver][INFO] - Train | Epoch 44 | 10/14 | 0.74 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0485
[2024-12-12 13:10:54,351][demucs.solver][INFO] - Train | Epoch 44 | 11/14 | 0.78 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0500
[2024-12-12 13:10:54,983][demucs.solver][INFO] - Train | Epoch 44 | 12/14 | 0.81 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0536
[2024-12-12 13:10:55,612][demucs.solver][INFO] - Train | Epoch 44 | 13/14 | 0.84 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0527
[2024-12-12 13:10:55,941][demucs.solver][INFO] - Train Summary | Epoch 44 | Loss=0.2538 | Reco=0.2538 | Grad=0.0527
[2024-12-12 13:10:55,941][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:10:55,941][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:10:58,114][demucs.solver][INFO] - Valid | Epoch 44 | 1/20 | 3.63 it/sec | Loss 0.5863 | Reco 0.5863 | Nsdr 1.047
[2024-12-12 13:10:58,283][demucs.solver][INFO] - Valid | Epoch 44 | 2/20 | 4.17 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 1.105
[2024-12-12 13:10:58,459][demucs.solver][INFO] - Valid | Epoch 44 | 3/20 | 4.47 it/sec | Loss 0.5009 | Reco 0.5009 | Nsdr 1.112
[2024-12-12 13:10:58,651][demucs.solver][INFO] - Valid | Epoch 44 | 4/20 | 4.60 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.109
[2024-12-12 13:10:58,839][demucs.solver][INFO] - Valid | Epoch 44 | 5/20 | 4.70 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.095
[2024-12-12 13:10:59,029][demucs.solver][INFO] - Valid | Epoch 44 | 6/20 | 4.78 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.081
[2024-12-12 13:10:59,191][demucs.solver][INFO] - Valid | Epoch 44 | 7/20 | 4.92 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.083
[2024-12-12 13:10:59,376][demucs.solver][INFO] - Valid | Epoch 44 | 8/20 | 4.97 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.079
[2024-12-12 13:10:59,566][demucs.solver][INFO] - Valid | Epoch 44 | 9/20 | 4.99 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.079
[2024-12-12 13:10:59,743][demucs.solver][INFO] - Valid | Epoch 44 | 10/20 | 5.05 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.063
[2024-12-12 13:10:59,918][demucs.solver][INFO] - Valid | Epoch 44 | 11/20 | 5.10 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.052
[2024-12-12 13:11:00,102][demucs.solver][INFO] - Valid | Epoch 44 | 12/20 | 5.12 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.030
[2024-12-12 13:11:00,289][demucs.solver][INFO] - Valid | Epoch 44 | 13/20 | 5.14 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.025
[2024-12-12 13:11:00,455][demucs.solver][INFO] - Valid | Epoch 44 | 14/20 | 5.19 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.025
[2024-12-12 13:11:00,640][demucs.solver][INFO] - Valid | Epoch 44 | 15/20 | 5.20 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.027
[2024-12-12 13:11:00,828][demucs.solver][INFO] - Valid | Epoch 44 | 16/20 | 5.21 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.027
[2024-12-12 13:11:00,991][demucs.solver][INFO] - Valid | Epoch 44 | 17/20 | 5.25 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.034
[2024-12-12 13:11:01,166][demucs.solver][INFO] - Valid | Epoch 44 | 18/20 | 5.27 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.035
[2024-12-12 13:11:01,329][demucs.solver][INFO] - Valid | Epoch 44 | 19/20 | 5.31 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.040
[2024-12-12 13:11:01,668][demucs.solver][INFO] - Valid Summary | Epoch 44 | Loss=0.5533 | Reco=0.5533 | Nsdr=1.040 | Best=0.5517 | Bname=main
[2024-12-12 13:11:03,016][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:11:03,016][demucs.solver][INFO] - Training...
[2024-12-12 13:11:11,027][demucs.solver][INFO] - Train | Epoch 45 | 1/14 | 0.31 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0355
[2024-12-12 13:11:11,677][demucs.solver][INFO] - Train | Epoch 45 | 2/14 | 0.42 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0414
[2024-12-12 13:11:12,325][demucs.solver][INFO] - Train | Epoch 45 | 3/14 | 0.52 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0391
[2024-12-12 13:11:12,954][demucs.solver][INFO] - Train | Epoch 45 | 4/14 | 0.60 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0437
[2024-12-12 13:11:13,585][demucs.solver][INFO] - Train | Epoch 45 | 5/14 | 0.67 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 0.0411
[2024-12-12 13:11:14,212][demucs.solver][INFO] - Train | Epoch 45 | 6/14 | 0.73 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0406
[2024-12-12 13:11:14,839][demucs.solver][INFO] - Train | Epoch 45 | 7/14 | 0.78 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0491
[2024-12-12 13:11:15,469][demucs.solver][INFO] - Train | Epoch 45 | 8/14 | 0.83 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.0521
[2024-12-12 13:11:16,098][demucs.solver][INFO] - Train | Epoch 45 | 9/14 | 0.87 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 0.0525
[2024-12-12 13:11:16,725][demucs.solver][INFO] - Train | Epoch 45 | 10/14 | 0.91 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 0.0530
[2024-12-12 13:11:17,351][demucs.solver][INFO] - Train | Epoch 45 | 11/14 | 0.94 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 0.0507
[2024-12-12 13:11:17,977][demucs.solver][INFO] - Train | Epoch 45 | 12/14 | 0.97 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.0494
[2024-12-12 13:11:18,603][demucs.solver][INFO] - Train | Epoch 45 | 13/14 | 1.00 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0488
[2024-12-12 13:11:18,900][demucs.solver][INFO] - Train Summary | Epoch 45 | Loss=0.2457 | Reco=0.2457 | Grad=0.0488
[2024-12-12 13:11:18,900][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:11:18,901][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:11:21,322][demucs.solver][INFO] - Valid | Epoch 45 | 1/20 | 2.29 it/sec | Loss 0.5874 | Reco 0.5874 | Nsdr 1.032
[2024-12-12 13:11:21,597][demucs.solver][INFO] - Valid | Epoch 45 | 2/20 | 2.61 it/sec | Loss 0.4550 | Reco 0.4550 | Nsdr 1.087
[2024-12-12 13:11:22,282][demucs.solver][INFO] - Valid | Epoch 45 | 3/20 | 2.18 it/sec | Loss 0.5019 | Reco 0.5019 | Nsdr 1.094
[2024-12-12 13:11:22,908][demucs.solver][INFO] - Valid | Epoch 45 | 4/20 | 2.03 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.092
[2024-12-12 13:11:23,308][demucs.solver][INFO] - Valid | Epoch 45 | 5/20 | 2.10 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.077
[2024-12-12 13:11:23,649][demucs.solver][INFO] - Valid | Epoch 45 | 6/20 | 2.19 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.065
[2024-12-12 13:11:24,061][demucs.solver][INFO] - Valid | Epoch 45 | 7/20 | 2.21 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.067
[2024-12-12 13:11:24,506][demucs.solver][INFO] - Valid | Epoch 45 | 8/20 | 2.22 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.062
[2024-12-12 13:11:24,926][demucs.solver][INFO] - Valid | Epoch 45 | 9/20 | 2.23 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.063
[2024-12-12 13:11:25,171][demucs.solver][INFO] - Valid | Epoch 45 | 10/20 | 2.33 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.047
[2024-12-12 13:11:25,540][demucs.solver][INFO] - Valid | Epoch 45 | 11/20 | 2.36 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.036
[2024-12-12 13:11:25,947][demucs.solver][INFO] - Valid | Epoch 45 | 12/20 | 2.36 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.015
[2024-12-12 13:11:26,374][demucs.solver][INFO] - Valid | Epoch 45 | 13/20 | 2.36 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.009
[2024-12-12 13:11:26,622][demucs.solver][INFO] - Valid | Epoch 45 | 14/20 | 2.43 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.009
[2024-12-12 13:11:27,038][demucs.solver][INFO] - Valid | Epoch 45 | 15/20 | 2.43 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.011
[2024-12-12 13:11:27,420][demucs.solver][INFO] - Valid | Epoch 45 | 16/20 | 2.44 it/sec | Loss 0.5848 | Reco 0.5848 | Nsdr 1.011
[2024-12-12 13:11:27,837][demucs.solver][INFO] - Valid | Epoch 45 | 17/20 | 2.44 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.018
[2024-12-12 13:11:28,134][demucs.solver][INFO] - Valid | Epoch 45 | 18/20 | 2.47 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.019
[2024-12-12 13:11:28,374][demucs.solver][INFO] - Valid | Epoch 45 | 19/20 | 2.52 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.024
[2024-12-12 13:11:28,811][demucs.solver][INFO] - Valid Summary | Epoch 45 | Loss=0.5545 | Reco=0.5545 | Nsdr=1.024 | Best=0.5517 | Bname=main
[2024-12-12 13:11:30,420][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:11:30,421][demucs.solver][INFO] - Training...
[2024-12-12 13:11:38,353][demucs.solver][INFO] - Train | Epoch 46 | 1/14 | 0.31 it/sec | Loss 0.2877 | Reco 0.2877 | Grad 0.0547
[2024-12-12 13:11:39,157][demucs.solver][INFO] - Train | Epoch 46 | 2/14 | 0.41 it/sec | Loss 0.2839 | Reco 0.2839 | Grad 0.0686
[2024-12-12 13:11:40,743][demucs.solver][INFO] - Train | Epoch 46 | 3/14 | 0.45 it/sec | Loss 0.2826 | Reco 0.2826 | Grad 0.0711
[2024-12-12 13:11:41,374][demucs.solver][INFO] - Train | Epoch 46 | 4/14 | 0.52 it/sec | Loss 0.2790 | Reco 0.2790 | Grad 0.0649
[2024-12-12 13:11:42,009][demucs.solver][INFO] - Train | Epoch 46 | 5/14 | 0.59 it/sec | Loss 0.2697 | Reco 0.2697 | Grad 0.0782
[2024-12-12 13:11:42,642][demucs.solver][INFO] - Train | Epoch 46 | 6/14 | 0.65 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.0739
[2024-12-12 13:11:43,279][demucs.solver][INFO] - Train | Epoch 46 | 7/14 | 0.70 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0681
[2024-12-12 13:11:43,915][demucs.solver][INFO] - Train | Epoch 46 | 8/14 | 0.74 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0656
[2024-12-12 13:11:44,553][demucs.solver][INFO] - Train | Epoch 46 | 9/14 | 0.79 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0633
[2024-12-12 13:11:45,189][demucs.solver][INFO] - Train | Epoch 46 | 10/14 | 0.82 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0704
[2024-12-12 13:11:45,824][demucs.solver][INFO] - Train | Epoch 46 | 11/14 | 0.86 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0674
[2024-12-12 13:11:46,461][demucs.solver][INFO] - Train | Epoch 46 | 12/14 | 0.89 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.0671
[2024-12-12 13:11:47,087][demucs.solver][INFO] - Train | Epoch 46 | 13/14 | 0.92 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0685
[2024-12-12 13:11:47,411][demucs.solver][INFO] - Train Summary | Epoch 46 | Loss=0.2521 | Reco=0.2521 | Grad=0.0685
[2024-12-12 13:11:47,412][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:11:47,412][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:11:50,319][demucs.solver][INFO] - Valid | Epoch 46 | 1/20 | 1.40 it/sec | Loss 0.5851 | Reco 0.5851 | Nsdr 1.065
[2024-12-12 13:11:50,695][demucs.solver][INFO] - Valid | Epoch 46 | 2/20 | 1.67 it/sec | Loss 0.4532 | Reco 0.4532 | Nsdr 1.124
[2024-12-12 13:11:51,097][demucs.solver][INFO] - Valid | Epoch 46 | 3/20 | 1.82 it/sec | Loss 0.5000 | Reco 0.5000 | Nsdr 1.129
[2024-12-12 13:11:51,374][demucs.solver][INFO] - Valid | Epoch 46 | 4/20 | 2.02 it/sec | Loss 0.5189 | Reco 0.5189 | Nsdr 1.126
[2024-12-12 13:11:51,608][demucs.solver][INFO] - Valid | Epoch 46 | 5/20 | 2.21 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.111
[2024-12-12 13:11:52,007][demucs.solver][INFO] - Valid | Epoch 46 | 6/20 | 2.25 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.098
[2024-12-12 13:11:52,208][demucs.solver][INFO] - Valid | Epoch 46 | 7/20 | 2.41 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.100
[2024-12-12 13:11:52,460][demucs.solver][INFO] - Valid | Epoch 46 | 8/20 | 2.52 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.096
[2024-12-12 13:11:52,628][demucs.solver][INFO] - Valid | Epoch 46 | 9/20 | 2.68 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.096
[2024-12-12 13:11:52,823][demucs.solver][INFO] - Valid | Epoch 46 | 10/20 | 2.80 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.079
[2024-12-12 13:11:52,973][demucs.solver][INFO] - Valid | Epoch 46 | 11/20 | 2.94 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.068
[2024-12-12 13:11:53,164][demucs.solver][INFO] - Valid | Epoch 46 | 12/20 | 3.04 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.046
[2024-12-12 13:11:53,341][demucs.solver][INFO] - Valid | Epoch 46 | 13/20 | 3.15 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.041
[2024-12-12 13:11:53,527][demucs.solver][INFO] - Valid | Epoch 46 | 14/20 | 3.24 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.040
[2024-12-12 13:11:53,708][demucs.solver][INFO] - Valid | Epoch 46 | 15/20 | 3.32 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.042
[2024-12-12 13:11:53,886][demucs.solver][INFO] - Valid | Epoch 46 | 16/20 | 3.40 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 1.042
[2024-12-12 13:11:54,064][demucs.solver][INFO] - Valid | Epoch 46 | 17/20 | 3.48 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.049
[2024-12-12 13:11:54,239][demucs.solver][INFO] - Valid | Epoch 46 | 18/20 | 3.55 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.051
[2024-12-12 13:11:54,416][demucs.solver][INFO] - Valid | Epoch 46 | 19/20 | 3.62 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.055
[2024-12-12 13:11:54,744][demucs.solver][INFO] - Valid Summary | Epoch 46 | Loss=0.5523 | Reco=0.5523 | Nsdr=1.055 | Best=0.5517 | Bname=main
[2024-12-12 13:11:56,129][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:11:56,129][demucs.solver][INFO] - Training...
[2024-12-12 13:12:03,445][demucs.solver][INFO] - Train | Epoch 47 | 1/14 | 0.34 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.0498
[2024-12-12 13:12:05,278][demucs.solver][INFO] - Train | Epoch 47 | 2/14 | 0.39 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 0.0682
[2024-12-12 13:12:06,488][demucs.solver][INFO] - Train | Epoch 47 | 3/14 | 0.45 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0636
[2024-12-12 13:12:07,228][demucs.solver][INFO] - Train | Epoch 47 | 4/14 | 0.52 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.0650
[2024-12-12 13:12:07,928][demucs.solver][INFO] - Train | Epoch 47 | 5/14 | 0.58 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0612
[2024-12-12 13:12:08,557][demucs.solver][INFO] - Train | Epoch 47 | 6/14 | 0.64 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0660
[2024-12-12 13:12:09,184][demucs.solver][INFO] - Train | Epoch 47 | 7/14 | 0.69 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0645
[2024-12-12 13:12:09,809][demucs.solver][INFO] - Train | Epoch 47 | 8/14 | 0.74 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.0605
[2024-12-12 13:12:10,436][demucs.solver][INFO] - Train | Epoch 47 | 9/14 | 0.78 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.0625
[2024-12-12 13:12:11,061][demucs.solver][INFO] - Train | Epoch 47 | 10/14 | 0.82 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0674
[2024-12-12 13:12:11,686][demucs.solver][INFO] - Train | Epoch 47 | 11/14 | 0.85 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0683
[2024-12-12 13:12:12,312][demucs.solver][INFO] - Train | Epoch 47 | 12/14 | 0.89 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0672
[2024-12-12 13:12:12,939][demucs.solver][INFO] - Train | Epoch 47 | 13/14 | 0.91 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.0636
[2024-12-12 13:12:13,245][demucs.solver][INFO] - Train Summary | Epoch 47 | Loss=0.2500 | Reco=0.2500 | Grad=0.0636
[2024-12-12 13:12:13,246][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:12:13,246][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:12:15,161][demucs.solver][INFO] - Valid | Epoch 47 | 1/20 | 3.96 it/sec | Loss 0.5848 | Reco 0.5848 | Nsdr 1.068
[2024-12-12 13:12:15,358][demucs.solver][INFO] - Valid | Epoch 47 | 2/20 | 4.28 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.129
[2024-12-12 13:12:15,542][demucs.solver][INFO] - Valid | Epoch 47 | 3/20 | 4.52 it/sec | Loss 0.4995 | Reco 0.4995 | Nsdr 1.134
[2024-12-12 13:12:15,733][demucs.solver][INFO] - Valid | Epoch 47 | 4/20 | 4.65 it/sec | Loss 0.5185 | Reco 0.5185 | Nsdr 1.131
[2024-12-12 13:12:15,911][demucs.solver][INFO] - Valid | Epoch 47 | 5/20 | 4.78 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.117
[2024-12-12 13:12:16,102][demucs.solver][INFO] - Valid | Epoch 47 | 6/20 | 4.84 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.103
[2024-12-12 13:12:16,280][demucs.solver][INFO] - Valid | Epoch 47 | 7/20 | 4.93 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.105
[2024-12-12 13:12:16,446][demucs.solver][INFO] - Valid | Epoch 47 | 8/20 | 5.03 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.100
[2024-12-12 13:12:16,640][demucs.solver][INFO] - Valid | Epoch 47 | 9/20 | 5.04 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.100
[2024-12-12 13:12:16,807][demucs.solver][INFO] - Valid | Epoch 47 | 10/20 | 5.12 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.084
[2024-12-12 13:12:16,973][demucs.solver][INFO] - Valid | Epoch 47 | 11/20 | 5.18 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.073
[2024-12-12 13:12:17,151][demucs.solver][INFO] - Valid | Epoch 47 | 12/20 | 5.21 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.050
[2024-12-12 13:12:17,355][demucs.solver][INFO] - Valid | Epoch 47 | 13/20 | 5.19 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 1.045
[2024-12-12 13:12:17,531][demucs.solver][INFO] - Valid | Epoch 47 | 14/20 | 5.22 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.044
[2024-12-12 13:12:17,697][demucs.solver][INFO] - Valid | Epoch 47 | 15/20 | 5.26 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.046
[2024-12-12 13:12:17,864][demucs.solver][INFO] - Valid | Epoch 47 | 16/20 | 5.30 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.047
[2024-12-12 13:12:18,054][demucs.solver][INFO] - Valid | Epoch 47 | 17/20 | 5.30 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.054
[2024-12-12 13:12:18,222][demucs.solver][INFO] - Valid | Epoch 47 | 18/20 | 5.33 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.055
[2024-12-12 13:12:18,400][demucs.solver][INFO] - Valid | Epoch 47 | 19/20 | 5.34 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.060
[2024-12-12 13:12:18,744][demucs.solver][INFO] - Valid Summary | Epoch 47 | Loss=0.5519 | Reco=0.5519 | Nsdr=1.060 | Best=0.5517 | Bname=main
[2024-12-12 13:12:20,146][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:12:20,146][demucs.solver][INFO] - Training...
[2024-12-12 13:12:29,901][demucs.solver][INFO] - Train | Epoch 48 | 1/14 | 0.25 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0956
[2024-12-12 13:12:30,547][demucs.solver][INFO] - Train | Epoch 48 | 2/14 | 0.34 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.0757
[2024-12-12 13:12:31,269][demucs.solver][INFO] - Train | Epoch 48 | 3/14 | 0.42 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0708
[2024-12-12 13:12:31,912][demucs.solver][INFO] - Train | Epoch 48 | 4/14 | 0.49 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 0.0606
[2024-12-12 13:12:32,550][demucs.solver][INFO] - Train | Epoch 48 | 5/14 | 0.56 it/sec | Loss 0.2640 | Reco 0.2640 | Grad 0.0592
[2024-12-12 13:12:33,197][demucs.solver][INFO] - Train | Epoch 48 | 6/14 | 0.61 it/sec | Loss 0.2632 | Reco 0.2632 | Grad 0.0537
[2024-12-12 13:12:33,830][demucs.solver][INFO] - Train | Epoch 48 | 7/14 | 0.67 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 0.0535
[2024-12-12 13:12:34,461][demucs.solver][INFO] - Train | Epoch 48 | 8/14 | 0.71 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0521
[2024-12-12 13:12:35,086][demucs.solver][INFO] - Train | Epoch 48 | 9/14 | 0.75 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0493
[2024-12-12 13:12:35,717][demucs.solver][INFO] - Train | Epoch 48 | 10/14 | 0.79 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0505
[2024-12-12 13:12:36,348][demucs.solver][INFO] - Train | Epoch 48 | 11/14 | 0.83 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0474
[2024-12-12 13:12:36,976][demucs.solver][INFO] - Train | Epoch 48 | 12/14 | 0.86 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 0.0484
[2024-12-12 13:12:37,605][demucs.solver][INFO] - Train | Epoch 48 | 13/14 | 0.89 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.0485
[2024-12-12 13:12:37,930][demucs.solver][INFO] - Train Summary | Epoch 48 | Loss=0.2578 | Reco=0.2578 | Grad=0.0485
[2024-12-12 13:12:37,931][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:12:37,931][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:12:39,964][demucs.solver][INFO] - Valid | Epoch 48 | 1/20 | 3.60 it/sec | Loss 0.5853 | Reco 0.5853 | Nsdr 1.061
[2024-12-12 13:12:40,155][demucs.solver][INFO] - Valid | Epoch 48 | 2/20 | 4.02 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.118
[2024-12-12 13:12:40,470][demucs.solver][INFO] - Valid | Epoch 48 | 3/20 | 3.77 it/sec | Loss 0.5001 | Reco 0.5001 | Nsdr 1.122
[2024-12-12 13:12:40,796][demucs.solver][INFO] - Valid | Epoch 48 | 4/20 | 3.61 it/sec | Loss 0.5190 | Reco 0.5190 | Nsdr 1.120
[2024-12-12 13:12:41,085][demucs.solver][INFO] - Valid | Epoch 48 | 5/20 | 3.58 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.106
[2024-12-12 13:12:41,418][demucs.solver][INFO] - Valid | Epoch 48 | 6/20 | 3.49 it/sec | Loss 0.5255 | Reco 0.5255 | Nsdr 1.093
[2024-12-12 13:12:41,728][demucs.solver][INFO] - Valid | Epoch 48 | 7/20 | 3.45 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.095
[2024-12-12 13:12:41,943][demucs.solver][INFO] - Valid | Epoch 48 | 8/20 | 3.55 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.090
[2024-12-12 13:12:42,257][demucs.solver][INFO] - Valid | Epoch 48 | 9/20 | 3.51 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.091
[2024-12-12 13:12:42,434][demucs.solver][INFO] - Valid | Epoch 48 | 10/20 | 3.64 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.075
[2024-12-12 13:12:42,609][demucs.solver][INFO] - Valid | Epoch 48 | 11/20 | 3.75 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.064
[2024-12-12 13:12:42,786][demucs.solver][INFO] - Valid | Epoch 48 | 12/20 | 3.85 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.042
[2024-12-12 13:12:42,976][demucs.solver][INFO] - Valid | Epoch 48 | 13/20 | 3.93 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.037
[2024-12-12 13:12:43,127][demucs.solver][INFO] - Valid | Epoch 48 | 14/20 | 4.03 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.036
[2024-12-12 13:12:43,316][demucs.solver][INFO] - Valid | Epoch 48 | 15/20 | 4.10 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.038
[2024-12-12 13:12:43,491][demucs.solver][INFO] - Valid | Epoch 48 | 16/20 | 4.17 it/sec | Loss 0.5827 | Reco 0.5827 | Nsdr 1.038
[2024-12-12 13:12:43,667][demucs.solver][INFO] - Valid | Epoch 48 | 17/20 | 4.23 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.045
[2024-12-12 13:12:43,865][demucs.solver][INFO] - Valid | Epoch 48 | 18/20 | 4.26 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.047
[2024-12-12 13:12:44,022][demucs.solver][INFO] - Valid | Epoch 48 | 19/20 | 4.34 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.051
[2024-12-12 13:12:44,369][demucs.solver][INFO] - Valid Summary | Epoch 48 | Loss=0.5525 | Reco=0.5525 | Nsdr=1.051 | Best=0.5517 | Bname=main
[2024-12-12 13:12:45,685][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:12:45,685][demucs.solver][INFO] - Training...
[2024-12-12 13:12:50,937][demucs.solver][INFO] - Train | Epoch 49 | 1/14 | 0.55 it/sec | Loss 0.2677 | Reco 0.2677 | Grad 0.0524
[2024-12-12 13:12:53,324][demucs.solver][INFO] - Train | Epoch 49 | 2/14 | 0.50 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.0441
[2024-12-12 13:12:53,969][demucs.solver][INFO] - Train | Epoch 49 | 3/14 | 0.60 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0460
[2024-12-12 13:12:54,620][demucs.solver][INFO] - Train | Epoch 49 | 4/14 | 0.68 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.0409
[2024-12-12 13:12:55,261][demucs.solver][INFO] - Train | Epoch 49 | 5/14 | 0.75 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.0489
[2024-12-12 13:12:55,898][demucs.solver][INFO] - Train | Epoch 49 | 6/14 | 0.81 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0479
[2024-12-12 13:12:56,532][demucs.solver][INFO] - Train | Epoch 49 | 7/14 | 0.86 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.0474
[2024-12-12 13:12:57,168][demucs.solver][INFO] - Train | Epoch 49 | 8/14 | 0.91 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0486
[2024-12-12 13:12:57,807][demucs.solver][INFO] - Train | Epoch 49 | 9/14 | 0.95 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0494
[2024-12-12 13:12:58,470][demucs.solver][INFO] - Train | Epoch 49 | 10/14 | 0.98 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0470
[2024-12-12 13:12:59,234][demucs.solver][INFO] - Train | Epoch 49 | 11/14 | 1.00 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0462
[2024-12-12 13:12:59,870][demucs.solver][INFO] - Train | Epoch 49 | 12/14 | 1.03 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.0473
[2024-12-12 13:13:00,501][demucs.solver][INFO] - Train | Epoch 49 | 13/14 | 1.06 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0461
[2024-12-12 13:13:00,820][demucs.solver][INFO] - Train Summary | Epoch 49 | Loss=0.2449 | Reco=0.2449 | Grad=0.0461
[2024-12-12 13:13:00,821][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:13:00,821][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:13:03,019][demucs.solver][INFO] - Valid | Epoch 49 | 1/20 | 3.68 it/sec | Loss 0.5853 | Reco 0.5853 | Nsdr 1.061
[2024-12-12 13:13:03,201][demucs.solver][INFO] - Valid | Epoch 49 | 2/20 | 4.13 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.118
[2024-12-12 13:13:03,394][demucs.solver][INFO] - Valid | Epoch 49 | 3/20 | 4.35 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.124
[2024-12-12 13:13:03,548][demucs.solver][INFO] - Valid | Epoch 49 | 4/20 | 4.66 it/sec | Loss 0.5189 | Reco 0.5189 | Nsdr 1.122
[2024-12-12 13:13:03,740][demucs.solver][INFO] - Valid | Epoch 49 | 5/20 | 4.74 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.109
[2024-12-12 13:13:03,919][demucs.solver][INFO] - Valid | Epoch 49 | 6/20 | 4.85 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.095
[2024-12-12 13:13:04,110][demucs.solver][INFO] - Valid | Epoch 49 | 7/20 | 4.89 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.097
[2024-12-12 13:13:04,287][demucs.solver][INFO] - Valid | Epoch 49 | 8/20 | 4.97 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.093
[2024-12-12 13:13:04,478][demucs.solver][INFO] - Valid | Epoch 49 | 9/20 | 4.99 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.093
[2024-12-12 13:13:04,671][demucs.solver][INFO] - Valid | Epoch 49 | 10/20 | 5.01 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.077
[2024-12-12 13:13:04,837][demucs.solver][INFO] - Valid | Epoch 49 | 11/20 | 5.08 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.066
[2024-12-12 13:13:05,030][demucs.solver][INFO] - Valid | Epoch 49 | 12/20 | 5.09 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.044
[2024-12-12 13:13:05,184][demucs.solver][INFO] - Valid | Epoch 49 | 13/20 | 5.17 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.039
[2024-12-12 13:13:05,363][demucs.solver][INFO] - Valid | Epoch 49 | 14/20 | 5.19 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.038
[2024-12-12 13:13:05,529][demucs.solver][INFO] - Valid | Epoch 49 | 15/20 | 5.24 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.040
[2024-12-12 13:13:05,721][demucs.solver][INFO] - Valid | Epoch 49 | 16/20 | 5.24 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.040
[2024-12-12 13:13:05,873][demucs.solver][INFO] - Valid | Epoch 49 | 17/20 | 5.30 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.047
[2024-12-12 13:13:06,032][demucs.solver][INFO] - Valid | Epoch 49 | 18/20 | 5.34 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.049
[2024-12-12 13:13:06,226][demucs.solver][INFO] - Valid | Epoch 49 | 19/20 | 5.33 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.053
[2024-12-12 13:13:06,599][demucs.solver][INFO] - Valid Summary | Epoch 49 | Loss=0.5523 | Reco=0.5523 | Nsdr=1.053 | Best=0.5517 | Bname=main
[2024-12-12 13:13:08,043][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:13:08,044][demucs.solver][INFO] - Training...
[2024-12-12 13:13:15,756][demucs.solver][INFO] - Train | Epoch 50 | 1/14 | 0.33 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0833
[2024-12-12 13:13:16,400][demucs.solver][INFO] - Train | Epoch 50 | 2/14 | 0.44 it/sec | Loss 0.2679 | Reco 0.2679 | Grad 0.0681
[2024-12-12 13:13:17,049][demucs.solver][INFO] - Train | Epoch 50 | 3/14 | 0.54 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0600
[2024-12-12 13:13:17,693][demucs.solver][INFO] - Train | Epoch 50 | 4/14 | 0.62 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0603
[2024-12-12 13:13:18,550][demucs.solver][INFO] - Train | Epoch 50 | 5/14 | 0.67 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0637
[2024-12-12 13:13:19,249][demucs.solver][INFO] - Train | Epoch 50 | 6/14 | 0.73 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0592
[2024-12-12 13:13:19,953][demucs.solver][INFO] - Train | Epoch 50 | 7/14 | 0.78 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0611
[2024-12-12 13:13:20,603][demucs.solver][INFO] - Train | Epoch 50 | 8/14 | 0.82 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0563
[2024-12-12 13:13:21,254][demucs.solver][INFO] - Train | Epoch 50 | 9/14 | 0.86 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0598
[2024-12-12 13:13:21,882][demucs.solver][INFO] - Train | Epoch 50 | 10/14 | 0.90 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0575
[2024-12-12 13:13:22,544][demucs.solver][INFO] - Train | Epoch 50 | 11/14 | 0.93 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0667
[2024-12-12 13:13:23,179][demucs.solver][INFO] - Train | Epoch 50 | 12/14 | 0.96 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0661
[2024-12-12 13:13:23,807][demucs.solver][INFO] - Train | Epoch 50 | 13/14 | 0.99 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0665
[2024-12-12 13:13:24,108][demucs.solver][INFO] - Train Summary | Epoch 50 | Loss=0.2497 | Reco=0.2497 | Grad=0.0665
[2024-12-12 13:13:24,109][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:13:24,109][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:13:26,535][demucs.solver][INFO] - Valid | Epoch 50 | 1/20 | 2.40 it/sec | Loss 0.5871 | Reco 0.5871 | Nsdr 1.034
[2024-12-12 13:13:26,828][demucs.solver][INFO] - Valid | Epoch 50 | 2/20 | 2.67 it/sec | Loss 0.4547 | Reco 0.4547 | Nsdr 1.088
[2024-12-12 13:13:27,022][demucs.solver][INFO] - Valid | Epoch 50 | 3/20 | 3.03 it/sec | Loss 0.5015 | Reco 0.5015 | Nsdr 1.095
[2024-12-12 13:13:27,431][demucs.solver][INFO] - Valid | Epoch 50 | 4/20 | 2.89 it/sec | Loss 0.5205 | Reco 0.5205 | Nsdr 1.093
[2024-12-12 13:13:27,680][demucs.solver][INFO] - Valid | Epoch 50 | 5/20 | 3.04 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.080
[2024-12-12 13:13:28,026][demucs.solver][INFO] - Valid | Epoch 50 | 6/20 | 3.01 it/sec | Loss 0.5271 | Reco 0.5271 | Nsdr 1.067
[2024-12-12 13:13:28,274][demucs.solver][INFO] - Valid | Epoch 50 | 7/20 | 3.11 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.069
[2024-12-12 13:13:28,530][demucs.solver][INFO] - Valid | Epoch 50 | 8/20 | 3.18 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.065
[2024-12-12 13:13:29,382][demucs.solver][INFO] - Valid | Epoch 50 | 9/20 | 2.72 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.066
[2024-12-12 13:13:30,177][demucs.solver][INFO] - Valid | Epoch 50 | 10/20 | 2.46 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.050
[2024-12-12 13:13:30,997][demucs.solver][INFO] - Valid | Epoch 50 | 11/20 | 2.27 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.039
[2024-12-12 13:13:31,203][demucs.solver][INFO] - Valid | Epoch 50 | 12/20 | 2.36 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.018
[2024-12-12 13:13:31,381][demucs.solver][INFO] - Valid | Epoch 50 | 13/20 | 2.47 it/sec | Loss 0.5812 | Reco 0.5812 | Nsdr 1.013
[2024-12-12 13:13:31,537][demucs.solver][INFO] - Valid | Epoch 50 | 14/20 | 2.57 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.012
[2024-12-12 13:13:31,718][demucs.solver][INFO] - Valid | Epoch 50 | 15/20 | 2.66 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.014
[2024-12-12 13:13:31,916][demucs.solver][INFO] - Valid | Epoch 50 | 16/20 | 2.74 it/sec | Loss 0.5844 | Reco 0.5844 | Nsdr 1.015
[2024-12-12 13:13:32,084][demucs.solver][INFO] - Valid | Epoch 50 | 17/20 | 2.82 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.021
[2024-12-12 13:13:32,277][demucs.solver][INFO] - Valid | Epoch 50 | 18/20 | 2.89 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.022
[2024-12-12 13:13:32,445][demucs.solver][INFO] - Valid | Epoch 50 | 19/20 | 2.97 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.027
[2024-12-12 13:13:32,810][demucs.solver][INFO] - Valid Summary | Epoch 50 | Loss=0.5541 | Reco=0.5541 | Nsdr=1.027 | Best=0.5517 | Bname=main
[2024-12-12 13:13:34,192][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:13:34,193][demucs.solver][INFO] - Training...
[2024-12-12 13:13:43,212][demucs.solver][INFO] - Train | Epoch 51 | 1/14 | 0.27 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0327
[2024-12-12 13:13:43,851][demucs.solver][INFO] - Train | Epoch 51 | 2/14 | 0.37 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 0.0310
[2024-12-12 13:13:44,500][demucs.solver][INFO] - Train | Epoch 51 | 3/14 | 0.46 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0592
[2024-12-12 13:13:45,145][demucs.solver][INFO] - Train | Epoch 51 | 4/14 | 0.54 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0522
[2024-12-12 13:13:45,782][demucs.solver][INFO] - Train | Epoch 51 | 5/14 | 0.60 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.0490
[2024-12-12 13:13:46,421][demucs.solver][INFO] - Train | Epoch 51 | 6/14 | 0.66 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 0.0458
[2024-12-12 13:13:47,061][demucs.solver][INFO] - Train | Epoch 51 | 7/14 | 0.71 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0445
[2024-12-12 13:13:47,700][demucs.solver][INFO] - Train | Epoch 51 | 8/14 | 0.76 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0471
[2024-12-12 13:13:48,331][demucs.solver][INFO] - Train | Epoch 51 | 9/14 | 0.80 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.0468
[2024-12-12 13:13:48,970][demucs.solver][INFO] - Train | Epoch 51 | 10/14 | 0.84 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0471
[2024-12-12 13:13:49,599][demucs.solver][INFO] - Train | Epoch 51 | 11/14 | 0.87 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.0461
[2024-12-12 13:13:50,225][demucs.solver][INFO] - Train | Epoch 51 | 12/14 | 0.90 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0502
[2024-12-12 13:13:50,851][demucs.solver][INFO] - Train | Epoch 51 | 13/14 | 0.93 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 0.0489
[2024-12-12 13:13:51,148][demucs.solver][INFO] - Train Summary | Epoch 51 | Loss=0.2402 | Reco=0.2402 | Grad=0.0489
[2024-12-12 13:13:51,148][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:13:51,148][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:13:53,266][demucs.solver][INFO] - Valid | Epoch 51 | 1/20 | 3.64 it/sec | Loss 0.5877 | Reco 0.5877 | Nsdr 1.025
[2024-12-12 13:13:53,482][demucs.solver][INFO] - Valid | Epoch 51 | 2/20 | 3.92 it/sec | Loss 0.4553 | Reco 0.4553 | Nsdr 1.077
[2024-12-12 13:13:53,694][demucs.solver][INFO] - Valid | Epoch 51 | 3/20 | 4.09 it/sec | Loss 0.5022 | Reco 0.5022 | Nsdr 1.084
[2024-12-12 13:13:53,890][demucs.solver][INFO] - Valid | Epoch 51 | 4/20 | 4.26 it/sec | Loss 0.5213 | Reco 0.5213 | Nsdr 1.082
[2024-12-12 13:13:54,100][demucs.solver][INFO] - Valid | Epoch 51 | 5/20 | 4.34 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.069
[2024-12-12 13:13:54,305][demucs.solver][INFO] - Valid | Epoch 51 | 6/20 | 4.41 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.057
[2024-12-12 13:13:54,505][demucs.solver][INFO] - Valid | Epoch 51 | 7/20 | 4.47 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.059
[2024-12-12 13:13:54,724][demucs.solver][INFO] - Valid | Epoch 51 | 8/20 | 4.48 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.055
[2024-12-12 13:13:54,922][demucs.solver][INFO] - Valid | Epoch 51 | 9/20 | 4.53 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.055
[2024-12-12 13:13:55,130][demucs.solver][INFO] - Valid | Epoch 51 | 10/20 | 4.56 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.039
[2024-12-12 13:13:55,309][demucs.solver][INFO] - Valid | Epoch 51 | 11/20 | 4.63 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.029
[2024-12-12 13:13:55,505][demucs.solver][INFO] - Valid | Epoch 51 | 12/20 | 4.66 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.008
[2024-12-12 13:13:55,682][demucs.solver][INFO] - Valid | Epoch 51 | 13/20 | 4.72 it/sec | Loss 0.5819 | Reco 0.5819 | Nsdr 1.003
[2024-12-12 13:13:55,861][demucs.solver][INFO] - Valid | Epoch 51 | 14/20 | 4.77 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.002
[2024-12-12 13:13:56,068][demucs.solver][INFO] - Valid | Epoch 51 | 15/20 | 4.77 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.004
[2024-12-12 13:13:56,238][demucs.solver][INFO] - Valid | Epoch 51 | 16/20 | 4.83 it/sec | Loss 0.5851 | Reco 0.5851 | Nsdr 1.005
[2024-12-12 13:13:56,435][demucs.solver][INFO] - Valid | Epoch 51 | 17/20 | 4.84 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.011
[2024-12-12 13:13:56,613][demucs.solver][INFO] - Valid | Epoch 51 | 18/20 | 4.88 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.012
[2024-12-12 13:13:56,775][demucs.solver][INFO] - Valid | Epoch 51 | 19/20 | 4.93 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.017
[2024-12-12 13:13:57,195][demucs.solver][INFO] - Valid Summary | Epoch 51 | Loss=0.5548 | Reco=0.5548 | Nsdr=1.017 | Best=0.5517 | Bname=main
[2024-12-12 13:13:58,569][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:13:58,569][demucs.solver][INFO] - Training...
[2024-12-12 13:14:11,950][demucs.solver][INFO] - Train | Epoch 52 | 1/14 | 0.17 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.0618
[2024-12-12 13:14:13,111][demucs.solver][INFO] - Train | Epoch 52 | 2/14 | 0.23 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.0605
[2024-12-12 13:14:14,286][demucs.solver][INFO] - Train | Epoch 52 | 3/14 | 0.28 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0566
[2024-12-12 13:14:15,226][demucs.solver][INFO] - Train | Epoch 52 | 4/14 | 0.33 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0534
[2024-12-12 13:14:15,975][demucs.solver][INFO] - Train | Epoch 52 | 5/14 | 0.38 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.0492
[2024-12-12 13:14:16,610][demucs.solver][INFO] - Train | Epoch 52 | 6/14 | 0.43 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0484
[2024-12-12 13:14:17,240][demucs.solver][INFO] - Train | Epoch 52 | 7/14 | 0.47 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0451
[2024-12-12 13:14:17,874][demucs.solver][INFO] - Train | Epoch 52 | 8/14 | 0.51 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.0509
[2024-12-12 13:14:18,513][demucs.solver][INFO] - Train | Epoch 52 | 9/14 | 0.54 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0475
[2024-12-12 13:14:19,148][demucs.solver][INFO] - Train | Epoch 52 | 10/14 | 0.58 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.0461
[2024-12-12 13:14:19,774][demucs.solver][INFO] - Train | Epoch 52 | 11/14 | 0.61 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0473
[2024-12-12 13:14:20,406][demucs.solver][INFO] - Train | Epoch 52 | 12/14 | 0.64 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0496
[2024-12-12 13:14:21,036][demucs.solver][INFO] - Train | Epoch 52 | 13/14 | 0.67 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0521
[2024-12-12 13:14:21,335][demucs.solver][INFO] - Train Summary | Epoch 52 | Loss=0.2533 | Reco=0.2533 | Grad=0.0521
[2024-12-12 13:14:21,335][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:14:21,335][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:14:23,506][demucs.solver][INFO] - Valid | Epoch 52 | 1/20 | 3.44 it/sec | Loss 0.5879 | Reco 0.5879 | Nsdr 1.023
[2024-12-12 13:14:24,093][demucs.solver][INFO] - Valid | Epoch 52 | 2/20 | 2.57 it/sec | Loss 0.4556 | Reco 0.4556 | Nsdr 1.074
[2024-12-12 13:14:24,261][demucs.solver][INFO] - Valid | Epoch 52 | 3/20 | 2.99 it/sec | Loss 0.5025 | Reco 0.5025 | Nsdr 1.082
[2024-12-12 13:14:24,441][demucs.solver][INFO] - Valid | Epoch 52 | 4/20 | 3.30 it/sec | Loss 0.5215 | Reco 0.5215 | Nsdr 1.080
[2024-12-12 13:14:24,636][demucs.solver][INFO] - Valid | Epoch 52 | 5/20 | 3.51 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.067
[2024-12-12 13:14:24,818][demucs.solver][INFO] - Valid | Epoch 52 | 6/20 | 3.70 it/sec | Loss 0.5280 | Reco 0.5280 | Nsdr 1.055
[2024-12-12 13:14:25,008][demucs.solver][INFO] - Valid | Epoch 52 | 7/20 | 3.84 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.057
[2024-12-12 13:14:25,159][demucs.solver][INFO] - Valid | Epoch 52 | 8/20 | 4.03 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.053
[2024-12-12 13:14:25,323][demucs.solver][INFO] - Valid | Epoch 52 | 9/20 | 4.17 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.054
[2024-12-12 13:14:25,516][demucs.solver][INFO] - Valid | Epoch 52 | 10/20 | 4.25 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.038
[2024-12-12 13:14:25,669][demucs.solver][INFO] - Valid | Epoch 52 | 11/20 | 4.37 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.027
[2024-12-12 13:14:25,849][demucs.solver][INFO] - Valid | Epoch 52 | 12/20 | 4.45 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.007
[2024-12-12 13:14:26,042][demucs.solver][INFO] - Valid | Epoch 52 | 13/20 | 4.49 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.002
[2024-12-12 13:14:26,235][demucs.solver][INFO] - Valid | Epoch 52 | 14/20 | 4.53 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.001
[2024-12-12 13:14:26,413][demucs.solver][INFO] - Valid | Epoch 52 | 15/20 | 4.59 it/sec | Loss 0.5812 | Reco 0.5812 | Nsdr 1.003
[2024-12-12 13:14:26,610][demucs.solver][INFO] - Valid | Epoch 52 | 16/20 | 4.61 it/sec | Loss 0.5852 | Reco 0.5852 | Nsdr 1.003
[2024-12-12 13:14:26,763][demucs.solver][INFO] - Valid | Epoch 52 | 17/20 | 4.69 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.010
[2024-12-12 13:14:26,963][demucs.solver][INFO] - Valid | Epoch 52 | 18/20 | 4.71 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.011
[2024-12-12 13:14:27,145][demucs.solver][INFO] - Valid | Epoch 52 | 19/20 | 4.74 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.016
[2024-12-12 13:14:27,516][demucs.solver][INFO] - Valid Summary | Epoch 52 | Loss=0.5549 | Reco=0.5549 | Nsdr=1.016 | Best=0.5517 | Bname=main
[2024-12-12 13:14:28,887][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:14:28,887][demucs.solver][INFO] - Training...
[2024-12-12 13:14:38,131][demucs.solver][INFO] - Train | Epoch 53 | 1/14 | 0.26 it/sec | Loss 0.2757 | Reco 0.2757 | Grad 0.0493
[2024-12-12 13:14:39,187][demucs.solver][INFO] - Train | Epoch 53 | 2/14 | 0.34 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0503
[2024-12-12 13:14:39,846][demucs.solver][INFO] - Train | Epoch 53 | 3/14 | 0.42 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0589
[2024-12-12 13:14:40,491][demucs.solver][INFO] - Train | Epoch 53 | 4/14 | 0.50 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0541
[2024-12-12 13:14:41,129][demucs.solver][INFO] - Train | Epoch 53 | 5/14 | 0.56 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0614
[2024-12-12 13:14:41,768][demucs.solver][INFO] - Train | Epoch 53 | 6/14 | 0.62 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0584
[2024-12-12 13:14:42,402][demucs.solver][INFO] - Train | Epoch 53 | 7/14 | 0.67 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0624
[2024-12-12 13:14:43,040][demucs.solver][INFO] - Train | Epoch 53 | 8/14 | 0.71 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0597
[2024-12-12 13:14:43,672][demucs.solver][INFO] - Train | Epoch 53 | 9/14 | 0.76 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0575
[2024-12-12 13:14:44,299][demucs.solver][INFO] - Train | Epoch 53 | 10/14 | 0.79 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0610
[2024-12-12 13:14:44,927][demucs.solver][INFO] - Train | Epoch 53 | 11/14 | 0.83 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0587
[2024-12-12 13:14:45,554][demucs.solver][INFO] - Train | Epoch 53 | 12/14 | 0.86 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0588
[2024-12-12 13:14:46,180][demucs.solver][INFO] - Train | Epoch 53 | 13/14 | 0.89 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0611
[2024-12-12 13:14:46,505][demucs.solver][INFO] - Train Summary | Epoch 53 | Loss=0.2525 | Reco=0.2525 | Grad=0.0611
[2024-12-12 13:14:46,505][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:14:46,505][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:14:49,212][demucs.solver][INFO] - Valid | Epoch 53 | 1/20 | 2.14 it/sec | Loss 0.5867 | Reco 0.5867 | Nsdr 1.040
[2024-12-12 13:14:49,408][demucs.solver][INFO] - Valid | Epoch 53 | 2/20 | 2.66 it/sec | Loss 0.4543 | Reco 0.4543 | Nsdr 1.093
[2024-12-12 13:14:49,573][demucs.solver][INFO] - Valid | Epoch 53 | 3/20 | 3.09 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.100
[2024-12-12 13:14:49,756][demucs.solver][INFO] - Valid | Epoch 53 | 4/20 | 3.39 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.098
[2024-12-12 13:14:49,933][demucs.solver][INFO] - Valid | Epoch 53 | 5/20 | 3.63 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.085
[2024-12-12 13:14:50,111][demucs.solver][INFO] - Valid | Epoch 53 | 6/20 | 3.82 it/sec | Loss 0.5268 | Reco 0.5268 | Nsdr 1.072
[2024-12-12 13:14:50,289][demucs.solver][INFO] - Valid | Epoch 53 | 7/20 | 3.98 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.074
[2024-12-12 13:14:50,463][demucs.solver][INFO] - Valid | Epoch 53 | 8/20 | 4.12 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.070
[2024-12-12 13:14:50,628][demucs.solver][INFO] - Valid | Epoch 53 | 9/20 | 4.26 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.070
[2024-12-12 13:14:50,780][demucs.solver][INFO] - Valid | Epoch 53 | 10/20 | 4.40 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.054
[2024-12-12 13:14:50,972][demucs.solver][INFO] - Valid | Epoch 53 | 11/20 | 4.46 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.044
[2024-12-12 13:14:51,149][demucs.solver][INFO] - Valid | Epoch 53 | 12/20 | 4.53 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.022
[2024-12-12 13:14:51,334][demucs.solver][INFO] - Valid | Epoch 53 | 13/20 | 4.58 it/sec | Loss 0.5809 | Reco 0.5809 | Nsdr 1.017
[2024-12-12 13:14:51,488][demucs.solver][INFO] - Valid | Epoch 53 | 14/20 | 4.67 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.017
[2024-12-12 13:14:51,676][demucs.solver][INFO] - Valid | Epoch 53 | 15/20 | 4.71 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.019
[2024-12-12 13:14:51,869][demucs.solver][INFO] - Valid | Epoch 53 | 16/20 | 4.74 it/sec | Loss 0.5840 | Reco 0.5840 | Nsdr 1.019
[2024-12-12 13:14:52,046][demucs.solver][INFO] - Valid | Epoch 53 | 17/20 | 4.78 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.026
[2024-12-12 13:14:52,236][demucs.solver][INFO] - Valid | Epoch 53 | 18/20 | 4.80 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.027
[2024-12-12 13:14:52,414][demucs.solver][INFO] - Valid | Epoch 53 | 19/20 | 4.84 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.032
[2024-12-12 13:14:52,782][demucs.solver][INFO] - Valid Summary | Epoch 53 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.032 | Best=0.5517 | Bname=main
[2024-12-12 13:14:54,182][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:14:54,182][demucs.solver][INFO] - Training...
[2024-12-12 13:15:04,753][demucs.solver][INFO] - Train | Epoch 54 | 1/14 | 0.22 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0724
[2024-12-12 13:15:05,394][demucs.solver][INFO] - Train | Epoch 54 | 2/14 | 0.31 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 0.0739
[2024-12-12 13:15:06,033][demucs.solver][INFO] - Train | Epoch 54 | 3/14 | 0.39 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0600
[2024-12-12 13:15:06,670][demucs.solver][INFO] - Train | Epoch 54 | 4/14 | 0.45 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.0705
[2024-12-12 13:15:07,309][demucs.solver][INFO] - Train | Epoch 54 | 5/14 | 0.52 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.0677
[2024-12-12 13:15:07,947][demucs.solver][INFO] - Train | Epoch 54 | 6/14 | 0.57 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.0609
[2024-12-12 13:15:08,582][demucs.solver][INFO] - Train | Epoch 54 | 7/14 | 0.62 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0573
[2024-12-12 13:15:09,211][demucs.solver][INFO] - Train | Epoch 54 | 8/14 | 0.66 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.0534
[2024-12-12 13:15:09,853][demucs.solver][INFO] - Train | Epoch 54 | 9/14 | 0.71 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0577
[2024-12-12 13:15:12,636][demucs.solver][INFO] - Train | Epoch 54 | 10/14 | 0.65 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0543
[2024-12-12 13:15:13,262][demucs.solver][INFO] - Train | Epoch 54 | 11/14 | 0.68 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.0571
[2024-12-12 13:15:13,888][demucs.solver][INFO] - Train | Epoch 54 | 12/14 | 0.71 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0593
[2024-12-12 13:15:14,513][demucs.solver][INFO] - Train | Epoch 54 | 13/14 | 0.74 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0608
[2024-12-12 13:15:14,808][demucs.solver][INFO] - Train Summary | Epoch 54 | Loss=0.2453 | Reco=0.2453 | Grad=0.0608
[2024-12-12 13:15:14,808][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:15:14,808][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:15:17,020][demucs.solver][INFO] - Valid | Epoch 54 | 1/20 | 3.47 it/sec | Loss 0.5862 | Reco 0.5862 | Nsdr 1.047
[2024-12-12 13:15:17,228][demucs.solver][INFO] - Valid | Epoch 54 | 2/20 | 3.82 it/sec | Loss 0.4539 | Reco 0.4539 | Nsdr 1.100
[2024-12-12 13:15:17,422][demucs.solver][INFO] - Valid | Epoch 54 | 3/20 | 4.08 it/sec | Loss 0.5006 | Reco 0.5006 | Nsdr 1.107
[2024-12-12 13:15:17,607][demucs.solver][INFO] - Valid | Epoch 54 | 4/20 | 4.30 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.105
[2024-12-12 13:15:17,784][demucs.solver][INFO] - Valid | Epoch 54 | 5/20 | 4.47 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.092
[2024-12-12 13:15:17,963][demucs.solver][INFO] - Valid | Epoch 54 | 6/20 | 4.61 it/sec | Loss 0.5262 | Reco 0.5262 | Nsdr 1.079
[2024-12-12 13:15:18,141][demucs.solver][INFO] - Valid | Epoch 54 | 7/20 | 4.71 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.082
[2024-12-12 13:15:18,308][demucs.solver][INFO] - Valid | Epoch 54 | 8/20 | 4.82 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.078
[2024-12-12 13:15:18,489][demucs.solver][INFO] - Valid | Epoch 54 | 9/20 | 4.89 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.078
[2024-12-12 13:15:18,661][demucs.solver][INFO] - Valid | Epoch 54 | 10/20 | 4.96 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.062
[2024-12-12 13:15:18,862][demucs.solver][INFO] - Valid | Epoch 54 | 11/20 | 4.96 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.051
[2024-12-12 13:15:19,053][demucs.solver][INFO] - Valid | Epoch 54 | 12/20 | 4.98 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.029
[2024-12-12 13:15:19,230][demucs.solver][INFO] - Valid | Epoch 54 | 13/20 | 5.02 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.025
[2024-12-12 13:15:19,394][demucs.solver][INFO] - Valid | Epoch 54 | 14/20 | 5.08 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.024
[2024-12-12 13:15:19,559][demucs.solver][INFO] - Valid | Epoch 54 | 15/20 | 5.13 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.026
[2024-12-12 13:15:19,738][demucs.solver][INFO] - Valid | Epoch 54 | 16/20 | 5.16 it/sec | Loss 0.5835 | Reco 0.5835 | Nsdr 1.026
[2024-12-12 13:15:19,929][demucs.solver][INFO] - Valid | Epoch 54 | 17/20 | 5.16 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.033
[2024-12-12 13:15:20,095][demucs.solver][INFO] - Valid | Epoch 54 | 18/20 | 5.20 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.034
[2024-12-12 13:15:20,261][demucs.solver][INFO] - Valid | Epoch 54 | 19/20 | 5.24 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.039
[2024-12-12 13:15:20,609][demucs.solver][INFO] - Valid Summary | Epoch 54 | Loss=0.5532 | Reco=0.5532 | Nsdr=1.039 | Best=0.5517 | Bname=main
[2024-12-12 13:15:22,033][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:15:22,033][demucs.solver][INFO] - Training...
[2024-12-12 13:15:27,299][demucs.solver][INFO] - Train | Epoch 55 | 1/14 | 0.54 it/sec | Loss 0.2734 | Reco 0.2734 | Grad 0.0363
[2024-12-12 13:15:29,516][demucs.solver][INFO] - Train | Epoch 55 | 2/14 | 0.50 it/sec | Loss 0.2641 | Reco 0.2641 | Grad 0.0532
[2024-12-12 13:15:30,700][demucs.solver][INFO] - Train | Epoch 55 | 3/14 | 0.56 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0633
[2024-12-12 13:15:31,368][demucs.solver][INFO] - Train | Epoch 55 | 4/14 | 0.64 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0677
[2024-12-12 13:15:32,081][demucs.solver][INFO] - Train | Epoch 55 | 5/14 | 0.70 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0771
[2024-12-12 13:15:32,750][demucs.solver][INFO] - Train | Epoch 55 | 6/14 | 0.76 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0763
[2024-12-12 13:15:33,444][demucs.solver][INFO] - Train | Epoch 55 | 7/14 | 0.81 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.0692
[2024-12-12 13:15:34,132][demucs.solver][INFO] - Train | Epoch 55 | 8/14 | 0.85 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.0645
[2024-12-12 13:15:34,785][demucs.solver][INFO] - Train | Epoch 55 | 9/14 | 0.89 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0698
[2024-12-12 13:15:35,417][demucs.solver][INFO] - Train | Epoch 55 | 10/14 | 0.93 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0680
[2024-12-12 13:15:36,292][demucs.solver][INFO] - Train | Epoch 55 | 11/14 | 0.94 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0645
[2024-12-12 13:15:36,924][demucs.solver][INFO] - Train | Epoch 55 | 12/14 | 0.97 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.0650
[2024-12-12 13:15:37,550][demucs.solver][INFO] - Train | Epoch 55 | 13/14 | 1.00 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0691
[2024-12-12 13:15:37,841][demucs.solver][INFO] - Train Summary | Epoch 55 | Loss=0.2573 | Reco=0.2573 | Grad=0.0691
[2024-12-12 13:15:37,841][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:15:37,842][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:15:39,937][demucs.solver][INFO] - Valid | Epoch 55 | 1/20 | 3.76 it/sec | Loss 0.5856 | Reco 0.5856 | Nsdr 1.055
[2024-12-12 13:15:40,118][demucs.solver][INFO] - Valid | Epoch 55 | 2/20 | 4.21 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.109
[2024-12-12 13:15:40,283][demucs.solver][INFO] - Valid | Epoch 55 | 3/20 | 4.56 it/sec | Loss 0.5004 | Reco 0.5004 | Nsdr 1.116
[2024-12-12 13:15:40,461][demucs.solver][INFO] - Valid | Epoch 55 | 4/20 | 4.74 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.114
[2024-12-12 13:15:40,639][demucs.solver][INFO] - Valid | Epoch 55 | 5/20 | 4.86 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.101
[2024-12-12 13:15:40,823][demucs.solver][INFO] - Valid | Epoch 55 | 6/20 | 4.94 it/sec | Loss 0.5257 | Reco 0.5257 | Nsdr 1.088
[2024-12-12 13:15:41,008][demucs.solver][INFO] - Valid | Epoch 55 | 7/20 | 4.99 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.090
[2024-12-12 13:15:41,207][demucs.solver][INFO] - Valid | Epoch 55 | 8/20 | 5.00 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.086
[2024-12-12 13:15:41,386][demucs.solver][INFO] - Valid | Epoch 55 | 9/20 | 5.05 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.087
[2024-12-12 13:15:41,552][demucs.solver][INFO] - Valid | Epoch 55 | 10/20 | 5.12 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.071
[2024-12-12 13:15:41,717][demucs.solver][INFO] - Valid | Epoch 55 | 11/20 | 5.19 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.060
[2024-12-12 13:15:41,868][demucs.solver][INFO] - Valid | Epoch 55 | 12/20 | 5.28 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.038
[2024-12-12 13:15:42,058][demucs.solver][INFO] - Valid | Epoch 55 | 13/20 | 5.28 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.033
[2024-12-12 13:15:42,253][demucs.solver][INFO] - Valid | Epoch 55 | 14/20 | 5.27 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.033
[2024-12-12 13:15:42,434][demucs.solver][INFO] - Valid | Epoch 55 | 15/20 | 5.28 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.035
[2024-12-12 13:15:42,622][demucs.solver][INFO] - Valid | Epoch 55 | 16/20 | 5.29 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.035
[2024-12-12 13:15:42,774][demucs.solver][INFO] - Valid | Epoch 55 | 17/20 | 5.34 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.042
[2024-12-12 13:15:42,927][demucs.solver][INFO] - Valid | Epoch 55 | 18/20 | 5.40 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.043
[2024-12-12 13:15:43,093][demucs.solver][INFO] - Valid | Epoch 55 | 19/20 | 5.42 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.048
[2024-12-12 13:15:43,447][demucs.solver][INFO] - Valid Summary | Epoch 55 | Loss=0.5526 | Reco=0.5526 | Nsdr=1.048 | Best=0.5517 | Bname=main
[2024-12-12 13:15:44,871][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:15:44,871][demucs.solver][INFO] - Training...
[2024-12-12 13:15:51,718][demucs.solver][INFO] - Train | Epoch 56 | 1/14 | 0.38 it/sec | Loss 0.2238 | Reco 0.2238 | Grad 0.1068
[2024-12-12 13:15:52,366][demucs.solver][INFO] - Train | Epoch 56 | 2/14 | 0.51 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0838
[2024-12-12 13:15:53,023][demucs.solver][INFO] - Train | Epoch 56 | 3/14 | 0.61 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0850
[2024-12-12 13:15:53,690][demucs.solver][INFO] - Train | Epoch 56 | 4/14 | 0.69 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.0814
[2024-12-12 13:15:54,349][demucs.solver][INFO] - Train | Epoch 56 | 5/14 | 0.76 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.0730
[2024-12-12 13:15:54,993][demucs.solver][INFO] - Train | Epoch 56 | 6/14 | 0.82 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.0775
[2024-12-12 13:15:55,642][demucs.solver][INFO] - Train | Epoch 56 | 7/14 | 0.87 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0814
[2024-12-12 13:15:56,275][demucs.solver][INFO] - Train | Epoch 56 | 8/14 | 0.91 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0777
[2024-12-12 13:15:56,904][demucs.solver][INFO] - Train | Epoch 56 | 9/14 | 0.95 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0735
[2024-12-12 13:15:57,543][demucs.solver][INFO] - Train | Epoch 56 | 10/14 | 0.99 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0700
[2024-12-12 13:15:58,201][demucs.solver][INFO] - Train | Epoch 56 | 11/14 | 1.02 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0682
[2024-12-12 13:15:59,019][demucs.solver][INFO] - Train | Epoch 56 | 12/14 | 1.03 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0650
[2024-12-12 13:15:59,665][demucs.solver][INFO] - Train | Epoch 56 | 13/14 | 1.06 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0647
[2024-12-12 13:15:59,968][demucs.solver][INFO] - Train Summary | Epoch 56 | Loss=0.2515 | Reco=0.2515 | Grad=0.0647
[2024-12-12 13:15:59,968][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:15:59,968][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:16:02,223][demucs.solver][INFO] - Valid | Epoch 56 | 1/20 | 3.69 it/sec | Loss 0.5865 | Reco 0.5865 | Nsdr 1.043
[2024-12-12 13:16:02,418][demucs.solver][INFO] - Valid | Epoch 56 | 2/20 | 4.06 it/sec | Loss 0.4543 | Reco 0.4543 | Nsdr 1.094
[2024-12-12 13:16:02,596][demucs.solver][INFO] - Valid | Epoch 56 | 3/20 | 4.37 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.102
[2024-12-12 13:16:02,774][demucs.solver][INFO] - Valid | Epoch 56 | 4/20 | 4.57 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.101
[2024-12-12 13:16:02,954][demucs.solver][INFO] - Valid | Epoch 56 | 5/20 | 4.71 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.087
[2024-12-12 13:16:03,147][demucs.solver][INFO] - Valid | Epoch 56 | 6/20 | 4.77 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.075
[2024-12-12 13:16:03,345][demucs.solver][INFO] - Valid | Epoch 56 | 7/20 | 4.81 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.077
[2024-12-12 13:16:03,517][demucs.solver][INFO] - Valid | Epoch 56 | 8/20 | 4.90 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.073
[2024-12-12 13:16:03,677][demucs.solver][INFO] - Valid | Epoch 56 | 9/20 | 5.01 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.074
[2024-12-12 13:16:03,868][demucs.solver][INFO] - Valid | Epoch 56 | 10/20 | 5.03 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.058
[2024-12-12 13:16:04,046][demucs.solver][INFO] - Valid | Epoch 56 | 11/20 | 5.07 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.047
[2024-12-12 13:16:04,210][demucs.solver][INFO] - Valid | Epoch 56 | 12/20 | 5.14 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.026
[2024-12-12 13:16:04,387][demucs.solver][INFO] - Valid | Epoch 56 | 13/20 | 5.17 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.021
[2024-12-12 13:16:04,552][demucs.solver][INFO] - Valid | Epoch 56 | 14/20 | 5.22 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.020
[2024-12-12 13:16:04,741][demucs.solver][INFO] - Valid | Epoch 56 | 15/20 | 5.23 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.022
[2024-12-12 13:16:04,929][demucs.solver][INFO] - Valid | Epoch 56 | 16/20 | 5.23 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.022
[2024-12-12 13:16:05,114][demucs.solver][INFO] - Valid | Epoch 56 | 17/20 | 5.24 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.029
[2024-12-12 13:16:05,304][demucs.solver][INFO] - Valid | Epoch 56 | 18/20 | 5.24 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.030
[2024-12-12 13:16:05,470][demucs.solver][INFO] - Valid | Epoch 56 | 19/20 | 5.28 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.035
[2024-12-12 13:16:05,827][demucs.solver][INFO] - Valid Summary | Epoch 56 | Loss=0.5535 | Reco=0.5535 | Nsdr=1.035 | Best=0.5517 | Bname=main
[2024-12-12 13:16:07,244][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:16:07,245][demucs.solver][INFO] - Training...
[2024-12-12 13:16:16,862][demucs.solver][INFO] - Train | Epoch 57 | 1/14 | 0.25 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 0.0511
[2024-12-12 13:16:17,504][demucs.solver][INFO] - Train | Epoch 57 | 2/14 | 0.35 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 0.0398
[2024-12-12 13:16:18,159][demucs.solver][INFO] - Train | Epoch 57 | 3/14 | 0.44 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 0.0354
[2024-12-12 13:16:18,796][demucs.solver][INFO] - Train | Epoch 57 | 4/14 | 0.51 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0345
[2024-12-12 13:16:19,439][demucs.solver][INFO] - Train | Epoch 57 | 5/14 | 0.58 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.0433
[2024-12-12 13:16:20,074][demucs.solver][INFO] - Train | Epoch 57 | 6/14 | 0.63 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.0526
[2024-12-12 13:16:20,711][demucs.solver][INFO] - Train | Epoch 57 | 7/14 | 0.68 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0610
[2024-12-12 13:16:21,344][demucs.solver][INFO] - Train | Epoch 57 | 8/14 | 0.73 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0642
[2024-12-12 13:16:21,987][demucs.solver][INFO] - Train | Epoch 57 | 9/14 | 0.77 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0600
[2024-12-12 13:16:22,618][demucs.solver][INFO] - Train | Epoch 57 | 10/14 | 0.81 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0730
[2024-12-12 13:16:23,256][demucs.solver][INFO] - Train | Epoch 57 | 11/14 | 0.84 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0688
[2024-12-12 13:16:23,887][demucs.solver][INFO] - Train | Epoch 57 | 12/14 | 0.87 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0683
[2024-12-12 13:16:24,517][demucs.solver][INFO] - Train | Epoch 57 | 13/14 | 0.90 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0685
[2024-12-12 13:16:24,818][demucs.solver][INFO] - Train Summary | Epoch 57 | Loss=0.2491 | Reco=0.2491 | Grad=0.0685
[2024-12-12 13:16:24,819][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:16:24,819][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:16:27,170][demucs.solver][INFO] - Valid | Epoch 57 | 1/20 | 3.35 it/sec | Loss 0.5861 | Reco 0.5861 | Nsdr 1.047
[2024-12-12 13:16:27,393][demucs.solver][INFO] - Valid | Epoch 57 | 2/20 | 3.65 it/sec | Loss 0.4539 | Reco 0.4539 | Nsdr 1.101
[2024-12-12 13:16:27,585][demucs.solver][INFO] - Valid | Epoch 57 | 3/20 | 3.95 it/sec | Loss 0.5007 | Reco 0.5007 | Nsdr 1.108
[2024-12-12 13:16:27,787][demucs.solver][INFO] - Valid | Epoch 57 | 4/20 | 4.11 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.106
[2024-12-12 13:16:27,978][demucs.solver][INFO] - Valid | Epoch 57 | 5/20 | 4.27 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.093
[2024-12-12 13:16:28,155][demucs.solver][INFO] - Valid | Epoch 57 | 6/20 | 4.42 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.080
[2024-12-12 13:16:28,360][demucs.solver][INFO] - Valid | Epoch 57 | 7/20 | 4.47 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.082
[2024-12-12 13:16:28,549][demucs.solver][INFO] - Valid | Epoch 57 | 8/20 | 4.55 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.078
[2024-12-12 13:16:28,742][demucs.solver][INFO] - Valid | Epoch 57 | 9/20 | 4.61 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.079
[2024-12-12 13:16:28,907][demucs.solver][INFO] - Valid | Epoch 57 | 10/20 | 4.71 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.063
[2024-12-12 13:16:29,098][demucs.solver][INFO] - Valid | Epoch 57 | 11/20 | 4.75 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.052
[2024-12-12 13:16:29,272][demucs.solver][INFO] - Valid | Epoch 57 | 12/20 | 4.81 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.031
[2024-12-12 13:16:29,451][demucs.solver][INFO] - Valid | Epoch 57 | 13/20 | 4.86 it/sec | Loss 0.5802 | Reco 0.5802 | Nsdr 1.026
[2024-12-12 13:16:29,629][demucs.solver][INFO] - Valid | Epoch 57 | 14/20 | 4.91 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.025
[2024-12-12 13:16:29,819][demucs.solver][INFO] - Valid | Epoch 57 | 15/20 | 4.93 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.027
[2024-12-12 13:16:30,009][demucs.solver][INFO] - Valid | Epoch 57 | 16/20 | 4.95 it/sec | Loss 0.5834 | Reco 0.5834 | Nsdr 1.027
[2024-12-12 13:16:30,187][demucs.solver][INFO] - Valid | Epoch 57 | 17/20 | 4.98 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.034
[2024-12-12 13:16:30,376][demucs.solver][INFO] - Valid | Epoch 57 | 18/20 | 4.99 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.035
[2024-12-12 13:16:30,573][demucs.solver][INFO] - Valid | Epoch 57 | 19/20 | 5.00 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.040
[2024-12-12 13:16:30,955][demucs.solver][INFO] - Valid Summary | Epoch 57 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.040 | Best=0.5517 | Bname=main
[2024-12-12 13:16:32,302][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:16:32,303][demucs.solver][INFO] - Training...
[2024-12-12 13:16:39,513][demucs.solver][INFO] - Train | Epoch 58 | 1/14 | 0.35 it/sec | Loss 0.2766 | Reco 0.2766 | Grad 0.0404
[2024-12-12 13:16:41,802][demucs.solver][INFO] - Train | Epoch 58 | 2/14 | 0.37 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.0524
[2024-12-12 13:16:42,909][demucs.solver][INFO] - Train | Epoch 58 | 3/14 | 0.44 it/sec | Loss 0.2612 | Reco 0.2612 | Grad 0.0649
[2024-12-12 13:16:43,968][demucs.solver][INFO] - Train | Epoch 58 | 4/14 | 0.49 it/sec | Loss 0.2705 | Reco 0.2705 | Grad 0.0646
[2024-12-12 13:16:44,666][demucs.solver][INFO] - Train | Epoch 58 | 5/14 | 0.55 it/sec | Loss 0.2685 | Reco 0.2685 | Grad 0.0592
[2024-12-12 13:16:45,325][demucs.solver][INFO] - Train | Epoch 58 | 6/14 | 0.61 it/sec | Loss 0.2663 | Reco 0.2663 | Grad 0.0520
[2024-12-12 13:16:45,972][demucs.solver][INFO] - Train | Epoch 58 | 7/14 | 0.66 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.0564
[2024-12-12 13:16:46,607][demucs.solver][INFO] - Train | Epoch 58 | 8/14 | 0.70 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0600
[2024-12-12 13:16:47,240][demucs.solver][INFO] - Train | Epoch 58 | 9/14 | 0.74 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0550
[2024-12-12 13:16:47,893][demucs.solver][INFO] - Train | Epoch 58 | 10/14 | 0.78 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.0560
[2024-12-12 13:16:48,524][demucs.solver][INFO] - Train | Epoch 58 | 11/14 | 0.81 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0527
[2024-12-12 13:16:49,155][demucs.solver][INFO] - Train | Epoch 58 | 12/14 | 0.85 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0532
[2024-12-12 13:16:49,781][demucs.solver][INFO] - Train | Epoch 58 | 13/14 | 0.88 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0513
[2024-12-12 13:16:50,090][demucs.solver][INFO] - Train Summary | Epoch 58 | Loss=0.2521 | Reco=0.2521 | Grad=0.0513
[2024-12-12 13:16:50,090][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:16:50,090][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:16:52,095][demucs.solver][INFO] - Valid | Epoch 58 | 1/20 | 3.85 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.068
[2024-12-12 13:16:52,284][demucs.solver][INFO] - Valid | Epoch 58 | 2/20 | 4.24 it/sec | Loss 0.4526 | Reco 0.4526 | Nsdr 1.124
[2024-12-12 13:16:52,478][demucs.solver][INFO] - Valid | Epoch 58 | 3/20 | 4.43 it/sec | Loss 0.4992 | Reco 0.4992 | Nsdr 1.130
[2024-12-12 13:16:52,676][demucs.solver][INFO] - Valid | Epoch 58 | 4/20 | 4.55 it/sec | Loss 0.5182 | Reco 0.5182 | Nsdr 1.128
[2024-12-12 13:16:52,852][demucs.solver][INFO] - Valid | Epoch 58 | 5/20 | 4.70 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.115
[2024-12-12 13:16:53,033][demucs.solver][INFO] - Valid | Epoch 58 | 6/20 | 4.80 it/sec | Loss 0.5246 | Reco 0.5246 | Nsdr 1.103
[2024-12-12 13:16:53,223][demucs.solver][INFO] - Valid | Epoch 58 | 7/20 | 4.86 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.104
[2024-12-12 13:16:53,403][demucs.solver][INFO] - Valid | Epoch 58 | 8/20 | 4.92 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.101
[2024-12-12 13:16:53,590][demucs.solver][INFO] - Valid | Epoch 58 | 9/20 | 4.97 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.101
[2024-12-12 13:16:53,753][demucs.solver][INFO] - Valid | Epoch 58 | 10/20 | 5.05 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.084
[2024-12-12 13:16:53,907][demucs.solver][INFO] - Valid | Epoch 58 | 11/20 | 5.15 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.073
[2024-12-12 13:16:54,073][demucs.solver][INFO] - Valid | Epoch 58 | 12/20 | 5.20 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.051
[2024-12-12 13:16:54,265][demucs.solver][INFO] - Valid | Epoch 58 | 13/20 | 5.21 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.046
[2024-12-12 13:16:54,440][demucs.solver][INFO] - Valid | Epoch 58 | 14/20 | 5.24 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.046
[2024-12-12 13:16:54,607][demucs.solver][INFO] - Valid | Epoch 58 | 15/20 | 5.28 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.048
[2024-12-12 13:16:54,772][demucs.solver][INFO] - Valid | Epoch 58 | 16/20 | 5.32 it/sec | Loss 0.5819 | Reco 0.5819 | Nsdr 1.048
[2024-12-12 13:16:54,960][demucs.solver][INFO] - Valid | Epoch 58 | 17/20 | 5.32 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.055
[2024-12-12 13:16:55,126][demucs.solver][INFO] - Valid | Epoch 58 | 18/20 | 5.35 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.056
[2024-12-12 13:16:55,329][demucs.solver][INFO] - Valid | Epoch 58 | 19/20 | 5.33 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.061
[2024-12-12 13:16:55,684][demucs.solver][INFO] - Valid Summary | Epoch 58 | Loss=0.5516 | Reco=0.5516 | Nsdr=1.061 | Best=0.5516 | Bname=main
[2024-12-12 13:16:55,685][demucs.solver][INFO] - New best valid loss 0.5516
[2024-12-12 13:16:57,602][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:16:57,603][demucs.solver][INFO] - Training...
[2024-12-12 13:17:08,328][demucs.solver][INFO] - Train | Epoch 59 | 1/14 | 0.22 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.0754
[2024-12-12 13:17:08,968][demucs.solver][INFO] - Train | Epoch 59 | 2/14 | 0.31 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 0.0611
[2024-12-12 13:17:09,608][demucs.solver][INFO] - Train | Epoch 59 | 3/14 | 0.39 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0507
[2024-12-12 13:17:10,247][demucs.solver][INFO] - Train | Epoch 59 | 4/14 | 0.46 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0488
[2024-12-12 13:17:10,890][demucs.solver][INFO] - Train | Epoch 59 | 5/14 | 0.52 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0493
[2024-12-12 13:17:11,521][demucs.solver][INFO] - Train | Epoch 59 | 6/14 | 0.58 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 0.0438
[2024-12-12 13:17:12,164][demucs.solver][INFO] - Train | Epoch 59 | 7/14 | 0.63 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0413
[2024-12-12 13:17:12,801][demucs.solver][INFO] - Train | Epoch 59 | 8/14 | 0.67 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0473
[2024-12-12 13:17:13,440][demucs.solver][INFO] - Train | Epoch 59 | 9/14 | 0.71 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0528
[2024-12-12 13:17:14,095][demucs.solver][INFO] - Train | Epoch 59 | 10/14 | 0.75 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0559
[2024-12-12 13:17:14,723][demucs.solver][INFO] - Train | Epoch 59 | 11/14 | 0.78 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0542
[2024-12-12 13:17:15,347][demucs.solver][INFO] - Train | Epoch 59 | 12/14 | 0.82 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0549
[2024-12-12 13:17:15,973][demucs.solver][INFO] - Train | Epoch 59 | 13/14 | 0.85 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0565
[2024-12-12 13:17:16,274][demucs.solver][INFO] - Train Summary | Epoch 59 | Loss=0.2460 | Reco=0.2460 | Grad=0.0565
[2024-12-12 13:17:16,275][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:17:16,275][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:17:18,283][demucs.solver][INFO] - Valid | Epoch 59 | 1/20 | 3.62 it/sec | Loss 0.5866 | Reco 0.5866 | Nsdr 1.041
[2024-12-12 13:17:18,470][demucs.solver][INFO] - Valid | Epoch 59 | 2/20 | 4.06 it/sec | Loss 0.4543 | Reco 0.4543 | Nsdr 1.093
[2024-12-12 13:17:18,671][demucs.solver][INFO] - Valid | Epoch 59 | 3/20 | 4.26 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.100
[2024-12-12 13:17:18,852][demucs.solver][INFO] - Valid | Epoch 59 | 4/20 | 4.46 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.098
[2024-12-12 13:17:19,052][demucs.solver][INFO] - Valid | Epoch 59 | 5/20 | 4.54 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.086
[2024-12-12 13:17:19,265][demucs.solver][INFO] - Valid | Epoch 59 | 6/20 | 4.56 it/sec | Loss 0.5266 | Reco 0.5266 | Nsdr 1.074
[2024-12-12 13:17:19,457][demucs.solver][INFO] - Valid | Epoch 59 | 7/20 | 4.64 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.076
[2024-12-12 13:17:19,636][demucs.solver][INFO] - Valid | Epoch 59 | 8/20 | 4.72 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.072
[2024-12-12 13:17:19,817][demucs.solver][INFO] - Valid | Epoch 59 | 9/20 | 4.79 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.072
[2024-12-12 13:17:19,996][demucs.solver][INFO] - Valid | Epoch 59 | 10/20 | 4.86 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.056
[2024-12-12 13:17:20,162][demucs.solver][INFO] - Valid | Epoch 59 | 11/20 | 4.94 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.046
[2024-12-12 13:17:20,355][demucs.solver][INFO] - Valid | Epoch 59 | 12/20 | 4.95 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.024
[2024-12-12 13:17:20,547][demucs.solver][INFO] - Valid | Epoch 59 | 13/20 | 4.97 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.020
[2024-12-12 13:17:20,737][demucs.solver][INFO] - Valid | Epoch 59 | 14/20 | 4.99 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.019
[2024-12-12 13:17:20,944][demucs.solver][INFO] - Valid | Epoch 59 | 15/20 | 4.98 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.021
[2024-12-12 13:17:21,140][demucs.solver][INFO] - Valid | Epoch 59 | 16/20 | 4.99 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.022
[2024-12-12 13:17:21,332][demucs.solver][INFO] - Valid | Epoch 59 | 17/20 | 5.00 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.028
[2024-12-12 13:17:21,517][demucs.solver][INFO] - Valid | Epoch 59 | 18/20 | 5.02 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.029
[2024-12-12 13:17:21,669][demucs.solver][INFO] - Valid | Epoch 59 | 19/20 | 5.08 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.034
[2024-12-12 13:17:22,108][demucs.solver][INFO] - Valid Summary | Epoch 59 | Loss=0.5535 | Reco=0.5535 | Nsdr=1.034 | Best=0.5516 | Bname=main
[2024-12-12 13:17:23,491][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:17:23,492][demucs.solver][INFO] - Training...
[2024-12-12 13:17:34,036][demucs.solver][INFO] - Train | Epoch 60 | 1/14 | 0.23 it/sec | Loss 0.2257 | Reco 0.2257 | Grad 0.0436
[2024-12-12 13:17:34,680][demucs.solver][INFO] - Train | Epoch 60 | 2/14 | 0.32 it/sec | Loss 0.2255 | Reco 0.2255 | Grad 0.0408
[2024-12-12 13:17:35,326][demucs.solver][INFO] - Train | Epoch 60 | 3/14 | 0.39 it/sec | Loss 0.2272 | Reco 0.2272 | Grad 0.0373
[2024-12-12 13:17:35,975][demucs.solver][INFO] - Train | Epoch 60 | 4/14 | 0.46 it/sec | Loss 0.2211 | Reco 0.2211 | Grad 0.0359
[2024-12-12 13:17:36,621][demucs.solver][INFO] - Train | Epoch 60 | 5/14 | 0.52 it/sec | Loss 0.2239 | Reco 0.2239 | Grad 0.0325
[2024-12-12 13:17:37,261][demucs.solver][INFO] - Train | Epoch 60 | 6/14 | 0.58 it/sec | Loss 0.2293 | Reco 0.2293 | Grad 0.0349
[2024-12-12 13:17:37,903][demucs.solver][INFO] - Train | Epoch 60 | 7/14 | 0.63 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 0.0407
[2024-12-12 13:17:38,545][demucs.solver][INFO] - Train | Epoch 60 | 8/14 | 0.67 it/sec | Loss 0.2321 | Reco 0.2321 | Grad 0.0379
[2024-12-12 13:17:39,193][demucs.solver][INFO] - Train | Epoch 60 | 9/14 | 0.71 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 0.0415
[2024-12-12 13:17:39,832][demucs.solver][INFO] - Train | Epoch 60 | 10/14 | 0.75 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 0.0392
[2024-12-12 13:17:41,198][demucs.solver][INFO] - Train | Epoch 60 | 11/14 | 0.75 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 0.0447
[2024-12-12 13:17:41,829][demucs.solver][INFO] - Train | Epoch 60 | 12/14 | 0.78 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.0464
[2024-12-12 13:17:42,458][demucs.solver][INFO] - Train | Epoch 60 | 13/14 | 0.81 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0478
[2024-12-12 13:17:42,759][demucs.solver][INFO] - Train Summary | Epoch 60 | Loss=0.2426 | Reco=0.2426 | Grad=0.0478
[2024-12-12 13:17:42,760][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:17:42,760][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:17:44,881][demucs.solver][INFO] - Valid | Epoch 60 | 1/20 | 3.85 it/sec | Loss 0.5863 | Reco 0.5863 | Nsdr 1.045
[2024-12-12 13:17:45,067][demucs.solver][INFO] - Valid | Epoch 60 | 2/20 | 4.25 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 1.097
[2024-12-12 13:17:45,266][demucs.solver][INFO] - Valid | Epoch 60 | 3/20 | 4.42 it/sec | Loss 0.5010 | Reco 0.5010 | Nsdr 1.103
[2024-12-12 13:17:45,458][demucs.solver][INFO] - Valid | Epoch 60 | 4/20 | 4.56 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.101
[2024-12-12 13:17:45,625][demucs.solver][INFO] - Valid | Epoch 60 | 5/20 | 4.75 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.088
[2024-12-12 13:17:45,820][demucs.solver][INFO] - Valid | Epoch 60 | 6/20 | 4.80 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.076
[2024-12-12 13:17:46,026][demucs.solver][INFO] - Valid | Epoch 60 | 7/20 | 4.80 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.078
[2024-12-12 13:17:46,180][demucs.solver][INFO] - Valid | Epoch 60 | 8/20 | 4.95 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.074
[2024-12-12 13:17:46,382][demucs.solver][INFO] - Valid | Epoch 60 | 9/20 | 4.95 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.075
[2024-12-12 13:17:46,547][demucs.solver][INFO] - Valid | Epoch 60 | 10/20 | 5.03 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.058
[2024-12-12 13:17:46,739][demucs.solver][INFO] - Valid | Epoch 60 | 11/20 | 5.05 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.048
[2024-12-12 13:17:46,941][demucs.solver][INFO] - Valid | Epoch 60 | 12/20 | 5.04 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.027
[2024-12-12 13:17:47,132][demucs.solver][INFO] - Valid | Epoch 60 | 13/20 | 5.05 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.022
[2024-12-12 13:17:47,334][demucs.solver][INFO] - Valid | Epoch 60 | 14/20 | 5.05 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.021
[2024-12-12 13:17:47,511][demucs.solver][INFO] - Valid | Epoch 60 | 15/20 | 5.08 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.023
[2024-12-12 13:17:47,676][demucs.solver][INFO] - Valid | Epoch 60 | 16/20 | 5.13 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.024
[2024-12-12 13:17:47,873][demucs.solver][INFO] - Valid | Epoch 60 | 17/20 | 5.12 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.030
[2024-12-12 13:17:48,062][demucs.solver][INFO] - Valid | Epoch 60 | 18/20 | 5.13 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.031
[2024-12-12 13:17:48,246][demucs.solver][INFO] - Valid | Epoch 60 | 19/20 | 5.15 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.036
[2024-12-12 13:17:48,597][demucs.solver][INFO] - Valid Summary | Epoch 60 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.036 | Best=0.5516 | Bname=main
[2024-12-12 13:17:48,597][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:17:48,597][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 13:18:02,142][demucs.evaluate][INFO] - Eval | 1/20 | 0.31 it/sec
[2024-12-12 13:18:05,346][demucs.evaluate][INFO] - Eval | 2/20 | 0.31 it/sec
[2024-12-12 13:18:08,478][demucs.evaluate][INFO] - Eval | 3/20 | 0.31 it/sec
[2024-12-12 13:18:11,624][demucs.evaluate][INFO] - Eval | 4/20 | 0.31 it/sec
[2024-12-12 13:18:14,892][demucs.evaluate][INFO] - Eval | 5/20 | 0.31 it/sec
[2024-12-12 13:18:17,999][demucs.evaluate][INFO] - Eval | 6/20 | 0.31 it/sec
[2024-12-12 13:18:21,157][demucs.evaluate][INFO] - Eval | 7/20 | 0.31 it/sec
[2024-12-12 13:18:24,315][demucs.evaluate][INFO] - Eval | 8/20 | 0.31 it/sec
[2024-12-12 13:18:27,469][demucs.evaluate][INFO] - Eval | 9/20 | 0.32 it/sec
[2024-12-12 13:18:30,682][demucs.evaluate][INFO] - Eval | 10/20 | 0.31 it/sec
[2024-12-12 13:18:33,860][demucs.evaluate][INFO] - Eval | 11/20 | 0.31 it/sec
[2024-12-12 13:18:37,010][demucs.evaluate][INFO] - Eval | 12/20 | 0.31 it/sec
[2024-12-12 13:18:40,179][demucs.evaluate][INFO] - Eval | 13/20 | 0.31 it/sec
[2024-12-12 13:18:43,611][demucs.evaluate][INFO] - Eval | 14/20 | 0.31 it/sec
[2024-12-12 13:18:46,770][demucs.evaluate][INFO] - Eval | 15/20 | 0.31 it/sec
[2024-12-12 13:18:49,888][demucs.evaluate][INFO] - Eval | 16/20 | 0.31 it/sec
[2024-12-12 13:18:53,099][demucs.evaluate][INFO] - Eval | 17/20 | 0.31 it/sec
[2024-12-12 13:18:56,279][demucs.evaluate][INFO] - Eval | 18/20 | 0.31 it/sec
[2024-12-12 13:18:59,399][demucs.evaluate][INFO] - Eval | 19/20 | 0.31 it/sec
[2024-12-12 13:18:59,424][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 82.94 it/sec
[2024-12-12 13:18:59,433][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 91.89 it/sec
[2024-12-12 13:18:59,443][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 93.24 it/sec
[2024-12-12 13:18:59,453][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 94.17 it/sec
[2024-12-12 13:18:59,465][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 92.85 it/sec
[2024-12-12 13:18:59,473][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 96.33 it/sec
[2024-12-12 13:18:59,481][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 98.68 it/sec
[2024-12-12 13:18:59,495][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 94.70 it/sec
[2024-12-12 13:18:59,505][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 94.90 it/sec
[2024-12-12 13:18:59,517][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 94.19 it/sec
[2024-12-12 13:18:59,525][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 96.11 it/sec
[2024-12-12 13:18:59,539][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 93.26 it/sec
[2024-12-12 13:18:59,548][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 94.88 it/sec
[2024-12-12 13:18:59,560][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 93.80 it/sec
[2024-12-12 13:18:59,568][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 95.14 it/sec
[2024-12-12 13:18:59,579][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 95.16 it/sec
[2024-12-12 13:18:59,587][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 96.33 it/sec
[2024-12-12 13:18:59,596][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 96.94 it/sec
[2024-12-12 13:18:59,603][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 98.44 it/sec
[2024-12-12 13:18:59,654][demucs.solver][INFO] - Test Summary | Epoch 60 | Nsdr=0.929 | Nsdr_drums=0.928 | Nsdr_bass=0.920 | Nsdr_other=0.958 | Nsdr_vocals=0.910
[2024-12-12 13:19:01,245][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:19:01,245][demucs.solver][INFO] - Training...
[2024-12-12 13:19:08,825][demucs.solver][INFO] - Train | Epoch 61 | 1/14 | 0.33 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 0.0687
[2024-12-12 13:19:09,463][demucs.solver][INFO] - Train | Epoch 61 | 2/14 | 0.45 it/sec | Loss 0.2631 | Reco 0.2631 | Grad 0.0740
[2024-12-12 13:19:10,101][demucs.solver][INFO] - Train | Epoch 61 | 3/14 | 0.55 it/sec | Loss 0.2727 | Reco 0.2727 | Grad 0.0694
[2024-12-12 13:19:10,730][demucs.solver][INFO] - Train | Epoch 61 | 4/14 | 0.63 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.0626
[2024-12-12 13:19:11,361][demucs.solver][INFO] - Train | Epoch 61 | 5/14 | 0.70 it/sec | Loss 0.2662 | Reco 0.2662 | Grad 0.0563
[2024-12-12 13:19:11,991][demucs.solver][INFO] - Train | Epoch 61 | 6/14 | 0.76 it/sec | Loss 0.2663 | Reco 0.2663 | Grad 0.0691
[2024-12-12 13:19:12,621][demucs.solver][INFO] - Train | Epoch 61 | 7/14 | 0.81 it/sec | Loss 0.2633 | Reco 0.2633 | Grad 0.0669
[2024-12-12 13:19:13,251][demucs.solver][INFO] - Train | Epoch 61 | 8/14 | 0.86 it/sec | Loss 0.2663 | Reco 0.2663 | Grad 0.0626
[2024-12-12 13:19:13,884][demucs.solver][INFO] - Train | Epoch 61 | 9/14 | 0.90 it/sec | Loss 0.2669 | Reco 0.2669 | Grad 0.0620
[2024-12-12 13:19:14,516][demucs.solver][INFO] - Train | Epoch 61 | 10/14 | 0.94 it/sec | Loss 0.2665 | Reco 0.2665 | Grad 0.0609
[2024-12-12 13:19:15,149][demucs.solver][INFO] - Train | Epoch 61 | 11/14 | 0.97 it/sec | Loss 0.2642 | Reco 0.2642 | Grad 0.0605
[2024-12-12 13:19:15,790][demucs.solver][INFO] - Train | Epoch 61 | 12/14 | 1.00 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.0583
[2024-12-12 13:19:16,420][demucs.solver][INFO] - Train | Epoch 61 | 13/14 | 1.03 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.0585
[2024-12-12 13:19:16,702][demucs.solver][INFO] - Train Summary | Epoch 61 | Loss=0.2589 | Reco=0.2589 | Grad=0.0585
[2024-12-12 13:19:16,702][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:19:16,703][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:19:19,610][demucs.solver][INFO] - Valid | Epoch 61 | 1/20 | 2.21 it/sec | Loss 0.5864 | Reco 0.5864 | Nsdr 1.044
[2024-12-12 13:19:19,808][demucs.solver][INFO] - Valid | Epoch 61 | 2/20 | 2.72 it/sec | Loss 0.4545 | Reco 0.4545 | Nsdr 1.095
[2024-12-12 13:19:20,069][demucs.solver][INFO] - Valid | Epoch 61 | 3/20 | 2.94 it/sec | Loss 0.5013 | Reco 0.5013 | Nsdr 1.103
[2024-12-12 13:19:20,339][demucs.solver][INFO] - Valid | Epoch 61 | 4/20 | 3.06 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.101
[2024-12-12 13:19:20,558][demucs.solver][INFO] - Valid | Epoch 61 | 5/20 | 3.24 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.088
[2024-12-12 13:19:20,821][demucs.solver][INFO] - Valid | Epoch 61 | 6/20 | 3.31 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.076
[2024-12-12 13:19:21,013][demucs.solver][INFO] - Valid | Epoch 61 | 7/20 | 3.47 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.079
[2024-12-12 13:19:21,180][demucs.solver][INFO] - Valid | Epoch 61 | 8/20 | 3.64 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.075
[2024-12-12 13:19:21,374][demucs.solver][INFO] - Valid | Epoch 61 | 9/20 | 3.75 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.076
[2024-12-12 13:19:21,550][demucs.solver][INFO] - Valid | Epoch 61 | 10/20 | 3.87 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.059
[2024-12-12 13:19:21,745][demucs.solver][INFO] - Valid | Epoch 61 | 11/20 | 3.95 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.049
[2024-12-12 13:19:21,945][demucs.solver][INFO] - Valid | Epoch 61 | 12/20 | 4.01 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.028
[2024-12-12 13:19:22,123][demucs.solver][INFO] - Valid | Epoch 61 | 13/20 | 4.10 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.023
[2024-12-12 13:19:22,276][demucs.solver][INFO] - Valid | Epoch 61 | 14/20 | 4.20 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.022
[2024-12-12 13:19:22,468][demucs.solver][INFO] - Valid | Epoch 61 | 15/20 | 4.25 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.024
[2024-12-12 13:19:22,656][demucs.solver][INFO] - Valid | Epoch 61 | 16/20 | 4.30 it/sec | Loss 0.5836 | Reco 0.5836 | Nsdr 1.024
[2024-12-12 13:19:22,848][demucs.solver][INFO] - Valid | Epoch 61 | 17/20 | 4.35 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.031
[2024-12-12 13:19:23,040][demucs.solver][INFO] - Valid | Epoch 61 | 18/20 | 4.38 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.032
[2024-12-12 13:19:23,200][demucs.solver][INFO] - Valid | Epoch 61 | 19/20 | 4.45 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.037
[2024-12-12 13:19:23,590][demucs.solver][INFO] - Valid Summary | Epoch 61 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.037 | Best=0.5516 | Bname=main
[2024-12-12 13:19:24,917][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:19:24,918][demucs.solver][INFO] - Training...
[2024-12-12 13:19:36,568][demucs.solver][INFO] - Train | Epoch 62 | 1/14 | 0.20 it/sec | Loss 0.2093 | Reco 0.2093 | Grad 0.0691
[2024-12-12 13:19:37,207][demucs.solver][INFO] - Train | Epoch 62 | 2/14 | 0.28 it/sec | Loss 0.2064 | Reco 0.2064 | Grad 0.0528
[2024-12-12 13:19:37,843][demucs.solver][INFO] - Train | Epoch 62 | 3/14 | 0.35 it/sec | Loss 0.2280 | Reco 0.2280 | Grad 0.0780
[2024-12-12 13:19:38,481][demucs.solver][INFO] - Train | Epoch 62 | 4/14 | 0.42 it/sec | Loss 0.2315 | Reco 0.2315 | Grad 0.0839
[2024-12-12 13:19:39,140][demucs.solver][INFO] - Train | Epoch 62 | 5/14 | 0.48 it/sec | Loss 0.2259 | Reco 0.2259 | Grad 0.0845
[2024-12-12 13:19:39,784][demucs.solver][INFO] - Train | Epoch 62 | 6/14 | 0.53 it/sec | Loss 0.2239 | Reco 0.2239 | Grad 0.0766
[2024-12-12 13:19:40,420][demucs.solver][INFO] - Train | Epoch 62 | 7/14 | 0.58 it/sec | Loss 0.2319 | Reco 0.2319 | Grad 0.0788
[2024-12-12 13:19:41,061][demucs.solver][INFO] - Train | Epoch 62 | 8/14 | 0.62 it/sec | Loss 0.2316 | Reco 0.2316 | Grad 0.0767
[2024-12-12 13:19:41,696][demucs.solver][INFO] - Train | Epoch 62 | 9/14 | 0.66 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 0.0729
[2024-12-12 13:19:42,327][demucs.solver][INFO] - Train | Epoch 62 | 10/14 | 0.70 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.0677
[2024-12-12 13:19:43,102][demucs.solver][INFO] - Train | Epoch 62 | 11/14 | 0.72 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0647
[2024-12-12 13:19:43,732][demucs.solver][INFO] - Train | Epoch 62 | 12/14 | 0.76 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0624
[2024-12-12 13:19:44,359][demucs.solver][INFO] - Train | Epoch 62 | 13/14 | 0.79 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0683
[2024-12-12 13:19:44,645][demucs.solver][INFO] - Train Summary | Epoch 62 | Loss=0.2445 | Reco=0.2445 | Grad=0.0683
[2024-12-12 13:19:44,646][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:19:44,646][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:19:48,049][demucs.solver][INFO] - Valid | Epoch 62 | 1/20 | 1.16 it/sec | Loss 0.5878 | Reco 0.5878 | Nsdr 1.023
[2024-12-12 13:19:48,885][demucs.solver][INFO] - Valid | Epoch 62 | 2/20 | 1.17 it/sec | Loss 0.4552 | Reco 0.4552 | Nsdr 1.072
[2024-12-12 13:19:49,644][demucs.solver][INFO] - Valid | Epoch 62 | 3/20 | 1.20 it/sec | Loss 0.5021 | Reco 0.5021 | Nsdr 1.080
[2024-12-12 13:19:50,262][demucs.solver][INFO] - Valid | Epoch 62 | 4/20 | 1.27 it/sec | Loss 0.5212 | Reco 0.5212 | Nsdr 1.078
[2024-12-12 13:19:50,604][demucs.solver][INFO] - Valid | Epoch 62 | 5/20 | 1.40 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.066
[2024-12-12 13:19:50,811][demucs.solver][INFO] - Valid | Epoch 62 | 6/20 | 1.56 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.055
[2024-12-12 13:19:50,976][demucs.solver][INFO] - Valid | Epoch 62 | 7/20 | 1.72 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.057
[2024-12-12 13:19:51,270][demucs.solver][INFO] - Valid | Epoch 62 | 8/20 | 1.82 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.053
[2024-12-12 13:19:51,496][demucs.solver][INFO] - Valid | Epoch 62 | 9/20 | 1.93 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.054
[2024-12-12 13:19:51,720][demucs.solver][INFO] - Valid | Epoch 62 | 10/20 | 2.04 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.038
[2024-12-12 13:19:51,953][demucs.solver][INFO] - Valid | Epoch 62 | 11/20 | 2.13 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.027
[2024-12-12 13:19:52,182][demucs.solver][INFO] - Valid | Epoch 62 | 12/20 | 2.22 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.007
[2024-12-12 13:19:52,381][demucs.solver][INFO] - Valid | Epoch 62 | 13/20 | 2.31 it/sec | Loss 0.5820 | Reco 0.5820 | Nsdr 1.002
[2024-12-12 13:19:52,602][demucs.solver][INFO] - Valid | Epoch 62 | 14/20 | 2.39 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.002
[2024-12-12 13:19:52,780][demucs.solver][INFO] - Valid | Epoch 62 | 15/20 | 2.48 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.004
[2024-12-12 13:19:52,947][demucs.solver][INFO] - Valid | Epoch 62 | 16/20 | 2.57 it/sec | Loss 0.5851 | Reco 0.5851 | Nsdr 1.004
[2024-12-12 13:19:53,125][demucs.solver][INFO] - Valid | Epoch 62 | 17/20 | 2.65 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.010
[2024-12-12 13:19:53,303][demucs.solver][INFO] - Valid | Epoch 62 | 18/20 | 2.72 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.011
[2024-12-12 13:19:53,480][demucs.solver][INFO] - Valid | Epoch 62 | 19/20 | 2.79 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.015
[2024-12-12 13:19:53,804][demucs.solver][INFO] - Valid Summary | Epoch 62 | Loss=0.5547 | Reco=0.5547 | Nsdr=1.015 | Best=0.5516 | Bname=main
[2024-12-12 13:19:55,234][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:19:55,234][demucs.solver][INFO] - Training...
[2024-12-12 13:20:05,178][demucs.solver][INFO] - Train | Epoch 63 | 1/14 | 0.24 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0842
[2024-12-12 13:20:05,818][demucs.solver][INFO] - Train | Epoch 63 | 2/14 | 0.33 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0935
[2024-12-12 13:20:06,834][demucs.solver][INFO] - Train | Epoch 63 | 3/14 | 0.39 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.0752
[2024-12-12 13:20:07,469][demucs.solver][INFO] - Train | Epoch 63 | 4/14 | 0.46 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0772
[2024-12-12 13:20:08,104][demucs.solver][INFO] - Train | Epoch 63 | 5/14 | 0.52 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0672
[2024-12-12 13:20:08,733][demucs.solver][INFO] - Train | Epoch 63 | 6/14 | 0.58 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0661
[2024-12-12 13:20:09,366][demucs.solver][INFO] - Train | Epoch 63 | 7/14 | 0.63 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0654
[2024-12-12 13:20:09,999][demucs.solver][INFO] - Train | Epoch 63 | 8/14 | 0.68 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0623
[2024-12-12 13:20:10,627][demucs.solver][INFO] - Train | Epoch 63 | 9/14 | 0.72 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0601
[2024-12-12 13:20:11,252][demucs.solver][INFO] - Train | Epoch 63 | 10/14 | 0.75 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0586
[2024-12-12 13:20:11,884][demucs.solver][INFO] - Train | Epoch 63 | 11/14 | 0.79 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0588
[2024-12-12 13:20:12,519][demucs.solver][INFO] - Train | Epoch 63 | 12/14 | 0.82 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.0617
[2024-12-12 13:20:13,148][demucs.solver][INFO] - Train | Epoch 63 | 13/14 | 0.85 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0660
[2024-12-12 13:20:13,456][demucs.solver][INFO] - Train Summary | Epoch 63 | Loss=0.2539 | Reco=0.2539 | Grad=0.0660
[2024-12-12 13:20:13,457][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:20:13,457][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:20:16,825][demucs.solver][INFO] - Valid | Epoch 63 | 1/20 | 1.08 it/sec | Loss 0.5861 | Reco 0.5861 | Nsdr 1.049
[2024-12-12 13:20:17,669][demucs.solver][INFO] - Valid | Epoch 63 | 2/20 | 1.12 it/sec | Loss 0.4544 | Reco 0.4544 | Nsdr 1.103
[2024-12-12 13:20:18,457][demucs.solver][INFO] - Valid | Epoch 63 | 3/20 | 1.15 it/sec | Loss 0.5012 | Reco 0.5012 | Nsdr 1.111
[2024-12-12 13:20:18,939][demucs.solver][INFO] - Valid | Epoch 63 | 4/20 | 1.26 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.109
[2024-12-12 13:20:19,299][demucs.solver][INFO] - Valid | Epoch 63 | 5/20 | 1.39 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.094
[2024-12-12 13:20:19,521][demucs.solver][INFO] - Valid | Epoch 63 | 6/20 | 1.54 it/sec | Loss 0.5263 | Reco 0.5263 | Nsdr 1.082
[2024-12-12 13:20:19,804][demucs.solver][INFO] - Valid | Epoch 63 | 7/20 | 1.66 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.085
[2024-12-12 13:20:20,114][demucs.solver][INFO] - Valid | Epoch 63 | 8/20 | 1.75 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.080
[2024-12-12 13:20:20,384][demucs.solver][INFO] - Valid | Epoch 63 | 9/20 | 1.85 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.081
[2024-12-12 13:20:20,574][demucs.solver][INFO] - Valid | Epoch 63 | 10/20 | 1.97 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.065
[2024-12-12 13:20:20,780][demucs.solver][INFO] - Valid | Epoch 63 | 11/20 | 2.07 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.054
[2024-12-12 13:20:20,958][demucs.solver][INFO] - Valid | Epoch 63 | 12/20 | 2.17 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.033
[2024-12-12 13:20:21,160][demucs.solver][INFO] - Valid | Epoch 63 | 13/20 | 2.27 it/sec | Loss 0.5802 | Reco 0.5802 | Nsdr 1.028
[2024-12-12 13:20:21,324][demucs.solver][INFO] - Valid | Epoch 63 | 14/20 | 2.36 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.028
[2024-12-12 13:20:21,492][demucs.solver][INFO] - Valid | Epoch 63 | 15/20 | 2.46 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.029
[2024-12-12 13:20:21,689][demucs.solver][INFO] - Valid | Epoch 63 | 16/20 | 2.53 it/sec | Loss 0.5834 | Reco 0.5834 | Nsdr 1.029
[2024-12-12 13:20:21,864][demucs.solver][INFO] - Valid | Epoch 63 | 17/20 | 2.61 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.036
[2024-12-12 13:20:22,056][demucs.solver][INFO] - Valid | Epoch 63 | 18/20 | 2.69 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.037
[2024-12-12 13:20:22,248][demucs.solver][INFO] - Valid | Epoch 63 | 19/20 | 2.75 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.042
[2024-12-12 13:20:22,609][demucs.solver][INFO] - Valid Summary | Epoch 63 | Loss=0.5532 | Reco=0.5532 | Nsdr=1.042 | Best=0.5516 | Bname=main
[2024-12-12 13:20:23,943][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:20:23,943][demucs.solver][INFO] - Training...
[2024-12-12 13:20:35,109][demucs.solver][INFO] - Train | Epoch 64 | 1/14 | 0.21 it/sec | Loss 0.2242 | Reco 0.2242 | Grad 0.0462
[2024-12-12 13:20:35,743][demucs.solver][INFO] - Train | Epoch 64 | 2/14 | 0.29 it/sec | Loss 0.2242 | Reco 0.2242 | Grad 0.0638
[2024-12-12 13:20:36,382][demucs.solver][INFO] - Train | Epoch 64 | 3/14 | 0.36 it/sec | Loss 0.2253 | Reco 0.2253 | Grad 0.0639
[2024-12-12 13:20:37,014][demucs.solver][INFO] - Train | Epoch 64 | 4/14 | 0.43 it/sec | Loss 0.2327 | Reco 0.2327 | Grad 0.0536
[2024-12-12 13:20:37,646][demucs.solver][INFO] - Train | Epoch 64 | 5/14 | 0.49 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 0.0523
[2024-12-12 13:20:38,272][demucs.solver][INFO] - Train | Epoch 64 | 6/14 | 0.54 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.0632
[2024-12-12 13:20:38,904][demucs.solver][INFO] - Train | Epoch 64 | 7/14 | 0.59 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.0582
[2024-12-12 13:20:39,527][demucs.solver][INFO] - Train | Epoch 64 | 8/14 | 0.64 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 0.0539
[2024-12-12 13:20:40,150][demucs.solver][INFO] - Train | Epoch 64 | 9/14 | 0.68 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 0.0561
[2024-12-12 13:20:40,779][demucs.solver][INFO] - Train | Epoch 64 | 10/14 | 0.72 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 0.0547
[2024-12-12 13:20:41,410][demucs.solver][INFO] - Train | Epoch 64 | 11/14 | 0.75 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.0553
[2024-12-12 13:20:42,040][demucs.solver][INFO] - Train | Epoch 64 | 12/14 | 0.78 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.0566
[2024-12-12 13:20:42,672][demucs.solver][INFO] - Train | Epoch 64 | 13/14 | 0.81 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0578
[2024-12-12 13:20:43,066][demucs.solver][INFO] - Train Summary | Epoch 64 | Loss=0.2424 | Reco=0.2424 | Grad=0.0578
[2024-12-12 13:20:43,066][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:20:43,066][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:20:45,387][demucs.solver][INFO] - Valid | Epoch 64 | 1/20 | 3.30 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.082
[2024-12-12 13:20:45,597][demucs.solver][INFO] - Valid | Epoch 64 | 2/20 | 3.67 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.137
[2024-12-12 13:20:45,777][demucs.solver][INFO] - Valid | Epoch 64 | 3/20 | 4.01 it/sec | Loss 0.4985 | Reco 0.4985 | Nsdr 1.144
[2024-12-12 13:20:45,970][demucs.solver][INFO] - Valid | Epoch 64 | 4/20 | 4.21 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.143
[2024-12-12 13:20:46,173][demucs.solver][INFO] - Valid | Epoch 64 | 5/20 | 4.31 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.129
[2024-12-12 13:20:46,377][demucs.solver][INFO] - Valid | Epoch 64 | 6/20 | 4.39 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.116
[2024-12-12 13:20:46,579][demucs.solver][INFO] - Valid | Epoch 64 | 7/20 | 4.45 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.118
[2024-12-12 13:20:46,785][demucs.solver][INFO] - Valid | Epoch 64 | 8/20 | 4.49 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.114
[2024-12-12 13:20:46,977][demucs.solver][INFO] - Valid | Epoch 64 | 9/20 | 4.55 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.114
[2024-12-12 13:20:47,182][demucs.solver][INFO] - Valid | Epoch 64 | 10/20 | 4.58 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.098
[2024-12-12 13:20:47,387][demucs.solver][INFO] - Valid | Epoch 64 | 11/20 | 4.60 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.087
[2024-12-12 13:20:47,571][demucs.solver][INFO] - Valid | Epoch 64 | 12/20 | 4.66 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.064
[2024-12-12 13:20:47,737][demucs.solver][INFO] - Valid | Epoch 64 | 13/20 | 4.74 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.059
[2024-12-12 13:20:47,916][demucs.solver][INFO] - Valid | Epoch 64 | 14/20 | 4.79 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.059
[2024-12-12 13:20:48,109][demucs.solver][INFO] - Valid | Epoch 64 | 15/20 | 4.81 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.061
[2024-12-12 13:20:48,287][demucs.solver][INFO] - Valid | Epoch 64 | 16/20 | 4.85 it/sec | Loss 0.5809 | Reco 0.5809 | Nsdr 1.061
[2024-12-12 13:20:48,465][demucs.solver][INFO] - Valid | Epoch 64 | 17/20 | 4.89 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.068
[2024-12-12 13:20:48,653][demucs.solver][INFO] - Valid | Epoch 64 | 18/20 | 4.91 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.069
[2024-12-12 13:20:48,847][demucs.solver][INFO] - Valid | Epoch 64 | 19/20 | 4.92 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.074
[2024-12-12 13:20:49,174][demucs.solver][INFO] - Valid Summary | Epoch 64 | Loss=0.5507 | Reco=0.5507 | Nsdr=1.074 | Best=0.5507 | Bname=main
[2024-12-12 13:20:49,174][demucs.solver][INFO] - New best valid loss 0.5507
[2024-12-12 13:20:50,991][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:20:50,991][demucs.solver][INFO] - Training...
[2024-12-12 13:20:55,862][demucs.solver][INFO] - Train | Epoch 65 | 1/14 | 0.59 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 0.0843
[2024-12-12 13:20:59,869][demucs.solver][INFO] - Train | Epoch 65 | 2/14 | 0.41 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.0826
[2024-12-12 13:21:00,503][demucs.solver][INFO] - Train | Epoch 65 | 3/14 | 0.50 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0787
[2024-12-12 13:21:01,138][demucs.solver][INFO] - Train | Epoch 65 | 4/14 | 0.58 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.0672
[2024-12-12 13:21:01,778][demucs.solver][INFO] - Train | Epoch 65 | 5/14 | 0.65 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.0603
[2024-12-12 13:21:02,411][demucs.solver][INFO] - Train | Epoch 65 | 6/14 | 0.71 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0578
[2024-12-12 13:21:03,048][demucs.solver][INFO] - Train | Epoch 65 | 7/14 | 0.76 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0517
[2024-12-12 13:21:03,675][demucs.solver][INFO] - Train | Epoch 65 | 8/14 | 0.80 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0607
[2024-12-12 13:21:04,303][demucs.solver][INFO] - Train | Epoch 65 | 9/14 | 0.85 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0608
[2024-12-12 13:21:04,928][demucs.solver][INFO] - Train | Epoch 65 | 10/14 | 0.88 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0608
[2024-12-12 13:21:05,556][demucs.solver][INFO] - Train | Epoch 65 | 11/14 | 0.92 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0636
[2024-12-12 13:21:06,181][demucs.solver][INFO] - Train | Epoch 65 | 12/14 | 0.95 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0604
[2024-12-12 13:21:06,808][demucs.solver][INFO] - Train | Epoch 65 | 13/14 | 0.98 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0596
[2024-12-12 13:21:07,122][demucs.solver][INFO] - Train Summary | Epoch 65 | Loss=0.2522 | Reco=0.2522 | Grad=0.0596
[2024-12-12 13:21:07,123][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:21:07,123][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:21:09,176][demucs.solver][INFO] - Valid | Epoch 65 | 1/20 | 3.90 it/sec | Loss 0.5839 | Reco 0.5839 | Nsdr 1.079
[2024-12-12 13:21:09,359][demucs.solver][INFO] - Valid | Epoch 65 | 2/20 | 4.31 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.133
[2024-12-12 13:21:09,527][demucs.solver][INFO] - Valid | Epoch 65 | 3/20 | 4.63 it/sec | Loss 0.4986 | Reco 0.4986 | Nsdr 1.141
[2024-12-12 13:21:09,734][demucs.solver][INFO] - Valid | Epoch 65 | 4/20 | 4.67 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.139
[2024-12-12 13:21:09,926][demucs.solver][INFO] - Valid | Epoch 65 | 5/20 | 4.75 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.126
[2024-12-12 13:21:10,108][demucs.solver][INFO] - Valid | Epoch 65 | 6/20 | 4.85 it/sec | Loss 0.5239 | Reco 0.5239 | Nsdr 1.113
[2024-12-12 13:21:10,301][demucs.solver][INFO] - Valid | Epoch 65 | 7/20 | 4.88 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.116
[2024-12-12 13:21:10,470][demucs.solver][INFO] - Valid | Epoch 65 | 8/20 | 4.98 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.111
[2024-12-12 13:21:10,667][demucs.solver][INFO] - Valid | Epoch 65 | 9/20 | 4.99 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.112
[2024-12-12 13:21:10,848][demucs.solver][INFO] - Valid | Epoch 65 | 10/20 | 5.03 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.095
[2024-12-12 13:21:11,041][demucs.solver][INFO] - Valid | Epoch 65 | 11/20 | 5.05 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.084
[2024-12-12 13:21:11,218][demucs.solver][INFO] - Valid | Epoch 65 | 12/20 | 5.09 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.062
[2024-12-12 13:21:11,385][demucs.solver][INFO] - Valid | Epoch 65 | 13/20 | 5.14 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.057
[2024-12-12 13:21:11,553][demucs.solver][INFO] - Valid | Epoch 65 | 14/20 | 5.19 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.057
[2024-12-12 13:21:11,705][demucs.solver][INFO] - Valid | Epoch 65 | 15/20 | 5.26 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.059
[2024-12-12 13:21:11,857][demucs.solver][INFO] - Valid | Epoch 65 | 16/20 | 5.32 it/sec | Loss 0.5810 | Reco 0.5810 | Nsdr 1.059
[2024-12-12 13:21:12,010][demucs.solver][INFO] - Valid | Epoch 65 | 17/20 | 5.38 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.066
[2024-12-12 13:21:12,187][demucs.solver][INFO] - Valid | Epoch 65 | 18/20 | 5.39 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.067
[2024-12-12 13:21:12,364][demucs.solver][INFO] - Valid | Epoch 65 | 19/20 | 5.40 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.072
[2024-12-12 13:21:12,735][demucs.solver][INFO] - Valid Summary | Epoch 65 | Loss=0.5508 | Reco=0.5508 | Nsdr=1.072 | Best=0.5507 | Bname=main
[2024-12-12 13:21:14,150][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:21:14,150][demucs.solver][INFO] - Training...
[2024-12-12 13:21:19,719][demucs.solver][INFO] - Train | Epoch 66 | 1/14 | 0.52 it/sec | Loss 0.2695 | Reco 0.2695 | Grad 0.0349
[2024-12-12 13:21:21,907][demucs.solver][INFO] - Train | Epoch 66 | 2/14 | 0.50 it/sec | Loss 0.2676 | Reco 0.2676 | Grad 0.0412
[2024-12-12 13:21:22,555][demucs.solver][INFO] - Train | Epoch 66 | 3/14 | 0.60 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0382
[2024-12-12 13:21:23,203][demucs.solver][INFO] - Train | Epoch 66 | 4/14 | 0.68 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0330
[2024-12-12 13:21:23,844][demucs.solver][INFO] - Train | Epoch 66 | 5/14 | 0.75 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0510
[2024-12-12 13:21:24,480][demucs.solver][INFO] - Train | Epoch 66 | 6/14 | 0.81 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0595
[2024-12-12 13:21:25,127][demucs.solver][INFO] - Train | Epoch 66 | 7/14 | 0.86 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0603
[2024-12-12 13:21:25,766][demucs.solver][INFO] - Train | Epoch 66 | 8/14 | 0.91 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.0572
[2024-12-12 13:21:26,399][demucs.solver][INFO] - Train | Epoch 66 | 9/14 | 0.95 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0552
[2024-12-12 13:21:27,029][demucs.solver][INFO] - Train | Epoch 66 | 10/14 | 0.98 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0526
[2024-12-12 13:21:27,658][demucs.solver][INFO] - Train | Epoch 66 | 11/14 | 1.02 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0587
[2024-12-12 13:21:28,291][demucs.solver][INFO] - Train | Epoch 66 | 12/14 | 1.04 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0571
[2024-12-12 13:21:28,920][demucs.solver][INFO] - Train | Epoch 66 | 13/14 | 1.07 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0553
[2024-12-12 13:21:29,201][demucs.solver][INFO] - Train Summary | Epoch 66 | Loss=0.2506 | Reco=0.2506 | Grad=0.0553
[2024-12-12 13:21:29,201][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:21:29,201][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:21:31,554][demucs.solver][INFO] - Valid | Epoch 66 | 1/20 | 3.22 it/sec | Loss 0.5850 | Reco 0.5850 | Nsdr 1.062
[2024-12-12 13:21:31,714][demucs.solver][INFO] - Valid | Epoch 66 | 2/20 | 3.84 it/sec | Loss 0.4530 | Reco 0.4530 | Nsdr 1.115
[2024-12-12 13:21:31,908][demucs.solver][INFO] - Valid | Epoch 66 | 3/20 | 4.10 it/sec | Loss 0.4997 | Reco 0.4997 | Nsdr 1.121
[2024-12-12 13:21:32,088][demucs.solver][INFO] - Valid | Epoch 66 | 4/20 | 4.33 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.120
[2024-12-12 13:21:32,269][demucs.solver][INFO] - Valid | Epoch 66 | 5/20 | 4.49 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.108
[2024-12-12 13:21:32,424][demucs.solver][INFO] - Valid | Epoch 66 | 6/20 | 4.70 it/sec | Loss 0.5250 | Reco 0.5250 | Nsdr 1.096
[2024-12-12 13:21:32,606][demucs.solver][INFO] - Valid | Epoch 66 | 7/20 | 4.78 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.098
[2024-12-12 13:21:32,798][demucs.solver][INFO] - Valid | Epoch 66 | 8/20 | 4.83 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.094
[2024-12-12 13:21:32,980][demucs.solver][INFO] - Valid | Epoch 66 | 9/20 | 4.89 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.095
[2024-12-12 13:21:33,159][demucs.solver][INFO] - Valid | Epoch 66 | 10/20 | 4.94 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.078
[2024-12-12 13:21:33,339][demucs.solver][INFO] - Valid | Epoch 66 | 11/20 | 4.99 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.067
[2024-12-12 13:21:33,505][demucs.solver][INFO] - Valid | Epoch 66 | 12/20 | 5.05 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.046
[2024-12-12 13:21:33,700][demucs.solver][INFO] - Valid | Epoch 66 | 13/20 | 5.06 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 1.041
[2024-12-12 13:21:33,869][demucs.solver][INFO] - Valid | Epoch 66 | 14/20 | 5.11 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.041
[2024-12-12 13:21:34,062][demucs.solver][INFO] - Valid | Epoch 66 | 15/20 | 5.11 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.042
[2024-12-12 13:21:34,253][demucs.solver][INFO] - Valid | Epoch 66 | 16/20 | 5.12 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.043
[2024-12-12 13:21:34,405][demucs.solver][INFO] - Valid | Epoch 66 | 17/20 | 5.18 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.049
[2024-12-12 13:21:34,597][demucs.solver][INFO] - Valid | Epoch 66 | 18/20 | 5.19 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.050
[2024-12-12 13:21:34,762][demucs.solver][INFO] - Valid | Epoch 66 | 19/20 | 5.22 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.055
[2024-12-12 13:21:35,103][demucs.solver][INFO] - Valid Summary | Epoch 66 | Loss=0.5519 | Reco=0.5519 | Nsdr=1.055 | Best=0.5507 | Bname=main
[2024-12-12 13:21:36,554][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:21:36,555][demucs.solver][INFO] - Training...
[2024-12-12 13:21:46,710][demucs.solver][INFO] - Train | Epoch 67 | 1/14 | 0.24 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.0185
[2024-12-12 13:21:47,349][demucs.solver][INFO] - Train | Epoch 67 | 2/14 | 0.33 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.0318
[2024-12-12 13:21:47,989][demucs.solver][INFO] - Train | Epoch 67 | 3/14 | 0.41 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.0310
[2024-12-12 13:21:48,629][demucs.solver][INFO] - Train | Epoch 67 | 4/14 | 0.48 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0271
[2024-12-12 13:21:49,256][demucs.solver][INFO] - Train | Epoch 67 | 5/14 | 0.54 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.0290
[2024-12-12 13:21:49,883][demucs.solver][INFO] - Train | Epoch 67 | 6/14 | 0.60 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0313
[2024-12-12 13:21:50,513][demucs.solver][INFO] - Train | Epoch 67 | 7/14 | 0.65 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0289
[2024-12-12 13:21:51,139][demucs.solver][INFO] - Train | Epoch 67 | 8/14 | 0.70 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0362
[2024-12-12 13:21:51,764][demucs.solver][INFO] - Train | Epoch 67 | 9/14 | 0.74 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0364
[2024-12-12 13:21:52,392][demucs.solver][INFO] - Train | Epoch 67 | 10/14 | 0.78 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0354
[2024-12-12 13:21:53,020][demucs.solver][INFO] - Train | Epoch 67 | 11/14 | 0.81 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0345
[2024-12-12 13:21:53,647][demucs.solver][INFO] - Train | Epoch 67 | 12/14 | 0.84 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0384
[2024-12-12 13:21:54,273][demucs.solver][INFO] - Train | Epoch 67 | 13/14 | 0.87 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0397
[2024-12-12 13:21:54,555][demucs.solver][INFO] - Train Summary | Epoch 67 | Loss=0.2477 | Reco=0.2477 | Grad=0.0397
[2024-12-12 13:21:54,555][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:21:54,555][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:21:57,837][demucs.solver][INFO] - Valid | Epoch 67 | 1/20 | 1.31 it/sec | Loss 0.5851 | Reco 0.5851 | Nsdr 1.061
[2024-12-12 13:21:58,627][demucs.solver][INFO] - Valid | Epoch 67 | 2/20 | 1.30 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.113
[2024-12-12 13:21:59,411][demucs.solver][INFO] - Valid | Epoch 67 | 3/20 | 1.29 it/sec | Loss 0.5003 | Reco 0.5003 | Nsdr 1.120
[2024-12-12 13:22:00,239][demucs.solver][INFO] - Valid | Epoch 67 | 4/20 | 1.27 it/sec | Loss 0.5191 | Reco 0.5191 | Nsdr 1.118
[2024-12-12 13:22:01,072][demucs.solver][INFO] - Valid | Epoch 67 | 5/20 | 1.26 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.105
[2024-12-12 13:22:01,823][demucs.solver][INFO] - Valid | Epoch 67 | 6/20 | 1.27 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.094
[2024-12-12 13:22:02,020][demucs.solver][INFO] - Valid | Epoch 67 | 7/20 | 1.40 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.096
[2024-12-12 13:22:02,211][demucs.solver][INFO] - Valid | Epoch 67 | 8/20 | 1.53 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.092
[2024-12-12 13:22:02,379][demucs.solver][INFO] - Valid | Epoch 67 | 9/20 | 1.65 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.093
[2024-12-12 13:22:02,559][demucs.solver][INFO] - Valid | Epoch 67 | 10/20 | 1.76 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.077
[2024-12-12 13:22:02,737][demucs.solver][INFO] - Valid | Epoch 67 | 11/20 | 1.87 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.066
[2024-12-12 13:22:02,888][demucs.solver][INFO] - Valid | Epoch 67 | 12/20 | 1.98 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.045
[2024-12-12 13:22:03,080][demucs.solver][INFO] - Valid | Epoch 67 | 13/20 | 2.07 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.040
[2024-12-12 13:22:03,272][demucs.solver][INFO] - Valid | Epoch 67 | 14/20 | 2.15 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.040
[2024-12-12 13:22:03,452][demucs.solver][INFO] - Valid | Epoch 67 | 15/20 | 2.24 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.042
[2024-12-12 13:22:03,632][demucs.solver][INFO] - Valid | Epoch 67 | 16/20 | 2.32 it/sec | Loss 0.5823 | Reco 0.5823 | Nsdr 1.042
[2024-12-12 13:22:03,810][demucs.solver][INFO] - Valid | Epoch 67 | 17/20 | 2.40 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.049
[2024-12-12 13:22:03,986][demucs.solver][INFO] - Valid | Epoch 67 | 18/20 | 2.48 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.049
[2024-12-12 13:22:04,166][demucs.solver][INFO] - Valid | Epoch 67 | 19/20 | 2.55 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.054
[2024-12-12 13:22:04,516][demucs.solver][INFO] - Valid Summary | Epoch 67 | Loss=0.5521 | Reco=0.5521 | Nsdr=1.054 | Best=0.5507 | Bname=main
[2024-12-12 13:22:05,937][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:22:05,937][demucs.solver][INFO] - Training...
[2024-12-12 13:22:13,702][demucs.solver][INFO] - Train | Epoch 68 | 1/14 | 0.32 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0646
[2024-12-12 13:22:15,234][demucs.solver][INFO] - Train | Epoch 68 | 2/14 | 0.39 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0570
[2024-12-12 13:22:15,872][demucs.solver][INFO] - Train | Epoch 68 | 3/14 | 0.48 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.0578
[2024-12-12 13:22:16,508][demucs.solver][INFO] - Train | Epoch 68 | 4/14 | 0.56 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0617
[2024-12-12 13:22:17,143][demucs.solver][INFO] - Train | Epoch 68 | 5/14 | 0.62 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0647
[2024-12-12 13:22:17,780][demucs.solver][INFO] - Train | Epoch 68 | 6/14 | 0.68 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.0581
[2024-12-12 13:22:18,415][demucs.solver][INFO] - Train | Epoch 68 | 7/14 | 0.73 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0599
[2024-12-12 13:22:19,046][demucs.solver][INFO] - Train | Epoch 68 | 8/14 | 0.78 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.0551
[2024-12-12 13:22:19,676][demucs.solver][INFO] - Train | Epoch 68 | 9/14 | 0.82 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.0591
[2024-12-12 13:22:20,300][demucs.solver][INFO] - Train | Epoch 68 | 10/14 | 0.86 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0594
[2024-12-12 13:22:20,923][demucs.solver][INFO] - Train | Epoch 68 | 11/14 | 0.90 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.0577
[2024-12-12 13:22:21,550][demucs.solver][INFO] - Train | Epoch 68 | 12/14 | 0.93 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.0554
[2024-12-12 13:22:22,181][demucs.solver][INFO] - Train | Epoch 68 | 13/14 | 0.96 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0552
[2024-12-12 13:22:22,471][demucs.solver][INFO] - Train Summary | Epoch 68 | Loss=0.2535 | Reco=0.2535 | Grad=0.0552
[2024-12-12 13:22:22,471][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:22:22,471][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:22:24,593][demucs.solver][INFO] - Valid | Epoch 68 | 1/20 | 3.63 it/sec | Loss 0.5842 | Reco 0.5842 | Nsdr 1.073
[2024-12-12 13:22:24,788][demucs.solver][INFO] - Valid | Epoch 68 | 2/20 | 4.02 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 1.125
[2024-12-12 13:22:24,968][demucs.solver][INFO] - Valid | Epoch 68 | 3/20 | 4.32 it/sec | Loss 0.4991 | Reco 0.4991 | Nsdr 1.131
[2024-12-12 13:22:25,138][demucs.solver][INFO] - Valid | Epoch 68 | 4/20 | 4.56 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.130
[2024-12-12 13:22:25,345][demucs.solver][INFO] - Valid | Epoch 68 | 5/20 | 4.60 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.117
[2024-12-12 13:22:25,528][demucs.solver][INFO] - Valid | Epoch 68 | 6/20 | 4.71 it/sec | Loss 0.5243 | Reco 0.5243 | Nsdr 1.105
[2024-12-12 13:22:25,709][demucs.solver][INFO] - Valid | Epoch 68 | 7/20 | 4.80 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.107
[2024-12-12 13:22:25,906][demucs.solver][INFO] - Valid | Epoch 68 | 8/20 | 4.83 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.104
[2024-12-12 13:22:26,074][demucs.solver][INFO] - Valid | Epoch 68 | 9/20 | 4.92 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.104
[2024-12-12 13:22:26,230][demucs.solver][INFO] - Valid | Epoch 68 | 10/20 | 5.03 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.088
[2024-12-12 13:22:26,410][demucs.solver][INFO] - Valid | Epoch 68 | 11/20 | 5.07 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.077
[2024-12-12 13:22:26,590][demucs.solver][INFO] - Valid | Epoch 68 | 12/20 | 5.10 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.055
[2024-12-12 13:22:26,770][demucs.solver][INFO] - Valid | Epoch 68 | 13/20 | 5.13 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.051
[2024-12-12 13:22:26,956][demucs.solver][INFO] - Valid | Epoch 68 | 14/20 | 5.15 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.050
[2024-12-12 13:22:27,109][demucs.solver][INFO] - Valid | Epoch 68 | 15/20 | 5.22 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.052
[2024-12-12 13:22:27,291][demucs.solver][INFO] - Valid | Epoch 68 | 16/20 | 5.23 it/sec | Loss 0.5814 | Reco 0.5814 | Nsdr 1.053
[2024-12-12 13:22:27,485][demucs.solver][INFO] - Valid | Epoch 68 | 17/20 | 5.23 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.059
[2024-12-12 13:22:27,670][demucs.solver][INFO] - Valid | Epoch 68 | 18/20 | 5.24 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.060
[2024-12-12 13:22:27,853][demucs.solver][INFO] - Valid | Epoch 68 | 19/20 | 5.25 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.065
[2024-12-12 13:22:28,207][demucs.solver][INFO] - Valid Summary | Epoch 68 | Loss=0.5512 | Reco=0.5512 | Nsdr=1.065 | Best=0.5507 | Bname=main
[2024-12-12 13:22:29,564][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:22:29,564][demucs.solver][INFO] - Training...
[2024-12-12 13:22:40,232][demucs.solver][INFO] - Train | Epoch 69 | 1/14 | 0.22 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0576
[2024-12-12 13:22:40,865][demucs.solver][INFO] - Train | Epoch 69 | 2/14 | 0.31 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0518
[2024-12-12 13:22:41,498][demucs.solver][INFO] - Train | Epoch 69 | 3/14 | 0.38 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0471
[2024-12-12 13:22:42,136][demucs.solver][INFO] - Train | Epoch 69 | 4/14 | 0.45 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.0491
[2024-12-12 13:22:42,780][demucs.solver][INFO] - Train | Epoch 69 | 5/14 | 0.51 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.0484
[2024-12-12 13:22:43,408][demucs.solver][INFO] - Train | Epoch 69 | 6/14 | 0.57 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0505
[2024-12-12 13:22:44,039][demucs.solver][INFO] - Train | Epoch 69 | 7/14 | 0.62 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0535
[2024-12-12 13:22:44,667][demucs.solver][INFO] - Train | Epoch 69 | 8/14 | 0.66 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0507
[2024-12-12 13:22:45,292][demucs.solver][INFO] - Train | Epoch 69 | 9/14 | 0.70 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0486
[2024-12-12 13:22:45,920][demucs.solver][INFO] - Train | Epoch 69 | 10/14 | 0.74 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0500
[2024-12-12 13:22:46,546][demucs.solver][INFO] - Train | Epoch 69 | 11/14 | 0.78 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0524
[2024-12-12 13:22:47,173][demucs.solver][INFO] - Train | Epoch 69 | 12/14 | 0.81 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0521
[2024-12-12 13:22:47,799][demucs.solver][INFO] - Train | Epoch 69 | 13/14 | 0.84 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.0595
[2024-12-12 13:22:48,099][demucs.solver][INFO] - Train Summary | Epoch 69 | Loss=0.2556 | Reco=0.2556 | Grad=0.0595
[2024-12-12 13:22:48,100][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:22:48,100][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:22:50,093][demucs.solver][INFO] - Valid | Epoch 69 | 1/20 | 3.95 it/sec | Loss 0.5857 | Reco 0.5857 | Nsdr 1.053
[2024-12-12 13:22:50,277][demucs.solver][INFO] - Valid | Epoch 69 | 2/20 | 4.35 it/sec | Loss 0.4540 | Reco 0.4540 | Nsdr 1.103
[2024-12-12 13:22:50,459][demucs.solver][INFO] - Valid | Epoch 69 | 3/20 | 4.58 it/sec | Loss 0.5007 | Reco 0.5007 | Nsdr 1.111
[2024-12-12 13:22:50,640][demucs.solver][INFO] - Valid | Epoch 69 | 4/20 | 4.75 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.110
[2024-12-12 13:22:50,817][demucs.solver][INFO] - Valid | Epoch 69 | 5/20 | 4.88 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.097
[2024-12-12 13:22:51,009][demucs.solver][INFO] - Valid | Epoch 69 | 6/20 | 4.92 it/sec | Loss 0.5258 | Reco 0.5258 | Nsdr 1.085
[2024-12-12 13:22:51,177][demucs.solver][INFO] - Valid | Epoch 69 | 7/20 | 5.03 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.088
[2024-12-12 13:22:51,355][demucs.solver][INFO] - Valid | Epoch 69 | 8/20 | 5.09 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.084
[2024-12-12 13:22:51,558][demucs.solver][INFO] - Valid | Epoch 69 | 9/20 | 5.07 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.085
[2024-12-12 13:22:51,737][demucs.solver][INFO] - Valid | Epoch 69 | 10/20 | 5.11 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.068
[2024-12-12 13:22:51,919][demucs.solver][INFO] - Valid | Epoch 69 | 11/20 | 5.14 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.058
[2024-12-12 13:22:52,075][demucs.solver][INFO] - Valid | Epoch 69 | 12/20 | 5.22 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.037
[2024-12-12 13:22:52,245][demucs.solver][INFO] - Valid | Epoch 69 | 13/20 | 5.27 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.032
[2024-12-12 13:22:52,435][demucs.solver][INFO] - Valid | Epoch 69 | 14/20 | 5.27 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.031
[2024-12-12 13:22:52,615][demucs.solver][INFO] - Valid | Epoch 69 | 15/20 | 5.28 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.034
[2024-12-12 13:22:52,807][demucs.solver][INFO] - Valid | Epoch 69 | 16/20 | 5.28 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.034
[2024-12-12 13:22:52,974][demucs.solver][INFO] - Valid | Epoch 69 | 17/20 | 5.31 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.040
[2024-12-12 13:22:53,152][demucs.solver][INFO] - Valid | Epoch 69 | 18/20 | 5.33 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.041
[2024-12-12 13:22:53,321][demucs.solver][INFO] - Valid | Epoch 69 | 19/20 | 5.36 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.046
[2024-12-12 13:22:53,655][demucs.solver][INFO] - Valid Summary | Epoch 69 | Loss=0.5527 | Reco=0.5527 | Nsdr=1.046 | Best=0.5507 | Bname=main
[2024-12-12 13:22:55,103][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:22:55,103][demucs.solver][INFO] - Training...
[2024-12-12 13:23:01,512][demucs.solver][INFO] - Train | Epoch 70 | 1/14 | 0.42 it/sec | Loss 0.2668 | Reco 0.2668 | Grad 0.0679
[2024-12-12 13:23:02,179][demucs.solver][INFO] - Train | Epoch 70 | 2/14 | 0.55 it/sec | Loss 0.2638 | Reco 0.2638 | Grad 0.0588
[2024-12-12 13:23:03,058][demucs.solver][INFO] - Train | Epoch 70 | 3/14 | 0.64 it/sec | Loss 0.2670 | Reco 0.2670 | Grad 0.0640
[2024-12-12 13:23:03,700][demucs.solver][INFO] - Train | Epoch 70 | 4/14 | 0.72 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0638
[2024-12-12 13:23:06,900][demucs.solver][INFO] - Train | Epoch 70 | 5/14 | 0.59 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0776
[2024-12-12 13:23:07,537][demucs.solver][INFO] - Train | Epoch 70 | 6/14 | 0.65 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0765
[2024-12-12 13:23:08,174][demucs.solver][INFO] - Train | Epoch 70 | 7/14 | 0.70 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0732
[2024-12-12 13:23:08,811][demucs.solver][INFO] - Train | Epoch 70 | 8/14 | 0.75 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0746
[2024-12-12 13:23:09,448][demucs.solver][INFO] - Train | Epoch 70 | 9/14 | 0.79 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0692
[2024-12-12 13:23:10,082][demucs.solver][INFO] - Train | Epoch 70 | 10/14 | 0.83 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.0738
[2024-12-12 13:23:10,718][demucs.solver][INFO] - Train | Epoch 70 | 11/14 | 0.86 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.0706
[2024-12-12 13:23:11,351][demucs.solver][INFO] - Train | Epoch 70 | 12/14 | 0.89 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.0682
[2024-12-12 13:23:11,982][demucs.solver][INFO] - Train | Epoch 70 | 13/14 | 0.92 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0680
[2024-12-12 13:23:12,279][demucs.solver][INFO] - Train Summary | Epoch 70 | Loss=0.2462 | Reco=0.2462 | Grad=0.0680
[2024-12-12 13:23:12,279][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:23:12,279][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:23:14,303][demucs.solver][INFO] - Valid | Epoch 70 | 1/20 | 3.65 it/sec | Loss 0.5854 | Reco 0.5854 | Nsdr 1.056
[2024-12-12 13:23:14,518][demucs.solver][INFO] - Valid | Epoch 70 | 2/20 | 3.93 it/sec | Loss 0.4532 | Reco 0.4532 | Nsdr 1.106
[2024-12-12 13:23:14,726][demucs.solver][INFO] - Valid | Epoch 70 | 3/20 | 4.12 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.115
[2024-12-12 13:23:14,920][demucs.solver][INFO] - Valid | Epoch 70 | 4/20 | 4.29 it/sec | Loss 0.5189 | Reco 0.5189 | Nsdr 1.113
[2024-12-12 13:23:15,081][demucs.solver][INFO] - Valid | Epoch 70 | 5/20 | 4.52 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.100
[2024-12-12 13:23:15,281][demucs.solver][INFO] - Valid | Epoch 70 | 6/20 | 4.58 it/sec | Loss 0.5254 | Reco 0.5254 | Nsdr 1.088
[2024-12-12 13:23:15,463][demucs.solver][INFO] - Valid | Epoch 70 | 7/20 | 4.68 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.091
[2024-12-12 13:23:15,661][demucs.solver][INFO] - Valid | Epoch 70 | 8/20 | 4.72 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.087
[2024-12-12 13:23:15,858][demucs.solver][INFO] - Valid | Epoch 70 | 9/20 | 4.75 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.088
[2024-12-12 13:23:16,042][demucs.solver][INFO] - Valid | Epoch 70 | 10/20 | 4.81 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.071
[2024-12-12 13:23:16,235][demucs.solver][INFO] - Valid | Epoch 70 | 11/20 | 4.84 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.061
[2024-12-12 13:23:16,404][demucs.solver][INFO] - Valid | Epoch 70 | 12/20 | 4.90 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.040
[2024-12-12 13:23:16,582][demucs.solver][INFO] - Valid | Epoch 70 | 13/20 | 4.95 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.035
[2024-12-12 13:23:16,752][demucs.solver][INFO] - Valid | Epoch 70 | 14/20 | 5.00 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.035
[2024-12-12 13:23:16,945][demucs.solver][INFO] - Valid | Epoch 70 | 15/20 | 5.01 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.037
[2024-12-12 13:23:17,128][demucs.solver][INFO] - Valid | Epoch 70 | 16/20 | 5.04 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 1.037
[2024-12-12 13:23:17,318][demucs.solver][INFO] - Valid | Epoch 70 | 17/20 | 5.05 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.044
[2024-12-12 13:23:17,497][demucs.solver][INFO] - Valid | Epoch 70 | 18/20 | 5.08 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.044
[2024-12-12 13:23:17,676][demucs.solver][INFO] - Valid | Epoch 70 | 19/20 | 5.10 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.049
[2024-12-12 13:23:18,031][demucs.solver][INFO] - Valid Summary | Epoch 70 | Loss=0.5523 | Reco=0.5523 | Nsdr=1.049 | Best=0.5507 | Bname=main
[2024-12-12 13:23:19,436][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:23:19,437][demucs.solver][INFO] - Training...
[2024-12-12 13:23:30,546][demucs.solver][INFO] - Train | Epoch 71 | 1/14 | 0.21 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0884
[2024-12-12 13:23:31,189][demucs.solver][INFO] - Train | Epoch 71 | 2/14 | 0.29 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 0.0742
[2024-12-12 13:23:31,819][demucs.solver][INFO] - Train | Epoch 71 | 3/14 | 0.37 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.0641
[2024-12-12 13:23:32,454][demucs.solver][INFO] - Train | Epoch 71 | 4/14 | 0.44 it/sec | Loss 0.2289 | Reco 0.2289 | Grad 0.0660
[2024-12-12 13:23:33,089][demucs.solver][INFO] - Train | Epoch 71 | 5/14 | 0.49 it/sec | Loss 0.2342 | Reco 0.2342 | Grad 0.0602
[2024-12-12 13:23:33,714][demucs.solver][INFO] - Train | Epoch 71 | 6/14 | 0.55 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.0595
[2024-12-12 13:23:34,351][demucs.solver][INFO] - Train | Epoch 71 | 7/14 | 0.60 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.0570
[2024-12-12 13:23:34,976][demucs.solver][INFO] - Train | Epoch 71 | 8/14 | 0.64 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 0.0618
[2024-12-12 13:23:35,601][demucs.solver][INFO] - Train | Epoch 71 | 9/14 | 0.68 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 0.0598
[2024-12-12 13:23:36,233][demucs.solver][INFO] - Train | Epoch 71 | 10/14 | 0.72 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.0598
[2024-12-12 13:23:36,863][demucs.solver][INFO] - Train | Epoch 71 | 11/14 | 0.75 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.0612
[2024-12-12 13:23:37,493][demucs.solver][INFO] - Train | Epoch 71 | 12/14 | 0.79 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.0584
[2024-12-12 13:23:38,120][demucs.solver][INFO] - Train | Epoch 71 | 13/14 | 0.82 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0575
[2024-12-12 13:23:38,423][demucs.solver][INFO] - Train Summary | Epoch 71 | Loss=0.2455 | Reco=0.2455 | Grad=0.0575
[2024-12-12 13:23:38,423][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:23:38,423][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:23:41,030][demucs.solver][INFO] - Valid | Epoch 71 | 1/20 | 1.87 it/sec | Loss 0.5849 | Reco 0.5849 | Nsdr 1.063
[2024-12-12 13:23:41,359][demucs.solver][INFO] - Valid | Epoch 71 | 2/20 | 2.14 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.112
[2024-12-12 13:23:41,693][demucs.solver][INFO] - Valid | Epoch 71 | 3/20 | 2.31 it/sec | Loss 0.4996 | Reco 0.4996 | Nsdr 1.120
[2024-12-12 13:23:41,958][demucs.solver][INFO] - Valid | Epoch 71 | 4/20 | 2.50 it/sec | Loss 0.5185 | Reco 0.5185 | Nsdr 1.119
[2024-12-12 13:23:42,149][demucs.solver][INFO] - Valid | Epoch 71 | 5/20 | 2.74 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.107
[2024-12-12 13:23:42,329][demucs.solver][INFO] - Valid | Epoch 71 | 6/20 | 2.95 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.095
[2024-12-12 13:23:42,508][demucs.solver][INFO] - Valid | Epoch 71 | 7/20 | 3.14 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.098
[2024-12-12 13:23:42,688][demucs.solver][INFO] - Valid | Epoch 71 | 8/20 | 3.30 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.094
[2024-12-12 13:23:42,870][demucs.solver][INFO] - Valid | Epoch 71 | 9/20 | 3.44 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.095
[2024-12-12 13:23:43,067][demucs.solver][INFO] - Valid | Epoch 71 | 10/20 | 3.54 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.078
[2024-12-12 13:23:43,247][demucs.solver][INFO] - Valid | Epoch 71 | 11/20 | 3.65 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.068
[2024-12-12 13:23:43,429][demucs.solver][INFO] - Valid | Epoch 71 | 12/20 | 3.75 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.046
[2024-12-12 13:23:43,609][demucs.solver][INFO] - Valid | Epoch 71 | 13/20 | 3.84 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.042
[2024-12-12 13:23:43,788][demucs.solver][INFO] - Valid | Epoch 71 | 14/20 | 3.92 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.041
[2024-12-12 13:23:43,967][demucs.solver][INFO] - Valid | Epoch 71 | 15/20 | 3.99 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.043
[2024-12-12 13:23:44,146][demucs.solver][INFO] - Valid | Epoch 71 | 16/20 | 4.06 it/sec | Loss 0.5820 | Reco 0.5820 | Nsdr 1.043
[2024-12-12 13:23:44,339][demucs.solver][INFO] - Valid | Epoch 71 | 17/20 | 4.11 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.050
[2024-12-12 13:23:44,525][demucs.solver][INFO] - Valid | Epoch 71 | 18/20 | 4.16 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.050
[2024-12-12 13:23:44,691][demucs.solver][INFO] - Valid | Epoch 71 | 19/20 | 4.23 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.055
[2024-12-12 13:23:45,084][demucs.solver][INFO] - Valid Summary | Epoch 71 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.055 | Best=0.5507 | Bname=main
[2024-12-12 13:23:46,404][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:23:46,404][demucs.solver][INFO] - Training...
[2024-12-12 13:23:55,538][demucs.solver][INFO] - Train | Epoch 72 | 1/14 | 0.26 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.0542
[2024-12-12 13:23:56,263][demucs.solver][INFO] - Train | Epoch 72 | 2/14 | 0.36 it/sec | Loss 0.2611 | Reco 0.2611 | Grad 0.0538
[2024-12-12 13:23:56,941][demucs.solver][INFO] - Train | Epoch 72 | 3/14 | 0.44 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0483
[2024-12-12 13:23:57,721][demucs.solver][INFO] - Train | Epoch 72 | 4/14 | 0.51 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0530
[2024-12-12 13:23:58,428][demucs.solver][INFO] - Train | Epoch 72 | 5/14 | 0.57 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0496
[2024-12-12 13:23:59,183][demucs.solver][INFO] - Train | Epoch 72 | 6/14 | 0.62 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0510
[2024-12-12 13:23:59,850][demucs.solver][INFO] - Train | Epoch 72 | 7/14 | 0.67 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0471
[2024-12-12 13:24:00,535][demucs.solver][INFO] - Train | Epoch 72 | 8/14 | 0.71 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.0465
[2024-12-12 13:24:01,178][demucs.solver][INFO] - Train | Epoch 72 | 9/14 | 0.75 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0467
[2024-12-12 13:24:01,972][demucs.solver][INFO] - Train | Epoch 72 | 10/14 | 0.78 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0482
[2024-12-12 13:24:02,605][demucs.solver][INFO] - Train | Epoch 72 | 11/14 | 0.82 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0478
[2024-12-12 13:24:03,348][demucs.solver][INFO] - Train | Epoch 72 | 12/14 | 0.84 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0531
[2024-12-12 13:24:04,018][demucs.solver][INFO] - Train | Epoch 72 | 13/14 | 0.87 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0533
[2024-12-12 13:24:04,304][demucs.solver][INFO] - Train Summary | Epoch 72 | Loss=0.2512 | Reco=0.2512 | Grad=0.0533
[2024-12-12 13:24:04,305][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:24:04,305][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:24:06,449][demucs.solver][INFO] - Valid | Epoch 72 | 1/20 | 3.45 it/sec | Loss 0.5852 | Reco 0.5852 | Nsdr 1.059
[2024-12-12 13:24:06,637][demucs.solver][INFO] - Valid | Epoch 72 | 2/20 | 3.91 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.107
[2024-12-12 13:24:06,816][demucs.solver][INFO] - Valid | Epoch 72 | 3/20 | 4.23 it/sec | Loss 0.5000 | Reco 0.5000 | Nsdr 1.114
[2024-12-12 13:24:06,997][demucs.solver][INFO] - Valid | Epoch 72 | 4/20 | 4.43 it/sec | Loss 0.5190 | Reco 0.5190 | Nsdr 1.113
[2024-12-12 13:24:07,180][demucs.solver][INFO] - Valid | Epoch 72 | 5/20 | 4.58 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.101
[2024-12-12 13:24:07,361][demucs.solver][INFO] - Valid | Epoch 72 | 6/20 | 4.69 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.089
[2024-12-12 13:24:07,562][demucs.solver][INFO] - Valid | Epoch 72 | 7/20 | 4.73 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.092
[2024-12-12 13:24:07,774][demucs.solver][INFO] - Valid | Epoch 72 | 8/20 | 4.73 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.088
[2024-12-12 13:24:07,974][demucs.solver][INFO] - Valid | Epoch 72 | 9/20 | 4.75 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.089
[2024-12-12 13:24:08,155][demucs.solver][INFO] - Valid | Epoch 72 | 10/20 | 4.81 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.073
[2024-12-12 13:24:08,337][demucs.solver][INFO] - Valid | Epoch 72 | 11/20 | 4.86 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.062
[2024-12-12 13:24:08,529][demucs.solver][INFO] - Valid | Epoch 72 | 12/20 | 4.89 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.041
[2024-12-12 13:24:08,724][demucs.solver][INFO] - Valid | Epoch 72 | 13/20 | 4.90 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.036
[2024-12-12 13:24:08,918][demucs.solver][INFO] - Valid | Epoch 72 | 14/20 | 4.92 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.036
[2024-12-12 13:24:09,097][demucs.solver][INFO] - Valid | Epoch 72 | 15/20 | 4.96 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.038
[2024-12-12 13:24:09,276][demucs.solver][INFO] - Valid | Epoch 72 | 16/20 | 4.99 it/sec | Loss 0.5824 | Reco 0.5824 | Nsdr 1.038
[2024-12-12 13:24:09,447][demucs.solver][INFO] - Valid | Epoch 72 | 17/20 | 5.03 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.045
[2024-12-12 13:24:09,607][demucs.solver][INFO] - Valid | Epoch 72 | 18/20 | 5.08 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.045
[2024-12-12 13:24:09,788][demucs.solver][INFO] - Valid | Epoch 72 | 19/20 | 5.10 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.050
[2024-12-12 13:24:10,162][demucs.solver][INFO] - Valid Summary | Epoch 72 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.050 | Best=0.5507 | Bname=main
[2024-12-12 13:24:11,538][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:24:11,538][demucs.solver][INFO] - Training...
[2024-12-12 13:24:17,559][demucs.solver][INFO] - Train | Epoch 73 | 1/14 | 0.44 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 0.0529
[2024-12-12 13:24:18,213][demucs.solver][INFO] - Train | Epoch 73 | 2/14 | 0.58 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0417
[2024-12-12 13:24:20,354][demucs.solver][INFO] - Train | Epoch 73 | 3/14 | 0.55 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0481
[2024-12-12 13:24:20,998][demucs.solver][INFO] - Train | Epoch 73 | 4/14 | 0.63 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0514
[2024-12-12 13:24:21,637][demucs.solver][INFO] - Train | Epoch 73 | 5/14 | 0.70 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0512
[2024-12-12 13:24:22,274][demucs.solver][INFO] - Train | Epoch 73 | 6/14 | 0.76 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.0615
[2024-12-12 13:24:22,913][demucs.solver][INFO] - Train | Epoch 73 | 7/14 | 0.81 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0574
[2024-12-12 13:24:23,553][demucs.solver][INFO] - Train | Epoch 73 | 8/14 | 0.85 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0537
[2024-12-12 13:24:24,189][demucs.solver][INFO] - Train | Epoch 73 | 9/14 | 0.90 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0514
[2024-12-12 13:24:24,829][demucs.solver][INFO] - Train | Epoch 73 | 10/14 | 0.93 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0565
[2024-12-12 13:24:25,467][demucs.solver][INFO] - Train | Epoch 73 | 11/14 | 0.96 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0566
[2024-12-12 13:24:26,107][demucs.solver][INFO] - Train | Epoch 73 | 12/14 | 0.99 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0541
[2024-12-12 13:24:26,744][demucs.solver][INFO] - Train | Epoch 73 | 13/14 | 1.02 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.0575
[2024-12-12 13:24:27,030][demucs.solver][INFO] - Train Summary | Epoch 73 | Loss=0.2551 | Reco=0.2551 | Grad=0.0575
[2024-12-12 13:24:27,031][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:24:27,031][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:24:29,493][demucs.solver][INFO] - Valid | Epoch 73 | 1/20 | 2.09 it/sec | Loss 0.5868 | Reco 0.5868 | Nsdr 1.036
[2024-12-12 13:24:29,859][demucs.solver][INFO] - Valid | Epoch 73 | 2/20 | 2.27 it/sec | Loss 0.4545 | Reco 0.4545 | Nsdr 1.083
[2024-12-12 13:24:30,097][demucs.solver][INFO] - Valid | Epoch 73 | 3/20 | 2.56 it/sec | Loss 0.5013 | Reco 0.5013 | Nsdr 1.091
[2024-12-12 13:24:30,374][demucs.solver][INFO] - Valid | Epoch 73 | 4/20 | 2.72 it/sec | Loss 0.5204 | Reco 0.5204 | Nsdr 1.090
[2024-12-12 13:24:30,665][demucs.solver][INFO] - Valid | Epoch 73 | 5/20 | 2.82 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.078
[2024-12-12 13:24:30,853][demucs.solver][INFO] - Valid | Epoch 73 | 6/20 | 3.02 it/sec | Loss 0.5268 | Reco 0.5268 | Nsdr 1.067
[2024-12-12 13:24:31,093][demucs.solver][INFO] - Valid | Epoch 73 | 7/20 | 3.13 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.069
[2024-12-12 13:24:31,261][demucs.solver][INFO] - Valid | Epoch 73 | 8/20 | 3.30 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.065
[2024-12-12 13:24:31,445][demucs.solver][INFO] - Valid | Epoch 73 | 9/20 | 3.44 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.067
[2024-12-12 13:24:31,619][demucs.solver][INFO] - Valid | Epoch 73 | 10/20 | 3.57 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.050
[2024-12-12 13:24:31,800][demucs.solver][INFO] - Valid | Epoch 73 | 11/20 | 3.67 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.040
[2024-12-12 13:24:31,984][demucs.solver][INFO] - Valid | Epoch 73 | 12/20 | 3.77 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.020
[2024-12-12 13:24:32,155][demucs.solver][INFO] - Valid | Epoch 73 | 13/20 | 3.87 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.015
[2024-12-12 13:24:32,324][demucs.solver][INFO] - Valid | Epoch 73 | 14/20 | 3.96 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.015
[2024-12-12 13:24:32,490][demucs.solver][INFO] - Valid | Epoch 73 | 15/20 | 4.05 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.017
[2024-12-12 13:24:32,684][demucs.solver][INFO] - Valid | Epoch 73 | 16/20 | 4.10 it/sec | Loss 0.5840 | Reco 0.5840 | Nsdr 1.017
[2024-12-12 13:24:32,878][demucs.solver][INFO] - Valid | Epoch 73 | 17/20 | 4.14 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.023
[2024-12-12 13:24:33,058][demucs.solver][INFO] - Valid | Epoch 73 | 18/20 | 4.20 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.024
[2024-12-12 13:24:33,253][demucs.solver][INFO] - Valid | Epoch 73 | 19/20 | 4.24 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.028
[2024-12-12 13:24:34,428][demucs.solver][INFO] - Valid Summary | Epoch 73 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.028 | Best=0.5507 | Bname=main
[2024-12-12 13:24:35,866][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:24:35,867][demucs.solver][INFO] - Training...
[2024-12-12 13:24:41,212][demucs.solver][INFO] - Train | Epoch 74 | 1/14 | 0.54 it/sec | Loss 0.2795 | Reco 0.2795 | Grad 0.0590
[2024-12-12 13:24:43,614][demucs.solver][INFO] - Train | Epoch 74 | 2/14 | 0.49 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.0448
[2024-12-12 13:24:44,256][demucs.solver][INFO] - Train | Epoch 74 | 3/14 | 0.59 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 0.0390
[2024-12-12 13:24:44,901][demucs.solver][INFO] - Train | Epoch 74 | 4/14 | 0.67 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0364
[2024-12-12 13:24:45,539][demucs.solver][INFO] - Train | Epoch 74 | 5/14 | 0.75 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0444
[2024-12-12 13:24:46,182][demucs.solver][INFO] - Train | Epoch 74 | 6/14 | 0.80 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0456
[2024-12-12 13:24:46,820][demucs.solver][INFO] - Train | Epoch 74 | 7/14 | 0.86 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.0422
[2024-12-12 13:24:47,453][demucs.solver][INFO] - Train | Epoch 74 | 8/14 | 0.90 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.0404
[2024-12-12 13:24:48,080][demucs.solver][INFO] - Train | Epoch 74 | 9/14 | 0.94 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.0387
[2024-12-12 13:24:48,707][demucs.solver][INFO] - Train | Epoch 74 | 10/14 | 0.98 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0414
[2024-12-12 13:24:49,334][demucs.solver][INFO] - Train | Epoch 74 | 11/14 | 1.01 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.0436
[2024-12-12 13:24:49,965][demucs.solver][INFO] - Train | Epoch 74 | 12/14 | 1.04 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 0.0436
[2024-12-12 13:24:50,595][demucs.solver][INFO] - Train | Epoch 74 | 13/14 | 1.07 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0461
[2024-12-12 13:24:50,926][demucs.solver][INFO] - Train Summary | Epoch 74 | Loss=0.2558 | Reco=0.2558 | Grad=0.0461
[2024-12-12 13:24:50,927][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:24:50,927][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:24:53,464][demucs.solver][INFO] - Valid | Epoch 74 | 1/20 | 2.09 it/sec | Loss 0.5862 | Reco 0.5862 | Nsdr 1.045
[2024-12-12 13:24:53,719][demucs.solver][INFO] - Valid | Epoch 74 | 2/20 | 2.47 it/sec | Loss 0.4544 | Reco 0.4544 | Nsdr 1.092
[2024-12-12 13:24:54,007][demucs.solver][INFO] - Valid | Epoch 74 | 3/20 | 2.67 it/sec | Loss 0.5013 | Reco 0.5013 | Nsdr 1.100
[2024-12-12 13:24:54,364][demucs.solver][INFO] - Valid | Epoch 74 | 4/20 | 2.69 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.099
[2024-12-12 13:24:54,726][demucs.solver][INFO] - Valid | Epoch 74 | 5/20 | 2.70 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.086
[2024-12-12 13:24:55,146][demucs.solver][INFO] - Valid | Epoch 74 | 6/20 | 2.65 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.075
[2024-12-12 13:24:55,966][demucs.solver][INFO] - Valid | Epoch 74 | 7/20 | 2.31 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.078
[2024-12-12 13:24:56,637][demucs.solver][INFO] - Valid | Epoch 74 | 8/20 | 2.18 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.074
[2024-12-12 13:24:57,219][demucs.solver][INFO] - Valid | Epoch 74 | 9/20 | 2.12 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.075
[2024-12-12 13:24:57,592][demucs.solver][INFO] - Valid | Epoch 74 | 10/20 | 2.16 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.059
[2024-12-12 13:24:57,904][demucs.solver][INFO] - Valid | Epoch 74 | 11/20 | 2.22 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.049
[2024-12-12 13:24:58,303][demucs.solver][INFO] - Valid | Epoch 74 | 12/20 | 2.24 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.028
[2024-12-12 13:24:58,625][demucs.solver][INFO] - Valid | Epoch 74 | 13/20 | 2.29 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.023
[2024-12-12 13:24:58,952][demucs.solver][INFO] - Valid | Epoch 74 | 14/20 | 2.33 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.023
[2024-12-12 13:24:59,252][demucs.solver][INFO] - Valid | Epoch 74 | 15/20 | 2.37 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.025
[2024-12-12 13:24:59,454][demucs.solver][INFO] - Valid | Epoch 74 | 16/20 | 2.45 it/sec | Loss 0.5835 | Reco 0.5835 | Nsdr 1.025
[2024-12-12 13:24:59,631][demucs.solver][INFO] - Valid | Epoch 74 | 17/20 | 2.53 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.031
[2024-12-12 13:24:59,799][demucs.solver][INFO] - Valid | Epoch 74 | 18/20 | 2.61 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.032
[2024-12-12 13:24:59,952][demucs.solver][INFO] - Valid | Epoch 74 | 19/20 | 2.69 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.036
[2024-12-12 13:25:00,369][demucs.solver][INFO] - Valid Summary | Epoch 74 | Loss=0.5533 | Reco=0.5533 | Nsdr=1.036 | Best=0.5507 | Bname=main
[2024-12-12 13:25:01,696][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:25:01,696][demucs.solver][INFO] - Training...
[2024-12-12 13:25:08,535][demucs.solver][INFO] - Train | Epoch 75 | 1/14 | 0.38 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 0.0926
[2024-12-12 13:25:10,588][demucs.solver][INFO] - Train | Epoch 75 | 2/14 | 0.41 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0684
[2024-12-12 13:25:11,229][demucs.solver][INFO] - Train | Epoch 75 | 3/14 | 0.51 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0752
[2024-12-12 13:25:11,876][demucs.solver][INFO] - Train | Epoch 75 | 4/14 | 0.59 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.0833
[2024-12-12 13:25:12,524][demucs.solver][INFO] - Train | Epoch 75 | 5/14 | 0.65 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0831
[2024-12-12 13:25:13,161][demucs.solver][INFO] - Train | Epoch 75 | 6/14 | 0.71 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0737
[2024-12-12 13:25:13,810][demucs.solver][INFO] - Train | Epoch 75 | 7/14 | 0.76 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0672
[2024-12-12 13:25:14,447][demucs.solver][INFO] - Train | Epoch 75 | 8/14 | 0.81 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.0690
[2024-12-12 13:25:15,079][demucs.solver][INFO] - Train | Epoch 75 | 9/14 | 0.85 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.0723
[2024-12-12 13:25:15,731][demucs.solver][INFO] - Train | Epoch 75 | 10/14 | 0.89 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0726
[2024-12-12 13:25:16,367][demucs.solver][INFO] - Train | Epoch 75 | 11/14 | 0.92 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0690
[2024-12-12 13:25:17,004][demucs.solver][INFO] - Train | Epoch 75 | 12/14 | 0.95 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0691
[2024-12-12 13:25:17,679][demucs.solver][INFO] - Train | Epoch 75 | 13/14 | 0.98 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0681
[2024-12-12 13:25:17,961][demucs.solver][INFO] - Train Summary | Epoch 75 | Loss=0.2529 | Reco=0.2529 | Grad=0.0681
[2024-12-12 13:25:17,961][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:25:17,961][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:25:20,095][demucs.solver][INFO] - Valid | Epoch 75 | 1/20 | 3.49 it/sec | Loss 0.5866 | Reco 0.5866 | Nsdr 1.039
[2024-12-12 13:25:20,291][demucs.solver][INFO] - Valid | Epoch 75 | 2/20 | 3.90 it/sec | Loss 0.4543 | Reco 0.4543 | Nsdr 1.084
[2024-12-12 13:25:20,502][demucs.solver][INFO] - Valid | Epoch 75 | 3/20 | 4.08 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.093
[2024-12-12 13:25:20,710][demucs.solver][INFO] - Valid | Epoch 75 | 4/20 | 4.21 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.092
[2024-12-12 13:25:21,132][demucs.solver][INFO] - Valid | Epoch 75 | 5/20 | 3.72 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.080
[2024-12-12 13:25:21,624][demucs.solver][INFO] - Valid | Epoch 75 | 6/20 | 3.33 it/sec | Loss 0.5266 | Reco 0.5266 | Nsdr 1.069
[2024-12-12 13:25:22,045][demucs.solver][INFO] - Valid | Epoch 75 | 7/20 | 3.17 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.072
[2024-12-12 13:25:22,503][demucs.solver][INFO] - Valid | Epoch 75 | 8/20 | 3.02 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.068
[2024-12-12 13:25:22,916][demucs.solver][INFO] - Valid | Epoch 75 | 9/20 | 2.95 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.069
[2024-12-12 13:25:23,146][demucs.solver][INFO] - Valid | Epoch 75 | 10/20 | 3.03 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.053
[2024-12-12 13:25:23,457][demucs.solver][INFO] - Valid | Epoch 75 | 11/20 | 3.05 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.043
[2024-12-12 13:25:23,704][demucs.solver][INFO] - Valid | Epoch 75 | 12/20 | 3.11 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.022
[2024-12-12 13:25:23,905][demucs.solver][INFO] - Valid | Epoch 75 | 13/20 | 3.19 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.018
[2024-12-12 13:25:24,084][demucs.solver][INFO] - Valid | Epoch 75 | 14/20 | 3.29 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.018
[2024-12-12 13:25:24,250][demucs.solver][INFO] - Valid | Epoch 75 | 15/20 | 3.38 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.020
[2024-12-12 13:25:24,438][demucs.solver][INFO] - Valid | Epoch 75 | 16/20 | 3.46 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.020
[2024-12-12 13:25:24,616][demucs.solver][INFO] - Valid | Epoch 75 | 17/20 | 3.53 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.026
[2024-12-12 13:25:24,811][demucs.solver][INFO] - Valid | Epoch 75 | 18/20 | 3.59 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.026
[2024-12-12 13:25:25,006][demucs.solver][INFO] - Valid | Epoch 75 | 19/20 | 3.65 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.031
[2024-12-12 13:25:25,383][demucs.solver][INFO] - Valid Summary | Epoch 75 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.031 | Best=0.5507 | Bname=main
[2024-12-12 13:25:26,834][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:25:26,834][demucs.solver][INFO] - Training...
[2024-12-12 13:25:36,588][demucs.solver][INFO] - Train | Epoch 76 | 1/14 | 0.25 it/sec | Loss 0.2262 | Reco 0.2262 | Grad 0.0189
[2024-12-12 13:25:37,241][demucs.solver][INFO] - Train | Epoch 76 | 2/14 | 0.34 it/sec | Loss 0.2255 | Reco 0.2255 | Grad 0.0362
[2024-12-12 13:25:37,977][demucs.solver][INFO] - Train | Epoch 76 | 3/14 | 0.42 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 0.0476
[2024-12-12 13:25:38,610][demucs.solver][INFO] - Train | Epoch 76 | 4/14 | 0.49 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0467
[2024-12-12 13:25:39,250][demucs.solver][INFO] - Train | Epoch 76 | 5/14 | 0.56 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0412
[2024-12-12 13:25:39,890][demucs.solver][INFO] - Train | Epoch 76 | 6/14 | 0.61 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0484
[2024-12-12 13:25:40,525][demucs.solver][INFO] - Train | Epoch 76 | 7/14 | 0.66 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0456
[2024-12-12 13:25:41,160][demucs.solver][INFO] - Train | Epoch 76 | 8/14 | 0.71 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0484
[2024-12-12 13:25:41,795][demucs.solver][INFO] - Train | Epoch 76 | 9/14 | 0.75 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0493
[2024-12-12 13:25:42,434][demucs.solver][INFO] - Train | Epoch 76 | 10/14 | 0.79 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0501
[2024-12-12 13:25:43,072][demucs.solver][INFO] - Train | Epoch 76 | 11/14 | 0.82 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.0504
[2024-12-12 13:25:43,709][demucs.solver][INFO] - Train | Epoch 76 | 12/14 | 0.85 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.0569
[2024-12-12 13:25:44,648][demucs.solver][INFO] - Train | Epoch 76 | 13/14 | 0.87 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 0.0539
[2024-12-12 13:25:44,957][demucs.solver][INFO] - Train Summary | Epoch 76 | Loss=0.2395 | Reco=0.2395 | Grad=0.0539
[2024-12-12 13:25:44,958][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:25:44,958][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:25:47,161][demucs.solver][INFO] - Valid | Epoch 76 | 1/20 | 3.87 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.065
[2024-12-12 13:25:47,375][demucs.solver][INFO] - Valid | Epoch 76 | 2/20 | 4.10 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.114
[2024-12-12 13:25:47,544][demucs.solver][INFO] - Valid | Epoch 76 | 3/20 | 4.44 it/sec | Loss 0.4995 | Reco 0.4995 | Nsdr 1.122
[2024-12-12 13:25:47,727][demucs.solver][INFO] - Valid | Epoch 76 | 4/20 | 4.62 it/sec | Loss 0.5184 | Reco 0.5184 | Nsdr 1.121
[2024-12-12 13:25:47,881][demucs.solver][INFO] - Valid | Epoch 76 | 5/20 | 4.85 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.108
[2024-12-12 13:25:48,048][demucs.solver][INFO] - Valid | Epoch 76 | 6/20 | 4.99 it/sec | Loss 0.5248 | Reco 0.5248 | Nsdr 1.097
[2024-12-12 13:25:48,231][demucs.solver][INFO] - Valid | Epoch 76 | 7/20 | 5.04 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.099
[2024-12-12 13:25:48,409][demucs.solver][INFO] - Valid | Epoch 76 | 8/20 | 5.10 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.096
[2024-12-12 13:25:48,590][demucs.solver][INFO] - Valid | Epoch 76 | 9/20 | 5.14 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.097
[2024-12-12 13:25:48,778][demucs.solver][INFO] - Valid | Epoch 76 | 10/20 | 5.15 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.080
[2024-12-12 13:25:48,975][demucs.solver][INFO] - Valid | Epoch 76 | 11/20 | 5.15 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.069
[2024-12-12 13:25:49,160][demucs.solver][INFO] - Valid | Epoch 76 | 12/20 | 5.17 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.048
[2024-12-12 13:25:49,326][demucs.solver][INFO] - Valid | Epoch 76 | 13/20 | 5.22 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.044
[2024-12-12 13:25:49,506][demucs.solver][INFO] - Valid | Epoch 76 | 14/20 | 5.24 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.043
[2024-12-12 13:25:49,702][demucs.solver][INFO] - Valid | Epoch 76 | 15/20 | 5.23 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.045
[2024-12-12 13:25:49,869][demucs.solver][INFO] - Valid | Epoch 76 | 16/20 | 5.27 it/sec | Loss 0.5819 | Reco 0.5819 | Nsdr 1.045
[2024-12-12 13:25:50,047][demucs.solver][INFO] - Valid | Epoch 76 | 17/20 | 5.29 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.052
[2024-12-12 13:25:50,240][demucs.solver][INFO] - Valid | Epoch 76 | 18/20 | 5.28 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.052
[2024-12-12 13:25:50,423][demucs.solver][INFO] - Valid | Epoch 76 | 19/20 | 5.29 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.057
[2024-12-12 13:25:50,782][demucs.solver][INFO] - Valid Summary | Epoch 76 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.057 | Best=0.5507 | Bname=main
[2024-12-12 13:25:52,120][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:25:52,120][demucs.solver][INFO] - Training...
[2024-12-12 13:25:58,557][demucs.solver][INFO] - Train | Epoch 77 | 1/14 | 0.42 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 0.0761
[2024-12-12 13:25:59,236][demucs.solver][INFO] - Train | Epoch 77 | 2/14 | 0.55 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0600
[2024-12-12 13:25:59,978][demucs.solver][INFO] - Train | Epoch 77 | 3/14 | 0.65 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.0556
[2024-12-12 13:26:00,623][demucs.solver][INFO] - Train | Epoch 77 | 4/14 | 0.73 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0498
[2024-12-12 13:26:01,269][demucs.solver][INFO] - Train | Epoch 77 | 5/14 | 0.81 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.0474
[2024-12-12 13:26:01,913][demucs.solver][INFO] - Train | Epoch 77 | 6/14 | 0.86 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0440
[2024-12-12 13:26:02,554][demucs.solver][INFO] - Train | Epoch 77 | 7/14 | 0.92 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.0424
[2024-12-12 13:26:03,201][demucs.solver][INFO] - Train | Epoch 77 | 8/14 | 0.96 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0435
[2024-12-12 13:26:03,838][demucs.solver][INFO] - Train | Epoch 77 | 9/14 | 1.00 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.0435
[2024-12-12 13:26:04,478][demucs.solver][INFO] - Train | Epoch 77 | 10/14 | 1.03 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0500
[2024-12-12 13:26:05,109][demucs.solver][INFO] - Train | Epoch 77 | 11/14 | 1.06 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0527
[2024-12-12 13:26:05,737][demucs.solver][INFO] - Train | Epoch 77 | 12/14 | 1.09 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0544
[2024-12-12 13:26:06,366][demucs.solver][INFO] - Train | Epoch 77 | 13/14 | 1.12 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0532
[2024-12-12 13:26:06,669][demucs.solver][INFO] - Train Summary | Epoch 77 | Loss=0.2509 | Reco=0.2509 | Grad=0.0532
[2024-12-12 13:26:06,669][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:26:06,670][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:26:08,948][demucs.solver][INFO] - Valid | Epoch 77 | 1/20 | 3.38 it/sec | Loss 0.5864 | Reco 0.5864 | Nsdr 1.042
[2024-12-12 13:26:09,143][demucs.solver][INFO] - Valid | Epoch 77 | 2/20 | 3.82 it/sec | Loss 0.4543 | Reco 0.4543 | Nsdr 1.087
[2024-12-12 13:26:09,298][demucs.solver][INFO] - Valid | Epoch 77 | 3/20 | 4.25 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.095
[2024-12-12 13:26:09,473][demucs.solver][INFO] - Valid | Epoch 77 | 4/20 | 4.48 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.094
[2024-12-12 13:26:09,626][demucs.solver][INFO] - Valid | Epoch 77 | 5/20 | 4.73 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.082
[2024-12-12 13:26:09,811][demucs.solver][INFO] - Valid | Epoch 77 | 6/20 | 4.82 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.071
[2024-12-12 13:26:09,994][demucs.solver][INFO] - Valid | Epoch 77 | 7/20 | 4.89 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.074
[2024-12-12 13:26:10,146][demucs.solver][INFO] - Valid | Epoch 77 | 8/20 | 5.03 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.070
[2024-12-12 13:26:10,326][demucs.solver][INFO] - Valid | Epoch 77 | 9/20 | 5.08 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.071
[2024-12-12 13:26:10,476][demucs.solver][INFO] - Valid | Epoch 77 | 10/20 | 5.19 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.055
[2024-12-12 13:26:10,643][demucs.solver][INFO] - Valid | Epoch 77 | 11/20 | 5.25 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.045
[2024-12-12 13:26:10,836][demucs.solver][INFO] - Valid | Epoch 77 | 12/20 | 5.24 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.024
[2024-12-12 13:26:11,002][demucs.solver][INFO] - Valid | Epoch 77 | 13/20 | 5.29 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.019
[2024-12-12 13:26:11,172][demucs.solver][INFO] - Valid | Epoch 77 | 14/20 | 5.33 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.019
[2024-12-12 13:26:11,352][demucs.solver][INFO] - Valid | Epoch 77 | 15/20 | 5.34 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.021
[2024-12-12 13:26:11,534][demucs.solver][INFO] - Valid | Epoch 77 | 16/20 | 5.35 it/sec | Loss 0.5836 | Reco 0.5836 | Nsdr 1.021
[2024-12-12 13:26:11,725][demucs.solver][INFO] - Valid | Epoch 77 | 17/20 | 5.34 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.027
[2024-12-12 13:26:11,919][demucs.solver][INFO] - Valid | Epoch 77 | 18/20 | 5.33 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.028
[2024-12-12 13:26:12,084][demucs.solver][INFO] - Valid | Epoch 77 | 19/20 | 5.37 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.032
[2024-12-12 13:26:12,464][demucs.solver][INFO] - Valid Summary | Epoch 77 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.032 | Best=0.5507 | Bname=main
[2024-12-12 13:26:13,770][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:26:13,770][demucs.solver][INFO] - Training...
[2024-12-12 13:26:22,044][demucs.solver][INFO] - Train | Epoch 78 | 1/14 | 0.30 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0505
[2024-12-12 13:26:22,945][demucs.solver][INFO] - Train | Epoch 78 | 2/14 | 0.40 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0390
[2024-12-12 13:26:23,620][demucs.solver][INFO] - Train | Epoch 78 | 3/14 | 0.49 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.0354
[2024-12-12 13:26:24,272][demucs.solver][INFO] - Train | Epoch 78 | 4/14 | 0.56 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0377
[2024-12-12 13:26:24,925][demucs.solver][INFO] - Train | Epoch 78 | 5/14 | 0.63 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.0382
[2024-12-12 13:26:25,565][demucs.solver][INFO] - Train | Epoch 78 | 6/14 | 0.69 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.0367
[2024-12-12 13:26:26,211][demucs.solver][INFO] - Train | Epoch 78 | 7/14 | 0.74 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0361
[2024-12-12 13:26:26,856][demucs.solver][INFO] - Train | Epoch 78 | 8/14 | 0.78 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0403
[2024-12-12 13:26:27,529][demucs.solver][INFO] - Train | Epoch 78 | 9/14 | 0.82 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0389
[2024-12-12 13:26:28,171][demucs.solver][INFO] - Train | Epoch 78 | 10/14 | 0.86 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0373
[2024-12-12 13:26:28,811][demucs.solver][INFO] - Train | Epoch 78 | 11/14 | 0.89 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0377
[2024-12-12 13:26:30,258][demucs.solver][INFO] - Train | Epoch 78 | 12/14 | 0.87 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0384
[2024-12-12 13:26:30,941][demucs.solver][INFO] - Train | Epoch 78 | 13/14 | 0.90 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.0370
[2024-12-12 13:26:31,250][demucs.solver][INFO] - Train Summary | Epoch 78 | Loss=0.2451 | Reco=0.2451 | Grad=0.0370
[2024-12-12 13:26:31,250][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:26:31,250][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:26:33,662][demucs.solver][INFO] - Valid | Epoch 78 | 1/20 | 2.45 it/sec | Loss 0.5855 | Reco 0.5855 | Nsdr 1.055
[2024-12-12 13:26:33,986][demucs.solver][INFO] - Valid | Epoch 78 | 2/20 | 2.63 it/sec | Loss 0.4535 | Reco 0.4535 | Nsdr 1.101
[2024-12-12 13:26:34,310][demucs.solver][INFO] - Valid | Epoch 78 | 3/20 | 2.73 it/sec | Loss 0.5003 | Reco 0.5003 | Nsdr 1.110
[2024-12-12 13:26:34,583][demucs.solver][INFO] - Valid | Epoch 78 | 4/20 | 2.88 it/sec | Loss 0.5192 | Reco 0.5192 | Nsdr 1.109
[2024-12-12 13:26:34,880][demucs.solver][INFO] - Valid | Epoch 78 | 5/20 | 2.95 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.096
[2024-12-12 13:26:35,191][demucs.solver][INFO] - Valid | Epoch 78 | 6/20 | 2.98 it/sec | Loss 0.5256 | Reco 0.5256 | Nsdr 1.085
[2024-12-12 13:26:35,372][demucs.solver][INFO] - Valid | Epoch 78 | 7/20 | 3.17 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.088
[2024-12-12 13:26:35,715][demucs.solver][INFO] - Valid | Epoch 78 | 8/20 | 3.14 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.084
[2024-12-12 13:26:35,952][demucs.solver][INFO] - Valid | Epoch 78 | 9/20 | 3.22 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.085
[2024-12-12 13:26:36,252][demucs.solver][INFO] - Valid | Epoch 78 | 10/20 | 3.23 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.068
[2024-12-12 13:26:36,525][demucs.solver][INFO] - Valid | Epoch 78 | 11/20 | 3.26 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.058
[2024-12-12 13:26:36,811][demucs.solver][INFO] - Valid | Epoch 78 | 12/20 | 3.28 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.037
[2024-12-12 13:26:37,090][demucs.solver][INFO] - Valid | Epoch 78 | 13/20 | 3.30 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.032
[2024-12-12 13:26:37,254][demucs.solver][INFO] - Valid | Epoch 78 | 14/20 | 3.40 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.032
[2024-12-12 13:26:37,407][demucs.solver][INFO] - Valid | Epoch 78 | 15/20 | 3.51 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.034
[2024-12-12 13:26:37,557][demucs.solver][INFO] - Valid | Epoch 78 | 16/20 | 3.61 it/sec | Loss 0.5827 | Reco 0.5827 | Nsdr 1.034
[2024-12-12 13:26:37,749][demucs.solver][INFO] - Valid | Epoch 78 | 17/20 | 3.67 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.041
[2024-12-12 13:26:37,942][demucs.solver][INFO] - Valid | Epoch 78 | 18/20 | 3.73 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.041
[2024-12-12 13:26:38,121][demucs.solver][INFO] - Valid | Epoch 78 | 19/20 | 3.79 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.046
[2024-12-12 13:26:38,750][demucs.solver][INFO] - Valid Summary | Epoch 78 | Loss=0.5525 | Reco=0.5525 | Nsdr=1.046 | Best=0.5507 | Bname=main
[2024-12-12 13:26:40,093][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:26:40,093][demucs.solver][INFO] - Training...
[2024-12-12 13:26:47,196][demucs.solver][INFO] - Train | Epoch 79 | 1/14 | 0.36 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.0313
[2024-12-12 13:26:52,748][demucs.solver][INFO] - Train | Epoch 79 | 2/14 | 0.27 it/sec | Loss 0.2327 | Reco 0.2327 | Grad 0.0250
[2024-12-12 13:26:53,382][demucs.solver][INFO] - Train | Epoch 79 | 3/14 | 0.34 it/sec | Loss 0.2294 | Reco 0.2294 | Grad 0.0230
[2024-12-12 13:26:54,025][demucs.solver][INFO] - Train | Epoch 79 | 4/14 | 0.40 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 0.0318
[2024-12-12 13:26:54,652][demucs.solver][INFO] - Train | Epoch 79 | 5/14 | 0.46 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 0.0418
[2024-12-12 13:26:55,281][demucs.solver][INFO] - Train | Epoch 79 | 6/14 | 0.51 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0384
[2024-12-12 13:26:55,911][demucs.solver][INFO] - Train | Epoch 79 | 7/14 | 0.56 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0418
[2024-12-12 13:26:56,542][demucs.solver][INFO] - Train | Epoch 79 | 8/14 | 0.60 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0455
[2024-12-12 13:26:57,174][demucs.solver][INFO] - Train | Epoch 79 | 9/14 | 0.64 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0430
[2024-12-12 13:26:57,801][demucs.solver][INFO] - Train | Epoch 79 | 10/14 | 0.68 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0417
[2024-12-12 13:26:58,432][demucs.solver][INFO] - Train | Epoch 79 | 11/14 | 0.71 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0428
[2024-12-12 13:26:59,063][demucs.solver][INFO] - Train | Epoch 79 | 12/14 | 0.75 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0446
[2024-12-12 13:26:59,693][demucs.solver][INFO] - Train | Epoch 79 | 13/14 | 0.78 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0499
[2024-12-12 13:27:00,005][demucs.solver][INFO] - Train Summary | Epoch 79 | Loss=0.2526 | Reco=0.2526 | Grad=0.0499
[2024-12-12 13:27:00,006][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:27:00,006][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:27:02,321][demucs.solver][INFO] - Valid | Epoch 79 | 1/20 | 2.52 it/sec | Loss 0.5854 | Reco 0.5854 | Nsdr 1.057
[2024-12-12 13:27:02,505][demucs.solver][INFO] - Valid | Epoch 79 | 2/20 | 3.07 it/sec | Loss 0.4532 | Reco 0.4532 | Nsdr 1.105
[2024-12-12 13:27:02,686][demucs.solver][INFO] - Valid | Epoch 79 | 3/20 | 3.45 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.113
[2024-12-12 13:27:02,868][demucs.solver][INFO] - Valid | Epoch 79 | 4/20 | 3.73 it/sec | Loss 0.5189 | Reco 0.5189 | Nsdr 1.112
[2024-12-12 13:27:03,050][demucs.solver][INFO] - Valid | Epoch 79 | 5/20 | 3.94 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.100
[2024-12-12 13:27:03,218][demucs.solver][INFO] - Valid | Epoch 79 | 6/20 | 4.14 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.089
[2024-12-12 13:27:03,399][demucs.solver][INFO] - Valid | Epoch 79 | 7/20 | 4.28 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.091
[2024-12-12 13:27:03,596][demucs.solver][INFO] - Valid | Epoch 79 | 8/20 | 4.35 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.088
[2024-12-12 13:27:03,773][demucs.solver][INFO] - Valid | Epoch 79 | 9/20 | 4.45 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.089
[2024-12-12 13:27:03,942][demucs.solver][INFO] - Valid | Epoch 79 | 10/20 | 4.56 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.072
[2024-12-12 13:27:04,124][demucs.solver][INFO] - Valid | Epoch 79 | 11/20 | 4.62 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.062
[2024-12-12 13:27:04,306][demucs.solver][INFO] - Valid | Epoch 79 | 12/20 | 4.68 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.041
[2024-12-12 13:27:04,504][demucs.solver][INFO] - Valid | Epoch 79 | 13/20 | 4.70 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.036
[2024-12-12 13:27:04,670][demucs.solver][INFO] - Valid | Epoch 79 | 14/20 | 4.77 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.036
[2024-12-12 13:27:04,835][demucs.solver][INFO] - Valid | Epoch 79 | 15/20 | 4.84 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.038
[2024-12-12 13:27:05,000][demucs.solver][INFO] - Valid | Epoch 79 | 16/20 | 4.90 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 1.038
[2024-12-12 13:27:05,195][demucs.solver][INFO] - Valid | Epoch 79 | 17/20 | 4.91 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.044
[2024-12-12 13:27:05,350][demucs.solver][INFO] - Valid | Epoch 79 | 18/20 | 4.97 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.045
[2024-12-12 13:27:05,530][demucs.solver][INFO] - Valid | Epoch 79 | 19/20 | 5.00 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.050
[2024-12-12 13:27:06,737][demucs.solver][INFO] - Valid Summary | Epoch 79 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.050 | Best=0.5507 | Bname=main
[2024-12-12 13:27:08,165][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:27:08,165][demucs.solver][INFO] - Training...
[2024-12-12 13:27:16,322][demucs.solver][INFO] - Train | Epoch 80 | 1/14 | 0.30 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.0626
[2024-12-12 13:27:16,958][demucs.solver][INFO] - Train | Epoch 80 | 2/14 | 0.41 it/sec | Loss 0.2690 | Reco 0.2690 | Grad 0.0558
[2024-12-12 13:27:17,594][demucs.solver][INFO] - Train | Epoch 80 | 3/14 | 0.51 it/sec | Loss 0.2701 | Reco 0.2701 | Grad 0.0528
[2024-12-12 13:27:18,235][demucs.solver][INFO] - Train | Epoch 80 | 4/14 | 0.58 it/sec | Loss 0.2681 | Reco 0.2681 | Grad 0.0457
[2024-12-12 13:27:18,870][demucs.solver][INFO] - Train | Epoch 80 | 5/14 | 0.65 it/sec | Loss 0.2631 | Reco 0.2631 | Grad 0.0406
[2024-12-12 13:27:19,503][demucs.solver][INFO] - Train | Epoch 80 | 6/14 | 0.71 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.0468
[2024-12-12 13:27:20,130][demucs.solver][INFO] - Train | Epoch 80 | 7/14 | 0.77 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0473
[2024-12-12 13:27:20,756][demucs.solver][INFO] - Train | Epoch 80 | 8/14 | 0.81 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.0441
[2024-12-12 13:27:21,382][demucs.solver][INFO] - Train | Epoch 80 | 9/14 | 0.86 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0429
[2024-12-12 13:27:22,010][demucs.solver][INFO] - Train | Epoch 80 | 10/14 | 0.89 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0401
[2024-12-12 13:27:22,646][demucs.solver][INFO] - Train | Epoch 80 | 11/14 | 0.93 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0436
[2024-12-12 13:27:23,273][demucs.solver][INFO] - Train | Epoch 80 | 12/14 | 0.96 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0423
[2024-12-12 13:27:23,901][demucs.solver][INFO] - Train | Epoch 80 | 13/14 | 0.98 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0414
[2024-12-12 13:27:24,230][demucs.solver][INFO] - Train Summary | Epoch 80 | Loss=0.2489 | Reco=0.2489 | Grad=0.0414
[2024-12-12 13:27:24,230][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:27:24,231][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:27:26,343][demucs.solver][INFO] - Valid | Epoch 80 | 1/20 | 3.28 it/sec | Loss 0.5865 | Reco 0.5865 | Nsdr 1.041
[2024-12-12 13:27:26,541][demucs.solver][INFO] - Valid | Epoch 80 | 2/20 | 3.71 it/sec | Loss 0.4544 | Reco 0.4544 | Nsdr 1.089
[2024-12-12 13:27:26,729][demucs.solver][INFO] - Valid | Epoch 80 | 3/20 | 4.02 it/sec | Loss 0.5013 | Reco 0.5013 | Nsdr 1.096
[2024-12-12 13:27:26,923][demucs.solver][INFO] - Valid | Epoch 80 | 4/20 | 4.20 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.095
[2024-12-12 13:27:27,118][demucs.solver][INFO] - Valid | Epoch 80 | 5/20 | 4.33 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.083
[2024-12-12 13:27:27,314][demucs.solver][INFO] - Valid | Epoch 80 | 6/20 | 4.43 it/sec | Loss 0.5266 | Reco 0.5266 | Nsdr 1.072
[2024-12-12 13:27:27,487][demucs.solver][INFO] - Valid | Epoch 80 | 7/20 | 4.56 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.074
[2024-12-12 13:27:27,670][demucs.solver][INFO] - Valid | Epoch 80 | 8/20 | 4.65 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.071
[2024-12-12 13:27:27,866][demucs.solver][INFO] - Valid | Epoch 80 | 9/20 | 4.69 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.072
[2024-12-12 13:27:28,047][demucs.solver][INFO] - Valid | Epoch 80 | 10/20 | 4.75 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.056
[2024-12-12 13:27:28,215][demucs.solver][INFO] - Valid | Epoch 80 | 11/20 | 4.83 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.045
[2024-12-12 13:27:28,418][demucs.solver][INFO] - Valid | Epoch 80 | 12/20 | 4.84 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.025
[2024-12-12 13:27:28,610][demucs.solver][INFO] - Valid | Epoch 80 | 13/20 | 4.87 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.020
[2024-12-12 13:27:28,806][demucs.solver][INFO] - Valid | Epoch 80 | 14/20 | 4.88 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.020
[2024-12-12 13:27:28,974][demucs.solver][INFO] - Valid | Epoch 80 | 15/20 | 4.94 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.022
[2024-12-12 13:27:29,141][demucs.solver][INFO] - Valid | Epoch 80 | 16/20 | 4.99 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.022
[2024-12-12 13:27:29,294][demucs.solver][INFO] - Valid | Epoch 80 | 17/20 | 5.05 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.029
[2024-12-12 13:27:29,479][demucs.solver][INFO] - Valid | Epoch 80 | 18/20 | 5.07 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.029
[2024-12-12 13:27:29,662][demucs.solver][INFO] - Valid | Epoch 80 | 19/20 | 5.09 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.034
[2024-12-12 13:27:30,023][demucs.solver][INFO] - Valid Summary | Epoch 80 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.034 | Best=0.5507 | Bname=main
[2024-12-12 13:27:30,024][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:27:30,024][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 13:27:42,577][demucs.evaluate][INFO] - Eval | 1/20 | 0.31 it/sec
[2024-12-12 13:27:45,868][demucs.evaluate][INFO] - Eval | 2/20 | 0.31 it/sec
[2024-12-12 13:27:49,068][demucs.evaluate][INFO] - Eval | 3/20 | 0.31 it/sec
[2024-12-12 13:27:52,241][demucs.evaluate][INFO] - Eval | 4/20 | 0.31 it/sec
[2024-12-12 13:27:55,399][demucs.evaluate][INFO] - Eval | 5/20 | 0.31 it/sec
[2024-12-12 13:27:58,670][demucs.evaluate][INFO] - Eval | 6/20 | 0.31 it/sec
[2024-12-12 13:28:01,926][demucs.evaluate][INFO] - Eval | 7/20 | 0.31 it/sec
[2024-12-12 13:28:05,125][demucs.evaluate][INFO] - Eval | 8/20 | 0.31 it/sec
[2024-12-12 13:28:08,312][demucs.evaluate][INFO] - Eval | 9/20 | 0.31 it/sec
[2024-12-12 13:28:11,620][demucs.evaluate][INFO] - Eval | 10/20 | 0.31 it/sec
[2024-12-12 13:28:14,819][demucs.evaluate][INFO] - Eval | 11/20 | 0.31 it/sec
[2024-12-12 13:28:17,993][demucs.evaluate][INFO] - Eval | 12/20 | 0.31 it/sec
[2024-12-12 13:28:21,244][demucs.evaluate][INFO] - Eval | 13/20 | 0.31 it/sec
[2024-12-12 13:28:24,450][demucs.evaluate][INFO] - Eval | 14/20 | 0.31 it/sec
[2024-12-12 13:28:27,729][demucs.evaluate][INFO] - Eval | 15/20 | 0.31 it/sec
[2024-12-12 13:28:30,939][demucs.evaluate][INFO] - Eval | 16/20 | 0.31 it/sec
[2024-12-12 13:28:34,190][demucs.evaluate][INFO] - Eval | 17/20 | 0.31 it/sec
[2024-12-12 13:28:37,486][demucs.evaluate][INFO] - Eval | 18/20 | 0.31 it/sec
[2024-12-12 13:28:40,700][demucs.evaluate][INFO] - Eval | 19/20 | 0.31 it/sec
[2024-12-12 13:28:40,721][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 96.84 it/sec
[2024-12-12 13:28:40,735][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 87.00 it/sec
[2024-12-12 13:28:40,756][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 71.90 it/sec
[2024-12-12 13:28:40,767][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 74.98 it/sec
[2024-12-12 13:28:40,779][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 75.83 it/sec
[2024-12-12 13:28:40,792][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 76.37 it/sec
[2024-12-12 13:28:40,804][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 76.98 it/sec
[2024-12-12 13:28:40,817][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 77.33 it/sec
[2024-12-12 13:28:40,833][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 75.57 it/sec
[2024-12-12 13:28:40,841][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 78.21 it/sec
[2024-12-12 13:28:40,853][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 78.81 it/sec
[2024-12-12 13:28:40,861][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 80.78 it/sec
[2024-12-12 13:28:40,877][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 79.42 it/sec
[2024-12-12 13:28:40,891][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 78.69 it/sec
[2024-12-12 13:28:40,900][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 80.08 it/sec
[2024-12-12 13:28:40,915][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 79.03 it/sec
[2024-12-12 13:28:40,925][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 80.29 it/sec
[2024-12-12 13:28:40,935][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 81.03 it/sec
[2024-12-12 13:28:40,949][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 80.45 it/sec
[2024-12-12 13:28:41,008][demucs.solver][INFO] - Test Summary | Epoch 80 | Nsdr=0.940 | Nsdr_drums=0.950 | Nsdr_bass=0.905 | Nsdr_other=0.992 | Nsdr_vocals=0.910
[2024-12-12 13:28:42,449][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:28:42,449][demucs.solver][INFO] - Training...
[2024-12-12 13:28:47,768][demucs.solver][INFO] - Train | Epoch 81 | 1/14 | 0.54 it/sec | Loss 0.2843 | Reco 0.2843 | Grad 0.0201
[2024-12-12 13:28:50,212][demucs.solver][INFO] - Train | Epoch 81 | 2/14 | 0.49 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.0307
[2024-12-12 13:28:50,865][demucs.solver][INFO] - Train | Epoch 81 | 3/14 | 0.59 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0578
[2024-12-12 13:28:51,508][demucs.solver][INFO] - Train | Epoch 81 | 4/14 | 0.67 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.0514
[2024-12-12 13:28:52,154][demucs.solver][INFO] - Train | Epoch 81 | 5/14 | 0.74 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0485
[2024-12-12 13:28:52,801][demucs.solver][INFO] - Train | Epoch 81 | 6/14 | 0.80 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0578
[2024-12-12 13:28:53,447][demucs.solver][INFO] - Train | Epoch 81 | 7/14 | 0.85 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0522
[2024-12-12 13:28:54,099][demucs.solver][INFO] - Train | Epoch 81 | 8/14 | 0.90 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0544
[2024-12-12 13:28:54,743][demucs.solver][INFO] - Train | Epoch 81 | 9/14 | 0.94 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0542
[2024-12-12 13:28:55,378][demucs.solver][INFO] - Train | Epoch 81 | 10/14 | 0.97 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0524
[2024-12-12 13:28:56,008][demucs.solver][INFO] - Train | Epoch 81 | 11/14 | 1.01 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0574
[2024-12-12 13:28:56,640][demucs.solver][INFO] - Train | Epoch 81 | 12/14 | 1.03 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0578
[2024-12-12 13:28:57,268][demucs.solver][INFO] - Train | Epoch 81 | 13/14 | 1.06 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0551
[2024-12-12 13:28:57,591][demucs.solver][INFO] - Train Summary | Epoch 81 | Loss=0.2507 | Reco=0.2507 | Grad=0.0551
[2024-12-12 13:28:57,592][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:28:57,592][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:28:59,774][demucs.solver][INFO] - Valid | Epoch 81 | 1/20 | 3.52 it/sec | Loss 0.5873 | Reco 0.5873 | Nsdr 1.029
[2024-12-12 13:28:59,959][demucs.solver][INFO] - Valid | Epoch 81 | 2/20 | 3.98 it/sec | Loss 0.4550 | Reco 0.4550 | Nsdr 1.076
[2024-12-12 13:29:00,146][demucs.solver][INFO] - Valid | Epoch 81 | 3/20 | 4.25 it/sec | Loss 0.5018 | Reco 0.5018 | Nsdr 1.085
[2024-12-12 13:29:00,329][demucs.solver][INFO] - Valid | Epoch 81 | 4/20 | 4.45 it/sec | Loss 0.5208 | Reco 0.5208 | Nsdr 1.084
[2024-12-12 13:29:00,500][demucs.solver][INFO] - Valid | Epoch 81 | 5/20 | 4.63 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.072
[2024-12-12 13:29:00,697][demucs.solver][INFO] - Valid | Epoch 81 | 6/20 | 4.69 it/sec | Loss 0.5272 | Reco 0.5272 | Nsdr 1.061
[2024-12-12 13:29:00,865][demucs.solver][INFO] - Valid | Epoch 81 | 7/20 | 4.82 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.064
[2024-12-12 13:29:01,048][demucs.solver][INFO] - Valid | Epoch 81 | 8/20 | 4.88 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.060
[2024-12-12 13:29:01,230][demucs.solver][INFO] - Valid | Epoch 81 | 9/20 | 4.94 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.061
[2024-12-12 13:29:01,424][demucs.solver][INFO] - Valid | Epoch 81 | 10/20 | 4.96 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.045
[2024-12-12 13:29:01,606][demucs.solver][INFO] - Valid | Epoch 81 | 11/20 | 5.00 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.035
[2024-12-12 13:29:01,786][demucs.solver][INFO] - Valid | Epoch 81 | 12/20 | 5.04 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.014
[2024-12-12 13:29:01,972][demucs.solver][INFO] - Valid | Epoch 81 | 13/20 | 5.06 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.010
[2024-12-12 13:29:02,152][demucs.solver][INFO] - Valid | Epoch 81 | 14/20 | 5.09 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.010
[2024-12-12 13:29:02,340][demucs.solver][INFO] - Valid | Epoch 81 | 15/20 | 5.10 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.012
[2024-12-12 13:29:02,534][demucs.solver][INFO] - Valid | Epoch 81 | 16/20 | 5.11 it/sec | Loss 0.5844 | Reco 0.5844 | Nsdr 1.012
[2024-12-12 13:29:02,730][demucs.solver][INFO] - Valid | Epoch 81 | 17/20 | 5.11 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.018
[2024-12-12 13:29:02,925][demucs.solver][INFO] - Valid | Epoch 81 | 18/20 | 5.11 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.018
[2024-12-12 13:29:03,116][demucs.solver][INFO] - Valid | Epoch 81 | 19/20 | 5.11 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.023
[2024-12-12 13:29:03,523][demucs.solver][INFO] - Valid Summary | Epoch 81 | Loss=0.5542 | Reco=0.5542 | Nsdr=1.023 | Best=0.5507 | Bname=main
[2024-12-12 13:29:04,928][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:29:04,928][demucs.solver][INFO] - Training...
[2024-12-12 13:29:13,765][demucs.solver][INFO] - Train | Epoch 82 | 1/14 | 0.27 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 0.0467
[2024-12-12 13:29:14,404][demucs.solver][INFO] - Train | Epoch 82 | 2/14 | 0.38 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0643
[2024-12-12 13:29:15,043][demucs.solver][INFO] - Train | Epoch 82 | 3/14 | 0.47 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0549
[2024-12-12 13:29:15,681][demucs.solver][INFO] - Train | Epoch 82 | 4/14 | 0.54 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0569
[2024-12-12 13:29:16,320][demucs.solver][INFO] - Train | Epoch 82 | 5/14 | 0.61 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.0567
[2024-12-12 13:29:16,957][demucs.solver][INFO] - Train | Epoch 82 | 6/14 | 0.67 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0518
[2024-12-12 13:29:17,594][demucs.solver][INFO] - Train | Epoch 82 | 7/14 | 0.72 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0539
[2024-12-12 13:29:18,229][demucs.solver][INFO] - Train | Epoch 82 | 8/14 | 0.76 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0512
[2024-12-12 13:29:18,855][demucs.solver][INFO] - Train | Epoch 82 | 9/14 | 0.81 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0542
[2024-12-12 13:29:19,482][demucs.solver][INFO] - Train | Epoch 82 | 10/14 | 0.84 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0589
[2024-12-12 13:29:20,113][demucs.solver][INFO] - Train | Epoch 82 | 11/14 | 0.88 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0614
[2024-12-12 13:29:20,741][demucs.solver][INFO] - Train | Epoch 82 | 12/14 | 0.91 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0597
[2024-12-12 13:29:21,366][demucs.solver][INFO] - Train | Epoch 82 | 13/14 | 0.94 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0594
[2024-12-12 13:29:21,658][demucs.solver][INFO] - Train Summary | Epoch 82 | Loss=0.2437 | Reco=0.2437 | Grad=0.0594
[2024-12-12 13:29:21,658][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:29:21,658][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:29:24,361][demucs.solver][INFO] - Valid | Epoch 82 | 1/20 | 1.76 it/sec | Loss 0.5863 | Reco 0.5863 | Nsdr 1.045
[2024-12-12 13:29:25,035][demucs.solver][INFO] - Valid | Epoch 82 | 2/20 | 1.65 it/sec | Loss 0.4543 | Reco 0.4543 | Nsdr 1.091
[2024-12-12 13:29:25,421][demucs.solver][INFO] - Valid | Epoch 82 | 3/20 | 1.82 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.100
[2024-12-12 13:29:25,624][demucs.solver][INFO] - Valid | Epoch 82 | 4/20 | 2.08 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.099
[2024-12-12 13:29:26,011][demucs.solver][INFO] - Valid | Epoch 82 | 5/20 | 2.15 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.087
[2024-12-12 13:29:26,405][demucs.solver][INFO] - Valid | Epoch 82 | 6/20 | 2.20 it/sec | Loss 0.5263 | Reco 0.5263 | Nsdr 1.076
[2024-12-12 13:29:26,720][demucs.solver][INFO] - Valid | Epoch 82 | 7/20 | 2.29 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.079
[2024-12-12 13:29:27,003][demucs.solver][INFO] - Valid | Epoch 82 | 8/20 | 2.38 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.075
[2024-12-12 13:29:27,254][demucs.solver][INFO] - Valid | Epoch 82 | 9/20 | 2.48 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.076
[2024-12-12 13:29:27,654][demucs.solver][INFO] - Valid | Epoch 82 | 10/20 | 2.48 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.060
[2024-12-12 13:29:28,049][demucs.solver][INFO] - Valid | Epoch 82 | 11/20 | 2.49 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.049
[2024-12-12 13:29:28,377][demucs.solver][INFO] - Valid | Epoch 82 | 12/20 | 2.52 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.029
[2024-12-12 13:29:28,700][demucs.solver][INFO] - Valid | Epoch 82 | 13/20 | 2.56 it/sec | Loss 0.5802 | Reco 0.5802 | Nsdr 1.024
[2024-12-12 13:29:29,047][demucs.solver][INFO] - Valid | Epoch 82 | 14/20 | 2.57 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.024
[2024-12-12 13:29:29,463][demucs.solver][INFO] - Valid | Epoch 82 | 15/20 | 2.56 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.026
[2024-12-12 13:29:29,751][demucs.solver][INFO] - Valid | Epoch 82 | 16/20 | 2.60 it/sec | Loss 0.5834 | Reco 0.5834 | Nsdr 1.026
[2024-12-12 13:29:30,103][demucs.solver][INFO] - Valid | Epoch 82 | 17/20 | 2.62 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.032
[2024-12-12 13:29:30,493][demucs.solver][INFO] - Valid | Epoch 82 | 18/20 | 2.61 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.032
[2024-12-12 13:29:30,672][demucs.solver][INFO] - Valid | Epoch 82 | 19/20 | 2.68 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.037
[2024-12-12 13:29:31,041][demucs.solver][INFO] - Valid Summary | Epoch 82 | Loss=0.5532 | Reco=0.5532 | Nsdr=1.037 | Best=0.5507 | Bname=main
[2024-12-12 13:29:32,400][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:29:32,401][demucs.solver][INFO] - Training...
[2024-12-12 13:29:39,331][demucs.solver][INFO] - Train | Epoch 83 | 1/14 | 0.38 it/sec | Loss 0.2812 | Reco 0.2812 | Grad 0.0787
[2024-12-12 13:29:40,497][demucs.solver][INFO] - Train | Epoch 83 | 2/14 | 0.47 it/sec | Loss 0.2718 | Reco 0.2718 | Grad 0.0787
[2024-12-12 13:29:41,143][demucs.solver][INFO] - Train | Epoch 83 | 3/14 | 0.57 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 0.0786
[2024-12-12 13:29:41,797][demucs.solver][INFO] - Train | Epoch 83 | 4/14 | 0.65 it/sec | Loss 0.2621 | Reco 0.2621 | Grad 0.0719
[2024-12-12 13:29:42,454][demucs.solver][INFO] - Train | Epoch 83 | 5/14 | 0.72 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 0.0659
[2024-12-12 13:29:43,089][demucs.solver][INFO] - Train | Epoch 83 | 6/14 | 0.78 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.0638
[2024-12-12 13:29:43,726][demucs.solver][INFO] - Train | Epoch 83 | 7/14 | 0.83 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.0590
[2024-12-12 13:29:44,366][demucs.solver][INFO] - Train | Epoch 83 | 8/14 | 0.88 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0563
[2024-12-12 13:29:44,991][demucs.solver][INFO] - Train | Epoch 83 | 9/14 | 0.92 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0603
[2024-12-12 13:29:45,618][demucs.solver][INFO] - Train | Epoch 83 | 10/14 | 0.96 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0569
[2024-12-12 13:29:46,245][demucs.solver][INFO] - Train | Epoch 83 | 11/14 | 0.99 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.0538
[2024-12-12 13:29:46,878][demucs.solver][INFO] - Train | Epoch 83 | 12/14 | 1.02 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0581
[2024-12-12 13:29:47,506][demucs.solver][INFO] - Train | Epoch 83 | 13/14 | 1.05 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0587
[2024-12-12 13:29:47,800][demucs.solver][INFO] - Train Summary | Epoch 83 | Loss=0.2439 | Reco=0.2439 | Grad=0.0587
[2024-12-12 13:29:47,800][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:29:47,800][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:29:50,188][demucs.solver][INFO] - Valid | Epoch 83 | 1/20 | 2.45 it/sec | Loss 0.5872 | Reco 0.5872 | Nsdr 1.030
[2024-12-12 13:29:50,393][demucs.solver][INFO] - Valid | Epoch 83 | 2/20 | 2.94 it/sec | Loss 0.4548 | Reco 0.4548 | Nsdr 1.073
[2024-12-12 13:29:50,545][demucs.solver][INFO] - Valid | Epoch 83 | 3/20 | 3.41 it/sec | Loss 0.5016 | Reco 0.5016 | Nsdr 1.082
[2024-12-12 13:29:50,727][demucs.solver][INFO] - Valid | Epoch 83 | 4/20 | 3.69 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.082
[2024-12-12 13:29:50,922][demucs.solver][INFO] - Valid | Epoch 83 | 5/20 | 3.87 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.071
[2024-12-12 13:29:51,103][demucs.solver][INFO] - Valid | Epoch 83 | 6/20 | 4.04 it/sec | Loss 0.5272 | Reco 0.5272 | Nsdr 1.060
[2024-12-12 13:29:51,268][demucs.solver][INFO] - Valid | Epoch 83 | 7/20 | 4.22 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.062
[2024-12-12 13:29:51,441][demucs.solver][INFO] - Valid | Epoch 83 | 8/20 | 4.35 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.059
[2024-12-12 13:29:51,622][demucs.solver][INFO] - Valid | Epoch 83 | 9/20 | 4.44 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.060
[2024-12-12 13:29:51,806][demucs.solver][INFO] - Valid | Epoch 83 | 10/20 | 4.52 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.044
[2024-12-12 13:29:51,984][demucs.solver][INFO] - Valid | Epoch 83 | 11/20 | 4.59 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.034
[2024-12-12 13:29:52,169][demucs.solver][INFO] - Valid | Epoch 83 | 12/20 | 4.65 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.014
[2024-12-12 13:29:52,363][demucs.solver][INFO] - Valid | Epoch 83 | 13/20 | 4.68 it/sec | Loss 0.5812 | Reco 0.5812 | Nsdr 1.010
[2024-12-12 13:29:52,568][demucs.solver][INFO] - Valid | Epoch 83 | 14/20 | 4.69 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.009
[2024-12-12 13:29:52,735][demucs.solver][INFO] - Valid | Epoch 83 | 15/20 | 4.76 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.011
[2024-12-12 13:29:52,918][demucs.solver][INFO] - Valid | Epoch 83 | 16/20 | 4.79 it/sec | Loss 0.5844 | Reco 0.5844 | Nsdr 1.012
[2024-12-12 13:29:53,123][demucs.solver][INFO] - Valid | Epoch 83 | 17/20 | 4.80 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.018
[2024-12-12 13:29:53,304][demucs.solver][INFO] - Valid | Epoch 83 | 18/20 | 4.83 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.017
[2024-12-12 13:29:53,485][demucs.solver][INFO] - Valid | Epoch 83 | 19/20 | 4.86 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.022
[2024-12-12 13:29:53,850][demucs.solver][INFO] - Valid Summary | Epoch 83 | Loss=0.5541 | Reco=0.5541 | Nsdr=1.022 | Best=0.5507 | Bname=main
[2024-12-12 13:29:55,224][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:29:55,224][demucs.solver][INFO] - Training...
[2024-12-12 13:30:03,385][demucs.solver][INFO] - Train | Epoch 84 | 1/14 | 0.30 it/sec | Loss 0.2694 | Reco 0.2694 | Grad 0.0747
[2024-12-12 13:30:04,021][demucs.solver][INFO] - Train | Epoch 84 | 2/14 | 0.41 it/sec | Loss 0.2605 | Reco 0.2605 | Grad 0.0619
[2024-12-12 13:30:04,661][demucs.solver][INFO] - Train | Epoch 84 | 3/14 | 0.50 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.0551
[2024-12-12 13:30:05,299][demucs.solver][INFO] - Train | Epoch 84 | 4/14 | 0.58 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0521
[2024-12-12 13:30:05,929][demucs.solver][INFO] - Train | Epoch 84 | 5/14 | 0.65 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0532
[2024-12-12 13:30:06,556][demucs.solver][INFO] - Train | Epoch 84 | 6/14 | 0.71 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.0627
[2024-12-12 13:30:07,194][demucs.solver][INFO] - Train | Epoch 84 | 7/14 | 0.76 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0635
[2024-12-12 13:30:07,823][demucs.solver][INFO] - Train | Epoch 84 | 8/14 | 0.81 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.0635
[2024-12-12 13:30:08,450][demucs.solver][INFO] - Train | Epoch 84 | 9/14 | 0.85 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0604
[2024-12-12 13:30:09,076][demucs.solver][INFO] - Train | Epoch 84 | 10/14 | 0.89 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0604
[2024-12-12 13:30:09,701][demucs.solver][INFO] - Train | Epoch 84 | 11/14 | 0.93 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0630
[2024-12-12 13:30:10,329][demucs.solver][INFO] - Train | Epoch 84 | 12/14 | 0.96 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.0663
[2024-12-12 13:30:10,954][demucs.solver][INFO] - Train | Epoch 84 | 13/14 | 0.98 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0663
[2024-12-12 13:30:11,262][demucs.solver][INFO] - Train Summary | Epoch 84 | Loss=0.2549 | Reco=0.2549 | Grad=0.0663
[2024-12-12 13:30:11,262][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:30:11,262][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:30:13,436][demucs.solver][INFO] - Valid | Epoch 84 | 1/20 | 4.03 it/sec | Loss 0.5887 | Reco 0.5887 | Nsdr 1.009
[2024-12-12 13:30:13,633][demucs.solver][INFO] - Valid | Epoch 84 | 2/20 | 4.33 it/sec | Loss 0.4564 | Reco 0.4564 | Nsdr 1.052
[2024-12-12 13:30:13,822][demucs.solver][INFO] - Valid | Epoch 84 | 3/20 | 4.53 it/sec | Loss 0.5034 | Reco 0.5034 | Nsdr 1.061
[2024-12-12 13:30:13,976][demucs.solver][INFO] - Valid | Epoch 84 | 4/20 | 4.82 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.060
[2024-12-12 13:30:14,147][demucs.solver][INFO] - Valid | Epoch 84 | 5/20 | 4.97 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.049
[2024-12-12 13:30:14,342][demucs.solver][INFO] - Valid | Epoch 84 | 6/20 | 4.99 it/sec | Loss 0.5288 | Reco 0.5288 | Nsdr 1.039
[2024-12-12 13:30:14,540][demucs.solver][INFO] - Valid | Epoch 84 | 7/20 | 5.00 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.041
[2024-12-12 13:30:14,722][demucs.solver][INFO] - Valid | Epoch 84 | 8/20 | 5.05 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.038
[2024-12-12 13:30:14,919][demucs.solver][INFO] - Valid | Epoch 84 | 9/20 | 5.05 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.039
[2024-12-12 13:30:15,115][demucs.solver][INFO] - Valid | Epoch 84 | 10/20 | 5.06 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.023
[2024-12-12 13:30:15,300][demucs.solver][INFO] - Valid | Epoch 84 | 11/20 | 5.08 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.014
[2024-12-12 13:30:15,484][demucs.solver][INFO] - Valid | Epoch 84 | 12/20 | 5.11 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 0.994
[2024-12-12 13:30:15,675][demucs.solver][INFO] - Valid | Epoch 84 | 13/20 | 5.12 it/sec | Loss 0.5828 | Reco 0.5828 | Nsdr 0.990
[2024-12-12 13:30:15,858][demucs.solver][INFO] - Valid | Epoch 84 | 14/20 | 5.14 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 0.989
[2024-12-12 13:30:16,028][demucs.solver][INFO] - Valid | Epoch 84 | 15/20 | 5.18 it/sec | Loss 0.5819 | Reco 0.5819 | Nsdr 0.991
[2024-12-12 13:30:16,228][demucs.solver][INFO] - Valid | Epoch 84 | 16/20 | 5.17 it/sec | Loss 0.5859 | Reco 0.5859 | Nsdr 0.992
[2024-12-12 13:30:16,380][demucs.solver][INFO] - Valid | Epoch 84 | 17/20 | 5.23 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 0.998
[2024-12-12 13:30:16,566][demucs.solver][INFO] - Valid | Epoch 84 | 18/20 | 5.24 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 0.998
[2024-12-12 13:30:16,761][demucs.solver][INFO] - Valid | Epoch 84 | 19/20 | 5.23 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.002
[2024-12-12 13:30:17,155][demucs.solver][INFO] - Valid Summary | Epoch 84 | Loss=0.5557 | Reco=0.5557 | Nsdr=1.002 | Best=0.5507 | Bname=main
[2024-12-12 13:30:18,526][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:30:18,526][demucs.solver][INFO] - Training...
[2024-12-12 13:30:26,849][demucs.solver][INFO] - Train | Epoch 85 | 1/14 | 0.31 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.0237
[2024-12-12 13:30:27,498][demucs.solver][INFO] - Train | Epoch 85 | 2/14 | 0.42 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0485
[2024-12-12 13:30:28,150][demucs.solver][INFO] - Train | Epoch 85 | 3/14 | 0.52 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.0602
[2024-12-12 13:30:28,790][demucs.solver][INFO] - Train | Epoch 85 | 4/14 | 0.60 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.0603
[2024-12-12 13:30:29,430][demucs.solver][INFO] - Train | Epoch 85 | 5/14 | 0.66 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.0628
[2024-12-12 13:30:30,259][demucs.solver][INFO] - Train | Epoch 85 | 6/14 | 0.71 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0624
[2024-12-12 13:30:30,898][demucs.solver][INFO] - Train | Epoch 85 | 7/14 | 0.76 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0579
[2024-12-12 13:30:31,524][demucs.solver][INFO] - Train | Epoch 85 | 8/14 | 0.81 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0601
[2024-12-12 13:30:32,148][demucs.solver][INFO] - Train | Epoch 85 | 9/14 | 0.85 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.0706
[2024-12-12 13:30:32,782][demucs.solver][INFO] - Train | Epoch 85 | 10/14 | 0.89 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0711
[2024-12-12 13:30:33,412][demucs.solver][INFO] - Train | Epoch 85 | 11/14 | 0.92 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0673
[2024-12-12 13:30:34,042][demucs.solver][INFO] - Train | Epoch 85 | 12/14 | 0.95 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0700
[2024-12-12 13:30:34,673][demucs.solver][INFO] - Train | Epoch 85 | 13/14 | 0.98 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0684
[2024-12-12 13:30:34,996][demucs.solver][INFO] - Train Summary | Epoch 85 | Loss=0.2518 | Reco=0.2518 | Grad=0.0684
[2024-12-12 13:30:34,996][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:30:34,997][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:30:37,463][demucs.solver][INFO] - Valid | Epoch 85 | 1/20 | 2.47 it/sec | Loss 0.5861 | Reco 0.5861 | Nsdr 1.046
[2024-12-12 13:30:37,647][demucs.solver][INFO] - Valid | Epoch 85 | 2/20 | 3.02 it/sec | Loss 0.4539 | Reco 0.4539 | Nsdr 1.092
[2024-12-12 13:30:37,845][demucs.solver][INFO] - Valid | Epoch 85 | 3/20 | 3.35 it/sec | Loss 0.5006 | Reco 0.5006 | Nsdr 1.101
[2024-12-12 13:30:38,029][demucs.solver][INFO] - Valid | Epoch 85 | 4/20 | 3.63 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.100
[2024-12-12 13:30:38,211][demucs.solver][INFO] - Valid | Epoch 85 | 5/20 | 3.85 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.088
[2024-12-12 13:30:38,378][demucs.solver][INFO] - Valid | Epoch 85 | 6/20 | 4.06 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.077
[2024-12-12 13:30:38,575][demucs.solver][INFO] - Valid | Epoch 85 | 7/20 | 4.16 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.080
[2024-12-12 13:30:38,746][demucs.solver][INFO] - Valid | Epoch 85 | 8/20 | 4.30 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.076
[2024-12-12 13:30:38,932][demucs.solver][INFO] - Valid | Epoch 85 | 9/20 | 4.39 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.077
[2024-12-12 13:30:39,115][demucs.solver][INFO] - Valid | Epoch 85 | 10/20 | 4.47 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.061
[2024-12-12 13:30:39,311][demucs.solver][INFO] - Valid | Epoch 85 | 11/20 | 4.51 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.051
[2024-12-12 13:30:39,510][demucs.solver][INFO] - Valid | Epoch 85 | 12/20 | 4.55 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.030
[2024-12-12 13:30:39,679][demucs.solver][INFO] - Valid | Epoch 85 | 13/20 | 4.63 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.026
[2024-12-12 13:30:39,862][demucs.solver][INFO] - Valid | Epoch 85 | 14/20 | 4.67 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.025
[2024-12-12 13:30:40,029][demucs.solver][INFO] - Valid | Epoch 85 | 15/20 | 4.74 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.027
[2024-12-12 13:30:40,226][demucs.solver][INFO] - Valid | Epoch 85 | 16/20 | 4.76 it/sec | Loss 0.5832 | Reco 0.5832 | Nsdr 1.028
[2024-12-12 13:30:40,424][demucs.solver][INFO] - Valid | Epoch 85 | 17/20 | 4.77 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.034
[2024-12-12 13:30:40,619][demucs.solver][INFO] - Valid | Epoch 85 | 18/20 | 4.79 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.034
[2024-12-12 13:30:40,772][demucs.solver][INFO] - Valid | Epoch 85 | 19/20 | 4.85 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.039
[2024-12-12 13:30:41,175][demucs.solver][INFO] - Valid Summary | Epoch 85 | Loss=0.5530 | Reco=0.5530 | Nsdr=1.039 | Best=0.5507 | Bname=main
[2024-12-12 13:30:42,514][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:30:42,515][demucs.solver][INFO] - Training...
[2024-12-12 13:30:51,878][demucs.solver][INFO] - Train | Epoch 86 | 1/14 | 0.26 it/sec | Loss 0.2846 | Reco 0.2846 | Grad 0.0695
[2024-12-12 13:30:52,661][demucs.solver][INFO] - Train | Epoch 86 | 2/14 | 0.35 it/sec | Loss 0.2751 | Reco 0.2751 | Grad 0.0562
[2024-12-12 13:30:53,351][demucs.solver][INFO] - Train | Epoch 86 | 3/14 | 0.43 it/sec | Loss 0.2702 | Reco 0.2702 | Grad 0.0468
[2024-12-12 13:30:54,002][demucs.solver][INFO] - Train | Epoch 86 | 4/14 | 0.50 it/sec | Loss 0.2718 | Reco 0.2718 | Grad 0.0567
[2024-12-12 13:30:54,651][demucs.solver][INFO] - Train | Epoch 86 | 5/14 | 0.57 it/sec | Loss 0.2668 | Reco 0.2668 | Grad 0.0662
[2024-12-12 13:30:55,288][demucs.solver][INFO] - Train | Epoch 86 | 6/14 | 0.62 it/sec | Loss 0.2657 | Reco 0.2657 | Grad 0.0579
[2024-12-12 13:30:55,925][demucs.solver][INFO] - Train | Epoch 86 | 7/14 | 0.67 it/sec | Loss 0.2646 | Reco 0.2646 | Grad 0.0581
[2024-12-12 13:30:56,569][demucs.solver][INFO] - Train | Epoch 86 | 8/14 | 0.72 it/sec | Loss 0.2674 | Reco 0.2674 | Grad 0.0585
[2024-12-12 13:30:57,217][demucs.solver][INFO] - Train | Epoch 86 | 9/14 | 0.76 it/sec | Loss 0.2664 | Reco 0.2664 | Grad 0.0629
[2024-12-12 13:30:57,857][demucs.solver][INFO] - Train | Epoch 86 | 10/14 | 0.80 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 0.0615
[2024-12-12 13:30:58,506][demucs.solver][INFO] - Train | Epoch 86 | 11/14 | 0.83 it/sec | Loss 0.2665 | Reco 0.2665 | Grad 0.0622
[2024-12-12 13:30:59,156][demucs.solver][INFO] - Train | Epoch 86 | 12/14 | 0.86 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.0611
[2024-12-12 13:30:59,787][demucs.solver][INFO] - Train | Epoch 86 | 13/14 | 0.89 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.0586
[2024-12-12 13:31:00,102][demucs.solver][INFO] - Train Summary | Epoch 86 | Loss=0.2564 | Reco=0.2564 | Grad=0.0586
[2024-12-12 13:31:00,102][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:31:00,102][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:31:03,365][demucs.solver][INFO] - Valid | Epoch 86 | 1/20 | 1.16 it/sec | Loss 0.5840 | Reco 0.5840 | Nsdr 1.076
[2024-12-12 13:31:04,098][demucs.solver][INFO] - Valid | Epoch 86 | 2/20 | 1.22 it/sec | Loss 0.4522 | Reco 0.4522 | Nsdr 1.125
[2024-12-12 13:31:04,888][demucs.solver][INFO] - Valid | Epoch 86 | 3/20 | 1.23 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.133
[2024-12-12 13:31:05,288][demucs.solver][INFO] - Valid | Epoch 86 | 4/20 | 1.37 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.132
[2024-12-12 13:31:05,714][demucs.solver][INFO] - Valid | Epoch 86 | 5/20 | 1.47 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.119
[2024-12-12 13:31:06,023][demucs.solver][INFO] - Valid | Epoch 86 | 6/20 | 1.60 it/sec | Loss 0.5241 | Reco 0.5241 | Nsdr 1.108
[2024-12-12 13:31:06,281][demucs.solver][INFO] - Valid | Epoch 86 | 7/20 | 1.72 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.110
[2024-12-12 13:31:06,597][demucs.solver][INFO] - Valid | Epoch 86 | 8/20 | 1.82 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.106
[2024-12-12 13:31:06,848][demucs.solver][INFO] - Valid | Epoch 86 | 9/20 | 1.92 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.107
[2024-12-12 13:31:07,082][demucs.solver][INFO] - Valid | Epoch 86 | 10/20 | 2.02 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.090
[2024-12-12 13:31:07,327][demucs.solver][INFO] - Valid | Epoch 86 | 11/20 | 2.11 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.080
[2024-12-12 13:31:07,536][demucs.solver][INFO] - Valid | Epoch 86 | 12/20 | 2.21 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.058
[2024-12-12 13:31:07,788][demucs.solver][INFO] - Valid | Epoch 86 | 13/20 | 2.28 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.054
[2024-12-12 13:31:08,008][demucs.solver][INFO] - Valid | Epoch 86 | 14/20 | 2.36 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.054
[2024-12-12 13:31:08,234][demucs.solver][INFO] - Valid | Epoch 86 | 15/20 | 2.43 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.056
[2024-12-12 13:31:08,429][demucs.solver][INFO] - Valid | Epoch 86 | 16/20 | 2.51 it/sec | Loss 0.5812 | Reco 0.5812 | Nsdr 1.056
[2024-12-12 13:31:08,604][demucs.solver][INFO] - Valid | Epoch 86 | 17/20 | 2.59 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.062
[2024-12-12 13:31:08,791][demucs.solver][INFO] - Valid | Epoch 86 | 18/20 | 2.66 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.063
[2024-12-12 13:31:09,000][demucs.solver][INFO] - Valid | Epoch 86 | 19/20 | 2.72 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.067
[2024-12-12 13:31:09,395][demucs.solver][INFO] - Valid Summary | Epoch 86 | Loss=0.5510 | Reco=0.5510 | Nsdr=1.067 | Best=0.5507 | Bname=main
[2024-12-12 13:31:10,764][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:31:10,764][demucs.solver][INFO] - Training...
[2024-12-12 13:31:18,507][demucs.solver][INFO] - Train | Epoch 87 | 1/14 | 0.33 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0447
[2024-12-12 13:31:19,193][demucs.solver][INFO] - Train | Epoch 87 | 2/14 | 0.44 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0385
[2024-12-12 13:31:19,837][demucs.solver][INFO] - Train | Epoch 87 | 3/14 | 0.54 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0468
[2024-12-12 13:31:20,477][demucs.solver][INFO] - Train | Epoch 87 | 4/14 | 0.62 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0683
[2024-12-12 13:31:21,114][demucs.solver][INFO] - Train | Epoch 87 | 5/14 | 0.69 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0679
[2024-12-12 13:31:21,750][demucs.solver][INFO] - Train | Epoch 87 | 6/14 | 0.75 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0736
[2024-12-12 13:31:22,383][demucs.solver][INFO] - Train | Epoch 87 | 7/14 | 0.80 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0667
[2024-12-12 13:31:23,019][demucs.solver][INFO] - Train | Epoch 87 | 8/14 | 0.85 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0625
[2024-12-12 13:31:23,655][demucs.solver][INFO] - Train | Epoch 87 | 9/14 | 0.89 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0586
[2024-12-12 13:31:24,292][demucs.solver][INFO] - Train | Epoch 87 | 10/14 | 0.93 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0576
[2024-12-12 13:31:28,855][demucs.solver][INFO] - Train | Epoch 87 | 11/14 | 0.73 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0551
[2024-12-12 13:31:30,034][demucs.solver][INFO] - Train | Epoch 87 | 12/14 | 0.74 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0576
[2024-12-12 13:31:31,169][demucs.solver][INFO] - Train | Epoch 87 | 13/14 | 0.75 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0552
[2024-12-12 13:31:31,495][demucs.solver][INFO] - Train Summary | Epoch 87 | Loss=0.2470 | Reco=0.2470 | Grad=0.0552
[2024-12-12 13:31:31,495][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:31:31,495][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:31:33,867][demucs.solver][INFO] - Valid | Epoch 87 | 1/20 | 3.59 it/sec | Loss 0.5871 | Reco 0.5871 | Nsdr 1.031
[2024-12-12 13:31:34,073][demucs.solver][INFO] - Valid | Epoch 87 | 2/20 | 3.93 it/sec | Loss 0.4548 | Reco 0.4548 | Nsdr 1.075
[2024-12-12 13:31:34,258][demucs.solver][INFO] - Valid | Epoch 87 | 3/20 | 4.22 it/sec | Loss 0.5016 | Reco 0.5016 | Nsdr 1.084
[2024-12-12 13:31:34,443][demucs.solver][INFO] - Valid | Epoch 87 | 4/20 | 4.41 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.084
[2024-12-12 13:31:34,627][demucs.solver][INFO] - Valid | Epoch 87 | 5/20 | 4.55 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.073
[2024-12-12 13:31:34,813][demucs.solver][INFO] - Valid | Epoch 87 | 6/20 | 4.66 it/sec | Loss 0.5270 | Reco 0.5270 | Nsdr 1.062
[2024-12-12 13:31:34,965][demucs.solver][INFO] - Valid | Epoch 87 | 7/20 | 4.83 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.065
[2024-12-12 13:31:35,162][demucs.solver][INFO] - Valid | Epoch 87 | 8/20 | 4.86 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.062
[2024-12-12 13:31:35,365][demucs.solver][INFO] - Valid | Epoch 87 | 9/20 | 4.87 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.063
[2024-12-12 13:31:35,534][demucs.solver][INFO] - Valid | Epoch 87 | 10/20 | 4.95 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.047
[2024-12-12 13:31:35,701][demucs.solver][INFO] - Valid | Epoch 87 | 11/20 | 5.02 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.037
[2024-12-12 13:31:35,885][demucs.solver][INFO] - Valid | Epoch 87 | 12/20 | 5.05 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.017
[2024-12-12 13:31:36,079][demucs.solver][INFO] - Valid | Epoch 87 | 13/20 | 5.06 it/sec | Loss 0.5810 | Reco 0.5810 | Nsdr 1.013
[2024-12-12 13:31:36,249][demucs.solver][INFO] - Valid | Epoch 87 | 14/20 | 5.10 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.012
[2024-12-12 13:31:36,402][demucs.solver][INFO] - Valid | Epoch 87 | 15/20 | 5.17 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.014
[2024-12-12 13:31:36,571][demucs.solver][INFO] - Valid | Epoch 87 | 16/20 | 5.21 it/sec | Loss 0.5841 | Reco 0.5841 | Nsdr 1.015
[2024-12-12 13:31:36,752][demucs.solver][INFO] - Valid | Epoch 87 | 17/20 | 5.23 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.020
[2024-12-12 13:31:36,932][demucs.solver][INFO] - Valid | Epoch 87 | 18/20 | 5.24 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.020
[2024-12-12 13:31:37,113][demucs.solver][INFO] - Valid | Epoch 87 | 19/20 | 5.26 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.025
[2024-12-12 13:31:37,463][demucs.solver][INFO] - Valid Summary | Epoch 87 | Loss=0.5539 | Reco=0.5539 | Nsdr=1.025 | Best=0.5507 | Bname=main
[2024-12-12 13:31:39,020][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:31:39,020][demucs.solver][INFO] - Training...
[2024-12-12 13:31:47,449][demucs.solver][INFO] - Train | Epoch 88 | 1/14 | 0.29 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0135
[2024-12-12 13:31:48,099][demucs.solver][INFO] - Train | Epoch 88 | 2/14 | 0.39 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0482
[2024-12-12 13:31:48,746][demucs.solver][INFO] - Train | Epoch 88 | 3/14 | 0.48 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0421
[2024-12-12 13:31:49,392][demucs.solver][INFO] - Train | Epoch 88 | 4/14 | 0.56 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.0490
[2024-12-12 13:31:50,032][demucs.solver][INFO] - Train | Epoch 88 | 5/14 | 0.63 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0576
[2024-12-12 13:31:50,671][demucs.solver][INFO] - Train | Epoch 88 | 6/14 | 0.69 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0523
[2024-12-12 13:31:51,308][demucs.solver][INFO] - Train | Epoch 88 | 7/14 | 0.74 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0482
[2024-12-12 13:31:51,941][demucs.solver][INFO] - Train | Epoch 88 | 8/14 | 0.79 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.0535
[2024-12-12 13:31:52,575][demucs.solver][INFO] - Train | Epoch 88 | 9/14 | 0.83 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0511
[2024-12-12 13:31:53,214][demucs.solver][INFO] - Train | Epoch 88 | 10/14 | 0.86 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 0.0487
[2024-12-12 13:31:53,840][demucs.solver][INFO] - Train | Epoch 88 | 11/14 | 0.90 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 0.0499
[2024-12-12 13:31:54,467][demucs.solver][INFO] - Train | Epoch 88 | 12/14 | 0.93 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.0496
[2024-12-12 13:31:55,099][demucs.solver][INFO] - Train | Epoch 88 | 13/14 | 0.96 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.0503
[2024-12-12 13:31:55,407][demucs.solver][INFO] - Train Summary | Epoch 88 | Loss=0.2414 | Reco=0.2414 | Grad=0.0503
[2024-12-12 13:31:55,408][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:31:55,408][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:31:57,837][demucs.solver][INFO] - Valid | Epoch 88 | 1/20 | 2.26 it/sec | Loss 0.5863 | Reco 0.5863 | Nsdr 1.044
[2024-12-12 13:31:58,060][demucs.solver][INFO] - Valid | Epoch 88 | 2/20 | 2.70 it/sec | Loss 0.4544 | Reco 0.4544 | Nsdr 1.090
[2024-12-12 13:31:58,374][demucs.solver][INFO] - Valid | Epoch 88 | 3/20 | 2.81 it/sec | Loss 0.5012 | Reco 0.5012 | Nsdr 1.098
[2024-12-12 13:31:58,615][demucs.solver][INFO] - Valid | Epoch 88 | 4/20 | 3.00 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.097
[2024-12-12 13:31:58,814][demucs.solver][INFO] - Valid | Epoch 88 | 5/20 | 3.22 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.085
[2024-12-12 13:31:59,018][demucs.solver][INFO] - Valid | Epoch 88 | 6/20 | 3.39 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.074
[2024-12-12 13:31:59,379][demucs.solver][INFO] - Valid | Epoch 88 | 7/20 | 3.29 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.077
[2024-12-12 13:31:59,570][demucs.solver][INFO] - Valid | Epoch 88 | 8/20 | 3.44 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.073
[2024-12-12 13:31:59,826][demucs.solver][INFO] - Valid | Epoch 88 | 9/20 | 3.48 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.074
[2024-12-12 13:32:00,006][demucs.solver][INFO] - Valid | Epoch 88 | 10/20 | 3.60 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.058
[2024-12-12 13:32:00,205][demucs.solver][INFO] - Valid | Epoch 88 | 11/20 | 3.69 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.048
[2024-12-12 13:32:00,385][demucs.solver][INFO] - Valid | Epoch 88 | 12/20 | 3.78 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.027
[2024-12-12 13:32:00,578][demucs.solver][INFO] - Valid | Epoch 88 | 13/20 | 3.86 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.023
[2024-12-12 13:32:00,772][demucs.solver][INFO] - Valid | Epoch 88 | 14/20 | 3.92 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.023
[2024-12-12 13:32:00,953][demucs.solver][INFO] - Valid | Epoch 88 | 15/20 | 4.00 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.024
[2024-12-12 13:32:01,134][demucs.solver][INFO] - Valid | Epoch 88 | 16/20 | 4.06 it/sec | Loss 0.5835 | Reco 0.5835 | Nsdr 1.025
[2024-12-12 13:32:01,315][demucs.solver][INFO] - Valid | Epoch 88 | 17/20 | 4.12 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.031
[2024-12-12 13:32:01,511][demucs.solver][INFO] - Valid | Epoch 88 | 18/20 | 4.17 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.031
[2024-12-12 13:32:01,693][demucs.solver][INFO] - Valid | Epoch 88 | 19/20 | 4.22 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.036
[2024-12-12 13:32:03,186][demucs.solver][INFO] - Valid Summary | Epoch 88 | Loss=0.5533 | Reco=0.5533 | Nsdr=1.036 | Best=0.5507 | Bname=main
[2024-12-12 13:32:04,547][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:32:04,547][demucs.solver][INFO] - Training...
[2024-12-12 13:32:12,809][demucs.solver][INFO] - Train | Epoch 89 | 1/14 | 0.30 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.0271
[2024-12-12 13:32:13,446][demucs.solver][INFO] - Train | Epoch 89 | 2/14 | 0.41 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 0.0429
[2024-12-12 13:32:14,086][demucs.solver][INFO] - Train | Epoch 89 | 3/14 | 0.50 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.0559
[2024-12-12 13:32:14,722][demucs.solver][INFO] - Train | Epoch 89 | 4/14 | 0.58 it/sec | Loss 0.2634 | Reco 0.2634 | Grad 0.0509
[2024-12-12 13:32:15,361][demucs.solver][INFO] - Train | Epoch 89 | 5/14 | 0.65 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.0535
[2024-12-12 13:32:15,997][demucs.solver][INFO] - Train | Epoch 89 | 6/14 | 0.71 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 0.0490
[2024-12-12 13:32:16,623][demucs.solver][INFO] - Train | Epoch 89 | 7/14 | 0.76 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.0448
[2024-12-12 13:32:17,250][demucs.solver][INFO] - Train | Epoch 89 | 8/14 | 0.81 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.0491
[2024-12-12 13:32:17,879][demucs.solver][INFO] - Train | Epoch 89 | 9/14 | 0.85 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.0464
[2024-12-12 13:32:18,509][demucs.solver][INFO] - Train | Epoch 89 | 10/14 | 0.88 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0491
[2024-12-12 13:32:19,137][demucs.solver][INFO] - Train | Epoch 89 | 11/14 | 0.92 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0463
[2024-12-12 13:32:19,766][demucs.solver][INFO] - Train | Epoch 89 | 12/14 | 0.95 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0434
[2024-12-12 13:32:20,398][demucs.solver][INFO] - Train | Epoch 89 | 13/14 | 0.98 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0422
[2024-12-12 13:32:20,727][demucs.solver][INFO] - Train Summary | Epoch 89 | Loss=0.2545 | Reco=0.2545 | Grad=0.0422
[2024-12-12 13:32:20,727][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:32:20,727][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:32:22,928][demucs.solver][INFO] - Valid | Epoch 89 | 1/20 | 4.48 it/sec | Loss 0.5875 | Reco 0.5875 | Nsdr 1.028
[2024-12-12 13:32:23,140][demucs.solver][INFO] - Valid | Epoch 89 | 2/20 | 4.56 it/sec | Loss 0.4552 | Reco 0.4552 | Nsdr 1.071
[2024-12-12 13:32:23,338][demucs.solver][INFO] - Valid | Epoch 89 | 3/20 | 4.67 it/sec | Loss 0.5021 | Reco 0.5021 | Nsdr 1.080
[2024-12-12 13:32:23,544][demucs.solver][INFO] - Valid | Epoch 89 | 4/20 | 4.70 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.080
[2024-12-12 13:32:23,734][demucs.solver][INFO] - Valid | Epoch 89 | 5/20 | 4.79 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.067
[2024-12-12 13:32:23,932][demucs.solver][INFO] - Valid | Epoch 89 | 6/20 | 4.83 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.057
[2024-12-12 13:32:24,113][demucs.solver][INFO] - Valid | Epoch 89 | 7/20 | 4.90 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.060
[2024-12-12 13:32:24,284][demucs.solver][INFO] - Valid | Epoch 89 | 8/20 | 4.99 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.056
[2024-12-12 13:32:24,487][demucs.solver][INFO] - Valid | Epoch 89 | 9/20 | 4.99 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.057
[2024-12-12 13:32:24,656][demucs.solver][INFO] - Valid | Epoch 89 | 10/20 | 5.06 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.041
[2024-12-12 13:32:24,843][demucs.solver][INFO] - Valid | Epoch 89 | 11/20 | 5.08 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.031
[2024-12-12 13:32:25,010][demucs.solver][INFO] - Valid | Epoch 89 | 12/20 | 5.14 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.011
[2024-12-12 13:32:25,209][demucs.solver][INFO] - Valid | Epoch 89 | 13/20 | 5.13 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.007
[2024-12-12 13:32:25,389][demucs.solver][INFO] - Valid | Epoch 89 | 14/20 | 5.16 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.007
[2024-12-12 13:32:25,559][demucs.solver][INFO] - Valid | Epoch 89 | 15/20 | 5.20 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.009
[2024-12-12 13:32:25,741][demucs.solver][INFO] - Valid | Epoch 89 | 16/20 | 5.22 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.009
[2024-12-12 13:32:25,923][demucs.solver][INFO] - Valid | Epoch 89 | 17/20 | 5.23 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.015
[2024-12-12 13:32:26,119][demucs.solver][INFO] - Valid | Epoch 89 | 18/20 | 5.22 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.015
[2024-12-12 13:32:26,301][demucs.solver][INFO] - Valid | Epoch 89 | 19/20 | 5.24 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.020
[2024-12-12 13:32:26,661][demucs.solver][INFO] - Valid Summary | Epoch 89 | Loss=0.5544 | Reco=0.5544 | Nsdr=1.020 | Best=0.5507 | Bname=main
[2024-12-12 13:32:28,045][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:32:28,045][demucs.solver][INFO] - Training...
[2024-12-12 13:32:36,439][demucs.solver][INFO] - Train | Epoch 90 | 1/14 | 0.30 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.0662
[2024-12-12 13:32:37,151][demucs.solver][INFO] - Train | Epoch 90 | 2/14 | 0.40 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.0568
[2024-12-12 13:32:37,847][demucs.solver][INFO] - Train | Epoch 90 | 3/14 | 0.49 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.0540
[2024-12-12 13:32:38,503][demucs.solver][INFO] - Train | Epoch 90 | 4/14 | 0.57 it/sec | Loss 0.2641 | Reco 0.2641 | Grad 0.0468
[2024-12-12 13:32:39,155][demucs.solver][INFO] - Train | Epoch 90 | 5/14 | 0.63 it/sec | Loss 0.2624 | Reco 0.2624 | Grad 0.0428
[2024-12-12 13:32:39,788][demucs.solver][INFO] - Train | Epoch 90 | 6/14 | 0.69 it/sec | Loss 0.2612 | Reco 0.2612 | Grad 0.0396
[2024-12-12 13:32:40,475][demucs.solver][INFO] - Train | Epoch 90 | 7/14 | 0.74 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0390
[2024-12-12 13:32:41,110][demucs.solver][INFO] - Train | Epoch 90 | 8/14 | 0.79 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0379
[2024-12-12 13:32:41,751][demucs.solver][INFO] - Train | Epoch 90 | 9/14 | 0.83 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0394
[2024-12-12 13:32:42,383][demucs.solver][INFO] - Train | Epoch 90 | 10/14 | 0.87 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0376
[2024-12-12 13:32:43,016][demucs.solver][INFO] - Train | Epoch 90 | 11/14 | 0.90 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0378
[2024-12-12 13:32:43,652][demucs.solver][INFO] - Train | Epoch 90 | 12/14 | 0.93 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0428
[2024-12-12 13:32:44,285][demucs.solver][INFO] - Train | Epoch 90 | 13/14 | 0.96 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.0411
[2024-12-12 13:32:44,641][demucs.solver][INFO] - Train Summary | Epoch 90 | Loss=0.2561 | Reco=0.2561 | Grad=0.0411
[2024-12-12 13:32:44,642][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:32:44,642][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:32:47,132][demucs.solver][INFO] - Valid | Epoch 90 | 1/20 | 1.98 it/sec | Loss 0.5876 | Reco 0.5876 | Nsdr 1.027
[2024-12-12 13:32:47,352][demucs.solver][INFO] - Valid | Epoch 90 | 2/20 | 2.43 it/sec | Loss 0.4551 | Reco 0.4551 | Nsdr 1.071
[2024-12-12 13:32:47,723][demucs.solver][INFO] - Valid | Epoch 90 | 3/20 | 2.50 it/sec | Loss 0.5020 | Reco 0.5020 | Nsdr 1.079
[2024-12-12 13:32:48,095][demucs.solver][INFO] - Valid | Epoch 90 | 4/20 | 2.53 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.079
[2024-12-12 13:32:48,860][demucs.solver][INFO] - Valid | Epoch 90 | 5/20 | 2.19 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.067
[2024-12-12 13:32:49,648][demucs.solver][INFO] - Valid | Epoch 90 | 6/20 | 1.98 it/sec | Loss 0.5276 | Reco 0.5276 | Nsdr 1.056
[2024-12-12 13:32:50,350][demucs.solver][INFO] - Valid | Epoch 90 | 7/20 | 1.89 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.058
[2024-12-12 13:32:51,133][demucs.solver][INFO] - Valid | Epoch 90 | 8/20 | 1.80 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.055
[2024-12-12 13:32:51,877][demucs.solver][INFO] - Valid | Epoch 90 | 9/20 | 1.74 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.056
[2024-12-12 13:32:52,399][demucs.solver][INFO] - Valid | Epoch 90 | 10/20 | 1.75 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.040
[2024-12-12 13:32:52,794][demucs.solver][INFO] - Valid | Epoch 90 | 11/20 | 1.80 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.030
[2024-12-12 13:32:52,987][demucs.solver][INFO] - Valid | Epoch 90 | 12/20 | 1.89 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.010
[2024-12-12 13:32:53,181][demucs.solver][INFO] - Valid | Epoch 90 | 13/20 | 1.98 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.005
[2024-12-12 13:32:53,568][demucs.solver][INFO] - Valid | Epoch 90 | 14/20 | 2.01 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.005
[2024-12-12 13:32:53,852][demucs.solver][INFO] - Valid | Epoch 90 | 15/20 | 2.07 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.007
[2024-12-12 13:32:54,126][demucs.solver][INFO] - Valid | Epoch 90 | 16/20 | 2.12 it/sec | Loss 0.5848 | Reco 0.5848 | Nsdr 1.007
[2024-12-12 13:32:54,346][demucs.solver][INFO] - Valid | Epoch 90 | 17/20 | 2.19 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.014
[2024-12-12 13:32:54,529][demucs.solver][INFO] - Valid | Epoch 90 | 18/20 | 2.26 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.013
[2024-12-12 13:32:54,769][demucs.solver][INFO] - Valid | Epoch 90 | 19/20 | 2.31 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.018
[2024-12-12 13:32:55,179][demucs.solver][INFO] - Valid Summary | Epoch 90 | Loss=0.5545 | Reco=0.5545 | Nsdr=1.018 | Best=0.5507 | Bname=main
[2024-12-12 13:32:56,565][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:32:56,565][demucs.solver][INFO] - Training...
[2024-12-12 13:33:06,508][demucs.solver][INFO] - Train | Epoch 91 | 1/14 | 0.24 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0339
[2024-12-12 13:33:07,463][demucs.solver][INFO] - Train | Epoch 91 | 2/14 | 0.32 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0632
[2024-12-12 13:33:08,147][demucs.solver][INFO] - Train | Epoch 91 | 3/14 | 0.39 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.0601
[2024-12-12 13:33:08,790][demucs.solver][INFO] - Train | Epoch 91 | 4/14 | 0.46 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0516
[2024-12-12 13:33:09,439][demucs.solver][INFO] - Train | Epoch 91 | 5/14 | 0.52 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0537
[2024-12-12 13:33:10,077][demucs.solver][INFO] - Train | Epoch 91 | 6/14 | 0.58 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0505
[2024-12-12 13:33:10,714][demucs.solver][INFO] - Train | Epoch 91 | 7/14 | 0.63 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0495
[2024-12-12 13:33:11,353][demucs.solver][INFO] - Train | Epoch 91 | 8/14 | 0.67 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0527
[2024-12-12 13:33:11,991][demucs.solver][INFO] - Train | Epoch 91 | 9/14 | 0.71 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0498
[2024-12-12 13:33:12,629][demucs.solver][INFO] - Train | Epoch 91 | 10/14 | 0.75 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0470
[2024-12-12 13:33:13,260][demucs.solver][INFO] - Train | Epoch 91 | 11/14 | 0.79 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0473
[2024-12-12 13:33:13,890][demucs.solver][INFO] - Train | Epoch 91 | 12/14 | 0.82 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0451
[2024-12-12 13:33:14,520][demucs.solver][INFO] - Train | Epoch 91 | 13/14 | 0.85 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0426
[2024-12-12 13:33:14,833][demucs.solver][INFO] - Train Summary | Epoch 91 | Loss=0.2426 | Reco=0.2426 | Grad=0.0426
[2024-12-12 13:33:14,834][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:33:14,834][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:33:16,965][demucs.solver][INFO] - Valid | Epoch 91 | 1/20 | 3.17 it/sec | Loss 0.5860 | Reco 0.5860 | Nsdr 1.049
[2024-12-12 13:33:17,128][demucs.solver][INFO] - Valid | Epoch 91 | 2/20 | 3.78 it/sec | Loss 0.4540 | Reco 0.4540 | Nsdr 1.096
[2024-12-12 13:33:17,320][demucs.solver][INFO] - Valid | Epoch 91 | 3/20 | 4.06 it/sec | Loss 0.5008 | Reco 0.5008 | Nsdr 1.105
[2024-12-12 13:33:17,475][demucs.solver][INFO] - Valid | Epoch 91 | 4/20 | 4.39 it/sec | Loss 0.5198 | Reco 0.5198 | Nsdr 1.104
[2024-12-12 13:33:17,660][demucs.solver][INFO] - Valid | Epoch 91 | 5/20 | 4.53 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.091
[2024-12-12 13:33:17,865][demucs.solver][INFO] - Valid | Epoch 91 | 6/20 | 4.58 it/sec | Loss 0.5260 | Reco 0.5260 | Nsdr 1.080
[2024-12-12 13:33:18,069][demucs.solver][INFO] - Valid | Epoch 91 | 7/20 | 4.61 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.083
[2024-12-12 13:33:18,243][demucs.solver][INFO] - Valid | Epoch 91 | 8/20 | 4.72 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.079
[2024-12-12 13:33:18,433][demucs.solver][INFO] - Valid | Epoch 91 | 9/20 | 4.77 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.080
[2024-12-12 13:33:18,620][demucs.solver][INFO] - Valid | Epoch 91 | 10/20 | 4.81 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.064
[2024-12-12 13:33:18,794][demucs.solver][INFO] - Valid | Epoch 91 | 11/20 | 4.88 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.054
[2024-12-12 13:33:18,979][demucs.solver][INFO] - Valid | Epoch 91 | 12/20 | 4.92 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.033
[2024-12-12 13:33:19,163][demucs.solver][INFO] - Valid | Epoch 91 | 13/20 | 4.95 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.029
[2024-12-12 13:33:19,346][demucs.solver][INFO] - Valid | Epoch 91 | 14/20 | 4.98 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.028
[2024-12-12 13:33:19,531][demucs.solver][INFO] - Valid | Epoch 91 | 15/20 | 5.01 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.030
[2024-12-12 13:33:19,713][demucs.solver][INFO] - Valid | Epoch 91 | 16/20 | 5.03 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.030
[2024-12-12 13:33:19,898][demucs.solver][INFO] - Valid | Epoch 91 | 17/20 | 5.05 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.037
[2024-12-12 13:33:20,086][demucs.solver][INFO] - Valid | Epoch 91 | 18/20 | 5.06 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.037
[2024-12-12 13:33:20,285][demucs.solver][INFO] - Valid | Epoch 91 | 19/20 | 5.06 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.042
[2024-12-12 13:33:20,662][demucs.solver][INFO] - Valid Summary | Epoch 91 | Loss=0.5529 | Reco=0.5529 | Nsdr=1.042 | Best=0.5507 | Bname=main
[2024-12-12 13:33:22,029][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:33:22,029][demucs.solver][INFO] - Training...
[2024-12-12 13:33:27,018][demucs.solver][INFO] - Train | Epoch 92 | 1/14 | 0.59 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 0.0307
[2024-12-12 13:33:28,413][demucs.solver][INFO] - Train | Epoch 92 | 2/14 | 0.62 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0419
[2024-12-12 13:33:29,059][demucs.solver][INFO] - Train | Epoch 92 | 3/14 | 0.73 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0365
[2024-12-12 13:33:29,707][demucs.solver][INFO] - Train | Epoch 92 | 4/14 | 0.82 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0366
[2024-12-12 13:33:30,345][demucs.solver][INFO] - Train | Epoch 92 | 5/14 | 0.89 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0359
[2024-12-12 13:33:30,982][demucs.solver][INFO] - Train | Epoch 92 | 6/14 | 0.95 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0418
[2024-12-12 13:33:31,621][demucs.solver][INFO] - Train | Epoch 92 | 7/14 | 1.00 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0409
[2024-12-12 13:33:32,261][demucs.solver][INFO] - Train | Epoch 92 | 8/14 | 1.04 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0380
[2024-12-12 13:33:32,899][demucs.solver][INFO] - Train | Epoch 92 | 9/14 | 1.08 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0384
[2024-12-12 13:33:33,540][demucs.solver][INFO] - Train | Epoch 92 | 10/14 | 1.11 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0383
[2024-12-12 13:33:34,178][demucs.solver][INFO] - Train | Epoch 92 | 11/14 | 1.14 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0364
[2024-12-12 13:33:34,817][demucs.solver][INFO] - Train | Epoch 92 | 12/14 | 1.16 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0353
[2024-12-12 13:33:35,456][demucs.solver][INFO] - Train | Epoch 92 | 13/14 | 1.18 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0346
[2024-12-12 13:33:35,795][demucs.solver][INFO] - Train Summary | Epoch 92 | Loss=0.2541 | Reco=0.2541 | Grad=0.0346
[2024-12-12 13:33:35,795][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:33:35,795][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:33:38,436][demucs.solver][INFO] - Valid | Epoch 92 | 1/20 | 2.08 it/sec | Loss 0.5887 | Reco 0.5887 | Nsdr 1.008
[2024-12-12 13:33:38,691][demucs.solver][INFO] - Valid | Epoch 92 | 2/20 | 2.47 it/sec | Loss 0.4561 | Reco 0.4561 | Nsdr 1.049
[2024-12-12 13:33:39,062][demucs.solver][INFO] - Valid | Epoch 92 | 3/20 | 2.52 it/sec | Loss 0.5031 | Reco 0.5031 | Nsdr 1.058
[2024-12-12 13:33:39,393][demucs.solver][INFO] - Valid | Epoch 92 | 4/20 | 2.61 it/sec | Loss 0.5222 | Reco 0.5222 | Nsdr 1.058
[2024-12-12 13:33:39,747][demucs.solver][INFO] - Valid | Epoch 92 | 5/20 | 2.64 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.046
[2024-12-12 13:33:40,091][demucs.solver][INFO] - Valid | Epoch 92 | 6/20 | 2.68 it/sec | Loss 0.5287 | Reco 0.5287 | Nsdr 1.037
[2024-12-12 13:33:40,371][demucs.solver][INFO] - Valid | Epoch 92 | 7/20 | 2.76 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.039
[2024-12-12 13:33:40,646][demucs.solver][INFO] - Valid | Epoch 92 | 8/20 | 2.84 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.036
[2024-12-12 13:33:40,880][demucs.solver][INFO] - Valid | Epoch 92 | 9/20 | 2.94 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.037
[2024-12-12 13:33:41,178][demucs.solver][INFO] - Valid | Epoch 92 | 10/20 | 2.97 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.022
[2024-12-12 13:33:41,457][demucs.solver][INFO] - Valid | Epoch 92 | 11/20 | 3.01 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.012
[2024-12-12 13:33:41,667][demucs.solver][INFO] - Valid | Epoch 92 | 12/20 | 3.10 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 0.993
[2024-12-12 13:33:41,890][demucs.solver][INFO] - Valid | Epoch 92 | 13/20 | 3.17 it/sec | Loss 0.5827 | Reco 0.5827 | Nsdr 0.989
[2024-12-12 13:33:42,163][demucs.solver][INFO] - Valid | Epoch 92 | 14/20 | 3.20 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 0.988
[2024-12-12 13:33:42,572][demucs.solver][INFO] - Valid | Epoch 92 | 15/20 | 3.14 it/sec | Loss 0.5819 | Reco 0.5819 | Nsdr 0.990
[2024-12-12 13:33:42,949][demucs.solver][INFO] - Valid | Epoch 92 | 16/20 | 3.11 it/sec | Loss 0.5859 | Reco 0.5859 | Nsdr 0.991
[2024-12-12 13:33:43,174][demucs.solver][INFO] - Valid | Epoch 92 | 17/20 | 3.16 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 0.997
[2024-12-12 13:33:43,619][demucs.solver][INFO] - Valid | Epoch 92 | 18/20 | 3.09 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 0.996
[2024-12-12 13:33:43,922][demucs.solver][INFO] - Valid | Epoch 92 | 19/20 | 3.10 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.001
[2024-12-12 13:33:44,373][demucs.solver][INFO] - Valid Summary | Epoch 92 | Loss=0.5556 | Reco=0.5556 | Nsdr=1.001 | Best=0.5507 | Bname=main
[2024-12-12 13:33:45,681][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:33:45,682][demucs.solver][INFO] - Training...
[2024-12-12 13:33:51,185][demucs.solver][INFO] - Train | Epoch 93 | 1/14 | 0.51 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0558
[2024-12-12 13:33:56,472][demucs.solver][INFO] - Train | Epoch 93 | 2/14 | 0.33 it/sec | Loss 0.2202 | Reco 0.2202 | Grad 0.0444
[2024-12-12 13:33:57,114][demucs.solver][INFO] - Train | Epoch 93 | 3/14 | 0.41 it/sec | Loss 0.2253 | Reco 0.2253 | Grad 0.0714
[2024-12-12 13:33:57,753][demucs.solver][INFO] - Train | Epoch 93 | 4/14 | 0.48 it/sec | Loss 0.2309 | Reco 0.2309 | Grad 0.0604
[2024-12-12 13:33:58,392][demucs.solver][INFO] - Train | Epoch 93 | 5/14 | 0.54 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0557
[2024-12-12 13:33:59,029][demucs.solver][INFO] - Train | Epoch 93 | 6/14 | 0.60 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0519
[2024-12-12 13:33:59,671][demucs.solver][INFO] - Train | Epoch 93 | 7/14 | 0.65 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.0550
[2024-12-12 13:34:00,311][demucs.solver][INFO] - Train | Epoch 93 | 8/14 | 0.69 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 0.0521
[2024-12-12 13:34:00,949][demucs.solver][INFO] - Train | Epoch 93 | 9/14 | 0.73 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0493
[2024-12-12 13:34:01,580][demucs.solver][INFO] - Train | Epoch 93 | 10/14 | 0.77 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.0536
[2024-12-12 13:34:02,220][demucs.solver][INFO] - Train | Epoch 93 | 11/14 | 0.80 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0512
[2024-12-12 13:34:03,899][demucs.solver][INFO] - Train | Epoch 93 | 12/14 | 0.78 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0537
[2024-12-12 13:34:04,529][demucs.solver][INFO] - Train | Epoch 93 | 13/14 | 0.81 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.0517
[2024-12-12 13:34:04,862][demucs.solver][INFO] - Train Summary | Epoch 93 | Loss=0.2421 | Reco=0.2421 | Grad=0.0517
[2024-12-12 13:34:04,863][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:34:04,863][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:34:07,318][demucs.solver][INFO] - Valid | Epoch 93 | 1/20 | 2.30 it/sec | Loss 0.5866 | Reco 0.5866 | Nsdr 1.040
[2024-12-12 13:34:07,732][demucs.solver][INFO] - Valid | Epoch 93 | 2/20 | 2.34 it/sec | Loss 0.4542 | Reco 0.4542 | Nsdr 1.088
[2024-12-12 13:34:08,095][demucs.solver][INFO] - Valid | Epoch 93 | 3/20 | 2.43 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.095
[2024-12-12 13:34:08,380][demucs.solver][INFO] - Valid | Epoch 93 | 4/20 | 2.59 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.094
[2024-12-12 13:34:08,712][demucs.solver][INFO] - Valid | Epoch 93 | 5/20 | 2.65 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.082
[2024-12-12 13:34:08,970][demucs.solver][INFO] - Valid | Epoch 93 | 6/20 | 2.78 it/sec | Loss 0.5266 | Reco 0.5266 | Nsdr 1.071
[2024-12-12 13:34:09,157][demucs.solver][INFO] - Valid | Epoch 93 | 7/20 | 2.95 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.074
[2024-12-12 13:34:09,322][demucs.solver][INFO] - Valid | Epoch 93 | 8/20 | 3.13 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.070
[2024-12-12 13:34:09,522][demucs.solver][INFO] - Valid | Epoch 93 | 9/20 | 3.25 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.071
[2024-12-12 13:34:09,721][demucs.solver][INFO] - Valid | Epoch 93 | 10/20 | 3.36 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.055
[2024-12-12 13:34:09,907][demucs.solver][INFO] - Valid | Epoch 93 | 11/20 | 3.47 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.045
[2024-12-12 13:34:10,066][demucs.solver][INFO] - Valid | Epoch 93 | 12/20 | 3.59 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.024
[2024-12-12 13:34:10,265][demucs.solver][INFO] - Valid | Epoch 93 | 13/20 | 3.67 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.020
[2024-12-12 13:34:10,451][demucs.solver][INFO] - Valid | Epoch 93 | 14/20 | 3.75 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.020
[2024-12-12 13:34:10,633][demucs.solver][INFO] - Valid | Epoch 93 | 15/20 | 3.82 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.021
[2024-12-12 13:34:10,801][demucs.solver][INFO] - Valid | Epoch 93 | 16/20 | 3.91 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.022
[2024-12-12 13:34:10,999][demucs.solver][INFO] - Valid | Epoch 93 | 17/20 | 3.96 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.028
[2024-12-12 13:34:11,198][demucs.solver][INFO] - Valid | Epoch 93 | 18/20 | 4.00 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.028
[2024-12-12 13:34:11,390][demucs.solver][INFO] - Valid | Epoch 93 | 19/20 | 4.05 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.033
[2024-12-12 13:34:11,819][demucs.solver][INFO] - Valid Summary | Epoch 93 | Loss=0.5535 | Reco=0.5535 | Nsdr=1.033 | Best=0.5507 | Bname=main
[2024-12-12 13:34:13,239][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:34:13,239][demucs.solver][INFO] - Training...
[2024-12-12 13:34:19,610][demucs.solver][INFO] - Train | Epoch 94 | 1/14 | 0.41 it/sec | Loss 0.2708 | Reco 0.2708 | Grad 0.0450
[2024-12-12 13:34:20,956][demucs.solver][INFO] - Train | Epoch 94 | 2/14 | 0.48 it/sec | Loss 0.2705 | Reco 0.2705 | Grad 0.0446
[2024-12-12 13:34:21,604][demucs.solver][INFO] - Train | Epoch 94 | 3/14 | 0.58 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.0472
[2024-12-12 13:34:22,238][demucs.solver][INFO] - Train | Epoch 94 | 4/14 | 0.66 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.0497
[2024-12-12 13:34:22,878][demucs.solver][INFO] - Train | Epoch 94 | 5/14 | 0.73 it/sec | Loss 0.2651 | Reco 0.2651 | Grad 0.0629
[2024-12-12 13:34:23,517][demucs.solver][INFO] - Train | Epoch 94 | 6/14 | 0.79 it/sec | Loss 0.2667 | Reco 0.2667 | Grad 0.0578
[2024-12-12 13:34:24,155][demucs.solver][INFO] - Train | Epoch 94 | 7/14 | 0.85 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.0530
[2024-12-12 13:34:24,792][demucs.solver][INFO] - Train | Epoch 94 | 8/14 | 0.89 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0552
[2024-12-12 13:34:25,431][demucs.solver][INFO] - Train | Epoch 94 | 9/14 | 0.93 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.0551
[2024-12-12 13:34:26,069][demucs.solver][INFO] - Train | Epoch 94 | 10/14 | 0.97 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.0557
[2024-12-12 13:34:26,694][demucs.solver][INFO] - Train | Epoch 94 | 11/14 | 1.00 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0552
[2024-12-12 13:34:27,326][demucs.solver][INFO] - Train | Epoch 94 | 12/14 | 1.03 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.0575
[2024-12-12 13:34:27,957][demucs.solver][INFO] - Train | Epoch 94 | 13/14 | 1.06 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.0589
[2024-12-12 13:34:28,292][demucs.solver][INFO] - Train Summary | Epoch 94 | Loss=0.2561 | Reco=0.2561 | Grad=0.0589
[2024-12-12 13:34:28,292][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:34:28,292][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:34:30,340][demucs.solver][INFO] - Valid | Epoch 94 | 1/20 | 3.40 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.082
[2024-12-12 13:34:30,498][demucs.solver][INFO] - Valid | Epoch 94 | 2/20 | 4.02 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.136
[2024-12-12 13:34:30,683][demucs.solver][INFO] - Valid | Epoch 94 | 3/20 | 4.30 it/sec | Loss 0.4986 | Reco 0.4986 | Nsdr 1.142
[2024-12-12 13:34:30,869][demucs.solver][INFO] - Valid | Epoch 94 | 4/20 | 4.48 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.140
[2024-12-12 13:34:31,076][demucs.solver][INFO] - Valid | Epoch 94 | 5/20 | 4.53 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.127
[2024-12-12 13:34:31,283][demucs.solver][INFO] - Valid | Epoch 94 | 6/20 | 4.57 it/sec | Loss 0.5237 | Reco 0.5237 | Nsdr 1.115
[2024-12-12 13:34:31,472][demucs.solver][INFO] - Valid | Epoch 94 | 7/20 | 4.65 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.117
[2024-12-12 13:34:31,660][demucs.solver][INFO] - Valid | Epoch 94 | 8/20 | 4.72 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.113
[2024-12-12 13:34:31,862][demucs.solver][INFO] - Valid | Epoch 94 | 9/20 | 4.74 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.114
[2024-12-12 13:34:32,032][demucs.solver][INFO] - Valid | Epoch 94 | 10/20 | 4.82 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.097
[2024-12-12 13:34:32,216][demucs.solver][INFO] - Valid | Epoch 94 | 11/20 | 4.87 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.087
[2024-12-12 13:34:32,415][demucs.solver][INFO] - Valid | Epoch 94 | 12/20 | 4.88 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.065
[2024-12-12 13:34:32,600][demucs.solver][INFO] - Valid | Epoch 94 | 13/20 | 4.92 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.061
[2024-12-12 13:34:32,769][demucs.solver][INFO] - Valid | Epoch 94 | 14/20 | 4.97 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.060
[2024-12-12 13:34:32,942][demucs.solver][INFO] - Valid | Epoch 94 | 15/20 | 5.02 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.062
[2024-12-12 13:34:33,138][demucs.solver][INFO] - Valid | Epoch 94 | 16/20 | 5.02 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.062
[2024-12-12 13:34:33,292][demucs.solver][INFO] - Valid | Epoch 94 | 17/20 | 5.09 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.069
[2024-12-12 13:34:33,474][demucs.solver][INFO] - Valid | Epoch 94 | 18/20 | 5.11 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.070
[2024-12-12 13:34:33,659][demucs.solver][INFO] - Valid | Epoch 94 | 19/20 | 5.12 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.075
[2024-12-12 13:34:34,324][demucs.solver][INFO] - Valid Summary | Epoch 94 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.075 | Best=0.5506 | Bname=main
[2024-12-12 13:34:34,325][demucs.solver][INFO] - New best valid loss 0.5506
[2024-12-12 13:34:36,381][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:34:36,381][demucs.solver][INFO] - Training...
[2024-12-12 13:34:46,810][demucs.solver][INFO] - Train | Epoch 95 | 1/14 | 0.22 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.0539
[2024-12-12 13:34:47,610][demucs.solver][INFO] - Train | Epoch 95 | 2/14 | 0.31 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 0.0415
[2024-12-12 13:34:48,331][demucs.solver][INFO] - Train | Epoch 95 | 3/14 | 0.38 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 0.0382
[2024-12-12 13:34:48,977][demucs.solver][INFO] - Train | Epoch 95 | 4/14 | 0.45 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.0361
[2024-12-12 13:34:49,619][demucs.solver][INFO] - Train | Epoch 95 | 5/14 | 0.51 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.0385
[2024-12-12 13:34:50,262][demucs.solver][INFO] - Train | Epoch 95 | 6/14 | 0.57 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0367
[2024-12-12 13:34:51,497][demucs.solver][INFO] - Train | Epoch 95 | 7/14 | 0.59 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0355
[2024-12-12 13:34:52,328][demucs.solver][INFO] - Train | Epoch 95 | 8/14 | 0.62 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 0.0381
[2024-12-12 13:34:53,073][demucs.solver][INFO] - Train | Epoch 95 | 9/14 | 0.66 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 0.0369
[2024-12-12 13:34:53,790][demucs.solver][INFO] - Train | Epoch 95 | 10/14 | 0.69 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0352
[2024-12-12 13:34:54,475][demucs.solver][INFO] - Train | Epoch 95 | 11/14 | 0.72 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.0391
[2024-12-12 13:34:55,113][demucs.solver][INFO] - Train | Epoch 95 | 12/14 | 0.75 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0406
[2024-12-12 13:34:55,804][demucs.solver][INFO] - Train | Epoch 95 | 13/14 | 0.78 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0442
[2024-12-12 13:34:56,139][demucs.solver][INFO] - Train Summary | Epoch 95 | Loss=0.2449 | Reco=0.2449 | Grad=0.0442
[2024-12-12 13:34:56,140][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:34:56,140][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:34:58,355][demucs.solver][INFO] - Valid | Epoch 95 | 1/20 | 2.85 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.081
[2024-12-12 13:34:58,545][demucs.solver][INFO] - Valid | Epoch 95 | 2/20 | 3.36 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.132
[2024-12-12 13:34:58,703][demucs.solver][INFO] - Valid | Epoch 95 | 3/20 | 3.81 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.140
[2024-12-12 13:34:58,888][demucs.solver][INFO] - Valid | Epoch 95 | 4/20 | 4.04 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.139
[2024-12-12 13:34:59,072][demucs.solver][INFO] - Valid | Epoch 95 | 5/20 | 4.23 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.125
[2024-12-12 13:34:59,241][demucs.solver][INFO] - Valid | Epoch 95 | 6/20 | 4.40 it/sec | Loss 0.5239 | Reco 0.5239 | Nsdr 1.114
[2024-12-12 13:34:59,425][demucs.solver][INFO] - Valid | Epoch 95 | 7/20 | 4.51 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.116
[2024-12-12 13:34:59,608][demucs.solver][INFO] - Valid | Epoch 95 | 8/20 | 4.60 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.112
[2024-12-12 13:34:59,777][demucs.solver][INFO] - Valid | Epoch 95 | 9/20 | 4.71 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.113
[2024-12-12 13:34:59,936][demucs.solver][INFO] - Valid | Epoch 95 | 10/20 | 4.82 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.096
[2024-12-12 13:35:00,103][demucs.solver][INFO] - Valid | Epoch 95 | 11/20 | 4.90 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.086
[2024-12-12 13:35:00,292][demucs.solver][INFO] - Valid | Epoch 95 | 12/20 | 4.92 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.064
[2024-12-12 13:35:00,466][demucs.solver][INFO] - Valid | Epoch 95 | 13/20 | 4.97 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 1.060
[2024-12-12 13:35:00,667][demucs.solver][INFO] - Valid | Epoch 95 | 14/20 | 4.98 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.059
[2024-12-12 13:35:00,850][demucs.solver][INFO] - Valid | Epoch 95 | 15/20 | 5.00 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.061
[2024-12-12 13:35:01,017][demucs.solver][INFO] - Valid | Epoch 95 | 16/20 | 5.05 it/sec | Loss 0.5809 | Reco 0.5809 | Nsdr 1.062
[2024-12-12 13:35:01,198][demucs.solver][INFO] - Valid | Epoch 95 | 17/20 | 5.08 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.068
[2024-12-12 13:35:01,365][demucs.solver][INFO] - Valid | Epoch 95 | 18/20 | 5.12 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.069
[2024-12-12 13:35:01,547][demucs.solver][INFO] - Valid | Epoch 95 | 19/20 | 5.13 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.074
[2024-12-12 13:35:01,929][demucs.solver][INFO] - Valid Summary | Epoch 95 | Loss=0.5507 | Reco=0.5507 | Nsdr=1.074 | Best=0.5506 | Bname=main
[2024-12-12 13:35:03,307][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:35:03,307][demucs.solver][INFO] - Training...
[2024-12-12 13:35:09,521][demucs.solver][INFO] - Train | Epoch 96 | 1/14 | 0.43 it/sec | Loss 0.2750 | Reco 0.2750 | Grad 0.0792
[2024-12-12 13:35:11,301][demucs.solver][INFO] - Train | Epoch 96 | 2/14 | 0.47 it/sec | Loss 0.2727 | Reco 0.2727 | Grad 0.0588
[2024-12-12 13:35:11,939][demucs.solver][INFO] - Train | Epoch 96 | 3/14 | 0.56 it/sec | Loss 0.2667 | Reco 0.2667 | Grad 0.0469
[2024-12-12 13:35:12,579][demucs.solver][INFO] - Train | Epoch 96 | 4/14 | 0.65 it/sec | Loss 0.2642 | Reco 0.2642 | Grad 0.0560
[2024-12-12 13:35:13,225][demucs.solver][INFO] - Train | Epoch 96 | 5/14 | 0.72 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.0488
[2024-12-12 13:35:13,875][demucs.solver][INFO] - Train | Epoch 96 | 6/14 | 0.78 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.0510
[2024-12-12 13:35:14,519][demucs.solver][INFO] - Train | Epoch 96 | 7/14 | 0.83 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0484
[2024-12-12 13:35:15,160][demucs.solver][INFO] - Train | Epoch 96 | 8/14 | 0.87 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0447
[2024-12-12 13:35:15,795][demucs.solver][INFO] - Train | Epoch 96 | 9/14 | 0.91 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0435
[2024-12-12 13:35:16,427][demucs.solver][INFO] - Train | Epoch 96 | 10/14 | 0.95 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0419
[2024-12-12 13:35:17,062][demucs.solver][INFO] - Train | Epoch 96 | 11/14 | 0.98 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0485
[2024-12-12 13:35:17,696][demucs.solver][INFO] - Train | Epoch 96 | 12/14 | 1.01 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0490
[2024-12-12 13:35:18,323][demucs.solver][INFO] - Train | Epoch 96 | 13/14 | 1.04 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0468
[2024-12-12 13:35:18,644][demucs.solver][INFO] - Train Summary | Epoch 96 | Loss=0.2453 | Reco=0.2453 | Grad=0.0468
[2024-12-12 13:35:18,644][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:35:18,644][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:35:20,914][demucs.solver][INFO] - Valid | Epoch 96 | 1/20 | 2.60 it/sec | Loss 0.5841 | Reco 0.5841 | Nsdr 1.077
[2024-12-12 13:35:21,150][demucs.solver][INFO] - Valid | Epoch 96 | 2/20 | 2.98 it/sec | Loss 0.4523 | Reco 0.4523 | Nsdr 1.125
[2024-12-12 13:35:21,365][demucs.solver][INFO] - Valid | Epoch 96 | 3/20 | 3.28 it/sec | Loss 0.4990 | Reco 0.4990 | Nsdr 1.133
[2024-12-12 13:35:21,563][demucs.solver][INFO] - Valid | Epoch 96 | 4/20 | 3.52 it/sec | Loss 0.5179 | Reco 0.5179 | Nsdr 1.132
[2024-12-12 13:35:21,748][demucs.solver][INFO] - Valid | Epoch 96 | 5/20 | 3.74 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.119
[2024-12-12 13:35:21,917][demucs.solver][INFO] - Valid | Epoch 96 | 6/20 | 3.95 it/sec | Loss 0.5242 | Reco 0.5242 | Nsdr 1.108
[2024-12-12 13:35:22,122][demucs.solver][INFO] - Valid | Epoch 96 | 7/20 | 4.04 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.111
[2024-12-12 13:35:22,306][demucs.solver][INFO] - Valid | Epoch 96 | 8/20 | 4.16 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.107
[2024-12-12 13:35:22,489][demucs.solver][INFO] - Valid | Epoch 96 | 9/20 | 4.26 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.108
[2024-12-12 13:35:22,692][demucs.solver][INFO] - Valid | Epoch 96 | 10/20 | 4.32 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.091
[2024-12-12 13:35:22,876][demucs.solver][INFO] - Valid | Epoch 96 | 11/20 | 4.39 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.081
[2024-12-12 13:35:23,043][demucs.solver][INFO] - Valid | Epoch 96 | 12/20 | 4.48 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.060
[2024-12-12 13:35:23,215][demucs.solver][INFO] - Valid | Epoch 96 | 13/20 | 4.56 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.055
[2024-12-12 13:35:23,384][demucs.solver][INFO] - Valid | Epoch 96 | 14/20 | 4.63 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.055
[2024-12-12 13:35:23,567][demucs.solver][INFO] - Valid | Epoch 96 | 15/20 | 4.67 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.057
[2024-12-12 13:35:23,756][demucs.solver][INFO] - Valid | Epoch 96 | 16/20 | 4.71 it/sec | Loss 0.5812 | Reco 0.5812 | Nsdr 1.057
[2024-12-12 13:35:23,941][demucs.solver][INFO] - Valid | Epoch 96 | 17/20 | 4.74 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.064
[2024-12-12 13:35:24,121][demucs.solver][INFO] - Valid | Epoch 96 | 18/20 | 4.78 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.064
[2024-12-12 13:35:24,301][demucs.solver][INFO] - Valid | Epoch 96 | 19/20 | 4.81 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.069
[2024-12-12 13:35:24,665][demucs.solver][INFO] - Valid Summary | Epoch 96 | Loss=0.5510 | Reco=0.5510 | Nsdr=1.069 | Best=0.5506 | Bname=main
[2024-12-12 13:35:26,032][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:35:26,032][demucs.solver][INFO] - Training...
[2024-12-12 13:35:32,410][demucs.solver][INFO] - Train | Epoch 97 | 1/14 | 0.42 it/sec | Loss 0.2227 | Reco 0.2227 | Grad 0.0398
[2024-12-12 13:35:33,061][demucs.solver][INFO] - Train | Epoch 97 | 2/14 | 0.55 it/sec | Loss 0.2328 | Reco 0.2328 | Grad 0.0475
[2024-12-12 13:35:33,703][demucs.solver][INFO] - Train | Epoch 97 | 3/14 | 0.66 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.0396
[2024-12-12 13:35:34,346][demucs.solver][INFO] - Train | Epoch 97 | 4/14 | 0.74 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0437
[2024-12-12 13:35:36,617][demucs.solver][INFO] - Train | Epoch 97 | 5/14 | 0.67 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.0536
[2024-12-12 13:35:37,261][demucs.solver][INFO] - Train | Epoch 97 | 6/14 | 0.73 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0554
[2024-12-12 13:35:37,900][demucs.solver][INFO] - Train | Epoch 97 | 7/14 | 0.78 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0546
[2024-12-12 13:35:38,522][demucs.solver][INFO] - Train | Epoch 97 | 8/14 | 0.82 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0545
[2024-12-12 13:35:39,156][demucs.solver][INFO] - Train | Epoch 97 | 9/14 | 0.87 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0555
[2024-12-12 13:35:39,786][demucs.solver][INFO] - Train | Epoch 97 | 10/14 | 0.90 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0529
[2024-12-12 13:35:40,422][demucs.solver][INFO] - Train | Epoch 97 | 11/14 | 0.94 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0542
[2024-12-12 13:35:41,049][demucs.solver][INFO] - Train | Epoch 97 | 12/14 | 0.97 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0517
[2024-12-12 13:35:41,676][demucs.solver][INFO] - Train | Epoch 97 | 13/14 | 1.00 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0514
[2024-12-12 13:35:41,998][demucs.solver][INFO] - Train Summary | Epoch 97 | Loss=0.2523 | Reco=0.2523 | Grad=0.0514
[2024-12-12 13:35:41,999][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:35:41,999][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:35:44,226][demucs.solver][INFO] - Valid | Epoch 97 | 1/20 | 3.02 it/sec | Loss 0.5863 | Reco 0.5863 | Nsdr 1.045
[2024-12-12 13:35:44,423][demucs.solver][INFO] - Valid | Epoch 97 | 2/20 | 3.49 it/sec | Loss 0.4543 | Reco 0.4543 | Nsdr 1.090
[2024-12-12 13:35:44,636][demucs.solver][INFO] - Valid | Epoch 97 | 3/20 | 3.73 it/sec | Loss 0.5012 | Reco 0.5012 | Nsdr 1.098
[2024-12-12 13:35:44,834][demucs.solver][INFO] - Valid | Epoch 97 | 4/20 | 3.94 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.097
[2024-12-12 13:35:45,019][demucs.solver][INFO] - Valid | Epoch 97 | 5/20 | 4.12 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.085
[2024-12-12 13:35:45,209][demucs.solver][INFO] - Valid | Epoch 97 | 6/20 | 4.25 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.075
[2024-12-12 13:35:45,394][demucs.solver][INFO] - Valid | Epoch 97 | 7/20 | 4.37 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.078
[2024-12-12 13:35:45,578][demucs.solver][INFO] - Valid | Epoch 97 | 8/20 | 4.47 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.074
[2024-12-12 13:35:45,776][demucs.solver][INFO] - Valid | Epoch 97 | 9/20 | 4.52 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.075
[2024-12-12 13:35:45,961][demucs.solver][INFO] - Valid | Epoch 97 | 10/20 | 4.59 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.059
[2024-12-12 13:35:46,166][demucs.solver][INFO] - Valid | Epoch 97 | 11/20 | 4.61 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.049
[2024-12-12 13:35:46,374][demucs.solver][INFO] - Valid | Epoch 97 | 12/20 | 4.63 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.029
[2024-12-12 13:35:46,542][demucs.solver][INFO] - Valid | Epoch 97 | 13/20 | 4.70 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.024
[2024-12-12 13:35:46,725][demucs.solver][INFO] - Valid | Epoch 97 | 14/20 | 4.74 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.024
[2024-12-12 13:35:46,924][demucs.solver][INFO] - Valid | Epoch 97 | 15/20 | 4.76 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.026
[2024-12-12 13:35:47,104][demucs.solver][INFO] - Valid | Epoch 97 | 16/20 | 4.80 it/sec | Loss 0.5834 | Reco 0.5834 | Nsdr 1.026
[2024-12-12 13:35:47,284][demucs.solver][INFO] - Valid | Epoch 97 | 17/20 | 4.84 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.032
[2024-12-12 13:35:47,464][demucs.solver][INFO] - Valid | Epoch 97 | 18/20 | 4.87 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.033
[2024-12-12 13:35:47,667][demucs.solver][INFO] - Valid | Epoch 97 | 19/20 | 4.87 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.037
[2024-12-12 13:35:48,082][demucs.solver][INFO] - Valid Summary | Epoch 97 | Loss=0.5532 | Reco=0.5532 | Nsdr=1.037 | Best=0.5506 | Bname=main
[2024-12-12 13:35:50,385][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:35:50,385][demucs.solver][INFO] - Training...
[2024-12-12 13:35:58,800][demucs.solver][INFO] - Train | Epoch 98 | 1/14 | 0.29 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0602
[2024-12-12 13:35:59,442][demucs.solver][INFO] - Train | Epoch 98 | 2/14 | 0.39 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0621
[2024-12-12 13:36:00,087][demucs.solver][INFO] - Train | Epoch 98 | 3/14 | 0.48 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0623
[2024-12-12 13:36:00,727][demucs.solver][INFO] - Train | Epoch 98 | 4/14 | 0.56 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0532
[2024-12-12 13:36:01,368][demucs.solver][INFO] - Train | Epoch 98 | 5/14 | 0.63 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0478
[2024-12-12 13:36:02,005][demucs.solver][INFO] - Train | Epoch 98 | 6/14 | 0.69 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0465
[2024-12-12 13:36:02,640][demucs.solver][INFO] - Train | Epoch 98 | 7/14 | 0.74 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0483
[2024-12-12 13:36:03,274][demucs.solver][INFO] - Train | Epoch 98 | 8/14 | 0.78 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0457
[2024-12-12 13:36:03,900][demucs.solver][INFO] - Train | Epoch 98 | 9/14 | 0.83 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 0.0430
[2024-12-12 13:36:04,531][demucs.solver][INFO] - Train | Epoch 98 | 10/14 | 0.86 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0438
[2024-12-12 13:36:05,155][demucs.solver][INFO] - Train | Epoch 98 | 11/14 | 0.90 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0440
[2024-12-12 13:36:05,783][demucs.solver][INFO] - Train | Epoch 98 | 12/14 | 0.93 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0449
[2024-12-12 13:36:06,409][demucs.solver][INFO] - Train | Epoch 98 | 13/14 | 0.96 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0428
[2024-12-12 13:36:06,721][demucs.solver][INFO] - Train Summary | Epoch 98 | Loss=0.2525 | Reco=0.2525 | Grad=0.0428
[2024-12-12 13:36:06,721][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:36:06,721][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:36:09,155][demucs.solver][INFO] - Valid | Epoch 98 | 1/20 | 2.26 it/sec | Loss 0.5862 | Reco 0.5862 | Nsdr 1.047
[2024-12-12 13:36:09,468][demucs.solver][INFO] - Valid | Epoch 98 | 2/20 | 2.51 it/sec | Loss 0.4540 | Reco 0.4540 | Nsdr 1.094
[2024-12-12 13:36:10,131][demucs.solver][INFO] - Valid | Epoch 98 | 3/20 | 2.15 it/sec | Loss 0.5009 | Reco 0.5009 | Nsdr 1.101
[2024-12-12 13:36:10,643][demucs.solver][INFO] - Valid | Epoch 98 | 4/20 | 2.11 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.100
[2024-12-12 13:36:10,951][demucs.solver][INFO] - Valid | Epoch 98 | 5/20 | 2.24 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.087
[2024-12-12 13:36:11,310][demucs.solver][INFO] - Valid | Epoch 98 | 6/20 | 2.30 it/sec | Loss 0.5262 | Reco 0.5262 | Nsdr 1.077
[2024-12-12 13:36:11,792][demucs.solver][INFO] - Valid | Epoch 98 | 7/20 | 2.27 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.079
[2024-12-12 13:36:12,157][demucs.solver][INFO] - Valid | Epoch 98 | 8/20 | 2.32 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.075
[2024-12-12 13:36:12,541][demucs.solver][INFO] - Valid | Epoch 98 | 9/20 | 2.34 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.076
[2024-12-12 13:36:12,935][demucs.solver][INFO] - Valid | Epoch 98 | 10/20 | 2.36 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.060
[2024-12-12 13:36:13,202][demucs.solver][INFO] - Valid | Epoch 98 | 11/20 | 2.43 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.050
[2024-12-12 13:36:13,574][demucs.solver][INFO] - Valid | Epoch 98 | 12/20 | 2.45 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.030
[2024-12-12 13:36:14,003][demucs.solver][INFO] - Valid | Epoch 98 | 13/20 | 2.44 it/sec | Loss 0.5802 | Reco 0.5802 | Nsdr 1.025
[2024-12-12 13:36:14,373][demucs.solver][INFO] - Valid | Epoch 98 | 14/20 | 2.46 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.025
[2024-12-12 13:36:14,721][demucs.solver][INFO] - Valid | Epoch 98 | 15/20 | 2.48 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.027
[2024-12-12 13:36:15,119][demucs.solver][INFO] - Valid | Epoch 98 | 16/20 | 2.48 it/sec | Loss 0.5834 | Reco 0.5834 | Nsdr 1.027
[2024-12-12 13:36:15,421][demucs.solver][INFO] - Valid | Epoch 98 | 17/20 | 2.52 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.034
[2024-12-12 13:36:15,805][demucs.solver][INFO] - Valid | Epoch 98 | 18/20 | 2.52 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.034
[2024-12-12 13:36:16,109][demucs.solver][INFO] - Valid | Epoch 98 | 19/20 | 2.55 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.039
[2024-12-12 13:36:16,638][demucs.solver][INFO] - Valid Summary | Epoch 98 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.039 | Best=0.5506 | Bname=main
[2024-12-12 13:36:18,073][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:36:18,073][demucs.solver][INFO] - Training...
[2024-12-12 13:36:23,211][demucs.solver][INFO] - Train | Epoch 99 | 1/14 | 0.60 it/sec | Loss 0.2640 | Reco 0.2640 | Grad 0.0386
[2024-12-12 13:36:25,153][demucs.solver][INFO] - Train | Epoch 99 | 2/14 | 0.57 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.0328
[2024-12-12 13:36:25,980][demucs.solver][INFO] - Train | Epoch 99 | 3/14 | 0.65 it/sec | Loss 0.2663 | Reco 0.2663 | Grad 0.0321
[2024-12-12 13:36:26,647][demucs.solver][INFO] - Train | Epoch 99 | 4/14 | 0.74 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 0.0297
[2024-12-12 13:36:27,287][demucs.solver][INFO] - Train | Epoch 99 | 5/14 | 0.81 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.0378
[2024-12-12 13:36:27,924][demucs.solver][INFO] - Train | Epoch 99 | 6/14 | 0.87 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0361
[2024-12-12 13:36:28,567][demucs.solver][INFO] - Train | Epoch 99 | 7/14 | 0.92 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.0346
[2024-12-12 13:36:29,207][demucs.solver][INFO] - Train | Epoch 99 | 8/14 | 0.96 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0374
[2024-12-12 13:36:29,846][demucs.solver][INFO] - Train | Epoch 99 | 9/14 | 1.00 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0368
[2024-12-12 13:36:30,477][demucs.solver][INFO] - Train | Epoch 99 | 10/14 | 1.04 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0368
[2024-12-12 13:36:31,103][demucs.solver][INFO] - Train | Epoch 99 | 11/14 | 1.07 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.0347
[2024-12-12 13:36:31,737][demucs.solver][INFO] - Train | Epoch 99 | 12/14 | 1.09 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0345
[2024-12-12 13:36:32,366][demucs.solver][INFO] - Train | Epoch 99 | 13/14 | 1.12 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0347
[2024-12-12 13:36:32,652][demucs.solver][INFO] - Train Summary | Epoch 99 | Loss=0.2453 | Reco=0.2453 | Grad=0.0347
[2024-12-12 13:36:32,653][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:36:32,653][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:36:35,005][demucs.solver][INFO] - Valid | Epoch 99 | 1/20 | 2.58 it/sec | Loss 0.5867 | Reco 0.5867 | Nsdr 1.041
[2024-12-12 13:36:35,182][demucs.solver][INFO] - Valid | Epoch 99 | 2/20 | 3.14 it/sec | Loss 0.4543 | Reco 0.4543 | Nsdr 1.088
[2024-12-12 13:36:35,356][demucs.solver][INFO] - Valid | Epoch 99 | 3/20 | 3.55 it/sec | Loss 0.5012 | Reco 0.5012 | Nsdr 1.095
[2024-12-12 13:36:35,553][demucs.solver][INFO] - Valid | Epoch 99 | 4/20 | 3.77 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.094
[2024-12-12 13:36:35,751][demucs.solver][INFO] - Valid | Epoch 99 | 5/20 | 3.94 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.082
[2024-12-12 13:36:35,952][demucs.solver][INFO] - Valid | Epoch 99 | 6/20 | 4.06 it/sec | Loss 0.5266 | Reco 0.5266 | Nsdr 1.071
[2024-12-12 13:36:36,124][demucs.solver][INFO] - Valid | Epoch 99 | 7/20 | 4.22 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.074
[2024-12-12 13:36:36,291][demucs.solver][INFO] - Valid | Epoch 99 | 8/20 | 4.36 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.070
[2024-12-12 13:36:36,465][demucs.solver][INFO] - Valid | Epoch 99 | 9/20 | 4.47 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.071
[2024-12-12 13:36:36,650][demucs.solver][INFO] - Valid | Epoch 99 | 10/20 | 4.54 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.055
[2024-12-12 13:36:36,858][demucs.solver][INFO] - Valid | Epoch 99 | 11/20 | 4.56 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.045
[2024-12-12 13:36:37,043][demucs.solver][INFO] - Valid | Epoch 99 | 12/20 | 4.62 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.024
[2024-12-12 13:36:37,229][demucs.solver][INFO] - Valid | Epoch 99 | 13/20 | 4.67 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.020
[2024-12-12 13:36:37,414][demucs.solver][INFO] - Valid | Epoch 99 | 14/20 | 4.71 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.020
[2024-12-12 13:36:37,585][demucs.solver][INFO] - Valid | Epoch 99 | 15/20 | 4.77 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.022
[2024-12-12 13:36:37,780][demucs.solver][INFO] - Valid | Epoch 99 | 16/20 | 4.79 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.022
[2024-12-12 13:36:37,978][demucs.solver][INFO] - Valid | Epoch 99 | 17/20 | 4.80 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.028
[2024-12-12 13:36:38,131][demucs.solver][INFO] - Valid | Epoch 99 | 18/20 | 4.87 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.029
[2024-12-12 13:36:38,316][demucs.solver][INFO] - Valid | Epoch 99 | 19/20 | 4.89 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.033
[2024-12-12 13:36:38,670][demucs.solver][INFO] - Valid Summary | Epoch 99 | Loss=0.5535 | Reco=0.5535 | Nsdr=1.033 | Best=0.5506 | Bname=main
[2024-12-12 13:36:40,187][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:36:40,187][demucs.solver][INFO] - Training...
[2024-12-12 13:36:49,842][demucs.solver][INFO] - Train | Epoch 100 | 1/14 | 0.25 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.0707
[2024-12-12 13:36:50,491][demucs.solver][INFO] - Train | Epoch 100 | 2/14 | 0.35 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0750
[2024-12-12 13:36:51,128][demucs.solver][INFO] - Train | Epoch 100 | 3/14 | 0.43 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0833
[2024-12-12 13:36:51,765][demucs.solver][INFO] - Train | Epoch 100 | 4/14 | 0.50 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 0.0747
[2024-12-12 13:36:52,408][demucs.solver][INFO] - Train | Epoch 100 | 5/14 | 0.57 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0672
[2024-12-12 13:36:53,046][demucs.solver][INFO] - Train | Epoch 100 | 6/14 | 0.63 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0595
[2024-12-12 13:36:53,691][demucs.solver][INFO] - Train | Epoch 100 | 7/14 | 0.68 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0550
[2024-12-12 13:36:54,327][demucs.solver][INFO] - Train | Epoch 100 | 8/14 | 0.72 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0499
[2024-12-12 13:36:54,964][demucs.solver][INFO] - Train | Epoch 100 | 9/14 | 0.76 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0489
[2024-12-12 13:36:55,612][demucs.solver][INFO] - Train | Epoch 100 | 10/14 | 0.80 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.0547
[2024-12-12 13:36:56,239][demucs.solver][INFO] - Train | Epoch 100 | 11/14 | 0.83 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.0526
[2024-12-12 13:36:56,867][demucs.solver][INFO] - Train | Epoch 100 | 12/14 | 0.87 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.0507
[2024-12-12 13:36:57,496][demucs.solver][INFO] - Train | Epoch 100 | 13/14 | 0.89 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0509
[2024-12-12 13:36:57,802][demucs.solver][INFO] - Train Summary | Epoch 100 | Loss=0.2453 | Reco=0.2453 | Grad=0.0509
[2024-12-12 13:36:57,803][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:36:57,803][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:36:59,941][demucs.solver][INFO] - Valid | Epoch 100 | 1/20 | 3.34 it/sec | Loss 0.5857 | Reco 0.5857 | Nsdr 1.055
[2024-12-12 13:37:00,145][demucs.solver][INFO] - Valid | Epoch 100 | 2/20 | 3.74 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 1.104
[2024-12-12 13:37:00,335][demucs.solver][INFO] - Valid | Epoch 100 | 3/20 | 4.03 it/sec | Loss 0.5006 | Reco 0.5006 | Nsdr 1.111
[2024-12-12 13:37:00,506][demucs.solver][INFO] - Valid | Epoch 100 | 4/20 | 4.30 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.109
[2024-12-12 13:37:00,677][demucs.solver][INFO] - Valid | Epoch 100 | 5/20 | 4.50 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.096
[2024-12-12 13:37:00,877][demucs.solver][INFO] - Valid | Epoch 100 | 6/20 | 4.56 it/sec | Loss 0.5258 | Reco 0.5258 | Nsdr 1.086
[2024-12-12 13:37:01,064][demucs.solver][INFO] - Valid | Epoch 100 | 7/20 | 4.65 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.088
[2024-12-12 13:37:01,268][demucs.solver][INFO] - Valid | Epoch 100 | 8/20 | 4.67 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.083
[2024-12-12 13:37:01,476][demucs.solver][INFO] - Valid | Epoch 100 | 9/20 | 4.69 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.084
[2024-12-12 13:37:01,644][demucs.solver][INFO] - Valid | Epoch 100 | 10/20 | 4.78 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.068
[2024-12-12 13:37:01,824][demucs.solver][INFO] - Valid | Epoch 100 | 11/20 | 4.84 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.058
[2024-12-12 13:37:02,008][demucs.solver][INFO] - Valid | Epoch 100 | 12/20 | 4.88 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.037
[2024-12-12 13:37:02,206][demucs.solver][INFO] - Valid | Epoch 100 | 13/20 | 4.89 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.033
[2024-12-12 13:37:02,390][demucs.solver][INFO] - Valid | Epoch 100 | 14/20 | 4.92 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.033
[2024-12-12 13:37:02,578][demucs.solver][INFO] - Valid | Epoch 100 | 15/20 | 4.95 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.035
[2024-12-12 13:37:02,737][demucs.solver][INFO] - Valid | Epoch 100 | 16/20 | 5.01 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.035
[2024-12-12 13:37:02,921][demucs.solver][INFO] - Valid | Epoch 100 | 17/20 | 5.03 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.041
[2024-12-12 13:37:03,101][demucs.solver][INFO] - Valid | Epoch 100 | 18/20 | 5.06 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.042
[2024-12-12 13:37:03,270][demucs.solver][INFO] - Valid | Epoch 100 | 19/20 | 5.09 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.047
[2024-12-12 13:37:03,658][demucs.solver][INFO] - Valid Summary | Epoch 100 | Loss=0.5527 | Reco=0.5527 | Nsdr=1.047 | Best=0.5506 | Bname=main
[2024-12-12 13:37:03,659][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:37:03,659][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 13:37:16,968][demucs.evaluate][INFO] - Eval | 1/20 | 0.31 it/sec
[2024-12-12 13:37:20,159][demucs.evaluate][INFO] - Eval | 2/20 | 0.31 it/sec
[2024-12-12 13:37:23,359][demucs.evaluate][INFO] - Eval | 3/20 | 0.31 it/sec
[2024-12-12 13:37:26,578][demucs.evaluate][INFO] - Eval | 4/20 | 0.31 it/sec
[2024-12-12 13:37:29,811][demucs.evaluate][INFO] - Eval | 5/20 | 0.31 it/sec
[2024-12-12 13:37:33,013][demucs.evaluate][INFO] - Eval | 6/20 | 0.31 it/sec
[2024-12-12 13:37:36,281][demucs.evaluate][INFO] - Eval | 7/20 | 0.31 it/sec
[2024-12-12 13:37:39,513][demucs.evaluate][INFO] - Eval | 8/20 | 0.31 it/sec
[2024-12-12 13:37:42,770][demucs.evaluate][INFO] - Eval | 9/20 | 0.31 it/sec
[2024-12-12 13:37:46,055][demucs.evaluate][INFO] - Eval | 10/20 | 0.31 it/sec
[2024-12-12 13:37:49,247][demucs.evaluate][INFO] - Eval | 11/20 | 0.31 it/sec
[2024-12-12 13:37:52,431][demucs.evaluate][INFO] - Eval | 12/20 | 0.31 it/sec
[2024-12-12 13:37:55,636][demucs.evaluate][INFO] - Eval | 13/20 | 0.31 it/sec
[2024-12-12 13:37:58,838][demucs.evaluate][INFO] - Eval | 14/20 | 0.31 it/sec
[2024-12-12 13:38:02,116][demucs.evaluate][INFO] - Eval | 15/20 | 0.31 it/sec
[2024-12-12 13:38:05,340][demucs.evaluate][INFO] - Eval | 16/20 | 0.31 it/sec
[2024-12-12 13:38:08,651][demucs.evaluate][INFO] - Eval | 17/20 | 0.31 it/sec
[2024-12-12 13:38:11,840][demucs.evaluate][INFO] - Eval | 18/20 | 0.31 it/sec
[2024-12-12 13:38:15,066][demucs.evaluate][INFO] - Eval | 19/20 | 0.31 it/sec
[2024-12-12 13:38:15,091][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 81.41 it/sec
[2024-12-12 13:38:15,117][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 59.92 it/sec
[2024-12-12 13:38:15,128][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 65.12 it/sec
[2024-12-12 13:38:15,137][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 71.48 it/sec
[2024-12-12 13:38:15,148][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 74.07 it/sec
[2024-12-12 13:38:15,169][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 68.40 it/sec
[2024-12-12 13:38:15,176][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 73.09 it/sec
[2024-12-12 13:38:15,191][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 72.40 it/sec
[2024-12-12 13:38:15,199][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 75.92 it/sec
[2024-12-12 13:38:15,223][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 70.32 it/sec
[2024-12-12 13:38:15,232][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 72.77 it/sec
[2024-12-12 13:38:15,241][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 74.57 it/sec
[2024-12-12 13:38:15,257][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 73.59 it/sec
[2024-12-12 13:38:15,289][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 67.39 it/sec
[2024-12-12 13:38:15,303][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 67.72 it/sec
[2024-12-12 13:38:15,315][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 68.43 it/sec
[2024-12-12 13:38:15,325][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 69.83 it/sec
[2024-12-12 13:38:15,335][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 70.88 it/sec
[2024-12-12 13:38:15,343][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 72.43 it/sec
[2024-12-12 13:38:15,402][demucs.solver][INFO] - Test Summary | Epoch 100 | Nsdr=0.939 | Nsdr_drums=0.955 | Nsdr_bass=0.967 | Nsdr_other=0.919 | Nsdr_vocals=0.915
[2024-12-12 13:38:16,804][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:38:16,805][demucs.solver][INFO] - Training...
[2024-12-12 13:38:25,540][demucs.solver][INFO] - Train | Epoch 101 | 1/14 | 0.28 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0190
[2024-12-12 13:38:26,254][demucs.solver][INFO] - Train | Epoch 101 | 2/14 | 0.38 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0288
[2024-12-12 13:38:26,896][demucs.solver][INFO] - Train | Epoch 101 | 3/14 | 0.47 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0274
[2024-12-12 13:38:27,544][demucs.solver][INFO] - Train | Epoch 101 | 4/14 | 0.54 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.0240
[2024-12-12 13:38:28,181][demucs.solver][INFO] - Train | Epoch 101 | 5/14 | 0.61 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0241
[2024-12-12 13:38:28,817][demucs.solver][INFO] - Train | Epoch 101 | 6/14 | 0.67 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0255
[2024-12-12 13:38:29,452][demucs.solver][INFO] - Train | Epoch 101 | 7/14 | 0.72 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0335
[2024-12-12 13:38:30,084][demucs.solver][INFO] - Train | Epoch 101 | 8/14 | 0.77 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.0353
[2024-12-12 13:38:30,716][demucs.solver][INFO] - Train | Epoch 101 | 9/14 | 0.81 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0359
[2024-12-12 13:38:31,343][demucs.solver][INFO] - Train | Epoch 101 | 10/14 | 0.85 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0395
[2024-12-12 13:38:31,968][demucs.solver][INFO] - Train | Epoch 101 | 11/14 | 0.88 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0389
[2024-12-12 13:38:32,595][demucs.solver][INFO] - Train | Epoch 101 | 12/14 | 0.91 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0376
[2024-12-12 13:38:33,226][demucs.solver][INFO] - Train | Epoch 101 | 13/14 | 0.94 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0369
[2024-12-12 13:38:33,529][demucs.solver][INFO] - Train Summary | Epoch 101 | Loss=0.2474 | Reco=0.2474 | Grad=0.0369
[2024-12-12 13:38:33,529][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:38:33,529][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:38:35,631][demucs.solver][INFO] - Valid | Epoch 101 | 1/20 | 3.29 it/sec | Loss 0.5846 | Reco 0.5846 | Nsdr 1.071
[2024-12-12 13:38:35,802][demucs.solver][INFO] - Valid | Epoch 101 | 2/20 | 3.86 it/sec | Loss 0.4527 | Reco 0.4527 | Nsdr 1.120
[2024-12-12 13:38:36,020][demucs.solver][INFO] - Valid | Epoch 101 | 3/20 | 4.02 it/sec | Loss 0.4995 | Reco 0.4995 | Nsdr 1.126
[2024-12-12 13:38:36,207][demucs.solver][INFO] - Valid | Epoch 101 | 4/20 | 4.22 it/sec | Loss 0.5184 | Reco 0.5184 | Nsdr 1.125
[2024-12-12 13:38:36,409][demucs.solver][INFO] - Valid | Epoch 101 | 5/20 | 4.33 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.112
[2024-12-12 13:38:36,594][demucs.solver][INFO] - Valid | Epoch 101 | 6/20 | 4.46 it/sec | Loss 0.5247 | Reco 0.5247 | Nsdr 1.101
[2024-12-12 13:38:36,768][demucs.solver][INFO] - Valid | Epoch 101 | 7/20 | 4.58 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.103
[2024-12-12 13:38:36,939][demucs.solver][INFO] - Valid | Epoch 101 | 8/20 | 4.70 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.099
[2024-12-12 13:38:37,134][demucs.solver][INFO] - Valid | Epoch 101 | 9/20 | 4.74 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.100
[2024-12-12 13:38:37,322][demucs.solver][INFO] - Valid | Epoch 101 | 10/20 | 4.79 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.084
[2024-12-12 13:38:37,502][demucs.solver][INFO] - Valid | Epoch 101 | 11/20 | 4.84 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.073
[2024-12-12 13:38:37,685][demucs.solver][INFO] - Valid | Epoch 101 | 12/20 | 4.88 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.052
[2024-12-12 13:38:37,880][demucs.solver][INFO] - Valid | Epoch 101 | 13/20 | 4.90 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.048
[2024-12-12 13:38:38,071][demucs.solver][INFO] - Valid | Epoch 101 | 14/20 | 4.92 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.048
[2024-12-12 13:38:38,248][demucs.solver][INFO] - Valid | Epoch 101 | 15/20 | 4.96 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 1.050
[2024-12-12 13:38:38,427][demucs.solver][INFO] - Valid | Epoch 101 | 16/20 | 4.99 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.050
[2024-12-12 13:38:38,623][demucs.solver][INFO] - Valid | Epoch 101 | 17/20 | 5.00 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.056
[2024-12-12 13:38:38,805][demucs.solver][INFO] - Valid | Epoch 101 | 18/20 | 5.03 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.057
[2024-12-12 13:38:38,983][demucs.solver][INFO] - Valid | Epoch 101 | 19/20 | 5.05 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.061
[2024-12-12 13:38:39,428][demucs.solver][INFO] - Valid Summary | Epoch 101 | Loss=0.5516 | Reco=0.5516 | Nsdr=1.061 | Best=0.5506 | Bname=main
[2024-12-12 13:38:40,797][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:38:40,797][demucs.solver][INFO] - Training...
[2024-12-12 13:38:48,293][demucs.solver][INFO] - Train | Epoch 102 | 1/14 | 0.34 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0199
[2024-12-12 13:38:48,947][demucs.solver][INFO] - Train | Epoch 102 | 2/14 | 0.45 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0343
[2024-12-12 13:38:49,594][demucs.solver][INFO] - Train | Epoch 102 | 3/14 | 0.55 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0336
[2024-12-12 13:38:50,231][demucs.solver][INFO] - Train | Epoch 102 | 4/14 | 0.63 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0446
[2024-12-12 13:38:50,871][demucs.solver][INFO] - Train | Epoch 102 | 5/14 | 0.70 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.0407
[2024-12-12 13:38:51,512][demucs.solver][INFO] - Train | Epoch 102 | 6/14 | 0.76 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 0.0468
[2024-12-12 13:38:52,159][demucs.solver][INFO] - Train | Epoch 102 | 7/14 | 0.81 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0489
[2024-12-12 13:38:52,799][demucs.solver][INFO] - Train | Epoch 102 | 8/14 | 0.86 it/sec | Loss 0.2616 | Reco 0.2616 | Grad 0.0492
[2024-12-12 13:38:53,438][demucs.solver][INFO] - Train | Epoch 102 | 9/14 | 0.90 it/sec | Loss 0.2634 | Reco 0.2634 | Grad 0.0460
[2024-12-12 13:38:54,072][demucs.solver][INFO] - Train | Epoch 102 | 10/14 | 0.94 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.0438
[2024-12-12 13:38:54,711][demucs.solver][INFO] - Train | Epoch 102 | 11/14 | 0.97 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0442
[2024-12-12 13:38:57,151][demucs.solver][INFO] - Train | Epoch 102 | 12/14 | 0.88 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0450
[2024-12-12 13:38:57,787][demucs.solver][INFO] - Train | Epoch 102 | 13/14 | 0.91 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0434
[2024-12-12 13:38:58,111][demucs.solver][INFO] - Train Summary | Epoch 102 | Loss=0.2523 | Reco=0.2523 | Grad=0.0434
[2024-12-12 13:38:58,111][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:38:58,111][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:39:00,510][demucs.solver][INFO] - Valid | Epoch 102 | 1/20 | 2.44 it/sec | Loss 0.5843 | Reco 0.5843 | Nsdr 1.075
[2024-12-12 13:39:00,927][demucs.solver][INFO] - Valid | Epoch 102 | 2/20 | 2.42 it/sec | Loss 0.4526 | Reco 0.4526 | Nsdr 1.125
[2024-12-12 13:39:01,343][demucs.solver][INFO] - Valid | Epoch 102 | 3/20 | 2.42 it/sec | Loss 0.4993 | Reco 0.4993 | Nsdr 1.131
[2024-12-12 13:39:01,744][demucs.solver][INFO] - Valid | Epoch 102 | 4/20 | 2.43 it/sec | Loss 0.5182 | Reco 0.5182 | Nsdr 1.130
[2024-12-12 13:39:02,164][demucs.solver][INFO] - Valid | Epoch 102 | 5/20 | 2.42 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.117
[2024-12-12 13:39:02,412][demucs.solver][INFO] - Valid | Epoch 102 | 6/20 | 2.57 it/sec | Loss 0.5243 | Reco 0.5243 | Nsdr 1.107
[2024-12-12 13:39:02,736][demucs.solver][INFO] - Valid | Epoch 102 | 7/20 | 2.63 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.109
[2024-12-12 13:39:03,335][demucs.solver][INFO] - Valid | Epoch 102 | 8/20 | 2.47 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.105
[2024-12-12 13:39:03,890][demucs.solver][INFO] - Valid | Epoch 102 | 9/20 | 2.38 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.106
[2024-12-12 13:39:04,172][demucs.solver][INFO] - Valid | Epoch 102 | 10/20 | 2.45 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.090
[2024-12-12 13:39:04,455][demucs.solver][INFO] - Valid | Epoch 102 | 11/20 | 2.52 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.079
[2024-12-12 13:39:04,733][demucs.solver][INFO] - Valid | Epoch 102 | 12/20 | 2.58 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.058
[2024-12-12 13:39:05,055][demucs.solver][INFO] - Valid | Epoch 102 | 13/20 | 2.61 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.054
[2024-12-12 13:39:05,298][demucs.solver][INFO] - Valid | Epoch 102 | 14/20 | 2.67 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.053
[2024-12-12 13:39:05,481][demucs.solver][INFO] - Valid | Epoch 102 | 15/20 | 2.76 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.055
[2024-12-12 13:39:05,678][demucs.solver][INFO] - Valid | Epoch 102 | 16/20 | 2.84 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.056
[2024-12-12 13:39:05,872][demucs.solver][INFO] - Valid | Epoch 102 | 17/20 | 2.91 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.062
[2024-12-12 13:39:06,039][demucs.solver][INFO] - Valid | Epoch 102 | 18/20 | 2.99 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.062
[2024-12-12 13:39:06,206][demucs.solver][INFO] - Valid | Epoch 102 | 19/20 | 3.07 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.067
[2024-12-12 13:39:06,607][demucs.solver][INFO] - Valid Summary | Epoch 102 | Loss=0.5512 | Reco=0.5512 | Nsdr=1.067 | Best=0.5506 | Bname=main
[2024-12-12 13:39:07,988][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:39:07,988][demucs.solver][INFO] - Training...
[2024-12-12 13:39:18,946][demucs.solver][INFO] - Train | Epoch 103 | 1/14 | 0.21 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0460
[2024-12-12 13:39:19,579][demucs.solver][INFO] - Train | Epoch 103 | 2/14 | 0.30 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0411
[2024-12-12 13:39:20,208][demucs.solver][INFO] - Train | Epoch 103 | 3/14 | 0.37 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0352
[2024-12-12 13:39:20,835][demucs.solver][INFO] - Train | Epoch 103 | 4/14 | 0.44 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.0445
[2024-12-12 13:39:21,464][demucs.solver][INFO] - Train | Epoch 103 | 5/14 | 0.50 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.0434
[2024-12-12 13:39:22,092][demucs.solver][INFO] - Train | Epoch 103 | 6/14 | 0.56 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0511
[2024-12-12 13:39:22,718][demucs.solver][INFO] - Train | Epoch 103 | 7/14 | 0.61 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0484
[2024-12-12 13:39:23,344][demucs.solver][INFO] - Train | Epoch 103 | 8/14 | 0.65 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0564
[2024-12-12 13:39:23,970][demucs.solver][INFO] - Train | Epoch 103 | 9/14 | 0.69 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0517
[2024-12-12 13:39:24,600][demucs.solver][INFO] - Train | Epoch 103 | 10/14 | 0.73 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.0505
[2024-12-12 13:39:25,227][demucs.solver][INFO] - Train | Epoch 103 | 11/14 | 0.76 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0491
[2024-12-12 13:39:25,858][demucs.solver][INFO] - Train | Epoch 103 | 12/14 | 0.80 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0518
[2024-12-12 13:39:26,487][demucs.solver][INFO] - Train | Epoch 103 | 13/14 | 0.82 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0509
[2024-12-12 13:39:26,803][demucs.solver][INFO] - Train Summary | Epoch 103 | Loss=0.2521 | Reco=0.2521 | Grad=0.0509
[2024-12-12 13:39:26,803][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:39:26,803][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:39:29,546][demucs.solver][INFO] - Valid | Epoch 103 | 1/20 | 2.08 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.083
[2024-12-12 13:39:29,993][demucs.solver][INFO] - Valid | Epoch 103 | 2/20 | 2.13 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.133
[2024-12-12 13:39:30,297][demucs.solver][INFO] - Valid | Epoch 103 | 3/20 | 2.34 it/sec | Loss 0.4985 | Reco 0.4985 | Nsdr 1.139
[2024-12-12 13:39:30,676][demucs.solver][INFO] - Valid | Epoch 103 | 4/20 | 2.39 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.139
[2024-12-12 13:39:31,007][demucs.solver][INFO] - Valid | Epoch 103 | 5/20 | 2.48 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.126
[2024-12-12 13:39:31,379][demucs.solver][INFO] - Valid | Epoch 103 | 6/20 | 2.50 it/sec | Loss 0.5237 | Reco 0.5237 | Nsdr 1.115
[2024-12-12 13:39:31,717][demucs.solver][INFO] - Valid | Epoch 103 | 7/20 | 2.55 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.117
[2024-12-12 13:39:32,020][demucs.solver][INFO] - Valid | Epoch 103 | 8/20 | 2.62 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.114
[2024-12-12 13:39:32,289][demucs.solver][INFO] - Valid | Epoch 103 | 9/20 | 2.70 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.114
[2024-12-12 13:39:32,646][demucs.solver][INFO] - Valid | Epoch 103 | 10/20 | 2.71 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.098
[2024-12-12 13:39:32,838][demucs.solver][INFO] - Valid | Epoch 103 | 11/20 | 2.82 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.087
[2024-12-12 13:39:33,035][demucs.solver][INFO] - Valid | Epoch 103 | 12/20 | 2.92 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.066
[2024-12-12 13:39:33,234][demucs.solver][INFO] - Valid | Epoch 103 | 13/20 | 3.01 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.062
[2024-12-12 13:39:33,469][demucs.solver][INFO] - Valid | Epoch 103 | 14/20 | 3.07 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.061
[2024-12-12 13:39:33,688][demucs.solver][INFO] - Valid | Epoch 103 | 15/20 | 3.14 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.064
[2024-12-12 13:39:33,904][demucs.solver][INFO] - Valid | Epoch 103 | 16/20 | 3.20 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.064
[2024-12-12 13:39:34,074][demucs.solver][INFO] - Valid | Epoch 103 | 17/20 | 3.28 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.070
[2024-12-12 13:39:34,312][demucs.solver][INFO] - Valid | Epoch 103 | 18/20 | 3.32 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.071
[2024-12-12 13:39:34,504][demucs.solver][INFO] - Valid | Epoch 103 | 19/20 | 3.38 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.076
[2024-12-12 13:39:34,892][demucs.solver][INFO] - Valid Summary | Epoch 103 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.076 | Best=0.5505 | Bname=main
[2024-12-12 13:39:34,892][demucs.solver][INFO] - New best valid loss 0.5505
[2024-12-12 13:39:36,760][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:39:36,760][demucs.solver][INFO] - Training...
[2024-12-12 13:39:45,259][demucs.solver][INFO] - Train | Epoch 104 | 1/14 | 0.29 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0441
[2024-12-12 13:39:46,266][demucs.solver][INFO] - Train | Epoch 104 | 2/14 | 0.38 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0406
[2024-12-12 13:39:46,961][demucs.solver][INFO] - Train | Epoch 104 | 3/14 | 0.46 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0424
[2024-12-12 13:39:47,612][demucs.solver][INFO] - Train | Epoch 104 | 4/14 | 0.54 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.0747
[2024-12-12 13:39:48,335][demucs.solver][INFO] - Train | Epoch 104 | 5/14 | 0.60 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0687
[2024-12-12 13:39:48,995][demucs.solver][INFO] - Train | Epoch 104 | 6/14 | 0.65 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0689
[2024-12-12 13:39:49,707][demucs.solver][INFO] - Train | Epoch 104 | 7/14 | 0.70 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0665
[2024-12-12 13:39:50,350][demucs.solver][INFO] - Train | Epoch 104 | 8/14 | 0.75 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0627
[2024-12-12 13:39:51,019][demucs.solver][INFO] - Train | Epoch 104 | 9/14 | 0.79 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0618
[2024-12-12 13:39:51,705][demucs.solver][INFO] - Train | Epoch 104 | 10/14 | 0.82 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0630
[2024-12-12 13:39:52,430][demucs.solver][INFO] - Train | Epoch 104 | 11/14 | 0.85 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0613
[2024-12-12 13:39:53,073][demucs.solver][INFO] - Train | Epoch 104 | 12/14 | 0.88 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0649
[2024-12-12 13:39:53,793][demucs.solver][INFO] - Train | Epoch 104 | 13/14 | 0.90 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0689
[2024-12-12 13:39:54,116][demucs.solver][INFO] - Train Summary | Epoch 104 | Loss=0.2495 | Reco=0.2495 | Grad=0.0689
[2024-12-12 13:39:54,117][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:39:54,117][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:39:56,551][demucs.solver][INFO] - Valid | Epoch 104 | 1/20 | 2.19 it/sec | Loss 0.5856 | Reco 0.5856 | Nsdr 1.058
[2024-12-12 13:39:56,876][demucs.solver][INFO] - Valid | Epoch 104 | 2/20 | 2.42 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 1.105
[2024-12-12 13:39:57,233][demucs.solver][INFO] - Valid | Epoch 104 | 3/20 | 2.51 it/sec | Loss 0.5007 | Reco 0.5007 | Nsdr 1.111
[2024-12-12 13:39:57,444][demucs.solver][INFO] - Valid | Epoch 104 | 4/20 | 2.77 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.110
[2024-12-12 13:39:57,643][demucs.solver][INFO] - Valid | Epoch 104 | 5/20 | 2.99 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.096
[2024-12-12 13:39:57,843][demucs.solver][INFO] - Valid | Epoch 104 | 6/20 | 3.18 it/sec | Loss 0.5258 | Reco 0.5258 | Nsdr 1.086
[2024-12-12 13:39:58,034][demucs.solver][INFO] - Valid | Epoch 104 | 7/20 | 3.34 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.088
[2024-12-12 13:39:58,219][demucs.solver][INFO] - Valid | Epoch 104 | 8/20 | 3.49 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.084
[2024-12-12 13:39:58,402][demucs.solver][INFO] - Valid | Epoch 104 | 9/20 | 3.62 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.084
[2024-12-12 13:39:58,599][demucs.solver][INFO] - Valid | Epoch 104 | 10/20 | 3.72 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.069
[2024-12-12 13:39:58,780][demucs.solver][INFO] - Valid | Epoch 104 | 11/20 | 3.82 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.059
[2024-12-12 13:39:58,985][demucs.solver][INFO] - Valid | Epoch 104 | 12/20 | 3.89 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.038
[2024-12-12 13:39:59,166][demucs.solver][INFO] - Valid | Epoch 104 | 13/20 | 3.97 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.035
[2024-12-12 13:39:59,346][demucs.solver][INFO] - Valid | Epoch 104 | 14/20 | 4.05 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.034
[2024-12-12 13:39:59,541][demucs.solver][INFO] - Valid | Epoch 104 | 15/20 | 4.10 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.036
[2024-12-12 13:39:59,726][demucs.solver][INFO] - Valid | Epoch 104 | 16/20 | 4.16 it/sec | Loss 0.5828 | Reco 0.5828 | Nsdr 1.037
[2024-12-12 13:39:59,908][demucs.solver][INFO] - Valid | Epoch 104 | 17/20 | 4.22 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.043
[2024-12-12 13:40:00,102][demucs.solver][INFO] - Valid | Epoch 104 | 18/20 | 4.26 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.044
[2024-12-12 13:40:00,269][demucs.solver][INFO] - Valid | Epoch 104 | 19/20 | 4.32 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.049
[2024-12-12 13:40:01,381][demucs.solver][INFO] - Valid Summary | Epoch 104 | Loss=0.5526 | Reco=0.5526 | Nsdr=1.049 | Best=0.5505 | Bname=main
[2024-12-12 13:40:02,925][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:40:02,925][demucs.solver][INFO] - Training...
[2024-12-12 13:40:13,676][demucs.solver][INFO] - Train | Epoch 105 | 1/14 | 0.22 it/sec | Loss 0.2256 | Reco 0.2256 | Grad 0.0832
[2024-12-12 13:40:14,314][demucs.solver][INFO] - Train | Epoch 105 | 2/14 | 0.30 it/sec | Loss 0.2275 | Reco 0.2275 | Grad 0.0711
[2024-12-12 13:40:14,954][demucs.solver][INFO] - Train | Epoch 105 | 3/14 | 0.38 it/sec | Loss 0.2308 | Reco 0.2308 | Grad 0.0688
[2024-12-12 13:40:15,599][demucs.solver][INFO] - Train | Epoch 105 | 4/14 | 0.45 it/sec | Loss 0.2284 | Reco 0.2284 | Grad 0.0716
[2024-12-12 13:40:16,235][demucs.solver][INFO] - Train | Epoch 105 | 5/14 | 0.51 it/sec | Loss 0.2262 | Reco 0.2262 | Grad 0.0653
[2024-12-12 13:40:16,878][demucs.solver][INFO] - Train | Epoch 105 | 6/14 | 0.56 it/sec | Loss 0.2324 | Reco 0.2324 | Grad 0.0616
[2024-12-12 13:40:17,520][demucs.solver][INFO] - Train | Epoch 105 | 7/14 | 0.61 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 0.0563
[2024-12-12 13:40:18,156][demucs.solver][INFO] - Train | Epoch 105 | 8/14 | 0.66 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 0.0584
[2024-12-12 13:40:18,785][demucs.solver][INFO] - Train | Epoch 105 | 9/14 | 0.70 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 0.0582
[2024-12-12 13:40:19,412][demucs.solver][INFO] - Train | Epoch 105 | 10/14 | 0.73 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0662
[2024-12-12 13:40:20,040][demucs.solver][INFO] - Train | Epoch 105 | 11/14 | 0.77 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0634
[2024-12-12 13:40:20,667][demucs.solver][INFO] - Train | Epoch 105 | 12/14 | 0.80 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0611
[2024-12-12 13:40:21,294][demucs.solver][INFO] - Train | Epoch 105 | 13/14 | 0.83 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.0624
[2024-12-12 13:40:21,639][demucs.solver][INFO] - Train Summary | Epoch 105 | Loss=0.2407 | Reco=0.2407 | Grad=0.0624
[2024-12-12 13:40:21,639][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:40:21,639][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:40:24,042][demucs.solver][INFO] - Valid | Epoch 105 | 1/20 | 2.23 it/sec | Loss 0.5873 | Reco 0.5873 | Nsdr 1.033
[2024-12-12 13:40:24,379][demucs.solver][INFO] - Valid | Epoch 105 | 2/20 | 2.43 it/sec | Loss 0.4549 | Reco 0.4549 | Nsdr 1.078
[2024-12-12 13:40:24,709][demucs.solver][INFO] - Valid | Epoch 105 | 3/20 | 2.56 it/sec | Loss 0.5019 | Reco 0.5019 | Nsdr 1.084
[2024-12-12 13:40:24,966][demucs.solver][INFO] - Valid | Epoch 105 | 4/20 | 2.75 it/sec | Loss 0.5210 | Reco 0.5210 | Nsdr 1.083
[2024-12-12 13:40:25,172][demucs.solver][INFO] - Valid | Epoch 105 | 5/20 | 2.96 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.071
[2024-12-12 13:40:25,428][demucs.solver][INFO] - Valid | Epoch 105 | 6/20 | 3.07 it/sec | Loss 0.5274 | Reco 0.5274 | Nsdr 1.061
[2024-12-12 13:40:25,632][demucs.solver][INFO] - Valid | Epoch 105 | 7/20 | 3.22 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.063
[2024-12-12 13:40:25,824][demucs.solver][INFO] - Valid | Epoch 105 | 8/20 | 3.36 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.060
[2024-12-12 13:40:26,009][demucs.solver][INFO] - Valid | Epoch 105 | 9/20 | 3.49 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.060
[2024-12-12 13:40:26,193][demucs.solver][INFO] - Valid | Epoch 105 | 10/20 | 3.61 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.045
[2024-12-12 13:40:26,388][demucs.solver][INFO] - Valid | Epoch 105 | 11/20 | 3.70 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.035
[2024-12-12 13:40:26,571][demucs.solver][INFO] - Valid | Epoch 105 | 12/20 | 3.79 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.015
[2024-12-12 13:40:26,741][demucs.solver][INFO] - Valid | Epoch 105 | 13/20 | 3.89 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.011
[2024-12-12 13:40:26,926][demucs.solver][INFO] - Valid | Epoch 105 | 14/20 | 3.97 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.011
[2024-12-12 13:40:27,095][demucs.solver][INFO] - Valid | Epoch 105 | 15/20 | 4.05 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.013
[2024-12-12 13:40:27,278][demucs.solver][INFO] - Valid | Epoch 105 | 16/20 | 4.11 it/sec | Loss 0.5845 | Reco 0.5845 | Nsdr 1.013
[2024-12-12 13:40:27,463][demucs.solver][INFO] - Valid | Epoch 105 | 17/20 | 4.17 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.019
[2024-12-12 13:40:27,649][demucs.solver][INFO] - Valid | Epoch 105 | 18/20 | 4.22 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.020
[2024-12-12 13:40:27,842][demucs.solver][INFO] - Valid | Epoch 105 | 19/20 | 4.26 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.024
[2024-12-12 13:40:28,224][demucs.solver][INFO] - Valid Summary | Epoch 105 | Loss=0.5542 | Reco=0.5542 | Nsdr=1.024 | Best=0.5505 | Bname=main
[2024-12-12 13:40:29,750][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:40:29,751][demucs.solver][INFO] - Training...
[2024-12-12 13:40:39,298][demucs.solver][INFO] - Train | Epoch 106 | 1/14 | 0.25 it/sec | Loss 0.2688 | Reco 0.2688 | Grad 0.0453
[2024-12-12 13:40:40,054][demucs.solver][INFO] - Train | Epoch 106 | 2/14 | 0.34 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 0.0478
[2024-12-12 13:40:40,841][demucs.solver][INFO] - Train | Epoch 106 | 3/14 | 0.42 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0414
[2024-12-12 13:40:41,481][demucs.solver][INFO] - Train | Epoch 106 | 4/14 | 0.49 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.0531
[2024-12-12 13:40:42,128][demucs.solver][INFO] - Train | Epoch 106 | 5/14 | 0.56 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0647
[2024-12-12 13:40:42,776][demucs.solver][INFO] - Train | Epoch 106 | 6/14 | 0.61 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0707
[2024-12-12 13:40:43,509][demucs.solver][INFO] - Train | Epoch 106 | 7/14 | 0.66 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0692
[2024-12-12 13:40:44,156][demucs.solver][INFO] - Train | Epoch 106 | 8/14 | 0.70 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0719
[2024-12-12 13:40:45,240][demucs.solver][INFO] - Train | Epoch 106 | 9/14 | 0.72 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0688
[2024-12-12 13:40:45,979][demucs.solver][INFO] - Train | Epoch 106 | 10/14 | 0.75 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0744
[2024-12-12 13:40:46,614][demucs.solver][INFO] - Train | Epoch 106 | 11/14 | 0.79 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0749
[2024-12-12 13:40:47,284][demucs.solver][INFO] - Train | Epoch 106 | 12/14 | 0.82 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0753
[2024-12-12 13:40:47,918][demucs.solver][INFO] - Train | Epoch 106 | 13/14 | 0.85 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.0725
[2024-12-12 13:40:48,240][demucs.solver][INFO] - Train Summary | Epoch 106 | Loss=0.2476 | Reco=0.2476 | Grad=0.0725
[2024-12-12 13:40:48,241][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:40:48,241][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:40:50,694][demucs.solver][INFO] - Valid | Epoch 106 | 1/20 | 3.49 it/sec | Loss 0.5848 | Reco 0.5848 | Nsdr 1.070
[2024-12-12 13:40:50,883][demucs.solver][INFO] - Valid | Epoch 106 | 2/20 | 3.94 it/sec | Loss 0.4531 | Reco 0.4531 | Nsdr 1.119
[2024-12-12 13:40:51,055][demucs.solver][INFO] - Valid | Epoch 106 | 3/20 | 4.28 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.126
[2024-12-12 13:40:51,226][demucs.solver][INFO] - Valid | Epoch 106 | 4/20 | 4.52 it/sec | Loss 0.5187 | Reco 0.5187 | Nsdr 1.124
[2024-12-12 13:40:51,427][demucs.solver][INFO] - Valid | Epoch 106 | 5/20 | 4.59 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.111
[2024-12-12 13:40:51,611][demucs.solver][INFO] - Valid | Epoch 106 | 6/20 | 4.70 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.100
[2024-12-12 13:40:51,793][demucs.solver][INFO] - Valid | Epoch 106 | 7/20 | 4.78 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.103
[2024-12-12 13:40:51,964][demucs.solver][INFO] - Valid | Epoch 106 | 8/20 | 4.88 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.098
[2024-12-12 13:40:52,166][demucs.solver][INFO] - Valid | Epoch 106 | 9/20 | 4.89 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.099
[2024-12-12 13:40:52,350][demucs.solver][INFO] - Valid | Epoch 106 | 10/20 | 4.93 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.083
[2024-12-12 13:40:52,550][demucs.solver][INFO] - Valid | Epoch 106 | 11/20 | 4.94 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.073
[2024-12-12 13:40:52,717][demucs.solver][INFO] - Valid | Epoch 106 | 12/20 | 5.01 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.052
[2024-12-12 13:40:52,916][demucs.solver][INFO] - Valid | Epoch 106 | 13/20 | 5.01 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.048
[2024-12-12 13:40:53,087][demucs.solver][INFO] - Valid | Epoch 106 | 14/20 | 5.06 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.047
[2024-12-12 13:40:53,271][demucs.solver][INFO] - Valid | Epoch 106 | 15/20 | 5.08 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.049
[2024-12-12 13:40:53,463][demucs.solver][INFO] - Valid | Epoch 106 | 16/20 | 5.09 it/sec | Loss 0.5819 | Reco 0.5819 | Nsdr 1.049
[2024-12-12 13:40:53,659][demucs.solver][INFO] - Valid | Epoch 106 | 17/20 | 5.09 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.056
[2024-12-12 13:40:53,856][demucs.solver][INFO] - Valid | Epoch 106 | 18/20 | 5.09 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.056
[2024-12-12 13:40:54,041][demucs.solver][INFO] - Valid | Epoch 106 | 19/20 | 5.10 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.061
[2024-12-12 13:40:54,408][demucs.solver][INFO] - Valid Summary | Epoch 106 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.061 | Best=0.5505 | Bname=main
[2024-12-12 13:40:55,751][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:40:55,751][demucs.solver][INFO] - Training...
[2024-12-12 13:41:04,083][demucs.solver][INFO] - Train | Epoch 107 | 1/14 | 0.30 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0999
[2024-12-12 13:41:04,728][demucs.solver][INFO] - Train | Epoch 107 | 2/14 | 0.41 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.0744
[2024-12-12 13:41:05,372][demucs.solver][INFO] - Train | Epoch 107 | 3/14 | 0.50 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0667
[2024-12-12 13:41:06,032][demucs.solver][INFO] - Train | Epoch 107 | 4/14 | 0.58 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.0630
[2024-12-12 13:41:06,673][demucs.solver][INFO] - Train | Epoch 107 | 5/14 | 0.65 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.0639
[2024-12-12 13:41:07,314][demucs.solver][INFO] - Train | Epoch 107 | 6/14 | 0.71 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.0596
[2024-12-12 13:41:07,959][demucs.solver][INFO] - Train | Epoch 107 | 7/14 | 0.76 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.0692
[2024-12-12 13:41:08,599][demucs.solver][INFO] - Train | Epoch 107 | 8/14 | 0.80 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.0630
[2024-12-12 13:41:09,403][demucs.solver][INFO] - Train | Epoch 107 | 9/14 | 0.83 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 0.0616
[2024-12-12 13:41:10,041][demucs.solver][INFO] - Train | Epoch 107 | 10/14 | 0.87 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0637
[2024-12-12 13:41:10,678][demucs.solver][INFO] - Train | Epoch 107 | 11/14 | 0.90 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.0597
[2024-12-12 13:41:11,330][demucs.solver][INFO] - Train | Epoch 107 | 12/14 | 0.93 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0574
[2024-12-12 13:41:12,499][demucs.solver][INFO] - Train | Epoch 107 | 13/14 | 0.93 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0561
[2024-12-12 13:41:12,833][demucs.solver][INFO] - Train Summary | Epoch 107 | Loss=0.2521 | Reco=0.2521 | Grad=0.0561
[2024-12-12 13:41:12,833][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:41:12,833][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:41:14,970][demucs.solver][INFO] - Valid | Epoch 107 | 1/20 | 3.12 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.081
[2024-12-12 13:41:15,174][demucs.solver][INFO] - Valid | Epoch 107 | 2/20 | 3.55 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.130
[2024-12-12 13:41:15,383][demucs.solver][INFO] - Valid | Epoch 107 | 3/20 | 3.79 it/sec | Loss 0.4986 | Reco 0.4986 | Nsdr 1.136
[2024-12-12 13:41:15,577][demucs.solver][INFO] - Valid | Epoch 107 | 4/20 | 4.00 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.135
[2024-12-12 13:41:15,760][demucs.solver][INFO] - Valid | Epoch 107 | 5/20 | 4.19 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.123
[2024-12-12 13:41:15,930][demucs.solver][INFO] - Valid | Epoch 107 | 6/20 | 4.37 it/sec | Loss 0.5237 | Reco 0.5237 | Nsdr 1.112
[2024-12-12 13:41:16,117][demucs.solver][INFO] - Valid | Epoch 107 | 7/20 | 4.47 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.114
[2024-12-12 13:41:16,288][demucs.solver][INFO] - Valid | Epoch 107 | 8/20 | 4.59 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.111
[2024-12-12 13:41:16,489][demucs.solver][INFO] - Valid | Epoch 107 | 9/20 | 4.63 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.112
[2024-12-12 13:41:16,670][demucs.solver][INFO] - Valid | Epoch 107 | 10/20 | 4.70 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.096
[2024-12-12 13:41:16,852][demucs.solver][INFO] - Valid | Epoch 107 | 11/20 | 4.75 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.085
[2024-12-12 13:41:17,024][demucs.solver][INFO] - Valid | Epoch 107 | 12/20 | 4.82 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.065
[2024-12-12 13:41:17,215][demucs.solver][INFO] - Valid | Epoch 107 | 13/20 | 4.85 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.061
[2024-12-12 13:41:17,440][demucs.solver][INFO] - Valid | Epoch 107 | 14/20 | 4.82 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.060
[2024-12-12 13:41:17,625][demucs.solver][INFO] - Valid | Epoch 107 | 15/20 | 4.85 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.062
[2024-12-12 13:41:17,808][demucs.solver][INFO] - Valid | Epoch 107 | 16/20 | 4.88 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.063
[2024-12-12 13:41:17,991][demucs.solver][INFO] - Valid | Epoch 107 | 17/20 | 4.91 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.069
[2024-12-12 13:41:18,171][demucs.solver][INFO] - Valid | Epoch 107 | 18/20 | 4.94 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.069
[2024-12-12 13:41:18,323][demucs.solver][INFO] - Valid | Epoch 107 | 19/20 | 5.01 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.074
[2024-12-12 13:41:18,748][demucs.solver][INFO] - Valid Summary | Epoch 107 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.074 | Best=0.5505 | Bname=main
[2024-12-12 13:41:20,080][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:41:20,080][demucs.solver][INFO] - Training...
[2024-12-12 13:41:31,020][demucs.solver][INFO] - Train | Epoch 108 | 1/14 | 0.21 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.0188
[2024-12-12 13:41:31,655][demucs.solver][INFO] - Train | Epoch 108 | 2/14 | 0.30 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.0281
[2024-12-12 13:41:32,288][demucs.solver][INFO] - Train | Epoch 108 | 3/14 | 0.38 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0285
[2024-12-12 13:41:32,922][demucs.solver][INFO] - Train | Epoch 108 | 4/14 | 0.44 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0319
[2024-12-12 13:41:33,562][demucs.solver][INFO] - Train | Epoch 108 | 5/14 | 0.50 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0305
[2024-12-12 13:41:34,197][demucs.solver][INFO] - Train | Epoch 108 | 6/14 | 0.56 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0304
[2024-12-12 13:41:34,828][demucs.solver][INFO] - Train | Epoch 108 | 7/14 | 0.61 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0283
[2024-12-12 13:41:35,468][demucs.solver][INFO] - Train | Epoch 108 | 8/14 | 0.65 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0325
[2024-12-12 13:41:36,103][demucs.solver][INFO] - Train | Epoch 108 | 9/14 | 0.69 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0377
[2024-12-12 13:41:40,435][demucs.solver][INFO] - Train | Epoch 108 | 10/14 | 0.59 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0393
[2024-12-12 13:41:41,061][demucs.solver][INFO] - Train | Epoch 108 | 11/14 | 0.62 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.0406
[2024-12-12 13:41:41,689][demucs.solver][INFO] - Train | Epoch 108 | 12/14 | 0.65 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0402
[2024-12-12 13:41:42,317][demucs.solver][INFO] - Train | Epoch 108 | 13/14 | 0.68 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0393
[2024-12-12 13:41:42,649][demucs.solver][INFO] - Train Summary | Epoch 108 | Loss=0.2428 | Reco=0.2428 | Grad=0.0393
[2024-12-12 13:41:42,650][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:41:42,650][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:41:44,811][demucs.solver][INFO] - Valid | Epoch 108 | 1/20 | 3.45 it/sec | Loss 0.5857 | Reco 0.5857 | Nsdr 1.056
[2024-12-12 13:41:45,012][demucs.solver][INFO] - Valid | Epoch 108 | 2/20 | 3.84 it/sec | Loss 0.4535 | Reco 0.4535 | Nsdr 1.103
[2024-12-12 13:41:45,199][demucs.solver][INFO] - Valid | Epoch 108 | 3/20 | 4.13 it/sec | Loss 0.5003 | Reco 0.5003 | Nsdr 1.109
[2024-12-12 13:41:45,370][demucs.solver][INFO] - Valid | Epoch 108 | 4/20 | 4.39 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.108
[2024-12-12 13:41:45,574][demucs.solver][INFO] - Valid | Epoch 108 | 5/20 | 4.47 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.096
[2024-12-12 13:41:45,772][demucs.solver][INFO] - Valid | Epoch 108 | 6/20 | 4.54 it/sec | Loss 0.5257 | Reco 0.5257 | Nsdr 1.086
[2024-12-12 13:41:45,961][demucs.solver][INFO] - Valid | Epoch 108 | 7/20 | 4.63 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.087
[2024-12-12 13:41:46,160][demucs.solver][INFO] - Valid | Epoch 108 | 8/20 | 4.67 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.084
[2024-12-12 13:41:46,361][demucs.solver][INFO] - Valid | Epoch 108 | 9/20 | 4.70 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.084
[2024-12-12 13:41:46,544][demucs.solver][INFO] - Valid | Epoch 108 | 10/20 | 4.76 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.069
[2024-12-12 13:41:46,732][demucs.solver][INFO] - Valid | Epoch 108 | 11/20 | 4.80 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.059
[2024-12-12 13:41:46,934][demucs.solver][INFO] - Valid | Epoch 108 | 12/20 | 4.81 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.039
[2024-12-12 13:41:47,134][demucs.solver][INFO] - Valid | Epoch 108 | 13/20 | 4.82 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.035
[2024-12-12 13:41:47,318][demucs.solver][INFO] - Valid | Epoch 108 | 14/20 | 4.86 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.034
[2024-12-12 13:41:47,521][demucs.solver][INFO] - Valid | Epoch 108 | 15/20 | 4.86 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.036
[2024-12-12 13:41:47,674][demucs.solver][INFO] - Valid | Epoch 108 | 16/20 | 4.94 it/sec | Loss 0.5827 | Reco 0.5827 | Nsdr 1.037
[2024-12-12 13:41:47,844][demucs.solver][INFO] - Valid | Epoch 108 | 17/20 | 4.98 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.043
[2024-12-12 13:41:48,054][demucs.solver][INFO] - Valid | Epoch 108 | 18/20 | 4.97 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.043
[2024-12-12 13:41:48,238][demucs.solver][INFO] - Valid | Epoch 108 | 19/20 | 4.99 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.048
[2024-12-12 13:41:48,615][demucs.solver][INFO] - Valid Summary | Epoch 108 | Loss=0.5525 | Reco=0.5525 | Nsdr=1.048 | Best=0.5505 | Bname=main
[2024-12-12 13:41:49,926][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:41:49,926][demucs.solver][INFO] - Training...
[2024-12-12 13:41:57,003][demucs.solver][INFO] - Train | Epoch 109 | 1/14 | 0.36 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0270
[2024-12-12 13:41:58,343][demucs.solver][INFO] - Train | Epoch 109 | 2/14 | 0.43 it/sec | Loss 0.2675 | Reco 0.2675 | Grad 0.0426
[2024-12-12 13:41:59,596][demucs.solver][INFO] - Train | Epoch 109 | 3/14 | 0.49 it/sec | Loss 0.2678 | Reco 0.2678 | Grad 0.0643
[2024-12-12 13:42:00,785][demucs.solver][INFO] - Train | Epoch 109 | 4/14 | 0.53 it/sec | Loss 0.2644 | Reco 0.2644 | Grad 0.0571
[2024-12-12 13:42:01,415][demucs.solver][INFO] - Train | Epoch 109 | 5/14 | 0.60 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.0510
[2024-12-12 13:42:02,050][demucs.solver][INFO] - Train | Epoch 109 | 6/14 | 0.66 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0470
[2024-12-12 13:42:02,674][demucs.solver][INFO] - Train | Epoch 109 | 7/14 | 0.71 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0500
[2024-12-12 13:42:03,299][demucs.solver][INFO] - Train | Epoch 109 | 8/14 | 0.76 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.0507
[2024-12-12 13:42:03,926][demucs.solver][INFO] - Train | Epoch 109 | 9/14 | 0.80 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.0527
[2024-12-12 13:42:04,551][demucs.solver][INFO] - Train | Epoch 109 | 10/14 | 0.84 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0599
[2024-12-12 13:42:05,174][demucs.solver][INFO] - Train | Epoch 109 | 11/14 | 0.87 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0598
[2024-12-12 13:42:05,797][demucs.solver][INFO] - Train | Epoch 109 | 12/14 | 0.90 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 0.0577
[2024-12-12 13:42:06,419][demucs.solver][INFO] - Train | Epoch 109 | 13/14 | 0.93 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 0.0557
[2024-12-12 13:42:06,738][demucs.solver][INFO] - Train Summary | Epoch 109 | Loss=0.2601 | Reco=0.2601 | Grad=0.0557
[2024-12-12 13:42:06,738][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:42:06,738][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:42:08,839][demucs.solver][INFO] - Valid | Epoch 109 | 1/20 | 3.52 it/sec | Loss 0.5849 | Reco 0.5849 | Nsdr 1.067
[2024-12-12 13:42:09,114][demucs.solver][INFO] - Valid | Epoch 109 | 2/20 | 3.56 it/sec | Loss 0.4530 | Reco 0.4530 | Nsdr 1.115
[2024-12-12 13:42:09,352][demucs.solver][INFO] - Valid | Epoch 109 | 3/20 | 3.70 it/sec | Loss 0.4998 | Reco 0.4998 | Nsdr 1.121
[2024-12-12 13:42:09,842][demucs.solver][INFO] - Valid | Epoch 109 | 4/20 | 3.18 it/sec | Loss 0.5187 | Reco 0.5187 | Nsdr 1.120
[2024-12-12 13:42:10,696][demucs.solver][INFO] - Valid | Epoch 109 | 5/20 | 2.47 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.108
[2024-12-12 13:42:11,509][demucs.solver][INFO] - Valid | Epoch 109 | 6/20 | 2.16 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.098
[2024-12-12 13:42:12,343][demucs.solver][INFO] - Valid | Epoch 109 | 7/20 | 1.96 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.099
[2024-12-12 13:42:13,166][demucs.solver][INFO] - Valid | Epoch 109 | 8/20 | 1.84 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.095
[2024-12-12 13:42:13,368][demucs.solver][INFO] - Valid | Epoch 109 | 9/20 | 1.96 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.096
[2024-12-12 13:42:13,562][demucs.solver][INFO] - Valid | Epoch 109 | 10/20 | 2.08 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.080
[2024-12-12 13:42:13,752][demucs.solver][INFO] - Valid | Epoch 109 | 11/20 | 2.19 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.070
[2024-12-12 13:42:13,929][demucs.solver][INFO] - Valid | Epoch 109 | 12/20 | 2.30 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.049
[2024-12-12 13:42:14,122][demucs.solver][INFO] - Valid | Epoch 109 | 13/20 | 2.39 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.045
[2024-12-12 13:42:14,313][demucs.solver][INFO] - Valid | Epoch 109 | 14/20 | 2.48 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.045
[2024-12-12 13:42:14,496][demucs.solver][INFO] - Valid | Epoch 109 | 15/20 | 2.57 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.047
[2024-12-12 13:42:14,682][demucs.solver][INFO] - Valid | Epoch 109 | 16/20 | 2.65 it/sec | Loss 0.5820 | Reco 0.5820 | Nsdr 1.047
[2024-12-12 13:42:14,866][demucs.solver][INFO] - Valid | Epoch 109 | 17/20 | 2.73 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.053
[2024-12-12 13:42:15,050][demucs.solver][INFO] - Valid | Epoch 109 | 18/20 | 2.80 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.054
[2024-12-12 13:42:15,250][demucs.solver][INFO] - Valid | Epoch 109 | 19/20 | 2.87 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.059
[2024-12-12 13:42:15,631][demucs.solver][INFO] - Valid Summary | Epoch 109 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.059 | Best=0.5505 | Bname=main
[2024-12-12 13:42:16,972][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:42:16,972][demucs.solver][INFO] - Training...
[2024-12-12 13:42:26,215][demucs.solver][INFO] - Train | Epoch 110 | 1/14 | 0.26 it/sec | Loss 0.2252 | Reco 0.2252 | Grad 0.0562
[2024-12-12 13:42:26,878][demucs.solver][INFO] - Train | Epoch 110 | 2/14 | 0.36 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.0508
[2024-12-12 13:42:27,525][demucs.solver][INFO] - Train | Epoch 110 | 3/14 | 0.44 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0407
[2024-12-12 13:42:28,163][demucs.solver][INFO] - Train | Epoch 110 | 4/14 | 0.52 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0481
[2024-12-12 13:42:28,791][demucs.solver][INFO] - Train | Epoch 110 | 5/14 | 0.58 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0546
[2024-12-12 13:42:29,427][demucs.solver][INFO] - Train | Epoch 110 | 6/14 | 0.64 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0484
[2024-12-12 13:42:30,062][demucs.solver][INFO] - Train | Epoch 110 | 7/14 | 0.69 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0494
[2024-12-12 13:42:30,691][demucs.solver][INFO] - Train | Epoch 110 | 8/14 | 0.74 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.0513
[2024-12-12 13:42:31,319][demucs.solver][INFO] - Train | Epoch 110 | 9/14 | 0.78 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.0529
[2024-12-12 13:42:31,944][demucs.solver][INFO] - Train | Epoch 110 | 10/14 | 0.82 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.0511
[2024-12-12 13:42:32,573][demucs.solver][INFO] - Train | Epoch 110 | 11/14 | 0.85 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0504
[2024-12-12 13:42:33,200][demucs.solver][INFO] - Train | Epoch 110 | 12/14 | 0.88 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0479
[2024-12-12 13:42:33,826][demucs.solver][INFO] - Train | Epoch 110 | 13/14 | 0.91 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.0458
[2024-12-12 13:42:34,151][demucs.solver][INFO] - Train Summary | Epoch 110 | Loss=0.2438 | Reco=0.2438 | Grad=0.0458
[2024-12-12 13:42:34,151][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:42:34,151][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:42:36,385][demucs.solver][INFO] - Valid | Epoch 110 | 1/20 | 3.17 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.071
[2024-12-12 13:42:36,550][demucs.solver][INFO] - Valid | Epoch 110 | 2/20 | 3.77 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.119
[2024-12-12 13:42:36,745][demucs.solver][INFO] - Valid | Epoch 110 | 3/20 | 4.04 it/sec | Loss 0.4997 | Reco 0.4997 | Nsdr 1.126
[2024-12-12 13:42:36,920][demucs.solver][INFO] - Valid | Epoch 110 | 4/20 | 4.29 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.125
[2024-12-12 13:42:37,107][demucs.solver][INFO] - Valid | Epoch 110 | 5/20 | 4.44 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.111
[2024-12-12 13:42:37,308][demucs.solver][INFO] - Valid | Epoch 110 | 6/20 | 4.51 it/sec | Loss 0.5248 | Reco 0.5248 | Nsdr 1.101
[2024-12-12 13:42:37,478][demucs.solver][INFO] - Valid | Epoch 110 | 7/20 | 4.64 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.103
[2024-12-12 13:42:37,683][demucs.solver][INFO] - Valid | Epoch 110 | 8/20 | 4.67 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.100
[2024-12-12 13:42:37,885][demucs.solver][INFO] - Valid | Epoch 110 | 9/20 | 4.69 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.101
[2024-12-12 13:42:38,077][demucs.solver][INFO] - Valid | Epoch 110 | 10/20 | 4.74 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.085
[2024-12-12 13:42:38,247][demucs.solver][INFO] - Valid | Epoch 110 | 11/20 | 4.81 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.075
[2024-12-12 13:42:38,431][demucs.solver][INFO] - Valid | Epoch 110 | 12/20 | 4.86 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.054
[2024-12-12 13:42:38,616][demucs.solver][INFO] - Valid | Epoch 110 | 13/20 | 4.89 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.050
[2024-12-12 13:42:38,819][demucs.solver][INFO] - Valid | Epoch 110 | 14/20 | 4.89 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.049
[2024-12-12 13:42:39,004][demucs.solver][INFO] - Valid | Epoch 110 | 15/20 | 4.92 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 1.051
[2024-12-12 13:42:39,189][demucs.solver][INFO] - Valid | Epoch 110 | 16/20 | 4.95 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.052
[2024-12-12 13:42:39,372][demucs.solver][INFO] - Valid | Epoch 110 | 17/20 | 4.98 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.058
[2024-12-12 13:42:39,573][demucs.solver][INFO] - Valid | Epoch 110 | 18/20 | 4.98 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.058
[2024-12-12 13:42:39,765][demucs.solver][INFO] - Valid | Epoch 110 | 19/20 | 4.99 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.063
[2024-12-12 13:42:40,163][demucs.solver][INFO] - Valid Summary | Epoch 110 | Loss=0.5516 | Reco=0.5516 | Nsdr=1.063 | Best=0.5505 | Bname=main
[2024-12-12 13:42:41,613][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:42:41,614][demucs.solver][INFO] - Training...
[2024-12-12 13:42:52,471][demucs.solver][INFO] - Train | Epoch 111 | 1/14 | 0.22 it/sec | Loss 0.2678 | Reco 0.2678 | Grad 0.0410
[2024-12-12 13:42:53,112][demucs.solver][INFO] - Train | Epoch 111 | 2/14 | 0.30 it/sec | Loss 0.2680 | Reco 0.2680 | Grad 0.0433
[2024-12-12 13:42:53,751][demucs.solver][INFO] - Train | Epoch 111 | 3/14 | 0.38 it/sec | Loss 0.2692 | Reco 0.2692 | Grad 0.0405
[2024-12-12 13:42:54,384][demucs.solver][INFO] - Train | Epoch 111 | 4/14 | 0.45 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.0451
[2024-12-12 13:42:55,011][demucs.solver][INFO] - Train | Epoch 111 | 5/14 | 0.51 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0395
[2024-12-12 13:42:55,645][demucs.solver][INFO] - Train | Epoch 111 | 6/14 | 0.56 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0370
[2024-12-12 13:42:56,274][demucs.solver][INFO] - Train | Epoch 111 | 7/14 | 0.61 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.0483
[2024-12-12 13:42:56,903][demucs.solver][INFO] - Train | Epoch 111 | 8/14 | 0.66 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0469
[2024-12-12 13:42:57,533][demucs.solver][INFO] - Train | Epoch 111 | 9/14 | 0.70 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0463
[2024-12-12 13:42:58,161][demucs.solver][INFO] - Train | Epoch 111 | 10/14 | 0.73 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0485
[2024-12-12 13:42:58,792][demucs.solver][INFO] - Train | Epoch 111 | 11/14 | 0.77 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0478
[2024-12-12 13:42:59,423][demucs.solver][INFO] - Train | Epoch 111 | 12/14 | 0.80 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0502
[2024-12-12 13:43:00,053][demucs.solver][INFO] - Train | Epoch 111 | 13/14 | 0.83 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0484
[2024-12-12 13:43:00,402][demucs.solver][INFO] - Train Summary | Epoch 111 | Loss=0.2478 | Reco=0.2478 | Grad=0.0484
[2024-12-12 13:43:00,402][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:43:00,402][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:43:02,448][demucs.solver][INFO] - Valid | Epoch 111 | 1/20 | 3.84 it/sec | Loss 0.5841 | Reco 0.5841 | Nsdr 1.079
[2024-12-12 13:43:02,667][demucs.solver][INFO] - Valid | Epoch 111 | 2/20 | 4.05 it/sec | Loss 0.4523 | Reco 0.4523 | Nsdr 1.125
[2024-12-12 13:43:02,853][demucs.solver][INFO] - Valid | Epoch 111 | 3/20 | 4.32 it/sec | Loss 0.4990 | Reco 0.4990 | Nsdr 1.133
[2024-12-12 13:43:03,055][demucs.solver][INFO] - Valid | Epoch 111 | 4/20 | 4.43 it/sec | Loss 0.5179 | Reco 0.5179 | Nsdr 1.132
[2024-12-12 13:43:03,259][demucs.solver][INFO] - Valid | Epoch 111 | 5/20 | 4.50 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.119
[2024-12-12 13:43:03,430][demucs.solver][INFO] - Valid | Epoch 111 | 6/20 | 4.66 it/sec | Loss 0.5241 | Reco 0.5241 | Nsdr 1.109
[2024-12-12 13:43:03,622][demucs.solver][INFO] - Valid | Epoch 111 | 7/20 | 4.72 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.111
[2024-12-12 13:43:03,824][demucs.solver][INFO] - Valid | Epoch 111 | 8/20 | 4.74 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.108
[2024-12-12 13:43:04,014][demucs.solver][INFO] - Valid | Epoch 111 | 9/20 | 4.79 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.109
[2024-12-12 13:43:04,213][demucs.solver][INFO] - Valid | Epoch 111 | 10/20 | 4.81 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.093
[2024-12-12 13:43:04,365][demucs.solver][INFO] - Valid | Epoch 111 | 11/20 | 4.92 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.082
[2024-12-12 13:43:04,536][demucs.solver][INFO] - Valid | Epoch 111 | 12/20 | 4.98 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.061
[2024-12-12 13:43:04,731][demucs.solver][INFO] - Valid | Epoch 111 | 13/20 | 4.99 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.057
[2024-12-12 13:43:04,916][demucs.solver][INFO] - Valid | Epoch 111 | 14/20 | 5.02 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.057
[2024-12-12 13:43:05,115][demucs.solver][INFO] - Valid | Epoch 111 | 15/20 | 5.02 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.059
[2024-12-12 13:43:05,301][demucs.solver][INFO] - Valid | Epoch 111 | 16/20 | 5.04 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.059
[2024-12-12 13:43:05,475][demucs.solver][INFO] - Valid | Epoch 111 | 17/20 | 5.07 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.065
[2024-12-12 13:43:05,631][demucs.solver][INFO] - Valid | Epoch 111 | 18/20 | 5.13 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.065
[2024-12-12 13:43:05,815][demucs.solver][INFO] - Valid | Epoch 111 | 19/20 | 5.14 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.070
[2024-12-12 13:43:06,190][demucs.solver][INFO] - Valid Summary | Epoch 111 | Loss=0.5510 | Reco=0.5510 | Nsdr=1.070 | Best=0.5505 | Bname=main
[2024-12-12 13:43:07,554][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:43:07,554][demucs.solver][INFO] - Training...
[2024-12-12 13:43:13,882][demucs.solver][INFO] - Train | Epoch 112 | 1/14 | 0.43 it/sec | Loss 0.2788 | Reco 0.2788 | Grad 0.0499
[2024-12-12 13:43:14,525][demucs.solver][INFO] - Train | Epoch 112 | 2/14 | 0.57 it/sec | Loss 0.2796 | Reco 0.2796 | Grad 0.0400
[2024-12-12 13:43:15,395][demucs.solver][INFO] - Train | Epoch 112 | 3/14 | 0.65 it/sec | Loss 0.2715 | Reco 0.2715 | Grad 0.0381
[2024-12-12 13:43:16,040][demucs.solver][INFO] - Train | Epoch 112 | 4/14 | 0.74 it/sec | Loss 0.2634 | Reco 0.2634 | Grad 0.0389
[2024-12-12 13:43:16,679][demucs.solver][INFO] - Train | Epoch 112 | 5/14 | 0.81 it/sec | Loss 0.2678 | Reco 0.2678 | Grad 0.0386
[2024-12-12 13:43:17,327][demucs.solver][INFO] - Train | Epoch 112 | 6/14 | 0.87 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.0551
[2024-12-12 13:43:17,963][demucs.solver][INFO] - Train | Epoch 112 | 7/14 | 0.92 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0578
[2024-12-12 13:43:18,596][demucs.solver][INFO] - Train | Epoch 112 | 8/14 | 0.96 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0545
[2024-12-12 13:43:19,231][demucs.solver][INFO] - Train | Epoch 112 | 9/14 | 1.00 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0551
[2024-12-12 13:43:19,868][demucs.solver][INFO] - Train | Epoch 112 | 10/14 | 1.04 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.0519
[2024-12-12 13:43:20,502][demucs.solver][INFO] - Train | Epoch 112 | 11/14 | 1.07 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.0527
[2024-12-12 13:43:21,130][demucs.solver][INFO] - Train | Epoch 112 | 12/14 | 1.09 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0501
[2024-12-12 13:43:21,756][demucs.solver][INFO] - Train | Epoch 112 | 13/14 | 1.12 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.0527
[2024-12-12 13:43:22,089][demucs.solver][INFO] - Train Summary | Epoch 112 | Loss=0.2559 | Reco=0.2559 | Grad=0.0527
[2024-12-12 13:43:22,090][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:43:22,090][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:43:24,376][demucs.solver][INFO] - Valid | Epoch 112 | 1/20 | 2.45 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.082
[2024-12-12 13:43:24,583][demucs.solver][INFO] - Valid | Epoch 112 | 2/20 | 2.93 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.128
[2024-12-12 13:43:24,781][demucs.solver][INFO] - Valid | Epoch 112 | 3/20 | 3.28 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.135
[2024-12-12 13:43:24,936][demucs.solver][INFO] - Valid | Epoch 112 | 4/20 | 3.63 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.135
[2024-12-12 13:43:25,140][demucs.solver][INFO] - Valid | Epoch 112 | 5/20 | 3.80 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.122
[2024-12-12 13:43:25,328][demucs.solver][INFO] - Valid | Epoch 112 | 6/20 | 3.96 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.112
[2024-12-12 13:43:25,538][demucs.solver][INFO] - Valid | Epoch 112 | 7/20 | 4.04 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.114
[2024-12-12 13:43:25,741][demucs.solver][INFO] - Valid | Epoch 112 | 8/20 | 4.13 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.110
[2024-12-12 13:43:25,931][demucs.solver][INFO] - Valid | Epoch 112 | 9/20 | 4.22 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.112
[2024-12-12 13:43:26,132][demucs.solver][INFO] - Valid | Epoch 112 | 10/20 | 4.28 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.096
[2024-12-12 13:43:26,320][demucs.solver][INFO] - Valid | Epoch 112 | 11/20 | 4.35 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.086
[2024-12-12 13:43:26,502][demucs.solver][INFO] - Valid | Epoch 112 | 12/20 | 4.42 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.065
[2024-12-12 13:43:26,690][demucs.solver][INFO] - Valid | Epoch 112 | 13/20 | 4.47 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.061
[2024-12-12 13:43:26,891][demucs.solver][INFO] - Valid | Epoch 112 | 14/20 | 4.50 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.061
[2024-12-12 13:43:27,076][demucs.solver][INFO] - Valid | Epoch 112 | 15/20 | 4.55 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.063
[2024-12-12 13:43:27,279][demucs.solver][INFO] - Valid | Epoch 112 | 16/20 | 4.57 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.063
[2024-12-12 13:43:27,479][demucs.solver][INFO] - Valid | Epoch 112 | 17/20 | 4.59 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.069
[2024-12-12 13:43:27,664][demucs.solver][INFO] - Valid | Epoch 112 | 18/20 | 4.63 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.069
[2024-12-12 13:43:27,835][demucs.solver][INFO] - Valid | Epoch 112 | 19/20 | 4.68 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.074
[2024-12-12 13:43:28,261][demucs.solver][INFO] - Valid Summary | Epoch 112 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.074 | Best=0.5505 | Bname=main
[2024-12-12 13:43:29,675][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:43:29,675][demucs.solver][INFO] - Training...
[2024-12-12 13:43:36,403][demucs.solver][INFO] - Train | Epoch 113 | 1/14 | 0.39 it/sec | Loss 0.2719 | Reco 0.2719 | Grad 0.0456
[2024-12-12 13:43:37,048][demucs.solver][INFO] - Train | Epoch 113 | 2/14 | 0.51 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0462
[2024-12-12 13:43:37,701][demucs.solver][INFO] - Train | Epoch 113 | 3/14 | 0.62 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.0387
[2024-12-12 13:43:38,342][demucs.solver][INFO] - Train | Epoch 113 | 4/14 | 0.70 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.0379
[2024-12-12 13:43:38,986][demucs.solver][INFO] - Train | Epoch 113 | 5/14 | 0.77 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.0368
[2024-12-12 13:43:39,638][demucs.solver][INFO] - Train | Epoch 113 | 6/14 | 0.83 it/sec | Loss 0.2640 | Reco 0.2640 | Grad 0.0352
[2024-12-12 13:43:40,278][demucs.solver][INFO] - Train | Epoch 113 | 7/14 | 0.88 it/sec | Loss 0.2624 | Reco 0.2624 | Grad 0.0383
[2024-12-12 13:43:40,916][demucs.solver][INFO] - Train | Epoch 113 | 8/14 | 0.93 it/sec | Loss 0.2654 | Reco 0.2654 | Grad 0.0407
[2024-12-12 13:43:41,548][demucs.solver][INFO] - Train | Epoch 113 | 9/14 | 0.97 it/sec | Loss 0.2690 | Reco 0.2690 | Grad 0.0440
[2024-12-12 13:43:42,177][demucs.solver][INFO] - Train | Epoch 113 | 10/14 | 1.00 it/sec | Loss 0.2717 | Reco 0.2717 | Grad 0.0540
[2024-12-12 13:43:42,809][demucs.solver][INFO] - Train | Epoch 113 | 11/14 | 1.04 it/sec | Loss 0.2694 | Reco 0.2694 | Grad 0.0540
[2024-12-12 13:43:43,436][demucs.solver][INFO] - Train | Epoch 113 | 12/14 | 1.06 it/sec | Loss 0.2642 | Reco 0.2642 | Grad 0.0580
[2024-12-12 13:43:44,066][demucs.solver][INFO] - Train | Epoch 113 | 13/14 | 1.09 it/sec | Loss 0.2647 | Reco 0.2647 | Grad 0.0565
[2024-12-12 13:43:44,376][demucs.solver][INFO] - Train Summary | Epoch 113 | Loss=0.2647 | Reco=0.2647 | Grad=0.0565
[2024-12-12 13:43:44,376][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:43:44,376][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:43:46,769][demucs.solver][INFO] - Valid | Epoch 113 | 1/20 | 2.19 it/sec | Loss 0.5836 | Reco 0.5836 | Nsdr 1.086
[2024-12-12 13:43:47,575][demucs.solver][INFO] - Valid | Epoch 113 | 2/20 | 1.74 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 1.134
[2024-12-12 13:43:47,777][demucs.solver][INFO] - Valid | Epoch 113 | 3/20 | 2.08 it/sec | Loss 0.4987 | Reco 0.4987 | Nsdr 1.141
[2024-12-12 13:43:48,301][demucs.solver][INFO] - Valid | Epoch 113 | 4/20 | 2.04 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.139
[2024-12-12 13:43:48,831][demucs.solver][INFO] - Valid | Epoch 113 | 5/20 | 2.02 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.126
[2024-12-12 13:43:49,222][demucs.solver][INFO] - Valid | Epoch 113 | 6/20 | 2.08 it/sec | Loss 0.5237 | Reco 0.5237 | Nsdr 1.116
[2024-12-12 13:43:49,630][demucs.solver][INFO] - Valid | Epoch 113 | 7/20 | 2.12 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.118
[2024-12-12 13:43:49,936][demucs.solver][INFO] - Valid | Epoch 113 | 8/20 | 2.21 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.114
[2024-12-12 13:43:50,177][demucs.solver][INFO] - Valid | Epoch 113 | 9/20 | 2.31 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.115
[2024-12-12 13:43:50,495][demucs.solver][INFO] - Valid | Epoch 113 | 10/20 | 2.37 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.098
[2024-12-12 13:43:50,846][demucs.solver][INFO] - Valid | Epoch 113 | 11/20 | 2.40 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.088
[2024-12-12 13:43:51,111][demucs.solver][INFO] - Valid | Epoch 113 | 12/20 | 2.47 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.067
[2024-12-12 13:43:51,461][demucs.solver][INFO] - Valid | Epoch 113 | 13/20 | 2.50 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.063
[2024-12-12 13:43:51,755][demucs.solver][INFO] - Valid | Epoch 113 | 14/20 | 2.54 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.062
[2024-12-12 13:43:52,099][demucs.solver][INFO] - Valid | Epoch 113 | 15/20 | 2.56 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.064
[2024-12-12 13:43:52,344][demucs.solver][INFO] - Valid | Epoch 113 | 16/20 | 2.62 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.065
[2024-12-12 13:43:52,527][demucs.solver][INFO] - Valid | Epoch 113 | 17/20 | 2.70 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.071
[2024-12-12 13:43:52,723][demucs.solver][INFO] - Valid | Epoch 113 | 18/20 | 2.77 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.071
[2024-12-12 13:43:52,931][demucs.solver][INFO] - Valid | Epoch 113 | 19/20 | 2.83 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.076
[2024-12-12 13:43:53,308][demucs.solver][INFO] - Valid Summary | Epoch 113 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.076 | Best=0.5505 | Bname=main
[2024-12-12 13:43:54,767][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:43:54,768][demucs.solver][INFO] - Training...
[2024-12-12 13:44:02,533][demucs.solver][INFO] - Train | Epoch 114 | 1/14 | 0.33 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0503
[2024-12-12 13:44:03,230][demucs.solver][INFO] - Train | Epoch 114 | 2/14 | 0.45 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.0497
[2024-12-12 13:44:03,869][demucs.solver][INFO] - Train | Epoch 114 | 3/14 | 0.55 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0483
[2024-12-12 13:44:04,514][demucs.solver][INFO] - Train | Epoch 114 | 4/14 | 0.63 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0597
[2024-12-12 13:44:05,153][demucs.solver][INFO] - Train | Epoch 114 | 5/14 | 0.70 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0671
[2024-12-12 13:44:05,793][demucs.solver][INFO] - Train | Epoch 114 | 6/14 | 0.76 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0649
[2024-12-12 13:44:06,429][demucs.solver][INFO] - Train | Epoch 114 | 7/14 | 0.81 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0624
[2024-12-12 13:44:07,067][demucs.solver][INFO] - Train | Epoch 114 | 8/14 | 0.85 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0631
[2024-12-12 13:44:07,705][demucs.solver][INFO] - Train | Epoch 114 | 9/14 | 0.90 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0619
[2024-12-12 13:44:08,341][demucs.solver][INFO] - Train | Epoch 114 | 10/14 | 0.93 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.0598
[2024-12-12 13:44:08,976][demucs.solver][INFO] - Train | Epoch 114 | 11/14 | 0.96 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0563
[2024-12-12 13:44:09,604][demucs.solver][INFO] - Train | Epoch 114 | 12/14 | 0.99 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0566
[2024-12-12 13:44:10,232][demucs.solver][INFO] - Train | Epoch 114 | 13/14 | 1.02 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.0542
[2024-12-12 13:44:10,559][demucs.solver][INFO] - Train Summary | Epoch 114 | Loss=0.2555 | Reco=0.2555 | Grad=0.0542
[2024-12-12 13:44:10,559][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:44:10,559][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:44:13,273][demucs.solver][INFO] - Valid | Epoch 114 | 1/20 | 2.05 it/sec | Loss 0.5850 | Reco 0.5850 | Nsdr 1.063
[2024-12-12 13:44:13,447][demucs.solver][INFO] - Valid | Epoch 114 | 2/20 | 2.62 it/sec | Loss 0.4531 | Reco 0.4531 | Nsdr 1.106
[2024-12-12 13:44:13,651][demucs.solver][INFO] - Valid | Epoch 114 | 3/20 | 2.96 it/sec | Loss 0.4998 | Reco 0.4998 | Nsdr 1.113
[2024-12-12 13:44:13,851][demucs.solver][INFO] - Valid | Epoch 114 | 4/20 | 3.22 it/sec | Loss 0.5188 | Reco 0.5188 | Nsdr 1.113
[2024-12-12 13:44:14,035][demucs.solver][INFO] - Valid | Epoch 114 | 5/20 | 3.46 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.102
[2024-12-12 13:44:14,202][demucs.solver][INFO] - Valid | Epoch 114 | 6/20 | 3.68 it/sec | Loss 0.5250 | Reco 0.5250 | Nsdr 1.093
[2024-12-12 13:44:14,420][demucs.solver][INFO] - Valid | Epoch 114 | 7/20 | 3.77 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.095
[2024-12-12 13:44:14,581][demucs.solver][INFO] - Valid | Epoch 114 | 8/20 | 3.94 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.091
[2024-12-12 13:44:14,773][demucs.solver][INFO] - Valid | Epoch 114 | 9/20 | 4.04 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.092
[2024-12-12 13:44:14,959][demucs.solver][INFO] - Valid | Epoch 114 | 10/20 | 4.14 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.076
[2024-12-12 13:44:15,145][demucs.solver][INFO] - Valid | Epoch 114 | 11/20 | 4.22 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.066
[2024-12-12 13:44:15,346][demucs.solver][INFO] - Valid | Epoch 114 | 12/20 | 4.27 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.046
[2024-12-12 13:44:15,547][demucs.solver][INFO] - Valid | Epoch 114 | 13/20 | 4.31 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.042
[2024-12-12 13:44:15,733][demucs.solver][INFO] - Valid | Epoch 114 | 14/20 | 4.37 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.042
[2024-12-12 13:44:15,933][demucs.solver][INFO] - Valid | Epoch 114 | 15/20 | 4.40 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.044
[2024-12-12 13:44:16,120][demucs.solver][INFO] - Valid | Epoch 114 | 16/20 | 4.45 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.044
[2024-12-12 13:44:16,326][demucs.solver][INFO] - Valid | Epoch 114 | 17/20 | 4.47 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.050
[2024-12-12 13:44:16,523][demucs.solver][INFO] - Valid | Epoch 114 | 18/20 | 4.50 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.050
[2024-12-12 13:44:16,678][demucs.solver][INFO] - Valid | Epoch 114 | 19/20 | 4.57 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.055
[2024-12-12 13:44:17,022][demucs.solver][INFO] - Valid Summary | Epoch 114 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.055 | Best=0.5505 | Bname=main
[2024-12-12 13:44:18,377][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:44:18,377][demucs.solver][INFO] - Training...
[2024-12-12 13:44:24,833][demucs.solver][INFO] - Train | Epoch 115 | 1/14 | 0.41 it/sec | Loss 0.2976 | Reco 0.2976 | Grad 0.0840
[2024-12-12 13:44:26,569][demucs.solver][INFO] - Train | Epoch 115 | 2/14 | 0.45 it/sec | Loss 0.2788 | Reco 0.2788 | Grad 0.0677
[2024-12-12 13:44:27,698][demucs.solver][INFO] - Train | Epoch 115 | 3/14 | 0.52 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 0.0650
[2024-12-12 13:44:28,333][demucs.solver][INFO] - Train | Epoch 115 | 4/14 | 0.60 it/sec | Loss 0.2605 | Reco 0.2605 | Grad 0.0723
[2024-12-12 13:44:28,970][demucs.solver][INFO] - Train | Epoch 115 | 5/14 | 0.67 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.0617
[2024-12-12 13:44:29,613][demucs.solver][INFO] - Train | Epoch 115 | 6/14 | 0.73 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.0677
[2024-12-12 13:44:30,251][demucs.solver][INFO] - Train | Epoch 115 | 7/14 | 0.78 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0649
[2024-12-12 13:44:30,888][demucs.solver][INFO] - Train | Epoch 115 | 8/14 | 0.82 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.0622
[2024-12-12 13:44:31,522][demucs.solver][INFO] - Train | Epoch 115 | 9/14 | 0.87 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.0592
[2024-12-12 13:44:32,154][demucs.solver][INFO] - Train | Epoch 115 | 10/14 | 0.90 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.0564
[2024-12-12 13:44:32,786][demucs.solver][INFO] - Train | Epoch 115 | 11/14 | 0.94 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.0608
[2024-12-12 13:44:33,428][demucs.solver][INFO] - Train | Epoch 115 | 12/14 | 0.97 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0614
[2024-12-12 13:44:35,191][demucs.solver][INFO] - Train | Epoch 115 | 13/14 | 0.92 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0607
[2024-12-12 13:44:35,518][demucs.solver][INFO] - Train Summary | Epoch 115 | Loss=0.2547 | Reco=0.2547 | Grad=0.0607
[2024-12-12 13:44:35,519][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:44:35,519][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:44:38,071][demucs.solver][INFO] - Valid | Epoch 115 | 1/20 | 2.21 it/sec | Loss 0.5860 | Reco 0.5860 | Nsdr 1.048
[2024-12-12 13:44:38,287][demucs.solver][INFO] - Valid | Epoch 115 | 2/20 | 2.68 it/sec | Loss 0.4540 | Reco 0.4540 | Nsdr 1.088
[2024-12-12 13:44:38,502][demucs.solver][INFO] - Valid | Epoch 115 | 3/20 | 3.00 it/sec | Loss 0.5009 | Reco 0.5009 | Nsdr 1.095
[2024-12-12 13:44:38,704][demucs.solver][INFO] - Valid | Epoch 115 | 4/20 | 3.25 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.095
[2024-12-12 13:44:38,890][demucs.solver][INFO] - Valid | Epoch 115 | 5/20 | 3.48 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.085
[2024-12-12 13:44:39,077][demucs.solver][INFO] - Valid | Epoch 115 | 6/20 | 3.66 it/sec | Loss 0.5260 | Reco 0.5260 | Nsdr 1.077
[2024-12-12 13:44:39,280][demucs.solver][INFO] - Valid | Epoch 115 | 7/20 | 3.79 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.078
[2024-12-12 13:44:39,434][demucs.solver][INFO] - Valid | Epoch 115 | 8/20 | 3.97 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.076
[2024-12-12 13:44:39,636][demucs.solver][INFO] - Valid | Epoch 115 | 9/20 | 4.05 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.077
[2024-12-12 13:44:39,839][demucs.solver][INFO] - Valid | Epoch 115 | 10/20 | 4.12 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.061
[2024-12-12 13:44:40,026][demucs.solver][INFO] - Valid | Epoch 115 | 11/20 | 4.20 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.052
[2024-12-12 13:44:40,227][demucs.solver][INFO] - Valid | Epoch 115 | 12/20 | 4.25 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.032
[2024-12-12 13:44:40,413][demucs.solver][INFO] - Valid | Epoch 115 | 13/20 | 4.31 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.029
[2024-12-12 13:44:40,613][demucs.solver][INFO] - Valid | Epoch 115 | 14/20 | 4.35 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 1.029
[2024-12-12 13:44:40,785][demucs.solver][INFO] - Valid | Epoch 115 | 15/20 | 4.42 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.030
[2024-12-12 13:44:40,954][demucs.solver][INFO] - Valid | Epoch 115 | 16/20 | 4.49 it/sec | Loss 0.5830 | Reco 0.5830 | Nsdr 1.031
[2024-12-12 13:44:41,137][demucs.solver][INFO] - Valid | Epoch 115 | 17/20 | 4.53 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.036
[2024-12-12 13:44:41,320][demucs.solver][INFO] - Valid | Epoch 115 | 18/20 | 4.57 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.036
[2024-12-12 13:44:41,511][demucs.solver][INFO] - Valid | Epoch 115 | 19/20 | 4.60 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.041
[2024-12-12 13:44:41,913][demucs.solver][INFO] - Valid Summary | Epoch 115 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.041 | Best=0.5505 | Bname=main
[2024-12-12 13:44:43,294][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:44:43,294][demucs.solver][INFO] - Training...
[2024-12-12 13:44:55,115][demucs.solver][INFO] - Train | Epoch 116 | 1/14 | 0.19 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 0.0809
[2024-12-12 13:44:56,266][demucs.solver][INFO] - Train | Epoch 116 | 2/14 | 0.26 it/sec | Loss 0.2271 | Reco 0.2271 | Grad 0.0612
[2024-12-12 13:44:57,341][demucs.solver][INFO] - Train | Epoch 116 | 3/14 | 0.32 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 0.0589
[2024-12-12 13:44:57,987][demucs.solver][INFO] - Train | Epoch 116 | 4/14 | 0.38 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.0527
[2024-12-12 13:44:58,619][demucs.solver][INFO] - Train | Epoch 116 | 5/14 | 0.43 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.0529
[2024-12-12 13:44:59,249][demucs.solver][INFO] - Train | Epoch 116 | 6/14 | 0.48 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0625
[2024-12-12 13:44:59,890][demucs.solver][INFO] - Train | Epoch 116 | 7/14 | 0.53 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.0600
[2024-12-12 13:45:00,521][demucs.solver][INFO] - Train | Epoch 116 | 8/14 | 0.57 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.0606
[2024-12-12 13:45:01,159][demucs.solver][INFO] - Train | Epoch 116 | 9/14 | 0.61 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.0595
[2024-12-12 13:45:01,794][demucs.solver][INFO] - Train | Epoch 116 | 10/14 | 0.64 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.0690
[2024-12-12 13:45:02,429][demucs.solver][INFO] - Train | Epoch 116 | 11/14 | 0.68 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.0675
[2024-12-12 13:45:03,059][demucs.solver][INFO] - Train | Epoch 116 | 12/14 | 0.71 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.0652
[2024-12-12 13:45:03,690][demucs.solver][INFO] - Train | Epoch 116 | 13/14 | 0.74 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0674
[2024-12-12 13:45:04,022][demucs.solver][INFO] - Train Summary | Epoch 116 | Loss=0.2461 | Reco=0.2461 | Grad=0.0674
[2024-12-12 13:45:04,023][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:45:04,023][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:45:06,523][demucs.solver][INFO] - Valid | Epoch 116 | 1/20 | 2.22 it/sec | Loss 0.5867 | Reco 0.5867 | Nsdr 1.041
[2024-12-12 13:45:06,792][demucs.solver][INFO] - Valid | Epoch 116 | 2/20 | 2.57 it/sec | Loss 0.4548 | Reco 0.4548 | Nsdr 1.081
[2024-12-12 13:45:06,994][demucs.solver][INFO] - Valid | Epoch 116 | 3/20 | 2.92 it/sec | Loss 0.5017 | Reco 0.5017 | Nsdr 1.088
[2024-12-12 13:45:07,203][demucs.solver][INFO] - Valid | Epoch 116 | 4/20 | 3.17 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.088
[2024-12-12 13:45:07,409][demucs.solver][INFO] - Valid | Epoch 116 | 5/20 | 3.36 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.077
[2024-12-12 13:45:07,598][demucs.solver][INFO] - Valid | Epoch 116 | 6/20 | 3.55 it/sec | Loss 0.5268 | Reco 0.5268 | Nsdr 1.069
[2024-12-12 13:45:07,770][demucs.solver][INFO] - Valid | Epoch 116 | 7/20 | 3.73 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.070
[2024-12-12 13:45:07,957][demucs.solver][INFO] - Valid | Epoch 116 | 8/20 | 3.86 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.067
[2024-12-12 13:45:08,143][demucs.solver][INFO] - Valid | Epoch 116 | 9/20 | 3.97 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.069
[2024-12-12 13:45:08,329][demucs.solver][INFO] - Valid | Epoch 116 | 10/20 | 4.07 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.053
[2024-12-12 13:45:08,516][demucs.solver][INFO] - Valid | Epoch 116 | 11/20 | 4.15 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.044
[2024-12-12 13:45:08,668][demucs.solver][INFO] - Valid | Epoch 116 | 12/20 | 4.27 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.024
[2024-12-12 13:45:08,874][demucs.solver][INFO] - Valid | Epoch 116 | 13/20 | 4.31 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.020
[2024-12-12 13:45:09,072][demucs.solver][INFO] - Valid | Epoch 116 | 14/20 | 4.35 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.020
[2024-12-12 13:45:09,224][demucs.solver][INFO] - Valid | Epoch 116 | 15/20 | 4.44 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.022
[2024-12-12 13:45:09,398][demucs.solver][INFO] - Valid | Epoch 116 | 16/20 | 4.50 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.023
[2024-12-12 13:45:09,553][demucs.solver][INFO] - Valid | Epoch 116 | 17/20 | 4.58 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.028
[2024-12-12 13:45:09,752][demucs.solver][INFO] - Valid | Epoch 116 | 18/20 | 4.60 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.028
[2024-12-12 13:45:09,922][demucs.solver][INFO] - Valid | Epoch 116 | 19/20 | 4.65 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.033
[2024-12-12 13:45:10,286][demucs.solver][INFO] - Valid Summary | Epoch 116 | Loss=0.5536 | Reco=0.5536 | Nsdr=1.033 | Best=0.5505 | Bname=main
[2024-12-12 13:45:11,727][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:45:11,728][demucs.solver][INFO] - Training...
[2024-12-12 13:45:21,821][demucs.solver][INFO] - Train | Epoch 117 | 1/14 | 0.23 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0457
[2024-12-12 13:45:22,465][demucs.solver][INFO] - Train | Epoch 117 | 2/14 | 0.33 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0401
[2024-12-12 13:45:23,102][demucs.solver][INFO] - Train | Epoch 117 | 3/14 | 0.41 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0580
[2024-12-12 13:45:23,744][demucs.solver][INFO] - Train | Epoch 117 | 4/14 | 0.48 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0588
[2024-12-12 13:45:24,382][demucs.solver][INFO] - Train | Epoch 117 | 5/14 | 0.54 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0575
[2024-12-12 13:45:25,022][demucs.solver][INFO] - Train | Epoch 117 | 6/14 | 0.59 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0548
[2024-12-12 13:45:25,655][demucs.solver][INFO] - Train | Epoch 117 | 7/14 | 0.65 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.0504
[2024-12-12 13:45:26,289][demucs.solver][INFO] - Train | Epoch 117 | 8/14 | 0.69 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0516
[2024-12-12 13:45:26,926][demucs.solver][INFO] - Train | Epoch 117 | 9/14 | 0.73 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.0511
[2024-12-12 13:45:27,561][demucs.solver][INFO] - Train | Epoch 117 | 10/14 | 0.77 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0500
[2024-12-12 13:45:28,191][demucs.solver][INFO] - Train | Epoch 117 | 11/14 | 0.80 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.0474
[2024-12-12 13:45:28,819][demucs.solver][INFO] - Train | Epoch 117 | 12/14 | 0.84 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0459
[2024-12-12 13:45:29,445][demucs.solver][INFO] - Train | Epoch 117 | 13/14 | 0.86 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0457
[2024-12-12 13:45:29,761][demucs.solver][INFO] - Train Summary | Epoch 117 | Loss=0.2456 | Reco=0.2456 | Grad=0.0457
[2024-12-12 13:45:29,761][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:45:29,762][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:45:31,840][demucs.solver][INFO] - Valid | Epoch 117 | 1/20 | 3.13 it/sec | Loss 0.5855 | Reco 0.5855 | Nsdr 1.058
[2024-12-12 13:45:32,071][demucs.solver][INFO] - Valid | Epoch 117 | 2/20 | 3.44 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.099
[2024-12-12 13:45:32,354][demucs.solver][INFO] - Valid | Epoch 117 | 3/20 | 3.47 it/sec | Loss 0.5005 | Reco 0.5005 | Nsdr 1.106
[2024-12-12 13:45:32,529][demucs.solver][INFO] - Valid | Epoch 117 | 4/20 | 3.76 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 1.106
[2024-12-12 13:45:32,753][demucs.solver][INFO] - Valid | Epoch 117 | 5/20 | 3.86 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.095
[2024-12-12 13:45:33,016][demucs.solver][INFO] - Valid | Epoch 117 | 6/20 | 3.86 it/sec | Loss 0.5256 | Reco 0.5256 | Nsdr 1.085
[2024-12-12 13:45:33,246][demucs.solver][INFO] - Valid | Epoch 117 | 7/20 | 3.91 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.088
[2024-12-12 13:45:33,427][demucs.solver][INFO] - Valid | Epoch 117 | 8/20 | 4.04 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.084
[2024-12-12 13:45:33,971][demucs.solver][INFO] - Valid | Epoch 117 | 9/20 | 3.61 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.085
[2024-12-12 13:45:34,406][demucs.solver][INFO] - Valid | Epoch 117 | 10/20 | 3.43 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.070
[2024-12-12 13:45:34,935][demucs.solver][INFO] - Valid | Epoch 117 | 11/20 | 3.21 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.060
[2024-12-12 13:45:35,709][demucs.solver][INFO] - Valid | Epoch 117 | 12/20 | 2.88 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.040
[2024-12-12 13:45:36,517][demucs.solver][INFO] - Valid | Epoch 117 | 13/20 | 2.63 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.036
[2024-12-12 13:45:37,271][demucs.solver][INFO] - Valid | Epoch 117 | 14/20 | 2.47 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.036
[2024-12-12 13:45:38,022][demucs.solver][INFO] - Valid | Epoch 117 | 15/20 | 2.35 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.038
[2024-12-12 13:45:38,788][demucs.solver][INFO] - Valid | Epoch 117 | 16/20 | 2.24 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.038
[2024-12-12 13:45:39,586][demucs.solver][INFO] - Valid | Epoch 117 | 17/20 | 2.15 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.044
[2024-12-12 13:45:40,386][demucs.solver][INFO] - Valid | Epoch 117 | 18/20 | 2.07 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.044
[2024-12-12 13:45:40,589][demucs.solver][INFO] - Valid | Epoch 117 | 19/20 | 2.13 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.049
[2024-12-12 13:45:40,989][demucs.solver][INFO] - Valid Summary | Epoch 117 | Loss=0.5524 | Reco=0.5524 | Nsdr=1.049 | Best=0.5505 | Bname=main
[2024-12-12 13:45:42,496][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:45:42,497][demucs.solver][INFO] - Training...
[2024-12-12 13:45:48,532][demucs.solver][INFO] - Train | Epoch 118 | 1/14 | 0.44 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 0.0293
[2024-12-12 13:45:51,791][demucs.solver][INFO] - Train | Epoch 118 | 2/14 | 0.38 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.0291
[2024-12-12 13:45:52,887][demucs.solver][INFO] - Train | Epoch 118 | 3/14 | 0.45 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.0282
[2024-12-12 13:45:54,078][demucs.solver][INFO] - Train | Epoch 118 | 4/14 | 0.49 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0550
[2024-12-12 13:45:54,808][demucs.solver][INFO] - Train | Epoch 118 | 5/14 | 0.55 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0643
[2024-12-12 13:45:55,461][demucs.solver][INFO] - Train | Epoch 118 | 6/14 | 0.61 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0642
[2024-12-12 13:45:56,099][demucs.solver][INFO] - Train | Epoch 118 | 7/14 | 0.66 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0593
[2024-12-12 13:45:56,733][demucs.solver][INFO] - Train | Epoch 118 | 8/14 | 0.70 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0590
[2024-12-12 13:45:57,374][demucs.solver][INFO] - Train | Epoch 118 | 9/14 | 0.74 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0555
[2024-12-12 13:45:58,013][demucs.solver][INFO] - Train | Epoch 118 | 10/14 | 0.78 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0643
[2024-12-12 13:45:58,646][demucs.solver][INFO] - Train | Epoch 118 | 11/14 | 0.82 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0640
[2024-12-12 13:45:59,276][demucs.solver][INFO] - Train | Epoch 118 | 12/14 | 0.85 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0607
[2024-12-12 13:45:59,915][demucs.solver][INFO] - Train | Epoch 118 | 13/14 | 0.88 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0603
[2024-12-12 13:46:00,276][demucs.solver][INFO] - Train Summary | Epoch 118 | Loss=0.2499 | Reco=0.2499 | Grad=0.0603
[2024-12-12 13:46:00,277][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:46:00,277][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:46:03,061][demucs.solver][INFO] - Valid | Epoch 118 | 1/20 | 2.29 it/sec | Loss 0.5870 | Reco 0.5870 | Nsdr 1.036
[2024-12-12 13:46:03,272][demucs.solver][INFO] - Valid | Epoch 118 | 2/20 | 2.77 it/sec | Loss 0.4547 | Reco 0.4547 | Nsdr 1.073
[2024-12-12 13:46:03,457][demucs.solver][INFO] - Valid | Epoch 118 | 3/20 | 3.15 it/sec | Loss 0.5016 | Reco 0.5016 | Nsdr 1.080
[2024-12-12 13:46:03,640][demucs.solver][INFO] - Valid | Epoch 118 | 4/20 | 3.44 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.081
[2024-12-12 13:46:03,828][demucs.solver][INFO] - Valid | Epoch 118 | 5/20 | 3.66 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.071
[2024-12-12 13:46:04,018][demucs.solver][INFO] - Valid | Epoch 118 | 6/20 | 3.83 it/sec | Loss 0.5270 | Reco 0.5270 | Nsdr 1.063
[2024-12-12 13:46:04,207][demucs.solver][INFO] - Valid | Epoch 118 | 7/20 | 3.96 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.065
[2024-12-12 13:46:04,379][demucs.solver][INFO] - Valid | Epoch 118 | 8/20 | 4.11 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.062
[2024-12-12 13:46:04,563][demucs.solver][INFO] - Valid | Epoch 118 | 9/20 | 4.21 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.063
[2024-12-12 13:46:04,748][demucs.solver][INFO] - Valid | Epoch 118 | 10/20 | 4.30 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.048
[2024-12-12 13:46:04,946][demucs.solver][INFO] - Valid | Epoch 118 | 11/20 | 4.35 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.039
[2024-12-12 13:46:05,140][demucs.solver][INFO] - Valid | Epoch 118 | 12/20 | 4.40 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.019
[2024-12-12 13:46:05,325][demucs.solver][INFO] - Valid | Epoch 118 | 13/20 | 4.46 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.016
[2024-12-12 13:46:05,519][demucs.solver][INFO] - Valid | Epoch 118 | 14/20 | 4.50 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.016
[2024-12-12 13:46:05,695][demucs.solver][INFO] - Valid | Epoch 118 | 15/20 | 4.56 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.018
[2024-12-12 13:46:05,865][demucs.solver][INFO] - Valid | Epoch 118 | 16/20 | 4.62 it/sec | Loss 0.5839 | Reco 0.5839 | Nsdr 1.019
[2024-12-12 13:46:06,051][demucs.solver][INFO] - Valid | Epoch 118 | 17/20 | 4.66 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.024
[2024-12-12 13:46:06,235][demucs.solver][INFO] - Valid | Epoch 118 | 18/20 | 4.69 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.023
[2024-12-12 13:46:06,418][demucs.solver][INFO] - Valid | Epoch 118 | 19/20 | 4.73 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.028
[2024-12-12 13:46:06,815][demucs.solver][INFO] - Valid Summary | Epoch 118 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.028 | Best=0.5505 | Bname=main
[2024-12-12 13:46:08,253][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:46:08,253][demucs.solver][INFO] - Training...
[2024-12-12 13:46:14,449][demucs.solver][INFO] - Train | Epoch 119 | 1/14 | 0.42 it/sec | Loss 0.2720 | Reco 0.2720 | Grad 0.0692
[2024-12-12 13:46:15,765][demucs.solver][INFO] - Train | Epoch 119 | 2/14 | 0.50 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0537
[2024-12-12 13:46:16,412][demucs.solver][INFO] - Train | Epoch 119 | 3/14 | 0.60 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0451
[2024-12-12 13:46:17,059][demucs.solver][INFO] - Train | Epoch 119 | 4/14 | 0.68 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.0588
[2024-12-12 13:46:17,711][demucs.solver][INFO] - Train | Epoch 119 | 5/14 | 0.75 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0613
[2024-12-12 13:46:18,535][demucs.solver][INFO] - Train | Epoch 119 | 6/14 | 0.80 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0588
[2024-12-12 13:46:19,177][demucs.solver][INFO] - Train | Epoch 119 | 7/14 | 0.85 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0634
[2024-12-12 13:46:19,808][demucs.solver][INFO] - Train | Epoch 119 | 8/14 | 0.89 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0637
[2024-12-12 13:46:20,453][demucs.solver][INFO] - Train | Epoch 119 | 9/14 | 0.93 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0590
[2024-12-12 13:46:21,081][demucs.solver][INFO] - Train | Epoch 119 | 10/14 | 0.97 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0577
[2024-12-12 13:46:21,708][demucs.solver][INFO] - Train | Epoch 119 | 11/14 | 1.00 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0565
[2024-12-12 13:46:22,335][demucs.solver][INFO] - Train | Epoch 119 | 12/14 | 1.03 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0621
[2024-12-12 13:46:22,961][demucs.solver][INFO] - Train | Epoch 119 | 13/14 | 1.06 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0653
[2024-12-12 13:46:23,280][demucs.solver][INFO] - Train Summary | Epoch 119 | Loss=0.2516 | Reco=0.2516 | Grad=0.0653
[2024-12-12 13:46:23,280][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:46:23,280][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:46:25,557][demucs.solver][INFO] - Valid | Epoch 119 | 1/20 | 2.38 it/sec | Loss 0.5861 | Reco 0.5861 | Nsdr 1.051
[2024-12-12 13:46:25,825][demucs.solver][INFO] - Valid | Epoch 119 | 2/20 | 2.71 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 1.092
[2024-12-12 13:46:26,020][demucs.solver][INFO] - Valid | Epoch 119 | 3/20 | 3.07 it/sec | Loss 0.5010 | Reco 0.5010 | Nsdr 1.100
[2024-12-12 13:46:26,327][demucs.solver][INFO] - Valid | Epoch 119 | 4/20 | 3.10 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.100
[2024-12-12 13:46:26,544][demucs.solver][INFO] - Valid | Epoch 119 | 5/20 | 3.28 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.088
[2024-12-12 13:46:26,796][demucs.solver][INFO] - Valid | Epoch 119 | 6/20 | 3.37 it/sec | Loss 0.5262 | Reco 0.5262 | Nsdr 1.078
[2024-12-12 13:46:26,984][demucs.solver][INFO] - Valid | Epoch 119 | 7/20 | 3.53 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.080
[2024-12-12 13:46:27,165][demucs.solver][INFO] - Valid | Epoch 119 | 8/20 | 3.68 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.077
[2024-12-12 13:46:27,410][demucs.solver][INFO] - Valid | Epoch 119 | 9/20 | 3.71 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.078
[2024-12-12 13:46:27,599][demucs.solver][INFO] - Valid | Epoch 119 | 10/20 | 3.82 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.062
[2024-12-12 13:46:27,853][demucs.solver][INFO] - Valid | Epoch 119 | 11/20 | 3.83 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.052
[2024-12-12 13:46:28,078][demucs.solver][INFO] - Valid | Epoch 119 | 12/20 | 3.87 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.032
[2024-12-12 13:46:28,281][demucs.solver][INFO] - Valid | Epoch 119 | 13/20 | 3.93 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.029
[2024-12-12 13:46:28,480][demucs.solver][INFO] - Valid | Epoch 119 | 14/20 | 3.99 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.028
[2024-12-12 13:46:28,669][demucs.solver][INFO] - Valid | Epoch 119 | 15/20 | 4.05 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.030
[2024-12-12 13:46:28,926][demucs.solver][INFO] - Valid | Epoch 119 | 16/20 | 4.04 it/sec | Loss 0.5832 | Reco 0.5832 | Nsdr 1.031
[2024-12-12 13:46:29,121][demucs.solver][INFO] - Valid | Epoch 119 | 17/20 | 4.09 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.037
[2024-12-12 13:46:29,324][demucs.solver][INFO] - Valid | Epoch 119 | 18/20 | 4.12 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.037
[2024-12-12 13:46:29,530][demucs.solver][INFO] - Valid | Epoch 119 | 19/20 | 4.15 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.041
[2024-12-12 13:46:29,893][demucs.solver][INFO] - Valid Summary | Epoch 119 | Loss=0.5530 | Reco=0.5530 | Nsdr=1.041 | Best=0.5505 | Bname=main
[2024-12-12 13:46:31,218][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:46:31,218][demucs.solver][INFO] - Training...
[2024-12-12 13:46:41,609][demucs.solver][INFO] - Train | Epoch 120 | 1/14 | 0.23 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.0730
[2024-12-12 13:46:42,270][demucs.solver][INFO] - Train | Epoch 120 | 2/14 | 0.32 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 0.0608
[2024-12-12 13:46:42,910][demucs.solver][INFO] - Train | Epoch 120 | 3/14 | 0.40 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.0652
[2024-12-12 13:46:43,550][demucs.solver][INFO] - Train | Epoch 120 | 4/14 | 0.46 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 0.0636
[2024-12-12 13:46:44,185][demucs.solver][INFO] - Train | Epoch 120 | 5/14 | 0.53 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.0617
[2024-12-12 13:46:44,818][demucs.solver][INFO] - Train | Epoch 120 | 6/14 | 0.58 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.0573
[2024-12-12 13:46:45,456][demucs.solver][INFO] - Train | Epoch 120 | 7/14 | 0.63 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0563
[2024-12-12 13:46:46,087][demucs.solver][INFO] - Train | Epoch 120 | 8/14 | 0.68 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0552
[2024-12-12 13:46:46,715][demucs.solver][INFO] - Train | Epoch 120 | 9/14 | 0.72 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0523
[2024-12-12 13:46:47,351][demucs.solver][INFO] - Train | Epoch 120 | 10/14 | 0.76 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.0515
[2024-12-12 13:46:47,989][demucs.solver][INFO] - Train | Epoch 120 | 11/14 | 0.79 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0492
[2024-12-12 13:46:48,695][demucs.solver][INFO] - Train | Epoch 120 | 12/14 | 0.82 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0484
[2024-12-12 13:46:49,837][demucs.solver][INFO] - Train | Epoch 120 | 13/14 | 0.82 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0474
[2024-12-12 13:46:50,180][demucs.solver][INFO] - Train Summary | Epoch 120 | Loss=0.2462 | Reco=0.2462 | Grad=0.0474
[2024-12-12 13:46:50,181][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:46:50,181][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:46:52,350][demucs.solver][INFO] - Valid | Epoch 120 | 1/20 | 3.44 it/sec | Loss 0.5855 | Reco 0.5855 | Nsdr 1.058
[2024-12-12 13:46:52,568][demucs.solver][INFO] - Valid | Epoch 120 | 2/20 | 3.75 it/sec | Loss 0.4539 | Reco 0.4539 | Nsdr 1.097
[2024-12-12 13:46:52,758][demucs.solver][INFO] - Valid | Epoch 120 | 3/20 | 4.04 it/sec | Loss 0.5007 | Reco 0.5007 | Nsdr 1.105
[2024-12-12 13:46:52,970][demucs.solver][INFO] - Valid | Epoch 120 | 4/20 | 4.16 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.106
[2024-12-12 13:46:53,159][demucs.solver][INFO] - Valid | Epoch 120 | 5/20 | 4.32 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.094
[2024-12-12 13:46:53,346][demucs.solver][INFO] - Valid | Epoch 120 | 6/20 | 4.44 it/sec | Loss 0.5257 | Reco 0.5257 | Nsdr 1.085
[2024-12-12 13:46:53,549][demucs.solver][INFO] - Valid | Epoch 120 | 7/20 | 4.49 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.088
[2024-12-12 13:46:53,733][demucs.solver][INFO] - Valid | Epoch 120 | 8/20 | 4.58 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.084
[2024-12-12 13:46:53,936][demucs.solver][INFO] - Valid | Epoch 120 | 9/20 | 4.61 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.085
[2024-12-12 13:46:54,139][demucs.solver][INFO] - Valid | Epoch 120 | 10/20 | 4.64 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.070
[2024-12-12 13:46:54,328][demucs.solver][INFO] - Valid | Epoch 120 | 11/20 | 4.69 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.060
[2024-12-12 13:46:54,529][demucs.solver][INFO] - Valid | Epoch 120 | 12/20 | 4.71 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.040
[2024-12-12 13:46:54,733][demucs.solver][INFO] - Valid | Epoch 120 | 13/20 | 4.72 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.036
[2024-12-12 13:46:54,904][demucs.solver][INFO] - Valid | Epoch 120 | 14/20 | 4.78 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.036
[2024-12-12 13:46:55,093][demucs.solver][INFO] - Valid | Epoch 120 | 15/20 | 4.81 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.038
[2024-12-12 13:46:55,261][demucs.solver][INFO] - Valid | Epoch 120 | 16/20 | 4.87 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.039
[2024-12-12 13:46:55,432][demucs.solver][INFO] - Valid | Epoch 120 | 17/20 | 4.91 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.044
[2024-12-12 13:46:55,601][demucs.solver][INFO] - Valid | Epoch 120 | 18/20 | 4.96 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.044
[2024-12-12 13:46:55,803][demucs.solver][INFO] - Valid | Epoch 120 | 19/20 | 4.96 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.048
[2024-12-12 13:46:56,182][demucs.solver][INFO] - Valid Summary | Epoch 120 | Loss=0.5524 | Reco=0.5524 | Nsdr=1.048 | Best=0.5505 | Bname=main
[2024-12-12 13:46:56,183][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:46:56,183][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 13:47:09,298][demucs.evaluate][INFO] - Eval | 1/20 | 0.30 it/sec
[2024-12-12 13:47:12,610][demucs.evaluate][INFO] - Eval | 2/20 | 0.30 it/sec
[2024-12-12 13:47:15,976][demucs.evaluate][INFO] - Eval | 3/20 | 0.30 it/sec
[2024-12-12 13:47:19,871][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 13:47:23,243][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 13:47:26,512][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 13:47:29,758][demucs.evaluate][INFO] - Eval | 7/20 | 0.30 it/sec
[2024-12-12 13:47:33,014][demucs.evaluate][INFO] - Eval | 8/20 | 0.30 it/sec
[2024-12-12 13:47:36,376][demucs.evaluate][INFO] - Eval | 9/20 | 0.30 it/sec
[2024-12-12 13:47:39,631][demucs.evaluate][INFO] - Eval | 10/20 | 0.30 it/sec
[2024-12-12 13:47:42,899][demucs.evaluate][INFO] - Eval | 11/20 | 0.30 it/sec
[2024-12-12 13:47:46,188][demucs.evaluate][INFO] - Eval | 12/20 | 0.30 it/sec
[2024-12-12 13:47:49,473][demucs.evaluate][INFO] - Eval | 13/20 | 0.30 it/sec
[2024-12-12 13:47:52,747][demucs.evaluate][INFO] - Eval | 14/20 | 0.30 it/sec
[2024-12-12 13:47:56,005][demucs.evaluate][INFO] - Eval | 15/20 | 0.30 it/sec
[2024-12-12 13:47:59,532][demucs.evaluate][INFO] - Eval | 16/20 | 0.30 it/sec
[2024-12-12 13:48:02,893][demucs.evaluate][INFO] - Eval | 17/20 | 0.30 it/sec
[2024-12-12 13:48:06,165][demucs.evaluate][INFO] - Eval | 18/20 | 0.30 it/sec
[2024-12-12 13:48:09,425][demucs.evaluate][INFO] - Eval | 19/20 | 0.30 it/sec
[2024-12-12 13:48:09,440][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 138.23 it/sec
[2024-12-12 13:48:09,447][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 142.11 it/sec
[2024-12-12 13:48:09,455][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 138.28 it/sec
[2024-12-12 13:48:09,462][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 137.77 it/sec
[2024-12-12 13:48:09,469][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 138.30 it/sec
[2024-12-12 13:48:09,481][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 128.10 it/sec
[2024-12-12 13:48:09,487][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 131.01 it/sec
[2024-12-12 13:48:09,494][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 132.77 it/sec
[2024-12-12 13:48:09,501][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 133.39 it/sec
[2024-12-12 13:48:09,509][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 133.22 it/sec
[2024-12-12 13:48:09,518][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 130.95 it/sec
[2024-12-12 13:48:09,524][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 132.18 it/sec
[2024-12-12 13:48:09,534][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 130.21 it/sec
[2024-12-12 13:48:09,541][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 130.01 it/sec
[2024-12-12 13:48:09,550][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 129.30 it/sec
[2024-12-12 13:48:09,559][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 127.57 it/sec
[2024-12-12 13:48:09,569][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 125.81 it/sec
[2024-12-12 13:48:09,578][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 125.40 it/sec
[2024-12-12 13:48:09,588][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 123.32 it/sec
[2024-12-12 13:48:09,658][demucs.solver][INFO] - Test Summary | Epoch 120 | Nsdr=0.942 | Nsdr_drums=0.948 | Nsdr_bass=0.960 | Nsdr_other=0.911 | Nsdr_vocals=0.950
[2024-12-12 13:48:11,063][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:48:11,064][demucs.solver][INFO] - Training...
[2024-12-12 13:48:16,527][demucs.solver][INFO] - Train | Epoch 121 | 1/14 | 0.51 it/sec | Loss 0.2678 | Reco 0.2678 | Grad 0.0896
[2024-12-12 13:48:17,216][demucs.solver][INFO] - Train | Epoch 121 | 2/14 | 0.65 it/sec | Loss 0.2759 | Reco 0.2759 | Grad 0.0793
[2024-12-12 13:48:22,176][demucs.solver][INFO] - Train | Epoch 121 | 3/14 | 0.42 it/sec | Loss 0.2690 | Reco 0.2690 | Grad 0.0649
[2024-12-12 13:48:22,818][demucs.solver][INFO] - Train | Epoch 121 | 4/14 | 0.49 it/sec | Loss 0.2711 | Reco 0.2711 | Grad 0.0749
[2024-12-12 13:48:23,459][demucs.solver][INFO] - Train | Epoch 121 | 5/14 | 0.55 it/sec | Loss 0.2688 | Reco 0.2688 | Grad 0.0822
[2024-12-12 13:48:24,098][demucs.solver][INFO] - Train | Epoch 121 | 6/14 | 0.61 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.0771
[2024-12-12 13:48:24,735][demucs.solver][INFO] - Train | Epoch 121 | 7/14 | 0.66 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.0763
[2024-12-12 13:48:25,375][demucs.solver][INFO] - Train | Epoch 121 | 8/14 | 0.70 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0692
[2024-12-12 13:48:26,005][demucs.solver][INFO] - Train | Epoch 121 | 9/14 | 0.75 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0686
[2024-12-12 13:48:26,637][demucs.solver][INFO] - Train | Epoch 121 | 10/14 | 0.78 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0705
[2024-12-12 13:48:27,269][demucs.solver][INFO] - Train | Epoch 121 | 11/14 | 0.82 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0700
[2024-12-12 13:48:27,905][demucs.solver][INFO] - Train | Epoch 121 | 12/14 | 0.85 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.0694
[2024-12-12 13:48:28,536][demucs.solver][INFO] - Train | Epoch 121 | 13/14 | 0.88 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0686
[2024-12-12 13:48:28,869][demucs.solver][INFO] - Train Summary | Epoch 121 | Loss=0.2461 | Reco=0.2461 | Grad=0.0686
[2024-12-12 13:48:28,870][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:48:28,870][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:48:31,619][demucs.solver][INFO] - Valid | Epoch 121 | 1/20 | 1.75 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.083
[2024-12-12 13:48:31,940][demucs.solver][INFO] - Valid | Epoch 121 | 2/20 | 2.05 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 1.129
[2024-12-12 13:48:32,174][demucs.solver][INFO] - Valid | Epoch 121 | 3/20 | 2.36 it/sec | Loss 0.4987 | Reco 0.4987 | Nsdr 1.137
[2024-12-12 13:48:32,568][demucs.solver][INFO] - Valid | Epoch 121 | 4/20 | 2.39 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.136
[2024-12-12 13:48:32,905][demucs.solver][INFO] - Valid | Epoch 121 | 5/20 | 2.47 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.124
[2024-12-12 13:48:33,089][demucs.solver][INFO] - Valid | Epoch 121 | 6/20 | 2.68 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.114
[2024-12-12 13:48:33,246][demucs.solver][INFO] - Valid | Epoch 121 | 7/20 | 2.89 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.116
[2024-12-12 13:48:33,419][demucs.solver][INFO] - Valid | Epoch 121 | 8/20 | 3.06 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.112
[2024-12-12 13:48:33,629][demucs.solver][INFO] - Valid | Epoch 121 | 9/20 | 3.17 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.113
[2024-12-12 13:48:33,800][demucs.solver][INFO] - Valid | Epoch 121 | 10/20 | 3.31 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.097
[2024-12-12 13:48:34,003][demucs.solver][INFO] - Valid | Epoch 121 | 11/20 | 3.41 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.087
[2024-12-12 13:48:34,187][demucs.solver][INFO] - Valid | Epoch 121 | 12/20 | 3.51 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.066
[2024-12-12 13:48:34,370][demucs.solver][INFO] - Valid | Epoch 121 | 13/20 | 3.60 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.062
[2024-12-12 13:48:34,570][demucs.solver][INFO] - Valid | Epoch 121 | 14/20 | 3.67 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.061
[2024-12-12 13:48:34,755][demucs.solver][INFO] - Valid | Epoch 121 | 15/20 | 3.74 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.063
[2024-12-12 13:48:34,954][demucs.solver][INFO] - Valid | Epoch 121 | 16/20 | 3.80 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.064
[2024-12-12 13:48:35,148][demucs.solver][INFO] - Valid | Epoch 121 | 17/20 | 3.85 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.070
[2024-12-12 13:48:35,333][demucs.solver][INFO] - Valid | Epoch 121 | 18/20 | 3.91 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.070
[2024-12-12 13:48:35,517][demucs.solver][INFO] - Valid | Epoch 121 | 19/20 | 3.97 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.075
[2024-12-12 13:48:35,879][demucs.solver][INFO] - Valid Summary | Epoch 121 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.075 | Best=0.5505 | Bname=main
[2024-12-12 13:48:37,220][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:48:37,220][demucs.solver][INFO] - Training...
[2024-12-12 13:48:44,968][demucs.solver][INFO] - Train | Epoch 122 | 1/14 | 0.32 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.0395
[2024-12-12 13:48:45,613][demucs.solver][INFO] - Train | Epoch 122 | 2/14 | 0.44 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.0877
[2024-12-12 13:48:46,251][demucs.solver][INFO] - Train | Epoch 122 | 3/14 | 0.54 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0977
[2024-12-12 13:48:46,889][demucs.solver][INFO] - Train | Epoch 122 | 4/14 | 0.62 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.1038
[2024-12-12 13:48:47,526][demucs.solver][INFO] - Train | Epoch 122 | 5/14 | 0.69 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0961
[2024-12-12 13:48:48,165][demucs.solver][INFO] - Train | Epoch 122 | 6/14 | 0.75 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0900
[2024-12-12 13:48:48,795][demucs.solver][INFO] - Train | Epoch 122 | 7/14 | 0.80 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0876
[2024-12-12 13:48:49,421][demucs.solver][INFO] - Train | Epoch 122 | 8/14 | 0.85 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0806
[2024-12-12 13:48:50,047][demucs.solver][INFO] - Train | Epoch 122 | 9/14 | 0.89 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0773
[2024-12-12 13:48:50,675][demucs.solver][INFO] - Train | Epoch 122 | 10/14 | 0.93 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0785
[2024-12-12 13:48:51,302][demucs.solver][INFO] - Train | Epoch 122 | 11/14 | 0.96 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0741
[2024-12-12 13:48:51,933][demucs.solver][INFO] - Train | Epoch 122 | 12/14 | 0.99 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0696
[2024-12-12 13:48:52,558][demucs.solver][INFO] - Train | Epoch 122 | 13/14 | 1.02 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0712
[2024-12-12 13:48:52,882][demucs.solver][INFO] - Train Summary | Epoch 122 | Loss=0.2573 | Reco=0.2573 | Grad=0.0712
[2024-12-12 13:48:52,883][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:48:52,883][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:48:55,016][demucs.solver][INFO] - Valid | Epoch 122 | 1/20 | 3.39 it/sec | Loss 0.5869 | Reco 0.5869 | Nsdr 1.039
[2024-12-12 13:48:55,246][demucs.solver][INFO] - Valid | Epoch 122 | 2/20 | 3.65 it/sec | Loss 0.4550 | Reco 0.4550 | Nsdr 1.075
[2024-12-12 13:48:55,516][demucs.solver][INFO] - Valid | Epoch 122 | 3/20 | 3.67 it/sec | Loss 0.5019 | Reco 0.5019 | Nsdr 1.083
[2024-12-12 13:48:55,735][demucs.solver][INFO] - Valid | Epoch 122 | 4/20 | 3.82 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.085
[2024-12-12 13:48:55,954][demucs.solver][INFO] - Valid | Epoch 122 | 5/20 | 3.92 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.073
[2024-12-12 13:48:56,145][demucs.solver][INFO] - Valid | Epoch 122 | 6/20 | 4.07 it/sec | Loss 0.5270 | Reco 0.5270 | Nsdr 1.065
[2024-12-12 13:48:56,331][demucs.solver][INFO] - Valid | Epoch 122 | 7/20 | 4.20 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.068
[2024-12-12 13:48:56,531][demucs.solver][INFO] - Valid | Epoch 122 | 8/20 | 4.27 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.065
[2024-12-12 13:48:56,719][demucs.solver][INFO] - Valid | Epoch 122 | 9/20 | 4.36 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.066
[2024-12-12 13:48:56,926][demucs.solver][INFO] - Valid | Epoch 122 | 10/20 | 4.40 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.051
[2024-12-12 13:48:57,094][demucs.solver][INFO] - Valid | Epoch 122 | 11/20 | 4.50 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.042
[2024-12-12 13:48:57,277][demucs.solver][INFO] - Valid | Epoch 122 | 12/20 | 4.56 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.022
[2024-12-12 13:48:57,456][demucs.solver][INFO] - Valid | Epoch 122 | 13/20 | 4.62 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.019
[2024-12-12 13:48:57,640][demucs.solver][INFO] - Valid | Epoch 122 | 14/20 | 4.67 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.019
[2024-12-12 13:48:57,810][demucs.solver][INFO] - Valid | Epoch 122 | 15/20 | 4.73 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.021
[2024-12-12 13:48:58,000][demucs.solver][INFO] - Valid | Epoch 122 | 16/20 | 4.76 it/sec | Loss 0.5839 | Reco 0.5839 | Nsdr 1.021
[2024-12-12 13:48:58,182][demucs.solver][INFO] - Valid | Epoch 122 | 17/20 | 4.79 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.027
[2024-12-12 13:48:58,383][demucs.solver][INFO] - Valid | Epoch 122 | 18/20 | 4.80 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.026
[2024-12-12 13:48:58,567][demucs.solver][INFO] - Valid | Epoch 122 | 19/20 | 4.83 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.031
[2024-12-12 13:48:58,969][demucs.solver][INFO] - Valid Summary | Epoch 122 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.031 | Best=0.5505 | Bname=main
[2024-12-12 13:49:00,337][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:49:00,338][demucs.solver][INFO] - Training...
[2024-12-12 13:49:10,176][demucs.solver][INFO] - Train | Epoch 123 | 1/14 | 0.24 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0515
[2024-12-12 13:49:12,268][demucs.solver][INFO] - Train | Epoch 123 | 2/14 | 0.29 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0652
[2024-12-12 13:49:12,909][demucs.solver][INFO] - Train | Epoch 123 | 3/14 | 0.37 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0536
[2024-12-12 13:49:13,549][demucs.solver][INFO] - Train | Epoch 123 | 4/14 | 0.43 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 0.0630
[2024-12-12 13:49:14,191][demucs.solver][INFO] - Train | Epoch 123 | 5/14 | 0.49 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.0705
[2024-12-12 13:49:14,833][demucs.solver][INFO] - Train | Epoch 123 | 6/14 | 0.54 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.0628
[2024-12-12 13:49:15,478][demucs.solver][INFO] - Train | Epoch 123 | 7/14 | 0.59 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.0580
[2024-12-12 13:49:16,120][demucs.solver][INFO] - Train | Epoch 123 | 8/14 | 0.64 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.0546
[2024-12-12 13:49:16,759][demucs.solver][INFO] - Train | Epoch 123 | 9/14 | 0.68 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.0518
[2024-12-12 13:49:17,400][demucs.solver][INFO] - Train | Epoch 123 | 10/14 | 0.71 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.0503
[2024-12-12 13:49:18,042][demucs.solver][INFO] - Train | Epoch 123 | 11/14 | 0.75 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0503
[2024-12-12 13:49:18,675][demucs.solver][INFO] - Train | Epoch 123 | 12/14 | 0.78 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.0548
[2024-12-12 13:49:19,305][demucs.solver][INFO] - Train | Epoch 123 | 13/14 | 0.81 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0529
[2024-12-12 13:49:19,678][demucs.solver][INFO] - Train Summary | Epoch 123 | Loss=0.2455 | Reco=0.2455 | Grad=0.0529
[2024-12-12 13:49:19,679][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:49:19,679][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:49:21,755][demucs.solver][INFO] - Valid | Epoch 123 | 1/20 | 3.32 it/sec | Loss 0.5858 | Reco 0.5858 | Nsdr 1.056
[2024-12-12 13:49:22,024][demucs.solver][INFO] - Valid | Epoch 123 | 2/20 | 3.44 it/sec | Loss 0.4539 | Reco 0.4539 | Nsdr 1.095
[2024-12-12 13:49:22,310][demucs.solver][INFO] - Valid | Epoch 123 | 3/20 | 3.45 it/sec | Loss 0.5008 | Reco 0.5008 | Nsdr 1.104
[2024-12-12 13:49:22,501][demucs.solver][INFO] - Valid | Epoch 123 | 4/20 | 3.71 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.105
[2024-12-12 13:49:22,708][demucs.solver][INFO] - Valid | Epoch 123 | 5/20 | 3.86 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.092
[2024-12-12 13:49:23,033][demucs.solver][INFO] - Valid | Epoch 123 | 6/20 | 3.72 it/sec | Loss 0.5259 | Reco 0.5259 | Nsdr 1.083
[2024-12-12 13:49:23,221][demucs.solver][INFO] - Valid | Epoch 123 | 7/20 | 3.87 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.086
[2024-12-12 13:49:23,451][demucs.solver][INFO] - Valid | Epoch 123 | 8/20 | 3.92 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.083
[2024-12-12 13:49:23,708][demucs.solver][INFO] - Valid | Epoch 123 | 9/20 | 3.91 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.084
[2024-12-12 13:49:23,954][demucs.solver][INFO] - Valid | Epoch 123 | 10/20 | 3.93 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.068
[2024-12-12 13:49:24,139][demucs.solver][INFO] - Valid | Epoch 123 | 11/20 | 4.02 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.059
[2024-12-12 13:49:24,339][demucs.solver][INFO] - Valid | Epoch 123 | 12/20 | 4.08 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.039
[2024-12-12 13:49:24,549][demucs.solver][INFO] - Valid | Epoch 123 | 13/20 | 4.12 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.035
[2024-12-12 13:49:24,734][demucs.solver][INFO] - Valid | Epoch 123 | 14/20 | 4.19 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.034
[2024-12-12 13:49:24,934][demucs.solver][INFO] - Valid | Epoch 123 | 15/20 | 4.23 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.036
[2024-12-12 13:49:25,087][demucs.solver][INFO] - Valid | Epoch 123 | 16/20 | 4.32 it/sec | Loss 0.5828 | Reco 0.5828 | Nsdr 1.037
[2024-12-12 13:49:25,288][demucs.solver][INFO] - Valid | Epoch 123 | 17/20 | 4.35 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.043
[2024-12-12 13:49:25,488][demucs.solver][INFO] - Valid | Epoch 123 | 18/20 | 4.38 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.042
[2024-12-12 13:49:25,644][demucs.solver][INFO] - Valid | Epoch 123 | 19/20 | 4.45 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.047
[2024-12-12 13:49:26,152][demucs.solver][INFO] - Valid Summary | Epoch 123 | Loss=0.5526 | Reco=0.5526 | Nsdr=1.047 | Best=0.5505 | Bname=main
[2024-12-12 13:49:27,529][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:49:27,530][demucs.solver][INFO] - Training...
[2024-12-12 13:49:37,542][demucs.solver][INFO] - Train | Epoch 124 | 1/14 | 0.24 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0683
[2024-12-12 13:49:38,198][demucs.solver][INFO] - Train | Epoch 124 | 2/14 | 0.33 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0630
[2024-12-12 13:49:38,836][demucs.solver][INFO] - Train | Epoch 124 | 3/14 | 0.41 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0516
[2024-12-12 13:49:39,473][demucs.solver][INFO] - Train | Epoch 124 | 4/14 | 0.48 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.0488
[2024-12-12 13:49:40,120][demucs.solver][INFO] - Train | Epoch 124 | 5/14 | 0.55 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0544
[2024-12-12 13:49:40,755][demucs.solver][INFO] - Train | Epoch 124 | 6/14 | 0.60 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.0567
[2024-12-12 13:49:41,389][demucs.solver][INFO] - Train | Epoch 124 | 7/14 | 0.65 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0559
[2024-12-12 13:49:42,021][demucs.solver][INFO] - Train | Epoch 124 | 8/14 | 0.70 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0515
[2024-12-12 13:49:42,665][demucs.solver][INFO] - Train | Epoch 124 | 9/14 | 0.74 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0529
[2024-12-12 13:49:43,303][demucs.solver][INFO] - Train | Epoch 124 | 10/14 | 0.78 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0493
[2024-12-12 13:49:43,942][demucs.solver][INFO] - Train | Epoch 124 | 11/14 | 0.81 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0479
[2024-12-12 13:49:44,576][demucs.solver][INFO] - Train | Epoch 124 | 12/14 | 0.84 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0503
[2024-12-12 13:49:45,207][demucs.solver][INFO] - Train | Epoch 124 | 13/14 | 0.87 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0479
[2024-12-12 13:49:45,545][demucs.solver][INFO] - Train Summary | Epoch 124 | Loss=0.2479 | Reco=0.2479 | Grad=0.0479
[2024-12-12 13:49:45,546][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:49:45,546][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:49:48,909][demucs.solver][INFO] - Valid | Epoch 124 | 1/20 | 1.09 it/sec | Loss 0.5832 | Reco 0.5832 | Nsdr 1.094
[2024-12-12 13:49:49,067][demucs.solver][INFO] - Valid | Epoch 124 | 2/20 | 1.50 it/sec | Loss 0.4517 | Reco 0.4517 | Nsdr 1.135
[2024-12-12 13:49:49,260][demucs.solver][INFO] - Valid | Epoch 124 | 3/20 | 1.83 it/sec | Loss 0.4983 | Reco 0.4983 | Nsdr 1.143
[2024-12-12 13:49:49,414][demucs.solver][INFO] - Valid | Epoch 124 | 4/20 | 2.13 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.144
[2024-12-12 13:49:49,601][demucs.solver][INFO] - Valid | Epoch 124 | 5/20 | 2.37 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.132
[2024-12-12 13:49:49,786][demucs.solver][INFO] - Valid | Epoch 124 | 6/20 | 2.58 it/sec | Loss 0.5233 | Reco 0.5233 | Nsdr 1.122
[2024-12-12 13:49:49,995][demucs.solver][INFO] - Valid | Epoch 124 | 7/20 | 2.74 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.124
[2024-12-12 13:49:50,166][demucs.solver][INFO] - Valid | Epoch 124 | 8/20 | 2.91 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.121
[2024-12-12 13:49:50,367][demucs.solver][INFO] - Valid | Epoch 124 | 9/20 | 3.03 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.122
[2024-12-12 13:49:50,537][demucs.solver][INFO] - Valid | Epoch 124 | 10/20 | 3.17 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.106
[2024-12-12 13:49:50,706][demucs.solver][INFO] - Valid | Epoch 124 | 11/20 | 3.30 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.096
[2024-12-12 13:49:50,859][demucs.solver][INFO] - Valid | Epoch 124 | 12/20 | 3.43 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.075
[2024-12-12 13:49:51,045][demucs.solver][INFO] - Valid | Epoch 124 | 13/20 | 3.52 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.071
[2024-12-12 13:49:51,230][demucs.solver][INFO] - Valid | Epoch 124 | 14/20 | 3.61 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.071
[2024-12-12 13:49:51,413][demucs.solver][INFO] - Valid | Epoch 124 | 15/20 | 3.68 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.073
[2024-12-12 13:49:51,566][demucs.solver][INFO] - Valid | Epoch 124 | 16/20 | 3.78 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.073
[2024-12-12 13:49:51,764][demucs.solver][INFO] - Valid | Epoch 124 | 17/20 | 3.83 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.080
[2024-12-12 13:49:51,948][demucs.solver][INFO] - Valid | Epoch 124 | 18/20 | 3.89 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.079
[2024-12-12 13:49:52,120][demucs.solver][INFO] - Valid | Epoch 124 | 19/20 | 3.96 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.084
[2024-12-12 13:49:52,492][demucs.solver][INFO] - Valid Summary | Epoch 124 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.084 | Best=0.5500 | Bname=main
[2024-12-12 13:49:52,493][demucs.solver][INFO] - New best valid loss 0.5500
[2024-12-12 13:49:54,393][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:49:54,394][demucs.solver][INFO] - Training...
[2024-12-12 13:50:02,816][demucs.solver][INFO] - Train | Epoch 125 | 1/14 | 0.29 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0562
[2024-12-12 13:50:03,465][demucs.solver][INFO] - Train | Epoch 125 | 2/14 | 0.40 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0736
[2024-12-12 13:50:04,107][demucs.solver][INFO] - Train | Epoch 125 | 3/14 | 0.49 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0593
[2024-12-12 13:50:04,744][demucs.solver][INFO] - Train | Epoch 125 | 4/14 | 0.57 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0590
[2024-12-12 13:50:05,387][demucs.solver][INFO] - Train | Epoch 125 | 5/14 | 0.63 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0584
[2024-12-12 13:50:06,024][demucs.solver][INFO] - Train | Epoch 125 | 6/14 | 0.69 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0573
[2024-12-12 13:50:06,656][demucs.solver][INFO] - Train | Epoch 125 | 7/14 | 0.75 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0542
[2024-12-12 13:50:07,289][demucs.solver][INFO] - Train | Epoch 125 | 8/14 | 0.79 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0514
[2024-12-12 13:50:07,919][demucs.solver][INFO] - Train | Epoch 125 | 9/14 | 0.83 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0523
[2024-12-12 13:50:08,545][demucs.solver][INFO] - Train | Epoch 125 | 10/14 | 0.87 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0504
[2024-12-12 13:50:09,172][demucs.solver][INFO] - Train | Epoch 125 | 11/14 | 0.91 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0488
[2024-12-12 13:50:09,799][demucs.solver][INFO] - Train | Epoch 125 | 12/14 | 0.94 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0489
[2024-12-12 13:50:10,427][demucs.solver][INFO] - Train | Epoch 125 | 13/14 | 0.97 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0505
[2024-12-12 13:50:10,739][demucs.solver][INFO] - Train Summary | Epoch 125 | Loss=0.2490 | Reco=0.2490 | Grad=0.0505
[2024-12-12 13:50:10,740][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:50:10,740][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:50:12,913][demucs.solver][INFO] - Valid | Epoch 125 | 1/20 | 3.30 it/sec | Loss 0.5836 | Reco 0.5836 | Nsdr 1.089
[2024-12-12 13:50:13,069][demucs.solver][INFO] - Valid | Epoch 125 | 2/20 | 3.94 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.134
[2024-12-12 13:50:13,241][demucs.solver][INFO] - Valid | Epoch 125 | 3/20 | 4.28 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.142
[2024-12-12 13:50:13,425][demucs.solver][INFO] - Valid | Epoch 125 | 4/20 | 4.47 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.141
[2024-12-12 13:50:13,611][demucs.solver][INFO] - Valid | Epoch 125 | 5/20 | 4.60 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.128
[2024-12-12 13:50:13,816][demucs.solver][INFO] - Valid | Epoch 125 | 6/20 | 4.64 it/sec | Loss 0.5237 | Reco 0.5237 | Nsdr 1.118
[2024-12-12 13:50:13,971][demucs.solver][INFO] - Valid | Epoch 125 | 7/20 | 4.81 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.120
[2024-12-12 13:50:14,149][demucs.solver][INFO] - Valid | Epoch 125 | 8/20 | 4.89 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.116
[2024-12-12 13:50:14,324][demucs.solver][INFO] - Valid | Epoch 125 | 9/20 | 4.96 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.118
[2024-12-12 13:50:14,516][demucs.solver][INFO] - Valid | Epoch 125 | 10/20 | 4.98 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.102
[2024-12-12 13:50:14,705][demucs.solver][INFO] - Valid | Epoch 125 | 11/20 | 5.00 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.092
[2024-12-12 13:50:14,892][demucs.solver][INFO] - Valid | Epoch 125 | 12/20 | 5.03 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.071
[2024-12-12 13:50:15,060][demucs.solver][INFO] - Valid | Epoch 125 | 13/20 | 5.09 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.067
[2024-12-12 13:50:15,212][demucs.solver][INFO] - Valid | Epoch 125 | 14/20 | 5.16 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.066
[2024-12-12 13:50:15,395][demucs.solver][INFO] - Valid | Epoch 125 | 15/20 | 5.18 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.068
[2024-12-12 13:50:15,579][demucs.solver][INFO] - Valid | Epoch 125 | 16/20 | 5.20 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.069
[2024-12-12 13:50:15,781][demucs.solver][INFO] - Valid | Epoch 125 | 17/20 | 5.18 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.075
[2024-12-12 13:50:15,934][demucs.solver][INFO] - Valid | Epoch 125 | 18/20 | 5.24 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.075
[2024-12-12 13:50:16,106][demucs.solver][INFO] - Valid | Epoch 125 | 19/20 | 5.26 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.080
[2024-12-12 13:50:16,428][demucs.solver][INFO] - Valid Summary | Epoch 125 | Loss=0.5504 | Reco=0.5504 | Nsdr=1.080 | Best=0.5500 | Bname=main
[2024-12-12 13:50:17,850][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:50:17,851][demucs.solver][INFO] - Training...
[2024-12-12 13:50:21,752][demucs.solver][INFO] - Train | Epoch 126 | 1/14 | 0.84 it/sec | Loss 0.2645 | Reco 0.2645 | Grad 0.0226
[2024-12-12 13:50:26,827][demucs.solver][INFO] - Train | Epoch 126 | 2/14 | 0.40 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.0293
[2024-12-12 13:50:27,472][demucs.solver][INFO] - Train | Epoch 126 | 3/14 | 0.49 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.0437
[2024-12-12 13:50:28,112][demucs.solver][INFO] - Train | Epoch 126 | 4/14 | 0.57 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0681
[2024-12-12 13:50:28,751][demucs.solver][INFO] - Train | Epoch 126 | 5/14 | 0.64 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 0.0643
[2024-12-12 13:50:29,392][demucs.solver][INFO] - Train | Epoch 126 | 6/14 | 0.70 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.0582
[2024-12-12 13:50:30,036][demucs.solver][INFO] - Train | Epoch 126 | 7/14 | 0.75 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.0547
[2024-12-12 13:50:35,024][demucs.solver][INFO] - Train | Epoch 126 | 8/14 | 0.57 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0559
[2024-12-12 13:50:35,652][demucs.solver][INFO] - Train | Epoch 126 | 9/14 | 0.61 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0584
[2024-12-12 13:50:36,278][demucs.solver][INFO] - Train | Epoch 126 | 10/14 | 0.65 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0626
[2024-12-12 13:50:36,905][demucs.solver][INFO] - Train | Epoch 126 | 11/14 | 0.68 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0617
[2024-12-12 13:50:37,532][demucs.solver][INFO] - Train | Epoch 126 | 12/14 | 0.72 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0624
[2024-12-12 13:50:38,159][demucs.solver][INFO] - Train | Epoch 126 | 13/14 | 0.75 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.0593
[2024-12-12 13:50:38,495][demucs.solver][INFO] - Train Summary | Epoch 126 | Loss=0.2555 | Reco=0.2555 | Grad=0.0593
[2024-12-12 13:50:38,496][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:50:38,496][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:50:41,947][demucs.solver][INFO] - Valid | Epoch 126 | 1/20 | 1.07 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.100
[2024-12-12 13:50:42,323][demucs.solver][INFO] - Valid | Epoch 126 | 2/20 | 1.33 it/sec | Loss 0.4515 | Reco 0.4515 | Nsdr 1.144
[2024-12-12 13:50:43,119][demucs.solver][INFO] - Valid | Epoch 126 | 3/20 | 1.31 it/sec | Loss 0.4982 | Reco 0.4982 | Nsdr 1.152
[2024-12-12 13:50:43,919][demucs.solver][INFO] - Valid | Epoch 126 | 4/20 | 1.30 it/sec | Loss 0.5169 | Reco 0.5169 | Nsdr 1.152
[2024-12-12 13:50:44,685][demucs.solver][INFO] - Valid | Epoch 126 | 5/20 | 1.30 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.139
[2024-12-12 13:50:45,513][demucs.solver][INFO] - Valid | Epoch 126 | 6/20 | 1.29 it/sec | Loss 0.5229 | Reco 0.5229 | Nsdr 1.129
[2024-12-12 13:50:46,301][demucs.solver][INFO] - Valid | Epoch 126 | 7/20 | 1.28 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.132
[2024-12-12 13:50:46,814][demucs.solver][INFO] - Valid | Epoch 126 | 8/20 | 1.33 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.128
[2024-12-12 13:50:47,156][demucs.solver][INFO] - Valid | Epoch 126 | 9/20 | 1.41 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.130
[2024-12-12 13:50:47,353][demucs.solver][INFO] - Valid | Epoch 126 | 10/20 | 1.51 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.114
[2024-12-12 13:50:47,541][demucs.solver][INFO] - Valid | Epoch 126 | 11/20 | 1.61 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.103
[2024-12-12 13:50:47,731][demucs.solver][INFO] - Valid | Epoch 126 | 12/20 | 1.70 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.082
[2024-12-12 13:50:47,885][demucs.solver][INFO] - Valid | Epoch 126 | 13/20 | 1.79 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.078
[2024-12-12 13:50:48,083][demucs.solver][INFO] - Valid | Epoch 126 | 14/20 | 1.87 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.078
[2024-12-12 13:50:48,284][demucs.solver][INFO] - Valid | Epoch 126 | 15/20 | 1.95 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.080
[2024-12-12 13:50:48,455][demucs.solver][INFO] - Valid | Epoch 126 | 16/20 | 2.03 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.080
[2024-12-12 13:50:48,639][demucs.solver][INFO] - Valid | Epoch 126 | 17/20 | 2.10 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.087
[2024-12-12 13:50:48,824][demucs.solver][INFO] - Valid | Epoch 126 | 18/20 | 2.17 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.086
[2024-12-12 13:50:49,025][demucs.solver][INFO] - Valid | Epoch 126 | 19/20 | 2.23 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.092
[2024-12-12 13:50:49,400][demucs.solver][INFO] - Valid Summary | Epoch 126 | Loss=0.5496 | Reco=0.5496 | Nsdr=1.092 | Best=0.5496 | Bname=main
[2024-12-12 13:50:49,401][demucs.solver][INFO] - New best valid loss 0.5496
[2024-12-12 13:50:51,251][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:50:51,251][demucs.solver][INFO] - Training...
[2024-12-12 13:50:58,378][demucs.solver][INFO] - Train | Epoch 127 | 1/14 | 0.35 it/sec | Loss 0.2692 | Reco 0.2692 | Grad 0.0354
[2024-12-12 13:50:59,047][demucs.solver][INFO] - Train | Epoch 127 | 2/14 | 0.47 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0573
[2024-12-12 13:50:59,701][demucs.solver][INFO] - Train | Epoch 127 | 3/14 | 0.57 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.0665
[2024-12-12 13:51:00,342][demucs.solver][INFO] - Train | Epoch 127 | 4/14 | 0.66 it/sec | Loss 0.2652 | Reco 0.2652 | Grad 0.0700
[2024-12-12 13:51:00,991][demucs.solver][INFO] - Train | Epoch 127 | 5/14 | 0.73 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.0653
[2024-12-12 13:51:01,644][demucs.solver][INFO] - Train | Epoch 127 | 6/14 | 0.78 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0681
[2024-12-12 13:51:02,286][demucs.solver][INFO] - Train | Epoch 127 | 7/14 | 0.84 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0700
[2024-12-12 13:51:03,375][demucs.solver][INFO] - Train | Epoch 127 | 8/14 | 0.84 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0683
[2024-12-12 13:51:04,003][demucs.solver][INFO] - Train | Epoch 127 | 9/14 | 0.89 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0652
[2024-12-12 13:51:04,629][demucs.solver][INFO] - Train | Epoch 127 | 10/14 | 0.92 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.0639
[2024-12-12 13:51:05,254][demucs.solver][INFO] - Train | Epoch 127 | 11/14 | 0.96 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0741
[2024-12-12 13:51:05,880][demucs.solver][INFO] - Train | Epoch 127 | 12/14 | 0.99 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0746
[2024-12-12 13:51:06,507][demucs.solver][INFO] - Train | Epoch 127 | 13/14 | 1.02 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0712
[2024-12-12 13:51:06,818][demucs.solver][INFO] - Train Summary | Epoch 127 | Loss=0.2490 | Reco=0.2490 | Grad=0.0712
[2024-12-12 13:51:06,819][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:51:06,819][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:51:09,324][demucs.solver][INFO] - Valid | Epoch 127 | 1/20 | 2.01 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.119
[2024-12-12 13:51:09,821][demucs.solver][INFO] - Valid | Epoch 127 | 2/20 | 2.01 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.164
[2024-12-12 13:51:10,569][demucs.solver][INFO] - Valid | Epoch 127 | 3/20 | 1.78 it/sec | Loss 0.4970 | Reco 0.4970 | Nsdr 1.173
[2024-12-12 13:51:11,331][demucs.solver][INFO] - Valid | Epoch 127 | 4/20 | 1.66 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.172
[2024-12-12 13:51:12,154][demucs.solver][INFO] - Valid | Epoch 127 | 5/20 | 1.57 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.157
[2024-12-12 13:51:12,991][demucs.solver][INFO] - Valid | Epoch 127 | 6/20 | 1.50 it/sec | Loss 0.5218 | Reco 0.5218 | Nsdr 1.147
[2024-12-12 13:51:13,731][demucs.solver][INFO] - Valid | Epoch 127 | 7/20 | 1.48 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.150
[2024-12-12 13:51:13,941][demucs.solver][INFO] - Valid | Epoch 127 | 8/20 | 1.60 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.145
[2024-12-12 13:51:14,365][demucs.solver][INFO] - Valid | Epoch 127 | 9/20 | 1.66 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.146
[2024-12-12 13:51:14,691][demucs.solver][INFO] - Valid | Epoch 127 | 10/20 | 1.73 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.130
[2024-12-12 13:51:15,049][demucs.solver][INFO] - Valid | Epoch 127 | 11/20 | 1.79 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.119
[2024-12-12 13:51:15,339][demucs.solver][INFO] - Valid | Epoch 127 | 12/20 | 1.85 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.098
[2024-12-12 13:51:15,565][demucs.solver][INFO] - Valid | Epoch 127 | 13/20 | 1.93 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.094
[2024-12-12 13:51:15,850][demucs.solver][INFO] - Valid | Epoch 127 | 14/20 | 1.99 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.093
[2024-12-12 13:51:16,110][demucs.solver][INFO] - Valid | Epoch 127 | 15/20 | 2.06 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.095
[2024-12-12 13:51:16,347][demucs.solver][INFO] - Valid | Epoch 127 | 16/20 | 2.12 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.096
[2024-12-12 13:51:16,531][demucs.solver][INFO] - Valid | Epoch 127 | 17/20 | 2.19 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.103
[2024-12-12 13:51:16,703][demucs.solver][INFO] - Valid | Epoch 127 | 18/20 | 2.27 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.103
[2024-12-12 13:51:16,904][demucs.solver][INFO] - Valid | Epoch 127 | 19/20 | 2.33 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.108
[2024-12-12 13:51:17,421][demucs.solver][INFO] - Valid Summary | Epoch 127 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.108 | Best=0.5486 | Bname=main
[2024-12-12 13:51:17,421][demucs.solver][INFO] - New best valid loss 0.5486
[2024-12-12 13:51:19,268][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:51:19,269][demucs.solver][INFO] - Training...
[2024-12-12 13:51:29,555][demucs.solver][INFO] - Train | Epoch 128 | 1/14 | 0.23 it/sec | Loss 0.2284 | Reco 0.2284 | Grad 0.1153
[2024-12-12 13:51:30,197][demucs.solver][INFO] - Train | Epoch 128 | 2/14 | 0.32 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 0.0945
[2024-12-12 13:51:30,924][demucs.solver][INFO] - Train | Epoch 128 | 3/14 | 0.39 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0881
[2024-12-12 13:51:31,560][demucs.solver][INFO] - Train | Epoch 128 | 4/14 | 0.46 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.0740
[2024-12-12 13:51:32,198][demucs.solver][INFO] - Train | Epoch 128 | 5/14 | 0.53 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.0648
[2024-12-12 13:51:32,836][demucs.solver][INFO] - Train | Epoch 128 | 6/14 | 0.58 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.0632
[2024-12-12 13:51:33,471][demucs.solver][INFO] - Train | Epoch 128 | 7/14 | 0.63 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0638
[2024-12-12 13:51:34,099][demucs.solver][INFO] - Train | Epoch 128 | 8/14 | 0.68 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0663
[2024-12-12 13:51:34,730][demucs.solver][INFO] - Train | Epoch 128 | 9/14 | 0.72 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0632
[2024-12-12 13:51:35,360][demucs.solver][INFO] - Train | Epoch 128 | 10/14 | 0.75 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.0601
[2024-12-12 13:51:35,989][demucs.solver][INFO] - Train | Epoch 128 | 11/14 | 0.79 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0680
[2024-12-12 13:51:36,616][demucs.solver][INFO] - Train | Epoch 128 | 12/14 | 0.82 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0649
[2024-12-12 13:51:37,245][demucs.solver][INFO] - Train | Epoch 128 | 13/14 | 0.85 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.0649
[2024-12-12 13:51:37,608][demucs.solver][INFO] - Train Summary | Epoch 128 | Loss=0.2446 | Reco=0.2446 | Grad=0.0649
[2024-12-12 13:51:37,609][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:51:37,609][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:51:39,747][demucs.solver][INFO] - Valid | Epoch 128 | 1/20 | 3.14 it/sec | Loss 0.5820 | Reco 0.5820 | Nsdr 1.113
[2024-12-12 13:51:39,940][demucs.solver][INFO] - Valid | Epoch 128 | 2/20 | 3.61 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.159
[2024-12-12 13:51:40,127][demucs.solver][INFO] - Valid | Epoch 128 | 3/20 | 3.93 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.167
[2024-12-12 13:51:40,331][demucs.solver][INFO] - Valid | Epoch 128 | 4/20 | 4.09 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.167
[2024-12-12 13:51:40,519][demucs.solver][INFO] - Valid | Epoch 128 | 5/20 | 4.26 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.153
[2024-12-12 13:51:40,728][demucs.solver][INFO] - Valid | Epoch 128 | 6/20 | 4.33 it/sec | Loss 0.5221 | Reco 0.5221 | Nsdr 1.143
[2024-12-12 13:51:40,913][demucs.solver][INFO] - Valid | Epoch 128 | 7/20 | 4.43 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.145
[2024-12-12 13:51:41,113][demucs.solver][INFO] - Valid | Epoch 128 | 8/20 | 4.49 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.141
[2024-12-12 13:51:41,303][demucs.solver][INFO] - Valid | Epoch 128 | 9/20 | 4.56 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.142
[2024-12-12 13:51:41,489][demucs.solver][INFO] - Valid | Epoch 128 | 10/20 | 4.62 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.126
[2024-12-12 13:51:41,691][demucs.solver][INFO] - Valid | Epoch 128 | 11/20 | 4.65 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.115
[2024-12-12 13:51:41,877][demucs.solver][INFO] - Valid | Epoch 128 | 12/20 | 4.70 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.094
[2024-12-12 13:51:42,061][demucs.solver][INFO] - Valid | Epoch 128 | 13/20 | 4.74 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.090
[2024-12-12 13:51:42,250][demucs.solver][INFO] - Valid | Epoch 128 | 14/20 | 4.78 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.090
[2024-12-12 13:51:42,433][demucs.solver][INFO] - Valid | Epoch 128 | 15/20 | 4.81 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.092
[2024-12-12 13:51:42,625][demucs.solver][INFO] - Valid | Epoch 128 | 16/20 | 4.84 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.092
[2024-12-12 13:51:42,830][demucs.solver][INFO] - Valid | Epoch 128 | 17/20 | 4.84 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.099
[2024-12-12 13:51:43,031][demucs.solver][INFO] - Valid | Epoch 128 | 18/20 | 4.84 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.099
[2024-12-12 13:51:43,230][demucs.solver][INFO] - Valid | Epoch 128 | 19/20 | 4.85 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.104
[2024-12-12 13:51:43,600][demucs.solver][INFO] - Valid Summary | Epoch 128 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.104 | Best=0.5486 | Bname=main
[2024-12-12 13:51:44,994][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:51:44,995][demucs.solver][INFO] - Training...
[2024-12-12 13:51:56,151][demucs.solver][INFO] - Train | Epoch 129 | 1/14 | 0.21 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.0539
[2024-12-12 13:51:57,363][demucs.solver][INFO] - Train | Epoch 129 | 2/14 | 0.28 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0569
[2024-12-12 13:51:58,512][demucs.solver][INFO] - Train | Epoch 129 | 3/14 | 0.34 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 0.0494
[2024-12-12 13:51:59,657][demucs.solver][INFO] - Train | Epoch 129 | 4/14 | 0.38 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 0.0537
[2024-12-12 13:52:00,639][demucs.solver][INFO] - Train | Epoch 129 | 5/14 | 0.43 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0549
[2024-12-12 13:52:01,303][demucs.solver][INFO] - Train | Epoch 129 | 6/14 | 0.48 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.0496
[2024-12-12 13:52:01,945][demucs.solver][INFO] - Train | Epoch 129 | 7/14 | 0.52 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0563
[2024-12-12 13:52:02,612][demucs.solver][INFO] - Train | Epoch 129 | 8/14 | 0.56 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0567
[2024-12-12 13:52:03,253][demucs.solver][INFO] - Train | Epoch 129 | 9/14 | 0.60 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0522
[2024-12-12 13:52:03,932][demucs.solver][INFO] - Train | Epoch 129 | 10/14 | 0.63 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0515
[2024-12-12 13:52:04,622][demucs.solver][INFO] - Train | Epoch 129 | 11/14 | 0.67 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0524
[2024-12-12 13:52:05,259][demucs.solver][INFO] - Train | Epoch 129 | 12/14 | 0.70 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0519
[2024-12-12 13:52:05,890][demucs.solver][INFO] - Train | Epoch 129 | 13/14 | 0.73 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0501
[2024-12-12 13:52:06,209][demucs.solver][INFO] - Train Summary | Epoch 129 | Loss=0.2512 | Reco=0.2512 | Grad=0.0501
[2024-12-12 13:52:06,209][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:52:06,210][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:52:08,479][demucs.solver][INFO] - Valid | Epoch 129 | 1/20 | 2.66 it/sec | Loss 0.5835 | Reco 0.5835 | Nsdr 1.087
[2024-12-12 13:52:08,702][demucs.solver][INFO] - Valid | Epoch 129 | 2/20 | 3.07 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.124
[2024-12-12 13:52:08,880][demucs.solver][INFO] - Valid | Epoch 129 | 3/20 | 3.47 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.132
[2024-12-12 13:52:09,099][demucs.solver][INFO] - Valid | Epoch 129 | 4/20 | 3.64 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.134
[2024-12-12 13:52:09,339][demucs.solver][INFO] - Valid | Epoch 129 | 5/20 | 3.72 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.123
[2024-12-12 13:52:09,576][demucs.solver][INFO] - Valid | Epoch 129 | 6/20 | 3.78 it/sec | Loss 0.5236 | Reco 0.5236 | Nsdr 1.114
[2024-12-12 13:52:09,758][demucs.solver][INFO] - Valid | Epoch 129 | 7/20 | 3.94 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.117
[2024-12-12 13:52:09,999][demucs.solver][INFO] - Valid | Epoch 129 | 8/20 | 3.96 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.114
[2024-12-12 13:52:10,215][demucs.solver][INFO] - Valid | Epoch 129 | 9/20 | 4.02 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.115
[2024-12-12 13:52:10,429][demucs.solver][INFO] - Valid | Epoch 129 | 10/20 | 4.07 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.100
[2024-12-12 13:52:10,712][demucs.solver][INFO] - Valid | Epoch 129 | 11/20 | 4.02 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.090
[2024-12-12 13:52:10,904][demucs.solver][INFO] - Valid | Epoch 129 | 12/20 | 4.09 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.069
[2024-12-12 13:52:11,197][demucs.solver][INFO] - Valid | Epoch 129 | 13/20 | 4.03 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.066
[2024-12-12 13:52:11,482][demucs.solver][INFO] - Valid | Epoch 129 | 14/20 | 3.99 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.066
[2024-12-12 13:52:11,995][demucs.solver][INFO] - Valid | Epoch 129 | 15/20 | 3.75 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.068
[2024-12-12 13:52:12,266][demucs.solver][INFO] - Valid | Epoch 129 | 16/20 | 3.74 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.069
[2024-12-12 13:52:12,451][demucs.solver][INFO] - Valid | Epoch 129 | 17/20 | 3.81 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.074
[2024-12-12 13:52:12,637][demucs.solver][INFO] - Valid | Epoch 129 | 18/20 | 3.87 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.073
[2024-12-12 13:52:12,826][demucs.solver][INFO] - Valid | Epoch 129 | 19/20 | 3.92 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.078
[2024-12-12 13:52:13,296][demucs.solver][INFO] - Valid Summary | Epoch 129 | Loss=0.5503 | Reco=0.5503 | Nsdr=1.078 | Best=0.5486 | Bname=main
[2024-12-12 13:52:14,684][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:52:14,685][demucs.solver][INFO] - Training...
[2024-12-12 13:52:23,687][demucs.solver][INFO] - Train | Epoch 130 | 1/14 | 0.28 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0436
[2024-12-12 13:52:24,491][demucs.solver][INFO] - Train | Epoch 130 | 2/14 | 0.37 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0425
[2024-12-12 13:52:25,670][demucs.solver][INFO] - Train | Epoch 130 | 3/14 | 0.43 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 0.0386
[2024-12-12 13:52:26,309][demucs.solver][INFO] - Train | Epoch 130 | 4/14 | 0.51 it/sec | Loss 0.2336 | Reco 0.2336 | Grad 0.0386
[2024-12-12 13:52:26,949][demucs.solver][INFO] - Train | Epoch 130 | 5/14 | 0.57 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.0398
[2024-12-12 13:52:27,584][demucs.solver][INFO] - Train | Epoch 130 | 6/14 | 0.63 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 0.0418
[2024-12-12 13:52:28,210][demucs.solver][INFO] - Train | Epoch 130 | 7/14 | 0.68 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0390
[2024-12-12 13:52:28,838][demucs.solver][INFO] - Train | Epoch 130 | 8/14 | 0.73 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0383
[2024-12-12 13:52:29,470][demucs.solver][INFO] - Train | Epoch 130 | 9/14 | 0.77 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0377
[2024-12-12 13:52:30,099][demucs.solver][INFO] - Train | Epoch 130 | 10/14 | 0.81 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0370
[2024-12-12 13:52:30,727][demucs.solver][INFO] - Train | Epoch 130 | 11/14 | 0.84 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0355
[2024-12-12 13:52:31,354][demucs.solver][INFO] - Train | Epoch 130 | 12/14 | 0.87 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0347
[2024-12-12 13:52:31,984][demucs.solver][INFO] - Train | Epoch 130 | 13/14 | 0.90 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0330
[2024-12-12 13:52:32,318][demucs.solver][INFO] - Train Summary | Epoch 130 | Loss=0.2512 | Reco=0.2512 | Grad=0.0330
[2024-12-12 13:52:32,319][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:52:32,319][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:52:34,777][demucs.solver][INFO] - Valid | Epoch 130 | 1/20 | 2.05 it/sec | Loss 0.5836 | Reco 0.5836 | Nsdr 1.092
[2024-12-12 13:52:35,069][demucs.solver][INFO] - Valid | Epoch 130 | 2/20 | 2.37 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 1.133
[2024-12-12 13:52:35,380][demucs.solver][INFO] - Valid | Epoch 130 | 3/20 | 2.54 it/sec | Loss 0.4990 | Reco 0.4990 | Nsdr 1.143
[2024-12-12 13:52:35,744][demucs.solver][INFO] - Valid | Epoch 130 | 4/20 | 2.58 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.143
[2024-12-12 13:52:36,095][demucs.solver][INFO] - Valid | Epoch 130 | 5/20 | 2.62 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.129
[2024-12-12 13:52:36,389][demucs.solver][INFO] - Valid | Epoch 130 | 6/20 | 2.71 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.119
[2024-12-12 13:52:36,749][demucs.solver][INFO] - Valid | Epoch 130 | 7/20 | 2.72 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.122
[2024-12-12 13:52:36,996][demucs.solver][INFO] - Valid | Epoch 130 | 8/20 | 2.82 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.118
[2024-12-12 13:52:37,305][demucs.solver][INFO] - Valid | Epoch 130 | 9/20 | 2.86 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.119
[2024-12-12 13:52:37,555][demucs.solver][INFO] - Valid | Epoch 130 | 10/20 | 2.93 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.103
[2024-12-12 13:52:37,849][demucs.solver][INFO] - Valid | Epoch 130 | 11/20 | 2.97 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.093
[2024-12-12 13:52:38,093][demucs.solver][INFO] - Valid | Epoch 130 | 12/20 | 3.03 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.072
[2024-12-12 13:52:38,686][demucs.solver][INFO] - Valid | Epoch 130 | 13/20 | 2.87 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.068
[2024-12-12 13:52:39,071][demucs.solver][INFO] - Valid | Epoch 130 | 14/20 | 2.85 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.068
[2024-12-12 13:52:39,491][demucs.solver][INFO] - Valid | Epoch 130 | 15/20 | 2.81 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.070
[2024-12-12 13:52:39,861][demucs.solver][INFO] - Valid | Epoch 130 | 16/20 | 2.81 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.070
[2024-12-12 13:52:40,227][demucs.solver][INFO] - Valid | Epoch 130 | 17/20 | 2.80 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.077
[2024-12-12 13:52:40,572][demucs.solver][INFO] - Valid | Epoch 130 | 18/20 | 2.81 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.077
[2024-12-12 13:52:40,930][demucs.solver][INFO] - Valid | Epoch 130 | 19/20 | 2.81 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.082
[2024-12-12 13:52:41,534][demucs.solver][INFO] - Valid Summary | Epoch 130 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.082 | Best=0.5486 | Bname=main
[2024-12-12 13:52:42,974][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:52:42,974][demucs.solver][INFO] - Training...
[2024-12-12 13:52:50,648][demucs.solver][INFO] - Train | Epoch 131 | 1/14 | 0.33 it/sec | Loss 0.2870 | Reco 0.2870 | Grad 0.0288
[2024-12-12 13:52:51,292][demucs.solver][INFO] - Train | Epoch 131 | 2/14 | 0.44 it/sec | Loss 0.2794 | Reco 0.2794 | Grad 0.0295
[2024-12-12 13:52:52,006][demucs.solver][INFO] - Train | Epoch 131 | 3/14 | 0.53 it/sec | Loss 0.2676 | Reco 0.2676 | Grad 0.0397
[2024-12-12 13:52:52,644][demucs.solver][INFO] - Train | Epoch 131 | 4/14 | 0.61 it/sec | Loss 0.2661 | Reco 0.2661 | Grad 0.0432
[2024-12-12 13:52:53,283][demucs.solver][INFO] - Train | Epoch 131 | 5/14 | 0.68 it/sec | Loss 0.2650 | Reco 0.2650 | Grad 0.0541
[2024-12-12 13:52:53,918][demucs.solver][INFO] - Train | Epoch 131 | 6/14 | 0.74 it/sec | Loss 0.2657 | Reco 0.2657 | Grad 0.0572
[2024-12-12 13:52:54,553][demucs.solver][INFO] - Train | Epoch 131 | 7/14 | 0.80 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 0.0558
[2024-12-12 13:52:55,189][demucs.solver][INFO] - Train | Epoch 131 | 8/14 | 0.84 it/sec | Loss 0.2616 | Reco 0.2616 | Grad 0.0587
[2024-12-12 13:52:55,828][demucs.solver][INFO] - Train | Epoch 131 | 9/14 | 0.88 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0561
[2024-12-12 13:52:56,471][demucs.solver][INFO] - Train | Epoch 131 | 10/14 | 0.92 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.0533
[2024-12-12 13:52:57,104][demucs.solver][INFO] - Train | Epoch 131 | 11/14 | 0.95 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0610
[2024-12-12 13:52:57,736][demucs.solver][INFO] - Train | Epoch 131 | 12/14 | 0.98 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0644
[2024-12-12 13:52:58,367][demucs.solver][INFO] - Train | Epoch 131 | 13/14 | 1.01 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.0629
[2024-12-12 13:52:58,703][demucs.solver][INFO] - Train Summary | Epoch 131 | Loss=0.2572 | Reco=0.2572 | Grad=0.0629
[2024-12-12 13:52:58,703][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:52:58,704][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:53:01,392][demucs.solver][INFO] - Valid | Epoch 131 | 1/20 | 1.73 it/sec | Loss 0.5859 | Reco 0.5859 | Nsdr 1.051
[2024-12-12 13:53:01,610][demucs.solver][INFO] - Valid | Epoch 131 | 2/20 | 2.18 it/sec | Loss 0.4539 | Reco 0.4539 | Nsdr 1.092
[2024-12-12 13:53:01,801][demucs.solver][INFO] - Valid | Epoch 131 | 3/20 | 2.56 it/sec | Loss 0.5009 | Reco 0.5009 | Nsdr 1.098
[2024-12-12 13:53:02,006][demucs.solver][INFO] - Valid | Epoch 131 | 4/20 | 2.83 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.097
[2024-12-12 13:53:02,179][demucs.solver][INFO] - Valid | Epoch 131 | 5/20 | 3.09 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.083
[2024-12-12 13:53:02,400][demucs.solver][INFO] - Valid | Epoch 131 | 6/20 | 3.23 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.077
[2024-12-12 13:53:02,590][demucs.solver][INFO] - Valid | Epoch 131 | 7/20 | 3.40 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.079
[2024-12-12 13:53:02,781][demucs.solver][INFO] - Valid | Epoch 131 | 8/20 | 3.54 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.075
[2024-12-12 13:53:02,954][demucs.solver][INFO] - Valid | Epoch 131 | 9/20 | 3.68 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.075
[2024-12-12 13:53:03,138][demucs.solver][INFO] - Valid | Epoch 131 | 10/20 | 3.79 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.061
[2024-12-12 13:53:03,305][demucs.solver][INFO] - Valid | Epoch 131 | 11/20 | 3.91 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.052
[2024-12-12 13:53:03,479][demucs.solver][INFO] - Valid | Epoch 131 | 12/20 | 4.01 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.034
[2024-12-12 13:53:03,663][demucs.solver][INFO] - Valid | Epoch 131 | 13/20 | 4.09 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.031
[2024-12-12 13:53:03,844][demucs.solver][INFO] - Valid | Epoch 131 | 14/20 | 4.16 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.031
[2024-12-12 13:53:04,029][demucs.solver][INFO] - Valid | Epoch 131 | 15/20 | 4.22 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.032
[2024-12-12 13:53:04,229][demucs.solver][INFO] - Valid | Epoch 131 | 16/20 | 4.26 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.033
[2024-12-12 13:53:04,433][demucs.solver][INFO] - Valid | Epoch 131 | 17/20 | 4.29 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.038
[2024-12-12 13:53:04,634][demucs.solver][INFO] - Valid | Epoch 131 | 18/20 | 4.32 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.038
[2024-12-12 13:53:04,821][demucs.solver][INFO] - Valid | Epoch 131 | 19/20 | 4.36 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.042
[2024-12-12 13:53:05,309][demucs.solver][INFO] - Valid Summary | Epoch 131 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.042 | Best=0.5486 | Bname=main
[2024-12-12 13:53:06,639][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:53:06,640][demucs.solver][INFO] - Training...
[2024-12-12 13:53:15,745][demucs.solver][INFO] - Train | Epoch 132 | 1/14 | 0.26 it/sec | Loss 0.2247 | Reco 0.2247 | Grad 0.0193
[2024-12-12 13:53:16,388][demucs.solver][INFO] - Train | Epoch 132 | 2/14 | 0.37 it/sec | Loss 0.2348 | Reco 0.2348 | Grad 0.0272
[2024-12-12 13:53:17,030][demucs.solver][INFO] - Train | Epoch 132 | 3/14 | 0.45 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.0393
[2024-12-12 13:53:17,665][demucs.solver][INFO] - Train | Epoch 132 | 4/14 | 0.53 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0384
[2024-12-12 13:53:18,301][demucs.solver][INFO] - Train | Epoch 132 | 5/14 | 0.59 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.0397
[2024-12-12 13:53:18,944][demucs.solver][INFO] - Train | Epoch 132 | 6/14 | 0.65 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0439
[2024-12-12 13:53:19,583][demucs.solver][INFO] - Train | Epoch 132 | 7/14 | 0.70 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0463
[2024-12-12 13:53:20,221][demucs.solver][INFO] - Train | Epoch 132 | 8/14 | 0.75 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0485
[2024-12-12 13:53:20,851][demucs.solver][INFO] - Train | Epoch 132 | 9/14 | 0.79 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.0468
[2024-12-12 13:53:21,484][demucs.solver][INFO] - Train | Epoch 132 | 10/14 | 0.83 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0510
[2024-12-12 13:53:22,122][demucs.solver][INFO] - Train | Epoch 132 | 11/14 | 0.86 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0490
[2024-12-12 13:53:22,760][demucs.solver][INFO] - Train | Epoch 132 | 12/14 | 0.89 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0488
[2024-12-12 13:53:23,397][demucs.solver][INFO] - Train | Epoch 132 | 13/14 | 0.92 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0464
[2024-12-12 13:53:23,712][demucs.solver][INFO] - Train Summary | Epoch 132 | Loss=0.2482 | Reco=0.2482 | Grad=0.0464
[2024-12-12 13:53:23,712][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:53:23,712][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:53:25,851][demucs.solver][INFO] - Valid | Epoch 132 | 1/20 | 2.86 it/sec | Loss 0.5849 | Reco 0.5849 | Nsdr 1.075
[2024-12-12 13:53:26,042][demucs.solver][INFO] - Valid | Epoch 132 | 2/20 | 3.37 it/sec | Loss 0.4530 | Reco 0.4530 | Nsdr 1.117
[2024-12-12 13:53:26,213][demucs.solver][INFO] - Valid | Epoch 132 | 3/20 | 3.77 it/sec | Loss 0.4998 | Reco 0.4998 | Nsdr 1.125
[2024-12-12 13:53:26,419][demucs.solver][INFO] - Valid | Epoch 132 | 4/20 | 3.94 it/sec | Loss 0.5188 | Reco 0.5188 | Nsdr 1.125
[2024-12-12 13:53:26,611][demucs.solver][INFO] - Valid | Epoch 132 | 5/20 | 4.11 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.111
[2024-12-12 13:53:26,801][demucs.solver][INFO] - Valid | Epoch 132 | 6/20 | 4.25 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.102
[2024-12-12 13:53:26,990][demucs.solver][INFO] - Valid | Epoch 132 | 7/20 | 4.35 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.104
[2024-12-12 13:53:27,180][demucs.solver][INFO] - Valid | Epoch 132 | 8/20 | 4.44 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.099
[2024-12-12 13:53:27,369][demucs.solver][INFO] - Valid | Epoch 132 | 9/20 | 4.51 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.100
[2024-12-12 13:53:27,544][demucs.solver][INFO] - Valid | Epoch 132 | 10/20 | 4.60 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.085
[2024-12-12 13:53:27,715][demucs.solver][INFO] - Valid | Epoch 132 | 11/20 | 4.68 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.075
[2024-12-12 13:53:27,906][demucs.solver][INFO] - Valid | Epoch 132 | 12/20 | 4.72 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.054
[2024-12-12 13:53:28,091][demucs.solver][INFO] - Valid | Epoch 132 | 13/20 | 4.76 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.051
[2024-12-12 13:53:28,277][demucs.solver][INFO] - Valid | Epoch 132 | 14/20 | 4.80 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.050
[2024-12-12 13:53:28,449][demucs.solver][INFO] - Valid | Epoch 132 | 15/20 | 4.85 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.052
[2024-12-12 13:53:28,654][demucs.solver][INFO] - Valid | Epoch 132 | 16/20 | 4.85 it/sec | Loss 0.5819 | Reco 0.5819 | Nsdr 1.053
[2024-12-12 13:53:28,809][demucs.solver][INFO] - Valid | Epoch 132 | 17/20 | 4.92 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.059
[2024-12-12 13:53:29,012][demucs.solver][INFO] - Valid | Epoch 132 | 18/20 | 4.92 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.059
[2024-12-12 13:53:29,229][demucs.solver][INFO] - Valid | Epoch 132 | 19/20 | 4.90 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.064
[2024-12-12 13:53:29,604][demucs.solver][INFO] - Valid Summary | Epoch 132 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.064 | Best=0.5486 | Bname=main
[2024-12-12 13:53:31,048][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:53:31,048][demucs.solver][INFO] - Training...
[2024-12-12 13:53:38,777][demucs.solver][INFO] - Train | Epoch 133 | 1/14 | 0.33 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0444
[2024-12-12 13:53:39,422][demucs.solver][INFO] - Train | Epoch 133 | 2/14 | 0.44 it/sec | Loss 0.2639 | Reco 0.2639 | Grad 0.0370
[2024-12-12 13:53:40,071][demucs.solver][INFO] - Train | Epoch 133 | 3/14 | 0.54 it/sec | Loss 0.2621 | Reco 0.2621 | Grad 0.0346
[2024-12-12 13:53:40,717][demucs.solver][INFO] - Train | Epoch 133 | 4/14 | 0.62 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.0342
[2024-12-12 13:53:41,363][demucs.solver][INFO] - Train | Epoch 133 | 5/14 | 0.69 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0394
[2024-12-12 13:53:42,161][demucs.solver][INFO] - Train | Epoch 133 | 6/14 | 0.74 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0452
[2024-12-12 13:53:42,800][demucs.solver][INFO] - Train | Epoch 133 | 7/14 | 0.79 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0436
[2024-12-12 13:53:43,445][demucs.solver][INFO] - Train | Epoch 133 | 8/14 | 0.83 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0479
[2024-12-12 13:53:44,087][demucs.solver][INFO] - Train | Epoch 133 | 9/14 | 0.87 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0487
[2024-12-12 13:53:44,723][demucs.solver][INFO] - Train | Epoch 133 | 10/14 | 0.91 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0474
[2024-12-12 13:53:47,932][demucs.solver][INFO] - Train | Epoch 133 | 11/14 | 0.78 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0456
[2024-12-12 13:53:48,564][demucs.solver][INFO] - Train | Epoch 133 | 12/14 | 0.82 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.0443
[2024-12-12 13:53:49,192][demucs.solver][INFO] - Train | Epoch 133 | 13/14 | 0.85 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0427
[2024-12-12 13:53:49,535][demucs.solver][INFO] - Train Summary | Epoch 133 | Loss=0.2474 | Reco=0.2474 | Grad=0.0427
[2024-12-12 13:53:49,535][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:53:49,535][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:53:52,086][demucs.solver][INFO] - Valid | Epoch 133 | 1/20 | 2.21 it/sec | Loss 0.5852 | Reco 0.5852 | Nsdr 1.067
[2024-12-12 13:53:52,354][demucs.solver][INFO] - Valid | Epoch 133 | 2/20 | 2.56 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.102
[2024-12-12 13:53:52,630][demucs.solver][INFO] - Valid | Epoch 133 | 3/20 | 2.76 it/sec | Loss 0.5004 | Reco 0.5004 | Nsdr 1.112
[2024-12-12 13:53:53,088][demucs.solver][INFO] - Valid | Epoch 133 | 4/20 | 2.62 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.113
[2024-12-12 13:53:53,474][demucs.solver][INFO] - Valid | Epoch 133 | 5/20 | 2.62 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.101
[2024-12-12 13:53:53,893][demucs.solver][INFO] - Valid | Epoch 133 | 6/20 | 2.58 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.093
[2024-12-12 13:53:54,271][demucs.solver][INFO] - Valid | Epoch 133 | 7/20 | 2.59 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.096
[2024-12-12 13:53:54,647][demucs.solver][INFO] - Valid | Epoch 133 | 8/20 | 2.60 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.092
[2024-12-12 13:53:54,997][demucs.solver][INFO] - Valid | Epoch 133 | 9/20 | 2.62 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.094
[2024-12-12 13:53:55,410][demucs.solver][INFO] - Valid | Epoch 133 | 10/20 | 2.60 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.079
[2024-12-12 13:53:55,785][demucs.solver][INFO] - Valid | Epoch 133 | 11/20 | 2.61 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.069
[2024-12-12 13:53:56,240][demucs.solver][INFO] - Valid | Epoch 133 | 12/20 | 2.57 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.049
[2024-12-12 13:53:56,686][demucs.solver][INFO] - Valid | Epoch 133 | 13/20 | 2.54 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.046
[2024-12-12 13:53:57,025][demucs.solver][INFO] - Valid | Epoch 133 | 14/20 | 2.57 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.046
[2024-12-12 13:53:57,304][demucs.solver][INFO] - Valid | Epoch 133 | 15/20 | 2.61 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.048
[2024-12-12 13:53:57,640][demucs.solver][INFO] - Valid | Epoch 133 | 16/20 | 2.63 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.049
[2024-12-12 13:53:57,818][demucs.solver][INFO] - Valid | Epoch 133 | 17/20 | 2.71 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.054
[2024-12-12 13:53:58,196][demucs.solver][INFO] - Valid | Epoch 133 | 18/20 | 2.71 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.053
[2024-12-12 13:53:58,420][demucs.solver][INFO] - Valid | Epoch 133 | 19/20 | 2.76 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.058
[2024-12-12 13:53:59,185][demucs.solver][INFO] - Valid Summary | Epoch 133 | Loss=0.5520 | Reco=0.5520 | Nsdr=1.058 | Best=0.5486 | Bname=main
[2024-12-12 13:54:00,617][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:54:00,618][demucs.solver][INFO] - Training...
[2024-12-12 13:54:11,136][demucs.solver][INFO] - Train | Epoch 134 | 1/14 | 0.22 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0424
[2024-12-12 13:54:11,772][demucs.solver][INFO] - Train | Epoch 134 | 2/14 | 0.31 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0582
[2024-12-12 13:54:12,412][demucs.solver][INFO] - Train | Epoch 134 | 3/14 | 0.39 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.0552
[2024-12-12 13:54:13,054][demucs.solver][INFO] - Train | Epoch 134 | 4/14 | 0.46 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0728
[2024-12-12 13:54:13,690][demucs.solver][INFO] - Train | Epoch 134 | 5/14 | 0.52 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0641
[2024-12-12 13:54:14,327][demucs.solver][INFO] - Train | Epoch 134 | 6/14 | 0.57 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0604
[2024-12-12 13:54:14,953][demucs.solver][INFO] - Train | Epoch 134 | 7/14 | 0.62 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0577
[2024-12-12 13:54:15,578][demucs.solver][INFO] - Train | Epoch 134 | 8/14 | 0.67 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0534
[2024-12-12 13:54:16,202][demucs.solver][INFO] - Train | Epoch 134 | 9/14 | 0.71 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0493
[2024-12-12 13:54:16,827][demucs.solver][INFO] - Train | Epoch 134 | 10/14 | 0.75 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0496
[2024-12-12 13:54:17,456][demucs.solver][INFO] - Train | Epoch 134 | 11/14 | 0.78 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0477
[2024-12-12 13:54:18,086][demucs.solver][INFO] - Train | Epoch 134 | 12/14 | 0.81 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0470
[2024-12-12 13:54:18,711][demucs.solver][INFO] - Train | Epoch 134 | 13/14 | 0.84 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0564
[2024-12-12 13:54:19,031][demucs.solver][INFO] - Train Summary | Epoch 134 | Loss=0.2455 | Reco=0.2455 | Grad=0.0564
[2024-12-12 13:54:19,032][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:54:19,032][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:54:21,249][demucs.solver][INFO] - Valid | Epoch 134 | 1/20 | 2.89 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.073
[2024-12-12 13:54:21,547][demucs.solver][INFO] - Valid | Epoch 134 | 2/20 | 3.03 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.108
[2024-12-12 13:54:21,805][demucs.solver][INFO] - Valid | Epoch 134 | 3/20 | 3.21 it/sec | Loss 0.4997 | Reco 0.4997 | Nsdr 1.117
[2024-12-12 13:54:22,046][demucs.solver][INFO] - Valid | Epoch 134 | 4/20 | 3.36 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.119
[2024-12-12 13:54:22,603][demucs.solver][INFO] - Valid | Epoch 134 | 5/20 | 2.93 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.108
[2024-12-12 13:54:22,984][demucs.solver][INFO] - Valid | Epoch 134 | 6/20 | 2.88 it/sec | Loss 0.5247 | Reco 0.5247 | Nsdr 1.101
[2024-12-12 13:54:23,354][demucs.solver][INFO] - Valid | Epoch 134 | 7/20 | 2.86 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.103
[2024-12-12 13:54:23,732][demucs.solver][INFO] - Valid | Epoch 134 | 8/20 | 2.84 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.100
[2024-12-12 13:54:24,051][demucs.solver][INFO] - Valid | Epoch 134 | 9/20 | 2.86 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.102
[2024-12-12 13:54:24,329][demucs.solver][INFO] - Valid | Epoch 134 | 10/20 | 2.92 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.087
[2024-12-12 13:54:24,773][demucs.solver][INFO] - Valid | Epoch 134 | 11/20 | 2.85 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.077
[2024-12-12 13:54:24,986][demucs.solver][INFO] - Valid | Epoch 134 | 12/20 | 2.94 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.057
[2024-12-12 13:54:25,191][demucs.solver][INFO] - Valid | Epoch 134 | 13/20 | 3.02 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.054
[2024-12-12 13:54:25,378][demucs.solver][INFO] - Valid | Epoch 134 | 14/20 | 3.11 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.054
[2024-12-12 13:54:25,552][demucs.solver][INFO] - Valid | Epoch 134 | 15/20 | 3.20 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.056
[2024-12-12 13:54:25,757][demucs.solver][INFO] - Valid | Epoch 134 | 16/20 | 3.27 it/sec | Loss 0.5814 | Reco 0.5814 | Nsdr 1.057
[2024-12-12 13:54:25,944][demucs.solver][INFO] - Valid | Epoch 134 | 17/20 | 3.34 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.062
[2024-12-12 13:54:26,147][demucs.solver][INFO] - Valid | Epoch 134 | 18/20 | 3.40 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.061
[2024-12-12 13:54:26,309][demucs.solver][INFO] - Valid | Epoch 134 | 19/20 | 3.48 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.066
[2024-12-12 13:54:26,672][demucs.solver][INFO] - Valid Summary | Epoch 134 | Loss=0.5513 | Reco=0.5513 | Nsdr=1.066 | Best=0.5486 | Bname=main
[2024-12-12 13:54:27,990][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:54:27,990][demucs.solver][INFO] - Training...
[2024-12-12 13:54:35,072][demucs.solver][INFO] - Train | Epoch 135 | 1/14 | 0.36 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 0.0930
[2024-12-12 13:54:35,738][demucs.solver][INFO] - Train | Epoch 135 | 2/14 | 0.48 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.1002
[2024-12-12 13:54:36,384][demucs.solver][INFO] - Train | Epoch 135 | 3/14 | 0.58 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 0.0964
[2024-12-12 13:54:37,565][demucs.solver][INFO] - Train | Epoch 135 | 4/14 | 0.62 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 0.0837
[2024-12-12 13:54:38,203][demucs.solver][INFO] - Train | Epoch 135 | 5/14 | 0.69 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.0760
[2024-12-12 13:54:38,833][demucs.solver][INFO] - Train | Epoch 135 | 6/14 | 0.75 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.0691
[2024-12-12 13:54:39,472][demucs.solver][INFO] - Train | Epoch 135 | 7/14 | 0.80 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0773
[2024-12-12 13:54:40,107][demucs.solver][INFO] - Train | Epoch 135 | 8/14 | 0.84 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.0751
[2024-12-12 13:54:40,741][demucs.solver][INFO] - Train | Epoch 135 | 9/14 | 0.89 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.0714
[2024-12-12 13:54:41,378][demucs.solver][INFO] - Train | Epoch 135 | 10/14 | 0.92 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0667
[2024-12-12 13:54:42,014][demucs.solver][INFO] - Train | Epoch 135 | 11/14 | 0.96 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0634
[2024-12-12 13:54:42,769][demucs.solver][INFO] - Train | Epoch 135 | 12/14 | 0.98 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.0634
[2024-12-12 13:54:43,403][demucs.solver][INFO] - Train | Epoch 135 | 13/14 | 1.00 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0604
[2024-12-12 13:54:43,707][demucs.solver][INFO] - Train Summary | Epoch 135 | Loss=0.2444 | Reco=0.2444 | Grad=0.0604
[2024-12-12 13:54:43,707][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:54:43,708][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:54:46,179][demucs.solver][INFO] - Valid | Epoch 135 | 1/20 | 1.98 it/sec | Loss 0.5863 | Reco 0.5863 | Nsdr 1.052
[2024-12-12 13:54:46,356][demucs.solver][INFO] - Valid | Epoch 135 | 2/20 | 2.53 it/sec | Loss 0.4546 | Reco 0.4546 | Nsdr 1.087
[2024-12-12 13:54:46,546][demucs.solver][INFO] - Valid | Epoch 135 | 3/20 | 2.91 it/sec | Loss 0.5014 | Reco 0.5014 | Nsdr 1.098
[2024-12-12 13:54:46,740][demucs.solver][INFO] - Valid | Epoch 135 | 4/20 | 3.18 it/sec | Loss 0.5203 | Reco 0.5203 | Nsdr 1.099
[2024-12-12 13:54:46,957][demucs.solver][INFO] - Valid | Epoch 135 | 5/20 | 3.36 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.086
[2024-12-12 13:54:47,117][demucs.solver][INFO] - Valid | Epoch 135 | 6/20 | 3.60 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.078
[2024-12-12 13:54:47,303][demucs.solver][INFO] - Valid | Epoch 135 | 7/20 | 3.75 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.081
[2024-12-12 13:54:47,489][demucs.solver][INFO] - Valid | Epoch 135 | 8/20 | 3.88 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.077
[2024-12-12 13:54:47,644][demucs.solver][INFO] - Valid | Epoch 135 | 9/20 | 4.04 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.079
[2024-12-12 13:54:47,805][demucs.solver][INFO] - Valid | Epoch 135 | 10/20 | 4.17 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.064
[2024-12-12 13:54:47,989][demucs.solver][INFO] - Valid | Epoch 135 | 11/20 | 4.26 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.054
[2024-12-12 13:54:48,146][demucs.solver][INFO] - Valid | Epoch 135 | 12/20 | 4.37 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.035
[2024-12-12 13:54:48,333][demucs.solver][INFO] - Valid | Epoch 135 | 13/20 | 4.43 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.031
[2024-12-12 13:54:48,518][demucs.solver][INFO] - Valid | Epoch 135 | 14/20 | 4.48 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.031
[2024-12-12 13:54:48,706][demucs.solver][INFO] - Valid | Epoch 135 | 15/20 | 4.52 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.033
[2024-12-12 13:54:48,875][demucs.solver][INFO] - Valid | Epoch 135 | 16/20 | 4.59 it/sec | Loss 0.5832 | Reco 0.5832 | Nsdr 1.034
[2024-12-12 13:54:49,063][demucs.solver][INFO] - Valid | Epoch 135 | 17/20 | 4.62 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.040
[2024-12-12 13:54:49,262][demucs.solver][INFO] - Valid | Epoch 135 | 18/20 | 4.64 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.039
[2024-12-12 13:54:49,451][demucs.solver][INFO] - Valid | Epoch 135 | 19/20 | 4.67 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.044
[2024-12-12 13:54:49,834][demucs.solver][INFO] - Valid Summary | Epoch 135 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.044 | Best=0.5486 | Bname=main
[2024-12-12 13:54:51,236][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:54:51,237][demucs.solver][INFO] - Training...
[2024-12-12 13:54:57,415][demucs.solver][INFO] - Train | Epoch 136 | 1/14 | 0.42 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0549
[2024-12-12 13:55:00,637][demucs.solver][INFO] - Train | Epoch 136 | 2/14 | 0.38 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0496
[2024-12-12 13:55:01,271][demucs.solver][INFO] - Train | Epoch 136 | 3/14 | 0.47 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0605
[2024-12-12 13:55:01,909][demucs.solver][INFO] - Train | Epoch 136 | 4/14 | 0.54 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0582
[2024-12-12 13:55:02,546][demucs.solver][INFO] - Train | Epoch 136 | 5/14 | 0.61 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0520
[2024-12-12 13:55:03,172][demucs.solver][INFO] - Train | Epoch 136 | 6/14 | 0.67 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0478
[2024-12-12 13:55:03,798][demucs.solver][INFO] - Train | Epoch 136 | 7/14 | 0.72 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.0527
[2024-12-12 13:55:04,427][demucs.solver][INFO] - Train | Epoch 136 | 8/14 | 0.77 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0528
[2024-12-12 13:55:05,055][demucs.solver][INFO] - Train | Epoch 136 | 9/14 | 0.81 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0540
[2024-12-12 13:55:05,679][demucs.solver][INFO] - Train | Epoch 136 | 10/14 | 0.85 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0574
[2024-12-12 13:55:06,303][demucs.solver][INFO] - Train | Epoch 136 | 11/14 | 0.88 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0572
[2024-12-12 13:55:06,929][demucs.solver][INFO] - Train | Epoch 136 | 12/14 | 0.91 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0579
[2024-12-12 13:55:07,554][demucs.solver][INFO] - Train | Epoch 136 | 13/14 | 0.94 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0555
[2024-12-12 13:55:07,849][demucs.solver][INFO] - Train Summary | Epoch 136 | Loss=0.2479 | Reco=0.2479 | Grad=0.0555
[2024-12-12 13:55:07,850][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:55:07,850][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:55:10,136][demucs.solver][INFO] - Valid | Epoch 136 | 1/20 | 2.80 it/sec | Loss 0.5855 | Reco 0.5855 | Nsdr 1.063
[2024-12-12 13:55:10,357][demucs.solver][INFO] - Valid | Epoch 136 | 2/20 | 3.21 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.097
[2024-12-12 13:55:10,571][demucs.solver][INFO] - Valid | Epoch 136 | 3/20 | 3.48 it/sec | Loss 0.5004 | Reco 0.5004 | Nsdr 1.106
[2024-12-12 13:55:10,725][demucs.solver][INFO] - Valid | Epoch 136 | 4/20 | 3.84 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 1.108
[2024-12-12 13:55:10,914][demucs.solver][INFO] - Valid | Epoch 136 | 5/20 | 4.02 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.098
[2024-12-12 13:55:11,102][demucs.solver][INFO] - Valid | Epoch 136 | 6/20 | 4.17 it/sec | Loss 0.5255 | Reco 0.5255 | Nsdr 1.091
[2024-12-12 13:55:11,275][demucs.solver][INFO] - Valid | Epoch 136 | 7/20 | 4.32 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.093
[2024-12-12 13:55:11,431][demucs.solver][INFO] - Valid | Epoch 136 | 8/20 | 4.48 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.090
[2024-12-12 13:55:11,636][demucs.solver][INFO] - Valid | Epoch 136 | 9/20 | 4.52 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.092
[2024-12-12 13:55:11,825][demucs.solver][INFO] - Valid | Epoch 136 | 10/20 | 4.58 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.077
[2024-12-12 13:55:12,015][demucs.solver][INFO] - Valid | Epoch 136 | 11/20 | 4.63 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.067
[2024-12-12 13:55:12,222][demucs.solver][INFO] - Valid | Epoch 136 | 12/20 | 4.64 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.047
[2024-12-12 13:55:12,432][demucs.solver][INFO] - Valid | Epoch 136 | 13/20 | 4.65 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.044
[2024-12-12 13:55:12,606][demucs.solver][INFO] - Valid | Epoch 136 | 14/20 | 4.71 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.044
[2024-12-12 13:55:12,797][demucs.solver][INFO] - Valid | Epoch 136 | 15/20 | 4.74 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.046
[2024-12-12 13:55:12,987][demucs.solver][INFO] - Valid | Epoch 136 | 16/20 | 4.77 it/sec | Loss 0.5823 | Reco 0.5823 | Nsdr 1.047
[2024-12-12 13:55:13,174][demucs.solver][INFO] - Valid | Epoch 136 | 17/20 | 4.80 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.052
[2024-12-12 13:55:13,358][demucs.solver][INFO] - Valid | Epoch 136 | 18/20 | 4.83 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.051
[2024-12-12 13:55:13,553][demucs.solver][INFO] - Valid | Epoch 136 | 19/20 | 4.84 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.056
[2024-12-12 13:55:14,076][demucs.solver][INFO] - Valid Summary | Epoch 136 | Loss=0.5521 | Reco=0.5521 | Nsdr=1.056 | Best=0.5486 | Bname=main
[2024-12-12 13:55:15,386][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:55:15,386][demucs.solver][INFO] - Training...
[2024-12-12 13:55:22,347][demucs.solver][INFO] - Train | Epoch 137 | 1/14 | 0.37 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 0.0855
[2024-12-12 13:55:23,004][demucs.solver][INFO] - Train | Epoch 137 | 2/14 | 0.50 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0619
[2024-12-12 13:55:23,663][demucs.solver][INFO] - Train | Epoch 137 | 3/14 | 0.60 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.0596
[2024-12-12 13:55:24,305][demucs.solver][INFO] - Train | Epoch 137 | 4/14 | 0.68 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.0712
[2024-12-12 13:55:27,651][demucs.solver][INFO] - Train | Epoch 137 | 5/14 | 0.56 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.0621
[2024-12-12 13:55:28,310][demucs.solver][INFO] - Train | Epoch 137 | 6/14 | 0.62 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0675
[2024-12-12 13:55:28,948][demucs.solver][INFO] - Train | Epoch 137 | 7/14 | 0.67 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0619
[2024-12-12 13:55:29,587][demucs.solver][INFO] - Train | Epoch 137 | 8/14 | 0.71 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0599
[2024-12-12 13:55:30,222][demucs.solver][INFO] - Train | Epoch 137 | 9/14 | 0.75 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0575
[2024-12-12 13:55:30,855][demucs.solver][INFO] - Train | Epoch 137 | 10/14 | 0.79 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0533
[2024-12-12 13:55:31,493][demucs.solver][INFO] - Train | Epoch 137 | 11/14 | 0.82 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0528
[2024-12-12 13:55:32,347][demucs.solver][INFO] - Train | Epoch 137 | 12/14 | 0.84 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.0530
[2024-12-12 13:55:32,988][demucs.solver][INFO] - Train | Epoch 137 | 13/14 | 0.87 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.0507
[2024-12-12 13:55:33,311][demucs.solver][INFO] - Train Summary | Epoch 137 | Loss=0.2423 | Reco=0.2423 | Grad=0.0507
[2024-12-12 13:55:33,312][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:55:33,312][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:55:35,558][demucs.solver][INFO] - Valid | Epoch 137 | 1/20 | 3.34 it/sec | Loss 0.5848 | Reco 0.5848 | Nsdr 1.077
[2024-12-12 13:55:35,758][demucs.solver][INFO] - Valid | Epoch 137 | 2/20 | 3.76 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.117
[2024-12-12 13:55:35,946][demucs.solver][INFO] - Valid | Epoch 137 | 3/20 | 4.06 it/sec | Loss 0.4997 | Reco 0.4997 | Nsdr 1.126
[2024-12-12 13:55:36,145][demucs.solver][INFO] - Valid | Epoch 137 | 4/20 | 4.22 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.127
[2024-12-12 13:55:36,358][demucs.solver][INFO] - Valid | Epoch 137 | 5/20 | 4.29 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.113
[2024-12-12 13:55:36,559][demucs.solver][INFO] - Valid | Epoch 137 | 6/20 | 4.38 it/sec | Loss 0.5247 | Reco 0.5247 | Nsdr 1.105
[2024-12-12 13:55:36,767][demucs.solver][INFO] - Valid | Epoch 137 | 7/20 | 4.43 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.107
[2024-12-12 13:55:36,968][demucs.solver][INFO] - Valid | Epoch 137 | 8/20 | 4.48 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.103
[2024-12-12 13:55:37,168][demucs.solver][INFO] - Valid | Epoch 137 | 9/20 | 4.53 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.104
[2024-12-12 13:55:37,373][demucs.solver][INFO] - Valid | Epoch 137 | 10/20 | 4.56 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.089
[2024-12-12 13:55:37,549][demucs.solver][INFO] - Valid | Epoch 137 | 11/20 | 4.63 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.079
[2024-12-12 13:55:37,716][demucs.solver][INFO] - Valid | Epoch 137 | 12/20 | 4.72 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.059
[2024-12-12 13:55:37,922][demucs.solver][INFO] - Valid | Epoch 137 | 13/20 | 4.73 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.055
[2024-12-12 13:55:38,094][demucs.solver][INFO] - Valid | Epoch 137 | 14/20 | 4.79 it/sec | Loss 0.5763 | Reco 0.5763 | Nsdr 1.055
[2024-12-12 13:55:38,298][demucs.solver][INFO] - Valid | Epoch 137 | 15/20 | 4.79 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.057
[2024-12-12 13:55:38,487][demucs.solver][INFO] - Valid | Epoch 137 | 16/20 | 4.82 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.058
[2024-12-12 13:55:38,677][demucs.solver][INFO] - Valid | Epoch 137 | 17/20 | 4.84 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.064
[2024-12-12 13:55:38,848][demucs.solver][INFO] - Valid | Epoch 137 | 18/20 | 4.89 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.063
[2024-12-12 13:55:39,054][demucs.solver][INFO] - Valid | Epoch 137 | 19/20 | 4.89 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.068
[2024-12-12 13:55:39,431][demucs.solver][INFO] - Valid Summary | Epoch 137 | Loss=0.5514 | Reco=0.5514 | Nsdr=1.068 | Best=0.5486 | Bname=main
[2024-12-12 13:55:40,794][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:55:40,795][demucs.solver][INFO] - Training...
[2024-12-12 13:55:44,599][demucs.solver][INFO] - Train | Epoch 138 | 1/14 | 0.86 it/sec | Loss 0.2634 | Reco 0.2634 | Grad 0.0238
[2024-12-12 13:55:47,189][demucs.solver][INFO] - Train | Epoch 138 | 2/14 | 0.61 it/sec | Loss 0.2664 | Reco 0.2664 | Grad 0.0216
[2024-12-12 13:55:48,619][demucs.solver][INFO] - Train | Epoch 138 | 3/14 | 0.63 it/sec | Loss 0.2710 | Reco 0.2710 | Grad 0.0274
[2024-12-12 13:55:49,269][demucs.solver][INFO] - Train | Epoch 138 | 4/14 | 0.71 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 0.0290
[2024-12-12 13:55:49,916][demucs.solver][INFO] - Train | Epoch 138 | 5/14 | 0.78 it/sec | Loss 0.2631 | Reco 0.2631 | Grad 0.0297
[2024-12-12 13:55:50,568][demucs.solver][INFO] - Train | Epoch 138 | 6/14 | 0.84 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.0284
[2024-12-12 13:55:51,263][demucs.solver][INFO] - Train | Epoch 138 | 7/14 | 0.89 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0404
[2024-12-12 13:55:51,911][demucs.solver][INFO] - Train | Epoch 138 | 8/14 | 0.93 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.0419
[2024-12-12 13:55:52,987][demucs.solver][INFO] - Train | Epoch 138 | 9/14 | 0.93 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0402
[2024-12-12 13:55:53,615][demucs.solver][INFO] - Train | Epoch 138 | 10/14 | 0.97 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0491
[2024-12-12 13:55:54,246][demucs.solver][INFO] - Train | Epoch 138 | 11/14 | 1.00 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0475
[2024-12-12 13:55:54,876][demucs.solver][INFO] - Train | Epoch 138 | 12/14 | 1.03 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0461
[2024-12-12 13:55:55,505][demucs.solver][INFO] - Train | Epoch 138 | 13/14 | 1.06 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0483
[2024-12-12 13:55:55,836][demucs.solver][INFO] - Train Summary | Epoch 138 | Loss=0.2521 | Reco=0.2521 | Grad=0.0483
[2024-12-12 13:55:55,836][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:55:55,836][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:55:58,162][demucs.solver][INFO] - Valid | Epoch 138 | 1/20 | 2.82 it/sec | Loss 0.5843 | Reco 0.5843 | Nsdr 1.082
[2024-12-12 13:55:58,355][demucs.solver][INFO] - Valid | Epoch 138 | 2/20 | 3.33 it/sec | Loss 0.4527 | Reco 0.4527 | Nsdr 1.117
[2024-12-12 13:55:58,567][demucs.solver][INFO] - Valid | Epoch 138 | 3/20 | 3.59 it/sec | Loss 0.4995 | Reco 0.4995 | Nsdr 1.126
[2024-12-12 13:55:58,865][demucs.solver][INFO] - Valid | Epoch 138 | 4/20 | 3.54 it/sec | Loss 0.5183 | Reco 0.5183 | Nsdr 1.129
[2024-12-12 13:55:59,073][demucs.solver][INFO] - Valid | Epoch 138 | 5/20 | 3.70 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.117
[2024-12-12 13:55:59,291][demucs.solver][INFO] - Valid | Epoch 138 | 6/20 | 3.81 it/sec | Loss 0.5243 | Reco 0.5243 | Nsdr 1.109
[2024-12-12 13:55:59,510][demucs.solver][INFO] - Valid | Epoch 138 | 7/20 | 3.89 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.112
[2024-12-12 13:55:59,673][demucs.solver][INFO] - Valid | Epoch 138 | 8/20 | 4.05 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.108
[2024-12-12 13:55:59,878][demucs.solver][INFO] - Valid | Epoch 138 | 9/20 | 4.12 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.110
[2024-12-12 13:56:00,150][demucs.solver][INFO] - Valid | Epoch 138 | 10/20 | 4.08 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.095
[2024-12-12 13:56:00,328][demucs.solver][INFO] - Valid | Epoch 138 | 11/20 | 4.17 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.085
[2024-12-12 13:56:00,517][demucs.solver][INFO] - Valid | Epoch 138 | 12/20 | 4.24 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.065
[2024-12-12 13:56:00,783][demucs.solver][INFO] - Valid | Epoch 138 | 13/20 | 4.20 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.061
[2024-12-12 13:56:00,994][demucs.solver][INFO] - Valid | Epoch 138 | 14/20 | 4.24 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.061
[2024-12-12 13:56:01,180][demucs.solver][INFO] - Valid | Epoch 138 | 15/20 | 4.29 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.063
[2024-12-12 13:56:01,408][demucs.solver][INFO] - Valid | Epoch 138 | 16/20 | 4.30 it/sec | Loss 0.5810 | Reco 0.5810 | Nsdr 1.064
[2024-12-12 13:56:01,623][demucs.solver][INFO] - Valid | Epoch 138 | 17/20 | 4.32 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.069
[2024-12-12 13:56:01,861][demucs.solver][INFO] - Valid | Epoch 138 | 18/20 | 4.31 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.068
[2024-12-12 13:56:02,061][demucs.solver][INFO] - Valid | Epoch 138 | 19/20 | 4.34 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.074
[2024-12-12 13:56:02,438][demucs.solver][INFO] - Valid Summary | Epoch 138 | Loss=0.5509 | Reco=0.5509 | Nsdr=1.074 | Best=0.5486 | Bname=main
[2024-12-12 13:56:04,185][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:56:04,185][demucs.solver][INFO] - Training...
[2024-12-12 13:56:12,893][demucs.solver][INFO] - Train | Epoch 139 | 1/14 | 0.28 it/sec | Loss 0.2249 | Reco 0.2249 | Grad 0.0663
[2024-12-12 13:56:13,537][demucs.solver][INFO] - Train | Epoch 139 | 2/14 | 0.39 it/sec | Loss 0.2197 | Reco 0.2197 | Grad 0.0509
[2024-12-12 13:56:14,183][demucs.solver][INFO] - Train | Epoch 139 | 3/14 | 0.47 it/sec | Loss 0.2294 | Reco 0.2294 | Grad 0.0469
[2024-12-12 13:56:14,818][demucs.solver][INFO] - Train | Epoch 139 | 4/14 | 0.55 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.0422
[2024-12-12 13:56:15,459][demucs.solver][INFO] - Train | Epoch 139 | 5/14 | 0.62 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0406
[2024-12-12 13:56:16,103][demucs.solver][INFO] - Train | Epoch 139 | 6/14 | 0.68 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0463
[2024-12-12 13:56:16,769][demucs.solver][INFO] - Train | Epoch 139 | 7/14 | 0.73 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.0430
[2024-12-12 13:56:17,414][demucs.solver][INFO] - Train | Epoch 139 | 8/14 | 0.77 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.0412
[2024-12-12 13:56:18,058][demucs.solver][INFO] - Train | Epoch 139 | 9/14 | 0.81 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.0386
[2024-12-12 13:56:18,713][demucs.solver][INFO] - Train | Epoch 139 | 10/14 | 0.85 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.0438
[2024-12-12 13:56:19,355][demucs.solver][INFO] - Train | Epoch 139 | 11/14 | 0.88 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0516
[2024-12-12 13:56:20,556][demucs.solver][INFO] - Train | Epoch 139 | 12/14 | 0.88 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0521
[2024-12-12 13:56:21,714][demucs.solver][INFO] - Train | Epoch 139 | 13/14 | 0.88 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0497
[2024-12-12 13:56:22,040][demucs.solver][INFO] - Train Summary | Epoch 139 | Loss=0.2449 | Reco=0.2449 | Grad=0.0497
[2024-12-12 13:56:22,040][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:56:22,040][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:56:24,222][demucs.solver][INFO] - Valid | Epoch 139 | 1/20 | 2.85 it/sec | Loss 0.5860 | Reco 0.5860 | Nsdr 1.058
[2024-12-12 13:56:24,434][demucs.solver][INFO] - Valid | Epoch 139 | 2/20 | 3.28 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 1.087
[2024-12-12 13:56:24,660][demucs.solver][INFO] - Valid | Epoch 139 | 3/20 | 3.51 it/sec | Loss 0.5010 | Reco 0.5010 | Nsdr 1.098
[2024-12-12 13:56:24,847][demucs.solver][INFO] - Valid | Epoch 139 | 4/20 | 3.77 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.101
[2024-12-12 13:56:25,039][demucs.solver][INFO] - Valid | Epoch 139 | 5/20 | 3.95 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.088
[2024-12-12 13:56:25,194][demucs.solver][INFO] - Valid | Epoch 139 | 6/20 | 4.18 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.081
[2024-12-12 13:56:25,382][demucs.solver][INFO] - Valid | Epoch 139 | 7/20 | 4.29 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.084
[2024-12-12 13:56:25,578][demucs.solver][INFO] - Valid | Epoch 139 | 8/20 | 4.37 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.080
[2024-12-12 13:56:25,736][demucs.solver][INFO] - Valid | Epoch 139 | 9/20 | 4.51 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.082
[2024-12-12 13:56:25,942][demucs.solver][INFO] - Valid | Epoch 139 | 10/20 | 4.54 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.067
[2024-12-12 13:56:26,147][demucs.solver][INFO] - Valid | Epoch 139 | 11/20 | 4.57 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.058
[2024-12-12 13:56:26,315][demucs.solver][INFO] - Valid | Epoch 139 | 12/20 | 4.65 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.038
[2024-12-12 13:56:26,488][demucs.solver][INFO] - Valid | Epoch 139 | 13/20 | 4.72 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.035
[2024-12-12 13:56:26,695][demucs.solver][INFO] - Valid | Epoch 139 | 14/20 | 4.72 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.035
[2024-12-12 13:56:26,864][demucs.solver][INFO] - Valid | Epoch 139 | 15/20 | 4.78 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.037
[2024-12-12 13:56:27,051][demucs.solver][INFO] - Valid | Epoch 139 | 16/20 | 4.81 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.038
[2024-12-12 13:56:27,221][demucs.solver][INFO] - Valid | Epoch 139 | 17/20 | 4.86 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.044
[2024-12-12 13:56:27,392][demucs.solver][INFO] - Valid | Epoch 139 | 18/20 | 4.91 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.042
[2024-12-12 13:56:27,583][demucs.solver][INFO] - Valid | Epoch 139 | 19/20 | 4.92 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.047
[2024-12-12 13:56:27,938][demucs.solver][INFO] - Valid Summary | Epoch 139 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.047 | Best=0.5486 | Bname=main
[2024-12-12 13:56:29,263][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:56:29,263][demucs.solver][INFO] - Training...
[2024-12-12 13:56:38,036][demucs.solver][INFO] - Train | Epoch 140 | 1/14 | 0.28 it/sec | Loss 0.2769 | Reco 0.2769 | Grad 0.0771
[2024-12-12 13:56:39,407][demucs.solver][INFO] - Train | Epoch 140 | 2/14 | 0.35 it/sec | Loss 0.2823 | Reco 0.2823 | Grad 0.0641
[2024-12-12 13:56:40,136][demucs.solver][INFO] - Train | Epoch 140 | 3/14 | 0.43 it/sec | Loss 0.2764 | Reco 0.2764 | Grad 0.0529
[2024-12-12 13:56:40,780][demucs.solver][INFO] - Train | Epoch 140 | 4/14 | 0.50 it/sec | Loss 0.2695 | Reco 0.2695 | Grad 0.0456
[2024-12-12 13:56:41,416][demucs.solver][INFO] - Train | Epoch 140 | 5/14 | 0.57 it/sec | Loss 0.2742 | Reco 0.2742 | Grad 0.0515
[2024-12-12 13:56:42,052][demucs.solver][INFO] - Train | Epoch 140 | 6/14 | 0.62 it/sec | Loss 0.2720 | Reco 0.2720 | Grad 0.0545
[2024-12-12 13:56:42,686][demucs.solver][INFO] - Train | Epoch 140 | 7/14 | 0.67 it/sec | Loss 0.2686 | Reco 0.2686 | Grad 0.0524
[2024-12-12 13:56:43,322][demucs.solver][INFO] - Train | Epoch 140 | 8/14 | 0.72 it/sec | Loss 0.2678 | Reco 0.2678 | Grad 0.0532
[2024-12-12 13:56:43,949][demucs.solver][INFO] - Train | Epoch 140 | 9/14 | 0.76 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.0566
[2024-12-12 13:56:44,578][demucs.solver][INFO] - Train | Epoch 140 | 10/14 | 0.80 it/sec | Loss 0.2651 | Reco 0.2651 | Grad 0.0537
[2024-12-12 13:56:45,210][demucs.solver][INFO] - Train | Epoch 140 | 11/14 | 0.83 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.0531
[2024-12-12 13:56:45,839][demucs.solver][INFO] - Train | Epoch 140 | 12/14 | 0.87 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0519
[2024-12-12 13:56:46,469][demucs.solver][INFO] - Train | Epoch 140 | 13/14 | 0.89 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0499
[2024-12-12 13:56:46,798][demucs.solver][INFO] - Train Summary | Epoch 140 | Loss=0.2570 | Reco=0.2570 | Grad=0.0499
[2024-12-12 13:56:46,799][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:56:46,799][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:56:49,033][demucs.solver][INFO] - Valid | Epoch 140 | 1/20 | 2.70 it/sec | Loss 0.5827 | Reco 0.5827 | Nsdr 1.106
[2024-12-12 13:56:49,243][demucs.solver][INFO] - Valid | Epoch 140 | 2/20 | 3.16 it/sec | Loss 0.4514 | Reco 0.4514 | Nsdr 1.138
[2024-12-12 13:56:49,424][demucs.solver][INFO] - Valid | Epoch 140 | 3/20 | 3.54 it/sec | Loss 0.4980 | Reco 0.4980 | Nsdr 1.149
[2024-12-12 13:56:49,599][demucs.solver][INFO] - Valid | Epoch 140 | 4/20 | 3.83 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.152
[2024-12-12 13:56:49,798][demucs.solver][INFO] - Valid | Epoch 140 | 5/20 | 3.99 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.140
[2024-12-12 13:56:49,996][demucs.solver][INFO] - Valid | Epoch 140 | 6/20 | 4.11 it/sec | Loss 0.5226 | Reco 0.5226 | Nsdr 1.133
[2024-12-12 13:56:50,158][demucs.solver][INFO] - Valid | Epoch 140 | 7/20 | 4.29 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.136
[2024-12-12 13:56:50,329][demucs.solver][INFO] - Valid | Epoch 140 | 8/20 | 4.42 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.132
[2024-12-12 13:56:50,518][demucs.solver][INFO] - Valid | Epoch 140 | 9/20 | 4.49 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.134
[2024-12-12 13:56:50,676][demucs.solver][INFO] - Valid | Epoch 140 | 10/20 | 4.62 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.119
[2024-12-12 13:56:50,865][demucs.solver][INFO] - Valid | Epoch 140 | 11/20 | 4.67 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.109
[2024-12-12 13:56:51,038][demucs.solver][INFO] - Valid | Epoch 140 | 12/20 | 4.74 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.088
[2024-12-12 13:56:51,251][demucs.solver][INFO] - Valid | Epoch 140 | 13/20 | 4.73 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.085
[2024-12-12 13:56:51,426][demucs.solver][INFO] - Valid | Epoch 140 | 14/20 | 4.79 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.085
[2024-12-12 13:56:51,611][demucs.solver][INFO] - Valid | Epoch 140 | 15/20 | 4.82 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.087
[2024-12-12 13:56:51,785][demucs.solver][INFO] - Valid | Epoch 140 | 16/20 | 4.87 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.088
[2024-12-12 13:56:51,972][demucs.solver][INFO] - Valid | Epoch 140 | 17/20 | 4.89 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.093
[2024-12-12 13:56:52,160][demucs.solver][INFO] - Valid | Epoch 140 | 18/20 | 4.91 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.092
[2024-12-12 13:56:52,348][demucs.solver][INFO] - Valid | Epoch 140 | 19/20 | 4.93 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.097
[2024-12-12 13:56:52,885][demucs.solver][INFO] - Valid Summary | Epoch 140 | Loss=0.5492 | Reco=0.5492 | Nsdr=1.097 | Best=0.5486 | Bname=main
[2024-12-12 13:56:52,885][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:56:52,885][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 13:57:06,612][demucs.evaluate][INFO] - Eval | 1/20 | 0.29 it/sec
[2024-12-12 13:57:10,016][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 13:57:13,302][demucs.evaluate][INFO] - Eval | 3/20 | 0.30 it/sec
[2024-12-12 13:57:16,574][demucs.evaluate][INFO] - Eval | 4/20 | 0.30 it/sec
[2024-12-12 13:57:19,853][demucs.evaluate][INFO] - Eval | 5/20 | 0.30 it/sec
[2024-12-12 13:57:23,221][demucs.evaluate][INFO] - Eval | 6/20 | 0.30 it/sec
[2024-12-12 13:57:26,526][demucs.evaluate][INFO] - Eval | 7/20 | 0.30 it/sec
[2024-12-12 13:57:29,891][demucs.evaluate][INFO] - Eval | 8/20 | 0.30 it/sec
[2024-12-12 13:57:33,167][demucs.evaluate][INFO] - Eval | 9/20 | 0.30 it/sec
[2024-12-12 13:57:36,476][demucs.evaluate][INFO] - Eval | 10/20 | 0.30 it/sec
[2024-12-12 13:57:39,781][demucs.evaluate][INFO] - Eval | 11/20 | 0.30 it/sec
[2024-12-12 13:57:43,103][demucs.evaluate][INFO] - Eval | 12/20 | 0.30 it/sec
[2024-12-12 13:57:46,345][demucs.evaluate][INFO] - Eval | 13/20 | 0.30 it/sec
[2024-12-12 13:57:49,653][demucs.evaluate][INFO] - Eval | 14/20 | 0.30 it/sec
[2024-12-12 13:57:52,960][demucs.evaluate][INFO] - Eval | 15/20 | 0.30 it/sec
[2024-12-12 13:57:56,223][demucs.evaluate][INFO] - Eval | 16/20 | 0.30 it/sec
[2024-12-12 13:57:59,575][demucs.evaluate][INFO] - Eval | 17/20 | 0.30 it/sec
[2024-12-12 13:58:02,875][demucs.evaluate][INFO] - Eval | 18/20 | 0.30 it/sec
[2024-12-12 13:58:06,185][demucs.evaluate][INFO] - Eval | 19/20 | 0.30 it/sec
[2024-12-12 13:58:06,205][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 101.53 it/sec
[2024-12-12 13:58:06,215][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 103.30 it/sec
[2024-12-12 13:58:06,238][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 76.55 it/sec
[2024-12-12 13:58:06,247][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 81.14 it/sec
[2024-12-12 13:58:06,257][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 84.14 it/sec
[2024-12-12 13:58:06,266][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 87.08 it/sec
[2024-12-12 13:58:06,284][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 80.89 it/sec
[2024-12-12 13:58:06,291][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 85.19 it/sec
[2024-12-12 13:58:06,301][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 86.52 it/sec
[2024-12-12 13:58:06,309][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 89.42 it/sec
[2024-12-12 13:58:06,316][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 92.28 it/sec
[2024-12-12 13:58:06,336][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 86.29 it/sec
[2024-12-12 13:58:06,345][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 87.76 it/sec
[2024-12-12 13:58:06,353][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 89.78 it/sec
[2024-12-12 13:58:06,368][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 87.77 it/sec
[2024-12-12 13:58:06,396][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 80.74 it/sec
[2024-12-12 13:58:06,419][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 77.17 it/sec
[2024-12-12 13:58:06,430][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 77.63 it/sec
[2024-12-12 13:58:06,440][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 78.72 it/sec
[2024-12-12 13:58:06,489][demucs.solver][INFO] - Test Summary | Epoch 140 | Nsdr=0.968 | Nsdr_drums=0.920 | Nsdr_bass=0.952 | Nsdr_other=1.014 | Nsdr_vocals=0.984
[2024-12-12 13:58:07,890][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:58:07,891][demucs.solver][INFO] - Training...
[2024-12-12 13:58:18,535][demucs.solver][INFO] - Train | Epoch 141 | 1/14 | 0.22 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.1074
[2024-12-12 13:58:19,176][demucs.solver][INFO] - Train | Epoch 141 | 2/14 | 0.30 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0751
[2024-12-12 13:58:19,818][demucs.solver][INFO] - Train | Epoch 141 | 3/14 | 0.38 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.0847
[2024-12-12 13:58:20,455][demucs.solver][INFO] - Train | Epoch 141 | 4/14 | 0.45 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 0.0708
[2024-12-12 13:58:21,096][demucs.solver][INFO] - Train | Epoch 141 | 5/14 | 0.51 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.0658
[2024-12-12 13:58:21,744][demucs.solver][INFO] - Train | Epoch 141 | 6/14 | 0.56 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.0625
[2024-12-12 13:58:22,382][demucs.solver][INFO] - Train | Epoch 141 | 7/14 | 0.61 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0585
[2024-12-12 13:58:23,019][demucs.solver][INFO] - Train | Epoch 141 | 8/14 | 0.66 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0606
[2024-12-12 13:58:23,647][demucs.solver][INFO] - Train | Epoch 141 | 9/14 | 0.70 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0564
[2024-12-12 13:58:24,277][demucs.solver][INFO] - Train | Epoch 141 | 10/14 | 0.73 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.0560
[2024-12-12 13:58:24,907][demucs.solver][INFO] - Train | Epoch 141 | 11/14 | 0.77 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0549
[2024-12-12 13:58:25,537][demucs.solver][INFO] - Train | Epoch 141 | 12/14 | 0.80 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0518
[2024-12-12 13:58:26,168][demucs.solver][INFO] - Train | Epoch 141 | 13/14 | 0.83 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0500
[2024-12-12 13:58:26,509][demucs.solver][INFO] - Train Summary | Epoch 141 | Loss=0.2441 | Reco=0.2441 | Grad=0.0500
[2024-12-12 13:58:26,509][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:58:26,509][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:58:29,087][demucs.solver][INFO] - Valid | Epoch 141 | 1/20 | 1.92 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.111
[2024-12-12 13:58:29,499][demucs.solver][INFO] - Valid | Epoch 141 | 2/20 | 2.07 it/sec | Loss 0.4514 | Reco 0.4514 | Nsdr 1.142
[2024-12-12 13:58:29,886][demucs.solver][INFO] - Valid | Epoch 141 | 3/20 | 2.17 it/sec | Loss 0.4979 | Reco 0.4979 | Nsdr 1.154
[2024-12-12 13:58:30,242][demucs.solver][INFO] - Valid | Epoch 141 | 4/20 | 2.28 it/sec | Loss 0.5166 | Reco 0.5166 | Nsdr 1.157
[2024-12-12 13:58:30,669][demucs.solver][INFO] - Valid | Epoch 141 | 5/20 | 2.29 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.144
[2024-12-12 13:58:31,043][demucs.solver][INFO] - Valid | Epoch 141 | 6/20 | 2.34 it/sec | Loss 0.5226 | Reco 0.5226 | Nsdr 1.136
[2024-12-12 13:58:31,343][demucs.solver][INFO] - Valid | Epoch 141 | 7/20 | 2.43 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.139
[2024-12-12 13:58:31,893][demucs.solver][INFO] - Valid | Epoch 141 | 8/20 | 2.34 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.135
[2024-12-12 13:58:32,667][demucs.solver][INFO] - Valid | Epoch 141 | 9/20 | 2.16 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.136
[2024-12-12 13:58:33,158][demucs.solver][INFO] - Valid | Epoch 141 | 10/20 | 2.15 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.121
[2024-12-12 13:58:33,486][demucs.solver][INFO] - Valid | Epoch 141 | 11/20 | 2.21 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.111
[2024-12-12 13:58:33,818][demucs.solver][INFO] - Valid | Epoch 141 | 12/20 | 2.25 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.090
[2024-12-12 13:58:34,154][demucs.solver][INFO] - Valid | Epoch 141 | 13/20 | 2.29 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.086
[2024-12-12 13:58:34,504][demucs.solver][INFO] - Valid | Epoch 141 | 14/20 | 2.32 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.086
[2024-12-12 13:58:34,858][demucs.solver][INFO] - Valid | Epoch 141 | 15/20 | 2.35 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.088
[2024-12-12 13:58:35,167][demucs.solver][INFO] - Valid | Epoch 141 | 16/20 | 2.39 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.089
[2024-12-12 13:58:35,383][demucs.solver][INFO] - Valid | Epoch 141 | 17/20 | 2.45 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.096
[2024-12-12 13:58:35,705][demucs.solver][INFO] - Valid | Epoch 141 | 18/20 | 2.48 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.094
[2024-12-12 13:58:35,976][demucs.solver][INFO] - Valid | Epoch 141 | 19/20 | 2.52 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.099
[2024-12-12 13:58:37,206][demucs.solver][INFO] - Valid Summary | Epoch 141 | Loss=0.5492 | Reco=0.5492 | Nsdr=1.099 | Best=0.5486 | Bname=main
[2024-12-12 13:58:38,554][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:58:38,555][demucs.solver][INFO] - Training...
[2024-12-12 13:58:45,266][demucs.solver][INFO] - Train | Epoch 142 | 1/14 | 0.38 it/sec | Loss 0.2305 | Reco 0.2305 | Grad 0.0713
[2024-12-12 13:58:47,031][demucs.solver][INFO] - Train | Epoch 142 | 2/14 | 0.43 it/sec | Loss 0.2247 | Reco 0.2247 | Grad 0.0685
[2024-12-12 13:58:47,993][demucs.solver][INFO] - Train | Epoch 142 | 3/14 | 0.50 it/sec | Loss 0.2332 | Reco 0.2332 | Grad 0.0589
[2024-12-12 13:58:49,729][demucs.solver][INFO] - Train | Epoch 142 | 4/14 | 0.52 it/sec | Loss 0.2333 | Reco 0.2333 | Grad 0.0518
[2024-12-12 13:58:50,365][demucs.solver][INFO] - Train | Epoch 142 | 5/14 | 0.58 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 0.0493
[2024-12-12 13:58:50,999][demucs.solver][INFO] - Train | Epoch 142 | 6/14 | 0.64 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0504
[2024-12-12 13:58:51,631][demucs.solver][INFO] - Train | Epoch 142 | 7/14 | 0.69 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.0503
[2024-12-12 13:58:52,255][demucs.solver][INFO] - Train | Epoch 142 | 8/14 | 0.74 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0524
[2024-12-12 13:58:52,881][demucs.solver][INFO] - Train | Epoch 142 | 9/14 | 0.78 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0571
[2024-12-12 13:58:53,514][demucs.solver][INFO] - Train | Epoch 142 | 10/14 | 0.82 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0541
[2024-12-12 13:58:54,149][demucs.solver][INFO] - Train | Epoch 142 | 11/14 | 0.85 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0573
[2024-12-12 13:58:54,779][demucs.solver][INFO] - Train | Epoch 142 | 12/14 | 0.88 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0550
[2024-12-12 13:58:55,405][demucs.solver][INFO] - Train | Epoch 142 | 13/14 | 0.91 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0617
[2024-12-12 13:58:55,725][demucs.solver][INFO] - Train Summary | Epoch 142 | Loss=0.2505 | Reco=0.2505 | Grad=0.0617
[2024-12-12 13:58:55,725][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:58:55,725][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:58:57,839][demucs.solver][INFO] - Valid | Epoch 142 | 1/20 | 3.93 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.081
[2024-12-12 13:58:58,032][demucs.solver][INFO] - Valid | Epoch 142 | 2/20 | 4.27 it/sec | Loss 0.4531 | Reco 0.4531 | Nsdr 1.112
[2024-12-12 13:58:58,224][demucs.solver][INFO] - Valid | Epoch 142 | 3/20 | 4.47 it/sec | Loss 0.4998 | Reco 0.4998 | Nsdr 1.124
[2024-12-12 13:58:58,450][demucs.solver][INFO] - Valid | Epoch 142 | 4/20 | 4.46 it/sec | Loss 0.5188 | Reco 0.5188 | Nsdr 1.124
[2024-12-12 13:58:58,622][demucs.solver][INFO] - Valid | Epoch 142 | 5/20 | 4.64 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.110
[2024-12-12 13:58:58,826][demucs.solver][INFO] - Valid | Epoch 142 | 6/20 | 4.68 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.102
[2024-12-12 13:58:59,015][demucs.solver][INFO] - Valid | Epoch 142 | 7/20 | 4.75 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.105
[2024-12-12 13:58:59,197][demucs.solver][INFO] - Valid | Epoch 142 | 8/20 | 4.82 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.100
[2024-12-12 13:58:59,391][demucs.solver][INFO] - Valid | Epoch 142 | 9/20 | 4.85 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.101
[2024-12-12 13:58:59,579][demucs.solver][INFO] - Valid | Epoch 142 | 10/20 | 4.89 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.086
[2024-12-12 13:58:59,766][demucs.solver][INFO] - Valid | Epoch 142 | 11/20 | 4.93 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.077
[2024-12-12 13:58:59,955][demucs.solver][INFO] - Valid | Epoch 142 | 12/20 | 4.95 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.057
[2024-12-12 13:59:00,159][demucs.solver][INFO] - Valid | Epoch 142 | 13/20 | 4.95 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.053
[2024-12-12 13:59:00,347][demucs.solver][INFO] - Valid | Epoch 142 | 14/20 | 4.97 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.053
[2024-12-12 13:59:00,506][demucs.solver][INFO] - Valid | Epoch 142 | 15/20 | 5.04 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 1.055
[2024-12-12 13:59:00,711][demucs.solver][INFO] - Valid | Epoch 142 | 16/20 | 5.03 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.056
[2024-12-12 13:59:00,912][demucs.solver][INFO] - Valid | Epoch 142 | 17/20 | 5.03 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.063
[2024-12-12 13:59:01,099][demucs.solver][INFO] - Valid | Epoch 142 | 18/20 | 5.04 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.061
[2024-12-12 13:59:01,300][demucs.solver][INFO] - Valid | Epoch 142 | 19/20 | 5.04 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.067
[2024-12-12 13:59:01,652][demucs.solver][INFO] - Valid Summary | Epoch 142 | Loss=0.5516 | Reco=0.5516 | Nsdr=1.067 | Best=0.5486 | Bname=main
[2024-12-12 13:59:02,995][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:59:02,995][demucs.solver][INFO] - Training...
[2024-12-12 13:59:13,396][demucs.solver][INFO] - Train | Epoch 143 | 1/14 | 0.23 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.0860
[2024-12-12 13:59:14,039][demucs.solver][INFO] - Train | Epoch 143 | 2/14 | 0.32 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0720
[2024-12-12 13:59:14,686][demucs.solver][INFO] - Train | Epoch 143 | 3/14 | 0.39 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0632
[2024-12-12 13:59:15,327][demucs.solver][INFO] - Train | Epoch 143 | 4/14 | 0.46 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0543
[2024-12-12 13:59:15,968][demucs.solver][INFO] - Train | Epoch 143 | 5/14 | 0.53 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 0.0523
[2024-12-12 13:59:16,600][demucs.solver][INFO] - Train | Epoch 143 | 6/14 | 0.58 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.0663
[2024-12-12 13:59:17,240][demucs.solver][INFO] - Train | Epoch 143 | 7/14 | 0.63 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0642
[2024-12-12 13:59:17,878][demucs.solver][INFO] - Train | Epoch 143 | 8/14 | 0.68 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0658
[2024-12-12 13:59:18,508][demucs.solver][INFO] - Train | Epoch 143 | 9/14 | 0.72 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0667
[2024-12-12 13:59:19,138][demucs.solver][INFO] - Train | Epoch 143 | 10/14 | 0.75 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0666
[2024-12-12 13:59:19,767][demucs.solver][INFO] - Train | Epoch 143 | 11/14 | 0.79 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.0646
[2024-12-12 13:59:20,395][demucs.solver][INFO] - Train | Epoch 143 | 12/14 | 0.82 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0662
[2024-12-12 13:59:21,024][demucs.solver][INFO] - Train | Epoch 143 | 13/14 | 0.85 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0636
[2024-12-12 13:59:21,345][demucs.solver][INFO] - Train Summary | Epoch 143 | Loss=0.2502 | Reco=0.2502 | Grad=0.0636
[2024-12-12 13:59:21,345][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:59:21,345][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:59:23,537][demucs.solver][INFO] - Valid | Epoch 143 | 1/20 | 3.51 it/sec | Loss 0.5864 | Reco 0.5864 | Nsdr 1.049
[2024-12-12 13:59:23,714][demucs.solver][INFO] - Valid | Epoch 143 | 2/20 | 4.01 it/sec | Loss 0.4546 | Reco 0.4546 | Nsdr 1.083
[2024-12-12 13:59:23,874][demucs.solver][INFO] - Valid | Epoch 143 | 3/20 | 4.41 it/sec | Loss 0.5015 | Reco 0.5015 | Nsdr 1.091
[2024-12-12 13:59:24,048][demucs.solver][INFO] - Valid | Epoch 143 | 4/20 | 4.62 it/sec | Loss 0.5205 | Reco 0.5205 | Nsdr 1.092
[2024-12-12 13:59:24,222][demucs.solver][INFO] - Valid | Epoch 143 | 5/20 | 4.78 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.080
[2024-12-12 13:59:24,412][demucs.solver][INFO] - Valid | Epoch 143 | 6/20 | 4.84 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.074
[2024-12-12 13:59:24,586][demucs.solver][INFO] - Valid | Epoch 143 | 7/20 | 4.94 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.076
[2024-12-12 13:59:24,785][demucs.solver][INFO] - Valid | Epoch 143 | 8/20 | 4.95 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.072
[2024-12-12 13:59:24,992][demucs.solver][INFO] - Valid | Epoch 143 | 9/20 | 4.94 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.074
[2024-12-12 13:59:25,182][demucs.solver][INFO] - Valid | Epoch 143 | 10/20 | 4.96 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.059
[2024-12-12 13:59:25,391][demucs.solver][INFO] - Valid | Epoch 143 | 11/20 | 4.95 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.051
[2024-12-12 13:59:25,565][demucs.solver][INFO] - Valid | Epoch 143 | 12/20 | 5.00 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.032
[2024-12-12 13:59:25,756][demucs.solver][INFO] - Valid | Epoch 143 | 13/20 | 5.02 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.029
[2024-12-12 13:59:25,945][demucs.solver][INFO] - Valid | Epoch 143 | 14/20 | 5.04 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.029
[2024-12-12 13:59:26,157][demucs.solver][INFO] - Valid | Epoch 143 | 15/20 | 5.02 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.030
[2024-12-12 13:59:26,335][demucs.solver][INFO] - Valid | Epoch 143 | 16/20 | 5.05 it/sec | Loss 0.5833 | Reco 0.5833 | Nsdr 1.031
[2024-12-12 13:59:26,526][demucs.solver][INFO] - Valid | Epoch 143 | 17/20 | 5.06 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.036
[2024-12-12 13:59:26,715][demucs.solver][INFO] - Valid | Epoch 143 | 18/20 | 5.07 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.035
[2024-12-12 13:59:26,903][demucs.solver][INFO] - Valid | Epoch 143 | 19/20 | 5.08 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.040
[2024-12-12 13:59:27,277][demucs.solver][INFO] - Valid Summary | Epoch 143 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.040 | Best=0.5486 | Bname=main
[2024-12-12 13:59:28,697][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:59:28,698][demucs.solver][INFO] - Training...
[2024-12-12 13:59:36,704][demucs.solver][INFO] - Train | Epoch 144 | 1/14 | 0.31 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0975
[2024-12-12 13:59:37,366][demucs.solver][INFO] - Train | Epoch 144 | 2/14 | 0.42 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.1054
[2024-12-12 13:59:38,038][demucs.solver][INFO] - Train | Epoch 144 | 3/14 | 0.51 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0932
[2024-12-12 13:59:38,687][demucs.solver][INFO] - Train | Epoch 144 | 4/14 | 0.59 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0869
[2024-12-12 13:59:39,330][demucs.solver][INFO] - Train | Epoch 144 | 5/14 | 0.66 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0859
[2024-12-12 13:59:39,966][demucs.solver][INFO] - Train | Epoch 144 | 6/14 | 0.72 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0816
[2024-12-12 13:59:40,606][demucs.solver][INFO] - Train | Epoch 144 | 7/14 | 0.77 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.0767
[2024-12-12 13:59:41,234][demucs.solver][INFO] - Train | Epoch 144 | 8/14 | 0.82 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.0729
[2024-12-12 13:59:41,860][demucs.solver][INFO] - Train | Epoch 144 | 9/14 | 0.86 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.0711
[2024-12-12 13:59:42,488][demucs.solver][INFO] - Train | Epoch 144 | 10/14 | 0.90 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0672
[2024-12-12 13:59:43,124][demucs.solver][INFO] - Train | Epoch 144 | 11/14 | 0.93 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0632
[2024-12-12 13:59:43,756][demucs.solver][INFO] - Train | Epoch 144 | 12/14 | 0.96 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0634
[2024-12-12 13:59:44,387][demucs.solver][INFO] - Train | Epoch 144 | 13/14 | 0.99 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0640
[2024-12-12 13:59:44,758][demucs.solver][INFO] - Train Summary | Epoch 144 | Loss=0.2485 | Reco=0.2485 | Grad=0.0640
[2024-12-12 13:59:44,759][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:59:44,759][demucs.solver][INFO] - Cross validation...
[2024-12-12 13:59:46,966][demucs.solver][INFO] - Valid | Epoch 144 | 1/20 | 3.27 it/sec | Loss 0.5859 | Reco 0.5859 | Nsdr 1.057
[2024-12-12 13:59:47,159][demucs.solver][INFO] - Valid | Epoch 144 | 2/20 | 3.73 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 1.086
[2024-12-12 13:59:47,348][demucs.solver][INFO] - Valid | Epoch 144 | 3/20 | 4.03 it/sec | Loss 0.5010 | Reco 0.5010 | Nsdr 1.096
[2024-12-12 13:59:47,541][demucs.solver][INFO] - Valid | Epoch 144 | 4/20 | 4.21 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.099
[2024-12-12 13:59:47,731][demucs.solver][INFO] - Valid | Epoch 144 | 5/20 | 4.36 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.088
[2024-12-12 13:59:47,908][demucs.solver][INFO] - Valid | Epoch 144 | 6/20 | 4.51 it/sec | Loss 0.5258 | Reco 0.5258 | Nsdr 1.082
[2024-12-12 13:59:48,080][demucs.solver][INFO] - Valid | Epoch 144 | 7/20 | 4.63 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.085
[2024-12-12 13:59:48,285][demucs.solver][INFO] - Valid | Epoch 144 | 8/20 | 4.66 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.082
[2024-12-12 13:59:48,477][demucs.solver][INFO] - Valid | Epoch 144 | 9/20 | 4.71 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.084
[2024-12-12 13:59:48,680][demucs.solver][INFO] - Valid | Epoch 144 | 10/20 | 4.73 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.069
[2024-12-12 13:59:48,868][demucs.solver][INFO] - Valid | Epoch 144 | 11/20 | 4.77 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.060
[2024-12-12 13:59:49,054][demucs.solver][INFO] - Valid | Epoch 144 | 12/20 | 4.81 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.041
[2024-12-12 13:59:49,239][demucs.solver][INFO] - Valid | Epoch 144 | 13/20 | 4.85 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.038
[2024-12-12 13:59:49,442][demucs.solver][INFO] - Valid | Epoch 144 | 14/20 | 4.86 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.038
[2024-12-12 13:59:49,648][demucs.solver][INFO] - Valid | Epoch 144 | 15/20 | 4.86 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.040
[2024-12-12 13:59:49,855][demucs.solver][INFO] - Valid | Epoch 144 | 16/20 | 4.86 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.041
[2024-12-12 13:59:50,041][demucs.solver][INFO] - Valid | Epoch 144 | 17/20 | 4.88 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.046
[2024-12-12 13:59:50,250][demucs.solver][INFO] - Valid | Epoch 144 | 18/20 | 4.88 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.044
[2024-12-12 13:59:50,421][demucs.solver][INFO] - Valid | Epoch 144 | 19/20 | 4.92 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.049
[2024-12-12 13:59:50,797][demucs.solver][INFO] - Valid Summary | Epoch 144 | Loss=0.5524 | Reco=0.5524 | Nsdr=1.049 | Best=0.5486 | Bname=main
[2024-12-12 13:59:52,202][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 13:59:52,202][demucs.solver][INFO] - Training...
[2024-12-12 14:00:03,055][demucs.solver][INFO] - Train | Epoch 145 | 1/14 | 0.22 it/sec | Loss 0.2289 | Reco 0.2289 | Grad 0.0333
[2024-12-12 14:00:03,693][demucs.solver][INFO] - Train | Epoch 145 | 2/14 | 0.31 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0359
[2024-12-12 14:00:04,330][demucs.solver][INFO] - Train | Epoch 145 | 3/14 | 0.38 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0461
[2024-12-12 14:00:04,973][demucs.solver][INFO] - Train | Epoch 145 | 4/14 | 0.45 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0482
[2024-12-12 14:00:05,614][demucs.solver][INFO] - Train | Epoch 145 | 5/14 | 0.51 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0525
[2024-12-12 14:00:06,253][demucs.solver][INFO] - Train | Epoch 145 | 6/14 | 0.57 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0504
[2024-12-12 14:00:06,889][demucs.solver][INFO] - Train | Epoch 145 | 7/14 | 0.62 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0497
[2024-12-12 14:00:07,525][demucs.solver][INFO] - Train | Epoch 145 | 8/14 | 0.66 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.0519
[2024-12-12 14:00:08,153][demucs.solver][INFO] - Train | Epoch 145 | 9/14 | 0.70 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0538
[2024-12-12 14:00:08,784][demucs.solver][INFO] - Train | Epoch 145 | 10/14 | 0.74 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0526
[2024-12-12 14:00:09,412][demucs.solver][INFO] - Train | Epoch 145 | 11/14 | 0.77 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0535
[2024-12-12 14:00:10,041][demucs.solver][INFO] - Train | Epoch 145 | 12/14 | 0.81 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0517
[2024-12-12 14:00:10,678][demucs.solver][INFO] - Train | Epoch 145 | 13/14 | 0.83 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0520
[2024-12-12 14:00:11,011][demucs.solver][INFO] - Train Summary | Epoch 145 | Loss=0.2475 | Reco=0.2475 | Grad=0.0520
[2024-12-12 14:00:11,011][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:00:11,011][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:00:13,136][demucs.solver][INFO] - Valid | Epoch 145 | 1/20 | 3.23 it/sec | Loss 0.5842 | Reco 0.5842 | Nsdr 1.087
[2024-12-12 14:00:13,316][demucs.solver][INFO] - Valid | Epoch 145 | 2/20 | 3.76 it/sec | Loss 0.4526 | Reco 0.4526 | Nsdr 1.115
[2024-12-12 14:00:13,473][demucs.solver][INFO] - Valid | Epoch 145 | 3/20 | 4.18 it/sec | Loss 0.4993 | Reco 0.4993 | Nsdr 1.127
[2024-12-12 14:00:13,664][demucs.solver][INFO] - Valid | Epoch 145 | 4/20 | 4.36 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.130
[2024-12-12 14:00:13,874][demucs.solver][INFO] - Valid | Epoch 145 | 5/20 | 4.42 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.119
[2024-12-12 14:00:14,046][demucs.solver][INFO] - Valid | Epoch 145 | 6/20 | 4.58 it/sec | Loss 0.5241 | Reco 0.5241 | Nsdr 1.112
[2024-12-12 14:00:14,251][demucs.solver][INFO] - Valid | Epoch 145 | 7/20 | 4.61 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.115
[2024-12-12 14:00:14,407][demucs.solver][INFO] - Valid | Epoch 145 | 8/20 | 4.76 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.112
[2024-12-12 14:00:14,614][demucs.solver][INFO] - Valid | Epoch 145 | 9/20 | 4.77 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.114
[2024-12-12 14:00:14,803][demucs.solver][INFO] - Valid | Epoch 145 | 10/20 | 4.81 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.098
[2024-12-12 14:00:14,995][demucs.solver][INFO] - Valid | Epoch 145 | 11/20 | 4.84 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.089
[2024-12-12 14:00:15,201][demucs.solver][INFO] - Valid | Epoch 145 | 12/20 | 4.84 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.068
[2024-12-12 14:00:15,404][demucs.solver][INFO] - Valid | Epoch 145 | 13/20 | 4.85 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 1.065
[2024-12-12 14:00:15,610][demucs.solver][INFO] - Valid | Epoch 145 | 14/20 | 4.85 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.065
[2024-12-12 14:00:15,797][demucs.solver][INFO] - Valid | Epoch 145 | 15/20 | 4.88 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.067
[2024-12-12 14:00:15,969][demucs.solver][INFO] - Valid | Epoch 145 | 16/20 | 4.93 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.068
[2024-12-12 14:00:16,142][demucs.solver][INFO] - Valid | Epoch 145 | 17/20 | 4.97 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.073
[2024-12-12 14:00:16,336][demucs.solver][INFO] - Valid | Epoch 145 | 18/20 | 4.98 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.072
[2024-12-12 14:00:16,530][demucs.solver][INFO] - Valid | Epoch 145 | 19/20 | 4.98 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.077
[2024-12-12 14:00:16,917][demucs.solver][INFO] - Valid Summary | Epoch 145 | Loss=0.5507 | Reco=0.5507 | Nsdr=1.077 | Best=0.5486 | Bname=main
[2024-12-12 14:00:18,338][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:00:18,338][demucs.solver][INFO] - Training...
[2024-12-12 14:00:27,316][demucs.solver][INFO] - Train | Epoch 146 | 1/14 | 0.27 it/sec | Loss 0.2631 | Reco 0.2631 | Grad 0.1089
[2024-12-12 14:00:27,963][demucs.solver][INFO] - Train | Epoch 146 | 2/14 | 0.37 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.0839
[2024-12-12 14:00:28,603][demucs.solver][INFO] - Train | Epoch 146 | 3/14 | 0.46 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.0695
[2024-12-12 14:00:29,242][demucs.solver][INFO] - Train | Epoch 146 | 4/14 | 0.53 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0606
[2024-12-12 14:00:29,882][demucs.solver][INFO] - Train | Epoch 146 | 5/14 | 0.60 it/sec | Loss 0.2621 | Reco 0.2621 | Grad 0.0597
[2024-12-12 14:00:30,527][demucs.solver][INFO] - Train | Epoch 146 | 6/14 | 0.66 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.0720
[2024-12-12 14:00:31,160][demucs.solver][INFO] - Train | Epoch 146 | 7/14 | 0.71 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.0675
[2024-12-12 14:00:31,795][demucs.solver][INFO] - Train | Epoch 146 | 8/14 | 0.76 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 0.0650
[2024-12-12 14:00:32,428][demucs.solver][INFO] - Train | Epoch 146 | 9/14 | 0.80 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.0629
[2024-12-12 14:00:33,063][demucs.solver][INFO] - Train | Epoch 146 | 10/14 | 0.83 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.0620
[2024-12-12 14:00:33,699][demucs.solver][INFO] - Train | Epoch 146 | 11/14 | 0.87 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0610
[2024-12-12 14:00:34,326][demucs.solver][INFO] - Train | Epoch 146 | 12/14 | 0.90 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0601
[2024-12-12 14:00:34,957][demucs.solver][INFO] - Train | Epoch 146 | 13/14 | 0.93 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0605
[2024-12-12 14:00:35,282][demucs.solver][INFO] - Train Summary | Epoch 146 | Loss=0.2562 | Reco=0.2562 | Grad=0.0605
[2024-12-12 14:00:35,283][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:00:35,283][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:00:37,344][demucs.solver][INFO] - Valid | Epoch 146 | 1/20 | 3.79 it/sec | Loss 0.5853 | Reco 0.5853 | Nsdr 1.071
[2024-12-12 14:00:37,519][demucs.solver][INFO] - Valid | Epoch 146 | 2/20 | 4.26 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.096
[2024-12-12 14:00:37,710][demucs.solver][INFO] - Valid | Epoch 146 | 3/20 | 4.47 it/sec | Loss 0.5004 | Reco 0.5004 | Nsdr 1.109
[2024-12-12 14:00:37,928][demucs.solver][INFO] - Valid | Epoch 146 | 4/20 | 4.50 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.112
[2024-12-12 14:00:38,136][demucs.solver][INFO] - Valid | Epoch 146 | 5/20 | 4.54 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.101
[2024-12-12 14:00:38,327][demucs.solver][INFO] - Valid | Epoch 146 | 6/20 | 4.63 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.094
[2024-12-12 14:00:38,498][demucs.solver][INFO] - Valid | Epoch 146 | 7/20 | 4.76 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.098
[2024-12-12 14:00:38,656][demucs.solver][INFO] - Valid | Epoch 146 | 8/20 | 4.89 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.094
[2024-12-12 14:00:38,844][demucs.solver][INFO] - Valid | Epoch 146 | 9/20 | 4.93 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.096
[2024-12-12 14:00:39,020][demucs.solver][INFO] - Valid | Epoch 146 | 10/20 | 4.99 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.082
[2024-12-12 14:00:39,177][demucs.solver][INFO] - Valid | Epoch 146 | 11/20 | 5.08 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.073
[2024-12-12 14:00:39,389][demucs.solver][INFO] - Valid | Epoch 146 | 12/20 | 5.05 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.053
[2024-12-12 14:00:39,546][demucs.solver][INFO] - Valid | Epoch 146 | 13/20 | 5.13 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.050
[2024-12-12 14:00:39,735][demucs.solver][INFO] - Valid | Epoch 146 | 14/20 | 5.14 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.050
[2024-12-12 14:00:39,910][demucs.solver][INFO] - Valid | Epoch 146 | 15/20 | 5.17 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.052
[2024-12-12 14:00:40,106][demucs.solver][INFO] - Valid | Epoch 146 | 16/20 | 5.17 it/sec | Loss 0.5820 | Reco 0.5820 | Nsdr 1.053
[2024-12-12 14:00:40,315][demucs.solver][INFO] - Valid | Epoch 146 | 17/20 | 5.14 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.058
[2024-12-12 14:00:40,503][demucs.solver][INFO] - Valid | Epoch 146 | 18/20 | 5.15 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.056
[2024-12-12 14:00:40,675][demucs.solver][INFO] - Valid | Epoch 146 | 19/20 | 5.18 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.062
[2024-12-12 14:00:41,059][demucs.solver][INFO] - Valid Summary | Epoch 146 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.062 | Best=0.5486 | Bname=main
[2024-12-12 14:00:42,493][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:00:42,494][demucs.solver][INFO] - Training...
[2024-12-12 14:00:52,536][demucs.solver][INFO] - Train | Epoch 147 | 1/14 | 0.24 it/sec | Loss 0.2621 | Reco 0.2621 | Grad 0.0653
[2024-12-12 14:00:53,175][demucs.solver][INFO] - Train | Epoch 147 | 2/14 | 0.33 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.0732
[2024-12-12 14:00:53,946][demucs.solver][INFO] - Train | Epoch 147 | 3/14 | 0.40 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0720
[2024-12-12 14:00:54,588][demucs.solver][INFO] - Train | Epoch 147 | 4/14 | 0.47 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0916
[2024-12-12 14:00:55,225][demucs.solver][INFO] - Train | Epoch 147 | 5/14 | 0.54 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0857
[2024-12-12 14:00:55,863][demucs.solver][INFO] - Train | Epoch 147 | 6/14 | 0.59 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0862
[2024-12-12 14:00:56,499][demucs.solver][INFO] - Train | Epoch 147 | 7/14 | 0.64 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0808
[2024-12-12 14:00:57,131][demucs.solver][INFO] - Train | Epoch 147 | 8/14 | 0.69 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0734
[2024-12-12 14:00:57,761][demucs.solver][INFO] - Train | Epoch 147 | 9/14 | 0.73 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0722
[2024-12-12 14:00:58,389][demucs.solver][INFO] - Train | Epoch 147 | 10/14 | 0.77 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0665
[2024-12-12 14:00:59,020][demucs.solver][INFO] - Train | Epoch 147 | 11/14 | 0.80 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0639
[2024-12-12 14:00:59,657][demucs.solver][INFO] - Train | Epoch 147 | 12/14 | 0.83 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.0625
[2024-12-12 14:01:00,288][demucs.solver][INFO] - Train | Epoch 147 | 13/14 | 0.86 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0631
[2024-12-12 14:01:00,625][demucs.solver][INFO] - Train Summary | Epoch 147 | Loss=0.2539 | Reco=0.2539 | Grad=0.0631
[2024-12-12 14:01:00,626][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:01:00,626][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:01:02,762][demucs.solver][INFO] - Valid | Epoch 147 | 1/20 | 3.60 it/sec | Loss 0.5856 | Reco 0.5856 | Nsdr 1.068
[2024-12-12 14:01:02,954][demucs.solver][INFO] - Valid | Epoch 147 | 2/20 | 4.01 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 1.091
[2024-12-12 14:01:03,146][demucs.solver][INFO] - Valid | Epoch 147 | 3/20 | 4.25 it/sec | Loss 0.5006 | Reco 0.5006 | Nsdr 1.105
[2024-12-12 14:01:03,354][demucs.solver][INFO] - Valid | Epoch 147 | 4/20 | 4.36 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.108
[2024-12-12 14:01:03,545][demucs.solver][INFO] - Valid | Epoch 147 | 5/20 | 4.48 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.097
[2024-12-12 14:01:03,740][demucs.solver][INFO] - Valid | Epoch 147 | 6/20 | 4.56 it/sec | Loss 0.5256 | Reco 0.5256 | Nsdr 1.090
[2024-12-12 14:01:03,930][demucs.solver][INFO] - Valid | Epoch 147 | 7/20 | 4.64 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.093
[2024-12-12 14:01:04,143][demucs.solver][INFO] - Valid | Epoch 147 | 8/20 | 4.65 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.090
[2024-12-12 14:01:04,318][demucs.solver][INFO] - Valid | Epoch 147 | 9/20 | 4.74 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.092
[2024-12-12 14:01:04,521][demucs.solver][INFO] - Valid | Epoch 147 | 10/20 | 4.75 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.077
[2024-12-12 14:01:04,724][demucs.solver][INFO] - Valid | Epoch 147 | 11/20 | 4.76 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.068
[2024-12-12 14:01:04,913][demucs.solver][INFO] - Valid | Epoch 147 | 12/20 | 4.80 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.048
[2024-12-12 14:01:05,102][demucs.solver][INFO] - Valid | Epoch 147 | 13/20 | 4.83 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.045
[2024-12-12 14:01:05,289][demucs.solver][INFO] - Valid | Epoch 147 | 14/20 | 4.86 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.045
[2024-12-12 14:01:05,482][demucs.solver][INFO] - Valid | Epoch 147 | 15/20 | 4.88 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.047
[2024-12-12 14:01:05,670][demucs.solver][INFO] - Valid | Epoch 147 | 16/20 | 4.91 it/sec | Loss 0.5823 | Reco 0.5823 | Nsdr 1.048
[2024-12-12 14:01:05,877][demucs.solver][INFO] - Valid | Epoch 147 | 17/20 | 4.90 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.054
[2024-12-12 14:01:06,065][demucs.solver][INFO] - Valid | Epoch 147 | 18/20 | 4.92 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.052
[2024-12-12 14:01:06,283][demucs.solver][INFO] - Valid | Epoch 147 | 19/20 | 4.91 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.057
[2024-12-12 14:01:06,675][demucs.solver][INFO] - Valid Summary | Epoch 147 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.057 | Best=0.5486 | Bname=main
[2024-12-12 14:01:08,025][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:01:08,025][demucs.solver][INFO] - Training...
[2024-12-12 14:01:18,380][demucs.solver][INFO] - Train | Epoch 148 | 1/14 | 0.24 it/sec | Loss 0.2244 | Reco 0.2244 | Grad 0.0780
[2024-12-12 14:01:19,021][demucs.solver][INFO] - Train | Epoch 148 | 2/14 | 0.33 it/sec | Loss 0.2325 | Reco 0.2325 | Grad 0.0831
[2024-12-12 14:01:19,661][demucs.solver][INFO] - Train | Epoch 148 | 3/14 | 0.41 it/sec | Loss 0.2333 | Reco 0.2333 | Grad 0.0666
[2024-12-12 14:01:20,302][demucs.solver][INFO] - Train | Epoch 148 | 4/14 | 0.48 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 0.0640
[2024-12-12 14:01:20,945][demucs.solver][INFO] - Train | Epoch 148 | 5/14 | 0.54 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0624
[2024-12-12 14:01:21,578][demucs.solver][INFO] - Train | Epoch 148 | 6/14 | 0.60 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0629
[2024-12-12 14:01:22,222][demucs.solver][INFO] - Train | Epoch 148 | 7/14 | 0.65 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.0633
[2024-12-12 14:01:22,861][demucs.solver][INFO] - Train | Epoch 148 | 8/14 | 0.69 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0649
[2024-12-12 14:01:23,597][demucs.solver][INFO] - Train | Epoch 148 | 9/14 | 0.73 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0641
[2024-12-12 14:01:24,243][demucs.solver][INFO] - Train | Epoch 148 | 10/14 | 0.77 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.0610
[2024-12-12 14:01:24,888][demucs.solver][INFO] - Train | Epoch 148 | 11/14 | 0.80 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0590
[2024-12-12 14:01:25,557][demucs.solver][INFO] - Train | Epoch 148 | 12/14 | 0.83 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0595
[2024-12-12 14:01:26,237][demucs.solver][INFO] - Train | Epoch 148 | 13/14 | 0.86 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0587
[2024-12-12 14:01:26,586][demucs.solver][INFO] - Train Summary | Epoch 148 | Loss=0.2493 | Reco=0.2493 | Grad=0.0587
[2024-12-12 14:01:26,586][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:01:26,586][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:01:29,918][demucs.solver][INFO] - Valid | Epoch 148 | 1/20 | 1.17 it/sec | Loss 0.5840 | Reco 0.5840 | Nsdr 1.092
[2024-12-12 14:01:30,306][demucs.solver][INFO] - Valid | Epoch 148 | 2/20 | 1.43 it/sec | Loss 0.4525 | Reco 0.4525 | Nsdr 1.118
[2024-12-12 14:01:30,592][demucs.solver][INFO] - Valid | Epoch 148 | 3/20 | 1.67 it/sec | Loss 0.4991 | Reco 0.4991 | Nsdr 1.130
[2024-12-12 14:01:30,910][demucs.solver][INFO] - Valid | Epoch 148 | 4/20 | 1.85 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.134
[2024-12-12 14:01:31,202][demucs.solver][INFO] - Valid | Epoch 148 | 5/20 | 2.00 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.122
[2024-12-12 14:01:31,583][demucs.solver][INFO] - Valid | Epoch 148 | 6/20 | 2.07 it/sec | Loss 0.5239 | Reco 0.5239 | Nsdr 1.115
[2024-12-12 14:01:31,884][demucs.solver][INFO] - Valid | Epoch 148 | 7/20 | 2.17 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.118
[2024-12-12 14:01:32,257][demucs.solver][INFO] - Valid | Epoch 148 | 8/20 | 2.22 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.115
[2024-12-12 14:01:32,583][demucs.solver][INFO] - Valid | Epoch 148 | 9/20 | 2.28 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.116
[2024-12-12 14:01:32,898][demucs.solver][INFO] - Valid | Epoch 148 | 10/20 | 2.34 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.102
[2024-12-12 14:01:33,246][demucs.solver][INFO] - Valid | Epoch 148 | 11/20 | 2.38 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.092
[2024-12-12 14:01:33,575][demucs.solver][INFO] - Valid | Epoch 148 | 12/20 | 2.42 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.072
[2024-12-12 14:01:33,744][demucs.solver][INFO] - Valid | Epoch 148 | 13/20 | 2.53 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.068
[2024-12-12 14:01:33,899][demucs.solver][INFO] - Valid | Epoch 148 | 14/20 | 2.63 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.068
[2024-12-12 14:01:34,085][demucs.solver][INFO] - Valid | Epoch 148 | 15/20 | 2.72 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.071
[2024-12-12 14:01:34,287][demucs.solver][INFO] - Valid | Epoch 148 | 16/20 | 2.79 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.072
[2024-12-12 14:01:34,473][demucs.solver][INFO] - Valid | Epoch 148 | 17/20 | 2.87 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.078
[2024-12-12 14:01:34,675][demucs.solver][INFO] - Valid | Epoch 148 | 18/20 | 2.94 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.076
[2024-12-12 14:01:34,864][demucs.solver][INFO] - Valid | Epoch 148 | 19/20 | 3.00 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.081
[2024-12-12 14:01:35,251][demucs.solver][INFO] - Valid Summary | Epoch 148 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.081 | Best=0.5486 | Bname=main
[2024-12-12 14:01:36,658][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:01:36,659][demucs.solver][INFO] - Training...
[2024-12-12 14:01:45,273][demucs.solver][INFO] - Train | Epoch 149 | 1/14 | 0.28 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.0484
[2024-12-12 14:01:45,920][demucs.solver][INFO] - Train | Epoch 149 | 2/14 | 0.39 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0416
[2024-12-12 14:01:46,556][demucs.solver][INFO] - Train | Epoch 149 | 3/14 | 0.48 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0463
[2024-12-12 14:01:47,193][demucs.solver][INFO] - Train | Epoch 149 | 4/14 | 0.55 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 0.0447
[2024-12-12 14:01:47,835][demucs.solver][INFO] - Train | Epoch 149 | 5/14 | 0.62 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.0407
[2024-12-12 14:01:48,474][demucs.solver][INFO] - Train | Epoch 149 | 6/14 | 0.68 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0483
[2024-12-12 14:01:49,115][demucs.solver][INFO] - Train | Epoch 149 | 7/14 | 0.73 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0467
[2024-12-12 14:01:49,757][demucs.solver][INFO] - Train | Epoch 149 | 8/14 | 0.78 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0459
[2024-12-12 14:01:50,397][demucs.solver][INFO] - Train | Epoch 149 | 9/14 | 0.82 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0428
[2024-12-12 14:01:51,047][demucs.solver][INFO] - Train | Epoch 149 | 10/14 | 0.85 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0485
[2024-12-12 14:01:51,675][demucs.solver][INFO] - Train | Epoch 149 | 11/14 | 0.89 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0472
[2024-12-12 14:01:52,306][demucs.solver][INFO] - Train | Epoch 149 | 12/14 | 0.92 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0462
[2024-12-12 14:01:52,935][demucs.solver][INFO] - Train | Epoch 149 | 13/14 | 0.95 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0449
[2024-12-12 14:01:53,257][demucs.solver][INFO] - Train Summary | Epoch 149 | Loss=0.2545 | Reco=0.2545 | Grad=0.0449
[2024-12-12 14:01:53,258][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:01:53,258][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:01:55,635][demucs.solver][INFO] - Valid | Epoch 149 | 1/20 | 2.28 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.096
[2024-12-12 14:01:56,015][demucs.solver][INFO] - Valid | Epoch 149 | 2/20 | 2.39 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 1.122
[2024-12-12 14:01:56,303][demucs.solver][INFO] - Valid | Epoch 149 | 3/20 | 2.59 it/sec | Loss 0.4991 | Reco 0.4991 | Nsdr 1.134
[2024-12-12 14:01:56,475][demucs.solver][INFO] - Valid | Epoch 149 | 4/20 | 2.91 it/sec | Loss 0.5179 | Reco 0.5179 | Nsdr 1.137
[2024-12-12 14:01:56,667][demucs.solver][INFO] - Valid | Epoch 149 | 5/20 | 3.14 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.124
[2024-12-12 14:01:56,858][demucs.solver][INFO] - Valid | Epoch 149 | 6/20 | 3.33 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.118
[2024-12-12 14:01:57,047][demucs.solver][INFO] - Valid | Epoch 149 | 7/20 | 3.50 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.121
[2024-12-12 14:01:57,236][demucs.solver][INFO] - Valid | Epoch 149 | 8/20 | 3.63 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.117
[2024-12-12 14:01:57,414][demucs.solver][INFO] - Valid | Epoch 149 | 9/20 | 3.77 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.119
[2024-12-12 14:01:57,606][demucs.solver][INFO] - Valid | Epoch 149 | 10/20 | 3.86 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.104
[2024-12-12 14:01:57,795][demucs.solver][INFO] - Valid | Epoch 149 | 11/20 | 3.95 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.095
[2024-12-12 14:01:57,986][demucs.solver][INFO] - Valid | Epoch 149 | 12/20 | 4.03 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.075
[2024-12-12 14:01:58,180][demucs.solver][INFO] - Valid | Epoch 149 | 13/20 | 4.09 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.071
[2024-12-12 14:01:58,335][demucs.solver][INFO] - Valid | Epoch 149 | 14/20 | 4.19 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.072
[2024-12-12 14:01:58,549][demucs.solver][INFO] - Valid | Epoch 149 | 15/20 | 4.22 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.074
[2024-12-12 14:01:58,739][demucs.solver][INFO] - Valid | Epoch 149 | 16/20 | 4.27 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.075
[2024-12-12 14:01:58,948][demucs.solver][INFO] - Valid | Epoch 149 | 17/20 | 4.30 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.081
[2024-12-12 14:01:59,137][demucs.solver][INFO] - Valid | Epoch 149 | 18/20 | 4.34 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.079
[2024-12-12 14:01:59,333][demucs.solver][INFO] - Valid | Epoch 149 | 19/20 | 4.37 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.085
[2024-12-12 14:01:59,708][demucs.solver][INFO] - Valid Summary | Epoch 149 | Loss=0.5504 | Reco=0.5504 | Nsdr=1.085 | Best=0.5486 | Bname=main
[2024-12-12 14:02:01,041][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:02:01,041][demucs.solver][INFO] - Training...
[2024-12-12 14:02:10,469][demucs.solver][INFO] - Train | Epoch 150 | 1/14 | 0.25 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.0480
[2024-12-12 14:02:11,138][demucs.solver][INFO] - Train | Epoch 150 | 2/14 | 0.35 it/sec | Loss 0.2685 | Reco 0.2685 | Grad 0.0552
[2024-12-12 14:02:11,913][demucs.solver][INFO] - Train | Epoch 150 | 3/14 | 0.42 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 0.0654
[2024-12-12 14:02:12,660][demucs.solver][INFO] - Train | Epoch 150 | 4/14 | 0.49 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.0708
[2024-12-12 14:02:13,299][demucs.solver][INFO] - Train | Epoch 150 | 5/14 | 0.55 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0691
[2024-12-12 14:02:13,942][demucs.solver][INFO] - Train | Epoch 150 | 6/14 | 0.61 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.0653
[2024-12-12 14:02:14,588][demucs.solver][INFO] - Train | Epoch 150 | 7/14 | 0.66 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0697
[2024-12-12 14:02:15,223][demucs.solver][INFO] - Train | Epoch 150 | 8/14 | 0.71 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0679
[2024-12-12 14:02:15,853][demucs.solver][INFO] - Train | Epoch 150 | 9/14 | 0.75 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0741
[2024-12-12 14:02:16,495][demucs.solver][INFO] - Train | Epoch 150 | 10/14 | 0.78 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0712
[2024-12-12 14:02:17,133][demucs.solver][INFO] - Train | Epoch 150 | 11/14 | 0.82 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0679
[2024-12-12 14:02:17,900][demucs.solver][INFO] - Train | Epoch 150 | 12/14 | 0.84 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0670
[2024-12-12 14:02:18,548][demucs.solver][INFO] - Train | Epoch 150 | 13/14 | 0.87 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0648
[2024-12-12 14:02:18,909][demucs.solver][INFO] - Train Summary | Epoch 150 | Loss=0.2477 | Reco=0.2477 | Grad=0.0648
[2024-12-12 14:02:18,910][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:02:18,910][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:02:22,390][demucs.solver][INFO] - Valid | Epoch 150 | 1/20 | 1.07 it/sec | Loss 0.5833 | Reco 0.5833 | Nsdr 1.100
[2024-12-12 14:02:23,044][demucs.solver][INFO] - Valid | Epoch 150 | 2/20 | 1.19 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 1.125
[2024-12-12 14:02:23,253][demucs.solver][INFO] - Valid | Epoch 150 | 3/20 | 1.47 it/sec | Loss 0.4987 | Reco 0.4987 | Nsdr 1.137
[2024-12-12 14:02:23,447][demucs.solver][INFO] - Valid | Epoch 150 | 4/20 | 1.71 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.142
[2024-12-12 14:02:23,643][demucs.solver][INFO] - Valid | Epoch 150 | 5/20 | 1.92 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.131
[2024-12-12 14:02:23,922][demucs.solver][INFO] - Valid | Epoch 150 | 6/20 | 2.06 it/sec | Loss 0.5232 | Reco 0.5232 | Nsdr 1.126
[2024-12-12 14:02:24,117][demucs.solver][INFO] - Valid | Epoch 150 | 7/20 | 2.23 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.129
[2024-12-12 14:02:24,379][demucs.solver][INFO] - Valid | Epoch 150 | 8/20 | 2.34 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.126
[2024-12-12 14:02:24,750][demucs.solver][INFO] - Valid | Epoch 150 | 9/20 | 2.37 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.128
[2024-12-12 14:02:25,171][demucs.solver][INFO] - Valid | Epoch 150 | 10/20 | 2.37 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.113
[2024-12-12 14:02:25,430][demucs.solver][INFO] - Valid | Epoch 150 | 11/20 | 2.45 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.104
[2024-12-12 14:02:25,746][demucs.solver][INFO] - Valid | Epoch 150 | 12/20 | 2.49 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.084
[2024-12-12 14:02:26,145][demucs.solver][INFO] - Valid | Epoch 150 | 13/20 | 2.49 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.080
[2024-12-12 14:02:26,445][demucs.solver][INFO] - Valid | Epoch 150 | 14/20 | 2.53 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.081
[2024-12-12 14:02:26,659][demucs.solver][INFO] - Valid | Epoch 150 | 15/20 | 2.61 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.083
[2024-12-12 14:02:26,887][demucs.solver][INFO] - Valid | Epoch 150 | 16/20 | 2.67 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.084
[2024-12-12 14:02:27,140][demucs.solver][INFO] - Valid | Epoch 150 | 17/20 | 2.72 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.089
[2024-12-12 14:02:27,362][demucs.solver][INFO] - Valid | Epoch 150 | 18/20 | 2.78 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.086
[2024-12-12 14:02:27,646][demucs.solver][INFO] - Valid | Epoch 150 | 19/20 | 2.81 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.092
[2024-12-12 14:02:28,038][demucs.solver][INFO] - Valid Summary | Epoch 150 | Loss=0.5497 | Reco=0.5497 | Nsdr=1.092 | Best=0.5486 | Bname=main
[2024-12-12 14:02:29,379][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:02:29,379][demucs.solver][INFO] - Training...
[2024-12-12 14:02:37,309][demucs.solver][INFO] - Train | Epoch 151 | 1/14 | 0.31 it/sec | Loss 0.2252 | Reco 0.2252 | Grad 0.0892
[2024-12-12 14:02:38,067][demucs.solver][INFO] - Train | Epoch 151 | 2/14 | 0.42 it/sec | Loss 0.2258 | Reco 0.2258 | Grad 0.0854
[2024-12-12 14:02:40,569][demucs.solver][INFO] - Train | Epoch 151 | 3/14 | 0.41 it/sec | Loss 0.2327 | Reco 0.2327 | Grad 0.0725
[2024-12-12 14:02:41,228][demucs.solver][INFO] - Train | Epoch 151 | 4/14 | 0.49 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 0.0686
[2024-12-12 14:02:41,874][demucs.solver][INFO] - Train | Epoch 151 | 5/14 | 0.55 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 0.0619
[2024-12-12 14:02:42,519][demucs.solver][INFO] - Train | Epoch 151 | 6/14 | 0.60 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.0722
[2024-12-12 14:02:43,165][demucs.solver][INFO] - Train | Epoch 151 | 7/14 | 0.65 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.0709
[2024-12-12 14:02:43,813][demucs.solver][INFO] - Train | Epoch 151 | 8/14 | 0.70 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.0646
[2024-12-12 14:02:44,454][demucs.solver][INFO] - Train | Epoch 151 | 9/14 | 0.74 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0609
[2024-12-12 14:02:45,108][demucs.solver][INFO] - Train | Epoch 151 | 10/14 | 0.78 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.0582
[2024-12-12 14:02:45,754][demucs.solver][INFO] - Train | Epoch 151 | 11/14 | 0.81 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0582
[2024-12-12 14:02:46,402][demucs.solver][INFO] - Train | Epoch 151 | 12/14 | 0.84 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0566
[2024-12-12 14:02:47,467][demucs.solver][INFO] - Train | Epoch 151 | 13/14 | 0.85 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0547
[2024-12-12 14:02:47,824][demucs.solver][INFO] - Train Summary | Epoch 151 | Loss=0.2467 | Reco=0.2467 | Grad=0.0547
[2024-12-12 14:02:47,825][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:02:47,825][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:02:50,001][demucs.solver][INFO] - Valid | Epoch 151 | 1/20 | 3.59 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.110
[2024-12-12 14:02:50,172][demucs.solver][INFO] - Valid | Epoch 151 | 2/20 | 4.12 it/sec | Loss 0.4518 | Reco 0.4518 | Nsdr 1.135
[2024-12-12 14:02:50,376][demucs.solver][INFO] - Valid | Epoch 151 | 3/20 | 4.30 it/sec | Loss 0.4984 | Reco 0.4984 | Nsdr 1.149
[2024-12-12 14:02:50,790][demucs.solver][INFO] - Valid | Epoch 151 | 4/20 | 3.72 it/sec | Loss 0.5172 | Reco 0.5172 | Nsdr 1.152
[2024-12-12 14:02:51,213][demucs.solver][INFO] - Valid | Epoch 151 | 5/20 | 3.39 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.138
[2024-12-12 14:02:51,425][demucs.solver][INFO] - Valid | Epoch 151 | 6/20 | 3.53 it/sec | Loss 0.5231 | Reco 0.5231 | Nsdr 1.131
[2024-12-12 14:02:51,598][demucs.solver][INFO] - Valid | Epoch 151 | 7/20 | 3.72 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.134
[2024-12-12 14:02:51,784][demucs.solver][INFO] - Valid | Epoch 151 | 8/20 | 3.85 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.130
[2024-12-12 14:02:51,981][demucs.solver][INFO] - Valid | Epoch 151 | 9/20 | 3.94 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.132
[2024-12-12 14:02:52,173][demucs.solver][INFO] - Valid | Epoch 151 | 10/20 | 4.03 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.117
[2024-12-12 14:02:52,361][demucs.solver][INFO] - Valid | Epoch 151 | 11/20 | 4.11 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.107
[2024-12-12 14:02:52,516][demucs.solver][INFO] - Valid | Epoch 151 | 12/20 | 4.23 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.087
[2024-12-12 14:02:52,704][demucs.solver][INFO] - Valid | Epoch 151 | 13/20 | 4.29 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.083
[2024-12-12 14:02:52,861][demucs.solver][INFO] - Valid | Epoch 151 | 14/20 | 4.39 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.083
[2024-12-12 14:02:53,053][demucs.solver][INFO] - Valid | Epoch 151 | 15/20 | 4.43 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.085
[2024-12-12 14:02:53,265][demucs.solver][INFO] - Valid | Epoch 151 | 16/20 | 4.45 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.086
[2024-12-12 14:02:53,453][demucs.solver][INFO] - Valid | Epoch 151 | 17/20 | 4.49 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.093
[2024-12-12 14:02:53,648][demucs.solver][INFO] - Valid | Epoch 151 | 18/20 | 4.52 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.091
[2024-12-12 14:02:53,860][demucs.solver][INFO] - Valid | Epoch 151 | 19/20 | 4.53 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.097
[2024-12-12 14:02:54,236][demucs.solver][INFO] - Valid Summary | Epoch 151 | Loss=0.5497 | Reco=0.5497 | Nsdr=1.097 | Best=0.5486 | Bname=main
[2024-12-12 14:02:55,552][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:02:55,552][demucs.solver][INFO] - Training...
[2024-12-12 14:03:01,137][demucs.solver][INFO] - Train | Epoch 152 | 1/14 | 0.51 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 0.0475
[2024-12-12 14:03:03,901][demucs.solver][INFO] - Train | Epoch 152 | 2/14 | 0.45 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.0697
[2024-12-12 14:03:04,542][demucs.solver][INFO] - Train | Epoch 152 | 3/14 | 0.54 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0654
[2024-12-12 14:03:05,182][demucs.solver][INFO] - Train | Epoch 152 | 4/14 | 0.63 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.0586
[2024-12-12 14:03:05,818][demucs.solver][INFO] - Train | Epoch 152 | 5/14 | 0.70 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0521
[2024-12-12 14:03:06,443][demucs.solver][INFO] - Train | Epoch 152 | 6/14 | 0.76 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0487
[2024-12-12 14:03:07,071][demucs.solver][INFO] - Train | Epoch 152 | 7/14 | 0.81 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0496
[2024-12-12 14:03:07,696][demucs.solver][INFO] - Train | Epoch 152 | 8/14 | 0.86 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0565
[2024-12-12 14:03:08,319][demucs.solver][INFO] - Train | Epoch 152 | 9/14 | 0.90 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0619
[2024-12-12 14:03:08,950][demucs.solver][INFO] - Train | Epoch 152 | 10/14 | 0.94 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0646
[2024-12-12 14:03:09,576][demucs.solver][INFO] - Train | Epoch 152 | 11/14 | 0.97 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0685
[2024-12-12 14:03:10,204][demucs.solver][INFO] - Train | Epoch 152 | 12/14 | 1.00 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0685
[2024-12-12 14:03:10,830][demucs.solver][INFO] - Train | Epoch 152 | 13/14 | 1.03 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0733
[2024-12-12 14:03:11,134][demucs.solver][INFO] - Train Summary | Epoch 152 | Loss=0.2533 | Reco=0.2533 | Grad=0.0733
[2024-12-12 14:03:11,135][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:03:11,135][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:03:13,593][demucs.solver][INFO] - Valid | Epoch 152 | 1/20 | 2.21 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.133
[2024-12-12 14:03:13,986][demucs.solver][INFO] - Valid | Epoch 152 | 2/20 | 2.31 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.156
[2024-12-12 14:03:14,372][demucs.solver][INFO] - Valid | Epoch 152 | 3/20 | 2.38 it/sec | Loss 0.4968 | Reco 0.4968 | Nsdr 1.171
[2024-12-12 14:03:15,168][demucs.solver][INFO] - Valid | Epoch 152 | 4/20 | 2.02 it/sec | Loss 0.5153 | Reco 0.5153 | Nsdr 1.177
[2024-12-12 14:03:16,034][demucs.solver][INFO] - Valid | Epoch 152 | 5/20 | 1.79 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.165
[2024-12-12 14:03:16,853][demucs.solver][INFO] - Valid | Epoch 152 | 6/20 | 1.68 it/sec | Loss 0.5210 | Reco 0.5210 | Nsdr 1.159
[2024-12-12 14:03:17,669][demucs.solver][INFO] - Valid | Epoch 152 | 7/20 | 1.61 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.163
[2024-12-12 14:03:18,217][demucs.solver][INFO] - Valid | Epoch 152 | 8/20 | 1.63 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.160
[2024-12-12 14:03:18,607][demucs.solver][INFO] - Valid | Epoch 152 | 9/20 | 1.69 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.163
[2024-12-12 14:03:18,895][demucs.solver][INFO] - Valid | Epoch 152 | 10/20 | 1.77 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.147
[2024-12-12 14:03:19,316][demucs.solver][INFO] - Valid | Epoch 152 | 11/20 | 1.81 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.138
[2024-12-12 14:03:19,690][demucs.solver][INFO] - Valid | Epoch 152 | 12/20 | 1.86 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.117
[2024-12-12 14:03:20,137][demucs.solver][INFO] - Valid | Epoch 152 | 13/20 | 1.88 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.113
[2024-12-12 14:03:20,407][demucs.solver][INFO] - Valid | Epoch 152 | 14/20 | 1.94 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.114
[2024-12-12 14:03:20,740][demucs.solver][INFO] - Valid | Epoch 152 | 15/20 | 1.99 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.116
[2024-12-12 14:03:21,042][demucs.solver][INFO] - Valid | Epoch 152 | 16/20 | 2.03 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.117
[2024-12-12 14:03:21,311][demucs.solver][INFO] - Valid | Epoch 152 | 17/20 | 2.09 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.122
[2024-12-12 14:03:21,724][demucs.solver][INFO] - Valid | Epoch 152 | 18/20 | 2.10 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.120
[2024-12-12 14:03:21,993][demucs.solver][INFO] - Valid | Epoch 152 | 19/20 | 2.15 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.125
[2024-12-12 14:03:22,365][demucs.solver][INFO] - Valid Summary | Epoch 152 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.125 | Best=0.5474 | Bname=main
[2024-12-12 14:03:22,366][demucs.solver][INFO] - New best valid loss 0.5474
[2024-12-12 14:03:24,176][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:03:24,177][demucs.solver][INFO] - Training...
[2024-12-12 14:03:30,533][demucs.solver][INFO] - Train | Epoch 153 | 1/14 | 0.42 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 0.0365
[2024-12-12 14:03:33,868][demucs.solver][INFO] - Train | Epoch 153 | 2/14 | 0.37 it/sec | Loss 0.2633 | Reco 0.2633 | Grad 0.0629
[2024-12-12 14:03:34,508][demucs.solver][INFO] - Train | Epoch 153 | 3/14 | 0.46 it/sec | Loss 0.2673 | Reco 0.2673 | Grad 0.0781
[2024-12-12 14:03:35,148][demucs.solver][INFO] - Train | Epoch 153 | 4/14 | 0.54 it/sec | Loss 0.2673 | Reco 0.2673 | Grad 0.0702
[2024-12-12 14:03:35,791][demucs.solver][INFO] - Train | Epoch 153 | 5/14 | 0.60 it/sec | Loss 0.2605 | Reco 0.2605 | Grad 0.0674
[2024-12-12 14:03:36,428][demucs.solver][INFO] - Train | Epoch 153 | 6/14 | 0.66 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.0629
[2024-12-12 14:03:37,068][demucs.solver][INFO] - Train | Epoch 153 | 7/14 | 0.71 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0628
[2024-12-12 14:03:37,702][demucs.solver][INFO] - Train | Epoch 153 | 8/14 | 0.76 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0623
[2024-12-12 14:03:38,330][demucs.solver][INFO] - Train | Epoch 153 | 9/14 | 0.80 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0595
[2024-12-12 14:03:38,956][demucs.solver][INFO] - Train | Epoch 153 | 10/14 | 0.84 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0563
[2024-12-12 14:03:39,582][demucs.solver][INFO] - Train | Epoch 153 | 11/14 | 0.87 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0588
[2024-12-12 14:03:40,212][demucs.solver][INFO] - Train | Epoch 153 | 12/14 | 0.90 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0607
[2024-12-12 14:03:40,839][demucs.solver][INFO] - Train | Epoch 153 | 13/14 | 0.93 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0626
[2024-12-12 14:03:41,156][demucs.solver][INFO] - Train Summary | Epoch 153 | Loss=0.2492 | Reco=0.2492 | Grad=0.0626
[2024-12-12 14:03:41,156][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:03:41,156][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:03:43,293][demucs.solver][INFO] - Valid | Epoch 153 | 1/20 | 2.95 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.169
[2024-12-12 14:03:43,516][demucs.solver][INFO] - Valid | Epoch 153 | 2/20 | 3.33 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.192
[2024-12-12 14:03:43,951][demucs.solver][INFO] - Valid | Epoch 153 | 3/20 | 2.99 it/sec | Loss 0.4947 | Reco 0.4947 | Nsdr 1.207
[2024-12-12 14:03:44,271][demucs.solver][INFO] - Valid | Epoch 153 | 4/20 | 3.02 it/sec | Loss 0.5131 | Reco 0.5131 | Nsdr 1.212
[2024-12-12 14:03:44,573][demucs.solver][INFO] - Valid | Epoch 153 | 5/20 | 3.06 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.201
[2024-12-12 14:03:44,763][demucs.solver][INFO] - Valid | Epoch 153 | 6/20 | 3.26 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.195
[2024-12-12 14:03:45,135][demucs.solver][INFO] - Valid | Epoch 153 | 7/20 | 3.17 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.198
[2024-12-12 14:03:45,588][demucs.solver][INFO] - Valid | Epoch 153 | 8/20 | 3.03 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.195
[2024-12-12 14:03:45,893][demucs.solver][INFO] - Valid | Epoch 153 | 9/20 | 3.05 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.197
[2024-12-12 14:03:46,205][demucs.solver][INFO] - Valid | Epoch 153 | 10/20 | 3.06 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.181
[2024-12-12 14:03:46,460][demucs.solver][INFO] - Valid | Epoch 153 | 11/20 | 3.12 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.171
[2024-12-12 14:03:46,843][demucs.solver][INFO] - Valid | Epoch 153 | 12/20 | 3.07 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.149
[2024-12-12 14:03:47,162][demucs.solver][INFO] - Valid | Epoch 153 | 13/20 | 3.08 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.145
[2024-12-12 14:03:47,417][demucs.solver][INFO] - Valid | Epoch 153 | 14/20 | 3.12 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.145
[2024-12-12 14:03:48,227][demucs.solver][INFO] - Valid | Epoch 153 | 15/20 | 2.85 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.148
[2024-12-12 14:03:48,778][demucs.solver][INFO] - Valid | Epoch 153 | 16/20 | 2.76 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.149
[2024-12-12 14:03:49,186][demucs.solver][INFO] - Valid | Epoch 153 | 17/20 | 2.74 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.155
[2024-12-12 14:03:49,443][demucs.solver][INFO] - Valid | Epoch 153 | 18/20 | 2.78 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.152
[2024-12-12 14:03:49,870][demucs.solver][INFO] - Valid | Epoch 153 | 19/20 | 2.76 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.158
[2024-12-12 14:03:50,511][demucs.solver][INFO] - Valid Summary | Epoch 153 | Loss=0.5452 | Reco=0.5452 | Nsdr=1.158 | Best=0.5452 | Bname=main
[2024-12-12 14:03:50,511][demucs.solver][INFO] - New best valid loss 0.5452
[2024-12-12 14:03:52,461][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:03:52,461][demucs.solver][INFO] - Training...
[2024-12-12 14:04:00,891][demucs.solver][INFO] - Train | Epoch 154 | 1/14 | 0.29 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0494
[2024-12-12 14:04:01,597][demucs.solver][INFO] - Train | Epoch 154 | 2/14 | 0.40 it/sec | Loss 0.2348 | Reco 0.2348 | Grad 0.0421
[2024-12-12 14:04:02,245][demucs.solver][INFO] - Train | Epoch 154 | 3/14 | 0.49 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.0352
[2024-12-12 14:04:03,044][demucs.solver][INFO] - Train | Epoch 154 | 4/14 | 0.55 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.0353
[2024-12-12 14:04:03,686][demucs.solver][INFO] - Train | Epoch 154 | 5/14 | 0.62 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.0360
[2024-12-12 14:04:04,337][demucs.solver][INFO] - Train | Epoch 154 | 6/14 | 0.68 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0395
[2024-12-12 14:04:05,026][demucs.solver][INFO] - Train | Epoch 154 | 7/14 | 0.73 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0373
[2024-12-12 14:04:05,673][demucs.solver][INFO] - Train | Epoch 154 | 8/14 | 0.77 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0443
[2024-12-12 14:04:06,364][demucs.solver][INFO] - Train | Epoch 154 | 9/14 | 0.81 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0451
[2024-12-12 14:04:07,031][demucs.solver][INFO] - Train | Epoch 154 | 10/14 | 0.84 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0448
[2024-12-12 14:04:07,692][demucs.solver][INFO] - Train | Epoch 154 | 11/14 | 0.88 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0475
[2024-12-12 14:04:08,330][demucs.solver][INFO] - Train | Epoch 154 | 12/14 | 0.91 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.0572
[2024-12-12 14:04:08,979][demucs.solver][INFO] - Train | Epoch 154 | 13/14 | 0.94 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0577
[2024-12-12 14:04:09,310][demucs.solver][INFO] - Train Summary | Epoch 154 | Loss=0.2474 | Reco=0.2474 | Grad=0.0577
[2024-12-12 14:04:09,311][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:04:09,311][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:04:11,425][demucs.solver][INFO] - Valid | Epoch 154 | 1/20 | 3.29 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.142
[2024-12-12 14:04:11,657][demucs.solver][INFO] - Valid | Epoch 154 | 2/20 | 3.57 it/sec | Loss 0.4501 | Reco 0.4501 | Nsdr 1.165
[2024-12-12 14:04:11,850][demucs.solver][INFO] - Valid | Epoch 154 | 3/20 | 3.87 it/sec | Loss 0.4966 | Reco 0.4966 | Nsdr 1.178
[2024-12-12 14:04:12,040][demucs.solver][INFO] - Valid | Epoch 154 | 4/20 | 4.09 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.184
[2024-12-12 14:04:12,216][demucs.solver][INFO] - Valid | Epoch 154 | 5/20 | 4.29 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.172
[2024-12-12 14:04:12,425][demucs.solver][INFO] - Valid | Epoch 154 | 6/20 | 4.35 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.166
[2024-12-12 14:04:12,634][demucs.solver][INFO] - Valid | Epoch 154 | 7/20 | 4.40 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.170
[2024-12-12 14:04:12,827][demucs.solver][INFO] - Valid | Epoch 154 | 8/20 | 4.48 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.167
[2024-12-12 14:04:13,042][demucs.solver][INFO] - Valid | Epoch 154 | 9/20 | 4.49 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.169
[2024-12-12 14:04:13,255][demucs.solver][INFO] - Valid | Epoch 154 | 10/20 | 4.51 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.154
[2024-12-12 14:04:13,462][demucs.solver][INFO] - Valid | Epoch 154 | 11/20 | 4.54 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.144
[2024-12-12 14:04:13,650][demucs.solver][INFO] - Valid | Epoch 154 | 12/20 | 4.59 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.123
[2024-12-12 14:04:13,824][demucs.solver][INFO] - Valid | Epoch 154 | 13/20 | 4.66 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.119
[2024-12-12 14:04:14,012][demucs.solver][INFO] - Valid | Epoch 154 | 14/20 | 4.69 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.119
[2024-12-12 14:04:14,220][demucs.solver][INFO] - Valid | Epoch 154 | 15/20 | 4.70 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.122
[2024-12-12 14:04:14,420][demucs.solver][INFO] - Valid | Epoch 154 | 16/20 | 4.72 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.123
[2024-12-12 14:04:14,626][demucs.solver][INFO] - Valid | Epoch 154 | 17/20 | 4.73 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.129
[2024-12-12 14:04:14,813][demucs.solver][INFO] - Valid | Epoch 154 | 18/20 | 4.75 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.126
[2024-12-12 14:04:14,968][demucs.solver][INFO] - Valid | Epoch 154 | 19/20 | 4.82 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.132
[2024-12-12 14:04:15,397][demucs.solver][INFO] - Valid Summary | Epoch 154 | Loss=0.5472 | Reco=0.5472 | Nsdr=1.132 | Best=0.5452 | Bname=main
[2024-12-12 14:04:16,811][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:04:16,811][demucs.solver][INFO] - Training...
[2024-12-12 14:04:24,860][demucs.solver][INFO] - Train | Epoch 155 | 1/14 | 0.31 it/sec | Loss 0.2680 | Reco 0.2680 | Grad 0.0268
[2024-12-12 14:04:26,034][demucs.solver][INFO] - Train | Epoch 155 | 2/14 | 0.39 it/sec | Loss 0.2654 | Reco 0.2654 | Grad 0.0397
[2024-12-12 14:04:26,668][demucs.solver][INFO] - Train | Epoch 155 | 3/14 | 0.49 it/sec | Loss 0.2679 | Reco 0.2679 | Grad 0.0469
[2024-12-12 14:04:27,301][demucs.solver][INFO] - Train | Epoch 155 | 4/14 | 0.56 it/sec | Loss 0.2661 | Reco 0.2661 | Grad 0.0517
[2024-12-12 14:04:27,937][demucs.solver][INFO] - Train | Epoch 155 | 5/14 | 0.63 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.0601
[2024-12-12 14:04:28,573][demucs.solver][INFO] - Train | Epoch 155 | 6/14 | 0.69 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0542
[2024-12-12 14:04:29,207][demucs.solver][INFO] - Train | Epoch 155 | 7/14 | 0.74 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0604
[2024-12-12 14:04:29,842][demucs.solver][INFO] - Train | Epoch 155 | 8/14 | 0.79 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0561
[2024-12-12 14:04:30,480][demucs.solver][INFO] - Train | Epoch 155 | 9/14 | 0.83 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0630
[2024-12-12 14:04:31,117][demucs.solver][INFO] - Train | Epoch 155 | 10/14 | 0.87 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0635
[2024-12-12 14:04:31,750][demucs.solver][INFO] - Train | Epoch 155 | 11/14 | 0.90 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0620
[2024-12-12 14:04:32,380][demucs.solver][INFO] - Train | Epoch 155 | 12/14 | 0.93 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0624
[2024-12-12 14:04:33,009][demucs.solver][INFO] - Train | Epoch 155 | 13/14 | 0.96 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0677
[2024-12-12 14:04:33,332][demucs.solver][INFO] - Train Summary | Epoch 155 | Loss=0.2515 | Reco=0.2515 | Grad=0.0677
[2024-12-12 14:04:33,332][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:04:33,332][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:04:35,847][demucs.solver][INFO] - Valid | Epoch 155 | 1/20 | 2.00 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.125
[2024-12-12 14:04:36,133][demucs.solver][INFO] - Valid | Epoch 155 | 2/20 | 2.33 it/sec | Loss 0.4506 | Reco 0.4506 | Nsdr 1.148
[2024-12-12 14:04:36,484][demucs.solver][INFO] - Valid | Epoch 155 | 3/20 | 2.44 it/sec | Loss 0.4971 | Reco 0.4971 | Nsdr 1.160
[2024-12-12 14:04:36,903][demucs.solver][INFO] - Valid | Epoch 155 | 4/20 | 2.43 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.167
[2024-12-12 14:04:37,158][demucs.solver][INFO] - Valid | Epoch 155 | 5/20 | 2.59 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.158
[2024-12-12 14:04:37,497][demucs.solver][INFO] - Valid | Epoch 155 | 6/20 | 2.64 it/sec | Loss 0.5213 | Reco 0.5213 | Nsdr 1.153
[2024-12-12 14:04:37,809][demucs.solver][INFO] - Valid | Epoch 155 | 7/20 | 2.70 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.157
[2024-12-12 14:04:38,056][demucs.solver][INFO] - Valid | Epoch 155 | 8/20 | 2.80 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.155
[2024-12-12 14:04:38,265][demucs.solver][INFO] - Valid | Epoch 155 | 9/20 | 2.92 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.158
[2024-12-12 14:04:38,441][demucs.solver][INFO] - Valid | Epoch 155 | 10/20 | 3.06 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.143
[2024-12-12 14:04:38,595][demucs.solver][INFO] - Valid | Epoch 155 | 11/20 | 3.20 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.133
[2024-12-12 14:04:38,810][demucs.solver][INFO] - Valid | Epoch 155 | 12/20 | 3.28 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.113
[2024-12-12 14:04:39,001][demucs.solver][INFO] - Valid | Epoch 155 | 13/20 | 3.37 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.110
[2024-12-12 14:04:39,208][demucs.solver][INFO] - Valid | Epoch 155 | 14/20 | 3.44 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.110
[2024-12-12 14:04:39,398][demucs.solver][INFO] - Valid | Epoch 155 | 15/20 | 3.51 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.113
[2024-12-12 14:04:39,568][demucs.solver][INFO] - Valid | Epoch 155 | 16/20 | 3.60 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.114
[2024-12-12 14:04:39,754][demucs.solver][INFO] - Valid | Epoch 155 | 17/20 | 3.67 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.118
[2024-12-12 14:04:39,944][demucs.solver][INFO] - Valid | Epoch 155 | 18/20 | 3.73 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.115
[2024-12-12 14:04:40,138][demucs.solver][INFO] - Valid | Epoch 155 | 19/20 | 3.78 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.121
[2024-12-12 14:04:40,634][demucs.solver][INFO] - Valid Summary | Epoch 155 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.121 | Best=0.5452 | Bname=main
[2024-12-12 14:04:42,031][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:04:42,032][demucs.solver][INFO] - Training...
[2024-12-12 14:04:49,277][demucs.solver][INFO] - Train | Epoch 156 | 1/14 | 0.36 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.0278
[2024-12-12 14:04:51,655][demucs.solver][INFO] - Train | Epoch 156 | 2/14 | 0.38 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 0.0575
[2024-12-12 14:04:52,637][demucs.solver][INFO] - Train | Epoch 156 | 3/14 | 0.45 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.0506
[2024-12-12 14:04:53,275][demucs.solver][INFO] - Train | Epoch 156 | 4/14 | 0.52 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0547
[2024-12-12 14:04:53,914][demucs.solver][INFO] - Train | Epoch 156 | 5/14 | 0.59 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.0490
[2024-12-12 14:04:54,549][demucs.solver][INFO] - Train | Epoch 156 | 6/14 | 0.65 it/sec | Loss 0.2629 | Reco 0.2629 | Grad 0.0495
[2024-12-12 14:04:55,180][demucs.solver][INFO] - Train | Epoch 156 | 7/14 | 0.70 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.0484
[2024-12-12 14:04:55,808][demucs.solver][INFO] - Train | Epoch 156 | 8/14 | 0.75 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.0490
[2024-12-12 14:04:56,439][demucs.solver][INFO] - Train | Epoch 156 | 9/14 | 0.79 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0512
[2024-12-12 14:04:57,065][demucs.solver][INFO] - Train | Epoch 156 | 10/14 | 0.83 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0514
[2024-12-12 14:04:57,689][demucs.solver][INFO] - Train | Epoch 156 | 11/14 | 0.86 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.0500
[2024-12-12 14:04:58,311][demucs.solver][INFO] - Train | Epoch 156 | 12/14 | 0.89 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0478
[2024-12-12 14:04:58,940][demucs.solver][INFO] - Train | Epoch 156 | 13/14 | 0.92 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0490
[2024-12-12 14:04:59,261][demucs.solver][INFO] - Train Summary | Epoch 156 | Loss=0.2542 | Reco=0.2542 | Grad=0.0490
[2024-12-12 14:04:59,261][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:04:59,261][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:05:01,453][demucs.solver][INFO] - Valid | Epoch 156 | 1/20 | 3.52 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 1.118
[2024-12-12 14:05:01,669][demucs.solver][INFO] - Valid | Epoch 156 | 2/20 | 3.83 it/sec | Loss 0.4516 | Reco 0.4516 | Nsdr 1.142
[2024-12-12 14:05:01,847][demucs.solver][INFO] - Valid | Epoch 156 | 3/20 | 4.16 it/sec | Loss 0.4983 | Reco 0.4983 | Nsdr 1.154
[2024-12-12 14:05:02,024][demucs.solver][INFO] - Valid | Epoch 156 | 4/20 | 4.39 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.155
[2024-12-12 14:05:02,218][demucs.solver][INFO] - Valid | Epoch 156 | 5/20 | 4.50 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.138
[2024-12-12 14:05:02,427][demucs.solver][INFO] - Valid | Epoch 156 | 6/20 | 4.54 it/sec | Loss 0.5231 | Reco 0.5231 | Nsdr 1.132
[2024-12-12 14:05:02,586][demucs.solver][INFO] - Valid | Epoch 156 | 7/20 | 4.70 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.134
[2024-12-12 14:05:02,801][demucs.solver][INFO] - Valid | Epoch 156 | 8/20 | 4.70 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.128
[2024-12-12 14:05:02,997][demucs.solver][INFO] - Valid | Epoch 156 | 9/20 | 4.73 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.128
[2024-12-12 14:05:03,159][demucs.solver][INFO] - Valid | Epoch 156 | 10/20 | 4.84 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.115
[2024-12-12 14:05:03,356][demucs.solver][INFO] - Valid | Epoch 156 | 11/20 | 4.86 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.106
[2024-12-12 14:05:03,562][demucs.solver][INFO] - Valid | Epoch 156 | 12/20 | 4.86 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.086
[2024-12-12 14:05:03,736][demucs.solver][INFO] - Valid | Epoch 156 | 13/20 | 4.91 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.083
[2024-12-12 14:05:03,928][demucs.solver][INFO] - Valid | Epoch 156 | 14/20 | 4.93 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.084
[2024-12-12 14:05:04,102][demucs.solver][INFO] - Valid | Epoch 156 | 15/20 | 4.97 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.086
[2024-12-12 14:05:04,299][demucs.solver][INFO] - Valid | Epoch 156 | 16/20 | 4.98 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.087
[2024-12-12 14:05:04,505][demucs.solver][INFO] - Valid | Epoch 156 | 17/20 | 4.97 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.095
[2024-12-12 14:05:04,691][demucs.solver][INFO] - Valid | Epoch 156 | 18/20 | 4.99 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.093
[2024-12-12 14:05:04,885][demucs.solver][INFO] - Valid | Epoch 156 | 19/20 | 5.00 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.098
[2024-12-12 14:05:05,362][demucs.solver][INFO] - Valid Summary | Epoch 156 | Loss=0.5497 | Reco=0.5497 | Nsdr=1.098 | Best=0.5452 | Bname=main
[2024-12-12 14:05:06,759][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:05:06,760][demucs.solver][INFO] - Training...
[2024-12-12 14:05:16,193][demucs.solver][INFO] - Train | Epoch 157 | 1/14 | 0.26 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 0.1235
[2024-12-12 14:05:16,828][demucs.solver][INFO] - Train | Epoch 157 | 2/14 | 0.36 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.0872
[2024-12-12 14:05:17,466][demucs.solver][INFO] - Train | Epoch 157 | 3/14 | 0.44 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.0761
[2024-12-12 14:05:18,106][demucs.solver][INFO] - Train | Epoch 157 | 4/14 | 0.52 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0769
[2024-12-12 14:05:18,741][demucs.solver][INFO] - Train | Epoch 157 | 5/14 | 0.58 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0700
[2024-12-12 14:05:19,379][demucs.solver][INFO] - Train | Epoch 157 | 6/14 | 0.64 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0740
[2024-12-12 14:05:20,003][demucs.solver][INFO] - Train | Epoch 157 | 7/14 | 0.69 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0683
[2024-12-12 14:05:20,628][demucs.solver][INFO] - Train | Epoch 157 | 8/14 | 0.74 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0666
[2024-12-12 14:05:21,254][demucs.solver][INFO] - Train | Epoch 157 | 9/14 | 0.78 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.0668
[2024-12-12 14:05:21,882][demucs.solver][INFO] - Train | Epoch 157 | 10/14 | 0.82 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0645
[2024-12-12 14:05:22,515][demucs.solver][INFO] - Train | Epoch 157 | 11/14 | 0.85 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0638
[2024-12-12 14:05:23,142][demucs.solver][INFO] - Train | Epoch 157 | 12/14 | 0.89 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0609
[2024-12-12 14:05:23,767][demucs.solver][INFO] - Train | Epoch 157 | 13/14 | 0.91 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0636
[2024-12-12 14:05:24,090][demucs.solver][INFO] - Train Summary | Epoch 157 | Loss=0.2518 | Reco=0.2518 | Grad=0.0636
[2024-12-12 14:05:24,090][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:05:24,090][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:05:26,495][demucs.solver][INFO] - Valid | Epoch 157 | 1/20 | 2.42 it/sec | Loss 0.5841 | Reco 0.5841 | Nsdr 1.091
[2024-12-12 14:05:26,787][demucs.solver][INFO] - Valid | Epoch 157 | 2/20 | 2.68 it/sec | Loss 0.4527 | Reco 0.4527 | Nsdr 1.110
[2024-12-12 14:05:27,091][demucs.solver][INFO] - Valid | Epoch 157 | 3/20 | 2.81 it/sec | Loss 0.4994 | Reco 0.4994 | Nsdr 1.124
[2024-12-12 14:05:27,445][demucs.solver][INFO] - Valid | Epoch 157 | 4/20 | 2.81 it/sec | Loss 0.5182 | Reco 0.5182 | Nsdr 1.130
[2024-12-12 14:05:27,827][demucs.solver][INFO] - Valid | Epoch 157 | 5/20 | 2.78 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.120
[2024-12-12 14:05:28,011][demucs.solver][INFO] - Valid | Epoch 157 | 6/20 | 2.99 it/sec | Loss 0.5240 | Reco 0.5240 | Nsdr 1.114
[2024-12-12 14:05:28,199][demucs.solver][INFO] - Valid | Epoch 157 | 7/20 | 3.16 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.118
[2024-12-12 14:05:28,407][demucs.solver][INFO] - Valid | Epoch 157 | 8/20 | 3.29 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.115
[2024-12-12 14:05:28,601][demucs.solver][INFO] - Valid | Epoch 157 | 9/20 | 3.41 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.117
[2024-12-12 14:05:28,794][demucs.solver][INFO] - Valid | Epoch 157 | 10/20 | 3.52 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.103
[2024-12-12 14:05:28,984][demucs.solver][INFO] - Valid | Epoch 157 | 11/20 | 3.62 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.094
[2024-12-12 14:05:29,180][demucs.solver][INFO] - Valid | Epoch 157 | 12/20 | 3.70 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.074
[2024-12-12 14:05:29,387][demucs.solver][INFO] - Valid | Epoch 157 | 13/20 | 3.76 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.071
[2024-12-12 14:05:29,575][demucs.solver][INFO] - Valid | Epoch 157 | 14/20 | 3.84 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.071
[2024-12-12 14:05:29,729][demucs.solver][INFO] - Valid | Epoch 157 | 15/20 | 3.94 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.074
[2024-12-12 14:05:29,882][demucs.solver][INFO] - Valid | Epoch 157 | 16/20 | 4.03 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.075
[2024-12-12 14:05:30,072][demucs.solver][INFO] - Valid | Epoch 157 | 17/20 | 4.09 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.080
[2024-12-12 14:05:30,265][demucs.solver][INFO] - Valid | Epoch 157 | 18/20 | 4.13 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.077
[2024-12-12 14:05:30,452][demucs.solver][INFO] - Valid | Epoch 157 | 19/20 | 4.18 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.082
[2024-12-12 14:05:30,855][demucs.solver][INFO] - Valid Summary | Epoch 157 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.082 | Best=0.5452 | Bname=main
[2024-12-12 14:05:32,174][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:05:32,174][demucs.solver][INFO] - Training...
[2024-12-12 14:05:40,427][demucs.solver][INFO] - Train | Epoch 158 | 1/14 | 0.30 it/sec | Loss 0.2623 | Reco 0.2623 | Grad 0.0915
[2024-12-12 14:05:41,353][demucs.solver][INFO] - Train | Epoch 158 | 2/14 | 0.40 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 0.0687
[2024-12-12 14:05:41,997][demucs.solver][INFO] - Train | Epoch 158 | 3/14 | 0.49 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0613
[2024-12-12 14:05:42,642][demucs.solver][INFO] - Train | Epoch 158 | 4/14 | 0.57 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.0684
[2024-12-12 14:05:43,288][demucs.solver][INFO] - Train | Epoch 158 | 5/14 | 0.63 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.0617
[2024-12-12 14:05:43,964][demucs.solver][INFO] - Train | Epoch 158 | 6/14 | 0.69 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 0.0641
[2024-12-12 14:05:44,642][demucs.solver][INFO] - Train | Epoch 158 | 7/14 | 0.74 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0634
[2024-12-12 14:05:45,281][demucs.solver][INFO] - Train | Epoch 158 | 8/14 | 0.78 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.0651
[2024-12-12 14:05:45,917][demucs.solver][INFO] - Train | Epoch 158 | 9/14 | 0.83 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.0691
[2024-12-12 14:05:46,548][demucs.solver][INFO] - Train | Epoch 158 | 10/14 | 0.86 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0656
[2024-12-12 14:05:47,177][demucs.solver][INFO] - Train | Epoch 158 | 11/14 | 0.90 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0631
[2024-12-12 14:05:47,808][demucs.solver][INFO] - Train | Epoch 158 | 12/14 | 0.93 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0635
[2024-12-12 14:05:48,435][demucs.solver][INFO] - Train | Epoch 158 | 13/14 | 0.96 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0616
[2024-12-12 14:05:48,763][demucs.solver][INFO] - Train Summary | Epoch 158 | Loss=0.2542 | Reco=0.2542 | Grad=0.0616
[2024-12-12 14:05:48,764][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:05:48,764][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:05:51,031][demucs.solver][INFO] - Valid | Epoch 158 | 1/20 | 3.43 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.110
[2024-12-12 14:05:51,224][demucs.solver][INFO] - Valid | Epoch 158 | 2/20 | 3.86 it/sec | Loss 0.4518 | Reco 0.4518 | Nsdr 1.126
[2024-12-12 14:05:51,385][demucs.solver][INFO] - Valid | Epoch 158 | 3/20 | 4.27 it/sec | Loss 0.4984 | Reco 0.4984 | Nsdr 1.142
[2024-12-12 14:05:51,601][demucs.solver][INFO] - Valid | Epoch 158 | 4/20 | 4.33 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.148
[2024-12-12 14:05:51,757][demucs.solver][INFO] - Valid | Epoch 158 | 5/20 | 4.58 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.138
[2024-12-12 14:05:51,933][demucs.solver][INFO] - Valid | Epoch 158 | 6/20 | 4.71 it/sec | Loss 0.5228 | Reco 0.5228 | Nsdr 1.132
[2024-12-12 14:05:52,143][demucs.solver][INFO] - Valid | Epoch 158 | 7/20 | 4.72 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.136
[2024-12-12 14:05:52,317][demucs.solver][INFO] - Valid | Epoch 158 | 8/20 | 4.81 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.134
[2024-12-12 14:05:52,523][demucs.solver][INFO] - Valid | Epoch 158 | 9/20 | 4.82 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.136
[2024-12-12 14:05:52,730][demucs.solver][INFO] - Valid | Epoch 158 | 10/20 | 4.82 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.121
[2024-12-12 14:05:52,913][demucs.solver][INFO] - Valid | Epoch 158 | 11/20 | 4.86 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.112
[2024-12-12 14:05:53,104][demucs.solver][INFO] - Valid | Epoch 158 | 12/20 | 4.89 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.092
[2024-12-12 14:05:53,287][demucs.solver][INFO] - Valid | Epoch 158 | 13/20 | 4.93 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.088
[2024-12-12 14:05:53,457][demucs.solver][INFO] - Valid | Epoch 158 | 14/20 | 4.98 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.089
[2024-12-12 14:05:53,662][demucs.solver][INFO] - Valid | Epoch 158 | 15/20 | 4.98 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.091
[2024-12-12 14:05:53,833][demucs.solver][INFO] - Valid | Epoch 158 | 16/20 | 5.02 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.092
[2024-12-12 14:05:54,038][demucs.solver][INFO] - Valid | Epoch 158 | 17/20 | 5.01 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.098
[2024-12-12 14:05:54,230][demucs.solver][INFO] - Valid | Epoch 158 | 18/20 | 5.02 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.095
[2024-12-12 14:05:54,416][demucs.solver][INFO] - Valid | Epoch 158 | 19/20 | 5.04 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.100
[2024-12-12 14:05:54,803][demucs.solver][INFO] - Valid Summary | Epoch 158 | Loss=0.5493 | Reco=0.5493 | Nsdr=1.100 | Best=0.5452 | Bname=main
[2024-12-12 14:05:56,212][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:05:56,213][demucs.solver][INFO] - Training...
[2024-12-12 14:06:04,435][demucs.solver][INFO] - Train | Epoch 159 | 1/14 | 0.30 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 0.0447
[2024-12-12 14:06:08,033][demucs.solver][INFO] - Train | Epoch 159 | 2/14 | 0.29 it/sec | Loss 0.2311 | Reco 0.2311 | Grad 0.0411
[2024-12-12 14:06:08,678][demucs.solver][INFO] - Train | Epoch 159 | 3/14 | 0.37 it/sec | Loss 0.2330 | Reco 0.2330 | Grad 0.0414
[2024-12-12 14:06:09,317][demucs.solver][INFO] - Train | Epoch 159 | 4/14 | 0.43 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.0415
[2024-12-12 14:06:09,959][demucs.solver][INFO] - Train | Epoch 159 | 5/14 | 0.49 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0408
[2024-12-12 14:06:10,602][demucs.solver][INFO] - Train | Epoch 159 | 6/14 | 0.55 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0478
[2024-12-12 14:06:11,231][demucs.solver][INFO] - Train | Epoch 159 | 7/14 | 0.59 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0498
[2024-12-12 14:06:11,864][demucs.solver][INFO] - Train | Epoch 159 | 8/14 | 0.64 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0491
[2024-12-12 14:06:12,501][demucs.solver][INFO] - Train | Epoch 159 | 9/14 | 0.68 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0480
[2024-12-12 14:06:13,137][demucs.solver][INFO] - Train | Epoch 159 | 10/14 | 0.72 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.0462
[2024-12-12 14:06:13,774][demucs.solver][INFO] - Train | Epoch 159 | 11/14 | 0.75 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0443
[2024-12-12 14:06:15,487][demucs.solver][INFO] - Train | Epoch 159 | 12/14 | 0.73 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0469
[2024-12-12 14:06:16,116][demucs.solver][INFO] - Train | Epoch 159 | 13/14 | 0.76 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.0515
[2024-12-12 14:06:16,468][demucs.solver][INFO] - Train Summary | Epoch 159 | Loss=0.2550 | Reco=0.2550 | Grad=0.0515
[2024-12-12 14:06:16,468][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:06:16,468][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:06:18,650][demucs.solver][INFO] - Valid | Epoch 159 | 1/20 | 3.56 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.132
[2024-12-12 14:06:18,845][demucs.solver][INFO] - Valid | Epoch 159 | 2/20 | 3.96 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.151
[2024-12-12 14:06:19,004][demucs.solver][INFO] - Valid | Epoch 159 | 3/20 | 4.36 it/sec | Loss 0.4972 | Reco 0.4972 | Nsdr 1.167
[2024-12-12 14:06:19,213][demucs.solver][INFO] - Valid | Epoch 159 | 4/20 | 4.44 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.171
[2024-12-12 14:06:19,429][demucs.solver][INFO] - Valid | Epoch 159 | 5/20 | 4.47 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.156
[2024-12-12 14:06:19,642][demucs.solver][INFO] - Valid | Epoch 159 | 6/20 | 4.50 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.151
[2024-12-12 14:06:19,834][demucs.solver][INFO] - Valid | Epoch 159 | 7/20 | 4.58 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.154
[2024-12-12 14:06:20,028][demucs.solver][INFO] - Valid | Epoch 159 | 8/20 | 4.64 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.149
[2024-12-12 14:06:20,221][demucs.solver][INFO] - Valid | Epoch 159 | 9/20 | 4.69 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.150
[2024-12-12 14:06:20,427][demucs.solver][INFO] - Valid | Epoch 159 | 10/20 | 4.70 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.136
[2024-12-12 14:06:20,621][demucs.solver][INFO] - Valid | Epoch 159 | 11/20 | 4.74 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.127
[2024-12-12 14:06:20,813][demucs.solver][INFO] - Valid | Epoch 159 | 12/20 | 4.77 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.106
[2024-12-12 14:06:20,990][demucs.solver][INFO] - Valid | Epoch 159 | 13/20 | 4.82 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.103
[2024-12-12 14:06:21,182][demucs.solver][INFO] - Valid | Epoch 159 | 14/20 | 4.85 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.103
[2024-12-12 14:06:21,372][demucs.solver][INFO] - Valid | Epoch 159 | 15/20 | 4.87 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.106
[2024-12-12 14:06:21,541][demucs.solver][INFO] - Valid | Epoch 159 | 16/20 | 4.92 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.107
[2024-12-12 14:06:21,752][demucs.solver][INFO] - Valid | Epoch 159 | 17/20 | 4.91 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.114
[2024-12-12 14:06:21,925][demucs.solver][INFO] - Valid | Epoch 159 | 18/20 | 4.95 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.111
[2024-12-12 14:06:22,110][demucs.solver][INFO] - Valid | Epoch 159 | 19/20 | 4.97 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.117
[2024-12-12 14:06:22,552][demucs.solver][INFO] - Valid Summary | Epoch 159 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.117 | Best=0.5452 | Bname=main
[2024-12-12 14:06:23,938][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:06:23,938][demucs.solver][INFO] - Training...
[2024-12-12 14:06:34,081][demucs.solver][INFO] - Train | Epoch 160 | 1/14 | 0.23 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.0761
[2024-12-12 14:06:34,738][demucs.solver][INFO] - Train | Epoch 160 | 2/14 | 0.33 it/sec | Loss 0.2728 | Reco 0.2728 | Grad 0.0700
[2024-12-12 14:06:35,375][demucs.solver][INFO] - Train | Epoch 160 | 3/14 | 0.41 it/sec | Loss 0.2727 | Reco 0.2727 | Grad 0.0670
[2024-12-12 14:06:36,021][demucs.solver][INFO] - Train | Epoch 160 | 4/14 | 0.48 it/sec | Loss 0.2678 | Reco 0.2678 | Grad 0.0687
[2024-12-12 14:06:36,660][demucs.solver][INFO] - Train | Epoch 160 | 5/14 | 0.54 it/sec | Loss 0.2725 | Reco 0.2725 | Grad 0.0617
[2024-12-12 14:06:37,298][demucs.solver][INFO] - Train | Epoch 160 | 6/14 | 0.59 it/sec | Loss 0.2672 | Reco 0.2672 | Grad 0.0606
[2024-12-12 14:06:37,948][demucs.solver][INFO] - Train | Epoch 160 | 7/14 | 0.64 it/sec | Loss 0.2654 | Reco 0.2654 | Grad 0.0556
[2024-12-12 14:06:38,583][demucs.solver][INFO] - Train | Epoch 160 | 8/14 | 0.69 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.0568
[2024-12-12 14:06:39,218][demucs.solver][INFO] - Train | Epoch 160 | 9/14 | 0.73 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.0596
[2024-12-12 14:06:41,096][demucs.solver][INFO] - Train | Epoch 160 | 10/14 | 0.71 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0594
[2024-12-12 14:06:41,725][demucs.solver][INFO] - Train | Epoch 160 | 11/14 | 0.74 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0586
[2024-12-12 14:06:42,353][demucs.solver][INFO] - Train | Epoch 160 | 12/14 | 0.77 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0650
[2024-12-12 14:06:42,983][demucs.solver][INFO] - Train | Epoch 160 | 13/14 | 0.80 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0630
[2024-12-12 14:06:43,317][demucs.solver][INFO] - Train Summary | Epoch 160 | Loss=0.2520 | Reco=0.2520 | Grad=0.0630
[2024-12-12 14:06:43,317][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:06:43,317][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:06:45,929][demucs.solver][INFO] - Valid | Epoch 160 | 1/20 | 1.77 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.106
[2024-12-12 14:06:46,304][demucs.solver][INFO] - Valid | Epoch 160 | 2/20 | 1.99 it/sec | Loss 0.4515 | Reco 0.4515 | Nsdr 1.129
[2024-12-12 14:06:46,675][demucs.solver][INFO] - Valid | Epoch 160 | 3/20 | 2.13 it/sec | Loss 0.4983 | Reco 0.4983 | Nsdr 1.138
[2024-12-12 14:06:47,160][demucs.solver][INFO] - Valid | Epoch 160 | 4/20 | 2.12 it/sec | Loss 0.5169 | Reco 0.5169 | Nsdr 1.145
[2024-12-12 14:06:47,575][demucs.solver][INFO] - Valid | Epoch 160 | 5/20 | 2.16 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.136
[2024-12-12 14:06:47,988][demucs.solver][INFO] - Valid | Epoch 160 | 6/20 | 2.20 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.132
[2024-12-12 14:06:48,318][demucs.solver][INFO] - Valid | Epoch 160 | 7/20 | 2.27 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.135
[2024-12-12 14:06:48,684][demucs.solver][INFO] - Valid | Epoch 160 | 8/20 | 2.32 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.133
[2024-12-12 14:06:48,935][demucs.solver][INFO] - Valid | Epoch 160 | 9/20 | 2.42 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.136
[2024-12-12 14:06:49,218][demucs.solver][INFO] - Valid | Epoch 160 | 10/20 | 2.49 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.121
[2024-12-12 14:06:49,511][demucs.solver][INFO] - Valid | Epoch 160 | 11/20 | 2.55 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.113
[2024-12-12 14:06:49,719][demucs.solver][INFO] - Valid | Epoch 160 | 12/20 | 2.64 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.093
[2024-12-12 14:06:49,909][demucs.solver][INFO] - Valid | Epoch 160 | 13/20 | 2.74 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.091
[2024-12-12 14:06:50,161][demucs.solver][INFO] - Valid | Epoch 160 | 14/20 | 2.80 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.091
[2024-12-12 14:06:50,381][demucs.solver][INFO] - Valid | Epoch 160 | 15/20 | 2.87 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.094
[2024-12-12 14:06:50,622][demucs.solver][INFO] - Valid | Epoch 160 | 16/20 | 2.92 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.095
[2024-12-12 14:06:50,807][demucs.solver][INFO] - Valid | Epoch 160 | 17/20 | 3.00 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.098
[2024-12-12 14:06:51,064][demucs.solver][INFO] - Valid | Epoch 160 | 18/20 | 3.03 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.095
[2024-12-12 14:06:51,353][demucs.solver][INFO] - Valid | Epoch 160 | 19/20 | 3.05 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.101
[2024-12-12 14:06:51,725][demucs.solver][INFO] - Valid Summary | Epoch 160 | Loss=0.5489 | Reco=0.5489 | Nsdr=1.101 | Best=0.5452 | Bname=main
[2024-12-12 14:06:51,725][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:06:51,725][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 14:07:05,142][demucs.evaluate][INFO] - Eval | 1/20 | 0.30 it/sec
[2024-12-12 14:07:08,442][demucs.evaluate][INFO] - Eval | 2/20 | 0.30 it/sec
[2024-12-12 14:07:11,905][demucs.evaluate][INFO] - Eval | 3/20 | 0.30 it/sec
[2024-12-12 14:07:15,356][demucs.evaluate][INFO] - Eval | 4/20 | 0.30 it/sec
[2024-12-12 14:07:18,780][demucs.evaluate][INFO] - Eval | 5/20 | 0.30 it/sec
[2024-12-12 14:07:22,060][demucs.evaluate][INFO] - Eval | 6/20 | 0.30 it/sec
[2024-12-12 14:07:25,614][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 14:07:28,983][demucs.evaluate][INFO] - Eval | 8/20 | 0.30 it/sec
[2024-12-12 14:07:32,283][demucs.evaluate][INFO] - Eval | 9/20 | 0.30 it/sec
[2024-12-12 14:07:35,558][demucs.evaluate][INFO] - Eval | 10/20 | 0.30 it/sec
[2024-12-12 14:07:39,032][demucs.evaluate][INFO] - Eval | 11/20 | 0.30 it/sec
[2024-12-12 14:07:42,303][demucs.evaluate][INFO] - Eval | 12/20 | 0.30 it/sec
[2024-12-12 14:07:45,606][demucs.evaluate][INFO] - Eval | 13/20 | 0.30 it/sec
[2024-12-12 14:07:48,909][demucs.evaluate][INFO] - Eval | 14/20 | 0.30 it/sec
[2024-12-12 14:07:52,300][demucs.evaluate][INFO] - Eval | 15/20 | 0.30 it/sec
[2024-12-12 14:07:55,613][demucs.evaluate][INFO] - Eval | 16/20 | 0.30 it/sec
[2024-12-12 14:07:58,946][demucs.evaluate][INFO] - Eval | 17/20 | 0.30 it/sec
[2024-12-12 14:08:02,286][demucs.evaluate][INFO] - Eval | 18/20 | 0.30 it/sec
[2024-12-12 14:08:05,711][demucs.evaluate][INFO] - Eval | 19/20 | 0.30 it/sec
[2024-12-12 14:08:05,730][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 113.77 it/sec
[2024-12-12 14:08:05,738][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 117.34 it/sec
[2024-12-12 14:08:05,745][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 122.72 it/sec
[2024-12-12 14:08:05,757][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 110.91 it/sec
[2024-12-12 14:08:05,768][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 107.33 it/sec
[2024-12-12 14:08:05,776][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 109.04 it/sec
[2024-12-12 14:08:05,786][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 108.30 it/sec
[2024-12-12 14:08:05,806][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 96.14 it/sec
[2024-12-12 14:08:05,813][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 98.77 it/sec
[2024-12-12 14:08:05,821][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 100.62 it/sec
[2024-12-12 14:08:05,828][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 103.24 it/sec
[2024-12-12 14:08:05,849][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 94.62 it/sec
[2024-12-12 14:08:05,858][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 95.68 it/sec
[2024-12-12 14:08:05,866][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 97.68 it/sec
[2024-12-12 14:08:05,874][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 98.67 it/sec
[2024-12-12 14:08:05,882][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 99.83 it/sec
[2024-12-12 14:08:05,891][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 100.61 it/sec
[2024-12-12 14:08:05,911][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 95.49 it/sec
[2024-12-12 14:08:05,920][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 96.00 it/sec
[2024-12-12 14:08:05,980][demucs.solver][INFO] - Test Summary | Epoch 160 | Nsdr=1.011 | Nsdr_drums=0.998 | Nsdr_bass=1.021 | Nsdr_other=1.017 | Nsdr_vocals=1.007
[2024-12-12 14:08:07,413][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:08:07,414][demucs.solver][INFO] - Training...
[2024-12-12 14:08:15,368][demucs.solver][INFO] - Train | Epoch 161 | 1/14 | 0.32 it/sec | Loss 0.2683 | Reco 0.2683 | Grad 0.0500
[2024-12-12 14:08:16,717][demucs.solver][INFO] - Train | Epoch 161 | 2/14 | 0.39 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0505
[2024-12-12 14:08:17,365][demucs.solver][INFO] - Train | Epoch 161 | 3/14 | 0.48 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.0529
[2024-12-12 14:08:18,008][demucs.solver][INFO] - Train | Epoch 161 | 4/14 | 0.56 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0616
[2024-12-12 14:08:18,651][demucs.solver][INFO] - Train | Epoch 161 | 5/14 | 0.62 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.0600
[2024-12-12 14:08:19,292][demucs.solver][INFO] - Train | Epoch 161 | 6/14 | 0.68 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0582
[2024-12-12 14:08:19,928][demucs.solver][INFO] - Train | Epoch 161 | 7/14 | 0.73 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0538
[2024-12-12 14:08:20,562][demucs.solver][INFO] - Train | Epoch 161 | 8/14 | 0.78 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.0542
[2024-12-12 14:08:21,190][demucs.solver][INFO] - Train | Epoch 161 | 9/14 | 0.82 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.0520
[2024-12-12 14:08:21,819][demucs.solver][INFO] - Train | Epoch 161 | 10/14 | 0.86 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.0530
[2024-12-12 14:08:22,447][demucs.solver][INFO] - Train | Epoch 161 | 11/14 | 0.89 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0532
[2024-12-12 14:08:23,075][demucs.solver][INFO] - Train | Epoch 161 | 12/14 | 0.93 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0534
[2024-12-12 14:08:23,708][demucs.solver][INFO] - Train | Epoch 161 | 13/14 | 0.95 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0520
[2024-12-12 14:08:24,037][demucs.solver][INFO] - Train Summary | Epoch 161 | Loss=0.2570 | Reco=0.2570 | Grad=0.0520
[2024-12-12 14:08:24,038][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:08:24,038][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:08:26,588][demucs.solver][INFO] - Valid | Epoch 161 | 1/20 | 2.11 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.119
[2024-12-12 14:08:27,129][demucs.solver][INFO] - Valid | Epoch 161 | 2/20 | 2.01 it/sec | Loss 0.4516 | Reco 0.4516 | Nsdr 1.134
[2024-12-12 14:08:27,511][demucs.solver][INFO] - Valid | Epoch 161 | 3/20 | 2.14 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.150
[2024-12-12 14:08:27,972][demucs.solver][INFO] - Valid | Epoch 161 | 4/20 | 2.14 it/sec | Loss 0.5169 | Reco 0.5169 | Nsdr 1.155
[2024-12-12 14:08:28,449][demucs.solver][INFO] - Valid | Epoch 161 | 5/20 | 2.13 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.142
[2024-12-12 14:08:28,658][demucs.solver][INFO] - Valid | Epoch 161 | 6/20 | 2.32 it/sec | Loss 0.5226 | Reco 0.5226 | Nsdr 1.137
[2024-12-12 14:08:29,063][demucs.solver][INFO] - Valid | Epoch 161 | 7/20 | 2.34 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.141
[2024-12-12 14:08:29,518][demucs.solver][INFO] - Valid | Epoch 161 | 8/20 | 2.32 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.136
[2024-12-12 14:08:29,945][demucs.solver][INFO] - Valid | Epoch 161 | 9/20 | 2.32 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.138
[2024-12-12 14:08:30,246][demucs.solver][INFO] - Valid | Epoch 161 | 10/20 | 2.39 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.124
[2024-12-12 14:08:30,472][demucs.solver][INFO] - Valid | Epoch 161 | 11/20 | 2.48 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.115
[2024-12-12 14:08:30,658][demucs.solver][INFO] - Valid | Epoch 161 | 12/20 | 2.59 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.094
[2024-12-12 14:08:30,925][demucs.solver][INFO] - Valid | Epoch 161 | 13/20 | 2.65 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.091
[2024-12-12 14:08:31,191][demucs.solver][INFO] - Valid | Epoch 161 | 14/20 | 2.70 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.091
[2024-12-12 14:08:31,421][demucs.solver][INFO] - Valid | Epoch 161 | 15/20 | 2.77 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.094
[2024-12-12 14:08:31,626][demucs.solver][INFO] - Valid | Epoch 161 | 16/20 | 2.84 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.095
[2024-12-12 14:08:31,884][demucs.solver][INFO] - Valid | Epoch 161 | 17/20 | 2.88 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.102
[2024-12-12 14:08:32,096][demucs.solver][INFO] - Valid | Epoch 161 | 18/20 | 2.94 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.098
[2024-12-12 14:08:32,302][demucs.solver][INFO] - Valid | Epoch 161 | 19/20 | 3.00 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.104
[2024-12-12 14:08:32,730][demucs.solver][INFO] - Valid Summary | Epoch 161 | Loss=0.5492 | Reco=0.5492 | Nsdr=1.104 | Best=0.5452 | Bname=main
[2024-12-12 14:08:34,063][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:08:34,063][demucs.solver][INFO] - Training...
[2024-12-12 14:08:43,522][demucs.solver][INFO] - Train | Epoch 162 | 1/14 | 0.25 it/sec | Loss 0.2819 | Reco 0.2819 | Grad 0.0915
[2024-12-12 14:08:44,156][demucs.solver][INFO] - Train | Epoch 162 | 2/14 | 0.35 it/sec | Loss 0.2698 | Reco 0.2698 | Grad 0.0695
[2024-12-12 14:08:44,796][demucs.solver][INFO] - Train | Epoch 162 | 3/14 | 0.44 it/sec | Loss 0.2650 | Reco 0.2650 | Grad 0.0751
[2024-12-12 14:08:45,434][demucs.solver][INFO] - Train | Epoch 162 | 4/14 | 0.51 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0861
[2024-12-12 14:08:46,066][demucs.solver][INFO] - Train | Epoch 162 | 5/14 | 0.58 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.0784
[2024-12-12 14:08:46,710][demucs.solver][INFO] - Train | Epoch 162 | 6/14 | 0.63 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0713
[2024-12-12 14:08:47,341][demucs.solver][INFO] - Train | Epoch 162 | 7/14 | 0.68 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0798
[2024-12-12 14:08:47,974][demucs.solver][INFO] - Train | Epoch 162 | 8/14 | 0.73 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0764
[2024-12-12 14:08:48,600][demucs.solver][INFO] - Train | Epoch 162 | 9/14 | 0.77 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0717
[2024-12-12 14:08:49,229][demucs.solver][INFO] - Train | Epoch 162 | 10/14 | 0.81 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0667
[2024-12-12 14:08:49,862][demucs.solver][INFO] - Train | Epoch 162 | 11/14 | 0.84 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0739
[2024-12-12 14:08:50,495][demucs.solver][INFO] - Train | Epoch 162 | 12/14 | 0.88 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0770
[2024-12-12 14:08:51,122][demucs.solver][INFO] - Train | Epoch 162 | 13/14 | 0.90 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0737
[2024-12-12 14:08:51,438][demucs.solver][INFO] - Train Summary | Epoch 162 | Loss=0.2509 | Reco=0.2509 | Grad=0.0737
[2024-12-12 14:08:51,438][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:08:51,438][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:08:53,930][demucs.solver][INFO] - Valid | Epoch 162 | 1/20 | 2.00 it/sec | Loss 0.5853 | Reco 0.5853 | Nsdr 1.076
[2024-12-12 14:08:54,277][demucs.solver][INFO] - Valid | Epoch 162 | 2/20 | 2.23 it/sec | Loss 0.4537 | Reco 0.4537 | Nsdr 1.094
[2024-12-12 14:08:54,690][demucs.solver][INFO] - Valid | Epoch 162 | 3/20 | 2.28 it/sec | Loss 0.5005 | Reco 0.5005 | Nsdr 1.108
[2024-12-12 14:08:54,913][demucs.solver][INFO] - Valid | Epoch 162 | 4/20 | 2.52 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.113
[2024-12-12 14:08:55,077][demucs.solver][INFO] - Valid | Epoch 162 | 5/20 | 2.80 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.099
[2024-12-12 14:08:55,292][demucs.solver][INFO] - Valid | Epoch 162 | 6/20 | 2.97 it/sec | Loss 0.5255 | Reco 0.5255 | Nsdr 1.096
[2024-12-12 14:08:55,487][demucs.solver][INFO] - Valid | Epoch 162 | 7/20 | 3.13 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.099
[2024-12-12 14:08:55,695][demucs.solver][INFO] - Valid | Epoch 162 | 8/20 | 3.26 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.094
[2024-12-12 14:08:55,884][demucs.solver][INFO] - Valid | Epoch 162 | 9/20 | 3.39 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.095
[2024-12-12 14:08:56,039][demucs.solver][INFO] - Valid | Epoch 162 | 10/20 | 3.54 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.082
[2024-12-12 14:08:56,209][demucs.solver][INFO] - Valid | Epoch 162 | 11/20 | 3.66 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.075
[2024-12-12 14:08:56,418][demucs.solver][INFO] - Valid | Epoch 162 | 12/20 | 3.73 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.056
[2024-12-12 14:08:56,607][demucs.solver][INFO] - Valid | Epoch 162 | 13/20 | 3.81 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.054
[2024-12-12 14:08:56,821][demucs.solver][INFO] - Valid | Epoch 162 | 14/20 | 3.86 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.055
[2024-12-12 14:08:57,033][demucs.solver][INFO] - Valid | Epoch 162 | 15/20 | 3.90 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.057
[2024-12-12 14:08:57,227][demucs.solver][INFO] - Valid | Epoch 162 | 16/20 | 3.96 it/sec | Loss 0.5819 | Reco 0.5819 | Nsdr 1.059
[2024-12-12 14:08:57,416][demucs.solver][INFO] - Valid | Epoch 162 | 17/20 | 4.01 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.063
[2024-12-12 14:08:57,592][demucs.solver][INFO] - Valid | Epoch 162 | 18/20 | 4.08 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.060
[2024-12-12 14:08:57,765][demucs.solver][INFO] - Valid | Epoch 162 | 19/20 | 4.14 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.066
[2024-12-12 14:08:58,264][demucs.solver][INFO] - Valid Summary | Epoch 162 | Loss=0.5519 | Reco=0.5519 | Nsdr=1.066 | Best=0.5452 | Bname=main
[2024-12-12 14:08:59,630][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:08:59,630][demucs.solver][INFO] - Training...
[2024-12-12 14:09:06,842][demucs.solver][INFO] - Train | Epoch 163 | 1/14 | 0.35 it/sec | Loss 0.2275 | Reco 0.2275 | Grad 0.0505
[2024-12-12 14:09:10,349][demucs.solver][INFO] - Train | Epoch 163 | 2/14 | 0.33 it/sec | Loss 0.2199 | Reco 0.2199 | Grad 0.0677
[2024-12-12 14:09:10,983][demucs.solver][INFO] - Train | Epoch 163 | 3/14 | 0.41 it/sec | Loss 0.2237 | Reco 0.2237 | Grad 0.0760
[2024-12-12 14:09:11,619][demucs.solver][INFO] - Train | Epoch 163 | 4/14 | 0.48 it/sec | Loss 0.2203 | Reco 0.2203 | Grad 0.0776
[2024-12-12 14:09:12,261][demucs.solver][INFO] - Train | Epoch 163 | 5/14 | 0.54 it/sec | Loss 0.2270 | Reco 0.2270 | Grad 0.0863
[2024-12-12 14:09:12,901][demucs.solver][INFO] - Train | Epoch 163 | 6/14 | 0.60 it/sec | Loss 0.2342 | Reco 0.2342 | Grad 0.0855
[2024-12-12 14:09:13,543][demucs.solver][INFO] - Train | Epoch 163 | 7/14 | 0.65 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 0.0842
[2024-12-12 14:09:14,170][demucs.solver][INFO] - Train | Epoch 163 | 8/14 | 0.69 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.0806
[2024-12-12 14:09:14,797][demucs.solver][INFO] - Train | Epoch 163 | 9/14 | 0.73 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0849
[2024-12-12 14:09:15,423][demucs.solver][INFO] - Train | Epoch 163 | 10/14 | 0.77 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.0828
[2024-12-12 14:09:16,048][demucs.solver][INFO] - Train | Epoch 163 | 11/14 | 0.81 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.0898
[2024-12-12 14:09:16,679][demucs.solver][INFO] - Train | Epoch 163 | 12/14 | 0.84 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.0858
[2024-12-12 14:09:17,310][demucs.solver][INFO] - Train | Epoch 163 | 13/14 | 0.87 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.0911
[2024-12-12 14:09:17,632][demucs.solver][INFO] - Train Summary | Epoch 163 | Loss=0.2466 | Reco=0.2466 | Grad=0.0911
[2024-12-12 14:09:17,633][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:09:17,633][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:09:20,065][demucs.solver][INFO] - Valid | Epoch 163 | 1/20 | 2.22 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.111
[2024-12-12 14:09:20,426][demucs.solver][INFO] - Valid | Epoch 163 | 2/20 | 2.38 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 1.127
[2024-12-12 14:09:20,785][demucs.solver][INFO] - Valid | Epoch 163 | 3/20 | 2.47 it/sec | Loss 0.4987 | Reco 0.4987 | Nsdr 1.141
[2024-12-12 14:09:21,124][demucs.solver][INFO] - Valid | Epoch 163 | 4/20 | 2.55 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.145
[2024-12-12 14:09:21,332][demucs.solver][INFO] - Valid | Epoch 163 | 5/20 | 2.77 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.132
[2024-12-12 14:09:21,665][demucs.solver][INFO] - Valid | Epoch 163 | 6/20 | 2.80 it/sec | Loss 0.5232 | Reco 0.5232 | Nsdr 1.126
[2024-12-12 14:09:21,896][demucs.solver][INFO] - Valid | Epoch 163 | 7/20 | 2.93 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.130
[2024-12-12 14:09:22,096][demucs.solver][INFO] - Valid | Epoch 163 | 8/20 | 3.07 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.125
[2024-12-12 14:09:22,251][demucs.solver][INFO] - Valid | Epoch 163 | 9/20 | 3.24 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.127
[2024-12-12 14:09:22,446][demucs.solver][INFO] - Valid | Epoch 163 | 10/20 | 3.35 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.112
[2024-12-12 14:09:22,636][demucs.solver][INFO] - Valid | Epoch 163 | 11/20 | 3.46 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.103
[2024-12-12 14:09:22,838][demucs.solver][INFO] - Valid | Epoch 163 | 12/20 | 3.54 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.083
[2024-12-12 14:09:23,033][demucs.solver][INFO] - Valid | Epoch 163 | 13/20 | 3.62 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.080
[2024-12-12 14:09:23,187][demucs.solver][INFO] - Valid | Epoch 163 | 14/20 | 3.73 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.080
[2024-12-12 14:09:23,397][demucs.solver][INFO] - Valid | Epoch 163 | 15/20 | 3.78 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.082
[2024-12-12 14:09:23,588][demucs.solver][INFO] - Valid | Epoch 163 | 16/20 | 3.84 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.083
[2024-12-12 14:09:23,763][demucs.solver][INFO] - Valid | Epoch 163 | 17/20 | 3.91 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.091
[2024-12-12 14:09:23,934][demucs.solver][INFO] - Valid | Epoch 163 | 18/20 | 3.98 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.088
[2024-12-12 14:09:24,109][demucs.solver][INFO] - Valid | Epoch 163 | 19/20 | 4.04 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.093
[2024-12-12 14:09:24,550][demucs.solver][INFO] - Valid Summary | Epoch 163 | Loss=0.5498 | Reco=0.5498 | Nsdr=1.093 | Best=0.5452 | Bname=main
[2024-12-12 14:09:25,886][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:09:25,887][demucs.solver][INFO] - Training...
[2024-12-12 14:09:30,812][demucs.solver][INFO] - Train | Epoch 164 | 1/14 | 0.59 it/sec | Loss 0.2813 | Reco 0.2813 | Grad 0.0532
[2024-12-12 14:09:33,954][demucs.solver][INFO] - Train | Epoch 164 | 2/14 | 0.46 it/sec | Loss 0.2892 | Reco 0.2892 | Grad 0.0495
[2024-12-12 14:09:34,598][demucs.solver][INFO] - Train | Epoch 164 | 3/14 | 0.56 it/sec | Loss 0.2767 | Reco 0.2767 | Grad 0.0460
[2024-12-12 14:09:35,406][demucs.solver][INFO] - Train | Epoch 164 | 4/14 | 0.63 it/sec | Loss 0.2719 | Reco 0.2719 | Grad 0.0412
[2024-12-12 14:09:36,099][demucs.solver][INFO] - Train | Epoch 164 | 5/14 | 0.69 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0618
[2024-12-12 14:09:36,825][demucs.solver][INFO] - Train | Epoch 164 | 6/14 | 0.74 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.0601
[2024-12-12 14:09:38,007][demucs.solver][INFO] - Train | Epoch 164 | 7/14 | 0.76 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 0.0575
[2024-12-12 14:09:38,901][demucs.solver][INFO] - Train | Epoch 164 | 8/14 | 0.78 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.0559
[2024-12-12 14:09:39,533][demucs.solver][INFO] - Train | Epoch 164 | 9/14 | 0.83 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.0522
[2024-12-12 14:09:40,167][demucs.solver][INFO] - Train | Epoch 164 | 10/14 | 0.86 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0511
[2024-12-12 14:09:40,799][demucs.solver][INFO] - Train | Epoch 164 | 11/14 | 0.90 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0511
[2024-12-12 14:09:41,431][demucs.solver][INFO] - Train | Epoch 164 | 12/14 | 0.93 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.0503
[2024-12-12 14:09:42,057][demucs.solver][INFO] - Train | Epoch 164 | 13/14 | 0.96 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0490
[2024-12-12 14:09:42,375][demucs.solver][INFO] - Train Summary | Epoch 164 | Loss=0.2526 | Reco=0.2526 | Grad=0.0490
[2024-12-12 14:09:42,376][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:09:42,376][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:09:44,790][demucs.solver][INFO] - Valid | Epoch 164 | 1/20 | 2.89 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.121
[2024-12-12 14:09:45,028][demucs.solver][INFO] - Valid | Epoch 164 | 2/20 | 3.22 it/sec | Loss 0.4513 | Reco 0.4513 | Nsdr 1.136
[2024-12-12 14:09:45,269][demucs.solver][INFO] - Valid | Epoch 164 | 3/20 | 3.41 it/sec | Loss 0.4978 | Reco 0.4978 | Nsdr 1.150
[2024-12-12 14:09:45,548][demucs.solver][INFO] - Valid | Epoch 164 | 4/20 | 3.45 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.157
[2024-12-12 14:09:45,792][demucs.solver][INFO] - Valid | Epoch 164 | 5/20 | 3.54 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.148
[2024-12-12 14:09:45,976][demucs.solver][INFO] - Valid | Epoch 164 | 6/20 | 3.73 it/sec | Loss 0.5220 | Reco 0.5220 | Nsdr 1.142
[2024-12-12 14:09:46,236][demucs.solver][INFO] - Valid | Epoch 164 | 7/20 | 3.74 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.146
[2024-12-12 14:09:46,418][demucs.solver][INFO] - Valid | Epoch 164 | 8/20 | 3.88 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.143
[2024-12-12 14:09:46,738][demucs.solver][INFO] - Valid | Epoch 164 | 9/20 | 3.79 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.146
[2024-12-12 14:09:47,432][demucs.solver][INFO] - Valid | Epoch 164 | 10/20 | 3.30 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.131
[2024-12-12 14:09:47,654][demucs.solver][INFO] - Valid | Epoch 164 | 11/20 | 3.37 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.121
[2024-12-12 14:09:47,880][demucs.solver][INFO] - Valid | Epoch 164 | 12/20 | 3.44 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.101
[2024-12-12 14:09:48,085][demucs.solver][INFO] - Valid | Epoch 164 | 13/20 | 3.51 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.098
[2024-12-12 14:09:48,252][demucs.solver][INFO] - Valid | Epoch 164 | 14/20 | 3.61 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.098
[2024-12-12 14:09:48,436][demucs.solver][INFO] - Valid | Epoch 164 | 15/20 | 3.69 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.101
[2024-12-12 14:09:48,659][demucs.solver][INFO] - Valid | Epoch 164 | 16/20 | 3.73 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.102
[2024-12-12 14:09:48,837][demucs.solver][INFO] - Valid | Epoch 164 | 17/20 | 3.80 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.108
[2024-12-12 14:09:49,041][demucs.solver][INFO] - Valid | Epoch 164 | 18/20 | 3.84 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.104
[2024-12-12 14:09:49,229][demucs.solver][INFO] - Valid | Epoch 164 | 19/20 | 3.90 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.109
[2024-12-12 14:09:49,829][demucs.solver][INFO] - Valid Summary | Epoch 164 | Loss=0.5485 | Reco=0.5485 | Nsdr=1.109 | Best=0.5452 | Bname=main
[2024-12-12 14:09:51,264][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:09:51,265][demucs.solver][INFO] - Training...
[2024-12-12 14:10:02,289][demucs.solver][INFO] - Train | Epoch 165 | 1/14 | 0.21 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.0441
[2024-12-12 14:10:02,938][demucs.solver][INFO] - Train | Epoch 165 | 2/14 | 0.30 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0506
[2024-12-12 14:10:03,582][demucs.solver][INFO] - Train | Epoch 165 | 3/14 | 0.37 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.0426
[2024-12-12 14:10:04,478][demucs.solver][INFO] - Train | Epoch 165 | 4/14 | 0.43 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0517
[2024-12-12 14:10:05,138][demucs.solver][INFO] - Train | Epoch 165 | 5/14 | 0.49 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.0511
[2024-12-12 14:10:05,808][demucs.solver][INFO] - Train | Epoch 165 | 6/14 | 0.54 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0562
[2024-12-12 14:10:06,480][demucs.solver][INFO] - Train | Epoch 165 | 7/14 | 0.58 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.0601
[2024-12-12 14:10:07,294][demucs.solver][INFO] - Train | Epoch 165 | 8/14 | 0.62 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0553
[2024-12-12 14:10:07,932][demucs.solver][INFO] - Train | Epoch 165 | 9/14 | 0.66 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0633
[2024-12-12 14:10:08,561][demucs.solver][INFO] - Train | Epoch 165 | 10/14 | 0.70 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0712
[2024-12-12 14:10:09,192][demucs.solver][INFO] - Train | Epoch 165 | 11/14 | 0.73 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0720
[2024-12-12 14:10:09,820][demucs.solver][INFO] - Train | Epoch 165 | 12/14 | 0.76 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0714
[2024-12-12 14:10:10,451][demucs.solver][INFO] - Train | Epoch 165 | 13/14 | 0.79 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0682
[2024-12-12 14:10:10,821][demucs.solver][INFO] - Train Summary | Epoch 165 | Loss=0.2514 | Reco=0.2514 | Grad=0.0682
[2024-12-12 14:10:10,821][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:10:10,821][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:10:12,997][demucs.solver][INFO] - Valid | Epoch 165 | 1/20 | 3.01 it/sec | Loss 0.5809 | Reco 0.5809 | Nsdr 1.141
[2024-12-12 14:10:13,179][demucs.solver][INFO] - Valid | Epoch 165 | 2/20 | 3.55 it/sec | Loss 0.4506 | Reco 0.4506 | Nsdr 1.155
[2024-12-12 14:10:13,354][demucs.solver][INFO] - Valid | Epoch 165 | 3/20 | 3.92 it/sec | Loss 0.4971 | Reco 0.4971 | Nsdr 1.171
[2024-12-12 14:10:13,530][demucs.solver][INFO] - Valid | Epoch 165 | 4/20 | 4.18 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.179
[2024-12-12 14:10:13,741][demucs.solver][INFO] - Valid | Epoch 165 | 5/20 | 4.26 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.168
[2024-12-12 14:10:13,933][demucs.solver][INFO] - Valid | Epoch 165 | 6/20 | 4.37 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.163
[2024-12-12 14:10:14,095][demucs.solver][INFO] - Valid | Epoch 165 | 7/20 | 4.54 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.167
[2024-12-12 14:10:14,285][demucs.solver][INFO] - Valid | Epoch 165 | 8/20 | 4.61 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.164
[2024-12-12 14:10:14,471][demucs.solver][INFO] - Valid | Epoch 165 | 9/20 | 4.68 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.166
[2024-12-12 14:10:14,664][demucs.solver][INFO] - Valid | Epoch 165 | 10/20 | 4.72 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.151
[2024-12-12 14:10:14,853][demucs.solver][INFO] - Valid | Epoch 165 | 11/20 | 4.76 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.142
[2024-12-12 14:10:15,024][demucs.solver][INFO] - Valid | Epoch 165 | 12/20 | 4.83 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.121
[2024-12-12 14:10:15,227][demucs.solver][INFO] - Valid | Epoch 165 | 13/20 | 4.84 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.118
[2024-12-12 14:10:15,437][demucs.solver][INFO] - Valid | Epoch 165 | 14/20 | 4.83 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.119
[2024-12-12 14:10:15,628][demucs.solver][INFO] - Valid | Epoch 165 | 15/20 | 4.86 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.122
[2024-12-12 14:10:15,838][demucs.solver][INFO] - Valid | Epoch 165 | 16/20 | 4.85 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.123
[2024-12-12 14:10:16,049][demucs.solver][INFO] - Valid | Epoch 165 | 17/20 | 4.84 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.128
[2024-12-12 14:10:16,208][demucs.solver][INFO] - Valid | Epoch 165 | 18/20 | 4.90 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.125
[2024-12-12 14:10:16,395][demucs.solver][INFO] - Valid | Epoch 165 | 19/20 | 4.92 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.130
[2024-12-12 14:10:16,763][demucs.solver][INFO] - Valid Summary | Epoch 165 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.130 | Best=0.5452 | Bname=main
[2024-12-12 14:10:18,202][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:10:18,202][demucs.solver][INFO] - Training...
[2024-12-12 14:10:26,581][demucs.solver][INFO] - Train | Epoch 166 | 1/14 | 0.29 it/sec | Loss 0.2272 | Reco 0.2272 | Grad 0.0629
[2024-12-12 14:10:27,221][demucs.solver][INFO] - Train | Epoch 166 | 2/14 | 0.40 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.0498
[2024-12-12 14:10:27,931][demucs.solver][INFO] - Train | Epoch 166 | 3/14 | 0.49 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.0572
[2024-12-12 14:10:28,569][demucs.solver][INFO] - Train | Epoch 166 | 4/14 | 0.56 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.0791
[2024-12-12 14:10:29,204][demucs.solver][INFO] - Train | Epoch 166 | 5/14 | 0.63 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0760
[2024-12-12 14:10:29,833][demucs.solver][INFO] - Train | Epoch 166 | 6/14 | 0.69 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0683
[2024-12-12 14:10:30,466][demucs.solver][INFO] - Train | Epoch 166 | 7/14 | 0.74 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0652
[2024-12-12 14:10:31,101][demucs.solver][INFO] - Train | Epoch 166 | 8/14 | 0.79 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0701
[2024-12-12 14:10:31,740][demucs.solver][INFO] - Train | Epoch 166 | 9/14 | 0.83 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0673
[2024-12-12 14:10:32,377][demucs.solver][INFO] - Train | Epoch 166 | 10/14 | 0.87 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0640
[2024-12-12 14:10:33,021][demucs.solver][INFO] - Train | Epoch 166 | 11/14 | 0.90 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0621
[2024-12-12 14:10:33,659][demucs.solver][INFO] - Train | Epoch 166 | 12/14 | 0.93 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0588
[2024-12-12 14:10:34,821][demucs.solver][INFO] - Train | Epoch 166 | 13/14 | 0.93 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0613
[2024-12-12 14:10:35,160][demucs.solver][INFO] - Train Summary | Epoch 166 | Loss=0.2529 | Reco=0.2529 | Grad=0.0613
[2024-12-12 14:10:35,161][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:10:35,161][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:10:37,474][demucs.solver][INFO] - Valid | Epoch 166 | 1/20 | 2.93 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.144
[2024-12-12 14:10:37,664][demucs.solver][INFO] - Valid | Epoch 166 | 2/20 | 3.44 it/sec | Loss 0.4506 | Reco 0.4506 | Nsdr 1.160
[2024-12-12 14:10:37,820][demucs.solver][INFO] - Valid | Epoch 166 | 3/20 | 3.89 it/sec | Loss 0.4971 | Reco 0.4971 | Nsdr 1.176
[2024-12-12 14:10:38,028][demucs.solver][INFO] - Valid | Epoch 166 | 4/20 | 4.05 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.181
[2024-12-12 14:10:38,220][demucs.solver][INFO] - Valid | Epoch 166 | 5/20 | 4.20 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.167
[2024-12-12 14:10:38,399][demucs.solver][INFO] - Valid | Epoch 166 | 6/20 | 4.36 it/sec | Loss 0.5215 | Reco 0.5215 | Nsdr 1.161
[2024-12-12 14:10:38,573][demucs.solver][INFO] - Valid | Epoch 166 | 7/20 | 4.49 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.165
[2024-12-12 14:10:38,776][demucs.solver][INFO] - Valid | Epoch 166 | 8/20 | 4.54 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.160
[2024-12-12 14:10:38,972][demucs.solver][INFO] - Valid | Epoch 166 | 9/20 | 4.59 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.163
[2024-12-12 14:10:39,147][demucs.solver][INFO] - Valid | Epoch 166 | 10/20 | 4.67 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.148
[2024-12-12 14:10:39,319][demucs.solver][INFO] - Valid | Epoch 166 | 11/20 | 4.75 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.139
[2024-12-12 14:10:39,529][demucs.solver][INFO] - Valid | Epoch 166 | 12/20 | 4.75 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.118
[2024-12-12 14:10:39,681][demucs.solver][INFO] - Valid | Epoch 166 | 13/20 | 4.85 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.115
[2024-12-12 14:10:39,872][demucs.solver][INFO] - Valid | Epoch 166 | 14/20 | 4.87 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.115
[2024-12-12 14:10:40,088][demucs.solver][INFO] - Valid | Epoch 166 | 15/20 | 4.85 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.118
[2024-12-12 14:10:40,284][demucs.solver][INFO] - Valid | Epoch 166 | 16/20 | 4.87 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.119
[2024-12-12 14:10:40,459][demucs.solver][INFO] - Valid | Epoch 166 | 17/20 | 4.91 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.126
[2024-12-12 14:10:40,646][demucs.solver][INFO] - Valid | Epoch 166 | 18/20 | 4.93 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.123
[2024-12-12 14:10:40,853][demucs.solver][INFO] - Valid | Epoch 166 | 19/20 | 4.93 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.128
[2024-12-12 14:10:41,229][demucs.solver][INFO] - Valid Summary | Epoch 166 | Loss=0.5479 | Reco=0.5479 | Nsdr=1.128 | Best=0.5452 | Bname=main
[2024-12-12 14:10:42,554][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:10:42,555][demucs.solver][INFO] - Training...
[2024-12-12 14:10:49,163][demucs.solver][INFO] - Train | Epoch 167 | 1/14 | 0.40 it/sec | Loss 0.2653 | Reco 0.2653 | Grad 0.0765
[2024-12-12 14:10:49,817][demucs.solver][INFO] - Train | Epoch 167 | 2/14 | 0.53 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.0719
[2024-12-12 14:10:50,464][demucs.solver][INFO] - Train | Epoch 167 | 3/14 | 0.64 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0669
[2024-12-12 14:10:51,120][demucs.solver][INFO] - Train | Epoch 167 | 4/14 | 0.72 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.0626
[2024-12-12 14:10:51,761][demucs.solver][INFO] - Train | Epoch 167 | 5/14 | 0.79 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0698
[2024-12-12 14:10:52,398][demucs.solver][INFO] - Train | Epoch 167 | 6/14 | 0.85 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0686
[2024-12-12 14:10:53,038][demucs.solver][INFO] - Train | Epoch 167 | 7/14 | 0.90 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0634
[2024-12-12 14:10:53,680][demucs.solver][INFO] - Train | Epoch 167 | 8/14 | 0.95 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0638
[2024-12-12 14:10:54,320][demucs.solver][INFO] - Train | Epoch 167 | 9/14 | 0.99 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 0.0663
[2024-12-12 14:10:54,958][demucs.solver][INFO] - Train | Epoch 167 | 10/14 | 1.02 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.0635
[2024-12-12 14:10:55,588][demucs.solver][INFO] - Train | Epoch 167 | 11/14 | 1.05 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.0601
[2024-12-12 14:10:56,217][demucs.solver][INFO] - Train | Epoch 167 | 12/14 | 1.08 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0598
[2024-12-12 14:10:56,846][demucs.solver][INFO] - Train | Epoch 167 | 13/14 | 1.11 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.0647
[2024-12-12 14:10:57,193][demucs.solver][INFO] - Train Summary | Epoch 167 | Loss=0.2544 | Reco=0.2544 | Grad=0.0647
[2024-12-12 14:10:57,193][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:10:57,193][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:10:59,353][demucs.solver][INFO] - Valid | Epoch 167 | 1/20 | 3.48 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.148
[2024-12-12 14:10:59,569][demucs.solver][INFO] - Valid | Epoch 167 | 2/20 | 3.79 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.168
[2024-12-12 14:10:59,747][demucs.solver][INFO] - Valid | Epoch 167 | 3/20 | 4.12 it/sec | Loss 0.4961 | Reco 0.4961 | Nsdr 1.180
[2024-12-12 14:10:59,941][demucs.solver][INFO] - Valid | Epoch 167 | 4/20 | 4.30 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.189
[2024-12-12 14:11:00,167][demucs.solver][INFO] - Valid | Epoch 167 | 5/20 | 4.32 it/sec | Loss 0.5350 | Reco 0.5350 | Nsdr 1.180
[2024-12-12 14:11:00,362][demucs.solver][INFO] - Valid | Epoch 167 | 6/20 | 4.42 it/sec | Loss 0.5198 | Reco 0.5198 | Nsdr 1.177
[2024-12-12 14:11:00,519][demucs.solver][INFO] - Valid | Epoch 167 | 7/20 | 4.59 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.181
[2024-12-12 14:11:00,727][demucs.solver][INFO] - Valid | Epoch 167 | 8/20 | 4.62 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.179
[2024-12-12 14:11:00,918][demucs.solver][INFO] - Valid | Epoch 167 | 9/20 | 4.67 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.183
[2024-12-12 14:11:01,110][demucs.solver][INFO] - Valid | Epoch 167 | 10/20 | 4.72 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.168
[2024-12-12 14:11:01,311][demucs.solver][INFO] - Valid | Epoch 167 | 11/20 | 4.74 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.158
[2024-12-12 14:11:01,486][demucs.solver][INFO] - Valid | Epoch 167 | 12/20 | 4.80 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.138
[2024-12-12 14:11:01,674][demucs.solver][INFO] - Valid | Epoch 167 | 13/20 | 4.83 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.135
[2024-12-12 14:11:01,863][demucs.solver][INFO] - Valid | Epoch 167 | 14/20 | 4.86 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.136
[2024-12-12 14:11:02,043][demucs.solver][INFO] - Valid | Epoch 167 | 15/20 | 4.90 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.139
[2024-12-12 14:11:02,234][demucs.solver][INFO] - Valid | Epoch 167 | 16/20 | 4.92 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.140
[2024-12-12 14:11:02,437][demucs.solver][INFO] - Valid | Epoch 167 | 17/20 | 4.92 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.143
[2024-12-12 14:11:02,625][demucs.solver][INFO] - Valid | Epoch 167 | 18/20 | 4.94 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.139
[2024-12-12 14:11:02,815][demucs.solver][INFO] - Valid | Epoch 167 | 19/20 | 4.95 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.145
[2024-12-12 14:11:03,229][demucs.solver][INFO] - Valid Summary | Epoch 167 | Loss=0.5461 | Reco=0.5461 | Nsdr=1.145 | Best=0.5452 | Bname=main
[2024-12-12 14:11:04,562][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:11:04,563][demucs.solver][INFO] - Training...
[2024-12-12 14:11:13,094][demucs.solver][INFO] - Train | Epoch 168 | 1/14 | 0.29 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0635
[2024-12-12 14:11:13,742][demucs.solver][INFO] - Train | Epoch 168 | 2/14 | 0.39 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0643
[2024-12-12 14:11:14,388][demucs.solver][INFO] - Train | Epoch 168 | 3/14 | 0.48 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.0753
[2024-12-12 14:11:15,026][demucs.solver][INFO] - Train | Epoch 168 | 4/14 | 0.56 it/sec | Loss 0.2637 | Reco 0.2637 | Grad 0.0732
[2024-12-12 14:11:15,665][demucs.solver][INFO] - Train | Epoch 168 | 5/14 | 0.63 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.0732
[2024-12-12 14:11:16,307][demucs.solver][INFO] - Train | Epoch 168 | 6/14 | 0.68 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0777
[2024-12-12 14:11:16,948][demucs.solver][INFO] - Train | Epoch 168 | 7/14 | 0.74 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0723
[2024-12-12 14:11:17,578][demucs.solver][INFO] - Train | Epoch 168 | 8/14 | 0.78 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0680
[2024-12-12 14:11:18,209][demucs.solver][INFO] - Train | Epoch 168 | 9/14 | 0.82 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0754
[2024-12-12 14:11:18,837][demucs.solver][INFO] - Train | Epoch 168 | 10/14 | 0.86 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0716
[2024-12-12 14:11:19,467][demucs.solver][INFO] - Train | Epoch 168 | 11/14 | 0.90 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0698
[2024-12-12 14:11:20,095][demucs.solver][INFO] - Train | Epoch 168 | 12/14 | 0.93 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0660
[2024-12-12 14:11:20,723][demucs.solver][INFO] - Train | Epoch 168 | 13/14 | 0.96 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0661
[2024-12-12 14:11:21,052][demucs.solver][INFO] - Train Summary | Epoch 168 | Loss=0.2535 | Reco=0.2535 | Grad=0.0661
[2024-12-12 14:11:21,052][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:11:21,052][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:11:23,395][demucs.solver][INFO] - Valid | Epoch 168 | 1/20 | 2.35 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.131
[2024-12-12 14:11:23,720][demucs.solver][INFO] - Valid | Epoch 168 | 2/20 | 2.55 it/sec | Loss 0.4513 | Reco 0.4513 | Nsdr 1.142
[2024-12-12 14:11:23,985][demucs.solver][INFO] - Valid | Epoch 168 | 3/20 | 2.78 it/sec | Loss 0.4977 | Reco 0.4977 | Nsdr 1.160
[2024-12-12 14:11:24,192][demucs.solver][INFO] - Valid | Epoch 168 | 4/20 | 3.03 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.166
[2024-12-12 14:11:24,750][demucs.solver][INFO] - Valid | Epoch 168 | 5/20 | 2.72 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.151
[2024-12-12 14:11:25,146][demucs.solver][INFO] - Valid | Epoch 168 | 6/20 | 2.69 it/sec | Loss 0.5223 | Reco 0.5223 | Nsdr 1.147
[2024-12-12 14:11:25,507][demucs.solver][INFO] - Valid | Epoch 168 | 7/20 | 2.70 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.151
[2024-12-12 14:11:25,861][demucs.solver][INFO] - Valid | Epoch 168 | 8/20 | 2.71 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.145
[2024-12-12 14:11:26,297][demucs.solver][INFO] - Valid | Epoch 168 | 9/20 | 2.66 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.146
[2024-12-12 14:11:26,479][demucs.solver][INFO] - Valid | Epoch 168 | 10/20 | 2.80 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.133
[2024-12-12 14:11:26,672][demucs.solver][INFO] - Valid | Epoch 168 | 11/20 | 2.91 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.124
[2024-12-12 14:11:26,881][demucs.solver][INFO] - Valid | Epoch 168 | 12/20 | 3.00 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.104
[2024-12-12 14:11:27,072][demucs.solver][INFO] - Valid | Epoch 168 | 13/20 | 3.09 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.101
[2024-12-12 14:11:27,282][demucs.solver][INFO] - Valid | Epoch 168 | 14/20 | 3.17 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.102
[2024-12-12 14:11:27,492][demucs.solver][INFO] - Valid | Epoch 168 | 15/20 | 3.23 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.104
[2024-12-12 14:11:27,685][demucs.solver][INFO] - Valid | Epoch 168 | 16/20 | 3.31 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.106
[2024-12-12 14:11:27,894][demucs.solver][INFO] - Valid | Epoch 168 | 17/20 | 3.36 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.113
[2024-12-12 14:11:28,085][demucs.solver][INFO] - Valid | Epoch 168 | 18/20 | 3.43 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.109
[2024-12-12 14:11:28,279][demucs.solver][INFO] - Valid | Epoch 168 | 19/20 | 3.49 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.115
[2024-12-12 14:11:28,651][demucs.solver][INFO] - Valid Summary | Epoch 168 | Loss=0.5487 | Reco=0.5487 | Nsdr=1.115 | Best=0.5452 | Bname=main
[2024-12-12 14:11:29,982][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:11:29,983][demucs.solver][INFO] - Training...
[2024-12-12 14:11:41,463][demucs.solver][INFO] - Train | Epoch 169 | 1/14 | 0.21 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 0.0565
[2024-12-12 14:11:42,098][demucs.solver][INFO] - Train | Epoch 169 | 2/14 | 0.29 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0645
[2024-12-12 14:11:42,739][demucs.solver][INFO] - Train | Epoch 169 | 3/14 | 0.37 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0691
[2024-12-12 14:11:43,367][demucs.solver][INFO] - Train | Epoch 169 | 4/14 | 0.43 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.0610
[2024-12-12 14:11:43,992][demucs.solver][INFO] - Train | Epoch 169 | 5/14 | 0.49 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.0543
[2024-12-12 14:11:44,619][demucs.solver][INFO] - Train | Epoch 169 | 6/14 | 0.55 it/sec | Loss 0.2333 | Reco 0.2333 | Grad 0.0633
[2024-12-12 14:11:45,251][demucs.solver][INFO] - Train | Epoch 169 | 7/14 | 0.60 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 0.0625
[2024-12-12 14:11:45,882][demucs.solver][INFO] - Train | Epoch 169 | 8/14 | 0.64 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 0.0673
[2024-12-12 14:11:46,507][demucs.solver][INFO] - Train | Epoch 169 | 9/14 | 0.68 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0736
[2024-12-12 14:11:47,136][demucs.solver][INFO] - Train | Epoch 169 | 10/14 | 0.72 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.0743
[2024-12-12 14:11:47,763][demucs.solver][INFO] - Train | Epoch 169 | 11/14 | 0.75 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0770
[2024-12-12 14:11:48,397][demucs.solver][INFO] - Train | Epoch 169 | 12/14 | 0.78 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0797
[2024-12-12 14:11:49,027][demucs.solver][INFO] - Train | Epoch 169 | 13/14 | 0.81 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0775
[2024-12-12 14:11:49,332][demucs.solver][INFO] - Train Summary | Epoch 169 | Loss=0.2495 | Reco=0.2495 | Grad=0.0775
[2024-12-12 14:11:49,333][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:11:49,333][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:11:52,092][demucs.solver][INFO] - Valid | Epoch 169 | 1/20 | 1.77 it/sec | Loss 0.5839 | Reco 0.5839 | Nsdr 1.100
[2024-12-12 14:11:52,493][demucs.solver][INFO] - Valid | Epoch 169 | 2/20 | 1.96 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.111
[2024-12-12 14:11:52,799][demucs.solver][INFO] - Valid | Epoch 169 | 3/20 | 2.18 it/sec | Loss 0.4995 | Reco 0.4995 | Nsdr 1.129
[2024-12-12 14:11:53,168][demucs.solver][INFO] - Valid | Epoch 169 | 4/20 | 2.27 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.138
[2024-12-12 14:11:53,622][demucs.solver][INFO] - Valid | Epoch 169 | 5/20 | 2.26 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.124
[2024-12-12 14:11:53,828][demucs.solver][INFO] - Valid | Epoch 169 | 6/20 | 2.44 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.121
[2024-12-12 14:11:54,190][demucs.solver][INFO] - Valid | Epoch 169 | 7/20 | 2.48 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.126
[2024-12-12 14:11:54,601][demucs.solver][INFO] - Valid | Epoch 169 | 8/20 | 2.47 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.122
[2024-12-12 14:11:54,981][demucs.solver][INFO] - Valid | Epoch 169 | 9/20 | 2.49 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.124
[2024-12-12 14:11:55,279][demucs.solver][INFO] - Valid | Epoch 169 | 10/20 | 2.55 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.110
[2024-12-12 14:11:55,656][demucs.solver][INFO] - Valid | Epoch 169 | 11/20 | 2.56 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.102
[2024-12-12 14:11:55,996][demucs.solver][INFO] - Valid | Epoch 169 | 12/20 | 2.58 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.082
[2024-12-12 14:11:56,380][demucs.solver][INFO] - Valid | Epoch 169 | 13/20 | 2.58 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.080
[2024-12-12 14:11:56,738][demucs.solver][INFO] - Valid | Epoch 169 | 14/20 | 2.60 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.081
[2024-12-12 14:11:56,965][demucs.solver][INFO] - Valid | Epoch 169 | 15/20 | 2.67 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.084
[2024-12-12 14:11:57,398][demucs.solver][INFO] - Valid | Epoch 169 | 16/20 | 2.64 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.085
[2024-12-12 14:11:57,705][demucs.solver][INFO] - Valid | Epoch 169 | 17/20 | 2.67 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.089
[2024-12-12 14:11:58,129][demucs.solver][INFO] - Valid | Epoch 169 | 18/20 | 2.65 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.085
[2024-12-12 14:11:58,486][demucs.solver][INFO] - Valid | Epoch 169 | 19/20 | 2.66 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.091
[2024-12-12 14:11:58,953][demucs.solver][INFO] - Valid Summary | Epoch 169 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.091 | Best=0.5452 | Bname=main
[2024-12-12 14:12:00,365][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:12:00,366][demucs.solver][INFO] - Training...
[2024-12-12 14:12:09,260][demucs.solver][INFO] - Train | Epoch 170 | 1/14 | 0.28 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.1135
[2024-12-12 14:12:09,908][demucs.solver][INFO] - Train | Epoch 170 | 2/14 | 0.38 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0833
[2024-12-12 14:12:10,551][demucs.solver][INFO] - Train | Epoch 170 | 3/14 | 0.47 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0860
[2024-12-12 14:12:11,189][demucs.solver][INFO] - Train | Epoch 170 | 4/14 | 0.55 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0789
[2024-12-12 14:12:11,834][demucs.solver][INFO] - Train | Epoch 170 | 5/14 | 0.61 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0756
[2024-12-12 14:12:12,477][demucs.solver][INFO] - Train | Epoch 170 | 6/14 | 0.67 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0853
[2024-12-12 14:12:14,471][demucs.solver][INFO] - Train | Epoch 170 | 7/14 | 0.64 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0854
[2024-12-12 14:12:15,112][demucs.solver][INFO] - Train | Epoch 170 | 8/14 | 0.69 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0779
[2024-12-12 14:12:15,740][demucs.solver][INFO] - Train | Epoch 170 | 9/14 | 0.73 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.0719
[2024-12-12 14:12:16,368][demucs.solver][INFO] - Train | Epoch 170 | 10/14 | 0.77 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0737
[2024-12-12 14:12:16,995][demucs.solver][INFO] - Train | Epoch 170 | 11/14 | 0.80 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0774
[2024-12-12 14:12:17,623][demucs.solver][INFO] - Train | Epoch 170 | 12/14 | 0.84 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.0776
[2024-12-12 14:12:18,249][demucs.solver][INFO] - Train | Epoch 170 | 13/14 | 0.86 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0750
[2024-12-12 14:12:18,628][demucs.solver][INFO] - Train Summary | Epoch 170 | Loss=0.2430 | Reco=0.2430 | Grad=0.0750
[2024-12-12 14:12:18,629][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:12:18,629][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:12:21,054][demucs.solver][INFO] - Valid | Epoch 170 | 1/20 | 3.04 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 1.121
[2024-12-12 14:12:21,271][demucs.solver][INFO] - Valid | Epoch 170 | 2/20 | 3.43 it/sec | Loss 0.4517 | Reco 0.4517 | Nsdr 1.128
[2024-12-12 14:12:21,466][demucs.solver][INFO] - Valid | Epoch 170 | 3/20 | 3.74 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.148
[2024-12-12 14:12:21,628][demucs.solver][INFO] - Valid | Epoch 170 | 4/20 | 4.06 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.157
[2024-12-12 14:12:21,823][demucs.solver][INFO] - Valid | Epoch 170 | 5/20 | 4.21 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.147
[2024-12-12 14:12:22,004][demucs.solver][INFO] - Valid | Epoch 170 | 6/20 | 4.35 it/sec | Loss 0.5222 | Reco 0.5222 | Nsdr 1.143
[2024-12-12 14:12:22,168][demucs.solver][INFO] - Valid | Epoch 170 | 7/20 | 4.51 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.148
[2024-12-12 14:12:22,322][demucs.solver][INFO] - Valid | Epoch 170 | 8/20 | 4.67 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.145
[2024-12-12 14:12:22,533][demucs.solver][INFO] - Valid | Epoch 170 | 9/20 | 4.68 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.148
[2024-12-12 14:12:22,709][demucs.solver][INFO] - Valid | Epoch 170 | 10/20 | 4.76 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.133
[2024-12-12 14:12:22,922][demucs.solver][INFO] - Valid | Epoch 170 | 11/20 | 4.75 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.124
[2024-12-12 14:12:23,117][demucs.solver][INFO] - Valid | Epoch 170 | 12/20 | 4.78 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.104
[2024-12-12 14:12:23,321][demucs.solver][INFO] - Valid | Epoch 170 | 13/20 | 4.79 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.101
[2024-12-12 14:12:23,483][demucs.solver][INFO] - Valid | Epoch 170 | 14/20 | 4.86 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.102
[2024-12-12 14:12:23,656][demucs.solver][INFO] - Valid | Epoch 170 | 15/20 | 4.91 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.105
[2024-12-12 14:12:23,828][demucs.solver][INFO] - Valid | Epoch 170 | 16/20 | 4.95 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.106
[2024-12-12 14:12:24,018][demucs.solver][INFO] - Valid | Epoch 170 | 17/20 | 4.97 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.111
[2024-12-12 14:12:24,205][demucs.solver][INFO] - Valid | Epoch 170 | 18/20 | 4.99 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.106
[2024-12-12 14:12:24,397][demucs.solver][INFO] - Valid | Epoch 170 | 19/20 | 5.00 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.112
[2024-12-12 14:12:24,770][demucs.solver][INFO] - Valid Summary | Epoch 170 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.112 | Best=0.5452 | Bname=main
[2024-12-12 14:12:26,175][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:12:26,176][demucs.solver][INFO] - Training...
[2024-12-12 14:12:38,309][demucs.solver][INFO] - Train | Epoch 171 | 1/14 | 0.19 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0357
[2024-12-12 14:12:39,873][demucs.solver][INFO] - Train | Epoch 171 | 2/14 | 0.24 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.0390
[2024-12-12 14:12:40,512][demucs.solver][INFO] - Train | Epoch 171 | 3/14 | 0.31 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.0335
[2024-12-12 14:12:41,149][demucs.solver][INFO] - Train | Epoch 171 | 4/14 | 0.37 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0438
[2024-12-12 14:12:41,795][demucs.solver][INFO] - Train | Epoch 171 | 5/14 | 0.42 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0437
[2024-12-12 14:12:42,434][demucs.solver][INFO] - Train | Epoch 171 | 6/14 | 0.47 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.0491
[2024-12-12 14:12:43,083][demucs.solver][INFO] - Train | Epoch 171 | 7/14 | 0.52 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 0.0489
[2024-12-12 14:12:43,710][demucs.solver][INFO] - Train | Epoch 171 | 8/14 | 0.56 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.0569
[2024-12-12 14:12:44,336][demucs.solver][INFO] - Train | Epoch 171 | 9/14 | 0.60 it/sec | Loss 0.2336 | Reco 0.2336 | Grad 0.0557
[2024-12-12 14:12:44,967][demucs.solver][INFO] - Train | Epoch 171 | 10/14 | 0.63 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 0.0579
[2024-12-12 14:12:45,599][demucs.solver][INFO] - Train | Epoch 171 | 11/14 | 0.67 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 0.0594
[2024-12-12 14:12:46,237][demucs.solver][INFO] - Train | Epoch 171 | 12/14 | 0.70 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 0.0598
[2024-12-12 14:12:46,868][demucs.solver][INFO] - Train | Epoch 171 | 13/14 | 0.73 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.0610
[2024-12-12 14:12:47,187][demucs.solver][INFO] - Train Summary | Epoch 171 | Loss=0.2397 | Reco=0.2397 | Grad=0.0610
[2024-12-12 14:12:47,188][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:12:47,188][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:12:50,701][demucs.solver][INFO] - Valid | Epoch 171 | 1/20 | 1.01 it/sec | Loss 0.5851 | Reco 0.5851 | Nsdr 1.088
[2024-12-12 14:12:51,553][demucs.solver][INFO] - Valid | Epoch 171 | 2/20 | 1.06 it/sec | Loss 0.4539 | Reco 0.4539 | Nsdr 1.096
[2024-12-12 14:12:52,406][demucs.solver][INFO] - Valid | Epoch 171 | 3/20 | 1.08 it/sec | Loss 0.5006 | Reco 0.5006 | Nsdr 1.115
[2024-12-12 14:12:53,293][demucs.solver][INFO] - Valid | Epoch 171 | 4/20 | 1.09 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.121
[2024-12-12 14:12:53,981][demucs.solver][INFO] - Valid | Epoch 171 | 5/20 | 1.14 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.107
[2024-12-12 14:12:54,518][demucs.solver][INFO] - Valid | Epoch 171 | 6/20 | 1.21 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.103
[2024-12-12 14:12:54,794][demucs.solver][INFO] - Valid | Epoch 171 | 7/20 | 1.32 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.107
[2024-12-12 14:12:55,118][demucs.solver][INFO] - Valid | Epoch 171 | 8/20 | 1.41 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.101
[2024-12-12 14:12:55,458][demucs.solver][INFO] - Valid | Epoch 171 | 9/20 | 1.48 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.103
[2024-12-12 14:12:55,893][demucs.solver][INFO] - Valid | Epoch 171 | 10/20 | 1.53 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.090
[2024-12-12 14:12:56,155][demucs.solver][INFO] - Valid | Epoch 171 | 11/20 | 1.61 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.082
[2024-12-12 14:12:56,405][demucs.solver][INFO] - Valid | Epoch 171 | 12/20 | 1.69 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.063
[2024-12-12 14:12:56,608][demucs.solver][INFO] - Valid | Epoch 171 | 13/20 | 1.77 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.061
[2024-12-12 14:12:56,798][demucs.solver][INFO] - Valid | Epoch 171 | 14/20 | 1.86 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.061
[2024-12-12 14:12:57,004][demucs.solver][INFO] - Valid | Epoch 171 | 15/20 | 1.93 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 1.064
[2024-12-12 14:12:57,178][demucs.solver][INFO] - Valid | Epoch 171 | 16/20 | 2.01 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.066
[2024-12-12 14:12:57,350][demucs.solver][INFO] - Valid | Epoch 171 | 17/20 | 2.08 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.072
[2024-12-12 14:12:57,540][demucs.solver][INFO] - Valid | Epoch 171 | 18/20 | 2.15 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.068
[2024-12-12 14:12:57,736][demucs.solver][INFO] - Valid | Epoch 171 | 19/20 | 2.22 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.073
[2024-12-12 14:12:58,139][demucs.solver][INFO] - Valid Summary | Epoch 171 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.073 | Best=0.5452 | Bname=main
[2024-12-12 14:12:59,585][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:12:59,585][demucs.solver][INFO] - Training...
[2024-12-12 14:13:10,763][demucs.solver][INFO] - Train | Epoch 172 | 1/14 | 0.21 it/sec | Loss 0.2267 | Reco 0.2267 | Grad 0.0438
[2024-12-12 14:13:11,403][demucs.solver][INFO] - Train | Epoch 172 | 2/14 | 0.29 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0337
[2024-12-12 14:13:12,076][demucs.solver][INFO] - Train | Epoch 172 | 3/14 | 0.37 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 0.0408
[2024-12-12 14:13:12,725][demucs.solver][INFO] - Train | Epoch 172 | 4/14 | 0.43 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0373
[2024-12-12 14:13:13,363][demucs.solver][INFO] - Train | Epoch 172 | 5/14 | 0.49 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0355
[2024-12-12 14:13:14,005][demucs.solver][INFO] - Train | Epoch 172 | 6/14 | 0.55 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.0473
[2024-12-12 14:13:14,643][demucs.solver][INFO] - Train | Epoch 172 | 7/14 | 0.59 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0444
[2024-12-12 14:13:15,283][demucs.solver][INFO] - Train | Epoch 172 | 8/14 | 0.64 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0473
[2024-12-12 14:13:15,931][demucs.solver][INFO] - Train | Epoch 172 | 9/14 | 0.68 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0477
[2024-12-12 14:13:16,573][demucs.solver][INFO] - Train | Epoch 172 | 10/14 | 0.71 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0455
[2024-12-12 14:13:17,202][demucs.solver][INFO] - Train | Epoch 172 | 11/14 | 0.75 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0460
[2024-12-12 14:13:17,838][demucs.solver][INFO] - Train | Epoch 172 | 12/14 | 0.78 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0452
[2024-12-12 14:13:18,468][demucs.solver][INFO] - Train | Epoch 172 | 13/14 | 0.81 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0447
[2024-12-12 14:13:18,796][demucs.solver][INFO] - Train Summary | Epoch 172 | Loss=0.2510 | Reco=0.2510 | Grad=0.0447
[2024-12-12 14:13:18,796][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:13:18,796][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:13:21,205][demucs.solver][INFO] - Valid | Epoch 172 | 1/20 | 2.20 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.135
[2024-12-12 14:13:21,649][demucs.solver][INFO] - Valid | Epoch 172 | 2/20 | 2.22 it/sec | Loss 0.4510 | Reco 0.4510 | Nsdr 1.142
[2024-12-12 14:13:22,086][demucs.solver][INFO] - Valid | Epoch 172 | 3/20 | 2.23 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.160
[2024-12-12 14:13:22,336][demucs.solver][INFO] - Valid | Epoch 172 | 4/20 | 2.45 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.167
[2024-12-12 14:13:22,723][demucs.solver][INFO] - Valid | Epoch 172 | 5/20 | 2.47 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.156
[2024-12-12 14:13:22,966][demucs.solver][INFO] - Valid | Epoch 172 | 6/20 | 2.62 it/sec | Loss 0.5216 | Reco 0.5216 | Nsdr 1.152
[2024-12-12 14:13:23,302][demucs.solver][INFO] - Valid | Epoch 172 | 7/20 | 2.66 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.156
[2024-12-12 14:13:23,629][demucs.solver][INFO] - Valid | Epoch 172 | 8/20 | 2.70 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.153
[2024-12-12 14:13:23,962][demucs.solver][INFO] - Valid | Epoch 172 | 9/20 | 2.73 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.155
[2024-12-12 14:13:24,322][demucs.solver][INFO] - Valid | Epoch 172 | 10/20 | 2.73 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.141
[2024-12-12 14:13:24,545][demucs.solver][INFO] - Valid | Epoch 172 | 11/20 | 2.82 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.132
[2024-12-12 14:13:24,727][demucs.solver][INFO] - Valid | Epoch 172 | 12/20 | 2.93 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.111
[2024-12-12 14:13:24,914][demucs.solver][INFO] - Valid | Epoch 172 | 13/20 | 3.03 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.108
[2024-12-12 14:13:25,152][demucs.solver][INFO] - Valid | Epoch 172 | 14/20 | 3.09 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.108
[2024-12-12 14:13:25,413][demucs.solver][INFO] - Valid | Epoch 172 | 15/20 | 3.13 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.111
[2024-12-12 14:13:25,649][demucs.solver][INFO] - Valid | Epoch 172 | 16/20 | 3.18 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.112
[2024-12-12 14:13:25,879][demucs.solver][INFO] - Valid | Epoch 172 | 17/20 | 3.22 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.119
[2024-12-12 14:13:26,088][demucs.solver][INFO] - Valid | Epoch 172 | 18/20 | 3.28 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.114
[2024-12-12 14:13:26,320][demucs.solver][INFO] - Valid | Epoch 172 | 19/20 | 3.32 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.120
[2024-12-12 14:13:26,784][demucs.solver][INFO] - Valid Summary | Epoch 172 | Loss=0.5480 | Reco=0.5480 | Nsdr=1.120 | Best=0.5452 | Bname=main
[2024-12-12 14:13:28,261][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:13:28,261][demucs.solver][INFO] - Training...
[2024-12-12 14:13:38,628][demucs.solver][INFO] - Train | Epoch 173 | 1/14 | 0.23 it/sec | Loss 0.2200 | Reco 0.2200 | Grad 0.1011
[2024-12-12 14:13:39,267][demucs.solver][INFO] - Train | Epoch 173 | 2/14 | 0.32 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 0.1100
[2024-12-12 14:13:39,904][demucs.solver][INFO] - Train | Epoch 173 | 3/14 | 0.40 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.1119
[2024-12-12 14:13:40,552][demucs.solver][INFO] - Train | Epoch 173 | 4/14 | 0.46 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 0.1052
[2024-12-12 14:13:41,190][demucs.solver][INFO] - Train | Epoch 173 | 5/14 | 0.53 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 0.0928
[2024-12-12 14:13:41,825][demucs.solver][INFO] - Train | Epoch 173 | 6/14 | 0.58 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.0883
[2024-12-12 14:13:42,469][demucs.solver][INFO] - Train | Epoch 173 | 7/14 | 0.63 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0817
[2024-12-12 14:13:43,098][demucs.solver][INFO] - Train | Epoch 173 | 8/14 | 0.68 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0818
[2024-12-12 14:13:43,736][demucs.solver][INFO] - Train | Epoch 173 | 9/14 | 0.72 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0836
[2024-12-12 14:13:44,367][demucs.solver][INFO] - Train | Epoch 173 | 10/14 | 0.75 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0806
[2024-12-12 14:13:44,999][demucs.solver][INFO] - Train | Epoch 173 | 11/14 | 0.79 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0780
[2024-12-12 14:13:45,636][demucs.solver][INFO] - Train | Epoch 173 | 12/14 | 0.82 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0756
[2024-12-12 14:13:46,270][demucs.solver][INFO] - Train | Epoch 173 | 13/14 | 0.85 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0725
[2024-12-12 14:13:46,628][demucs.solver][INFO] - Train Summary | Epoch 173 | Loss=0.2436 | Reco=0.2436 | Grad=0.0725
[2024-12-12 14:13:46,628][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:13:46,628][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:13:48,801][demucs.solver][INFO] - Valid | Epoch 173 | 1/20 | 3.40 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.117
[2024-12-12 14:13:49,029][demucs.solver][INFO] - Valid | Epoch 173 | 2/20 | 3.67 it/sec | Loss 0.4515 | Reco 0.4515 | Nsdr 1.123
[2024-12-12 14:13:49,256][demucs.solver][INFO] - Valid | Epoch 173 | 3/20 | 3.83 it/sec | Loss 0.4980 | Reco 0.4980 | Nsdr 1.141
[2024-12-12 14:13:49,461][demucs.solver][INFO] - Valid | Epoch 173 | 4/20 | 4.00 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.152
[2024-12-12 14:13:49,647][demucs.solver][INFO] - Valid | Epoch 173 | 5/20 | 4.18 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.144
[2024-12-12 14:13:49,843][demucs.solver][INFO] - Valid | Epoch 173 | 6/20 | 4.29 it/sec | Loss 0.5218 | Reco 0.5218 | Nsdr 1.141
[2024-12-12 14:13:50,015][demucs.solver][INFO] - Valid | Epoch 173 | 7/20 | 4.44 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.146
[2024-12-12 14:13:50,202][demucs.solver][INFO] - Valid | Epoch 173 | 8/20 | 4.52 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.145
[2024-12-12 14:13:50,396][demucs.solver][INFO] - Valid | Epoch 173 | 9/20 | 4.58 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.148
[2024-12-12 14:13:50,568][demucs.solver][INFO] - Valid | Epoch 173 | 10/20 | 4.67 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.133
[2024-12-12 14:13:50,724][demucs.solver][INFO] - Valid | Epoch 173 | 11/20 | 4.78 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.124
[2024-12-12 14:13:50,912][demucs.solver][INFO] - Valid | Epoch 173 | 12/20 | 4.81 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.104
[2024-12-12 14:13:51,105][demucs.solver][INFO] - Valid | Epoch 173 | 13/20 | 4.84 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.102
[2024-12-12 14:13:51,317][demucs.solver][INFO] - Valid | Epoch 173 | 14/20 | 4.83 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.102
[2024-12-12 14:13:51,516][demucs.solver][INFO] - Valid | Epoch 173 | 15/20 | 4.84 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.105
[2024-12-12 14:13:51,691][demucs.solver][INFO] - Valid | Epoch 173 | 16/20 | 4.89 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.106
[2024-12-12 14:13:51,865][demucs.solver][INFO] - Valid | Epoch 173 | 17/20 | 4.93 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.109
[2024-12-12 14:13:52,036][demucs.solver][INFO] - Valid | Epoch 173 | 18/20 | 4.97 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.104
[2024-12-12 14:13:52,225][demucs.solver][INFO] - Valid | Epoch 173 | 19/20 | 4.98 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.110
[2024-12-12 14:13:52,717][demucs.solver][INFO] - Valid Summary | Epoch 173 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.110 | Best=0.5452 | Bname=main
[2024-12-12 14:13:54,320][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:13:54,321][demucs.solver][INFO] - Training...
[2024-12-12 14:14:02,217][demucs.solver][INFO] - Train | Epoch 174 | 1/14 | 0.31 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0621
[2024-12-12 14:14:03,523][demucs.solver][INFO] - Train | Epoch 174 | 2/14 | 0.39 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0599
[2024-12-12 14:14:04,699][demucs.solver][INFO] - Train | Epoch 174 | 3/14 | 0.45 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 0.0613
[2024-12-12 14:14:05,355][demucs.solver][INFO] - Train | Epoch 174 | 4/14 | 0.52 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 0.0713
[2024-12-12 14:14:05,986][demucs.solver][INFO] - Train | Epoch 174 | 5/14 | 0.59 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0692
[2024-12-12 14:14:06,638][demucs.solver][INFO] - Train | Epoch 174 | 6/14 | 0.64 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.0689
[2024-12-12 14:14:07,271][demucs.solver][INFO] - Train | Epoch 174 | 7/14 | 0.70 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 0.0686
[2024-12-12 14:14:07,906][demucs.solver][INFO] - Train | Epoch 174 | 8/14 | 0.74 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0639
[2024-12-12 14:14:08,551][demucs.solver][INFO] - Train | Epoch 174 | 9/14 | 0.78 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0590
[2024-12-12 14:14:09,193][demucs.solver][INFO] - Train | Epoch 174 | 10/14 | 0.82 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0599
[2024-12-12 14:14:09,838][demucs.solver][INFO] - Train | Epoch 174 | 11/14 | 0.85 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.0612
[2024-12-12 14:14:10,497][demucs.solver][INFO] - Train | Epoch 174 | 12/14 | 0.88 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0632
[2024-12-12 14:14:11,128][demucs.solver][INFO] - Train | Epoch 174 | 13/14 | 0.91 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0632
[2024-12-12 14:14:11,464][demucs.solver][INFO] - Train Summary | Epoch 174 | Loss=0.2470 | Reco=0.2470 | Grad=0.0632
[2024-12-12 14:14:11,464][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:14:11,464][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:14:13,618][demucs.solver][INFO] - Valid | Epoch 174 | 1/20 | 4.07 it/sec | Loss 0.5818 | Reco 0.5818 | Nsdr 1.136
[2024-12-12 14:14:13,834][demucs.solver][INFO] - Valid | Epoch 174 | 2/20 | 4.24 it/sec | Loss 0.4512 | Reco 0.4512 | Nsdr 1.138
[2024-12-12 14:14:14,046][demucs.solver][INFO] - Valid | Epoch 174 | 3/20 | 4.35 it/sec | Loss 0.4975 | Reco 0.4975 | Nsdr 1.158
[2024-12-12 14:14:14,255][demucs.solver][INFO] - Valid | Epoch 174 | 4/20 | 4.43 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.166
[2024-12-12 14:14:14,413][demucs.solver][INFO] - Valid | Epoch 174 | 5/20 | 4.66 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.155
[2024-12-12 14:14:14,609][demucs.solver][INFO] - Valid | Epoch 174 | 6/20 | 4.72 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.151
[2024-12-12 14:14:14,804][demucs.solver][INFO] - Valid | Epoch 174 | 7/20 | 4.77 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.155
[2024-12-12 14:14:14,998][demucs.solver][INFO] - Valid | Epoch 174 | 8/20 | 4.81 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.152
[2024-12-12 14:14:15,211][demucs.solver][INFO] - Valid | Epoch 174 | 9/20 | 4.80 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.154
[2024-12-12 14:14:15,387][demucs.solver][INFO] - Valid | Epoch 174 | 10/20 | 4.87 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.140
[2024-12-12 14:14:15,603][demucs.solver][INFO] - Valid | Epoch 174 | 11/20 | 4.85 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.131
[2024-12-12 14:14:15,795][demucs.solver][INFO] - Valid | Epoch 174 | 12/20 | 4.87 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.110
[2024-12-12 14:14:15,970][demucs.solver][INFO] - Valid | Epoch 174 | 13/20 | 4.92 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.108
[2024-12-12 14:14:16,179][demucs.solver][INFO] - Valid | Epoch 174 | 14/20 | 4.91 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.108
[2024-12-12 14:14:16,352][demucs.solver][INFO] - Valid | Epoch 174 | 15/20 | 4.96 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.111
[2024-12-12 14:14:16,563][demucs.solver][INFO] - Valid | Epoch 174 | 16/20 | 4.95 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.112
[2024-12-12 14:14:16,736][demucs.solver][INFO] - Valid | Epoch 174 | 17/20 | 4.99 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.119
[2024-12-12 14:14:16,913][demucs.solver][INFO] - Valid | Epoch 174 | 18/20 | 5.02 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.114
[2024-12-12 14:14:17,124][demucs.solver][INFO] - Valid | Epoch 174 | 19/20 | 5.00 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.120
[2024-12-12 14:14:17,522][demucs.solver][INFO] - Valid Summary | Epoch 174 | Loss=0.5481 | Reco=0.5481 | Nsdr=1.120 | Best=0.5452 | Bname=main
[2024-12-12 14:14:18,939][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:14:18,939][demucs.solver][INFO] - Training...
[2024-12-12 14:14:25,366][demucs.solver][INFO] - Train | Epoch 175 | 1/14 | 0.41 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0433
[2024-12-12 14:14:27,342][demucs.solver][INFO] - Train | Epoch 175 | 2/14 | 0.44 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0399
[2024-12-12 14:14:28,094][demucs.solver][INFO] - Train | Epoch 175 | 3/14 | 0.53 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0440
[2024-12-12 14:14:28,934][demucs.solver][INFO] - Train | Epoch 175 | 4/14 | 0.59 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0491
[2024-12-12 14:14:29,626][demucs.solver][INFO] - Train | Epoch 175 | 5/14 | 0.66 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0468
[2024-12-12 14:14:30,297][demucs.solver][INFO] - Train | Epoch 175 | 6/14 | 0.71 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0471
[2024-12-12 14:14:30,960][demucs.solver][INFO] - Train | Epoch 175 | 7/14 | 0.76 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0500
[2024-12-12 14:14:31,681][demucs.solver][INFO] - Train | Epoch 175 | 8/14 | 0.80 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0569
[2024-12-12 14:14:32,340][demucs.solver][INFO] - Train | Epoch 175 | 9/14 | 0.84 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.0575
[2024-12-12 14:14:33,011][demucs.solver][INFO] - Train | Epoch 175 | 10/14 | 0.88 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0545
[2024-12-12 14:14:33,655][demucs.solver][INFO] - Train | Epoch 175 | 11/14 | 0.91 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.0555
[2024-12-12 14:14:34,390][demucs.solver][INFO] - Train | Epoch 175 | 12/14 | 0.93 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0598
[2024-12-12 14:14:35,034][demucs.solver][INFO] - Train | Epoch 175 | 13/14 | 0.96 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.0619
[2024-12-12 14:14:35,354][demucs.solver][INFO] - Train Summary | Epoch 175 | Loss=0.2460 | Reco=0.2460 | Grad=0.0619
[2024-12-12 14:14:35,354][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:14:35,354][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:14:37,792][demucs.solver][INFO] - Valid | Epoch 175 | 1/20 | 2.48 it/sec | Loss 0.5861 | Reco 0.5861 | Nsdr 1.065
[2024-12-12 14:14:37,973][demucs.solver][INFO] - Valid | Epoch 175 | 2/20 | 3.04 it/sec | Loss 0.4544 | Reco 0.4544 | Nsdr 1.077
[2024-12-12 14:14:38,293][demucs.solver][INFO] - Valid | Epoch 175 | 3/20 | 3.06 it/sec | Loss 0.5014 | Reco 0.5014 | Nsdr 1.090
[2024-12-12 14:14:38,511][demucs.solver][INFO] - Valid | Epoch 175 | 4/20 | 3.28 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.099
[2024-12-12 14:14:38,717][demucs.solver][INFO] - Valid | Epoch 175 | 5/20 | 3.46 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.087
[2024-12-12 14:14:38,921][demucs.solver][INFO] - Valid | Epoch 175 | 6/20 | 3.62 it/sec | Loss 0.5260 | Reco 0.5260 | Nsdr 1.087
[2024-12-12 14:14:39,161][demucs.solver][INFO] - Valid | Epoch 175 | 7/20 | 3.68 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.091
[2024-12-12 14:14:39,436][demucs.solver][INFO] - Valid | Epoch 175 | 8/20 | 3.67 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.086
[2024-12-12 14:14:39,708][demucs.solver][INFO] - Valid | Epoch 175 | 9/20 | 3.67 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.089
[2024-12-12 14:14:39,919][demucs.solver][INFO] - Valid | Epoch 175 | 10/20 | 3.75 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.076
[2024-12-12 14:14:40,212][demucs.solver][INFO] - Valid | Epoch 175 | 11/20 | 3.72 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.069
[2024-12-12 14:14:40,427][demucs.solver][INFO] - Valid | Epoch 175 | 12/20 | 3.78 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.051
[2024-12-12 14:14:40,645][demucs.solver][INFO] - Valid | Epoch 175 | 13/20 | 3.83 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.050
[2024-12-12 14:14:40,898][demucs.solver][INFO] - Valid | Epoch 175 | 14/20 | 3.83 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.051
[2024-12-12 14:14:41,190][demucs.solver][INFO] - Valid | Epoch 175 | 15/20 | 3.81 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.054
[2024-12-12 14:14:41,432][demucs.solver][INFO] - Valid | Epoch 175 | 16/20 | 3.82 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.056
[2024-12-12 14:14:41,668][demucs.solver][INFO] - Valid | Epoch 175 | 17/20 | 3.84 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.058
[2024-12-12 14:14:42,295][demucs.solver][INFO] - Valid | Epoch 175 | 18/20 | 3.58 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.054
[2024-12-12 14:14:42,572][demucs.solver][INFO] - Valid | Epoch 175 | 19/20 | 3.58 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.060
[2024-12-12 14:14:43,107][demucs.solver][INFO] - Valid Summary | Epoch 175 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.060 | Best=0.5452 | Bname=main
[2024-12-12 14:14:44,492][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:14:44,493][demucs.solver][INFO] - Training...
[2024-12-12 14:14:51,684][demucs.solver][INFO] - Train | Epoch 176 | 1/14 | 0.36 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.0485
[2024-12-12 14:14:52,321][demucs.solver][INFO] - Train | Epoch 176 | 2/14 | 0.48 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0476
[2024-12-12 14:14:53,744][demucs.solver][INFO] - Train | Epoch 176 | 3/14 | 0.52 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0573
[2024-12-12 14:14:54,386][demucs.solver][INFO] - Train | Epoch 176 | 4/14 | 0.60 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0503
[2024-12-12 14:14:55,012][demucs.solver][INFO] - Train | Epoch 176 | 5/14 | 0.67 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0500
[2024-12-12 14:14:55,653][demucs.solver][INFO] - Train | Epoch 176 | 6/14 | 0.73 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0519
[2024-12-12 14:14:56,287][demucs.solver][INFO] - Train | Epoch 176 | 7/14 | 0.78 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0690
[2024-12-12 14:14:56,914][demucs.solver][INFO] - Train | Epoch 176 | 8/14 | 0.83 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0670
[2024-12-12 14:14:57,545][demucs.solver][INFO] - Train | Epoch 176 | 9/14 | 0.87 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0696
[2024-12-12 14:14:58,181][demucs.solver][INFO] - Train | Epoch 176 | 10/14 | 0.91 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0711
[2024-12-12 14:14:58,810][demucs.solver][INFO] - Train | Epoch 176 | 11/14 | 0.94 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0736
[2024-12-12 14:14:59,439][demucs.solver][INFO] - Train | Epoch 176 | 12/14 | 0.97 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0789
[2024-12-12 14:15:00,073][demucs.solver][INFO] - Train | Epoch 176 | 13/14 | 1.00 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0873
[2024-12-12 14:15:00,390][demucs.solver][INFO] - Train Summary | Epoch 176 | Loss=0.2560 | Reco=0.2560 | Grad=0.0873
[2024-12-12 14:15:00,390][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:15:00,390][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:15:02,698][demucs.solver][INFO] - Valid | Epoch 176 | 1/20 | 2.66 it/sec | Loss 0.5852 | Reco 0.5852 | Nsdr 1.087
[2024-12-12 14:15:03,609][demucs.solver][INFO] - Valid | Epoch 176 | 2/20 | 1.80 it/sec | Loss 0.4540 | Reco 0.4540 | Nsdr 1.089
[2024-12-12 14:15:04,235][demucs.solver][INFO] - Valid | Epoch 176 | 3/20 | 1.75 it/sec | Loss 0.5009 | Reco 0.5009 | Nsdr 1.106
[2024-12-12 14:15:04,735][demucs.solver][INFO] - Valid | Epoch 176 | 4/20 | 1.79 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.113
[2024-12-12 14:15:05,063][demucs.solver][INFO] - Valid | Epoch 176 | 5/20 | 1.93 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.100
[2024-12-12 14:15:05,365][demucs.solver][INFO] - Valid | Epoch 176 | 6/20 | 2.05 it/sec | Loss 0.5254 | Reco 0.5254 | Nsdr 1.098
[2024-12-12 14:15:05,663][demucs.solver][INFO] - Valid | Epoch 176 | 7/20 | 2.15 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.101
[2024-12-12 14:15:06,004][demucs.solver][INFO] - Valid | Epoch 176 | 8/20 | 2.22 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.096
[2024-12-12 14:15:06,344][demucs.solver][INFO] - Valid | Epoch 176 | 9/20 | 2.27 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.098
[2024-12-12 14:15:06,538][demucs.solver][INFO] - Valid | Epoch 176 | 10/20 | 2.40 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.086
[2024-12-12 14:15:06,691][demucs.solver][INFO] - Valid | Epoch 176 | 11/20 | 2.53 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.078
[2024-12-12 14:15:06,902][demucs.solver][INFO] - Valid | Epoch 176 | 12/20 | 2.62 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.059
[2024-12-12 14:15:07,119][demucs.solver][INFO] - Valid | Epoch 176 | 13/20 | 2.71 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.057
[2024-12-12 14:15:07,314][demucs.solver][INFO] - Valid | Epoch 176 | 14/20 | 2.79 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.057
[2024-12-12 14:15:07,523][demucs.solver][INFO] - Valid | Epoch 176 | 15/20 | 2.87 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.060
[2024-12-12 14:15:07,736][demucs.solver][INFO] - Valid | Epoch 176 | 16/20 | 2.94 it/sec | Loss 0.5818 | Reco 0.5818 | Nsdr 1.062
[2024-12-12 14:15:07,925][demucs.solver][INFO] - Valid | Epoch 176 | 17/20 | 3.01 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.069
[2024-12-12 14:15:08,079][demucs.solver][INFO] - Valid | Epoch 176 | 18/20 | 3.10 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.064
[2024-12-12 14:15:08,254][demucs.solver][INFO] - Valid | Epoch 176 | 19/20 | 3.17 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.069
[2024-12-12 14:15:08,626][demucs.solver][INFO] - Valid Summary | Epoch 176 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.069 | Best=0.5452 | Bname=main
[2024-12-12 14:15:10,010][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:15:10,010][demucs.solver][INFO] - Training...
[2024-12-12 14:15:17,521][demucs.solver][INFO] - Train | Epoch 177 | 1/14 | 0.34 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.1306
[2024-12-12 14:15:18,187][demucs.solver][INFO] - Train | Epoch 177 | 2/14 | 0.46 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.1147
[2024-12-12 14:15:18,958][demucs.solver][INFO] - Train | Epoch 177 | 3/14 | 0.54 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 0.1029
[2024-12-12 14:15:19,622][demucs.solver][INFO] - Train | Epoch 177 | 4/14 | 0.62 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0886
[2024-12-12 14:15:20,266][demucs.solver][INFO] - Train | Epoch 177 | 5/14 | 0.69 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0796
[2024-12-12 14:15:20,907][demucs.solver][INFO] - Train | Epoch 177 | 6/14 | 0.75 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0784
[2024-12-12 14:15:21,541][demucs.solver][INFO] - Train | Epoch 177 | 7/14 | 0.81 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0756
[2024-12-12 14:15:22,180][demucs.solver][INFO] - Train | Epoch 177 | 8/14 | 0.85 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.0689
[2024-12-12 14:15:22,828][demucs.solver][INFO] - Train | Epoch 177 | 9/14 | 0.89 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.0706
[2024-12-12 14:15:23,456][demucs.solver][INFO] - Train | Epoch 177 | 10/14 | 0.93 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0677
[2024-12-12 14:15:24,084][demucs.solver][INFO] - Train | Epoch 177 | 11/14 | 0.96 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.0640
[2024-12-12 14:15:24,716][demucs.solver][INFO] - Train | Epoch 177 | 12/14 | 0.99 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.0621
[2024-12-12 14:15:25,346][demucs.solver][INFO] - Train | Epoch 177 | 13/14 | 1.02 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0675
[2024-12-12 14:15:25,721][demucs.solver][INFO] - Train Summary | Epoch 177 | Loss=0.2445 | Reco=0.2445 | Grad=0.0675
[2024-12-12 14:15:25,721][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:15:25,721][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:15:27,898][demucs.solver][INFO] - Valid | Epoch 177 | 1/20 | 3.19 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.111
[2024-12-12 14:15:28,154][demucs.solver][INFO] - Valid | Epoch 177 | 2/20 | 3.40 it/sec | Loss 0.4523 | Reco 0.4523 | Nsdr 1.113
[2024-12-12 14:15:28,437][demucs.solver][INFO] - Valid | Epoch 177 | 3/20 | 3.43 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.131
[2024-12-12 14:15:28,742][demucs.solver][INFO] - Valid | Epoch 177 | 4/20 | 3.40 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.141
[2024-12-12 14:15:28,989][demucs.solver][INFO] - Valid | Epoch 177 | 5/20 | 3.49 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.134
[2024-12-12 14:15:29,198][demucs.solver][INFO] - Valid | Epoch 177 | 6/20 | 3.63 it/sec | Loss 0.5228 | Reco 0.5228 | Nsdr 1.131
[2024-12-12 14:15:29,440][demucs.solver][INFO] - Valid | Epoch 177 | 7/20 | 3.69 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.135
[2024-12-12 14:15:29,751][demucs.solver][INFO] - Valid | Epoch 177 | 8/20 | 3.63 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.134
[2024-12-12 14:15:29,947][demucs.solver][INFO] - Valid | Epoch 177 | 9/20 | 3.74 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.137
[2024-12-12 14:15:30,214][demucs.solver][INFO] - Valid | Epoch 177 | 10/20 | 3.74 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.123
[2024-12-12 14:15:30,548][demucs.solver][INFO] - Valid | Epoch 177 | 11/20 | 3.66 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.114
[2024-12-12 14:15:30,767][demucs.solver][INFO] - Valid | Epoch 177 | 12/20 | 3.72 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.095
[2024-12-12 14:15:30,961][demucs.solver][INFO] - Valid | Epoch 177 | 13/20 | 3.79 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.092
[2024-12-12 14:15:31,178][demucs.solver][INFO] - Valid | Epoch 177 | 14/20 | 3.84 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.093
[2024-12-12 14:15:31,372][demucs.solver][INFO] - Valid | Epoch 177 | 15/20 | 3.90 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.096
[2024-12-12 14:15:31,564][demucs.solver][INFO] - Valid | Epoch 177 | 16/20 | 3.96 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.097
[2024-12-12 14:15:31,756][demucs.solver][INFO] - Valid | Epoch 177 | 17/20 | 4.01 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.102
[2024-12-12 14:15:31,964][demucs.solver][INFO] - Valid | Epoch 177 | 18/20 | 4.05 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.096
[2024-12-12 14:15:32,119][demucs.solver][INFO] - Valid | Epoch 177 | 19/20 | 4.13 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.102
[2024-12-12 14:15:32,548][demucs.solver][INFO] - Valid Summary | Epoch 177 | Loss=0.5491 | Reco=0.5491 | Nsdr=1.102 | Best=0.5452 | Bname=main
[2024-12-12 14:15:33,898][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:15:33,899][demucs.solver][INFO] - Training...
[2024-12-12 14:15:43,236][demucs.solver][INFO] - Train | Epoch 178 | 1/14 | 0.25 it/sec | Loss 0.2653 | Reco 0.2653 | Grad 0.0350
[2024-12-12 14:15:43,907][demucs.solver][INFO] - Train | Epoch 178 | 2/14 | 0.35 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0461
[2024-12-12 14:15:44,548][demucs.solver][INFO] - Train | Epoch 178 | 3/14 | 0.44 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.0425
[2024-12-12 14:15:45,187][demucs.solver][INFO] - Train | Epoch 178 | 4/14 | 0.51 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0515
[2024-12-12 14:15:45,816][demucs.solver][INFO] - Train | Epoch 178 | 5/14 | 0.58 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.0450
[2024-12-12 14:15:46,441][demucs.solver][INFO] - Train | Epoch 178 | 6/14 | 0.63 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0477
[2024-12-12 14:15:47,068][demucs.solver][INFO] - Train | Epoch 178 | 7/14 | 0.68 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.0456
[2024-12-12 14:15:47,694][demucs.solver][INFO] - Train | Epoch 178 | 8/14 | 0.73 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.0454
[2024-12-12 14:15:48,320][demucs.solver][INFO] - Train | Epoch 178 | 9/14 | 0.77 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.0492
[2024-12-12 14:15:48,946][demucs.solver][INFO] - Train | Epoch 178 | 10/14 | 0.81 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0478
[2024-12-12 14:15:49,572][demucs.solver][INFO] - Train | Epoch 178 | 11/14 | 0.85 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0484
[2024-12-12 14:15:50,197][demucs.solver][INFO] - Train | Epoch 178 | 12/14 | 0.88 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.0601
[2024-12-12 14:15:50,824][demucs.solver][INFO] - Train | Epoch 178 | 13/14 | 0.91 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0584
[2024-12-12 14:15:51,152][demucs.solver][INFO] - Train Summary | Epoch 178 | Loss=0.2581 | Reco=0.2581 | Grad=0.0584
[2024-12-12 14:15:51,153][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:15:51,153][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:15:53,468][demucs.solver][INFO] - Valid | Epoch 178 | 1/20 | 3.45 it/sec | Loss 0.5830 | Reco 0.5830 | Nsdr 1.117
[2024-12-12 14:15:53,689][demucs.solver][INFO] - Valid | Epoch 178 | 2/20 | 3.75 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.117
[2024-12-12 14:15:53,886][demucs.solver][INFO] - Valid | Epoch 178 | 3/20 | 4.01 it/sec | Loss 0.4986 | Reco 0.4986 | Nsdr 1.136
[2024-12-12 14:15:54,101][demucs.solver][INFO] - Valid | Epoch 178 | 4/20 | 4.13 it/sec | Loss 0.5172 | Reco 0.5172 | Nsdr 1.148
[2024-12-12 14:15:54,280][demucs.solver][INFO] - Valid | Epoch 178 | 5/20 | 4.31 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.141
[2024-12-12 14:15:54,476][demucs.solver][INFO] - Valid | Epoch 178 | 6/20 | 4.41 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.139
[2024-12-12 14:15:54,674][demucs.solver][INFO] - Valid | Epoch 178 | 7/20 | 4.48 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.143
[2024-12-12 14:15:54,869][demucs.solver][INFO] - Valid | Epoch 178 | 8/20 | 4.55 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.141
[2024-12-12 14:15:55,044][demucs.solver][INFO] - Valid | Epoch 178 | 9/20 | 4.64 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.145
[2024-12-12 14:15:55,250][demucs.solver][INFO] - Valid | Epoch 178 | 10/20 | 4.66 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.130
[2024-12-12 14:15:55,443][demucs.solver][INFO] - Valid | Epoch 178 | 11/20 | 4.70 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.121
[2024-12-12 14:15:55,643][demucs.solver][INFO] - Valid | Epoch 178 | 12/20 | 4.72 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.101
[2024-12-12 14:15:55,817][demucs.solver][INFO] - Valid | Epoch 178 | 13/20 | 4.78 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.099
[2024-12-12 14:15:56,008][demucs.solver][INFO] - Valid | Epoch 178 | 14/20 | 4.81 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.100
[2024-12-12 14:15:56,216][demucs.solver][INFO] - Valid | Epoch 178 | 15/20 | 4.81 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.102
[2024-12-12 14:15:56,409][demucs.solver][INFO] - Valid | Epoch 178 | 16/20 | 4.83 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.104
[2024-12-12 14:15:56,625][demucs.solver][INFO] - Valid | Epoch 178 | 17/20 | 4.82 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.109
[2024-12-12 14:15:56,837][demucs.solver][INFO] - Valid | Epoch 178 | 18/20 | 4.81 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.103
[2024-12-12 14:15:57,038][demucs.solver][INFO] - Valid | Epoch 178 | 19/20 | 4.82 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.109
[2024-12-12 14:15:57,453][demucs.solver][INFO] - Valid Summary | Epoch 178 | Loss=0.5489 | Reco=0.5489 | Nsdr=1.109 | Best=0.5452 | Bname=main
[2024-12-12 14:15:58,857][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:15:58,857][demucs.solver][INFO] - Training...
[2024-12-12 14:16:05,483][demucs.solver][INFO] - Train | Epoch 179 | 1/14 | 0.40 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.0776
[2024-12-12 14:16:06,961][demucs.solver][INFO] - Train | Epoch 179 | 2/14 | 0.46 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 0.0817
[2024-12-12 14:16:07,728][demucs.solver][INFO] - Train | Epoch 179 | 3/14 | 0.55 it/sec | Loss 0.2677 | Reco 0.2677 | Grad 0.0734
[2024-12-12 14:16:08,364][demucs.solver][INFO] - Train | Epoch 179 | 4/14 | 0.63 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.0810
[2024-12-12 14:16:08,994][demucs.solver][INFO] - Train | Epoch 179 | 5/14 | 0.70 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0722
[2024-12-12 14:16:09,625][demucs.solver][INFO] - Train | Epoch 179 | 6/14 | 0.76 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.0713
[2024-12-12 14:16:10,254][demucs.solver][INFO] - Train | Epoch 179 | 7/14 | 0.82 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0717
[2024-12-12 14:16:10,895][demucs.solver][INFO] - Train | Epoch 179 | 8/14 | 0.86 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0720
[2024-12-12 14:16:11,528][demucs.solver][INFO] - Train | Epoch 179 | 9/14 | 0.90 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0717
[2024-12-12 14:16:12,161][demucs.solver][INFO] - Train | Epoch 179 | 10/14 | 0.94 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0730
[2024-12-12 14:16:12,794][demucs.solver][INFO] - Train | Epoch 179 | 11/14 | 0.97 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0705
[2024-12-12 14:16:13,428][demucs.solver][INFO] - Train | Epoch 179 | 12/14 | 1.00 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0671
[2024-12-12 14:16:14,063][demucs.solver][INFO] - Train | Epoch 179 | 13/14 | 1.03 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0657
[2024-12-12 14:16:14,400][demucs.solver][INFO] - Train Summary | Epoch 179 | Loss=0.2496 | Reco=0.2496 | Grad=0.0657
[2024-12-12 14:16:14,401][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:16:14,401][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:16:18,111][demucs.solver][INFO] - Valid | Epoch 179 | 1/20 | 0.98 it/sec | Loss 0.5851 | Reco 0.5851 | Nsdr 1.091
[2024-12-12 14:16:18,711][demucs.solver][INFO] - Valid | Epoch 179 | 2/20 | 1.14 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 1.092
[2024-12-12 14:16:19,128][demucs.solver][INFO] - Valid | Epoch 179 | 3/20 | 1.31 it/sec | Loss 0.5005 | Reco 0.5005 | Nsdr 1.111
[2024-12-12 14:16:19,457][demucs.solver][INFO] - Valid | Epoch 179 | 4/20 | 1.48 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.120
[2024-12-12 14:16:19,690][demucs.solver][INFO] - Valid | Epoch 179 | 5/20 | 1.66 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.108
[2024-12-12 14:16:19,965][demucs.solver][INFO] - Valid | Epoch 179 | 6/20 | 1.80 it/sec | Loss 0.5250 | Reco 0.5250 | Nsdr 1.106
[2024-12-12 14:16:20,251][demucs.solver][INFO] - Valid | Epoch 179 | 7/20 | 1.92 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.111
[2024-12-12 14:16:20,507][demucs.solver][INFO] - Valid | Epoch 179 | 8/20 | 2.03 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.107
[2024-12-12 14:16:20,795][demucs.solver][INFO] - Valid | Epoch 179 | 9/20 | 2.12 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.110
[2024-12-12 14:16:21,068][demucs.solver][INFO] - Valid | Epoch 179 | 10/20 | 2.20 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.097
[2024-12-12 14:16:21,319][demucs.solver][INFO] - Valid | Epoch 179 | 11/20 | 2.29 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.089
[2024-12-12 14:16:21,535][demucs.solver][INFO] - Valid | Epoch 179 | 12/20 | 2.38 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.070
[2024-12-12 14:16:21,735][demucs.solver][INFO] - Valid | Epoch 179 | 13/20 | 2.47 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.068
[2024-12-12 14:16:22,000][demucs.solver][INFO] - Valid | Epoch 179 | 14/20 | 2.53 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.068
[2024-12-12 14:16:22,306][demucs.solver][INFO] - Valid | Epoch 179 | 15/20 | 2.57 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.071
[2024-12-12 14:16:22,519][demucs.solver][INFO] - Valid | Epoch 179 | 16/20 | 2.64 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.073
[2024-12-12 14:16:22,779][demucs.solver][INFO] - Valid | Epoch 179 | 17/20 | 2.69 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.078
[2024-12-12 14:16:22,997][demucs.solver][INFO] - Valid | Epoch 179 | 18/20 | 2.75 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.073
[2024-12-12 14:16:23,258][demucs.solver][INFO] - Valid | Epoch 179 | 19/20 | 2.79 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.079
[2024-12-12 14:16:23,624][demucs.solver][INFO] - Valid Summary | Epoch 179 | Loss=0.5513 | Reco=0.5513 | Nsdr=1.079 | Best=0.5452 | Bname=main
[2024-12-12 14:16:25,014][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:16:25,015][demucs.solver][INFO] - Training...
[2024-12-12 14:16:28,846][demucs.solver][INFO] - Train | Epoch 180 | 1/14 | 0.87 it/sec | Loss 0.2793 | Reco 0.2793 | Grad 0.0369
[2024-12-12 14:16:34,543][demucs.solver][INFO] - Train | Epoch 180 | 2/14 | 0.38 it/sec | Loss 0.2743 | Reco 0.2743 | Grad 0.0363
[2024-12-12 14:16:35,193][demucs.solver][INFO] - Train | Epoch 180 | 3/14 | 0.46 it/sec | Loss 0.2667 | Reco 0.2667 | Grad 0.0364
[2024-12-12 14:16:35,832][demucs.solver][INFO] - Train | Epoch 180 | 4/14 | 0.54 it/sec | Loss 0.2646 | Reco 0.2646 | Grad 0.0448
[2024-12-12 14:16:36,472][demucs.solver][INFO] - Train | Epoch 180 | 5/14 | 0.60 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.0513
[2024-12-12 14:16:37,109][demucs.solver][INFO] - Train | Epoch 180 | 6/14 | 0.66 it/sec | Loss 0.2612 | Reco 0.2612 | Grad 0.0634
[2024-12-12 14:16:37,745][demucs.solver][INFO] - Train | Epoch 180 | 7/14 | 0.71 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 0.0619
[2024-12-12 14:16:38,628][demucs.solver][INFO] - Train | Epoch 180 | 8/14 | 0.74 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0654
[2024-12-12 14:16:39,294][demucs.solver][INFO] - Train | Epoch 180 | 9/14 | 0.78 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0622
[2024-12-12 14:16:39,972][demucs.solver][INFO] - Train | Epoch 180 | 10/14 | 0.82 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0611
[2024-12-12 14:16:40,684][demucs.solver][INFO] - Train | Epoch 180 | 11/14 | 0.85 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0646
[2024-12-12 14:16:41,324][demucs.solver][INFO] - Train | Epoch 180 | 12/14 | 0.88 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0640
[2024-12-12 14:16:42,009][demucs.solver][INFO] - Train | Epoch 180 | 13/14 | 0.91 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0635
[2024-12-12 14:16:42,338][demucs.solver][INFO] - Train Summary | Epoch 180 | Loss=0.2525 | Reco=0.2525 | Grad=0.0635
[2024-12-12 14:16:42,338][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:16:42,338][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:16:44,433][demucs.solver][INFO] - Valid | Epoch 180 | 1/20 | 3.25 it/sec | Loss 0.5866 | Reco 0.5866 | Nsdr 1.069
[2024-12-12 14:16:44,638][demucs.solver][INFO] - Valid | Epoch 180 | 2/20 | 3.66 it/sec | Loss 0.4550 | Reco 0.4550 | Nsdr 1.073
[2024-12-12 14:16:44,814][demucs.solver][INFO] - Valid | Epoch 180 | 3/20 | 4.02 it/sec | Loss 0.5019 | Reco 0.5019 | Nsdr 1.090
[2024-12-12 14:16:45,010][demucs.solver][INFO] - Valid | Epoch 180 | 4/20 | 4.19 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.096
[2024-12-12 14:16:45,168][demucs.solver][INFO] - Valid | Epoch 180 | 5/20 | 4.45 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.080
[2024-12-12 14:16:45,387][demucs.solver][INFO] - Valid | Epoch 180 | 6/20 | 4.46 it/sec | Loss 0.5270 | Reco 0.5270 | Nsdr 1.079
[2024-12-12 14:16:45,582][demucs.solver][INFO] - Valid | Epoch 180 | 7/20 | 4.53 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.082
[2024-12-12 14:16:45,773][demucs.solver][INFO] - Valid | Epoch 180 | 8/20 | 4.60 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.075
[2024-12-12 14:16:45,952][demucs.solver][INFO] - Valid | Epoch 180 | 9/20 | 4.69 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.075
[2024-12-12 14:16:46,144][demucs.solver][INFO] - Valid | Epoch 180 | 10/20 | 4.73 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.063
[2024-12-12 14:16:46,335][demucs.solver][INFO] - Valid | Epoch 180 | 11/20 | 4.77 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.057
[2024-12-12 14:16:46,528][demucs.solver][INFO] - Valid | Epoch 180 | 12/20 | 4.80 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.039
[2024-12-12 14:16:46,720][demucs.solver][INFO] - Valid | Epoch 180 | 13/20 | 4.82 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.037
[2024-12-12 14:16:46,912][demucs.solver][INFO] - Valid | Epoch 180 | 14/20 | 4.85 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.038
[2024-12-12 14:16:47,120][demucs.solver][INFO] - Valid | Epoch 180 | 15/20 | 4.85 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.041
[2024-12-12 14:16:47,317][demucs.solver][INFO] - Valid | Epoch 180 | 16/20 | 4.86 it/sec | Loss 0.5834 | Reco 0.5834 | Nsdr 1.043
[2024-12-12 14:16:47,528][demucs.solver][INFO] - Valid | Epoch 180 | 17/20 | 4.85 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.050
[2024-12-12 14:16:47,682][demucs.solver][INFO] - Valid | Epoch 180 | 18/20 | 4.92 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.045
[2024-12-12 14:16:47,891][demucs.solver][INFO] - Valid | Epoch 180 | 19/20 | 4.91 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.050
[2024-12-12 14:16:48,242][demucs.solver][INFO] - Valid Summary | Epoch 180 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.050 | Best=0.5452 | Bname=main
[2024-12-12 14:16:48,242][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:16:48,242][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 14:17:01,809][demucs.evaluate][INFO] - Eval | 1/20 | 0.30 it/sec
[2024-12-12 14:17:05,230][demucs.evaluate][INFO] - Eval | 2/20 | 0.30 it/sec
[2024-12-12 14:17:08,461][demucs.evaluate][INFO] - Eval | 3/20 | 0.30 it/sec
[2024-12-12 14:17:11,797][demucs.evaluate][INFO] - Eval | 4/20 | 0.30 it/sec
[2024-12-12 14:17:15,135][demucs.evaluate][INFO] - Eval | 5/20 | 0.30 it/sec
[2024-12-12 14:17:18,454][demucs.evaluate][INFO] - Eval | 6/20 | 0.30 it/sec
[2024-12-12 14:17:21,757][demucs.evaluate][INFO] - Eval | 7/20 | 0.30 it/sec
[2024-12-12 14:17:25,185][demucs.evaluate][INFO] - Eval | 8/20 | 0.30 it/sec
[2024-12-12 14:17:28,528][demucs.evaluate][INFO] - Eval | 9/20 | 0.30 it/sec
[2024-12-12 14:17:32,194][demucs.evaluate][INFO] - Eval | 10/20 | 0.30 it/sec
[2024-12-12 14:17:35,656][demucs.evaluate][INFO] - Eval | 11/20 | 0.30 it/sec
[2024-12-12 14:17:38,944][demucs.evaluate][INFO] - Eval | 12/20 | 0.30 it/sec
[2024-12-12 14:17:42,390][demucs.evaluate][INFO] - Eval | 13/20 | 0.30 it/sec
[2024-12-12 14:17:46,325][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 14:17:49,718][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 14:17:53,045][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 14:17:56,399][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 14:17:59,821][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 14:18:03,111][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 14:18:03,129][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 116.40 it/sec
[2024-12-12 14:18:03,140][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 108.15 it/sec
[2024-12-12 14:18:03,152][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 100.64 it/sec
[2024-12-12 14:18:03,160][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 104.39 it/sec
[2024-12-12 14:18:03,169][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 104.60 it/sec
[2024-12-12 14:18:03,186][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 94.43 it/sec
[2024-12-12 14:18:03,194][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 97.86 it/sec
[2024-12-12 14:18:03,204][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 97.74 it/sec
[2024-12-12 14:18:03,213][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 99.01 it/sec
[2024-12-12 14:18:03,224][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 97.91 it/sec
[2024-12-12 14:18:03,247][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 89.13 it/sec
[2024-12-12 14:18:03,256][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 90.20 it/sec
[2024-12-12 14:18:03,267][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 90.26 it/sec
[2024-12-12 14:18:03,274][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 92.57 it/sec
[2024-12-12 14:18:03,282][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 94.03 it/sec
[2024-12-12 14:18:03,304][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 88.37 it/sec
[2024-12-12 14:18:03,312][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 89.92 it/sec
[2024-12-12 14:18:03,320][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 91.46 it/sec
[2024-12-12 14:18:03,328][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 92.50 it/sec
[2024-12-12 14:18:03,383][demucs.solver][INFO] - Test Summary | Epoch 180 | Nsdr=1.011 | Nsdr_drums=0.998 | Nsdr_bass=1.021 | Nsdr_other=1.017 | Nsdr_vocals=1.007
[2024-12-12 14:18:04,749][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:18:04,750][demucs.solver][INFO] - Training...
[2024-12-12 14:18:11,868][demucs.solver][INFO] - Train | Epoch 181 | 1/14 | 0.36 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.0998
[2024-12-12 14:18:12,517][demucs.solver][INFO] - Train | Epoch 181 | 2/14 | 0.49 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.0884
[2024-12-12 14:18:13,160][demucs.solver][INFO] - Train | Epoch 181 | 3/14 | 0.59 it/sec | Loss 0.2647 | Reco 0.2647 | Grad 0.0775
[2024-12-12 14:18:13,801][demucs.solver][INFO] - Train | Epoch 181 | 4/14 | 0.67 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.0881
[2024-12-12 14:18:14,439][demucs.solver][INFO] - Train | Epoch 181 | 5/14 | 0.74 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.0922
[2024-12-12 14:18:15,088][demucs.solver][INFO] - Train | Epoch 181 | 6/14 | 0.80 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0853
[2024-12-12 14:18:15,726][demucs.solver][INFO] - Train | Epoch 181 | 7/14 | 0.86 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0802
[2024-12-12 14:18:16,360][demucs.solver][INFO] - Train | Epoch 181 | 8/14 | 0.90 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0812
[2024-12-12 14:18:16,998][demucs.solver][INFO] - Train | Epoch 181 | 9/14 | 0.94 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0821
[2024-12-12 14:18:17,628][demucs.solver][INFO] - Train | Epoch 181 | 10/14 | 0.98 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0783
[2024-12-12 14:18:18,261][demucs.solver][INFO] - Train | Epoch 181 | 11/14 | 1.01 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0758
[2024-12-12 14:18:18,888][demucs.solver][INFO] - Train | Epoch 181 | 12/14 | 1.04 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0781
[2024-12-12 14:18:19,517][demucs.solver][INFO] - Train | Epoch 181 | 13/14 | 1.07 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0746
[2024-12-12 14:18:19,864][demucs.solver][INFO] - Train Summary | Epoch 181 | Loss=0.2539 | Reco=0.2539 | Grad=0.0746
[2024-12-12 14:18:19,864][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:18:19,864][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:18:22,319][demucs.solver][INFO] - Valid | Epoch 181 | 1/20 | 2.02 it/sec | Loss 0.5843 | Reco 0.5843 | Nsdr 1.099
[2024-12-12 14:18:22,541][demucs.solver][INFO] - Valid | Epoch 181 | 2/20 | 2.48 it/sec | Loss 0.4534 | Reco 0.4534 | Nsdr 1.100
[2024-12-12 14:18:22,736][demucs.solver][INFO] - Valid | Epoch 181 | 3/20 | 2.85 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.119
[2024-12-12 14:18:22,947][demucs.solver][INFO] - Valid | Epoch 181 | 4/20 | 3.09 it/sec | Loss 0.5185 | Reco 0.5185 | Nsdr 1.130
[2024-12-12 14:18:23,140][demucs.solver][INFO] - Valid | Epoch 181 | 5/20 | 3.32 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.122
[2024-12-12 14:18:23,354][demucs.solver][INFO] - Valid | Epoch 181 | 6/20 | 3.46 it/sec | Loss 0.5239 | Reco 0.5239 | Nsdr 1.120
[2024-12-12 14:18:23,555][demucs.solver][INFO] - Valid | Epoch 181 | 7/20 | 3.60 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.124
[2024-12-12 14:18:23,788][demucs.solver][INFO] - Valid | Epoch 181 | 8/20 | 3.66 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.122
[2024-12-12 14:18:24,007][demucs.solver][INFO] - Valid | Epoch 181 | 9/20 | 3.74 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.125
[2024-12-12 14:18:24,179][demucs.solver][INFO] - Valid | Epoch 181 | 10/20 | 3.86 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.112
[2024-12-12 14:18:24,351][demucs.solver][INFO] - Valid | Epoch 181 | 11/20 | 3.97 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.103
[2024-12-12 14:18:24,558][demucs.solver][INFO] - Valid | Epoch 181 | 12/20 | 4.03 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.084
[2024-12-12 14:18:24,747][demucs.solver][INFO] - Valid | Epoch 181 | 13/20 | 4.10 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.081
[2024-12-12 14:18:24,940][demucs.solver][INFO] - Valid | Epoch 181 | 14/20 | 4.16 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.082
[2024-12-12 14:18:25,151][demucs.solver][INFO] - Valid | Epoch 181 | 15/20 | 4.19 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.085
[2024-12-12 14:18:25,364][demucs.solver][INFO] - Valid | Epoch 181 | 16/20 | 4.21 it/sec | Loss 0.5802 | Reco 0.5802 | Nsdr 1.086
[2024-12-12 14:18:25,560][demucs.solver][INFO] - Valid | Epoch 181 | 17/20 | 4.26 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.091
[2024-12-12 14:18:25,751][demucs.solver][INFO] - Valid | Epoch 181 | 18/20 | 4.30 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.085
[2024-12-12 14:18:25,906][demucs.solver][INFO] - Valid | Epoch 181 | 19/20 | 4.37 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.091
[2024-12-12 14:18:26,275][demucs.solver][INFO] - Valid Summary | Epoch 181 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.091 | Best=0.5452 | Bname=main
[2024-12-12 14:18:27,713][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:18:27,713][demucs.solver][INFO] - Training...
[2024-12-12 14:18:36,471][demucs.solver][INFO] - Train | Epoch 182 | 1/14 | 0.28 it/sec | Loss 0.2737 | Reco 0.2737 | Grad 0.1103
[2024-12-12 14:18:37,125][demucs.solver][INFO] - Train | Epoch 182 | 2/14 | 0.38 it/sec | Loss 0.2721 | Reco 0.2721 | Grad 0.0929
[2024-12-12 14:18:37,760][demucs.solver][INFO] - Train | Epoch 182 | 3/14 | 0.47 it/sec | Loss 0.2612 | Reco 0.2612 | Grad 0.0942
[2024-12-12 14:18:38,395][demucs.solver][INFO] - Train | Epoch 182 | 4/14 | 0.55 it/sec | Loss 0.2634 | Reco 0.2634 | Grad 0.0933
[2024-12-12 14:18:39,037][demucs.solver][INFO] - Train | Epoch 182 | 5/14 | 0.61 it/sec | Loss 0.2640 | Reco 0.2640 | Grad 0.0875
[2024-12-12 14:18:39,674][demucs.solver][INFO] - Train | Epoch 182 | 6/14 | 0.67 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0912
[2024-12-12 14:18:40,305][demucs.solver][INFO] - Train | Epoch 182 | 7/14 | 0.72 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0853
[2024-12-12 14:18:40,931][demucs.solver][INFO] - Train | Epoch 182 | 8/14 | 0.77 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0791
[2024-12-12 14:18:41,561][demucs.solver][INFO] - Train | Epoch 182 | 9/14 | 0.81 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0838
[2024-12-12 14:18:42,200][demucs.solver][INFO] - Train | Epoch 182 | 10/14 | 0.85 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0830
[2024-12-12 14:18:42,827][demucs.solver][INFO] - Train | Epoch 182 | 11/14 | 0.88 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0811
[2024-12-12 14:18:43,453][demucs.solver][INFO] - Train | Epoch 182 | 12/14 | 0.91 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0796
[2024-12-12 14:18:44,077][demucs.solver][INFO] - Train | Epoch 182 | 13/14 | 0.94 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0777
[2024-12-12 14:18:44,396][demucs.solver][INFO] - Train Summary | Epoch 182 | Loss=0.2465 | Reco=0.2465 | Grad=0.0777
[2024-12-12 14:18:44,396][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:18:44,396][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:18:47,836][demucs.solver][INFO] - Valid | Epoch 182 | 1/20 | 1.01 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.111
[2024-12-12 14:18:48,686][demucs.solver][INFO] - Valid | Epoch 182 | 2/20 | 1.06 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.116
[2024-12-12 14:18:49,565][demucs.solver][INFO] - Valid | Epoch 182 | 3/20 | 1.08 it/sec | Loss 0.4995 | Reco 0.4995 | Nsdr 1.134
[2024-12-12 14:18:50,170][demucs.solver][INFO] - Valid | Epoch 182 | 4/20 | 1.16 it/sec | Loss 0.5183 | Reco 0.5183 | Nsdr 1.139
[2024-12-12 14:18:50,510][demucs.solver][INFO] - Valid | Epoch 182 | 5/20 | 1.29 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.123
[2024-12-12 14:18:50,845][demucs.solver][INFO] - Valid | Epoch 182 | 6/20 | 1.40 it/sec | Loss 0.5242 | Reco 0.5242 | Nsdr 1.121
[2024-12-12 14:18:51,222][demucs.solver][INFO] - Valid | Epoch 182 | 7/20 | 1.49 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.124
[2024-12-12 14:18:51,702][demucs.solver][INFO] - Valid | Epoch 182 | 8/20 | 1.54 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.117
[2024-12-12 14:18:52,013][demucs.solver][INFO] - Valid | Epoch 182 | 9/20 | 1.63 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.118
[2024-12-12 14:18:52,335][demucs.solver][INFO] - Valid | Epoch 182 | 10/20 | 1.70 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.106
[2024-12-12 14:18:52,717][demucs.solver][INFO] - Valid | Epoch 182 | 11/20 | 1.75 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.099
[2024-12-12 14:18:53,048][demucs.solver][INFO] - Valid | Epoch 182 | 12/20 | 1.81 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.080
[2024-12-12 14:18:53,382][demucs.solver][INFO] - Valid | Epoch 182 | 13/20 | 1.86 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.078
[2024-12-12 14:18:53,762][demucs.solver][INFO] - Valid | Epoch 182 | 14/20 | 1.90 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.079
[2024-12-12 14:18:53,988][demucs.solver][INFO] - Valid | Epoch 182 | 15/20 | 1.97 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.082
[2024-12-12 14:18:54,206][demucs.solver][INFO] - Valid | Epoch 182 | 16/20 | 2.04 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.083
[2024-12-12 14:18:54,400][demucs.solver][INFO] - Valid | Epoch 182 | 17/20 | 2.11 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.091
[2024-12-12 14:18:54,699][demucs.solver][INFO] - Valid | Epoch 182 | 18/20 | 2.15 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.086
[2024-12-12 14:18:54,862][demucs.solver][INFO] - Valid | Epoch 182 | 19/20 | 2.22 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.092
[2024-12-12 14:18:55,239][demucs.solver][INFO] - Valid Summary | Epoch 182 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.092 | Best=0.5452 | Bname=main
[2024-12-12 14:18:56,611][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:18:56,611][demucs.solver][INFO] - Training...
[2024-12-12 14:19:06,141][demucs.solver][INFO] - Train | Epoch 183 | 1/14 | 0.25 it/sec | Loss 0.2700 | Reco 0.2700 | Grad 0.1175
[2024-12-12 14:19:06,791][demucs.solver][INFO] - Train | Epoch 183 | 2/14 | 0.34 it/sec | Loss 0.2651 | Reco 0.2651 | Grad 0.1269
[2024-12-12 14:19:07,452][demucs.solver][INFO] - Train | Epoch 183 | 3/14 | 0.43 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.1043
[2024-12-12 14:19:08,093][demucs.solver][INFO] - Train | Epoch 183 | 4/14 | 0.50 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0967
[2024-12-12 14:19:08,733][demucs.solver][INFO] - Train | Epoch 183 | 5/14 | 0.56 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.1023
[2024-12-12 14:19:09,374][demucs.solver][INFO] - Train | Epoch 183 | 6/14 | 0.62 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0986
[2024-12-12 14:19:10,013][demucs.solver][INFO] - Train | Epoch 183 | 7/14 | 0.67 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0911
[2024-12-12 14:19:10,658][demucs.solver][INFO] - Train | Epoch 183 | 8/14 | 0.72 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.0860
[2024-12-12 14:19:11,296][demucs.solver][INFO] - Train | Epoch 183 | 9/14 | 0.76 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0796
[2024-12-12 14:19:11,927][demucs.solver][INFO] - Train | Epoch 183 | 10/14 | 0.79 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0819
[2024-12-12 14:19:12,563][demucs.solver][INFO] - Train | Epoch 183 | 11/14 | 0.83 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0784
[2024-12-12 14:19:13,194][demucs.solver][INFO] - Train | Epoch 183 | 12/14 | 0.86 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0759
[2024-12-12 14:19:13,823][demucs.solver][INFO] - Train | Epoch 183 | 13/14 | 0.89 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0777
[2024-12-12 14:19:14,162][demucs.solver][INFO] - Train Summary | Epoch 183 | Loss=0.2482 | Reco=0.2482 | Grad=0.0777
[2024-12-12 14:19:14,163][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:19:14,163][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:19:16,681][demucs.solver][INFO] - Valid | Epoch 183 | 1/20 | 1.90 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.154
[2024-12-12 14:19:17,076][demucs.solver][INFO] - Valid | Epoch 183 | 2/20 | 2.07 it/sec | Loss 0.4508 | Reco 0.4508 | Nsdr 1.154
[2024-12-12 14:19:17,459][demucs.solver][INFO] - Valid | Epoch 183 | 3/20 | 2.18 it/sec | Loss 0.4972 | Reco 0.4972 | Nsdr 1.172
[2024-12-12 14:19:17,758][demucs.solver][INFO] - Valid | Epoch 183 | 4/20 | 2.35 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.180
[2024-12-12 14:19:18,228][demucs.solver][INFO] - Valid | Epoch 183 | 5/20 | 2.31 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.170
[2024-12-12 14:19:18,602][demucs.solver][INFO] - Valid | Epoch 183 | 6/20 | 2.35 it/sec | Loss 0.5212 | Reco 0.5212 | Nsdr 1.166
[2024-12-12 14:19:19,017][demucs.solver][INFO] - Valid | Epoch 183 | 7/20 | 2.36 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.170
[2024-12-12 14:19:19,294][demucs.solver][INFO] - Valid | Epoch 183 | 8/20 | 2.45 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.167
[2024-12-12 14:19:19,597][demucs.solver][INFO] - Valid | Epoch 183 | 9/20 | 2.52 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.170
[2024-12-12 14:19:19,789][demucs.solver][INFO] - Valid | Epoch 183 | 10/20 | 2.64 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.155
[2024-12-12 14:19:19,966][demucs.solver][INFO] - Valid | Epoch 183 | 11/20 | 2.77 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.146
[2024-12-12 14:19:20,206][demucs.solver][INFO] - Valid | Epoch 183 | 12/20 | 2.84 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.126
[2024-12-12 14:19:20,496][demucs.solver][INFO] - Valid | Epoch 183 | 13/20 | 2.88 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.123
[2024-12-12 14:19:20,778][demucs.solver][INFO] - Valid | Epoch 183 | 14/20 | 2.91 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.123
[2024-12-12 14:19:21,027][demucs.solver][INFO] - Valid | Epoch 183 | 15/20 | 2.96 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.126
[2024-12-12 14:19:21,228][demucs.solver][INFO] - Valid | Epoch 183 | 16/20 | 3.03 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.127
[2024-12-12 14:19:21,409][demucs.solver][INFO] - Valid | Epoch 183 | 17/20 | 3.11 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.134
[2024-12-12 14:19:21,619][demucs.solver][INFO] - Valid | Epoch 183 | 18/20 | 3.17 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.129
[2024-12-12 14:19:21,812][demucs.solver][INFO] - Valid | Epoch 183 | 19/20 | 3.23 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.135
[2024-12-12 14:19:22,221][demucs.solver][INFO] - Valid Summary | Epoch 183 | Loss=0.5475 | Reco=0.5475 | Nsdr=1.135 | Best=0.5452 | Bname=main
[2024-12-12 14:19:23,692][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:19:23,692][demucs.solver][INFO] - Training...
[2024-12-12 14:19:33,252][demucs.solver][INFO] - Train | Epoch 184 | 1/14 | 0.25 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0937
[2024-12-12 14:19:33,896][demucs.solver][INFO] - Train | Epoch 184 | 2/14 | 0.35 it/sec | Loss 0.2611 | Reco 0.2611 | Grad 0.0730
[2024-12-12 14:19:34,536][demucs.solver][INFO] - Train | Epoch 184 | 3/14 | 0.44 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0800
[2024-12-12 14:19:35,269][demucs.solver][INFO] - Train | Epoch 184 | 4/14 | 0.51 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 0.0952
[2024-12-12 14:19:35,913][demucs.solver][INFO] - Train | Epoch 184 | 5/14 | 0.57 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.0900
[2024-12-12 14:19:36,549][demucs.solver][INFO] - Train | Epoch 184 | 6/14 | 0.63 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 0.0880
[2024-12-12 14:19:37,358][demucs.solver][INFO] - Train | Epoch 184 | 7/14 | 0.67 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0798
[2024-12-12 14:19:37,987][demucs.solver][INFO] - Train | Epoch 184 | 8/14 | 0.71 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0764
[2024-12-12 14:19:38,612][demucs.solver][INFO] - Train | Epoch 184 | 9/14 | 0.76 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.0725
[2024-12-12 14:19:39,238][demucs.solver][INFO] - Train | Epoch 184 | 10/14 | 0.79 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0711
[2024-12-12 14:19:39,870][demucs.solver][INFO] - Train | Epoch 184 | 11/14 | 0.83 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0798
[2024-12-12 14:19:40,493][demucs.solver][INFO] - Train | Epoch 184 | 12/14 | 0.86 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0766
[2024-12-12 14:19:41,121][demucs.solver][INFO] - Train | Epoch 184 | 13/14 | 0.89 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0739
[2024-12-12 14:19:41,496][demucs.solver][INFO] - Train Summary | Epoch 184 | Loss=0.2521 | Reco=0.2521 | Grad=0.0739
[2024-12-12 14:19:41,497][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:19:41,497][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:19:43,753][demucs.solver][INFO] - Valid | Epoch 184 | 1/20 | 3.33 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.192
[2024-12-12 14:19:43,983][demucs.solver][INFO] - Valid | Epoch 184 | 2/20 | 3.61 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.190
[2024-12-12 14:19:44,176][demucs.solver][INFO] - Valid | Epoch 184 | 3/20 | 3.90 it/sec | Loss 0.4947 | Reco 0.4947 | Nsdr 1.210
[2024-12-12 14:19:44,395][demucs.solver][INFO] - Valid | Epoch 184 | 4/20 | 4.02 it/sec | Loss 0.5130 | Reco 0.5130 | Nsdr 1.219
[2024-12-12 14:19:44,590][demucs.solver][INFO] - Valid | Epoch 184 | 5/20 | 4.17 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.209
[2024-12-12 14:19:44,802][demucs.solver][INFO] - Valid | Epoch 184 | 6/20 | 4.24 it/sec | Loss 0.5182 | Reco 0.5182 | Nsdr 1.205
[2024-12-12 14:19:44,999][demucs.solver][INFO] - Valid | Epoch 184 | 7/20 | 4.33 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.209
[2024-12-12 14:19:45,212][demucs.solver][INFO] - Valid | Epoch 184 | 8/20 | 4.37 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.206
[2024-12-12 14:19:45,389][demucs.solver][INFO] - Valid | Epoch 184 | 9/20 | 4.47 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.209
[2024-12-12 14:19:45,569][demucs.solver][INFO] - Valid | Epoch 184 | 10/20 | 4.55 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.193
[2024-12-12 14:19:45,759][demucs.solver][INFO] - Valid | Epoch 184 | 11/20 | 4.60 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.184
[2024-12-12 14:19:45,950][demucs.solver][INFO] - Valid | Epoch 184 | 12/20 | 4.65 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.162
[2024-12-12 14:19:46,124][demucs.solver][INFO] - Valid | Epoch 184 | 13/20 | 4.71 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.159
[2024-12-12 14:19:46,316][demucs.solver][INFO] - Valid | Epoch 184 | 14/20 | 4.74 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.160
[2024-12-12 14:19:46,505][demucs.solver][INFO] - Valid | Epoch 184 | 15/20 | 4.77 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.163
[2024-12-12 14:19:46,716][demucs.solver][INFO] - Valid | Epoch 184 | 16/20 | 4.77 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.164
[2024-12-12 14:19:46,923][demucs.solver][INFO] - Valid | Epoch 184 | 17/20 | 4.77 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.171
[2024-12-12 14:19:47,099][demucs.solver][INFO] - Valid | Epoch 184 | 18/20 | 4.81 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.166
[2024-12-12 14:19:47,320][demucs.solver][INFO] - Valid | Epoch 184 | 19/20 | 4.80 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.172
[2024-12-12 14:19:47,681][demucs.solver][INFO] - Valid Summary | Epoch 184 | Loss=0.5446 | Reco=0.5446 | Nsdr=1.172 | Best=0.5446 | Bname=main
[2024-12-12 14:19:47,683][demucs.solver][INFO] - New best valid loss 0.5446
[2024-12-12 14:19:49,476][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:19:49,477][demucs.solver][INFO] - Training...
[2024-12-12 14:19:58,912][demucs.solver][INFO] - Train | Epoch 185 | 1/14 | 0.25 it/sec | Loss 0.2262 | Reco 0.2262 | Grad 0.1196
[2024-12-12 14:19:59,996][demucs.solver][INFO] - Train | Epoch 185 | 2/14 | 0.34 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 0.0893
[2024-12-12 14:20:00,695][demucs.solver][INFO] - Train | Epoch 185 | 3/14 | 0.41 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0777
[2024-12-12 14:20:01,449][demucs.solver][INFO] - Train | Epoch 185 | 4/14 | 0.48 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.0802
[2024-12-12 14:20:02,093][demucs.solver][INFO] - Train | Epoch 185 | 5/14 | 0.54 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0855
[2024-12-12 14:20:02,738][demucs.solver][INFO] - Train | Epoch 185 | 6/14 | 0.60 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.0835
[2024-12-12 14:20:03,385][demucs.solver][INFO] - Train | Epoch 185 | 7/14 | 0.65 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.0815
[2024-12-12 14:20:04,018][demucs.solver][INFO] - Train | Epoch 185 | 8/14 | 0.69 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0833
[2024-12-12 14:20:04,658][demucs.solver][INFO] - Train | Epoch 185 | 9/14 | 0.73 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0851
[2024-12-12 14:20:05,290][demucs.solver][INFO] - Train | Epoch 185 | 10/14 | 0.77 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.0854
[2024-12-12 14:20:05,927][demucs.solver][INFO] - Train | Epoch 185 | 11/14 | 0.81 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.0855
[2024-12-12 14:20:06,558][demucs.solver][INFO] - Train | Epoch 185 | 12/14 | 0.84 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.0804
[2024-12-12 14:20:07,192][demucs.solver][INFO] - Train | Epoch 185 | 13/14 | 0.87 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.0781
[2024-12-12 14:20:07,546][demucs.solver][INFO] - Train Summary | Epoch 185 | Loss=0.2415 | Reco=0.2415 | Grad=0.0781
[2024-12-12 14:20:07,547][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:20:07,547][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:20:10,508][demucs.solver][INFO] - Valid | Epoch 185 | 1/20 | 1.44 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.112
[2024-12-12 14:20:10,903][demucs.solver][INFO] - Valid | Epoch 185 | 2/20 | 1.68 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 1.114
[2024-12-12 14:20:11,232][demucs.solver][INFO] - Valid | Epoch 185 | 3/20 | 1.90 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.132
[2024-12-12 14:20:11,620][demucs.solver][INFO] - Valid | Epoch 185 | 4/20 | 2.00 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.145
[2024-12-12 14:20:11,952][demucs.solver][INFO] - Valid | Epoch 185 | 5/20 | 2.12 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.140
[2024-12-12 14:20:12,342][demucs.solver][INFO] - Valid | Epoch 185 | 6/20 | 2.17 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.140
[2024-12-12 14:20:12,766][demucs.solver][INFO] - Valid | Epoch 185 | 7/20 | 2.20 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.144
[2024-12-12 14:20:13,213][demucs.solver][INFO] - Valid | Epoch 185 | 8/20 | 2.20 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.143
[2024-12-12 14:20:13,603][demucs.solver][INFO] - Valid | Epoch 185 | 9/20 | 2.23 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.147
[2024-12-12 14:20:13,829][demucs.solver][INFO] - Valid | Epoch 185 | 10/20 | 2.34 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.133
[2024-12-12 14:20:14,037][demucs.solver][INFO] - Valid | Epoch 185 | 11/20 | 2.44 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.124
[2024-12-12 14:20:14,238][demucs.solver][INFO] - Valid | Epoch 185 | 12/20 | 2.54 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.105
[2024-12-12 14:20:14,429][demucs.solver][INFO] - Valid | Epoch 185 | 13/20 | 2.64 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.103
[2024-12-12 14:20:14,626][demucs.solver][INFO] - Valid | Epoch 185 | 14/20 | 2.73 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.104
[2024-12-12 14:20:14,781][demucs.solver][INFO] - Valid | Epoch 185 | 15/20 | 2.83 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.108
[2024-12-12 14:20:14,989][demucs.solver][INFO] - Valid | Epoch 185 | 16/20 | 2.90 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.109
[2024-12-12 14:20:15,197][demucs.solver][INFO] - Valid | Epoch 185 | 17/20 | 2.96 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.111
[2024-12-12 14:20:15,407][demucs.solver][INFO] - Valid | Epoch 185 | 18/20 | 3.02 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.105
[2024-12-12 14:20:15,597][demucs.solver][INFO] - Valid | Epoch 185 | 19/20 | 3.09 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.111
[2024-12-12 14:20:15,975][demucs.solver][INFO] - Valid Summary | Epoch 185 | Loss=0.5487 | Reco=0.5487 | Nsdr=1.111 | Best=0.5446 | Bname=main
[2024-12-12 14:20:17,274][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:20:17,275][demucs.solver][INFO] - Training...
[2024-12-12 14:20:23,592][demucs.solver][INFO] - Train | Epoch 186 | 1/14 | 0.42 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.1116
[2024-12-12 14:20:24,247][demucs.solver][INFO] - Train | Epoch 186 | 2/14 | 0.55 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.0997
[2024-12-12 14:20:25,162][demucs.solver][INFO] - Train | Epoch 186 | 3/14 | 0.63 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.1211
[2024-12-12 14:20:29,335][demucs.solver][INFO] - Train | Epoch 186 | 4/14 | 0.48 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.1035
[2024-12-12 14:20:29,965][demucs.solver][INFO] - Train | Epoch 186 | 5/14 | 0.54 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.1037
[2024-12-12 14:20:30,596][demucs.solver][INFO] - Train | Epoch 186 | 6/14 | 0.59 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.1024
[2024-12-12 14:20:31,223][demucs.solver][INFO] - Train | Epoch 186 | 7/14 | 0.64 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0951
[2024-12-12 14:20:31,853][demucs.solver][INFO] - Train | Epoch 186 | 8/14 | 0.69 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0932
[2024-12-12 14:20:32,478][demucs.solver][INFO] - Train | Epoch 186 | 9/14 | 0.73 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0878
[2024-12-12 14:20:33,103][demucs.solver][INFO] - Train | Epoch 186 | 10/14 | 0.77 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0815
[2024-12-12 14:20:33,733][demucs.solver][INFO] - Train | Epoch 186 | 11/14 | 0.80 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0845
[2024-12-12 14:20:34,364][demucs.solver][INFO] - Train | Epoch 186 | 12/14 | 0.84 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.0826
[2024-12-12 14:20:34,996][demucs.solver][INFO] - Train | Epoch 186 | 13/14 | 0.87 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0801
[2024-12-12 14:20:35,320][demucs.solver][INFO] - Train Summary | Epoch 186 | Loss=0.2536 | Reco=0.2536 | Grad=0.0801
[2024-12-12 14:20:35,320][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:20:35,320][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:20:37,421][demucs.solver][INFO] - Valid | Epoch 186 | 1/20 | 3.40 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.127
[2024-12-12 14:20:37,624][demucs.solver][INFO] - Valid | Epoch 186 | 2/20 | 3.79 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.124
[2024-12-12 14:20:37,842][demucs.solver][INFO] - Valid | Epoch 186 | 3/20 | 3.96 it/sec | Loss 0.4985 | Reco 0.4985 | Nsdr 1.143
[2024-12-12 14:20:38,058][demucs.solver][INFO] - Valid | Epoch 186 | 4/20 | 4.08 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.153
[2024-12-12 14:20:38,251][demucs.solver][INFO] - Valid | Epoch 186 | 5/20 | 4.23 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.142
[2024-12-12 14:20:38,444][demucs.solver][INFO] - Valid | Epoch 186 | 6/20 | 4.34 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.140
[2024-12-12 14:20:38,645][demucs.solver][INFO] - Valid | Epoch 186 | 7/20 | 4.41 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.144
[2024-12-12 14:20:38,840][demucs.solver][INFO] - Valid | Epoch 186 | 8/20 | 4.48 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.141
[2024-12-12 14:20:39,035][demucs.solver][INFO] - Valid | Epoch 186 | 9/20 | 4.54 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.143
[2024-12-12 14:20:39,245][demucs.solver][INFO] - Valid | Epoch 186 | 10/20 | 4.56 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.130
[2024-12-12 14:20:39,437][demucs.solver][INFO] - Valid | Epoch 186 | 11/20 | 4.61 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.121
[2024-12-12 14:20:39,628][demucs.solver][INFO] - Valid | Epoch 186 | 12/20 | 4.65 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.102
[2024-12-12 14:20:39,821][demucs.solver][INFO] - Valid | Epoch 186 | 13/20 | 4.69 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.099
[2024-12-12 14:20:40,012][demucs.solver][INFO] - Valid | Epoch 186 | 14/20 | 4.72 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.100
[2024-12-12 14:20:40,202][demucs.solver][INFO] - Valid | Epoch 186 | 15/20 | 4.75 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.103
[2024-12-12 14:20:40,360][demucs.solver][INFO] - Valid | Epoch 186 | 16/20 | 4.82 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.104
[2024-12-12 14:20:40,568][demucs.solver][INFO] - Valid | Epoch 186 | 17/20 | 4.82 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.111
[2024-12-12 14:20:40,782][demucs.solver][INFO] - Valid | Epoch 186 | 18/20 | 4.81 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.106
[2024-12-12 14:20:40,995][demucs.solver][INFO] - Valid | Epoch 186 | 19/20 | 4.81 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.111
[2024-12-12 14:20:41,363][demucs.solver][INFO] - Valid Summary | Epoch 186 | Loss=0.5489 | Reco=0.5489 | Nsdr=1.111 | Best=0.5446 | Bname=main
[2024-12-12 14:20:42,698][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:20:42,699][demucs.solver][INFO] - Training...
[2024-12-12 14:20:50,804][demucs.solver][INFO] - Train | Epoch 187 | 1/14 | 0.32 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.0899
[2024-12-12 14:20:51,441][demucs.solver][INFO] - Train | Epoch 187 | 2/14 | 0.43 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0873
[2024-12-12 14:20:52,095][demucs.solver][INFO] - Train | Epoch 187 | 3/14 | 0.53 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0878
[2024-12-12 14:20:52,759][demucs.solver][INFO] - Train | Epoch 187 | 4/14 | 0.60 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0842
[2024-12-12 14:20:53,404][demucs.solver][INFO] - Train | Epoch 187 | 5/14 | 0.67 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0814
[2024-12-12 14:20:54,042][demucs.solver][INFO] - Train | Epoch 187 | 6/14 | 0.73 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0781
[2024-12-12 14:20:54,685][demucs.solver][INFO] - Train | Epoch 187 | 7/14 | 0.78 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0713
[2024-12-12 14:20:55,331][demucs.solver][INFO] - Train | Epoch 187 | 8/14 | 0.83 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0752
[2024-12-12 14:20:55,964][demucs.solver][INFO] - Train | Epoch 187 | 9/14 | 0.87 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0721
[2024-12-12 14:20:56,597][demucs.solver][INFO] - Train | Epoch 187 | 10/14 | 0.91 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.0694
[2024-12-12 14:20:57,230][demucs.solver][INFO] - Train | Epoch 187 | 11/14 | 0.94 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0678
[2024-12-12 14:20:57,860][demucs.solver][INFO] - Train | Epoch 187 | 12/14 | 0.97 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0715
[2024-12-12 14:20:58,490][demucs.solver][INFO] - Train | Epoch 187 | 13/14 | 1.00 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0735
[2024-12-12 14:20:58,853][demucs.solver][INFO] - Train Summary | Epoch 187 | Loss=0.2485 | Reco=0.2485 | Grad=0.0735
[2024-12-12 14:20:58,853][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:20:58,853][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:21:02,274][demucs.solver][INFO] - Valid | Epoch 187 | 1/20 | 1.07 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.106
[2024-12-12 14:21:03,090][demucs.solver][INFO] - Valid | Epoch 187 | 2/20 | 1.11 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.106
[2024-12-12 14:21:03,932][demucs.solver][INFO] - Valid | Epoch 187 | 3/20 | 1.13 it/sec | Loss 0.4994 | Reco 0.4994 | Nsdr 1.124
[2024-12-12 14:21:04,696][demucs.solver][INFO] - Valid | Epoch 187 | 4/20 | 1.16 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.137
[2024-12-12 14:21:05,346][demucs.solver][INFO] - Valid | Epoch 187 | 5/20 | 1.21 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.129
[2024-12-12 14:21:05,738][demucs.solver][INFO] - Valid | Epoch 187 | 6/20 | 1.31 it/sec | Loss 0.5233 | Reco 0.5233 | Nsdr 1.128
[2024-12-12 14:21:06,017][demucs.solver][INFO] - Valid | Epoch 187 | 7/20 | 1.42 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.132
[2024-12-12 14:21:06,523][demucs.solver][INFO] - Valid | Epoch 187 | 8/20 | 1.47 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.130
[2024-12-12 14:21:06,872][demucs.solver][INFO] - Valid | Epoch 187 | 9/20 | 1.54 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.133
[2024-12-12 14:21:07,188][demucs.solver][INFO] - Valid | Epoch 187 | 10/20 | 1.62 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.120
[2024-12-12 14:21:07,419][demucs.solver][INFO] - Valid | Epoch 187 | 11/20 | 1.71 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.112
[2024-12-12 14:21:07,686][demucs.solver][INFO] - Valid | Epoch 187 | 12/20 | 1.78 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.092
[2024-12-12 14:21:07,897][demucs.solver][INFO] - Valid | Epoch 187 | 13/20 | 1.87 it/sec | Loss 0.5763 | Reco 0.5763 | Nsdr 1.091
[2024-12-12 14:21:08,234][demucs.solver][INFO] - Valid | Epoch 187 | 14/20 | 1.91 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.092
[2024-12-12 14:21:08,461][demucs.solver][INFO] - Valid | Epoch 187 | 15/20 | 1.98 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.095
[2024-12-12 14:21:08,676][demucs.solver][INFO] - Valid | Epoch 187 | 16/20 | 2.05 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.097
[2024-12-12 14:21:08,835][demucs.solver][INFO] - Valid | Epoch 187 | 17/20 | 2.13 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.100
[2024-12-12 14:21:09,029][demucs.solver][INFO] - Valid | Epoch 187 | 18/20 | 2.20 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.095
[2024-12-12 14:21:09,227][demucs.solver][INFO] - Valid | Epoch 187 | 19/20 | 2.27 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.101
[2024-12-12 14:21:09,640][demucs.solver][INFO] - Valid Summary | Epoch 187 | Loss=0.5495 | Reco=0.5495 | Nsdr=1.101 | Best=0.5446 | Bname=main
[2024-12-12 14:21:11,017][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:21:11,018][demucs.solver][INFO] - Training...
[2024-12-12 14:21:22,365][demucs.solver][INFO] - Train | Epoch 188 | 1/14 | 0.20 it/sec | Loss 0.2230 | Reco 0.2230 | Grad 0.0342
[2024-12-12 14:21:23,025][demucs.solver][INFO] - Train | Epoch 188 | 2/14 | 0.28 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 0.0664
[2024-12-12 14:21:23,676][demucs.solver][INFO] - Train | Epoch 188 | 3/14 | 0.36 it/sec | Loss 0.2311 | Reco 0.2311 | Grad 0.0587
[2024-12-12 14:21:24,322][demucs.solver][INFO] - Train | Epoch 188 | 4/14 | 0.42 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.0596
[2024-12-12 14:21:24,964][demucs.solver][INFO] - Train | Epoch 188 | 5/14 | 0.48 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 0.0695
[2024-12-12 14:21:25,604][demucs.solver][INFO] - Train | Epoch 188 | 6/14 | 0.53 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0717
[2024-12-12 14:21:26,244][demucs.solver][INFO] - Train | Epoch 188 | 7/14 | 0.58 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.0777
[2024-12-12 14:21:26,879][demucs.solver][INFO] - Train | Epoch 188 | 8/14 | 0.62 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 0.0722
[2024-12-12 14:21:27,518][demucs.solver][INFO] - Train | Epoch 188 | 9/14 | 0.66 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.0686
[2024-12-12 14:21:28,149][demucs.solver][INFO] - Train | Epoch 188 | 10/14 | 0.70 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 0.0691
[2024-12-12 14:21:28,780][demucs.solver][INFO] - Train | Epoch 188 | 11/14 | 0.73 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 0.0702
[2024-12-12 14:21:29,418][demucs.solver][INFO] - Train | Epoch 188 | 12/14 | 0.77 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.0807
[2024-12-12 14:21:30,050][demucs.solver][INFO] - Train | Epoch 188 | 13/14 | 0.80 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.0864
[2024-12-12 14:21:30,358][demucs.solver][INFO] - Train Summary | Epoch 188 | Loss=0.2399 | Reco=0.2399 | Grad=0.0864
[2024-12-12 14:21:30,359][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:21:30,359][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:21:33,237][demucs.solver][INFO] - Valid | Epoch 188 | 1/20 | 1.57 it/sec | Loss 0.5851 | Reco 0.5851 | Nsdr 1.098
[2024-12-12 14:21:33,675][demucs.solver][INFO] - Valid | Epoch 188 | 2/20 | 1.75 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 1.095
[2024-12-12 14:21:34,073][demucs.solver][INFO] - Valid | Epoch 188 | 3/20 | 1.90 it/sec | Loss 0.5006 | Reco 0.5006 | Nsdr 1.113
[2024-12-12 14:21:34,537][demucs.solver][INFO] - Valid | Epoch 188 | 4/20 | 1.94 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.119
[2024-12-12 14:21:34,908][demucs.solver][INFO] - Valid | Epoch 188 | 5/20 | 2.04 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.105
[2024-12-12 14:21:35,239][demucs.solver][INFO] - Valid | Epoch 188 | 6/20 | 2.14 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.104
[2024-12-12 14:21:35,583][demucs.solver][INFO] - Valid | Epoch 188 | 7/20 | 2.21 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.107
[2024-12-12 14:21:35,911][demucs.solver][INFO] - Valid | Epoch 188 | 8/20 | 2.28 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.101
[2024-12-12 14:21:36,217][demucs.solver][INFO] - Valid | Epoch 188 | 9/20 | 2.35 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.102
[2024-12-12 14:21:36,537][demucs.solver][INFO] - Valid | Epoch 188 | 10/20 | 2.40 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.090
[2024-12-12 14:21:36,791][demucs.solver][INFO] - Valid | Epoch 188 | 11/20 | 2.49 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.082
[2024-12-12 14:21:37,069][demucs.solver][INFO] - Valid | Epoch 188 | 12/20 | 2.55 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.064
[2024-12-12 14:21:37,371][demucs.solver][INFO] - Valid | Epoch 188 | 13/20 | 2.59 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.062
[2024-12-12 14:21:37,597][demucs.solver][INFO] - Valid | Epoch 188 | 14/20 | 2.66 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.063
[2024-12-12 14:21:37,790][demucs.solver][INFO] - Valid | Epoch 188 | 15/20 | 2.75 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.066
[2024-12-12 14:21:37,988][demucs.solver][INFO] - Valid | Epoch 188 | 16/20 | 2.82 it/sec | Loss 0.5818 | Reco 0.5818 | Nsdr 1.067
[2024-12-12 14:21:38,210][demucs.solver][INFO] - Valid | Epoch 188 | 17/20 | 2.88 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.075
[2024-12-12 14:21:38,455][demucs.solver][INFO] - Valid | Epoch 188 | 18/20 | 2.93 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.070
[2024-12-12 14:21:38,675][demucs.solver][INFO] - Valid | Epoch 188 | 19/20 | 2.98 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.075
[2024-12-12 14:21:39,060][demucs.solver][INFO] - Valid Summary | Epoch 188 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.075 | Best=0.5446 | Bname=main
[2024-12-12 14:21:40,398][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:21:40,399][demucs.solver][INFO] - Training...
[2024-12-12 14:21:45,875][demucs.solver][INFO] - Train | Epoch 189 | 1/14 | 0.52 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0709
[2024-12-12 14:21:49,842][demucs.solver][INFO] - Train | Epoch 189 | 2/14 | 0.38 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.0681
[2024-12-12 14:21:50,491][demucs.solver][INFO] - Train | Epoch 189 | 3/14 | 0.47 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.0769
[2024-12-12 14:21:51,133][demucs.solver][INFO] - Train | Epoch 189 | 4/14 | 0.55 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.0713
[2024-12-12 14:21:51,769][demucs.solver][INFO] - Train | Epoch 189 | 5/14 | 0.61 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.0804
[2024-12-12 14:21:52,401][demucs.solver][INFO] - Train | Epoch 189 | 6/14 | 0.67 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.0831
[2024-12-12 14:21:53,034][demucs.solver][INFO] - Train | Epoch 189 | 7/14 | 0.72 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.0815
[2024-12-12 14:21:53,661][demucs.solver][INFO] - Train | Epoch 189 | 8/14 | 0.77 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 0.0801
[2024-12-12 14:21:54,288][demucs.solver][INFO] - Train | Epoch 189 | 9/14 | 0.81 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 0.0744
[2024-12-12 14:21:54,918][demucs.solver][INFO] - Train | Epoch 189 | 10/14 | 0.85 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0811
[2024-12-12 14:21:55,556][demucs.solver][INFO] - Train | Epoch 189 | 11/14 | 0.89 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.0769
[2024-12-12 14:21:56,320][demucs.solver][INFO] - Train | Epoch 189 | 12/14 | 0.91 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0785
[2024-12-12 14:21:56,950][demucs.solver][INFO] - Train | Epoch 189 | 13/14 | 0.94 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0745
[2024-12-12 14:21:57,276][demucs.solver][INFO] - Train Summary | Epoch 189 | Loss=0.2473 | Reco=0.2473 | Grad=0.0745
[2024-12-12 14:21:57,277][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:21:57,277][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:22:01,069][demucs.solver][INFO] - Valid | Epoch 189 | 1/20 | 1.00 it/sec | Loss 0.5872 | Reco 0.5872 | Nsdr 1.058
[2024-12-12 14:22:01,928][demucs.solver][INFO] - Valid | Epoch 189 | 2/20 | 1.05 it/sec | Loss 0.4556 | Reco 0.4556 | Nsdr 1.058
[2024-12-12 14:22:02,713][demucs.solver][INFO] - Valid | Epoch 189 | 3/20 | 1.10 it/sec | Loss 0.5025 | Reco 0.5025 | Nsdr 1.075
[2024-12-12 14:22:03,339][demucs.solver][INFO] - Valid | Epoch 189 | 4/20 | 1.17 it/sec | Loss 0.5213 | Reco 0.5213 | Nsdr 1.086
[2024-12-12 14:22:03,850][demucs.solver][INFO] - Valid | Epoch 189 | 5/20 | 1.25 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.077
[2024-12-12 14:22:04,162][demucs.solver][INFO] - Valid | Epoch 189 | 6/20 | 1.37 it/sec | Loss 0.5269 | Reco 0.5269 | Nsdr 1.078
[2024-12-12 14:22:04,376][demucs.solver][INFO] - Valid | Epoch 189 | 7/20 | 1.51 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.082
[2024-12-12 14:22:04,654][demucs.solver][INFO] - Valid | Epoch 189 | 8/20 | 1.61 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.079
[2024-12-12 14:22:04,881][demucs.solver][INFO] - Valid | Epoch 189 | 9/20 | 1.72 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.083
[2024-12-12 14:22:05,142][demucs.solver][INFO] - Valid | Epoch 189 | 10/20 | 1.81 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.070
[2024-12-12 14:22:05,396][demucs.solver][INFO] - Valid | Epoch 189 | 11/20 | 1.90 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.062
[2024-12-12 14:22:05,612][demucs.solver][INFO] - Valid | Epoch 189 | 12/20 | 1.99 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.044
[2024-12-12 14:22:05,895][demucs.solver][INFO] - Valid | Epoch 189 | 13/20 | 2.05 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.043
[2024-12-12 14:22:06,107][demucs.solver][INFO] - Valid | Epoch 189 | 14/20 | 2.13 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.044
[2024-12-12 14:22:06,344][demucs.solver][INFO] - Valid | Epoch 189 | 15/20 | 2.20 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.047
[2024-12-12 14:22:06,541][demucs.solver][INFO] - Valid | Epoch 189 | 16/20 | 2.27 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.049
[2024-12-12 14:22:06,739][demucs.solver][INFO] - Valid | Epoch 189 | 17/20 | 2.35 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.052
[2024-12-12 14:22:06,911][demucs.solver][INFO] - Valid | Epoch 189 | 18/20 | 2.42 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.046
[2024-12-12 14:22:07,103][demucs.solver][INFO] - Valid | Epoch 189 | 19/20 | 2.49 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.052
[2024-12-12 14:22:07,675][demucs.solver][INFO] - Valid Summary | Epoch 189 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.052 | Best=0.5446 | Bname=main
[2024-12-12 14:22:08,923][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:22:08,924][demucs.solver][INFO] - Training...
[2024-12-12 14:22:18,559][demucs.solver][INFO] - Train | Epoch 190 | 1/14 | 0.25 it/sec | Loss 0.2780 | Reco 0.2780 | Grad 0.1090
[2024-12-12 14:22:19,221][demucs.solver][INFO] - Train | Epoch 190 | 2/14 | 0.35 it/sec | Loss 0.2669 | Reco 0.2669 | Grad 0.0908
[2024-12-12 14:22:19,856][demucs.solver][INFO] - Train | Epoch 190 | 3/14 | 0.43 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 0.0918
[2024-12-12 14:22:20,483][demucs.solver][INFO] - Train | Epoch 190 | 4/14 | 0.51 it/sec | Loss 0.2705 | Reco 0.2705 | Grad 0.0804
[2024-12-12 14:22:21,113][demucs.solver][INFO] - Train | Epoch 190 | 5/14 | 0.57 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.0697
[2024-12-12 14:22:21,738][demucs.solver][INFO] - Train | Epoch 190 | 6/14 | 0.63 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0727
[2024-12-12 14:22:22,364][demucs.solver][INFO] - Train | Epoch 190 | 7/14 | 0.68 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.0714
[2024-12-12 14:22:22,990][demucs.solver][INFO] - Train | Epoch 190 | 8/14 | 0.73 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.0684
[2024-12-12 14:22:23,616][demucs.solver][INFO] - Train | Epoch 190 | 9/14 | 0.77 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0693
[2024-12-12 14:22:24,249][demucs.solver][INFO] - Train | Epoch 190 | 10/14 | 0.81 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0666
[2024-12-12 14:22:24,880][demucs.solver][INFO] - Train | Epoch 190 | 11/14 | 0.84 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0632
[2024-12-12 14:22:25,511][demucs.solver][INFO] - Train | Epoch 190 | 12/14 | 0.87 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0625
[2024-12-12 14:22:26,138][demucs.solver][INFO] - Train | Epoch 190 | 13/14 | 0.90 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0653
[2024-12-12 14:22:26,462][demucs.solver][INFO] - Train Summary | Epoch 190 | Loss=0.2490 | Reco=0.2490 | Grad=0.0653
[2024-12-12 14:22:26,462][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:22:26,462][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:22:28,727][demucs.solver][INFO] - Valid | Epoch 190 | 1/20 | 3.35 it/sec | Loss 0.5823 | Reco 0.5823 | Nsdr 1.131
[2024-12-12 14:22:28,923][demucs.solver][INFO] - Valid | Epoch 190 | 2/20 | 3.78 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.122
[2024-12-12 14:22:29,137][demucs.solver][INFO] - Valid | Epoch 190 | 3/20 | 3.97 it/sec | Loss 0.4982 | Reco 0.4982 | Nsdr 1.144
[2024-12-12 14:22:29,354][demucs.solver][INFO] - Valid | Epoch 190 | 4/20 | 4.09 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.156
[2024-12-12 14:22:29,571][demucs.solver][INFO] - Valid | Epoch 190 | 5/20 | 4.16 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.147
[2024-12-12 14:22:29,754][demucs.solver][INFO] - Valid | Epoch 190 | 6/20 | 4.31 it/sec | Loss 0.5221 | Reco 0.5221 | Nsdr 1.144
[2024-12-12 14:22:29,948][demucs.solver][INFO] - Valid | Epoch 190 | 7/20 | 4.40 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.150
[2024-12-12 14:22:30,151][demucs.solver][INFO] - Valid | Epoch 190 | 8/20 | 4.45 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.146
[2024-12-12 14:22:30,307][demucs.solver][INFO] - Valid | Epoch 190 | 9/20 | 4.59 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.149
[2024-12-12 14:22:30,519][demucs.solver][INFO] - Valid | Epoch 190 | 10/20 | 4.61 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.135
[2024-12-12 14:22:30,712][demucs.solver][INFO] - Valid | Epoch 190 | 11/20 | 4.65 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.127
[2024-12-12 14:22:30,922][demucs.solver][INFO] - Valid | Epoch 190 | 12/20 | 4.66 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.107
[2024-12-12 14:22:31,130][demucs.solver][INFO] - Valid | Epoch 190 | 13/20 | 4.67 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.105
[2024-12-12 14:22:31,327][demucs.solver][INFO] - Valid | Epoch 190 | 14/20 | 4.69 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.106
[2024-12-12 14:22:31,540][demucs.solver][INFO] - Valid | Epoch 190 | 15/20 | 4.69 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.109
[2024-12-12 14:22:31,754][demucs.solver][INFO] - Valid | Epoch 190 | 16/20 | 4.69 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.111
[2024-12-12 14:22:31,930][demucs.solver][INFO] - Valid | Epoch 190 | 17/20 | 4.74 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.117
[2024-12-12 14:22:32,102][demucs.solver][INFO] - Valid | Epoch 190 | 18/20 | 4.78 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.111
[2024-12-12 14:22:32,294][demucs.solver][INFO] - Valid | Epoch 190 | 19/20 | 4.80 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.117
[2024-12-12 14:22:32,724][demucs.solver][INFO] - Valid Summary | Epoch 190 | Loss=0.5484 | Reco=0.5484 | Nsdr=1.117 | Best=0.5446 | Bname=main
[2024-12-12 14:22:34,026][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:22:34,027][demucs.solver][INFO] - Training...
[2024-12-12 14:22:41,924][demucs.solver][INFO] - Train | Epoch 191 | 1/14 | 0.31 it/sec | Loss 0.2675 | Reco 0.2675 | Grad 0.0512
[2024-12-12 14:22:42,567][demucs.solver][INFO] - Train | Epoch 191 | 2/14 | 0.43 it/sec | Loss 0.2768 | Reco 0.2768 | Grad 0.0467
[2024-12-12 14:22:45,799][demucs.solver][INFO] - Train | Epoch 191 | 3/14 | 0.39 it/sec | Loss 0.2650 | Reco 0.2650 | Grad 0.0440
[2024-12-12 14:22:46,434][demucs.solver][INFO] - Train | Epoch 191 | 4/14 | 0.46 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 0.0559
[2024-12-12 14:22:47,074][demucs.solver][INFO] - Train | Epoch 191 | 5/14 | 0.52 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0721
[2024-12-12 14:22:47,712][demucs.solver][INFO] - Train | Epoch 191 | 6/14 | 0.57 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0692
[2024-12-12 14:22:48,348][demucs.solver][INFO] - Train | Epoch 191 | 7/14 | 0.62 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0724
[2024-12-12 14:22:48,983][demucs.solver][INFO] - Train | Epoch 191 | 8/14 | 0.67 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0773
[2024-12-12 14:22:49,618][demucs.solver][INFO] - Train | Epoch 191 | 9/14 | 0.71 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0909
[2024-12-12 14:22:50,254][demucs.solver][INFO] - Train | Epoch 191 | 10/14 | 0.75 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.0890
[2024-12-12 14:22:50,894][demucs.solver][INFO] - Train | Epoch 191 | 11/14 | 0.78 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0939
[2024-12-12 14:22:51,532][demucs.solver][INFO] - Train | Epoch 191 | 12/14 | 0.81 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0945
[2024-12-12 14:22:52,162][demucs.solver][INFO] - Train | Epoch 191 | 13/14 | 0.84 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0974
[2024-12-12 14:22:52,491][demucs.solver][INFO] - Train Summary | Epoch 191 | Loss=0.2483 | Reco=0.2483 | Grad=0.0974
[2024-12-12 14:22:52,492][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:22:52,492][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:22:55,442][demucs.solver][INFO] - Valid | Epoch 191 | 1/20 | 1.41 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.098
[2024-12-12 14:22:55,661][demucs.solver][INFO] - Valid | Epoch 191 | 2/20 | 1.83 it/sec | Loss 0.4537 | Reco 0.4537 | Nsdr 1.090
[2024-12-12 14:22:55,871][demucs.solver][INFO] - Valid | Epoch 191 | 3/20 | 2.16 it/sec | Loss 0.5003 | Reco 0.5003 | Nsdr 1.111
[2024-12-12 14:22:56,075][demucs.solver][INFO] - Valid | Epoch 191 | 4/20 | 2.44 it/sec | Loss 0.5190 | Reco 0.5190 | Nsdr 1.123
[2024-12-12 14:22:56,272][demucs.solver][INFO] - Valid | Epoch 191 | 5/20 | 2.67 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.114
[2024-12-12 14:22:56,489][demucs.solver][INFO] - Valid | Epoch 191 | 6/20 | 2.84 it/sec | Loss 0.5245 | Reco 0.5245 | Nsdr 1.112
[2024-12-12 14:22:56,702][demucs.solver][INFO] - Valid | Epoch 191 | 7/20 | 2.98 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.117
[2024-12-12 14:22:56,921][demucs.solver][INFO] - Valid | Epoch 191 | 8/20 | 3.10 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.113
[2024-12-12 14:22:57,113][demucs.solver][INFO] - Valid | Epoch 191 | 9/20 | 3.24 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.116
[2024-12-12 14:22:57,305][demucs.solver][INFO] - Valid | Epoch 191 | 10/20 | 3.35 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.103
[2024-12-12 14:22:57,527][demucs.solver][INFO] - Valid | Epoch 191 | 11/20 | 3.42 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.095
[2024-12-12 14:22:57,701][demucs.solver][INFO] - Valid | Epoch 191 | 12/20 | 3.53 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.076
[2024-12-12 14:22:57,858][demucs.solver][INFO] - Valid | Epoch 191 | 13/20 | 3.65 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.075
[2024-12-12 14:22:58,052][demucs.solver][INFO] - Valid | Epoch 191 | 14/20 | 3.72 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.076
[2024-12-12 14:22:58,247][demucs.solver][INFO] - Valid | Epoch 191 | 15/20 | 3.79 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.079
[2024-12-12 14:22:58,461][demucs.solver][INFO] - Valid | Epoch 191 | 16/20 | 3.83 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.081
[2024-12-12 14:22:58,653][demucs.solver][INFO] - Valid | Epoch 191 | 17/20 | 3.89 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.086
[2024-12-12 14:22:58,850][demucs.solver][INFO] - Valid | Epoch 191 | 18/20 | 3.94 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.080
[2024-12-12 14:22:59,042][demucs.solver][INFO] - Valid | Epoch 191 | 19/20 | 3.98 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.086
[2024-12-12 14:22:59,382][demucs.solver][INFO] - Valid Summary | Epoch 191 | Loss=0.5508 | Reco=0.5508 | Nsdr=1.086 | Best=0.5446 | Bname=main
[2024-12-12 14:23:00,695][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:23:00,695][demucs.solver][INFO] - Training...
[2024-12-12 14:23:06,167][demucs.solver][INFO] - Train | Epoch 192 | 1/14 | 0.51 it/sec | Loss 0.2693 | Reco 0.2693 | Grad 0.0645
[2024-12-12 14:23:06,840][demucs.solver][INFO] - Train | Epoch 192 | 2/14 | 0.66 it/sec | Loss 0.2709 | Reco 0.2709 | Grad 0.0780
[2024-12-12 14:23:08,776][demucs.solver][INFO] - Train | Epoch 192 | 3/14 | 0.61 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0839
[2024-12-12 14:23:09,429][demucs.solver][INFO] - Train | Epoch 192 | 4/14 | 0.70 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0883
[2024-12-12 14:23:10,075][demucs.solver][INFO] - Train | Epoch 192 | 5/14 | 0.77 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0891
[2024-12-12 14:23:11,771][demucs.solver][INFO] - Train | Epoch 192 | 6/14 | 0.74 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0851
[2024-12-12 14:23:12,408][demucs.solver][INFO] - Train | Epoch 192 | 7/14 | 0.79 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0977
[2024-12-12 14:23:13,045][demucs.solver][INFO] - Train | Epoch 192 | 8/14 | 0.84 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.1081
[2024-12-12 14:23:13,678][demucs.solver][INFO] - Train | Epoch 192 | 9/14 | 0.88 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.1132
[2024-12-12 14:23:14,302][demucs.solver][INFO] - Train | Epoch 192 | 10/14 | 0.91 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.1086
[2024-12-12 14:23:14,926][demucs.solver][INFO] - Train | Epoch 192 | 11/14 | 0.95 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.1111
[2024-12-12 14:23:15,556][demucs.solver][INFO] - Train | Epoch 192 | 12/14 | 0.98 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.1049
[2024-12-12 14:23:16,183][demucs.solver][INFO] - Train | Epoch 192 | 13/14 | 1.01 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.1001
[2024-12-12 14:23:16,508][demucs.solver][INFO] - Train Summary | Epoch 192 | Loss=0.2439 | Reco=0.2439 | Grad=0.1001
[2024-12-12 14:23:16,508][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:23:16,508][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:23:18,763][demucs.solver][INFO] - Valid | Epoch 192 | 1/20 | 3.02 it/sec | Loss 0.5833 | Reco 0.5833 | Nsdr 1.122
[2024-12-12 14:23:18,968][demucs.solver][INFO] - Valid | Epoch 192 | 2/20 | 3.46 it/sec | Loss 0.4526 | Reco 0.4526 | Nsdr 1.114
[2024-12-12 14:23:19,163][demucs.solver][INFO] - Valid | Epoch 192 | 3/20 | 3.77 it/sec | Loss 0.4991 | Reco 0.4991 | Nsdr 1.134
[2024-12-12 14:23:19,339][demucs.solver][INFO] - Valid | Epoch 192 | 4/20 | 4.04 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.145
[2024-12-12 14:23:19,550][demucs.solver][INFO] - Valid | Epoch 192 | 5/20 | 4.14 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.137
[2024-12-12 14:23:19,741][demucs.solver][INFO] - Valid | Epoch 192 | 6/20 | 4.27 it/sec | Loss 0.5230 | Reco 0.5230 | Nsdr 1.135
[2024-12-12 14:23:19,959][demucs.solver][INFO] - Valid | Epoch 192 | 7/20 | 4.31 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.139
[2024-12-12 14:23:20,136][demucs.solver][INFO] - Valid | Epoch 192 | 8/20 | 4.42 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.136
[2024-12-12 14:23:20,351][demucs.solver][INFO] - Valid | Epoch 192 | 9/20 | 4.44 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.139
[2024-12-12 14:23:20,546][demucs.solver][INFO] - Valid | Epoch 192 | 10/20 | 4.50 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.126
[2024-12-12 14:23:20,741][demucs.solver][INFO] - Valid | Epoch 192 | 11/20 | 4.55 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.117
[2024-12-12 14:23:20,936][demucs.solver][INFO] - Valid | Epoch 192 | 12/20 | 4.58 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.098
[2024-12-12 14:23:21,110][demucs.solver][INFO] - Valid | Epoch 192 | 13/20 | 4.65 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.096
[2024-12-12 14:23:21,302][demucs.solver][INFO] - Valid | Epoch 192 | 14/20 | 4.69 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.097
[2024-12-12 14:23:21,456][demucs.solver][INFO] - Valid | Epoch 192 | 15/20 | 4.77 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.100
[2024-12-12 14:23:21,675][demucs.solver][INFO] - Valid | Epoch 192 | 16/20 | 4.76 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.101
[2024-12-12 14:23:21,890][demucs.solver][INFO] - Valid | Epoch 192 | 17/20 | 4.75 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.108
[2024-12-12 14:23:22,070][demucs.solver][INFO] - Valid | Epoch 192 | 18/20 | 4.79 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.101
[2024-12-12 14:23:22,281][demucs.solver][INFO] - Valid | Epoch 192 | 19/20 | 4.78 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.107
[2024-12-12 14:23:22,679][demucs.solver][INFO] - Valid Summary | Epoch 192 | Loss=0.5493 | Reco=0.5493 | Nsdr=1.107 | Best=0.5446 | Bname=main
[2024-12-12 14:23:24,018][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:23:24,018][demucs.solver][INFO] - Training...
[2024-12-12 14:23:32,457][demucs.solver][INFO] - Train | Epoch 193 | 1/14 | 0.29 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0327
[2024-12-12 14:23:33,103][demucs.solver][INFO] - Train | Epoch 193 | 2/14 | 0.40 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 0.0287
[2024-12-12 14:23:34,412][demucs.solver][INFO] - Train | Epoch 193 | 3/14 | 0.45 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.0482
[2024-12-12 14:23:35,058][demucs.solver][INFO] - Train | Epoch 193 | 4/14 | 0.53 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.0613
[2024-12-12 14:23:35,696][demucs.solver][INFO] - Train | Epoch 193 | 5/14 | 0.59 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 0.0684
[2024-12-12 14:23:36,346][demucs.solver][INFO] - Train | Epoch 193 | 6/14 | 0.65 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 0.0726
[2024-12-12 14:23:36,986][demucs.solver][INFO] - Train | Epoch 193 | 7/14 | 0.70 it/sec | Loss 0.2611 | Reco 0.2611 | Grad 0.0750
[2024-12-12 14:23:37,621][demucs.solver][INFO] - Train | Epoch 193 | 8/14 | 0.75 it/sec | Loss 0.2650 | Reco 0.2650 | Grad 0.0692
[2024-12-12 14:23:38,251][demucs.solver][INFO] - Train | Epoch 193 | 9/14 | 0.79 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.0645
[2024-12-12 14:23:38,884][demucs.solver][INFO] - Train | Epoch 193 | 10/14 | 0.83 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 0.0668
[2024-12-12 14:23:39,514][demucs.solver][INFO] - Train | Epoch 193 | 11/14 | 0.86 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.0630
[2024-12-12 14:23:40,144][demucs.solver][INFO] - Train | Epoch 193 | 12/14 | 0.89 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.0602
[2024-12-12 14:23:40,775][demucs.solver][INFO] - Train | Epoch 193 | 13/14 | 0.92 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.0644
[2024-12-12 14:23:41,120][demucs.solver][INFO] - Train Summary | Epoch 193 | Loss=0.2598 | Reco=0.2598 | Grad=0.0644
[2024-12-12 14:23:41,120][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:23:41,121][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:23:44,151][demucs.solver][INFO] - Valid | Epoch 193 | 1/20 | 1.34 it/sec | Loss 0.5843 | Reco 0.5843 | Nsdr 1.105
[2024-12-12 14:23:44,337][demucs.solver][INFO] - Valid | Epoch 193 | 2/20 | 1.78 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.099
[2024-12-12 14:23:44,505][demucs.solver][INFO] - Valid | Epoch 193 | 3/20 | 2.16 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.120
[2024-12-12 14:23:44,663][demucs.solver][INFO] - Valid | Epoch 193 | 4/20 | 2.49 it/sec | Loss 0.5185 | Reco 0.5185 | Nsdr 1.133
[2024-12-12 14:23:44,822][demucs.solver][INFO] - Valid | Epoch 193 | 5/20 | 2.77 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.123
[2024-12-12 14:23:45,018][demucs.solver][INFO] - Valid | Epoch 193 | 6/20 | 2.96 it/sec | Loss 0.5240 | Reco 0.5240 | Nsdr 1.123
[2024-12-12 14:23:45,194][demucs.solver][INFO] - Valid | Epoch 193 | 7/20 | 3.15 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.128
[2024-12-12 14:23:45,393][demucs.solver][INFO] - Valid | Epoch 193 | 8/20 | 3.29 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.124
[2024-12-12 14:23:45,588][demucs.solver][INFO] - Valid | Epoch 193 | 9/20 | 3.41 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.127
[2024-12-12 14:23:45,763][demucs.solver][INFO] - Valid | Epoch 193 | 10/20 | 3.54 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.114
[2024-12-12 14:23:45,976][demucs.solver][INFO] - Valid | Epoch 193 | 11/20 | 3.61 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.106
[2024-12-12 14:23:46,170][demucs.solver][INFO] - Valid | Epoch 193 | 12/20 | 3.70 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.087
[2024-12-12 14:23:46,366][demucs.solver][INFO] - Valid | Epoch 193 | 13/20 | 3.77 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.085
[2024-12-12 14:23:46,581][demucs.solver][INFO] - Valid | Epoch 193 | 14/20 | 3.82 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.087
[2024-12-12 14:23:46,755][demucs.solver][INFO] - Valid | Epoch 193 | 15/20 | 3.90 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.090
[2024-12-12 14:23:46,968][demucs.solver][INFO] - Valid | Epoch 193 | 16/20 | 3.94 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.091
[2024-12-12 14:23:47,145][demucs.solver][INFO] - Valid | Epoch 193 | 17/20 | 4.01 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.097
[2024-12-12 14:23:47,320][demucs.solver][INFO] - Valid | Epoch 193 | 18/20 | 4.07 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.090
[2024-12-12 14:23:47,521][demucs.solver][INFO] - Valid | Epoch 193 | 19/20 | 4.11 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.096
[2024-12-12 14:23:47,885][demucs.solver][INFO] - Valid Summary | Epoch 193 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.096 | Best=0.5446 | Bname=main
[2024-12-12 14:23:49,211][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:23:49,211][demucs.solver][INFO] - Training...
[2024-12-12 14:24:00,977][demucs.solver][INFO] - Train | Epoch 194 | 1/14 | 0.20 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 0.0472
[2024-12-12 14:24:01,620][demucs.solver][INFO] - Train | Epoch 194 | 2/14 | 0.28 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 0.0551
[2024-12-12 14:24:02,249][demucs.solver][INFO] - Train | Epoch 194 | 3/14 | 0.35 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 0.0474
[2024-12-12 14:24:02,878][demucs.solver][INFO] - Train | Epoch 194 | 4/14 | 0.41 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 0.0461
[2024-12-12 14:24:03,505][demucs.solver][INFO] - Train | Epoch 194 | 5/14 | 0.47 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 0.0466
[2024-12-12 14:24:04,135][demucs.solver][INFO] - Train | Epoch 194 | 6/14 | 0.52 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0572
[2024-12-12 14:24:04,761][demucs.solver][INFO] - Train | Epoch 194 | 7/14 | 0.57 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.0550
[2024-12-12 14:24:05,389][demucs.solver][INFO] - Train | Epoch 194 | 8/14 | 0.62 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.0529
[2024-12-12 14:24:06,015][demucs.solver][INFO] - Train | Epoch 194 | 9/14 | 0.66 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0617
[2024-12-12 14:24:06,642][demucs.solver][INFO] - Train | Epoch 194 | 10/14 | 0.69 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0669
[2024-12-12 14:24:07,267][demucs.solver][INFO] - Train | Epoch 194 | 11/14 | 0.73 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.0634
[2024-12-12 14:24:07,894][demucs.solver][INFO] - Train | Epoch 194 | 12/14 | 0.76 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0644
[2024-12-12 14:24:08,523][demucs.solver][INFO] - Train | Epoch 194 | 13/14 | 0.79 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.0627
[2024-12-12 14:24:08,861][demucs.solver][INFO] - Train Summary | Epoch 194 | Loss=0.2436 | Reco=0.2436 | Grad=0.0627
[2024-12-12 14:24:08,862][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:24:08,862][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:24:11,511][demucs.solver][INFO] - Valid | Epoch 194 | 1/20 | 1.71 it/sec | Loss 0.5833 | Reco 0.5833 | Nsdr 1.122
[2024-12-12 14:24:11,962][demucs.solver][INFO] - Valid | Epoch 194 | 2/20 | 1.85 it/sec | Loss 0.4525 | Reco 0.4525 | Nsdr 1.112
[2024-12-12 14:24:12,340][demucs.solver][INFO] - Valid | Epoch 194 | 3/20 | 2.00 it/sec | Loss 0.4991 | Reco 0.4991 | Nsdr 1.134
[2024-12-12 14:24:12,625][demucs.solver][INFO] - Valid | Epoch 194 | 4/20 | 2.19 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.146
[2024-12-12 14:24:12,949][demucs.solver][INFO] - Valid | Epoch 194 | 5/20 | 2.30 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.135
[2024-12-12 14:24:13,149][demucs.solver][INFO] - Valid | Epoch 194 | 6/20 | 2.49 it/sec | Loss 0.5232 | Reco 0.5232 | Nsdr 1.134
[2024-12-12 14:24:13,437][demucs.solver][INFO] - Valid | Epoch 194 | 7/20 | 2.58 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.139
[2024-12-12 14:24:13,702][demucs.solver][INFO] - Valid | Epoch 194 | 8/20 | 2.68 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.135
[2024-12-12 14:24:13,918][demucs.solver][INFO] - Valid | Epoch 194 | 9/20 | 2.80 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.138
[2024-12-12 14:24:14,101][demucs.solver][INFO] - Valid | Epoch 194 | 10/20 | 2.93 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.125
[2024-12-12 14:24:14,383][demucs.solver][INFO] - Valid | Epoch 194 | 11/20 | 2.97 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.117
[2024-12-12 14:24:14,585][demucs.solver][INFO] - Valid | Epoch 194 | 12/20 | 3.06 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.098
[2024-12-12 14:24:14,864][demucs.solver][INFO] - Valid | Epoch 194 | 13/20 | 3.10 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.096
[2024-12-12 14:24:15,111][demucs.solver][INFO] - Valid | Epoch 194 | 14/20 | 3.14 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.097
[2024-12-12 14:24:15,399][demucs.solver][INFO] - Valid | Epoch 194 | 15/20 | 3.16 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.100
[2024-12-12 14:24:15,652][demucs.solver][INFO] - Valid | Epoch 194 | 16/20 | 3.20 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.101
[2024-12-12 14:24:15,909][demucs.solver][INFO] - Valid | Epoch 194 | 17/20 | 3.23 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.108
[2024-12-12 14:24:16,150][demucs.solver][INFO] - Valid | Epoch 194 | 18/20 | 3.27 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.102
[2024-12-12 14:24:16,369][demucs.solver][INFO] - Valid | Epoch 194 | 19/20 | 3.32 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.108
[2024-12-12 14:24:16,747][demucs.solver][INFO] - Valid Summary | Epoch 194 | Loss=0.5494 | Reco=0.5494 | Nsdr=1.108 | Best=0.5446 | Bname=main
[2024-12-12 14:24:18,184][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:24:18,185][demucs.solver][INFO] - Training...
[2024-12-12 14:24:27,746][demucs.solver][INFO] - Train | Epoch 195 | 1/14 | 0.28 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.1128
[2024-12-12 14:24:28,391][demucs.solver][INFO] - Train | Epoch 195 | 2/14 | 0.38 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.1101
[2024-12-12 14:24:29,030][demucs.solver][INFO] - Train | Epoch 195 | 3/14 | 0.47 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.1124
[2024-12-12 14:24:29,664][demucs.solver][INFO] - Train | Epoch 195 | 4/14 | 0.55 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.1000
[2024-12-12 14:24:30,295][demucs.solver][INFO] - Train | Epoch 195 | 5/14 | 0.62 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.1045
[2024-12-12 14:24:30,926][demucs.solver][INFO] - Train | Epoch 195 | 6/14 | 0.67 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.1150
[2024-12-12 14:24:31,566][demucs.solver][INFO] - Train | Epoch 195 | 7/14 | 0.73 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 0.1058
[2024-12-12 14:24:32,198][demucs.solver][INFO] - Train | Epoch 195 | 8/14 | 0.77 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 0.1018
[2024-12-12 14:24:32,825][demucs.solver][INFO] - Train | Epoch 195 | 9/14 | 0.81 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.0967
[2024-12-12 14:24:33,454][demucs.solver][INFO] - Train | Epoch 195 | 10/14 | 0.85 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.0998
[2024-12-12 14:24:34,088][demucs.solver][INFO] - Train | Epoch 195 | 11/14 | 0.89 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0955
[2024-12-12 14:24:34,725][demucs.solver][INFO] - Train | Epoch 195 | 12/14 | 0.92 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0934
[2024-12-12 14:24:35,357][demucs.solver][INFO] - Train | Epoch 195 | 13/14 | 0.95 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0985
[2024-12-12 14:24:35,701][demucs.solver][INFO] - Train Summary | Epoch 195 | Loss=0.2467 | Reco=0.2467 | Grad=0.0985
[2024-12-12 14:24:35,701][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:24:35,701][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:24:38,281][demucs.solver][INFO] - Valid | Epoch 195 | 1/20 | 1.98 it/sec | Loss 0.5860 | Reco 0.5860 | Nsdr 1.082
[2024-12-12 14:24:38,695][demucs.solver][INFO] - Valid | Epoch 195 | 2/20 | 2.11 it/sec | Loss 0.4547 | Reco 0.4547 | Nsdr 1.074
[2024-12-12 14:24:39,178][demucs.solver][INFO] - Valid | Epoch 195 | 3/20 | 2.10 it/sec | Loss 0.5015 | Reco 0.5015 | Nsdr 1.097
[2024-12-12 14:24:39,576][demucs.solver][INFO] - Valid | Epoch 195 | 4/20 | 2.17 it/sec | Loss 0.5203 | Reco 0.5203 | Nsdr 1.107
[2024-12-12 14:24:39,982][demucs.solver][INFO] - Valid | Epoch 195 | 5/20 | 2.21 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.094
[2024-12-12 14:24:40,362][demucs.solver][INFO] - Valid | Epoch 195 | 6/20 | 2.27 it/sec | Loss 0.5260 | Reco 0.5260 | Nsdr 1.094
[2024-12-12 14:24:40,746][demucs.solver][INFO] - Valid | Epoch 195 | 7/20 | 2.30 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.099
[2024-12-12 14:24:41,188][demucs.solver][INFO] - Valid | Epoch 195 | 8/20 | 2.30 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.094
[2024-12-12 14:24:41,436][demucs.solver][INFO] - Valid | Epoch 195 | 9/20 | 2.40 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.097
[2024-12-12 14:24:41,864][demucs.solver][INFO] - Valid | Epoch 195 | 10/20 | 2.40 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.085
[2024-12-12 14:24:42,130][demucs.solver][INFO] - Valid | Epoch 195 | 11/20 | 2.47 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.078
[2024-12-12 14:24:42,466][demucs.solver][INFO] - Valid | Epoch 195 | 12/20 | 2.50 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.059
[2024-12-12 14:24:42,629][demucs.solver][INFO] - Valid | Epoch 195 | 13/20 | 2.61 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 1.058
[2024-12-12 14:24:42,889][demucs.solver][INFO] - Valid | Epoch 195 | 14/20 | 2.67 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.059
[2024-12-12 14:24:43,115][demucs.solver][INFO] - Valid | Epoch 195 | 15/20 | 2.74 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.063
[2024-12-12 14:24:43,415][demucs.solver][INFO] - Valid | Epoch 195 | 16/20 | 2.77 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.065
[2024-12-12 14:24:43,579][demucs.solver][INFO] - Valid | Epoch 195 | 17/20 | 2.85 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.070
[2024-12-12 14:24:43,886][demucs.solver][INFO] - Valid | Epoch 195 | 18/20 | 2.87 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.064
[2024-12-12 14:24:44,194][demucs.solver][INFO] - Valid | Epoch 195 | 19/20 | 2.89 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.069
[2024-12-12 14:24:44,716][demucs.solver][INFO] - Valid Summary | Epoch 195 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.069 | Best=0.5446 | Bname=main
[2024-12-12 14:24:46,101][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:24:46,101][demucs.solver][INFO] - Training...
[2024-12-12 14:24:52,758][demucs.solver][INFO] - Train | Epoch 196 | 1/14 | 0.43 it/sec | Loss 0.2851 | Reco 0.2851 | Grad 0.1607
[2024-12-12 14:24:53,410][demucs.solver][INFO] - Train | Epoch 196 | 2/14 | 0.57 it/sec | Loss 0.2756 | Reco 0.2756 | Grad 0.1367
[2024-12-12 14:24:55,728][demucs.solver][INFO] - Train | Epoch 196 | 3/14 | 0.52 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 0.1278
[2024-12-12 14:24:56,377][demucs.solver][INFO] - Train | Epoch 196 | 4/14 | 0.60 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.1205
[2024-12-12 14:24:57,020][demucs.solver][INFO] - Train | Epoch 196 | 5/14 | 0.67 it/sec | Loss 0.2648 | Reco 0.2648 | Grad 0.1099
[2024-12-12 14:24:57,658][demucs.solver][INFO] - Train | Epoch 196 | 6/14 | 0.73 it/sec | Loss 0.2719 | Reco 0.2719 | Grad 0.1008
[2024-12-12 14:24:58,304][demucs.solver][INFO] - Train | Epoch 196 | 7/14 | 0.78 it/sec | Loss 0.2712 | Reco 0.2712 | Grad 0.0996
[2024-12-12 14:24:58,951][demucs.solver][INFO] - Train | Epoch 196 | 8/14 | 0.83 it/sec | Loss 0.2692 | Reco 0.2692 | Grad 0.0945
[2024-12-12 14:24:59,598][demucs.solver][INFO] - Train | Epoch 196 | 9/14 | 0.87 it/sec | Loss 0.2653 | Reco 0.2653 | Grad 0.0905
[2024-12-12 14:25:00,240][demucs.solver][INFO] - Train | Epoch 196 | 10/14 | 0.91 it/sec | Loss 0.2616 | Reco 0.2616 | Grad 0.0832
[2024-12-12 14:25:00,870][demucs.solver][INFO] - Train | Epoch 196 | 11/14 | 0.94 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0815
[2024-12-12 14:25:01,499][demucs.solver][INFO] - Train | Epoch 196 | 12/14 | 0.97 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0801
[2024-12-12 14:25:02,134][demucs.solver][INFO] - Train | Epoch 196 | 13/14 | 1.00 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0802
[2024-12-12 14:25:02,483][demucs.solver][INFO] - Train Summary | Epoch 196 | Loss=0.2547 | Reco=0.2547 | Grad=0.0802
[2024-12-12 14:25:02,484][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:25:02,484][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:25:04,633][demucs.solver][INFO] - Valid | Epoch 196 | 1/20 | 2.99 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.119
[2024-12-12 14:25:05,305][demucs.solver][INFO] - Valid | Epoch 196 | 2/20 | 2.24 it/sec | Loss 0.4526 | Reco 0.4526 | Nsdr 1.108
[2024-12-12 14:25:05,520][demucs.solver][INFO] - Valid | Epoch 196 | 3/20 | 2.57 it/sec | Loss 0.4990 | Reco 0.4990 | Nsdr 1.132
[2024-12-12 14:25:05,698][demucs.solver][INFO] - Valid | Epoch 196 | 4/20 | 2.88 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.147
[2024-12-12 14:25:05,894][demucs.solver][INFO] - Valid | Epoch 196 | 5/20 | 3.11 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.141
[2024-12-12 14:25:06,089][demucs.solver][INFO] - Valid | Epoch 196 | 6/20 | 3.29 it/sec | Loss 0.5226 | Reco 0.5226 | Nsdr 1.140
[2024-12-12 14:25:06,274][demucs.solver][INFO] - Valid | Epoch 196 | 7/20 | 3.46 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.145
[2024-12-12 14:25:06,467][demucs.solver][INFO] - Valid | Epoch 196 | 8/20 | 3.59 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.144
[2024-12-12 14:25:06,647][demucs.solver][INFO] - Valid | Epoch 196 | 9/20 | 3.73 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.149
[2024-12-12 14:25:06,863][demucs.solver][INFO] - Valid | Epoch 196 | 10/20 | 3.79 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.135
[2024-12-12 14:25:07,055][demucs.solver][INFO] - Valid | Epoch 196 | 11/20 | 3.88 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.126
[2024-12-12 14:25:07,267][demucs.solver][INFO] - Valid | Epoch 196 | 12/20 | 3.93 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.107
[2024-12-12 14:25:07,484][demucs.solver][INFO] - Valid | Epoch 196 | 13/20 | 3.98 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.105
[2024-12-12 14:25:07,685][demucs.solver][INFO] - Valid | Epoch 196 | 14/20 | 4.03 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.106
[2024-12-12 14:25:07,868][demucs.solver][INFO] - Valid | Epoch 196 | 15/20 | 4.10 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.109
[2024-12-12 14:25:08,061][demucs.solver][INFO] - Valid | Epoch 196 | 16/20 | 4.15 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.110
[2024-12-12 14:25:08,256][demucs.solver][INFO] - Valid | Epoch 196 | 17/20 | 4.19 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.114
[2024-12-12 14:25:08,449][demucs.solver][INFO] - Valid | Epoch 196 | 18/20 | 4.24 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.107
[2024-12-12 14:25:08,663][demucs.solver][INFO] - Valid | Epoch 196 | 19/20 | 4.26 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.113
[2024-12-12 14:25:09,099][demucs.solver][INFO] - Valid Summary | Epoch 196 | Loss=0.5487 | Reco=0.5487 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 14:25:10,528][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:25:10,528][demucs.solver][INFO] - Training...
[2024-12-12 14:25:20,016][demucs.solver][INFO] - Train | Epoch 197 | 1/14 | 0.25 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0793
[2024-12-12 14:25:20,696][demucs.solver][INFO] - Train | Epoch 197 | 2/14 | 0.35 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.0717
[2024-12-12 14:25:21,421][demucs.solver][INFO] - Train | Epoch 197 | 3/14 | 0.42 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.0733
[2024-12-12 14:25:22,061][demucs.solver][INFO] - Train | Epoch 197 | 4/14 | 0.50 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 0.0649
[2024-12-12 14:25:22,696][demucs.solver][INFO] - Train | Epoch 197 | 5/14 | 0.56 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.0732
[2024-12-12 14:25:23,337][demucs.solver][INFO] - Train | Epoch 197 | 6/14 | 0.62 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.0718
[2024-12-12 14:25:23,979][demucs.solver][INFO] - Train | Epoch 197 | 7/14 | 0.67 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0701
[2024-12-12 14:25:24,618][demucs.solver][INFO] - Train | Epoch 197 | 8/14 | 0.71 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.0654
[2024-12-12 14:25:25,246][demucs.solver][INFO] - Train | Epoch 197 | 9/14 | 0.76 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.0668
[2024-12-12 14:25:25,882][demucs.solver][INFO] - Train | Epoch 197 | 10/14 | 0.79 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 0.0669
[2024-12-12 14:25:26,514][demucs.solver][INFO] - Train | Epoch 197 | 11/14 | 0.83 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.0652
[2024-12-12 14:25:27,146][demucs.solver][INFO] - Train | Epoch 197 | 12/14 | 0.86 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 0.0677
[2024-12-12 14:25:27,778][demucs.solver][INFO] - Train | Epoch 197 | 13/14 | 0.89 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.0681
[2024-12-12 14:25:28,164][demucs.solver][INFO] - Train Summary | Epoch 197 | Loss=0.2400 | Reco=0.2400 | Grad=0.0681
[2024-12-12 14:25:28,164][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:25:28,164][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:25:30,701][demucs.solver][INFO] - Valid | Epoch 197 | 1/20 | 2.01 it/sec | Loss 0.5850 | Reco 0.5850 | Nsdr 1.096
[2024-12-12 14:25:31,065][demucs.solver][INFO] - Valid | Epoch 197 | 2/20 | 2.21 it/sec | Loss 0.4540 | Reco 0.4540 | Nsdr 1.086
[2024-12-12 14:25:31,406][demucs.solver][INFO] - Valid | Epoch 197 | 3/20 | 2.35 it/sec | Loss 0.5006 | Reco 0.5006 | Nsdr 1.110
[2024-12-12 14:25:31,739][demucs.solver][INFO] - Valid | Epoch 197 | 4/20 | 2.46 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 1.121
[2024-12-12 14:25:32,118][demucs.solver][INFO] - Valid | Epoch 197 | 5/20 | 2.49 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.109
[2024-12-12 14:25:32,495][demucs.solver][INFO] - Valid | Epoch 197 | 6/20 | 2.51 it/sec | Loss 0.5250 | Reco 0.5250 | Nsdr 1.108
[2024-12-12 14:25:32,730][demucs.solver][INFO] - Valid | Epoch 197 | 7/20 | 2.64 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.114
[2024-12-12 14:25:33,079][demucs.solver][INFO] - Valid | Epoch 197 | 8/20 | 2.67 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.108
[2024-12-12 14:25:33,448][demucs.solver][INFO] - Valid | Epoch 197 | 9/20 | 2.67 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.111
[2024-12-12 14:25:33,812][demucs.solver][INFO] - Valid | Epoch 197 | 10/20 | 2.68 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.099
[2024-12-12 14:25:34,162][demucs.solver][INFO] - Valid | Epoch 197 | 11/20 | 2.69 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.091
[2024-12-12 14:25:34,418][demucs.solver][INFO] - Valid | Epoch 197 | 12/20 | 2.76 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.073
[2024-12-12 14:25:34,594][demucs.solver][INFO] - Valid | Epoch 197 | 13/20 | 2.86 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.071
[2024-12-12 14:25:34,805][demucs.solver][INFO] - Valid | Epoch 197 | 14/20 | 2.94 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.073
[2024-12-12 14:25:35,023][demucs.solver][INFO] - Valid | Epoch 197 | 15/20 | 3.01 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.076
[2024-12-12 14:25:35,196][demucs.solver][INFO] - Valid | Epoch 197 | 16/20 | 3.10 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.078
[2024-12-12 14:25:35,387][demucs.solver][INFO] - Valid | Epoch 197 | 17/20 | 3.17 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.084
[2024-12-12 14:25:35,562][demucs.solver][INFO] - Valid | Epoch 197 | 18/20 | 3.24 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.077
[2024-12-12 14:25:35,734][demucs.solver][INFO] - Valid | Epoch 197 | 19/20 | 3.32 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.083
[2024-12-12 14:25:36,096][demucs.solver][INFO] - Valid Summary | Epoch 197 | Loss=0.5512 | Reco=0.5512 | Nsdr=1.083 | Best=0.5446 | Bname=main
[2024-12-12 14:25:37,496][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:25:37,496][demucs.solver][INFO] - Training...
[2024-12-12 14:25:44,527][demucs.solver][INFO] - Train | Epoch 198 | 1/14 | 0.37 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.0602
[2024-12-12 14:25:45,177][demucs.solver][INFO] - Train | Epoch 198 | 2/14 | 0.50 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0692
[2024-12-12 14:25:45,817][demucs.solver][INFO] - Train | Epoch 198 | 3/14 | 0.60 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0639
[2024-12-12 14:25:46,812][demucs.solver][INFO] - Train | Epoch 198 | 4/14 | 0.65 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0645
[2024-12-12 14:25:47,450][demucs.solver][INFO] - Train | Epoch 198 | 5/14 | 0.72 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.0620
[2024-12-12 14:25:48,092][demucs.solver][INFO] - Train | Epoch 198 | 6/14 | 0.78 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0638
[2024-12-12 14:25:48,729][demucs.solver][INFO] - Train | Epoch 198 | 7/14 | 0.84 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.0609
[2024-12-12 14:25:49,355][demucs.solver][INFO] - Train | Epoch 198 | 8/14 | 0.88 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0706
[2024-12-12 14:25:49,984][demucs.solver][INFO] - Train | Epoch 198 | 9/14 | 0.92 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0738
[2024-12-12 14:25:50,616][demucs.solver][INFO] - Train | Epoch 198 | 10/14 | 0.96 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0709
[2024-12-12 14:25:51,243][demucs.solver][INFO] - Train | Epoch 198 | 11/14 | 0.99 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0743
[2024-12-12 14:25:51,872][demucs.solver][INFO] - Train | Epoch 198 | 12/14 | 1.02 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0737
[2024-12-12 14:25:52,502][demucs.solver][INFO] - Train | Epoch 198 | 13/14 | 1.05 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0744
[2024-12-12 14:25:52,828][demucs.solver][INFO] - Train Summary | Epoch 198 | Loss=0.2517 | Reco=0.2517 | Grad=0.0744
[2024-12-12 14:25:52,828][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:25:52,828][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:25:55,378][demucs.solver][INFO] - Valid | Epoch 198 | 1/20 | 2.30 it/sec | Loss 0.5844 | Reco 0.5844 | Nsdr 1.113
[2024-12-12 14:25:55,764][demucs.solver][INFO] - Valid | Epoch 198 | 2/20 | 2.39 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.100
[2024-12-12 14:25:55,989][demucs.solver][INFO] - Valid | Epoch 198 | 3/20 | 2.70 it/sec | Loss 0.5001 | Reco 0.5001 | Nsdr 1.121
[2024-12-12 14:25:56,388][demucs.solver][INFO] - Valid | Epoch 198 | 4/20 | 2.66 it/sec | Loss 0.5188 | Reco 0.5188 | Nsdr 1.132
[2024-12-12 14:25:56,754][demucs.solver][INFO] - Valid | Epoch 198 | 5/20 | 2.67 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.120
[2024-12-12 14:25:56,955][demucs.solver][INFO] - Valid | Epoch 198 | 6/20 | 2.86 it/sec | Loss 0.5244 | Reco 0.5244 | Nsdr 1.118
[2024-12-12 14:25:57,111][demucs.solver][INFO] - Valid | Epoch 198 | 7/20 | 3.07 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.123
[2024-12-12 14:25:57,287][demucs.solver][INFO] - Valid | Epoch 198 | 8/20 | 3.24 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.118
[2024-12-12 14:25:57,501][demucs.solver][INFO] - Valid | Epoch 198 | 9/20 | 3.34 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.119
[2024-12-12 14:25:57,678][demucs.solver][INFO] - Valid | Epoch 198 | 10/20 | 3.47 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.107
[2024-12-12 14:25:57,858][demucs.solver][INFO] - Valid | Epoch 198 | 11/20 | 3.58 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.100
[2024-12-12 14:25:58,057][demucs.solver][INFO] - Valid | Epoch 198 | 12/20 | 3.66 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.081
[2024-12-12 14:25:58,256][demucs.solver][INFO] - Valid | Epoch 198 | 13/20 | 3.73 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.079
[2024-12-12 14:25:58,433][demucs.solver][INFO] - Valid | Epoch 198 | 14/20 | 3.82 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.080
[2024-12-12 14:25:58,631][demucs.solver][INFO] - Valid | Epoch 198 | 15/20 | 3.88 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.083
[2024-12-12 14:25:58,849][demucs.solver][INFO] - Valid | Epoch 198 | 16/20 | 3.92 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.085
[2024-12-12 14:25:59,070][demucs.solver][INFO] - Valid | Epoch 198 | 17/20 | 3.94 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.093
[2024-12-12 14:25:59,246][demucs.solver][INFO] - Valid | Epoch 198 | 18/20 | 4.01 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.086
[2024-12-12 14:25:59,403][demucs.solver][INFO] - Valid | Epoch 198 | 19/20 | 4.08 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.092
[2024-12-12 14:25:59,769][demucs.solver][INFO] - Valid Summary | Epoch 198 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.092 | Best=0.5446 | Bname=main
[2024-12-12 14:26:01,059][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:26:01,059][demucs.solver][INFO] - Training...
[2024-12-12 14:26:08,172][demucs.solver][INFO] - Train | Epoch 199 | 1/14 | 0.37 it/sec | Loss 0.2832 | Reco 0.2832 | Grad 0.0686
[2024-12-12 14:26:09,144][demucs.solver][INFO] - Train | Epoch 199 | 2/14 | 0.47 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0640
[2024-12-12 14:26:09,782][demucs.solver][INFO] - Train | Epoch 199 | 3/14 | 0.56 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.0695
[2024-12-12 14:26:10,422][demucs.solver][INFO] - Train | Epoch 199 | 4/14 | 0.65 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0779
[2024-12-12 14:26:11,065][demucs.solver][INFO] - Train | Epoch 199 | 5/14 | 0.72 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0742
[2024-12-12 14:26:11,710][demucs.solver][INFO] - Train | Epoch 199 | 6/14 | 0.78 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0675
[2024-12-12 14:26:12,348][demucs.solver][INFO] - Train | Epoch 199 | 7/14 | 0.83 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0644
[2024-12-12 14:26:12,992][demucs.solver][INFO] - Train | Epoch 199 | 8/14 | 0.87 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0667
[2024-12-12 14:26:13,627][demucs.solver][INFO] - Train | Epoch 199 | 9/14 | 0.92 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0715
[2024-12-12 14:26:14,263][demucs.solver][INFO] - Train | Epoch 199 | 10/14 | 0.95 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0678
[2024-12-12 14:26:14,892][demucs.solver][INFO] - Train | Epoch 199 | 11/14 | 0.98 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0684
[2024-12-12 14:26:15,521][demucs.solver][INFO] - Train | Epoch 199 | 12/14 | 1.01 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0696
[2024-12-12 14:26:16,148][demucs.solver][INFO] - Train | Epoch 199 | 13/14 | 1.04 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0719
[2024-12-12 14:26:16,482][demucs.solver][INFO] - Train Summary | Epoch 199 | Loss=0.2505 | Reco=0.2505 | Grad=0.0719
[2024-12-12 14:26:16,483][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:26:16,483][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:26:19,050][demucs.solver][INFO] - Valid | Epoch 199 | 1/20 | 1.96 it/sec | Loss 0.5836 | Reco 0.5836 | Nsdr 1.119
[2024-12-12 14:26:19,249][demucs.solver][INFO] - Valid | Epoch 199 | 2/20 | 2.46 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.105
[2024-12-12 14:26:19,446][demucs.solver][INFO] - Valid | Epoch 199 | 3/20 | 2.82 it/sec | Loss 0.4994 | Reco 0.4994 | Nsdr 1.128
[2024-12-12 14:26:19,627][demucs.solver][INFO] - Valid | Epoch 199 | 4/20 | 3.13 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.139
[2024-12-12 14:26:19,803][demucs.solver][INFO] - Valid | Epoch 199 | 5/20 | 3.38 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.125
[2024-12-12 14:26:20,021][demucs.solver][INFO] - Valid | Epoch 199 | 6/20 | 3.52 it/sec | Loss 0.5237 | Reco 0.5237 | Nsdr 1.124
[2024-12-12 14:26:20,241][demucs.solver][INFO] - Valid | Epoch 199 | 7/20 | 3.62 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.128
[2024-12-12 14:26:20,426][demucs.solver][INFO] - Valid | Epoch 199 | 8/20 | 3.76 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.123
[2024-12-12 14:26:20,625][demucs.solver][INFO] - Valid | Epoch 199 | 9/20 | 3.85 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.124
[2024-12-12 14:26:20,821][demucs.solver][INFO] - Valid | Epoch 199 | 10/20 | 3.94 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.112
[2024-12-12 14:26:21,033][demucs.solver][INFO] - Valid | Epoch 199 | 11/20 | 4.00 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.105
[2024-12-12 14:26:21,247][demucs.solver][INFO] - Valid | Epoch 199 | 12/20 | 4.04 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.086
[2024-12-12 14:26:21,442][demucs.solver][INFO] - Valid | Epoch 199 | 13/20 | 4.10 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.084
[2024-12-12 14:26:21,640][demucs.solver][INFO] - Valid | Epoch 199 | 14/20 | 4.15 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.086
[2024-12-12 14:26:21,861][demucs.solver][INFO] - Valid | Epoch 199 | 15/20 | 4.18 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.089
[2024-12-12 14:26:22,084][demucs.solver][INFO] - Valid | Epoch 199 | 16/20 | 4.19 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.090
[2024-12-12 14:26:22,281][demucs.solver][INFO] - Valid | Epoch 199 | 17/20 | 4.23 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.098
[2024-12-12 14:26:22,456][demucs.solver][INFO] - Valid | Epoch 199 | 18/20 | 4.29 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.092
[2024-12-12 14:26:22,668][demucs.solver][INFO] - Valid | Epoch 199 | 19/20 | 4.31 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.097
[2024-12-12 14:26:23,048][demucs.solver][INFO] - Valid Summary | Epoch 199 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.097 | Best=0.5446 | Bname=main
[2024-12-12 14:26:24,402][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:26:24,403][demucs.solver][INFO] - Training...
[2024-12-12 14:26:32,849][demucs.solver][INFO] - Train | Epoch 200 | 1/14 | 0.29 it/sec | Loss 0.2777 | Reco 0.2777 | Grad 0.0560
[2024-12-12 14:26:33,501][demucs.solver][INFO] - Train | Epoch 200 | 2/14 | 0.40 it/sec | Loss 0.2631 | Reco 0.2631 | Grad 0.0621
[2024-12-12 14:26:34,154][demucs.solver][INFO] - Train | Epoch 200 | 3/14 | 0.49 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0649
[2024-12-12 14:26:34,794][demucs.solver][INFO] - Train | Epoch 200 | 4/14 | 0.57 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0739
[2024-12-12 14:26:35,434][demucs.solver][INFO] - Train | Epoch 200 | 5/14 | 0.64 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.0671
[2024-12-12 14:26:36,076][demucs.solver][INFO] - Train | Epoch 200 | 6/14 | 0.70 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0678
[2024-12-12 14:26:36,718][demucs.solver][INFO] - Train | Epoch 200 | 7/14 | 0.75 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.0675
[2024-12-12 14:26:37,366][demucs.solver][INFO] - Train | Epoch 200 | 8/14 | 0.79 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.0676
[2024-12-12 14:26:38,005][demucs.solver][INFO] - Train | Epoch 200 | 9/14 | 0.83 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0661
[2024-12-12 14:26:38,640][demucs.solver][INFO] - Train | Epoch 200 | 10/14 | 0.87 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0732
[2024-12-12 14:26:39,269][demucs.solver][INFO] - Train | Epoch 200 | 11/14 | 0.91 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0795
[2024-12-12 14:26:39,898][demucs.solver][INFO] - Train | Epoch 200 | 12/14 | 0.94 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0876
[2024-12-12 14:26:40,529][demucs.solver][INFO] - Train | Epoch 200 | 13/14 | 0.96 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0875
[2024-12-12 14:26:40,863][demucs.solver][INFO] - Train Summary | Epoch 200 | Loss=0.2504 | Reco=0.2504 | Grad=0.0875
[2024-12-12 14:26:40,864][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:26:40,864][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:26:43,266][demucs.solver][INFO] - Valid | Epoch 200 | 1/20 | 3.21 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.128
[2024-12-12 14:26:43,472][demucs.solver][INFO] - Valid | Epoch 200 | 2/20 | 3.61 it/sec | Loss 0.4523 | Reco 0.4523 | Nsdr 1.114
[2024-12-12 14:26:43,652][demucs.solver][INFO] - Valid | Epoch 200 | 3/20 | 3.96 it/sec | Loss 0.4987 | Reco 0.4987 | Nsdr 1.138
[2024-12-12 14:26:43,849][demucs.solver][INFO] - Valid | Epoch 200 | 4/20 | 4.14 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.150
[2024-12-12 14:26:44,025][demucs.solver][INFO] - Valid | Epoch 200 | 5/20 | 4.34 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.138
[2024-12-12 14:26:44,222][demucs.solver][INFO] - Valid | Epoch 200 | 6/20 | 4.43 it/sec | Loss 0.5227 | Reco 0.5227 | Nsdr 1.138
[2024-12-12 14:26:44,427][demucs.solver][INFO] - Valid | Epoch 200 | 7/20 | 4.48 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.143
[2024-12-12 14:26:44,625][demucs.solver][INFO] - Valid | Epoch 200 | 8/20 | 4.54 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.140
[2024-12-12 14:26:44,821][demucs.solver][INFO] - Valid | Epoch 200 | 9/20 | 4.59 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.143
[2024-12-12 14:26:45,035][demucs.solver][INFO] - Valid | Epoch 200 | 10/20 | 4.60 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.130
[2024-12-12 14:26:45,189][demucs.solver][INFO] - Valid | Epoch 200 | 11/20 | 4.71 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.123
[2024-12-12 14:26:45,345][demucs.solver][INFO] - Valid | Epoch 200 | 12/20 | 4.81 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.103
[2024-12-12 14:26:45,557][demucs.solver][INFO] - Valid | Epoch 200 | 13/20 | 4.80 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.102
[2024-12-12 14:26:45,750][demucs.solver][INFO] - Valid | Epoch 200 | 14/20 | 4.83 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.103
[2024-12-12 14:26:45,947][demucs.solver][INFO] - Valid | Epoch 200 | 15/20 | 4.84 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.106
[2024-12-12 14:26:46,161][demucs.solver][INFO] - Valid | Epoch 200 | 16/20 | 4.83 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.108
[2024-12-12 14:26:46,381][demucs.solver][INFO] - Valid | Epoch 200 | 17/20 | 4.81 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.114
[2024-12-12 14:26:46,595][demucs.solver][INFO] - Valid | Epoch 200 | 18/20 | 4.81 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.107
[2024-12-12 14:26:46,807][demucs.solver][INFO] - Valid | Epoch 200 | 19/20 | 4.80 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.113
[2024-12-12 14:26:47,232][demucs.solver][INFO] - Valid Summary | Epoch 200 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 14:26:47,232][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:26:47,233][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 14:27:00,736][demucs.evaluate][INFO] - Eval | 1/20 | 0.29 it/sec
[2024-12-12 14:27:04,173][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 14:27:07,482][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 14:27:10,882][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 14:27:14,243][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 14:27:17,596][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 14:27:21,033][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 14:27:24,515][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 14:27:27,879][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 14:27:31,226][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 14:27:34,542][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 14:27:37,942][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 14:27:41,307][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 14:27:44,653][demucs.evaluate][INFO] - Eval | 14/20 | 0.30 it/sec
[2024-12-12 14:27:47,969][demucs.evaluate][INFO] - Eval | 15/20 | 0.30 it/sec
[2024-12-12 14:27:51,274][demucs.evaluate][INFO] - Eval | 16/20 | 0.30 it/sec
[2024-12-12 14:27:54,624][demucs.evaluate][INFO] - Eval | 17/20 | 0.30 it/sec
[2024-12-12 14:27:58,121][demucs.evaluate][INFO] - Eval | 18/20 | 0.30 it/sec
[2024-12-12 14:28:01,528][demucs.evaluate][INFO] - Eval | 19/20 | 0.30 it/sec
[2024-12-12 14:28:01,546][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 118.81 it/sec
[2024-12-12 14:28:01,555][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 116.24 it/sec
[2024-12-12 14:28:01,567][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 105.62 it/sec
[2024-12-12 14:28:01,575][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 107.27 it/sec
[2024-12-12 14:28:01,584][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 108.83 it/sec
[2024-12-12 14:28:01,595][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 105.88 it/sec
[2024-12-12 14:28:01,606][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 104.15 it/sec
[2024-12-12 14:28:01,613][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 106.33 it/sec
[2024-12-12 14:28:01,624][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 104.77 it/sec
[2024-12-12 14:28:01,633][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 105.92 it/sec
[2024-12-12 14:28:01,642][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 106.03 it/sec
[2024-12-12 14:28:01,653][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 104.33 it/sec
[2024-12-12 14:28:01,662][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 105.01 it/sec
[2024-12-12 14:28:01,672][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 104.96 it/sec
[2024-12-12 14:28:01,682][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 104.58 it/sec
[2024-12-12 14:28:01,692][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 104.06 it/sec
[2024-12-12 14:28:01,700][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 105.03 it/sec
[2024-12-12 14:28:01,709][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 105.30 it/sec
[2024-12-12 14:28:01,717][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 106.51 it/sec
[2024-12-12 14:28:01,769][demucs.solver][INFO] - Test Summary | Epoch 200 | Nsdr=1.021 | Nsdr_drums=1.059 | Nsdr_bass=1.006 | Nsdr_other=0.991 | Nsdr_vocals=1.030
[2024-12-12 14:28:03,176][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:28:03,176][demucs.solver][INFO] - Training...
[2024-12-12 14:28:11,350][demucs.solver][INFO] - Train | Epoch 201 | 1/14 | 0.30 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0418
[2024-12-12 14:28:12,005][demucs.solver][INFO] - Train | Epoch 201 | 2/14 | 0.41 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.0430
[2024-12-12 14:28:12,667][demucs.solver][INFO] - Train | Epoch 201 | 3/14 | 0.50 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 0.0395
[2024-12-12 14:28:13,333][demucs.solver][INFO] - Train | Epoch 201 | 4/14 | 0.58 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0411
[2024-12-12 14:28:13,971][demucs.solver][INFO] - Train | Epoch 201 | 5/14 | 0.65 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0401
[2024-12-12 14:28:14,609][demucs.solver][INFO] - Train | Epoch 201 | 6/14 | 0.70 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 0.0504
[2024-12-12 14:28:15,253][demucs.solver][INFO] - Train | Epoch 201 | 7/14 | 0.76 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.0488
[2024-12-12 14:28:16,061][demucs.solver][INFO] - Train | Epoch 201 | 8/14 | 0.79 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.0460
[2024-12-12 14:28:16,706][demucs.solver][INFO] - Train | Epoch 201 | 9/14 | 0.83 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.0498
[2024-12-12 14:28:17,412][demucs.solver][INFO] - Train | Epoch 201 | 10/14 | 0.86 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0519
[2024-12-12 14:28:18,107][demucs.solver][INFO] - Train | Epoch 201 | 11/14 | 0.89 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.0512
[2024-12-12 14:28:18,749][demucs.solver][INFO] - Train | Epoch 201 | 12/14 | 0.92 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0493
[2024-12-12 14:28:19,395][demucs.solver][INFO] - Train | Epoch 201 | 13/14 | 0.95 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0546
[2024-12-12 14:28:19,744][demucs.solver][INFO] - Train Summary | Epoch 201 | Loss=0.2487 | Reco=0.2487 | Grad=0.0546
[2024-12-12 14:28:19,745][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:28:19,745][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:28:22,393][demucs.solver][INFO] - Valid | Epoch 201 | 1/20 | 2.12 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.140
[2024-12-12 14:28:22,691][demucs.solver][INFO] - Valid | Epoch 201 | 2/20 | 2.41 it/sec | Loss 0.4514 | Reco 0.4514 | Nsdr 1.125
[2024-12-12 14:28:23,091][demucs.solver][INFO] - Valid | Epoch 201 | 3/20 | 2.43 it/sec | Loss 0.4976 | Reco 0.4976 | Nsdr 1.150
[2024-12-12 14:28:23,374][demucs.solver][INFO] - Valid | Epoch 201 | 4/20 | 2.60 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.166
[2024-12-12 14:28:23,783][demucs.solver][INFO] - Valid | Epoch 201 | 5/20 | 2.57 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.159
[2024-12-12 14:28:24,069][demucs.solver][INFO] - Valid | Epoch 201 | 6/20 | 2.67 it/sec | Loss 0.5210 | Reco 0.5210 | Nsdr 1.159
[2024-12-12 14:28:24,295][demucs.solver][INFO] - Valid | Epoch 201 | 7/20 | 2.81 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.165
[2024-12-12 14:28:24,567][demucs.solver][INFO] - Valid | Epoch 201 | 8/20 | 2.89 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.163
[2024-12-12 14:28:24,842][demucs.solver][INFO] - Valid | Epoch 201 | 9/20 | 2.95 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.167
[2024-12-12 14:28:25,134][demucs.solver][INFO] - Valid | Epoch 201 | 10/20 | 2.98 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.153
[2024-12-12 14:28:25,606][demucs.solver][INFO] - Valid | Epoch 201 | 11/20 | 2.89 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.145
[2024-12-12 14:28:25,847][demucs.solver][INFO] - Valid | Epoch 201 | 12/20 | 2.96 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.125
[2024-12-12 14:28:26,319][demucs.solver][INFO] - Valid | Epoch 201 | 13/20 | 2.87 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.123
[2024-12-12 14:28:26,675][demucs.solver][INFO] - Valid | Epoch 201 | 14/20 | 2.87 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.125
[2024-12-12 14:28:27,174][demucs.solver][INFO] - Valid | Epoch 201 | 15/20 | 2.79 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.128
[2024-12-12 14:28:27,427][demucs.solver][INFO] - Valid | Epoch 201 | 16/20 | 2.84 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.130
[2024-12-12 14:28:27,836][demucs.solver][INFO] - Valid | Epoch 201 | 17/20 | 2.82 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.134
[2024-12-12 14:28:28,186][demucs.solver][INFO] - Valid | Epoch 201 | 18/20 | 2.82 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.126
[2024-12-12 14:28:28,639][demucs.solver][INFO] - Valid | Epoch 201 | 19/20 | 2.78 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.132
[2024-12-12 14:28:29,053][demucs.solver][INFO] - Valid Summary | Epoch 201 | Loss=0.5471 | Reco=0.5471 | Nsdr=1.132 | Best=0.5446 | Bname=main
[2024-12-12 14:28:30,558][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:28:30,560][demucs.solver][INFO] - Training...
[2024-12-12 14:28:34,561][demucs.solver][INFO] - Train | Epoch 202 | 1/14 | 0.92 it/sec | Loss 0.2235 | Reco 0.2235 | Grad 0.0839
[2024-12-12 14:28:38,956][demucs.solver][INFO] - Train | Epoch 202 | 2/14 | 0.46 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0702
[2024-12-12 14:28:39,791][demucs.solver][INFO] - Train | Epoch 202 | 3/14 | 0.54 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.0843
[2024-12-12 14:28:40,451][demucs.solver][INFO] - Train | Epoch 202 | 4/14 | 0.62 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.0873
[2024-12-12 14:28:41,092][demucs.solver][INFO] - Train | Epoch 202 | 5/14 | 0.69 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.0945
[2024-12-12 14:28:41,732][demucs.solver][INFO] - Train | Epoch 202 | 6/14 | 0.75 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0875
[2024-12-12 14:28:42,374][demucs.solver][INFO] - Train | Epoch 202 | 7/14 | 0.80 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0813
[2024-12-12 14:28:43,014][demucs.solver][INFO] - Train | Epoch 202 | 8/14 | 0.85 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.1014
[2024-12-12 14:28:43,657][demucs.solver][INFO] - Train | Epoch 202 | 9/14 | 0.89 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.1005
[2024-12-12 14:28:44,297][demucs.solver][INFO] - Train | Epoch 202 | 10/14 | 0.92 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0964
[2024-12-12 14:28:44,937][demucs.solver][INFO] - Train | Epoch 202 | 11/14 | 0.96 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0987
[2024-12-12 14:28:47,983][demucs.solver][INFO] - Train | Epoch 202 | 12/14 | 0.83 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0931
[2024-12-12 14:28:48,611][demucs.solver][INFO] - Train | Epoch 202 | 13/14 | 0.86 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0920
[2024-12-12 14:28:48,951][demucs.solver][INFO] - Train Summary | Epoch 202 | Loss=0.2452 | Reco=0.2452 | Grad=0.0920
[2024-12-12 14:28:48,952][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:28:48,952][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:28:51,345][demucs.solver][INFO] - Valid | Epoch 202 | 1/20 | 2.94 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.175
[2024-12-12 14:28:51,551][demucs.solver][INFO] - Valid | Epoch 202 | 2/20 | 3.38 it/sec | Loss 0.4499 | Reco 0.4499 | Nsdr 1.158
[2024-12-12 14:28:51,756][demucs.solver][INFO] - Valid | Epoch 202 | 3/20 | 3.66 it/sec | Loss 0.4962 | Reco 0.4962 | Nsdr 1.181
[2024-12-12 14:28:51,968][demucs.solver][INFO] - Valid | Epoch 202 | 4/20 | 3.83 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.193
[2024-12-12 14:28:52,143][demucs.solver][INFO] - Valid | Epoch 202 | 5/20 | 4.06 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.182
[2024-12-12 14:28:52,319][demucs.solver][INFO] - Valid | Epoch 202 | 6/20 | 4.23 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.180
[2024-12-12 14:28:52,473][demucs.solver][INFO] - Valid | Epoch 202 | 7/20 | 4.42 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.185
[2024-12-12 14:28:52,689][demucs.solver][INFO] - Valid | Epoch 202 | 8/20 | 4.45 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.181
[2024-12-12 14:28:52,905][demucs.solver][INFO] - Valid | Epoch 202 | 9/20 | 4.46 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.183
[2024-12-12 14:28:53,085][demucs.solver][INFO] - Valid | Epoch 202 | 10/20 | 4.55 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.170
[2024-12-12 14:28:53,281][demucs.solver][INFO] - Valid | Epoch 202 | 11/20 | 4.59 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.162
[2024-12-12 14:28:53,477][demucs.solver][INFO] - Valid | Epoch 202 | 12/20 | 4.62 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.141
[2024-12-12 14:28:53,651][demucs.solver][INFO] - Valid | Epoch 202 | 13/20 | 4.69 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.139
[2024-12-12 14:28:53,847][demucs.solver][INFO] - Valid | Epoch 202 | 14/20 | 4.71 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.140
[2024-12-12 14:28:54,063][demucs.solver][INFO] - Valid | Epoch 202 | 15/20 | 4.71 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.143
[2024-12-12 14:28:54,256][demucs.solver][INFO] - Valid | Epoch 202 | 16/20 | 4.73 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.145
[2024-12-12 14:28:54,451][demucs.solver][INFO] - Valid | Epoch 202 | 17/20 | 4.75 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.153
[2024-12-12 14:28:54,648][demucs.solver][INFO] - Valid | Epoch 202 | 18/20 | 4.77 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.146
[2024-12-12 14:28:54,861][demucs.solver][INFO] - Valid | Epoch 202 | 19/20 | 4.77 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.152
[2024-12-12 14:28:55,241][demucs.solver][INFO] - Valid Summary | Epoch 202 | Loss=0.5460 | Reco=0.5460 | Nsdr=1.152 | Best=0.5446 | Bname=main
[2024-12-12 14:28:56,606][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:28:56,607][demucs.solver][INFO] - Training...
[2024-12-12 14:29:06,367][demucs.solver][INFO] - Train | Epoch 203 | 1/14 | 0.24 it/sec | Loss 0.2724 | Reco 0.2724 | Grad 0.0238
[2024-12-12 14:29:07,009][demucs.solver][INFO] - Train | Epoch 203 | 2/14 | 0.34 it/sec | Loss 0.2651 | Reco 0.2651 | Grad 0.0612
[2024-12-12 14:29:07,652][demucs.solver][INFO] - Train | Epoch 203 | 3/14 | 0.42 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0560
[2024-12-12 14:29:08,292][demucs.solver][INFO] - Train | Epoch 203 | 4/14 | 0.49 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0736
[2024-12-12 14:29:08,923][demucs.solver][INFO] - Train | Epoch 203 | 5/14 | 0.55 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0689
[2024-12-12 14:29:09,555][demucs.solver][INFO] - Train | Epoch 203 | 6/14 | 0.61 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0793
[2024-12-12 14:29:10,184][demucs.solver][INFO] - Train | Epoch 203 | 7/14 | 0.66 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0728
[2024-12-12 14:29:10,817][demucs.solver][INFO] - Train | Epoch 203 | 8/14 | 0.71 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.0740
[2024-12-12 14:29:11,447][demucs.solver][INFO] - Train | Epoch 203 | 9/14 | 0.75 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0722
[2024-12-12 14:29:12,073][demucs.solver][INFO] - Train | Epoch 203 | 10/14 | 0.79 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0827
[2024-12-12 14:29:12,701][demucs.solver][INFO] - Train | Epoch 203 | 11/14 | 0.82 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0863
[2024-12-12 14:29:13,329][demucs.solver][INFO] - Train | Epoch 203 | 12/14 | 0.85 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0826
[2024-12-12 14:29:13,958][demucs.solver][INFO] - Train | Epoch 203 | 13/14 | 0.88 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0838
[2024-12-12 14:29:14,289][demucs.solver][INFO] - Train Summary | Epoch 203 | Loss=0.2503 | Reco=0.2503 | Grad=0.0838
[2024-12-12 14:29:14,289][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:29:14,289][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:29:16,751][demucs.solver][INFO] - Valid | Epoch 203 | 1/20 | 2.64 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.159
[2024-12-12 14:29:16,979][demucs.solver][INFO] - Valid | Epoch 203 | 2/20 | 3.05 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.144
[2024-12-12 14:29:17,245][demucs.solver][INFO] - Valid | Epoch 203 | 3/20 | 3.20 it/sec | Loss 0.4968 | Reco 0.4968 | Nsdr 1.168
[2024-12-12 14:29:17,462][demucs.solver][INFO] - Valid | Epoch 203 | 4/20 | 3.41 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.184
[2024-12-12 14:29:17,740][demucs.solver][INFO] - Valid | Epoch 203 | 5/20 | 3.44 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.176
[2024-12-12 14:29:18,013][demucs.solver][INFO] - Valid | Epoch 203 | 6/20 | 3.47 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.176
[2024-12-12 14:29:18,271][demucs.solver][INFO] - Valid | Epoch 203 | 7/20 | 3.51 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.181
[2024-12-12 14:29:18,545][demucs.solver][INFO] - Valid | Epoch 203 | 8/20 | 3.53 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.178
[2024-12-12 14:29:19,053][demucs.solver][INFO] - Valid | Epoch 203 | 9/20 | 3.27 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.182
[2024-12-12 14:29:19,305][demucs.solver][INFO] - Valid | Epoch 203 | 10/20 | 3.32 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.168
[2024-12-12 14:29:19,612][demucs.solver][INFO] - Valid | Epoch 203 | 11/20 | 3.32 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.160
[2024-12-12 14:29:19,808][demucs.solver][INFO] - Valid | Epoch 203 | 12/20 | 3.41 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.140
[2024-12-12 14:29:20,006][demucs.solver][INFO] - Valid | Epoch 203 | 13/20 | 3.49 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.138
[2024-12-12 14:29:20,200][demucs.solver][INFO] - Valid | Epoch 203 | 14/20 | 3.57 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.140
[2024-12-12 14:29:20,401][demucs.solver][INFO] - Valid | Epoch 203 | 15/20 | 3.63 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.143
[2024-12-12 14:29:20,620][demucs.solver][INFO] - Valid | Epoch 203 | 16/20 | 3.67 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.145
[2024-12-12 14:29:20,813][demucs.solver][INFO] - Valid | Epoch 203 | 17/20 | 3.74 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.149
[2024-12-12 14:29:20,993][demucs.solver][INFO] - Valid | Epoch 203 | 18/20 | 3.80 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.142
[2024-12-12 14:29:21,187][demucs.solver][INFO] - Valid | Epoch 203 | 19/20 | 3.85 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.148
[2024-12-12 14:29:21,691][demucs.solver][INFO] - Valid Summary | Epoch 203 | Loss=0.5463 | Reco=0.5463 | Nsdr=1.148 | Best=0.5446 | Bname=main
[2024-12-12 14:29:23,028][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:29:23,029][demucs.solver][INFO] - Training...
[2024-12-12 14:29:34,228][demucs.solver][INFO] - Train | Epoch 204 | 1/14 | 0.21 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.1043
[2024-12-12 14:29:34,868][demucs.solver][INFO] - Train | Epoch 204 | 2/14 | 0.29 it/sec | Loss 0.2623 | Reco 0.2623 | Grad 0.1231
[2024-12-12 14:29:35,512][demucs.solver][INFO] - Train | Epoch 204 | 3/14 | 0.36 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.1018
[2024-12-12 14:29:36,155][demucs.solver][INFO] - Train | Epoch 204 | 4/14 | 0.43 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.0974
[2024-12-12 14:29:36,794][demucs.solver][INFO] - Train | Epoch 204 | 5/14 | 0.49 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.1021
[2024-12-12 14:29:37,433][demucs.solver][INFO] - Train | Epoch 204 | 6/14 | 0.54 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.1026
[2024-12-12 14:29:38,073][demucs.solver][INFO] - Train | Epoch 204 | 7/14 | 0.59 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.0969
[2024-12-12 14:29:38,707][demucs.solver][INFO] - Train | Epoch 204 | 8/14 | 0.63 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.0904
[2024-12-12 14:29:39,339][demucs.solver][INFO] - Train | Epoch 204 | 9/14 | 0.67 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0850
[2024-12-12 14:29:39,969][demucs.solver][INFO] - Train | Epoch 204 | 10/14 | 0.71 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.0944
[2024-12-12 14:29:40,596][demucs.solver][INFO] - Train | Epoch 204 | 11/14 | 0.74 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.1005
[2024-12-12 14:29:41,223][demucs.solver][INFO] - Train | Epoch 204 | 12/14 | 0.78 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0944
[2024-12-12 14:29:41,858][demucs.solver][INFO] - Train | Epoch 204 | 13/14 | 0.81 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0916
[2024-12-12 14:29:42,197][demucs.solver][INFO] - Train Summary | Epoch 204 | Loss=0.2478 | Reco=0.2478 | Grad=0.0916
[2024-12-12 14:29:42,198][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:29:42,198][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:29:44,594][demucs.solver][INFO] - Valid | Epoch 204 | 1/20 | 2.32 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.159
[2024-12-12 14:29:44,856][demucs.solver][INFO] - Valid | Epoch 204 | 2/20 | 2.67 it/sec | Loss 0.4509 | Reco 0.4509 | Nsdr 1.144
[2024-12-12 14:29:45,100][demucs.solver][INFO] - Valid | Epoch 204 | 3/20 | 2.92 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.168
[2024-12-12 14:29:45,330][demucs.solver][INFO] - Valid | Epoch 204 | 4/20 | 3.13 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.179
[2024-12-12 14:29:45,507][demucs.solver][INFO] - Valid | Epoch 204 | 5/20 | 3.38 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.165
[2024-12-12 14:29:45,724][demucs.solver][INFO] - Valid | Epoch 204 | 6/20 | 3.51 it/sec | Loss 0.5213 | Reco 0.5213 | Nsdr 1.165
[2024-12-12 14:29:45,940][demucs.solver][INFO] - Valid | Epoch 204 | 7/20 | 3.62 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.169
[2024-12-12 14:29:46,117][demucs.solver][INFO] - Valid | Epoch 204 | 8/20 | 3.77 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.164
[2024-12-12 14:29:46,295][demucs.solver][INFO] - Valid | Epoch 204 | 9/20 | 3.90 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.166
[2024-12-12 14:29:46,454][demucs.solver][INFO] - Valid | Epoch 204 | 10/20 | 4.04 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.154
[2024-12-12 14:29:46,628][demucs.solver][INFO] - Valid | Epoch 204 | 11/20 | 4.14 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.146
[2024-12-12 14:29:46,803][demucs.solver][INFO] - Valid | Epoch 204 | 12/20 | 4.23 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.127
[2024-12-12 14:29:47,000][demucs.solver][INFO] - Valid | Epoch 204 | 13/20 | 4.28 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.126
[2024-12-12 14:29:47,176][demucs.solver][INFO] - Valid | Epoch 204 | 14/20 | 4.36 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.127
[2024-12-12 14:29:47,368][demucs.solver][INFO] - Valid | Epoch 204 | 15/20 | 4.40 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.130
[2024-12-12 14:29:47,600][demucs.solver][INFO] - Valid | Epoch 204 | 16/20 | 4.39 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.132
[2024-12-12 14:29:47,753][demucs.solver][INFO] - Valid | Epoch 204 | 17/20 | 4.48 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.140
[2024-12-12 14:29:47,964][demucs.solver][INFO] - Valid | Epoch 204 | 18/20 | 4.49 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.133
[2024-12-12 14:29:48,179][demucs.solver][INFO] - Valid | Epoch 204 | 19/20 | 4.50 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.139
[2024-12-12 14:29:48,570][demucs.solver][INFO] - Valid Summary | Epoch 204 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.139 | Best=0.5446 | Bname=main
[2024-12-12 14:29:49,951][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:29:49,951][demucs.solver][INFO] - Training...
[2024-12-12 14:29:59,915][demucs.solver][INFO] - Train | Epoch 205 | 1/14 | 0.24 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.1258
[2024-12-12 14:30:00,558][demucs.solver][INFO] - Train | Epoch 205 | 2/14 | 0.33 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0945
[2024-12-12 14:30:01,202][demucs.solver][INFO] - Train | Epoch 205 | 3/14 | 0.41 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.1091
[2024-12-12 14:30:01,842][demucs.solver][INFO] - Train | Epoch 205 | 4/14 | 0.49 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.1275
[2024-12-12 14:30:02,482][demucs.solver][INFO] - Train | Epoch 205 | 5/14 | 0.55 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.1160
[2024-12-12 14:30:03,119][demucs.solver][INFO] - Train | Epoch 205 | 6/14 | 0.61 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.1189
[2024-12-12 14:30:03,755][demucs.solver][INFO] - Train | Epoch 205 | 7/14 | 0.66 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.1246
[2024-12-12 14:30:04,390][demucs.solver][INFO] - Train | Epoch 205 | 8/14 | 0.70 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.1354
[2024-12-12 14:30:05,026][demucs.solver][INFO] - Train | Epoch 205 | 9/14 | 0.74 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.1298
[2024-12-12 14:30:05,657][demucs.solver][INFO] - Train | Epoch 205 | 10/14 | 0.78 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.1319
[2024-12-12 14:30:06,286][demucs.solver][INFO] - Train | Epoch 205 | 11/14 | 0.81 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.1295
[2024-12-12 14:30:06,916][demucs.solver][INFO] - Train | Epoch 205 | 12/14 | 0.85 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.1234
[2024-12-12 14:30:07,551][demucs.solver][INFO] - Train | Epoch 205 | 13/14 | 0.88 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.1225
[2024-12-12 14:30:07,913][demucs.solver][INFO] - Train Summary | Epoch 205 | Loss=0.2540 | Reco=0.2540 | Grad=0.1225
[2024-12-12 14:30:07,913][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:30:07,913][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:30:10,167][demucs.solver][INFO] - Valid | Epoch 205 | 1/20 | 2.79 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.124
[2024-12-12 14:30:10,368][demucs.solver][INFO] - Valid | Epoch 205 | 2/20 | 3.27 it/sec | Loss 0.4530 | Reco 0.4530 | Nsdr 1.112
[2024-12-12 14:30:10,585][demucs.solver][INFO] - Valid | Epoch 205 | 3/20 | 3.53 it/sec | Loss 0.4997 | Reco 0.4997 | Nsdr 1.132
[2024-12-12 14:30:10,799][demucs.solver][INFO] - Valid | Epoch 205 | 4/20 | 3.71 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.140
[2024-12-12 14:30:11,012][demucs.solver][INFO] - Valid | Epoch 205 | 5/20 | 3.84 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.122
[2024-12-12 14:30:11,208][demucs.solver][INFO] - Valid | Epoch 205 | 6/20 | 3.98 it/sec | Loss 0.5244 | Reco 0.5244 | Nsdr 1.122
[2024-12-12 14:30:11,428][demucs.solver][INFO] - Valid | Epoch 205 | 7/20 | 4.04 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.126
[2024-12-12 14:30:11,654][demucs.solver][INFO] - Valid | Epoch 205 | 8/20 | 4.08 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.118
[2024-12-12 14:30:11,852][demucs.solver][INFO] - Valid | Epoch 205 | 9/20 | 4.16 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.119
[2024-12-12 14:30:12,064][demucs.solver][INFO] - Valid | Epoch 205 | 10/20 | 4.21 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.108
[2024-12-12 14:30:12,238][demucs.solver][INFO] - Valid | Epoch 205 | 11/20 | 4.30 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.102
[2024-12-12 14:30:12,452][demucs.solver][INFO] - Valid | Epoch 205 | 12/20 | 4.33 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.083
[2024-12-12 14:30:12,629][demucs.solver][INFO] - Valid | Epoch 205 | 13/20 | 4.40 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.083
[2024-12-12 14:30:12,804][demucs.solver][INFO] - Valid | Epoch 205 | 14/20 | 4.47 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.084
[2024-12-12 14:30:13,001][demucs.solver][INFO] - Valid | Epoch 205 | 15/20 | 4.51 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.087
[2024-12-12 14:30:13,195][demucs.solver][INFO] - Valid | Epoch 205 | 16/20 | 4.54 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.089
[2024-12-12 14:30:13,370][demucs.solver][INFO] - Valid | Epoch 205 | 17/20 | 4.59 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.098
[2024-12-12 14:30:13,581][demucs.solver][INFO] - Valid | Epoch 205 | 18/20 | 4.60 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.092
[2024-12-12 14:30:13,791][demucs.solver][INFO] - Valid | Epoch 205 | 19/20 | 4.61 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.097
[2024-12-12 14:30:14,181][demucs.solver][INFO] - Valid Summary | Epoch 205 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.097 | Best=0.5446 | Bname=main
[2024-12-12 14:30:15,489][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:30:15,489][demucs.solver][INFO] - Training...
[2024-12-12 14:30:24,731][demucs.solver][INFO] - Train | Epoch 206 | 1/14 | 0.26 it/sec | Loss 0.2259 | Reco 0.2259 | Grad 0.0960
[2024-12-12 14:30:25,377][demucs.solver][INFO] - Train | Epoch 206 | 2/14 | 0.36 it/sec | Loss 0.2260 | Reco 0.2260 | Grad 0.0959
[2024-12-12 14:30:26,073][demucs.solver][INFO] - Train | Epoch 206 | 3/14 | 0.44 it/sec | Loss 0.2257 | Reco 0.2257 | Grad 0.0837
[2024-12-12 14:30:26,742][demucs.solver][INFO] - Train | Epoch 206 | 4/14 | 0.52 it/sec | Loss 0.2332 | Reco 0.2332 | Grad 0.0811
[2024-12-12 14:30:27,378][demucs.solver][INFO] - Train | Epoch 206 | 5/14 | 0.58 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.0827
[2024-12-12 14:30:28,012][demucs.solver][INFO] - Train | Epoch 206 | 6/14 | 0.64 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.0747
[2024-12-12 14:30:28,648][demucs.solver][INFO] - Train | Epoch 206 | 7/14 | 0.69 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.0737
[2024-12-12 14:30:29,281][demucs.solver][INFO] - Train | Epoch 206 | 8/14 | 0.74 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.0726
[2024-12-12 14:30:29,922][demucs.solver][INFO] - Train | Epoch 206 | 9/14 | 0.78 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.0676
[2024-12-12 14:30:30,557][demucs.solver][INFO] - Train | Epoch 206 | 10/14 | 0.81 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0713
[2024-12-12 14:30:31,189][demucs.solver][INFO] - Train | Epoch 206 | 11/14 | 0.85 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.0732
[2024-12-12 14:30:31,821][demucs.solver][INFO] - Train | Epoch 206 | 12/14 | 0.88 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0863
[2024-12-12 14:30:32,456][demucs.solver][INFO] - Train | Epoch 206 | 13/14 | 0.91 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0841
[2024-12-12 14:30:32,812][demucs.solver][INFO] - Train Summary | Epoch 206 | Loss=0.2464 | Reco=0.2464 | Grad=0.0841
[2024-12-12 14:30:32,813][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:30:32,813][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:30:36,311][demucs.solver][INFO] - Valid | Epoch 206 | 1/20 | 1.05 it/sec | Loss 0.5845 | Reco 0.5845 | Nsdr 1.109
[2024-12-12 14:30:36,929][demucs.solver][INFO] - Valid | Epoch 206 | 2/20 | 1.19 it/sec | Loss 0.4537 | Reco 0.4537 | Nsdr 1.094
[2024-12-12 14:30:37,326][demucs.solver][INFO] - Valid | Epoch 206 | 3/20 | 1.37 it/sec | Loss 0.5003 | Reco 0.5003 | Nsdr 1.118
[2024-12-12 14:30:37,662][demucs.solver][INFO] - Valid | Epoch 206 | 4/20 | 1.54 it/sec | Loss 0.5190 | Reco 0.5190 | Nsdr 1.130
[2024-12-12 14:30:38,099][demucs.solver][INFO] - Valid | Epoch 206 | 5/20 | 1.63 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.118
[2024-12-12 14:30:38,349][demucs.solver][INFO] - Valid | Epoch 206 | 6/20 | 1.78 it/sec | Loss 0.5244 | Reco 0.5244 | Nsdr 1.118
[2024-12-12 14:30:38,773][demucs.solver][INFO] - Valid | Epoch 206 | 7/20 | 1.83 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.123
[2024-12-12 14:30:39,055][demucs.solver][INFO] - Valid | Epoch 206 | 8/20 | 1.94 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.119
[2024-12-12 14:30:39,357][demucs.solver][INFO] - Valid | Epoch 206 | 9/20 | 2.02 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.120
[2024-12-12 14:30:39,584][demucs.solver][INFO] - Valid | Epoch 206 | 10/20 | 2.13 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.109
[2024-12-12 14:30:39,804][demucs.solver][INFO] - Valid | Epoch 206 | 11/20 | 2.22 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.101
[2024-12-12 14:30:40,122][demucs.solver][INFO] - Valid | Epoch 206 | 12/20 | 2.28 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.082
[2024-12-12 14:30:40,386][demucs.solver][INFO] - Valid | Epoch 206 | 13/20 | 2.34 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.081
[2024-12-12 14:30:40,664][demucs.solver][INFO] - Valid | Epoch 206 | 14/20 | 2.40 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.083
[2024-12-12 14:30:40,825][demucs.solver][INFO] - Valid | Epoch 206 | 15/20 | 2.49 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.086
[2024-12-12 14:30:41,045][demucs.solver][INFO] - Valid | Epoch 206 | 16/20 | 2.56 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.088
[2024-12-12 14:30:41,281][demucs.solver][INFO] - Valid | Epoch 206 | 17/20 | 2.62 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.094
[2024-12-12 14:30:41,542][demucs.solver][INFO] - Valid | Epoch 206 | 18/20 | 2.66 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.087
[2024-12-12 14:30:41,761][demucs.solver][INFO] - Valid | Epoch 206 | 19/20 | 2.72 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.093
[2024-12-12 14:30:42,649][demucs.solver][INFO] - Valid Summary | Epoch 206 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.093 | Best=0.5446 | Bname=main
[2024-12-12 14:30:43,973][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:30:43,973][demucs.solver][INFO] - Training...
[2024-12-12 14:30:50,567][demucs.solver][INFO] - Train | Epoch 207 | 1/14 | 0.40 it/sec | Loss 0.2300 | Reco 0.2300 | Grad 0.0583
[2024-12-12 14:30:51,213][demucs.solver][INFO] - Train | Epoch 207 | 2/14 | 0.53 it/sec | Loss 0.2298 | Reco 0.2298 | Grad 0.0696
[2024-12-12 14:30:51,871][demucs.solver][INFO] - Train | Epoch 207 | 3/14 | 0.63 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 0.0723
[2024-12-12 14:30:54,868][demucs.solver][INFO] - Train | Epoch 207 | 4/14 | 0.54 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 0.0686
[2024-12-12 14:30:55,501][demucs.solver][INFO] - Train | Epoch 207 | 5/14 | 0.60 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.0791
[2024-12-12 14:30:56,140][demucs.solver][INFO] - Train | Epoch 207 | 6/14 | 0.66 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.0871
[2024-12-12 14:30:56,785][demucs.solver][INFO] - Train | Epoch 207 | 7/14 | 0.71 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0925
[2024-12-12 14:30:57,438][demucs.solver][INFO] - Train | Epoch 207 | 8/14 | 0.76 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0871
[2024-12-12 14:30:58,128][demucs.solver][INFO] - Train | Epoch 207 | 9/14 | 0.80 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.0886
[2024-12-12 14:30:58,859][demucs.solver][INFO] - Train | Epoch 207 | 10/14 | 0.83 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0922
[2024-12-12 14:30:59,577][demucs.solver][INFO] - Train | Epoch 207 | 11/14 | 0.86 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0893
[2024-12-12 14:31:00,225][demucs.solver][INFO] - Train | Epoch 207 | 12/14 | 0.89 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0891
[2024-12-12 14:31:00,963][demucs.solver][INFO] - Train | Epoch 207 | 13/14 | 0.91 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0878
[2024-12-12 14:31:01,292][demucs.solver][INFO] - Train Summary | Epoch 207 | Loss=0.2493 | Reco=0.2493 | Grad=0.0878
[2024-12-12 14:31:01,292][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:31:01,292][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:31:03,657][demucs.solver][INFO] - Valid | Epoch 207 | 1/20 | 3.34 it/sec | Loss 0.5828 | Reco 0.5828 | Nsdr 1.129
[2024-12-12 14:31:03,873][demucs.solver][INFO] - Valid | Epoch 207 | 2/20 | 3.67 it/sec | Loss 0.4526 | Reco 0.4526 | Nsdr 1.106
[2024-12-12 14:31:04,076][demucs.solver][INFO] - Valid | Epoch 207 | 3/20 | 3.92 it/sec | Loss 0.4989 | Reco 0.4989 | Nsdr 1.132
[2024-12-12 14:31:04,297][demucs.solver][INFO] - Valid | Epoch 207 | 4/20 | 4.03 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.145
[2024-12-12 14:31:04,520][demucs.solver][INFO] - Valid | Epoch 207 | 5/20 | 4.10 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.137
[2024-12-12 14:31:04,756][demucs.solver][INFO] - Valid | Epoch 207 | 6/20 | 4.12 it/sec | Loss 0.5226 | Reco 0.5226 | Nsdr 1.136
[2024-12-12 14:31:04,953][demucs.solver][INFO] - Valid | Epoch 207 | 7/20 | 4.22 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.141
[2024-12-12 14:31:05,150][demucs.solver][INFO] - Valid | Epoch 207 | 8/20 | 4.30 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.138
[2024-12-12 14:31:05,352][demucs.solver][INFO] - Valid | Epoch 207 | 9/20 | 4.36 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.141
[2024-12-12 14:31:05,545][demucs.solver][INFO] - Valid | Epoch 207 | 10/20 | 4.42 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.128
[2024-12-12 14:31:05,727][demucs.solver][INFO] - Valid | Epoch 207 | 11/20 | 4.49 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.120
[2024-12-12 14:31:05,910][demucs.solver][INFO] - Valid | Epoch 207 | 12/20 | 4.56 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.101
[2024-12-12 14:31:06,067][demucs.solver][INFO] - Valid | Epoch 207 | 13/20 | 4.65 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.099
[2024-12-12 14:31:06,244][demucs.solver][INFO] - Valid | Epoch 207 | 14/20 | 4.71 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.101
[2024-12-12 14:31:06,401][demucs.solver][INFO] - Valid | Epoch 207 | 15/20 | 4.78 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.104
[2024-12-12 14:31:06,595][demucs.solver][INFO] - Valid | Epoch 207 | 16/20 | 4.80 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.106
[2024-12-12 14:31:06,810][demucs.solver][INFO] - Valid | Epoch 207 | 17/20 | 4.80 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.113
[2024-12-12 14:31:07,003][demucs.solver][INFO] - Valid | Epoch 207 | 18/20 | 4.81 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.105
[2024-12-12 14:31:07,197][demucs.solver][INFO] - Valid | Epoch 207 | 19/20 | 4.83 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.111
[2024-12-12 14:31:07,595][demucs.solver][INFO] - Valid Summary | Epoch 207 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.111 | Best=0.5446 | Bname=main
[2024-12-12 14:31:09,058][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:31:09,058][demucs.solver][INFO] - Training...
[2024-12-12 14:31:18,737][demucs.solver][INFO] - Train | Epoch 208 | 1/14 | 0.25 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.1282
[2024-12-12 14:31:19,433][demucs.solver][INFO] - Train | Epoch 208 | 2/14 | 0.34 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.1081
[2024-12-12 14:31:20,367][demucs.solver][INFO] - Train | Epoch 208 | 3/14 | 0.41 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0962
[2024-12-12 14:31:21,030][demucs.solver][INFO] - Train | Epoch 208 | 4/14 | 0.48 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 0.0858
[2024-12-12 14:31:21,674][demucs.solver][INFO] - Train | Epoch 208 | 5/14 | 0.54 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.0918
[2024-12-12 14:31:22,331][demucs.solver][INFO] - Train | Epoch 208 | 6/14 | 0.60 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.1017
[2024-12-12 14:31:22,985][demucs.solver][INFO] - Train | Epoch 208 | 7/14 | 0.65 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0968
[2024-12-12 14:31:23,646][demucs.solver][INFO] - Train | Epoch 208 | 8/14 | 0.69 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 0.0895
[2024-12-12 14:31:24,280][demucs.solver][INFO] - Train | Epoch 208 | 9/14 | 0.73 it/sec | Loss 0.2648 | Reco 0.2648 | Grad 0.0838
[2024-12-12 14:31:24,943][demucs.solver][INFO] - Train | Epoch 208 | 10/14 | 0.77 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0896
[2024-12-12 14:31:25,585][demucs.solver][INFO] - Train | Epoch 208 | 11/14 | 0.80 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.0853
[2024-12-12 14:31:26,218][demucs.solver][INFO] - Train | Epoch 208 | 12/14 | 0.83 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0908
[2024-12-12 14:31:26,846][demucs.solver][INFO] - Train | Epoch 208 | 13/14 | 0.86 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0942
[2024-12-12 14:31:27,186][demucs.solver][INFO] - Train Summary | Epoch 208 | Loss=0.2515 | Reco=0.2515 | Grad=0.0942
[2024-12-12 14:31:27,186][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:31:27,186][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:31:29,938][demucs.solver][INFO] - Valid | Epoch 208 | 1/20 | 1.83 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.142
[2024-12-12 14:31:30,315][demucs.solver][INFO] - Valid | Epoch 208 | 2/20 | 2.04 it/sec | Loss 0.4515 | Reco 0.4515 | Nsdr 1.123
[2024-12-12 14:31:30,785][demucs.solver][INFO] - Valid | Epoch 208 | 3/20 | 2.06 it/sec | Loss 0.4977 | Reco 0.4977 | Nsdr 1.150
[2024-12-12 14:31:31,249][demucs.solver][INFO] - Valid | Epoch 208 | 4/20 | 2.08 it/sec | Loss 0.5160 | Reco 0.5160 | Nsdr 1.165
[2024-12-12 14:31:31,521][demucs.solver][INFO] - Valid | Epoch 208 | 5/20 | 2.24 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.156
[2024-12-12 14:31:31,753][demucs.solver][INFO] - Valid | Epoch 208 | 6/20 | 2.41 it/sec | Loss 0.5212 | Reco 0.5212 | Nsdr 1.155
[2024-12-12 14:31:32,095][demucs.solver][INFO] - Valid | Epoch 208 | 7/20 | 2.46 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.162
[2024-12-12 14:31:32,394][demucs.solver][INFO] - Valid | Epoch 208 | 8/20 | 2.54 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.159
[2024-12-12 14:31:32,695][demucs.solver][INFO] - Valid | Epoch 208 | 9/20 | 2.60 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.162
[2024-12-12 14:31:33,071][demucs.solver][INFO] - Valid | Epoch 208 | 10/20 | 2.60 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.149
[2024-12-12 14:31:33,970][demucs.solver][INFO] - Valid | Epoch 208 | 11/20 | 2.34 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.141
[2024-12-12 14:31:34,640][demucs.solver][INFO] - Valid | Epoch 208 | 12/20 | 2.24 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.122
[2024-12-12 14:31:34,832][demucs.solver][INFO] - Valid | Epoch 208 | 13/20 | 2.34 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.120
[2024-12-12 14:31:35,030][demucs.solver][INFO] - Valid | Epoch 208 | 14/20 | 2.43 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.121
[2024-12-12 14:31:35,222][demucs.solver][INFO] - Valid | Epoch 208 | 15/20 | 2.51 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.125
[2024-12-12 14:31:35,417][demucs.solver][INFO] - Valid | Epoch 208 | 16/20 | 2.59 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.127
[2024-12-12 14:31:35,608][demucs.solver][INFO] - Valid | Epoch 208 | 17/20 | 2.66 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.132
[2024-12-12 14:31:35,798][demucs.solver][INFO] - Valid | Epoch 208 | 18/20 | 2.73 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.124
[2024-12-12 14:31:35,970][demucs.solver][INFO] - Valid | Epoch 208 | 19/20 | 2.81 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.131
[2024-12-12 14:31:36,473][demucs.solver][INFO] - Valid Summary | Epoch 208 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.131 | Best=0.5446 | Bname=main
[2024-12-12 14:31:37,867][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:31:37,868][demucs.solver][INFO] - Training...
[2024-12-12 14:31:46,023][demucs.solver][INFO] - Train | Epoch 209 | 1/14 | 0.31 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.0436
[2024-12-12 14:31:47,418][demucs.solver][INFO] - Train | Epoch 209 | 2/14 | 0.38 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.0477
[2024-12-12 14:31:48,057][demucs.solver][INFO] - Train | Epoch 209 | 3/14 | 0.47 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.0505
[2024-12-12 14:31:48,697][demucs.solver][INFO] - Train | Epoch 209 | 4/14 | 0.55 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 0.0494
[2024-12-12 14:31:49,336][demucs.solver][INFO] - Train | Epoch 209 | 5/14 | 0.62 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0523
[2024-12-12 14:31:49,974][demucs.solver][INFO] - Train | Epoch 209 | 6/14 | 0.67 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0607
[2024-12-12 14:31:50,615][demucs.solver][INFO] - Train | Epoch 209 | 7/14 | 0.73 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0698
[2024-12-12 14:31:51,258][demucs.solver][INFO] - Train | Epoch 209 | 8/14 | 0.77 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0658
[2024-12-12 14:31:51,898][demucs.solver][INFO] - Train | Epoch 209 | 9/14 | 0.81 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0700
[2024-12-12 14:31:52,531][demucs.solver][INFO] - Train | Epoch 209 | 10/14 | 0.85 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.0678
[2024-12-12 14:31:53,167][demucs.solver][INFO] - Train | Epoch 209 | 11/14 | 0.88 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0680
[2024-12-12 14:31:53,801][demucs.solver][INFO] - Train | Epoch 209 | 12/14 | 0.91 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0796
[2024-12-12 14:31:54,427][demucs.solver][INFO] - Train | Epoch 209 | 13/14 | 0.94 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0801
[2024-12-12 14:31:54,752][demucs.solver][INFO] - Train Summary | Epoch 209 | Loss=0.2498 | Reco=0.2498 | Grad=0.0801
[2024-12-12 14:31:54,753][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:31:54,753][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:31:56,885][demucs.solver][INFO] - Valid | Epoch 209 | 1/20 | 3.11 it/sec | Loss 0.5823 | Reco 0.5823 | Nsdr 1.137
[2024-12-12 14:31:57,113][demucs.solver][INFO] - Valid | Epoch 209 | 2/20 | 3.45 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.117
[2024-12-12 14:31:57,347][demucs.solver][INFO] - Valid | Epoch 209 | 3/20 | 3.62 it/sec | Loss 0.4984 | Reco 0.4984 | Nsdr 1.144
[2024-12-12 14:31:57,556][demucs.solver][INFO] - Valid | Epoch 209 | 4/20 | 3.81 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.160
[2024-12-12 14:31:57,754][demucs.solver][INFO] - Valid | Epoch 209 | 5/20 | 3.97 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.151
[2024-12-12 14:31:57,979][demucs.solver][INFO] - Valid | Epoch 209 | 6/20 | 4.03 it/sec | Loss 0.5219 | Reco 0.5219 | Nsdr 1.151
[2024-12-12 14:31:58,175][demucs.solver][INFO] - Valid | Epoch 209 | 7/20 | 4.14 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.158
[2024-12-12 14:31:58,332][demucs.solver][INFO] - Valid | Epoch 209 | 8/20 | 4.31 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.155
[2024-12-12 14:31:58,523][demucs.solver][INFO] - Valid | Epoch 209 | 9/20 | 4.39 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.159
[2024-12-12 14:31:58,719][demucs.solver][INFO] - Valid | Epoch 209 | 10/20 | 4.44 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.145
[2024-12-12 14:31:58,914][demucs.solver][INFO] - Valid | Epoch 209 | 11/20 | 4.49 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.137
[2024-12-12 14:31:59,126][demucs.solver][INFO] - Valid | Epoch 209 | 12/20 | 4.51 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.118
[2024-12-12 14:31:59,327][demucs.solver][INFO] - Valid | Epoch 209 | 13/20 | 4.54 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.117
[2024-12-12 14:31:59,543][demucs.solver][INFO] - Valid | Epoch 209 | 14/20 | 4.55 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.118
[2024-12-12 14:31:59,757][demucs.solver][INFO] - Valid | Epoch 209 | 15/20 | 4.55 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.122
[2024-12-12 14:31:59,971][demucs.solver][INFO] - Valid | Epoch 209 | 16/20 | 4.56 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.124
[2024-12-12 14:32:00,161][demucs.solver][INFO] - Valid | Epoch 209 | 17/20 | 4.59 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.129
[2024-12-12 14:32:00,373][demucs.solver][INFO] - Valid | Epoch 209 | 18/20 | 4.60 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.121
[2024-12-12 14:32:00,564][demucs.solver][INFO] - Valid | Epoch 209 | 19/20 | 4.63 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.127
[2024-12-12 14:32:00,920][demucs.solver][INFO] - Valid Summary | Epoch 209 | Loss=0.5479 | Reco=0.5479 | Nsdr=1.127 | Best=0.5446 | Bname=main
[2024-12-12 14:32:02,224][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:32:02,225][demucs.solver][INFO] - Training...
[2024-12-12 14:32:12,641][demucs.solver][INFO] - Train | Epoch 210 | 1/14 | 0.23 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 0.0864
[2024-12-12 14:32:13,288][demucs.solver][INFO] - Train | Epoch 210 | 2/14 | 0.32 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.0834
[2024-12-12 14:32:13,934][demucs.solver][INFO] - Train | Epoch 210 | 3/14 | 0.40 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.0846
[2024-12-12 14:32:14,574][demucs.solver][INFO] - Train | Epoch 210 | 4/14 | 0.46 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0856
[2024-12-12 14:32:15,222][demucs.solver][INFO] - Train | Epoch 210 | 5/14 | 0.53 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0827
[2024-12-12 14:32:15,864][demucs.solver][INFO] - Train | Epoch 210 | 6/14 | 0.58 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0784
[2024-12-12 14:32:16,507][demucs.solver][INFO] - Train | Epoch 210 | 7/14 | 0.63 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0839
[2024-12-12 14:32:17,148][demucs.solver][INFO] - Train | Epoch 210 | 8/14 | 0.67 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0827
[2024-12-12 14:32:17,794][demucs.solver][INFO] - Train | Epoch 210 | 9/14 | 0.72 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0935
[2024-12-12 14:32:18,427][demucs.solver][INFO] - Train | Epoch 210 | 10/14 | 0.75 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0924
[2024-12-12 14:32:19,063][demucs.solver][INFO] - Train | Epoch 210 | 11/14 | 0.79 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0873
[2024-12-12 14:32:19,694][demucs.solver][INFO] - Train | Epoch 210 | 12/14 | 0.82 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0836
[2024-12-12 14:32:20,329][demucs.solver][INFO] - Train | Epoch 210 | 13/14 | 0.85 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.0812
[2024-12-12 14:32:20,661][demucs.solver][INFO] - Train Summary | Epoch 210 | Loss=0.2453 | Reco=0.2453 | Grad=0.0812
[2024-12-12 14:32:20,661][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:32:20,661][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:32:22,822][demucs.solver][INFO] - Valid | Epoch 210 | 1/20 | 2.92 it/sec | Loss 0.5818 | Reco 0.5818 | Nsdr 1.145
[2024-12-12 14:32:23,011][demucs.solver][INFO] - Valid | Epoch 210 | 2/20 | 3.43 it/sec | Loss 0.4518 | Reco 0.4518 | Nsdr 1.123
[2024-12-12 14:32:23,233][demucs.solver][INFO] - Valid | Epoch 210 | 3/20 | 3.65 it/sec | Loss 0.4980 | Reco 0.4980 | Nsdr 1.152
[2024-12-12 14:32:23,438][demucs.solver][INFO] - Valid | Epoch 210 | 4/20 | 3.84 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.166
[2024-12-12 14:32:23,661][demucs.solver][INFO] - Valid | Epoch 210 | 5/20 | 3.94 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.154
[2024-12-12 14:32:23,816][demucs.solver][INFO] - Valid | Epoch 210 | 6/20 | 4.17 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.154
[2024-12-12 14:32:24,010][demucs.solver][INFO] - Valid | Epoch 210 | 7/20 | 4.27 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.160
[2024-12-12 14:32:24,207][demucs.solver][INFO] - Valid | Epoch 210 | 8/20 | 4.35 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.156
[2024-12-12 14:32:24,404][demucs.solver][INFO] - Valid | Epoch 210 | 9/20 | 4.41 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.160
[2024-12-12 14:32:24,623][demucs.solver][INFO] - Valid | Epoch 210 | 10/20 | 4.42 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.147
[2024-12-12 14:32:24,785][demucs.solver][INFO] - Valid | Epoch 210 | 11/20 | 4.53 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.139
[2024-12-12 14:32:24,983][demucs.solver][INFO] - Valid | Epoch 210 | 12/20 | 4.57 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.120
[2024-12-12 14:32:25,177][demucs.solver][INFO] - Valid | Epoch 210 | 13/20 | 4.61 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.119
[2024-12-12 14:32:25,373][demucs.solver][INFO] - Valid | Epoch 210 | 14/20 | 4.64 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.120
[2024-12-12 14:32:25,569][demucs.solver][INFO] - Valid | Epoch 210 | 15/20 | 4.66 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.124
[2024-12-12 14:32:25,784][demucs.solver][INFO] - Valid | Epoch 210 | 16/20 | 4.66 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.126
[2024-12-12 14:32:25,982][demucs.solver][INFO] - Valid | Epoch 210 | 17/20 | 4.68 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.132
[2024-12-12 14:32:26,177][demucs.solver][INFO] - Valid | Epoch 210 | 18/20 | 4.70 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.124
[2024-12-12 14:32:26,394][demucs.solver][INFO] - Valid | Epoch 210 | 19/20 | 4.70 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.131
[2024-12-12 14:32:26,741][demucs.solver][INFO] - Valid Summary | Epoch 210 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.131 | Best=0.5446 | Bname=main
[2024-12-12 14:32:28,192][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:32:28,192][demucs.solver][INFO] - Training...
[2024-12-12 14:32:37,837][demucs.solver][INFO] - Train | Epoch 211 | 1/14 | 0.25 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0928
[2024-12-12 14:32:38,485][demucs.solver][INFO] - Train | Epoch 211 | 2/14 | 0.34 it/sec | Loss 0.2694 | Reco 0.2694 | Grad 0.0804
[2024-12-12 14:32:39,119][demucs.solver][INFO] - Train | Epoch 211 | 3/14 | 0.42 it/sec | Loss 0.2772 | Reco 0.2772 | Grad 0.0761
[2024-12-12 14:32:39,759][demucs.solver][INFO] - Train | Epoch 211 | 4/14 | 0.50 it/sec | Loss 0.2738 | Reco 0.2738 | Grad 0.0696
[2024-12-12 14:32:40,395][demucs.solver][INFO] - Train | Epoch 211 | 5/14 | 0.56 it/sec | Loss 0.2678 | Reco 0.2678 | Grad 0.0645
[2024-12-12 14:32:41,031][demucs.solver][INFO] - Train | Epoch 211 | 6/14 | 0.62 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 0.0657
[2024-12-12 14:32:41,668][demucs.solver][INFO] - Train | Epoch 211 | 7/14 | 0.67 it/sec | Loss 0.2644 | Reco 0.2644 | Grad 0.0861
[2024-12-12 14:32:42,311][demucs.solver][INFO] - Train | Epoch 211 | 8/14 | 0.71 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 0.0799
[2024-12-12 14:32:42,946][demucs.solver][INFO] - Train | Epoch 211 | 9/14 | 0.75 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0840
[2024-12-12 14:32:43,586][demucs.solver][INFO] - Train | Epoch 211 | 10/14 | 0.79 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.0805
[2024-12-12 14:32:44,216][demucs.solver][INFO] - Train | Epoch 211 | 11/14 | 0.83 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0846
[2024-12-12 14:32:44,847][demucs.solver][INFO] - Train | Epoch 211 | 12/14 | 0.86 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0837
[2024-12-12 14:32:45,479][demucs.solver][INFO] - Train | Epoch 211 | 13/14 | 0.89 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0852
[2024-12-12 14:32:45,829][demucs.solver][INFO] - Train Summary | Epoch 211 | Loss=0.2490 | Reco=0.2490 | Grad=0.0852
[2024-12-12 14:32:45,829][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:32:45,830][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:32:48,919][demucs.solver][INFO] - Valid | Epoch 211 | 1/20 | 1.25 it/sec | Loss 0.5828 | Reco 0.5828 | Nsdr 1.137
[2024-12-12 14:32:49,156][demucs.solver][INFO] - Valid | Epoch 211 | 2/20 | 1.64 it/sec | Loss 0.4525 | Reco 0.4525 | Nsdr 1.118
[2024-12-12 14:32:49,359][demucs.solver][INFO] - Valid | Epoch 211 | 3/20 | 1.96 it/sec | Loss 0.4989 | Reco 0.4989 | Nsdr 1.143
[2024-12-12 14:32:49,537][demucs.solver][INFO] - Valid | Epoch 211 | 4/20 | 2.26 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.153
[2024-12-12 14:32:49,737][demucs.solver][INFO] - Valid | Epoch 211 | 5/20 | 2.48 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.137
[2024-12-12 14:32:49,894][demucs.solver][INFO] - Valid | Epoch 211 | 6/20 | 2.72 it/sec | Loss 0.5232 | Reco 0.5232 | Nsdr 1.137
[2024-12-12 14:32:50,094][demucs.solver][INFO] - Valid | Epoch 211 | 7/20 | 2.89 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.142
[2024-12-12 14:32:50,296][demucs.solver][INFO] - Valid | Epoch 211 | 8/20 | 3.03 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.136
[2024-12-12 14:32:50,491][demucs.solver][INFO] - Valid | Epoch 211 | 9/20 | 3.16 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.138
[2024-12-12 14:32:50,687][demucs.solver][INFO] - Valid | Epoch 211 | 10/20 | 3.27 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.126
[2024-12-12 14:32:50,882][demucs.solver][INFO] - Valid | Epoch 211 | 11/20 | 3.37 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.120
[2024-12-12 14:32:51,056][demucs.solver][INFO] - Valid | Epoch 211 | 12/20 | 3.48 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.101
[2024-12-12 14:32:51,274][demucs.solver][INFO] - Valid | Epoch 211 | 13/20 | 3.54 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.100
[2024-12-12 14:32:51,428][demucs.solver][INFO] - Valid | Epoch 211 | 14/20 | 3.65 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.102
[2024-12-12 14:32:51,623][demucs.solver][INFO] - Valid | Epoch 211 | 15/20 | 3.72 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.105
[2024-12-12 14:32:51,825][demucs.solver][INFO] - Valid | Epoch 211 | 16/20 | 3.78 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.108
[2024-12-12 14:32:52,021][demucs.solver][INFO] - Valid | Epoch 211 | 17/20 | 3.83 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.115
[2024-12-12 14:32:52,216][demucs.solver][INFO] - Valid | Epoch 211 | 18/20 | 3.88 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.107
[2024-12-12 14:32:52,411][demucs.solver][INFO] - Valid | Epoch 211 | 19/20 | 3.93 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.113
[2024-12-12 14:32:52,816][demucs.solver][INFO] - Valid Summary | Epoch 211 | Loss=0.5492 | Reco=0.5492 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 14:32:54,215][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:32:54,215][demucs.solver][INFO] - Training...
[2024-12-12 14:33:01,238][demucs.solver][INFO] - Train | Epoch 212 | 1/14 | 0.37 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0429
[2024-12-12 14:33:01,889][demucs.solver][INFO] - Train | Epoch 212 | 2/14 | 0.50 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.0551
[2024-12-12 14:33:02,538][demucs.solver][INFO] - Train | Epoch 212 | 3/14 | 0.60 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.0501
[2024-12-12 14:33:04,455][demucs.solver][INFO] - Train | Epoch 212 | 4/14 | 0.58 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0583
[2024-12-12 14:33:05,120][demucs.solver][INFO] - Train | Epoch 212 | 5/14 | 0.65 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0711
[2024-12-12 14:33:05,873][demucs.solver][INFO] - Train | Epoch 212 | 6/14 | 0.70 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.0695
[2024-12-12 14:33:06,688][demucs.solver][INFO] - Train | Epoch 212 | 7/14 | 0.74 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.0733
[2024-12-12 14:33:07,411][demucs.solver][INFO] - Train | Epoch 212 | 8/14 | 0.78 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.0719
[2024-12-12 14:33:08,081][demucs.solver][INFO] - Train | Epoch 212 | 9/14 | 0.82 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0828
[2024-12-12 14:33:08,716][demucs.solver][INFO] - Train | Epoch 212 | 10/14 | 0.85 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0864
[2024-12-12 14:33:09,353][demucs.solver][INFO] - Train | Epoch 212 | 11/14 | 0.89 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0935
[2024-12-12 14:33:09,983][demucs.solver][INFO] - Train | Epoch 212 | 12/14 | 0.92 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.0921
[2024-12-12 14:33:10,615][demucs.solver][INFO] - Train | Epoch 212 | 13/14 | 0.95 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.0881
[2024-12-12 14:33:10,944][demucs.solver][INFO] - Train Summary | Epoch 212 | Loss=0.2569 | Reco=0.2569 | Grad=0.0881
[2024-12-12 14:33:10,944][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:33:10,945][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:33:13,154][demucs.solver][INFO] - Valid | Epoch 212 | 1/20 | 2.82 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.146
[2024-12-12 14:33:13,356][demucs.solver][INFO] - Valid | Epoch 212 | 2/20 | 3.29 it/sec | Loss 0.4515 | Reco 0.4515 | Nsdr 1.123
[2024-12-12 14:33:13,577][demucs.solver][INFO] - Valid | Epoch 212 | 3/20 | 3.53 it/sec | Loss 0.4978 | Reco 0.4978 | Nsdr 1.150
[2024-12-12 14:33:13,800][demucs.solver][INFO] - Valid | Epoch 212 | 4/20 | 3.69 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.166
[2024-12-12 14:33:14,027][demucs.solver][INFO] - Valid | Epoch 212 | 5/20 | 3.79 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.155
[2024-12-12 14:33:14,232][demucs.solver][INFO] - Valid | Epoch 212 | 6/20 | 3.92 it/sec | Loss 0.5213 | Reco 0.5213 | Nsdr 1.156
[2024-12-12 14:33:14,425][demucs.solver][INFO] - Valid | Epoch 212 | 7/20 | 4.04 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.162
[2024-12-12 14:33:14,620][demucs.solver][INFO] - Valid | Epoch 212 | 8/20 | 4.14 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.158
[2024-12-12 14:33:14,821][demucs.solver][INFO] - Valid | Epoch 212 | 9/20 | 4.21 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.161
[2024-12-12 14:33:14,996][demucs.solver][INFO] - Valid | Epoch 212 | 10/20 | 4.31 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.148
[2024-12-12 14:33:15,190][demucs.solver][INFO] - Valid | Epoch 212 | 11/20 | 4.37 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.141
[2024-12-12 14:33:15,367][demucs.solver][INFO] - Valid | Epoch 212 | 12/20 | 4.45 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.121
[2024-12-12 14:33:15,583][demucs.solver][INFO] - Valid | Epoch 212 | 13/20 | 4.46 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.121
[2024-12-12 14:33:15,784][demucs.solver][INFO] - Valid | Epoch 212 | 14/20 | 4.49 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.122
[2024-12-12 14:33:15,961][demucs.solver][INFO] - Valid | Epoch 212 | 15/20 | 4.55 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.125
[2024-12-12 14:33:16,155][demucs.solver][INFO] - Valid | Epoch 212 | 16/20 | 4.58 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.127
[2024-12-12 14:33:16,346][demucs.solver][INFO] - Valid | Epoch 212 | 17/20 | 4.61 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.133
[2024-12-12 14:33:16,539][demucs.solver][INFO] - Valid | Epoch 212 | 18/20 | 4.64 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.124
[2024-12-12 14:33:16,757][demucs.solver][INFO] - Valid | Epoch 212 | 19/20 | 4.64 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.131
[2024-12-12 14:33:17,185][demucs.solver][INFO] - Valid Summary | Epoch 212 | Loss=0.5475 | Reco=0.5475 | Nsdr=1.131 | Best=0.5446 | Bname=main
[2024-12-12 14:33:18,542][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:33:18,543][demucs.solver][INFO] - Training...
[2024-12-12 14:33:30,665][demucs.solver][INFO] - Train | Epoch 213 | 1/14 | 0.19 it/sec | Loss 0.2235 | Reco 0.2235 | Grad 0.0567
[2024-12-12 14:33:31,301][demucs.solver][INFO] - Train | Epoch 213 | 2/14 | 0.27 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.0598
[2024-12-12 14:33:31,936][demucs.solver][INFO] - Train | Epoch 213 | 3/14 | 0.34 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0556
[2024-12-12 14:33:32,571][demucs.solver][INFO] - Train | Epoch 213 | 4/14 | 0.40 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.0580
[2024-12-12 14:33:33,211][demucs.solver][INFO] - Train | Epoch 213 | 5/14 | 0.46 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.0540
[2024-12-12 14:33:33,910][demucs.solver][INFO] - Train | Epoch 213 | 6/14 | 0.50 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0625
[2024-12-12 14:33:34,577][demucs.solver][INFO] - Train | Epoch 213 | 7/14 | 0.55 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0671
[2024-12-12 14:33:35,239][demucs.solver][INFO] - Train | Epoch 213 | 8/14 | 0.59 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0801
[2024-12-12 14:33:36,420][demucs.solver][INFO] - Train | Epoch 213 | 9/14 | 0.61 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.0797
[2024-12-12 14:33:37,054][demucs.solver][INFO] - Train | Epoch 213 | 10/14 | 0.65 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.0952
[2024-12-12 14:33:37,685][demucs.solver][INFO] - Train | Epoch 213 | 11/14 | 0.68 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.0925
[2024-12-12 14:33:38,317][demucs.solver][INFO] - Train | Epoch 213 | 12/14 | 0.71 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.1053
[2024-12-12 14:33:38,947][demucs.solver][INFO] - Train | Epoch 213 | 13/14 | 0.74 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.1057
[2024-12-12 14:33:39,278][demucs.solver][INFO] - Train Summary | Epoch 213 | Loss=0.2508 | Reco=0.2508 | Grad=0.1057
[2024-12-12 14:33:39,279][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:33:39,279][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:33:41,438][demucs.solver][INFO] - Valid | Epoch 213 | 1/20 | 3.06 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.154
[2024-12-12 14:33:41,596][demucs.solver][INFO] - Valid | Epoch 213 | 2/20 | 3.69 it/sec | Loss 0.4517 | Reco 0.4517 | Nsdr 1.127
[2024-12-12 14:33:41,800][demucs.solver][INFO] - Valid | Epoch 213 | 3/20 | 3.94 it/sec | Loss 0.4978 | Reco 0.4978 | Nsdr 1.155
[2024-12-12 14:33:42,006][demucs.solver][INFO] - Valid | Epoch 213 | 4/20 | 4.09 it/sec | Loss 0.5163 | Reco 0.5163 | Nsdr 1.169
[2024-12-12 14:33:42,206][demucs.solver][INFO] - Valid | Epoch 213 | 5/20 | 4.22 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.158
[2024-12-12 14:33:42,362][demucs.solver][INFO] - Valid | Epoch 213 | 6/20 | 4.44 it/sec | Loss 0.5214 | Reco 0.5214 | Nsdr 1.159
[2024-12-12 14:33:42,585][demucs.solver][INFO] - Valid | Epoch 213 | 7/20 | 4.44 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.165
[2024-12-12 14:33:42,762][demucs.solver][INFO] - Valid | Epoch 213 | 8/20 | 4.55 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.161
[2024-12-12 14:33:42,959][demucs.solver][INFO] - Valid | Epoch 213 | 9/20 | 4.60 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.164
[2024-12-12 14:33:43,188][demucs.solver][INFO] - Valid | Epoch 213 | 10/20 | 4.57 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.151
[2024-12-12 14:33:43,385][demucs.solver][INFO] - Valid | Epoch 213 | 11/20 | 4.61 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.144
[2024-12-12 14:33:43,580][demucs.solver][INFO] - Valid | Epoch 213 | 12/20 | 4.65 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.124
[2024-12-12 14:33:43,757][demucs.solver][INFO] - Valid | Epoch 213 | 13/20 | 4.71 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.123
[2024-12-12 14:33:43,992][demucs.solver][INFO] - Valid | Epoch 213 | 14/20 | 4.68 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.124
[2024-12-12 14:33:44,212][demucs.solver][INFO] - Valid | Epoch 213 | 15/20 | 4.67 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.128
[2024-12-12 14:33:44,429][demucs.solver][INFO] - Valid | Epoch 213 | 16/20 | 4.66 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.129
[2024-12-12 14:33:44,590][demucs.solver][INFO] - Valid | Epoch 213 | 17/20 | 4.73 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.137
[2024-12-12 14:33:44,795][demucs.solver][INFO] - Valid | Epoch 213 | 18/20 | 4.74 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.128
[2024-12-12 14:33:44,991][demucs.solver][INFO] - Valid | Epoch 213 | 19/20 | 4.75 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.134
[2024-12-12 14:33:45,408][demucs.solver][INFO] - Valid Summary | Epoch 213 | Loss=0.5475 | Reco=0.5475 | Nsdr=1.134 | Best=0.5446 | Bname=main
[2024-12-12 14:33:47,376][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:33:47,377][demucs.solver][INFO] - Training...
[2024-12-12 14:33:55,517][demucs.solver][INFO] - Train | Epoch 214 | 1/14 | 0.30 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 0.1467
[2024-12-12 14:33:56,180][demucs.solver][INFO] - Train | Epoch 214 | 2/14 | 0.41 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1196
[2024-12-12 14:33:56,837][demucs.solver][INFO] - Train | Epoch 214 | 3/14 | 0.50 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.1032
[2024-12-12 14:33:57,488][demucs.solver][INFO] - Train | Epoch 214 | 4/14 | 0.58 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.1341
[2024-12-12 14:33:58,135][demucs.solver][INFO] - Train | Epoch 214 | 5/14 | 0.65 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.1242
[2024-12-12 14:33:58,783][demucs.solver][INFO] - Train | Epoch 214 | 6/14 | 0.71 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.1447
[2024-12-12 14:33:59,425][demucs.solver][INFO] - Train | Epoch 214 | 7/14 | 0.76 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.1478
[2024-12-12 14:34:00,258][demucs.solver][INFO] - Train | Epoch 214 | 8/14 | 0.79 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.1447
[2024-12-12 14:34:00,910][demucs.solver][INFO] - Train | Epoch 214 | 9/14 | 0.83 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.1418
[2024-12-12 14:34:01,546][demucs.solver][INFO] - Train | Epoch 214 | 10/14 | 0.87 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.1377
[2024-12-12 14:34:02,180][demucs.solver][INFO] - Train | Epoch 214 | 11/14 | 0.90 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.1314
[2024-12-12 14:34:02,810][demucs.solver][INFO] - Train | Epoch 214 | 12/14 | 0.93 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.1250
[2024-12-12 14:34:03,444][demucs.solver][INFO] - Train | Epoch 214 | 13/14 | 0.96 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.1228
[2024-12-12 14:34:03,774][demucs.solver][INFO] - Train Summary | Epoch 214 | Loss=0.2426 | Reco=0.2426 | Grad=0.1228
[2024-12-12 14:34:03,775][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:34:03,775][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:34:06,411][demucs.solver][INFO] - Valid | Epoch 214 | 1/20 | 1.81 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.176
[2024-12-12 14:34:06,615][demucs.solver][INFO] - Valid | Epoch 214 | 2/20 | 2.29 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.146
[2024-12-12 14:34:06,773][demucs.solver][INFO] - Valid | Epoch 214 | 3/20 | 2.73 it/sec | Loss 0.4964 | Reco 0.4964 | Nsdr 1.175
[2024-12-12 14:34:06,974][demucs.solver][INFO] - Valid | Epoch 214 | 4/20 | 3.00 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 1.188
[2024-12-12 14:34:07,203][demucs.solver][INFO] - Valid | Epoch 214 | 5/20 | 3.16 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.177
[2024-12-12 14:34:07,383][demucs.solver][INFO] - Valid | Epoch 214 | 6/20 | 3.37 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.176
[2024-12-12 14:34:07,539][demucs.solver][INFO] - Valid | Epoch 214 | 7/20 | 3.58 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.183
[2024-12-12 14:34:07,741][demucs.solver][INFO] - Valid | Epoch 214 | 8/20 | 3.70 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.179
[2024-12-12 14:34:07,963][demucs.solver][INFO] - Valid | Epoch 214 | 9/20 | 3.76 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.182
[2024-12-12 14:34:08,165][demucs.solver][INFO] - Valid | Epoch 214 | 10/20 | 3.85 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.169
[2024-12-12 14:34:08,365][demucs.solver][INFO] - Valid | Epoch 214 | 11/20 | 3.92 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.160
[2024-12-12 14:34:08,589][demucs.solver][INFO] - Valid | Epoch 214 | 12/20 | 3.96 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.140
[2024-12-12 14:34:08,790][demucs.solver][INFO] - Valid | Epoch 214 | 13/20 | 4.02 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.138
[2024-12-12 14:34:08,988][demucs.solver][INFO] - Valid | Epoch 214 | 14/20 | 4.07 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.139
[2024-12-12 14:34:09,185][demucs.solver][INFO] - Valid | Epoch 214 | 15/20 | 4.12 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.143
[2024-12-12 14:34:09,380][demucs.solver][INFO] - Valid | Epoch 214 | 16/20 | 4.17 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.144
[2024-12-12 14:34:09,573][demucs.solver][INFO] - Valid | Epoch 214 | 17/20 | 4.22 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.153
[2024-12-12 14:34:09,728][demucs.solver][INFO] - Valid | Epoch 214 | 18/20 | 4.30 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.144
[2024-12-12 14:34:09,924][demucs.solver][INFO] - Valid | Epoch 214 | 19/20 | 4.33 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.150
[2024-12-12 14:34:10,863][demucs.solver][INFO] - Valid Summary | Epoch 214 | Loss=0.5462 | Reco=0.5462 | Nsdr=1.150 | Best=0.5446 | Bname=main
[2024-12-12 14:34:12,702][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:34:12,703][demucs.solver][INFO] - Training...
[2024-12-12 14:34:23,604][demucs.solver][INFO] - Train | Epoch 215 | 1/14 | 0.21 it/sec | Loss 0.2657 | Reco 0.2657 | Grad 0.0445
[2024-12-12 14:34:24,251][demucs.solver][INFO] - Train | Epoch 215 | 2/14 | 0.30 it/sec | Loss 0.2689 | Reco 0.2689 | Grad 0.0515
[2024-12-12 14:34:24,892][demucs.solver][INFO] - Train | Epoch 215 | 3/14 | 0.37 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0649
[2024-12-12 14:34:25,536][demucs.solver][INFO] - Train | Epoch 215 | 4/14 | 0.44 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0661
[2024-12-12 14:34:26,270][demucs.solver][INFO] - Train | Epoch 215 | 5/14 | 0.50 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.0602
[2024-12-12 14:34:26,947][demucs.solver][INFO] - Train | Epoch 215 | 6/14 | 0.55 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0745
[2024-12-12 14:34:27,656][demucs.solver][INFO] - Train | Epoch 215 | 7/14 | 0.60 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0857
[2024-12-12 14:34:28,316][demucs.solver][INFO] - Train | Epoch 215 | 8/14 | 0.64 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.1005
[2024-12-12 14:34:28,951][demucs.solver][INFO] - Train | Epoch 215 | 9/14 | 0.68 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.1010
[2024-12-12 14:34:29,624][demucs.solver][INFO] - Train | Epoch 215 | 10/14 | 0.71 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.1117
[2024-12-12 14:34:30,272][demucs.solver][INFO] - Train | Epoch 215 | 11/14 | 0.75 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.1084
[2024-12-12 14:34:31,425][demucs.solver][INFO] - Train | Epoch 215 | 12/14 | 0.76 it/sec | Loss 0.2639 | Reco 0.2639 | Grad 0.1063
[2024-12-12 14:34:32,581][demucs.solver][INFO] - Train | Epoch 215 | 13/14 | 0.76 it/sec | Loss 0.2605 | Reco 0.2605 | Grad 0.1012
[2024-12-12 14:34:32,967][demucs.solver][INFO] - Train Summary | Epoch 215 | Loss=0.2605 | Reco=0.2605 | Grad=0.1012
[2024-12-12 14:34:32,967][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:34:32,967][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:34:35,602][demucs.solver][INFO] - Valid | Epoch 215 | 1/20 | 1.80 it/sec | Loss 0.5833 | Reco 0.5833 | Nsdr 1.123
[2024-12-12 14:34:36,005][demucs.solver][INFO] - Valid | Epoch 215 | 2/20 | 1.98 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.098
[2024-12-12 14:34:36,268][demucs.solver][INFO] - Valid | Epoch 215 | 3/20 | 2.25 it/sec | Loss 0.4993 | Reco 0.4993 | Nsdr 1.128
[2024-12-12 14:34:36,606][demucs.solver][INFO] - Valid | Epoch 215 | 4/20 | 2.36 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.144
[2024-12-12 14:34:36,892][demucs.solver][INFO] - Valid | Epoch 215 | 5/20 | 2.50 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.134
[2024-12-12 14:34:37,194][demucs.solver][INFO] - Valid | Epoch 215 | 6/20 | 2.59 it/sec | Loss 0.5229 | Reco 0.5229 | Nsdr 1.136
[2024-12-12 14:34:37,488][demucs.solver][INFO] - Valid | Epoch 215 | 7/20 | 2.67 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.143
[2024-12-12 14:34:37,748][demucs.solver][INFO] - Valid | Epoch 215 | 8/20 | 2.76 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.138
[2024-12-12 14:34:38,074][demucs.solver][INFO] - Valid | Epoch 215 | 9/20 | 2.79 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.143
[2024-12-12 14:34:38,307][demucs.solver][INFO] - Valid | Epoch 215 | 10/20 | 2.88 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.130
[2024-12-12 14:34:38,523][demucs.solver][INFO] - Valid | Epoch 215 | 11/20 | 2.98 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.122
[2024-12-12 14:34:38,747][demucs.solver][INFO] - Valid | Epoch 215 | 12/20 | 3.06 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.103
[2024-12-12 14:34:38,928][demucs.solver][INFO] - Valid | Epoch 215 | 13/20 | 3.16 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.102
[2024-12-12 14:34:39,146][demucs.solver][INFO] - Valid | Epoch 215 | 14/20 | 3.22 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.104
[2024-12-12 14:34:39,340][demucs.solver][INFO] - Valid | Epoch 215 | 15/20 | 3.30 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.107
[2024-12-12 14:34:39,515][demucs.solver][INFO] - Valid | Epoch 215 | 16/20 | 3.38 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.109
[2024-12-12 14:34:39,751][demucs.solver][INFO] - Valid | Epoch 215 | 17/20 | 3.42 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.114
[2024-12-12 14:34:39,928][demucs.solver][INFO] - Valid | Epoch 215 | 18/20 | 3.49 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.105
[2024-12-12 14:34:40,144][demucs.solver][INFO] - Valid | Epoch 215 | 19/20 | 3.54 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.112
[2024-12-12 14:34:40,635][demucs.solver][INFO] - Valid Summary | Epoch 215 | Loss=0.5491 | Reco=0.5491 | Nsdr=1.112 | Best=0.5446 | Bname=main
[2024-12-12 14:34:42,008][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:34:42,009][demucs.solver][INFO] - Training...
[2024-12-12 14:34:47,005][demucs.solver][INFO] - Train | Epoch 216 | 1/14 | 0.57 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.1297
[2024-12-12 14:34:48,900][demucs.solver][INFO] - Train | Epoch 216 | 2/14 | 0.56 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.1470
[2024-12-12 14:34:49,550][demucs.solver][INFO] - Train | Epoch 216 | 3/14 | 0.66 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.1150
[2024-12-12 14:34:50,188][demucs.solver][INFO] - Train | Epoch 216 | 4/14 | 0.75 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.1114
[2024-12-12 14:34:50,825][demucs.solver][INFO] - Train | Epoch 216 | 5/14 | 0.82 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.1044
[2024-12-12 14:34:51,461][demucs.solver][INFO] - Train | Epoch 216 | 6/14 | 0.88 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.0976
[2024-12-12 14:34:53,262][demucs.solver][INFO] - Train | Epoch 216 | 7/14 | 0.82 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.0958
[2024-12-12 14:34:53,899][demucs.solver][INFO] - Train | Epoch 216 | 8/14 | 0.87 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0941
[2024-12-12 14:34:54,531][demucs.solver][INFO] - Train | Epoch 216 | 9/14 | 0.91 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.0889
[2024-12-12 14:34:55,168][demucs.solver][INFO] - Train | Epoch 216 | 10/14 | 0.94 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.0981
[2024-12-12 14:34:55,806][demucs.solver][INFO] - Train | Epoch 216 | 11/14 | 0.98 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.1034
[2024-12-12 14:34:56,444][demucs.solver][INFO] - Train | Epoch 216 | 12/14 | 1.01 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.1026
[2024-12-12 14:34:57,076][demucs.solver][INFO] - Train | Epoch 216 | 13/14 | 1.03 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0972
[2024-12-12 14:34:57,425][demucs.solver][INFO] - Train Summary | Epoch 216 | Loss=0.2475 | Reco=0.2475 | Grad=0.0972
[2024-12-12 14:34:57,425][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:34:57,426][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:34:59,586][demucs.solver][INFO] - Valid | Epoch 216 | 1/20 | 2.79 it/sec | Loss 0.5824 | Reco 0.5824 | Nsdr 1.139
[2024-12-12 14:34:59,778][demucs.solver][INFO] - Valid | Epoch 216 | 2/20 | 3.30 it/sec | Loss 0.4523 | Reco 0.4523 | Nsdr 1.111
[2024-12-12 14:34:59,949][demucs.solver][INFO] - Valid | Epoch 216 | 3/20 | 3.70 it/sec | Loss 0.4986 | Reco 0.4986 | Nsdr 1.140
[2024-12-12 14:35:00,167][demucs.solver][INFO] - Valid | Epoch 216 | 4/20 | 3.85 it/sec | Loss 0.5170 | Reco 0.5170 | Nsdr 1.156
[2024-12-12 14:35:00,404][demucs.solver][INFO] - Valid | Epoch 216 | 5/20 | 3.91 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.146
[2024-12-12 14:35:00,623][demucs.solver][INFO] - Valid | Epoch 216 | 6/20 | 3.99 it/sec | Loss 0.5222 | Reco 0.5222 | Nsdr 1.148
[2024-12-12 14:35:00,845][demucs.solver][INFO] - Valid | Epoch 216 | 7/20 | 4.05 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.154
[2024-12-12 14:35:01,000][demucs.solver][INFO] - Valid | Epoch 216 | 8/20 | 4.22 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.150
[2024-12-12 14:35:01,203][demucs.solver][INFO] - Valid | Epoch 216 | 9/20 | 4.28 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.155
[2024-12-12 14:35:01,359][demucs.solver][INFO] - Valid | Epoch 216 | 10/20 | 4.42 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.142
[2024-12-12 14:35:01,554][demucs.solver][INFO] - Valid | Epoch 216 | 11/20 | 4.47 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.134
[2024-12-12 14:35:01,736][demucs.solver][INFO] - Valid | Epoch 216 | 12/20 | 4.53 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.115
[2024-12-12 14:35:01,950][demucs.solver][INFO] - Valid | Epoch 216 | 13/20 | 4.54 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.113
[2024-12-12 14:35:02,172][demucs.solver][INFO] - Valid | Epoch 216 | 14/20 | 4.54 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.115
[2024-12-12 14:35:02,395][demucs.solver][INFO] - Valid | Epoch 216 | 15/20 | 4.54 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.118
[2024-12-12 14:35:02,595][demucs.solver][INFO] - Valid | Epoch 216 | 16/20 | 4.56 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.120
[2024-12-12 14:35:02,794][demucs.solver][INFO] - Valid | Epoch 216 | 17/20 | 4.59 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.127
[2024-12-12 14:35:02,950][demucs.solver][INFO] - Valid | Epoch 216 | 18/20 | 4.65 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.118
[2024-12-12 14:35:03,176][demucs.solver][INFO] - Valid | Epoch 216 | 19/20 | 4.64 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.124
[2024-12-12 14:35:03,549][demucs.solver][INFO] - Valid Summary | Epoch 216 | Loss=0.5482 | Reco=0.5482 | Nsdr=1.124 | Best=0.5446 | Bname=main
[2024-12-12 14:35:04,958][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:35:04,958][demucs.solver][INFO] - Training...
[2024-12-12 14:35:13,637][demucs.solver][INFO] - Train | Epoch 217 | 1/14 | 0.28 it/sec | Loss 0.2645 | Reco 0.2645 | Grad 0.0963
[2024-12-12 14:35:14,282][demucs.solver][INFO] - Train | Epoch 217 | 2/14 | 0.39 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0811
[2024-12-12 14:35:14,929][demucs.solver][INFO] - Train | Epoch 217 | 3/14 | 0.48 it/sec | Loss 0.2632 | Reco 0.2632 | Grad 0.1096
[2024-12-12 14:35:15,565][demucs.solver][INFO] - Train | Epoch 217 | 4/14 | 0.55 it/sec | Loss 0.2640 | Reco 0.2640 | Grad 0.0969
[2024-12-12 14:35:16,199][demucs.solver][INFO] - Train | Epoch 217 | 5/14 | 0.62 it/sec | Loss 0.2648 | Reco 0.2648 | Grad 0.0900
[2024-12-12 14:35:16,826][demucs.solver][INFO] - Train | Epoch 217 | 6/14 | 0.68 it/sec | Loss 0.2645 | Reco 0.2645 | Grad 0.0846
[2024-12-12 14:35:17,452][demucs.solver][INFO] - Train | Epoch 217 | 7/14 | 0.73 it/sec | Loss 0.2651 | Reco 0.2651 | Grad 0.0905
[2024-12-12 14:35:18,078][demucs.solver][INFO] - Train | Epoch 217 | 8/14 | 0.78 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.0826
[2024-12-12 14:35:18,707][demucs.solver][INFO] - Train | Epoch 217 | 9/14 | 0.82 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.0823
[2024-12-12 14:35:19,340][demucs.solver][INFO] - Train | Epoch 217 | 10/14 | 0.86 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0801
[2024-12-12 14:35:19,979][demucs.solver][INFO] - Train | Epoch 217 | 11/14 | 0.89 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0772
[2024-12-12 14:35:20,605][demucs.solver][INFO] - Train | Epoch 217 | 12/14 | 0.92 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.0758
[2024-12-12 14:35:21,231][demucs.solver][INFO] - Train | Epoch 217 | 13/14 | 0.95 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0741
[2024-12-12 14:35:21,562][demucs.solver][INFO] - Train Summary | Epoch 217 | Loss=0.2536 | Reco=0.2536 | Grad=0.0741
[2024-12-12 14:35:21,563][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:35:21,563][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:35:23,907][demucs.solver][INFO] - Valid | Epoch 217 | 1/20 | 2.28 it/sec | Loss 0.5833 | Reco 0.5833 | Nsdr 1.115
[2024-12-12 14:35:24,141][demucs.solver][INFO] - Valid | Epoch 217 | 2/20 | 2.70 it/sec | Loss 0.4530 | Reco 0.4530 | Nsdr 1.092
[2024-12-12 14:35:24,375][demucs.solver][INFO] - Valid | Epoch 217 | 3/20 | 2.97 it/sec | Loss 0.4994 | Reco 0.4994 | Nsdr 1.119
[2024-12-12 14:35:24,553][demucs.solver][INFO] - Valid | Epoch 217 | 4/20 | 3.28 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.137
[2024-12-12 14:35:24,752][demucs.solver][INFO] - Valid | Epoch 217 | 5/20 | 3.49 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.129
[2024-12-12 14:35:24,951][demucs.solver][INFO] - Valid | Epoch 217 | 6/20 | 3.65 it/sec | Loss 0.5228 | Reco 0.5228 | Nsdr 1.132
[2024-12-12 14:35:25,150][demucs.solver][INFO] - Valid | Epoch 217 | 7/20 | 3.77 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.139
[2024-12-12 14:35:25,350][demucs.solver][INFO] - Valid | Epoch 217 | 8/20 | 3.88 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.138
[2024-12-12 14:35:25,553][demucs.solver][INFO] - Valid | Epoch 217 | 9/20 | 3.96 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.142
[2024-12-12 14:35:25,734][demucs.solver][INFO] - Valid | Epoch 217 | 10/20 | 4.07 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.128
[2024-12-12 14:35:25,943][demucs.solver][INFO] - Valid | Epoch 217 | 11/20 | 4.12 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.121
[2024-12-12 14:35:26,121][demucs.solver][INFO] - Valid | Epoch 217 | 12/20 | 4.21 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.102
[2024-12-12 14:35:26,337][demucs.solver][INFO] - Valid | Epoch 217 | 13/20 | 4.23 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.102
[2024-12-12 14:35:26,556][demucs.solver][INFO] - Valid | Epoch 217 | 14/20 | 4.25 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.104
[2024-12-12 14:35:26,772][demucs.solver][INFO] - Valid | Epoch 217 | 15/20 | 4.28 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.108
[2024-12-12 14:35:26,926][demucs.solver][INFO] - Valid | Epoch 217 | 16/20 | 4.36 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.109
[2024-12-12 14:35:27,142][demucs.solver][INFO] - Valid | Epoch 217 | 17/20 | 4.38 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.112
[2024-12-12 14:35:27,379][demucs.solver][INFO] - Valid | Epoch 217 | 18/20 | 4.37 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.103
[2024-12-12 14:35:27,585][demucs.solver][INFO] - Valid | Epoch 217 | 19/20 | 4.39 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.110
[2024-12-12 14:35:28,368][demucs.solver][INFO] - Valid Summary | Epoch 217 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.110 | Best=0.5446 | Bname=main
[2024-12-12 14:35:29,825][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:35:29,826][demucs.solver][INFO] - Training...
[2024-12-12 14:35:40,383][demucs.solver][INFO] - Train | Epoch 218 | 1/14 | 0.22 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0997
[2024-12-12 14:35:41,044][demucs.solver][INFO] - Train | Epoch 218 | 2/14 | 0.31 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.0872
[2024-12-12 14:35:41,782][demucs.solver][INFO] - Train | Epoch 218 | 3/14 | 0.38 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 0.0996
[2024-12-12 14:35:42,446][demucs.solver][INFO] - Train | Epoch 218 | 4/14 | 0.45 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0952
[2024-12-12 14:35:43,139][demucs.solver][INFO] - Train | Epoch 218 | 5/14 | 0.51 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.0942
[2024-12-12 14:35:43,781][demucs.solver][INFO] - Train | Epoch 218 | 6/14 | 0.56 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0884
[2024-12-12 14:35:44,546][demucs.solver][INFO] - Train | Epoch 218 | 7/14 | 0.61 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.0822
[2024-12-12 14:35:45,231][demucs.solver][INFO] - Train | Epoch 218 | 8/14 | 0.65 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.0757
[2024-12-12 14:35:45,870][demucs.solver][INFO] - Train | Epoch 218 | 9/14 | 0.69 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0923
[2024-12-12 14:35:46,508][demucs.solver][INFO] - Train | Epoch 218 | 10/14 | 0.73 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0923
[2024-12-12 14:35:47,146][demucs.solver][INFO] - Train | Epoch 218 | 11/14 | 0.76 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0878
[2024-12-12 14:35:47,785][demucs.solver][INFO] - Train | Epoch 218 | 12/14 | 0.79 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0847
[2024-12-12 14:35:48,420][demucs.solver][INFO] - Train | Epoch 218 | 13/14 | 0.82 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0910
[2024-12-12 14:35:48,751][demucs.solver][INFO] - Train Summary | Epoch 218 | Loss=0.2543 | Reco=0.2543 | Grad=0.0910
[2024-12-12 14:35:48,751][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:35:48,751][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:35:51,227][demucs.solver][INFO] - Valid | Epoch 218 | 1/20 | 2.97 it/sec | Loss 0.5819 | Reco 0.5819 | Nsdr 1.146
[2024-12-12 14:35:51,457][demucs.solver][INFO] - Valid | Epoch 218 | 2/20 | 3.32 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.119
[2024-12-12 14:35:51,738][demucs.solver][INFO] - Valid | Epoch 218 | 3/20 | 3.37 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.147
[2024-12-12 14:35:51,966][demucs.solver][INFO] - Valid | Epoch 218 | 4/20 | 3.54 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.163
[2024-12-12 14:35:52,184][demucs.solver][INFO] - Valid | Epoch 218 | 5/20 | 3.68 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.153
[2024-12-12 14:35:52,441][demucs.solver][INFO] - Valid | Epoch 218 | 6/20 | 3.71 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.154
[2024-12-12 14:35:52,750][demucs.solver][INFO] - Valid | Epoch 218 | 7/20 | 3.64 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.160
[2024-12-12 14:35:53,065][demucs.solver][INFO] - Valid | Epoch 218 | 8/20 | 3.58 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.157
[2024-12-12 14:35:53,317][demucs.solver][INFO] - Valid | Epoch 218 | 9/20 | 3.62 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.160
[2024-12-12 14:35:53,587][demucs.solver][INFO] - Valid | Epoch 218 | 10/20 | 3.63 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.147
[2024-12-12 14:35:54,256][demucs.solver][INFO] - Valid | Epoch 218 | 11/20 | 3.24 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.140
[2024-12-12 14:35:54,732][demucs.solver][INFO] - Valid | Epoch 218 | 12/20 | 3.11 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.121
[2024-12-12 14:35:55,143][demucs.solver][INFO] - Valid | Epoch 218 | 13/20 | 3.05 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.119
[2024-12-12 14:35:55,545][demucs.solver][INFO] - Valid | Epoch 218 | 14/20 | 3.00 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.121
[2024-12-12 14:35:56,049][demucs.solver][INFO] - Valid | Epoch 218 | 15/20 | 2.91 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.125
[2024-12-12 14:35:56,577][demucs.solver][INFO] - Valid | Epoch 218 | 16/20 | 2.82 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.127
[2024-12-12 14:35:57,376][demucs.solver][INFO] - Valid | Epoch 218 | 17/20 | 2.64 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.133
[2024-12-12 14:35:58,196][demucs.solver][INFO] - Valid | Epoch 218 | 18/20 | 2.49 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.124
[2024-12-12 14:35:58,981][demucs.solver][INFO] - Valid | Epoch 218 | 19/20 | 2.37 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.131
[2024-12-12 14:35:59,405][demucs.solver][INFO] - Valid Summary | Epoch 218 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.131 | Best=0.5446 | Bname=main
[2024-12-12 14:36:01,032][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:36:01,034][demucs.solver][INFO] - Training...
[2024-12-12 14:36:07,938][demucs.solver][INFO] - Train | Epoch 219 | 1/14 | 0.39 it/sec | Loss 0.2898 | Reco 0.2898 | Grad 0.0701
[2024-12-12 14:36:10,639][demucs.solver][INFO] - Train | Epoch 219 | 2/14 | 0.39 it/sec | Loss 0.2873 | Reco 0.2873 | Grad 0.0779
[2024-12-12 14:36:11,300][demucs.solver][INFO] - Train | Epoch 219 | 3/14 | 0.47 it/sec | Loss 0.2700 | Reco 0.2700 | Grad 0.1002
[2024-12-12 14:36:11,989][demucs.solver][INFO] - Train | Epoch 219 | 4/14 | 0.55 it/sec | Loss 0.2661 | Reco 0.2661 | Grad 0.0983
[2024-12-12 14:36:12,646][demucs.solver][INFO] - Train | Epoch 219 | 5/14 | 0.61 it/sec | Loss 0.2692 | Reco 0.2692 | Grad 0.0970
[2024-12-12 14:36:13,289][demucs.solver][INFO] - Train | Epoch 219 | 6/14 | 0.67 it/sec | Loss 0.2683 | Reco 0.2683 | Grad 0.0961
[2024-12-12 14:36:13,923][demucs.solver][INFO] - Train | Epoch 219 | 7/14 | 0.72 it/sec | Loss 0.2647 | Reco 0.2647 | Grad 0.0978
[2024-12-12 14:36:14,552][demucs.solver][INFO] - Train | Epoch 219 | 8/14 | 0.77 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.0960
[2024-12-12 14:36:15,179][demucs.solver][INFO] - Train | Epoch 219 | 9/14 | 0.81 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.0911
[2024-12-12 14:36:15,805][demucs.solver][INFO] - Train | Epoch 219 | 10/14 | 0.85 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.0905
[2024-12-12 14:36:16,437][demucs.solver][INFO] - Train | Epoch 219 | 11/14 | 0.88 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.0944
[2024-12-12 14:36:17,068][demucs.solver][INFO] - Train | Epoch 219 | 12/14 | 0.91 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.0970
[2024-12-12 14:36:17,703][demucs.solver][INFO] - Train | Epoch 219 | 13/14 | 0.94 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.0919
[2024-12-12 14:36:18,025][demucs.solver][INFO] - Train Summary | Epoch 219 | Loss=0.2577 | Reco=0.2577 | Grad=0.0919
[2024-12-12 14:36:18,026][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:36:18,026][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:36:20,450][demucs.solver][INFO] - Valid | Epoch 219 | 1/20 | 2.15 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.140
[2024-12-12 14:36:20,641][demucs.solver][INFO] - Valid | Epoch 219 | 2/20 | 2.67 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 1.115
[2024-12-12 14:36:20,841][demucs.solver][INFO] - Valid | Epoch 219 | 3/20 | 3.02 it/sec | Loss 0.4984 | Reco 0.4984 | Nsdr 1.142
[2024-12-12 14:36:21,039][demucs.solver][INFO] - Valid | Epoch 219 | 4/20 | 3.29 it/sec | Loss 0.5169 | Reco 0.5169 | Nsdr 1.155
[2024-12-12 14:36:21,222][demucs.solver][INFO] - Valid | Epoch 219 | 5/20 | 3.52 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.143
[2024-12-12 14:36:21,378][demucs.solver][INFO] - Valid | Epoch 219 | 6/20 | 3.76 it/sec | Loss 0.5222 | Reco 0.5222 | Nsdr 1.145
[2024-12-12 14:36:21,601][demucs.solver][INFO] - Valid | Epoch 219 | 7/20 | 3.84 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.151
[2024-12-12 14:36:21,799][demucs.solver][INFO] - Valid | Epoch 219 | 8/20 | 3.95 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.146
[2024-12-12 14:36:22,021][demucs.solver][INFO] - Valid | Epoch 219 | 9/20 | 4.00 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.148
[2024-12-12 14:36:22,244][demucs.solver][INFO] - Valid | Epoch 219 | 10/20 | 4.04 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.136
[2024-12-12 14:36:22,445][demucs.solver][INFO] - Valid | Epoch 219 | 11/20 | 4.10 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.129
[2024-12-12 14:36:22,644][demucs.solver][INFO] - Valid | Epoch 219 | 12/20 | 4.16 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.110
[2024-12-12 14:36:22,866][demucs.solver][INFO] - Valid | Epoch 219 | 13/20 | 4.18 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.110
[2024-12-12 14:36:23,065][demucs.solver][INFO] - Valid | Epoch 219 | 14/20 | 4.23 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.112
[2024-12-12 14:36:23,221][demucs.solver][INFO] - Valid | Epoch 219 | 15/20 | 4.32 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.115
[2024-12-12 14:36:23,419][demucs.solver][INFO] - Valid | Epoch 219 | 16/20 | 4.36 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.117
[2024-12-12 14:36:23,625][demucs.solver][INFO] - Valid | Epoch 219 | 17/20 | 4.38 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.123
[2024-12-12 14:36:23,823][demucs.solver][INFO] - Valid | Epoch 219 | 18/20 | 4.41 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.115
[2024-12-12 14:36:24,024][demucs.solver][INFO] - Valid | Epoch 219 | 19/20 | 4.44 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.121
[2024-12-12 14:36:24,386][demucs.solver][INFO] - Valid Summary | Epoch 219 | Loss=0.5484 | Reco=0.5484 | Nsdr=1.121 | Best=0.5446 | Bname=main
[2024-12-12 14:36:25,820][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:36:25,821][demucs.solver][INFO] - Training...
[2024-12-12 14:36:34,384][demucs.solver][INFO] - Train | Epoch 220 | 1/14 | 0.29 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0990
[2024-12-12 14:36:35,038][demucs.solver][INFO] - Train | Epoch 220 | 2/14 | 0.40 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.0976
[2024-12-12 14:36:35,702][demucs.solver][INFO] - Train | Epoch 220 | 3/14 | 0.48 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.1161
[2024-12-12 14:36:36,341][demucs.solver][INFO] - Train | Epoch 220 | 4/14 | 0.56 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.1187
[2024-12-12 14:36:36,979][demucs.solver][INFO] - Train | Epoch 220 | 5/14 | 0.63 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.1420
[2024-12-12 14:36:37,616][demucs.solver][INFO] - Train | Epoch 220 | 6/14 | 0.69 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.1379
[2024-12-12 14:36:38,255][demucs.solver][INFO] - Train | Epoch 220 | 7/14 | 0.74 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.1443
[2024-12-12 14:36:38,906][demucs.solver][INFO] - Train | Epoch 220 | 8/14 | 0.79 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.1326
[2024-12-12 14:36:39,557][demucs.solver][INFO] - Train | Epoch 220 | 9/14 | 0.83 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.1278
[2024-12-12 14:36:40,186][demucs.solver][INFO] - Train | Epoch 220 | 10/14 | 0.86 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.1234
[2024-12-12 14:36:40,819][demucs.solver][INFO] - Train | Epoch 220 | 11/14 | 0.90 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 0.1223
[2024-12-12 14:36:41,449][demucs.solver][INFO] - Train | Epoch 220 | 12/14 | 0.93 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.1306
[2024-12-12 14:36:42,081][demucs.solver][INFO] - Train | Epoch 220 | 13/14 | 0.96 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.1276
[2024-12-12 14:36:42,403][demucs.solver][INFO] - Train Summary | Epoch 220 | Loss=0.2581 | Reco=0.2581 | Grad=0.1276
[2024-12-12 14:36:42,404][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:36:42,404][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:36:44,662][demucs.solver][INFO] - Valid | Epoch 220 | 1/20 | 3.17 it/sec | Loss 0.5814 | Reco 0.5814 | Nsdr 1.153
[2024-12-12 14:36:44,865][demucs.solver][INFO] - Valid | Epoch 220 | 2/20 | 3.59 it/sec | Loss 0.4517 | Reco 0.4517 | Nsdr 1.124
[2024-12-12 14:36:45,065][demucs.solver][INFO] - Valid | Epoch 220 | 3/20 | 3.86 it/sec | Loss 0.4979 | Reco 0.4979 | Nsdr 1.149
[2024-12-12 14:36:45,271][demucs.solver][INFO] - Valid | Epoch 220 | 4/20 | 4.03 it/sec | Loss 0.5162 | Reco 0.5162 | Nsdr 1.165
[2024-12-12 14:36:45,450][demucs.solver][INFO] - Valid | Epoch 220 | 5/20 | 4.22 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.158
[2024-12-12 14:36:45,652][demucs.solver][INFO] - Valid | Epoch 220 | 6/20 | 4.31 it/sec | Loss 0.5212 | Reco 0.5212 | Nsdr 1.160
[2024-12-12 14:36:45,818][demucs.solver][INFO] - Valid | Epoch 220 | 7/20 | 4.47 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.166
[2024-12-12 14:36:46,041][demucs.solver][INFO] - Valid | Epoch 220 | 8/20 | 4.47 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.164
[2024-12-12 14:36:46,268][demucs.solver][INFO] - Valid | Epoch 220 | 9/20 | 4.47 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.168
[2024-12-12 14:36:46,465][demucs.solver][INFO] - Valid | Epoch 220 | 10/20 | 4.52 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.155
[2024-12-12 14:36:46,662][demucs.solver][INFO] - Valid | Epoch 220 | 11/20 | 4.56 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.147
[2024-12-12 14:36:46,858][demucs.solver][INFO] - Valid | Epoch 220 | 12/20 | 4.60 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.128
[2024-12-12 14:36:47,057][demucs.solver][INFO] - Valid | Epoch 220 | 13/20 | 4.62 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.126
[2024-12-12 14:36:47,255][demucs.solver][INFO] - Valid | Epoch 220 | 14/20 | 4.65 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.128
[2024-12-12 14:36:47,450][demucs.solver][INFO] - Valid | Epoch 220 | 15/20 | 4.68 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.131
[2024-12-12 14:36:47,670][demucs.solver][INFO] - Valid | Epoch 220 | 16/20 | 4.67 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.133
[2024-12-12 14:36:47,890][demucs.solver][INFO] - Valid | Epoch 220 | 17/20 | 4.66 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.139
[2024-12-12 14:36:48,067][demucs.solver][INFO] - Valid | Epoch 220 | 18/20 | 4.71 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.130
[2024-12-12 14:36:48,265][demucs.solver][INFO] - Valid | Epoch 220 | 19/20 | 4.72 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.136
[2024-12-12 14:36:48,663][demucs.solver][INFO] - Valid Summary | Epoch 220 | Loss=0.5472 | Reco=0.5472 | Nsdr=1.136 | Best=0.5446 | Bname=main
[2024-12-12 14:36:48,664][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:36:48,664][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 14:37:03,139][demucs.evaluate][INFO] - Eval | 1/20 | 0.29 it/sec
[2024-12-12 14:37:06,454][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 14:37:09,806][demucs.evaluate][INFO] - Eval | 3/20 | 0.30 it/sec
[2024-12-12 14:37:13,183][demucs.evaluate][INFO] - Eval | 4/20 | 0.30 it/sec
[2024-12-12 14:37:16,587][demucs.evaluate][INFO] - Eval | 5/20 | 0.30 it/sec
[2024-12-12 14:37:20,294][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 14:37:23,662][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 14:37:27,116][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 14:37:30,495][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 14:37:33,825][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 14:37:37,296][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 14:37:40,700][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 14:37:44,054][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 14:37:47,523][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 14:37:51,019][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 14:37:54,394][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 14:37:57,838][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 14:38:01,210][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 14:38:04,581][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 14:38:04,602][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 101.62 it/sec
[2024-12-12 14:38:04,625][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 69.89 it/sec
[2024-12-12 14:38:04,633][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 77.87 it/sec
[2024-12-12 14:38:04,644][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 80.39 it/sec
[2024-12-12 14:38:04,663][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 74.25 it/sec
[2024-12-12 14:38:04,678][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 72.77 it/sec
[2024-12-12 14:38:04,687][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 76.02 it/sec
[2024-12-12 14:38:04,700][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 76.11 it/sec
[2024-12-12 14:38:04,708][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 79.41 it/sec
[2024-12-12 14:38:04,754][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 64.04 it/sec
[2024-12-12 14:38:04,835][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 47.52 it/sec
[2024-12-12 14:38:04,914][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 39.17 it/sec
[2024-12-12 14:38:04,993][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 34.08 it/sec
[2024-12-12 14:38:05,073][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 30.58 it/sec
[2024-12-12 14:38:05,152][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 28.06 it/sec
[2024-12-12 14:38:05,230][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 26.22 it/sec
[2024-12-12 14:38:05,299][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 25.10 it/sec
[2024-12-12 14:38:05,307][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 26.21 it/sec
[2024-12-12 14:38:05,314][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 27.32 it/sec
[2024-12-12 14:38:05,369][demucs.solver][INFO] - Test Summary | Epoch 220 | Nsdr=1.022 | Nsdr_drums=1.060 | Nsdr_bass=1.006 | Nsdr_other=0.991 | Nsdr_vocals=1.030
[2024-12-12 14:38:06,678][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:38:06,679][demucs.solver][INFO] - Training...
[2024-12-12 14:38:15,237][demucs.solver][INFO] - Train | Epoch 221 | 1/14 | 0.29 it/sec | Loss 0.2681 | Reco 0.2681 | Grad 0.1126
[2024-12-12 14:38:15,889][demucs.solver][INFO] - Train | Epoch 221 | 2/14 | 0.39 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.1319
[2024-12-12 14:38:16,536][demucs.solver][INFO] - Train | Epoch 221 | 3/14 | 0.48 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.1213
[2024-12-12 14:38:17,186][demucs.solver][INFO] - Train | Epoch 221 | 4/14 | 0.56 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.1025
[2024-12-12 14:38:17,831][demucs.solver][INFO] - Train | Epoch 221 | 5/14 | 0.63 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.1078
[2024-12-12 14:38:18,478][demucs.solver][INFO] - Train | Epoch 221 | 6/14 | 0.69 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.1032
[2024-12-12 14:38:19,994][demucs.solver][INFO] - Train | Epoch 221 | 7/14 | 0.68 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.1029
[2024-12-12 14:38:20,619][demucs.solver][INFO] - Train | Epoch 221 | 8/14 | 0.73 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.1020
[2024-12-12 14:38:21,247][demucs.solver][INFO] - Train | Epoch 221 | 9/14 | 0.77 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0982
[2024-12-12 14:38:21,879][demucs.solver][INFO] - Train | Epoch 221 | 10/14 | 0.81 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0997
[2024-12-12 14:38:22,506][demucs.solver][INFO] - Train | Epoch 221 | 11/14 | 0.84 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.0953
[2024-12-12 14:38:23,138][demucs.solver][INFO] - Train | Epoch 221 | 12/14 | 0.87 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.0933
[2024-12-12 14:38:23,769][demucs.solver][INFO] - Train | Epoch 221 | 13/14 | 0.90 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.0992
[2024-12-12 14:38:24,110][demucs.solver][INFO] - Train Summary | Epoch 221 | Loss=0.2445 | Reco=0.2445 | Grad=0.0992
[2024-12-12 14:38:24,111][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:38:24,111][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:38:26,673][demucs.solver][INFO] - Valid | Epoch 221 | 1/20 | 1.95 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.116
[2024-12-12 14:38:26,917][demucs.solver][INFO] - Valid | Epoch 221 | 2/20 | 2.37 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.088
[2024-12-12 14:38:27,094][demucs.solver][INFO] - Valid | Epoch 221 | 3/20 | 2.77 it/sec | Loss 0.4998 | Reco 0.4998 | Nsdr 1.116
[2024-12-12 14:38:27,298][demucs.solver][INFO] - Valid | Epoch 221 | 4/20 | 3.03 it/sec | Loss 0.5183 | Reco 0.5183 | Nsdr 1.133
[2024-12-12 14:38:27,528][demucs.solver][INFO] - Valid | Epoch 221 | 5/20 | 3.19 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.124
[2024-12-12 14:38:27,732][demucs.solver][INFO] - Valid | Epoch 221 | 6/20 | 3.36 it/sec | Loss 0.5234 | Reco 0.5234 | Nsdr 1.127
[2024-12-12 14:38:27,917][demucs.solver][INFO] - Valid | Epoch 221 | 7/20 | 3.53 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.133
[2024-12-12 14:38:28,117][demucs.solver][INFO] - Valid | Epoch 221 | 8/20 | 3.65 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.130
[2024-12-12 14:38:28,275][demucs.solver][INFO] - Valid | Epoch 221 | 9/20 | 3.81 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.135
[2024-12-12 14:38:28,430][demucs.solver][INFO] - Valid | Epoch 221 | 10/20 | 3.95 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.122
[2024-12-12 14:38:28,628][demucs.solver][INFO] - Valid | Epoch 221 | 11/20 | 4.03 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.115
[2024-12-12 14:38:28,826][demucs.solver][INFO] - Valid | Epoch 221 | 12/20 | 4.09 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.097
[2024-12-12 14:38:29,051][demucs.solver][INFO] - Valid | Epoch 221 | 13/20 | 4.12 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.096
[2024-12-12 14:38:29,233][demucs.solver][INFO] - Valid | Epoch 221 | 14/20 | 4.18 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.097
[2024-12-12 14:38:29,417][demucs.solver][INFO] - Valid | Epoch 221 | 15/20 | 4.25 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.101
[2024-12-12 14:38:29,593][demucs.solver][INFO] - Valid | Epoch 221 | 16/20 | 4.31 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.103
[2024-12-12 14:38:29,745][demucs.solver][INFO] - Valid | Epoch 221 | 17/20 | 4.39 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.108
[2024-12-12 14:38:29,937][demucs.solver][INFO] - Valid | Epoch 221 | 18/20 | 4.43 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.099
[2024-12-12 14:38:30,156][demucs.solver][INFO] - Valid | Epoch 221 | 19/20 | 4.44 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.105
[2024-12-12 14:38:30,576][demucs.solver][INFO] - Valid Summary | Epoch 221 | Loss=0.5495 | Reco=0.5495 | Nsdr=1.105 | Best=0.5446 | Bname=main
[2024-12-12 14:38:31,958][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:38:31,959][demucs.solver][INFO] - Training...
[2024-12-12 14:38:41,420][demucs.solver][INFO] - Train | Epoch 222 | 1/14 | 0.25 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.1317
[2024-12-12 14:38:42,063][demucs.solver][INFO] - Train | Epoch 222 | 2/14 | 0.35 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 0.1323
[2024-12-12 14:38:42,709][demucs.solver][INFO] - Train | Epoch 222 | 3/14 | 0.44 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.1317
[2024-12-12 14:38:43,353][demucs.solver][INFO] - Train | Epoch 222 | 4/14 | 0.51 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.1211
[2024-12-12 14:38:43,989][demucs.solver][INFO] - Train | Epoch 222 | 5/14 | 0.58 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.1113
[2024-12-12 14:38:44,624][demucs.solver][INFO] - Train | Epoch 222 | 6/14 | 0.63 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.1144
[2024-12-12 14:38:45,395][demucs.solver][INFO] - Train | Epoch 222 | 7/14 | 0.68 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.1138
[2024-12-12 14:38:46,033][demucs.solver][INFO] - Train | Epoch 222 | 8/14 | 0.72 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.1134
[2024-12-12 14:38:46,659][demucs.solver][INFO] - Train | Epoch 222 | 9/14 | 0.76 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.1100
[2024-12-12 14:38:47,288][demucs.solver][INFO] - Train | Epoch 222 | 10/14 | 0.80 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.1038
[2024-12-12 14:38:47,917][demucs.solver][INFO] - Train | Epoch 222 | 11/14 | 0.84 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.1110
[2024-12-12 14:38:48,545][demucs.solver][INFO] - Train | Epoch 222 | 12/14 | 0.87 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.1123
[2024-12-12 14:38:49,172][demucs.solver][INFO] - Train | Epoch 222 | 13/14 | 0.90 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.1081
[2024-12-12 14:38:49,499][demucs.solver][INFO] - Train Summary | Epoch 222 | Loss=0.2496 | Reco=0.2496 | Grad=0.1081
[2024-12-12 14:38:49,500][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:38:49,500][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:38:52,121][demucs.solver][INFO] - Valid | Epoch 222 | 1/20 | 1.81 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.151
[2024-12-12 14:38:52,404][demucs.solver][INFO] - Valid | Epoch 222 | 2/20 | 2.17 it/sec | Loss 0.4518 | Reco 0.4518 | Nsdr 1.119
[2024-12-12 14:38:52,767][demucs.solver][INFO] - Valid | Epoch 222 | 3/20 | 2.29 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.146
[2024-12-12 14:38:53,041][demucs.solver][INFO] - Valid | Epoch 222 | 4/20 | 2.47 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.162
[2024-12-12 14:38:53,382][demucs.solver][INFO] - Valid | Epoch 222 | 5/20 | 2.54 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.155
[2024-12-12 14:38:53,670][demucs.solver][INFO] - Valid | Epoch 222 | 6/20 | 2.64 it/sec | Loss 0.5214 | Reco 0.5214 | Nsdr 1.156
[2024-12-12 14:38:54,151][demucs.solver][INFO] - Valid | Epoch 222 | 7/20 | 2.55 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.163
[2024-12-12 14:38:54,551][demucs.solver][INFO] - Valid | Epoch 222 | 8/20 | 2.55 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.160
[2024-12-12 14:38:55,185][demucs.solver][INFO] - Valid | Epoch 222 | 9/20 | 2.40 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.164
[2024-12-12 14:38:56,052][demucs.solver][INFO] - Valid | Epoch 222 | 10/20 | 2.19 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.151
[2024-12-12 14:38:56,933][demucs.solver][INFO] - Valid | Epoch 222 | 11/20 | 2.03 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.144
[2024-12-12 14:38:57,353][demucs.solver][INFO] - Valid | Epoch 222 | 12/20 | 2.05 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.124
[2024-12-12 14:38:57,832][demucs.solver][INFO] - Valid | Epoch 222 | 13/20 | 2.05 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.123
[2024-12-12 14:38:58,112][demucs.solver][INFO] - Valid | Epoch 222 | 14/20 | 2.11 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.124
[2024-12-12 14:38:58,352][demucs.solver][INFO] - Valid | Epoch 222 | 15/20 | 2.18 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.128
[2024-12-12 14:38:58,707][demucs.solver][INFO] - Valid | Epoch 222 | 16/20 | 2.21 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.130
[2024-12-12 14:38:59,139][demucs.solver][INFO] - Valid | Epoch 222 | 17/20 | 2.22 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.137
[2024-12-12 14:38:59,494][demucs.solver][INFO] - Valid | Epoch 222 | 18/20 | 2.24 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.127
[2024-12-12 14:38:59,883][demucs.solver][INFO] - Valid | Epoch 222 | 19/20 | 2.26 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.134
[2024-12-12 14:39:00,251][demucs.solver][INFO] - Valid Summary | Epoch 222 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.134 | Best=0.5446 | Bname=main
[2024-12-12 14:39:01,660][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:39:01,661][demucs.solver][INFO] - Training...
[2024-12-12 14:39:09,676][demucs.solver][INFO] - Train | Epoch 223 | 1/14 | 0.32 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.0616
[2024-12-12 14:39:11,216][demucs.solver][INFO] - Train | Epoch 223 | 2/14 | 0.38 it/sec | Loss 0.2283 | Reco 0.2283 | Grad 0.0577
[2024-12-12 14:39:11,869][demucs.solver][INFO] - Train | Epoch 223 | 3/14 | 0.47 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0921
[2024-12-12 14:39:12,506][demucs.solver][INFO] - Train | Epoch 223 | 4/14 | 0.55 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0825
[2024-12-12 14:39:13,146][demucs.solver][INFO] - Train | Epoch 223 | 5/14 | 0.61 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.0750
[2024-12-12 14:39:13,785][demucs.solver][INFO] - Train | Epoch 223 | 6/14 | 0.67 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.0721
[2024-12-12 14:39:14,425][demucs.solver][INFO] - Train | Epoch 223 | 7/14 | 0.72 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0875
[2024-12-12 14:39:15,060][demucs.solver][INFO] - Train | Epoch 223 | 8/14 | 0.77 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0824
[2024-12-12 14:39:15,699][demucs.solver][INFO] - Train | Epoch 223 | 9/14 | 0.81 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0871
[2024-12-12 14:39:16,334][demucs.solver][INFO] - Train | Epoch 223 | 10/14 | 0.85 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0947
[2024-12-12 14:39:16,964][demucs.solver][INFO] - Train | Epoch 223 | 11/14 | 0.88 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.0907
[2024-12-12 14:39:17,592][demucs.solver][INFO] - Train | Epoch 223 | 12/14 | 0.91 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0903
[2024-12-12 14:39:18,220][demucs.solver][INFO] - Train | Epoch 223 | 13/14 | 0.94 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0893
[2024-12-12 14:39:18,534][demucs.solver][INFO] - Train Summary | Epoch 223 | Loss=0.2510 | Reco=0.2510 | Grad=0.0893
[2024-12-12 14:39:18,535][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:39:18,535][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:39:20,682][demucs.solver][INFO] - Valid | Epoch 223 | 1/20 | 3.16 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.142
[2024-12-12 14:39:20,880][demucs.solver][INFO] - Valid | Epoch 223 | 2/20 | 3.61 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.110
[2024-12-12 14:39:21,078][demucs.solver][INFO] - Valid | Epoch 223 | 3/20 | 3.89 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.139
[2024-12-12 14:39:21,251][demucs.solver][INFO] - Valid | Epoch 223 | 4/20 | 4.16 it/sec | Loss 0.5163 | Reco 0.5163 | Nsdr 1.158
[2024-12-12 14:39:21,473][demucs.solver][INFO] - Valid | Epoch 223 | 5/20 | 4.22 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.153
[2024-12-12 14:39:21,667][demucs.solver][INFO] - Valid | Epoch 223 | 6/20 | 4.33 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.156
[2024-12-12 14:39:21,890][demucs.solver][INFO] - Valid | Epoch 223 | 7/20 | 4.35 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.162
[2024-12-12 14:39:22,079][demucs.solver][INFO] - Valid | Epoch 223 | 8/20 | 4.43 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.162
[2024-12-12 14:39:22,277][demucs.solver][INFO] - Valid | Epoch 223 | 9/20 | 4.49 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.167
[2024-12-12 14:39:22,433][demucs.solver][INFO] - Valid | Epoch 223 | 10/20 | 4.61 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.153
[2024-12-12 14:39:22,655][demucs.solver][INFO] - Valid | Epoch 223 | 11/20 | 4.61 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.145
[2024-12-12 14:39:22,848][demucs.solver][INFO] - Valid | Epoch 223 | 12/20 | 4.64 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.126
[2024-12-12 14:39:23,064][demucs.solver][INFO] - Valid | Epoch 223 | 13/20 | 4.64 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.125
[2024-12-12 14:39:23,280][demucs.solver][INFO] - Valid | Epoch 223 | 14/20 | 4.64 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.126
[2024-12-12 14:39:23,507][demucs.solver][INFO] - Valid | Epoch 223 | 15/20 | 4.63 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.130
[2024-12-12 14:39:23,680][demucs.solver][INFO] - Valid | Epoch 223 | 16/20 | 4.68 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.132
[2024-12-12 14:39:23,877][demucs.solver][INFO] - Valid | Epoch 223 | 17/20 | 4.70 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.136
[2024-12-12 14:39:24,053][demucs.solver][INFO] - Valid | Epoch 223 | 18/20 | 4.75 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.126
[2024-12-12 14:39:24,228][demucs.solver][INFO] - Valid | Epoch 223 | 19/20 | 4.79 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.133
[2024-12-12 14:39:24,688][demucs.solver][INFO] - Valid Summary | Epoch 223 | Loss=0.5471 | Reco=0.5471 | Nsdr=1.133 | Best=0.5446 | Bname=main
[2024-12-12 14:39:26,106][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:39:26,108][demucs.solver][INFO] - Training...
[2024-12-12 14:39:36,536][demucs.solver][INFO] - Train | Epoch 224 | 1/14 | 0.23 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0596
[2024-12-12 14:39:37,181][demucs.solver][INFO] - Train | Epoch 224 | 2/14 | 0.32 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0842
[2024-12-12 14:39:37,831][demucs.solver][INFO] - Train | Epoch 224 | 3/14 | 0.40 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.1157
[2024-12-12 14:39:38,469][demucs.solver][INFO] - Train | Epoch 224 | 4/14 | 0.47 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.1079
[2024-12-12 14:39:39,108][demucs.solver][INFO] - Train | Epoch 224 | 5/14 | 0.53 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.1207
[2024-12-12 14:39:39,752][demucs.solver][INFO] - Train | Epoch 224 | 6/14 | 0.59 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.1309
[2024-12-12 14:39:40,388][demucs.solver][INFO] - Train | Epoch 224 | 7/14 | 0.64 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.1201
[2024-12-12 14:39:41,022][demucs.solver][INFO] - Train | Epoch 224 | 8/14 | 0.68 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.1248
[2024-12-12 14:39:41,662][demucs.solver][INFO] - Train | Epoch 224 | 9/14 | 0.72 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.1166
[2024-12-12 14:39:42,296][demucs.solver][INFO] - Train | Epoch 224 | 10/14 | 0.76 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.1102
[2024-12-12 14:39:42,927][demucs.solver][INFO] - Train | Epoch 224 | 11/14 | 0.80 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.1093
[2024-12-12 14:39:43,555][demucs.solver][INFO] - Train | Epoch 224 | 12/14 | 0.83 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.1059
[2024-12-12 14:39:44,181][demucs.solver][INFO] - Train | Epoch 224 | 13/14 | 0.86 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.1046
[2024-12-12 14:39:44,498][demucs.solver][INFO] - Train Summary | Epoch 224 | Loss=0.2461 | Reco=0.2461 | Grad=0.1046
[2024-12-12 14:39:44,499][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:39:44,499][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:39:46,811][demucs.solver][INFO] - Valid | Epoch 224 | 1/20 | 2.90 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.171
[2024-12-12 14:39:47,116][demucs.solver][INFO] - Valid | Epoch 224 | 2/20 | 3.02 it/sec | Loss 0.4509 | Reco 0.4509 | Nsdr 1.137
[2024-12-12 14:39:47,317][demucs.solver][INFO] - Valid | Epoch 224 | 3/20 | 3.35 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.165
[2024-12-12 14:39:47,891][demucs.solver][INFO] - Valid | Epoch 224 | 4/20 | 2.83 it/sec | Loss 0.5156 | Reco 0.5156 | Nsdr 1.180
[2024-12-12 14:39:48,249][demucs.solver][INFO] - Valid | Epoch 224 | 5/20 | 2.82 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.168
[2024-12-12 14:39:48,595][demucs.solver][INFO] - Valid | Epoch 224 | 6/20 | 2.83 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.169
[2024-12-12 14:39:49,524][demucs.solver][INFO] - Valid | Epoch 224 | 7/20 | 2.35 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.175
[2024-12-12 14:39:50,392][demucs.solver][INFO] - Valid | Epoch 224 | 8/20 | 2.11 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.171
[2024-12-12 14:39:51,222][demucs.solver][INFO] - Valid | Epoch 224 | 9/20 | 1.96 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.174
[2024-12-12 14:39:52,139][demucs.solver][INFO] - Valid | Epoch 224 | 10/20 | 1.83 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.162
[2024-12-12 14:39:52,875][demucs.solver][INFO] - Valid | Epoch 224 | 11/20 | 1.78 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.154
[2024-12-12 14:39:53,608][demucs.solver][INFO] - Valid | Epoch 224 | 12/20 | 1.74 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.135
[2024-12-12 14:39:54,468][demucs.solver][INFO] - Valid | Epoch 224 | 13/20 | 1.68 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.133
[2024-12-12 14:39:55,147][demucs.solver][INFO] - Valid | Epoch 224 | 14/20 | 1.66 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.135
[2024-12-12 14:39:55,754][demucs.solver][INFO] - Valid | Epoch 224 | 15/20 | 1.66 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.138
[2024-12-12 14:39:56,121][demucs.solver][INFO] - Valid | Epoch 224 | 16/20 | 1.70 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.140
[2024-12-12 14:39:56,405][demucs.solver][INFO] - Valid | Epoch 224 | 17/20 | 1.75 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.148
[2024-12-12 14:39:56,612][demucs.solver][INFO] - Valid | Epoch 224 | 18/20 | 1.81 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.139
[2024-12-12 14:39:56,916][demucs.solver][INFO] - Valid | Epoch 224 | 19/20 | 1.85 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.146
[2024-12-12 14:39:57,321][demucs.solver][INFO] - Valid Summary | Epoch 224 | Loss=0.5469 | Reco=0.5469 | Nsdr=1.146 | Best=0.5446 | Bname=main
[2024-12-12 14:39:58,782][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:39:58,783][demucs.solver][INFO] - Training...
[2024-12-12 14:40:08,901][demucs.solver][INFO] - Train | Epoch 225 | 1/14 | 0.24 it/sec | Loss 0.2203 | Reco 0.2203 | Grad 0.1005
[2024-12-12 14:40:09,548][demucs.solver][INFO] - Train | Epoch 225 | 2/14 | 0.33 it/sec | Loss 0.2211 | Reco 0.2211 | Grad 0.1090
[2024-12-12 14:40:10,197][demucs.solver][INFO] - Train | Epoch 225 | 3/14 | 0.41 it/sec | Loss 0.2221 | Reco 0.2221 | Grad 0.1008
[2024-12-12 14:40:10,830][demucs.solver][INFO] - Train | Epoch 225 | 4/14 | 0.48 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 0.1269
[2024-12-12 14:40:11,458][demucs.solver][INFO] - Train | Epoch 225 | 5/14 | 0.54 it/sec | Loss 0.2343 | Reco 0.2343 | Grad 0.1110
[2024-12-12 14:40:12,087][demucs.solver][INFO] - Train | Epoch 225 | 6/14 | 0.60 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.1103
[2024-12-12 14:40:12,713][demucs.solver][INFO] - Train | Epoch 225 | 7/14 | 0.65 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.1233
[2024-12-12 14:40:13,338][demucs.solver][INFO] - Train | Epoch 225 | 8/14 | 0.70 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.1149
[2024-12-12 14:40:13,962][demucs.solver][INFO] - Train | Epoch 225 | 9/14 | 0.74 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.1063
[2024-12-12 14:40:14,591][demucs.solver][INFO] - Train | Epoch 225 | 10/14 | 0.78 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.1042
[2024-12-12 14:40:15,218][demucs.solver][INFO] - Train | Epoch 225 | 11/14 | 0.81 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0979
[2024-12-12 14:40:15,843][demucs.solver][INFO] - Train | Epoch 225 | 12/14 | 0.84 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0969
[2024-12-12 14:40:16,470][demucs.solver][INFO] - Train | Epoch 225 | 13/14 | 0.87 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0940
[2024-12-12 14:40:16,801][demucs.solver][INFO] - Train Summary | Epoch 225 | Loss=0.2522 | Reco=0.2522 | Grad=0.0940
[2024-12-12 14:40:16,802][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:40:16,802][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:40:20,462][demucs.solver][INFO] - Valid | Epoch 225 | 1/20 | 1.00 it/sec | Loss 0.5842 | Reco 0.5842 | Nsdr 1.118
[2024-12-12 14:40:21,321][demucs.solver][INFO] - Valid | Epoch 225 | 2/20 | 1.05 it/sec | Loss 0.4537 | Reco 0.4537 | Nsdr 1.091
[2024-12-12 14:40:21,942][demucs.solver][INFO] - Valid | Epoch 225 | 3/20 | 1.15 it/sec | Loss 0.5001 | Reco 0.5001 | Nsdr 1.119
[2024-12-12 14:40:22,318][demucs.solver][INFO] - Valid | Epoch 225 | 4/20 | 1.30 it/sec | Loss 0.5187 | Reco 0.5187 | Nsdr 1.133
[2024-12-12 14:40:22,776][demucs.solver][INFO] - Valid | Epoch 225 | 5/20 | 1.39 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.122
[2024-12-12 14:40:23,177][demucs.solver][INFO] - Valid | Epoch 225 | 6/20 | 1.48 it/sec | Loss 0.5240 | Reco 0.5240 | Nsdr 1.124
[2024-12-12 14:40:23,556][demucs.solver][INFO] - Valid | Epoch 225 | 7/20 | 1.57 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.131
[2024-12-12 14:40:23,814][demucs.solver][INFO] - Valid | Epoch 225 | 8/20 | 1.68 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.126
[2024-12-12 14:40:24,207][demucs.solver][INFO] - Valid | Epoch 225 | 9/20 | 1.74 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.130
[2024-12-12 14:40:24,464][demucs.solver][INFO] - Valid | Epoch 225 | 10/20 | 1.83 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.118
[2024-12-12 14:40:24,678][demucs.solver][INFO] - Valid | Epoch 225 | 11/20 | 1.93 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.111
[2024-12-12 14:40:25,007][demucs.solver][INFO] - Valid | Epoch 225 | 12/20 | 1.99 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.093
[2024-12-12 14:40:25,226][demucs.solver][INFO] - Valid | Epoch 225 | 13/20 | 2.07 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.092
[2024-12-12 14:40:25,480][demucs.solver][INFO] - Valid | Epoch 225 | 14/20 | 2.14 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.094
[2024-12-12 14:40:25,793][demucs.solver][INFO] - Valid | Epoch 225 | 15/20 | 2.18 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.098
[2024-12-12 14:40:25,984][demucs.solver][INFO] - Valid | Epoch 225 | 16/20 | 2.26 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.100
[2024-12-12 14:40:26,264][demucs.solver][INFO] - Valid | Epoch 225 | 17/20 | 2.31 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.106
[2024-12-12 14:40:26,516][demucs.solver][INFO] - Valid | Epoch 225 | 18/20 | 2.36 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.097
[2024-12-12 14:40:26,727][demucs.solver][INFO] - Valid | Epoch 225 | 19/20 | 2.42 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.104
[2024-12-12 14:40:27,104][demucs.solver][INFO] - Valid Summary | Epoch 225 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.104 | Best=0.5446 | Bname=main
[2024-12-12 14:40:28,431][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:40:28,432][demucs.solver][INFO] - Training...
[2024-12-12 14:40:38,679][demucs.solver][INFO] - Train | Epoch 226 | 1/14 | 0.23 it/sec | Loss 0.1997 | Reco 0.1997 | Grad 0.1007
[2024-12-12 14:40:39,445][demucs.solver][INFO] - Train | Epoch 226 | 2/14 | 0.31 it/sec | Loss 0.2162 | Reco 0.2162 | Grad 0.0840
[2024-12-12 14:40:40,091][demucs.solver][INFO] - Train | Epoch 226 | 3/14 | 0.39 it/sec | Loss 0.2227 | Reco 0.2227 | Grad 0.0744
[2024-12-12 14:40:40,729][demucs.solver][INFO] - Train | Epoch 226 | 4/14 | 0.46 it/sec | Loss 0.2327 | Reco 0.2327 | Grad 0.0639
[2024-12-12 14:40:41,371][demucs.solver][INFO] - Train | Epoch 226 | 5/14 | 0.52 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.0670
[2024-12-12 14:40:42,011][demucs.solver][INFO] - Train | Epoch 226 | 6/14 | 0.58 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 0.0750
[2024-12-12 14:40:42,651][demucs.solver][INFO] - Train | Epoch 226 | 7/14 | 0.63 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.0766
[2024-12-12 14:40:43,278][demucs.solver][INFO] - Train | Epoch 226 | 8/14 | 0.67 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.0743
[2024-12-12 14:40:43,902][demucs.solver][INFO] - Train | Epoch 226 | 9/14 | 0.72 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.0749
[2024-12-12 14:40:44,529][demucs.solver][INFO] - Train | Epoch 226 | 10/14 | 0.75 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0718
[2024-12-12 14:40:45,154][demucs.solver][INFO] - Train | Epoch 226 | 11/14 | 0.79 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0747
[2024-12-12 14:40:45,782][demucs.solver][INFO] - Train | Epoch 226 | 12/14 | 0.82 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0720
[2024-12-12 14:40:46,417][demucs.solver][INFO] - Train | Epoch 226 | 13/14 | 0.85 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.0739
[2024-12-12 14:40:46,845][demucs.solver][INFO] - Train Summary | Epoch 226 | Loss=0.2426 | Reco=0.2426 | Grad=0.0739
[2024-12-12 14:40:46,846][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:40:46,846][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:40:49,883][demucs.solver][INFO] - Valid | Epoch 226 | 1/20 | 1.31 it/sec | Loss 0.5818 | Reco 0.5818 | Nsdr 1.143
[2024-12-12 14:40:50,067][demucs.solver][INFO] - Valid | Epoch 226 | 2/20 | 1.76 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 1.110
[2024-12-12 14:40:50,265][demucs.solver][INFO] - Valid | Epoch 226 | 3/20 | 2.10 it/sec | Loss 0.4982 | Reco 0.4982 | Nsdr 1.140
[2024-12-12 14:40:50,462][demucs.solver][INFO] - Valid | Epoch 226 | 4/20 | 2.38 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.157
[2024-12-12 14:40:50,640][demucs.solver][INFO] - Valid | Epoch 226 | 5/20 | 2.63 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.149
[2024-12-12 14:40:50,860][demucs.solver][INFO] - Valid | Epoch 226 | 6/20 | 2.80 it/sec | Loss 0.5215 | Reco 0.5215 | Nsdr 1.149
[2024-12-12 14:40:51,082][demucs.solver][INFO] - Valid | Epoch 226 | 7/20 | 2.94 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.157
[2024-12-12 14:40:51,237][demucs.solver][INFO] - Valid | Epoch 226 | 8/20 | 3.13 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.154
[2024-12-12 14:40:51,394][demucs.solver][INFO] - Valid | Epoch 226 | 9/20 | 3.30 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.157
[2024-12-12 14:40:51,592][demucs.solver][INFO] - Valid | Epoch 226 | 10/20 | 3.40 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.144
[2024-12-12 14:40:51,752][demucs.solver][INFO] - Valid | Epoch 226 | 11/20 | 3.54 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.137
[2024-12-12 14:40:51,933][demucs.solver][INFO] - Valid | Epoch 226 | 12/20 | 3.64 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.118
[2024-12-12 14:40:52,110][demucs.solver][INFO] - Valid | Epoch 226 | 13/20 | 3.73 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.117
[2024-12-12 14:40:52,264][demucs.solver][INFO] - Valid | Epoch 226 | 14/20 | 3.84 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.119
[2024-12-12 14:40:52,440][demucs.solver][INFO] - Valid | Epoch 226 | 15/20 | 3.92 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.122
[2024-12-12 14:40:52,634][demucs.solver][INFO] - Valid | Epoch 226 | 16/20 | 3.98 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.124
[2024-12-12 14:40:52,835][demucs.solver][INFO] - Valid | Epoch 226 | 17/20 | 4.02 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.131
[2024-12-12 14:40:53,055][demucs.solver][INFO] - Valid | Epoch 226 | 18/20 | 4.05 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.121
[2024-12-12 14:40:53,215][demucs.solver][INFO] - Valid | Epoch 226 | 19/20 | 4.12 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.127
[2024-12-12 14:40:53,567][demucs.solver][INFO] - Valid Summary | Epoch 226 | Loss=0.5476 | Reco=0.5476 | Nsdr=1.127 | Best=0.5446 | Bname=main
[2024-12-12 14:40:54,854][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:40:54,854][demucs.solver][INFO] - Training...
[2024-12-12 14:41:02,774][demucs.solver][INFO] - Train | Epoch 227 | 1/14 | 0.31 it/sec | Loss 0.2241 | Reco 0.2241 | Grad 0.1382
[2024-12-12 14:41:04,183][demucs.solver][INFO] - Train | Epoch 227 | 2/14 | 0.38 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 0.1262
[2024-12-12 14:41:04,827][demucs.solver][INFO] - Train | Epoch 227 | 3/14 | 0.47 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.1559
[2024-12-12 14:41:05,473][demucs.solver][INFO] - Train | Epoch 227 | 4/14 | 0.55 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.1327
[2024-12-12 14:41:06,266][demucs.solver][INFO] - Train | Epoch 227 | 5/14 | 0.61 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 0.1351
[2024-12-12 14:41:06,906][demucs.solver][INFO] - Train | Epoch 227 | 6/14 | 0.66 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 0.1455
[2024-12-12 14:41:07,541][demucs.solver][INFO] - Train | Epoch 227 | 7/14 | 0.72 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.1391
[2024-12-12 14:41:08,181][demucs.solver][INFO] - Train | Epoch 227 | 8/14 | 0.76 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.1295
[2024-12-12 14:41:08,822][demucs.solver][INFO] - Train | Epoch 227 | 9/14 | 0.80 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.1266
[2024-12-12 14:41:09,458][demucs.solver][INFO] - Train | Epoch 227 | 10/14 | 0.84 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.1282
[2024-12-12 14:41:10,105][demucs.solver][INFO] - Train | Epoch 227 | 11/14 | 0.87 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.1211
[2024-12-12 14:41:13,072][demucs.solver][INFO] - Train | Epoch 227 | 12/14 | 0.78 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.1182
[2024-12-12 14:41:13,701][demucs.solver][INFO] - Train | Epoch 227 | 13/14 | 0.81 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.1145
[2024-12-12 14:41:14,018][demucs.solver][INFO] - Train Summary | Epoch 227 | Loss=0.2438 | Reco=0.2438 | Grad=0.1145
[2024-12-12 14:41:14,019][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:41:14,019][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:41:16,390][demucs.solver][INFO] - Valid | Epoch 227 | 1/20 | 2.35 it/sec | Loss 0.5814 | Reco 0.5814 | Nsdr 1.150
[2024-12-12 14:41:16,954][demucs.solver][INFO] - Valid | Epoch 227 | 2/20 | 2.12 it/sec | Loss 0.4517 | Reco 0.4517 | Nsdr 1.116
[2024-12-12 14:41:17,839][demucs.solver][INFO] - Valid | Epoch 227 | 3/20 | 1.74 it/sec | Loss 0.4978 | Reco 0.4978 | Nsdr 1.146
[2024-12-12 14:41:18,686][demucs.solver][INFO] - Valid | Epoch 227 | 4/20 | 1.59 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.164
[2024-12-12 14:41:19,370][demucs.solver][INFO] - Valid | Epoch 227 | 5/20 | 1.57 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.155
[2024-12-12 14:41:19,525][demucs.solver][INFO] - Valid | Epoch 227 | 6/20 | 1.76 it/sec | Loss 0.5212 | Reco 0.5212 | Nsdr 1.155
[2024-12-12 14:41:19,725][demucs.solver][INFO] - Valid | Epoch 227 | 7/20 | 1.91 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.162
[2024-12-12 14:41:19,917][demucs.solver][INFO] - Valid | Epoch 227 | 8/20 | 2.06 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.160
[2024-12-12 14:41:20,389][demucs.solver][INFO] - Valid | Epoch 227 | 9/20 | 2.06 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.163
[2024-12-12 14:41:20,779][demucs.solver][INFO] - Valid | Epoch 227 | 10/20 | 2.10 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.150
[2024-12-12 14:41:21,093][demucs.solver][INFO] - Valid | Epoch 227 | 11/20 | 2.16 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.142
[2024-12-12 14:41:21,288][demucs.solver][INFO] - Valid | Epoch 227 | 12/20 | 2.26 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.123
[2024-12-12 14:41:21,485][demucs.solver][INFO] - Valid | Epoch 227 | 13/20 | 2.35 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.122
[2024-12-12 14:41:21,706][demucs.solver][INFO] - Valid | Epoch 227 | 14/20 | 2.43 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.124
[2024-12-12 14:41:21,925][demucs.solver][INFO] - Valid | Epoch 227 | 15/20 | 2.51 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.127
[2024-12-12 14:41:22,146][demucs.solver][INFO] - Valid | Epoch 227 | 16/20 | 2.57 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.129
[2024-12-12 14:41:22,366][demucs.solver][INFO] - Valid | Epoch 227 | 17/20 | 2.64 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.136
[2024-12-12 14:41:22,521][demucs.solver][INFO] - Valid | Epoch 227 | 18/20 | 2.72 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.126
[2024-12-12 14:41:22,718][demucs.solver][INFO] - Valid | Epoch 227 | 19/20 | 2.79 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.132
[2024-12-12 14:41:23,134][demucs.solver][INFO] - Valid Summary | Epoch 227 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.132 | Best=0.5446 | Bname=main
[2024-12-12 14:41:24,501][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:41:24,502][demucs.solver][INFO] - Training...
[2024-12-12 14:41:33,749][demucs.solver][INFO] - Train | Epoch 228 | 1/14 | 0.27 it/sec | Loss 0.2697 | Reco 0.2697 | Grad 0.0593
[2024-12-12 14:41:34,411][demucs.solver][INFO] - Train | Epoch 228 | 2/14 | 0.37 it/sec | Loss 0.2752 | Reco 0.2752 | Grad 0.0497
[2024-12-12 14:41:35,193][demucs.solver][INFO] - Train | Epoch 228 | 3/14 | 0.45 it/sec | Loss 0.2700 | Reco 0.2700 | Grad 0.0608
[2024-12-12 14:41:35,843][demucs.solver][INFO] - Train | Epoch 228 | 4/14 | 0.53 it/sec | Loss 0.2693 | Reco 0.2693 | Grad 0.0713
[2024-12-12 14:41:36,489][demucs.solver][INFO] - Train | Epoch 228 | 5/14 | 0.59 it/sec | Loss 0.2696 | Reco 0.2696 | Grad 0.0691
[2024-12-12 14:41:37,132][demucs.solver][INFO] - Train | Epoch 228 | 6/14 | 0.65 it/sec | Loss 0.2616 | Reco 0.2616 | Grad 0.0728
[2024-12-12 14:41:37,776][demucs.solver][INFO] - Train | Epoch 228 | 7/14 | 0.70 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.0806
[2024-12-12 14:41:38,415][demucs.solver][INFO] - Train | Epoch 228 | 8/14 | 0.74 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.1016
[2024-12-12 14:41:39,076][demucs.solver][INFO] - Train | Epoch 228 | 9/14 | 0.78 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0950
[2024-12-12 14:41:40,718][demucs.solver][INFO] - Train | Epoch 228 | 10/14 | 0.76 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0949
[2024-12-12 14:41:41,347][demucs.solver][INFO] - Train | Epoch 228 | 11/14 | 0.80 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0912
[2024-12-12 14:41:41,983][demucs.solver][INFO] - Train | Epoch 228 | 12/14 | 0.83 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0878
[2024-12-12 14:41:42,613][demucs.solver][INFO] - Train | Epoch 228 | 13/14 | 0.86 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0852
[2024-12-12 14:41:42,996][demucs.solver][INFO] - Train Summary | Epoch 228 | Loss=0.2462 | Reco=0.2462 | Grad=0.0852
[2024-12-12 14:41:42,996][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:41:42,996][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:41:45,279][demucs.solver][INFO] - Valid | Epoch 228 | 1/20 | 2.66 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.156
[2024-12-12 14:41:45,482][demucs.solver][INFO] - Valid | Epoch 228 | 2/20 | 3.14 it/sec | Loss 0.4510 | Reco 0.4510 | Nsdr 1.126
[2024-12-12 14:41:45,666][demucs.solver][INFO] - Valid | Epoch 228 | 3/20 | 3.51 it/sec | Loss 0.4972 | Reco 0.4972 | Nsdr 1.154
[2024-12-12 14:41:45,868][demucs.solver][INFO] - Valid | Epoch 228 | 4/20 | 3.73 it/sec | Loss 0.5154 | Reco 0.5154 | Nsdr 1.173
[2024-12-12 14:41:46,068][demucs.solver][INFO] - Valid | Epoch 228 | 5/20 | 3.89 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.163
[2024-12-12 14:41:46,266][demucs.solver][INFO] - Valid | Epoch 228 | 6/20 | 4.02 it/sec | Loss 0.5204 | Reco 0.5204 | Nsdr 1.166
[2024-12-12 14:41:46,493][demucs.solver][INFO] - Valid | Epoch 228 | 7/20 | 4.07 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.173
[2024-12-12 14:41:46,712][demucs.solver][INFO] - Valid | Epoch 228 | 8/20 | 4.12 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.170
[2024-12-12 14:41:46,867][demucs.solver][INFO] - Valid | Epoch 228 | 9/20 | 4.27 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.174
[2024-12-12 14:41:47,064][demucs.solver][INFO] - Valid | Epoch 228 | 10/20 | 4.34 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.160
[2024-12-12 14:41:47,263][demucs.solver][INFO] - Valid | Epoch 228 | 11/20 | 4.39 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.153
[2024-12-12 14:41:47,446][demucs.solver][INFO] - Valid | Epoch 228 | 12/20 | 4.45 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.134
[2024-12-12 14:41:47,623][demucs.solver][INFO] - Valid | Epoch 228 | 13/20 | 4.52 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.134
[2024-12-12 14:41:47,819][demucs.solver][INFO] - Valid | Epoch 228 | 14/20 | 4.56 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.136
[2024-12-12 14:41:48,012][demucs.solver][INFO] - Valid | Epoch 228 | 15/20 | 4.59 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.140
[2024-12-12 14:41:48,209][demucs.solver][INFO] - Valid | Epoch 228 | 16/20 | 4.62 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.143
[2024-12-12 14:41:48,399][demucs.solver][INFO] - Valid | Epoch 228 | 17/20 | 4.65 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.145
[2024-12-12 14:41:48,575][demucs.solver][INFO] - Valid | Epoch 228 | 18/20 | 4.69 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.136
[2024-12-12 14:41:48,791][demucs.solver][INFO] - Valid | Epoch 228 | 19/20 | 4.69 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.143
[2024-12-12 14:41:49,206][demucs.solver][INFO] - Valid Summary | Epoch 228 | Loss=0.5464 | Reco=0.5464 | Nsdr=1.143 | Best=0.5446 | Bname=main
[2024-12-12 14:41:50,612][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:41:50,612][demucs.solver][INFO] - Training...
[2024-12-12 14:41:58,082][demucs.solver][INFO] - Train | Epoch 229 | 1/14 | 0.36 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.1479
[2024-12-12 14:41:58,744][demucs.solver][INFO] - Train | Epoch 229 | 2/14 | 0.48 it/sec | Loss 0.2634 | Reco 0.2634 | Grad 0.1192
[2024-12-12 14:41:59,394][demucs.solver][INFO] - Train | Epoch 229 | 3/14 | 0.58 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.1023
[2024-12-12 14:42:00,047][demucs.solver][INFO] - Train | Epoch 229 | 4/14 | 0.67 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0934
[2024-12-12 14:42:00,698][demucs.solver][INFO] - Train | Epoch 229 | 5/14 | 0.73 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.1112
[2024-12-12 14:42:01,349][demucs.solver][INFO] - Train | Epoch 229 | 6/14 | 0.79 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.1082
[2024-12-12 14:42:01,999][demucs.solver][INFO] - Train | Epoch 229 | 7/14 | 0.85 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.1035
[2024-12-12 14:42:02,641][demucs.solver][INFO] - Train | Epoch 229 | 8/14 | 0.89 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.1015
[2024-12-12 14:42:03,284][demucs.solver][INFO] - Train | Epoch 229 | 9/14 | 0.93 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0953
[2024-12-12 14:42:03,926][demucs.solver][INFO] - Train | Epoch 229 | 10/14 | 0.97 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.0921
[2024-12-12 14:42:04,570][demucs.solver][INFO] - Train | Epoch 229 | 11/14 | 1.00 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0878
[2024-12-12 14:42:06,730][demucs.solver][INFO] - Train | Epoch 229 | 12/14 | 0.92 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0891
[2024-12-12 14:42:07,362][demucs.solver][INFO] - Train | Epoch 229 | 13/14 | 0.94 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0849
[2024-12-12 14:42:07,716][demucs.solver][INFO] - Train Summary | Epoch 229 | Loss=0.2489 | Reco=0.2489 | Grad=0.0849
[2024-12-12 14:42:07,717][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:42:07,717][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:42:09,988][demucs.solver][INFO] - Valid | Epoch 229 | 1/20 | 3.18 it/sec | Loss 0.5827 | Reco 0.5827 | Nsdr 1.138
[2024-12-12 14:42:10,193][demucs.solver][INFO] - Valid | Epoch 229 | 2/20 | 3.60 it/sec | Loss 0.4527 | Reco 0.4527 | Nsdr 1.105
[2024-12-12 14:42:10,402][demucs.solver][INFO] - Valid | Epoch 229 | 3/20 | 3.83 it/sec | Loss 0.4990 | Reco 0.4990 | Nsdr 1.133
[2024-12-12 14:42:10,604][demucs.solver][INFO] - Valid | Epoch 229 | 4/20 | 4.02 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.149
[2024-12-12 14:42:10,826][demucs.solver][INFO] - Valid | Epoch 229 | 5/20 | 4.09 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.137
[2024-12-12 14:42:11,050][demucs.solver][INFO] - Valid | Epoch 229 | 6/20 | 4.14 it/sec | Loss 0.5227 | Reco 0.5227 | Nsdr 1.140
[2024-12-12 14:42:11,207][demucs.solver][INFO] - Valid | Epoch 229 | 7/20 | 4.33 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.147
[2024-12-12 14:42:11,426][demucs.solver][INFO] - Valid | Epoch 229 | 8/20 | 4.35 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.143
[2024-12-12 14:42:11,615][demucs.solver][INFO] - Valid | Epoch 229 | 9/20 | 4.43 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.146
[2024-12-12 14:42:11,813][demucs.solver][INFO] - Valid | Epoch 229 | 10/20 | 4.48 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.134
[2024-12-12 14:42:12,010][demucs.solver][INFO] - Valid | Epoch 229 | 11/20 | 4.53 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.127
[2024-12-12 14:42:12,207][demucs.solver][INFO] - Valid | Epoch 229 | 12/20 | 4.56 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.108
[2024-12-12 14:42:12,406][demucs.solver][INFO] - Valid | Epoch 229 | 13/20 | 4.59 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.108
[2024-12-12 14:42:12,607][demucs.solver][INFO] - Valid | Epoch 229 | 14/20 | 4.62 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.110
[2024-12-12 14:42:12,762][demucs.solver][INFO] - Valid | Epoch 229 | 15/20 | 4.70 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.114
[2024-12-12 14:42:12,980][demucs.solver][INFO] - Valid | Epoch 229 | 16/20 | 4.69 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.116
[2024-12-12 14:42:13,186][demucs.solver][INFO] - Valid | Epoch 229 | 17/20 | 4.70 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.122
[2024-12-12 14:42:13,405][demucs.solver][INFO] - Valid | Epoch 229 | 18/20 | 4.70 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.113
[2024-12-12 14:42:13,602][demucs.solver][INFO] - Valid | Epoch 229 | 19/20 | 4.71 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.119
[2024-12-12 14:42:14,133][demucs.solver][INFO] - Valid Summary | Epoch 229 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.119 | Best=0.5446 | Bname=main
[2024-12-12 14:42:15,461][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:42:15,461][demucs.solver][INFO] - Training...
[2024-12-12 14:42:26,930][demucs.solver][INFO] - Train | Epoch 230 | 1/14 | 0.20 it/sec | Loss 0.2655 | Reco 0.2655 | Grad 0.0616
[2024-12-12 14:42:27,576][demucs.solver][INFO] - Train | Epoch 230 | 2/14 | 0.28 it/sec | Loss 0.2658 | Reco 0.2658 | Grad 0.0621
[2024-12-12 14:42:28,220][demucs.solver][INFO] - Train | Epoch 230 | 3/14 | 0.36 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0731
[2024-12-12 14:42:28,862][demucs.solver][INFO] - Train | Epoch 230 | 4/14 | 0.42 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0638
[2024-12-12 14:42:29,506][demucs.solver][INFO] - Train | Epoch 230 | 5/14 | 0.48 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.0609
[2024-12-12 14:42:30,144][demucs.solver][INFO] - Train | Epoch 230 | 6/14 | 0.53 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0640
[2024-12-12 14:42:30,781][demucs.solver][INFO] - Train | Epoch 230 | 7/14 | 0.58 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.0611
[2024-12-12 14:42:31,423][demucs.solver][INFO] - Train | Epoch 230 | 8/14 | 0.62 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0664
[2024-12-12 14:42:32,066][demucs.solver][INFO] - Train | Epoch 230 | 9/14 | 0.66 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0670
[2024-12-12 14:42:36,493][demucs.solver][INFO] - Train | Epoch 230 | 10/14 | 0.56 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0650
[2024-12-12 14:42:37,117][demucs.solver][INFO] - Train | Epoch 230 | 11/14 | 0.60 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.0680
[2024-12-12 14:42:37,746][demucs.solver][INFO] - Train | Epoch 230 | 12/14 | 0.63 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.0718
[2024-12-12 14:42:38,376][demucs.solver][INFO] - Train | Epoch 230 | 13/14 | 0.65 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0722
[2024-12-12 14:42:38,721][demucs.solver][INFO] - Train Summary | Epoch 230 | Loss=0.2461 | Reco=0.2461 | Grad=0.0722
[2024-12-12 14:42:38,721][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:42:38,721][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:42:41,277][demucs.solver][INFO] - Valid | Epoch 230 | 1/20 | 3.08 it/sec | Loss 0.5839 | Reco 0.5839 | Nsdr 1.125
[2024-12-12 14:42:41,480][demucs.solver][INFO] - Valid | Epoch 230 | 2/20 | 3.51 it/sec | Loss 0.4534 | Reco 0.4534 | Nsdr 1.096
[2024-12-12 14:42:41,659][demucs.solver][INFO] - Valid | Epoch 230 | 3/20 | 3.88 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.122
[2024-12-12 14:42:41,835][demucs.solver][INFO] - Valid | Epoch 230 | 4/20 | 4.14 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.134
[2024-12-12 14:42:41,995][demucs.solver][INFO] - Valid | Epoch 230 | 5/20 | 4.39 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.119
[2024-12-12 14:42:42,200][demucs.solver][INFO] - Valid | Epoch 230 | 6/20 | 4.45 it/sec | Loss 0.5241 | Reco 0.5241 | Nsdr 1.122
[2024-12-12 14:42:42,386][demucs.solver][INFO] - Valid | Epoch 230 | 7/20 | 4.55 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.128
[2024-12-12 14:42:42,584][demucs.solver][INFO] - Valid | Epoch 230 | 8/20 | 4.60 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.122
[2024-12-12 14:42:42,786][demucs.solver][INFO] - Valid | Epoch 230 | 9/20 | 4.63 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.125
[2024-12-12 14:42:42,962][demucs.solver][INFO] - Valid | Epoch 230 | 10/20 | 4.71 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.114
[2024-12-12 14:42:43,166][demucs.solver][INFO] - Valid | Epoch 230 | 11/20 | 4.73 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.108
[2024-12-12 14:42:43,346][demucs.solver][INFO] - Valid | Epoch 230 | 12/20 | 4.78 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.090
[2024-12-12 14:42:43,526][demucs.solver][INFO] - Valid | Epoch 230 | 13/20 | 4.83 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.090
[2024-12-12 14:42:43,734][demucs.solver][INFO] - Valid | Epoch 230 | 14/20 | 4.83 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.092
[2024-12-12 14:42:43,915][demucs.solver][INFO] - Valid | Epoch 230 | 15/20 | 4.87 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.095
[2024-12-12 14:42:44,133][demucs.solver][INFO] - Valid | Epoch 230 | 16/20 | 4.85 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.098
[2024-12-12 14:42:44,370][demucs.solver][INFO] - Valid | Epoch 230 | 17/20 | 4.81 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.104
[2024-12-12 14:42:44,563][demucs.solver][INFO] - Valid | Epoch 230 | 18/20 | 4.83 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.096
[2024-12-12 14:42:44,757][demucs.solver][INFO] - Valid | Epoch 230 | 19/20 | 4.84 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.101
[2024-12-12 14:42:45,170][demucs.solver][INFO] - Valid Summary | Epoch 230 | Loss=0.5501 | Reco=0.5501 | Nsdr=1.101 | Best=0.5446 | Bname=main
[2024-12-12 14:42:46,552][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:42:46,553][demucs.solver][INFO] - Training...
[2024-12-12 14:42:54,307][demucs.solver][INFO] - Train | Epoch 231 | 1/14 | 0.34 it/sec | Loss 0.2121 | Reco 0.2121 | Grad 0.0858
[2024-12-12 14:42:55,042][demucs.solver][INFO] - Train | Epoch 231 | 2/14 | 0.45 it/sec | Loss 0.2307 | Reco 0.2307 | Grad 0.1230
[2024-12-12 14:42:55,695][demucs.solver][INFO] - Train | Epoch 231 | 3/14 | 0.55 it/sec | Loss 0.2324 | Reco 0.2324 | Grad 0.1405
[2024-12-12 14:42:56,357][demucs.solver][INFO] - Train | Epoch 231 | 4/14 | 0.63 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 0.1560
[2024-12-12 14:42:57,145][demucs.solver][INFO] - Train | Epoch 231 | 5/14 | 0.69 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.1431
[2024-12-12 14:42:57,798][demucs.solver][INFO] - Train | Epoch 231 | 6/14 | 0.74 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 0.1533
[2024-12-12 14:42:58,497][demucs.solver][INFO] - Train | Epoch 231 | 7/14 | 0.79 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.1653
[2024-12-12 14:42:59,161][demucs.solver][INFO] - Train | Epoch 231 | 8/14 | 0.84 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.1827
[2024-12-12 14:42:59,810][demucs.solver][INFO] - Train | Epoch 231 | 9/14 | 0.88 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.1694
[2024-12-12 14:43:00,492][demucs.solver][INFO] - Train | Epoch 231 | 10/14 | 0.91 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.1674
[2024-12-12 14:43:01,175][demucs.solver][INFO] - Train | Epoch 231 | 11/14 | 0.94 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.1571
[2024-12-12 14:43:01,816][demucs.solver][INFO] - Train | Epoch 231 | 12/14 | 0.97 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.1507
[2024-12-12 14:43:02,478][demucs.solver][INFO] - Train | Epoch 231 | 13/14 | 0.99 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.1480
[2024-12-12 14:43:02,833][demucs.solver][INFO] - Train Summary | Epoch 231 | Loss=0.2534 | Reco=0.2534 | Grad=0.1480
[2024-12-12 14:43:02,833][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:43:02,834][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:43:05,047][demucs.solver][INFO] - Valid | Epoch 231 | 1/20 | 2.50 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.180
[2024-12-12 14:43:05,251][demucs.solver][INFO] - Valid | Epoch 231 | 2/20 | 2.99 it/sec | Loss 0.4503 | Reco 0.4503 | Nsdr 1.155
[2024-12-12 14:43:05,475][demucs.solver][INFO] - Valid | Epoch 231 | 3/20 | 3.26 it/sec | Loss 0.4967 | Reco 0.4967 | Nsdr 1.178
[2024-12-12 14:43:05,694][demucs.solver][INFO] - Valid | Epoch 231 | 4/20 | 3.45 it/sec | Loss 0.5152 | Reco 0.5152 | Nsdr 1.187
[2024-12-12 14:43:05,896][demucs.solver][INFO] - Valid | Epoch 231 | 5/20 | 3.64 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.173
[2024-12-12 14:43:06,073][demucs.solver][INFO] - Valid | Epoch 231 | 6/20 | 3.83 it/sec | Loss 0.5206 | Reco 0.5206 | Nsdr 1.171
[2024-12-12 14:43:06,300][demucs.solver][INFO] - Valid | Epoch 231 | 7/20 | 3.90 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.175
[2024-12-12 14:43:06,475][demucs.solver][INFO] - Valid | Epoch 231 | 8/20 | 4.04 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.170
[2024-12-12 14:43:06,673][demucs.solver][INFO] - Valid | Epoch 231 | 9/20 | 4.12 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.171
[2024-12-12 14:43:06,876][demucs.solver][INFO] - Valid | Epoch 231 | 10/20 | 4.18 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.158
[2024-12-12 14:43:07,032][demucs.solver][INFO] - Valid | Epoch 231 | 11/20 | 4.31 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.151
[2024-12-12 14:43:07,255][demucs.solver][INFO] - Valid | Epoch 231 | 12/20 | 4.32 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.131
[2024-12-12 14:43:07,474][demucs.solver][INFO] - Valid | Epoch 231 | 13/20 | 4.34 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.129
[2024-12-12 14:43:07,673][demucs.solver][INFO] - Valid | Epoch 231 | 14/20 | 4.38 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.130
[2024-12-12 14:43:07,893][demucs.solver][INFO] - Valid | Epoch 231 | 15/20 | 4.39 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.133
[2024-12-12 14:43:08,090][demucs.solver][INFO] - Valid | Epoch 231 | 16/20 | 4.42 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.135
[2024-12-12 14:43:08,309][demucs.solver][INFO] - Valid | Epoch 231 | 17/20 | 4.43 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.144
[2024-12-12 14:43:08,507][demucs.solver][INFO] - Valid | Epoch 231 | 18/20 | 4.46 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.137
[2024-12-12 14:43:08,703][demucs.solver][INFO] - Valid | Epoch 231 | 19/20 | 4.49 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.143
[2024-12-12 14:43:09,103][demucs.solver][INFO] - Valid Summary | Epoch 231 | Loss=0.5469 | Reco=0.5469 | Nsdr=1.143 | Best=0.5446 | Bname=main
[2024-12-12 14:43:10,493][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:43:10,494][demucs.solver][INFO] - Training...
[2024-12-12 14:43:17,231][demucs.solver][INFO] - Train | Epoch 232 | 1/14 | 0.38 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.1789
[2024-12-12 14:43:17,890][demucs.solver][INFO] - Train | Epoch 232 | 2/14 | 0.51 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.1474
[2024-12-12 14:43:18,878][demucs.solver][INFO] - Train | Epoch 232 | 3/14 | 0.58 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.1257
[2024-12-12 14:43:19,523][demucs.solver][INFO] - Train | Epoch 232 | 4/14 | 0.67 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.1128
[2024-12-12 14:43:20,171][demucs.solver][INFO] - Train | Epoch 232 | 5/14 | 0.74 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.1335
[2024-12-12 14:43:20,820][demucs.solver][INFO] - Train | Epoch 232 | 6/14 | 0.80 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.1212
[2024-12-12 14:43:21,459][demucs.solver][INFO] - Train | Epoch 232 | 7/14 | 0.85 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.1112
[2024-12-12 14:43:22,786][demucs.solver][INFO] - Train | Epoch 232 | 8/14 | 0.84 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.1054
[2024-12-12 14:43:23,421][demucs.solver][INFO] - Train | Epoch 232 | 9/14 | 0.88 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.1023
[2024-12-12 14:43:24,055][demucs.solver][INFO] - Train | Epoch 232 | 10/14 | 0.91 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.1030
[2024-12-12 14:43:24,685][demucs.solver][INFO] - Train | Epoch 232 | 11/14 | 0.95 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.0991
[2024-12-12 14:43:25,312][demucs.solver][INFO] - Train | Epoch 232 | 12/14 | 0.98 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.0994
[2024-12-12 14:43:25,940][demucs.solver][INFO] - Train | Epoch 232 | 13/14 | 1.01 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.0999
[2024-12-12 14:43:26,301][demucs.solver][INFO] - Train Summary | Epoch 232 | Loss=0.2555 | Reco=0.2555 | Grad=0.0999
[2024-12-12 14:43:26,302][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:43:26,302][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:43:28,725][demucs.solver][INFO] - Valid | Epoch 232 | 1/20 | 2.52 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.170
[2024-12-12 14:43:29,018][demucs.solver][INFO] - Valid | Epoch 232 | 2/20 | 2.76 it/sec | Loss 0.4512 | Reco 0.4512 | Nsdr 1.134
[2024-12-12 14:43:29,314][demucs.solver][INFO] - Valid | Epoch 232 | 3/20 | 2.90 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.161
[2024-12-12 14:43:29,525][demucs.solver][INFO] - Valid | Epoch 232 | 4/20 | 3.14 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.174
[2024-12-12 14:43:29,703][demucs.solver][INFO] - Valid | Epoch 232 | 5/20 | 3.39 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.164
[2024-12-12 14:43:29,877][demucs.solver][INFO] - Valid | Epoch 232 | 6/20 | 3.60 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.164
[2024-12-12 14:43:30,102][demucs.solver][INFO] - Valid | Epoch 232 | 7/20 | 3.69 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.169
[2024-12-12 14:43:30,300][demucs.solver][INFO] - Valid | Epoch 232 | 8/20 | 3.80 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.166
[2024-12-12 14:43:30,520][demucs.solver][INFO] - Valid | Epoch 232 | 9/20 | 3.86 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.168
[2024-12-12 14:43:30,719][demucs.solver][INFO] - Valid | Epoch 232 | 10/20 | 3.95 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.155
[2024-12-12 14:43:30,941][demucs.solver][INFO] - Valid | Epoch 232 | 11/20 | 3.99 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.148
[2024-12-12 14:43:31,098][demucs.solver][INFO] - Valid | Epoch 232 | 12/20 | 4.11 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.128
[2024-12-12 14:43:31,297][demucs.solver][INFO] - Valid | Epoch 232 | 13/20 | 4.16 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.127
[2024-12-12 14:43:31,519][demucs.solver][INFO] - Valid | Epoch 232 | 14/20 | 4.18 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.128
[2024-12-12 14:43:31,674][demucs.solver][INFO] - Valid | Epoch 232 | 15/20 | 4.28 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.131
[2024-12-12 14:43:31,878][demucs.solver][INFO] - Valid | Epoch 232 | 16/20 | 4.31 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.133
[2024-12-12 14:43:32,031][demucs.solver][INFO] - Valid | Epoch 232 | 17/20 | 4.39 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.141
[2024-12-12 14:43:32,209][demucs.solver][INFO] - Valid | Epoch 232 | 18/20 | 4.44 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.132
[2024-12-12 14:43:32,383][demucs.solver][INFO] - Valid | Epoch 232 | 19/20 | 4.49 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.139
[2024-12-12 14:43:32,791][demucs.solver][INFO] - Valid Summary | Epoch 232 | Loss=0.5470 | Reco=0.5470 | Nsdr=1.139 | Best=0.5446 | Bname=main
[2024-12-12 14:43:34,323][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:43:34,324][demucs.solver][INFO] - Training...
[2024-12-12 14:43:42,084][demucs.solver][INFO] - Train | Epoch 233 | 1/14 | 0.33 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0685
[2024-12-12 14:43:42,833][demucs.solver][INFO] - Train | Epoch 233 | 2/14 | 0.44 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.0829
[2024-12-12 14:43:43,484][demucs.solver][INFO] - Train | Epoch 233 | 3/14 | 0.53 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.0672
[2024-12-12 14:43:44,134][demucs.solver][INFO] - Train | Epoch 233 | 4/14 | 0.62 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.0723
[2024-12-12 14:43:44,782][demucs.solver][INFO] - Train | Epoch 233 | 5/14 | 0.68 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 0.0962
[2024-12-12 14:43:45,433][demucs.solver][INFO] - Train | Epoch 233 | 6/14 | 0.74 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.1088
[2024-12-12 14:43:46,079][demucs.solver][INFO] - Train | Epoch 233 | 7/14 | 0.79 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 0.1164
[2024-12-12 14:43:46,866][demucs.solver][INFO] - Train | Epoch 233 | 8/14 | 0.83 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.1110
[2024-12-12 14:43:47,509][demucs.solver][INFO] - Train | Epoch 233 | 9/14 | 0.87 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.1041
[2024-12-12 14:43:50,086][demucs.solver][INFO] - Train | Epoch 233 | 10/14 | 0.78 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.1054
[2024-12-12 14:43:50,725][demucs.solver][INFO] - Train | Epoch 233 | 11/14 | 0.82 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.1054
[2024-12-12 14:43:51,745][demucs.solver][INFO] - Train | Epoch 233 | 12/14 | 0.83 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.1060
[2024-12-12 14:43:52,419][demucs.solver][INFO] - Train | Epoch 233 | 13/14 | 0.85 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.1046
[2024-12-12 14:43:52,808][demucs.solver][INFO] - Train Summary | Epoch 233 | Loss=0.2479 | Reco=0.2479 | Grad=0.1046
[2024-12-12 14:43:52,809][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:43:52,809][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:43:55,474][demucs.solver][INFO] - Valid | Epoch 233 | 1/20 | 1.73 it/sec | Loss 0.5852 | Reco 0.5852 | Nsdr 1.092
[2024-12-12 14:43:55,783][demucs.solver][INFO] - Valid | Epoch 233 | 2/20 | 2.04 it/sec | Loss 0.4544 | Reco 0.4544 | Nsdr 1.065
[2024-12-12 14:43:56,275][demucs.solver][INFO] - Valid | Epoch 233 | 3/20 | 2.04 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.093
[2024-12-12 14:43:56,640][demucs.solver][INFO] - Valid | Epoch 233 | 4/20 | 2.15 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.108
[2024-12-12 14:43:57,127][demucs.solver][INFO] - Valid | Epoch 233 | 5/20 | 2.13 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.095
[2024-12-12 14:43:57,401][demucs.solver][INFO] - Valid | Epoch 233 | 6/20 | 2.27 it/sec | Loss 0.5252 | Reco 0.5252 | Nsdr 1.098
[2024-12-12 14:43:57,781][demucs.solver][INFO] - Valid | Epoch 233 | 7/20 | 2.31 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.104
[2024-12-12 14:43:58,119][demucs.solver][INFO] - Valid | Epoch 233 | 8/20 | 2.37 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.098
[2024-12-12 14:43:58,528][demucs.solver][INFO] - Valid | Epoch 233 | 9/20 | 2.37 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.101
[2024-12-12 14:43:58,807][demucs.solver][INFO] - Valid | Epoch 233 | 10/20 | 2.45 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.090
[2024-12-12 14:43:59,223][demucs.solver][INFO] - Valid | Epoch 233 | 11/20 | 2.44 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.084
[2024-12-12 14:43:59,561][demucs.solver][INFO] - Valid | Epoch 233 | 12/20 | 2.48 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.067
[2024-12-12 14:43:59,864][demucs.solver][INFO] - Valid | Epoch 233 | 13/20 | 2.52 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.067
[2024-12-12 14:44:00,277][demucs.solver][INFO] - Valid | Epoch 233 | 14/20 | 2.52 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.069
[2024-12-12 14:44:00,700][demucs.solver][INFO] - Valid | Epoch 233 | 15/20 | 2.51 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.073
[2024-12-12 14:44:01,030][demucs.solver][INFO] - Valid | Epoch 233 | 16/20 | 2.53 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.076
[2024-12-12 14:44:01,350][demucs.solver][INFO] - Valid | Epoch 233 | 17/20 | 2.56 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.079
[2024-12-12 14:44:01,690][demucs.solver][INFO] - Valid | Epoch 233 | 18/20 | 2.58 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.070
[2024-12-12 14:44:01,926][demucs.solver][INFO] - Valid | Epoch 233 | 19/20 | 2.63 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.076
[2024-12-12 14:44:02,340][demucs.solver][INFO] - Valid Summary | Epoch 233 | Loss=0.5514 | Reco=0.5514 | Nsdr=1.076 | Best=0.5446 | Bname=main
[2024-12-12 14:44:03,786][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:44:03,786][demucs.solver][INFO] - Training...
[2024-12-12 14:44:16,001][demucs.solver][INFO] - Train | Epoch 234 | 1/14 | 0.19 it/sec | Loss 0.2145 | Reco 0.2145 | Grad 0.1274
[2024-12-12 14:44:16,642][demucs.solver][INFO] - Train | Epoch 234 | 2/14 | 0.27 it/sec | Loss 0.2282 | Reco 0.2282 | Grad 0.1328
[2024-12-12 14:44:17,278][demucs.solver][INFO] - Train | Epoch 234 | 3/14 | 0.34 it/sec | Loss 0.2289 | Reco 0.2289 | Grad 0.1361
[2024-12-12 14:44:17,919][demucs.solver][INFO] - Train | Epoch 234 | 4/14 | 0.40 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 0.1645
[2024-12-12 14:44:18,560][demucs.solver][INFO] - Train | Epoch 234 | 5/14 | 0.45 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.1476
[2024-12-12 14:44:19,200][demucs.solver][INFO] - Train | Epoch 234 | 6/14 | 0.51 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.1647
[2024-12-12 14:44:19,829][demucs.solver][INFO] - Train | Epoch 234 | 7/14 | 0.55 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.1536
[2024-12-12 14:44:20,452][demucs.solver][INFO] - Train | Epoch 234 | 8/14 | 0.60 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.1407
[2024-12-12 14:44:21,078][demucs.solver][INFO] - Train | Epoch 234 | 9/14 | 0.64 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.1381
[2024-12-12 14:44:21,706][demucs.solver][INFO] - Train | Epoch 234 | 10/14 | 0.67 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.1338
[2024-12-12 14:44:22,351][demucs.solver][INFO] - Train | Epoch 234 | 11/14 | 0.71 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.1406
[2024-12-12 14:44:22,980][demucs.solver][INFO] - Train | Epoch 234 | 12/14 | 0.74 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.1364
[2024-12-12 14:44:23,609][demucs.solver][INFO] - Train | Epoch 234 | 13/14 | 0.77 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.1458
[2024-12-12 14:44:23,955][demucs.solver][INFO] - Train Summary | Epoch 234 | Loss=0.2452 | Reco=0.2452 | Grad=0.1458
[2024-12-12 14:44:23,956][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:44:23,956][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:44:27,051][demucs.solver][INFO] - Valid | Epoch 234 | 1/20 | 1.30 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.123
[2024-12-12 14:44:27,513][demucs.solver][INFO] - Valid | Epoch 234 | 2/20 | 1.50 it/sec | Loss 0.4537 | Reco 0.4537 | Nsdr 1.088
[2024-12-12 14:44:27,724][demucs.solver][INFO] - Valid | Epoch 234 | 3/20 | 1.81 it/sec | Loss 0.5000 | Reco 0.5000 | Nsdr 1.115
[2024-12-12 14:44:27,945][demucs.solver][INFO] - Valid | Epoch 234 | 4/20 | 2.06 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.131
[2024-12-12 14:44:28,167][demucs.solver][INFO] - Valid | Epoch 234 | 5/20 | 2.26 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.123
[2024-12-12 14:44:28,363][demucs.solver][INFO] - Valid | Epoch 234 | 6/20 | 2.45 it/sec | Loss 0.5236 | Reco 0.5236 | Nsdr 1.125
[2024-12-12 14:44:28,559][demucs.solver][INFO] - Valid | Epoch 234 | 7/20 | 2.63 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.131
[2024-12-12 14:44:28,735][demucs.solver][INFO] - Valid | Epoch 234 | 8/20 | 2.79 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.129
[2024-12-12 14:44:28,932][demucs.solver][INFO] - Valid | Epoch 234 | 9/20 | 2.92 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.133
[2024-12-12 14:44:29,129][demucs.solver][INFO] - Valid | Epoch 234 | 10/20 | 3.04 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.121
[2024-12-12 14:44:29,329][demucs.solver][INFO] - Valid | Epoch 234 | 11/20 | 3.14 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.114
[2024-12-12 14:44:29,501][demucs.solver][INFO] - Valid | Epoch 234 | 12/20 | 3.26 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.095
[2024-12-12 14:44:29,678][demucs.solver][INFO] - Valid | Epoch 234 | 13/20 | 3.36 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.094
[2024-12-12 14:44:29,883][demucs.solver][INFO] - Valid | Epoch 234 | 14/20 | 3.43 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.095
[2024-12-12 14:44:30,059][demucs.solver][INFO] - Valid | Epoch 234 | 15/20 | 3.52 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.099
[2024-12-12 14:44:30,264][demucs.solver][INFO] - Valid | Epoch 234 | 16/20 | 3.58 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.101
[2024-12-12 14:44:30,441][demucs.solver][INFO] - Valid | Epoch 234 | 17/20 | 3.65 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.107
[2024-12-12 14:44:30,595][demucs.solver][INFO] - Valid | Epoch 234 | 18/20 | 3.74 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.098
[2024-12-12 14:44:30,792][demucs.solver][INFO] - Valid | Epoch 234 | 19/20 | 3.79 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.104
[2024-12-12 14:44:31,206][demucs.solver][INFO] - Valid Summary | Epoch 234 | Loss=0.5496 | Reco=0.5496 | Nsdr=1.104 | Best=0.5446 | Bname=main
[2024-12-12 14:44:32,533][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:44:32,533][demucs.solver][INFO] - Training...
[2024-12-12 14:44:42,658][demucs.solver][INFO] - Train | Epoch 235 | 1/14 | 0.23 it/sec | Loss 0.2695 | Reco 0.2695 | Grad 0.1022
[2024-12-12 14:44:43,298][demucs.solver][INFO] - Train | Epoch 235 | 2/14 | 0.33 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 0.1118
[2024-12-12 14:44:43,950][demucs.solver][INFO] - Train | Epoch 235 | 3/14 | 0.41 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 0.1142
[2024-12-12 14:44:44,590][demucs.solver][INFO] - Train | Epoch 235 | 4/14 | 0.48 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.1025
[2024-12-12 14:44:45,232][demucs.solver][INFO] - Train | Epoch 235 | 5/14 | 0.54 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.0922
[2024-12-12 14:44:45,877][demucs.solver][INFO] - Train | Epoch 235 | 6/14 | 0.59 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0997
[2024-12-12 14:44:46,536][demucs.solver][INFO] - Train | Epoch 235 | 7/14 | 0.64 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0996
[2024-12-12 14:44:47,174][demucs.solver][INFO] - Train | Epoch 235 | 8/14 | 0.69 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.0952
[2024-12-12 14:44:47,839][demucs.solver][INFO] - Train | Epoch 235 | 9/14 | 0.73 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.1065
[2024-12-12 14:44:48,474][demucs.solver][INFO] - Train | Epoch 235 | 10/14 | 0.76 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.1121
[2024-12-12 14:44:49,111][demucs.solver][INFO] - Train | Epoch 235 | 11/14 | 0.80 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.1107
[2024-12-12 14:44:49,750][demucs.solver][INFO] - Train | Epoch 235 | 12/14 | 0.83 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.1094
[2024-12-12 14:44:50,426][demucs.solver][INFO] - Train | Epoch 235 | 13/14 | 0.86 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.1097
[2024-12-12 14:44:50,769][demucs.solver][INFO] - Train Summary | Epoch 235 | Loss=0.2455 | Reco=0.2455 | Grad=0.1097
[2024-12-12 14:44:50,770][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:44:50,770][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:44:53,600][demucs.solver][INFO] - Valid | Epoch 235 | 1/20 | 1.73 it/sec | Loss 0.5840 | Reco 0.5840 | Nsdr 1.111
[2024-12-12 14:44:53,986][demucs.solver][INFO] - Valid | Epoch 235 | 2/20 | 1.95 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.078
[2024-12-12 14:44:54,278][demucs.solver][INFO] - Valid | Epoch 235 | 3/20 | 2.18 it/sec | Loss 0.5001 | Reco 0.5001 | Nsdr 1.108
[2024-12-12 14:44:54,671][demucs.solver][INFO] - Valid | Epoch 235 | 4/20 | 2.25 it/sec | Loss 0.5185 | Reco 0.5185 | Nsdr 1.127
[2024-12-12 14:44:55,065][demucs.solver][INFO] - Valid | Epoch 235 | 5/20 | 2.29 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.122
[2024-12-12 14:44:55,462][demucs.solver][INFO] - Valid | Epoch 235 | 6/20 | 2.32 it/sec | Loss 0.5233 | Reco 0.5233 | Nsdr 1.125
[2024-12-12 14:44:55,853][demucs.solver][INFO] - Valid | Epoch 235 | 7/20 | 2.35 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.132
[2024-12-12 14:44:56,137][demucs.solver][INFO] - Valid | Epoch 235 | 8/20 | 2.44 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.131
[2024-12-12 14:44:56,375][demucs.solver][INFO] - Valid | Epoch 235 | 9/20 | 2.54 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.136
[2024-12-12 14:44:57,026][demucs.solver][INFO] - Valid | Epoch 235 | 10/20 | 2.40 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.122
[2024-12-12 14:44:57,210][demucs.solver][INFO] - Valid | Epoch 235 | 11/20 | 2.52 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.115
[2024-12-12 14:44:57,538][demucs.solver][INFO] - Valid | Epoch 235 | 12/20 | 2.55 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.096
[2024-12-12 14:44:57,850][demucs.solver][INFO] - Valid | Epoch 235 | 13/20 | 2.59 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.096
[2024-12-12 14:44:58,048][demucs.solver][INFO] - Valid | Epoch 235 | 14/20 | 2.68 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.098
[2024-12-12 14:44:58,247][demucs.solver][INFO] - Valid | Epoch 235 | 15/20 | 2.76 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.101
[2024-12-12 14:44:58,464][demucs.solver][INFO] - Valid | Epoch 235 | 16/20 | 2.82 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.103
[2024-12-12 14:44:58,660][demucs.solver][INFO] - Valid | Epoch 235 | 17/20 | 2.90 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.107
[2024-12-12 14:44:58,877][demucs.solver][INFO] - Valid | Epoch 235 | 18/20 | 2.95 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.097
[2024-12-12 14:44:59,058][demucs.solver][INFO] - Valid | Epoch 235 | 19/20 | 3.02 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.104
[2024-12-12 14:44:59,446][demucs.solver][INFO] - Valid Summary | Epoch 235 | Loss=0.5494 | Reco=0.5494 | Nsdr=1.104 | Best=0.5446 | Bname=main
[2024-12-12 14:45:00,766][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:45:00,766][demucs.solver][INFO] - Training...
[2024-12-12 14:45:08,185][demucs.solver][INFO] - Train | Epoch 236 | 1/14 | 0.35 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0616
[2024-12-12 14:45:08,840][demucs.solver][INFO] - Train | Epoch 236 | 2/14 | 0.47 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.0708
[2024-12-12 14:45:09,498][demucs.solver][INFO] - Train | Epoch 236 | 3/14 | 0.56 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0637
[2024-12-12 14:45:10,142][demucs.solver][INFO] - Train | Epoch 236 | 4/14 | 0.65 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0580
[2024-12-12 14:45:10,786][demucs.solver][INFO] - Train | Epoch 236 | 5/14 | 0.72 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0521
[2024-12-12 14:45:11,427][demucs.solver][INFO] - Train | Epoch 236 | 6/14 | 0.78 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.0513
[2024-12-12 14:45:12,064][demucs.solver][INFO] - Train | Epoch 236 | 7/14 | 0.83 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.0585
[2024-12-12 14:45:12,698][demucs.solver][INFO] - Train | Epoch 236 | 8/14 | 0.87 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0803
[2024-12-12 14:45:13,334][demucs.solver][INFO] - Train | Epoch 236 | 9/14 | 0.91 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.0922
[2024-12-12 14:45:13,971][demucs.solver][INFO] - Train | Epoch 236 | 10/14 | 0.95 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.1042
[2024-12-12 14:45:16,381][demucs.solver][INFO] - Train | Epoch 236 | 11/14 | 0.86 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.1038
[2024-12-12 14:45:17,026][demucs.solver][INFO] - Train | Epoch 236 | 12/14 | 0.89 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.1006
[2024-12-12 14:45:17,669][demucs.solver][INFO] - Train | Epoch 236 | 13/14 | 0.92 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.1020
[2024-12-12 14:45:18,013][demucs.solver][INFO] - Train Summary | Epoch 236 | Loss=0.2513 | Reco=0.2513 | Grad=0.1020
[2024-12-12 14:45:18,014][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:45:18,014][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:45:21,626][demucs.solver][INFO] - Valid | Epoch 236 | 1/20 | 1.12 it/sec | Loss 0.5843 | Reco 0.5843 | Nsdr 1.116
[2024-12-12 14:45:22,095][demucs.solver][INFO] - Valid | Epoch 236 | 2/20 | 1.33 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 1.080
[2024-12-12 14:45:22,445][demucs.solver][INFO] - Valid | Epoch 236 | 3/20 | 1.54 it/sec | Loss 0.5003 | Reco 0.5003 | Nsdr 1.110
[2024-12-12 14:45:22,781][demucs.solver][INFO] - Valid | Epoch 236 | 4/20 | 1.70 it/sec | Loss 0.5188 | Reco 0.5188 | Nsdr 1.127
[2024-12-12 14:45:23,286][demucs.solver][INFO] - Valid | Epoch 236 | 5/20 | 1.74 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.119
[2024-12-12 14:45:23,810][demucs.solver][INFO] - Valid | Epoch 236 | 6/20 | 1.77 it/sec | Loss 0.5239 | Reco 0.5239 | Nsdr 1.122
[2024-12-12 14:45:24,243][demucs.solver][INFO] - Valid | Epoch 236 | 7/20 | 1.82 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.128
[2024-12-12 14:45:24,620][demucs.solver][INFO] - Valid | Epoch 236 | 8/20 | 1.89 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.125
[2024-12-12 14:45:25,016][demucs.solver][INFO] - Valid | Epoch 236 | 9/20 | 1.93 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.130
[2024-12-12 14:45:25,427][demucs.solver][INFO] - Valid | Epoch 236 | 10/20 | 1.97 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.117
[2024-12-12 14:45:25,642][demucs.solver][INFO] - Valid | Epoch 236 | 11/20 | 2.07 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.110
[2024-12-12 14:45:26,077][demucs.solver][INFO] - Valid | Epoch 236 | 12/20 | 2.09 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.091
[2024-12-12 14:45:26,338][demucs.solver][INFO] - Valid | Epoch 236 | 13/20 | 2.16 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.090
[2024-12-12 14:45:26,704][demucs.solver][INFO] - Valid | Epoch 236 | 14/20 | 2.19 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.092
[2024-12-12 14:45:27,098][demucs.solver][INFO] - Valid | Epoch 236 | 15/20 | 2.21 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.095
[2024-12-12 14:45:27,371][demucs.solver][INFO] - Valid | Epoch 236 | 16/20 | 2.26 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.097
[2024-12-12 14:45:27,605][demucs.solver][INFO] - Valid | Epoch 236 | 17/20 | 2.32 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.104
[2024-12-12 14:45:27,810][demucs.solver][INFO] - Valid | Epoch 236 | 18/20 | 2.39 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.094
[2024-12-12 14:45:28,084][demucs.solver][INFO] - Valid | Epoch 236 | 19/20 | 2.43 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.100
[2024-12-12 14:45:28,499][demucs.solver][INFO] - Valid Summary | Epoch 236 | Loss=0.5499 | Reco=0.5499 | Nsdr=1.100 | Best=0.5446 | Bname=main
[2024-12-12 14:45:29,899][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:45:29,901][demucs.solver][INFO] - Training...
[2024-12-12 14:45:38,388][demucs.solver][INFO] - Train | Epoch 237 | 1/14 | 0.29 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0617
[2024-12-12 14:45:39,315][demucs.solver][INFO] - Train | Epoch 237 | 2/14 | 0.38 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.0539
[2024-12-12 14:45:39,958][demucs.solver][INFO] - Train | Epoch 237 | 3/14 | 0.47 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.1022
[2024-12-12 14:45:40,610][demucs.solver][INFO] - Train | Epoch 237 | 4/14 | 0.54 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.0932
[2024-12-12 14:45:41,248][demucs.solver][INFO] - Train | Epoch 237 | 5/14 | 0.61 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.0875
[2024-12-12 14:45:41,890][demucs.solver][INFO] - Train | Epoch 237 | 6/14 | 0.67 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0994
[2024-12-12 14:45:42,530][demucs.solver][INFO] - Train | Epoch 237 | 7/14 | 0.72 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.0973
[2024-12-12 14:45:43,170][demucs.solver][INFO] - Train | Epoch 237 | 8/14 | 0.76 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0972
[2024-12-12 14:45:43,803][demucs.solver][INFO] - Train | Epoch 237 | 9/14 | 0.81 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.0932
[2024-12-12 14:45:44,436][demucs.solver][INFO] - Train | Epoch 237 | 10/14 | 0.84 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0905
[2024-12-12 14:45:45,069][demucs.solver][INFO] - Train | Epoch 237 | 11/14 | 0.88 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0893
[2024-12-12 14:45:46,939][demucs.solver][INFO] - Train | Epoch 237 | 12/14 | 0.84 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0923
[2024-12-12 14:45:47,593][demucs.solver][INFO] - Train | Epoch 237 | 13/14 | 0.86 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.0929
[2024-12-12 14:45:47,918][demucs.solver][INFO] - Train Summary | Epoch 237 | Loss=0.2484 | Reco=0.2484 | Grad=0.0929
[2024-12-12 14:45:47,919][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:45:47,919][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:45:50,092][demucs.solver][INFO] - Valid | Epoch 237 | 1/20 | 2.99 it/sec | Loss 0.5865 | Reco 0.5865 | Nsdr 1.082
[2024-12-12 14:45:50,272][demucs.solver][INFO] - Valid | Epoch 237 | 2/20 | 3.54 it/sec | Loss 0.4555 | Reco 0.4555 | Nsdr 1.050
[2024-12-12 14:45:50,482][demucs.solver][INFO] - Valid | Epoch 237 | 3/20 | 3.78 it/sec | Loss 0.5022 | Reco 0.5022 | Nsdr 1.078
[2024-12-12 14:45:50,638][demucs.solver][INFO] - Valid | Epoch 237 | 4/20 | 4.12 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.095
[2024-12-12 14:45:50,818][demucs.solver][INFO] - Valid | Epoch 237 | 5/20 | 4.30 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.085
[2024-12-12 14:45:51,045][demucs.solver][INFO] - Valid | Epoch 237 | 6/20 | 4.32 it/sec | Loss 0.5262 | Reco 0.5262 | Nsdr 1.089
[2024-12-12 14:45:51,263][demucs.solver][INFO] - Valid | Epoch 237 | 7/20 | 4.35 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.096
[2024-12-12 14:45:51,462][demucs.solver][INFO] - Valid | Epoch 237 | 8/20 | 4.42 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.091
[2024-12-12 14:45:51,641][demucs.solver][INFO] - Valid | Epoch 237 | 9/20 | 4.51 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.094
[2024-12-12 14:45:51,869][demucs.solver][INFO] - Valid | Epoch 237 | 10/20 | 4.50 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.083
[2024-12-12 14:45:52,073][demucs.solver][INFO] - Valid | Epoch 237 | 11/20 | 4.53 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.076
[2024-12-12 14:45:52,287][demucs.solver][INFO] - Valid | Epoch 237 | 12/20 | 4.54 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.059
[2024-12-12 14:45:52,483][demucs.solver][INFO] - Valid | Epoch 237 | 13/20 | 4.58 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 1.059
[2024-12-12 14:45:52,680][demucs.solver][INFO] - Valid | Epoch 237 | 14/20 | 4.61 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.061
[2024-12-12 14:45:52,856][demucs.solver][INFO] - Valid | Epoch 237 | 15/20 | 4.66 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.064
[2024-12-12 14:45:53,032][demucs.solver][INFO] - Valid | Epoch 237 | 16/20 | 4.71 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.067
[2024-12-12 14:45:53,228][demucs.solver][INFO] - Valid | Epoch 237 | 17/20 | 4.73 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.072
[2024-12-12 14:45:53,408][demucs.solver][INFO] - Valid | Epoch 237 | 18/20 | 4.77 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.062
[2024-12-12 14:45:53,606][demucs.solver][INFO] - Valid | Epoch 237 | 19/20 | 4.78 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.069
[2024-12-12 14:45:54,009][demucs.solver][INFO] - Valid Summary | Epoch 237 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.069 | Best=0.5446 | Bname=main
[2024-12-12 14:45:55,411][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:45:55,411][demucs.solver][INFO] - Training...
[2024-12-12 14:46:02,446][demucs.solver][INFO] - Train | Epoch 238 | 1/14 | 0.39 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.1217
[2024-12-12 14:46:03,154][demucs.solver][INFO] - Train | Epoch 238 | 2/14 | 0.51 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.1061
[2024-12-12 14:46:03,797][demucs.solver][INFO] - Train | Epoch 238 | 3/14 | 0.61 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.1124
[2024-12-12 14:46:04,485][demucs.solver][INFO] - Train | Epoch 238 | 4/14 | 0.69 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.1254
[2024-12-12 14:46:05,133][demucs.solver][INFO] - Train | Epoch 238 | 5/14 | 0.76 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.1097
[2024-12-12 14:46:05,888][demucs.solver][INFO] - Train | Epoch 238 | 6/14 | 0.81 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.0992
[2024-12-12 14:46:06,551][demucs.solver][INFO] - Train | Epoch 238 | 7/14 | 0.86 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.1021
[2024-12-12 14:46:07,285][demucs.solver][INFO] - Train | Epoch 238 | 8/14 | 0.90 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.1046
[2024-12-12 14:46:08,028][demucs.solver][INFO] - Train | Epoch 238 | 9/14 | 0.93 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.1055
[2024-12-12 14:46:08,757][demucs.solver][INFO] - Train | Epoch 238 | 10/14 | 0.96 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.1100
[2024-12-12 14:46:09,386][demucs.solver][INFO] - Train | Epoch 238 | 11/14 | 0.99 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.1048
[2024-12-12 14:46:10,016][demucs.solver][INFO] - Train | Epoch 238 | 12/14 | 1.02 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.1036
[2024-12-12 14:46:10,646][demucs.solver][INFO] - Train | Epoch 238 | 13/14 | 1.05 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.1063
[2024-12-12 14:46:11,011][demucs.solver][INFO] - Train Summary | Epoch 238 | Loss=0.2476 | Reco=0.2476 | Grad=0.1063
[2024-12-12 14:46:11,011][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:46:11,011][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:46:13,553][demucs.solver][INFO] - Valid | Epoch 238 | 1/20 | 2.01 it/sec | Loss 0.5846 | Reco 0.5846 | Nsdr 1.106
[2024-12-12 14:46:13,928][demucs.solver][INFO] - Valid | Epoch 238 | 2/20 | 2.19 it/sec | Loss 0.4542 | Reco 0.4542 | Nsdr 1.069
[2024-12-12 14:46:14,341][demucs.solver][INFO] - Valid | Epoch 238 | 3/20 | 2.24 it/sec | Loss 0.5007 | Reco 0.5007 | Nsdr 1.099
[2024-12-12 14:46:14,629][demucs.solver][INFO] - Valid | Epoch 238 | 4/20 | 2.41 it/sec | Loss 0.5191 | Reco 0.5191 | Nsdr 1.118
[2024-12-12 14:46:15,063][demucs.solver][INFO] - Valid | Epoch 238 | 5/20 | 2.40 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.111
[2024-12-12 14:46:15,344][demucs.solver][INFO] - Valid | Epoch 238 | 6/20 | 2.51 it/sec | Loss 0.5241 | Reco 0.5241 | Nsdr 1.114
[2024-12-12 14:46:15,535][demucs.solver][INFO] - Valid | Epoch 238 | 7/20 | 2.69 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.121
[2024-12-12 14:46:15,728][demucs.solver][INFO] - Valid | Epoch 238 | 8/20 | 2.84 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.119
[2024-12-12 14:46:15,927][demucs.solver][INFO] - Valid | Epoch 238 | 9/20 | 2.97 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.123
[2024-12-12 14:46:16,123][demucs.solver][INFO] - Valid | Epoch 238 | 10/20 | 3.08 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.110
[2024-12-12 14:46:16,347][demucs.solver][INFO] - Valid | Epoch 238 | 11/20 | 3.17 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.103
[2024-12-12 14:46:16,567][demucs.solver][INFO] - Valid | Epoch 238 | 12/20 | 3.24 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.085
[2024-12-12 14:46:16,770][demucs.solver][INFO] - Valid | Epoch 238 | 13/20 | 3.32 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.085
[2024-12-12 14:46:16,993][demucs.solver][INFO] - Valid | Epoch 238 | 14/20 | 3.38 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.087
[2024-12-12 14:46:17,148][demucs.solver][INFO] - Valid | Epoch 238 | 15/20 | 3.49 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.091
[2024-12-12 14:46:17,350][demucs.solver][INFO] - Valid | Epoch 238 | 16/20 | 3.55 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.093
[2024-12-12 14:46:17,510][demucs.solver][INFO] - Valid | Epoch 238 | 17/20 | 3.63 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.098
[2024-12-12 14:46:17,732][demucs.solver][INFO] - Valid | Epoch 238 | 18/20 | 3.67 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.087
[2024-12-12 14:46:17,914][demucs.solver][INFO] - Valid | Epoch 238 | 19/20 | 3.73 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.094
[2024-12-12 14:46:18,552][demucs.solver][INFO] - Valid Summary | Epoch 238 | Loss=0.5501 | Reco=0.5501 | Nsdr=1.094 | Best=0.5446 | Bname=main
[2024-12-12 14:46:19,912][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:46:19,912][demucs.solver][INFO] - Training...
[2024-12-12 14:46:26,452][demucs.solver][INFO] - Train | Epoch 239 | 1/14 | 0.40 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.0899
[2024-12-12 14:46:27,104][demucs.solver][INFO] - Train | Epoch 239 | 2/14 | 0.53 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.0850
[2024-12-12 14:46:27,906][demucs.solver][INFO] - Train | Epoch 239 | 3/14 | 0.62 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0788
[2024-12-12 14:46:28,550][demucs.solver][INFO] - Train | Epoch 239 | 4/14 | 0.70 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.0776
[2024-12-12 14:46:29,248][demucs.solver][INFO] - Train | Epoch 239 | 5/14 | 0.77 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.0702
[2024-12-12 14:46:29,910][demucs.solver][INFO] - Train | Epoch 239 | 6/14 | 0.83 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.0760
[2024-12-12 14:46:30,552][demucs.solver][INFO] - Train | Epoch 239 | 7/14 | 0.88 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0831
[2024-12-12 14:46:31,188][demucs.solver][INFO] - Train | Epoch 239 | 8/14 | 0.92 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0845
[2024-12-12 14:46:31,828][demucs.solver][INFO] - Train | Epoch 239 | 9/14 | 0.96 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0820
[2024-12-12 14:46:32,466][demucs.solver][INFO] - Train | Epoch 239 | 10/14 | 1.00 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0777
[2024-12-12 14:46:33,098][demucs.solver][INFO] - Train | Epoch 239 | 11/14 | 1.03 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0742
[2024-12-12 14:46:33,726][demucs.solver][INFO] - Train | Epoch 239 | 12/14 | 1.06 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.0720
[2024-12-12 14:46:34,361][demucs.solver][INFO] - Train | Epoch 239 | 13/14 | 1.08 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.0733
[2024-12-12 14:46:34,709][demucs.solver][INFO] - Train Summary | Epoch 239 | Loss=0.2526 | Reco=0.2526 | Grad=0.0733
[2024-12-12 14:46:34,709][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:46:34,709][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:46:37,131][demucs.solver][INFO] - Valid | Epoch 239 | 1/20 | 2.50 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.126
[2024-12-12 14:46:37,478][demucs.solver][INFO] - Valid | Epoch 239 | 2/20 | 2.61 it/sec | Loss 0.4531 | Reco 0.4531 | Nsdr 1.087
[2024-12-12 14:46:37,791][demucs.solver][INFO] - Valid | Epoch 239 | 3/20 | 2.74 it/sec | Loss 0.4994 | Reco 0.4994 | Nsdr 1.119
[2024-12-12 14:46:38,026][demucs.solver][INFO] - Valid | Epoch 239 | 4/20 | 2.95 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.139
[2024-12-12 14:46:38,312][demucs.solver][INFO] - Valid | Epoch 239 | 5/20 | 3.03 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.133
[2024-12-12 14:46:38,511][demucs.solver][INFO] - Valid | Epoch 239 | 6/20 | 3.21 it/sec | Loss 0.5226 | Reco 0.5226 | Nsdr 1.135
[2024-12-12 14:46:38,673][demucs.solver][INFO] - Valid | Epoch 239 | 7/20 | 3.42 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.142
[2024-12-12 14:46:38,874][demucs.solver][INFO] - Valid | Epoch 239 | 8/20 | 3.54 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.141
[2024-12-12 14:46:39,054][demucs.solver][INFO] - Valid | Epoch 239 | 9/20 | 3.67 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.146
[2024-12-12 14:46:39,252][demucs.solver][INFO] - Valid | Epoch 239 | 10/20 | 3.76 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.133
[2024-12-12 14:46:39,472][demucs.solver][INFO] - Valid | Epoch 239 | 11/20 | 3.82 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.126
[2024-12-12 14:46:39,695][demucs.solver][INFO] - Valid | Epoch 239 | 12/20 | 3.86 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.107
[2024-12-12 14:46:39,895][demucs.solver][INFO] - Valid | Epoch 239 | 13/20 | 3.93 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.106
[2024-12-12 14:46:40,101][demucs.solver][INFO] - Valid | Epoch 239 | 14/20 | 3.98 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.108
[2024-12-12 14:46:40,298][demucs.solver][INFO] - Valid | Epoch 239 | 15/20 | 4.03 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.112
[2024-12-12 14:46:40,471][demucs.solver][INFO] - Valid | Epoch 239 | 16/20 | 4.11 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.114
[2024-12-12 14:46:40,667][demucs.solver][INFO] - Valid | Epoch 239 | 17/20 | 4.15 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.120
[2024-12-12 14:46:40,819][demucs.solver][INFO] - Valid | Epoch 239 | 18/20 | 4.23 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.109
[2024-12-12 14:46:41,039][demucs.solver][INFO] - Valid | Epoch 239 | 19/20 | 4.25 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.116
[2024-12-12 14:46:41,616][demucs.solver][INFO] - Valid Summary | Epoch 239 | Loss=0.5485 | Reco=0.5485 | Nsdr=1.116 | Best=0.5446 | Bname=main
[2024-12-12 14:46:42,940][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:46:42,941][demucs.solver][INFO] - Training...
[2024-12-12 14:46:52,264][demucs.solver][INFO] - Train | Epoch 240 | 1/14 | 0.26 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.1159
[2024-12-12 14:46:53,028][demucs.solver][INFO] - Train | Epoch 240 | 2/14 | 0.36 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.0977
[2024-12-12 14:46:53,672][demucs.solver][INFO] - Train | Epoch 240 | 3/14 | 0.45 it/sec | Loss 0.2660 | Reco 0.2660 | Grad 0.0936
[2024-12-12 14:46:54,316][demucs.solver][INFO] - Train | Epoch 240 | 4/14 | 0.52 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.0957
[2024-12-12 14:46:54,959][demucs.solver][INFO] - Train | Epoch 240 | 5/14 | 0.58 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.0851
[2024-12-12 14:46:55,600][demucs.solver][INFO] - Train | Epoch 240 | 6/14 | 0.64 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.0901
[2024-12-12 14:46:56,240][demucs.solver][INFO] - Train | Epoch 240 | 7/14 | 0.69 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.0849
[2024-12-12 14:46:56,877][demucs.solver][INFO] - Train | Epoch 240 | 8/14 | 0.74 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0802
[2024-12-12 14:46:57,508][demucs.solver][INFO] - Train | Epoch 240 | 9/14 | 0.78 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.0867
[2024-12-12 14:46:58,132][demucs.solver][INFO] - Train | Epoch 240 | 10/14 | 0.82 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.0825
[2024-12-12 14:46:58,764][demucs.solver][INFO] - Train | Epoch 240 | 11/14 | 0.85 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.0899
[2024-12-12 14:46:59,398][demucs.solver][INFO] - Train | Epoch 240 | 12/14 | 0.88 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0878
[2024-12-12 14:47:00,028][demucs.solver][INFO] - Train | Epoch 240 | 13/14 | 0.91 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0871
[2024-12-12 14:47:00,366][demucs.solver][INFO] - Train Summary | Epoch 240 | Loss=0.2449 | Reco=0.2449 | Grad=0.0871
[2024-12-12 14:47:00,367][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:47:00,367][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:47:03,916][demucs.solver][INFO] - Valid | Epoch 240 | 1/20 | 1.04 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.194
[2024-12-12 14:47:04,806][demucs.solver][INFO] - Valid | Epoch 240 | 2/20 | 1.06 it/sec | Loss 0.4498 | Reco 0.4498 | Nsdr 1.151
[2024-12-12 14:47:05,345][demucs.solver][INFO] - Valid | Epoch 240 | 3/20 | 1.19 it/sec | Loss 0.4958 | Reco 0.4958 | Nsdr 1.181
[2024-12-12 14:47:05,858][demucs.solver][INFO] - Valid | Epoch 240 | 4/20 | 1.29 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.200
[2024-12-12 14:47:06,119][demucs.solver][INFO] - Valid | Epoch 240 | 5/20 | 1.45 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.192
[2024-12-12 14:47:06,427][demucs.solver][INFO] - Valid | Epoch 240 | 6/20 | 1.58 it/sec | Loss 0.5187 | Reco 0.5187 | Nsdr 1.193
[2024-12-12 14:47:06,734][demucs.solver][INFO] - Valid | Epoch 240 | 7/20 | 1.68 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.199
[2024-12-12 14:47:07,002][demucs.solver][INFO] - Valid | Epoch 240 | 8/20 | 1.79 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.197
[2024-12-12 14:47:07,254][demucs.solver][INFO] - Valid | Epoch 240 | 9/20 | 1.90 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.201
[2024-12-12 14:47:07,572][demucs.solver][INFO] - Valid | Epoch 240 | 10/20 | 1.97 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.187
[2024-12-12 14:47:07,813][demucs.solver][INFO] - Valid | Epoch 240 | 11/20 | 2.06 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.179
[2024-12-12 14:47:08,080][demucs.solver][INFO] - Valid | Epoch 240 | 12/20 | 2.13 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.159
[2024-12-12 14:47:08,317][demucs.solver][INFO] - Valid | Epoch 240 | 13/20 | 2.21 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.158
[2024-12-12 14:47:08,542][demucs.solver][INFO] - Valid | Epoch 240 | 14/20 | 2.29 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.160
[2024-12-12 14:47:08,788][demucs.solver][INFO] - Valid | Epoch 240 | 15/20 | 2.35 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.164
[2024-12-12 14:47:09,101][demucs.solver][INFO] - Valid | Epoch 240 | 16/20 | 2.39 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.166
[2024-12-12 14:47:09,284][demucs.solver][INFO] - Valid | Epoch 240 | 17/20 | 2.47 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.173
[2024-12-12 14:47:09,437][demucs.solver][INFO] - Valid | Epoch 240 | 18/20 | 2.55 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.163
[2024-12-12 14:47:09,662][demucs.solver][INFO] - Valid | Epoch 240 | 19/20 | 2.61 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.170
[2024-12-12 14:47:10,061][demucs.solver][INFO] - Valid Summary | Epoch 240 | Loss=0.5448 | Reco=0.5448 | Nsdr=1.170 | Best=0.5446 | Bname=main
[2024-12-12 14:47:10,062][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:47:10,062][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 14:47:23,731][demucs.evaluate][INFO] - Eval | 1/20 | 0.30 it/sec
[2024-12-12 14:47:27,262][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 14:47:30,603][demucs.evaluate][INFO] - Eval | 3/20 | 0.30 it/sec
[2024-12-12 14:47:33,934][demucs.evaluate][INFO] - Eval | 4/20 | 0.30 it/sec
[2024-12-12 14:47:37,450][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 14:47:40,930][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 14:47:44,325][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 14:47:47,762][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 14:47:51,072][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 14:47:54,423][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 14:47:57,854][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 14:48:01,257][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 14:48:04,656][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 14:48:08,114][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 14:48:11,513][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 14:48:14,819][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 14:48:18,168][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 14:48:21,543][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 14:48:24,867][demucs.evaluate][INFO] - Eval | 19/20 | 0.30 it/sec
[2024-12-12 14:48:24,889][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 96.40 it/sec
[2024-12-12 14:48:24,897][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 104.00 it/sec
[2024-12-12 14:48:24,905][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 106.72 it/sec
[2024-12-12 14:48:24,917][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 101.73 it/sec
[2024-12-12 14:48:24,926][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 103.89 it/sec
[2024-12-12 14:48:24,937][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 101.68 it/sec
[2024-12-12 14:48:24,949][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 98.04 it/sec
[2024-12-12 14:48:24,960][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 97.65 it/sec
[2024-12-12 14:48:24,970][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 97.57 it/sec
[2024-12-12 14:48:24,983][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 95.72 it/sec
[2024-12-12 14:48:24,992][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 96.98 it/sec
[2024-12-12 14:48:25,000][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 98.62 it/sec
[2024-12-12 14:48:25,009][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 99.26 it/sec
[2024-12-12 14:48:25,019][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 99.10 it/sec
[2024-12-12 14:48:25,030][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 98.52 it/sec
[2024-12-12 14:48:25,040][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 98.86 it/sec
[2024-12-12 14:48:25,048][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 99.68 it/sec
[2024-12-12 14:48:25,055][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 101.27 it/sec
[2024-12-12 14:48:25,067][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 100.58 it/sec
[2024-12-12 14:48:25,126][demucs.solver][INFO] - Test Summary | Epoch 240 | Nsdr=1.022 | Nsdr_drums=1.060 | Nsdr_bass=1.006 | Nsdr_other=0.991 | Nsdr_vocals=1.030
[2024-12-12 14:48:26,548][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:48:26,549][demucs.solver][INFO] - Training...
[2024-12-12 14:48:36,421][demucs.solver][INFO] - Train | Epoch 241 | 1/14 | 0.25 it/sec | Loss 0.2256 | Reco 0.2256 | Grad 0.0772
[2024-12-12 14:48:37,266][demucs.solver][INFO] - Train | Epoch 241 | 2/14 | 0.33 it/sec | Loss 0.2222 | Reco 0.2222 | Grad 0.0754
[2024-12-12 14:48:37,909][demucs.solver][INFO] - Train | Epoch 241 | 3/14 | 0.41 it/sec | Loss 0.2327 | Reco 0.2327 | Grad 0.0842
[2024-12-12 14:48:38,907][demucs.solver][INFO] - Train | Epoch 241 | 4/14 | 0.47 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 0.0915
[2024-12-12 14:48:40,077][demucs.solver][INFO] - Train | Epoch 241 | 5/14 | 0.51 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 0.0954
[2024-12-12 14:48:40,979][demucs.solver][INFO] - Train | Epoch 241 | 6/14 | 0.55 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.0891
[2024-12-12 14:48:41,629][demucs.solver][INFO] - Train | Epoch 241 | 7/14 | 0.60 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.0890
[2024-12-12 14:48:42,278][demucs.solver][INFO] - Train | Epoch 241 | 8/14 | 0.64 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0897
[2024-12-12 14:48:42,904][demucs.solver][INFO] - Train | Epoch 241 | 9/14 | 0.68 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0863
[2024-12-12 14:48:43,532][demucs.solver][INFO] - Train | Epoch 241 | 10/14 | 0.72 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0843
[2024-12-12 14:48:44,167][demucs.solver][INFO] - Train | Epoch 241 | 11/14 | 0.75 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0820
[2024-12-12 14:48:44,796][demucs.solver][INFO] - Train | Epoch 241 | 12/14 | 0.79 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0884
[2024-12-12 14:48:45,425][demucs.solver][INFO] - Train | Epoch 241 | 13/14 | 0.82 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.0852
[2024-12-12 14:48:45,735][demucs.solver][INFO] - Train Summary | Epoch 241 | Loss=0.2508 | Reco=0.2508 | Grad=0.0852
[2024-12-12 14:48:45,736][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:48:45,736][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:48:48,654][demucs.solver][INFO] - Valid | Epoch 241 | 1/20 | 2.13 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.154
[2024-12-12 14:48:48,898][demucs.solver][INFO] - Valid | Epoch 241 | 2/20 | 2.54 it/sec | Loss 0.4517 | Reco 0.4517 | Nsdr 1.118
[2024-12-12 14:48:49,114][demucs.solver][INFO] - Valid | Epoch 241 | 3/20 | 2.86 it/sec | Loss 0.4979 | Reco 0.4979 | Nsdr 1.146
[2024-12-12 14:48:49,310][demucs.solver][INFO] - Valid | Epoch 241 | 4/20 | 3.13 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.166
[2024-12-12 14:48:49,535][demucs.solver][INFO] - Valid | Epoch 241 | 5/20 | 3.30 it/sec | Loss 0.5365 | Reco 0.5365 | Nsdr 1.160
[2024-12-12 14:48:49,733][demucs.solver][INFO] - Valid | Epoch 241 | 6/20 | 3.47 it/sec | Loss 0.5208 | Reco 0.5208 | Nsdr 1.163
[2024-12-12 14:48:49,931][demucs.solver][INFO] - Valid | Epoch 241 | 7/20 | 3.61 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.170
[2024-12-12 14:48:50,126][demucs.solver][INFO] - Valid | Epoch 241 | 8/20 | 3.73 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.168
[2024-12-12 14:48:50,311][demucs.solver][INFO] - Valid | Epoch 241 | 9/20 | 3.85 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.173
[2024-12-12 14:48:50,531][demucs.solver][INFO] - Valid | Epoch 241 | 10/20 | 3.91 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.160
[2024-12-12 14:48:50,758][demucs.solver][INFO] - Valid | Epoch 241 | 11/20 | 3.94 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.153
[2024-12-12 14:48:50,959][demucs.solver][INFO] - Valid | Epoch 241 | 12/20 | 4.01 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.133
[2024-12-12 14:48:51,155][demucs.solver][INFO] - Valid | Epoch 241 | 13/20 | 4.07 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.134
[2024-12-12 14:48:51,331][demucs.solver][INFO] - Valid | Epoch 241 | 14/20 | 4.15 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.136
[2024-12-12 14:48:51,524][demucs.solver][INFO] - Valid | Epoch 241 | 15/20 | 4.20 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.139
[2024-12-12 14:48:51,745][demucs.solver][INFO] - Valid | Epoch 241 | 16/20 | 4.22 it/sec | Loss 0.5763 | Reco 0.5763 | Nsdr 1.142
[2024-12-12 14:48:51,942][demucs.solver][INFO] - Valid | Epoch 241 | 17/20 | 4.26 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.147
[2024-12-12 14:48:52,137][demucs.solver][INFO] - Valid | Epoch 241 | 18/20 | 4.30 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.136
[2024-12-12 14:48:52,310][demucs.solver][INFO] - Valid | Epoch 241 | 19/20 | 4.35 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.143
[2024-12-12 14:48:52,731][demucs.solver][INFO] - Valid Summary | Epoch 241 | Loss=0.5467 | Reco=0.5467 | Nsdr=1.143 | Best=0.5446 | Bname=main
[2024-12-12 14:48:54,210][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:48:54,212][demucs.solver][INFO] - Training...
[2024-12-12 14:49:00,867][demucs.solver][INFO] - Train | Epoch 242 | 1/14 | 0.40 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.1497
[2024-12-12 14:49:01,735][demucs.solver][INFO] - Train | Epoch 242 | 2/14 | 0.51 it/sec | Loss 0.2646 | Reco 0.2646 | Grad 0.1127
[2024-12-12 14:49:02,396][demucs.solver][INFO] - Train | Epoch 242 | 3/14 | 0.61 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.1026
[2024-12-12 14:49:03,059][demucs.solver][INFO] - Train | Epoch 242 | 4/14 | 0.70 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.1216
[2024-12-12 14:49:03,717][demucs.solver][INFO] - Train | Epoch 242 | 5/14 | 0.76 it/sec | Loss 0.2637 | Reco 0.2637 | Grad 0.1138
[2024-12-12 14:49:09,433][demucs.solver][INFO] - Train | Epoch 242 | 6/14 | 0.52 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.1115
[2024-12-12 14:49:10,075][demucs.solver][INFO] - Train | Epoch 242 | 7/14 | 0.56 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.1172
[2024-12-12 14:49:10,715][demucs.solver][INFO] - Train | Epoch 242 | 8/14 | 0.61 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.1157
[2024-12-12 14:49:11,355][demucs.solver][INFO] - Train | Epoch 242 | 9/14 | 0.65 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.1160
[2024-12-12 14:49:11,993][demucs.solver][INFO] - Train | Epoch 242 | 10/14 | 0.68 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 0.1124
[2024-12-12 14:49:12,627][demucs.solver][INFO] - Train | Epoch 242 | 11/14 | 0.72 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.1077
[2024-12-12 14:49:13,257][demucs.solver][INFO] - Train | Epoch 242 | 12/14 | 0.75 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.1050
[2024-12-12 14:49:13,887][demucs.solver][INFO] - Train | Epoch 242 | 13/14 | 0.78 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.1042
[2024-12-12 14:49:14,208][demucs.solver][INFO] - Train Summary | Epoch 242 | Loss=0.2504 | Reco=0.2504 | Grad=0.1042
[2024-12-12 14:49:14,209][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:49:14,209][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:49:16,558][demucs.solver][INFO] - Valid | Epoch 242 | 1/20 | 2.86 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.187
[2024-12-12 14:49:16,758][demucs.solver][INFO] - Valid | Epoch 242 | 2/20 | 3.33 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.146
[2024-12-12 14:49:16,956][demucs.solver][INFO] - Valid | Epoch 242 | 3/20 | 3.64 it/sec | Loss 0.4967 | Reco 0.4967 | Nsdr 1.175
[2024-12-12 14:49:17,134][demucs.solver][INFO] - Valid | Epoch 242 | 4/20 | 3.92 it/sec | Loss 0.5150 | Reco 0.5150 | Nsdr 1.190
[2024-12-12 14:49:17,336][demucs.solver][INFO] - Valid | Epoch 242 | 5/20 | 4.06 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.181
[2024-12-12 14:49:17,537][demucs.solver][INFO] - Valid | Epoch 242 | 6/20 | 4.17 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.182
[2024-12-12 14:49:17,755][demucs.solver][INFO] - Valid | Epoch 242 | 7/20 | 4.22 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.188
[2024-12-12 14:49:17,953][demucs.solver][INFO] - Valid | Epoch 242 | 8/20 | 4.30 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.185
[2024-12-12 14:49:18,133][demucs.solver][INFO] - Valid | Epoch 242 | 9/20 | 4.40 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.188
[2024-12-12 14:49:18,328][demucs.solver][INFO] - Valid | Epoch 242 | 10/20 | 4.45 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.175
[2024-12-12 14:49:18,523][demucs.solver][INFO] - Valid | Epoch 242 | 11/20 | 4.50 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.168
[2024-12-12 14:49:18,685][demucs.solver][INFO] - Valid | Epoch 242 | 12/20 | 4.60 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.148
[2024-12-12 14:49:18,904][demucs.solver][INFO] - Valid | Epoch 242 | 13/20 | 4.60 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.148
[2024-12-12 14:49:19,123][demucs.solver][INFO] - Valid | Epoch 242 | 14/20 | 4.59 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.150
[2024-12-12 14:49:19,279][demucs.solver][INFO] - Valid | Epoch 242 | 15/20 | 4.68 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.153
[2024-12-12 14:49:19,482][demucs.solver][INFO] - Valid | Epoch 242 | 16/20 | 4.69 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.155
[2024-12-12 14:49:19,680][demucs.solver][INFO] - Valid | Epoch 242 | 17/20 | 4.71 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.163
[2024-12-12 14:49:19,879][demucs.solver][INFO] - Valid | Epoch 242 | 18/20 | 4.72 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.153
[2024-12-12 14:49:20,097][demucs.solver][INFO] - Valid | Epoch 242 | 19/20 | 4.72 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.159
[2024-12-12 14:49:21,157][demucs.solver][INFO] - Valid Summary | Epoch 242 | Loss=0.5459 | Reco=0.5459 | Nsdr=1.159 | Best=0.5446 | Bname=main
[2024-12-12 14:49:22,417][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:49:22,417][demucs.solver][INFO] - Training...
[2024-12-12 14:49:32,265][demucs.solver][INFO] - Train | Epoch 243 | 1/14 | 0.24 it/sec | Loss 0.2701 | Reco 0.2701 | Grad 0.1017
[2024-12-12 14:49:32,939][demucs.solver][INFO] - Train | Epoch 243 | 2/14 | 0.33 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.1105
[2024-12-12 14:49:33,597][demucs.solver][INFO] - Train | Epoch 243 | 3/14 | 0.41 it/sec | Loss 0.2316 | Reco 0.2316 | Grad 0.1009
[2024-12-12 14:49:34,246][demucs.solver][INFO] - Train | Epoch 243 | 4/14 | 0.49 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 0.0890
[2024-12-12 14:49:34,912][demucs.solver][INFO] - Train | Epoch 243 | 5/14 | 0.55 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0921
[2024-12-12 14:49:35,556][demucs.solver][INFO] - Train | Epoch 243 | 6/14 | 0.60 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.0977
[2024-12-12 14:49:36,194][demucs.solver][INFO] - Train | Epoch 243 | 7/14 | 0.65 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.1007
[2024-12-12 14:49:36,842][demucs.solver][INFO] - Train | Epoch 243 | 8/14 | 0.70 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0938
[2024-12-12 14:49:37,486][demucs.solver][INFO] - Train | Epoch 243 | 9/14 | 0.74 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.1135
[2024-12-12 14:49:38,122][demucs.solver][INFO] - Train | Epoch 243 | 10/14 | 0.78 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.1108
[2024-12-12 14:49:38,757][demucs.solver][INFO] - Train | Epoch 243 | 11/14 | 0.81 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.1052
[2024-12-12 14:49:39,396][demucs.solver][INFO] - Train | Epoch 243 | 12/14 | 0.84 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.1168
[2024-12-12 14:49:40,052][demucs.solver][INFO] - Train | Epoch 243 | 13/14 | 0.87 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.1142
[2024-12-12 14:49:40,391][demucs.solver][INFO] - Train Summary | Epoch 243 | Loss=0.2484 | Reco=0.2484 | Grad=0.1142
[2024-12-12 14:49:40,392][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:49:40,392][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:49:43,242][demucs.solver][INFO] - Valid | Epoch 243 | 1/20 | 1.53 it/sec | Loss 0.5835 | Reco 0.5835 | Nsdr 1.122
[2024-12-12 14:49:43,743][demucs.solver][INFO] - Valid | Epoch 243 | 2/20 | 1.66 it/sec | Loss 0.4531 | Reco 0.4531 | Nsdr 1.091
[2024-12-12 14:49:44,061][demucs.solver][INFO] - Valid | Epoch 243 | 3/20 | 1.88 it/sec | Loss 0.4997 | Reco 0.4997 | Nsdr 1.119
[2024-12-12 14:49:44,345][demucs.solver][INFO] - Valid | Epoch 243 | 4/20 | 2.08 it/sec | Loss 0.5183 | Reco 0.5183 | Nsdr 1.134
[2024-12-12 14:49:44,603][demucs.solver][INFO] - Valid | Epoch 243 | 5/20 | 2.25 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.118
[2024-12-12 14:49:44,808][demucs.solver][INFO] - Valid | Epoch 243 | 6/20 | 2.44 it/sec | Loss 0.5237 | Reco 0.5237 | Nsdr 1.123
[2024-12-12 14:49:45,031][demucs.solver][INFO] - Valid | Epoch 243 | 7/20 | 2.58 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.130
[2024-12-12 14:49:45,251][demucs.solver][INFO] - Valid | Epoch 243 | 8/20 | 2.71 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.122
[2024-12-12 14:49:45,427][demucs.solver][INFO] - Valid | Epoch 243 | 9/20 | 2.86 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.124
[2024-12-12 14:49:45,629][demucs.solver][INFO] - Valid | Epoch 243 | 10/20 | 2.98 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.114
[2024-12-12 14:49:45,805][demucs.solver][INFO] - Valid | Epoch 243 | 11/20 | 3.10 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.108
[2024-12-12 14:49:45,983][demucs.solver][INFO] - Valid | Epoch 243 | 12/20 | 3.21 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.091
[2024-12-12 14:49:46,201][demucs.solver][INFO] - Valid | Epoch 243 | 13/20 | 3.28 it/sec | Loss 0.5763 | Reco 0.5763 | Nsdr 1.092
[2024-12-12 14:49:46,419][demucs.solver][INFO] - Valid | Epoch 243 | 14/20 | 3.35 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.094
[2024-12-12 14:49:46,639][demucs.solver][INFO] - Valid | Epoch 243 | 15/20 | 3.40 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.098
[2024-12-12 14:49:46,834][demucs.solver][INFO] - Valid | Epoch 243 | 16/20 | 3.47 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.101
[2024-12-12 14:49:47,029][demucs.solver][INFO] - Valid | Epoch 243 | 17/20 | 3.53 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.105
[2024-12-12 14:49:47,231][demucs.solver][INFO] - Valid | Epoch 243 | 18/20 | 3.59 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.096
[2024-12-12 14:49:47,395][demucs.solver][INFO] - Valid | Epoch 243 | 19/20 | 3.66 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.102
[2024-12-12 14:49:47,808][demucs.solver][INFO] - Valid Summary | Epoch 243 | Loss=0.5498 | Reco=0.5498 | Nsdr=1.102 | Best=0.5446 | Bname=main
[2024-12-12 14:49:49,185][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:49:49,186][demucs.solver][INFO] - Training...
[2024-12-12 14:49:59,128][demucs.solver][INFO] - Train | Epoch 244 | 1/14 | 0.24 it/sec | Loss 0.2157 | Reco 0.2157 | Grad 0.0732
[2024-12-12 14:49:59,770][demucs.solver][INFO] - Train | Epoch 244 | 2/14 | 0.33 it/sec | Loss 0.2152 | Reco 0.2152 | Grad 0.0739
[2024-12-12 14:50:00,413][demucs.solver][INFO] - Train | Epoch 244 | 3/14 | 0.41 it/sec | Loss 0.2259 | Reco 0.2259 | Grad 0.0769
[2024-12-12 14:50:01,054][demucs.solver][INFO] - Train | Epoch 244 | 4/14 | 0.48 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.1050
[2024-12-12 14:50:01,696][demucs.solver][INFO] - Train | Epoch 244 | 5/14 | 0.55 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 0.0962
[2024-12-12 14:50:02,334][demucs.solver][INFO] - Train | Epoch 244 | 6/14 | 0.60 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 0.0943
[2024-12-12 14:50:02,972][demucs.solver][INFO] - Train | Epoch 244 | 7/14 | 0.65 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 0.0881
[2024-12-12 14:50:03,612][demucs.solver][INFO] - Train | Epoch 244 | 8/14 | 0.70 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 0.0875
[2024-12-12 14:50:04,257][demucs.solver][INFO] - Train | Epoch 244 | 9/14 | 0.74 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.0889
[2024-12-12 14:50:04,892][demucs.solver][INFO] - Train | Epoch 244 | 10/14 | 0.77 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 0.0844
[2024-12-12 14:50:05,531][demucs.solver][INFO] - Train | Epoch 244 | 11/14 | 0.81 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 0.0805
[2024-12-12 14:50:06,168][demucs.solver][INFO] - Train | Epoch 244 | 12/14 | 0.84 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 0.0789
[2024-12-12 14:50:06,806][demucs.solver][INFO] - Train | Epoch 244 | 13/14 | 0.87 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.0855
[2024-12-12 14:50:07,145][demucs.solver][INFO] - Train Summary | Epoch 244 | Loss=0.2376 | Reco=0.2376 | Grad=0.0855
[2024-12-12 14:50:07,146][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:50:07,146][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:50:10,723][demucs.solver][INFO] - Valid | Epoch 244 | 1/20 | 1.01 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.195
[2024-12-12 14:50:11,549][demucs.solver][INFO] - Valid | Epoch 244 | 2/20 | 1.07 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.148
[2024-12-12 14:50:12,356][demucs.solver][INFO] - Valid | Epoch 244 | 3/20 | 1.10 it/sec | Loss 0.4962 | Reco 0.4962 | Nsdr 1.179
[2024-12-12 14:50:13,150][demucs.solver][INFO] - Valid | Epoch 244 | 4/20 | 1.13 it/sec | Loss 0.5144 | Reco 0.5144 | Nsdr 1.196
[2024-12-12 14:50:13,667][demucs.solver][INFO] - Valid | Epoch 244 | 5/20 | 1.22 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.188
[2024-12-12 14:50:14,162][demucs.solver][INFO] - Valid | Epoch 244 | 6/20 | 1.29 it/sec | Loss 0.5192 | Reco 0.5192 | Nsdr 1.189
[2024-12-12 14:50:14,504][demucs.solver][INFO] - Valid | Epoch 244 | 7/20 | 1.39 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.196
[2024-12-12 14:50:14,779][demucs.solver][INFO] - Valid | Epoch 244 | 8/20 | 1.49 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.194
[2024-12-12 14:50:15,118][demucs.solver][INFO] - Valid | Epoch 244 | 9/20 | 1.57 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.198
[2024-12-12 14:50:15,372][demucs.solver][INFO] - Valid | Epoch 244 | 10/20 | 1.66 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.185
[2024-12-12 14:50:15,565][demucs.solver][INFO] - Valid | Epoch 244 | 11/20 | 1.76 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.177
[2024-12-12 14:50:15,731][demucs.solver][INFO] - Valid | Epoch 244 | 12/20 | 1.86 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.157
[2024-12-12 14:50:15,916][demucs.solver][INFO] - Valid | Epoch 244 | 13/20 | 1.95 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.156
[2024-12-12 14:50:16,113][demucs.solver][INFO] - Valid | Epoch 244 | 14/20 | 2.03 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.158
[2024-12-12 14:50:16,289][demucs.solver][INFO] - Valid | Epoch 244 | 15/20 | 2.12 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.161
[2024-12-12 14:50:16,485][demucs.solver][INFO] - Valid | Epoch 244 | 16/20 | 2.19 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.163
[2024-12-12 14:50:16,679][demucs.solver][INFO] - Valid | Epoch 244 | 17/20 | 2.27 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.171
[2024-12-12 14:50:16,897][demucs.solver][INFO] - Valid | Epoch 244 | 18/20 | 2.33 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.160
[2024-12-12 14:50:17,099][demucs.solver][INFO] - Valid | Epoch 244 | 19/20 | 2.39 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.167
[2024-12-12 14:50:17,470][demucs.solver][INFO] - Valid Summary | Epoch 244 | Loss=0.5451 | Reco=0.5451 | Nsdr=1.167 | Best=0.5446 | Bname=main
[2024-12-12 14:50:18,845][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:50:18,846][demucs.solver][INFO] - Training...
[2024-12-12 14:50:27,071][demucs.solver][INFO] - Train | Epoch 245 | 1/14 | 0.30 it/sec | Loss 0.2651 | Reco 0.2651 | Grad 0.1296
[2024-12-12 14:50:28,273][demucs.solver][INFO] - Train | Epoch 245 | 2/14 | 0.38 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.1173
[2024-12-12 14:50:29,046][demucs.solver][INFO] - Train | Epoch 245 | 3/14 | 0.46 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.1113
[2024-12-12 14:50:29,684][demucs.solver][INFO] - Train | Epoch 245 | 4/14 | 0.54 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0944
[2024-12-12 14:50:30,323][demucs.solver][INFO] - Train | Epoch 245 | 5/14 | 0.60 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0870
[2024-12-12 14:50:30,965][demucs.solver][INFO] - Train | Epoch 245 | 6/14 | 0.66 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.0898
[2024-12-12 14:50:31,605][demucs.solver][INFO] - Train | Epoch 245 | 7/14 | 0.71 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0919
[2024-12-12 14:50:32,246][demucs.solver][INFO] - Train | Epoch 245 | 8/14 | 0.76 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.1041
[2024-12-12 14:50:32,885][demucs.solver][INFO] - Train | Epoch 245 | 9/14 | 0.80 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.1082
[2024-12-12 14:50:33,515][demucs.solver][INFO] - Train | Epoch 245 | 10/14 | 0.84 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.1029
[2024-12-12 14:50:34,147][demucs.solver][INFO] - Train | Epoch 245 | 11/14 | 0.87 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.1036
[2024-12-12 14:50:34,774][demucs.solver][INFO] - Train | Epoch 245 | 12/14 | 0.90 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.0993
[2024-12-12 14:50:35,411][demucs.solver][INFO] - Train | Epoch 245 | 13/14 | 0.93 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.0983
[2024-12-12 14:50:35,771][demucs.solver][INFO] - Train Summary | Epoch 245 | Loss=0.2579 | Reco=0.2579 | Grad=0.0983
[2024-12-12 14:50:35,771][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:50:35,772][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:50:39,286][demucs.solver][INFO] - Valid | Epoch 245 | 1/20 | 1.04 it/sec | Loss 0.5832 | Reco 0.5832 | Nsdr 1.109
[2024-12-12 14:50:39,835][demucs.solver][INFO] - Valid | Epoch 245 | 2/20 | 1.21 it/sec | Loss 0.4532 | Reco 0.4532 | Nsdr 1.081
[2024-12-12 14:50:40,125][demucs.solver][INFO] - Valid | Epoch 245 | 3/20 | 1.44 it/sec | Loss 0.4996 | Reco 0.4996 | Nsdr 1.107
[2024-12-12 14:50:40,394][demucs.solver][INFO] - Valid | Epoch 245 | 4/20 | 1.65 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.132
[2024-12-12 14:50:40,826][demucs.solver][INFO] - Valid | Epoch 245 | 5/20 | 1.73 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.131
[2024-12-12 14:50:41,290][demucs.solver][INFO] - Valid | Epoch 245 | 6/20 | 1.78 it/sec | Loss 0.5220 | Reco 0.5220 | Nsdr 1.138
[2024-12-12 14:50:41,710][demucs.solver][INFO] - Valid | Epoch 245 | 7/20 | 1.84 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.145
[2024-12-12 14:50:42,138][demucs.solver][INFO] - Valid | Epoch 245 | 8/20 | 1.88 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.146
[2024-12-12 14:50:42,605][demucs.solver][INFO] - Valid | Epoch 245 | 9/20 | 1.91 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.152
[2024-12-12 14:50:42,926][demucs.solver][INFO] - Valid | Epoch 245 | 10/20 | 1.98 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.137
[2024-12-12 14:50:43,313][demucs.solver][INFO] - Valid | Epoch 245 | 11/20 | 2.01 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.130
[2024-12-12 14:50:43,604][demucs.solver][INFO] - Valid | Epoch 245 | 12/20 | 2.08 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.112
[2024-12-12 14:50:43,858][demucs.solver][INFO] - Valid | Epoch 245 | 13/20 | 2.15 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.113
[2024-12-12 14:50:44,169][demucs.solver][INFO] - Valid | Epoch 245 | 14/20 | 2.20 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.115
[2024-12-12 14:50:44,398][demucs.solver][INFO] - Valid | Epoch 245 | 15/20 | 2.27 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.120
[2024-12-12 14:50:44,646][demucs.solver][INFO] - Valid | Epoch 245 | 16/20 | 2.33 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.122
[2024-12-12 14:50:44,908][demucs.solver][INFO] - Valid | Epoch 245 | 17/20 | 2.38 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.120
[2024-12-12 14:50:45,138][demucs.solver][INFO] - Valid | Epoch 245 | 18/20 | 2.44 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.110
[2024-12-12 14:50:45,607][demucs.solver][INFO] - Valid | Epoch 245 | 19/20 | 2.42 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.117
[2024-12-12 14:50:46,073][demucs.solver][INFO] - Valid Summary | Epoch 245 | Loss=0.5478 | Reco=0.5478 | Nsdr=1.117 | Best=0.5446 | Bname=main
[2024-12-12 14:50:47,415][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:50:47,416][demucs.solver][INFO] - Training...
[2024-12-12 14:50:53,884][demucs.solver][INFO] - Train | Epoch 246 | 1/14 | 0.41 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.0921
[2024-12-12 14:50:54,537][demucs.solver][INFO] - Train | Epoch 246 | 2/14 | 0.54 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0932
[2024-12-12 14:50:55,189][demucs.solver][INFO] - Train | Epoch 246 | 3/14 | 0.65 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.0897
[2024-12-12 14:50:55,840][demucs.solver][INFO] - Train | Epoch 246 | 4/14 | 0.73 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.1002
[2024-12-12 14:50:56,551][demucs.solver][INFO] - Train | Epoch 246 | 5/14 | 0.79 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.1057
[2024-12-12 14:50:57,719][demucs.solver][INFO] - Train | Epoch 246 | 6/14 | 0.80 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.1259
[2024-12-12 14:50:58,879][demucs.solver][INFO] - Train | Epoch 246 | 7/14 | 0.81 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.1314
[2024-12-12 14:50:59,709][demucs.solver][INFO] - Train | Epoch 246 | 8/14 | 0.84 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.1253
[2024-12-12 14:51:00,412][demucs.solver][INFO] - Train | Epoch 246 | 9/14 | 0.88 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.1174
[2024-12-12 14:51:01,141][demucs.solver][INFO] - Train | Epoch 246 | 10/14 | 0.91 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.1114
[2024-12-12 14:51:01,883][demucs.solver][INFO] - Train | Epoch 246 | 11/14 | 0.93 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.1194
[2024-12-12 14:51:02,519][demucs.solver][INFO] - Train | Epoch 246 | 12/14 | 0.96 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.1197
[2024-12-12 14:51:03,148][demucs.solver][INFO] - Train | Epoch 246 | 13/14 | 0.99 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.1186
[2024-12-12 14:51:03,503][demucs.solver][INFO] - Train Summary | Epoch 246 | Loss=0.2500 | Reco=0.2500 | Grad=0.1186
[2024-12-12 14:51:03,503][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:51:03,504][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:51:06,048][demucs.solver][INFO] - Valid | Epoch 246 | 1/20 | 2.32 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.115
[2024-12-12 14:51:06,262][demucs.solver][INFO] - Valid | Epoch 246 | 2/20 | 2.78 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 1.077
[2024-12-12 14:51:06,542][demucs.solver][INFO] - Valid | Epoch 246 | 3/20 | 2.95 it/sec | Loss 0.5006 | Reco 0.5006 | Nsdr 1.110
[2024-12-12 14:51:06,821][demucs.solver][INFO] - Valid | Epoch 246 | 4/20 | 3.06 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.125
[2024-12-12 14:51:07,273][demucs.solver][INFO] - Valid | Epoch 246 | 5/20 | 2.87 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.110
[2024-12-12 14:51:07,637][demucs.solver][INFO] - Valid | Epoch 246 | 6/20 | 2.85 it/sec | Loss 0.5247 | Reco 0.5247 | Nsdr 1.113
[2024-12-12 14:51:08,096][demucs.solver][INFO] - Valid | Epoch 246 | 7/20 | 2.75 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.120
[2024-12-12 14:51:08,484][demucs.solver][INFO] - Valid | Epoch 246 | 8/20 | 2.73 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.114
[2024-12-12 14:51:08,875][demucs.solver][INFO] - Valid | Epoch 246 | 9/20 | 2.71 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.117
[2024-12-12 14:51:09,167][demucs.solver][INFO] - Valid | Epoch 246 | 10/20 | 2.76 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.106
[2024-12-12 14:51:09,385][demucs.solver][INFO] - Valid | Epoch 246 | 11/20 | 2.86 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.101
[2024-12-12 14:51:09,563][demucs.solver][INFO] - Valid | Epoch 246 | 12/20 | 2.97 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.083
[2024-12-12 14:51:09,779][demucs.solver][INFO] - Valid | Epoch 246 | 13/20 | 3.05 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.082
[2024-12-12 14:51:09,981][demucs.solver][INFO] - Valid | Epoch 246 | 14/20 | 3.13 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.084
[2024-12-12 14:51:10,177][demucs.solver][INFO] - Valid | Epoch 246 | 15/20 | 3.20 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.088
[2024-12-12 14:51:10,354][demucs.solver][INFO] - Valid | Epoch 246 | 16/20 | 3.29 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.090
[2024-12-12 14:51:10,549][demucs.solver][INFO] - Valid | Epoch 246 | 17/20 | 3.36 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.098
[2024-12-12 14:51:10,702][demucs.solver][INFO] - Valid | Epoch 246 | 18/20 | 3.44 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.089
[2024-12-12 14:51:10,884][demucs.solver][INFO] - Valid | Epoch 246 | 19/20 | 3.51 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.095
[2024-12-12 14:51:11,343][demucs.solver][INFO] - Valid Summary | Epoch 246 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.095 | Best=0.5446 | Bname=main
[2024-12-12 14:51:12,638][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:51:12,638][demucs.solver][INFO] - Training...
[2024-12-12 14:51:21,257][demucs.solver][INFO] - Train | Epoch 247 | 1/14 | 0.28 it/sec | Loss 0.2281 | Reco 0.2281 | Grad 0.1402
[2024-12-12 14:51:22,469][demucs.solver][INFO] - Train | Epoch 247 | 2/14 | 0.36 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.1622
[2024-12-12 14:51:23,421][demucs.solver][INFO] - Train | Epoch 247 | 3/14 | 0.43 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.1649
[2024-12-12 14:51:24,066][demucs.solver][INFO] - Train | Epoch 247 | 4/14 | 0.51 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.1510
[2024-12-12 14:51:24,760][demucs.solver][INFO] - Train | Epoch 247 | 5/14 | 0.57 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.1481
[2024-12-12 14:51:25,403][demucs.solver][INFO] - Train | Epoch 247 | 6/14 | 0.62 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.1420
[2024-12-12 14:51:26,054][demucs.solver][INFO] - Train | Epoch 247 | 7/14 | 0.67 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.1359
[2024-12-12 14:51:26,689][demucs.solver][INFO] - Train | Epoch 247 | 8/14 | 0.72 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.1386
[2024-12-12 14:51:27,324][demucs.solver][INFO] - Train | Epoch 247 | 9/14 | 0.76 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.1311
[2024-12-12 14:51:27,955][demucs.solver][INFO] - Train | Epoch 247 | 10/14 | 0.80 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.1227
[2024-12-12 14:51:28,590][demucs.solver][INFO] - Train | Epoch 247 | 11/14 | 0.83 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.1203
[2024-12-12 14:51:29,217][demucs.solver][INFO] - Train | Epoch 247 | 12/14 | 0.86 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.1142
[2024-12-12 14:51:29,840][demucs.solver][INFO] - Train | Epoch 247 | 13/14 | 0.89 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.1109
[2024-12-12 14:51:30,168][demucs.solver][INFO] - Train Summary | Epoch 247 | Loss=0.2459 | Reco=0.2459 | Grad=0.1109
[2024-12-12 14:51:30,168][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:51:30,168][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:51:32,608][demucs.solver][INFO] - Valid | Epoch 247 | 1/20 | 2.18 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.123
[2024-12-12 14:51:32,790][demucs.solver][INFO] - Valid | Epoch 247 | 2/20 | 2.73 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.082
[2024-12-12 14:51:32,994][demucs.solver][INFO] - Valid | Epoch 247 | 3/20 | 3.07 it/sec | Loss 0.5000 | Reco 0.5000 | Nsdr 1.114
[2024-12-12 14:51:33,218][demucs.solver][INFO] - Valid | Epoch 247 | 4/20 | 3.28 it/sec | Loss 0.5185 | Reco 0.5185 | Nsdr 1.133
[2024-12-12 14:51:33,435][demucs.solver][INFO] - Valid | Epoch 247 | 5/20 | 3.44 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.122
[2024-12-12 14:51:33,615][demucs.solver][INFO] - Valid | Epoch 247 | 6/20 | 3.64 it/sec | Loss 0.5235 | Reco 0.5235 | Nsdr 1.126
[2024-12-12 14:51:33,812][demucs.solver][INFO] - Valid | Epoch 247 | 7/20 | 3.77 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.133
[2024-12-12 14:51:34,012][demucs.solver][INFO] - Valid | Epoch 247 | 8/20 | 3.88 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.129
[2024-12-12 14:51:34,241][demucs.solver][INFO] - Valid | Epoch 247 | 9/20 | 3.92 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.133
[2024-12-12 14:51:34,418][demucs.solver][INFO] - Valid | Epoch 247 | 10/20 | 4.03 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.121
[2024-12-12 14:51:34,617][demucs.solver][INFO] - Valid | Epoch 247 | 11/20 | 4.10 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.115
[2024-12-12 14:51:34,836][demucs.solver][INFO] - Valid | Epoch 247 | 12/20 | 4.13 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.097
[2024-12-12 14:51:35,031][demucs.solver][INFO] - Valid | Epoch 247 | 13/20 | 4.19 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.096
[2024-12-12 14:51:35,226][demucs.solver][INFO] - Valid | Epoch 247 | 14/20 | 4.24 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.098
[2024-12-12 14:51:35,419][demucs.solver][INFO] - Valid | Epoch 247 | 15/20 | 4.29 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.102
[2024-12-12 14:51:35,617][demucs.solver][INFO] - Valid | Epoch 247 | 16/20 | 4.33 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.104
[2024-12-12 14:51:35,794][demucs.solver][INFO] - Valid | Epoch 247 | 17/20 | 4.39 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.110
[2024-12-12 14:51:35,990][demucs.solver][INFO] - Valid | Epoch 247 | 18/20 | 4.42 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.100
[2024-12-12 14:51:36,172][demucs.solver][INFO] - Valid | Epoch 247 | 19/20 | 4.46 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.107
[2024-12-12 14:51:36,593][demucs.solver][INFO] - Valid Summary | Epoch 247 | Loss=0.5495 | Reco=0.5495 | Nsdr=1.107 | Best=0.5446 | Bname=main
[2024-12-12 14:51:37,963][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:51:37,963][demucs.solver][INFO] - Training...
[2024-12-12 14:51:46,278][demucs.solver][INFO] - Train | Epoch 248 | 1/14 | 0.29 it/sec | Loss 0.2730 | Reco 0.2730 | Grad 0.0693
[2024-12-12 14:51:46,925][demucs.solver][INFO] - Train | Epoch 248 | 2/14 | 0.40 it/sec | Loss 0.2679 | Reco 0.2679 | Grad 0.0779
[2024-12-12 14:51:50,039][demucs.solver][INFO] - Train | Epoch 248 | 3/14 | 0.38 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.0895
[2024-12-12 14:51:50,685][demucs.solver][INFO] - Train | Epoch 248 | 4/14 | 0.44 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.1014
[2024-12-12 14:51:51,337][demucs.solver][INFO] - Train | Epoch 248 | 5/14 | 0.50 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.0955
[2024-12-12 14:51:52,537][demucs.solver][INFO] - Train | Epoch 248 | 6/14 | 0.53 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.1015
[2024-12-12 14:51:53,692][demucs.solver][INFO] - Train | Epoch 248 | 7/14 | 0.56 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.1067
[2024-12-12 14:51:54,887][demucs.solver][INFO] - Train | Epoch 248 | 8/14 | 0.58 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.1145
[2024-12-12 14:51:55,754][demucs.solver][INFO] - Train | Epoch 248 | 9/14 | 0.61 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1148
[2024-12-12 14:51:56,443][demucs.solver][INFO] - Train | Epoch 248 | 10/14 | 0.65 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1079
[2024-12-12 14:51:57,076][demucs.solver][INFO] - Train | Epoch 248 | 11/14 | 0.68 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.1116
[2024-12-12 14:51:57,707][demucs.solver][INFO] - Train | Epoch 248 | 12/14 | 0.71 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.1085
[2024-12-12 14:51:58,340][demucs.solver][INFO] - Train | Epoch 248 | 13/14 | 0.74 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.1062
[2024-12-12 14:51:58,699][demucs.solver][INFO] - Train Summary | Epoch 248 | Loss=0.2508 | Reco=0.2508 | Grad=0.1062
[2024-12-12 14:51:58,700][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:51:58,700][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:52:00,916][demucs.solver][INFO] - Valid | Epoch 248 | 1/20 | 3.04 it/sec | Loss 0.5841 | Reco 0.5841 | Nsdr 1.120
[2024-12-12 14:52:01,179][demucs.solver][INFO] - Valid | Epoch 248 | 2/20 | 3.26 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 1.080
[2024-12-12 14:52:01,388][demucs.solver][INFO] - Valid | Epoch 248 | 3/20 | 3.54 it/sec | Loss 0.5003 | Reco 0.5003 | Nsdr 1.111
[2024-12-12 14:52:01,679][demucs.solver][INFO] - Valid | Epoch 248 | 4/20 | 3.52 it/sec | Loss 0.5188 | Reco 0.5188 | Nsdr 1.127
[2024-12-12 14:52:01,905][demucs.solver][INFO] - Valid | Epoch 248 | 5/20 | 3.64 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.114
[2024-12-12 14:52:02,075][demucs.solver][INFO] - Valid | Epoch 248 | 6/20 | 3.85 it/sec | Loss 0.5241 | Reco 0.5241 | Nsdr 1.116
[2024-12-12 14:52:02,240][demucs.solver][INFO] - Valid | Epoch 248 | 7/20 | 4.04 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.123
[2024-12-12 14:52:02,645][demucs.solver][INFO] - Valid | Epoch 248 | 8/20 | 3.77 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.117
[2024-12-12 14:52:02,915][demucs.solver][INFO] - Valid | Epoch 248 | 9/20 | 3.76 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.120
[2024-12-12 14:52:03,486][demucs.solver][INFO] - Valid | Epoch 248 | 10/20 | 3.41 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.109
[2024-12-12 14:52:03,688][demucs.solver][INFO] - Valid | Epoch 248 | 11/20 | 3.50 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.103
[2024-12-12 14:52:03,895][demucs.solver][INFO] - Valid | Epoch 248 | 12/20 | 3.57 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.085
[2024-12-12 14:52:04,102][demucs.solver][INFO] - Valid | Epoch 248 | 13/20 | 3.64 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.085
[2024-12-12 14:52:04,291][demucs.solver][INFO] - Valid | Epoch 248 | 14/20 | 3.72 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.087
[2024-12-12 14:52:04,487][demucs.solver][INFO] - Valid | Epoch 248 | 15/20 | 3.78 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.091
[2024-12-12 14:52:04,663][demucs.solver][INFO] - Valid | Epoch 248 | 16/20 | 3.86 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.093
[2024-12-12 14:52:04,880][demucs.solver][INFO] - Valid | Epoch 248 | 17/20 | 3.89 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.101
[2024-12-12 14:52:05,058][demucs.solver][INFO] - Valid | Epoch 248 | 18/20 | 3.96 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.091
[2024-12-12 14:52:05,275][demucs.solver][INFO] - Valid | Epoch 248 | 19/20 | 3.99 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.097
[2024-12-12 14:52:05,729][demucs.solver][INFO] - Valid Summary | Epoch 248 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.097 | Best=0.5446 | Bname=main
[2024-12-12 14:52:07,154][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:52:07,156][demucs.solver][INFO] - Training...
[2024-12-12 14:52:16,602][demucs.solver][INFO] - Train | Epoch 249 | 1/14 | 0.26 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 0.2370
[2024-12-12 14:52:17,249][demucs.solver][INFO] - Train | Epoch 249 | 2/14 | 0.36 it/sec | Loss 0.2642 | Reco 0.2642 | Grad 0.1887
[2024-12-12 14:52:17,899][demucs.solver][INFO] - Train | Epoch 249 | 3/14 | 0.45 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 0.1564
[2024-12-12 14:52:18,551][demucs.solver][INFO] - Train | Epoch 249 | 4/14 | 0.52 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.1331
[2024-12-12 14:52:19,200][demucs.solver][INFO] - Train | Epoch 249 | 5/14 | 0.59 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.1334
[2024-12-12 14:52:19,846][demucs.solver][INFO] - Train | Epoch 249 | 6/14 | 0.65 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.1233
[2024-12-12 14:52:20,484][demucs.solver][INFO] - Train | Epoch 249 | 7/14 | 0.70 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.1186
[2024-12-12 14:52:21,121][demucs.solver][INFO] - Train | Epoch 249 | 8/14 | 0.74 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.1236
[2024-12-12 14:52:21,761][demucs.solver][INFO] - Train | Epoch 249 | 9/14 | 0.78 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.1232
[2024-12-12 14:52:22,397][demucs.solver][INFO] - Train | Epoch 249 | 10/14 | 0.82 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.1278
[2024-12-12 14:52:23,036][demucs.solver][INFO] - Train | Epoch 249 | 11/14 | 0.86 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.1258
[2024-12-12 14:52:23,672][demucs.solver][INFO] - Train | Epoch 249 | 12/14 | 0.89 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1195
[2024-12-12 14:52:24,302][demucs.solver][INFO] - Train | Epoch 249 | 13/14 | 0.92 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.1202
[2024-12-12 14:52:24,620][demucs.solver][INFO] - Train Summary | Epoch 249 | Loss=0.2504 | Reco=0.2504 | Grad=0.1202
[2024-12-12 14:52:24,621][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:52:24,621][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:52:27,156][demucs.solver][INFO] - Valid | Epoch 249 | 1/20 | 2.00 it/sec | Loss 0.5833 | Reco 0.5833 | Nsdr 1.123
[2024-12-12 14:52:27,611][demucs.solver][INFO] - Valid | Epoch 249 | 2/20 | 2.06 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.082
[2024-12-12 14:52:27,771][demucs.solver][INFO] - Valid | Epoch 249 | 3/20 | 2.48 it/sec | Loss 0.4997 | Reco 0.4997 | Nsdr 1.113
[2024-12-12 14:52:27,971][demucs.solver][INFO] - Valid | Epoch 249 | 4/20 | 2.76 it/sec | Loss 0.5179 | Reco 0.5179 | Nsdr 1.134
[2024-12-12 14:52:28,127][demucs.solver][INFO] - Valid | Epoch 249 | 5/20 | 3.05 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.127
[2024-12-12 14:52:28,352][demucs.solver][INFO] - Valid | Epoch 249 | 6/20 | 3.19 it/sec | Loss 0.5227 | Reco 0.5227 | Nsdr 1.131
[2024-12-12 14:52:28,558][demucs.solver][INFO] - Valid | Epoch 249 | 7/20 | 3.33 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.139
[2024-12-12 14:52:28,765][demucs.solver][INFO] - Valid | Epoch 249 | 8/20 | 3.45 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.137
[2024-12-12 14:52:28,969][demucs.solver][INFO] - Valid | Epoch 249 | 9/20 | 3.56 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.142
[2024-12-12 14:52:29,165][demucs.solver][INFO] - Valid | Epoch 249 | 10/20 | 3.66 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.129
[2024-12-12 14:52:29,400][demucs.solver][INFO] - Valid | Epoch 249 | 11/20 | 3.70 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.123
[2024-12-12 14:52:29,618][demucs.solver][INFO] - Valid | Epoch 249 | 12/20 | 3.76 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.104
[2024-12-12 14:52:29,795][demucs.solver][INFO] - Valid | Epoch 249 | 13/20 | 3.85 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.105
[2024-12-12 14:52:29,978][demucs.solver][INFO] - Valid | Epoch 249 | 14/20 | 3.93 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.107
[2024-12-12 14:52:30,204][demucs.solver][INFO] - Valid | Epoch 249 | 15/20 | 3.95 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.111
[2024-12-12 14:52:30,402][demucs.solver][INFO] - Valid | Epoch 249 | 16/20 | 4.00 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.113
[2024-12-12 14:52:30,600][demucs.solver][INFO] - Valid | Epoch 249 | 17/20 | 4.05 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.116
[2024-12-12 14:52:30,776][demucs.solver][INFO] - Valid | Epoch 249 | 18/20 | 4.11 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.105
[2024-12-12 14:52:30,952][demucs.solver][INFO] - Valid | Epoch 249 | 19/20 | 4.17 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.113
[2024-12-12 14:52:31,386][demucs.solver][INFO] - Valid Summary | Epoch 249 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 14:52:32,761][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:52:32,762][demucs.solver][INFO] - Training...
[2024-12-12 14:52:42,588][demucs.solver][INFO] - Train | Epoch 250 | 1/14 | 0.25 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 0.1045
[2024-12-12 14:52:43,231][demucs.solver][INFO] - Train | Epoch 250 | 2/14 | 0.35 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.0873
[2024-12-12 14:52:43,876][demucs.solver][INFO] - Train | Epoch 250 | 3/14 | 0.43 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.1086
[2024-12-12 14:52:44,514][demucs.solver][INFO] - Train | Epoch 250 | 4/14 | 0.51 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.1036
[2024-12-12 14:52:45,155][demucs.solver][INFO] - Train | Epoch 250 | 5/14 | 0.57 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.1449
[2024-12-12 14:52:45,796][demucs.solver][INFO] - Train | Epoch 250 | 6/14 | 0.63 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.1363
[2024-12-12 14:52:46,439][demucs.solver][INFO] - Train | Epoch 250 | 7/14 | 0.68 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.1548
[2024-12-12 14:52:47,075][demucs.solver][INFO] - Train | Epoch 250 | 8/14 | 0.72 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.1524
[2024-12-12 14:52:47,728][demucs.solver][INFO] - Train | Epoch 250 | 9/14 | 0.76 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.1597
[2024-12-12 14:52:48,374][demucs.solver][INFO] - Train | Epoch 250 | 10/14 | 0.80 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.1520
[2024-12-12 14:52:49,005][demucs.solver][INFO] - Train | Epoch 250 | 11/14 | 0.83 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.1453
[2024-12-12 14:52:49,633][demucs.solver][INFO] - Train | Epoch 250 | 12/14 | 0.87 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.1420
[2024-12-12 14:52:50,260][demucs.solver][INFO] - Train | Epoch 250 | 13/14 | 0.90 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.1370
[2024-12-12 14:52:50,617][demucs.solver][INFO] - Train Summary | Epoch 250 | Loss=0.2478 | Reco=0.2478 | Grad=0.1370
[2024-12-12 14:52:50,618][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:52:50,618][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:52:53,092][demucs.solver][INFO] - Valid | Epoch 250 | 1/20 | 2.09 it/sec | Loss 0.5841 | Reco 0.5841 | Nsdr 1.112
[2024-12-12 14:52:53,349][demucs.solver][INFO] - Valid | Epoch 250 | 2/20 | 2.47 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 1.071
[2024-12-12 14:52:53,565][demucs.solver][INFO] - Valid | Epoch 250 | 3/20 | 2.80 it/sec | Loss 0.5004 | Reco 0.5004 | Nsdr 1.101
[2024-12-12 14:52:53,753][demucs.solver][INFO] - Valid | Epoch 250 | 4/20 | 3.09 it/sec | Loss 0.5187 | Reco 0.5187 | Nsdr 1.123
[2024-12-12 14:52:53,950][demucs.solver][INFO] - Valid | Epoch 250 | 5/20 | 3.31 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.118
[2024-12-12 14:52:54,104][demucs.solver][INFO] - Valid | Epoch 250 | 6/20 | 3.56 it/sec | Loss 0.5234 | Reco 0.5234 | Nsdr 1.123
[2024-12-12 14:52:54,281][demucs.solver][INFO] - Valid | Epoch 250 | 7/20 | 3.73 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.130
[2024-12-12 14:52:54,483][demucs.solver][INFO] - Valid | Epoch 250 | 8/20 | 3.83 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.129
[2024-12-12 14:52:54,690][demucs.solver][INFO] - Valid | Epoch 250 | 9/20 | 3.92 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.134
[2024-12-12 14:52:54,878][demucs.solver][INFO] - Valid | Epoch 250 | 10/20 | 4.01 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.121
[2024-12-12 14:52:55,076][demucs.solver][INFO] - Valid | Epoch 250 | 11/20 | 4.08 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.115
[2024-12-12 14:52:55,253][demucs.solver][INFO] - Valid | Epoch 250 | 12/20 | 4.17 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.097
[2024-12-12 14:52:55,449][demucs.solver][INFO] - Valid | Epoch 250 | 13/20 | 4.23 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.097
[2024-12-12 14:52:55,645][demucs.solver][INFO] - Valid | Epoch 250 | 14/20 | 4.28 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.099
[2024-12-12 14:52:55,842][demucs.solver][INFO] - Valid | Epoch 250 | 15/20 | 4.32 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.103
[2024-12-12 14:52:56,021][demucs.solver][INFO] - Valid | Epoch 250 | 16/20 | 4.38 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.105
[2024-12-12 14:52:56,243][demucs.solver][INFO] - Valid | Epoch 250 | 17/20 | 4.38 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.107
[2024-12-12 14:52:56,463][demucs.solver][INFO] - Valid | Epoch 250 | 18/20 | 4.39 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.096
[2024-12-12 14:52:56,660][demucs.solver][INFO] - Valid | Epoch 250 | 19/20 | 4.42 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.103
[2024-12-12 14:52:57,046][demucs.solver][INFO] - Valid Summary | Epoch 250 | Loss=0.5493 | Reco=0.5493 | Nsdr=1.103 | Best=0.5446 | Bname=main
[2024-12-12 14:52:58,438][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:52:58,439][demucs.solver][INFO] - Training...
[2024-12-12 14:53:07,967][demucs.solver][INFO] - Train | Epoch 251 | 1/14 | 0.25 it/sec | Loss 0.2666 | Reco 0.2666 | Grad 0.0807
[2024-12-12 14:53:09,390][demucs.solver][INFO] - Train | Epoch 251 | 2/14 | 0.32 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0887
[2024-12-12 14:53:10,027][demucs.solver][INFO] - Train | Epoch 251 | 3/14 | 0.40 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.0941
[2024-12-12 14:53:10,667][demucs.solver][INFO] - Train | Epoch 251 | 4/14 | 0.47 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.1054
[2024-12-12 14:53:11,307][demucs.solver][INFO] - Train | Epoch 251 | 5/14 | 0.53 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.1116
[2024-12-12 14:53:11,943][demucs.solver][INFO] - Train | Epoch 251 | 6/14 | 0.59 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.1254
[2024-12-12 14:53:12,586][demucs.solver][INFO] - Train | Epoch 251 | 7/14 | 0.64 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.1330
[2024-12-12 14:53:13,226][demucs.solver][INFO] - Train | Epoch 251 | 8/14 | 0.68 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.1374
[2024-12-12 14:53:13,860][demucs.solver][INFO] - Train | Epoch 251 | 9/14 | 0.72 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.1320
[2024-12-12 14:53:14,489][demucs.solver][INFO] - Train | Epoch 251 | 10/14 | 0.76 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.1229
[2024-12-12 14:53:15,116][demucs.solver][INFO] - Train | Epoch 251 | 11/14 | 0.79 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.1383
[2024-12-12 14:53:15,746][demucs.solver][INFO] - Train | Epoch 251 | 12/14 | 0.83 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.1399
[2024-12-12 14:53:16,375][demucs.solver][INFO] - Train | Epoch 251 | 13/14 | 0.86 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.1406
[2024-12-12 14:53:16,718][demucs.solver][INFO] - Train Summary | Epoch 251 | Loss=0.2463 | Reco=0.2463 | Grad=0.1406
[2024-12-12 14:53:16,719][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:53:16,719][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:53:19,334][demucs.solver][INFO] - Valid | Epoch 251 | 1/20 | 1.74 it/sec | Loss 0.5852 | Reco 0.5852 | Nsdr 1.107
[2024-12-12 14:53:19,709][demucs.solver][INFO] - Valid | Epoch 251 | 2/20 | 1.97 it/sec | Loss 0.4546 | Reco 0.4546 | Nsdr 1.067
[2024-12-12 14:53:20,015][demucs.solver][INFO] - Valid | Epoch 251 | 3/20 | 2.18 it/sec | Loss 0.5012 | Reco 0.5012 | Nsdr 1.100
[2024-12-12 14:53:20,406][demucs.solver][INFO] - Valid | Epoch 251 | 4/20 | 2.25 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.113
[2024-12-12 14:53:20,754][demucs.solver][INFO] - Valid | Epoch 251 | 5/20 | 2.33 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.098
[2024-12-12 14:53:21,129][demucs.solver][INFO] - Valid | Epoch 251 | 6/20 | 2.38 it/sec | Loss 0.5254 | Reco 0.5254 | Nsdr 1.101
[2024-12-12 14:53:21,558][demucs.solver][INFO] - Valid | Epoch 251 | 7/20 | 2.37 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.108
[2024-12-12 14:53:21,860][demucs.solver][INFO] - Valid | Epoch 251 | 8/20 | 2.45 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.100
[2024-12-12 14:53:22,234][demucs.solver][INFO] - Valid | Epoch 251 | 9/20 | 2.47 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.102
[2024-12-12 14:53:22,666][demucs.solver][INFO] - Valid | Epoch 251 | 10/20 | 2.45 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.092
[2024-12-12 14:53:23,031][demucs.solver][INFO] - Valid | Epoch 251 | 11/20 | 2.48 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.087
[2024-12-12 14:53:23,213][demucs.solver][INFO] - Valid | Epoch 251 | 12/20 | 2.58 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.069
[2024-12-12 14:53:23,493][demucs.solver][INFO] - Valid | Epoch 251 | 13/20 | 2.64 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.070
[2024-12-12 14:53:23,983][demucs.solver][INFO] - Valid | Epoch 251 | 14/20 | 2.59 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.072
[2024-12-12 14:53:24,273][demucs.solver][INFO] - Valid | Epoch 251 | 15/20 | 2.63 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.076
[2024-12-12 14:53:24,636][demucs.solver][INFO] - Valid | Epoch 251 | 16/20 | 2.63 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.078
[2024-12-12 14:53:24,906][demucs.solver][INFO] - Valid | Epoch 251 | 17/20 | 2.68 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.085
[2024-12-12 14:53:25,357][demucs.solver][INFO] - Valid | Epoch 251 | 18/20 | 2.65 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.076
[2024-12-12 14:53:25,873][demucs.solver][INFO] - Valid | Epoch 251 | 19/20 | 2.60 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.082
[2024-12-12 14:53:26,359][demucs.solver][INFO] - Valid Summary | Epoch 251 | Loss=0.5515 | Reco=0.5515 | Nsdr=1.082 | Best=0.5446 | Bname=main
[2024-12-12 14:53:27,809][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:53:27,810][demucs.solver][INFO] - Training...
[2024-12-12 14:53:36,439][demucs.solver][INFO] - Train | Epoch 252 | 1/14 | 0.29 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 0.0739
[2024-12-12 14:53:37,089][demucs.solver][INFO] - Train | Epoch 252 | 2/14 | 0.39 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.0807
[2024-12-12 14:53:37,740][demucs.solver][INFO] - Train | Epoch 252 | 3/14 | 0.48 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.0698
[2024-12-12 14:53:38,382][demucs.solver][INFO] - Train | Epoch 252 | 4/14 | 0.56 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 0.1125
[2024-12-12 14:53:39,029][demucs.solver][INFO] - Train | Epoch 252 | 5/14 | 0.63 it/sec | Loss 0.2633 | Reco 0.2633 | Grad 0.1022
[2024-12-12 14:53:39,677][demucs.solver][INFO] - Train | Epoch 252 | 6/14 | 0.68 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.0897
[2024-12-12 14:53:40,335][demucs.solver][INFO] - Train | Epoch 252 | 7/14 | 0.73 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 0.0970
[2024-12-12 14:53:40,976][demucs.solver][INFO] - Train | Epoch 252 | 8/14 | 0.78 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0983
[2024-12-12 14:53:41,625][demucs.solver][INFO] - Train | Epoch 252 | 9/14 | 0.82 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1014
[2024-12-12 14:53:42,280][demucs.solver][INFO] - Train | Epoch 252 | 10/14 | 0.86 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.0957
[2024-12-12 14:53:43,570][demucs.solver][INFO] - Train | Epoch 252 | 11/14 | 0.85 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0913
[2024-12-12 14:53:44,937][demucs.solver][INFO] - Train | Epoch 252 | 12/14 | 0.84 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.0891
[2024-12-12 14:53:45,567][demucs.solver][INFO] - Train | Epoch 252 | 13/14 | 0.87 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.0859
[2024-12-12 14:53:45,923][demucs.solver][INFO] - Train Summary | Epoch 252 | Loss=0.2446 | Reco=0.2446 | Grad=0.0859
[2024-12-12 14:53:45,923][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:53:45,923][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:53:48,759][demucs.solver][INFO] - Valid | Epoch 252 | 1/20 | 1.86 it/sec | Loss 0.5828 | Reco 0.5828 | Nsdr 1.140
[2024-12-12 14:53:49,138][demucs.solver][INFO] - Valid | Epoch 252 | 2/20 | 2.06 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.093
[2024-12-12 14:53:49,637][demucs.solver][INFO] - Valid | Epoch 252 | 3/20 | 2.05 it/sec | Loss 0.4992 | Reco 0.4992 | Nsdr 1.128
[2024-12-12 14:53:49,912][demucs.solver][INFO] - Valid | Epoch 252 | 4/20 | 2.24 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.146
[2024-12-12 14:53:50,435][demucs.solver][INFO] - Valid | Epoch 252 | 5/20 | 2.18 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.137
[2024-12-12 14:53:50,705][demucs.solver][INFO] - Valid | Epoch 252 | 6/20 | 2.32 it/sec | Loss 0.5224 | Reco 0.5224 | Nsdr 1.140
[2024-12-12 14:53:51,122][demucs.solver][INFO] - Valid | Epoch 252 | 7/20 | 2.33 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.148
[2024-12-12 14:53:51,381][demucs.solver][INFO] - Valid | Epoch 252 | 8/20 | 2.43 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.145
[2024-12-12 14:53:51,608][demucs.solver][INFO] - Valid | Epoch 252 | 9/20 | 2.55 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.149
[2024-12-12 14:53:51,895][demucs.solver][INFO] - Valid | Epoch 252 | 10/20 | 2.61 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.137
[2024-12-12 14:53:52,155][demucs.solver][INFO] - Valid | Epoch 252 | 11/20 | 2.68 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.130
[2024-12-12 14:53:52,421][demucs.solver][INFO] - Valid | Epoch 252 | 12/20 | 2.74 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.111
[2024-12-12 14:53:52,685][demucs.solver][INFO] - Valid | Epoch 252 | 13/20 | 2.80 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.111
[2024-12-12 14:53:53,165][demucs.solver][INFO] - Valid | Epoch 252 | 14/20 | 2.74 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.113
[2024-12-12 14:53:53,372][demucs.solver][INFO] - Valid | Epoch 252 | 15/20 | 2.81 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.117
[2024-12-12 14:53:53,597][demucs.solver][INFO] - Valid | Epoch 252 | 16/20 | 2.87 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.119
[2024-12-12 14:53:53,793][demucs.solver][INFO] - Valid | Epoch 252 | 17/20 | 2.95 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.126
[2024-12-12 14:53:53,990][demucs.solver][INFO] - Valid | Epoch 252 | 18/20 | 3.01 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.115
[2024-12-12 14:53:54,187][demucs.solver][INFO] - Valid | Epoch 252 | 19/20 | 3.07 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.122
[2024-12-12 14:53:54,632][demucs.solver][INFO] - Valid Summary | Epoch 252 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.122 | Best=0.5446 | Bname=main
[2024-12-12 14:53:56,001][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:53:56,002][demucs.solver][INFO] - Training...
[2024-12-12 14:54:06,593][demucs.solver][INFO] - Train | Epoch 253 | 1/14 | 0.22 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.0335
[2024-12-12 14:54:07,244][demucs.solver][INFO] - Train | Epoch 253 | 2/14 | 0.31 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.0513
[2024-12-12 14:54:07,895][demucs.solver][INFO] - Train | Epoch 253 | 3/14 | 0.39 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.0604
[2024-12-12 14:54:08,538][demucs.solver][INFO] - Train | Epoch 253 | 4/14 | 0.46 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 0.0761
[2024-12-12 14:54:09,178][demucs.solver][INFO] - Train | Epoch 253 | 5/14 | 0.52 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.0791
[2024-12-12 14:54:09,821][demucs.solver][INFO] - Train | Epoch 253 | 6/14 | 0.58 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0799
[2024-12-12 14:54:10,475][demucs.solver][INFO] - Train | Epoch 253 | 7/14 | 0.62 it/sec | Loss 0.2621 | Reco 0.2621 | Grad 0.0907
[2024-12-12 14:54:11,119][demucs.solver][INFO] - Train | Epoch 253 | 8/14 | 0.67 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 0.0943
[2024-12-12 14:54:11,762][demucs.solver][INFO] - Train | Epoch 253 | 9/14 | 0.71 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0913
[2024-12-12 14:54:12,404][demucs.solver][INFO] - Train | Epoch 253 | 10/14 | 0.75 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.0903
[2024-12-12 14:54:13,036][demucs.solver][INFO] - Train | Epoch 253 | 11/14 | 0.78 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0844
[2024-12-12 14:54:13,666][demucs.solver][INFO] - Train | Epoch 253 | 12/14 | 0.81 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0809
[2024-12-12 14:54:14,300][demucs.solver][INFO] - Train | Epoch 253 | 13/14 | 0.84 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.0832
[2024-12-12 14:54:14,670][demucs.solver][INFO] - Train Summary | Epoch 253 | Loss=0.2507 | Reco=0.2507 | Grad=0.0832
[2024-12-12 14:54:14,671][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:54:14,671][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:54:16,948][demucs.solver][INFO] - Valid | Epoch 253 | 1/20 | 2.93 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.179
[2024-12-12 14:54:17,110][demucs.solver][INFO] - Valid | Epoch 253 | 2/20 | 3.55 it/sec | Loss 0.4511 | Reco 0.4511 | Nsdr 1.130
[2024-12-12 14:54:17,298][demucs.solver][INFO] - Valid | Epoch 253 | 3/20 | 3.87 it/sec | Loss 0.4971 | Reco 0.4971 | Nsdr 1.163
[2024-12-12 14:54:17,498][demucs.solver][INFO] - Valid | Epoch 253 | 4/20 | 4.06 it/sec | Loss 0.5152 | Reco 0.5152 | Nsdr 1.182
[2024-12-12 14:54:17,676][demucs.solver][INFO] - Valid | Epoch 253 | 5/20 | 4.26 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.175
[2024-12-12 14:54:17,856][demucs.solver][INFO] - Valid | Epoch 253 | 6/20 | 4.40 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.177
[2024-12-12 14:54:18,059][demucs.solver][INFO] - Valid | Epoch 253 | 7/20 | 4.46 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.184
[2024-12-12 14:54:18,254][demucs.solver][INFO] - Valid | Epoch 253 | 8/20 | 4.53 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.181
[2024-12-12 14:54:18,458][demucs.solver][INFO] - Valid | Epoch 253 | 9/20 | 4.56 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.186
[2024-12-12 14:54:18,656][demucs.solver][INFO] - Valid | Epoch 253 | 10/20 | 4.60 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.173
[2024-12-12 14:54:18,855][demucs.solver][INFO] - Valid | Epoch 253 | 11/20 | 4.64 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.166
[2024-12-12 14:54:19,075][demucs.solver][INFO] - Valid | Epoch 253 | 12/20 | 4.63 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.146
[2024-12-12 14:54:19,255][demucs.solver][INFO] - Valid | Epoch 253 | 13/20 | 4.68 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.145
[2024-12-12 14:54:19,471][demucs.solver][INFO] - Valid | Epoch 253 | 14/20 | 4.68 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.147
[2024-12-12 14:54:19,667][demucs.solver][INFO] - Valid | Epoch 253 | 15/20 | 4.70 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.151
[2024-12-12 14:54:19,821][demucs.solver][INFO] - Valid | Epoch 253 | 16/20 | 4.78 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.153
[2024-12-12 14:54:20,041][demucs.solver][INFO] - Valid | Epoch 253 | 17/20 | 4.77 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.160
[2024-12-12 14:54:20,257][demucs.solver][INFO] - Valid | Epoch 253 | 18/20 | 4.76 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.149
[2024-12-12 14:54:20,411][demucs.solver][INFO] - Valid | Epoch 253 | 19/20 | 4.82 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.155
[2024-12-12 14:54:20,836][demucs.solver][INFO] - Valid Summary | Epoch 253 | Loss=0.5459 | Reco=0.5459 | Nsdr=1.155 | Best=0.5446 | Bname=main
[2024-12-12 14:54:22,119][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:54:22,119][demucs.solver][INFO] - Training...
[2024-12-12 14:54:36,280][demucs.solver][INFO] - Train | Epoch 254 | 1/14 | 0.16 it/sec | Loss 0.2232 | Reco 0.2232 | Grad 0.0588
[2024-12-12 14:54:36,930][demucs.solver][INFO] - Train | Epoch 254 | 2/14 | 0.23 it/sec | Loss 0.2238 | Reco 0.2238 | Grad 0.0879
[2024-12-12 14:54:37,573][demucs.solver][INFO] - Train | Epoch 254 | 3/14 | 0.29 it/sec | Loss 0.2309 | Reco 0.2309 | Grad 0.0735
[2024-12-12 14:54:38,213][demucs.solver][INFO] - Train | Epoch 254 | 4/14 | 0.34 it/sec | Loss 0.2333 | Reco 0.2333 | Grad 0.0723
[2024-12-12 14:54:38,850][demucs.solver][INFO] - Train | Epoch 254 | 5/14 | 0.40 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.0670
[2024-12-12 14:54:39,487][demucs.solver][INFO] - Train | Epoch 254 | 6/14 | 0.44 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.0643
[2024-12-12 14:54:40,128][demucs.solver][INFO] - Train | Epoch 254 | 7/14 | 0.49 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.0608
[2024-12-12 14:54:40,770][demucs.solver][INFO] - Train | Epoch 254 | 8/14 | 0.53 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0637
[2024-12-12 14:54:41,402][demucs.solver][INFO] - Train | Epoch 254 | 9/14 | 0.57 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0678
[2024-12-12 14:54:42,034][demucs.solver][INFO] - Train | Epoch 254 | 10/14 | 0.60 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.0663
[2024-12-12 14:54:42,667][demucs.solver][INFO] - Train | Epoch 254 | 11/14 | 0.63 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0690
[2024-12-12 14:54:43,299][demucs.solver][INFO] - Train | Epoch 254 | 12/14 | 0.66 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0774
[2024-12-12 14:54:43,933][demucs.solver][INFO] - Train | Epoch 254 | 13/14 | 0.69 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.0751
[2024-12-12 14:54:44,282][demucs.solver][INFO] - Train Summary | Epoch 254 | Loss=0.2502 | Reco=0.2502 | Grad=0.0751
[2024-12-12 14:54:44,282][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:54:44,282][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:54:46,614][demucs.solver][INFO] - Valid | Epoch 254 | 1/20 | 2.82 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.184
[2024-12-12 14:54:46,816][demucs.solver][INFO] - Valid | Epoch 254 | 2/20 | 3.30 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.137
[2024-12-12 14:54:47,015][demucs.solver][INFO] - Valid | Epoch 254 | 3/20 | 3.60 it/sec | Loss 0.4968 | Reco 0.4968 | Nsdr 1.170
[2024-12-12 14:54:47,236][demucs.solver][INFO] - Valid | Epoch 254 | 4/20 | 3.76 it/sec | Loss 0.5150 | Reco 0.5150 | Nsdr 1.187
[2024-12-12 14:54:47,465][demucs.solver][INFO] - Valid | Epoch 254 | 5/20 | 3.85 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.176
[2024-12-12 14:54:47,675][demucs.solver][INFO] - Valid | Epoch 254 | 6/20 | 3.96 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.178
[2024-12-12 14:54:47,895][demucs.solver][INFO] - Valid | Epoch 254 | 7/20 | 4.02 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.185
[2024-12-12 14:54:48,072][demucs.solver][INFO] - Valid | Epoch 254 | 8/20 | 4.15 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.180
[2024-12-12 14:54:48,293][demucs.solver][INFO] - Valid | Epoch 254 | 9/20 | 4.19 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.184
[2024-12-12 14:54:48,492][demucs.solver][INFO] - Valid | Epoch 254 | 10/20 | 4.25 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.171
[2024-12-12 14:54:48,689][demucs.solver][INFO] - Valid | Epoch 254 | 11/20 | 4.31 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.165
[2024-12-12 14:54:48,884][demucs.solver][INFO] - Valid | Epoch 254 | 12/20 | 4.36 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.145
[2024-12-12 14:54:49,091][demucs.solver][INFO] - Valid | Epoch 254 | 13/20 | 4.39 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.145
[2024-12-12 14:54:49,256][demucs.solver][INFO] - Valid | Epoch 254 | 14/20 | 4.48 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.146
[2024-12-12 14:54:49,435][demucs.solver][INFO] - Valid | Epoch 254 | 15/20 | 4.53 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.150
[2024-12-12 14:54:49,658][demucs.solver][INFO] - Valid | Epoch 254 | 16/20 | 4.53 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.152
[2024-12-12 14:54:49,855][demucs.solver][INFO] - Valid | Epoch 254 | 17/20 | 4.56 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.160
[2024-12-12 14:54:50,072][demucs.solver][INFO] - Valid | Epoch 254 | 18/20 | 4.56 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.149
[2024-12-12 14:54:50,292][demucs.solver][INFO] - Valid | Epoch 254 | 19/20 | 4.56 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.156
[2024-12-12 14:54:50,734][demucs.solver][INFO] - Valid Summary | Epoch 254 | Loss=0.5460 | Reco=0.5460 | Nsdr=1.156 | Best=0.5446 | Bname=main
[2024-12-12 14:54:52,100][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:54:52,100][demucs.solver][INFO] - Training...
[2024-12-12 14:54:59,099][demucs.solver][INFO] - Train | Epoch 255 | 1/14 | 0.37 it/sec | Loss 0.2839 | Reco 0.2839 | Grad 0.1843
[2024-12-12 14:54:59,753][demucs.solver][INFO] - Train | Epoch 255 | 2/14 | 0.50 it/sec | Loss 0.2892 | Reco 0.2892 | Grad 0.1771
[2024-12-12 14:55:00,399][demucs.solver][INFO] - Train | Epoch 255 | 3/14 | 0.60 it/sec | Loss 0.2901 | Reco 0.2901 | Grad 0.1764
[2024-12-12 14:55:01,051][demucs.solver][INFO] - Train | Epoch 255 | 4/14 | 0.68 it/sec | Loss 0.2776 | Reco 0.2776 | Grad 0.1500
[2024-12-12 14:55:01,703][demucs.solver][INFO] - Train | Epoch 255 | 5/14 | 0.75 it/sec | Loss 0.2667 | Reco 0.2667 | Grad 0.1505
[2024-12-12 14:55:02,345][demucs.solver][INFO] - Train | Epoch 255 | 6/14 | 0.81 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.1430
[2024-12-12 14:55:02,990][demucs.solver][INFO] - Train | Epoch 255 | 7/14 | 0.87 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.1307
[2024-12-12 14:55:03,633][demucs.solver][INFO] - Train | Epoch 255 | 8/14 | 0.91 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.1218
[2024-12-12 14:55:04,268][demucs.solver][INFO] - Train | Epoch 255 | 9/14 | 0.95 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.1119
[2024-12-12 14:55:04,901][demucs.solver][INFO] - Train | Epoch 255 | 10/14 | 0.99 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.1056
[2024-12-12 14:55:05,535][demucs.solver][INFO] - Train | Epoch 255 | 11/14 | 1.02 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1049
[2024-12-12 14:55:06,174][demucs.solver][INFO] - Train | Epoch 255 | 12/14 | 1.05 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.1009
[2024-12-12 14:55:06,806][demucs.solver][INFO] - Train | Epoch 255 | 13/14 | 1.07 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.0974
[2024-12-12 14:55:07,162][demucs.solver][INFO] - Train Summary | Epoch 255 | Loss=0.2524 | Reco=0.2524 | Grad=0.0974
[2024-12-12 14:55:07,162][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:55:07,163][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:55:10,709][demucs.solver][INFO] - Valid | Epoch 255 | 1/20 | 1.01 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.143
[2024-12-12 14:55:11,344][demucs.solver][INFO] - Valid | Epoch 255 | 2/20 | 1.15 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 1.106
[2024-12-12 14:55:11,833][demucs.solver][INFO] - Valid | Epoch 255 | 3/20 | 1.29 it/sec | Loss 0.4987 | Reco 0.4987 | Nsdr 1.133
[2024-12-12 14:55:12,220][demucs.solver][INFO] - Valid | Epoch 255 | 4/20 | 1.43 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.152
[2024-12-12 14:55:12,477][demucs.solver][INFO] - Valid | Epoch 255 | 5/20 | 1.60 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.142
[2024-12-12 14:55:12,759][demucs.solver][INFO] - Valid | Epoch 255 | 6/20 | 1.74 it/sec | Loss 0.5220 | Reco 0.5220 | Nsdr 1.147
[2024-12-12 14:55:13,105][demucs.solver][INFO] - Valid | Epoch 255 | 7/20 | 1.83 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.154
[2024-12-12 14:55:13,375][demucs.solver][INFO] - Valid | Epoch 255 | 8/20 | 1.94 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.150
[2024-12-12 14:55:13,622][demucs.solver][INFO] - Valid | Epoch 255 | 9/20 | 2.04 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.154
[2024-12-12 14:55:13,841][demucs.solver][INFO] - Valid | Epoch 255 | 10/20 | 2.15 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.142
[2024-12-12 14:55:14,087][demucs.solver][INFO] - Valid | Epoch 255 | 11/20 | 2.24 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.136
[2024-12-12 14:55:14,299][demucs.solver][INFO] - Valid | Epoch 255 | 12/20 | 2.33 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.118
[2024-12-12 14:55:14,495][demucs.solver][INFO] - Valid | Epoch 255 | 13/20 | 2.43 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.119
[2024-12-12 14:55:14,648][demucs.solver][INFO] - Valid | Epoch 255 | 14/20 | 2.53 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.121
[2024-12-12 14:55:14,868][demucs.solver][INFO] - Valid | Epoch 255 | 15/20 | 2.61 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.125
[2024-12-12 14:55:15,067][demucs.solver][INFO] - Valid | Epoch 255 | 16/20 | 2.68 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.128
[2024-12-12 14:55:15,269][demucs.solver][INFO] - Valid | Epoch 255 | 17/20 | 2.75 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.131
[2024-12-12 14:55:15,483][demucs.solver][INFO] - Valid | Epoch 255 | 18/20 | 2.81 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.120
[2024-12-12 14:55:15,681][demucs.solver][INFO] - Valid | Epoch 255 | 19/20 | 2.88 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.127
[2024-12-12 14:55:16,076][demucs.solver][INFO] - Valid Summary | Epoch 255 | Loss=0.5478 | Reco=0.5478 | Nsdr=1.127 | Best=0.5446 | Bname=main
[2024-12-12 14:55:17,396][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:55:17,396][demucs.solver][INFO] - Training...
[2024-12-12 14:55:26,933][demucs.solver][INFO] - Train | Epoch 256 | 1/14 | 0.25 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.0986
[2024-12-12 14:55:27,628][demucs.solver][INFO] - Train | Epoch 256 | 2/14 | 0.35 it/sec | Loss 0.2782 | Reco 0.2782 | Grad 0.1224
[2024-12-12 14:55:28,288][demucs.solver][INFO] - Train | Epoch 256 | 3/14 | 0.43 it/sec | Loss 0.2767 | Reco 0.2767 | Grad 0.1269
[2024-12-12 14:55:28,987][demucs.solver][INFO] - Train | Epoch 256 | 4/14 | 0.50 it/sec | Loss 0.2704 | Reco 0.2704 | Grad 0.1121
[2024-12-12 14:55:29,674][demucs.solver][INFO] - Train | Epoch 256 | 5/14 | 0.56 it/sec | Loss 0.2657 | Reco 0.2657 | Grad 0.1073
[2024-12-12 14:55:30,312][demucs.solver][INFO] - Train | Epoch 256 | 6/14 | 0.62 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.1031
[2024-12-12 14:55:30,949][demucs.solver][INFO] - Train | Epoch 256 | 7/14 | 0.67 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.1004
[2024-12-12 14:55:31,585][demucs.solver][INFO] - Train | Epoch 256 | 8/14 | 0.71 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.1006
[2024-12-12 14:55:32,227][demucs.solver][INFO] - Train | Epoch 256 | 9/14 | 0.75 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.1035
[2024-12-12 14:55:32,858][demucs.solver][INFO] - Train | Epoch 256 | 10/14 | 0.79 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.1015
[2024-12-12 14:55:33,494][demucs.solver][INFO] - Train | Epoch 256 | 11/14 | 0.83 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.1038
[2024-12-12 14:55:34,128][demucs.solver][INFO] - Train | Epoch 256 | 12/14 | 0.86 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.1154
[2024-12-12 14:55:34,753][demucs.solver][INFO] - Train | Epoch 256 | 13/14 | 0.89 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.1126
[2024-12-12 14:55:35,105][demucs.solver][INFO] - Train Summary | Epoch 256 | Loss=0.2553 | Reco=0.2553 | Grad=0.1126
[2024-12-12 14:55:35,105][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:55:35,105][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:55:38,471][demucs.solver][INFO] - Valid | Epoch 256 | 1/20 | 1.08 it/sec | Loss 0.5849 | Reco 0.5849 | Nsdr 1.120
[2024-12-12 14:55:38,647][demucs.solver][INFO] - Valid | Epoch 256 | 2/20 | 1.47 it/sec | Loss 0.4546 | Reco 0.4546 | Nsdr 1.079
[2024-12-12 14:55:38,802][demucs.solver][INFO] - Valid | Epoch 256 | 3/20 | 1.83 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.107
[2024-12-12 14:55:38,957][demucs.solver][INFO] - Valid | Epoch 256 | 4/20 | 2.13 it/sec | Loss 0.5198 | Reco 0.5198 | Nsdr 1.121
[2024-12-12 14:55:39,134][demucs.solver][INFO] - Valid | Epoch 256 | 5/20 | 2.38 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.106
[2024-12-12 14:55:39,314][demucs.solver][INFO] - Valid | Epoch 256 | 6/20 | 2.59 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.109
[2024-12-12 14:55:39,518][demucs.solver][INFO] - Valid | Epoch 256 | 7/20 | 2.75 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.114
[2024-12-12 14:55:39,704][demucs.solver][INFO] - Valid | Epoch 256 | 8/20 | 2.91 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.107
[2024-12-12 14:55:39,884][demucs.solver][INFO] - Valid | Epoch 256 | 9/20 | 3.06 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.109
[2024-12-12 14:55:40,106][demucs.solver][INFO] - Valid | Epoch 256 | 10/20 | 3.15 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.099
[2024-12-12 14:55:40,287][demucs.solver][INFO] - Valid | Epoch 256 | 11/20 | 3.27 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.094
[2024-12-12 14:55:40,485][demucs.solver][INFO] - Valid | Epoch 256 | 12/20 | 3.36 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.076
[2024-12-12 14:55:40,683][demucs.solver][INFO] - Valid | Epoch 256 | 13/20 | 3.44 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.077
[2024-12-12 14:55:40,881][demucs.solver][INFO] - Valid | Epoch 256 | 14/20 | 3.52 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.078
[2024-12-12 14:55:41,089][demucs.solver][INFO] - Valid | Epoch 256 | 15/20 | 3.58 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.082
[2024-12-12 14:55:41,286][demucs.solver][INFO] - Valid | Epoch 256 | 16/20 | 3.64 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.085
[2024-12-12 14:55:41,484][demucs.solver][INFO] - Valid | Epoch 256 | 17/20 | 3.70 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.093
[2024-12-12 14:55:41,678][demucs.solver][INFO] - Valid | Epoch 256 | 18/20 | 3.75 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.084
[2024-12-12 14:55:41,873][demucs.solver][INFO] - Valid | Epoch 256 | 19/20 | 3.80 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.090
[2024-12-12 14:55:42,393][demucs.solver][INFO] - Valid Summary | Epoch 256 | Loss=0.5512 | Reco=0.5512 | Nsdr=1.090 | Best=0.5446 | Bname=main
[2024-12-12 14:55:43,794][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:55:43,794][demucs.solver][INFO] - Training...
[2024-12-12 14:55:52,205][demucs.solver][INFO] - Train | Epoch 257 | 1/14 | 0.29 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.0447
[2024-12-12 14:55:53,084][demucs.solver][INFO] - Train | Epoch 257 | 2/14 | 0.39 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 0.0981
[2024-12-12 14:55:53,734][demucs.solver][INFO] - Train | Epoch 257 | 3/14 | 0.48 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 0.1004
[2024-12-12 14:55:54,938][demucs.solver][INFO] - Train | Epoch 257 | 4/14 | 0.52 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.1053
[2024-12-12 14:55:55,894][demucs.solver][INFO] - Train | Epoch 257 | 5/14 | 0.57 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.0985
[2024-12-12 14:55:56,539][demucs.solver][INFO] - Train | Epoch 257 | 6/14 | 0.63 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.0957
[2024-12-12 14:55:57,255][demucs.solver][INFO] - Train | Epoch 257 | 7/14 | 0.68 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.0964
[2024-12-12 14:55:57,985][demucs.solver][INFO] - Train | Epoch 257 | 8/14 | 0.72 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.0905
[2024-12-12 14:55:58,642][demucs.solver][INFO] - Train | Epoch 257 | 9/14 | 0.76 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0879
[2024-12-12 14:55:59,336][demucs.solver][INFO] - Train | Epoch 257 | 10/14 | 0.79 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.1020
[2024-12-12 14:56:00,049][demucs.solver][INFO] - Train | Epoch 257 | 11/14 | 0.82 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1096
[2024-12-12 14:56:00,796][demucs.solver][INFO] - Train | Epoch 257 | 12/14 | 0.84 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.1063
[2024-12-12 14:56:01,491][demucs.solver][INFO] - Train | Epoch 257 | 13/14 | 0.87 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.1117
[2024-12-12 14:56:01,829][demucs.solver][INFO] - Train Summary | Epoch 257 | Loss=0.2505 | Reco=0.2505 | Grad=0.1117
[2024-12-12 14:56:01,830][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:56:01,830][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:56:04,353][demucs.solver][INFO] - Valid | Epoch 257 | 1/20 | 2.12 it/sec | Loss 0.5830 | Reco 0.5830 | Nsdr 1.136
[2024-12-12 14:56:04,674][demucs.solver][INFO] - Valid | Epoch 257 | 2/20 | 2.37 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.091
[2024-12-12 14:56:05,019][demucs.solver][INFO] - Valid | Epoch 257 | 3/20 | 2.49 it/sec | Loss 0.4994 | Reco 0.4994 | Nsdr 1.122
[2024-12-12 14:56:05,464][demucs.solver][INFO] - Valid | Epoch 257 | 4/20 | 2.44 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.139
[2024-12-12 14:56:05,887][demucs.solver][INFO] - Valid | Epoch 257 | 5/20 | 2.42 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.130
[2024-12-12 14:56:06,330][demucs.solver][INFO] - Valid | Epoch 257 | 6/20 | 2.40 it/sec | Loss 0.5229 | Reco 0.5229 | Nsdr 1.132
[2024-12-12 14:56:06,750][demucs.solver][INFO] - Valid | Epoch 257 | 7/20 | 2.40 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.139
[2024-12-12 14:56:06,988][demucs.solver][INFO] - Valid | Epoch 257 | 8/20 | 2.52 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.135
[2024-12-12 14:56:07,165][demucs.solver][INFO] - Valid | Epoch 257 | 9/20 | 2.66 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.139
[2024-12-12 14:56:07,385][demucs.solver][INFO] - Valid | Epoch 257 | 10/20 | 2.77 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.127
[2024-12-12 14:56:07,580][demucs.solver][INFO] - Valid | Epoch 257 | 11/20 | 2.88 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.121
[2024-12-12 14:56:07,796][demucs.solver][INFO] - Valid | Epoch 257 | 12/20 | 2.96 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.102
[2024-12-12 14:56:07,993][demucs.solver][INFO] - Valid | Epoch 257 | 13/20 | 3.06 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.103
[2024-12-12 14:56:08,211][demucs.solver][INFO] - Valid | Epoch 257 | 14/20 | 3.12 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.105
[2024-12-12 14:56:08,429][demucs.solver][INFO] - Valid | Epoch 257 | 15/20 | 3.19 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.108
[2024-12-12 14:56:08,628][demucs.solver][INFO] - Valid | Epoch 257 | 16/20 | 3.26 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.111
[2024-12-12 14:56:08,823][demucs.solver][INFO] - Valid | Epoch 257 | 17/20 | 3.33 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.118
[2024-12-12 14:56:09,017][demucs.solver][INFO] - Valid | Epoch 257 | 18/20 | 3.39 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.107
[2024-12-12 14:56:09,213][demucs.solver][INFO] - Valid | Epoch 257 | 19/20 | 3.45 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.113
[2024-12-12 14:56:09,683][demucs.solver][INFO] - Valid Summary | Epoch 257 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 14:56:11,017][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:56:11,017][demucs.solver][INFO] - Training...
[2024-12-12 14:56:21,065][demucs.solver][INFO] - Train | Epoch 258 | 1/14 | 0.24 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.1156
[2024-12-12 14:56:21,713][demucs.solver][INFO] - Train | Epoch 258 | 2/14 | 0.33 it/sec | Loss 0.2612 | Reco 0.2612 | Grad 0.1308
[2024-12-12 14:56:22,381][demucs.solver][INFO] - Train | Epoch 258 | 3/14 | 0.41 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.1489
[2024-12-12 14:56:23,033][demucs.solver][INFO] - Train | Epoch 258 | 4/14 | 0.48 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1450
[2024-12-12 14:56:23,779][demucs.solver][INFO] - Train | Epoch 258 | 5/14 | 0.54 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.1284
[2024-12-12 14:56:24,994][demucs.solver][INFO] - Train | Epoch 258 | 6/14 | 0.57 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.1345
[2024-12-12 14:56:26,210][demucs.solver][INFO] - Train | Epoch 258 | 7/14 | 0.59 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.1346
[2024-12-12 14:56:27,407][demucs.solver][INFO] - Train | Epoch 258 | 8/14 | 0.61 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.1240
[2024-12-12 14:56:28,341][demucs.solver][INFO] - Train | Epoch 258 | 9/14 | 0.64 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.1171
[2024-12-12 14:56:28,983][demucs.solver][INFO] - Train | Epoch 258 | 10/14 | 0.67 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.1127
[2024-12-12 14:56:29,622][demucs.solver][INFO] - Train | Epoch 258 | 11/14 | 0.71 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.1180
[2024-12-12 14:56:30,279][demucs.solver][INFO] - Train | Epoch 258 | 12/14 | 0.74 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.1182
[2024-12-12 14:56:30,924][demucs.solver][INFO] - Train | Epoch 258 | 13/14 | 0.76 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.1163
[2024-12-12 14:56:31,293][demucs.solver][INFO] - Train Summary | Epoch 258 | Loss=0.2477 | Reco=0.2477 | Grad=0.1163
[2024-12-12 14:56:31,293][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:56:31,293][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:56:33,507][demucs.solver][INFO] - Valid | Epoch 258 | 1/20 | 2.85 it/sec | Loss 0.5848 | Reco 0.5848 | Nsdr 1.111
[2024-12-12 14:56:33,733][demucs.solver][INFO] - Valid | Epoch 258 | 2/20 | 3.23 it/sec | Loss 0.4545 | Reco 0.4545 | Nsdr 1.070
[2024-12-12 14:56:33,938][demucs.solver][INFO] - Valid | Epoch 258 | 3/20 | 3.53 it/sec | Loss 0.5010 | Reco 0.5010 | Nsdr 1.098
[2024-12-12 14:56:34,135][demucs.solver][INFO] - Valid | Epoch 258 | 4/20 | 3.76 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.115
[2024-12-12 14:56:34,313][demucs.solver][INFO] - Valid | Epoch 258 | 5/20 | 3.98 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.103
[2024-12-12 14:56:34,511][demucs.solver][INFO] - Valid | Epoch 258 | 6/20 | 4.10 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.107
[2024-12-12 14:56:34,711][demucs.solver][INFO] - Valid | Epoch 258 | 7/20 | 4.20 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.114
[2024-12-12 14:56:34,936][demucs.solver][INFO] - Valid | Epoch 258 | 8/20 | 4.22 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.108
[2024-12-12 14:56:35,157][demucs.solver][INFO] - Valid | Epoch 258 | 9/20 | 4.25 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.112
[2024-12-12 14:56:35,354][demucs.solver][INFO] - Valid | Epoch 258 | 10/20 | 4.31 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.101
[2024-12-12 14:56:35,552][demucs.solver][INFO] - Valid | Epoch 258 | 11/20 | 4.37 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.095
[2024-12-12 14:56:35,754][demucs.solver][INFO] - Valid | Epoch 258 | 12/20 | 4.41 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.078
[2024-12-12 14:56:35,934][demucs.solver][INFO] - Valid | Epoch 258 | 13/20 | 4.47 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.079
[2024-12-12 14:56:36,135][demucs.solver][INFO] - Valid | Epoch 258 | 14/20 | 4.50 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.081
[2024-12-12 14:56:36,316][demucs.solver][INFO] - Valid | Epoch 258 | 15/20 | 4.56 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.085
[2024-12-12 14:56:36,534][demucs.solver][INFO] - Valid | Epoch 258 | 16/20 | 4.56 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.088
[2024-12-12 14:56:36,716][demucs.solver][INFO] - Valid | Epoch 258 | 17/20 | 4.60 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.094
[2024-12-12 14:56:36,934][demucs.solver][INFO] - Valid | Epoch 258 | 18/20 | 4.60 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.083
[2024-12-12 14:56:37,131][demucs.solver][INFO] - Valid | Epoch 258 | 19/20 | 4.62 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.090
[2024-12-12 14:56:37,585][demucs.solver][INFO] - Valid Summary | Epoch 258 | Loss=0.5508 | Reco=0.5508 | Nsdr=1.090 | Best=0.5446 | Bname=main
[2024-12-12 14:56:38,976][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:56:38,976][demucs.solver][INFO] - Training...
[2024-12-12 14:56:45,551][demucs.solver][INFO] - Train | Epoch 259 | 1/14 | 0.41 it/sec | Loss 0.2637 | Reco 0.2637 | Grad 0.1183
[2024-12-12 14:56:47,255][demucs.solver][INFO] - Train | Epoch 259 | 2/14 | 0.45 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.0942
[2024-12-12 14:56:47,904][demucs.solver][INFO] - Train | Epoch 259 | 3/14 | 0.55 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.0842
[2024-12-12 14:56:48,577][demucs.solver][INFO] - Train | Epoch 259 | 4/14 | 0.63 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0854
[2024-12-12 14:56:49,223][demucs.solver][INFO] - Train | Epoch 259 | 5/14 | 0.70 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.0915
[2024-12-12 14:56:49,871][demucs.solver][INFO] - Train | Epoch 259 | 6/14 | 0.76 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.1006
[2024-12-12 14:56:50,508][demucs.solver][INFO] - Train | Epoch 259 | 7/14 | 0.81 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.0977
[2024-12-12 14:56:51,141][demucs.solver][INFO] - Train | Epoch 259 | 8/14 | 0.86 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.1032
[2024-12-12 14:56:51,775][demucs.solver][INFO] - Train | Epoch 259 | 9/14 | 0.90 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.1031
[2024-12-12 14:56:52,410][demucs.solver][INFO] - Train | Epoch 259 | 10/14 | 0.94 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.1040
[2024-12-12 14:56:53,047][demucs.solver][INFO] - Train | Epoch 259 | 11/14 | 0.97 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.1005
[2024-12-12 14:56:53,685][demucs.solver][INFO] - Train | Epoch 259 | 12/14 | 1.00 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.1023
[2024-12-12 14:56:54,319][demucs.solver][INFO] - Train | Epoch 259 | 13/14 | 1.02 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.1096
[2024-12-12 14:56:54,659][demucs.solver][INFO] - Train Summary | Epoch 259 | Loss=0.2574 | Reco=0.2574 | Grad=0.1096
[2024-12-12 14:56:54,659][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:56:54,659][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:56:57,313][demucs.solver][INFO] - Valid | Epoch 259 | 1/20 | 1.84 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 1.138
[2024-12-12 14:56:57,732][demucs.solver][INFO] - Valid | Epoch 259 | 2/20 | 1.99 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.094
[2024-12-12 14:56:58,092][demucs.solver][INFO] - Valid | Epoch 259 | 3/20 | 2.14 it/sec | Loss 0.4990 | Reco 0.4990 | Nsdr 1.125
[2024-12-12 14:56:58,365][demucs.solver][INFO] - Valid | Epoch 259 | 4/20 | 2.34 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.144
[2024-12-12 14:56:58,728][demucs.solver][INFO] - Valid | Epoch 259 | 5/20 | 2.40 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.133
[2024-12-12 14:56:58,936][demucs.solver][INFO] - Valid | Epoch 259 | 6/20 | 2.58 it/sec | Loss 0.5224 | Reco 0.5224 | Nsdr 1.136
[2024-12-12 14:56:59,137][demucs.solver][INFO] - Valid | Epoch 259 | 7/20 | 2.75 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.143
[2024-12-12 14:56:59,401][demucs.solver][INFO] - Valid | Epoch 259 | 8/20 | 2.84 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.139
[2024-12-12 14:56:59,623][demucs.solver][INFO] - Valid | Epoch 259 | 9/20 | 2.94 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.142
[2024-12-12 14:56:59,904][demucs.solver][INFO] - Valid | Epoch 259 | 10/20 | 2.99 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.130
[2024-12-12 14:57:00,118][demucs.solver][INFO] - Valid | Epoch 259 | 11/20 | 3.08 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.124
[2024-12-12 14:57:00,335][demucs.solver][INFO] - Valid | Epoch 259 | 12/20 | 3.16 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.106
[2024-12-12 14:57:00,539][demucs.solver][INFO] - Valid | Epoch 259 | 13/20 | 3.25 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.107
[2024-12-12 14:57:00,738][demucs.solver][INFO] - Valid | Epoch 259 | 14/20 | 3.33 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.109
[2024-12-12 14:57:00,937][demucs.solver][INFO] - Valid | Epoch 259 | 15/20 | 3.40 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.113
[2024-12-12 14:57:01,134][demucs.solver][INFO] - Valid | Epoch 259 | 16/20 | 3.46 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.116
[2024-12-12 14:57:01,310][demucs.solver][INFO] - Valid | Epoch 259 | 17/20 | 3.54 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.122
[2024-12-12 14:57:01,530][demucs.solver][INFO] - Valid | Epoch 259 | 18/20 | 3.58 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.111
[2024-12-12 14:57:01,749][demucs.solver][INFO] - Valid | Epoch 259 | 19/20 | 3.62 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.118
[2024-12-12 14:57:02,213][demucs.solver][INFO] - Valid Summary | Epoch 259 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.118 | Best=0.5446 | Bname=main
[2024-12-12 14:57:03,506][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:57:03,506][demucs.solver][INFO] - Training...
[2024-12-12 14:57:13,184][demucs.solver][INFO] - Train | Epoch 260 | 1/14 | 0.25 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.0873
[2024-12-12 14:57:13,837][demucs.solver][INFO] - Train | Epoch 260 | 2/14 | 0.34 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.1477
[2024-12-12 14:57:14,484][demucs.solver][INFO] - Train | Epoch 260 | 3/14 | 0.43 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.1260
[2024-12-12 14:57:15,138][demucs.solver][INFO] - Train | Epoch 260 | 4/14 | 0.50 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1253
[2024-12-12 14:57:15,789][demucs.solver][INFO] - Train | Epoch 260 | 5/14 | 0.56 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.1194
[2024-12-12 14:57:16,432][demucs.solver][INFO] - Train | Epoch 260 | 6/14 | 0.62 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.1291
[2024-12-12 14:57:17,079][demucs.solver][INFO] - Train | Epoch 260 | 7/14 | 0.67 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1288
[2024-12-12 14:57:17,709][demucs.solver][INFO] - Train | Epoch 260 | 8/14 | 0.71 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.1290
[2024-12-12 14:57:18,339][demucs.solver][INFO] - Train | Epoch 260 | 9/14 | 0.75 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.1238
[2024-12-12 14:57:18,969][demucs.solver][INFO] - Train | Epoch 260 | 10/14 | 0.79 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.1199
[2024-12-12 14:57:19,604][demucs.solver][INFO] - Train | Epoch 260 | 11/14 | 0.83 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.1166
[2024-12-12 14:57:20,238][demucs.solver][INFO] - Train | Epoch 260 | 12/14 | 0.86 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.1262
[2024-12-12 14:57:20,874][demucs.solver][INFO] - Train | Epoch 260 | 13/14 | 0.89 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.1241
[2024-12-12 14:57:21,211][demucs.solver][INFO] - Train Summary | Epoch 260 | Loss=0.2511 | Reco=0.2511 | Grad=0.1241
[2024-12-12 14:57:21,212][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:57:21,212][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:57:24,045][demucs.solver][INFO] - Valid | Epoch 260 | 1/20 | 1.71 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.169
[2024-12-12 14:57:24,285][demucs.solver][INFO] - Valid | Epoch 260 | 2/20 | 2.13 it/sec | Loss 0.4510 | Reco 0.4510 | Nsdr 1.124
[2024-12-12 14:57:24,740][demucs.solver][INFO] - Valid | Epoch 260 | 3/20 | 2.15 it/sec | Loss 0.4972 | Reco 0.4972 | Nsdr 1.157
[2024-12-12 14:57:25,096][demucs.solver][INFO] - Valid | Epoch 260 | 4/20 | 2.25 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.171
[2024-12-12 14:57:25,608][demucs.solver][INFO] - Valid | Epoch 260 | 5/20 | 2.20 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.157
[2024-12-12 14:57:26,092][demucs.solver][INFO] - Valid | Epoch 260 | 6/20 | 2.18 it/sec | Loss 0.5208 | Reco 0.5208 | Nsdr 1.159
[2024-12-12 14:57:26,476][demucs.solver][INFO] - Valid | Epoch 260 | 7/20 | 2.22 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.166
[2024-12-12 14:57:26,935][demucs.solver][INFO] - Valid | Epoch 260 | 8/20 | 2.22 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.160
[2024-12-12 14:57:27,282][demucs.solver][INFO] - Valid | Epoch 260 | 9/20 | 2.27 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.161
[2024-12-12 14:57:27,639][demucs.solver][INFO] - Valid | Epoch 260 | 10/20 | 2.31 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.150
[2024-12-12 14:57:27,932][demucs.solver][INFO] - Valid | Epoch 260 | 11/20 | 2.37 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.145
[2024-12-12 14:57:28,111][demucs.solver][INFO] - Valid | Epoch 260 | 12/20 | 2.48 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.126
[2024-12-12 14:57:28,379][demucs.solver][INFO] - Valid | Epoch 260 | 13/20 | 2.54 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.127
[2024-12-12 14:57:28,624][demucs.solver][INFO] - Valid | Epoch 260 | 14/20 | 2.61 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.129
[2024-12-12 14:57:28,898][demucs.solver][INFO] - Valid | Epoch 260 | 15/20 | 2.66 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.132
[2024-12-12 14:57:29,086][demucs.solver][INFO] - Valid | Epoch 260 | 16/20 | 2.74 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.135
[2024-12-12 14:57:29,283][demucs.solver][INFO] - Valid | Epoch 260 | 17/20 | 2.81 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.143
[2024-12-12 14:57:29,499][demucs.solver][INFO] - Valid | Epoch 260 | 18/20 | 2.87 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.133
[2024-12-12 14:57:29,696][demucs.solver][INFO] - Valid | Epoch 260 | 19/20 | 2.93 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.139
[2024-12-12 14:57:30,101][demucs.solver][INFO] - Valid Summary | Epoch 260 | Loss=0.5469 | Reco=0.5469 | Nsdr=1.139 | Best=0.5446 | Bname=main
[2024-12-12 14:57:30,102][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:57:30,102][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 14:57:44,113][demucs.evaluate][INFO] - Eval | 1/20 | 0.30 it/sec
[2024-12-12 14:57:47,531][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 14:57:50,904][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 14:57:54,274][demucs.evaluate][INFO] - Eval | 4/20 | 0.30 it/sec
[2024-12-12 14:57:57,718][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 14:58:01,189][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 14:58:04,577][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 14:58:07,955][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 14:58:11,449][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 14:58:14,840][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 14:58:18,292][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 14:58:21,855][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 14:58:25,282][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 14:58:28,647][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 14:58:32,047][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 14:58:35,412][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 14:58:38,765][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 14:58:42,488][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 14:58:45,969][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 14:58:45,990][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 99.48 it/sec
[2024-12-12 14:58:45,999][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 102.20 it/sec
[2024-12-12 14:58:46,009][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 102.16 it/sec
[2024-12-12 14:58:46,017][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 106.90 it/sec
[2024-12-12 14:58:46,026][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 107.62 it/sec
[2024-12-12 14:58:46,036][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 105.80 it/sec
[2024-12-12 14:58:46,046][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 104.70 it/sec
[2024-12-12 14:58:46,055][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 106.15 it/sec
[2024-12-12 14:58:46,063][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 107.55 it/sec
[2024-12-12 14:58:46,077][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 102.60 it/sec
[2024-12-12 14:58:46,085][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 104.21 it/sec
[2024-12-12 14:58:46,094][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 104.70 it/sec
[2024-12-12 14:58:46,103][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 105.60 it/sec
[2024-12-12 14:58:46,113][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 105.14 it/sec
[2024-12-12 14:58:46,123][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 104.89 it/sec
[2024-12-12 14:58:46,130][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 106.46 it/sec
[2024-12-12 14:58:46,140][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 105.74 it/sec
[2024-12-12 14:58:46,148][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 106.73 it/sec
[2024-12-12 14:58:46,161][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 104.51 it/sec
[2024-12-12 14:58:46,219][demucs.solver][INFO] - Test Summary | Epoch 260 | Nsdr=1.022 | Nsdr_drums=1.059 | Nsdr_bass=1.006 | Nsdr_other=0.991 | Nsdr_vocals=1.030
[2024-12-12 14:58:47,508][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:58:47,509][demucs.solver][INFO] - Training...
[2024-12-12 14:58:56,046][demucs.solver][INFO] - Train | Epoch 261 | 1/14 | 0.29 it/sec | Loss 0.2780 | Reco 0.2780 | Grad 0.0825
[2024-12-12 14:58:57,048][demucs.solver][INFO] - Train | Epoch 261 | 2/14 | 0.38 it/sec | Loss 0.2702 | Reco 0.2702 | Grad 0.0753
[2024-12-12 14:58:57,742][demucs.solver][INFO] - Train | Epoch 261 | 3/14 | 0.46 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 0.0930
[2024-12-12 14:58:58,457][demucs.solver][INFO] - Train | Epoch 261 | 4/14 | 0.53 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.0931
[2024-12-12 14:58:59,111][demucs.solver][INFO] - Train | Epoch 261 | 5/14 | 0.60 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.1076
[2024-12-12 14:58:59,786][demucs.solver][INFO] - Train | Epoch 261 | 6/14 | 0.65 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.1033
[2024-12-12 14:59:00,437][demucs.solver][INFO] - Train | Epoch 261 | 7/14 | 0.71 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.1091
[2024-12-12 14:59:01,102][demucs.solver][INFO] - Train | Epoch 261 | 8/14 | 0.75 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1066
[2024-12-12 14:59:01,807][demucs.solver][INFO] - Train | Epoch 261 | 9/14 | 0.79 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.1241
[2024-12-12 14:59:02,449][demucs.solver][INFO] - Train | Epoch 261 | 10/14 | 0.82 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.1365
[2024-12-12 14:59:03,142][demucs.solver][INFO] - Train | Epoch 261 | 11/14 | 0.85 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.1302
[2024-12-12 14:59:03,792][demucs.solver][INFO] - Train | Epoch 261 | 12/14 | 0.88 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.1307
[2024-12-12 14:59:04,426][demucs.solver][INFO] - Train | Epoch 261 | 13/14 | 0.91 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.1237
[2024-12-12 14:59:04,745][demucs.solver][INFO] - Train Summary | Epoch 261 | Loss=0.2494 | Reco=0.2494 | Grad=0.1237
[2024-12-12 14:59:04,745][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:59:04,745][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:59:07,113][demucs.solver][INFO] - Valid | Epoch 261 | 1/20 | 2.27 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 1.197
[2024-12-12 14:59:07,334][demucs.solver][INFO] - Valid | Epoch 261 | 2/20 | 2.72 it/sec | Loss 0.4500 | Reco 0.4500 | Nsdr 1.147
[2024-12-12 14:59:07,572][demucs.solver][INFO] - Valid | Epoch 261 | 3/20 | 2.98 it/sec | Loss 0.4960 | Reco 0.4960 | Nsdr 1.184
[2024-12-12 14:59:07,784][demucs.solver][INFO] - Valid | Epoch 261 | 4/20 | 3.22 it/sec | Loss 0.5142 | Reco 0.5142 | Nsdr 1.199
[2024-12-12 14:59:07,972][demucs.solver][INFO] - Valid | Epoch 261 | 5/20 | 3.44 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.184
[2024-12-12 14:59:08,132][demucs.solver][INFO] - Valid | Epoch 261 | 6/20 | 3.68 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 1.186
[2024-12-12 14:59:08,333][demucs.solver][INFO] - Valid | Epoch 261 | 7/20 | 3.80 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.193
[2024-12-12 14:59:08,488][demucs.solver][INFO] - Valid | Epoch 261 | 8/20 | 3.99 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.187
[2024-12-12 14:59:08,643][demucs.solver][INFO] - Valid | Epoch 261 | 9/20 | 4.14 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.188
[2024-12-12 14:59:08,842][demucs.solver][INFO] - Valid | Epoch 261 | 10/20 | 4.21 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.176
[2024-12-12 14:59:09,061][demucs.solver][INFO] - Valid | Epoch 261 | 11/20 | 4.24 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.170
[2024-12-12 14:59:09,256][demucs.solver][INFO] - Valid | Epoch 261 | 12/20 | 4.30 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.151
[2024-12-12 14:59:09,455][demucs.solver][INFO] - Valid | Epoch 261 | 13/20 | 4.34 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.152
[2024-12-12 14:59:09,688][demucs.solver][INFO] - Valid | Epoch 261 | 14/20 | 4.34 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.153
[2024-12-12 14:59:09,907][demucs.solver][INFO] - Valid | Epoch 261 | 15/20 | 4.35 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.157
[2024-12-12 14:59:10,123][demucs.solver][INFO] - Valid | Epoch 261 | 16/20 | 4.37 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.160
[2024-12-12 14:59:10,298][demucs.solver][INFO] - Valid | Epoch 261 | 17/20 | 4.42 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.169
[2024-12-12 14:59:10,459][demucs.solver][INFO] - Valid | Epoch 261 | 18/20 | 4.49 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.158
[2024-12-12 14:59:10,639][demucs.solver][INFO] - Valid | Epoch 261 | 19/20 | 4.54 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.165
[2024-12-12 14:59:11,340][demucs.solver][INFO] - Valid Summary | Epoch 261 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.165 | Best=0.5446 | Bname=main
[2024-12-12 14:59:12,738][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:59:12,738][demucs.solver][INFO] - Training...
[2024-12-12 14:59:22,544][demucs.solver][INFO] - Train | Epoch 262 | 1/14 | 0.24 it/sec | Loss 0.2830 | Reco 0.2830 | Grad 0.2279
[2024-12-12 14:59:23,188][demucs.solver][INFO] - Train | Epoch 262 | 2/14 | 0.34 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 0.2098
[2024-12-12 14:59:23,833][demucs.solver][INFO] - Train | Epoch 262 | 3/14 | 0.42 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.2092
[2024-12-12 14:59:24,475][demucs.solver][INFO] - Train | Epoch 262 | 4/14 | 0.49 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.1842
[2024-12-12 14:59:25,114][demucs.solver][INFO] - Train | Epoch 262 | 5/14 | 0.56 it/sec | Loss 0.2623 | Reco 0.2623 | Grad 0.1632
[2024-12-12 14:59:25,752][demucs.solver][INFO] - Train | Epoch 262 | 6/14 | 0.61 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.1577
[2024-12-12 14:59:26,390][demucs.solver][INFO] - Train | Epoch 262 | 7/14 | 0.66 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.1666
[2024-12-12 14:59:27,028][demucs.solver][INFO] - Train | Epoch 262 | 8/14 | 0.71 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.1525
[2024-12-12 14:59:27,667][demucs.solver][INFO] - Train | Epoch 262 | 9/14 | 0.75 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.1626
[2024-12-12 14:59:28,303][demucs.solver][INFO] - Train | Epoch 262 | 10/14 | 0.79 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.1599
[2024-12-12 14:59:28,940][demucs.solver][INFO] - Train | Epoch 262 | 11/14 | 0.82 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.1509
[2024-12-12 14:59:29,571][demucs.solver][INFO] - Train | Epoch 262 | 12/14 | 0.85 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.1436
[2024-12-12 14:59:30,201][demucs.solver][INFO] - Train | Epoch 262 | 13/14 | 0.88 it/sec | Loss 0.2623 | Reco 0.2623 | Grad 0.1413
[2024-12-12 14:59:30,558][demucs.solver][INFO] - Train Summary | Epoch 262 | Loss=0.2623 | Reco=0.2623 | Grad=0.1413
[2024-12-12 14:59:30,558][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:59:30,559][demucs.solver][INFO] - Cross validation...
[2024-12-12 14:59:33,466][demucs.solver][INFO] - Valid | Epoch 262 | 1/20 | 1.48 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.171
[2024-12-12 14:59:33,818][demucs.solver][INFO] - Valid | Epoch 262 | 2/20 | 1.76 it/sec | Loss 0.4510 | Reco 0.4510 | Nsdr 1.124
[2024-12-12 14:59:34,083][demucs.solver][INFO] - Valid | Epoch 262 | 3/20 | 2.03 it/sec | Loss 0.4971 | Reco 0.4971 | Nsdr 1.156
[2024-12-12 14:59:34,305][demucs.solver][INFO] - Valid | Epoch 262 | 4/20 | 2.28 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.179
[2024-12-12 14:59:34,481][demucs.solver][INFO] - Valid | Epoch 262 | 5/20 | 2.54 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.172
[2024-12-12 14:59:34,661][demucs.solver][INFO] - Valid | Epoch 262 | 6/20 | 2.75 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.177
[2024-12-12 14:59:34,861][demucs.solver][INFO] - Valid | Epoch 262 | 7/20 | 2.91 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.186
[2024-12-12 14:59:35,092][demucs.solver][INFO] - Valid | Epoch 262 | 8/20 | 3.02 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.183
[2024-12-12 14:59:35,293][demucs.solver][INFO] - Valid | Epoch 262 | 9/20 | 3.15 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.188
[2024-12-12 14:59:35,490][demucs.solver][INFO] - Valid | Epoch 262 | 10/20 | 3.26 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.175
[2024-12-12 14:59:35,665][demucs.solver][INFO] - Valid | Epoch 262 | 11/20 | 3.38 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.168
[2024-12-12 14:59:35,881][demucs.solver][INFO] - Valid | Epoch 262 | 12/20 | 3.45 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.149
[2024-12-12 14:59:36,035][demucs.solver][INFO] - Valid | Epoch 262 | 13/20 | 3.57 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.150
[2024-12-12 14:59:36,254][demucs.solver][INFO] - Valid | Epoch 262 | 14/20 | 3.63 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.152
[2024-12-12 14:59:36,455][demucs.solver][INFO] - Valid | Epoch 262 | 15/20 | 3.69 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.157
[2024-12-12 14:59:36,672][demucs.solver][INFO] - Valid | Epoch 262 | 16/20 | 3.73 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.160
[2024-12-12 14:59:36,872][demucs.solver][INFO] - Valid | Epoch 262 | 17/20 | 3.78 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.162
[2024-12-12 14:59:37,069][demucs.solver][INFO] - Valid | Epoch 262 | 18/20 | 3.84 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.150
[2024-12-12 14:59:37,291][demucs.solver][INFO] - Valid | Epoch 262 | 19/20 | 3.87 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.158
[2024-12-12 14:59:38,071][demucs.solver][INFO] - Valid Summary | Epoch 262 | Loss=0.5454 | Reco=0.5454 | Nsdr=1.158 | Best=0.5446 | Bname=main
[2024-12-12 14:59:39,398][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:59:39,399][demucs.solver][INFO] - Training...
[2024-12-12 14:59:51,019][demucs.solver][INFO] - Train | Epoch 263 | 1/14 | 0.20 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.0972
[2024-12-12 14:59:51,764][demucs.solver][INFO] - Train | Epoch 263 | 2/14 | 0.28 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.0802
[2024-12-12 14:59:52,431][demucs.solver][INFO] - Train | Epoch 263 | 3/14 | 0.35 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.0918
[2024-12-12 14:59:53,075][demucs.solver][INFO] - Train | Epoch 263 | 4/14 | 0.41 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0955
[2024-12-12 14:59:53,816][demucs.solver][INFO] - Train | Epoch 263 | 5/14 | 0.46 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.1120
[2024-12-12 14:59:54,462][demucs.solver][INFO] - Train | Epoch 263 | 6/14 | 0.51 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.1163
[2024-12-12 14:59:55,100][demucs.solver][INFO] - Train | Epoch 263 | 7/14 | 0.56 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.1384
[2024-12-12 14:59:55,733][demucs.solver][INFO] - Train | Epoch 263 | 8/14 | 0.60 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.1315
[2024-12-12 14:59:56,368][demucs.solver][INFO] - Train | Epoch 263 | 9/14 | 0.64 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.1394
[2024-12-12 14:59:57,008][demucs.solver][INFO] - Train | Epoch 263 | 10/14 | 0.68 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.1579
[2024-12-12 14:59:57,647][demucs.solver][INFO] - Train | Epoch 263 | 11/14 | 0.71 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.1562
[2024-12-12 14:59:58,283][demucs.solver][INFO] - Train | Epoch 263 | 12/14 | 0.75 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.1525
[2024-12-12 14:59:58,920][demucs.solver][INFO] - Train | Epoch 263 | 13/14 | 0.78 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.1506
[2024-12-12 14:59:59,244][demucs.solver][INFO] - Train Summary | Epoch 263 | Loss=0.2431 | Reco=0.2431 | Grad=0.1506
[2024-12-12 14:59:59,245][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 14:59:59,245][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:00:02,856][demucs.solver][INFO] - Valid | Epoch 263 | 1/20 | 1.01 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.220
[2024-12-12 15:00:03,387][demucs.solver][INFO] - Valid | Epoch 263 | 2/20 | 1.20 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.163
[2024-12-12 15:00:03,748][demucs.solver][INFO] - Valid | Epoch 263 | 3/20 | 1.39 it/sec | Loss 0.4951 | Reco 0.4951 | Nsdr 1.195
[2024-12-12 15:00:04,099][demucs.solver][INFO] - Valid | Epoch 263 | 4/20 | 1.55 it/sec | Loss 0.5132 | Reco 0.5132 | Nsdr 1.215
[2024-12-12 15:00:04,434][demucs.solver][INFO] - Valid | Epoch 263 | 5/20 | 1.69 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.204
[2024-12-12 15:00:04,865][demucs.solver][INFO] - Valid | Epoch 263 | 6/20 | 1.76 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.206
[2024-12-12 15:00:05,268][demucs.solver][INFO] - Valid | Epoch 263 | 7/20 | 1.82 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.213
[2024-12-12 15:00:05,605][demucs.solver][INFO] - Valid | Epoch 263 | 8/20 | 1.90 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.210
[2024-12-12 15:00:06,015][demucs.solver][INFO] - Valid | Epoch 263 | 9/20 | 1.95 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.213
[2024-12-12 15:00:06,261][demucs.solver][INFO] - Valid | Epoch 263 | 10/20 | 2.04 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.201
[2024-12-12 15:00:06,570][demucs.solver][INFO] - Valid | Epoch 263 | 11/20 | 2.11 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.193
[2024-12-12 15:00:06,795][demucs.solver][INFO] - Valid | Epoch 263 | 12/20 | 2.20 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.173
[2024-12-12 15:00:06,989][demucs.solver][INFO] - Valid | Epoch 263 | 13/20 | 2.29 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.173
[2024-12-12 15:00:07,185][demucs.solver][INFO] - Valid | Epoch 263 | 14/20 | 2.38 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.175
[2024-12-12 15:00:07,398][demucs.solver][INFO] - Valid | Epoch 263 | 15/20 | 2.45 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.179
[2024-12-12 15:00:07,591][demucs.solver][INFO] - Valid | Epoch 263 | 16/20 | 2.53 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.181
[2024-12-12 15:00:07,783][demucs.solver][INFO] - Valid | Epoch 263 | 17/20 | 2.61 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.189
[2024-12-12 15:00:07,958][demucs.solver][INFO] - Valid | Epoch 263 | 18/20 | 2.68 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.177
[2024-12-12 15:00:08,158][demucs.solver][INFO] - Valid | Epoch 263 | 19/20 | 2.75 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.184
[2024-12-12 15:00:08,540][demucs.solver][INFO] - Valid Summary | Epoch 263 | Loss=0.5438 | Reco=0.5438 | Nsdr=1.184 | Best=0.5438 | Bname=main
[2024-12-12 15:00:08,541][demucs.solver][INFO] - New best valid loss 0.5438
[2024-12-12 15:00:10,618][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:00:10,618][demucs.solver][INFO] - Training...
[2024-12-12 15:00:18,364][demucs.solver][INFO] - Train | Epoch 264 | 1/14 | 0.33 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.1363
[2024-12-12 15:00:19,157][demucs.solver][INFO] - Train | Epoch 264 | 2/14 | 0.44 it/sec | Loss 0.2673 | Reco 0.2673 | Grad 0.1022
[2024-12-12 15:00:19,807][demucs.solver][INFO] - Train | Epoch 264 | 3/14 | 0.53 it/sec | Loss 0.2709 | Reco 0.2709 | Grad 0.0949
[2024-12-12 15:00:20,472][demucs.solver][INFO] - Train | Epoch 264 | 4/14 | 0.61 it/sec | Loss 0.2744 | Reco 0.2744 | Grad 0.1307
[2024-12-12 15:00:21,123][demucs.solver][INFO] - Train | Epoch 264 | 5/14 | 0.68 it/sec | Loss 0.2692 | Reco 0.2692 | Grad 0.1265
[2024-12-12 15:00:21,774][demucs.solver][INFO] - Train | Epoch 264 | 6/14 | 0.74 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.1219
[2024-12-12 15:00:22,419][demucs.solver][INFO] - Train | Epoch 264 | 7/14 | 0.79 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.1133
[2024-12-12 15:00:23,061][demucs.solver][INFO] - Train | Epoch 264 | 8/14 | 0.84 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.1108
[2024-12-12 15:00:23,705][demucs.solver][INFO] - Train | Epoch 264 | 9/14 | 0.88 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.1043
[2024-12-12 15:00:24,340][demucs.solver][INFO] - Train | Epoch 264 | 10/14 | 0.91 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.1060
[2024-12-12 15:00:24,978][demucs.solver][INFO] - Train | Epoch 264 | 11/14 | 0.95 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 0.1088
[2024-12-12 15:00:25,636][demucs.solver][INFO] - Train | Epoch 264 | 12/14 | 0.97 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.1122
[2024-12-12 15:00:26,321][demucs.solver][INFO] - Train | Epoch 264 | 13/14 | 1.00 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.1156
[2024-12-12 15:00:26,677][demucs.solver][INFO] - Train Summary | Epoch 264 | Loss=0.2581 | Reco=0.2581 | Grad=0.1156
[2024-12-12 15:00:26,678][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:00:26,678][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:00:30,303][demucs.solver][INFO] - Valid | Epoch 264 | 1/20 | 0.97 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.162
[2024-12-12 15:00:31,152][demucs.solver][INFO] - Valid | Epoch 264 | 2/20 | 1.03 it/sec | Loss 0.4518 | Reco 0.4518 | Nsdr 1.118
[2024-12-12 15:00:31,992][demucs.solver][INFO] - Valid | Epoch 264 | 3/20 | 1.06 it/sec | Loss 0.4982 | Reco 0.4982 | Nsdr 1.148
[2024-12-12 15:00:32,663][demucs.solver][INFO] - Valid | Epoch 264 | 4/20 | 1.13 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.160
[2024-12-12 15:00:33,058][demucs.solver][INFO] - Valid | Epoch 264 | 5/20 | 1.24 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.142
[2024-12-12 15:00:33,259][demucs.solver][INFO] - Valid | Epoch 264 | 6/20 | 1.39 it/sec | Loss 0.5223 | Reco 0.5223 | Nsdr 1.147
[2024-12-12 15:00:33,459][demucs.solver][INFO] - Valid | Epoch 264 | 7/20 | 1.53 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.153
[2024-12-12 15:00:33,664][demucs.solver][INFO] - Valid | Epoch 264 | 8/20 | 1.66 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.145
[2024-12-12 15:00:33,872][demucs.solver][INFO] - Valid | Epoch 264 | 9/20 | 1.77 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.146
[2024-12-12 15:00:34,037][demucs.solver][INFO] - Valid | Epoch 264 | 10/20 | 1.90 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.137
[2024-12-12 15:00:34,214][demucs.solver][INFO] - Valid | Epoch 264 | 11/20 | 2.01 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.132
[2024-12-12 15:00:34,411][demucs.solver][INFO] - Valid | Epoch 264 | 12/20 | 2.10 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.114
[2024-12-12 15:00:34,631][demucs.solver][INFO] - Valid | Epoch 264 | 13/20 | 2.19 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.115
[2024-12-12 15:00:34,829][demucs.solver][INFO] - Valid | Epoch 264 | 14/20 | 2.27 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.117
[2024-12-12 15:00:34,986][demucs.solver][INFO] - Valid | Epoch 264 | 15/20 | 2.37 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.120
[2024-12-12 15:00:35,187][demucs.solver][INFO] - Valid | Epoch 264 | 16/20 | 2.44 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.124
[2024-12-12 15:00:35,384][demucs.solver][INFO] - Valid | Epoch 264 | 17/20 | 2.52 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.131
[2024-12-12 15:00:35,580][demucs.solver][INFO] - Valid | Epoch 264 | 18/20 | 2.59 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.121
[2024-12-12 15:00:35,759][demucs.solver][INFO] - Valid | Epoch 264 | 19/20 | 2.66 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.127
[2024-12-12 15:00:36,169][demucs.solver][INFO] - Valid Summary | Epoch 264 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.127 | Best=0.5438 | Bname=main
[2024-12-12 15:00:37,521][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:00:37,522][demucs.solver][INFO] - Training...
[2024-12-12 15:00:45,277][demucs.solver][INFO] - Train | Epoch 265 | 1/14 | 0.32 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.2413
[2024-12-12 15:00:46,989][demucs.solver][INFO] - Train | Epoch 265 | 2/14 | 0.37 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.2036
[2024-12-12 15:00:47,635][demucs.solver][INFO] - Train | Epoch 265 | 3/14 | 0.46 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.1867
[2024-12-12 15:00:48,276][demucs.solver][INFO] - Train | Epoch 265 | 4/14 | 0.54 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.1600
[2024-12-12 15:00:48,917][demucs.solver][INFO] - Train | Epoch 265 | 5/14 | 0.60 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.1607
[2024-12-12 15:00:49,555][demucs.solver][INFO] - Train | Epoch 265 | 6/14 | 0.66 it/sec | Loss 0.2642 | Reco 0.2642 | Grad 0.1477
[2024-12-12 15:00:50,187][demucs.solver][INFO] - Train | Epoch 265 | 7/14 | 0.71 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.1336
[2024-12-12 15:00:50,820][demucs.solver][INFO] - Train | Epoch 265 | 8/14 | 0.76 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.1390
[2024-12-12 15:00:51,453][demucs.solver][INFO] - Train | Epoch 265 | 9/14 | 0.80 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.1363
[2024-12-12 15:00:52,083][demucs.solver][INFO] - Train | Epoch 265 | 10/14 | 0.84 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.1359
[2024-12-12 15:00:52,718][demucs.solver][INFO] - Train | Epoch 265 | 11/14 | 0.87 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.1370
[2024-12-12 15:00:53,351][demucs.solver][INFO] - Train | Epoch 265 | 12/14 | 0.90 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.1543
[2024-12-12 15:00:53,989][demucs.solver][INFO] - Train | Epoch 265 | 13/14 | 0.93 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.1506
[2024-12-12 15:00:54,399][demucs.solver][INFO] - Train Summary | Epoch 265 | Loss=0.2592 | Reco=0.2592 | Grad=0.1506
[2024-12-12 15:00:54,399][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:00:54,399][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:00:56,996][demucs.solver][INFO] - Valid | Epoch 265 | 1/20 | 1.83 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.173
[2024-12-12 15:00:57,233][demucs.solver][INFO] - Valid | Epoch 265 | 2/20 | 2.25 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.122
[2024-12-12 15:00:57,465][demucs.solver][INFO] - Valid | Epoch 265 | 3/20 | 2.56 it/sec | Loss 0.4979 | Reco 0.4979 | Nsdr 1.154
[2024-12-12 15:00:57,699][demucs.solver][INFO] - Valid | Epoch 265 | 4/20 | 2.78 it/sec | Loss 0.5163 | Reco 0.5163 | Nsdr 1.172
[2024-12-12 15:00:57,933][demucs.solver][INFO] - Valid | Epoch 265 | 5/20 | 2.95 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.162
[2024-12-12 15:00:58,090][demucs.solver][INFO] - Valid | Epoch 265 | 6/20 | 3.20 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.167
[2024-12-12 15:00:58,315][demucs.solver][INFO] - Valid | Epoch 265 | 7/20 | 3.32 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.174
[2024-12-12 15:00:58,534][demucs.solver][INFO] - Valid | Epoch 265 | 8/20 | 3.42 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.170
[2024-12-12 15:00:58,733][demucs.solver][INFO] - Valid | Epoch 265 | 9/20 | 3.53 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.174
[2024-12-12 15:00:58,931][demucs.solver][INFO] - Valid | Epoch 265 | 10/20 | 3.63 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.163
[2024-12-12 15:00:59,108][demucs.solver][INFO] - Valid | Epoch 265 | 11/20 | 3.74 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.157
[2024-12-12 15:00:59,307][demucs.solver][INFO] - Valid | Epoch 265 | 12/20 | 3.82 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.138
[2024-12-12 15:00:59,540][demucs.solver][INFO] - Valid | Epoch 265 | 13/20 | 3.85 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.138
[2024-12-12 15:00:59,701][demucs.solver][INFO] - Valid | Epoch 265 | 14/20 | 3.95 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.140
[2024-12-12 15:00:59,893][demucs.solver][INFO] - Valid | Epoch 265 | 15/20 | 4.01 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.144
[2024-12-12 15:01:00,118][demucs.solver][INFO] - Valid | Epoch 265 | 16/20 | 4.03 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.147
[2024-12-12 15:01:00,333][demucs.solver][INFO] - Valid | Epoch 265 | 17/20 | 4.06 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.153
[2024-12-12 15:01:00,554][demucs.solver][INFO] - Valid | Epoch 265 | 18/20 | 4.08 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.142
[2024-12-12 15:01:00,750][demucs.solver][INFO] - Valid | Epoch 265 | 19/20 | 4.12 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.148
[2024-12-12 15:01:01,172][demucs.solver][INFO] - Valid Summary | Epoch 265 | Loss=0.5468 | Reco=0.5468 | Nsdr=1.148 | Best=0.5438 | Bname=main
[2024-12-12 15:01:02,590][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:01:02,591][demucs.solver][INFO] - Training...
[2024-12-12 15:01:12,722][demucs.solver][INFO] - Train | Epoch 266 | 1/14 | 0.23 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.0984
[2024-12-12 15:01:13,369][demucs.solver][INFO] - Train | Epoch 266 | 2/14 | 0.33 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.0924
[2024-12-12 15:01:14,015][demucs.solver][INFO] - Train | Epoch 266 | 3/14 | 0.41 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.1024
[2024-12-12 15:01:14,664][demucs.solver][INFO] - Train | Epoch 266 | 4/14 | 0.48 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.0917
[2024-12-12 15:01:15,313][demucs.solver][INFO] - Train | Epoch 266 | 5/14 | 0.54 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.1080
[2024-12-12 15:01:15,955][demucs.solver][INFO] - Train | Epoch 266 | 6/14 | 0.59 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.1084
[2024-12-12 15:01:16,598][demucs.solver][INFO] - Train | Epoch 266 | 7/14 | 0.64 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.1051
[2024-12-12 15:01:17,244][demucs.solver][INFO] - Train | Epoch 266 | 8/14 | 0.69 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.1248
[2024-12-12 15:01:17,888][demucs.solver][INFO] - Train | Epoch 266 | 9/14 | 0.73 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.1389
[2024-12-12 15:01:18,581][demucs.solver][INFO] - Train | Epoch 266 | 10/14 | 0.76 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.1304
[2024-12-12 15:01:19,213][demucs.solver][INFO] - Train | Epoch 266 | 11/14 | 0.80 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.1346
[2024-12-12 15:01:19,842][demucs.solver][INFO] - Train | Epoch 266 | 12/14 | 0.83 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.1303
[2024-12-12 15:01:20,469][demucs.solver][INFO] - Train | Epoch 266 | 13/14 | 0.86 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.1372
[2024-12-12 15:01:20,866][demucs.solver][INFO] - Train Summary | Epoch 266 | Loss=0.2472 | Reco=0.2472 | Grad=0.1372
[2024-12-12 15:01:20,866][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:01:20,866][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:01:23,059][demucs.solver][INFO] - Valid | Epoch 266 | 1/20 | 2.88 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.124
[2024-12-12 15:01:23,218][demucs.solver][INFO] - Valid | Epoch 266 | 2/20 | 3.52 it/sec | Loss 0.4527 | Reco 0.4527 | Nsdr 1.084
[2024-12-12 15:01:23,450][demucs.solver][INFO] - Valid | Epoch 266 | 3/20 | 3.69 it/sec | Loss 0.4989 | Reco 0.4989 | Nsdr 1.111
[2024-12-12 15:01:23,652][demucs.solver][INFO] - Valid | Epoch 266 | 4/20 | 3.89 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.140
[2024-12-12 15:01:23,851][demucs.solver][INFO] - Valid | Epoch 266 | 5/20 | 4.04 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.142
[2024-12-12 15:01:24,052][demucs.solver][INFO] - Valid | Epoch 266 | 6/20 | 4.15 it/sec | Loss 0.5208 | Reco 0.5208 | Nsdr 1.150
[2024-12-12 15:01:24,236][demucs.solver][INFO] - Valid | Epoch 266 | 7/20 | 4.28 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.158
[2024-12-12 15:01:24,413][demucs.solver][INFO] - Valid | Epoch 266 | 8/20 | 4.40 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.161
[2024-12-12 15:01:24,614][demucs.solver][INFO] - Valid | Epoch 266 | 9/20 | 4.45 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.168
[2024-12-12 15:01:24,811][demucs.solver][INFO] - Valid | Epoch 266 | 10/20 | 4.50 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.153
[2024-12-12 15:01:25,009][demucs.solver][INFO] - Valid | Epoch 266 | 11/20 | 4.54 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.146
[2024-12-12 15:01:25,189][demucs.solver][INFO] - Valid | Epoch 266 | 12/20 | 4.60 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.129
[2024-12-12 15:01:25,408][demucs.solver][INFO] - Valid | Epoch 266 | 13/20 | 4.60 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.130
[2024-12-12 15:01:25,628][demucs.solver][INFO] - Valid | Epoch 266 | 14/20 | 4.60 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.133
[2024-12-12 15:01:25,824][demucs.solver][INFO] - Valid | Epoch 266 | 15/20 | 4.63 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.138
[2024-12-12 15:01:26,021][demucs.solver][INFO] - Valid | Epoch 266 | 16/20 | 4.65 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.140
[2024-12-12 15:01:26,217][demucs.solver][INFO] - Valid | Epoch 266 | 17/20 | 4.67 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.138
[2024-12-12 15:01:26,413][demucs.solver][INFO] - Valid | Epoch 266 | 18/20 | 4.69 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.126
[2024-12-12 15:01:26,611][demucs.solver][INFO] - Valid | Epoch 266 | 19/20 | 4.71 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.134
[2024-12-12 15:01:26,967][demucs.solver][INFO] - Valid Summary | Epoch 266 | Loss=0.5464 | Reco=0.5464 | Nsdr=1.134 | Best=0.5438 | Bname=main
[2024-12-12 15:01:28,307][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:01:28,308][demucs.solver][INFO] - Training...
[2024-12-12 15:01:37,318][demucs.solver][INFO] - Train | Epoch 267 | 1/14 | 0.27 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.0924
[2024-12-12 15:01:37,978][demucs.solver][INFO] - Train | Epoch 267 | 2/14 | 0.37 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1309
[2024-12-12 15:01:38,645][demucs.solver][INFO] - Train | Epoch 267 | 3/14 | 0.46 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.1380
[2024-12-12 15:01:39,291][demucs.solver][INFO] - Train | Epoch 267 | 4/14 | 0.53 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.1269
[2024-12-12 15:01:39,932][demucs.solver][INFO] - Train | Epoch 267 | 5/14 | 0.60 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.1238
[2024-12-12 15:01:40,579][demucs.solver][INFO] - Train | Epoch 267 | 6/14 | 0.66 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.1306
[2024-12-12 15:01:41,225][demucs.solver][INFO] - Train | Epoch 267 | 7/14 | 0.71 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.1380
[2024-12-12 15:01:41,867][demucs.solver][INFO] - Train | Epoch 267 | 8/14 | 0.75 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.1330
[2024-12-12 15:01:42,510][demucs.solver][INFO] - Train | Epoch 267 | 9/14 | 0.79 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.1248
[2024-12-12 15:01:43,159][demucs.solver][INFO] - Train | Epoch 267 | 10/14 | 0.83 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.1169
[2024-12-12 15:01:43,794][demucs.solver][INFO] - Train | Epoch 267 | 11/14 | 0.86 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.1175
[2024-12-12 15:01:44,429][demucs.solver][INFO] - Train | Epoch 267 | 12/14 | 0.90 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.1212
[2024-12-12 15:01:45,067][demucs.solver][INFO] - Train | Epoch 267 | 13/14 | 0.92 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.1196
[2024-12-12 15:01:45,433][demucs.solver][INFO] - Train Summary | Epoch 267 | Loss=0.2499 | Reco=0.2499 | Grad=0.1196
[2024-12-12 15:01:45,433][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:01:45,433][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:01:48,945][demucs.solver][INFO] - Valid | Epoch 267 | 1/20 | 1.10 it/sec | Loss 0.5814 | Reco 0.5814 | Nsdr 1.180
[2024-12-12 15:01:49,105][demucs.solver][INFO] - Valid | Epoch 267 | 2/20 | 1.52 it/sec | Loss 0.4517 | Reco 0.4517 | Nsdr 1.127
[2024-12-12 15:01:49,336][demucs.solver][INFO] - Valid | Epoch 267 | 3/20 | 1.81 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.157
[2024-12-12 15:01:49,566][demucs.solver][INFO] - Valid | Epoch 267 | 4/20 | 2.05 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.169
[2024-12-12 15:01:49,788][demucs.solver][INFO] - Valid | Epoch 267 | 5/20 | 2.25 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.152
[2024-12-12 15:01:50,032][demucs.solver][INFO] - Valid | Epoch 267 | 6/20 | 2.41 it/sec | Loss 0.5221 | Reco 0.5221 | Nsdr 1.153
[2024-12-12 15:01:50,235][demucs.solver][INFO] - Valid | Epoch 267 | 7/20 | 2.57 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.160
[2024-12-12 15:01:50,460][demucs.solver][INFO] - Valid | Epoch 267 | 8/20 | 2.70 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.153
[2024-12-12 15:01:50,662][demucs.solver][INFO] - Valid | Epoch 267 | 9/20 | 2.83 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.155
[2024-12-12 15:01:50,838][demucs.solver][INFO] - Valid | Epoch 267 | 10/20 | 2.96 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.145
[2024-12-12 15:01:51,040][demucs.solver][INFO] - Valid | Epoch 267 | 11/20 | 3.07 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.138
[2024-12-12 15:01:51,263][demucs.solver][INFO] - Valid | Epoch 267 | 12/20 | 3.14 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.119
[2024-12-12 15:01:51,483][demucs.solver][INFO] - Valid | Epoch 267 | 13/20 | 3.21 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.118
[2024-12-12 15:01:51,703][demucs.solver][INFO] - Valid | Epoch 267 | 14/20 | 3.28 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.120
[2024-12-12 15:01:51,924][demucs.solver][INFO] - Valid | Epoch 267 | 15/20 | 3.34 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.124
[2024-12-12 15:01:52,139][demucs.solver][INFO] - Valid | Epoch 267 | 16/20 | 3.39 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.126
[2024-12-12 15:01:52,335][demucs.solver][INFO] - Valid | Epoch 267 | 17/20 | 3.46 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.136
[2024-12-12 15:01:52,531][demucs.solver][INFO] - Valid | Epoch 267 | 18/20 | 3.52 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.125
[2024-12-12 15:01:52,751][demucs.solver][INFO] - Valid | Epoch 267 | 19/20 | 3.56 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.132
[2024-12-12 15:01:53,191][demucs.solver][INFO] - Valid Summary | Epoch 267 | Loss=0.5481 | Reco=0.5481 | Nsdr=1.132 | Best=0.5438 | Bname=main
[2024-12-12 15:01:54,565][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:01:54,565][demucs.solver][INFO] - Training...
[2024-12-12 15:02:04,469][demucs.solver][INFO] - Train | Epoch 268 | 1/14 | 0.24 it/sec | Loss 0.2660 | Reco 0.2660 | Grad 0.0752
[2024-12-12 15:02:05,116][demucs.solver][INFO] - Train | Epoch 268 | 2/14 | 0.34 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.0965
[2024-12-12 15:02:05,763][demucs.solver][INFO] - Train | Epoch 268 | 3/14 | 0.42 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.0995
[2024-12-12 15:02:06,408][demucs.solver][INFO] - Train | Epoch 268 | 4/14 | 0.49 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0862
[2024-12-12 15:02:07,054][demucs.solver][INFO] - Train | Epoch 268 | 5/14 | 0.55 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0986
[2024-12-12 15:02:07,695][demucs.solver][INFO] - Train | Epoch 268 | 6/14 | 0.61 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.0921
[2024-12-12 15:02:08,338][demucs.solver][INFO] - Train | Epoch 268 | 7/14 | 0.66 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.0889
[2024-12-12 15:02:08,972][demucs.solver][INFO] - Train | Epoch 268 | 8/14 | 0.70 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.0913
[2024-12-12 15:02:09,610][demucs.solver][INFO] - Train | Epoch 268 | 9/14 | 0.74 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.0856
[2024-12-12 15:02:10,245][demucs.solver][INFO] - Train | Epoch 268 | 10/14 | 0.78 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.0991
[2024-12-12 15:02:10,884][demucs.solver][INFO] - Train | Epoch 268 | 11/14 | 0.82 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.0938
[2024-12-12 15:02:11,520][demucs.solver][INFO] - Train | Epoch 268 | 12/14 | 0.85 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.0910
[2024-12-12 15:02:12,158][demucs.solver][INFO] - Train | Epoch 268 | 13/14 | 0.88 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.0914
[2024-12-12 15:02:12,501][demucs.solver][INFO] - Train Summary | Epoch 268 | Loss=0.2505 | Reco=0.2505 | Grad=0.0914
[2024-12-12 15:02:12,501][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:02:12,501][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:02:14,766][demucs.solver][INFO] - Valid | Epoch 268 | 1/20 | 2.62 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.130
[2024-12-12 15:02:14,993][demucs.solver][INFO] - Valid | Epoch 268 | 2/20 | 3.03 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.081
[2024-12-12 15:02:15,201][demucs.solver][INFO] - Valid | Epoch 268 | 3/20 | 3.34 it/sec | Loss 0.4995 | Reco 0.4995 | Nsdr 1.115
[2024-12-12 15:02:15,402][demucs.solver][INFO] - Valid | Epoch 268 | 4/20 | 3.58 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.140
[2024-12-12 15:02:15,626][demucs.solver][INFO] - Valid | Epoch 268 | 5/20 | 3.70 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.136
[2024-12-12 15:02:15,848][demucs.solver][INFO] - Valid | Epoch 268 | 6/20 | 3.80 it/sec | Loss 0.5220 | Reco 0.5220 | Nsdr 1.142
[2024-12-12 15:02:16,030][demucs.solver][INFO] - Valid | Epoch 268 | 7/20 | 3.95 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.151
[2024-12-12 15:02:16,255][demucs.solver][INFO] - Valid | Epoch 268 | 8/20 | 4.00 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.151
[2024-12-12 15:02:16,456][demucs.solver][INFO] - Valid | Epoch 268 | 9/20 | 4.08 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.157
[2024-12-12 15:02:16,633][demucs.solver][INFO] - Valid | Epoch 268 | 10/20 | 4.18 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.143
[2024-12-12 15:02:16,793][demucs.solver][INFO] - Valid | Epoch 268 | 11/20 | 4.30 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.136
[2024-12-12 15:02:16,996][demucs.solver][INFO] - Valid | Epoch 268 | 12/20 | 4.35 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.118
[2024-12-12 15:02:17,217][demucs.solver][INFO] - Valid | Epoch 268 | 13/20 | 4.36 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.119
[2024-12-12 15:02:17,434][demucs.solver][INFO] - Valid | Epoch 268 | 14/20 | 4.37 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.121
[2024-12-12 15:02:17,610][demucs.solver][INFO] - Valid | Epoch 268 | 15/20 | 4.44 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.126
[2024-12-12 15:02:17,810][demucs.solver][INFO] - Valid | Epoch 268 | 16/20 | 4.47 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.128
[2024-12-12 15:02:17,989][demucs.solver][INFO] - Valid | Epoch 268 | 17/20 | 4.52 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.130
[2024-12-12 15:02:18,187][demucs.solver][INFO] - Valid | Epoch 268 | 18/20 | 4.54 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.117
[2024-12-12 15:02:18,381][demucs.solver][INFO] - Valid | Epoch 268 | 19/20 | 4.57 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.125
[2024-12-12 15:02:18,802][demucs.solver][INFO] - Valid Summary | Epoch 268 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.125 | Best=0.5438 | Bname=main
[2024-12-12 15:02:20,188][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:02:20,189][demucs.solver][INFO] - Training...
[2024-12-12 15:02:28,766][demucs.solver][INFO] - Train | Epoch 269 | 1/14 | 0.28 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.0680
[2024-12-12 15:02:29,425][demucs.solver][INFO] - Train | Epoch 269 | 2/14 | 0.39 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.1003
[2024-12-12 15:02:30,643][demucs.solver][INFO] - Train | Epoch 269 | 3/14 | 0.45 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.1086
[2024-12-12 15:02:31,290][demucs.solver][INFO] - Train | Epoch 269 | 4/14 | 0.52 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.1054
[2024-12-12 15:02:31,944][demucs.solver][INFO] - Train | Epoch 269 | 5/14 | 0.58 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.1071
[2024-12-12 15:02:32,593][demucs.solver][INFO] - Train | Epoch 269 | 6/14 | 0.64 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.1004
[2024-12-12 15:02:33,234][demucs.solver][INFO] - Train | Epoch 269 | 7/14 | 0.69 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.1061
[2024-12-12 15:02:33,877][demucs.solver][INFO] - Train | Epoch 269 | 8/14 | 0.74 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.1022
[2024-12-12 15:02:34,525][demucs.solver][INFO] - Train | Epoch 269 | 9/14 | 0.78 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0958
[2024-12-12 15:02:35,166][demucs.solver][INFO] - Train | Epoch 269 | 10/14 | 0.82 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.1011
[2024-12-12 15:02:35,805][demucs.solver][INFO] - Train | Epoch 269 | 11/14 | 0.85 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.1077
[2024-12-12 15:02:36,447][demucs.solver][INFO] - Train | Epoch 269 | 12/14 | 0.88 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.1026
[2024-12-12 15:02:37,091][demucs.solver][INFO] - Train | Epoch 269 | 13/14 | 0.91 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.1046
[2024-12-12 15:02:37,415][demucs.solver][INFO] - Train Summary | Epoch 269 | Loss=0.2474 | Reco=0.2474 | Grad=0.1046
[2024-12-12 15:02:37,415][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:02:37,415][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:02:39,699][demucs.solver][INFO] - Valid | Epoch 269 | 1/20 | 2.76 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.188
[2024-12-12 15:02:39,935][demucs.solver][INFO] - Valid | Epoch 269 | 2/20 | 3.12 it/sec | Loss 0.4506 | Reco 0.4506 | Nsdr 1.127
[2024-12-12 15:02:40,123][demucs.solver][INFO] - Valid | Epoch 269 | 3/20 | 3.48 it/sec | Loss 0.4966 | Reco 0.4966 | Nsdr 1.163
[2024-12-12 15:02:40,292][demucs.solver][INFO] - Valid | Epoch 269 | 4/20 | 3.79 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.182
[2024-12-12 15:02:40,473][demucs.solver][INFO] - Valid | Epoch 269 | 5/20 | 4.00 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.174
[2024-12-12 15:02:40,675][demucs.solver][INFO] - Valid | Epoch 269 | 6/20 | 4.11 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.176
[2024-12-12 15:02:40,876][demucs.solver][INFO] - Valid | Epoch 269 | 7/20 | 4.21 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.184
[2024-12-12 15:02:41,035][demucs.solver][INFO] - Valid | Epoch 269 | 8/20 | 4.37 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.181
[2024-12-12 15:02:41,257][demucs.solver][INFO] - Valid | Epoch 269 | 9/20 | 4.38 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.185
[2024-12-12 15:02:41,435][demucs.solver][INFO] - Valid | Epoch 269 | 10/20 | 4.47 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.172
[2024-12-12 15:02:41,632][demucs.solver][INFO] - Valid | Epoch 269 | 11/20 | 4.51 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.165
[2024-12-12 15:02:41,849][demucs.solver][INFO] - Valid | Epoch 269 | 12/20 | 4.52 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.146
[2024-12-12 15:02:42,005][demucs.solver][INFO] - Valid | Epoch 269 | 13/20 | 4.62 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.145
[2024-12-12 15:02:42,219][demucs.solver][INFO] - Valid | Epoch 269 | 14/20 | 4.62 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.147
[2024-12-12 15:02:42,423][demucs.solver][INFO] - Valid | Epoch 269 | 15/20 | 4.64 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.151
[2024-12-12 15:02:42,644][demucs.solver][INFO] - Valid | Epoch 269 | 16/20 | 4.63 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.154
[2024-12-12 15:02:42,797][demucs.solver][INFO] - Valid | Epoch 269 | 17/20 | 4.71 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.161
[2024-12-12 15:02:42,970][demucs.solver][INFO] - Valid | Epoch 269 | 18/20 | 4.75 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.149
[2024-12-12 15:02:43,190][demucs.solver][INFO] - Valid | Epoch 269 | 19/20 | 4.74 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.156
[2024-12-12 15:02:43,664][demucs.solver][INFO] - Valid Summary | Epoch 269 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.156 | Best=0.5438 | Bname=main
[2024-12-12 15:02:45,246][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:02:45,247][demucs.solver][INFO] - Training...
[2024-12-12 15:02:55,485][demucs.solver][INFO] - Train | Epoch 270 | 1/14 | 0.23 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 0.0793
[2024-12-12 15:02:56,131][demucs.solver][INFO] - Train | Epoch 270 | 2/14 | 0.32 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.0679
[2024-12-12 15:02:56,783][demucs.solver][INFO] - Train | Epoch 270 | 3/14 | 0.40 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.0608
[2024-12-12 15:02:57,432][demucs.solver][INFO] - Train | Epoch 270 | 4/14 | 0.47 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.0765
[2024-12-12 15:02:58,075][demucs.solver][INFO] - Train | Epoch 270 | 5/14 | 0.54 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 0.0819
[2024-12-12 15:02:58,719][demucs.solver][INFO] - Train | Epoch 270 | 6/14 | 0.59 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 0.0939
[2024-12-12 15:02:59,365][demucs.solver][INFO] - Train | Epoch 270 | 7/14 | 0.64 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.0970
[2024-12-12 15:03:00,006][demucs.solver][INFO] - Train | Epoch 270 | 8/14 | 0.69 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.0978
[2024-12-12 15:03:00,646][demucs.solver][INFO] - Train | Epoch 270 | 9/14 | 0.73 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.0946
[2024-12-12 15:03:02,517][demucs.solver][INFO] - Train | Epoch 270 | 10/14 | 0.70 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0963
[2024-12-12 15:03:03,162][demucs.solver][INFO] - Train | Epoch 270 | 11/14 | 0.74 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.0955
[2024-12-12 15:03:03,802][demucs.solver][INFO] - Train | Epoch 270 | 12/14 | 0.77 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.0963
[2024-12-12 15:03:04,435][demucs.solver][INFO] - Train | Epoch 270 | 13/14 | 0.80 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.0959
[2024-12-12 15:03:04,805][demucs.solver][INFO] - Train Summary | Epoch 270 | Loss=0.2476 | Reco=0.2476 | Grad=0.0959
[2024-12-12 15:03:04,805][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:03:04,806][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:03:07,263][demucs.solver][INFO] - Valid | Epoch 270 | 1/20 | 2.41 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.173
[2024-12-12 15:03:07,501][demucs.solver][INFO] - Valid | Epoch 270 | 2/20 | 2.81 it/sec | Loss 0.4513 | Reco 0.4513 | Nsdr 1.115
[2024-12-12 15:03:07,689][demucs.solver][INFO] - Valid | Epoch 270 | 3/20 | 3.19 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.153
[2024-12-12 15:03:07,919][demucs.solver][INFO] - Valid | Epoch 270 | 4/20 | 3.37 it/sec | Loss 0.5154 | Reco 0.5154 | Nsdr 1.172
[2024-12-12 15:03:08,117][demucs.solver][INFO] - Valid | Epoch 270 | 5/20 | 3.56 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.161
[2024-12-12 15:03:08,301][demucs.solver][INFO] - Valid | Epoch 270 | 6/20 | 3.75 it/sec | Loss 0.5204 | Reco 0.5204 | Nsdr 1.165
[2024-12-12 15:03:08,521][demucs.solver][INFO] - Valid | Epoch 270 | 7/20 | 3.83 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.173
[2024-12-12 15:03:08,674][demucs.solver][INFO] - Valid | Epoch 270 | 8/20 | 4.02 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.169
[2024-12-12 15:03:08,897][demucs.solver][INFO] - Valid | Epoch 270 | 9/20 | 4.06 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.173
[2024-12-12 15:03:09,058][demucs.solver][INFO] - Valid | Epoch 270 | 10/20 | 4.19 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.161
[2024-12-12 15:03:09,263][demucs.solver][INFO] - Valid | Epoch 270 | 11/20 | 4.24 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.154
[2024-12-12 15:03:09,440][demucs.solver][INFO] - Valid | Epoch 270 | 12/20 | 4.32 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.135
[2024-12-12 15:03:09,662][demucs.solver][INFO] - Valid | Epoch 270 | 13/20 | 4.34 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.135
[2024-12-12 15:03:09,860][demucs.solver][INFO] - Valid | Epoch 270 | 14/20 | 4.38 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.138
[2024-12-12 15:03:10,037][demucs.solver][INFO] - Valid | Epoch 270 | 15/20 | 4.44 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.142
[2024-12-12 15:03:10,232][demucs.solver][INFO] - Valid | Epoch 270 | 16/20 | 4.47 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.145
[2024-12-12 15:03:10,432][demucs.solver][INFO] - Valid | Epoch 270 | 17/20 | 4.50 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.152
[2024-12-12 15:03:10,628][demucs.solver][INFO] - Valid | Epoch 270 | 18/20 | 4.53 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.139
[2024-12-12 15:03:10,826][demucs.solver][INFO] - Valid | Epoch 270 | 19/20 | 4.55 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.147
[2024-12-12 15:03:11,729][demucs.solver][INFO] - Valid Summary | Epoch 270 | Loss=0.5463 | Reco=0.5463 | Nsdr=1.147 | Best=0.5438 | Bname=main
[2024-12-12 15:03:13,179][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:03:13,179][demucs.solver][INFO] - Training...
[2024-12-12 15:03:20,815][demucs.solver][INFO] - Train | Epoch 271 | 1/14 | 0.33 it/sec | Loss 0.2697 | Reco 0.2697 | Grad 0.0982
[2024-12-12 15:03:21,504][demucs.solver][INFO] - Train | Epoch 271 | 2/14 | 0.44 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 0.1045
[2024-12-12 15:03:22,261][demucs.solver][INFO] - Train | Epoch 271 | 3/14 | 0.53 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.0984
[2024-12-12 15:03:22,926][demucs.solver][INFO] - Train | Epoch 271 | 4/14 | 0.61 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1020
[2024-12-12 15:03:23,647][demucs.solver][INFO] - Train | Epoch 271 | 5/14 | 0.67 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.1131
[2024-12-12 15:03:24,414][demucs.solver][INFO] - Train | Epoch 271 | 6/14 | 0.72 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 0.1283
[2024-12-12 15:03:25,088][demucs.solver][INFO] - Train | Epoch 271 | 7/14 | 0.77 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 0.1295
[2024-12-12 15:03:25,744][demucs.solver][INFO] - Train | Epoch 271 | 8/14 | 0.81 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.1348
[2024-12-12 15:03:26,393][demucs.solver][INFO] - Train | Epoch 271 | 9/14 | 0.85 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.1267
[2024-12-12 15:03:27,037][demucs.solver][INFO] - Train | Epoch 271 | 10/14 | 0.89 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.1176
[2024-12-12 15:03:27,676][demucs.solver][INFO] - Train | Epoch 271 | 11/14 | 0.92 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.1179
[2024-12-12 15:03:28,312][demucs.solver][INFO] - Train | Epoch 271 | 12/14 | 0.95 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.1148
[2024-12-12 15:03:28,948][demucs.solver][INFO] - Train | Epoch 271 | 13/14 | 0.98 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1157
[2024-12-12 15:03:29,263][demucs.solver][INFO] - Train Summary | Epoch 271 | Loss=0.2512 | Reco=0.2512 | Grad=0.1157
[2024-12-12 15:03:29,264][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:03:29,264][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:03:32,154][demucs.solver][INFO] - Valid | Epoch 271 | 1/20 | 1.65 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.161
[2024-12-12 15:03:32,459][demucs.solver][INFO] - Valid | Epoch 271 | 2/20 | 1.98 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 1.106
[2024-12-12 15:03:32,877][demucs.solver][INFO] - Valid | Epoch 271 | 3/20 | 2.07 it/sec | Loss 0.4982 | Reco 0.4982 | Nsdr 1.140
[2024-12-12 15:03:33,400][demucs.solver][INFO] - Valid | Epoch 271 | 4/20 | 2.03 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.157
[2024-12-12 15:03:33,898][demucs.solver][INFO] - Valid | Epoch 271 | 5/20 | 2.03 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.142
[2024-12-12 15:03:34,284][demucs.solver][INFO] - Valid | Epoch 271 | 6/20 | 2.09 it/sec | Loss 0.5218 | Reco 0.5218 | Nsdr 1.146
[2024-12-12 15:03:34,610][demucs.solver][INFO] - Valid | Epoch 271 | 7/20 | 2.18 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.154
[2024-12-12 15:03:34,969][demucs.solver][INFO] - Valid | Epoch 271 | 8/20 | 2.24 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.147
[2024-12-12 15:03:35,457][demucs.solver][INFO] - Valid | Epoch 271 | 9/20 | 2.22 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.151
[2024-12-12 15:03:35,832][demucs.solver][INFO] - Valid | Epoch 271 | 10/20 | 2.25 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.140
[2024-12-12 15:03:36,155][demucs.solver][INFO] - Valid | Epoch 271 | 11/20 | 2.30 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.135
[2024-12-12 15:03:36,417][demucs.solver][INFO] - Valid | Epoch 271 | 12/20 | 2.37 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.117
[2024-12-12 15:03:36,729][demucs.solver][INFO] - Valid | Epoch 271 | 13/20 | 2.42 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.117
[2024-12-12 15:03:37,029][demucs.solver][INFO] - Valid | Epoch 271 | 14/20 | 2.46 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.119
[2024-12-12 15:03:37,518][demucs.solver][INFO] - Valid | Epoch 271 | 15/20 | 2.43 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.122
[2024-12-12 15:03:37,829][demucs.solver][INFO] - Valid | Epoch 271 | 16/20 | 2.47 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.126
[2024-12-12 15:03:38,535][demucs.solver][INFO] - Valid | Epoch 271 | 17/20 | 2.37 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.133
[2024-12-12 15:03:39,052][demucs.solver][INFO] - Valid | Epoch 271 | 18/20 | 2.34 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.121
[2024-12-12 15:03:39,367][demucs.solver][INFO] - Valid | Epoch 271 | 19/20 | 2.37 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.128
[2024-12-12 15:03:40,019][demucs.solver][INFO] - Valid Summary | Epoch 271 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.128 | Best=0.5438 | Bname=main
[2024-12-12 15:03:41,326][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:03:41,326][demucs.solver][INFO] - Training...
[2024-12-12 15:03:52,487][demucs.solver][INFO] - Train | Epoch 272 | 1/14 | 0.21 it/sec | Loss 0.2154 | Reco 0.2154 | Grad 0.0513
[2024-12-12 15:03:53,131][demucs.solver][INFO] - Train | Epoch 272 | 2/14 | 0.29 it/sec | Loss 0.2155 | Reco 0.2155 | Grad 0.1126
[2024-12-12 15:03:53,776][demucs.solver][INFO] - Train | Epoch 272 | 3/14 | 0.37 it/sec | Loss 0.2187 | Reco 0.2187 | Grad 0.1235
[2024-12-12 15:03:54,408][demucs.solver][INFO] - Train | Epoch 272 | 4/14 | 0.44 it/sec | Loss 0.2273 | Reco 0.2273 | Grad 0.1054
[2024-12-12 15:03:55,048][demucs.solver][INFO] - Train | Epoch 272 | 5/14 | 0.49 it/sec | Loss 0.2281 | Reco 0.2281 | Grad 0.1023
[2024-12-12 15:03:55,686][demucs.solver][INFO] - Train | Epoch 272 | 6/14 | 0.55 it/sec | Loss 0.2285 | Reco 0.2285 | Grad 0.0962
[2024-12-12 15:03:56,320][demucs.solver][INFO] - Train | Epoch 272 | 7/14 | 0.60 it/sec | Loss 0.2254 | Reco 0.2254 | Grad 0.0966
[2024-12-12 15:03:56,952][demucs.solver][INFO] - Train | Epoch 272 | 8/14 | 0.64 it/sec | Loss 0.2298 | Reco 0.2298 | Grad 0.1012
[2024-12-12 15:03:57,586][demucs.solver][INFO] - Train | Epoch 272 | 9/14 | 0.68 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 0.1283
[2024-12-12 15:03:58,222][demucs.solver][INFO] - Train | Epoch 272 | 10/14 | 0.72 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.1236
[2024-12-12 15:03:58,857][demucs.solver][INFO] - Train | Epoch 272 | 11/14 | 0.75 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.1336
[2024-12-12 15:03:59,494][demucs.solver][INFO] - Train | Epoch 272 | 12/14 | 0.78 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.1398
[2024-12-12 15:04:00,124][demucs.solver][INFO] - Train | Epoch 272 | 13/14 | 0.81 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.1365
[2024-12-12 15:04:00,432][demucs.solver][INFO] - Train Summary | Epoch 272 | Loss=0.2471 | Reco=0.2471 | Grad=0.1365
[2024-12-12 15:04:00,432][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:04:00,432][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:04:02,918][demucs.solver][INFO] - Valid | Epoch 272 | 1/20 | 1.99 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.181
[2024-12-12 15:04:03,137][demucs.solver][INFO] - Valid | Epoch 272 | 2/20 | 2.45 it/sec | Loss 0.4512 | Reco 0.4512 | Nsdr 1.120
[2024-12-12 15:04:03,348][demucs.solver][INFO] - Valid | Epoch 272 | 3/20 | 2.79 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.158
[2024-12-12 15:04:03,567][demucs.solver][INFO] - Valid | Epoch 272 | 4/20 | 3.02 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.167
[2024-12-12 15:04:03,749][demucs.solver][INFO] - Valid | Epoch 272 | 5/20 | 3.27 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.151
[2024-12-12 15:04:03,906][demucs.solver][INFO] - Valid | Epoch 272 | 6/20 | 3.51 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.153
[2024-12-12 15:04:04,102][demucs.solver][INFO] - Valid | Epoch 272 | 7/20 | 3.65 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.160
[2024-12-12 15:04:04,278][demucs.solver][INFO] - Valid | Epoch 272 | 8/20 | 3.80 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.153
[2024-12-12 15:04:04,457][demucs.solver][INFO] - Valid | Epoch 272 | 9/20 | 3.93 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.154
[2024-12-12 15:04:04,675][demucs.solver][INFO] - Valid | Epoch 272 | 10/20 | 3.98 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.143
[2024-12-12 15:04:04,878][demucs.solver][INFO] - Valid | Epoch 272 | 11/20 | 4.04 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.138
[2024-12-12 15:04:05,086][demucs.solver][INFO] - Valid | Epoch 272 | 12/20 | 4.09 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.119
[2024-12-12 15:04:05,284][demucs.solver][INFO] - Valid | Epoch 272 | 13/20 | 4.15 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.119
[2024-12-12 15:04:05,482][demucs.solver][INFO] - Valid | Epoch 272 | 14/20 | 4.20 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.121
[2024-12-12 15:04:05,700][demucs.solver][INFO] - Valid | Epoch 272 | 15/20 | 4.22 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.124
[2024-12-12 15:04:05,897][demucs.solver][INFO] - Valid | Epoch 272 | 16/20 | 4.27 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.127
[2024-12-12 15:04:06,102][demucs.solver][INFO] - Valid | Epoch 272 | 17/20 | 4.30 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.138
[2024-12-12 15:04:06,279][demucs.solver][INFO] - Valid | Epoch 272 | 18/20 | 4.35 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.126
[2024-12-12 15:04:06,501][demucs.solver][INFO] - Valid | Epoch 272 | 19/20 | 4.36 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.132
[2024-12-12 15:04:06,887][demucs.solver][INFO] - Valid Summary | Epoch 272 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.132 | Best=0.5438 | Bname=main
[2024-12-12 15:04:08,298][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:04:08,298][demucs.solver][INFO] - Training...
[2024-12-12 15:04:16,057][demucs.solver][INFO] - Train | Epoch 273 | 1/14 | 0.33 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.1710
[2024-12-12 15:04:16,707][demucs.solver][INFO] - Train | Epoch 273 | 2/14 | 0.44 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.1594
[2024-12-12 15:04:18,050][demucs.solver][INFO] - Train | Epoch 273 | 3/14 | 0.49 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.1922
[2024-12-12 15:04:18,702][demucs.solver][INFO] - Train | Epoch 273 | 4/14 | 0.57 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.1664
[2024-12-12 15:04:19,350][demucs.solver][INFO] - Train | Epoch 273 | 5/14 | 0.64 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.1614
[2024-12-12 15:04:19,994][demucs.solver][INFO] - Train | Epoch 273 | 6/14 | 0.70 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.1451
[2024-12-12 15:04:20,642][demucs.solver][INFO] - Train | Epoch 273 | 7/14 | 0.75 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.1388
[2024-12-12 15:04:21,295][demucs.solver][INFO] - Train | Epoch 273 | 8/14 | 0.79 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.1404
[2024-12-12 15:04:22,020][demucs.solver][INFO] - Train | Epoch 273 | 9/14 | 0.83 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.1387
[2024-12-12 15:04:22,716][demucs.solver][INFO] - Train | Epoch 273 | 10/14 | 0.86 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.1313
[2024-12-12 15:04:23,386][demucs.solver][INFO] - Train | Epoch 273 | 11/14 | 0.89 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.1323
[2024-12-12 15:04:24,208][demucs.solver][INFO] - Train | Epoch 273 | 12/14 | 0.91 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.1291
[2024-12-12 15:04:24,848][demucs.solver][INFO] - Train | Epoch 273 | 13/14 | 0.94 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1297
[2024-12-12 15:04:25,218][demucs.solver][INFO] - Train Summary | Epoch 273 | Loss=0.2512 | Reco=0.2512 | Grad=0.1297
[2024-12-12 15:04:25,219][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:04:25,219][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:04:27,572][demucs.solver][INFO] - Valid | Epoch 273 | 1/20 | 2.55 it/sec | Loss 0.5810 | Reco 0.5810 | Nsdr 1.140
[2024-12-12 15:04:27,776][demucs.solver][INFO] - Valid | Epoch 273 | 2/20 | 3.04 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 1.090
[2024-12-12 15:04:27,955][demucs.solver][INFO] - Valid | Epoch 273 | 3/20 | 3.43 it/sec | Loss 0.4980 | Reco 0.4980 | Nsdr 1.126
[2024-12-12 15:04:28,154][demucs.solver][INFO] - Valid | Epoch 273 | 4/20 | 3.66 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.154
[2024-12-12 15:04:28,375][demucs.solver][INFO] - Valid | Epoch 273 | 5/20 | 3.78 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.153
[2024-12-12 15:04:28,597][demucs.solver][INFO] - Valid | Epoch 273 | 6/20 | 3.87 it/sec | Loss 0.5198 | Reco 0.5198 | Nsdr 1.160
[2024-12-12 15:04:28,794][demucs.solver][INFO] - Valid | Epoch 273 | 7/20 | 3.99 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.170
[2024-12-12 15:04:29,017][demucs.solver][INFO] - Valid | Epoch 273 | 8/20 | 4.04 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.171
[2024-12-12 15:04:29,217][demucs.solver][INFO] - Valid | Epoch 273 | 9/20 | 4.12 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.178
[2024-12-12 15:04:29,413][demucs.solver][INFO] - Valid | Epoch 273 | 10/20 | 4.19 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.163
[2024-12-12 15:04:29,631][demucs.solver][INFO] - Valid | Epoch 273 | 11/20 | 4.22 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.155
[2024-12-12 15:04:29,830][demucs.solver][INFO] - Valid | Epoch 273 | 12/20 | 4.27 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.137
[2024-12-12 15:04:30,007][demucs.solver][INFO] - Valid | Epoch 273 | 13/20 | 4.35 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.138
[2024-12-12 15:04:30,161][demucs.solver][INFO] - Valid | Epoch 273 | 14/20 | 4.45 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.140
[2024-12-12 15:04:30,380][demucs.solver][INFO] - Valid | Epoch 273 | 15/20 | 4.45 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.145
[2024-12-12 15:04:30,576][demucs.solver][INFO] - Valid | Epoch 273 | 16/20 | 4.49 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.147
[2024-12-12 15:04:30,783][demucs.solver][INFO] - Valid | Epoch 273 | 17/20 | 4.51 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.147
[2024-12-12 15:04:31,006][demucs.solver][INFO] - Valid | Epoch 273 | 18/20 | 4.50 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.134
[2024-12-12 15:04:31,201][demucs.solver][INFO] - Valid | Epoch 273 | 19/20 | 4.53 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.142
[2024-12-12 15:04:31,599][demucs.solver][INFO] - Valid Summary | Epoch 273 | Loss=0.5456 | Reco=0.5456 | Nsdr=1.142 | Best=0.5438 | Bname=main
[2024-12-12 15:04:32,977][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:04:32,977][demucs.solver][INFO] - Training...
[2024-12-12 15:04:43,577][demucs.solver][INFO] - Train | Epoch 274 | 1/14 | 0.22 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.1469
[2024-12-12 15:04:44,226][demucs.solver][INFO] - Train | Epoch 274 | 2/14 | 0.31 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.1342
[2024-12-12 15:04:44,873][demucs.solver][INFO] - Train | Epoch 274 | 3/14 | 0.39 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.1558
[2024-12-12 15:04:45,516][demucs.solver][INFO] - Train | Epoch 274 | 4/14 | 0.46 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.1316
[2024-12-12 15:04:46,171][demucs.solver][INFO] - Train | Epoch 274 | 5/14 | 0.52 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.1410
[2024-12-12 15:04:46,813][demucs.solver][INFO] - Train | Epoch 274 | 6/14 | 0.58 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.1318
[2024-12-12 15:04:47,450][demucs.solver][INFO] - Train | Epoch 274 | 7/14 | 0.63 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.1542
[2024-12-12 15:04:48,084][demucs.solver][INFO] - Train | Epoch 274 | 8/14 | 0.67 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.1453
[2024-12-12 15:04:48,719][demucs.solver][INFO] - Train | Epoch 274 | 9/14 | 0.71 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.1606
[2024-12-12 15:04:49,354][demucs.solver][INFO] - Train | Epoch 274 | 10/14 | 0.75 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.1533
[2024-12-12 15:04:49,987][demucs.solver][INFO] - Train | Epoch 274 | 11/14 | 0.78 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.1526
[2024-12-12 15:04:50,620][demucs.solver][INFO] - Train | Epoch 274 | 12/14 | 0.81 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.1482
[2024-12-12 15:04:51,254][demucs.solver][INFO] - Train | Epoch 274 | 13/14 | 0.84 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.1442
[2024-12-12 15:04:51,611][demucs.solver][INFO] - Train Summary | Epoch 274 | Loss=0.2480 | Reco=0.2480 | Grad=0.1442
[2024-12-12 15:04:51,611][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:04:51,611][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:04:55,150][demucs.solver][INFO] - Valid | Epoch 274 | 1/20 | 1.06 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.159
[2024-12-12 15:04:55,671][demucs.solver][INFO] - Valid | Epoch 274 | 2/20 | 1.25 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.101
[2024-12-12 15:04:55,952][demucs.solver][INFO] - Valid | Epoch 274 | 3/20 | 1.49 it/sec | Loss 0.4982 | Reco 0.4982 | Nsdr 1.142
[2024-12-12 15:04:56,157][demucs.solver][INFO] - Valid | Epoch 274 | 4/20 | 1.73 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.159
[2024-12-12 15:04:56,357][demucs.solver][INFO] - Valid | Epoch 274 | 5/20 | 1.94 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.144
[2024-12-12 15:04:56,555][demucs.solver][INFO] - Valid | Epoch 274 | 6/20 | 2.13 it/sec | Loss 0.5218 | Reco 0.5218 | Nsdr 1.147
[2024-12-12 15:04:56,733][demucs.solver][INFO] - Valid | Epoch 274 | 7/20 | 2.31 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.156
[2024-12-12 15:04:56,932][demucs.solver][INFO] - Valid | Epoch 274 | 8/20 | 2.45 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.148
[2024-12-12 15:04:57,131][demucs.solver][INFO] - Valid | Epoch 274 | 9/20 | 2.59 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.152
[2024-12-12 15:04:57,354][demucs.solver][INFO] - Valid | Epoch 274 | 10/20 | 2.69 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.141
[2024-12-12 15:04:57,549][demucs.solver][INFO] - Valid | Epoch 274 | 11/20 | 2.80 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.135
[2024-12-12 15:04:57,769][demucs.solver][INFO] - Valid | Epoch 274 | 12/20 | 2.89 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.117
[2024-12-12 15:04:57,965][demucs.solver][INFO] - Valid | Epoch 274 | 13/20 | 2.98 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.117
[2024-12-12 15:04:58,160][demucs.solver][INFO] - Valid | Epoch 274 | 14/20 | 3.06 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.119
[2024-12-12 15:04:58,333][demucs.solver][INFO] - Valid | Epoch 274 | 15/20 | 3.16 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.122
[2024-12-12 15:04:58,532][demucs.solver][INFO] - Valid | Epoch 274 | 16/20 | 3.23 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.125
[2024-12-12 15:04:58,726][demucs.solver][INFO] - Valid | Epoch 274 | 17/20 | 3.30 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.134
[2024-12-12 15:04:58,942][demucs.solver][INFO] - Valid | Epoch 274 | 18/20 | 3.35 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.122
[2024-12-12 15:04:59,158][demucs.solver][INFO] - Valid | Epoch 274 | 19/20 | 3.39 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.129
[2024-12-12 15:04:59,549][demucs.solver][INFO] - Valid Summary | Epoch 274 | Loss=0.5479 | Reco=0.5479 | Nsdr=1.129 | Best=0.5438 | Bname=main
[2024-12-12 15:05:00,882][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:05:00,883][demucs.solver][INFO] - Training...
[2024-12-12 15:05:09,763][demucs.solver][INFO] - Train | Epoch 275 | 1/14 | 0.27 it/sec | Loss 0.2917 | Reco 0.2917 | Grad 0.1397
[2024-12-12 15:05:10,687][demucs.solver][INFO] - Train | Epoch 275 | 2/14 | 0.36 it/sec | Loss 0.2719 | Reco 0.2719 | Grad 0.1592
[2024-12-12 15:05:11,334][demucs.solver][INFO] - Train | Epoch 275 | 3/14 | 0.45 it/sec | Loss 0.2696 | Reco 0.2696 | Grad 0.1546
[2024-12-12 15:05:12,010][demucs.solver][INFO] - Train | Epoch 275 | 4/14 | 0.52 it/sec | Loss 0.2696 | Reco 0.2696 | Grad 0.1382
[2024-12-12 15:05:12,687][demucs.solver][INFO] - Train | Epoch 275 | 5/14 | 0.59 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 0.1274
[2024-12-12 15:05:13,345][demucs.solver][INFO] - Train | Epoch 275 | 6/14 | 0.64 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.1177
[2024-12-12 15:05:13,986][demucs.solver][INFO] - Train | Epoch 275 | 7/14 | 0.69 it/sec | Loss 0.2638 | Reco 0.2638 | Grad 0.1099
[2024-12-12 15:05:14,642][demucs.solver][INFO] - Train | Epoch 275 | 8/14 | 0.74 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.1093
[2024-12-12 15:05:15,283][demucs.solver][INFO] - Train | Epoch 275 | 9/14 | 0.78 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.1134
[2024-12-12 15:05:15,927][demucs.solver][INFO] - Train | Epoch 275 | 10/14 | 0.82 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.1277
[2024-12-12 15:05:16,566][demucs.solver][INFO] - Train | Epoch 275 | 11/14 | 0.85 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.1276
[2024-12-12 15:05:17,727][demucs.solver][INFO] - Train | Epoch 275 | 12/14 | 0.85 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.1254
[2024-12-12 15:05:18,365][demucs.solver][INFO] - Train | Epoch 275 | 13/14 | 0.88 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1215
[2024-12-12 15:05:18,714][demucs.solver][INFO] - Train Summary | Epoch 275 | Loss=0.2530 | Reco=0.2530 | Grad=0.1215
[2024-12-12 15:05:18,714][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:05:18,715][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:05:21,347][demucs.solver][INFO] - Valid | Epoch 275 | 1/20 | 1.86 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.166
[2024-12-12 15:05:22,156][demucs.solver][INFO] - Valid | Epoch 275 | 2/20 | 1.59 it/sec | Loss 0.4516 | Reco 0.4516 | Nsdr 1.108
[2024-12-12 15:05:23,024][demucs.solver][INFO] - Valid | Epoch 275 | 3/20 | 1.45 it/sec | Loss 0.4976 | Reco 0.4976 | Nsdr 1.143
[2024-12-12 15:05:23,783][demucs.solver][INFO] - Valid | Epoch 275 | 4/20 | 1.42 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.168
[2024-12-12 15:05:24,627][demucs.solver][INFO] - Valid | Epoch 275 | 5/20 | 1.38 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.164
[2024-12-12 15:05:25,310][demucs.solver][INFO] - Valid | Epoch 275 | 6/20 | 1.39 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.170
[2024-12-12 15:05:25,785][demucs.solver][INFO] - Valid | Epoch 275 | 7/20 | 1.45 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.178
[2024-12-12 15:05:26,057][demucs.solver][INFO] - Valid | Epoch 275 | 8/20 | 1.56 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.178
[2024-12-12 15:05:26,301][demucs.solver][INFO] - Valid | Epoch 275 | 9/20 | 1.66 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.184
[2024-12-12 15:05:26,711][demucs.solver][INFO] - Valid | Epoch 275 | 10/20 | 1.71 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.170
[2024-12-12 15:05:27,042][demucs.solver][INFO] - Valid | Epoch 275 | 11/20 | 1.77 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.163
[2024-12-12 15:05:27,425][demucs.solver][INFO] - Valid | Epoch 275 | 12/20 | 1.82 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.144
[2024-12-12 15:05:27,651][demucs.solver][INFO] - Valid | Epoch 275 | 13/20 | 1.90 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.145
[2024-12-12 15:05:27,850][demucs.solver][INFO] - Valid | Epoch 275 | 14/20 | 1.98 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.147
[2024-12-12 15:05:28,057][demucs.solver][INFO] - Valid | Epoch 275 | 15/20 | 2.05 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.152
[2024-12-12 15:05:28,257][demucs.solver][INFO] - Valid | Epoch 275 | 16/20 | 2.13 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.154
[2024-12-12 15:05:28,414][demucs.solver][INFO] - Valid | Epoch 275 | 17/20 | 2.21 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.158
[2024-12-12 15:05:28,611][demucs.solver][INFO] - Valid | Epoch 275 | 18/20 | 2.28 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.145
[2024-12-12 15:05:28,809][demucs.solver][INFO] - Valid | Epoch 275 | 19/20 | 2.34 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.152
[2024-12-12 15:05:29,224][demucs.solver][INFO] - Valid Summary | Epoch 275 | Loss=0.5457 | Reco=0.5457 | Nsdr=1.152 | Best=0.5438 | Bname=main
[2024-12-12 15:05:30,599][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:05:30,600][demucs.solver][INFO] - Training...
[2024-12-12 15:05:42,164][demucs.solver][INFO] - Train | Epoch 276 | 1/14 | 0.20 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.1282
[2024-12-12 15:05:42,814][demucs.solver][INFO] - Train | Epoch 276 | 2/14 | 0.28 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.0987
[2024-12-12 15:05:43,455][demucs.solver][INFO] - Train | Epoch 276 | 3/14 | 0.35 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0863
[2024-12-12 15:05:44,104][demucs.solver][INFO] - Train | Epoch 276 | 4/14 | 0.42 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.0979
[2024-12-12 15:05:44,754][demucs.solver][INFO] - Train | Epoch 276 | 5/14 | 0.48 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.1164
[2024-12-12 15:05:45,399][demucs.solver][INFO] - Train | Epoch 276 | 6/14 | 0.53 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.1250
[2024-12-12 15:05:46,042][demucs.solver][INFO] - Train | Epoch 276 | 7/14 | 0.58 it/sec | Loss 0.2643 | Reco 0.2643 | Grad 0.1165
[2024-12-12 15:05:46,688][demucs.solver][INFO] - Train | Epoch 276 | 8/14 | 0.62 it/sec | Loss 0.2641 | Reco 0.2641 | Grad 0.1072
[2024-12-12 15:05:47,329][demucs.solver][INFO] - Train | Epoch 276 | 9/14 | 0.66 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 0.0999
[2024-12-12 15:05:47,970][demucs.solver][INFO] - Train | Epoch 276 | 10/14 | 0.69 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.0990
[2024-12-12 15:05:49,828][demucs.solver][INFO] - Train | Epoch 276 | 11/14 | 0.68 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.0950
[2024-12-12 15:05:50,461][demucs.solver][INFO] - Train | Epoch 276 | 12/14 | 0.71 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.0948
[2024-12-12 15:05:51,095][demucs.solver][INFO] - Train | Epoch 276 | 13/14 | 0.74 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.1002
[2024-12-12 15:05:51,437][demucs.solver][INFO] - Train Summary | Epoch 276 | Loss=0.2537 | Reco=0.2537 | Grad=0.1002
[2024-12-12 15:05:51,438][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:05:51,438][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:05:53,953][demucs.solver][INFO] - Valid | Epoch 276 | 1/20 | 2.08 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.178
[2024-12-12 15:05:54,157][demucs.solver][INFO] - Valid | Epoch 276 | 2/20 | 2.57 it/sec | Loss 0.4512 | Reco 0.4512 | Nsdr 1.116
[2024-12-12 15:05:54,337][demucs.solver][INFO] - Valid | Epoch 276 | 3/20 | 2.97 it/sec | Loss 0.4972 | Reco 0.4972 | Nsdr 1.150
[2024-12-12 15:05:54,539][demucs.solver][INFO] - Valid | Epoch 276 | 4/20 | 3.23 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.174
[2024-12-12 15:05:54,765][demucs.solver][INFO] - Valid | Epoch 276 | 5/20 | 3.38 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.169
[2024-12-12 15:05:54,965][demucs.solver][INFO] - Valid | Epoch 276 | 6/20 | 3.55 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.173
[2024-12-12 15:05:55,191][demucs.solver][INFO] - Valid | Epoch 276 | 7/20 | 3.64 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.182
[2024-12-12 15:05:55,417][demucs.solver][INFO] - Valid | Epoch 276 | 8/20 | 3.71 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.180
[2024-12-12 15:05:55,641][demucs.solver][INFO] - Valid | Epoch 276 | 9/20 | 3.77 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.186
[2024-12-12 15:05:55,839][demucs.solver][INFO] - Valid | Epoch 276 | 10/20 | 3.86 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.172
[2024-12-12 15:05:56,059][demucs.solver][INFO] - Valid | Epoch 276 | 11/20 | 3.91 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.165
[2024-12-12 15:05:56,283][demucs.solver][INFO] - Valid | Epoch 276 | 12/20 | 3.95 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.146
[2024-12-12 15:05:56,480][demucs.solver][INFO] - Valid | Epoch 276 | 13/20 | 4.01 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.146
[2024-12-12 15:05:56,690][demucs.solver][INFO] - Valid | Epoch 276 | 14/20 | 4.05 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.149
[2024-12-12 15:05:56,865][demucs.solver][INFO] - Valid | Epoch 276 | 15/20 | 4.13 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.153
[2024-12-12 15:05:57,062][demucs.solver][INFO] - Valid | Epoch 276 | 16/20 | 4.18 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.156
[2024-12-12 15:05:57,245][demucs.solver][INFO] - Valid | Epoch 276 | 17/20 | 4.23 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.160
[2024-12-12 15:05:57,441][demucs.solver][INFO] - Valid | Epoch 276 | 18/20 | 4.27 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.147
[2024-12-12 15:05:57,617][demucs.solver][INFO] - Valid | Epoch 276 | 19/20 | 4.32 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.154
[2024-12-12 15:05:57,996][demucs.solver][INFO] - Valid Summary | Epoch 276 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.154 | Best=0.5438 | Bname=main
[2024-12-12 15:05:59,416][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:05:59,416][demucs.solver][INFO] - Training...
[2024-12-12 15:06:08,253][demucs.solver][INFO] - Train | Epoch 277 | 1/14 | 0.28 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.1057
[2024-12-12 15:06:08,897][demucs.solver][INFO] - Train | Epoch 277 | 2/14 | 0.39 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 0.0981
[2024-12-12 15:06:09,549][demucs.solver][INFO] - Train | Epoch 277 | 3/14 | 0.48 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.0992
[2024-12-12 15:06:10,192][demucs.solver][INFO] - Train | Epoch 277 | 4/14 | 0.55 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 0.1262
[2024-12-12 15:06:10,828][demucs.solver][INFO] - Train | Epoch 277 | 5/14 | 0.62 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.1248
[2024-12-12 15:06:11,461][demucs.solver][INFO] - Train | Epoch 277 | 6/14 | 0.68 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.1213
[2024-12-12 15:06:12,091][demucs.solver][INFO] - Train | Epoch 277 | 7/14 | 0.73 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.1317
[2024-12-12 15:06:12,720][demucs.solver][INFO] - Train | Epoch 277 | 8/14 | 0.78 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.1262
[2024-12-12 15:06:13,350][demucs.solver][INFO] - Train | Epoch 277 | 9/14 | 0.82 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.1265
[2024-12-12 15:06:13,987][demucs.solver][INFO] - Train | Epoch 277 | 10/14 | 0.86 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.1287
[2024-12-12 15:06:14,622][demucs.solver][INFO] - Train | Epoch 277 | 11/14 | 0.89 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.1284
[2024-12-12 15:06:15,259][demucs.solver][INFO] - Train | Epoch 277 | 12/14 | 0.92 it/sec | Loss 0.2605 | Reco 0.2605 | Grad 0.1257
[2024-12-12 15:06:15,901][demucs.solver][INFO] - Train | Epoch 277 | 13/14 | 0.95 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.1280
[2024-12-12 15:06:16,246][demucs.solver][INFO] - Train Summary | Epoch 277 | Loss=0.2590 | Reco=0.2590 | Grad=0.1280
[2024-12-12 15:06:16,247][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:06:16,247][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:06:18,936][demucs.solver][INFO] - Valid | Epoch 277 | 1/20 | 1.77 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.168
[2024-12-12 15:06:19,271][demucs.solver][INFO] - Valid | Epoch 277 | 2/20 | 2.05 it/sec | Loss 0.4523 | Reco 0.4523 | Nsdr 1.108
[2024-12-12 15:06:19,648][demucs.solver][INFO] - Valid | Epoch 277 | 3/20 | 2.17 it/sec | Loss 0.4984 | Reco 0.4984 | Nsdr 1.139
[2024-12-12 15:06:20,041][demucs.solver][INFO] - Valid | Epoch 277 | 4/20 | 2.24 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.156
[2024-12-12 15:06:20,428][demucs.solver][INFO] - Valid | Epoch 277 | 5/20 | 2.29 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.145
[2024-12-12 15:06:20,865][demucs.solver][INFO] - Valid | Epoch 277 | 6/20 | 2.29 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.149
[2024-12-12 15:06:21,363][demucs.solver][INFO] - Valid | Epoch 277 | 7/20 | 2.25 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.156
[2024-12-12 15:06:21,794][demucs.solver][INFO] - Valid | Epoch 277 | 8/20 | 2.26 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.152
[2024-12-12 15:06:22,236][demucs.solver][INFO] - Valid | Epoch 277 | 9/20 | 2.26 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.155
[2024-12-12 15:06:22,493][demucs.solver][INFO] - Valid | Epoch 277 | 10/20 | 2.35 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.144
[2024-12-12 15:06:22,675][demucs.solver][INFO] - Valid | Epoch 277 | 11/20 | 2.47 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.138
[2024-12-12 15:06:22,871][demucs.solver][INFO] - Valid | Epoch 277 | 12/20 | 2.57 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.119
[2024-12-12 15:06:23,068][demucs.solver][INFO] - Valid | Epoch 277 | 13/20 | 2.66 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.119
[2024-12-12 15:06:23,271][demucs.solver][INFO] - Valid | Epoch 277 | 14/20 | 2.75 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.122
[2024-12-12 15:06:23,449][demucs.solver][INFO] - Valid | Epoch 277 | 15/20 | 2.84 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.125
[2024-12-12 15:06:23,625][demucs.solver][INFO] - Valid | Epoch 277 | 16/20 | 2.92 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.128
[2024-12-12 15:06:23,804][demucs.solver][INFO] - Valid | Epoch 277 | 17/20 | 3.00 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.135
[2024-12-12 15:06:23,980][demucs.solver][INFO] - Valid | Epoch 277 | 18/20 | 3.08 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.123
[2024-12-12 15:06:24,153][demucs.solver][INFO] - Valid | Epoch 277 | 19/20 | 3.15 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.130
[2024-12-12 15:06:24,634][demucs.solver][INFO] - Valid Summary | Epoch 277 | Loss=0.5476 | Reco=0.5476 | Nsdr=1.130 | Best=0.5438 | Bname=main
[2024-12-12 15:06:26,096][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:06:26,097][demucs.solver][INFO] - Training...
[2024-12-12 15:06:35,617][demucs.solver][INFO] - Train | Epoch 278 | 1/14 | 0.25 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.1751
[2024-12-12 15:06:36,265][demucs.solver][INFO] - Train | Epoch 278 | 2/14 | 0.35 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.1421
[2024-12-12 15:06:36,908][demucs.solver][INFO] - Train | Epoch 278 | 3/14 | 0.43 it/sec | Loss 0.2665 | Reco 0.2665 | Grad 0.1423
[2024-12-12 15:06:37,558][demucs.solver][INFO] - Train | Epoch 278 | 4/14 | 0.50 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.1197
[2024-12-12 15:06:38,199][demucs.solver][INFO] - Train | Epoch 278 | 5/14 | 0.57 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.1084
[2024-12-12 15:06:38,846][demucs.solver][INFO] - Train | Epoch 278 | 6/14 | 0.62 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.1152
[2024-12-12 15:06:39,479][demucs.solver][INFO] - Train | Epoch 278 | 7/14 | 0.68 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.1171
[2024-12-12 15:06:40,114][demucs.solver][INFO] - Train | Epoch 278 | 8/14 | 0.72 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.1107
[2024-12-12 15:06:40,746][demucs.solver][INFO] - Train | Epoch 278 | 9/14 | 0.76 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.1059
[2024-12-12 15:06:41,380][demucs.solver][INFO] - Train | Epoch 278 | 10/14 | 0.80 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.1024
[2024-12-12 15:06:42,014][demucs.solver][INFO] - Train | Epoch 278 | 11/14 | 0.83 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.1044
[2024-12-12 15:06:42,647][demucs.solver][INFO] - Train | Epoch 278 | 12/14 | 0.87 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.1217
[2024-12-12 15:06:43,277][demucs.solver][INFO] - Train | Epoch 278 | 13/14 | 0.90 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.1274
[2024-12-12 15:06:43,633][demucs.solver][INFO] - Train Summary | Epoch 278 | Loss=0.2520 | Reco=0.2520 | Grad=0.1274
[2024-12-12 15:06:43,634][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:06:43,634][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:06:45,863][demucs.solver][INFO] - Valid | Epoch 278 | 1/20 | 2.82 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.184
[2024-12-12 15:06:46,072][demucs.solver][INFO] - Valid | Epoch 278 | 2/20 | 3.27 it/sec | Loss 0.4512 | Reco 0.4512 | Nsdr 1.121
[2024-12-12 15:06:46,304][demucs.solver][INFO] - Valid | Epoch 278 | 3/20 | 3.48 it/sec | Loss 0.4972 | Reco 0.4972 | Nsdr 1.153
[2024-12-12 15:06:46,484][demucs.solver][INFO] - Valid | Epoch 278 | 4/20 | 3.76 it/sec | Loss 0.5152 | Reco 0.5152 | Nsdr 1.173
[2024-12-12 15:06:46,639][demucs.solver][INFO] - Valid | Epoch 278 | 5/20 | 4.04 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.166
[2024-12-12 15:06:46,816][demucs.solver][INFO] - Valid | Epoch 278 | 6/20 | 4.21 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.169
[2024-12-12 15:06:46,974][demucs.solver][INFO] - Valid | Epoch 278 | 7/20 | 4.40 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.176
[2024-12-12 15:06:47,175][demucs.solver][INFO] - Valid | Epoch 278 | 8/20 | 4.45 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.174
[2024-12-12 15:06:47,378][demucs.solver][INFO] - Valid | Epoch 278 | 9/20 | 4.50 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.179
[2024-12-12 15:06:47,575][demucs.solver][INFO] - Valid | Epoch 278 | 10/20 | 4.54 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.167
[2024-12-12 15:06:47,738][demucs.solver][INFO] - Valid | Epoch 278 | 11/20 | 4.64 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.161
[2024-12-12 15:06:47,934][demucs.solver][INFO] - Valid | Epoch 278 | 12/20 | 4.68 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.142
[2024-12-12 15:06:48,131][demucs.solver][INFO] - Valid | Epoch 278 | 13/20 | 4.70 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.142
[2024-12-12 15:06:48,329][demucs.solver][INFO] - Valid | Epoch 278 | 14/20 | 4.72 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.144
[2024-12-12 15:06:48,484][demucs.solver][INFO] - Valid | Epoch 278 | 15/20 | 4.81 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.148
[2024-12-12 15:06:48,659][demucs.solver][INFO] - Valid | Epoch 278 | 16/20 | 4.85 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.151
[2024-12-12 15:06:48,856][demucs.solver][INFO] - Valid | Epoch 278 | 17/20 | 4.86 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.158
[2024-12-12 15:06:49,052][demucs.solver][INFO] - Valid | Epoch 278 | 18/20 | 4.87 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.145
[2024-12-12 15:06:49,255][demucs.solver][INFO] - Valid | Epoch 278 | 19/20 | 4.88 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.152
[2024-12-12 15:06:49,779][demucs.solver][INFO] - Valid Summary | Epoch 278 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.152 | Best=0.5438 | Bname=main
[2024-12-12 15:06:51,137][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:06:51,137][demucs.solver][INFO] - Training...
[2024-12-12 15:07:02,115][demucs.solver][INFO] - Train | Epoch 279 | 1/14 | 0.22 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.0687
[2024-12-12 15:07:02,760][demucs.solver][INFO] - Train | Epoch 279 | 2/14 | 0.30 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.0656
[2024-12-12 15:07:03,400][demucs.solver][INFO] - Train | Epoch 279 | 3/14 | 0.38 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.0869
[2024-12-12 15:07:04,041][demucs.solver][INFO] - Train | Epoch 279 | 4/14 | 0.45 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.1077
[2024-12-12 15:07:04,681][demucs.solver][INFO] - Train | Epoch 279 | 5/14 | 0.51 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.1065
[2024-12-12 15:07:05,323][demucs.solver][INFO] - Train | Epoch 279 | 6/14 | 0.56 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.1263
[2024-12-12 15:07:05,966][demucs.solver][INFO] - Train | Epoch 279 | 7/14 | 0.61 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.1251
[2024-12-12 15:07:06,604][demucs.solver][INFO] - Train | Epoch 279 | 8/14 | 0.65 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1353
[2024-12-12 15:07:07,240][demucs.solver][INFO] - Train | Epoch 279 | 9/14 | 0.69 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.1426
[2024-12-12 15:07:07,875][demucs.solver][INFO] - Train | Epoch 279 | 10/14 | 0.73 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1526
[2024-12-12 15:07:08,512][demucs.solver][INFO] - Train | Epoch 279 | 11/14 | 0.76 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.1473
[2024-12-12 15:07:09,147][demucs.solver][INFO] - Train | Epoch 279 | 12/14 | 0.80 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.1499
[2024-12-12 15:07:09,783][demucs.solver][INFO] - Train | Epoch 279 | 13/14 | 0.83 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.1480
[2024-12-12 15:07:10,125][demucs.solver][INFO] - Train Summary | Epoch 279 | Loss=0.2494 | Reco=0.2494 | Grad=0.1480
[2024-12-12 15:07:10,126][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:07:10,126][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:07:13,039][demucs.solver][INFO] - Valid | Epoch 279 | 1/20 | 1.42 it/sec | Loss 0.5810 | Reco 0.5810 | Nsdr 1.168
[2024-12-12 15:07:13,287][demucs.solver][INFO] - Valid | Epoch 279 | 2/20 | 1.81 it/sec | Loss 0.4522 | Reco 0.4522 | Nsdr 1.104
[2024-12-12 15:07:13,489][demucs.solver][INFO] - Valid | Epoch 279 | 3/20 | 2.15 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.139
[2024-12-12 15:07:13,691][demucs.solver][INFO] - Valid | Epoch 279 | 4/20 | 2.43 it/sec | Loss 0.5162 | Reco 0.5162 | Nsdr 1.161
[2024-12-12 15:07:13,869][demucs.solver][INFO] - Valid | Epoch 279 | 5/20 | 2.68 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.155
[2024-12-12 15:07:14,077][demucs.solver][INFO] - Valid | Epoch 279 | 6/20 | 2.86 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.158
[2024-12-12 15:07:14,281][demucs.solver][INFO] - Valid | Epoch 279 | 7/20 | 3.02 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.166
[2024-12-12 15:07:14,481][demucs.solver][INFO] - Valid | Epoch 279 | 8/20 | 3.16 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.165
[2024-12-12 15:07:14,671][demucs.solver][INFO] - Valid | Epoch 279 | 9/20 | 3.29 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.169
[2024-12-12 15:07:14,867][demucs.solver][INFO] - Valid | Epoch 279 | 10/20 | 3.40 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.157
[2024-12-12 15:07:15,065][demucs.solver][INFO] - Valid | Epoch 279 | 11/20 | 3.50 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.151
[2024-12-12 15:07:15,263][demucs.solver][INFO] - Valid | Epoch 279 | 12/20 | 3.58 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.132
[2024-12-12 15:07:15,462][demucs.solver][INFO] - Valid | Epoch 279 | 13/20 | 3.66 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.133
[2024-12-12 15:07:15,657][demucs.solver][INFO] - Valid | Epoch 279 | 14/20 | 3.73 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.135
[2024-12-12 15:07:15,874][demucs.solver][INFO] - Valid | Epoch 279 | 15/20 | 3.77 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.139
[2024-12-12 15:07:16,072][demucs.solver][INFO] - Valid | Epoch 279 | 16/20 | 3.83 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.142
[2024-12-12 15:07:16,272][demucs.solver][INFO] - Valid | Epoch 279 | 17/20 | 3.88 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.148
[2024-12-12 15:07:16,494][demucs.solver][INFO] - Valid | Epoch 279 | 18/20 | 3.91 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.135
[2024-12-12 15:07:16,647][demucs.solver][INFO] - Valid | Epoch 279 | 19/20 | 3.99 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.142
[2024-12-12 15:07:17,051][demucs.solver][INFO] - Valid Summary | Epoch 279 | Loss=0.5465 | Reco=0.5465 | Nsdr=1.142 | Best=0.5438 | Bname=main
[2024-12-12 15:07:18,460][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:07:18,461][demucs.solver][INFO] - Training...
[2024-12-12 15:07:28,391][demucs.solver][INFO] - Train | Epoch 280 | 1/14 | 0.25 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.1950
[2024-12-12 15:07:29,052][demucs.solver][INFO] - Train | Epoch 280 | 2/14 | 0.35 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.2017
[2024-12-12 15:07:29,720][demucs.solver][INFO] - Train | Epoch 280 | 3/14 | 0.43 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.1972
[2024-12-12 15:07:30,408][demucs.solver][INFO] - Train | Epoch 280 | 4/14 | 0.50 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.1746
[2024-12-12 15:07:31,060][demucs.solver][INFO] - Train | Epoch 280 | 5/14 | 0.56 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.1925
[2024-12-12 15:07:31,716][demucs.solver][INFO] - Train | Epoch 280 | 6/14 | 0.62 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.1740
[2024-12-12 15:07:32,357][demucs.solver][INFO] - Train | Epoch 280 | 7/14 | 0.67 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.1952
[2024-12-12 15:07:33,024][demucs.solver][INFO] - Train | Epoch 280 | 8/14 | 0.71 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.1837
[2024-12-12 15:07:33,852][demucs.solver][INFO] - Train | Epoch 280 | 9/14 | 0.74 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.1805
[2024-12-12 15:07:34,526][demucs.solver][INFO] - Train | Epoch 280 | 10/14 | 0.78 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 0.1791
[2024-12-12 15:07:35,196][demucs.solver][INFO] - Train | Epoch 280 | 11/14 | 0.81 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 0.1736
[2024-12-12 15:07:35,917][demucs.solver][INFO] - Train | Epoch 280 | 12/14 | 0.84 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 0.1654
[2024-12-12 15:07:36,610][demucs.solver][INFO] - Train | Epoch 280 | 13/14 | 0.86 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.1645
[2024-12-12 15:07:36,920][demucs.solver][INFO] - Train Summary | Epoch 280 | Loss=0.2400 | Reco=0.2400 | Grad=0.1645
[2024-12-12 15:07:36,920][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:07:36,920][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:07:39,502][demucs.solver][INFO] - Valid | Epoch 280 | 1/20 | 2.40 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.146
[2024-12-12 15:07:39,742][demucs.solver][INFO] - Valid | Epoch 280 | 2/20 | 2.80 it/sec | Loss 0.4525 | Reco 0.4525 | Nsdr 1.087
[2024-12-12 15:07:39,975][demucs.solver][INFO] - Valid | Epoch 280 | 3/20 | 3.06 it/sec | Loss 0.4984 | Reco 0.4984 | Nsdr 1.126
[2024-12-12 15:07:40,177][demucs.solver][INFO] - Valid | Epoch 280 | 4/20 | 3.31 it/sec | Loss 0.5162 | Reco 0.5162 | Nsdr 1.153
[2024-12-12 15:07:40,399][demucs.solver][INFO] - Valid | Epoch 280 | 5/20 | 3.47 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.149
[2024-12-12 15:07:40,622][demucs.solver][INFO] - Valid | Epoch 280 | 6/20 | 3.58 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.155
[2024-12-12 15:07:40,847][demucs.solver][INFO] - Valid | Epoch 280 | 7/20 | 3.67 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.166
[2024-12-12 15:07:41,047][demucs.solver][INFO] - Valid | Epoch 280 | 8/20 | 3.78 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.165
[2024-12-12 15:07:41,270][demucs.solver][INFO] - Valid | Epoch 280 | 9/20 | 3.84 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.171
[2024-12-12 15:07:41,446][demucs.solver][INFO] - Valid | Epoch 280 | 10/20 | 3.96 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.156
[2024-12-12 15:07:41,665][demucs.solver][INFO] - Valid | Epoch 280 | 11/20 | 4.00 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.149
[2024-12-12 15:07:41,863][demucs.solver][INFO] - Valid | Epoch 280 | 12/20 | 4.07 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.131
[2024-12-12 15:07:42,058][demucs.solver][INFO] - Valid | Epoch 280 | 13/20 | 4.13 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.132
[2024-12-12 15:07:42,256][demucs.solver][INFO] - Valid | Epoch 280 | 14/20 | 4.18 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.135
[2024-12-12 15:07:42,409][demucs.solver][INFO] - Valid | Epoch 280 | 15/20 | 4.28 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.140
[2024-12-12 15:07:42,634][demucs.solver][INFO] - Valid | Epoch 280 | 16/20 | 4.29 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.142
[2024-12-12 15:07:42,836][demucs.solver][INFO] - Valid | Epoch 280 | 17/20 | 4.32 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.145
[2024-12-12 15:07:43,035][demucs.solver][INFO] - Valid | Epoch 280 | 18/20 | 4.35 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.131
[2024-12-12 15:07:43,251][demucs.solver][INFO] - Valid | Epoch 280 | 19/20 | 4.36 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.139
[2024-12-12 15:07:43,681][demucs.solver][INFO] - Valid Summary | Epoch 280 | Loss=0.5464 | Reco=0.5464 | Nsdr=1.139 | Best=0.5438 | Bname=main
[2024-12-12 15:07:43,682][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:07:43,682][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 15:07:57,488][demucs.evaluate][INFO] - Eval | 1/20 | 0.29 it/sec
[2024-12-12 15:08:01,012][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 15:08:04,406][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 15:08:07,793][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 15:08:11,336][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 15:08:14,819][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 15:08:18,226][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 15:08:21,688][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 15:08:25,040][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 15:08:28,411][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 15:08:31,950][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 15:08:35,409][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 15:08:38,741][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 15:08:42,070][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 15:08:45,466][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 15:08:48,796][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 15:08:52,131][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 15:08:55,486][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 15:08:58,827][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 15:08:58,847][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 101.82 it/sec
[2024-12-12 15:08:58,857][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 103.51 it/sec
[2024-12-12 15:08:58,864][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 108.43 it/sec
[2024-12-12 15:08:58,894][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 74.92 it/sec
[2024-12-12 15:08:58,902][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 80.40 it/sec
[2024-12-12 15:08:58,911][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 83.52 it/sec
[2024-12-12 15:08:58,920][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 86.49 it/sec
[2024-12-12 15:08:58,946][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 75.85 it/sec
[2024-12-12 15:08:58,956][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 77.61 it/sec
[2024-12-12 15:08:58,964][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 80.37 it/sec
[2024-12-12 15:08:58,974][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 81.79 it/sec
[2024-12-12 15:08:58,983][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 83.52 it/sec
[2024-12-12 15:08:59,034][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 67.74 it/sec
[2024-12-12 15:08:59,101][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 54.95 it/sec
[2024-12-12 15:08:59,110][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 56.72 it/sec
[2024-12-12 15:08:59,118][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 58.60 it/sec
[2024-12-12 15:08:59,144][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 56.92 it/sec
[2024-12-12 15:08:59,152][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 58.60 it/sec
[2024-12-12 15:08:59,163][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 59.54 it/sec
[2024-12-12 15:08:59,230][demucs.solver][INFO] - Test Summary | Epoch 280 | Nsdr=1.022 | Nsdr_drums=0.974 | Nsdr_bass=1.025 | Nsdr_other=1.053 | Nsdr_vocals=1.035
[2024-12-12 15:09:00,638][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:09:00,638][demucs.solver][INFO] - Training...
[2024-12-12 15:09:08,102][demucs.solver][INFO] - Train | Epoch 281 | 1/14 | 0.35 it/sec | Loss 0.2689 | Reco 0.2689 | Grad 0.1446
[2024-12-12 15:09:08,750][demucs.solver][INFO] - Train | Epoch 281 | 2/14 | 0.48 it/sec | Loss 0.2801 | Reco 0.2801 | Grad 0.1678
[2024-12-12 15:09:13,101][demucs.solver][INFO] - Train | Epoch 281 | 3/14 | 0.38 it/sec | Loss 0.2671 | Reco 0.2671 | Grad 0.1450
[2024-12-12 15:09:13,750][demucs.solver][INFO] - Train | Epoch 281 | 4/14 | 0.44 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.1507
[2024-12-12 15:09:14,397][demucs.solver][INFO] - Train | Epoch 281 | 5/14 | 0.50 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.1635
[2024-12-12 15:09:15,039][demucs.solver][INFO] - Train | Epoch 281 | 6/14 | 0.56 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 0.1614
[2024-12-12 15:09:15,681][demucs.solver][INFO] - Train | Epoch 281 | 7/14 | 0.60 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.1581
[2024-12-12 15:09:16,322][demucs.solver][INFO] - Train | Epoch 281 | 8/14 | 0.65 it/sec | Loss 0.2611 | Reco 0.2611 | Grad 0.1461
[2024-12-12 15:09:16,954][demucs.solver][INFO] - Train | Epoch 281 | 9/14 | 0.69 it/sec | Loss 0.2622 | Reco 0.2622 | Grad 0.1389
[2024-12-12 15:09:17,591][demucs.solver][INFO] - Train | Epoch 281 | 10/14 | 0.73 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.1337
[2024-12-12 15:09:18,220][demucs.solver][INFO] - Train | Epoch 281 | 11/14 | 0.76 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.1268
[2024-12-12 15:09:18,849][demucs.solver][INFO] - Train | Epoch 281 | 12/14 | 0.79 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.1217
[2024-12-12 15:09:19,482][demucs.solver][INFO] - Train | Epoch 281 | 13/14 | 0.82 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.1225
[2024-12-12 15:09:19,844][demucs.solver][INFO] - Train Summary | Epoch 281 | Loss=0.2547 | Reco=0.2547 | Grad=0.1225
[2024-12-12 15:09:19,844][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:09:19,844][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:09:22,190][demucs.solver][INFO] - Valid | Epoch 281 | 1/20 | 2.66 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.191
[2024-12-12 15:09:22,400][demucs.solver][INFO] - Valid | Epoch 281 | 2/20 | 3.12 it/sec | Loss 0.4509 | Reco 0.4509 | Nsdr 1.125
[2024-12-12 15:09:22,577][demucs.solver][INFO] - Valid | Epoch 281 | 3/20 | 3.51 it/sec | Loss 0.4969 | Reco 0.4969 | Nsdr 1.160
[2024-12-12 15:09:22,774][demucs.solver][INFO] - Valid | Epoch 281 | 4/20 | 3.74 it/sec | Loss 0.5150 | Reco 0.5150 | Nsdr 1.181
[2024-12-12 15:09:22,972][demucs.solver][INFO] - Valid | Epoch 281 | 5/20 | 3.91 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.170
[2024-12-12 15:09:23,152][demucs.solver][INFO] - Valid | Epoch 281 | 6/20 | 4.09 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.174
[2024-12-12 15:09:23,359][demucs.solver][INFO] - Valid | Epoch 281 | 7/20 | 4.17 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.182
[2024-12-12 15:09:23,515][demucs.solver][INFO] - Valid | Epoch 281 | 8/20 | 4.33 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.178
[2024-12-12 15:09:23,718][demucs.solver][INFO] - Valid | Epoch 281 | 9/20 | 4.39 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.183
[2024-12-12 15:09:23,874][demucs.solver][INFO] - Valid | Epoch 281 | 10/20 | 4.52 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.171
[2024-12-12 15:09:24,029][demucs.solver][INFO] - Valid | Epoch 281 | 11/20 | 4.63 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.165
[2024-12-12 15:09:24,227][demucs.solver][INFO] - Valid | Epoch 281 | 12/20 | 4.66 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.146
[2024-12-12 15:09:24,420][demucs.solver][INFO] - Valid | Epoch 281 | 13/20 | 4.70 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.146
[2024-12-12 15:09:24,647][demucs.solver][INFO] - Valid | Epoch 281 | 14/20 | 4.68 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.148
[2024-12-12 15:09:24,824][demucs.solver][INFO] - Valid | Epoch 281 | 15/20 | 4.73 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.153
[2024-12-12 15:09:25,051][demucs.solver][INFO] - Valid | Epoch 281 | 16/20 | 4.71 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.156
[2024-12-12 15:09:25,271][demucs.solver][INFO] - Valid | Epoch 281 | 17/20 | 4.70 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.163
[2024-12-12 15:09:25,467][demucs.solver][INFO] - Valid | Epoch 281 | 18/20 | 4.72 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.150
[2024-12-12 15:09:25,664][demucs.solver][INFO] - Valid | Epoch 281 | 19/20 | 4.73 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.157
[2024-12-12 15:09:26,074][demucs.solver][INFO] - Valid Summary | Epoch 281 | Loss=0.5457 | Reco=0.5457 | Nsdr=1.157 | Best=0.5438 | Bname=main
[2024-12-12 15:09:27,461][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:09:27,461][demucs.solver][INFO] - Training...
[2024-12-12 15:09:33,820][demucs.solver][INFO] - Train | Epoch 282 | 1/14 | 0.41 it/sec | Loss 0.2635 | Reco 0.2635 | Grad 0.1779
[2024-12-12 15:09:34,601][demucs.solver][INFO] - Train | Epoch 282 | 2/14 | 0.53 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1571
[2024-12-12 15:09:35,404][demucs.solver][INFO] - Train | Epoch 282 | 3/14 | 0.62 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.1404
[2024-12-12 15:09:36,067][demucs.solver][INFO] - Train | Epoch 282 | 4/14 | 0.70 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.1337
[2024-12-12 15:09:37,180][demucs.solver][INFO] - Train | Epoch 282 | 5/14 | 0.73 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.1220
[2024-12-12 15:09:37,833][demucs.solver][INFO] - Train | Epoch 282 | 6/14 | 0.79 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.1236
[2024-12-12 15:09:38,680][demucs.solver][INFO] - Train | Epoch 282 | 7/14 | 0.82 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.1291
[2024-12-12 15:09:39,375][demucs.solver][INFO] - Train | Epoch 282 | 8/14 | 0.86 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.1295
[2024-12-12 15:09:40,082][demucs.solver][INFO] - Train | Epoch 282 | 9/14 | 0.90 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.1365
[2024-12-12 15:09:40,828][demucs.solver][INFO] - Train | Epoch 282 | 10/14 | 0.93 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.1312
[2024-12-12 15:09:41,482][demucs.solver][INFO] - Train | Epoch 282 | 11/14 | 0.96 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.1317
[2024-12-12 15:09:42,136][demucs.solver][INFO] - Train | Epoch 282 | 12/14 | 0.99 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.1335
[2024-12-12 15:09:42,795][demucs.solver][INFO] - Train | Epoch 282 | 13/14 | 1.01 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.1261
[2024-12-12 15:09:43,127][demucs.solver][INFO] - Train Summary | Epoch 282 | Loss=0.2486 | Reco=0.2486 | Grad=0.1261
[2024-12-12 15:09:43,128][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:09:43,128][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:09:45,646][demucs.solver][INFO] - Valid | Epoch 282 | 1/20 | 2.28 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.196
[2024-12-12 15:09:45,846][demucs.solver][INFO] - Valid | Epoch 282 | 2/20 | 2.78 it/sec | Loss 0.4508 | Reco 0.4508 | Nsdr 1.130
[2024-12-12 15:09:46,027][demucs.solver][INFO] - Valid | Epoch 282 | 3/20 | 3.17 it/sec | Loss 0.4967 | Reco 0.4967 | Nsdr 1.164
[2024-12-12 15:09:46,252][demucs.solver][INFO] - Valid | Epoch 282 | 4/20 | 3.37 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 1.183
[2024-12-12 15:09:46,432][demucs.solver][INFO] - Valid | Epoch 282 | 5/20 | 3.60 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.172
[2024-12-12 15:09:46,655][demucs.solver][INFO] - Valid | Epoch 282 | 6/20 | 3.71 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.174
[2024-12-12 15:09:46,858][demucs.solver][INFO] - Valid | Epoch 282 | 7/20 | 3.83 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.181
[2024-12-12 15:09:47,060][demucs.solver][INFO] - Valid | Epoch 282 | 8/20 | 3.93 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.176
[2024-12-12 15:09:47,259][demucs.solver][INFO] - Valid | Epoch 282 | 9/20 | 4.01 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.179
[2024-12-12 15:09:47,456][demucs.solver][INFO] - Valid | Epoch 282 | 10/20 | 4.09 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.167
[2024-12-12 15:09:47,631][demucs.solver][INFO] - Valid | Epoch 282 | 11/20 | 4.19 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.161
[2024-12-12 15:09:47,855][demucs.solver][INFO] - Valid | Epoch 282 | 12/20 | 4.21 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.141
[2024-12-12 15:09:48,055][demucs.solver][INFO] - Valid | Epoch 282 | 13/20 | 4.26 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.141
[2024-12-12 15:09:48,255][demucs.solver][INFO] - Valid | Epoch 282 | 14/20 | 4.30 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.144
[2024-12-12 15:09:48,433][demucs.solver][INFO] - Valid | Epoch 282 | 15/20 | 4.36 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.148
[2024-12-12 15:09:48,649][demucs.solver][INFO] - Valid | Epoch 282 | 16/20 | 4.38 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.151
[2024-12-12 15:09:48,871][demucs.solver][INFO] - Valid | Epoch 282 | 17/20 | 4.39 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.159
[2024-12-12 15:09:49,069][demucs.solver][INFO] - Valid | Epoch 282 | 18/20 | 4.42 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.147
[2024-12-12 15:09:49,249][demucs.solver][INFO] - Valid | Epoch 282 | 19/20 | 4.46 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.153
[2024-12-12 15:09:49,633][demucs.solver][INFO] - Valid Summary | Epoch 282 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.153 | Best=0.5438 | Bname=main
[2024-12-12 15:09:51,086][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:09:51,086][demucs.solver][INFO] - Training...
[2024-12-12 15:09:58,310][demucs.solver][INFO] - Train | Epoch 283 | 1/14 | 0.35 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.1351
[2024-12-12 15:09:59,063][demucs.solver][INFO] - Train | Epoch 283 | 2/14 | 0.47 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.2029
[2024-12-12 15:10:00,668][demucs.solver][INFO] - Train | Epoch 283 | 3/14 | 0.50 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.1742
[2024-12-12 15:10:01,326][demucs.solver][INFO] - Train | Epoch 283 | 4/14 | 0.57 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.1780
[2024-12-12 15:10:01,977][demucs.solver][INFO] - Train | Epoch 283 | 5/14 | 0.64 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.1725
[2024-12-12 15:10:02,616][demucs.solver][INFO] - Train | Epoch 283 | 6/14 | 0.70 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.1769
[2024-12-12 15:10:03,258][demucs.solver][INFO] - Train | Epoch 283 | 7/14 | 0.75 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.1646
[2024-12-12 15:10:03,898][demucs.solver][INFO] - Train | Epoch 283 | 8/14 | 0.80 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.1715
[2024-12-12 15:10:04,532][demucs.solver][INFO] - Train | Epoch 283 | 9/14 | 0.84 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.1742
[2024-12-12 15:10:05,173][demucs.solver][INFO] - Train | Epoch 283 | 10/14 | 0.88 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.1617
[2024-12-12 15:10:05,807][demucs.solver][INFO] - Train | Epoch 283 | 11/14 | 0.91 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.1559
[2024-12-12 15:10:06,440][demucs.solver][INFO] - Train | Epoch 283 | 12/14 | 0.94 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.1484
[2024-12-12 15:10:07,076][demucs.solver][INFO] - Train | Epoch 283 | 13/14 | 0.97 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.1445
[2024-12-12 15:10:07,443][demucs.solver][INFO] - Train Summary | Epoch 283 | Loss=0.2551 | Reco=0.2551 | Grad=0.1445
[2024-12-12 15:10:07,443][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:10:07,443][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:10:10,826][demucs.solver][INFO] - Valid | Epoch 283 | 1/20 | 1.12 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.188
[2024-12-12 15:10:11,465][demucs.solver][INFO] - Valid | Epoch 283 | 2/20 | 1.24 it/sec | Loss 0.4500 | Reco 0.4500 | Nsdr 1.126
[2024-12-12 15:10:11,994][demucs.solver][INFO] - Valid | Epoch 283 | 3/20 | 1.35 it/sec | Loss 0.4959 | Reco 0.4959 | Nsdr 1.160
[2024-12-12 15:10:12,384][demucs.solver][INFO] - Valid | Epoch 283 | 4/20 | 1.49 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.189
[2024-12-12 15:10:12,690][demucs.solver][INFO] - Valid | Epoch 283 | 5/20 | 1.64 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.189
[2024-12-12 15:10:12,949][demucs.solver][INFO] - Valid | Epoch 283 | 6/20 | 1.79 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.196
[2024-12-12 15:10:13,151][demucs.solver][INFO] - Valid | Epoch 283 | 7/20 | 1.95 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.204
[2024-12-12 15:10:13,354][demucs.solver][INFO] - Valid | Epoch 283 | 8/20 | 2.09 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.206
[2024-12-12 15:10:13,586][demucs.solver][INFO] - Valid | Epoch 283 | 9/20 | 2.20 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.212
[2024-12-12 15:10:13,811][demucs.solver][INFO] - Valid | Epoch 283 | 10/20 | 2.30 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.198
[2024-12-12 15:10:14,011][demucs.solver][INFO] - Valid | Epoch 283 | 11/20 | 2.41 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.191
[2024-12-12 15:10:14,187][demucs.solver][INFO] - Valid | Epoch 283 | 12/20 | 2.52 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.172
[2024-12-12 15:10:14,409][demucs.solver][INFO] - Valid | Epoch 283 | 13/20 | 2.61 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.173
[2024-12-12 15:10:14,607][demucs.solver][INFO] - Valid | Epoch 283 | 14/20 | 2.69 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.176
[2024-12-12 15:10:14,810][demucs.solver][INFO] - Valid | Epoch 283 | 15/20 | 2.77 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.181
[2024-12-12 15:10:15,006][demucs.solver][INFO] - Valid | Epoch 283 | 16/20 | 2.85 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.184
[2024-12-12 15:10:15,240][demucs.solver][INFO] - Valid | Epoch 283 | 17/20 | 2.90 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.185
[2024-12-12 15:10:15,450][demucs.solver][INFO] - Valid | Epoch 283 | 18/20 | 2.96 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.171
[2024-12-12 15:10:15,660][demucs.solver][INFO] - Valid | Epoch 283 | 19/20 | 3.02 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.179
[2024-12-12 15:10:16,191][demucs.solver][INFO] - Valid Summary | Epoch 283 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.179 | Best=0.5434 | Bname=main
[2024-12-12 15:10:16,191][demucs.solver][INFO] - New best valid loss 0.5434
[2024-12-12 15:10:18,173][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:10:18,173][demucs.solver][INFO] - Training...
[2024-12-12 15:10:26,599][demucs.solver][INFO] - Train | Epoch 284 | 1/14 | 0.29 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.1562
[2024-12-12 15:10:27,253][demucs.solver][INFO] - Train | Epoch 284 | 2/14 | 0.40 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.1625
[2024-12-12 15:10:27,912][demucs.solver][INFO] - Train | Epoch 284 | 3/14 | 0.49 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.1535
[2024-12-12 15:10:28,567][demucs.solver][INFO] - Train | Epoch 284 | 4/14 | 0.57 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.1552
[2024-12-12 15:10:29,215][demucs.solver][INFO] - Train | Epoch 284 | 5/14 | 0.64 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.1399
[2024-12-12 15:10:29,872][demucs.solver][INFO] - Train | Epoch 284 | 6/14 | 0.69 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.1294
[2024-12-12 15:10:30,516][demucs.solver][INFO] - Train | Epoch 284 | 7/14 | 0.75 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.1228
[2024-12-12 15:10:31,160][demucs.solver][INFO] - Train | Epoch 284 | 8/14 | 0.79 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.1347
[2024-12-12 15:10:31,800][demucs.solver][INFO] - Train | Epoch 284 | 9/14 | 0.83 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.1252
[2024-12-12 15:10:32,434][demucs.solver][INFO] - Train | Epoch 284 | 10/14 | 0.87 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.1248
[2024-12-12 15:10:33,069][demucs.solver][INFO] - Train | Epoch 284 | 11/14 | 0.90 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.1189
[2024-12-12 15:10:33,705][demucs.solver][INFO] - Train | Epoch 284 | 12/14 | 0.93 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 0.1180
[2024-12-12 15:10:34,346][demucs.solver][INFO] - Train | Epoch 284 | 13/14 | 0.96 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 0.1211
[2024-12-12 15:10:34,682][demucs.solver][INFO] - Train Summary | Epoch 284 | Loss=0.2375 | Reco=0.2375 | Grad=0.1211
[2024-12-12 15:10:34,682][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:10:34,682][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:10:36,931][demucs.solver][INFO] - Valid | Epoch 284 | 1/20 | 2.81 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.202
[2024-12-12 15:10:37,171][demucs.solver][INFO] - Valid | Epoch 284 | 2/20 | 3.15 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.138
[2024-12-12 15:10:37,406][demucs.solver][INFO] - Valid | Epoch 284 | 3/20 | 3.37 it/sec | Loss 0.4966 | Reco 0.4966 | Nsdr 1.173
[2024-12-12 15:10:37,618][demucs.solver][INFO] - Valid | Epoch 284 | 4/20 | 3.57 it/sec | Loss 0.5149 | Reco 0.5149 | Nsdr 1.190
[2024-12-12 15:10:37,786][demucs.solver][INFO] - Valid | Epoch 284 | 5/20 | 3.83 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.177
[2024-12-12 15:10:38,019][demucs.solver][INFO] - Valid | Epoch 284 | 6/20 | 3.89 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.179
[2024-12-12 15:10:38,254][demucs.solver][INFO] - Valid | Epoch 284 | 7/20 | 3.93 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.187
[2024-12-12 15:10:38,463][demucs.solver][INFO] - Valid | Epoch 284 | 8/20 | 4.01 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.181
[2024-12-12 15:10:38,701][demucs.solver][INFO] - Valid | Epoch 284 | 9/20 | 4.03 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.185
[2024-12-12 15:10:38,909][demucs.solver][INFO] - Valid | Epoch 284 | 10/20 | 4.09 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.174
[2024-12-12 15:10:39,105][demucs.solver][INFO] - Valid | Epoch 284 | 11/20 | 4.16 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.168
[2024-12-12 15:10:39,338][demucs.solver][INFO] - Valid | Epoch 284 | 12/20 | 4.17 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.148
[2024-12-12 15:10:39,521][demucs.solver][INFO] - Valid | Epoch 284 | 13/20 | 4.24 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.148
[2024-12-12 15:10:39,738][demucs.solver][INFO] - Valid | Epoch 284 | 14/20 | 4.26 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.150
[2024-12-12 15:10:39,943][demucs.solver][INFO] - Valid | Epoch 284 | 15/20 | 4.30 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.154
[2024-12-12 15:10:40,144][demucs.solver][INFO] - Valid | Epoch 284 | 16/20 | 4.33 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.158
[2024-12-12 15:10:40,343][demucs.solver][INFO] - Valid | Epoch 284 | 17/20 | 4.37 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.167
[2024-12-12 15:10:40,519][demucs.solver][INFO] - Valid | Epoch 284 | 18/20 | 4.42 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.154
[2024-12-12 15:10:40,715][demucs.solver][INFO] - Valid | Epoch 284 | 19/20 | 4.45 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.161
[2024-12-12 15:10:41,494][demucs.solver][INFO] - Valid Summary | Epoch 284 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.161 | Best=0.5434 | Bname=main
[2024-12-12 15:10:42,803][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:10:42,804][demucs.solver][INFO] - Training...
[2024-12-12 15:10:48,356][demucs.solver][INFO] - Train | Epoch 285 | 1/14 | 0.50 it/sec | Loss 0.2734 | Reco 0.2734 | Grad 0.0968
[2024-12-12 15:10:49,039][demucs.solver][INFO] - Train | Epoch 285 | 2/14 | 0.64 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 0.1163
[2024-12-12 15:10:50,567][demucs.solver][INFO] - Train | Epoch 285 | 3/14 | 0.64 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.1144
[2024-12-12 15:10:51,222][demucs.solver][INFO] - Train | Epoch 285 | 4/14 | 0.73 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.0978
[2024-12-12 15:10:51,867][demucs.solver][INFO] - Train | Epoch 285 | 5/14 | 0.80 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.1167
[2024-12-12 15:10:52,515][demucs.solver][INFO] - Train | Epoch 285 | 6/14 | 0.86 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.1142
[2024-12-12 15:10:53,160][demucs.solver][INFO] - Train | Epoch 285 | 7/14 | 0.91 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.1107
[2024-12-12 15:10:53,807][demucs.solver][INFO] - Train | Epoch 285 | 8/14 | 0.95 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.1164
[2024-12-12 15:10:54,449][demucs.solver][INFO] - Train | Epoch 285 | 9/14 | 0.99 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.1177
[2024-12-12 15:10:55,094][demucs.solver][INFO] - Train | Epoch 285 | 10/14 | 1.02 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.1191
[2024-12-12 15:10:55,736][demucs.solver][INFO] - Train | Epoch 285 | 11/14 | 1.05 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.1249
[2024-12-12 15:10:56,377][demucs.solver][INFO] - Train | Epoch 285 | 12/14 | 1.08 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.1264
[2024-12-12 15:10:59,655][demucs.solver][INFO] - Train | Epoch 285 | 13/14 | 0.91 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.1265
[2024-12-12 15:11:00,084][demucs.solver][INFO] - Train Summary | Epoch 285 | Loss=0.2521 | Reco=0.2521 | Grad=0.1265
[2024-12-12 15:11:00,085][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:11:00,085][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:11:02,596][demucs.solver][INFO] - Valid | Epoch 285 | 1/20 | 2.54 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.164
[2024-12-12 15:11:02,833][demucs.solver][INFO] - Valid | Epoch 285 | 2/20 | 2.93 it/sec | Loss 0.4523 | Reco 0.4523 | Nsdr 1.104
[2024-12-12 15:11:03,039][demucs.solver][INFO] - Valid | Epoch 285 | 3/20 | 3.25 it/sec | Loss 0.4983 | Reco 0.4983 | Nsdr 1.137
[2024-12-12 15:11:03,269][demucs.solver][INFO] - Valid | Epoch 285 | 4/20 | 3.42 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.159
[2024-12-12 15:11:03,489][demucs.solver][INFO] - Valid | Epoch 285 | 5/20 | 3.57 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.148
[2024-12-12 15:11:03,711][demucs.solver][INFO] - Valid | Epoch 285 | 6/20 | 3.68 it/sec | Loss 0.5215 | Reco 0.5215 | Nsdr 1.153
[2024-12-12 15:11:03,907][demucs.solver][INFO] - Valid | Epoch 285 | 7/20 | 3.81 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.162
[2024-12-12 15:11:04,129][demucs.solver][INFO] - Valid | Epoch 285 | 8/20 | 3.88 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.156
[2024-12-12 15:11:04,332][demucs.solver][INFO] - Valid | Epoch 285 | 9/20 | 3.96 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.161
[2024-12-12 15:11:04,560][demucs.solver][INFO] - Valid | Epoch 285 | 10/20 | 4.00 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.150
[2024-12-12 15:11:04,758][demucs.solver][INFO] - Valid | Epoch 285 | 11/20 | 4.07 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.145
[2024-12-12 15:11:04,980][demucs.solver][INFO] - Valid | Epoch 285 | 12/20 | 4.10 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.126
[2024-12-12 15:11:05,177][demucs.solver][INFO] - Valid | Epoch 285 | 13/20 | 4.15 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.127
[2024-12-12 15:11:05,371][demucs.solver][INFO] - Valid | Epoch 285 | 14/20 | 4.21 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.129
[2024-12-12 15:11:05,547][demucs.solver][INFO] - Valid | Epoch 285 | 15/20 | 4.28 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.134
[2024-12-12 15:11:05,722][demucs.solver][INFO] - Valid | Epoch 285 | 16/20 | 4.34 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.137
[2024-12-12 15:11:05,897][demucs.solver][INFO] - Valid | Epoch 285 | 17/20 | 4.40 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.141
[2024-12-12 15:11:06,114][demucs.solver][INFO] - Valid | Epoch 285 | 18/20 | 4.41 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.129
[2024-12-12 15:11:06,332][demucs.solver][INFO] - Valid | Epoch 285 | 19/20 | 4.42 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.136
[2024-12-12 15:11:06,753][demucs.solver][INFO] - Valid Summary | Epoch 285 | Loss=0.5472 | Reco=0.5472 | Nsdr=1.136 | Best=0.5434 | Bname=main
[2024-12-12 15:11:08,098][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:11:08,098][demucs.solver][INFO] - Training...
[2024-12-12 15:11:17,306][demucs.solver][INFO] - Train | Epoch 286 | 1/14 | 0.27 it/sec | Loss 0.2865 | Reco 0.2865 | Grad 0.0814
[2024-12-12 15:11:18,720][demucs.solver][INFO] - Train | Epoch 286 | 2/14 | 0.34 it/sec | Loss 0.2730 | Reco 0.2730 | Grad 0.0829
[2024-12-12 15:11:19,369][demucs.solver][INFO] - Train | Epoch 286 | 3/14 | 0.42 it/sec | Loss 0.2727 | Reco 0.2727 | Grad 0.0847
[2024-12-12 15:11:20,015][demucs.solver][INFO] - Train | Epoch 286 | 4/14 | 0.49 it/sec | Loss 0.2722 | Reco 0.2722 | Grad 0.0799
[2024-12-12 15:11:20,660][demucs.solver][INFO] - Train | Epoch 286 | 5/14 | 0.56 it/sec | Loss 0.2716 | Reco 0.2716 | Grad 0.0835
[2024-12-12 15:11:21,302][demucs.solver][INFO] - Train | Epoch 286 | 6/14 | 0.61 it/sec | Loss 0.2652 | Reco 0.2652 | Grad 0.0951
[2024-12-12 15:11:21,952][demucs.solver][INFO] - Train | Epoch 286 | 7/14 | 0.66 it/sec | Loss 0.2672 | Reco 0.2672 | Grad 0.1179
[2024-12-12 15:11:22,595][demucs.solver][INFO] - Train | Epoch 286 | 8/14 | 0.71 it/sec | Loss 0.2665 | Reco 0.2665 | Grad 0.1160
[2024-12-12 15:11:23,239][demucs.solver][INFO] - Train | Epoch 286 | 9/14 | 0.75 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 0.1176
[2024-12-12 15:11:23,883][demucs.solver][INFO] - Train | Epoch 286 | 10/14 | 0.78 it/sec | Loss 0.2641 | Reco 0.2641 | Grad 0.1261
[2024-12-12 15:11:24,523][demucs.solver][INFO] - Train | Epoch 286 | 11/14 | 0.82 it/sec | Loss 0.2642 | Reco 0.2642 | Grad 0.1303
[2024-12-12 15:11:25,157][demucs.solver][INFO] - Train | Epoch 286 | 12/14 | 0.85 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.1292
[2024-12-12 15:11:25,792][demucs.solver][INFO] - Train | Epoch 286 | 13/14 | 0.88 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.1447
[2024-12-12 15:11:26,193][demucs.solver][INFO] - Train Summary | Epoch 286 | Loss=0.2571 | Reco=0.2571 | Grad=0.1447
[2024-12-12 15:11:26,193][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:11:26,193][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:11:28,729][demucs.solver][INFO] - Valid | Epoch 286 | 1/20 | 1.92 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.201
[2024-12-12 15:11:29,253][demucs.solver][INFO] - Valid | Epoch 286 | 2/20 | 1.91 it/sec | Loss 0.4498 | Reco 0.4498 | Nsdr 1.138
[2024-12-12 15:11:29,884][demucs.solver][INFO] - Valid | Epoch 286 | 3/20 | 1.82 it/sec | Loss 0.4957 | Reco 0.4957 | Nsdr 1.173
[2024-12-12 15:11:30,540][demucs.solver][INFO] - Valid | Epoch 286 | 4/20 | 1.75 it/sec | Loss 0.5135 | Reco 0.5135 | Nsdr 1.197
[2024-12-12 15:11:31,419][demucs.solver][INFO] - Valid | Epoch 286 | 5/20 | 1.61 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.187
[2024-12-12 15:11:32,224][demucs.solver][INFO] - Valid | Epoch 286 | 6/20 | 1.54 it/sec | Loss 0.5183 | Reco 0.5183 | Nsdr 1.191
[2024-12-12 15:11:32,936][demucs.solver][INFO] - Valid | Epoch 286 | 7/20 | 1.52 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.200
[2024-12-12 15:11:33,733][demucs.solver][INFO] - Valid | Epoch 286 | 8/20 | 1.49 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.197
[2024-12-12 15:11:34,292][demucs.solver][INFO] - Valid | Epoch 286 | 9/20 | 1.51 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.202
[2024-12-12 15:11:34,628][demucs.solver][INFO] - Valid | Epoch 286 | 10/20 | 1.58 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.189
[2024-12-12 15:11:35,014][demucs.solver][INFO] - Valid | Epoch 286 | 11/20 | 1.64 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.183
[2024-12-12 15:11:35,342][demucs.solver][INFO] - Valid | Epoch 286 | 12/20 | 1.70 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.164
[2024-12-12 15:11:35,774][demucs.solver][INFO] - Valid | Epoch 286 | 13/20 | 1.73 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.164
[2024-12-12 15:11:36,068][demucs.solver][INFO] - Valid | Epoch 286 | 14/20 | 1.79 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.167
[2024-12-12 15:11:36,489][demucs.solver][INFO] - Valid | Epoch 286 | 15/20 | 1.82 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.171
[2024-12-12 15:11:36,764][demucs.solver][INFO] - Valid | Epoch 286 | 16/20 | 1.87 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.174
[2024-12-12 15:11:37,190][demucs.solver][INFO] - Valid | Epoch 286 | 17/20 | 1.89 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.179
[2024-12-12 15:11:37,498][demucs.solver][INFO] - Valid | Epoch 286 | 18/20 | 1.94 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.166
[2024-12-12 15:11:37,718][demucs.solver][INFO] - Valid | Epoch 286 | 19/20 | 1.99 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.174
[2024-12-12 15:11:38,159][demucs.solver][INFO] - Valid Summary | Epoch 286 | Loss=0.5442 | Reco=0.5442 | Nsdr=1.174 | Best=0.5434 | Bname=main
[2024-12-12 15:11:39,577][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:11:39,578][demucs.solver][INFO] - Training...
[2024-12-12 15:11:47,558][demucs.solver][INFO] - Train | Epoch 287 | 1/14 | 0.31 it/sec | Loss 0.2861 | Reco 0.2861 | Grad 0.1205
[2024-12-12 15:11:48,211][demucs.solver][INFO] - Train | Epoch 287 | 2/14 | 0.42 it/sec | Loss 0.2705 | Reco 0.2705 | Grad 0.1520
[2024-12-12 15:11:48,858][demucs.solver][INFO] - Train | Epoch 287 | 3/14 | 0.52 it/sec | Loss 0.2679 | Reco 0.2679 | Grad 0.1747
[2024-12-12 15:11:49,503][demucs.solver][INFO] - Train | Epoch 287 | 4/14 | 0.60 it/sec | Loss 0.2702 | Reco 0.2702 | Grad 0.1767
[2024-12-12 15:11:50,148][demucs.solver][INFO] - Train | Epoch 287 | 5/14 | 0.67 it/sec | Loss 0.2649 | Reco 0.2649 | Grad 0.2077
[2024-12-12 15:11:50,789][demucs.solver][INFO] - Train | Epoch 287 | 6/14 | 0.73 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.2078
[2024-12-12 15:11:51,430][demucs.solver][INFO] - Train | Epoch 287 | 7/14 | 0.78 it/sec | Loss 0.2623 | Reco 0.2623 | Grad 0.2045
[2024-12-12 15:11:52,065][demucs.solver][INFO] - Train | Epoch 287 | 8/14 | 0.82 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.1890
[2024-12-12 15:11:52,705][demucs.solver][INFO] - Train | Epoch 287 | 9/14 | 0.86 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.1817
[2024-12-12 15:11:53,345][demucs.solver][INFO] - Train | Epoch 287 | 10/14 | 0.90 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.1903
[2024-12-12 15:11:53,978][demucs.solver][INFO] - Train | Epoch 287 | 11/14 | 0.93 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 0.1928
[2024-12-12 15:11:54,610][demucs.solver][INFO] - Train | Epoch 287 | 12/14 | 0.96 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.1976
[2024-12-12 15:11:55,250][demucs.solver][INFO] - Train | Epoch 287 | 13/14 | 0.99 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 0.2209
[2024-12-12 15:11:55,577][demucs.solver][INFO] - Train Summary | Epoch 287 | Loss=0.2601 | Reco=0.2601 | Grad=0.2209
[2024-12-12 15:11:55,578][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:11:55,578][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:11:57,872][demucs.solver][INFO] - Valid | Epoch 287 | 1/20 | 2.59 it/sec | Loss 0.5856 | Reco 0.5856 | Nsdr 1.113
[2024-12-12 15:11:58,098][demucs.solver][INFO] - Valid | Epoch 287 | 2/20 | 3.00 it/sec | Loss 0.4554 | Reco 0.4554 | Nsdr 1.063
[2024-12-12 15:11:58,319][demucs.solver][INFO] - Valid | Epoch 287 | 3/20 | 3.28 it/sec | Loss 0.5017 | Reco 0.5017 | Nsdr 1.095
[2024-12-12 15:11:58,475][demucs.solver][INFO] - Valid | Epoch 287 | 4/20 | 3.63 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.109
[2024-12-12 15:11:58,677][demucs.solver][INFO] - Valid | Epoch 287 | 5/20 | 3.80 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.084
[2024-12-12 15:11:58,888][demucs.solver][INFO] - Valid | Epoch 287 | 6/20 | 3.91 it/sec | Loss 0.5266 | Reco 0.5266 | Nsdr 1.092
[2024-12-12 15:11:59,088][demucs.solver][INFO] - Valid | Epoch 287 | 7/20 | 4.02 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.099
[2024-12-12 15:11:59,293][demucs.solver][INFO] - Valid | Epoch 287 | 8/20 | 4.10 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.087
[2024-12-12 15:11:59,490][demucs.solver][INFO] - Valid | Epoch 287 | 9/20 | 4.18 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.089
[2024-12-12 15:11:59,709][demucs.solver][INFO] - Valid | Epoch 287 | 10/20 | 4.21 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.082
[2024-12-12 15:11:59,931][demucs.solver][INFO] - Valid | Epoch 287 | 11/20 | 4.24 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.079
[2024-12-12 15:12:00,109][demucs.solver][INFO] - Valid | Epoch 287 | 12/20 | 4.32 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.063
[2024-12-12 15:12:00,312][demucs.solver][INFO] - Valid | Epoch 287 | 13/20 | 4.36 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.064
[2024-12-12 15:12:00,509][demucs.solver][INFO] - Valid | Epoch 287 | 14/20 | 4.40 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.067
[2024-12-12 15:12:00,726][demucs.solver][INFO] - Valid | Epoch 287 | 15/20 | 4.41 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.070
[2024-12-12 15:12:00,905][demucs.solver][INFO] - Valid | Epoch 287 | 16/20 | 4.47 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.074
[2024-12-12 15:12:01,103][demucs.solver][INFO] - Valid | Epoch 287 | 17/20 | 4.49 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.081
[2024-12-12 15:12:01,300][demucs.solver][INFO] - Valid | Epoch 287 | 18/20 | 4.52 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.070
[2024-12-12 15:12:01,475][demucs.solver][INFO] - Valid | Epoch 287 | 19/20 | 4.57 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.076
[2024-12-12 15:12:01,871][demucs.solver][INFO] - Valid Summary | Epoch 287 | Loss=0.5523 | Reco=0.5523 | Nsdr=1.076 | Best=0.5434 | Bname=main
[2024-12-12 15:12:03,156][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:12:03,157][demucs.solver][INFO] - Training...
[2024-12-12 15:12:10,740][demucs.solver][INFO] - Train | Epoch 288 | 1/14 | 0.33 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.1094
[2024-12-12 15:12:11,387][demucs.solver][INFO] - Train | Epoch 288 | 2/14 | 0.45 it/sec | Loss 0.2672 | Reco 0.2672 | Grad 0.1591
[2024-12-12 15:12:12,042][demucs.solver][INFO] - Train | Epoch 288 | 3/14 | 0.55 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 0.1749
[2024-12-12 15:12:12,693][demucs.solver][INFO] - Train | Epoch 288 | 4/14 | 0.63 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.1589
[2024-12-12 15:12:13,341][demucs.solver][INFO] - Train | Epoch 288 | 5/14 | 0.70 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.1641
[2024-12-12 15:12:13,995][demucs.solver][INFO] - Train | Epoch 288 | 6/14 | 0.75 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.1628
[2024-12-12 15:12:14,643][demucs.solver][INFO] - Train | Epoch 288 | 7/14 | 0.81 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.1554
[2024-12-12 15:12:15,279][demucs.solver][INFO] - Train | Epoch 288 | 8/14 | 0.85 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.1533
[2024-12-12 15:12:15,921][demucs.solver][INFO] - Train | Epoch 288 | 9/14 | 0.89 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.1437
[2024-12-12 15:12:16,563][demucs.solver][INFO] - Train | Epoch 288 | 10/14 | 0.93 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.1430
[2024-12-12 15:12:17,200][demucs.solver][INFO] - Train | Epoch 288 | 11/14 | 0.96 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.1437
[2024-12-12 15:12:17,833][demucs.solver][INFO] - Train | Epoch 288 | 12/14 | 0.99 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1411
[2024-12-12 15:12:18,468][demucs.solver][INFO] - Train | Epoch 288 | 13/14 | 1.02 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.1378
[2024-12-12 15:12:18,818][demucs.solver][INFO] - Train Summary | Epoch 288 | Loss=0.2516 | Reco=0.2516 | Grad=0.1378
[2024-12-12 15:12:18,818][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:12:18,818][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:12:21,729][demucs.solver][INFO] - Valid | Epoch 288 | 1/20 | 1.52 it/sec | Loss 0.5818 | Reco 0.5818 | Nsdr 1.151
[2024-12-12 15:12:22,175][demucs.solver][INFO] - Valid | Epoch 288 | 2/20 | 1.70 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.085
[2024-12-12 15:12:22,391][demucs.solver][INFO] - Valid | Epoch 288 | 3/20 | 2.02 it/sec | Loss 0.4987 | Reco 0.4987 | Nsdr 1.123
[2024-12-12 15:12:22,602][demucs.solver][INFO] - Valid | Epoch 288 | 4/20 | 2.28 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.147
[2024-12-12 15:12:22,822][demucs.solver][INFO] - Valid | Epoch 288 | 5/20 | 2.49 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.140
[2024-12-12 15:12:22,999][demucs.solver][INFO] - Valid | Epoch 288 | 6/20 | 2.71 it/sec | Loss 0.5215 | Reco 0.5215 | Nsdr 1.146
[2024-12-12 15:12:23,173][demucs.solver][INFO] - Valid | Epoch 288 | 7/20 | 2.90 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.155
[2024-12-12 15:12:23,355][demucs.solver][INFO] - Valid | Epoch 288 | 8/20 | 3.06 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.152
[2024-12-12 15:12:23,552][demucs.solver][INFO] - Valid | Epoch 288 | 9/20 | 3.18 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.158
[2024-12-12 15:12:23,755][demucs.solver][INFO] - Valid | Epoch 288 | 10/20 | 3.29 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.146
[2024-12-12 15:12:23,931][demucs.solver][INFO] - Valid | Epoch 288 | 11/20 | 3.41 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.140
[2024-12-12 15:12:24,153][demucs.solver][INFO] - Valid | Epoch 288 | 12/20 | 3.48 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.121
[2024-12-12 15:12:24,351][demucs.solver][INFO] - Valid | Epoch 288 | 13/20 | 3.55 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.121
[2024-12-12 15:12:24,546][demucs.solver][INFO] - Valid | Epoch 288 | 14/20 | 3.63 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.124
[2024-12-12 15:12:24,765][demucs.solver][INFO] - Valid | Epoch 288 | 15/20 | 3.68 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.129
[2024-12-12 15:12:24,962][demucs.solver][INFO] - Valid | Epoch 288 | 16/20 | 3.74 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.132
[2024-12-12 15:12:25,177][demucs.solver][INFO] - Valid | Epoch 288 | 17/20 | 3.78 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.136
[2024-12-12 15:12:25,374][demucs.solver][INFO] - Valid | Epoch 288 | 18/20 | 3.83 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.122
[2024-12-12 15:12:25,601][demucs.solver][INFO] - Valid | Epoch 288 | 19/20 | 3.85 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.129
[2024-12-12 15:12:25,977][demucs.solver][INFO] - Valid Summary | Epoch 288 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.129 | Best=0.5434 | Bname=main
[2024-12-12 15:12:27,316][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:12:27,317][demucs.solver][INFO] - Training...
[2024-12-12 15:12:34,606][demucs.solver][INFO] - Train | Epoch 289 | 1/14 | 0.36 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.1394
[2024-12-12 15:12:35,281][demucs.solver][INFO] - Train | Epoch 289 | 2/14 | 0.48 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.1379
[2024-12-12 15:12:35,990][demucs.solver][INFO] - Train | Epoch 289 | 3/14 | 0.57 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.1654
[2024-12-12 15:12:36,636][demucs.solver][INFO] - Train | Epoch 289 | 4/14 | 0.65 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.1502
[2024-12-12 15:12:37,287][demucs.solver][INFO] - Train | Epoch 289 | 5/14 | 0.72 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.1405
[2024-12-12 15:12:37,935][demucs.solver][INFO] - Train | Epoch 289 | 6/14 | 0.78 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.1389
[2024-12-12 15:12:38,580][demucs.solver][INFO] - Train | Epoch 289 | 7/14 | 0.83 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.1353
[2024-12-12 15:12:39,218][demucs.solver][INFO] - Train | Epoch 289 | 8/14 | 0.88 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.1242
[2024-12-12 15:12:39,859][demucs.solver][INFO] - Train | Epoch 289 | 9/14 | 0.92 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.1278
[2024-12-12 15:12:40,492][demucs.solver][INFO] - Train | Epoch 289 | 10/14 | 0.96 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.1229
[2024-12-12 15:12:41,127][demucs.solver][INFO] - Train | Epoch 289 | 11/14 | 0.99 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.1216
[2024-12-12 15:12:41,759][demucs.solver][INFO] - Train | Epoch 289 | 12/14 | 1.02 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.1170
[2024-12-12 15:12:42,399][demucs.solver][INFO] - Train | Epoch 289 | 13/14 | 1.04 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.1124
[2024-12-12 15:12:42,781][demucs.solver][INFO] - Train Summary | Epoch 289 | Loss=0.2464 | Reco=0.2464 | Grad=0.1124
[2024-12-12 15:12:42,782][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:12:42,782][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:12:45,289][demucs.solver][INFO] - Valid | Epoch 289 | 1/20 | 2.50 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.157
[2024-12-12 15:12:45,530][demucs.solver][INFO] - Valid | Epoch 289 | 2/20 | 2.88 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.088
[2024-12-12 15:12:45,754][demucs.solver][INFO] - Valid | Epoch 289 | 3/20 | 3.16 it/sec | Loss 0.4987 | Reco 0.4987 | Nsdr 1.125
[2024-12-12 15:12:45,953][demucs.solver][INFO] - Valid | Epoch 289 | 4/20 | 3.42 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.150
[2024-12-12 15:12:46,151][demucs.solver][INFO] - Valid | Epoch 289 | 5/20 | 3.61 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.143
[2024-12-12 15:12:46,355][demucs.solver][INFO] - Valid | Epoch 289 | 6/20 | 3.75 it/sec | Loss 0.5214 | Reco 0.5214 | Nsdr 1.148
[2024-12-12 15:12:46,551][demucs.solver][INFO] - Valid | Epoch 289 | 7/20 | 3.88 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.157
[2024-12-12 15:12:46,726][demucs.solver][INFO] - Valid | Epoch 289 | 8/20 | 4.02 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.155
[2024-12-12 15:12:46,923][demucs.solver][INFO] - Valid | Epoch 289 | 9/20 | 4.11 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.160
[2024-12-12 15:12:47,097][demucs.solver][INFO] - Valid | Epoch 289 | 10/20 | 4.22 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.147
[2024-12-12 15:12:47,274][demucs.solver][INFO] - Valid | Epoch 289 | 11/20 | 4.31 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.141
[2024-12-12 15:12:47,473][demucs.solver][INFO] - Valid | Epoch 289 | 12/20 | 4.36 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.123
[2024-12-12 15:12:47,641][demucs.solver][INFO] - Valid | Epoch 289 | 13/20 | 4.44 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.124
[2024-12-12 15:12:47,843][demucs.solver][INFO] - Valid | Epoch 289 | 14/20 | 4.47 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.127
[2024-12-12 15:12:48,049][demucs.solver][INFO] - Valid | Epoch 289 | 15/20 | 4.49 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.131
[2024-12-12 15:12:48,272][demucs.solver][INFO] - Valid | Epoch 289 | 16/20 | 4.49 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.135
[2024-12-12 15:12:48,467][demucs.solver][INFO] - Valid | Epoch 289 | 17/20 | 4.52 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.139
[2024-12-12 15:12:48,665][demucs.solver][INFO] - Valid | Epoch 289 | 18/20 | 4.55 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.125
[2024-12-12 15:12:48,842][demucs.solver][INFO] - Valid | Epoch 289 | 19/20 | 4.59 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.133
[2024-12-12 15:12:49,329][demucs.solver][INFO] - Valid Summary | Epoch 289 | Loss=0.5469 | Reco=0.5469 | Nsdr=1.133 | Best=0.5434 | Bname=main
[2024-12-12 15:12:50,765][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:12:50,766][demucs.solver][INFO] - Training...
[2024-12-12 15:12:58,503][demucs.solver][INFO] - Train | Epoch 290 | 1/14 | 0.33 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.2421
[2024-12-12 15:12:59,163][demucs.solver][INFO] - Train | Epoch 290 | 2/14 | 0.45 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 0.2089
[2024-12-12 15:12:59,816][demucs.solver][INFO] - Train | Epoch 290 | 3/14 | 0.54 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.2102
[2024-12-12 15:13:00,461][demucs.solver][INFO] - Train | Epoch 290 | 4/14 | 0.62 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.2120
[2024-12-12 15:13:01,103][demucs.solver][INFO] - Train | Epoch 290 | 5/14 | 0.69 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.1911
[2024-12-12 15:13:01,755][demucs.solver][INFO] - Train | Epoch 290 | 6/14 | 0.75 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.1748
[2024-12-12 15:13:02,387][demucs.solver][INFO] - Train | Epoch 290 | 7/14 | 0.81 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.1714
[2024-12-12 15:13:03,019][demucs.solver][INFO] - Train | Epoch 290 | 8/14 | 0.85 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.1750
[2024-12-12 15:13:03,654][demucs.solver][INFO] - Train | Epoch 290 | 9/14 | 0.89 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.1733
[2024-12-12 15:13:04,291][demucs.solver][INFO] - Train | Epoch 290 | 10/14 | 0.93 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.1643
[2024-12-12 15:13:04,926][demucs.solver][INFO] - Train | Epoch 290 | 11/14 | 0.96 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.1578
[2024-12-12 15:13:05,562][demucs.solver][INFO] - Train | Epoch 290 | 12/14 | 0.99 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.1802
[2024-12-12 15:13:06,203][demucs.solver][INFO] - Train | Epoch 290 | 13/14 | 1.02 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.1829
[2024-12-12 15:13:06,532][demucs.solver][INFO] - Train Summary | Epoch 290 | Loss=0.2532 | Reco=0.2532 | Grad=0.1829
[2024-12-12 15:13:06,532][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:13:06,532][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:13:09,304][demucs.solver][INFO] - Valid | Epoch 290 | 1/20 | 1.91 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.153
[2024-12-12 15:13:09,530][demucs.solver][INFO] - Valid | Epoch 290 | 2/20 | 2.36 it/sec | Loss 0.4532 | Reco 0.4532 | Nsdr 1.085
[2024-12-12 15:13:09,739][demucs.solver][INFO] - Valid | Epoch 290 | 3/20 | 2.70 it/sec | Loss 0.4993 | Reco 0.4993 | Nsdr 1.118
[2024-12-12 15:13:09,964][demucs.solver][INFO] - Valid | Epoch 290 | 4/20 | 2.93 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.140
[2024-12-12 15:13:10,189][demucs.solver][INFO] - Valid | Epoch 290 | 5/20 | 3.10 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.128
[2024-12-12 15:13:10,390][demucs.solver][INFO] - Valid | Epoch 290 | 6/20 | 3.28 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.134
[2024-12-12 15:13:10,610][demucs.solver][INFO] - Valid | Epoch 290 | 7/20 | 3.40 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.142
[2024-12-12 15:13:10,808][demucs.solver][INFO] - Valid | Epoch 290 | 8/20 | 3.53 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.138
[2024-12-12 15:13:11,015][demucs.solver][INFO] - Valid | Epoch 290 | 9/20 | 3.63 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.142
[2024-12-12 15:13:11,212][demucs.solver][INFO] - Valid | Epoch 290 | 10/20 | 3.72 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.132
[2024-12-12 15:13:11,414][demucs.solver][INFO] - Valid | Epoch 290 | 11/20 | 3.80 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.127
[2024-12-12 15:13:11,609][demucs.solver][INFO] - Valid | Epoch 290 | 12/20 | 3.88 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.109
[2024-12-12 15:13:11,812][demucs.solver][INFO] - Valid | Epoch 290 | 13/20 | 3.94 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.110
[2024-12-12 15:13:12,033][demucs.solver][INFO] - Valid | Epoch 290 | 14/20 | 3.97 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.112
[2024-12-12 15:13:12,209][demucs.solver][INFO] - Valid | Epoch 290 | 15/20 | 4.05 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.116
[2024-12-12 15:13:12,426][demucs.solver][INFO] - Valid | Epoch 290 | 16/20 | 4.08 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.120
[2024-12-12 15:13:12,601][demucs.solver][INFO] - Valid | Epoch 290 | 17/20 | 4.14 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.125
[2024-12-12 15:13:12,777][demucs.solver][INFO] - Valid | Epoch 290 | 18/20 | 4.20 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.111
[2024-12-12 15:13:12,972][demucs.solver][INFO] - Valid | Epoch 290 | 19/20 | 4.24 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.118
[2024-12-12 15:13:13,396][demucs.solver][INFO] - Valid Summary | Epoch 290 | Loss=0.5482 | Reco=0.5482 | Nsdr=1.118 | Best=0.5434 | Bname=main
[2024-12-12 15:13:14,787][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:13:14,788][demucs.solver][INFO] - Training...
[2024-12-12 15:13:22,842][demucs.solver][INFO] - Train | Epoch 291 | 1/14 | 0.30 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.1816
[2024-12-12 15:13:23,505][demucs.solver][INFO] - Train | Epoch 291 | 2/14 | 0.42 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.2350
[2024-12-12 15:13:24,380][demucs.solver][INFO] - Train | Epoch 291 | 3/14 | 0.49 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.1991
[2024-12-12 15:13:25,034][demucs.solver][INFO] - Train | Epoch 291 | 4/14 | 0.57 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.2017
[2024-12-12 15:13:25,685][demucs.solver][INFO] - Train | Epoch 291 | 5/14 | 0.64 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.1915
[2024-12-12 15:13:26,336][demucs.solver][INFO] - Train | Epoch 291 | 6/14 | 0.70 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.1859
[2024-12-12 15:13:26,979][demucs.solver][INFO] - Train | Epoch 291 | 7/14 | 0.75 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.1744
[2024-12-12 15:13:27,618][demucs.solver][INFO] - Train | Epoch 291 | 8/14 | 0.79 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.1973
[2024-12-12 15:13:28,261][demucs.solver][INFO] - Train | Epoch 291 | 9/14 | 0.83 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.2081
[2024-12-12 15:13:28,903][demucs.solver][INFO] - Train | Epoch 291 | 10/14 | 0.87 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.1958
[2024-12-12 15:13:29,538][demucs.solver][INFO] - Train | Epoch 291 | 11/14 | 0.91 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.2071
[2024-12-12 15:13:30,174][demucs.solver][INFO] - Train | Epoch 291 | 12/14 | 0.94 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.2019
[2024-12-12 15:13:30,809][demucs.solver][INFO] - Train | Epoch 291 | 13/14 | 0.96 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.1947
[2024-12-12 15:13:31,157][demucs.solver][INFO] - Train Summary | Epoch 291 | Loss=0.2471 | Reco=0.2471 | Grad=0.1947
[2024-12-12 15:13:31,157][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:13:31,157][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:13:33,459][demucs.solver][INFO] - Valid | Epoch 291 | 1/20 | 2.57 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.200
[2024-12-12 15:13:33,702][demucs.solver][INFO] - Valid | Epoch 291 | 2/20 | 2.94 it/sec | Loss 0.4500 | Reco 0.4500 | Nsdr 1.129
[2024-12-12 15:13:33,903][demucs.solver][INFO] - Valid | Epoch 291 | 3/20 | 3.27 it/sec | Loss 0.4956 | Reco 0.4956 | Nsdr 1.168
[2024-12-12 15:13:34,086][demucs.solver][INFO] - Valid | Epoch 291 | 4/20 | 3.56 it/sec | Loss 0.5132 | Reco 0.5132 | Nsdr 1.195
[2024-12-12 15:13:34,322][demucs.solver][INFO] - Valid | Epoch 291 | 5/20 | 3.66 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.189
[2024-12-12 15:13:34,532][demucs.solver][INFO] - Valid | Epoch 291 | 6/20 | 3.78 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.193
[2024-12-12 15:13:34,708][demucs.solver][INFO] - Valid | Epoch 291 | 7/20 | 3.95 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.205
[2024-12-12 15:13:34,928][demucs.solver][INFO] - Valid | Epoch 291 | 8/20 | 4.00 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.202
[2024-12-12 15:13:35,151][demucs.solver][INFO] - Valid | Epoch 291 | 9/20 | 4.05 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.209
[2024-12-12 15:13:35,354][demucs.solver][INFO] - Valid | Epoch 291 | 10/20 | 4.12 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.195
[2024-12-12 15:13:35,528][demucs.solver][INFO] - Valid | Epoch 291 | 11/20 | 4.21 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.189
[2024-12-12 15:13:35,709][demucs.solver][INFO] - Valid | Epoch 291 | 12/20 | 4.29 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.169
[2024-12-12 15:13:35,864][demucs.solver][INFO] - Valid | Epoch 291 | 13/20 | 4.40 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.170
[2024-12-12 15:13:36,061][demucs.solver][INFO] - Valid | Epoch 291 | 14/20 | 4.44 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.173
[2024-12-12 15:13:36,239][demucs.solver][INFO] - Valid | Epoch 291 | 15/20 | 4.50 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.178
[2024-12-12 15:13:36,457][demucs.solver][INFO] - Valid | Epoch 291 | 16/20 | 4.50 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.181
[2024-12-12 15:13:36,655][demucs.solver][INFO] - Valid | Epoch 291 | 17/20 | 4.53 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.184
[2024-12-12 15:13:36,873][demucs.solver][INFO] - Valid | Epoch 291 | 18/20 | 4.53 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.169
[2024-12-12 15:13:37,099][demucs.solver][INFO] - Valid | Epoch 291 | 19/20 | 4.53 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.177
[2024-12-12 15:13:37,514][demucs.solver][INFO] - Valid Summary | Epoch 291 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.177 | Best=0.5434 | Bname=main
[2024-12-12 15:13:38,995][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:13:38,995][demucs.solver][INFO] - Training...
[2024-12-12 15:13:51,059][demucs.solver][INFO] - Train | Epoch 292 | 1/14 | 0.19 it/sec | Loss 0.2239 | Reco 0.2239 | Grad 0.1001
[2024-12-12 15:13:51,704][demucs.solver][INFO] - Train | Epoch 292 | 2/14 | 0.27 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.1041
[2024-12-12 15:13:52,346][demucs.solver][INFO] - Train | Epoch 292 | 3/14 | 0.34 it/sec | Loss 0.2314 | Reco 0.2314 | Grad 0.1026
[2024-12-12 15:13:52,982][demucs.solver][INFO] - Train | Epoch 292 | 4/14 | 0.40 it/sec | Loss 0.2298 | Reco 0.2298 | Grad 0.0948
[2024-12-12 15:13:53,612][demucs.solver][INFO] - Train | Epoch 292 | 5/14 | 0.46 it/sec | Loss 0.2230 | Reco 0.2230 | Grad 0.0977
[2024-12-12 15:13:54,242][demucs.solver][INFO] - Train | Epoch 292 | 6/14 | 0.51 it/sec | Loss 0.2296 | Reco 0.2296 | Grad 0.0962
[2024-12-12 15:13:54,873][demucs.solver][INFO] - Train | Epoch 292 | 7/14 | 0.56 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 0.1196
[2024-12-12 15:13:55,504][demucs.solver][INFO] - Train | Epoch 292 | 8/14 | 0.60 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.1287
[2024-12-12 15:13:56,133][demucs.solver][INFO] - Train | Epoch 292 | 9/14 | 0.64 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 0.1284
[2024-12-12 15:13:56,763][demucs.solver][INFO] - Train | Epoch 292 | 10/14 | 0.68 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 0.1425
[2024-12-12 15:13:57,400][demucs.solver][INFO] - Train | Epoch 292 | 11/14 | 0.71 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 0.1502
[2024-12-12 15:13:58,031][demucs.solver][INFO] - Train | Epoch 292 | 12/14 | 0.74 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.1660
[2024-12-12 15:13:58,664][demucs.solver][INFO] - Train | Epoch 292 | 13/14 | 0.77 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.1642
[2024-12-12 15:13:58,973][demucs.solver][INFO] - Train Summary | Epoch 292 | Loss=0.2386 | Reco=0.2386 | Grad=0.1642
[2024-12-12 15:13:58,974][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:13:58,974][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:14:01,509][demucs.solver][INFO] - Valid | Epoch 292 | 1/20 | 2.06 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.212
[2024-12-12 15:14:01,968][demucs.solver][INFO] - Valid | Epoch 292 | 2/20 | 2.10 it/sec | Loss 0.4503 | Reco 0.4503 | Nsdr 1.137
[2024-12-12 15:14:02,270][demucs.solver][INFO] - Valid | Epoch 292 | 3/20 | 2.31 it/sec | Loss 0.4960 | Reco 0.4960 | Nsdr 1.179
[2024-12-12 15:14:02,734][demucs.solver][INFO] - Valid | Epoch 292 | 4/20 | 2.28 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.197
[2024-12-12 15:14:03,114][demucs.solver][INFO] - Valid | Epoch 292 | 5/20 | 2.33 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.180
[2024-12-12 15:14:03,468][demucs.solver][INFO] - Valid | Epoch 292 | 6/20 | 2.39 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.183
[2024-12-12 15:14:03,993][demucs.solver][INFO] - Valid | Epoch 292 | 7/20 | 2.32 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.193
[2024-12-12 15:14:04,281][demucs.solver][INFO] - Valid | Epoch 292 | 8/20 | 2.40 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.186
[2024-12-12 15:14:04,653][demucs.solver][INFO] - Valid | Epoch 292 | 9/20 | 2.43 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.188
[2024-12-12 15:14:05,032][demucs.solver][INFO] - Valid | Epoch 292 | 10/20 | 2.45 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.178
[2024-12-12 15:14:05,451][demucs.solver][INFO] - Valid | Epoch 292 | 11/20 | 2.44 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.173
[2024-12-12 15:14:05,939][demucs.solver][INFO] - Valid | Epoch 292 | 12/20 | 2.41 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.154
[2024-12-12 15:14:06,268][demucs.solver][INFO] - Valid | Epoch 292 | 13/20 | 2.44 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.154
[2024-12-12 15:14:06,630][demucs.solver][INFO] - Valid | Epoch 292 | 14/20 | 2.46 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.157
[2024-12-12 15:14:07,051][demucs.solver][INFO] - Valid | Epoch 292 | 15/20 | 2.46 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.160
[2024-12-12 15:14:07,286][demucs.solver][INFO] - Valid | Epoch 292 | 16/20 | 2.52 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.164
[2024-12-12 15:14:07,513][demucs.solver][INFO] - Valid | Epoch 292 | 17/20 | 2.58 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.174
[2024-12-12 15:14:07,838][demucs.solver][INFO] - Valid | Epoch 292 | 18/20 | 2.60 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.160
[2024-12-12 15:14:08,312][demucs.solver][INFO] - Valid | Epoch 292 | 19/20 | 2.57 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.167
[2024-12-12 15:14:08,723][demucs.solver][INFO] - Valid Summary | Epoch 292 | Loss=0.5451 | Reco=0.5451 | Nsdr=1.167 | Best=0.5434 | Bname=main
[2024-12-12 15:14:10,111][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:14:10,113][demucs.solver][INFO] - Training...
[2024-12-12 15:14:18,365][demucs.solver][INFO] - Train | Epoch 293 | 1/14 | 0.31 it/sec | Loss 0.2644 | Reco 0.2644 | Grad 0.1995
[2024-12-12 15:14:19,013][demucs.solver][INFO] - Train | Epoch 293 | 2/14 | 0.42 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.2318
[2024-12-12 15:14:19,658][demucs.solver][INFO] - Train | Epoch 293 | 3/14 | 0.52 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.1890
[2024-12-12 15:14:20,304][demucs.solver][INFO] - Train | Epoch 293 | 4/14 | 0.60 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.2134
[2024-12-12 15:14:20,949][demucs.solver][INFO] - Train | Epoch 293 | 5/14 | 0.66 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.1889
[2024-12-12 15:14:21,596][demucs.solver][INFO] - Train | Epoch 293 | 6/14 | 0.72 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.2080
[2024-12-12 15:14:22,243][demucs.solver][INFO] - Train | Epoch 293 | 7/14 | 0.77 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.2018
[2024-12-12 15:14:22,879][demucs.solver][INFO] - Train | Epoch 293 | 8/14 | 0.82 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.1920
[2024-12-12 15:14:23,518][demucs.solver][INFO] - Train | Epoch 293 | 9/14 | 0.86 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.2086
[2024-12-12 15:14:24,159][demucs.solver][INFO] - Train | Epoch 293 | 10/14 | 0.90 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.2000
[2024-12-12 15:14:24,795][demucs.solver][INFO] - Train | Epoch 293 | 11/14 | 0.93 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.2033
[2024-12-12 15:14:25,429][demucs.solver][INFO] - Train | Epoch 293 | 12/14 | 0.96 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.2134
[2024-12-12 15:14:26,060][demucs.solver][INFO] - Train | Epoch 293 | 13/14 | 0.99 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.2092
[2024-12-12 15:14:26,470][demucs.solver][INFO] - Train Summary | Epoch 293 | Loss=0.2434 | Reco=0.2434 | Grad=0.2092
[2024-12-12 15:14:26,471][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:14:26,471][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:14:30,114][demucs.solver][INFO] - Valid | Epoch 293 | 1/20 | 1.04 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.150
[2024-12-12 15:14:30,911][demucs.solver][INFO] - Valid | Epoch 293 | 2/20 | 1.10 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.091
[2024-12-12 15:14:31,351][demucs.solver][INFO] - Valid | Epoch 293 | 3/20 | 1.26 it/sec | Loss 0.4982 | Reco 0.4982 | Nsdr 1.118
[2024-12-12 15:14:31,634][demucs.solver][INFO] - Valid | Epoch 293 | 4/20 | 1.45 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.148
[2024-12-12 15:14:31,963][demucs.solver][INFO] - Valid | Epoch 293 | 5/20 | 1.59 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.141
[2024-12-12 15:14:32,178][demucs.solver][INFO] - Valid | Epoch 293 | 6/20 | 1.75 it/sec | Loss 0.5204 | Reco 0.5204 | Nsdr 1.150
[2024-12-12 15:14:32,382][demucs.solver][INFO] - Valid | Epoch 293 | 7/20 | 1.91 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.162
[2024-12-12 15:14:32,604][demucs.solver][INFO] - Valid | Epoch 293 | 8/20 | 2.04 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.159
[2024-12-12 15:14:32,811][demucs.solver][INFO] - Valid | Epoch 293 | 9/20 | 2.16 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.165
[2024-12-12 15:14:33,014][demucs.solver][INFO] - Valid | Epoch 293 | 10/20 | 2.28 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.150
[2024-12-12 15:14:33,215][demucs.solver][INFO] - Valid | Epoch 293 | 11/20 | 2.39 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.145
[2024-12-12 15:14:33,395][demucs.solver][INFO] - Valid | Epoch 293 | 12/20 | 2.50 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.128
[2024-12-12 15:14:33,549][demucs.solver][INFO] - Valid | Epoch 293 | 13/20 | 2.61 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.131
[2024-12-12 15:14:33,724][demucs.solver][INFO] - Valid | Epoch 293 | 14/20 | 2.71 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.135
[2024-12-12 15:14:33,925][demucs.solver][INFO] - Valid | Epoch 293 | 15/20 | 2.79 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.140
[2024-12-12 15:14:34,103][demucs.solver][INFO] - Valid | Epoch 293 | 16/20 | 2.87 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.144
[2024-12-12 15:14:34,320][demucs.solver][INFO] - Valid | Epoch 293 | 17/20 | 2.93 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.141
[2024-12-12 15:14:34,545][demucs.solver][INFO] - Valid | Epoch 293 | 18/20 | 2.99 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.128
[2024-12-12 15:14:34,741][demucs.solver][INFO] - Valid | Epoch 293 | 19/20 | 3.05 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.136
[2024-12-12 15:14:35,160][demucs.solver][INFO] - Valid Summary | Epoch 293 | Loss=0.5460 | Reco=0.5460 | Nsdr=1.136 | Best=0.5434 | Bname=main
[2024-12-12 15:14:36,557][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:14:36,558][demucs.solver][INFO] - Training...
[2024-12-12 15:14:44,462][demucs.solver][INFO] - Train | Epoch 294 | 1/14 | 0.31 it/sec | Loss 0.2715 | Reco 0.2715 | Grad 0.1963
[2024-12-12 15:14:45,254][demucs.solver][INFO] - Train | Epoch 294 | 2/14 | 0.42 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 0.1813
[2024-12-12 15:14:45,905][demucs.solver][INFO] - Train | Epoch 294 | 3/14 | 0.51 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.1460
[2024-12-12 15:14:46,545][demucs.solver][INFO] - Train | Epoch 294 | 4/14 | 0.59 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 0.1660
[2024-12-12 15:14:47,189][demucs.solver][INFO] - Train | Epoch 294 | 5/14 | 0.66 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.1539
[2024-12-12 15:14:47,833][demucs.solver][INFO] - Train | Epoch 294 | 6/14 | 0.72 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.1613
[2024-12-12 15:14:48,472][demucs.solver][INFO] - Train | Epoch 294 | 7/14 | 0.77 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.1961
[2024-12-12 15:14:49,106][demucs.solver][INFO] - Train | Epoch 294 | 8/14 | 0.82 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.2036
[2024-12-12 15:14:49,735][demucs.solver][INFO] - Train | Epoch 294 | 9/14 | 0.86 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.1882
[2024-12-12 15:14:50,367][demucs.solver][INFO] - Train | Epoch 294 | 10/14 | 0.90 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.1880
[2024-12-12 15:14:50,997][demucs.solver][INFO] - Train | Epoch 294 | 11/14 | 0.93 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.2024
[2024-12-12 15:14:51,627][demucs.solver][INFO] - Train | Epoch 294 | 12/14 | 0.96 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.2220
[2024-12-12 15:14:52,260][demucs.solver][INFO] - Train | Epoch 294 | 13/14 | 0.99 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.2148
[2024-12-12 15:14:52,604][demucs.solver][INFO] - Train Summary | Epoch 294 | Loss=0.2556 | Reco=0.2556 | Grad=0.2148
[2024-12-12 15:14:52,605][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:14:52,605][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:14:54,833][demucs.solver][INFO] - Valid | Epoch 294 | 1/20 | 2.91 it/sec | Loss 0.5855 | Reco 0.5855 | Nsdr 1.089
[2024-12-12 15:14:55,042][demucs.solver][INFO] - Valid | Epoch 294 | 2/20 | 3.35 it/sec | Loss 0.4556 | Reco 0.4556 | Nsdr 1.043
[2024-12-12 15:14:55,276][demucs.solver][INFO] - Valid | Epoch 294 | 3/20 | 3.54 it/sec | Loss 0.5025 | Reco 0.5025 | Nsdr 1.057
[2024-12-12 15:14:55,503][demucs.solver][INFO] - Valid | Epoch 294 | 4/20 | 3.69 it/sec | Loss 0.5212 | Reco 0.5212 | Nsdr 1.075
[2024-12-12 15:14:55,727][demucs.solver][INFO] - Valid | Epoch 294 | 5/20 | 3.80 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.060
[2024-12-12 15:14:55,929][demucs.solver][INFO] - Valid | Epoch 294 | 6/20 | 3.93 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.074
[2024-12-12 15:14:56,108][demucs.solver][INFO] - Valid | Epoch 294 | 7/20 | 4.08 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.079
[2024-12-12 15:14:56,285][demucs.solver][INFO] - Valid | Epoch 294 | 8/20 | 4.21 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.072
[2024-12-12 15:14:56,484][demucs.solver][INFO] - Valid | Epoch 294 | 9/20 | 4.28 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.074
[2024-12-12 15:14:56,682][demucs.solver][INFO] - Valid | Epoch 294 | 10/20 | 4.34 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.066
[2024-12-12 15:14:56,879][demucs.solver][INFO] - Valid | Epoch 294 | 11/20 | 4.39 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.064
[2024-12-12 15:14:57,077][demucs.solver][INFO] - Valid | Epoch 294 | 12/20 | 4.44 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.051
[2024-12-12 15:14:57,263][demucs.solver][INFO] - Valid | Epoch 294 | 13/20 | 4.49 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.056
[2024-12-12 15:14:57,458][demucs.solver][INFO] - Valid | Epoch 294 | 14/20 | 4.53 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.059
[2024-12-12 15:14:57,654][demucs.solver][INFO] - Valid | Epoch 294 | 15/20 | 4.56 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.062
[2024-12-12 15:14:57,853][demucs.solver][INFO] - Valid | Epoch 294 | 16/20 | 4.59 it/sec | Loss 0.5814 | Reco 0.5814 | Nsdr 1.069
[2024-12-12 15:14:58,066][demucs.solver][INFO] - Valid | Epoch 294 | 17/20 | 4.59 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.067
[2024-12-12 15:14:58,282][demucs.solver][INFO] - Valid | Epoch 294 | 18/20 | 4.59 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.056
[2024-12-12 15:14:58,501][demucs.solver][INFO] - Valid | Epoch 294 | 19/20 | 4.59 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.062
[2024-12-12 15:14:58,966][demucs.solver][INFO] - Valid Summary | Epoch 294 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.062 | Best=0.5434 | Bname=main
[2024-12-12 15:15:00,463][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:15:00,464][demucs.solver][INFO] - Training...
[2024-12-12 15:15:06,054][demucs.solver][INFO] - Train | Epoch 295 | 1/14 | 0.50 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.2072
[2024-12-12 15:15:06,952][demucs.solver][INFO] - Train | Epoch 295 | 2/14 | 0.61 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.2254
[2024-12-12 15:15:09,823][demucs.solver][INFO] - Train | Epoch 295 | 3/14 | 0.51 it/sec | Loss 0.2279 | Reco 0.2279 | Grad 0.2216
[2024-12-12 15:15:10,467][demucs.solver][INFO] - Train | Epoch 295 | 4/14 | 0.59 it/sec | Loss 0.2342 | Reco 0.2342 | Grad 0.2349
[2024-12-12 15:15:11,125][demucs.solver][INFO] - Train | Epoch 295 | 5/14 | 0.66 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 0.2261
[2024-12-12 15:15:11,800][demucs.solver][INFO] - Train | Epoch 295 | 6/14 | 0.72 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.2142
[2024-12-12 15:15:12,475][demucs.solver][INFO] - Train | Epoch 295 | 7/14 | 0.77 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.2280
[2024-12-12 15:15:13,632][demucs.solver][INFO] - Train | Epoch 295 | 8/14 | 0.78 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.2120
[2024-12-12 15:15:14,451][demucs.solver][INFO] - Train | Epoch 295 | 9/14 | 0.81 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.2237
[2024-12-12 15:15:15,099][demucs.solver][INFO] - Train | Epoch 295 | 10/14 | 0.84 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.2195
[2024-12-12 15:15:15,754][demucs.solver][INFO] - Train | Epoch 295 | 11/14 | 0.88 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.2156
[2024-12-12 15:15:16,401][demucs.solver][INFO] - Train | Epoch 295 | 12/14 | 0.91 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.2117
[2024-12-12 15:15:17,060][demucs.solver][INFO] - Train | Epoch 295 | 13/14 | 0.93 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.2117
[2024-12-12 15:15:17,400][demucs.solver][INFO] - Train Summary | Epoch 295 | Loss=0.2458 | Reco=0.2458 | Grad=0.2117
[2024-12-12 15:15:17,400][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:15:17,400][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:15:19,684][demucs.solver][INFO] - Valid | Epoch 295 | 1/20 | 2.75 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.231
[2024-12-12 15:15:19,951][demucs.solver][INFO] - Valid | Epoch 295 | 2/20 | 3.02 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.154
[2024-12-12 15:15:20,130][demucs.solver][INFO] - Valid | Epoch 295 | 3/20 | 3.41 it/sec | Loss 0.4942 | Reco 0.4942 | Nsdr 1.196
[2024-12-12 15:15:20,359][demucs.solver][INFO] - Valid | Epoch 295 | 4/20 | 3.57 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.209
[2024-12-12 15:15:20,559][demucs.solver][INFO] - Valid | Epoch 295 | 5/20 | 3.74 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.196
[2024-12-12 15:15:20,760][demucs.solver][INFO] - Valid | Epoch 295 | 6/20 | 3.88 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.197
[2024-12-12 15:15:20,961][demucs.solver][INFO] - Valid | Epoch 295 | 7/20 | 3.99 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.205
[2024-12-12 15:15:21,182][demucs.solver][INFO] - Valid | Epoch 295 | 8/20 | 4.04 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.200
[2024-12-12 15:15:21,404][demucs.solver][INFO] - Valid | Epoch 295 | 9/20 | 4.09 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.201
[2024-12-12 15:15:21,626][demucs.solver][INFO] - Valid | Epoch 295 | 10/20 | 4.12 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.189
[2024-12-12 15:15:21,851][demucs.solver][INFO] - Valid | Epoch 295 | 11/20 | 4.15 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.183
[2024-12-12 15:15:22,028][demucs.solver][INFO] - Valid | Epoch 295 | 12/20 | 4.23 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.164
[2024-12-12 15:15:22,181][demucs.solver][INFO] - Valid | Epoch 295 | 13/20 | 4.34 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.163
[2024-12-12 15:15:22,399][demucs.solver][INFO] - Valid | Epoch 295 | 14/20 | 4.36 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.165
[2024-12-12 15:15:22,595][demucs.solver][INFO] - Valid | Epoch 295 | 15/20 | 4.40 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.169
[2024-12-12 15:15:22,791][demucs.solver][INFO] - Valid | Epoch 295 | 16/20 | 4.43 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.171
[2024-12-12 15:15:22,972][demucs.solver][INFO] - Valid | Epoch 295 | 17/20 | 4.48 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.181
[2024-12-12 15:15:23,190][demucs.solver][INFO] - Valid | Epoch 295 | 18/20 | 4.49 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.168
[2024-12-12 15:15:23,411][demucs.solver][INFO] - Valid | Epoch 295 | 19/20 | 4.49 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.175
[2024-12-12 15:15:23,825][demucs.solver][INFO] - Valid Summary | Epoch 295 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.175 | Best=0.5434 | Bname=main
[2024-12-12 15:15:25,258][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:15:25,260][demucs.solver][INFO] - Training...
[2024-12-12 15:15:37,207][demucs.solver][INFO] - Train | Epoch 296 | 1/14 | 0.20 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.0850
[2024-12-12 15:15:37,860][demucs.solver][INFO] - Train | Epoch 296 | 2/14 | 0.28 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.1032
[2024-12-12 15:15:38,506][demucs.solver][INFO] - Train | Epoch 296 | 3/14 | 0.35 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.1699
[2024-12-12 15:15:39,154][demucs.solver][INFO] - Train | Epoch 296 | 4/14 | 0.41 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.1635
[2024-12-12 15:15:39,799][demucs.solver][INFO] - Train | Epoch 296 | 5/14 | 0.47 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.1406
[2024-12-12 15:15:40,443][demucs.solver][INFO] - Train | Epoch 296 | 6/14 | 0.52 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.1311
[2024-12-12 15:15:41,085][demucs.solver][INFO] - Train | Epoch 296 | 7/14 | 0.57 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.1298
[2024-12-12 15:15:41,726][demucs.solver][INFO] - Train | Epoch 296 | 8/14 | 0.61 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.1479
[2024-12-12 15:15:42,367][demucs.solver][INFO] - Train | Epoch 296 | 9/14 | 0.65 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.1589
[2024-12-12 15:15:43,009][demucs.solver][INFO] - Train | Epoch 296 | 10/14 | 0.69 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.1793
[2024-12-12 15:15:43,646][demucs.solver][INFO] - Train | Epoch 296 | 11/14 | 0.72 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.1722
[2024-12-12 15:15:44,281][demucs.solver][INFO] - Train | Epoch 296 | 12/14 | 0.75 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.1695
[2024-12-12 15:15:44,918][demucs.solver][INFO] - Train | Epoch 296 | 13/14 | 0.78 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.1692
[2024-12-12 15:15:45,270][demucs.solver][INFO] - Train Summary | Epoch 296 | Loss=0.2443 | Reco=0.2443 | Grad=0.1692
[2024-12-12 15:15:45,271][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:15:45,271][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:15:47,762][demucs.solver][INFO] - Valid | Epoch 296 | 1/20 | 2.46 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.158
[2024-12-12 15:15:48,011][demucs.solver][INFO] - Valid | Epoch 296 | 2/20 | 2.82 it/sec | Loss 0.4526 | Reco 0.4526 | Nsdr 1.093
[2024-12-12 15:15:48,232][demucs.solver][INFO] - Valid | Epoch 296 | 3/20 | 3.12 it/sec | Loss 0.4990 | Reco 0.4990 | Nsdr 1.123
[2024-12-12 15:15:48,431][demucs.solver][INFO] - Valid | Epoch 296 | 4/20 | 3.37 it/sec | Loss 0.5172 | Reco 0.5172 | Nsdr 1.143
[2024-12-12 15:15:48,630][demucs.solver][INFO] - Valid | Epoch 296 | 5/20 | 3.57 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.129
[2024-12-12 15:15:48,839][demucs.solver][INFO] - Valid | Epoch 296 | 6/20 | 3.70 it/sec | Loss 0.5224 | Reco 0.5224 | Nsdr 1.135
[2024-12-12 15:15:49,040][demucs.solver][INFO] - Valid | Epoch 296 | 7/20 | 3.82 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.144
[2024-12-12 15:15:49,240][demucs.solver][INFO] - Valid | Epoch 296 | 8/20 | 3.93 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.138
[2024-12-12 15:15:49,441][demucs.solver][INFO] - Valid | Epoch 296 | 9/20 | 4.01 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.142
[2024-12-12 15:15:49,595][demucs.solver][INFO] - Valid | Epoch 296 | 10/20 | 4.15 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.133
[2024-12-12 15:15:49,795][demucs.solver][INFO] - Valid | Epoch 296 | 11/20 | 4.21 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.129
[2024-12-12 15:15:50,013][demucs.solver][INFO] - Valid | Epoch 296 | 12/20 | 4.24 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.111
[2024-12-12 15:15:50,212][demucs.solver][INFO] - Valid | Epoch 296 | 13/20 | 4.29 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.113
[2024-12-12 15:15:50,415][demucs.solver][INFO] - Valid | Epoch 296 | 14/20 | 4.33 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.115
[2024-12-12 15:15:50,573][demucs.solver][INFO] - Valid | Epoch 296 | 15/20 | 4.41 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.119
[2024-12-12 15:15:50,773][demucs.solver][INFO] - Valid | Epoch 296 | 16/20 | 4.44 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.124
[2024-12-12 15:15:50,948][demucs.solver][INFO] - Valid | Epoch 296 | 17/20 | 4.50 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.127
[2024-12-12 15:15:51,143][demucs.solver][INFO] - Valid | Epoch 296 | 18/20 | 4.53 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.114
[2024-12-12 15:15:51,361][demucs.solver][INFO] - Valid | Epoch 296 | 19/20 | 4.53 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.121
[2024-12-12 15:15:52,101][demucs.solver][INFO] - Valid Summary | Epoch 296 | Loss=0.5480 | Reco=0.5480 | Nsdr=1.121 | Best=0.5434 | Bname=main
[2024-12-12 15:15:53,717][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:15:53,718][demucs.solver][INFO] - Training...
[2024-12-12 15:16:02,937][demucs.solver][INFO] - Train | Epoch 297 | 1/14 | 0.26 it/sec | Loss 0.2640 | Reco 0.2640 | Grad 0.1339
[2024-12-12 15:16:03,583][demucs.solver][INFO] - Train | Epoch 297 | 2/14 | 0.36 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.2275
[2024-12-12 15:16:04,345][demucs.solver][INFO] - Train | Epoch 297 | 3/14 | 0.44 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.2133
[2024-12-12 15:16:04,991][demucs.solver][INFO] - Train | Epoch 297 | 4/14 | 0.52 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.1892
[2024-12-12 15:16:05,631][demucs.solver][INFO] - Train | Epoch 297 | 5/14 | 0.58 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.1837
[2024-12-12 15:16:06,273][demucs.solver][INFO] - Train | Epoch 297 | 6/14 | 0.64 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.1884
[2024-12-12 15:16:06,910][demucs.solver][INFO] - Train | Epoch 297 | 7/14 | 0.69 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.1752
[2024-12-12 15:16:07,549][demucs.solver][INFO] - Train | Epoch 297 | 8/14 | 0.73 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.1721
[2024-12-12 15:16:08,190][demucs.solver][INFO] - Train | Epoch 297 | 9/14 | 0.78 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.1619
[2024-12-12 15:16:08,832][demucs.solver][INFO] - Train | Epoch 297 | 10/14 | 0.81 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.1698
[2024-12-12 15:16:09,468][demucs.solver][INFO] - Train | Epoch 297 | 11/14 | 0.85 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.1630
[2024-12-12 15:16:10,109][demucs.solver][INFO] - Train | Epoch 297 | 12/14 | 0.88 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.1681
[2024-12-12 15:16:10,744][demucs.solver][INFO] - Train | Epoch 297 | 13/14 | 0.91 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.1652
[2024-12-12 15:16:11,071][demucs.solver][INFO] - Train Summary | Epoch 297 | Loss=0.2520 | Reco=0.2520 | Grad=0.1652
[2024-12-12 15:16:11,071][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:16:11,072][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:16:13,672][demucs.solver][INFO] - Valid | Epoch 297 | 1/20 | 2.69 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.190
[2024-12-12 15:16:13,867][demucs.solver][INFO] - Valid | Epoch 297 | 2/20 | 3.19 it/sec | Loss 0.4512 | Reco 0.4512 | Nsdr 1.113
[2024-12-12 15:16:14,094][demucs.solver][INFO] - Valid | Epoch 297 | 3/20 | 3.43 it/sec | Loss 0.4971 | Reco 0.4971 | Nsdr 1.150
[2024-12-12 15:16:14,295][demucs.solver][INFO] - Valid | Epoch 297 | 4/20 | 3.65 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.171
[2024-12-12 15:16:14,523][demucs.solver][INFO] - Valid | Epoch 297 | 5/20 | 3.76 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.159
[2024-12-12 15:16:14,747][demucs.solver][INFO] - Valid | Epoch 297 | 6/20 | 3.85 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.164
[2024-12-12 15:16:14,947][demucs.solver][INFO] - Valid | Epoch 297 | 7/20 | 3.96 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.174
[2024-12-12 15:16:15,125][demucs.solver][INFO] - Valid | Epoch 297 | 8/20 | 4.09 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.169
[2024-12-12 15:16:15,280][demucs.solver][INFO] - Valid | Epoch 297 | 9/20 | 4.25 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.173
[2024-12-12 15:16:15,477][demucs.solver][INFO] - Valid | Epoch 297 | 10/20 | 4.31 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.161
[2024-12-12 15:16:15,699][demucs.solver][INFO] - Valid | Epoch 297 | 11/20 | 4.33 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.156
[2024-12-12 15:16:15,921][demucs.solver][INFO] - Valid | Epoch 297 | 12/20 | 4.34 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.137
[2024-12-12 15:16:16,149][demucs.solver][INFO] - Valid | Epoch 297 | 13/20 | 4.35 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.138
[2024-12-12 15:16:16,349][demucs.solver][INFO] - Valid | Epoch 297 | 14/20 | 4.38 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.140
[2024-12-12 15:16:16,549][demucs.solver][INFO] - Valid | Epoch 297 | 15/20 | 4.42 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.145
[2024-12-12 15:16:16,771][demucs.solver][INFO] - Valid | Epoch 297 | 16/20 | 4.42 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.148
[2024-12-12 15:16:16,991][demucs.solver][INFO] - Valid | Epoch 297 | 17/20 | 4.43 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.154
[2024-12-12 15:16:17,166][demucs.solver][INFO] - Valid | Epoch 297 | 18/20 | 4.48 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.140
[2024-12-12 15:16:17,359][demucs.solver][INFO] - Valid | Epoch 297 | 19/20 | 4.51 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.147
[2024-12-12 15:16:17,800][demucs.solver][INFO] - Valid Summary | Epoch 297 | Loss=0.5461 | Reco=0.5461 | Nsdr=1.147 | Best=0.5434 | Bname=main
[2024-12-12 15:16:19,141][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:16:19,141][demucs.solver][INFO] - Training...
[2024-12-12 15:16:27,537][demucs.solver][INFO] - Train | Epoch 298 | 1/14 | 0.29 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 0.1128
[2024-12-12 15:16:28,186][demucs.solver][INFO] - Train | Epoch 298 | 2/14 | 0.40 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.1979
[2024-12-12 15:16:28,840][demucs.solver][INFO] - Train | Epoch 298 | 3/14 | 0.49 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 0.1733
[2024-12-12 15:16:29,484][demucs.solver][INFO] - Train | Epoch 298 | 4/14 | 0.57 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.2069
[2024-12-12 15:16:30,137][demucs.solver][INFO] - Train | Epoch 298 | 5/14 | 0.63 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.1954
[2024-12-12 15:16:30,777][demucs.solver][INFO] - Train | Epoch 298 | 6/14 | 0.69 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.2115
[2024-12-12 15:16:31,422][demucs.solver][INFO] - Train | Epoch 298 | 7/14 | 0.74 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.1922
[2024-12-12 15:16:32,051][demucs.solver][INFO] - Train | Epoch 298 | 8/14 | 0.79 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.2246
[2024-12-12 15:16:32,682][demucs.solver][INFO] - Train | Epoch 298 | 9/14 | 0.83 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.2099
[2024-12-12 15:16:33,315][demucs.solver][INFO] - Train | Epoch 298 | 10/14 | 0.87 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.2109
[2024-12-12 15:16:33,948][demucs.solver][INFO] - Train | Epoch 298 | 11/14 | 0.90 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.2180
[2024-12-12 15:16:34,580][demucs.solver][INFO] - Train | Epoch 298 | 12/14 | 0.93 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.2062
[2024-12-12 15:16:35,212][demucs.solver][INFO] - Train | Epoch 298 | 13/14 | 0.96 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.2004
[2024-12-12 15:16:35,553][demucs.solver][INFO] - Train Summary | Epoch 298 | Loss=0.2443 | Reco=0.2443 | Grad=0.2004
[2024-12-12 15:16:35,553][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:16:35,553][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:16:37,707][demucs.solver][INFO] - Valid | Epoch 298 | 1/20 | 3.12 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.193
[2024-12-12 15:16:38,020][demucs.solver][INFO] - Valid | Epoch 298 | 2/20 | 3.14 it/sec | Loss 0.4516 | Reco 0.4516 | Nsdr 1.114
[2024-12-12 15:16:38,275][demucs.solver][INFO] - Valid | Epoch 298 | 3/20 | 3.31 it/sec | Loss 0.4974 | Reco 0.4974 | Nsdr 1.151
[2024-12-12 15:16:38,466][demucs.solver][INFO] - Valid | Epoch 298 | 4/20 | 3.57 it/sec | Loss 0.5156 | Reco 0.5156 | Nsdr 1.168
[2024-12-12 15:16:38,679][demucs.solver][INFO] - Valid | Epoch 298 | 5/20 | 3.72 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.152
[2024-12-12 15:16:38,918][demucs.solver][INFO] - Valid | Epoch 298 | 6/20 | 3.78 it/sec | Loss 0.5209 | Reco 0.5209 | Nsdr 1.155
[2024-12-12 15:16:39,159][demucs.solver][INFO] - Valid | Epoch 298 | 7/20 | 3.82 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.164
[2024-12-12 15:16:39,369][demucs.solver][INFO] - Valid | Epoch 298 | 8/20 | 3.91 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.157
[2024-12-12 15:16:39,569][demucs.solver][INFO] - Valid | Epoch 298 | 9/20 | 3.99 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.159
[2024-12-12 15:16:39,787][demucs.solver][INFO] - Valid | Epoch 298 | 10/20 | 4.04 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.149
[2024-12-12 15:16:39,941][demucs.solver][INFO] - Valid | Epoch 298 | 11/20 | 4.17 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.144
[2024-12-12 15:16:40,153][demucs.solver][INFO] - Valid | Epoch 298 | 12/20 | 4.21 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.125
[2024-12-12 15:16:40,366][demucs.solver][INFO] - Valid | Epoch 298 | 13/20 | 4.24 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.125
[2024-12-12 15:16:40,555][demucs.solver][INFO] - Valid | Epoch 298 | 14/20 | 4.30 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.127
[2024-12-12 15:16:40,776][demucs.solver][INFO] - Valid | Epoch 298 | 15/20 | 4.31 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.131
[2024-12-12 15:16:40,993][demucs.solver][INFO] - Valid | Epoch 298 | 16/20 | 4.33 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.134
[2024-12-12 15:16:41,190][demucs.solver][INFO] - Valid | Epoch 298 | 17/20 | 4.36 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.143
[2024-12-12 15:16:41,374][demucs.solver][INFO] - Valid | Epoch 298 | 18/20 | 4.41 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.129
[2024-12-12 15:16:41,570][demucs.solver][INFO] - Valid | Epoch 298 | 19/20 | 4.44 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.136
[2024-12-12 15:16:42,024][demucs.solver][INFO] - Valid Summary | Epoch 298 | Loss=0.5468 | Reco=0.5468 | Nsdr=1.136 | Best=0.5434 | Bname=main
[2024-12-12 15:16:43,349][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:16:43,350][demucs.solver][INFO] - Training...
[2024-12-12 15:16:50,026][demucs.solver][INFO] - Train | Epoch 299 | 1/14 | 0.41 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.1043
[2024-12-12 15:16:50,719][demucs.solver][INFO] - Train | Epoch 299 | 2/14 | 0.53 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 0.0965
[2024-12-12 15:16:51,389][demucs.solver][INFO] - Train | Epoch 299 | 3/14 | 0.64 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.0920
[2024-12-12 15:16:52,852][demucs.solver][INFO] - Train | Epoch 299 | 4/14 | 0.64 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.0908
[2024-12-12 15:16:53,496][demucs.solver][INFO] - Train | Epoch 299 | 5/14 | 0.71 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.1627
[2024-12-12 15:16:54,138][demucs.solver][INFO] - Train | Epoch 299 | 6/14 | 0.77 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.1461
[2024-12-12 15:16:54,775][demucs.solver][INFO] - Train | Epoch 299 | 7/14 | 0.83 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.1439
[2024-12-12 15:16:55,414][demucs.solver][INFO] - Train | Epoch 299 | 8/14 | 0.87 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.1527
[2024-12-12 15:16:56,058][demucs.solver][INFO] - Train | Epoch 299 | 9/14 | 0.91 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.1568
[2024-12-12 15:16:56,694][demucs.solver][INFO] - Train | Epoch 299 | 10/14 | 0.95 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.1810
[2024-12-12 15:16:57,335][demucs.solver][INFO] - Train | Epoch 299 | 11/14 | 0.98 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.1776
[2024-12-12 15:16:57,966][demucs.solver][INFO] - Train | Epoch 299 | 12/14 | 1.01 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.1898
[2024-12-12 15:16:58,600][demucs.solver][INFO] - Train | Epoch 299 | 13/14 | 1.04 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.1807
[2024-12-12 15:16:58,935][demucs.solver][INFO] - Train Summary | Epoch 299 | Loss=0.2473 | Reco=0.2473 | Grad=0.1807
[2024-12-12 15:16:58,936][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:16:58,936][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:17:01,324][demucs.solver][INFO] - Valid | Epoch 299 | 1/20 | 2.60 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.189
[2024-12-12 15:17:01,622][demucs.solver][INFO] - Valid | Epoch 299 | 2/20 | 2.81 it/sec | Loss 0.4513 | Reco 0.4513 | Nsdr 1.112
[2024-12-12 15:17:01,868][demucs.solver][INFO] - Valid | Epoch 299 | 3/20 | 3.05 it/sec | Loss 0.4970 | Reco 0.4970 | Nsdr 1.145
[2024-12-12 15:17:02,188][demucs.solver][INFO] - Valid | Epoch 299 | 4/20 | 3.06 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.160
[2024-12-12 15:17:02,475][demucs.solver][INFO] - Valid | Epoch 299 | 5/20 | 3.12 it/sec | Loss 0.5359 | Reco 0.5359 | Nsdr 1.150
[2024-12-12 15:17:02,715][demucs.solver][INFO] - Valid | Epoch 299 | 6/20 | 3.24 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.153
[2024-12-12 15:17:02,882][demucs.solver][INFO] - Valid | Epoch 299 | 7/20 | 3.44 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.161
[2024-12-12 15:17:03,060][demucs.solver][INFO] - Valid | Epoch 299 | 8/20 | 3.59 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.156
[2024-12-12 15:17:03,242][demucs.solver][INFO] - Valid | Epoch 299 | 9/20 | 3.72 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.158
[2024-12-12 15:17:03,419][demucs.solver][INFO] - Valid | Epoch 299 | 10/20 | 3.84 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.148
[2024-12-12 15:17:03,614][demucs.solver][INFO] - Valid | Epoch 299 | 11/20 | 3.92 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.143
[2024-12-12 15:17:03,814][demucs.solver][INFO] - Valid | Epoch 299 | 12/20 | 3.99 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.125
[2024-12-12 15:17:04,012][demucs.solver][INFO] - Valid | Epoch 299 | 13/20 | 4.05 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.126
[2024-12-12 15:17:04,170][demucs.solver][INFO] - Valid | Epoch 299 | 14/20 | 4.15 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.128
[2024-12-12 15:17:04,358][demucs.solver][INFO] - Valid | Epoch 299 | 15/20 | 4.21 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.132
[2024-12-12 15:17:04,537][demucs.solver][INFO] - Valid | Epoch 299 | 16/20 | 4.27 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.136
[2024-12-12 15:17:04,692][demucs.solver][INFO] - Valid | Epoch 299 | 17/20 | 4.35 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.143
[2024-12-12 15:17:04,888][demucs.solver][INFO] - Valid | Epoch 299 | 18/20 | 4.38 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.129
[2024-12-12 15:17:05,124][demucs.solver][INFO] - Valid | Epoch 299 | 19/20 | 4.38 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.135
[2024-12-12 15:17:05,528][demucs.solver][INFO] - Valid Summary | Epoch 299 | Loss=0.5459 | Reco=0.5459 | Nsdr=1.135 | Best=0.5434 | Bname=main
[2024-12-12 15:17:06,972][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:17:06,972][demucs.solver][INFO] - Training...
[2024-12-12 15:17:14,343][demucs.solver][INFO] - Train | Epoch 300 | 1/14 | 0.35 it/sec | Loss 0.2748 | Reco 0.2748 | Grad 0.1787
[2024-12-12 15:17:14,989][demucs.solver][INFO] - Train | Epoch 300 | 2/14 | 0.47 it/sec | Loss 0.2677 | Reco 0.2677 | Grad 0.2672
[2024-12-12 15:17:15,632][demucs.solver][INFO] - Train | Epoch 300 | 3/14 | 0.57 it/sec | Loss 0.2754 | Reco 0.2754 | Grad 0.2272
[2024-12-12 15:17:16,278][demucs.solver][INFO] - Train | Epoch 300 | 4/14 | 0.65 it/sec | Loss 0.2689 | Reco 0.2689 | Grad 0.2042
[2024-12-12 15:17:16,916][demucs.solver][INFO] - Train | Epoch 300 | 5/14 | 0.72 it/sec | Loss 0.2675 | Reco 0.2675 | Grad 0.1811
[2024-12-12 15:17:17,557][demucs.solver][INFO] - Train | Epoch 300 | 6/14 | 0.78 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.1702
[2024-12-12 15:17:18,203][demucs.solver][INFO] - Train | Epoch 300 | 7/14 | 0.83 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.1694
[2024-12-12 15:17:18,839][demucs.solver][INFO] - Train | Epoch 300 | 8/14 | 0.88 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.1638
[2024-12-12 15:17:19,469][demucs.solver][INFO] - Train | Epoch 300 | 9/14 | 0.92 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.1708
[2024-12-12 15:17:20,098][demucs.solver][INFO] - Train | Epoch 300 | 10/14 | 0.96 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.1901
[2024-12-12 15:17:20,732][demucs.solver][INFO] - Train | Epoch 300 | 11/14 | 0.99 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.2070
[2024-12-12 15:17:21,364][demucs.solver][INFO] - Train | Epoch 300 | 12/14 | 1.02 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.2122
[2024-12-12 15:17:21,996][demucs.solver][INFO] - Train | Epoch 300 | 13/14 | 1.05 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.2043
[2024-12-12 15:17:22,380][demucs.solver][INFO] - Train Summary | Epoch 300 | Loss=0.2543 | Reco=0.2543 | Grad=0.2043
[2024-12-12 15:17:22,381][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:17:22,381][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:17:26,097][demucs.solver][INFO] - Valid | Epoch 300 | 1/20 | 0.95 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.164
[2024-12-12 15:17:26,316][demucs.solver][INFO] - Valid | Epoch 300 | 2/20 | 1.29 it/sec | Loss 0.4525 | Reco 0.4525 | Nsdr 1.095
[2024-12-12 15:17:26,533][demucs.solver][INFO] - Valid | Epoch 300 | 3/20 | 1.58 it/sec | Loss 0.4985 | Reco 0.4985 | Nsdr 1.128
[2024-12-12 15:17:26,755][demucs.solver][INFO] - Valid | Epoch 300 | 4/20 | 1.81 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.142
[2024-12-12 15:17:26,957][demucs.solver][INFO] - Valid | Epoch 300 | 5/20 | 2.03 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.126
[2024-12-12 15:17:27,132][demucs.solver][INFO] - Valid | Epoch 300 | 6/20 | 2.23 it/sec | Loss 0.5223 | Reco 0.5223 | Nsdr 1.130
[2024-12-12 15:17:27,288][demucs.solver][INFO] - Valid | Epoch 300 | 7/20 | 2.43 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.140
[2024-12-12 15:17:27,486][demucs.solver][INFO] - Valid | Epoch 300 | 8/20 | 2.58 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.131
[2024-12-12 15:17:27,683][demucs.solver][INFO] - Valid | Epoch 300 | 9/20 | 2.71 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.133
[2024-12-12 15:17:27,879][demucs.solver][INFO] - Valid | Epoch 300 | 10/20 | 2.83 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.123
[2024-12-12 15:17:28,073][demucs.solver][INFO] - Valid | Epoch 300 | 11/20 | 2.94 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.119
[2024-12-12 15:17:28,276][demucs.solver][INFO] - Valid | Epoch 300 | 12/20 | 3.04 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.102
[2024-12-12 15:17:28,480][demucs.solver][INFO] - Valid | Epoch 300 | 13/20 | 3.12 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.103
[2024-12-12 15:17:28,658][demucs.solver][INFO] - Valid | Epoch 300 | 14/20 | 3.22 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.106
[2024-12-12 15:17:28,880][demucs.solver][INFO] - Valid | Epoch 300 | 15/20 | 3.28 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.110
[2024-12-12 15:17:29,033][demucs.solver][INFO] - Valid | Epoch 300 | 16/20 | 3.38 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.114
[2024-12-12 15:17:29,253][demucs.solver][INFO] - Valid | Epoch 300 | 17/20 | 3.43 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.117
[2024-12-12 15:17:29,426][demucs.solver][INFO] - Valid | Epoch 300 | 18/20 | 3.50 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.105
[2024-12-12 15:17:29,603][demucs.solver][INFO] - Valid | Epoch 300 | 19/20 | 3.57 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.112
[2024-12-12 15:17:30,110][demucs.solver][INFO] - Valid Summary | Epoch 300 | Loss=0.5481 | Reco=0.5481 | Nsdr=1.112 | Best=0.5434 | Bname=main
[2024-12-12 15:17:30,111][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:17:30,111][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 15:17:44,669][demucs.evaluate][INFO] - Eval | 1/20 | 0.29 it/sec
[2024-12-12 15:17:48,069][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 15:17:51,589][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 15:17:55,224][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 15:17:58,903][demucs.evaluate][INFO] - Eval | 5/20 | 0.28 it/sec
[2024-12-12 15:18:02,279][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 15:18:05,657][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 15:18:08,990][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 15:18:12,379][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 15:18:15,769][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 15:18:19,299][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 15:18:22,707][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 15:18:26,187][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 15:18:29,717][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 15:18:33,314][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 15:18:36,734][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 15:18:40,174][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 15:18:43,626][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 15:18:47,070][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 15:18:47,085][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 138.40 it/sec
[2024-12-12 15:18:47,091][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 144.35 it/sec
[2024-12-12 15:18:47,100][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 135.08 it/sec
[2024-12-12 15:18:47,109][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 130.59 it/sec
[2024-12-12 15:18:47,116][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 133.34 it/sec
[2024-12-12 15:18:47,125][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 129.76 it/sec
[2024-12-12 15:18:47,136][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 122.92 it/sec
[2024-12-12 15:18:47,143][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 123.92 it/sec
[2024-12-12 15:18:47,150][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 125.34 it/sec
[2024-12-12 15:18:47,157][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 126.74 it/sec
[2024-12-12 15:18:47,168][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 123.63 it/sec
[2024-12-12 15:18:47,177][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 121.92 it/sec
[2024-12-12 15:18:47,188][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 118.95 it/sec
[2024-12-12 15:18:47,195][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 120.75 it/sec
[2024-12-12 15:18:47,204][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 120.23 it/sec
[2024-12-12 15:18:47,210][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 122.01 it/sec
[2024-12-12 15:18:47,218][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 121.80 it/sec
[2024-12-12 15:18:47,225][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 123.19 it/sec
[2024-12-12 15:18:47,234][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 122.59 it/sec
[2024-12-12 15:18:47,289][demucs.solver][INFO] - Test Summary | Epoch 300 | Nsdr=1.018 | Nsdr_drums=1.023 | Nsdr_bass=0.960 | Nsdr_other=1.037 | Nsdr_vocals=1.054
[2024-12-12 15:18:48,716][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:18:48,716][demucs.solver][INFO] - Training...
[2024-12-12 15:18:54,949][demucs.solver][INFO] - Train | Epoch 301 | 1/14 | 0.43 it/sec | Loss 0.2659 | Reco 0.2659 | Grad 0.1236
[2024-12-12 15:18:56,622][demucs.solver][INFO] - Train | Epoch 301 | 2/14 | 0.48 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.1393
[2024-12-12 15:18:57,276][demucs.solver][INFO] - Train | Epoch 301 | 3/14 | 0.58 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.1245
[2024-12-12 15:18:57,918][demucs.solver][INFO] - Train | Epoch 301 | 4/14 | 0.66 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.1201
[2024-12-12 15:18:58,561][demucs.solver][INFO] - Train | Epoch 301 | 5/14 | 0.73 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.1698
[2024-12-12 15:18:59,201][demucs.solver][INFO] - Train | Epoch 301 | 6/14 | 0.79 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.1776
[2024-12-12 15:18:59,838][demucs.solver][INFO] - Train | Epoch 301 | 7/14 | 0.84 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.1742
[2024-12-12 15:19:00,477][demucs.solver][INFO] - Train | Epoch 301 | 8/14 | 0.89 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.1829
[2024-12-12 15:19:01,109][demucs.solver][INFO] - Train | Epoch 301 | 9/14 | 0.93 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.1712
[2024-12-12 15:19:01,739][demucs.solver][INFO] - Train | Epoch 301 | 10/14 | 0.96 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.1721
[2024-12-12 15:19:02,371][demucs.solver][INFO] - Train | Epoch 301 | 11/14 | 1.00 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.1754
[2024-12-12 15:19:03,000][demucs.solver][INFO] - Train | Epoch 301 | 12/14 | 1.03 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.1774
[2024-12-12 15:19:03,630][demucs.solver][INFO] - Train | Epoch 301 | 13/14 | 1.05 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.1717
[2024-12-12 15:19:03,975][demucs.solver][INFO] - Train Summary | Epoch 301 | Loss=0.2472 | Reco=0.2472 | Grad=0.1717
[2024-12-12 15:19:03,975][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:19:03,975][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:19:06,254][demucs.solver][INFO] - Valid | Epoch 301 | 1/20 | 2.60 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.157
[2024-12-12 15:19:06,475][demucs.solver][INFO] - Valid | Epoch 301 | 2/20 | 3.03 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.087
[2024-12-12 15:19:06,706][demucs.solver][INFO] - Valid | Epoch 301 | 3/20 | 3.28 it/sec | Loss 0.4990 | Reco 0.4990 | Nsdr 1.116
[2024-12-12 15:19:06,907][demucs.solver][INFO] - Valid | Epoch 301 | 4/20 | 3.52 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.132
[2024-12-12 15:19:07,111][demucs.solver][INFO] - Valid | Epoch 301 | 5/20 | 3.69 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.116
[2024-12-12 15:19:07,337][demucs.solver][INFO] - Valid | Epoch 301 | 6/20 | 3.78 it/sec | Loss 0.5227 | Reco 0.5227 | Nsdr 1.122
[2024-12-12 15:19:07,516][demucs.solver][INFO] - Valid | Epoch 301 | 7/20 | 3.94 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.130
[2024-12-12 15:19:07,718][demucs.solver][INFO] - Valid | Epoch 301 | 8/20 | 4.03 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.124
[2024-12-12 15:19:07,943][demucs.solver][INFO] - Valid | Epoch 301 | 9/20 | 4.07 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.126
[2024-12-12 15:19:08,170][demucs.solver][INFO] - Valid | Epoch 301 | 10/20 | 4.10 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.116
[2024-12-12 15:19:08,324][demucs.solver][INFO] - Valid | Epoch 301 | 11/20 | 4.23 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.112
[2024-12-12 15:19:08,521][demucs.solver][INFO] - Valid | Epoch 301 | 12/20 | 4.28 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.095
[2024-12-12 15:19:08,716][demucs.solver][INFO] - Valid | Epoch 301 | 13/20 | 4.33 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.096
[2024-12-12 15:19:08,933][demucs.solver][INFO] - Valid | Epoch 301 | 14/20 | 4.35 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.098
[2024-12-12 15:19:09,133][demucs.solver][INFO] - Valid | Epoch 301 | 15/20 | 4.39 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.101
[2024-12-12 15:19:09,330][demucs.solver][INFO] - Valid | Epoch 301 | 16/20 | 4.42 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.106
[2024-12-12 15:19:09,517][demucs.solver][INFO] - Valid | Epoch 301 | 17/20 | 4.47 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.111
[2024-12-12 15:19:09,692][demucs.solver][INFO] - Valid | Epoch 301 | 18/20 | 4.52 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.098
[2024-12-12 15:19:09,889][demucs.solver][INFO] - Valid | Epoch 301 | 19/20 | 4.54 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.105
[2024-12-12 15:19:10,278][demucs.solver][INFO] - Valid Summary | Epoch 301 | Loss=0.5484 | Reco=0.5484 | Nsdr=1.105 | Best=0.5434 | Bname=main
[2024-12-12 15:19:11,775][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:19:11,775][demucs.solver][INFO] - Training...
[2024-12-12 15:19:21,411][demucs.solver][INFO] - Train | Epoch 302 | 1/14 | 0.26 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.1289
[2024-12-12 15:19:22,071][demucs.solver][INFO] - Train | Epoch 302 | 2/14 | 0.36 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.2889
[2024-12-12 15:19:22,715][demucs.solver][INFO] - Train | Epoch 302 | 3/14 | 0.44 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.2409
[2024-12-12 15:19:23,369][demucs.solver][INFO] - Train | Epoch 302 | 4/14 | 0.52 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.2048
[2024-12-12 15:19:24,022][demucs.solver][INFO] - Train | Epoch 302 | 5/14 | 0.58 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.2210
[2024-12-12 15:19:24,666][demucs.solver][INFO] - Train | Epoch 302 | 6/14 | 0.64 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.2282
[2024-12-12 15:19:25,314][demucs.solver][INFO] - Train | Epoch 302 | 7/14 | 0.69 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.2437
[2024-12-12 15:19:25,958][demucs.solver][INFO] - Train | Epoch 302 | 8/14 | 0.73 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.2374
[2024-12-12 15:19:26,594][demucs.solver][INFO] - Train | Epoch 302 | 9/14 | 0.78 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.2280
[2024-12-12 15:19:27,230][demucs.solver][INFO] - Train | Epoch 302 | 10/14 | 0.81 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.2325
[2024-12-12 15:19:27,866][demucs.solver][INFO] - Train | Epoch 302 | 11/14 | 0.85 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.2320
[2024-12-12 15:19:28,502][demucs.solver][INFO] - Train | Epoch 302 | 12/14 | 0.88 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.2486
[2024-12-12 15:19:29,139][demucs.solver][INFO] - Train | Epoch 302 | 13/14 | 0.91 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.2437
[2024-12-12 15:19:29,519][demucs.solver][INFO] - Train Summary | Epoch 302 | Loss=0.2473 | Reco=0.2473 | Grad=0.2437
[2024-12-12 15:19:29,520][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:19:29,520][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:19:32,364][demucs.solver][INFO] - Valid | Epoch 302 | 1/20 | 1.53 it/sec | Loss 0.5828 | Reco 0.5828 | Nsdr 1.146
[2024-12-12 15:19:32,863][demucs.solver][INFO] - Valid | Epoch 302 | 2/20 | 1.66 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.073
[2024-12-12 15:19:33,287][demucs.solver][INFO] - Valid | Epoch 302 | 3/20 | 1.79 it/sec | Loss 0.4998 | Reco 0.4998 | Nsdr 1.105
[2024-12-12 15:19:33,758][demucs.solver][INFO] - Valid | Epoch 302 | 4/20 | 1.85 it/sec | Loss 0.5182 | Reco 0.5182 | Nsdr 1.120
[2024-12-12 15:19:34,229][demucs.solver][INFO] - Valid | Epoch 302 | 5/20 | 1.89 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.105
[2024-12-12 15:19:34,510][demucs.solver][INFO] - Valid | Epoch 302 | 6/20 | 2.03 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.109
[2024-12-12 15:19:34,832][demucs.solver][INFO] - Valid | Epoch 302 | 7/20 | 2.12 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.119
[2024-12-12 15:19:35,087][demucs.solver][INFO] - Valid | Epoch 302 | 8/20 | 2.23 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.111
[2024-12-12 15:19:35,334][demucs.solver][INFO] - Valid | Epoch 302 | 9/20 | 2.34 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.113
[2024-12-12 15:19:35,534][demucs.solver][INFO] - Valid | Epoch 302 | 10/20 | 2.46 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.104
[2024-12-12 15:19:35,839][demucs.solver][INFO] - Valid | Epoch 302 | 11/20 | 2.51 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.100
[2024-12-12 15:19:36,115][demucs.solver][INFO] - Valid | Epoch 302 | 12/20 | 2.57 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.083
[2024-12-12 15:19:36,405][demucs.solver][INFO] - Valid | Epoch 302 | 13/20 | 2.62 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.083
[2024-12-12 15:19:36,706][demucs.solver][INFO] - Valid | Epoch 302 | 14/20 | 2.66 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.086
[2024-12-12 15:19:36,990][demucs.solver][INFO] - Valid | Epoch 302 | 15/20 | 2.70 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.090
[2024-12-12 15:19:37,314][demucs.solver][INFO] - Valid | Epoch 302 | 16/20 | 2.72 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.093
[2024-12-12 15:19:37,517][demucs.solver][INFO] - Valid | Epoch 302 | 17/20 | 2.79 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.100
[2024-12-12 15:19:37,712][demucs.solver][INFO] - Valid | Epoch 302 | 18/20 | 2.86 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.087
[2024-12-12 15:19:37,887][demucs.solver][INFO] - Valid | Epoch 302 | 19/20 | 2.93 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.094
[2024-12-12 15:19:38,341][demucs.solver][INFO] - Valid Summary | Epoch 302 | Loss=0.5496 | Reco=0.5496 | Nsdr=1.094 | Best=0.5434 | Bname=main
[2024-12-12 15:19:39,726][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:19:39,728][demucs.solver][INFO] - Training...
[2024-12-12 15:19:47,397][demucs.solver][INFO] - Train | Epoch 303 | 1/14 | 0.33 it/sec | Loss 0.2692 | Reco 0.2692 | Grad 0.2270
[2024-12-12 15:19:48,088][demucs.solver][INFO] - Train | Epoch 303 | 2/14 | 0.44 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 0.3380
[2024-12-12 15:19:50,508][demucs.solver][INFO] - Train | Epoch 303 | 3/14 | 0.43 it/sec | Loss 0.2635 | Reco 0.2635 | Grad 0.3520
[2024-12-12 15:19:51,837][demucs.solver][INFO] - Train | Epoch 303 | 4/14 | 0.47 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.3087
[2024-12-12 15:19:52,482][demucs.solver][INFO] - Train | Epoch 303 | 5/14 | 0.54 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.3191
[2024-12-12 15:19:53,126][demucs.solver][INFO] - Train | Epoch 303 | 6/14 | 0.59 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.2924
[2024-12-12 15:19:53,770][demucs.solver][INFO] - Train | Epoch 303 | 7/14 | 0.64 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.2642
[2024-12-12 15:19:54,400][demucs.solver][INFO] - Train | Epoch 303 | 8/14 | 0.69 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.2462
[2024-12-12 15:19:55,035][demucs.solver][INFO] - Train | Epoch 303 | 9/14 | 0.73 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.2315
[2024-12-12 15:19:55,665][demucs.solver][INFO] - Train | Epoch 303 | 10/14 | 0.77 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.2197
[2024-12-12 15:19:56,298][demucs.solver][INFO] - Train | Epoch 303 | 11/14 | 0.80 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.2124
[2024-12-12 15:19:56,934][demucs.solver][INFO] - Train | Epoch 303 | 12/14 | 0.83 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.2239
[2024-12-12 15:19:57,570][demucs.solver][INFO] - Train | Epoch 303 | 13/14 | 0.86 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.2253
[2024-12-12 15:19:57,909][demucs.solver][INFO] - Train Summary | Epoch 303 | Loss=0.2471 | Reco=0.2471 | Grad=0.2253
[2024-12-12 15:19:57,909][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:19:57,909][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:20:00,421][demucs.solver][INFO] - Valid | Epoch 303 | 1/20 | 2.37 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.189
[2024-12-12 15:20:00,947][demucs.solver][INFO] - Valid | Epoch 303 | 2/20 | 2.19 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.108
[2024-12-12 15:20:01,356][demucs.solver][INFO] - Valid | Epoch 303 | 3/20 | 2.25 it/sec | Loss 0.4966 | Reco 0.4966 | Nsdr 1.145
[2024-12-12 15:20:01,734][demucs.solver][INFO] - Valid | Epoch 303 | 4/20 | 2.32 it/sec | Loss 0.5143 | Reco 0.5143 | Nsdr 1.167
[2024-12-12 15:20:02,112][demucs.solver][INFO] - Valid | Epoch 303 | 5/20 | 2.37 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.158
[2024-12-12 15:20:02,633][demucs.solver][INFO] - Valid | Epoch 303 | 6/20 | 2.29 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.162
[2024-12-12 15:20:03,027][demucs.solver][INFO] - Valid | Epoch 303 | 7/20 | 2.32 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.172
[2024-12-12 15:20:03,386][demucs.solver][INFO] - Valid | Epoch 303 | 8/20 | 2.36 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.169
[2024-12-12 15:20:03,641][demucs.solver][INFO] - Valid | Epoch 303 | 9/20 | 2.46 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.173
[2024-12-12 15:20:03,836][demucs.solver][INFO] - Valid | Epoch 303 | 10/20 | 2.58 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.160
[2024-12-12 15:20:04,051][demucs.solver][INFO] - Valid | Epoch 303 | 11/20 | 2.68 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.155
[2024-12-12 15:20:04,337][demucs.solver][INFO] - Valid | Epoch 303 | 12/20 | 2.73 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.136
[2024-12-12 15:20:04,556][demucs.solver][INFO] - Valid | Epoch 303 | 13/20 | 2.81 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.136
[2024-12-12 15:20:04,729][demucs.solver][INFO] - Valid | Epoch 303 | 14/20 | 2.91 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.139
[2024-12-12 15:20:04,884][demucs.solver][INFO] - Valid | Epoch 303 | 15/20 | 3.01 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.144
[2024-12-12 15:20:05,086][demucs.solver][INFO] - Valid | Epoch 303 | 16/20 | 3.09 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.147
[2024-12-12 15:20:05,309][demucs.solver][INFO] - Valid | Epoch 303 | 17/20 | 3.14 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.153
[2024-12-12 15:20:05,533][demucs.solver][INFO] - Valid | Epoch 303 | 18/20 | 3.19 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.138
[2024-12-12 15:20:05,734][demucs.solver][INFO] - Valid | Epoch 303 | 19/20 | 3.25 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.145
[2024-12-12 15:20:06,099][demucs.solver][INFO] - Valid Summary | Epoch 303 | Loss=0.5452 | Reco=0.5452 | Nsdr=1.145 | Best=0.5434 | Bname=main
[2024-12-12 15:20:07,469][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:20:07,470][demucs.solver][INFO] - Training...
[2024-12-12 15:20:17,697][demucs.solver][INFO] - Train | Epoch 304 | 1/14 | 0.24 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.2609
[2024-12-12 15:20:18,358][demucs.solver][INFO] - Train | Epoch 304 | 2/14 | 0.33 it/sec | Loss 0.2348 | Reco 0.2348 | Grad 0.2118
[2024-12-12 15:20:19,000][demucs.solver][INFO] - Train | Epoch 304 | 3/14 | 0.41 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.2736
[2024-12-12 15:20:19,639][demucs.solver][INFO] - Train | Epoch 304 | 4/14 | 0.48 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.2499
[2024-12-12 15:20:20,279][demucs.solver][INFO] - Train | Epoch 304 | 5/14 | 0.54 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.2393
[2024-12-12 15:20:20,920][demucs.solver][INFO] - Train | Epoch 304 | 6/14 | 0.60 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.2300
[2024-12-12 15:20:21,557][demucs.solver][INFO] - Train | Epoch 304 | 7/14 | 0.65 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.2547
[2024-12-12 15:20:22,196][demucs.solver][INFO] - Train | Epoch 304 | 8/14 | 0.69 it/sec | Loss 0.2611 | Reco 0.2611 | Grad 0.2572
[2024-12-12 15:20:22,837][demucs.solver][INFO] - Train | Epoch 304 | 9/14 | 0.73 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 0.2436
[2024-12-12 15:20:25,629][demucs.solver][INFO] - Train | Epoch 304 | 10/14 | 0.67 it/sec | Loss 0.2637 | Reco 0.2637 | Grad 0.2369
[2024-12-12 15:20:26,848][demucs.solver][INFO] - Train | Epoch 304 | 11/14 | 0.68 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.2354
[2024-12-12 15:20:28,023][demucs.solver][INFO] - Train | Epoch 304 | 12/14 | 0.69 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.2399
[2024-12-12 15:20:28,820][demucs.solver][INFO] - Train | Epoch 304 | 13/14 | 0.71 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.2374
[2024-12-12 15:20:29,163][demucs.solver][INFO] - Train Summary | Epoch 304 | Loss=0.2571 | Reco=0.2571 | Grad=0.2374
[2024-12-12 15:20:29,164][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:20:29,164][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:20:31,891][demucs.solver][INFO] - Valid | Epoch 304 | 1/20 | 1.68 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.242
[2024-12-12 15:20:32,349][demucs.solver][INFO] - Valid | Epoch 304 | 2/20 | 1.82 it/sec | Loss 0.4482 | Reco 0.4482 | Nsdr 1.155
[2024-12-12 15:20:32,732][demucs.solver][INFO] - Valid | Epoch 304 | 3/20 | 1.97 it/sec | Loss 0.4935 | Reco 0.4935 | Nsdr 1.201
[2024-12-12 15:20:32,959][demucs.solver][INFO] - Valid | Epoch 304 | 4/20 | 2.22 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.216
[2024-12-12 15:20:33,211][demucs.solver][INFO] - Valid | Epoch 304 | 5/20 | 2.39 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.200
[2024-12-12 15:20:33,417][demucs.solver][INFO] - Valid | Epoch 304 | 6/20 | 2.58 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.203
[2024-12-12 15:20:33,613][demucs.solver][INFO] - Valid | Epoch 304 | 7/20 | 2.75 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.212
[2024-12-12 15:20:33,883][demucs.solver][INFO] - Valid | Epoch 304 | 8/20 | 2.83 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.205
[2024-12-12 15:20:34,175][demucs.solver][INFO] - Valid | Epoch 304 | 9/20 | 2.88 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.207
[2024-12-12 15:20:34,413][demucs.solver][INFO] - Valid | Epoch 304 | 10/20 | 2.96 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.195
[2024-12-12 15:20:34,646][demucs.solver][INFO] - Valid | Epoch 304 | 11/20 | 3.04 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.190
[2024-12-12 15:20:34,894][demucs.solver][INFO] - Valid | Epoch 304 | 12/20 | 3.10 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.171
[2024-12-12 15:20:35,100][demucs.solver][INFO] - Valid | Epoch 304 | 13/20 | 3.18 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.170
[2024-12-12 15:20:35,260][demucs.solver][INFO] - Valid | Epoch 304 | 14/20 | 3.29 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.172
[2024-12-12 15:20:35,482][demucs.solver][INFO] - Valid | Epoch 304 | 15/20 | 3.35 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.175
[2024-12-12 15:20:35,681][demucs.solver][INFO] - Valid | Epoch 304 | 16/20 | 3.41 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.179
[2024-12-12 15:20:35,879][demucs.solver][INFO] - Valid | Epoch 304 | 17/20 | 3.48 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.190
[2024-12-12 15:20:36,077][demucs.solver][INFO] - Valid | Epoch 304 | 18/20 | 3.54 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.175
[2024-12-12 15:20:36,251][demucs.solver][INFO] - Valid | Epoch 304 | 19/20 | 3.60 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.182
[2024-12-12 15:20:36,882][demucs.solver][INFO] - Valid Summary | Epoch 304 | Loss=0.5430 | Reco=0.5430 | Nsdr=1.182 | Best=0.5430 | Bname=main
[2024-12-12 15:20:36,882][demucs.solver][INFO] - New best valid loss 0.5430
[2024-12-12 15:20:38,699][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:20:38,699][demucs.solver][INFO] - Training...
[2024-12-12 15:20:45,139][demucs.solver][INFO] - Train | Epoch 305 | 1/14 | 0.41 it/sec | Loss 0.2629 | Reco 0.2629 | Grad 0.2551
[2024-12-12 15:20:47,654][demucs.solver][INFO] - Train | Epoch 305 | 2/14 | 0.41 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.2632
[2024-12-12 15:20:48,462][demucs.solver][INFO] - Train | Epoch 305 | 3/14 | 0.49 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.2221
[2024-12-12 15:20:49,131][demucs.solver][INFO] - Train | Epoch 305 | 4/14 | 0.57 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.2133
[2024-12-12 15:20:49,830][demucs.solver][INFO] - Train | Epoch 305 | 5/14 | 0.63 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.2029
[2024-12-12 15:20:50,475][demucs.solver][INFO] - Train | Epoch 305 | 6/14 | 0.69 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.2306
[2024-12-12 15:20:51,144][demucs.solver][INFO] - Train | Epoch 305 | 7/14 | 0.74 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.2545
[2024-12-12 15:20:51,785][demucs.solver][INFO] - Train | Epoch 305 | 8/14 | 0.78 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.2407
[2024-12-12 15:20:52,429][demucs.solver][INFO] - Train | Epoch 305 | 9/14 | 0.82 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.2282
[2024-12-12 15:20:53,073][demucs.solver][INFO] - Train | Epoch 305 | 10/14 | 0.86 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 0.2241
[2024-12-12 15:20:53,726][demucs.solver][INFO] - Train | Epoch 305 | 11/14 | 0.89 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.2256
[2024-12-12 15:20:54,738][demucs.solver][INFO] - Train | Epoch 305 | 12/14 | 0.90 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.2196
[2024-12-12 15:20:55,469][demucs.solver][INFO] - Train | Epoch 305 | 13/14 | 0.92 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.2127
[2024-12-12 15:20:55,819][demucs.solver][INFO] - Train Summary | Epoch 305 | Loss=0.2412 | Reco=0.2412 | Grad=0.2127
[2024-12-12 15:20:55,820][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:20:55,820][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:20:58,130][demucs.solver][INFO] - Valid | Epoch 305 | 1/20 | 2.85 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.207
[2024-12-12 15:20:58,425][demucs.solver][INFO] - Valid | Epoch 305 | 2/20 | 3.01 it/sec | Loss 0.4495 | Reco 0.4495 | Nsdr 1.133
[2024-12-12 15:20:58,647][demucs.solver][INFO] - Valid | Epoch 305 | 3/20 | 3.28 it/sec | Loss 0.4947 | Reco 0.4947 | Nsdr 1.175
[2024-12-12 15:20:58,848][demucs.solver][INFO] - Valid | Epoch 305 | 4/20 | 3.52 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.185
[2024-12-12 15:20:59,053][demucs.solver][INFO] - Valid | Epoch 305 | 5/20 | 3.69 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.169
[2024-12-12 15:20:59,259][demucs.solver][INFO] - Valid | Epoch 305 | 6/20 | 3.82 it/sec | Loss 0.5185 | Reco 0.5185 | Nsdr 1.171
[2024-12-12 15:20:59,415][demucs.solver][INFO] - Valid | Epoch 305 | 7/20 | 4.03 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.177
[2024-12-12 15:20:59,614][demucs.solver][INFO] - Valid | Epoch 305 | 8/20 | 4.12 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.170
[2024-12-12 15:20:59,836][demucs.solver][INFO] - Valid | Epoch 305 | 9/20 | 4.15 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.170
[2024-12-12 15:21:00,032][demucs.solver][INFO] - Valid | Epoch 305 | 10/20 | 4.22 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.160
[2024-12-12 15:21:00,209][demucs.solver][INFO] - Valid | Epoch 305 | 11/20 | 4.31 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.156
[2024-12-12 15:21:00,387][demucs.solver][INFO] - Valid | Epoch 305 | 12/20 | 4.39 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.138
[2024-12-12 15:21:00,605][demucs.solver][INFO] - Valid | Epoch 305 | 13/20 | 4.41 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.138
[2024-12-12 15:21:00,825][demucs.solver][INFO] - Valid | Epoch 305 | 14/20 | 4.42 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.139
[2024-12-12 15:21:01,025][demucs.solver][INFO] - Valid | Epoch 305 | 15/20 | 4.45 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.142
[2024-12-12 15:21:01,201][demucs.solver][INFO] - Valid | Epoch 305 | 16/20 | 4.51 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.145
[2024-12-12 15:21:01,398][demucs.solver][INFO] - Valid | Epoch 305 | 17/20 | 4.53 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.156
[2024-12-12 15:21:01,594][demucs.solver][INFO] - Valid | Epoch 305 | 18/20 | 4.56 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.143
[2024-12-12 15:21:01,790][demucs.solver][INFO] - Valid | Epoch 305 | 19/20 | 4.59 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.148
[2024-12-12 15:21:02,408][demucs.solver][INFO] - Valid Summary | Epoch 305 | Loss=0.5449 | Reco=0.5449 | Nsdr=1.148 | Best=0.5430 | Bname=main
[2024-12-12 15:21:03,768][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:21:03,768][demucs.solver][INFO] - Training...
[2024-12-12 15:21:12,073][demucs.solver][INFO] - Train | Epoch 306 | 1/14 | 0.30 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.2936
[2024-12-12 15:21:14,075][demucs.solver][INFO] - Train | Epoch 306 | 2/14 | 0.34 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 0.2772
[2024-12-12 15:21:14,725][demucs.solver][INFO] - Train | Epoch 306 | 3/14 | 0.42 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 0.2429
[2024-12-12 15:21:15,372][demucs.solver][INFO] - Train | Epoch 306 | 4/14 | 0.50 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 0.2315
[2024-12-12 15:21:16,019][demucs.solver][INFO] - Train | Epoch 306 | 5/14 | 0.56 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.2077
[2024-12-12 15:21:16,665][demucs.solver][INFO] - Train | Epoch 306 | 6/14 | 0.62 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.2431
[2024-12-12 15:21:17,322][demucs.solver][INFO] - Train | Epoch 306 | 7/14 | 0.67 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.2196
[2024-12-12 15:21:17,959][demucs.solver][INFO] - Train | Epoch 306 | 8/14 | 0.71 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.2573
[2024-12-12 15:21:18,597][demucs.solver][INFO] - Train | Epoch 306 | 9/14 | 0.75 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.2458
[2024-12-12 15:21:19,232][demucs.solver][INFO] - Train | Epoch 306 | 10/14 | 0.79 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.2350
[2024-12-12 15:21:19,868][demucs.solver][INFO] - Train | Epoch 306 | 11/14 | 0.82 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.2526
[2024-12-12 15:21:20,504][demucs.solver][INFO] - Train | Epoch 306 | 12/14 | 0.86 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.2431
[2024-12-12 15:21:21,137][demucs.solver][INFO] - Train | Epoch 306 | 13/14 | 0.88 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.2348
[2024-12-12 15:21:21,478][demucs.solver][INFO] - Train Summary | Epoch 306 | Loss=0.2522 | Reco=0.2522 | Grad=0.2348
[2024-12-12 15:21:21,479][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:21:21,479][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:21:23,782][demucs.solver][INFO] - Valid | Epoch 306 | 1/20 | 2.87 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.215
[2024-12-12 15:21:24,096][demucs.solver][INFO] - Valid | Epoch 306 | 2/20 | 2.97 it/sec | Loss 0.4492 | Reco 0.4492 | Nsdr 1.134
[2024-12-12 15:21:24,416][demucs.solver][INFO] - Valid | Epoch 306 | 3/20 | 3.00 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.168
[2024-12-12 15:21:24,715][demucs.solver][INFO] - Valid | Epoch 306 | 4/20 | 3.07 it/sec | Loss 0.5124 | Reco 0.5124 | Nsdr 1.195
[2024-12-12 15:21:24,871][demucs.solver][INFO] - Valid | Epoch 306 | 5/20 | 3.36 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 1.187
[2024-12-12 15:21:25,136][demucs.solver][INFO] - Valid | Epoch 306 | 6/20 | 3.41 it/sec | Loss 0.5170 | Reco 0.5170 | Nsdr 1.195
[2024-12-12 15:21:25,308][demucs.solver][INFO] - Valid | Epoch 306 | 7/20 | 3.60 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.206
[2024-12-12 15:21:25,486][demucs.solver][INFO] - Valid | Epoch 306 | 8/20 | 3.75 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.203
[2024-12-12 15:21:25,648][demucs.solver][INFO] - Valid | Epoch 306 | 9/20 | 3.90 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.209
[2024-12-12 15:21:25,850][demucs.solver][INFO] - Valid | Epoch 306 | 10/20 | 3.98 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.195
[2024-12-12 15:21:26,055][demucs.solver][INFO] - Valid | Epoch 306 | 11/20 | 4.04 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.189
[2024-12-12 15:21:26,286][demucs.solver][INFO] - Valid | Epoch 306 | 12/20 | 4.06 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.170
[2024-12-12 15:21:26,465][demucs.solver][INFO] - Valid | Epoch 306 | 13/20 | 4.14 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.171
[2024-12-12 15:21:26,664][demucs.solver][INFO] - Valid | Epoch 306 | 14/20 | 4.19 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.174
[2024-12-12 15:21:26,883][demucs.solver][INFO] - Valid | Epoch 306 | 15/20 | 4.21 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.179
[2024-12-12 15:21:27,089][demucs.solver][INFO] - Valid | Epoch 306 | 16/20 | 4.25 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.184
[2024-12-12 15:21:27,245][demucs.solver][INFO] - Valid | Epoch 306 | 17/20 | 4.33 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.184
[2024-12-12 15:21:27,444][demucs.solver][INFO] - Valid | Epoch 306 | 18/20 | 4.36 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.169
[2024-12-12 15:21:27,665][demucs.solver][INFO] - Valid | Epoch 306 | 19/20 | 4.37 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.177
[2024-12-12 15:21:28,133][demucs.solver][INFO] - Valid Summary | Epoch 306 | Loss=0.5427 | Reco=0.5427 | Nsdr=1.177 | Best=0.5427 | Bname=main
[2024-12-12 15:21:28,134][demucs.solver][INFO] - New best valid loss 0.5427
[2024-12-12 15:21:29,956][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:21:29,957][demucs.solver][INFO] - Training...
[2024-12-12 15:21:38,394][demucs.solver][INFO] - Train | Epoch 307 | 1/14 | 0.29 it/sec | Loss 0.2286 | Reco 0.2286 | Grad 0.1956
[2024-12-12 15:21:39,040][demucs.solver][INFO] - Train | Epoch 307 | 2/14 | 0.40 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.2008
[2024-12-12 15:21:39,688][demucs.solver][INFO] - Train | Epoch 307 | 3/14 | 0.49 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.1783
[2024-12-12 15:21:40,350][demucs.solver][INFO] - Train | Epoch 307 | 4/14 | 0.57 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.1635
[2024-12-12 15:21:40,996][demucs.solver][INFO] - Train | Epoch 307 | 5/14 | 0.64 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.2092
[2024-12-12 15:21:41,645][demucs.solver][INFO] - Train | Epoch 307 | 6/14 | 0.70 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.1944
[2024-12-12 15:21:42,460][demucs.solver][INFO] - Train | Epoch 307 | 7/14 | 0.73 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.2204
[2024-12-12 15:21:43,716][demucs.solver][INFO] - Train | Epoch 307 | 8/14 | 0.74 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.2163
[2024-12-12 15:21:44,954][demucs.solver][INFO] - Train | Epoch 307 | 9/14 | 0.75 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.2410
[2024-12-12 15:21:46,193][demucs.solver][INFO] - Train | Epoch 307 | 10/14 | 0.75 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.2361
[2024-12-12 15:21:47,408][demucs.solver][INFO] - Train | Epoch 307 | 11/14 | 0.76 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.2489
[2024-12-12 15:21:48,492][demucs.solver][INFO] - Train | Epoch 307 | 12/14 | 0.77 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.2348
[2024-12-12 15:21:49,207][demucs.solver][INFO] - Train | Epoch 307 | 13/14 | 0.79 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.2323
[2024-12-12 15:21:49,541][demucs.solver][INFO] - Train Summary | Epoch 307 | Loss=0.2560 | Reco=0.2560 | Grad=0.2323
[2024-12-12 15:21:49,541][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:21:49,542][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:21:52,155][demucs.solver][INFO] - Valid | Epoch 307 | 1/20 | 2.07 it/sec | Loss 0.5820 | Reco 0.5820 | Nsdr 1.150
[2024-12-12 15:21:52,418][demucs.solver][INFO] - Valid | Epoch 307 | 2/20 | 2.44 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.089
[2024-12-12 15:21:52,663][demucs.solver][INFO] - Valid | Epoch 307 | 3/20 | 2.71 it/sec | Loss 0.4989 | Reco 0.4989 | Nsdr 1.118
[2024-12-12 15:21:52,888][demucs.solver][INFO] - Valid | Epoch 307 | 4/20 | 2.94 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.126
[2024-12-12 15:21:53,104][demucs.solver][INFO] - Valid | Epoch 307 | 5/20 | 3.13 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.102
[2024-12-12 15:21:53,279][demucs.solver][INFO] - Valid | Epoch 307 | 6/20 | 3.35 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.109
[2024-12-12 15:21:53,498][demucs.solver][INFO] - Valid | Epoch 307 | 7/20 | 3.46 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.116
[2024-12-12 15:21:53,651][demucs.solver][INFO] - Valid | Epoch 307 | 8/20 | 3.65 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.104
[2024-12-12 15:21:53,851][demucs.solver][INFO] - Valid | Epoch 307 | 9/20 | 3.75 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.103
[2024-12-12 15:21:54,054][demucs.solver][INFO] - Valid | Epoch 307 | 10/20 | 3.84 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.096
[2024-12-12 15:21:54,235][demucs.solver][INFO] - Valid | Epoch 307 | 11/20 | 3.94 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.094
[2024-12-12 15:21:54,456][demucs.solver][INFO] - Valid | Epoch 307 | 12/20 | 3.98 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.078
[2024-12-12 15:21:54,653][demucs.solver][INFO] - Valid | Epoch 307 | 13/20 | 4.04 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.081
[2024-12-12 15:21:54,827][demucs.solver][INFO] - Valid | Epoch 307 | 14/20 | 4.12 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.083
[2024-12-12 15:21:55,023][demucs.solver][INFO] - Valid | Epoch 307 | 15/20 | 4.17 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.086
[2024-12-12 15:21:55,239][demucs.solver][INFO] - Valid | Epoch 307 | 16/20 | 4.19 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.092
[2024-12-12 15:21:55,436][demucs.solver][INFO] - Valid | Epoch 307 | 17/20 | 4.24 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.098
[2024-12-12 15:21:55,656][demucs.solver][INFO] - Valid | Epoch 307 | 18/20 | 4.25 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.086
[2024-12-12 15:21:55,854][demucs.solver][INFO] - Valid | Epoch 307 | 19/20 | 4.29 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.091
[2024-12-12 15:21:56,246][demucs.solver][INFO] - Valid Summary | Epoch 307 | Loss=0.5499 | Reco=0.5499 | Nsdr=1.091 | Best=0.5427 | Bname=main
[2024-12-12 15:21:57,794][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:21:57,795][demucs.solver][INFO] - Training...
[2024-12-12 15:22:06,020][demucs.solver][INFO] - Train | Epoch 308 | 1/14 | 0.32 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 0.5039
[2024-12-12 15:22:07,755][demucs.solver][INFO] - Train | Epoch 308 | 2/14 | 0.37 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 0.6012
[2024-12-12 15:22:08,399][demucs.solver][INFO] - Train | Epoch 308 | 3/14 | 0.46 it/sec | Loss 0.2624 | Reco 0.2624 | Grad 0.4832
[2024-12-12 15:22:09,044][demucs.solver][INFO] - Train | Epoch 308 | 4/14 | 0.53 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.3992
[2024-12-12 15:22:09,684][demucs.solver][INFO] - Train | Epoch 308 | 5/14 | 0.60 it/sec | Loss 0.2623 | Reco 0.2623 | Grad 0.4028
[2024-12-12 15:22:10,320][demucs.solver][INFO] - Train | Epoch 308 | 6/14 | 0.66 it/sec | Loss 0.2644 | Reco 0.2644 | Grad 0.3933
[2024-12-12 15:22:10,957][demucs.solver][INFO] - Train | Epoch 308 | 7/14 | 0.71 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.3698
[2024-12-12 15:22:11,593][demucs.solver][INFO] - Train | Epoch 308 | 8/14 | 0.76 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.3685
[2024-12-12 15:22:12,228][demucs.solver][INFO] - Train | Epoch 308 | 9/14 | 0.80 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.3961
[2024-12-12 15:22:12,863][demucs.solver][INFO] - Train | Epoch 308 | 10/14 | 0.84 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.3733
[2024-12-12 15:22:13,499][demucs.solver][INFO] - Train | Epoch 308 | 11/14 | 0.87 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.3681
[2024-12-12 15:22:14,140][demucs.solver][INFO] - Train | Epoch 308 | 12/14 | 0.90 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.3533
[2024-12-12 15:22:14,775][demucs.solver][INFO] - Train | Epoch 308 | 13/14 | 0.93 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.3466
[2024-12-12 15:22:15,140][demucs.solver][INFO] - Train Summary | Epoch 308 | Loss=0.2543 | Reco=0.2543 | Grad=0.3466
[2024-12-12 15:22:15,140][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:22:15,140][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:22:17,467][demucs.solver][INFO] - Valid | Epoch 308 | 1/20 | 3.05 it/sec | Loss 0.5823 | Reco 0.5823 | Nsdr 1.145
[2024-12-12 15:22:17,765][demucs.solver][INFO] - Valid | Epoch 308 | 2/20 | 3.14 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.077
[2024-12-12 15:22:17,954][demucs.solver][INFO] - Valid | Epoch 308 | 3/20 | 3.50 it/sec | Loss 0.4992 | Reco 0.4992 | Nsdr 1.110
[2024-12-12 15:22:18,166][demucs.solver][INFO] - Valid | Epoch 308 | 4/20 | 3.69 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.128
[2024-12-12 15:22:18,381][demucs.solver][INFO] - Valid | Epoch 308 | 5/20 | 3.82 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.109
[2024-12-12 15:22:18,614][demucs.solver][INFO] - Valid | Epoch 308 | 6/20 | 3.88 it/sec | Loss 0.5232 | Reco 0.5232 | Nsdr 1.118
[2024-12-12 15:22:18,812][demucs.solver][INFO] - Valid | Epoch 308 | 7/20 | 4.00 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.127
[2024-12-12 15:22:19,008][demucs.solver][INFO] - Valid | Epoch 308 | 8/20 | 4.10 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.117
[2024-12-12 15:22:19,210][demucs.solver][INFO] - Valid | Epoch 308 | 9/20 | 4.17 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.121
[2024-12-12 15:22:19,384][demucs.solver][INFO] - Valid | Epoch 308 | 10/20 | 4.27 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.111
[2024-12-12 15:22:19,605][demucs.solver][INFO] - Valid | Epoch 308 | 11/20 | 4.29 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.108
[2024-12-12 15:22:19,766][demucs.solver][INFO] - Valid | Epoch 308 | 12/20 | 4.40 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.091
[2024-12-12 15:22:19,962][demucs.solver][INFO] - Valid | Epoch 308 | 13/20 | 4.44 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.093
[2024-12-12 15:22:20,180][demucs.solver][INFO] - Valid | Epoch 308 | 14/20 | 4.45 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.096
[2024-12-12 15:22:20,398][demucs.solver][INFO] - Valid | Epoch 308 | 15/20 | 4.46 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.100
[2024-12-12 15:22:20,576][demucs.solver][INFO] - Valid | Epoch 308 | 16/20 | 4.51 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.104
[2024-12-12 15:22:20,754][demucs.solver][INFO] - Valid | Epoch 308 | 17/20 | 4.56 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.107
[2024-12-12 15:22:20,950][demucs.solver][INFO] - Valid | Epoch 308 | 18/20 | 4.59 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.095
[2024-12-12 15:22:21,103][demucs.solver][INFO] - Valid | Epoch 308 | 19/20 | 4.66 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.101
[2024-12-12 15:22:21,524][demucs.solver][INFO] - Valid Summary | Epoch 308 | Loss=0.5495 | Reco=0.5495 | Nsdr=1.101 | Best=0.5427 | Bname=main
[2024-12-12 15:22:22,922][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:22:22,922][demucs.solver][INFO] - Training...
[2024-12-12 15:22:29,777][demucs.solver][INFO] - Train | Epoch 309 | 1/14 | 0.39 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.4979
[2024-12-12 15:22:30,442][demucs.solver][INFO] - Train | Epoch 309 | 2/14 | 0.51 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.3808
[2024-12-12 15:22:31,092][demucs.solver][INFO] - Train | Epoch 309 | 3/14 | 0.62 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.3388
[2024-12-12 15:22:31,744][demucs.solver][INFO] - Train | Epoch 309 | 4/14 | 0.70 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.3417
[2024-12-12 15:22:32,390][demucs.solver][INFO] - Train | Epoch 309 | 5/14 | 0.77 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.3224
[2024-12-12 15:22:33,032][demucs.solver][INFO] - Train | Epoch 309 | 6/14 | 0.83 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.3167
[2024-12-12 15:22:33,669][demucs.solver][INFO] - Train | Epoch 309 | 7/14 | 0.88 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.2831
[2024-12-12 15:22:34,302][demucs.solver][INFO] - Train | Epoch 309 | 8/14 | 0.93 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.2880
[2024-12-12 15:22:34,935][demucs.solver][INFO] - Train | Epoch 309 | 9/14 | 0.97 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.2694
[2024-12-12 15:22:35,570][demucs.solver][INFO] - Train | Epoch 309 | 10/14 | 1.00 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.2815
[2024-12-12 15:22:36,206][demucs.solver][INFO] - Train | Epoch 309 | 11/14 | 1.03 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.2708
[2024-12-12 15:22:36,842][demucs.solver][INFO] - Train | Epoch 309 | 12/14 | 1.06 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.2673
[2024-12-12 15:22:37,474][demucs.solver][INFO] - Train | Epoch 309 | 13/14 | 1.09 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.2572
[2024-12-12 15:22:37,810][demucs.solver][INFO] - Train Summary | Epoch 309 | Loss=0.2518 | Reco=0.2518 | Grad=0.2572
[2024-12-12 15:22:37,810][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:22:37,810][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:22:40,302][demucs.solver][INFO] - Valid | Epoch 309 | 1/20 | 2.15 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.193
[2024-12-12 15:22:40,807][demucs.solver][INFO] - Valid | Epoch 309 | 2/20 | 2.09 it/sec | Loss 0.4513 | Reco 0.4513 | Nsdr 1.106
[2024-12-12 15:22:41,008][demucs.solver][INFO] - Valid | Epoch 309 | 3/20 | 2.45 it/sec | Loss 0.4970 | Reco 0.4970 | Nsdr 1.147
[2024-12-12 15:22:41,249][demucs.solver][INFO] - Valid | Epoch 309 | 4/20 | 2.66 it/sec | Loss 0.5147 | Reco 0.5147 | Nsdr 1.171
[2024-12-12 15:22:41,454][demucs.solver][INFO] - Valid | Epoch 309 | 5/20 | 2.88 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.161
[2024-12-12 15:22:41,634][demucs.solver][INFO] - Valid | Epoch 309 | 6/20 | 3.10 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 1.167
[2024-12-12 15:22:41,855][demucs.solver][INFO] - Valid | Epoch 309 | 7/20 | 3.22 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.178
[2024-12-12 15:22:42,054][demucs.solver][INFO] - Valid | Epoch 309 | 8/20 | 3.36 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.175
[2024-12-12 15:22:42,277][demucs.solver][INFO] - Valid | Epoch 309 | 9/20 | 3.44 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.181
[2024-12-12 15:22:42,453][demucs.solver][INFO] - Valid | Epoch 309 | 10/20 | 3.57 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.167
[2024-12-12 15:22:42,656][demucs.solver][INFO] - Valid | Epoch 309 | 11/20 | 3.66 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.161
[2024-12-12 15:22:42,837][demucs.solver][INFO] - Valid | Epoch 309 | 12/20 | 3.75 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.142
[2024-12-12 15:22:43,065][demucs.solver][INFO] - Valid | Epoch 309 | 13/20 | 3.79 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.142
[2024-12-12 15:22:43,284][demucs.solver][INFO] - Valid | Epoch 309 | 14/20 | 3.84 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.145
[2024-12-12 15:22:43,503][demucs.solver][INFO] - Valid | Epoch 309 | 15/20 | 3.87 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.150
[2024-12-12 15:22:43,700][demucs.solver][INFO] - Valid | Epoch 309 | 16/20 | 3.93 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.153
[2024-12-12 15:22:43,856][demucs.solver][INFO] - Valid | Epoch 309 | 17/20 | 4.01 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.159
[2024-12-12 15:22:44,055][demucs.solver][INFO] - Valid | Epoch 309 | 18/20 | 4.06 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.143
[2024-12-12 15:22:44,213][demucs.solver][INFO] - Valid | Epoch 309 | 19/20 | 4.13 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.151
[2024-12-12 15:22:44,619][demucs.solver][INFO] - Valid Summary | Epoch 309 | Loss=0.5451 | Reco=0.5451 | Nsdr=1.151 | Best=0.5427 | Bname=main
[2024-12-12 15:22:45,948][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:22:45,948][demucs.solver][INFO] - Training...
[2024-12-12 15:22:57,463][demucs.solver][INFO] - Train | Epoch 310 | 1/14 | 0.20 it/sec | Loss 0.2315 | Reco 0.2315 | Grad 0.1330
[2024-12-12 15:22:58,123][demucs.solver][INFO] - Train | Epoch 310 | 2/14 | 0.28 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 0.1614
[2024-12-12 15:22:58,829][demucs.solver][INFO] - Train | Epoch 310 | 3/14 | 0.35 it/sec | Loss 0.2336 | Reco 0.2336 | Grad 0.1395
[2024-12-12 15:22:59,469][demucs.solver][INFO] - Train | Epoch 310 | 4/14 | 0.42 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 0.1388
[2024-12-12 15:23:00,105][demucs.solver][INFO] - Train | Epoch 310 | 5/14 | 0.48 it/sec | Loss 0.2348 | Reco 0.2348 | Grad 0.1333
[2024-12-12 15:23:00,740][demucs.solver][INFO] - Train | Epoch 310 | 6/14 | 0.53 it/sec | Loss 0.2322 | Reco 0.2322 | Grad 0.1215
[2024-12-12 15:23:01,374][demucs.solver][INFO] - Train | Epoch 310 | 7/14 | 0.58 it/sec | Loss 0.2315 | Reco 0.2315 | Grad 0.1269
[2024-12-12 15:23:02,012][demucs.solver][INFO] - Train | Epoch 310 | 8/14 | 0.62 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 0.1228
[2024-12-12 15:23:02,648][demucs.solver][INFO] - Train | Epoch 310 | 9/14 | 0.66 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.1221
[2024-12-12 15:23:03,285][demucs.solver][INFO] - Train | Epoch 310 | 10/14 | 0.70 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.1305
[2024-12-12 15:23:03,919][demucs.solver][INFO] - Train | Epoch 310 | 11/14 | 0.73 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.1572
[2024-12-12 15:23:04,553][demucs.solver][INFO] - Train | Epoch 310 | 12/14 | 0.76 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.1556
[2024-12-12 15:23:05,190][demucs.solver][INFO] - Train | Epoch 310 | 13/14 | 0.79 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.1506
[2024-12-12 15:23:05,542][demucs.solver][INFO] - Train Summary | Epoch 310 | Loss=0.2415 | Reco=0.2415 | Grad=0.1506
[2024-12-12 15:23:05,543][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:23:05,543][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:23:08,241][demucs.solver][INFO] - Valid | Epoch 310 | 1/20 | 1.79 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.152
[2024-12-12 15:23:08,651][demucs.solver][INFO] - Valid | Epoch 310 | 2/20 | 1.96 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.073
[2024-12-12 15:23:08,908][demucs.solver][INFO] - Valid | Epoch 310 | 3/20 | 2.24 it/sec | Loss 0.4989 | Reco 0.4989 | Nsdr 1.110
[2024-12-12 15:23:09,161][demucs.solver][INFO] - Valid | Epoch 310 | 4/20 | 2.45 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.136
[2024-12-12 15:23:09,455][demucs.solver][INFO] - Valid | Epoch 310 | 5/20 | 2.57 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.125
[2024-12-12 15:23:09,615][demucs.solver][INFO] - Valid | Epoch 310 | 6/20 | 2.81 it/sec | Loss 0.5216 | Reco 0.5216 | Nsdr 1.131
[2024-12-12 15:23:09,801][demucs.solver][INFO] - Valid | Epoch 310 | 7/20 | 2.98 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.143
[2024-12-12 15:23:10,087][demucs.solver][INFO] - Valid | Epoch 310 | 8/20 | 3.03 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.139
[2024-12-12 15:23:10,272][demucs.solver][INFO] - Valid | Epoch 310 | 9/20 | 3.17 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.144
[2024-12-12 15:23:10,427][demucs.solver][INFO] - Valid | Epoch 310 | 10/20 | 3.33 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.132
[2024-12-12 15:23:10,625][demucs.solver][INFO] - Valid | Epoch 310 | 11/20 | 3.42 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.127
[2024-12-12 15:23:10,831][demucs.solver][INFO] - Valid | Epoch 310 | 12/20 | 3.50 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.109
[2024-12-12 15:23:11,028][demucs.solver][INFO] - Valid | Epoch 310 | 13/20 | 3.58 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.110
[2024-12-12 15:23:11,235][demucs.solver][INFO] - Valid | Epoch 310 | 14/20 | 3.65 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.113
[2024-12-12 15:23:11,455][demucs.solver][INFO] - Valid | Epoch 310 | 15/20 | 3.69 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.118
[2024-12-12 15:23:11,685][demucs.solver][INFO] - Valid | Epoch 310 | 16/20 | 3.72 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.121
[2024-12-12 15:23:11,910][demucs.solver][INFO] - Valid | Epoch 310 | 17/20 | 3.76 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.125
[2024-12-12 15:23:12,130][demucs.solver][INFO] - Valid | Epoch 310 | 18/20 | 3.79 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.110
[2024-12-12 15:23:12,326][demucs.solver][INFO] - Valid | Epoch 310 | 19/20 | 3.84 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.118
[2024-12-12 15:23:12,752][demucs.solver][INFO] - Valid Summary | Epoch 310 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.118 | Best=0.5427 | Bname=main
[2024-12-12 15:23:14,237][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:23:14,238][demucs.solver][INFO] - Training...
[2024-12-12 15:23:25,625][demucs.solver][INFO] - Train | Epoch 311 | 1/14 | 0.21 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 0.1049
[2024-12-12 15:23:26,274][demucs.solver][INFO] - Train | Epoch 311 | 2/14 | 0.29 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 0.2011
[2024-12-12 15:23:26,916][demucs.solver][INFO] - Train | Epoch 311 | 3/14 | 0.37 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.1877
[2024-12-12 15:23:27,554][demucs.solver][INFO] - Train | Epoch 311 | 4/14 | 0.43 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.2296
[2024-12-12 15:23:28,187][demucs.solver][INFO] - Train | Epoch 311 | 5/14 | 0.49 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.2020
[2024-12-12 15:23:28,822][demucs.solver][INFO] - Train | Epoch 311 | 6/14 | 0.55 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.2062
[2024-12-12 15:23:29,460][demucs.solver][INFO] - Train | Epoch 311 | 7/14 | 0.59 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.1913
[2024-12-12 15:23:30,095][demucs.solver][INFO] - Train | Epoch 311 | 8/14 | 0.64 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.1838
[2024-12-12 15:23:30,731][demucs.solver][INFO] - Train | Epoch 311 | 9/14 | 0.68 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.2067
[2024-12-12 15:23:31,366][demucs.solver][INFO] - Train | Epoch 311 | 10/14 | 0.72 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 0.2169
[2024-12-12 15:23:32,008][demucs.solver][INFO] - Train | Epoch 311 | 11/14 | 0.75 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.2203
[2024-12-12 15:23:32,643][demucs.solver][INFO] - Train | Epoch 311 | 12/14 | 0.78 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.2127
[2024-12-12 15:23:33,280][demucs.solver][INFO] - Train | Epoch 311 | 13/14 | 0.81 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.2069
[2024-12-12 15:23:33,660][demucs.solver][INFO] - Train Summary | Epoch 311 | Loss=0.2572 | Reco=0.2572 | Grad=0.2069
[2024-12-12 15:23:33,661][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:23:33,661][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:23:36,935][demucs.solver][INFO] - Valid | Epoch 311 | 1/20 | 1.20 it/sec | Loss 0.5794 | Reco 0.5794 | Nsdr 1.190
[2024-12-12 15:23:37,208][demucs.solver][INFO] - Valid | Epoch 311 | 2/20 | 1.55 it/sec | Loss 0.4511 | Reco 0.4511 | Nsdr 1.106
[2024-12-12 15:23:37,472][demucs.solver][INFO] - Valid | Epoch 311 | 3/20 | 1.82 it/sec | Loss 0.4968 | Reco 0.4968 | Nsdr 1.147
[2024-12-12 15:23:37,829][demucs.solver][INFO] - Valid | Epoch 311 | 4/20 | 1.96 it/sec | Loss 0.5147 | Reco 0.5147 | Nsdr 1.168
[2024-12-12 15:23:38,134][demucs.solver][INFO] - Valid | Epoch 311 | 5/20 | 2.10 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.154
[2024-12-12 15:23:38,420][demucs.solver][INFO] - Valid | Epoch 311 | 6/20 | 2.23 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.158
[2024-12-12 15:23:38,768][demucs.solver][INFO] - Valid | Epoch 311 | 7/20 | 2.29 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.169
[2024-12-12 15:23:39,034][demucs.solver][INFO] - Valid | Epoch 311 | 8/20 | 2.39 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.162
[2024-12-12 15:23:39,424][demucs.solver][INFO] - Valid | Epoch 311 | 9/20 | 2.41 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.166
[2024-12-12 15:23:39,854][demucs.solver][INFO] - Valid | Epoch 311 | 10/20 | 2.40 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.156
[2024-12-12 15:23:40,309][demucs.solver][INFO] - Valid | Epoch 311 | 11/20 | 2.38 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.150
[2024-12-12 15:23:40,664][demucs.solver][INFO] - Valid | Epoch 311 | 12/20 | 2.41 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.131
[2024-12-12 15:23:40,922][demucs.solver][INFO] - Valid | Epoch 311 | 13/20 | 2.48 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.130
[2024-12-12 15:23:41,257][demucs.solver][INFO] - Valid | Epoch 311 | 14/20 | 2.51 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.133
[2024-12-12 15:23:41,487][demucs.solver][INFO] - Valid | Epoch 311 | 15/20 | 2.58 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.137
[2024-12-12 15:23:41,696][demucs.solver][INFO] - Valid | Epoch 311 | 16/20 | 2.65 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.141
[2024-12-12 15:23:41,918][demucs.solver][INFO] - Valid | Epoch 311 | 17/20 | 2.71 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.149
[2024-12-12 15:23:42,123][demucs.solver][INFO] - Valid | Epoch 311 | 18/20 | 2.77 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.134
[2024-12-12 15:23:42,301][demucs.solver][INFO] - Valid | Epoch 311 | 19/20 | 2.85 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.142
[2024-12-12 15:23:42,733][demucs.solver][INFO] - Valid Summary | Epoch 311 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.142 | Best=0.5427 | Bname=main
[2024-12-12 15:23:44,138][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:23:44,138][demucs.solver][INFO] - Training...
[2024-12-12 15:23:51,928][demucs.solver][INFO] - Train | Epoch 312 | 1/14 | 0.32 it/sec | Loss 0.2268 | Reco 0.2268 | Grad 0.1370
[2024-12-12 15:23:52,579][demucs.solver][INFO] - Train | Epoch 312 | 2/14 | 0.43 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.1683
[2024-12-12 15:23:53,226][demucs.solver][INFO] - Train | Epoch 312 | 3/14 | 0.53 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.1856
[2024-12-12 15:23:53,869][demucs.solver][INFO] - Train | Epoch 312 | 4/14 | 0.61 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.2284
[2024-12-12 15:23:54,512][demucs.solver][INFO] - Train | Epoch 312 | 5/14 | 0.68 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.2406
[2024-12-12 15:23:55,155][demucs.solver][INFO] - Train | Epoch 312 | 6/14 | 0.74 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.2605
[2024-12-12 15:23:55,798][demucs.solver][INFO] - Train | Epoch 312 | 7/14 | 0.79 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.2466
[2024-12-12 15:23:56,439][demucs.solver][INFO] - Train | Epoch 312 | 8/14 | 0.84 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.2971
[2024-12-12 15:23:57,075][demucs.solver][INFO] - Train | Epoch 312 | 9/14 | 0.88 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.2771
[2024-12-12 15:23:57,708][demucs.solver][INFO] - Train | Epoch 312 | 10/14 | 0.91 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.2741
[2024-12-12 15:23:58,341][demucs.solver][INFO] - Train | Epoch 312 | 11/14 | 0.95 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.2694
[2024-12-12 15:23:58,972][demucs.solver][INFO] - Train | Epoch 312 | 12/14 | 0.98 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.2547
[2024-12-12 15:23:59,609][demucs.solver][INFO] - Train | Epoch 312 | 13/14 | 1.00 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.2437
[2024-12-12 15:23:59,930][demucs.solver][INFO] - Train Summary | Epoch 312 | Loss=0.2502 | Reco=0.2502 | Grad=0.2437
[2024-12-12 15:23:59,930][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:23:59,930][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:24:02,337][demucs.solver][INFO] - Valid | Epoch 312 | 1/20 | 2.43 it/sec | Loss 0.5809 | Reco 0.5809 | Nsdr 1.165
[2024-12-12 15:24:02,671][demucs.solver][INFO] - Valid | Epoch 312 | 2/20 | 2.60 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 1.084
[2024-12-12 15:24:02,861][demucs.solver][INFO] - Valid | Epoch 312 | 3/20 | 2.97 it/sec | Loss 0.4983 | Reco 0.4983 | Nsdr 1.121
[2024-12-12 15:24:03,160][demucs.solver][INFO] - Valid | Epoch 312 | 4/20 | 3.04 it/sec | Loss 0.5163 | Reco 0.5163 | Nsdr 1.143
[2024-12-12 15:24:03,430][demucs.solver][INFO] - Valid | Epoch 312 | 5/20 | 3.13 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.129
[2024-12-12 15:24:03,634][demucs.solver][INFO] - Valid | Epoch 312 | 6/20 | 3.30 it/sec | Loss 0.5214 | Reco 0.5214 | Nsdr 1.136
[2024-12-12 15:24:03,835][demucs.solver][INFO] - Valid | Epoch 312 | 7/20 | 3.45 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.146
[2024-12-12 15:24:04,012][demucs.solver][INFO] - Valid | Epoch 312 | 8/20 | 3.61 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.140
[2024-12-12 15:24:04,231][demucs.solver][INFO] - Valid | Epoch 312 | 9/20 | 3.68 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.144
[2024-12-12 15:24:04,428][demucs.solver][INFO] - Valid | Epoch 312 | 10/20 | 3.78 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.134
[2024-12-12 15:24:04,584][demucs.solver][INFO] - Valid | Epoch 312 | 11/20 | 3.91 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.129
[2024-12-12 15:24:04,759][demucs.solver][INFO] - Valid | Epoch 312 | 12/20 | 4.01 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.112
[2024-12-12 15:24:04,957][demucs.solver][INFO] - Valid | Epoch 312 | 13/20 | 4.07 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.113
[2024-12-12 15:24:05,156][demucs.solver][INFO] - Valid | Epoch 312 | 14/20 | 4.12 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.115
[2024-12-12 15:24:05,375][demucs.solver][INFO] - Valid | Epoch 312 | 15/20 | 4.15 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.119
[2024-12-12 15:24:05,555][demucs.solver][INFO] - Valid | Epoch 312 | 16/20 | 4.21 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.124
[2024-12-12 15:24:05,773][demucs.solver][INFO] - Valid | Epoch 312 | 17/20 | 4.23 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.130
[2024-12-12 15:24:05,971][demucs.solver][INFO] - Valid | Epoch 312 | 18/20 | 4.26 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.115
[2024-12-12 15:24:06,168][demucs.solver][INFO] - Valid | Epoch 312 | 19/20 | 4.30 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.122
[2024-12-12 15:24:06,643][demucs.solver][INFO] - Valid Summary | Epoch 312 | Loss=0.5471 | Reco=0.5471 | Nsdr=1.122 | Best=0.5427 | Bname=main
[2024-12-12 15:24:07,964][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:24:07,965][demucs.solver][INFO] - Training...
[2024-12-12 15:24:19,510][demucs.solver][INFO] - Train | Epoch 313 | 1/14 | 0.20 it/sec | Loss 0.2309 | Reco 0.2309 | Grad 0.1434
[2024-12-12 15:24:20,154][demucs.solver][INFO] - Train | Epoch 313 | 2/14 | 0.28 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.1588
[2024-12-12 15:24:20,803][demucs.solver][INFO] - Train | Epoch 313 | 3/14 | 0.36 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.1420
[2024-12-12 15:24:21,449][demucs.solver][INFO] - Train | Epoch 313 | 4/14 | 0.42 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.1385
[2024-12-12 15:24:22,094][demucs.solver][INFO] - Train | Epoch 313 | 5/14 | 0.48 it/sec | Loss 0.2634 | Reco 0.2634 | Grad 0.1638
[2024-12-12 15:24:22,740][demucs.solver][INFO] - Train | Epoch 313 | 6/14 | 0.53 it/sec | Loss 0.2629 | Reco 0.2629 | Grad 0.1664
[2024-12-12 15:24:23,383][demucs.solver][INFO] - Train | Epoch 313 | 7/14 | 0.58 it/sec | Loss 0.2622 | Reco 0.2622 | Grad 0.1676
[2024-12-12 15:24:24,025][demucs.solver][INFO] - Train | Epoch 313 | 8/14 | 0.62 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.1621
[2024-12-12 15:24:24,663][demucs.solver][INFO] - Train | Epoch 313 | 9/14 | 0.66 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.1535
[2024-12-12 15:24:25,299][demucs.solver][INFO] - Train | Epoch 313 | 10/14 | 0.70 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.1725
[2024-12-12 15:24:25,936][demucs.solver][INFO] - Train | Epoch 313 | 11/14 | 0.73 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.2060
[2024-12-12 15:24:26,576][demucs.solver][INFO] - Train | Epoch 313 | 12/14 | 0.76 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.2009
[2024-12-12 15:24:27,216][demucs.solver][INFO] - Train | Epoch 313 | 13/14 | 0.79 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.2083
[2024-12-12 15:24:27,541][demucs.solver][INFO] - Train Summary | Epoch 313 | Loss=0.2523 | Reco=0.2523 | Grad=0.2083
[2024-12-12 15:24:27,541][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:24:27,542][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:24:29,896][demucs.solver][INFO] - Valid | Epoch 313 | 1/20 | 2.56 it/sec | Loss 0.5835 | Reco 0.5835 | Nsdr 1.116
[2024-12-12 15:24:30,203][demucs.solver][INFO] - Valid | Epoch 313 | 2/20 | 2.76 it/sec | Loss 0.4545 | Reco 0.4545 | Nsdr 1.048
[2024-12-12 15:24:30,559][demucs.solver][INFO] - Valid | Epoch 313 | 3/20 | 2.77 it/sec | Loss 0.5009 | Reco 0.5009 | Nsdr 1.073
[2024-12-12 15:24:30,803][demucs.solver][INFO] - Valid | Epoch 313 | 4/20 | 2.96 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.089
[2024-12-12 15:24:31,114][demucs.solver][INFO] - Valid | Epoch 313 | 5/20 | 3.00 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.074
[2024-12-12 15:24:31,727][demucs.solver][INFO] - Valid | Epoch 313 | 6/20 | 2.68 it/sec | Loss 0.5247 | Reco 0.5247 | Nsdr 1.083
[2024-12-12 15:24:32,215][demucs.solver][INFO] - Valid | Epoch 313 | 7/20 | 2.58 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.090
[2024-12-12 15:24:32,526][demucs.solver][INFO] - Valid | Epoch 313 | 8/20 | 2.64 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.082
[2024-12-12 15:24:33,048][demucs.solver][INFO] - Valid | Epoch 313 | 9/20 | 2.54 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.083
[2024-12-12 15:24:33,387][demucs.solver][INFO] - Valid | Epoch 313 | 10/20 | 2.57 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.075
[2024-12-12 15:24:33,917][demucs.solver][INFO] - Valid | Epoch 313 | 11/20 | 2.50 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.073
[2024-12-12 15:24:34,335][demucs.solver][INFO] - Valid | Epoch 313 | 12/20 | 2.49 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.058
[2024-12-12 15:24:35,244][demucs.solver][INFO] - Valid | Epoch 313 | 13/20 | 2.28 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.061
[2024-12-12 15:24:36,168][demucs.solver][INFO] - Valid | Epoch 313 | 14/20 | 2.13 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.064
[2024-12-12 15:24:36,913][demucs.solver][INFO] - Valid | Epoch 313 | 15/20 | 2.05 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.068
[2024-12-12 15:24:37,122][demucs.solver][INFO] - Valid | Epoch 313 | 16/20 | 2.12 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.073
[2024-12-12 15:24:37,276][demucs.solver][INFO] - Valid | Epoch 313 | 17/20 | 2.21 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.075
[2024-12-12 15:24:37,476][demucs.solver][INFO] - Valid | Epoch 313 | 18/20 | 2.27 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.062
[2024-12-12 15:24:37,672][demucs.solver][INFO] - Valid | Epoch 313 | 19/20 | 2.34 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.068
[2024-12-12 15:24:38,142][demucs.solver][INFO] - Valid Summary | Epoch 313 | Loss=0.5503 | Reco=0.5503 | Nsdr=1.068 | Best=0.5427 | Bname=main
[2024-12-12 15:24:39,690][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:24:39,691][demucs.solver][INFO] - Training...
[2024-12-12 15:24:44,489][demucs.solver][INFO] - Train | Epoch 314 | 1/14 | 0.63 it/sec | Loss 0.2854 | Reco 0.2854 | Grad 0.4016
[2024-12-12 15:24:46,325][demucs.solver][INFO] - Train | Epoch 314 | 2/14 | 0.60 it/sec | Loss 0.2827 | Reco 0.2827 | Grad 0.3853
[2024-12-12 15:24:49,012][demucs.solver][INFO] - Train | Epoch 314 | 3/14 | 0.52 it/sec | Loss 0.2773 | Reco 0.2773 | Grad 0.3506
[2024-12-12 15:24:49,657][demucs.solver][INFO] - Train | Epoch 314 | 4/14 | 0.60 it/sec | Loss 0.2758 | Reco 0.2758 | Grad 0.3251
[2024-12-12 15:24:50,303][demucs.solver][INFO] - Train | Epoch 314 | 5/14 | 0.67 it/sec | Loss 0.2700 | Reco 0.2700 | Grad 0.3243
[2024-12-12 15:24:50,949][demucs.solver][INFO] - Train | Epoch 314 | 6/14 | 0.73 it/sec | Loss 0.2638 | Reco 0.2638 | Grad 0.3277
[2024-12-12 15:24:51,654][demucs.solver][INFO] - Train | Epoch 314 | 7/14 | 0.77 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 0.3434
[2024-12-12 15:24:52,302][demucs.solver][INFO] - Train | Epoch 314 | 8/14 | 0.82 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.3498
[2024-12-12 15:24:52,951][demucs.solver][INFO] - Train | Epoch 314 | 9/14 | 0.86 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.3401
[2024-12-12 15:24:53,599][demucs.solver][INFO] - Train | Epoch 314 | 10/14 | 0.90 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.3247
[2024-12-12 15:24:54,247][demucs.solver][INFO] - Train | Epoch 314 | 11/14 | 0.93 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.3263
[2024-12-12 15:24:55,502][demucs.solver][INFO] - Train | Epoch 314 | 12/14 | 0.92 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.3323
[2024-12-12 15:24:56,680][demucs.solver][INFO] - Train | Epoch 314 | 13/14 | 0.91 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.3378
[2024-12-12 15:24:57,026][demucs.solver][INFO] - Train Summary | Epoch 314 | Loss=0.2514 | Reco=0.2514 | Grad=0.3378
[2024-12-12 15:24:57,026][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:24:57,026][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:24:59,323][demucs.solver][INFO] - Valid | Epoch 314 | 1/20 | 2.65 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.195
[2024-12-12 15:24:59,594][demucs.solver][INFO] - Valid | Epoch 314 | 2/20 | 2.93 it/sec | Loss 0.4503 | Reco 0.4503 | Nsdr 1.109
[2024-12-12 15:24:59,845][demucs.solver][INFO] - Valid | Epoch 314 | 3/20 | 3.13 it/sec | Loss 0.4961 | Reco 0.4961 | Nsdr 1.139
[2024-12-12 15:25:00,066][demucs.solver][INFO] - Valid | Epoch 314 | 4/20 | 3.34 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.164
[2024-12-12 15:25:00,327][demucs.solver][INFO] - Valid | Epoch 314 | 5/20 | 3.41 it/sec | Loss 0.5338 | Reco 0.5338 | Nsdr 1.159
[2024-12-12 15:25:00,551][demucs.solver][INFO] - Valid | Epoch 314 | 6/20 | 3.53 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.166
[2024-12-12 15:25:00,751][demucs.solver][INFO] - Valid | Epoch 314 | 7/20 | 3.66 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.174
[2024-12-12 15:25:00,930][demucs.solver][INFO] - Valid | Epoch 314 | 8/20 | 3.81 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.173
[2024-12-12 15:25:01,132][demucs.solver][INFO] - Valid | Epoch 314 | 9/20 | 3.90 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.179
[2024-12-12 15:25:01,307][demucs.solver][INFO] - Valid | Epoch 314 | 10/20 | 4.02 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.165
[2024-12-12 15:25:01,510][demucs.solver][INFO] - Valid | Epoch 314 | 11/20 | 4.08 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.161
[2024-12-12 15:25:01,690][demucs.solver][INFO] - Valid | Epoch 314 | 12/20 | 4.16 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.144
[2024-12-12 15:25:01,867][demucs.solver][INFO] - Valid | Epoch 314 | 13/20 | 4.24 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.146
[2024-12-12 15:25:02,046][demucs.solver][INFO] - Valid | Epoch 314 | 14/20 | 4.31 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.149
[2024-12-12 15:25:02,243][demucs.solver][INFO] - Valid | Epoch 314 | 15/20 | 4.35 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.153
[2024-12-12 15:25:02,419][demucs.solver][INFO] - Valid | Epoch 314 | 16/20 | 4.41 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.158
[2024-12-12 15:25:02,615][demucs.solver][INFO] - Valid | Epoch 314 | 17/20 | 4.45 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.159
[2024-12-12 15:25:02,835][demucs.solver][INFO] - Valid | Epoch 314 | 18/20 | 4.45 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.144
[2024-12-12 15:25:02,995][demucs.solver][INFO] - Valid | Epoch 314 | 19/20 | 4.52 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.151
[2024-12-12 15:25:03,512][demucs.solver][INFO] - Valid Summary | Epoch 314 | Loss=0.5436 | Reco=0.5436 | Nsdr=1.151 | Best=0.5427 | Bname=main
[2024-12-12 15:25:04,994][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:25:04,996][demucs.solver][INFO] - Training...
[2024-12-12 15:25:13,752][demucs.solver][INFO] - Train | Epoch 315 | 1/14 | 0.28 it/sec | Loss 0.2236 | Reco 0.2236 | Grad 0.2881
[2024-12-12 15:25:14,485][demucs.solver][INFO] - Train | Epoch 315 | 2/14 | 0.38 it/sec | Loss 0.2164 | Reco 0.2164 | Grad 0.2118
[2024-12-12 15:25:15,134][demucs.solver][INFO] - Train | Epoch 315 | 3/14 | 0.47 it/sec | Loss 0.2312 | Reco 0.2312 | Grad 0.2025
[2024-12-12 15:25:15,789][demucs.solver][INFO] - Train | Epoch 315 | 4/14 | 0.55 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.3014
[2024-12-12 15:25:16,434][demucs.solver][INFO] - Train | Epoch 315 | 5/14 | 0.61 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.3508
[2024-12-12 15:25:17,083][demucs.solver][INFO] - Train | Epoch 315 | 6/14 | 0.67 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.3498
[2024-12-12 15:25:17,725][demucs.solver][INFO] - Train | Epoch 315 | 7/14 | 0.72 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 0.3252
[2024-12-12 15:25:18,370][demucs.solver][INFO] - Train | Epoch 315 | 8/14 | 0.77 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 0.2974
[2024-12-12 15:25:19,016][demucs.solver][INFO] - Train | Epoch 315 | 9/14 | 0.81 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 0.2970
[2024-12-12 15:25:19,657][demucs.solver][INFO] - Train | Epoch 315 | 10/14 | 0.85 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.2852
[2024-12-12 15:25:20,302][demucs.solver][INFO] - Train | Epoch 315 | 11/14 | 0.88 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 0.2713
[2024-12-12 15:25:23,520][demucs.solver][INFO] - Train | Epoch 315 | 12/14 | 0.77 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 0.2709
[2024-12-12 15:25:24,156][demucs.solver][INFO] - Train | Epoch 315 | 13/14 | 0.80 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 0.2618
[2024-12-12 15:25:24,495][demucs.solver][INFO] - Train Summary | Epoch 315 | Loss=0.2357 | Reco=0.2357 | Grad=0.2618
[2024-12-12 15:25:24,495][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:25:24,495][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:25:26,521][demucs.solver][INFO] - Valid | Epoch 315 | 1/20 | 4.25 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.202
[2024-12-12 15:25:26,749][demucs.solver][INFO] - Valid | Epoch 315 | 2/20 | 4.29 it/sec | Loss 0.4501 | Reco 0.4501 | Nsdr 1.119
[2024-12-12 15:25:27,075][demucs.solver][INFO] - Valid | Epoch 315 | 3/20 | 3.90 it/sec | Loss 0.4957 | Reco 0.4957 | Nsdr 1.154
[2024-12-12 15:25:27,310][demucs.solver][INFO] - Valid | Epoch 315 | 4/20 | 3.97 it/sec | Loss 0.5138 | Reco 0.5138 | Nsdr 1.164
[2024-12-12 15:25:27,523][demucs.solver][INFO] - Valid | Epoch 315 | 5/20 | 4.07 it/sec | Loss 0.5350 | Reco 0.5350 | Nsdr 1.149
[2024-12-12 15:25:27,728][demucs.solver][INFO] - Valid | Epoch 315 | 6/20 | 4.17 it/sec | Loss 0.5192 | Reco 0.5192 | Nsdr 1.152
[2024-12-12 15:25:27,931][demucs.solver][INFO] - Valid | Epoch 315 | 7/20 | 4.25 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.160
[2024-12-12 15:25:28,110][demucs.solver][INFO] - Valid | Epoch 315 | 8/20 | 4.37 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.153
[2024-12-12 15:25:28,306][demucs.solver][INFO] - Valid | Epoch 315 | 9/20 | 4.43 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.154
[2024-12-12 15:25:28,483][demucs.solver][INFO] - Valid | Epoch 315 | 10/20 | 4.52 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.143
[2024-12-12 15:25:28,680][demucs.solver][INFO] - Valid | Epoch 315 | 11/20 | 4.56 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.139
[2024-12-12 15:25:28,857][demucs.solver][INFO] - Valid | Epoch 315 | 12/20 | 4.63 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.122
[2024-12-12 15:25:29,063][demucs.solver][INFO] - Valid | Epoch 315 | 13/20 | 4.65 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.123
[2024-12-12 15:25:29,259][demucs.solver][INFO] - Valid | Epoch 315 | 14/20 | 4.67 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.124
[2024-12-12 15:25:29,460][demucs.solver][INFO] - Valid | Epoch 315 | 15/20 | 4.69 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.127
[2024-12-12 15:25:29,642][demucs.solver][INFO] - Valid | Epoch 315 | 16/20 | 4.73 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.131
[2024-12-12 15:25:29,863][demucs.solver][INFO] - Valid | Epoch 315 | 17/20 | 4.72 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.142
[2024-12-12 15:25:30,086][demucs.solver][INFO] - Valid | Epoch 315 | 18/20 | 4.71 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.129
[2024-12-12 15:25:30,286][demucs.solver][INFO] - Valid | Epoch 315 | 19/20 | 4.72 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.135
[2024-12-12 15:25:30,744][demucs.solver][INFO] - Valid Summary | Epoch 315 | Loss=0.5452 | Reco=0.5452 | Nsdr=1.135 | Best=0.5427 | Bname=main
[2024-12-12 15:25:32,147][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:25:32,148][demucs.solver][INFO] - Training...
[2024-12-12 15:25:39,323][demucs.solver][INFO] - Train | Epoch 316 | 1/14 | 0.37 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.3314
[2024-12-12 15:25:40,000][demucs.solver][INFO] - Train | Epoch 316 | 2/14 | 0.49 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.3360
[2024-12-12 15:25:40,655][demucs.solver][INFO] - Train | Epoch 316 | 3/14 | 0.59 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.4205
[2024-12-12 15:25:41,303][demucs.solver][INFO] - Train | Epoch 316 | 4/14 | 0.67 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.3709
[2024-12-12 15:25:41,952][demucs.solver][INFO] - Train | Epoch 316 | 5/14 | 0.74 it/sec | Loss 0.2673 | Reco 0.2673 | Grad 0.3455
[2024-12-12 15:25:42,599][demucs.solver][INFO] - Train | Epoch 316 | 6/14 | 0.80 it/sec | Loss 0.2643 | Reco 0.2643 | Grad 0.3376
[2024-12-12 15:25:43,249][demucs.solver][INFO] - Train | Epoch 316 | 7/14 | 0.85 it/sec | Loss 0.2629 | Reco 0.2629 | Grad 0.3254
[2024-12-12 15:25:43,895][demucs.solver][INFO] - Train | Epoch 316 | 8/14 | 0.90 it/sec | Loss 0.2637 | Reco 0.2637 | Grad 0.3051
[2024-12-12 15:25:44,543][demucs.solver][INFO] - Train | Epoch 316 | 9/14 | 0.94 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.3010
[2024-12-12 15:25:45,181][demucs.solver][INFO] - Train | Epoch 316 | 10/14 | 0.97 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.3056
[2024-12-12 15:25:45,818][demucs.solver][INFO] - Train | Epoch 316 | 11/14 | 1.00 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.2915
[2024-12-12 15:25:46,461][demucs.solver][INFO] - Train | Epoch 316 | 12/14 | 1.03 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.3159
[2024-12-12 15:25:47,096][demucs.solver][INFO] - Train | Epoch 316 | 13/14 | 1.06 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.3025
[2024-12-12 15:25:47,457][demucs.solver][INFO] - Train Summary | Epoch 316 | Loss=0.2534 | Reco=0.2534 | Grad=0.3025
[2024-12-12 15:25:47,458][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:25:47,458][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:25:49,865][demucs.solver][INFO] - Valid | Epoch 316 | 1/20 | 2.50 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.171
[2024-12-12 15:25:50,065][demucs.solver][INFO] - Valid | Epoch 316 | 2/20 | 3.00 it/sec | Loss 0.4516 | Reco 0.4516 | Nsdr 1.092
[2024-12-12 15:25:50,264][demucs.solver][INFO] - Valid | Epoch 316 | 3/20 | 3.34 it/sec | Loss 0.4979 | Reco 0.4979 | Nsdr 1.115
[2024-12-12 15:25:50,465][demucs.solver][INFO] - Valid | Epoch 316 | 4/20 | 3.57 it/sec | Loss 0.5156 | Reco 0.5156 | Nsdr 1.144
[2024-12-12 15:25:50,661][demucs.solver][INFO] - Valid | Epoch 316 | 5/20 | 3.76 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.132
[2024-12-12 15:25:50,885][demucs.solver][INFO] - Valid | Epoch 316 | 6/20 | 3.85 it/sec | Loss 0.5204 | Reco 0.5204 | Nsdr 1.142
[2024-12-12 15:25:51,083][demucs.solver][INFO] - Valid | Epoch 316 | 7/20 | 3.97 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.151
[2024-12-12 15:25:51,281][demucs.solver][INFO] - Valid | Epoch 316 | 8/20 | 4.06 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.146
[2024-12-12 15:25:51,485][demucs.solver][INFO] - Valid | Epoch 316 | 9/20 | 4.13 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.152
[2024-12-12 15:25:51,681][demucs.solver][INFO] - Valid | Epoch 316 | 10/20 | 4.21 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.141
[2024-12-12 15:25:51,869][demucs.solver][INFO] - Valid | Epoch 316 | 11/20 | 4.28 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.137
[2024-12-12 15:25:52,078][demucs.solver][INFO] - Valid | Epoch 316 | 12/20 | 4.32 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.121
[2024-12-12 15:25:52,256][demucs.solver][INFO] - Valid | Epoch 316 | 13/20 | 4.39 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.124
[2024-12-12 15:25:52,451][demucs.solver][INFO] - Valid | Epoch 316 | 14/20 | 4.43 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.128
[2024-12-12 15:25:52,647][demucs.solver][INFO] - Valid | Epoch 316 | 15/20 | 4.47 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.133
[2024-12-12 15:25:52,800][demucs.solver][INFO] - Valid | Epoch 316 | 16/20 | 4.55 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.139
[2024-12-12 15:25:53,017][demucs.solver][INFO] - Valid | Epoch 316 | 17/20 | 4.56 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.137
[2024-12-12 15:25:53,235][demucs.solver][INFO] - Valid | Epoch 316 | 18/20 | 4.56 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.122
[2024-12-12 15:25:53,389][demucs.solver][INFO] - Valid | Epoch 316 | 19/20 | 4.63 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.130
[2024-12-12 15:25:53,792][demucs.solver][INFO] - Valid Summary | Epoch 316 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.130 | Best=0.5427 | Bname=main
[2024-12-12 15:25:55,250][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:25:55,251][demucs.solver][INFO] - Training...
[2024-12-12 15:26:04,912][demucs.solver][INFO] - Train | Epoch 317 | 1/14 | 0.25 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 0.1914
[2024-12-12 15:26:06,032][demucs.solver][INFO] - Train | Epoch 317 | 2/14 | 0.33 it/sec | Loss 0.2277 | Reco 0.2277 | Grad 0.2737
[2024-12-12 15:26:06,684][demucs.solver][INFO] - Train | Epoch 317 | 3/14 | 0.41 it/sec | Loss 0.2310 | Reco 0.2310 | Grad 0.2423
[2024-12-12 15:26:07,419][demucs.solver][INFO] - Train | Epoch 317 | 4/14 | 0.47 it/sec | Loss 0.2297 | Reco 0.2297 | Grad 0.2500
[2024-12-12 15:26:08,097][demucs.solver][INFO] - Train | Epoch 317 | 5/14 | 0.53 it/sec | Loss 0.2303 | Reco 0.2303 | Grad 0.3111
[2024-12-12 15:26:08,797][demucs.solver][INFO] - Train | Epoch 317 | 6/14 | 0.59 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 0.2923
[2024-12-12 15:26:09,465][demucs.solver][INFO] - Train | Epoch 317 | 7/14 | 0.64 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.3362
[2024-12-12 15:26:10,124][demucs.solver][INFO] - Train | Epoch 317 | 8/14 | 0.68 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.3242
[2024-12-12 15:26:10,775][demucs.solver][INFO] - Train | Epoch 317 | 9/14 | 0.72 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.3104
[2024-12-12 15:26:11,433][demucs.solver][INFO] - Train | Epoch 317 | 10/14 | 0.76 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.3112
[2024-12-12 15:26:12,078][demucs.solver][INFO] - Train | Epoch 317 | 11/14 | 0.79 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.3069
[2024-12-12 15:26:12,801][demucs.solver][INFO] - Train | Epoch 317 | 12/14 | 0.82 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.3185
[2024-12-12 15:26:13,445][demucs.solver][INFO] - Train | Epoch 317 | 13/14 | 0.85 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.3056
[2024-12-12 15:26:13,817][demucs.solver][INFO] - Train Summary | Epoch 317 | Loss=0.2422 | Reco=0.2422 | Grad=0.3056
[2024-12-12 15:26:13,818][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:26:13,818][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:26:16,605][demucs.solver][INFO] - Valid | Epoch 317 | 1/20 | 1.96 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.199
[2024-12-12 15:26:16,879][demucs.solver][INFO] - Valid | Epoch 317 | 2/20 | 2.32 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.114
[2024-12-12 15:26:17,087][demucs.solver][INFO] - Valid | Epoch 317 | 3/20 | 2.67 it/sec | Loss 0.4958 | Reco 0.4958 | Nsdr 1.155
[2024-12-12 15:26:17,272][demucs.solver][INFO] - Valid | Epoch 317 | 4/20 | 2.96 it/sec | Loss 0.5138 | Reco 0.5138 | Nsdr 1.169
[2024-12-12 15:26:17,448][demucs.solver][INFO] - Valid | Epoch 317 | 5/20 | 3.22 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.148
[2024-12-12 15:26:17,671][demucs.solver][INFO] - Valid | Epoch 317 | 6/20 | 3.36 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.153
[2024-12-12 15:26:17,871][demucs.solver][INFO] - Valid | Epoch 317 | 7/20 | 3.50 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.165
[2024-12-12 15:26:18,028][demucs.solver][INFO] - Valid | Epoch 317 | 8/20 | 3.69 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.155
[2024-12-12 15:26:18,185][demucs.solver][INFO] - Valid | Epoch 317 | 9/20 | 3.85 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.157
[2024-12-12 15:26:18,407][demucs.solver][INFO] - Valid | Epoch 317 | 10/20 | 3.90 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.147
[2024-12-12 15:26:18,629][demucs.solver][INFO] - Valid | Epoch 317 | 11/20 | 3.94 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.144
[2024-12-12 15:26:18,807][demucs.solver][INFO] - Valid | Epoch 317 | 12/20 | 4.04 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.126
[2024-12-12 15:26:18,986][demucs.solver][INFO] - Valid | Epoch 317 | 13/20 | 4.12 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.127
[2024-12-12 15:26:19,201][demucs.solver][INFO] - Valid | Epoch 317 | 14/20 | 4.15 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.129
[2024-12-12 15:26:19,357][demucs.solver][INFO] - Valid | Epoch 317 | 15/20 | 4.24 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.133
[2024-12-12 15:26:19,583][demucs.solver][INFO] - Valid | Epoch 317 | 16/20 | 4.25 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.137
[2024-12-12 15:26:19,804][demucs.solver][INFO] - Valid | Epoch 317 | 17/20 | 4.27 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.144
[2024-12-12 15:26:19,961][demucs.solver][INFO] - Valid | Epoch 317 | 18/20 | 4.34 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.130
[2024-12-12 15:26:20,166][demucs.solver][INFO] - Valid | Epoch 317 | 19/20 | 4.37 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.137
[2024-12-12 15:26:20,918][demucs.solver][INFO] - Valid Summary | Epoch 317 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.137 | Best=0.5427 | Bname=main
[2024-12-12 15:26:22,293][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:26:22,293][demucs.solver][INFO] - Training...
[2024-12-12 15:26:33,560][demucs.solver][INFO] - Train | Epoch 318 | 1/14 | 0.20 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.2405
[2024-12-12 15:26:34,206][demucs.solver][INFO] - Train | Epoch 318 | 2/14 | 0.29 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.2561
[2024-12-12 15:26:34,862][demucs.solver][INFO] - Train | Epoch 318 | 3/14 | 0.36 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.2266
[2024-12-12 15:26:35,508][demucs.solver][INFO] - Train | Epoch 318 | 4/14 | 0.43 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.2212
[2024-12-12 15:26:36,158][demucs.solver][INFO] - Train | Epoch 318 | 5/14 | 0.49 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.2098
[2024-12-12 15:26:36,803][demucs.solver][INFO] - Train | Epoch 318 | 6/14 | 0.54 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.2100
[2024-12-12 15:26:37,454][demucs.solver][INFO] - Train | Epoch 318 | 7/14 | 0.59 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.2652
[2024-12-12 15:26:38,098][demucs.solver][INFO] - Train | Epoch 318 | 8/14 | 0.63 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.2823
[2024-12-12 15:26:38,741][demucs.solver][INFO] - Train | Epoch 318 | 9/14 | 0.67 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.2938
[2024-12-12 15:26:39,391][demucs.solver][INFO] - Train | Epoch 318 | 10/14 | 0.71 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.2781
[2024-12-12 15:26:40,032][demucs.solver][INFO] - Train | Epoch 318 | 11/14 | 0.74 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.2619
[2024-12-12 15:26:40,677][demucs.solver][INFO] - Train | Epoch 318 | 12/14 | 0.77 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.2525
[2024-12-12 15:26:41,318][demucs.solver][INFO] - Train | Epoch 318 | 13/14 | 0.80 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.2452
[2024-12-12 15:26:41,657][demucs.solver][INFO] - Train Summary | Epoch 318 | Loss=0.2504 | Reco=0.2504 | Grad=0.2452
[2024-12-12 15:26:41,657][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:26:41,658][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:26:44,029][demucs.solver][INFO] - Valid | Epoch 318 | 1/20 | 2.43 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.159
[2024-12-12 15:26:44,342][demucs.solver][INFO] - Valid | Epoch 318 | 2/20 | 2.64 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.089
[2024-12-12 15:26:44,628][demucs.solver][INFO] - Valid | Epoch 318 | 3/20 | 2.81 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.113
[2024-12-12 15:26:44,832][demucs.solver][INFO] - Valid | Epoch 318 | 4/20 | 3.07 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.123
[2024-12-12 15:26:45,114][demucs.solver][INFO] - Valid | Epoch 318 | 5/20 | 3.14 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.104
[2024-12-12 15:26:45,370][demucs.solver][INFO] - Valid | Epoch 318 | 6/20 | 3.23 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.110
[2024-12-12 15:26:45,621][demucs.solver][INFO] - Valid | Epoch 318 | 7/20 | 3.31 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.115
[2024-12-12 15:26:45,900][demucs.solver][INFO] - Valid | Epoch 318 | 8/20 | 3.34 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.106
[2024-12-12 15:26:46,520][demucs.solver][INFO] - Valid | Epoch 318 | 9/20 | 3.02 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.104
[2024-12-12 15:26:47,373][demucs.solver][INFO] - Valid | Epoch 318 | 10/20 | 2.64 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.095
[2024-12-12 15:26:48,180][demucs.solver][INFO] - Valid | Epoch 318 | 11/20 | 2.41 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.094
[2024-12-12 15:26:48,954][demucs.solver][INFO] - Valid | Epoch 318 | 12/20 | 2.26 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.080
[2024-12-12 15:26:49,776][demucs.solver][INFO] - Valid | Epoch 318 | 13/20 | 2.13 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.083
[2024-12-12 15:26:50,659][demucs.solver][INFO] - Valid | Epoch 318 | 14/20 | 2.01 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.085
[2024-12-12 15:26:51,563][demucs.solver][INFO] - Valid | Epoch 318 | 15/20 | 1.91 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.087
[2024-12-12 15:26:52,383][demucs.solver][INFO] - Valid | Epoch 318 | 16/20 | 1.85 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.093
[2024-12-12 15:26:53,199][demucs.solver][INFO] - Valid | Epoch 318 | 17/20 | 1.80 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.098
[2024-12-12 15:26:54,004][demucs.solver][INFO] - Valid | Epoch 318 | 18/20 | 1.76 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.086
[2024-12-12 15:26:54,239][demucs.solver][INFO] - Valid | Epoch 318 | 19/20 | 1.81 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.091
[2024-12-12 15:26:54,749][demucs.solver][INFO] - Valid Summary | Epoch 318 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.091 | Best=0.5427 | Bname=main
[2024-12-12 15:26:56,175][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:26:56,175][demucs.solver][INFO] - Training...
[2024-12-12 15:27:01,998][demucs.solver][INFO] - Train | Epoch 319 | 1/14 | 0.50 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.4418
[2024-12-12 15:27:04,226][demucs.solver][INFO] - Train | Epoch 319 | 2/14 | 0.48 it/sec | Loss 0.2324 | Reco 0.2324 | Grad 0.3267
[2024-12-12 15:27:04,895][demucs.solver][INFO] - Train | Epoch 319 | 3/14 | 0.58 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.4131
[2024-12-12 15:27:05,565][demucs.solver][INFO] - Train | Epoch 319 | 4/14 | 0.66 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.3745
[2024-12-12 15:27:06,220][demucs.solver][INFO] - Train | Epoch 319 | 5/14 | 0.73 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.3710
[2024-12-12 15:27:06,866][demucs.solver][INFO] - Train | Epoch 319 | 6/14 | 0.79 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.4447
[2024-12-12 15:27:08,855][demucs.solver][INFO] - Train | Epoch 319 | 7/14 | 0.74 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.3976
[2024-12-12 15:27:09,496][demucs.solver][INFO] - Train | Epoch 319 | 8/14 | 0.78 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.3753
[2024-12-12 15:27:10,130][demucs.solver][INFO] - Train | Epoch 319 | 9/14 | 0.83 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.3737
[2024-12-12 15:27:10,764][demucs.solver][INFO] - Train | Epoch 319 | 10/14 | 0.86 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.3876
[2024-12-12 15:27:11,398][demucs.solver][INFO] - Train | Epoch 319 | 11/14 | 0.90 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.4089
[2024-12-12 15:27:12,028][demucs.solver][INFO] - Train | Epoch 319 | 12/14 | 0.93 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.4219
[2024-12-12 15:27:12,664][demucs.solver][INFO] - Train | Epoch 319 | 13/14 | 0.96 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.4027
[2024-12-12 15:27:12,987][demucs.solver][INFO] - Train Summary | Epoch 319 | Loss=0.2482 | Reco=0.2482 | Grad=0.4027
[2024-12-12 15:27:12,988][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:27:12,988][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:27:15,201][demucs.solver][INFO] - Valid | Epoch 319 | 1/20 | 3.47 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.213
[2024-12-12 15:27:15,516][demucs.solver][INFO] - Valid | Epoch 319 | 2/20 | 3.36 it/sec | Loss 0.4494 | Reco 0.4494 | Nsdr 1.132
[2024-12-12 15:27:15,750][demucs.solver][INFO] - Valid | Epoch 319 | 3/20 | 3.55 it/sec | Loss 0.4950 | Reco 0.4950 | Nsdr 1.161
[2024-12-12 15:27:15,981][demucs.solver][INFO] - Valid | Epoch 319 | 4/20 | 3.68 it/sec | Loss 0.5124 | Reco 0.5124 | Nsdr 1.187
[2024-12-12 15:27:16,185][demucs.solver][INFO] - Valid | Epoch 319 | 5/20 | 3.84 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.178
[2024-12-12 15:27:16,389][demucs.solver][INFO] - Valid | Epoch 319 | 6/20 | 3.97 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.188
[2024-12-12 15:27:16,612][demucs.solver][INFO] - Valid | Epoch 319 | 7/20 | 4.02 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.200
[2024-12-12 15:27:16,766][demucs.solver][INFO] - Valid | Epoch 319 | 8/20 | 4.20 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.196
[2024-12-12 15:27:16,991][demucs.solver][INFO] - Valid | Epoch 319 | 9/20 | 4.22 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.202
[2024-12-12 15:27:17,172][demucs.solver][INFO] - Valid | Epoch 319 | 10/20 | 4.32 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.189
[2024-12-12 15:27:17,402][demucs.solver][INFO] - Valid | Epoch 319 | 11/20 | 4.32 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.184
[2024-12-12 15:27:17,562][demucs.solver][INFO] - Valid | Epoch 319 | 12/20 | 4.42 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.167
[2024-12-12 15:27:17,812][demucs.solver][INFO] - Valid | Epoch 319 | 13/20 | 4.39 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.170
[2024-12-12 15:27:17,990][demucs.solver][INFO] - Valid | Epoch 319 | 14/20 | 4.46 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.173
[2024-12-12 15:27:18,213][demucs.solver][INFO] - Valid | Epoch 319 | 15/20 | 4.46 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.178
[2024-12-12 15:27:18,369][demucs.solver][INFO] - Valid | Epoch 319 | 16/20 | 4.54 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.183
[2024-12-12 15:27:18,567][demucs.solver][INFO] - Valid | Epoch 319 | 17/20 | 4.56 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.183
[2024-12-12 15:27:18,789][demucs.solver][INFO] - Valid | Epoch 319 | 18/20 | 4.56 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.168
[2024-12-12 15:27:18,988][demucs.solver][INFO] - Valid | Epoch 319 | 19/20 | 4.58 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.175
[2024-12-12 15:27:19,525][demucs.solver][INFO] - Valid Summary | Epoch 319 | Loss=0.5422 | Reco=0.5422 | Nsdr=1.175 | Best=0.5422 | Bname=main
[2024-12-12 15:27:19,525][demucs.solver][INFO] - New best valid loss 0.5422
[2024-12-12 15:27:21,422][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:27:21,423][demucs.solver][INFO] - Training...
[2024-12-12 15:27:29,431][demucs.solver][INFO] - Train | Epoch 320 | 1/14 | 0.31 it/sec | Loss 0.2086 | Reco 0.2086 | Grad 0.3831
[2024-12-12 15:27:30,082][demucs.solver][INFO] - Train | Epoch 320 | 2/14 | 0.42 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 0.3756
[2024-12-12 15:27:30,728][demucs.solver][INFO] - Train | Epoch 320 | 3/14 | 0.52 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.4311
[2024-12-12 15:27:31,375][demucs.solver][INFO] - Train | Epoch 320 | 4/14 | 0.59 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 0.4533
[2024-12-12 15:27:32,018][demucs.solver][INFO] - Train | Epoch 320 | 5/14 | 0.66 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.4019
[2024-12-12 15:27:32,665][demucs.solver][INFO] - Train | Epoch 320 | 6/14 | 0.72 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.3968
[2024-12-12 15:27:33,310][demucs.solver][INFO] - Train | Epoch 320 | 7/14 | 0.77 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.3584
[2024-12-12 15:27:33,952][demucs.solver][INFO] - Train | Epoch 320 | 8/14 | 0.82 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.3380
[2024-12-12 15:27:34,595][demucs.solver][INFO] - Train | Epoch 320 | 9/14 | 0.86 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.3400
[2024-12-12 15:27:35,237][demucs.solver][INFO] - Train | Epoch 320 | 10/14 | 0.90 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.3262
[2024-12-12 15:27:35,873][demucs.solver][INFO] - Train | Epoch 320 | 11/14 | 0.93 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.3121
[2024-12-12 15:27:36,509][demucs.solver][INFO] - Train | Epoch 320 | 12/14 | 0.96 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.3361
[2024-12-12 15:27:37,146][demucs.solver][INFO] - Train | Epoch 320 | 13/14 | 0.99 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.3290
[2024-12-12 15:27:37,481][demucs.solver][INFO] - Train Summary | Epoch 320 | Loss=0.2497 | Reco=0.2497 | Grad=0.3290
[2024-12-12 15:27:37,482][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:27:37,482][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:27:41,184][demucs.solver][INFO] - Valid | Epoch 320 | 1/20 | 0.97 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.274
[2024-12-12 15:27:41,386][demucs.solver][INFO] - Valid | Epoch 320 | 2/20 | 1.32 it/sec | Loss 0.4451 | Reco 0.4451 | Nsdr 1.178
[2024-12-12 15:27:41,630][demucs.solver][INFO] - Valid | Epoch 320 | 3/20 | 1.59 it/sec | Loss 0.4902 | Reco 0.4902 | Nsdr 1.226
[2024-12-12 15:27:41,831][demucs.solver][INFO] - Valid | Epoch 320 | 4/20 | 1.84 it/sec | Loss 0.5074 | Reco 0.5074 | Nsdr 1.250
[2024-12-12 15:27:42,069][demucs.solver][INFO] - Valid | Epoch 320 | 5/20 | 2.03 it/sec | Loss 0.5276 | Reco 0.5276 | Nsdr 1.241
[2024-12-12 15:27:42,267][demucs.solver][INFO] - Valid | Epoch 320 | 6/20 | 2.22 it/sec | Loss 0.5120 | Reco 0.5120 | Nsdr 1.248
[2024-12-12 15:27:42,487][demucs.solver][INFO] - Valid | Epoch 320 | 7/20 | 2.37 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.260
[2024-12-12 15:27:42,693][demucs.solver][INFO] - Valid | Epoch 320 | 8/20 | 2.51 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.257
[2024-12-12 15:27:42,924][demucs.solver][INFO] - Valid | Epoch 320 | 9/20 | 2.62 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.263
[2024-12-12 15:27:43,136][demucs.solver][INFO] - Valid | Epoch 320 | 10/20 | 2.73 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.248
[2024-12-12 15:27:43,397][demucs.solver][INFO] - Valid | Epoch 320 | 11/20 | 2.80 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.241
[2024-12-12 15:27:43,628][demucs.solver][INFO] - Valid | Epoch 320 | 12/20 | 2.88 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.222
[2024-12-12 15:27:43,817][demucs.solver][INFO] - Valid | Epoch 320 | 13/20 | 2.98 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.222
[2024-12-12 15:27:44,021][demucs.solver][INFO] - Valid | Epoch 320 | 14/20 | 3.05 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.225
[2024-12-12 15:27:44,238][demucs.solver][INFO] - Valid | Epoch 320 | 15/20 | 3.12 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.229
[2024-12-12 15:27:44,438][demucs.solver][INFO] - Valid | Epoch 320 | 16/20 | 3.19 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.232
[2024-12-12 15:27:44,664][demucs.solver][INFO] - Valid | Epoch 320 | 17/20 | 3.24 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.238
[2024-12-12 15:27:44,887][demucs.solver][INFO] - Valid | Epoch 320 | 18/20 | 3.29 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.221
[2024-12-12 15:27:45,088][demucs.solver][INFO] - Valid | Epoch 320 | 19/20 | 3.35 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.230
[2024-12-12 15:27:45,503][demucs.solver][INFO] - Valid Summary | Epoch 320 | Loss=0.5381 | Reco=0.5381 | Nsdr=1.230 | Best=0.5381 | Bname=main
[2024-12-12 15:27:45,504][demucs.solver][INFO] - New best valid loss 0.5381
[2024-12-12 15:27:45,574][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:27:45,574][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 15:27:59,718][demucs.evaluate][INFO] - Eval | 1/20 | 0.29 it/sec
[2024-12-12 15:28:03,137][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 15:28:06,668][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 15:28:10,141][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 15:28:13,635][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 15:28:17,277][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 15:28:20,705][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 15:28:24,166][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 15:28:27,642][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 15:28:31,096][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 15:28:34,719][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 15:28:38,149][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 15:28:41,702][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 15:28:45,252][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 15:28:48,627][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 15:28:52,121][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 15:28:55,687][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 15:28:59,110][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 15:29:02,379][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 15:29:02,397][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 114.04 it/sec
[2024-12-12 15:29:02,409][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 99.59 it/sec
[2024-12-12 15:29:02,440][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 66.40 it/sec
[2024-12-12 15:29:02,447][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 74.23 it/sec
[2024-12-12 15:29:02,454][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 79.83 it/sec
[2024-12-12 15:29:02,463][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 83.16 it/sec
[2024-12-12 15:29:02,473][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 85.41 it/sec
[2024-12-12 15:29:02,494][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 78.78 it/sec
[2024-12-12 15:29:02,501][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 82.01 it/sec
[2024-12-12 15:29:02,511][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 83.79 it/sec
[2024-12-12 15:29:02,559][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 66.85 it/sec
[2024-12-12 15:29:02,586][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 62.94 it/sec
[2024-12-12 15:29:02,605][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 62.04 it/sec
[2024-12-12 15:29:02,620][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 62.44 it/sec
[2024-12-12 15:29:02,629][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 64.10 it/sec
[2024-12-12 15:29:02,660][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 60.52 it/sec
[2024-12-12 15:29:02,672][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 61.56 it/sec
[2024-12-12 15:29:02,679][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 63.36 it/sec
[2024-12-12 15:29:02,694][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 63.64 it/sec
[2024-12-12 15:29:02,753][demucs.solver][INFO] - Test Summary | Epoch 320 | Nsdr=1.045 | Nsdr_drums=1.015 | Nsdr_bass=1.077 | Nsdr_other=1.038 | Nsdr_vocals=1.049
[2024-12-12 15:29:04,601][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:29:04,601][demucs.solver][INFO] - Training...
[2024-12-12 15:29:14,886][demucs.solver][INFO] - Train | Epoch 321 | 1/14 | 0.23 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.4329
[2024-12-12 15:29:15,542][demucs.solver][INFO] - Train | Epoch 321 | 2/14 | 0.32 it/sec | Loss 0.2665 | Reco 0.2665 | Grad 0.3365
[2024-12-12 15:29:16,190][demucs.solver][INFO] - Train | Epoch 321 | 3/14 | 0.40 it/sec | Loss 0.2694 | Reco 0.2694 | Grad 0.3258
[2024-12-12 15:29:16,847][demucs.solver][INFO] - Train | Epoch 321 | 4/14 | 0.47 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.3323
[2024-12-12 15:29:17,491][demucs.solver][INFO] - Train | Epoch 321 | 5/14 | 0.54 it/sec | Loss 0.2662 | Reco 0.2662 | Grad 0.3529
[2024-12-12 15:29:18,172][demucs.solver][INFO] - Train | Epoch 321 | 6/14 | 0.59 it/sec | Loss 0.2638 | Reco 0.2638 | Grad 0.3182
[2024-12-12 15:29:18,822][demucs.solver][INFO] - Train | Epoch 321 | 7/14 | 0.64 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.2961
[2024-12-12 15:29:19,472][demucs.solver][INFO] - Train | Epoch 321 | 8/14 | 0.68 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.2721
[2024-12-12 15:29:20,126][demucs.solver][INFO] - Train | Epoch 321 | 9/14 | 0.72 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.2538
[2024-12-12 15:29:21,747][demucs.solver][INFO] - Train | Epoch 321 | 10/14 | 0.71 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.2420
[2024-12-12 15:29:22,385][demucs.solver][INFO] - Train | Epoch 321 | 11/14 | 0.75 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.2383
[2024-12-12 15:29:23,026][demucs.solver][INFO] - Train | Epoch 321 | 12/14 | 0.78 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.2255
[2024-12-12 15:29:23,665][demucs.solver][INFO] - Train | Epoch 321 | 13/14 | 0.81 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.2214
[2024-12-12 15:29:24,016][demucs.solver][INFO] - Train Summary | Epoch 321 | Loss=0.2525 | Reco=0.2525 | Grad=0.2214
[2024-12-12 15:29:24,016][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:29:24,016][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:29:26,366][demucs.solver][INFO] - Valid | Epoch 321 | 1/20 | 2.54 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.224
[2024-12-12 15:29:26,523][demucs.solver][INFO] - Valid | Epoch 321 | 2/20 | 3.18 it/sec | Loss 0.4483 | Reco 0.4483 | Nsdr 1.135
[2024-12-12 15:29:26,767][demucs.solver][INFO] - Valid | Epoch 321 | 3/20 | 3.37 it/sec | Loss 0.4938 | Reco 0.4938 | Nsdr 1.174
[2024-12-12 15:29:26,971][demucs.solver][INFO] - Valid | Epoch 321 | 4/20 | 3.59 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.207
[2024-12-12 15:29:27,184][demucs.solver][INFO] - Valid | Epoch 321 | 5/20 | 3.74 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 1.206
[2024-12-12 15:29:27,361][demucs.solver][INFO] - Valid | Epoch 321 | 6/20 | 3.93 it/sec | Loss 0.5147 | Reco 0.5147 | Nsdr 1.214
[2024-12-12 15:29:27,561][demucs.solver][INFO] - Valid | Epoch 321 | 7/20 | 4.04 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.227
[2024-12-12 15:29:27,782][demucs.solver][INFO] - Valid | Epoch 321 | 8/20 | 4.09 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.227
[2024-12-12 15:29:28,006][demucs.solver][INFO] - Valid | Epoch 321 | 9/20 | 4.12 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.237
[2024-12-12 15:29:28,210][demucs.solver][INFO] - Valid | Epoch 321 | 10/20 | 4.18 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.220
[2024-12-12 15:29:28,416][demucs.solver][INFO] - Valid | Epoch 321 | 11/20 | 4.23 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.214
[2024-12-12 15:29:28,594][demucs.solver][INFO] - Valid | Epoch 321 | 12/20 | 4.31 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.195
[2024-12-12 15:29:28,791][demucs.solver][INFO] - Valid | Epoch 321 | 13/20 | 4.36 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.196
[2024-12-12 15:29:29,007][demucs.solver][INFO] - Valid | Epoch 321 | 14/20 | 4.38 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.200
[2024-12-12 15:29:29,211][demucs.solver][INFO] - Valid | Epoch 321 | 15/20 | 4.41 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.205
[2024-12-12 15:29:29,431][demucs.solver][INFO] - Valid | Epoch 321 | 16/20 | 4.42 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.209
[2024-12-12 15:29:29,640][demucs.solver][INFO] - Valid | Epoch 321 | 17/20 | 4.43 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.210
[2024-12-12 15:29:29,864][demucs.solver][INFO] - Valid | Epoch 321 | 18/20 | 4.43 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.193
[2024-12-12 15:29:30,044][demucs.solver][INFO] - Valid | Epoch 321 | 19/20 | 4.48 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.202
[2024-12-12 15:29:30,439][demucs.solver][INFO] - Valid Summary | Epoch 321 | Loss=0.5402 | Reco=0.5402 | Nsdr=1.202 | Best=0.5381 | Bname=main
[2024-12-12 15:29:31,877][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:29:31,877][demucs.solver][INFO] - Training...
[2024-12-12 15:29:43,243][demucs.solver][INFO] - Train | Epoch 322 | 1/14 | 0.20 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 0.2998
[2024-12-12 15:29:43,980][demucs.solver][INFO] - Train | Epoch 322 | 2/14 | 0.29 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 0.3028
[2024-12-12 15:29:44,633][demucs.solver][INFO] - Train | Epoch 322 | 3/14 | 0.36 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 0.3077
[2024-12-12 15:29:45,324][demucs.solver][INFO] - Train | Epoch 322 | 4/14 | 0.42 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.2723
[2024-12-12 15:29:45,977][demucs.solver][INFO] - Train | Epoch 322 | 5/14 | 0.48 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.2474
[2024-12-12 15:29:46,625][demucs.solver][INFO] - Train | Epoch 322 | 6/14 | 0.53 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.2421
[2024-12-12 15:29:47,274][demucs.solver][INFO] - Train | Epoch 322 | 7/14 | 0.58 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.2383
[2024-12-12 15:29:47,912][demucs.solver][INFO] - Train | Epoch 322 | 8/14 | 0.62 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.2344
[2024-12-12 15:29:48,554][demucs.solver][INFO] - Train | Epoch 322 | 9/14 | 0.66 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.2269
[2024-12-12 15:29:49,196][demucs.solver][INFO] - Train | Epoch 322 | 10/14 | 0.70 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.2149
[2024-12-12 15:29:49,846][demucs.solver][INFO] - Train | Epoch 322 | 11/14 | 0.73 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.2470
[2024-12-12 15:29:50,490][demucs.solver][INFO] - Train | Epoch 322 | 12/14 | 0.76 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.2550
[2024-12-12 15:29:51,124][demucs.solver][INFO] - Train | Epoch 322 | 13/14 | 0.79 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.2625
[2024-12-12 15:29:51,492][demucs.solver][INFO] - Train Summary | Epoch 322 | Loss=0.2506 | Reco=0.2506 | Grad=0.2625
[2024-12-12 15:29:51,493][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:29:51,493][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:29:54,080][demucs.solver][INFO] - Valid | Epoch 322 | 1/20 | 2.09 it/sec | Loss 0.5836 | Reco 0.5836 | Nsdr 1.136
[2024-12-12 15:29:54,388][demucs.solver][INFO] - Valid | Epoch 322 | 2/20 | 2.37 it/sec | Loss 0.4545 | Reco 0.4545 | Nsdr 1.060
[2024-12-12 15:29:54,790][demucs.solver][INFO] - Valid | Epoch 322 | 3/20 | 2.40 it/sec | Loss 0.5011 | Reco 0.5011 | Nsdr 1.085
[2024-12-12 15:29:55,027][demucs.solver][INFO] - Valid | Epoch 322 | 4/20 | 2.62 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.104
[2024-12-12 15:29:55,265][demucs.solver][INFO] - Valid | Epoch 322 | 5/20 | 2.80 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.083
[2024-12-12 15:29:55,543][demucs.solver][INFO] - Valid | Epoch 322 | 6/20 | 2.89 it/sec | Loss 0.5250 | Reco 0.5250 | Nsdr 1.093
[2024-12-12 15:29:55,796][demucs.solver][INFO] - Valid | Epoch 322 | 7/20 | 2.99 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.101
[2024-12-12 15:29:56,039][demucs.solver][INFO] - Valid | Epoch 322 | 8/20 | 3.08 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.092
[2024-12-12 15:29:56,286][demucs.solver][INFO] - Valid | Epoch 322 | 9/20 | 3.16 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.094
[2024-12-12 15:29:56,505][demucs.solver][INFO] - Valid | Epoch 322 | 10/20 | 3.25 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.086
[2024-12-12 15:29:56,732][demucs.solver][INFO] - Valid | Epoch 322 | 11/20 | 3.32 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.084
[2024-12-12 15:29:56,930][demucs.solver][INFO] - Valid | Epoch 322 | 12/20 | 3.41 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.069
[2024-12-12 15:29:57,130][demucs.solver][INFO] - Valid | Epoch 322 | 13/20 | 3.49 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.073
[2024-12-12 15:29:57,329][demucs.solver][INFO] - Valid | Epoch 322 | 14/20 | 3.56 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.076
[2024-12-12 15:29:57,507][demucs.solver][INFO] - Valid | Epoch 322 | 15/20 | 3.65 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.080
[2024-12-12 15:29:57,729][demucs.solver][INFO] - Valid | Epoch 322 | 16/20 | 3.69 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.086
[2024-12-12 15:29:57,931][demucs.solver][INFO] - Valid | Epoch 322 | 17/20 | 3.74 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.089
[2024-12-12 15:29:58,128][demucs.solver][INFO] - Valid | Epoch 322 | 18/20 | 3.79 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.076
[2024-12-12 15:29:58,307][demucs.solver][INFO] - Valid | Epoch 322 | 19/20 | 3.86 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.082
[2024-12-12 15:29:59,069][demucs.solver][INFO] - Valid Summary | Epoch 322 | Loss=0.5503 | Reco=0.5503 | Nsdr=1.082 | Best=0.5381 | Bname=main
[2024-12-12 15:30:00,515][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:30:00,516][demucs.solver][INFO] - Training...
[2024-12-12 15:30:12,971][demucs.solver][INFO] - Train | Epoch 323 | 1/14 | 0.18 it/sec | Loss 0.2260 | Reco 0.2260 | Grad 0.2297
[2024-12-12 15:30:13,616][demucs.solver][INFO] - Train | Epoch 323 | 2/14 | 0.26 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 0.2149
[2024-12-12 15:30:14,265][demucs.solver][INFO] - Train | Epoch 323 | 3/14 | 0.33 it/sec | Loss 0.2327 | Reco 0.2327 | Grad 0.2047
[2024-12-12 15:30:14,913][demucs.solver][INFO] - Train | Epoch 323 | 4/14 | 0.39 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.2557
[2024-12-12 15:30:15,570][demucs.solver][INFO] - Train | Epoch 323 | 5/14 | 0.44 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.3118
[2024-12-12 15:30:16,218][demucs.solver][INFO] - Train | Epoch 323 | 6/14 | 0.49 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.3101
[2024-12-12 15:30:16,864][demucs.solver][INFO] - Train | Epoch 323 | 7/14 | 0.54 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.3151
[2024-12-12 15:30:17,508][demucs.solver][INFO] - Train | Epoch 323 | 8/14 | 0.58 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.2933
[2024-12-12 15:30:18,146][demucs.solver][INFO] - Train | Epoch 323 | 9/14 | 0.62 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.2733
[2024-12-12 15:30:18,784][demucs.solver][INFO] - Train | Epoch 323 | 10/14 | 0.66 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.2742
[2024-12-12 15:30:19,422][demucs.solver][INFO] - Train | Epoch 323 | 11/14 | 0.69 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.3244
[2024-12-12 15:30:20,066][demucs.solver][INFO] - Train | Epoch 323 | 12/14 | 0.72 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.3267
[2024-12-12 15:30:20,705][demucs.solver][INFO] - Train | Epoch 323 | 13/14 | 0.75 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.3219
[2024-12-12 15:30:21,058][demucs.solver][INFO] - Train Summary | Epoch 323 | Loss=0.2521 | Reco=0.2521 | Grad=0.3219
[2024-12-12 15:30:21,059][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:30:21,059][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:30:23,840][demucs.solver][INFO] - Valid | Epoch 323 | 1/20 | 1.78 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 1.126
[2024-12-12 15:30:24,321][demucs.solver][INFO] - Valid | Epoch 323 | 2/20 | 1.87 it/sec | Loss 0.4536 | Reco 0.4536 | Nsdr 1.049
[2024-12-12 15:30:24,549][demucs.solver][INFO] - Valid | Epoch 323 | 3/20 | 2.19 it/sec | Loss 0.5000 | Reco 0.5000 | Nsdr 1.077
[2024-12-12 15:30:24,749][demucs.solver][INFO] - Valid | Epoch 323 | 4/20 | 2.46 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.098
[2024-12-12 15:30:24,926][demucs.solver][INFO] - Valid | Epoch 323 | 5/20 | 2.72 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.082
[2024-12-12 15:30:25,126][demucs.solver][INFO] - Valid | Epoch 323 | 6/20 | 2.91 it/sec | Loss 0.5239 | Reco 0.5239 | Nsdr 1.090
[2024-12-12 15:30:25,327][demucs.solver][INFO] - Valid | Epoch 323 | 7/20 | 3.07 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.099
[2024-12-12 15:30:25,481][demucs.solver][INFO] - Valid | Epoch 323 | 8/20 | 3.26 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.092
[2024-12-12 15:30:25,642][demucs.solver][INFO] - Valid | Epoch 323 | 9/20 | 3.42 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.093
[2024-12-12 15:30:25,837][demucs.solver][INFO] - Valid | Epoch 323 | 10/20 | 3.53 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.084
[2024-12-12 15:30:26,043][demucs.solver][INFO] - Valid | Epoch 323 | 11/20 | 3.61 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.081
[2024-12-12 15:30:26,263][demucs.solver][INFO] - Valid | Epoch 323 | 12/20 | 3.67 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.067
[2024-12-12 15:30:26,461][demucs.solver][INFO] - Valid | Epoch 323 | 13/20 | 3.74 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.070
[2024-12-12 15:30:26,661][demucs.solver][INFO] - Valid | Epoch 323 | 14/20 | 3.80 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.073
[2024-12-12 15:30:26,882][demucs.solver][INFO] - Valid | Epoch 323 | 15/20 | 3.84 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.077
[2024-12-12 15:30:27,100][demucs.solver][INFO] - Valid | Epoch 323 | 16/20 | 3.88 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.082
[2024-12-12 15:30:27,298][demucs.solver][INFO] - Valid | Epoch 323 | 17/20 | 3.93 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.083
[2024-12-12 15:30:27,501][demucs.solver][INFO] - Valid | Epoch 323 | 18/20 | 3.97 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.070
[2024-12-12 15:30:27,703][demucs.solver][INFO] - Valid | Epoch 323 | 19/20 | 4.01 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.076
[2024-12-12 15:30:28,087][demucs.solver][INFO] - Valid Summary | Epoch 323 | Loss=0.5499 | Reco=0.5499 | Nsdr=1.076 | Best=0.5381 | Bname=main
[2024-12-12 15:30:29,376][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:30:29,377][demucs.solver][INFO] - Training...
[2024-12-12 15:30:38,268][demucs.solver][INFO] - Train | Epoch 324 | 1/14 | 0.28 it/sec | Loss 0.2288 | Reco 0.2288 | Grad 0.8048
[2024-12-12 15:30:38,912][demucs.solver][INFO] - Train | Epoch 324 | 2/14 | 0.39 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.6758
[2024-12-12 15:30:39,564][demucs.solver][INFO] - Train | Epoch 324 | 3/14 | 0.48 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 0.5366
[2024-12-12 15:30:40,209][demucs.solver][INFO] - Train | Epoch 324 | 4/14 | 0.55 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 0.5075
[2024-12-12 15:30:40,855][demucs.solver][INFO] - Train | Epoch 324 | 5/14 | 0.62 it/sec | Loss 0.2328 | Reco 0.2328 | Grad 0.5320
[2024-12-12 15:30:41,502][demucs.solver][INFO] - Train | Epoch 324 | 6/14 | 0.68 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 0.4698
[2024-12-12 15:30:42,141][demucs.solver][INFO] - Train | Epoch 324 | 7/14 | 0.73 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 0.4391
[2024-12-12 15:30:42,774][demucs.solver][INFO] - Train | Epoch 324 | 8/14 | 0.78 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 0.4195
[2024-12-12 15:30:43,406][demucs.solver][INFO] - Train | Epoch 324 | 9/14 | 0.82 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 0.3933
[2024-12-12 15:30:44,043][demucs.solver][INFO] - Train | Epoch 324 | 10/14 | 0.85 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 0.4062
[2024-12-12 15:30:44,682][demucs.solver][INFO] - Train | Epoch 324 | 11/14 | 0.89 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.3968
[2024-12-12 15:30:45,318][demucs.solver][INFO] - Train | Epoch 324 | 12/14 | 0.92 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.3808
[2024-12-12 15:30:45,952][demucs.solver][INFO] - Train | Epoch 324 | 13/14 | 0.95 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.3710
[2024-12-12 15:30:46,321][demucs.solver][INFO] - Train Summary | Epoch 324 | Loss=0.2435 | Reco=0.2435 | Grad=0.3710
[2024-12-12 15:30:46,321][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:30:46,321][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:30:49,117][demucs.solver][INFO] - Valid | Epoch 324 | 1/20 | 1.76 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.205
[2024-12-12 15:30:49,320][demucs.solver][INFO] - Valid | Epoch 324 | 2/20 | 2.24 it/sec | Loss 0.4506 | Reco 0.4506 | Nsdr 1.116
[2024-12-12 15:30:49,538][demucs.solver][INFO] - Valid | Epoch 324 | 3/20 | 2.57 it/sec | Loss 0.4964 | Reco 0.4964 | Nsdr 1.149
[2024-12-12 15:30:49,741][demucs.solver][INFO] - Valid | Epoch 324 | 4/20 | 2.84 it/sec | Loss 0.5143 | Reco 0.5143 | Nsdr 1.167
[2024-12-12 15:30:49,943][demucs.solver][INFO] - Valid | Epoch 324 | 5/20 | 3.05 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.153
[2024-12-12 15:30:50,148][demucs.solver][INFO] - Valid | Epoch 324 | 6/20 | 3.23 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 1.157
[2024-12-12 15:30:50,324][demucs.solver][INFO] - Valid | Epoch 324 | 7/20 | 3.41 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.165
[2024-12-12 15:30:50,521][demucs.solver][INFO] - Valid | Epoch 324 | 8/20 | 3.54 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.159
[2024-12-12 15:30:50,740][demucs.solver][INFO] - Valid | Epoch 324 | 9/20 | 3.62 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.163
[2024-12-12 15:30:50,918][demucs.solver][INFO] - Valid | Epoch 324 | 10/20 | 3.74 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.152
[2024-12-12 15:30:51,094][demucs.solver][INFO] - Valid | Epoch 324 | 11/20 | 3.85 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.148
[2024-12-12 15:30:51,290][demucs.solver][INFO] - Valid | Epoch 324 | 12/20 | 3.93 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.130
[2024-12-12 15:30:51,491][demucs.solver][INFO] - Valid | Epoch 324 | 13/20 | 3.99 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.130
[2024-12-12 15:30:51,671][demucs.solver][INFO] - Valid | Epoch 324 | 14/20 | 4.06 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.133
[2024-12-12 15:30:51,890][demucs.solver][INFO] - Valid | Epoch 324 | 15/20 | 4.09 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.136
[2024-12-12 15:30:52,087][demucs.solver][INFO] - Valid | Epoch 324 | 16/20 | 4.14 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.140
[2024-12-12 15:30:52,249][demucs.solver][INFO] - Valid | Epoch 324 | 17/20 | 4.22 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.149
[2024-12-12 15:30:52,478][demucs.solver][INFO] - Valid | Epoch 324 | 18/20 | 4.22 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.135
[2024-12-12 15:30:52,656][demucs.solver][INFO] - Valid | Epoch 324 | 19/20 | 4.28 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.142
[2024-12-12 15:30:53,064][demucs.solver][INFO] - Valid Summary | Epoch 324 | Loss=0.5451 | Reco=0.5451 | Nsdr=1.142 | Best=0.5381 | Bname=main
[2024-12-12 15:30:54,480][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:30:54,481][demucs.solver][INFO] - Training...
[2024-12-12 15:31:07,620][demucs.solver][INFO] - Train | Epoch 325 | 1/14 | 0.18 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.3630
[2024-12-12 15:31:08,272][demucs.solver][INFO] - Train | Epoch 325 | 2/14 | 0.25 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.3889
[2024-12-12 15:31:08,904][demucs.solver][INFO] - Train | Epoch 325 | 3/14 | 0.32 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.3437
[2024-12-12 15:31:09,542][demucs.solver][INFO] - Train | Epoch 325 | 4/14 | 0.38 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.3087
[2024-12-12 15:31:10,188][demucs.solver][INFO] - Train | Epoch 325 | 5/14 | 0.44 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.3522
[2024-12-12 15:31:10,832][demucs.solver][INFO] - Train | Epoch 325 | 6/14 | 0.49 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.3524
[2024-12-12 15:31:11,463][demucs.solver][INFO] - Train | Epoch 325 | 7/14 | 0.53 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.4139
[2024-12-12 15:31:12,093][demucs.solver][INFO] - Train | Epoch 325 | 8/14 | 0.58 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.4055
[2024-12-12 15:31:12,722][demucs.solver][INFO] - Train | Epoch 325 | 9/14 | 0.62 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.4190
[2024-12-12 15:31:13,351][demucs.solver][INFO] - Train | Epoch 325 | 10/14 | 0.65 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.4281
[2024-12-12 15:31:13,986][demucs.solver][INFO] - Train | Epoch 325 | 11/14 | 0.69 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.4209
[2024-12-12 15:31:14,618][demucs.solver][INFO] - Train | Epoch 325 | 12/14 | 0.72 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.4165
[2024-12-12 15:31:15,251][demucs.solver][INFO] - Train | Epoch 325 | 13/14 | 0.75 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.4127
[2024-12-12 15:31:15,622][demucs.solver][INFO] - Train Summary | Epoch 325 | Loss=0.2530 | Reco=0.2530 | Grad=0.4127
[2024-12-12 15:31:15,622][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:31:15,622][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:31:18,078][demucs.solver][INFO] - Valid | Epoch 325 | 1/20 | 2.60 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.181
[2024-12-12 15:31:18,289][demucs.solver][INFO] - Valid | Epoch 325 | 2/20 | 3.06 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.094
[2024-12-12 15:31:18,466][demucs.solver][INFO] - Valid | Epoch 325 | 3/20 | 3.45 it/sec | Loss 0.4969 | Reco 0.4969 | Nsdr 1.122
[2024-12-12 15:31:18,698][demucs.solver][INFO] - Valid | Epoch 325 | 4/20 | 3.60 it/sec | Loss 0.5143 | Reco 0.5143 | Nsdr 1.151
[2024-12-12 15:31:18,878][demucs.solver][INFO] - Valid | Epoch 325 | 5/20 | 3.82 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.142
[2024-12-12 15:31:19,081][demucs.solver][INFO] - Valid | Epoch 325 | 6/20 | 3.95 it/sec | Loss 0.5191 | Reco 0.5191 | Nsdr 1.151
[2024-12-12 15:31:19,275][demucs.solver][INFO] - Valid | Epoch 325 | 7/20 | 4.07 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.163
[2024-12-12 15:31:19,474][demucs.solver][INFO] - Valid | Epoch 325 | 8/20 | 4.16 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.160
[2024-12-12 15:31:19,649][demucs.solver][INFO] - Valid | Epoch 325 | 9/20 | 4.27 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.168
[2024-12-12 15:31:19,848][demucs.solver][INFO] - Valid | Epoch 325 | 10/20 | 4.33 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.154
[2024-12-12 15:31:20,047][demucs.solver][INFO] - Valid | Epoch 325 | 11/20 | 4.38 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.150
[2024-12-12 15:31:20,268][demucs.solver][INFO] - Valid | Epoch 325 | 12/20 | 4.39 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.133
[2024-12-12 15:31:20,489][demucs.solver][INFO] - Valid | Epoch 325 | 13/20 | 4.40 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.135
[2024-12-12 15:31:20,687][demucs.solver][INFO] - Valid | Epoch 325 | 14/20 | 4.44 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.139
[2024-12-12 15:31:20,883][demucs.solver][INFO] - Valid | Epoch 325 | 15/20 | 4.48 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.144
[2024-12-12 15:31:21,076][demucs.solver][INFO] - Valid | Epoch 325 | 16/20 | 4.51 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.149
[2024-12-12 15:31:21,291][demucs.solver][INFO] - Valid | Epoch 325 | 17/20 | 4.52 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.148
[2024-12-12 15:31:21,443][demucs.solver][INFO] - Valid | Epoch 325 | 18/20 | 4.59 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.132
[2024-12-12 15:31:21,677][demucs.solver][INFO] - Valid | Epoch 325 | 19/20 | 4.58 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.141
[2024-12-12 15:31:22,096][demucs.solver][INFO] - Valid Summary | Epoch 325 | Loss=0.5445 | Reco=0.5445 | Nsdr=1.141 | Best=0.5381 | Bname=main
[2024-12-12 15:31:23,470][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:31:23,470][demucs.solver][INFO] - Training...
[2024-12-12 15:31:30,609][demucs.solver][INFO] - Train | Epoch 326 | 1/14 | 0.37 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.2973
[2024-12-12 15:31:31,263][demucs.solver][INFO] - Train | Epoch 326 | 2/14 | 0.50 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.4036
[2024-12-12 15:31:32,970][demucs.solver][INFO] - Train | Epoch 326 | 3/14 | 0.52 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.4296
[2024-12-12 15:31:36,822][demucs.solver][INFO] - Train | Epoch 326 | 4/14 | 0.43 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.4453
[2024-12-12 15:31:37,454][demucs.solver][INFO] - Train | Epoch 326 | 5/14 | 0.49 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.4276
[2024-12-12 15:31:38,087][demucs.solver][INFO] - Train | Epoch 326 | 6/14 | 0.54 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.4018
[2024-12-12 15:31:38,717][demucs.solver][INFO] - Train | Epoch 326 | 7/14 | 0.59 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.4354
[2024-12-12 15:31:39,349][demucs.solver][INFO] - Train | Epoch 326 | 8/14 | 0.64 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.4152
[2024-12-12 15:31:39,981][demucs.solver][INFO] - Train | Epoch 326 | 9/14 | 0.68 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.4114
[2024-12-12 15:31:40,612][demucs.solver][INFO] - Train | Epoch 326 | 10/14 | 0.72 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.3860
[2024-12-12 15:31:41,242][demucs.solver][INFO] - Train | Epoch 326 | 11/14 | 0.75 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.3786
[2024-12-12 15:31:41,872][demucs.solver][INFO] - Train | Epoch 326 | 12/14 | 0.78 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.4022
[2024-12-12 15:31:42,500][demucs.solver][INFO] - Train | Epoch 326 | 13/14 | 0.81 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.4244
[2024-12-12 15:31:42,846][demucs.solver][INFO] - Train Summary | Epoch 326 | Loss=0.2516 | Reco=0.2516 | Grad=0.4244
[2024-12-12 15:31:42,847][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:31:42,847][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:31:45,516][demucs.solver][INFO] - Valid | Epoch 326 | 1/20 | 1.88 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.227
[2024-12-12 15:31:46,345][demucs.solver][INFO] - Valid | Epoch 326 | 2/20 | 1.59 it/sec | Loss 0.4491 | Reco 0.4491 | Nsdr 1.130
[2024-12-12 15:31:47,270][demucs.solver][INFO] - Valid | Epoch 326 | 3/20 | 1.42 it/sec | Loss 0.4945 | Reco 0.4945 | Nsdr 1.175
[2024-12-12 15:31:48,130][demucs.solver][INFO] - Valid | Epoch 326 | 4/20 | 1.36 it/sec | Loss 0.5121 | Reco 0.5121 | Nsdr 1.196
[2024-12-12 15:31:49,089][demucs.solver][INFO] - Valid | Epoch 326 | 5/20 | 1.29 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.179
[2024-12-12 15:31:49,423][demucs.solver][INFO] - Valid | Epoch 326 | 6/20 | 1.41 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.185
[2024-12-12 15:31:49,643][demucs.solver][INFO] - Valid | Epoch 326 | 7/20 | 1.54 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.198
[2024-12-12 15:31:49,800][demucs.solver][INFO] - Valid | Epoch 326 | 8/20 | 1.68 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.191
[2024-12-12 15:31:49,998][demucs.solver][INFO] - Valid | Epoch 326 | 9/20 | 1.80 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.197
[2024-12-12 15:31:50,218][demucs.solver][INFO] - Valid | Epoch 326 | 10/20 | 1.91 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.184
[2024-12-12 15:31:50,437][demucs.solver][INFO] - Valid | Epoch 326 | 11/20 | 2.01 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.180
[2024-12-12 15:31:50,634][demucs.solver][INFO] - Valid | Epoch 326 | 12/20 | 2.10 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.161
[2024-12-12 15:31:50,809][demucs.solver][INFO] - Valid | Epoch 326 | 13/20 | 2.20 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.161
[2024-12-12 15:31:51,007][demucs.solver][INFO] - Valid | Epoch 326 | 14/20 | 2.29 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.164
[2024-12-12 15:31:51,207][demucs.solver][INFO] - Valid | Epoch 326 | 15/20 | 2.37 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.169
[2024-12-12 15:31:51,428][demucs.solver][INFO] - Valid | Epoch 326 | 16/20 | 2.44 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.173
[2024-12-12 15:31:51,624][demucs.solver][INFO] - Valid | Epoch 326 | 17/20 | 2.51 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.181
[2024-12-12 15:31:51,848][demucs.solver][INFO] - Valid | Epoch 326 | 18/20 | 2.57 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.164
[2024-12-12 15:31:52,029][demucs.solver][INFO] - Valid | Epoch 326 | 19/20 | 2.64 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.173
[2024-12-12 15:31:52,488][demucs.solver][INFO] - Valid Summary | Epoch 326 | Loss=0.5429 | Reco=0.5429 | Nsdr=1.173 | Best=0.5381 | Bname=main
[2024-12-12 15:31:53,969][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:31:53,970][demucs.solver][INFO] - Training...
[2024-12-12 15:32:02,421][demucs.solver][INFO] - Train | Epoch 327 | 1/14 | 0.29 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.2849
[2024-12-12 15:32:03,066][demucs.solver][INFO] - Train | Epoch 327 | 2/14 | 0.40 it/sec | Loss 0.2646 | Reco 0.2646 | Grad 0.2624
[2024-12-12 15:32:03,715][demucs.solver][INFO] - Train | Epoch 327 | 3/14 | 0.49 it/sec | Loss 0.2644 | Reco 0.2644 | Grad 0.2754
[2024-12-12 15:32:04,360][demucs.solver][INFO] - Train | Epoch 327 | 4/14 | 0.57 it/sec | Loss 0.2623 | Reco 0.2623 | Grad 0.2973
[2024-12-12 15:32:05,005][demucs.solver][INFO] - Train | Epoch 327 | 5/14 | 0.63 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.3035
[2024-12-12 15:32:05,648][demucs.solver][INFO] - Train | Epoch 327 | 6/14 | 0.69 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.3154
[2024-12-12 15:32:06,294][demucs.solver][INFO] - Train | Epoch 327 | 7/14 | 0.74 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.3026
[2024-12-12 15:32:06,940][demucs.solver][INFO] - Train | Epoch 327 | 8/14 | 0.79 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.2883
[2024-12-12 15:32:07,664][demucs.solver][INFO] - Train | Epoch 327 | 9/14 | 0.82 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.2912
[2024-12-12 15:32:08,363][demucs.solver][INFO] - Train | Epoch 327 | 10/14 | 0.86 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.2862
[2024-12-12 15:32:09,012][demucs.solver][INFO] - Train | Epoch 327 | 11/14 | 0.89 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.2985
[2024-12-12 15:32:09,644][demucs.solver][INFO] - Train | Epoch 327 | 12/14 | 0.92 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.3031
[2024-12-12 15:32:10,278][demucs.solver][INFO] - Train | Epoch 327 | 13/14 | 0.95 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.2996
[2024-12-12 15:32:10,624][demucs.solver][INFO] - Train Summary | Epoch 327 | Loss=0.2536 | Reco=0.2536 | Grad=0.2996
[2024-12-12 15:32:10,624][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:32:10,624][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:32:13,195][demucs.solver][INFO] - Valid | Epoch 327 | 1/20 | 1.93 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.206
[2024-12-12 15:32:13,448][demucs.solver][INFO] - Valid | Epoch 327 | 2/20 | 2.32 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.119
[2024-12-12 15:32:13,672][demucs.solver][INFO] - Valid | Epoch 327 | 3/20 | 2.64 it/sec | Loss 0.4963 | Reco 0.4963 | Nsdr 1.151
[2024-12-12 15:32:13,870][demucs.solver][INFO] - Valid | Epoch 327 | 4/20 | 2.92 it/sec | Loss 0.5143 | Reco 0.5143 | Nsdr 1.163
[2024-12-12 15:32:14,068][demucs.solver][INFO] - Valid | Epoch 327 | 5/20 | 3.14 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.144
[2024-12-12 15:32:14,274][demucs.solver][INFO] - Valid | Epoch 327 | 6/20 | 3.31 it/sec | Loss 0.5198 | Reco 0.5198 | Nsdr 1.150
[2024-12-12 15:32:14,496][demucs.solver][INFO] - Valid | Epoch 327 | 7/20 | 3.42 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.157
[2024-12-12 15:32:14,695][demucs.solver][INFO] - Valid | Epoch 327 | 8/20 | 3.55 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.148
[2024-12-12 15:32:14,921][demucs.solver][INFO] - Valid | Epoch 327 | 9/20 | 3.62 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.151
[2024-12-12 15:32:15,122][demucs.solver][INFO] - Valid | Epoch 327 | 10/20 | 3.71 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.141
[2024-12-12 15:32:15,278][demucs.solver][INFO] - Valid | Epoch 327 | 11/20 | 3.84 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.138
[2024-12-12 15:32:15,479][demucs.solver][INFO] - Valid | Epoch 327 | 12/20 | 3.91 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.120
[2024-12-12 15:32:15,705][demucs.solver][INFO] - Valid | Epoch 327 | 13/20 | 3.95 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.122
[2024-12-12 15:32:15,906][demucs.solver][INFO] - Valid | Epoch 327 | 14/20 | 4.00 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.124
[2024-12-12 15:32:16,101][demucs.solver][INFO] - Valid | Epoch 327 | 15/20 | 4.06 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.128
[2024-12-12 15:32:16,321][demucs.solver][INFO] - Valid | Epoch 327 | 16/20 | 4.08 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.132
[2024-12-12 15:32:16,542][demucs.solver][INFO] - Valid | Epoch 327 | 17/20 | 4.10 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.142
[2024-12-12 15:32:16,762][demucs.solver][INFO] - Valid | Epoch 327 | 18/20 | 4.13 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.128
[2024-12-12 15:32:16,986][demucs.solver][INFO] - Valid | Epoch 327 | 19/20 | 4.14 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.135
[2024-12-12 15:32:17,435][demucs.solver][INFO] - Valid Summary | Epoch 327 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.135 | Best=0.5381 | Bname=main
[2024-12-12 15:32:18,846][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:32:18,847][demucs.solver][INFO] - Training...
[2024-12-12 15:32:26,840][demucs.solver][INFO] - Train | Epoch 328 | 1/14 | 0.33 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.3816
[2024-12-12 15:32:27,492][demucs.solver][INFO] - Train | Epoch 328 | 2/14 | 0.45 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.4573
[2024-12-12 15:32:28,142][demucs.solver][INFO] - Train | Epoch 328 | 3/14 | 0.54 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.4295
[2024-12-12 15:32:28,798][demucs.solver][INFO] - Train | Epoch 328 | 4/14 | 0.63 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 0.4809
[2024-12-12 15:32:29,448][demucs.solver][INFO] - Train | Epoch 328 | 5/14 | 0.69 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.5308
[2024-12-12 15:32:30,097][demucs.solver][INFO] - Train | Epoch 328 | 6/14 | 0.75 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.4739
[2024-12-12 15:32:30,745][demucs.solver][INFO] - Train | Epoch 328 | 7/14 | 0.80 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 0.4576
[2024-12-12 15:32:31,399][demucs.solver][INFO] - Train | Epoch 328 | 8/14 | 0.85 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.4519
[2024-12-12 15:32:32,035][demucs.solver][INFO] - Train | Epoch 328 | 9/14 | 0.89 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.4425
[2024-12-12 15:32:32,672][demucs.solver][INFO] - Train | Epoch 328 | 10/14 | 0.93 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.4664
[2024-12-12 15:32:33,307][demucs.solver][INFO] - Train | Epoch 328 | 11/14 | 0.96 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.4809
[2024-12-12 15:32:33,942][demucs.solver][INFO] - Train | Epoch 328 | 12/14 | 0.99 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.5042
[2024-12-12 15:32:34,587][demucs.solver][INFO] - Train | Epoch 328 | 13/14 | 1.02 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.5086
[2024-12-12 15:32:34,929][demucs.solver][INFO] - Train Summary | Epoch 328 | Loss=0.2499 | Reco=0.2499 | Grad=0.5086
[2024-12-12 15:32:34,929][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:32:34,929][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:32:37,389][demucs.solver][INFO] - Valid | Epoch 328 | 1/20 | 2.60 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.120
[2024-12-12 15:32:37,633][demucs.solver][INFO] - Valid | Epoch 328 | 2/20 | 2.96 it/sec | Loss 0.4543 | Reco 0.4543 | Nsdr 1.049
[2024-12-12 15:32:37,857][demucs.solver][INFO] - Valid | Epoch 328 | 3/20 | 3.23 it/sec | Loss 0.5002 | Reco 0.5002 | Nsdr 1.092
[2024-12-12 15:32:38,036][demucs.solver][INFO] - Valid | Epoch 328 | 4/20 | 3.53 it/sec | Loss 0.5192 | Reco 0.5192 | Nsdr 1.092
[2024-12-12 15:32:38,245][demucs.solver][INFO] - Valid | Epoch 328 | 5/20 | 3.69 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.068
[2024-12-12 15:32:38,475][demucs.solver][INFO] - Valid | Epoch 328 | 6/20 | 3.77 it/sec | Loss 0.5252 | Reco 0.5252 | Nsdr 1.076
[2024-12-12 15:32:38,652][demucs.solver][INFO] - Valid | Epoch 328 | 7/20 | 3.94 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.083
[2024-12-12 15:32:38,880][demucs.solver][INFO] - Valid | Epoch 328 | 8/20 | 3.98 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.071
[2024-12-12 15:32:39,104][demucs.solver][INFO] - Valid | Epoch 328 | 9/20 | 4.02 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.069
[2024-12-12 15:32:39,334][demucs.solver][INFO] - Valid | Epoch 328 | 10/20 | 4.05 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.061
[2024-12-12 15:32:39,534][demucs.solver][INFO] - Valid | Epoch 328 | 11/20 | 4.12 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.059
[2024-12-12 15:32:39,733][demucs.solver][INFO] - Valid | Epoch 328 | 12/20 | 4.17 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.044
[2024-12-12 15:32:39,954][demucs.solver][INFO] - Valid | Epoch 328 | 13/20 | 4.20 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.047
[2024-12-12 15:32:40,187][demucs.solver][INFO] - Valid | Epoch 328 | 14/20 | 4.20 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.048
[2024-12-12 15:32:40,414][demucs.solver][INFO] - Valid | Epoch 328 | 15/20 | 4.22 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.049
[2024-12-12 15:32:40,591][demucs.solver][INFO] - Valid | Epoch 328 | 16/20 | 4.28 it/sec | Loss 0.5812 | Reco 0.5812 | Nsdr 1.055
[2024-12-12 15:32:40,790][demucs.solver][INFO] - Valid | Epoch 328 | 17/20 | 4.32 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.069
[2024-12-12 15:32:40,944][demucs.solver][INFO] - Valid | Epoch 328 | 18/20 | 4.39 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.056
[2024-12-12 15:32:41,143][demucs.solver][INFO] - Valid | Epoch 328 | 19/20 | 4.42 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.060
[2024-12-12 15:32:41,698][demucs.solver][INFO] - Valid Summary | Epoch 328 | Loss=0.5515 | Reco=0.5515 | Nsdr=1.060 | Best=0.5381 | Bname=main
[2024-12-12 15:32:43,205][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:32:43,207][demucs.solver][INFO] - Training...
[2024-12-12 15:32:50,153][demucs.solver][INFO] - Train | Epoch 329 | 1/14 | 0.38 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.7319
[2024-12-12 15:32:55,326][demucs.solver][INFO] - Train | Epoch 329 | 2/14 | 0.29 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.5421
[2024-12-12 15:32:55,972][demucs.solver][INFO] - Train | Epoch 329 | 3/14 | 0.36 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.4311
[2024-12-12 15:32:56,616][demucs.solver][INFO] - Train | Epoch 329 | 4/14 | 0.43 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.3987
[2024-12-12 15:32:57,261][demucs.solver][INFO] - Train | Epoch 329 | 5/14 | 0.48 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.3418
[2024-12-12 15:32:57,907][demucs.solver][INFO] - Train | Epoch 329 | 6/14 | 0.54 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.3273
[2024-12-12 15:32:58,554][demucs.solver][INFO] - Train | Epoch 329 | 7/14 | 0.59 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.3132
[2024-12-12 15:32:59,198][demucs.solver][INFO] - Train | Epoch 329 | 8/14 | 0.63 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.3184
[2024-12-12 15:32:59,846][demucs.solver][INFO] - Train | Epoch 329 | 9/14 | 0.67 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.3145
[2024-12-12 15:33:00,481][demucs.solver][INFO] - Train | Epoch 329 | 10/14 | 0.71 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.3050
[2024-12-12 15:33:01,122][demucs.solver][INFO] - Train | Epoch 329 | 11/14 | 0.74 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.2947
[2024-12-12 15:33:01,759][demucs.solver][INFO] - Train | Epoch 329 | 12/14 | 0.77 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.2781
[2024-12-12 15:33:02,394][demucs.solver][INFO] - Train | Epoch 329 | 13/14 | 0.80 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.2705
[2024-12-12 15:33:02,730][demucs.solver][INFO] - Train Summary | Epoch 329 | Loss=0.2483 | Reco=0.2483 | Grad=0.2705
[2024-12-12 15:33:02,731][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:33:02,731][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:33:05,256][demucs.solver][INFO] - Valid | Epoch 329 | 1/20 | 2.77 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.199
[2024-12-12 15:33:05,474][demucs.solver][INFO] - Valid | Epoch 329 | 2/20 | 3.19 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.106
[2024-12-12 15:33:05,680][demucs.solver][INFO] - Valid | Epoch 329 | 3/20 | 3.49 it/sec | Loss 0.4959 | Reco 0.4959 | Nsdr 1.155
[2024-12-12 15:33:05,889][demucs.solver][INFO] - Valid | Epoch 329 | 4/20 | 3.69 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.170
[2024-12-12 15:33:06,093][demucs.solver][INFO] - Valid | Epoch 329 | 5/20 | 3.85 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.156
[2024-12-12 15:33:06,294][demucs.solver][INFO] - Valid | Epoch 329 | 6/20 | 3.98 it/sec | Loss 0.5189 | Reco 0.5189 | Nsdr 1.162
[2024-12-12 15:33:06,491][demucs.solver][INFO] - Valid | Epoch 329 | 7/20 | 4.09 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.173
[2024-12-12 15:33:06,672][demucs.solver][INFO] - Valid | Epoch 329 | 8/20 | 4.21 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.166
[2024-12-12 15:33:06,850][demucs.solver][INFO] - Valid | Epoch 329 | 9/20 | 4.32 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.170
[2024-12-12 15:33:07,026][demucs.solver][INFO] - Valid | Epoch 329 | 10/20 | 4.42 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.159
[2024-12-12 15:33:07,243][demucs.solver][INFO] - Valid | Epoch 329 | 11/20 | 4.43 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.154
[2024-12-12 15:33:07,443][demucs.solver][INFO] - Valid | Epoch 329 | 12/20 | 4.47 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.136
[2024-12-12 15:33:07,671][demucs.solver][INFO] - Valid | Epoch 329 | 13/20 | 4.46 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.136
[2024-12-12 15:33:07,868][demucs.solver][INFO] - Valid | Epoch 329 | 14/20 | 4.50 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.137
[2024-12-12 15:33:08,093][demucs.solver][INFO] - Valid | Epoch 329 | 15/20 | 4.50 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.141
[2024-12-12 15:33:08,293][demucs.solver][INFO] - Valid | Epoch 329 | 16/20 | 4.52 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.145
[2024-12-12 15:33:08,491][demucs.solver][INFO] - Valid | Epoch 329 | 17/20 | 4.55 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.155
[2024-12-12 15:33:08,686][demucs.solver][INFO] - Valid | Epoch 329 | 18/20 | 4.58 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.140
[2024-12-12 15:33:08,908][demucs.solver][INFO] - Valid | Epoch 329 | 19/20 | 4.57 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.147
[2024-12-12 15:33:09,326][demucs.solver][INFO] - Valid Summary | Epoch 329 | Loss=0.5449 | Reco=0.5449 | Nsdr=1.147 | Best=0.5381 | Bname=main
[2024-12-12 15:33:10,703][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:33:10,703][demucs.solver][INFO] - Training...
[2024-12-12 15:33:20,720][demucs.solver][INFO] - Train | Epoch 330 | 1/14 | 0.23 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.0566
[2024-12-12 15:33:21,370][demucs.solver][INFO] - Train | Epoch 330 | 2/14 | 0.33 it/sec | Loss 0.2654 | Reco 0.2654 | Grad 0.1290
[2024-12-12 15:33:22,022][demucs.solver][INFO] - Train | Epoch 330 | 3/14 | 0.41 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.2128
[2024-12-12 15:33:22,664][demucs.solver][INFO] - Train | Epoch 330 | 4/14 | 0.48 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.1922
[2024-12-12 15:33:23,304][demucs.solver][INFO] - Train | Epoch 330 | 5/14 | 0.54 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.2373
[2024-12-12 15:33:23,946][demucs.solver][INFO] - Train | Epoch 330 | 6/14 | 0.60 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.2603
[2024-12-12 15:33:24,591][demucs.solver][INFO] - Train | Epoch 330 | 7/14 | 0.65 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 0.2759
[2024-12-12 15:33:25,230][demucs.solver][INFO] - Train | Epoch 330 | 8/14 | 0.69 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.2634
[2024-12-12 15:33:25,876][demucs.solver][INFO] - Train | Epoch 330 | 9/14 | 0.73 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.2559
[2024-12-12 15:33:27,732][demucs.solver][INFO] - Train | Epoch 330 | 10/14 | 0.71 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.2377
[2024-12-12 15:33:28,366][demucs.solver][INFO] - Train | Epoch 330 | 11/14 | 0.74 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.2336
[2024-12-12 15:33:29,000][demucs.solver][INFO] - Train | Epoch 330 | 12/14 | 0.77 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.2443
[2024-12-12 15:33:29,633][demucs.solver][INFO] - Train | Epoch 330 | 13/14 | 0.80 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.2574
[2024-12-12 15:33:30,003][demucs.solver][INFO] - Train Summary | Epoch 330 | Loss=0.2524 | Reco=0.2524 | Grad=0.2574
[2024-12-12 15:33:30,004][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:33:30,004][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:33:32,319][demucs.solver][INFO] - Valid | Epoch 330 | 1/20 | 2.74 it/sec | Loss 0.5838 | Reco 0.5838 | Nsdr 1.105
[2024-12-12 15:33:32,523][demucs.solver][INFO] - Valid | Epoch 330 | 2/20 | 3.21 it/sec | Loss 0.4550 | Reco 0.4550 | Nsdr 1.027
[2024-12-12 15:33:32,753][demucs.solver][INFO] - Valid | Epoch 330 | 3/20 | 3.43 it/sec | Loss 0.5013 | Reco 0.5013 | Nsdr 1.057
[2024-12-12 15:33:32,958][demucs.solver][INFO] - Valid | Epoch 330 | 4/20 | 3.65 it/sec | Loss 0.5192 | Reco 0.5192 | Nsdr 1.082
[2024-12-12 15:33:33,162][demucs.solver][INFO] - Valid | Epoch 330 | 5/20 | 3.81 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.070
[2024-12-12 15:33:33,340][demucs.solver][INFO] - Valid | Epoch 330 | 6/20 | 4.00 it/sec | Loss 0.5246 | Reco 0.5246 | Nsdr 1.080
[2024-12-12 15:33:33,518][demucs.solver][INFO] - Valid | Epoch 330 | 7/20 | 4.15 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.091
[2024-12-12 15:33:33,674][demucs.solver][INFO] - Valid | Epoch 330 | 8/20 | 4.31 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.084
[2024-12-12 15:33:33,903][demucs.solver][INFO] - Valid | Epoch 330 | 9/20 | 4.32 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.090
[2024-12-12 15:33:34,147][demucs.solver][INFO] - Valid | Epoch 330 | 10/20 | 4.30 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.076
[2024-12-12 15:33:34,345][demucs.solver][INFO] - Valid | Epoch 330 | 11/20 | 4.35 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.073
[2024-12-12 15:33:34,545][demucs.solver][INFO] - Valid | Epoch 330 | 12/20 | 4.40 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.059
[2024-12-12 15:33:34,700][demucs.solver][INFO] - Valid | Epoch 330 | 13/20 | 4.50 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.061
[2024-12-12 15:33:34,922][demucs.solver][INFO] - Valid | Epoch 330 | 14/20 | 4.50 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.065
[2024-12-12 15:33:35,078][demucs.solver][INFO] - Valid | Epoch 330 | 15/20 | 4.59 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.070
[2024-12-12 15:33:35,277][demucs.solver][INFO] - Valid | Epoch 330 | 16/20 | 4.61 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.075
[2024-12-12 15:33:35,504][demucs.solver][INFO] - Valid | Epoch 330 | 17/20 | 4.60 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.073
[2024-12-12 15:33:35,725][demucs.solver][INFO] - Valid | Epoch 330 | 18/20 | 4.59 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.059
[2024-12-12 15:33:35,880][demucs.solver][INFO] - Valid | Epoch 330 | 19/20 | 4.66 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.067
[2024-12-12 15:33:36,263][demucs.solver][INFO] - Valid Summary | Epoch 330 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.067 | Best=0.5381 | Bname=main
[2024-12-12 15:33:37,659][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:33:37,659][demucs.solver][INFO] - Training...
[2024-12-12 15:33:45,992][demucs.solver][INFO] - Train | Epoch 331 | 1/14 | 0.30 it/sec | Loss 0.2687 | Reco 0.2687 | Grad 0.3988
[2024-12-12 15:33:46,645][demucs.solver][INFO] - Train | Epoch 331 | 2/14 | 0.41 it/sec | Loss 0.2789 | Reco 0.2789 | Grad 0.3653
[2024-12-12 15:33:47,303][demucs.solver][INFO] - Train | Epoch 331 | 3/14 | 0.50 it/sec | Loss 0.2697 | Reco 0.2697 | Grad 0.3740
[2024-12-12 15:33:47,952][demucs.solver][INFO] - Train | Epoch 331 | 4/14 | 0.58 it/sec | Loss 0.2622 | Reco 0.2622 | Grad 0.3120
[2024-12-12 15:33:48,596][demucs.solver][INFO] - Train | Epoch 331 | 5/14 | 0.64 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.3636
[2024-12-12 15:33:49,241][demucs.solver][INFO] - Train | Epoch 331 | 6/14 | 0.70 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.3586
[2024-12-12 15:33:49,887][demucs.solver][INFO] - Train | Epoch 331 | 7/14 | 0.75 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.3445
[2024-12-12 15:33:50,524][demucs.solver][INFO] - Train | Epoch 331 | 8/14 | 0.80 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.3477
[2024-12-12 15:33:51,177][demucs.solver][INFO] - Train | Epoch 331 | 9/14 | 0.84 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.3204
[2024-12-12 15:33:51,822][demucs.solver][INFO] - Train | Epoch 331 | 10/14 | 0.88 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.3437
[2024-12-12 15:33:52,476][demucs.solver][INFO] - Train | Epoch 331 | 11/14 | 0.91 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.3306
[2024-12-12 15:33:53,119][demucs.solver][INFO] - Train | Epoch 331 | 12/14 | 0.94 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.3381
[2024-12-12 15:33:53,764][demucs.solver][INFO] - Train | Epoch 331 | 13/14 | 0.97 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.3183
[2024-12-12 15:33:54,090][demucs.solver][INFO] - Train Summary | Epoch 331 | Loss=0.2442 | Reco=0.2442 | Grad=0.3183
[2024-12-12 15:33:54,091][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:33:54,091][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:33:56,725][demucs.solver][INFO] - Valid | Epoch 331 | 1/20 | 3.13 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.139
[2024-12-12 15:33:56,989][demucs.solver][INFO] - Valid | Epoch 331 | 2/20 | 3.32 it/sec | Loss 0.4542 | Reco 0.4542 | Nsdr 1.063
[2024-12-12 15:33:57,204][demucs.solver][INFO] - Valid | Epoch 331 | 3/20 | 3.58 it/sec | Loss 0.5005 | Reco 0.5005 | Nsdr 1.084
[2024-12-12 15:33:57,427][demucs.solver][INFO] - Valid | Epoch 331 | 4/20 | 3.73 it/sec | Loss 0.5189 | Reco 0.5189 | Nsdr 1.096
[2024-12-12 15:33:57,646][demucs.solver][INFO] - Valid | Epoch 331 | 5/20 | 3.84 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.077
[2024-12-12 15:33:57,868][demucs.solver][INFO] - Valid | Epoch 331 | 6/20 | 3.93 it/sec | Loss 0.5245 | Reco 0.5245 | Nsdr 1.086
[2024-12-12 15:33:58,067][demucs.solver][INFO] - Valid | Epoch 331 | 7/20 | 4.04 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.091
[2024-12-12 15:33:58,242][demucs.solver][INFO] - Valid | Epoch 331 | 8/20 | 4.17 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.082
[2024-12-12 15:33:58,440][demucs.solver][INFO] - Valid | Epoch 331 | 9/20 | 4.25 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.084
[2024-12-12 15:33:58,592][demucs.solver][INFO] - Valid | Epoch 331 | 10/20 | 4.39 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.075
[2024-12-12 15:33:58,743][demucs.solver][INFO] - Valid | Epoch 331 | 11/20 | 4.52 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.073
[2024-12-12 15:33:58,898][demucs.solver][INFO] - Valid | Epoch 331 | 12/20 | 4.62 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.059
[2024-12-12 15:33:59,049][demucs.solver][INFO] - Valid | Epoch 331 | 13/20 | 4.72 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.062
[2024-12-12 15:33:59,287][demucs.solver][INFO] - Valid | Epoch 331 | 14/20 | 4.69 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.064
[2024-12-12 15:33:59,484][demucs.solver][INFO] - Valid | Epoch 331 | 15/20 | 4.71 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.068
[2024-12-12 15:33:59,704][demucs.solver][INFO] - Valid | Epoch 331 | 16/20 | 4.70 it/sec | Loss 0.5797 | Reco 0.5797 | Nsdr 1.073
[2024-12-12 15:33:59,900][demucs.solver][INFO] - Valid | Epoch 331 | 17/20 | 4.72 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.079
[2024-12-12 15:34:00,103][demucs.solver][INFO] - Valid | Epoch 331 | 18/20 | 4.73 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.067
[2024-12-12 15:34:00,302][demucs.solver][INFO] - Valid | Epoch 331 | 19/20 | 4.74 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.073
[2024-12-12 15:34:00,656][demucs.solver][INFO] - Valid Summary | Epoch 331 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.073 | Best=0.5381 | Bname=main
[2024-12-12 15:34:02,027][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:34:02,027][demucs.solver][INFO] - Training...
[2024-12-12 15:34:08,869][demucs.solver][INFO] - Train | Epoch 332 | 1/14 | 0.38 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.3576
[2024-12-12 15:34:09,546][demucs.solver][INFO] - Train | Epoch 332 | 2/14 | 0.50 it/sec | Loss 0.2624 | Reco 0.2624 | Grad 0.4195
[2024-12-12 15:34:10,279][demucs.solver][INFO] - Train | Epoch 332 | 3/14 | 0.59 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.3998
[2024-12-12 15:34:10,958][demucs.solver][INFO] - Train | Epoch 332 | 4/14 | 0.67 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.3939
[2024-12-12 15:34:12,207][demucs.solver][INFO] - Train | Epoch 332 | 5/14 | 0.69 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.3750
[2024-12-12 15:34:13,093][demucs.solver][INFO] - Train | Epoch 332 | 6/14 | 0.73 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.4446
[2024-12-12 15:34:13,730][demucs.solver][INFO] - Train | Epoch 332 | 7/14 | 0.79 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.4587
[2024-12-12 15:34:14,366][demucs.solver][INFO] - Train | Epoch 332 | 8/14 | 0.83 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.4308
[2024-12-12 15:34:15,000][demucs.solver][INFO] - Train | Epoch 332 | 9/14 | 0.87 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.4090
[2024-12-12 15:34:15,639][demucs.solver][INFO] - Train | Epoch 332 | 10/14 | 0.91 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.3865
[2024-12-12 15:34:16,272][demucs.solver][INFO] - Train | Epoch 332 | 11/14 | 0.94 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.3649
[2024-12-12 15:34:16,909][demucs.solver][INFO] - Train | Epoch 332 | 12/14 | 0.97 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.3470
[2024-12-12 15:34:17,545][demucs.solver][INFO] - Train | Epoch 332 | 13/14 | 1.00 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.3375
[2024-12-12 15:34:17,874][demucs.solver][INFO] - Train Summary | Epoch 332 | Loss=0.2489 | Reco=0.2489 | Grad=0.3375
[2024-12-12 15:34:17,875][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:34:17,875][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:34:20,140][demucs.solver][INFO] - Valid | Epoch 332 | 1/20 | 2.83 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.143
[2024-12-12 15:34:20,383][demucs.solver][INFO] - Valid | Epoch 332 | 2/20 | 3.16 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.065
[2024-12-12 15:34:20,588][demucs.solver][INFO] - Valid | Epoch 332 | 3/20 | 3.47 it/sec | Loss 0.4992 | Reco 0.4992 | Nsdr 1.096
[2024-12-12 15:34:20,766][demucs.solver][INFO] - Valid | Epoch 332 | 4/20 | 3.75 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.106
[2024-12-12 15:34:20,966][demucs.solver][INFO] - Valid | Epoch 332 | 5/20 | 3.92 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.083
[2024-12-12 15:34:21,188][demucs.solver][INFO] - Valid | Epoch 332 | 6/20 | 3.99 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.093
[2024-12-12 15:34:21,385][demucs.solver][INFO] - Valid | Epoch 332 | 7/20 | 4.10 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.102
[2024-12-12 15:34:21,539][demucs.solver][INFO] - Valid | Epoch 332 | 8/20 | 4.27 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.091
[2024-12-12 15:34:21,719][demucs.solver][INFO] - Valid | Epoch 332 | 9/20 | 4.38 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.092
[2024-12-12 15:34:21,939][demucs.solver][INFO] - Valid | Epoch 332 | 10/20 | 4.39 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.082
[2024-12-12 15:34:22,136][demucs.solver][INFO] - Valid | Epoch 332 | 11/20 | 4.44 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.081
[2024-12-12 15:34:22,335][demucs.solver][INFO] - Valid | Epoch 332 | 12/20 | 4.48 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.066
[2024-12-12 15:34:22,512][demucs.solver][INFO] - Valid | Epoch 332 | 13/20 | 4.55 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.070
[2024-12-12 15:34:22,689][demucs.solver][INFO] - Valid | Epoch 332 | 14/20 | 4.61 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.073
[2024-12-12 15:34:22,890][demucs.solver][INFO] - Valid | Epoch 332 | 15/20 | 4.63 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.077
[2024-12-12 15:34:23,092][demucs.solver][INFO] - Valid | Epoch 332 | 16/20 | 4.65 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.083
[2024-12-12 15:34:23,246][demucs.solver][INFO] - Valid | Epoch 332 | 17/20 | 4.72 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.086
[2024-12-12 15:34:23,426][demucs.solver][INFO] - Valid | Epoch 332 | 18/20 | 4.76 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.073
[2024-12-12 15:34:23,651][demucs.solver][INFO] - Valid | Epoch 332 | 19/20 | 4.74 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.079
[2024-12-12 15:34:24,059][demucs.solver][INFO] - Valid Summary | Epoch 332 | Loss=0.5496 | Reco=0.5496 | Nsdr=1.079 | Best=0.5381 | Bname=main
[2024-12-12 15:34:25,442][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:34:25,442][demucs.solver][INFO] - Training...
[2024-12-12 15:34:32,856][demucs.solver][INFO] - Train | Epoch 333 | 1/14 | 0.35 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.2666
[2024-12-12 15:34:33,546][demucs.solver][INFO] - Train | Epoch 333 | 2/14 | 0.46 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.3532
[2024-12-12 15:34:34,197][demucs.solver][INFO] - Train | Epoch 333 | 3/14 | 0.56 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.3688
[2024-12-12 15:34:35,144][demucs.solver][INFO] - Train | Epoch 333 | 4/14 | 0.62 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.4774
[2024-12-12 15:34:35,796][demucs.solver][INFO] - Train | Epoch 333 | 5/14 | 0.69 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.4855
[2024-12-12 15:34:36,444][demucs.solver][INFO] - Train | Epoch 333 | 6/14 | 0.75 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.5353
[2024-12-12 15:34:37,094][demucs.solver][INFO] - Train | Epoch 333 | 7/14 | 0.80 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.5293
[2024-12-12 15:34:37,737][demucs.solver][INFO] - Train | Epoch 333 | 8/14 | 0.84 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.5169
[2024-12-12 15:34:38,375][demucs.solver][INFO] - Train | Epoch 333 | 9/14 | 0.88 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.4780
[2024-12-12 15:34:39,011][demucs.solver][INFO] - Train | Epoch 333 | 10/14 | 0.92 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.5929
[2024-12-12 15:34:39,647][demucs.solver][INFO] - Train | Epoch 333 | 11/14 | 0.95 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 0.5644
[2024-12-12 15:34:40,278][demucs.solver][INFO] - Train | Epoch 333 | 12/14 | 0.98 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.5538
[2024-12-12 15:34:40,908][demucs.solver][INFO] - Train | Epoch 333 | 13/14 | 1.01 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.5662
[2024-12-12 15:34:41,276][demucs.solver][INFO] - Train Summary | Epoch 333 | Loss=0.2524 | Reco=0.2524 | Grad=0.5662
[2024-12-12 15:34:41,277][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:34:41,277][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:34:43,677][demucs.solver][INFO] - Valid | Epoch 333 | 1/20 | 3.36 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.242
[2024-12-12 15:34:43,935][demucs.solver][INFO] - Valid | Epoch 333 | 2/20 | 3.52 it/sec | Loss 0.4465 | Reco 0.4465 | Nsdr 1.148
[2024-12-12 15:34:44,138][demucs.solver][INFO] - Valid | Epoch 333 | 3/20 | 3.79 it/sec | Loss 0.4919 | Reco 0.4919 | Nsdr 1.183
[2024-12-12 15:34:44,387][demucs.solver][INFO] - Valid | Epoch 333 | 4/20 | 3.83 it/sec | Loss 0.5091 | Reco 0.5091 | Nsdr 1.204
[2024-12-12 15:34:44,591][demucs.solver][INFO] - Valid | Epoch 333 | 5/20 | 3.97 it/sec | Loss 0.5294 | Reco 0.5294 | Nsdr 1.200
[2024-12-12 15:34:44,791][demucs.solver][INFO] - Valid | Epoch 333 | 6/20 | 4.10 it/sec | Loss 0.5137 | Reco 0.5137 | Nsdr 1.206
[2024-12-12 15:34:45,014][demucs.solver][INFO] - Valid | Epoch 333 | 7/20 | 4.14 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.213
[2024-12-12 15:34:45,241][demucs.solver][INFO] - Valid | Epoch 333 | 8/20 | 4.17 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.212
[2024-12-12 15:34:45,420][demucs.solver][INFO] - Valid | Epoch 333 | 9/20 | 4.28 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.216
[2024-12-12 15:34:45,623][demucs.solver][INFO] - Valid | Epoch 333 | 10/20 | 4.33 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.201
[2024-12-12 15:34:45,825][demucs.solver][INFO] - Valid | Epoch 333 | 11/20 | 4.37 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.197
[2024-12-12 15:34:45,982][demucs.solver][INFO] - Valid | Epoch 333 | 12/20 | 4.48 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.180
[2024-12-12 15:34:46,180][demucs.solver][INFO] - Valid | Epoch 333 | 13/20 | 4.52 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.181
[2024-12-12 15:34:46,387][demucs.solver][INFO] - Valid | Epoch 333 | 14/20 | 4.54 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.184
[2024-12-12 15:34:46,610][demucs.solver][INFO] - Valid | Epoch 333 | 15/20 | 4.53 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.187
[2024-12-12 15:34:46,836][demucs.solver][INFO] - Valid | Epoch 333 | 16/20 | 4.53 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.190
[2024-12-12 15:34:47,014][demucs.solver][INFO] - Valid | Epoch 333 | 17/20 | 4.58 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.196
[2024-12-12 15:34:47,215][demucs.solver][INFO] - Valid | Epoch 333 | 18/20 | 4.60 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.180
[2024-12-12 15:34:47,422][demucs.solver][INFO] - Valid | Epoch 333 | 19/20 | 4.61 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.188
[2024-12-12 15:34:48,023][demucs.solver][INFO] - Valid Summary | Epoch 333 | Loss=0.5395 | Reco=0.5395 | Nsdr=1.188 | Best=0.5381 | Bname=main
[2024-12-12 15:34:49,439][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:34:49,440][demucs.solver][INFO] - Training...
[2024-12-12 15:34:59,015][demucs.solver][INFO] - Train | Epoch 334 | 1/14 | 0.25 it/sec | Loss 0.2739 | Reco 0.2739 | Grad 0.4243
[2024-12-12 15:34:59,674][demucs.solver][INFO] - Train | Epoch 334 | 2/14 | 0.35 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.3569
[2024-12-12 15:35:00,338][demucs.solver][INFO] - Train | Epoch 334 | 3/14 | 0.43 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.3999
[2024-12-12 15:35:01,016][demucs.solver][INFO] - Train | Epoch 334 | 4/14 | 0.50 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.3806
[2024-12-12 15:35:01,812][demucs.solver][INFO] - Train | Epoch 334 | 5/14 | 0.56 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.4051
[2024-12-12 15:35:02,509][demucs.solver][INFO] - Train | Epoch 334 | 6/14 | 0.61 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.3770
[2024-12-12 15:35:03,225][demucs.solver][INFO] - Train | Epoch 334 | 7/14 | 0.66 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.4017
[2024-12-12 15:35:03,879][demucs.solver][INFO] - Train | Epoch 334 | 8/14 | 0.70 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.4037
[2024-12-12 15:35:04,582][demucs.solver][INFO] - Train | Epoch 334 | 9/14 | 0.74 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.4358
[2024-12-12 15:35:05,226][demucs.solver][INFO] - Train | Epoch 334 | 10/14 | 0.78 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.4560
[2024-12-12 15:35:05,897][demucs.solver][INFO] - Train | Epoch 334 | 11/14 | 0.81 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.4906
[2024-12-12 15:35:06,582][demucs.solver][INFO] - Train | Epoch 334 | 12/14 | 0.84 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.4742
[2024-12-12 15:35:07,268][demucs.solver][INFO] - Train | Epoch 334 | 13/14 | 0.87 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.4913
[2024-12-12 15:35:07,688][demucs.solver][INFO] - Train Summary | Epoch 334 | Loss=0.2536 | Reco=0.2536 | Grad=0.4913
[2024-12-12 15:35:07,688][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:35:07,688][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:35:10,319][demucs.solver][INFO] - Valid | Epoch 334 | 1/20 | 2.01 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.191
[2024-12-12 15:35:10,678][demucs.solver][INFO] - Valid | Epoch 334 | 2/20 | 2.22 it/sec | Loss 0.4510 | Reco 0.4510 | Nsdr 1.102
[2024-12-12 15:35:10,914][demucs.solver][INFO] - Valid | Epoch 334 | 3/20 | 2.52 it/sec | Loss 0.4970 | Reco 0.4970 | Nsdr 1.136
[2024-12-12 15:35:11,294][demucs.solver][INFO] - Valid | Epoch 334 | 4/20 | 2.54 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 1.159
[2024-12-12 15:35:11,450][demucs.solver][INFO] - Valid | Epoch 334 | 5/20 | 2.82 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.140
[2024-12-12 15:35:11,675][demucs.solver][INFO] - Valid | Epoch 334 | 6/20 | 2.98 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.150
[2024-12-12 15:35:11,883][demucs.solver][INFO] - Valid | Epoch 334 | 7/20 | 3.13 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.161
[2024-12-12 15:35:12,109][demucs.solver][INFO] - Valid | Epoch 334 | 8/20 | 3.23 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.153
[2024-12-12 15:35:12,268][demucs.solver][INFO] - Valid | Epoch 334 | 9/20 | 3.40 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.157
[2024-12-12 15:35:12,425][demucs.solver][INFO] - Valid | Epoch 334 | 10/20 | 3.55 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.145
[2024-12-12 15:35:12,609][demucs.solver][INFO] - Valid | Epoch 334 | 11/20 | 3.65 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.142
[2024-12-12 15:35:12,823][demucs.solver][INFO] - Valid | Epoch 334 | 12/20 | 3.72 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.126
[2024-12-12 15:35:13,001][demucs.solver][INFO] - Valid | Epoch 334 | 13/20 | 3.81 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.129
[2024-12-12 15:35:13,203][demucs.solver][INFO] - Valid | Epoch 334 | 14/20 | 3.87 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.132
[2024-12-12 15:35:13,427][demucs.solver][INFO] - Valid | Epoch 334 | 15/20 | 3.90 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.136
[2024-12-12 15:35:13,604][demucs.solver][INFO] - Valid | Epoch 334 | 16/20 | 3.97 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.142
[2024-12-12 15:35:13,812][demucs.solver][INFO] - Valid | Epoch 334 | 17/20 | 4.01 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.145
[2024-12-12 15:35:13,974][demucs.solver][INFO] - Valid | Epoch 334 | 18/20 | 4.09 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.130
[2024-12-12 15:35:14,177][demucs.solver][INFO] - Valid | Epoch 334 | 19/20 | 4.12 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.137
[2024-12-12 15:35:14,557][demucs.solver][INFO] - Valid Summary | Epoch 334 | Loss=0.5457 | Reco=0.5457 | Nsdr=1.137 | Best=0.5381 | Bname=main
[2024-12-12 15:35:15,943][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:35:15,944][demucs.solver][INFO] - Training...
[2024-12-12 15:35:24,574][demucs.solver][INFO] - Train | Epoch 335 | 1/14 | 0.29 it/sec | Loss 0.2287 | Reco 0.2287 | Grad 0.5698
[2024-12-12 15:35:25,407][demucs.solver][INFO] - Train | Epoch 335 | 2/14 | 0.38 it/sec | Loss 0.2246 | Reco 0.2246 | Grad 0.4993
[2024-12-12 15:35:26,058][demucs.solver][INFO] - Train | Epoch 335 | 3/14 | 0.47 it/sec | Loss 0.2278 | Reco 0.2278 | Grad 0.4775
[2024-12-12 15:35:26,710][demucs.solver][INFO] - Train | Epoch 335 | 4/14 | 0.55 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.4869
[2024-12-12 15:35:27,356][demucs.solver][INFO] - Train | Epoch 335 | 5/14 | 0.62 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 0.4902
[2024-12-12 15:35:28,002][demucs.solver][INFO] - Train | Epoch 335 | 6/14 | 0.67 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.5718
[2024-12-12 15:35:28,648][demucs.solver][INFO] - Train | Epoch 335 | 7/14 | 0.72 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.5886
[2024-12-12 15:35:29,293][demucs.solver][INFO] - Train | Epoch 335 | 8/14 | 0.77 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.5421
[2024-12-12 15:35:29,943][demucs.solver][INFO] - Train | Epoch 335 | 9/14 | 0.81 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.5190
[2024-12-12 15:35:30,581][demucs.solver][INFO] - Train | Epoch 335 | 10/14 | 0.85 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.4872
[2024-12-12 15:35:31,217][demucs.solver][INFO] - Train | Epoch 335 | 11/14 | 0.88 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.4721
[2024-12-12 15:35:31,851][demucs.solver][INFO] - Train | Epoch 335 | 12/14 | 0.91 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.4625
[2024-12-12 15:35:32,489][demucs.solver][INFO] - Train | Epoch 335 | 13/14 | 0.94 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.4474
[2024-12-12 15:35:32,894][demucs.solver][INFO] - Train Summary | Epoch 335 | Loss=0.2468 | Reco=0.2468 | Grad=0.4474
[2024-12-12 15:35:32,894][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:35:32,895][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:35:35,363][demucs.solver][INFO] - Valid | Epoch 335 | 1/20 | 2.19 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.178
[2024-12-12 15:35:35,538][demucs.solver][INFO] - Valid | Epoch 335 | 2/20 | 2.75 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.094
[2024-12-12 15:35:35,832][demucs.solver][INFO] - Valid | Epoch 335 | 3/20 | 2.89 it/sec | Loss 0.4965 | Reco 0.4965 | Nsdr 1.125
[2024-12-12 15:35:36,089][demucs.solver][INFO] - Valid | Epoch 335 | 4/20 | 3.05 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.160
[2024-12-12 15:35:36,356][demucs.solver][INFO] - Valid | Epoch 335 | 5/20 | 3.14 it/sec | Loss 0.5324 | Reco 0.5324 | Nsdr 1.169
[2024-12-12 15:35:36,629][demucs.solver][INFO] - Valid | Epoch 335 | 6/20 | 3.21 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.180
[2024-12-12 15:35:36,797][demucs.solver][INFO] - Valid | Epoch 335 | 7/20 | 3.41 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.189
[2024-12-12 15:35:37,031][demucs.solver][INFO] - Valid | Epoch 335 | 8/20 | 3.48 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.197
[2024-12-12 15:35:37,185][demucs.solver][INFO] - Valid | Epoch 335 | 9/20 | 3.65 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.207
[2024-12-12 15:35:37,386][demucs.solver][INFO] - Valid | Epoch 335 | 10/20 | 3.74 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.188
[2024-12-12 15:35:37,565][demucs.solver][INFO] - Valid | Epoch 335 | 11/20 | 3.85 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.182
[2024-12-12 15:35:37,742][demucs.solver][INFO] - Valid | Epoch 335 | 12/20 | 3.95 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.166
[2024-12-12 15:35:37,937][demucs.solver][INFO] - Valid | Epoch 335 | 13/20 | 4.01 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.169
[2024-12-12 15:35:38,145][demucs.solver][INFO] - Valid | Epoch 335 | 14/20 | 4.06 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.172
[2024-12-12 15:35:38,369][demucs.solver][INFO] - Valid | Epoch 335 | 15/20 | 4.08 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.177
[2024-12-12 15:35:38,565][demucs.solver][INFO] - Valid | Epoch 335 | 16/20 | 4.13 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.181
[2024-12-12 15:35:38,717][demucs.solver][INFO] - Valid | Epoch 335 | 17/20 | 4.22 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.179
[2024-12-12 15:35:38,915][demucs.solver][INFO] - Valid | Epoch 335 | 18/20 | 4.25 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.162
[2024-12-12 15:35:39,068][demucs.solver][INFO] - Valid | Epoch 335 | 19/20 | 4.33 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.170
[2024-12-12 15:35:39,514][demucs.solver][INFO] - Valid Summary | Epoch 335 | Loss=0.5424 | Reco=0.5424 | Nsdr=1.170 | Best=0.5381 | Bname=main
[2024-12-12 15:35:41,009][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:35:41,010][demucs.solver][INFO] - Training...
[2024-12-12 15:35:47,551][demucs.solver][INFO] - Train | Epoch 336 | 1/14 | 0.42 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.3466
[2024-12-12 15:35:49,861][demucs.solver][INFO] - Train | Epoch 336 | 2/14 | 0.42 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.3039
[2024-12-12 15:35:50,638][demucs.solver][INFO] - Train | Epoch 336 | 3/14 | 0.51 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.3376
[2024-12-12 15:35:51,284][demucs.solver][INFO] - Train | Epoch 336 | 4/14 | 0.59 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.3219
[2024-12-12 15:35:52,095][demucs.solver][INFO] - Train | Epoch 336 | 5/14 | 0.64 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.3130
[2024-12-12 15:35:52,728][demucs.solver][INFO] - Train | Epoch 336 | 6/14 | 0.70 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.2891
[2024-12-12 15:35:53,360][demucs.solver][INFO] - Train | Epoch 336 | 7/14 | 0.76 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.2894
[2024-12-12 15:35:53,992][demucs.solver][INFO] - Train | Epoch 336 | 8/14 | 0.80 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.2659
[2024-12-12 15:35:54,626][demucs.solver][INFO] - Train | Epoch 336 | 9/14 | 0.84 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.2464
[2024-12-12 15:35:55,261][demucs.solver][INFO] - Train | Epoch 336 | 10/14 | 0.88 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.2312
[2024-12-12 15:35:55,899][demucs.solver][INFO] - Train | Epoch 336 | 11/14 | 0.91 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.2199
[2024-12-12 15:35:56,535][demucs.solver][INFO] - Train | Epoch 336 | 12/14 | 0.94 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.2233
[2024-12-12 15:35:57,171][demucs.solver][INFO] - Train | Epoch 336 | 13/14 | 0.97 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.2243
[2024-12-12 15:35:57,573][demucs.solver][INFO] - Train Summary | Epoch 336 | Loss=0.2520 | Reco=0.2520 | Grad=0.2243
[2024-12-12 15:35:57,574][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:35:57,574][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:35:59,991][demucs.solver][INFO] - Valid | Epoch 336 | 1/20 | 2.70 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.204
[2024-12-12 15:36:00,195][demucs.solver][INFO] - Valid | Epoch 336 | 2/20 | 3.18 it/sec | Loss 0.4503 | Reco 0.4503 | Nsdr 1.107
[2024-12-12 15:36:00,770][demucs.solver][INFO] - Valid | Epoch 336 | 3/20 | 2.64 it/sec | Loss 0.4964 | Reco 0.4964 | Nsdr 1.152
[2024-12-12 15:36:00,965][demucs.solver][INFO] - Valid | Epoch 336 | 4/20 | 2.92 it/sec | Loss 0.5140 | Reco 0.5140 | Nsdr 1.178
[2024-12-12 15:36:01,208][demucs.solver][INFO] - Valid | Epoch 336 | 5/20 | 3.07 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.168
[2024-12-12 15:36:01,364][demucs.solver][INFO] - Valid | Epoch 336 | 6/20 | 3.31 it/sec | Loss 0.5184 | Reco 0.5184 | Nsdr 1.176
[2024-12-12 15:36:01,588][demucs.solver][INFO] - Valid | Epoch 336 | 7/20 | 3.42 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.189
[2024-12-12 15:36:01,790][demucs.solver][INFO] - Valid | Epoch 336 | 8/20 | 3.55 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.186
[2024-12-12 15:36:01,992][demucs.solver][INFO] - Valid | Epoch 336 | 9/20 | 3.65 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.193
[2024-12-12 15:36:02,176][demucs.solver][INFO] - Valid | Epoch 336 | 10/20 | 3.76 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.178
[2024-12-12 15:36:02,401][demucs.solver][INFO] - Valid | Epoch 336 | 11/20 | 3.81 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.172
[2024-12-12 15:36:02,602][demucs.solver][INFO] - Valid | Epoch 336 | 12/20 | 3.88 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.154
[2024-12-12 15:36:02,802][demucs.solver][INFO] - Valid | Epoch 336 | 13/20 | 3.94 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.155
[2024-12-12 15:36:03,000][demucs.solver][INFO] - Valid | Epoch 336 | 14/20 | 4.00 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.158
[2024-12-12 15:36:03,202][demucs.solver][INFO] - Valid | Epoch 336 | 15/20 | 4.05 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.163
[2024-12-12 15:36:03,410][demucs.solver][INFO] - Valid | Epoch 336 | 16/20 | 4.09 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.166
[2024-12-12 15:36:03,636][demucs.solver][INFO] - Valid | Epoch 336 | 17/20 | 4.11 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.172
[2024-12-12 15:36:03,812][demucs.solver][INFO] - Valid | Epoch 336 | 18/20 | 4.17 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.155
[2024-12-12 15:36:04,011][demucs.solver][INFO] - Valid | Epoch 336 | 19/20 | 4.20 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.163
[2024-12-12 15:36:04,411][demucs.solver][INFO] - Valid Summary | Epoch 336 | Loss=0.5442 | Reco=0.5442 | Nsdr=1.163 | Best=0.5381 | Bname=main
[2024-12-12 15:36:05,829][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:36:05,830][demucs.solver][INFO] - Training...
[2024-12-12 15:36:15,615][demucs.solver][INFO] - Train | Epoch 337 | 1/14 | 0.24 it/sec | Loss 0.2255 | Reco 0.2255 | Grad 0.3567
[2024-12-12 15:36:17,089][demucs.solver][INFO] - Train | Epoch 337 | 2/14 | 0.31 it/sec | Loss 0.2279 | Reco 0.2279 | Grad 0.3983
[2024-12-12 15:36:18,096][demucs.solver][INFO] - Train | Epoch 337 | 3/14 | 0.37 it/sec | Loss 0.2305 | Reco 0.2305 | Grad 0.3247
[2024-12-12 15:36:18,759][demucs.solver][INFO] - Train | Epoch 337 | 4/14 | 0.44 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.2711
[2024-12-12 15:36:19,435][demucs.solver][INFO] - Train | Epoch 337 | 5/14 | 0.50 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.2701
[2024-12-12 15:36:20,078][demucs.solver][INFO] - Train | Epoch 337 | 6/14 | 0.55 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.2495
[2024-12-12 15:36:20,721][demucs.solver][INFO] - Train | Epoch 337 | 7/14 | 0.60 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.2624
[2024-12-12 15:36:21,362][demucs.solver][INFO] - Train | Epoch 337 | 8/14 | 0.65 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.2468
[2024-12-12 15:36:22,006][demucs.solver][INFO] - Train | Epoch 337 | 9/14 | 0.69 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.2304
[2024-12-12 15:36:22,654][demucs.solver][INFO] - Train | Epoch 337 | 10/14 | 0.72 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.2203
[2024-12-12 15:36:23,291][demucs.solver][INFO] - Train | Epoch 337 | 11/14 | 0.76 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.2258
[2024-12-12 15:36:23,931][demucs.solver][INFO] - Train | Epoch 337 | 12/14 | 0.79 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.2165
[2024-12-12 15:36:24,572][demucs.solver][INFO] - Train | Epoch 337 | 13/14 | 0.82 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.2199
[2024-12-12 15:36:24,901][demucs.solver][INFO] - Train Summary | Epoch 337 | Loss=0.2480 | Reco=0.2480 | Grad=0.2199
[2024-12-12 15:36:24,901][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:36:24,901][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:36:28,405][demucs.solver][INFO] - Valid | Epoch 337 | 1/20 | 1.04 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.175
[2024-12-12 15:36:29,173][demucs.solver][INFO] - Valid | Epoch 337 | 2/20 | 1.11 it/sec | Loss 0.4523 | Reco 0.4523 | Nsdr 1.080
[2024-12-12 15:36:30,073][demucs.solver][INFO] - Valid | Epoch 337 | 3/20 | 1.11 it/sec | Loss 0.4982 | Reco 0.4982 | Nsdr 1.125
[2024-12-12 15:36:30,917][demucs.solver][INFO] - Valid | Epoch 337 | 4/20 | 1.13 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.154
[2024-12-12 15:36:31,695][demucs.solver][INFO] - Valid | Epoch 337 | 5/20 | 1.15 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.148
[2024-12-12 15:36:32,202][demucs.solver][INFO] - Valid | Epoch 337 | 6/20 | 1.22 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.156
[2024-12-12 15:36:32,564][demucs.solver][INFO] - Valid | Epoch 337 | 7/20 | 1.31 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.168
[2024-12-12 15:36:32,794][demucs.solver][INFO] - Valid | Epoch 337 | 8/20 | 1.42 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.166
[2024-12-12 15:36:33,108][demucs.solver][INFO] - Valid | Epoch 337 | 9/20 | 1.51 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.174
[2024-12-12 15:36:33,437][demucs.solver][INFO] - Valid | Epoch 337 | 10/20 | 1.58 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.158
[2024-12-12 15:36:33,700][demucs.solver][INFO] - Valid | Epoch 337 | 11/20 | 1.66 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.153
[2024-12-12 15:36:33,986][demucs.solver][INFO] - Valid | Epoch 337 | 12/20 | 1.73 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.135
[2024-12-12 15:36:34,234][demucs.solver][INFO] - Valid | Epoch 337 | 13/20 | 1.80 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.136
[2024-12-12 15:36:34,433][demucs.solver][INFO] - Valid | Epoch 337 | 14/20 | 1.89 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.139
[2024-12-12 15:36:34,632][demucs.solver][INFO] - Valid | Epoch 337 | 15/20 | 1.96 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.144
[2024-12-12 15:36:34,807][demucs.solver][INFO] - Valid | Epoch 337 | 16/20 | 2.04 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.148
[2024-12-12 15:36:35,006][demucs.solver][INFO] - Valid | Epoch 337 | 17/20 | 2.11 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.154
[2024-12-12 15:36:35,203][demucs.solver][INFO] - Valid | Epoch 337 | 18/20 | 2.18 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.136
[2024-12-12 15:36:35,404][demucs.solver][INFO] - Valid | Epoch 337 | 19/20 | 2.24 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.145
[2024-12-12 15:36:35,804][demucs.solver][INFO] - Valid Summary | Epoch 337 | Loss=0.5456 | Reco=0.5456 | Nsdr=1.145 | Best=0.5381 | Bname=main
[2024-12-12 15:36:37,182][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:36:37,182][demucs.solver][INFO] - Training...
[2024-12-12 15:36:47,276][demucs.solver][INFO] - Train | Epoch 338 | 1/14 | 0.24 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.1225
[2024-12-12 15:36:47,925][demucs.solver][INFO] - Train | Epoch 338 | 2/14 | 0.33 it/sec | Loss 0.2616 | Reco 0.2616 | Grad 0.1856
[2024-12-12 15:36:48,570][demucs.solver][INFO] - Train | Epoch 338 | 3/14 | 0.41 it/sec | Loss 0.2641 | Reco 0.2641 | Grad 0.2742
[2024-12-12 15:36:49,211][demucs.solver][INFO] - Train | Epoch 338 | 4/14 | 0.48 it/sec | Loss 0.2647 | Reco 0.2647 | Grad 0.2427
[2024-12-12 15:36:49,856][demucs.solver][INFO] - Train | Epoch 338 | 5/14 | 0.55 it/sec | Loss 0.2629 | Reco 0.2629 | Grad 0.2170
[2024-12-12 15:36:50,489][demucs.solver][INFO] - Train | Epoch 338 | 6/14 | 0.60 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.2019
[2024-12-12 15:36:51,137][demucs.solver][INFO] - Train | Epoch 338 | 7/14 | 0.65 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.2114
[2024-12-12 15:36:51,785][demucs.solver][INFO] - Train | Epoch 338 | 8/14 | 0.70 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.2059
[2024-12-12 15:36:52,427][demucs.solver][INFO] - Train | Epoch 338 | 9/14 | 0.74 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.2097
[2024-12-12 15:36:53,068][demucs.solver][INFO] - Train | Epoch 338 | 10/14 | 0.77 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.1979
[2024-12-12 15:36:53,707][demucs.solver][INFO] - Train | Epoch 338 | 11/14 | 0.81 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.1998
[2024-12-12 15:36:54,340][demucs.solver][INFO] - Train | Epoch 338 | 12/14 | 0.84 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.2019
[2024-12-12 15:36:54,978][demucs.solver][INFO] - Train | Epoch 338 | 13/14 | 0.87 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.1947
[2024-12-12 15:36:55,351][demucs.solver][INFO] - Train Summary | Epoch 338 | Loss=0.2471 | Reco=0.2471 | Grad=0.1947
[2024-12-12 15:36:55,351][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:36:55,351][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:36:57,715][demucs.solver][INFO] - Valid | Epoch 338 | 1/20 | 2.69 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.181
[2024-12-12 15:36:57,972][demucs.solver][INFO] - Valid | Epoch 338 | 2/20 | 3.00 it/sec | Loss 0.4513 | Reco 0.4513 | Nsdr 1.087
[2024-12-12 15:36:58,879][demucs.solver][INFO] - Valid | Epoch 338 | 3/20 | 2.10 it/sec | Loss 0.4972 | Reco 0.4972 | Nsdr 1.122
[2024-12-12 15:36:59,826][demucs.solver][INFO] - Valid | Epoch 338 | 4/20 | 1.75 it/sec | Loss 0.5144 | Reco 0.5144 | Nsdr 1.156
[2024-12-12 15:37:00,422][demucs.solver][INFO] - Valid | Epoch 338 | 5/20 | 1.74 it/sec | Loss 0.5346 | Reco 0.5346 | Nsdr 1.153
[2024-12-12 15:37:00,813][demucs.solver][INFO] - Valid | Epoch 338 | 6/20 | 1.82 it/sec | Loss 0.5187 | Reco 0.5187 | Nsdr 1.161
[2024-12-12 15:37:01,071][demucs.solver][INFO] - Valid | Epoch 338 | 7/20 | 1.95 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.171
[2024-12-12 15:37:01,371][demucs.solver][INFO] - Valid | Epoch 338 | 8/20 | 2.05 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.171
[2024-12-12 15:37:01,615][demucs.solver][INFO] - Valid | Epoch 338 | 9/20 | 2.15 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.179
[2024-12-12 15:37:01,837][demucs.solver][INFO] - Valid | Epoch 338 | 10/20 | 2.26 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.162
[2024-12-12 15:37:02,125][demucs.solver][INFO] - Valid | Epoch 338 | 11/20 | 2.33 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.157
[2024-12-12 15:37:02,355][demucs.solver][INFO] - Valid | Epoch 338 | 12/20 | 2.41 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.140
[2024-12-12 15:37:02,571][demucs.solver][INFO] - Valid | Epoch 338 | 13/20 | 2.50 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.142
[2024-12-12 15:37:02,797][demucs.solver][INFO] - Valid | Epoch 338 | 14/20 | 2.57 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.146
[2024-12-12 15:37:02,994][demucs.solver][INFO] - Valid | Epoch 338 | 15/20 | 2.66 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.152
[2024-12-12 15:37:03,192][demucs.solver][INFO] - Valid | Epoch 338 | 16/20 | 2.73 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.156
[2024-12-12 15:37:03,368][demucs.solver][INFO] - Valid | Epoch 338 | 17/20 | 2.81 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.157
[2024-12-12 15:37:03,589][demucs.solver][INFO] - Valid | Epoch 338 | 18/20 | 2.87 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.140
[2024-12-12 15:37:03,788][demucs.solver][INFO] - Valid | Epoch 338 | 19/20 | 2.93 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.148
[2024-12-12 15:37:04,172][demucs.solver][INFO] - Valid Summary | Epoch 338 | Loss=0.5441 | Reco=0.5441 | Nsdr=1.148 | Best=0.5381 | Bname=main
[2024-12-12 15:37:05,654][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:37:05,655][demucs.solver][INFO] - Training...
[2024-12-12 15:37:15,068][demucs.solver][INFO] - Train | Epoch 339 | 1/14 | 0.26 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.4647
[2024-12-12 15:37:16,633][demucs.solver][INFO] - Train | Epoch 339 | 2/14 | 0.32 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.4823
[2024-12-12 15:37:17,294][demucs.solver][INFO] - Train | Epoch 339 | 3/14 | 0.40 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.4416
[2024-12-12 15:37:17,936][demucs.solver][INFO] - Train | Epoch 339 | 4/14 | 0.47 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.3860
[2024-12-12 15:37:18,584][demucs.solver][INFO] - Train | Epoch 339 | 5/14 | 0.53 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.3668
[2024-12-12 15:37:19,217][demucs.solver][INFO] - Train | Epoch 339 | 6/14 | 0.58 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.3823
[2024-12-12 15:37:19,852][demucs.solver][INFO] - Train | Epoch 339 | 7/14 | 0.63 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.3640
[2024-12-12 15:37:20,487][demucs.solver][INFO] - Train | Epoch 339 | 8/14 | 0.68 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.4279
[2024-12-12 15:37:21,125][demucs.solver][INFO] - Train | Epoch 339 | 9/14 | 0.72 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.4302
[2024-12-12 15:37:21,760][demucs.solver][INFO] - Train | Epoch 339 | 10/14 | 0.76 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.4025
[2024-12-12 15:37:22,398][demucs.solver][INFO] - Train | Epoch 339 | 11/14 | 0.79 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.4336
[2024-12-12 15:37:23,036][demucs.solver][INFO] - Train | Epoch 339 | 12/14 | 0.82 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.4371
[2024-12-12 15:37:23,679][demucs.solver][INFO] - Train | Epoch 339 | 13/14 | 0.85 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.4409
[2024-12-12 15:37:24,044][demucs.solver][INFO] - Train Summary | Epoch 339 | Loss=0.2453 | Reco=0.2453 | Grad=0.4409
[2024-12-12 15:37:24,044][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:37:24,045][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:37:27,764][demucs.solver][INFO] - Valid | Epoch 339 | 1/20 | 0.94 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.233
[2024-12-12 15:37:28,394][demucs.solver][INFO] - Valid | Epoch 339 | 2/20 | 1.09 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.134
[2024-12-12 15:37:28,707][demucs.solver][INFO] - Valid | Epoch 339 | 3/20 | 1.31 it/sec | Loss 0.4948 | Reco 0.4948 | Nsdr 1.171
[2024-12-12 15:37:29,187][demucs.solver][INFO] - Valid | Epoch 339 | 4/20 | 1.41 it/sec | Loss 0.5123 | Reco 0.5123 | Nsdr 1.192
[2024-12-12 15:37:29,433][demucs.solver][INFO] - Valid | Epoch 339 | 5/20 | 1.58 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 1.179
[2024-12-12 15:37:29,754][demucs.solver][INFO] - Valid | Epoch 339 | 6/20 | 1.70 it/sec | Loss 0.5172 | Reco 0.5172 | Nsdr 1.183
[2024-12-12 15:37:30,015][demucs.solver][INFO] - Valid | Epoch 339 | 7/20 | 1.83 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.192
[2024-12-12 15:37:30,304][demucs.solver][INFO] - Valid | Epoch 339 | 8/20 | 1.93 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.187
[2024-12-12 15:37:30,559][demucs.solver][INFO] - Valid | Epoch 339 | 9/20 | 2.03 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.192
[2024-12-12 15:37:30,823][demucs.solver][INFO] - Valid | Epoch 339 | 10/20 | 2.12 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.179
[2024-12-12 15:37:31,002][demucs.solver][INFO] - Valid | Epoch 339 | 11/20 | 2.24 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.174
[2024-12-12 15:37:31,201][demucs.solver][INFO] - Valid | Epoch 339 | 12/20 | 2.34 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.156
[2024-12-12 15:37:31,420][demucs.solver][INFO] - Valid | Epoch 339 | 13/20 | 2.42 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.157
[2024-12-12 15:37:31,622][demucs.solver][INFO] - Valid | Epoch 339 | 14/20 | 2.51 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.160
[2024-12-12 15:37:31,843][demucs.solver][INFO] - Valid | Epoch 339 | 15/20 | 2.58 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.165
[2024-12-12 15:37:32,062][demucs.solver][INFO] - Valid | Epoch 339 | 16/20 | 2.65 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.169
[2024-12-12 15:37:32,261][demucs.solver][INFO] - Valid | Epoch 339 | 17/20 | 2.72 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.178
[2024-12-12 15:37:32,441][demucs.solver][INFO] - Valid | Epoch 339 | 18/20 | 2.80 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.161
[2024-12-12 15:37:32,661][demucs.solver][INFO] - Valid | Epoch 339 | 19/20 | 2.85 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.169
[2024-12-12 15:37:33,850][demucs.solver][INFO] - Valid Summary | Epoch 339 | Loss=0.5428 | Reco=0.5428 | Nsdr=1.169 | Best=0.5381 | Bname=main
[2024-12-12 15:37:35,263][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:37:35,264][demucs.solver][INFO] - Training...
[2024-12-12 15:37:46,407][demucs.solver][INFO] - Train | Epoch 340 | 1/14 | 0.21 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.3651
[2024-12-12 15:37:47,046][demucs.solver][INFO] - Train | Epoch 340 | 2/14 | 0.30 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.4711
[2024-12-12 15:37:47,690][demucs.solver][INFO] - Train | Epoch 340 | 3/14 | 0.38 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.3904
[2024-12-12 15:37:48,329][demucs.solver][INFO] - Train | Epoch 340 | 4/14 | 0.44 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.3420
[2024-12-12 15:37:48,966][demucs.solver][INFO] - Train | Epoch 340 | 5/14 | 0.50 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.4162
[2024-12-12 15:37:49,599][demucs.solver][INFO] - Train | Epoch 340 | 6/14 | 0.56 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.4091
[2024-12-12 15:37:50,244][demucs.solver][INFO] - Train | Epoch 340 | 7/14 | 0.61 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.4346
[2024-12-12 15:37:50,882][demucs.solver][INFO] - Train | Epoch 340 | 8/14 | 0.65 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.4147
[2024-12-12 15:37:51,520][demucs.solver][INFO] - Train | Epoch 340 | 9/14 | 0.69 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.3912
[2024-12-12 15:37:52,151][demucs.solver][INFO] - Train | Epoch 340 | 10/14 | 0.73 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.3661
[2024-12-12 15:37:53,787][demucs.solver][INFO] - Train | Epoch 340 | 11/14 | 0.72 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.3790
[2024-12-12 15:37:54,421][demucs.solver][INFO] - Train | Epoch 340 | 12/14 | 0.75 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.3653
[2024-12-12 15:37:55,055][demucs.solver][INFO] - Train | Epoch 340 | 13/14 | 0.78 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.3501
[2024-12-12 15:37:55,426][demucs.solver][INFO] - Train Summary | Epoch 340 | Loss=0.2469 | Reco=0.2469 | Grad=0.3501
[2024-12-12 15:37:55,426][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:37:55,427][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:37:58,134][demucs.solver][INFO] - Valid | Epoch 340 | 1/20 | 1.73 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.176
[2024-12-12 15:37:58,434][demucs.solver][INFO] - Valid | Epoch 340 | 2/20 | 2.06 it/sec | Loss 0.4516 | Reco 0.4516 | Nsdr 1.087
[2024-12-12 15:37:58,647][demucs.solver][INFO] - Valid | Epoch 340 | 3/20 | 2.39 it/sec | Loss 0.4975 | Reco 0.4975 | Nsdr 1.121
[2024-12-12 15:37:58,848][demucs.solver][INFO] - Valid | Epoch 340 | 4/20 | 2.67 it/sec | Loss 0.5150 | Reco 0.5150 | Nsdr 1.147
[2024-12-12 15:37:59,078][demucs.solver][INFO] - Valid | Epoch 340 | 5/20 | 2.86 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.133
[2024-12-12 15:37:59,277][demucs.solver][INFO] - Valid | Epoch 340 | 6/20 | 3.04 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.141
[2024-12-12 15:37:59,505][demucs.solver][INFO] - Valid | Epoch 340 | 7/20 | 3.16 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.153
[2024-12-12 15:37:59,732][demucs.solver][INFO] - Valid | Epoch 340 | 8/20 | 3.27 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.147
[2024-12-12 15:37:59,957][demucs.solver][INFO] - Valid | Epoch 340 | 9/20 | 3.36 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.153
[2024-12-12 15:38:00,178][demucs.solver][INFO] - Valid | Epoch 340 | 10/20 | 3.44 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.140
[2024-12-12 15:38:00,400][demucs.solver][INFO] - Valid | Epoch 340 | 11/20 | 3.51 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.136
[2024-12-12 15:38:00,583][demucs.solver][INFO] - Valid | Epoch 340 | 12/20 | 3.60 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.120
[2024-12-12 15:38:00,783][demucs.solver][INFO] - Valid | Epoch 340 | 13/20 | 3.68 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.123
[2024-12-12 15:38:00,980][demucs.solver][INFO] - Valid | Epoch 340 | 14/20 | 3.75 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.126
[2024-12-12 15:38:01,200][demucs.solver][INFO] - Valid | Epoch 340 | 15/20 | 3.79 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.132
[2024-12-12 15:38:01,397][demucs.solver][INFO] - Valid | Epoch 340 | 16/20 | 3.85 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.137
[2024-12-12 15:38:01,597][demucs.solver][INFO] - Valid | Epoch 340 | 17/20 | 3.90 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.140
[2024-12-12 15:38:01,772][demucs.solver][INFO] - Valid | Epoch 340 | 18/20 | 3.96 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.124
[2024-12-12 15:38:01,972][demucs.solver][INFO] - Valid | Epoch 340 | 19/20 | 4.00 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.132
[2024-12-12 15:38:02,365][demucs.solver][INFO] - Valid Summary | Epoch 340 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.132 | Best=0.5381 | Bname=main
[2024-12-12 15:38:02,365][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:38:02,365][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 15:38:16,708][demucs.evaluate][INFO] - Eval | 1/20 | 0.25 it/sec
[2024-12-12 15:38:20,083][demucs.evaluate][INFO] - Eval | 2/20 | 0.27 it/sec
[2024-12-12 15:38:23,513][demucs.evaluate][INFO] - Eval | 3/20 | 0.27 it/sec
[2024-12-12 15:38:26,848][demucs.evaluate][INFO] - Eval | 4/20 | 0.28 it/sec
[2024-12-12 15:38:30,275][demucs.evaluate][INFO] - Eval | 5/20 | 0.28 it/sec
[2024-12-12 15:38:33,638][demucs.evaluate][INFO] - Eval | 6/20 | 0.28 it/sec
[2024-12-12 15:38:37,069][demucs.evaluate][INFO] - Eval | 7/20 | 0.28 it/sec
[2024-12-12 15:38:40,516][demucs.evaluate][INFO] - Eval | 8/20 | 0.28 it/sec
[2024-12-12 15:38:43,923][demucs.evaluate][INFO] - Eval | 9/20 | 0.28 it/sec
[2024-12-12 15:38:47,488][demucs.evaluate][INFO] - Eval | 10/20 | 0.28 it/sec
[2024-12-12 15:38:51,066][demucs.evaluate][INFO] - Eval | 11/20 | 0.28 it/sec
[2024-12-12 15:38:54,599][demucs.evaluate][INFO] - Eval | 12/20 | 0.28 it/sec
[2024-12-12 15:38:57,998][demucs.evaluate][INFO] - Eval | 13/20 | 0.28 it/sec
[2024-12-12 15:39:01,707][demucs.evaluate][INFO] - Eval | 14/20 | 0.28 it/sec
[2024-12-12 15:39:05,107][demucs.evaluate][INFO] - Eval | 15/20 | 0.28 it/sec
[2024-12-12 15:39:08,489][demucs.evaluate][INFO] - Eval | 16/20 | 0.28 it/sec
[2024-12-12 15:39:11,868][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 15:39:15,202][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 15:39:18,604][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 15:39:18,622][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 113.14 it/sec
[2024-12-12 15:39:18,631][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 113.10 it/sec
[2024-12-12 15:39:18,643][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 102.43 it/sec
[2024-12-12 15:39:18,651][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 107.18 it/sec
[2024-12-12 15:39:18,666][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 97.93 it/sec
[2024-12-12 15:39:18,675][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 99.26 it/sec
[2024-12-12 15:39:18,683][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 101.79 it/sec
[2024-12-12 15:39:18,689][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 106.25 it/sec
[2024-12-12 15:39:18,698][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 106.63 it/sec
[2024-12-12 15:39:18,705][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 109.72 it/sec
[2024-12-12 15:39:18,713][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 110.25 it/sec
[2024-12-12 15:39:18,722][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 110.37 it/sec
[2024-12-12 15:39:18,729][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 112.58 it/sec
[2024-12-12 15:39:18,738][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 112.00 it/sec
[2024-12-12 15:39:18,745][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 114.06 it/sec
[2024-12-12 15:39:18,754][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 113.98 it/sec
[2024-12-12 15:39:18,760][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 115.74 it/sec
[2024-12-12 15:39:18,766][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 117.40 it/sec
[2024-12-12 15:39:18,773][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 118.55 it/sec
[2024-12-12 15:39:18,827][demucs.solver][INFO] - Test Summary | Epoch 340 | Nsdr=1.043 | Nsdr_drums=1.014 | Nsdr_bass=1.076 | Nsdr_other=1.037 | Nsdr_vocals=1.048
[2024-12-12 15:39:20,252][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:39:20,252][demucs.solver][INFO] - Training...
[2024-12-12 15:39:31,062][demucs.solver][INFO] - Train | Epoch 341 | 1/14 | 0.22 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.2073
[2024-12-12 15:39:31,706][demucs.solver][INFO] - Train | Epoch 341 | 2/14 | 0.31 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 0.3489
[2024-12-12 15:39:32,353][demucs.solver][INFO] - Train | Epoch 341 | 3/14 | 0.38 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 0.4208
[2024-12-12 15:39:32,992][demucs.solver][INFO] - Train | Epoch 341 | 4/14 | 0.45 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 0.4015
[2024-12-12 15:39:33,634][demucs.solver][INFO] - Train | Epoch 341 | 5/14 | 0.51 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.3802
[2024-12-12 15:39:34,283][demucs.solver][INFO] - Train | Epoch 341 | 6/14 | 0.56 it/sec | Loss 0.2348 | Reco 0.2348 | Grad 0.4089
[2024-12-12 15:39:34,917][demucs.solver][INFO] - Train | Epoch 341 | 7/14 | 0.61 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 0.3871
[2024-12-12 15:39:35,550][demucs.solver][INFO] - Train | Epoch 341 | 8/14 | 0.66 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.3587
[2024-12-12 15:39:36,179][demucs.solver][INFO] - Train | Epoch 341 | 9/14 | 0.70 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.3462
[2024-12-12 15:39:36,815][demucs.solver][INFO] - Train | Epoch 341 | 10/14 | 0.74 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.3844
[2024-12-12 15:39:37,449][demucs.solver][INFO] - Train | Epoch 341 | 11/14 | 0.77 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.3611
[2024-12-12 15:39:38,085][demucs.solver][INFO] - Train | Epoch 341 | 12/14 | 0.80 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.3402
[2024-12-12 15:39:38,716][demucs.solver][INFO] - Train | Epoch 341 | 13/14 | 0.83 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.3684
[2024-12-12 15:39:39,038][demucs.solver][INFO] - Train Summary | Epoch 341 | Loss=0.2463 | Reco=0.2463 | Grad=0.3684
[2024-12-12 15:39:39,038][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:39:39,038][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:39:41,650][demucs.solver][INFO] - Valid | Epoch 341 | 1/20 | 1.94 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.143
[2024-12-12 15:39:42,055][demucs.solver][INFO] - Valid | Epoch 341 | 2/20 | 2.09 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 1.061
[2024-12-12 15:39:42,421][demucs.solver][INFO] - Valid | Epoch 341 | 3/20 | 2.22 it/sec | Loss 0.5000 | Reco 0.5000 | Nsdr 1.090
[2024-12-12 15:39:43,174][demucs.solver][INFO] - Valid | Epoch 341 | 4/20 | 1.96 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.109
[2024-12-12 15:39:43,938][demucs.solver][INFO] - Valid | Epoch 341 | 5/20 | 1.81 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.086
[2024-12-12 15:39:44,401][demucs.solver][INFO] - Valid | Epoch 341 | 6/20 | 1.85 it/sec | Loss 0.5240 | Reco 0.5240 | Nsdr 1.094
[2024-12-12 15:39:44,607][demucs.solver][INFO] - Valid | Epoch 341 | 7/20 | 2.00 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.101
[2024-12-12 15:39:44,975][demucs.solver][INFO] - Valid | Epoch 341 | 8/20 | 2.06 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.091
[2024-12-12 15:39:45,358][demucs.solver][INFO] - Valid | Epoch 341 | 9/20 | 2.11 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.093
[2024-12-12 15:39:45,743][demucs.solver][INFO] - Valid | Epoch 341 | 10/20 | 2.15 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.082
[2024-12-12 15:39:46,094][demucs.solver][INFO] - Valid | Epoch 341 | 11/20 | 2.19 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.080
[2024-12-12 15:39:46,484][demucs.solver][INFO] - Valid | Epoch 341 | 12/20 | 2.22 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.066
[2024-12-12 15:39:46,772][demucs.solver][INFO] - Valid | Epoch 341 | 13/20 | 2.27 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.070
[2024-12-12 15:39:47,045][demucs.solver][INFO] - Valid | Epoch 341 | 14/20 | 2.33 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.073
[2024-12-12 15:39:47,620][demucs.solver][INFO] - Valid | Epoch 341 | 15/20 | 2.28 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.077
[2024-12-12 15:39:48,123][demucs.solver][INFO] - Valid | Epoch 341 | 16/20 | 2.26 it/sec | Loss 0.5791 | Reco 0.5791 | Nsdr 1.083
[2024-12-12 15:39:48,463][demucs.solver][INFO] - Valid | Epoch 341 | 17/20 | 2.29 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.090
[2024-12-12 15:39:48,966][demucs.solver][INFO] - Valid | Epoch 341 | 18/20 | 2.28 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.076
[2024-12-12 15:39:49,371][demucs.solver][INFO] - Valid | Epoch 341 | 19/20 | 2.28 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.083
[2024-12-12 15:39:49,888][demucs.solver][INFO] - Valid Summary | Epoch 341 | Loss=0.5494 | Reco=0.5494 | Nsdr=1.083 | Best=0.5381 | Bname=main
[2024-12-12 15:39:51,169][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:39:51,170][demucs.solver][INFO] - Training...
[2024-12-12 15:39:57,386][demucs.solver][INFO] - Train | Epoch 342 | 1/14 | 0.44 it/sec | Loss 0.2194 | Reco 0.2194 | Grad 0.4556
[2024-12-12 15:40:00,793][demucs.solver][INFO] - Train | Epoch 342 | 2/14 | 0.38 it/sec | Loss 0.2319 | Reco 0.2319 | Grad 0.3527
[2024-12-12 15:40:01,445][demucs.solver][INFO] - Train | Epoch 342 | 3/14 | 0.46 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.4709
[2024-12-12 15:40:02,095][demucs.solver][INFO] - Train | Epoch 342 | 4/14 | 0.54 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.4834
[2024-12-12 15:40:02,742][demucs.solver][INFO] - Train | Epoch 342 | 5/14 | 0.61 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.5635
[2024-12-12 15:40:03,389][demucs.solver][INFO] - Train | Epoch 342 | 6/14 | 0.66 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.5330
[2024-12-12 15:40:04,034][demucs.solver][INFO] - Train | Epoch 342 | 7/14 | 0.71 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.5149
[2024-12-12 15:40:04,678][demucs.solver][INFO] - Train | Epoch 342 | 8/14 | 0.76 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.5080
[2024-12-12 15:40:05,325][demucs.solver][INFO] - Train | Epoch 342 | 9/14 | 0.80 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.4807
[2024-12-12 15:40:05,968][demucs.solver][INFO] - Train | Epoch 342 | 10/14 | 0.84 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.5128
[2024-12-12 15:40:06,610][demucs.solver][INFO] - Train | Epoch 342 | 11/14 | 0.87 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.5225
[2024-12-12 15:40:07,250][demucs.solver][INFO] - Train | Epoch 342 | 12/14 | 0.90 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.5068
[2024-12-12 15:40:07,890][demucs.solver][INFO] - Train | Epoch 342 | 13/14 | 0.93 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.4813
[2024-12-12 15:40:08,219][demucs.solver][INFO] - Train Summary | Epoch 342 | Loss=0.2440 | Reco=0.2440 | Grad=0.4813
[2024-12-12 15:40:08,220][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:40:08,220][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:40:10,907][demucs.solver][INFO] - Valid | Epoch 342 | 1/20 | 1.77 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.214
[2024-12-12 15:40:11,359][demucs.solver][INFO] - Valid | Epoch 342 | 2/20 | 1.89 it/sec | Loss 0.4491 | Reco 0.4491 | Nsdr 1.116
[2024-12-12 15:40:11,653][demucs.solver][INFO] - Valid | Epoch 342 | 3/20 | 2.13 it/sec | Loss 0.4951 | Reco 0.4951 | Nsdr 1.150
[2024-12-12 15:40:11,849][demucs.solver][INFO] - Valid | Epoch 342 | 4/20 | 2.41 it/sec | Loss 0.5121 | Reco 0.5121 | Nsdr 1.182
[2024-12-12 15:40:12,197][demucs.solver][INFO] - Valid | Epoch 342 | 5/20 | 2.48 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.175
[2024-12-12 15:40:12,443][demucs.solver][INFO] - Valid | Epoch 342 | 6/20 | 2.62 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.183
[2024-12-12 15:40:12,729][demucs.solver][INFO] - Valid | Epoch 342 | 7/20 | 2.71 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.196
[2024-12-12 15:40:12,959][demucs.solver][INFO] - Valid | Epoch 342 | 8/20 | 2.83 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.194
[2024-12-12 15:40:13,271][demucs.solver][INFO] - Valid | Epoch 342 | 9/20 | 2.86 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.202
[2024-12-12 15:40:13,531][demucs.solver][INFO] - Valid | Epoch 342 | 10/20 | 2.93 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.186
[2024-12-12 15:40:13,873][demucs.solver][INFO] - Valid | Epoch 342 | 11/20 | 2.93 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.182
[2024-12-12 15:40:14,179][demucs.solver][INFO] - Valid | Epoch 342 | 12/20 | 2.95 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.164
[2024-12-12 15:40:14,564][demucs.solver][INFO] - Valid | Epoch 342 | 13/20 | 2.92 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.166
[2024-12-12 15:40:14,842][demucs.solver][INFO] - Valid | Epoch 342 | 14/20 | 2.96 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.170
[2024-12-12 15:40:15,349][demucs.solver][INFO] - Valid | Epoch 342 | 15/20 | 2.87 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.176
[2024-12-12 15:40:15,796][demucs.solver][INFO] - Valid | Epoch 342 | 16/20 | 2.82 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.181
[2024-12-12 15:40:15,988][demucs.solver][INFO] - Valid | Epoch 342 | 17/20 | 2.90 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.181
[2024-12-12 15:40:16,340][demucs.solver][INFO] - Valid | Epoch 342 | 18/20 | 2.89 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.164
[2024-12-12 15:40:16,559][demucs.solver][INFO] - Valid | Epoch 342 | 19/20 | 2.95 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.173
[2024-12-12 15:40:17,036][demucs.solver][INFO] - Valid Summary | Epoch 342 | Loss=0.5420 | Reco=0.5420 | Nsdr=1.173 | Best=0.5381 | Bname=main
[2024-12-12 15:40:18,474][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:40:18,475][demucs.solver][INFO] - Training...
[2024-12-12 15:40:27,317][demucs.solver][INFO] - Train | Epoch 343 | 1/14 | 0.27 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.4175
[2024-12-12 15:40:28,156][demucs.solver][INFO] - Train | Epoch 343 | 2/14 | 0.37 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.5820
[2024-12-12 15:40:28,882][demucs.solver][INFO] - Train | Epoch 343 | 3/14 | 0.45 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.5827
[2024-12-12 15:40:29,545][demucs.solver][INFO] - Train | Epoch 343 | 4/14 | 0.53 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.5578
[2024-12-12 15:40:30,258][demucs.solver][INFO] - Train | Epoch 343 | 5/14 | 0.59 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 0.4974
[2024-12-12 15:40:30,980][demucs.solver][INFO] - Train | Epoch 343 | 6/14 | 0.64 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.5141
[2024-12-12 15:40:31,707][demucs.solver][INFO] - Train | Epoch 343 | 7/14 | 0.69 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 0.4646
[2024-12-12 15:40:32,369][demucs.solver][INFO] - Train | Epoch 343 | 8/14 | 0.73 it/sec | Loss 0.2318 | Reco 0.2318 | Grad 0.4399
[2024-12-12 15:40:33,022][demucs.solver][INFO] - Train | Epoch 343 | 9/14 | 0.77 it/sec | Loss 0.2316 | Reco 0.2316 | Grad 0.4243
[2024-12-12 15:40:33,675][demucs.solver][INFO] - Train | Epoch 343 | 10/14 | 0.81 it/sec | Loss 0.2342 | Reco 0.2342 | Grad 0.4303
[2024-12-12 15:40:34,315][demucs.solver][INFO] - Train | Epoch 343 | 11/14 | 0.84 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 0.4281
[2024-12-12 15:40:34,955][demucs.solver][INFO] - Train | Epoch 343 | 12/14 | 0.87 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.4075
[2024-12-12 15:40:35,603][demucs.solver][INFO] - Train | Epoch 343 | 13/14 | 0.90 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.4198
[2024-12-12 15:40:35,967][demucs.solver][INFO] - Train Summary | Epoch 343 | Loss=0.2404 | Reco=0.2404 | Grad=0.4198
[2024-12-12 15:40:35,968][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:40:35,968][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:40:38,293][demucs.solver][INFO] - Valid | Epoch 343 | 1/20 | 2.63 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.239
[2024-12-12 15:40:38,537][demucs.solver][INFO] - Valid | Epoch 343 | 2/20 | 2.99 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.136
[2024-12-12 15:40:38,698][demucs.solver][INFO] - Valid | Epoch 343 | 3/20 | 3.44 it/sec | Loss 0.4938 | Reco 0.4938 | Nsdr 1.175
[2024-12-12 15:40:38,854][demucs.solver][INFO] - Valid | Epoch 343 | 4/20 | 3.79 it/sec | Loss 0.5112 | Reco 0.5112 | Nsdr 1.193
[2024-12-12 15:40:39,055][demucs.solver][INFO] - Valid | Epoch 343 | 5/20 | 3.94 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.178
[2024-12-12 15:40:39,286][demucs.solver][INFO] - Valid | Epoch 343 | 6/20 | 3.99 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.183
[2024-12-12 15:40:39,490][demucs.solver][INFO] - Valid | Epoch 343 | 7/20 | 4.09 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.192
[2024-12-12 15:40:39,693][demucs.solver][INFO] - Valid | Epoch 343 | 8/20 | 4.17 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.186
[2024-12-12 15:40:39,898][demucs.solver][INFO] - Valid | Epoch 343 | 9/20 | 4.23 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.190
[2024-12-12 15:40:40,078][demucs.solver][INFO] - Valid | Epoch 343 | 10/20 | 4.32 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.176
[2024-12-12 15:40:40,284][demucs.solver][INFO] - Valid | Epoch 343 | 11/20 | 4.36 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.172
[2024-12-12 15:40:40,464][demucs.solver][INFO] - Valid | Epoch 343 | 12/20 | 4.44 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.155
[2024-12-12 15:40:40,661][demucs.solver][INFO] - Valid | Epoch 343 | 13/20 | 4.48 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.157
[2024-12-12 15:40:40,882][demucs.solver][INFO] - Valid | Epoch 343 | 14/20 | 4.48 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.159
[2024-12-12 15:40:41,104][demucs.solver][INFO] - Valid | Epoch 343 | 15/20 | 4.48 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.163
[2024-12-12 15:40:41,338][demucs.solver][INFO] - Valid | Epoch 343 | 16/20 | 4.47 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.168
[2024-12-12 15:40:41,566][demucs.solver][INFO] - Valid | Epoch 343 | 17/20 | 4.46 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.178
[2024-12-12 15:40:41,767][demucs.solver][INFO] - Valid | Epoch 343 | 18/20 | 4.49 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.162
[2024-12-12 15:40:41,987][demucs.solver][INFO] - Valid | Epoch 343 | 19/20 | 4.49 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.170
[2024-12-12 15:40:42,399][demucs.solver][INFO] - Valid Summary | Epoch 343 | Loss=0.5420 | Reco=0.5420 | Nsdr=1.170 | Best=0.5381 | Bname=main
[2024-12-12 15:40:43,805][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:40:43,805][demucs.solver][INFO] - Training...
[2024-12-12 15:40:50,559][demucs.solver][INFO] - Train | Epoch 344 | 1/14 | 0.39 it/sec | Loss 0.2712 | Reco 0.2712 | Grad 0.3240
[2024-12-12 15:40:51,929][demucs.solver][INFO] - Train | Epoch 344 | 2/14 | 0.47 it/sec | Loss 0.2676 | Reco 0.2676 | Grad 0.3789
[2024-12-12 15:40:52,579][demucs.solver][INFO] - Train | Epoch 344 | 3/14 | 0.56 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.3181
[2024-12-12 15:40:53,228][demucs.solver][INFO] - Train | Epoch 344 | 4/14 | 0.65 it/sec | Loss 0.2622 | Reco 0.2622 | Grad 0.4126
[2024-12-12 15:40:53,884][demucs.solver][INFO] - Train | Epoch 344 | 5/14 | 0.71 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.3885
[2024-12-12 15:40:54,529][demucs.solver][INFO] - Train | Epoch 344 | 6/14 | 0.77 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.3712
[2024-12-12 15:40:55,170][demucs.solver][INFO] - Train | Epoch 344 | 7/14 | 0.83 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.3684
[2024-12-12 15:40:55,813][demucs.solver][INFO] - Train | Epoch 344 | 8/14 | 0.87 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.3659
[2024-12-12 15:40:56,456][demucs.solver][INFO] - Train | Epoch 344 | 9/14 | 0.91 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.3488
[2024-12-12 15:40:57,091][demucs.solver][INFO] - Train | Epoch 344 | 10/14 | 0.95 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.4119
[2024-12-12 15:40:57,731][demucs.solver][INFO] - Train | Epoch 344 | 11/14 | 0.98 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 0.3989
[2024-12-12 15:40:58,366][demucs.solver][INFO] - Train | Epoch 344 | 12/14 | 1.01 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.3855
[2024-12-12 15:40:59,001][demucs.solver][INFO] - Train | Epoch 344 | 13/14 | 1.04 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.3686
[2024-12-12 15:40:59,366][demucs.solver][INFO] - Train Summary | Epoch 344 | Loss=0.2571 | Reco=0.2571 | Grad=0.3686
[2024-12-12 15:40:59,367][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:40:59,367][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:41:02,282][demucs.solver][INFO] - Valid | Epoch 344 | 1/20 | 1.53 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.200
[2024-12-12 15:41:02,507][demucs.solver][INFO] - Valid | Epoch 344 | 2/20 | 1.96 it/sec | Loss 0.4492 | Reco 0.4492 | Nsdr 1.104
[2024-12-12 15:41:02,683][demucs.solver][INFO] - Valid | Epoch 344 | 3/20 | 2.34 it/sec | Loss 0.4944 | Reco 0.4944 | Nsdr 1.143
[2024-12-12 15:41:02,883][demucs.solver][INFO] - Valid | Epoch 344 | 4/20 | 2.62 it/sec | Loss 0.5117 | Reco 0.5117 | Nsdr 1.162
[2024-12-12 15:41:03,106][demucs.solver][INFO] - Valid | Epoch 344 | 5/20 | 2.82 it/sec | Loss 0.5332 | Reco 0.5332 | Nsdr 1.147
[2024-12-12 15:41:03,308][demucs.solver][INFO] - Valid | Epoch 344 | 6/20 | 3.00 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.154
[2024-12-12 15:41:03,491][demucs.solver][INFO] - Valid | Epoch 344 | 7/20 | 3.18 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.166
[2024-12-12 15:41:03,695][demucs.solver][INFO] - Valid | Epoch 344 | 8/20 | 3.31 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.161
[2024-12-12 15:41:03,902][demucs.solver][INFO] - Valid | Epoch 344 | 9/20 | 3.42 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.162
[2024-12-12 15:41:04,101][demucs.solver][INFO] - Valid | Epoch 344 | 10/20 | 3.52 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.147
[2024-12-12 15:41:04,279][demucs.solver][INFO] - Valid | Epoch 344 | 11/20 | 3.63 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.145
[2024-12-12 15:41:04,500][demucs.solver][INFO] - Valid | Epoch 344 | 12/20 | 3.69 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.129
[2024-12-12 15:41:04,676][demucs.solver][INFO] - Valid | Epoch 344 | 13/20 | 3.78 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.133
[2024-12-12 15:41:04,899][demucs.solver][INFO] - Valid | Epoch 344 | 14/20 | 3.82 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.136
[2024-12-12 15:41:05,097][demucs.solver][INFO] - Valid | Epoch 344 | 15/20 | 3.88 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.140
[2024-12-12 15:41:05,319][demucs.solver][INFO] - Valid | Epoch 344 | 16/20 | 3.91 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.146
[2024-12-12 15:41:05,520][demucs.solver][INFO] - Valid | Epoch 344 | 17/20 | 3.96 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.149
[2024-12-12 15:41:05,739][demucs.solver][INFO] - Valid | Epoch 344 | 18/20 | 3.99 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.133
[2024-12-12 15:41:05,959][demucs.solver][INFO] - Valid | Epoch 344 | 19/20 | 4.01 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.141
[2024-12-12 15:41:06,413][demucs.solver][INFO] - Valid Summary | Epoch 344 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.141 | Best=0.5381 | Bname=main
[2024-12-12 15:41:07,761][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:41:07,762][demucs.solver][INFO] - Training...
[2024-12-12 15:41:18,666][demucs.solver][INFO] - Train | Epoch 345 | 1/14 | 0.21 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 0.8478
[2024-12-12 15:41:19,311][demucs.solver][INFO] - Train | Epoch 345 | 2/14 | 0.30 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.6922
[2024-12-12 15:41:19,957][demucs.solver][INFO] - Train | Epoch 345 | 3/14 | 0.37 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.6248
[2024-12-12 15:41:20,601][demucs.solver][INFO] - Train | Epoch 345 | 4/14 | 0.44 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.5175
[2024-12-12 15:41:21,243][demucs.solver][INFO] - Train | Epoch 345 | 5/14 | 0.50 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.5918
[2024-12-12 15:41:21,887][demucs.solver][INFO] - Train | Epoch 345 | 6/14 | 0.55 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.5292
[2024-12-12 15:41:22,527][demucs.solver][INFO] - Train | Epoch 345 | 7/14 | 0.60 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.5091
[2024-12-12 15:41:23,165][demucs.solver][INFO] - Train | Epoch 345 | 8/14 | 0.65 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.5065
[2024-12-12 15:41:23,806][demucs.solver][INFO] - Train | Epoch 345 | 9/14 | 0.69 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.5641
[2024-12-12 15:41:24,452][demucs.solver][INFO] - Train | Epoch 345 | 10/14 | 0.72 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.6127
[2024-12-12 15:41:25,091][demucs.solver][INFO] - Train | Epoch 345 | 11/14 | 0.76 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.5957
[2024-12-12 15:41:25,733][demucs.solver][INFO] - Train | Epoch 345 | 12/14 | 0.79 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.6675
[2024-12-12 15:41:26,365][demucs.solver][INFO] - Train | Epoch 345 | 13/14 | 0.82 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.6269
[2024-12-12 15:41:26,688][demucs.solver][INFO] - Train Summary | Epoch 345 | Loss=0.2479 | Reco=0.2479 | Grad=0.6269
[2024-12-12 15:41:26,689][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:41:26,689][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:41:30,142][demucs.solver][INFO] - Valid | Epoch 345 | 1/20 | 1.06 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.150
[2024-12-12 15:41:30,963][demucs.solver][INFO] - Valid | Epoch 345 | 2/20 | 1.11 it/sec | Loss 0.4537 | Reco 0.4537 | Nsdr 1.077
[2024-12-12 15:41:31,842][demucs.solver][INFO] - Valid | Epoch 345 | 3/20 | 1.12 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.091
[2024-12-12 15:41:32,724][demucs.solver][INFO] - Valid | Epoch 345 | 4/20 | 1.12 it/sec | Loss 0.5187 | Reco 0.5187 | Nsdr 1.096
[2024-12-12 15:41:33,342][demucs.solver][INFO] - Valid | Epoch 345 | 5/20 | 1.18 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.067
[2024-12-12 15:41:34,050][demucs.solver][INFO] - Valid | Epoch 345 | 6/20 | 1.21 it/sec | Loss 0.5247 | Reco 0.5247 | Nsdr 1.080
[2024-12-12 15:41:34,355][demucs.solver][INFO] - Valid | Epoch 345 | 7/20 | 1.31 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.085
[2024-12-12 15:41:34,616][demucs.solver][INFO] - Valid | Epoch 345 | 8/20 | 1.42 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.070
[2024-12-12 15:41:34,817][demucs.solver][INFO] - Valid | Epoch 345 | 9/20 | 1.53 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.067
[2024-12-12 15:41:35,202][demucs.solver][INFO] - Valid | Epoch 345 | 10/20 | 1.58 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.061
[2024-12-12 15:41:35,552][demucs.solver][INFO] - Valid | Epoch 345 | 11/20 | 1.65 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.064
[2024-12-12 15:41:35,879][demucs.solver][INFO] - Valid | Epoch 345 | 12/20 | 1.71 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.054
[2024-12-12 15:41:36,160][demucs.solver][INFO] - Valid | Epoch 345 | 13/20 | 1.77 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.062
[2024-12-12 15:41:36,453][demucs.solver][INFO] - Valid | Epoch 345 | 14/20 | 1.83 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.065
[2024-12-12 15:41:36,740][demucs.solver][INFO] - Valid | Epoch 345 | 15/20 | 1.89 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.067
[2024-12-12 15:41:37,089][demucs.solver][INFO] - Valid | Epoch 345 | 16/20 | 1.93 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.076
[2024-12-12 15:41:37,293][demucs.solver][INFO] - Valid | Epoch 345 | 17/20 | 1.99 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.078
[2024-12-12 15:41:37,505][demucs.solver][INFO] - Valid | Epoch 345 | 18/20 | 2.06 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.067
[2024-12-12 15:41:37,715][demucs.solver][INFO] - Valid | Epoch 345 | 19/20 | 2.12 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.070
[2024-12-12 15:41:38,306][demucs.solver][INFO] - Valid Summary | Epoch 345 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.070 | Best=0.5381 | Bname=main
[2024-12-12 15:41:39,668][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:41:39,668][demucs.solver][INFO] - Training...
[2024-12-12 15:41:46,872][demucs.solver][INFO] - Train | Epoch 346 | 1/14 | 0.35 it/sec | Loss 0.2739 | Reco 0.2739 | Grad 1.1561
[2024-12-12 15:41:47,655][demucs.solver][INFO] - Train | Epoch 346 | 2/14 | 0.47 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 1.1841
[2024-12-12 15:41:48,316][demucs.solver][INFO] - Train | Epoch 346 | 3/14 | 0.56 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 0.9780
[2024-12-12 15:41:48,969][demucs.solver][INFO] - Train | Epoch 346 | 4/14 | 0.65 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.8086
[2024-12-12 15:41:51,057][demucs.solver][INFO] - Train | Epoch 346 | 5/14 | 0.61 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.7690
[2024-12-12 15:41:51,765][demucs.solver][INFO] - Train | Epoch 346 | 6/14 | 0.66 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.7292
[2024-12-12 15:41:52,416][demucs.solver][INFO] - Train | Epoch 346 | 7/14 | 0.71 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.7182
[2024-12-12 15:41:53,054][demucs.solver][INFO] - Train | Epoch 346 | 8/14 | 0.76 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.7233
[2024-12-12 15:41:53,694][demucs.solver][INFO] - Train | Epoch 346 | 9/14 | 0.80 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 0.7343
[2024-12-12 15:41:54,335][demucs.solver][INFO] - Train | Epoch 346 | 10/14 | 0.84 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.7068
[2024-12-12 15:41:54,978][demucs.solver][INFO] - Train | Epoch 346 | 11/14 | 0.87 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 0.6656
[2024-12-12 15:41:55,614][demucs.solver][INFO] - Train | Epoch 346 | 12/14 | 0.90 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.6932
[2024-12-12 15:41:56,249][demucs.solver][INFO] - Train | Epoch 346 | 13/14 | 0.93 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.6989
[2024-12-12 15:41:56,588][demucs.solver][INFO] - Train Summary | Epoch 346 | Loss=0.2423 | Reco=0.2423 | Grad=0.6989
[2024-12-12 15:41:56,589][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:41:56,589][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:41:58,898][demucs.solver][INFO] - Valid | Epoch 346 | 1/20 | 2.83 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.257
[2024-12-12 15:41:59,138][demucs.solver][INFO] - Valid | Epoch 346 | 2/20 | 3.17 it/sec | Loss 0.4475 | Reco 0.4475 | Nsdr 1.148
[2024-12-12 15:41:59,300][demucs.solver][INFO] - Valid | Epoch 346 | 3/20 | 3.61 it/sec | Loss 0.4930 | Reco 0.4930 | Nsdr 1.185
[2024-12-12 15:41:59,507][demucs.solver][INFO] - Valid | Epoch 346 | 4/20 | 3.80 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.220
[2024-12-12 15:41:59,733][demucs.solver][INFO] - Valid | Epoch 346 | 5/20 | 3.89 it/sec | Loss 0.5294 | Reco 0.5294 | Nsdr 1.217
[2024-12-12 15:41:59,915][demucs.solver][INFO] - Valid | Epoch 346 | 6/20 | 4.06 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.225
[2024-12-12 15:42:00,140][demucs.solver][INFO] - Valid | Epoch 346 | 7/20 | 4.10 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.236
[2024-12-12 15:42:00,322][demucs.solver][INFO] - Valid | Epoch 346 | 8/20 | 4.22 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.237
[2024-12-12 15:42:00,548][demucs.solver][INFO] - Valid | Epoch 346 | 9/20 | 4.24 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.247
[2024-12-12 15:42:00,753][demucs.solver][INFO] - Valid | Epoch 346 | 10/20 | 4.29 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.229
[2024-12-12 15:42:00,959][demucs.solver][INFO] - Valid | Epoch 346 | 11/20 | 4.34 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.224
[2024-12-12 15:42:01,140][demucs.solver][INFO] - Valid | Epoch 346 | 12/20 | 4.41 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.206
[2024-12-12 15:42:01,322][demucs.solver][INFO] - Valid | Epoch 346 | 13/20 | 4.47 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.209
[2024-12-12 15:42:01,567][demucs.solver][INFO] - Valid | Epoch 346 | 14/20 | 4.44 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.213
[2024-12-12 15:42:01,746][demucs.solver][INFO] - Valid | Epoch 346 | 15/20 | 4.50 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.219
[2024-12-12 15:42:01,951][demucs.solver][INFO] - Valid | Epoch 346 | 16/20 | 4.52 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.223
[2024-12-12 15:42:02,169][demucs.solver][INFO] - Valid | Epoch 346 | 17/20 | 4.52 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.225
[2024-12-12 15:42:02,369][demucs.solver][INFO] - Valid | Epoch 346 | 18/20 | 4.55 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.206
[2024-12-12 15:42:02,566][demucs.solver][INFO] - Valid | Epoch 346 | 19/20 | 4.57 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.215
[2024-12-12 15:42:02,971][demucs.solver][INFO] - Valid Summary | Epoch 346 | Loss=0.5389 | Reco=0.5389 | Nsdr=1.215 | Best=0.5381 | Bname=main
[2024-12-12 15:42:04,424][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:42:04,425][demucs.solver][INFO] - Training...
[2024-12-12 15:42:14,612][demucs.solver][INFO] - Train | Epoch 347 | 1/14 | 0.23 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 0.3652
[2024-12-12 15:42:15,261][demucs.solver][INFO] - Train | Epoch 347 | 2/14 | 0.32 it/sec | Loss 0.2343 | Reco 0.2343 | Grad 0.2732
[2024-12-12 15:42:15,918][demucs.solver][INFO] - Train | Epoch 347 | 3/14 | 0.40 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.3066
[2024-12-12 15:42:16,568][demucs.solver][INFO] - Train | Epoch 347 | 4/14 | 0.47 it/sec | Loss 0.2686 | Reco 0.2686 | Grad 0.2911
[2024-12-12 15:42:17,215][demucs.solver][INFO] - Train | Epoch 347 | 5/14 | 0.53 it/sec | Loss 0.2614 | Reco 0.2614 | Grad 0.3178
[2024-12-12 15:42:17,869][demucs.solver][INFO] - Train | Epoch 347 | 6/14 | 0.58 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.4416
[2024-12-12 15:42:18,506][demucs.solver][INFO] - Train | Epoch 347 | 7/14 | 0.63 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.4222
[2024-12-12 15:42:19,141][demucs.solver][INFO] - Train | Epoch 347 | 8/14 | 0.68 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 0.4017
[2024-12-12 15:42:19,780][demucs.solver][INFO] - Train | Epoch 347 | 9/14 | 0.72 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.3802
[2024-12-12 15:42:20,426][demucs.solver][INFO] - Train | Epoch 347 | 10/14 | 0.75 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.3698
[2024-12-12 15:42:21,059][demucs.solver][INFO] - Train | Epoch 347 | 11/14 | 0.79 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.3462
[2024-12-12 15:42:21,695][demucs.solver][INFO] - Train | Epoch 347 | 12/14 | 0.82 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.3609
[2024-12-12 15:42:22,326][demucs.solver][INFO] - Train | Epoch 347 | 13/14 | 0.85 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.3830
[2024-12-12 15:42:22,672][demucs.solver][INFO] - Train Summary | Epoch 347 | Loss=0.2540 | Reco=0.2540 | Grad=0.3830
[2024-12-12 15:42:22,673][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:42:22,673][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:42:25,061][demucs.solver][INFO] - Valid | Epoch 347 | 1/20 | 2.05 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.237
[2024-12-12 15:42:25,326][demucs.solver][INFO] - Valid | Epoch 347 | 2/20 | 2.42 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.133
[2024-12-12 15:42:25,552][demucs.solver][INFO] - Valid | Epoch 347 | 3/20 | 2.73 it/sec | Loss 0.4952 | Reco 0.4952 | Nsdr 1.170
[2024-12-12 15:42:25,757][demucs.solver][INFO] - Valid | Epoch 347 | 4/20 | 2.99 it/sec | Loss 0.5126 | Reco 0.5126 | Nsdr 1.192
[2024-12-12 15:42:25,982][demucs.solver][INFO] - Valid | Epoch 347 | 5/20 | 3.17 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.171
[2024-12-12 15:42:26,184][demucs.solver][INFO] - Valid | Epoch 347 | 6/20 | 3.34 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.179
[2024-12-12 15:42:26,365][demucs.solver][INFO] - Valid | Epoch 347 | 7/20 | 3.51 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.189
[2024-12-12 15:42:26,521][demucs.solver][INFO] - Valid | Epoch 347 | 8/20 | 3.70 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.179
[2024-12-12 15:42:26,722][demucs.solver][INFO] - Valid | Epoch 347 | 9/20 | 3.79 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.184
[2024-12-12 15:42:26,903][demucs.solver][INFO] - Valid | Epoch 347 | 10/20 | 3.91 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.171
[2024-12-12 15:42:27,122][demucs.solver][INFO] - Valid | Epoch 347 | 11/20 | 3.95 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.168
[2024-12-12 15:42:27,324][demucs.solver][INFO] - Valid | Epoch 347 | 12/20 | 4.02 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.151
[2024-12-12 15:42:27,504][demucs.solver][INFO] - Valid | Epoch 347 | 13/20 | 4.10 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.154
[2024-12-12 15:42:27,729][demucs.solver][INFO] - Valid | Epoch 347 | 14/20 | 4.12 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.158
[2024-12-12 15:42:27,952][demucs.solver][INFO] - Valid | Epoch 347 | 15/20 | 4.14 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.163
[2024-12-12 15:42:28,149][demucs.solver][INFO] - Valid | Epoch 347 | 16/20 | 4.18 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.169
[2024-12-12 15:42:28,352][demucs.solver][INFO] - Valid | Epoch 347 | 17/20 | 4.22 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.177
[2024-12-12 15:42:28,528][demucs.solver][INFO] - Valid | Epoch 347 | 18/20 | 4.28 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.160
[2024-12-12 15:42:28,682][demucs.solver][INFO] - Valid | Epoch 347 | 19/20 | 4.35 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.167
[2024-12-12 15:42:29,153][demucs.solver][INFO] - Valid Summary | Epoch 347 | Loss=0.5433 | Reco=0.5433 | Nsdr=1.167 | Best=0.5381 | Bname=main
[2024-12-12 15:42:31,057][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:42:31,057][demucs.solver][INFO] - Training...
[2024-12-12 15:42:41,205][demucs.solver][INFO] - Train | Epoch 348 | 1/14 | 0.23 it/sec | Loss 0.2277 | Reco 0.2277 | Grad 0.5976
[2024-12-12 15:42:41,848][demucs.solver][INFO] - Train | Epoch 348 | 2/14 | 0.33 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.4875
[2024-12-12 15:42:42,492][demucs.solver][INFO] - Train | Epoch 348 | 3/14 | 0.41 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.4908
[2024-12-12 15:42:43,136][demucs.solver][INFO] - Train | Epoch 348 | 4/14 | 0.48 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.4429
[2024-12-12 15:42:43,781][demucs.solver][INFO] - Train | Epoch 348 | 5/14 | 0.54 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.5915
[2024-12-12 15:42:44,426][demucs.solver][INFO] - Train | Epoch 348 | 6/14 | 0.59 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.5594
[2024-12-12 15:42:45,066][demucs.solver][INFO] - Train | Epoch 348 | 7/14 | 0.64 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.5475
[2024-12-12 15:42:45,708][demucs.solver][INFO] - Train | Epoch 348 | 8/14 | 0.69 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.5281
[2024-12-12 15:42:46,353][demucs.solver][INFO] - Train | Epoch 348 | 9/14 | 0.73 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.5645
[2024-12-12 15:42:46,992][demucs.solver][INFO] - Train | Epoch 348 | 10/14 | 0.77 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.5476
[2024-12-12 15:42:47,633][demucs.solver][INFO] - Train | Epoch 348 | 11/14 | 0.80 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.5207
[2024-12-12 15:42:48,271][demucs.solver][INFO] - Train | Epoch 348 | 12/14 | 0.83 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.5056
[2024-12-12 15:42:48,902][demucs.solver][INFO] - Train | Epoch 348 | 13/14 | 0.86 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.5301
[2024-12-12 15:42:49,228][demucs.solver][INFO] - Train Summary | Epoch 348 | Loss=0.2461 | Reco=0.2461 | Grad=0.5301
[2024-12-12 15:42:49,229][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:42:49,229][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:42:51,737][demucs.solver][INFO] - Valid | Epoch 348 | 1/20 | 1.91 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.241
[2024-12-12 15:42:51,947][demucs.solver][INFO] - Valid | Epoch 348 | 2/20 | 2.39 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.138
[2024-12-12 15:42:52,197][demucs.solver][INFO] - Valid | Epoch 348 | 3/20 | 2.65 it/sec | Loss 0.4941 | Reco 0.4941 | Nsdr 1.169
[2024-12-12 15:42:52,401][demucs.solver][INFO] - Valid | Epoch 348 | 4/20 | 2.92 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.184
[2024-12-12 15:42:52,607][demucs.solver][INFO] - Valid | Epoch 348 | 5/20 | 3.13 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.167
[2024-12-12 15:42:52,814][demucs.solver][INFO] - Valid | Epoch 348 | 6/20 | 3.29 it/sec | Loss 0.5166 | Reco 0.5166 | Nsdr 1.174
[2024-12-12 15:42:52,990][demucs.solver][INFO] - Valid | Epoch 348 | 7/20 | 3.48 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.181
[2024-12-12 15:42:53,192][demucs.solver][INFO] - Valid | Epoch 348 | 8/20 | 3.60 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.175
[2024-12-12 15:42:53,350][demucs.solver][INFO] - Valid | Epoch 348 | 9/20 | 3.76 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.178
[2024-12-12 15:42:53,564][demucs.solver][INFO] - Valid | Epoch 348 | 10/20 | 3.83 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.164
[2024-12-12 15:42:53,764][demucs.solver][INFO] - Valid | Epoch 348 | 11/20 | 3.90 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.162
[2024-12-12 15:42:53,990][demucs.solver][INFO] - Valid | Epoch 348 | 12/20 | 3.94 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.145
[2024-12-12 15:42:54,214][demucs.solver][INFO] - Valid | Epoch 348 | 13/20 | 3.97 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.149
[2024-12-12 15:42:54,393][demucs.solver][INFO] - Valid | Epoch 348 | 14/20 | 4.05 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.152
[2024-12-12 15:42:54,605][demucs.solver][INFO] - Valid | Epoch 348 | 15/20 | 4.09 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.156
[2024-12-12 15:42:54,837][demucs.solver][INFO] - Valid | Epoch 348 | 16/20 | 4.10 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.161
[2024-12-12 15:42:55,016][demucs.solver][INFO] - Valid | Epoch 348 | 17/20 | 4.16 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.171
[2024-12-12 15:42:55,223][demucs.solver][INFO] - Valid | Epoch 348 | 18/20 | 4.19 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.154
[2024-12-12 15:42:55,450][demucs.solver][INFO] - Valid | Epoch 348 | 19/20 | 4.20 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.161
[2024-12-12 15:42:55,854][demucs.solver][INFO] - Valid Summary | Epoch 348 | Loss=0.5423 | Reco=0.5423 | Nsdr=1.161 | Best=0.5381 | Bname=main
[2024-12-12 15:42:57,249][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:42:57,249][demucs.solver][INFO] - Training...
[2024-12-12 15:43:04,222][demucs.solver][INFO] - Train | Epoch 349 | 1/14 | 0.37 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.5309
[2024-12-12 15:43:04,903][demucs.solver][INFO] - Train | Epoch 349 | 2/14 | 0.49 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.4093
[2024-12-12 15:43:05,567][demucs.solver][INFO] - Train | Epoch 349 | 3/14 | 0.59 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.5995
[2024-12-12 15:43:06,221][demucs.solver][INFO] - Train | Epoch 349 | 4/14 | 0.68 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.6475
[2024-12-12 15:43:06,935][demucs.solver][INFO] - Train | Epoch 349 | 5/14 | 0.74 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.6852
[2024-12-12 15:43:07,578][demucs.solver][INFO] - Train | Epoch 349 | 6/14 | 0.80 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.6768
[2024-12-12 15:43:08,216][demucs.solver][INFO] - Train | Epoch 349 | 7/14 | 0.85 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.6378
[2024-12-12 15:43:08,856][demucs.solver][INFO] - Train | Epoch 349 | 8/14 | 0.90 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.6212
[2024-12-12 15:43:09,491][demucs.solver][INFO] - Train | Epoch 349 | 9/14 | 0.94 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.6266
[2024-12-12 15:43:10,124][demucs.solver][INFO] - Train | Epoch 349 | 10/14 | 0.97 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.6693
[2024-12-12 15:43:10,757][demucs.solver][INFO] - Train | Epoch 349 | 11/14 | 1.01 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.6646
[2024-12-12 15:43:11,391][demucs.solver][INFO] - Train | Epoch 349 | 12/14 | 1.03 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.6543
[2024-12-12 15:43:12,030][demucs.solver][INFO] - Train | Epoch 349 | 13/14 | 1.06 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.6261
[2024-12-12 15:43:12,361][demucs.solver][INFO] - Train Summary | Epoch 349 | Loss=0.2494 | Reco=0.2494 | Grad=0.6261
[2024-12-12 15:43:12,361][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:43:12,361][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:43:14,635][demucs.solver][INFO] - Valid | Epoch 349 | 1/20 | 2.47 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.180
[2024-12-12 15:43:14,844][demucs.solver][INFO] - Valid | Epoch 349 | 2/20 | 2.95 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.088
[2024-12-12 15:43:15,096][demucs.solver][INFO] - Valid | Epoch 349 | 3/20 | 3.15 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.134
[2024-12-12 15:43:15,303][demucs.solver][INFO] - Valid | Epoch 349 | 4/20 | 3.38 it/sec | Loss 0.5117 | Reco 0.5117 | Nsdr 1.163
[2024-12-12 15:43:15,535][demucs.solver][INFO] - Valid | Epoch 349 | 5/20 | 3.51 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.150
[2024-12-12 15:43:15,733][demucs.solver][INFO] - Valid | Epoch 349 | 6/20 | 3.67 it/sec | Loss 0.5169 | Reco 0.5169 | Nsdr 1.157
[2024-12-12 15:43:15,937][demucs.solver][INFO] - Valid | Epoch 349 | 7/20 | 3.79 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.174
[2024-12-12 15:43:16,320][demucs.solver][INFO] - Valid | Epoch 349 | 8/20 | 3.61 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.169
[2024-12-12 15:43:16,587][demucs.solver][INFO] - Valid | Epoch 349 | 9/20 | 3.62 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.178
[2024-12-12 15:43:16,941][demucs.solver][INFO] - Valid | Epoch 349 | 10/20 | 3.53 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.158
[2024-12-12 15:43:17,283][demucs.solver][INFO] - Valid | Epoch 349 | 11/20 | 3.47 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.153
[2024-12-12 15:43:17,556][demucs.solver][INFO] - Valid | Epoch 349 | 12/20 | 3.48 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.137
[2024-12-12 15:43:17,986][demucs.solver][INFO] - Valid | Epoch 349 | 13/20 | 3.37 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.140
[2024-12-12 15:43:18,342][demucs.solver][INFO] - Valid | Epoch 349 | 14/20 | 3.32 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.144
[2024-12-12 15:43:19,184][demucs.solver][INFO] - Valid | Epoch 349 | 15/20 | 2.99 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.150
[2024-12-12 15:43:20,064][demucs.solver][INFO] - Valid | Epoch 349 | 16/20 | 2.73 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.156
[2024-12-12 15:43:20,719][demucs.solver][INFO] - Valid | Epoch 349 | 17/20 | 2.61 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.156
[2024-12-12 15:43:20,941][demucs.solver][INFO] - Valid | Epoch 349 | 18/20 | 2.67 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.139
[2024-12-12 15:43:21,168][demucs.solver][INFO] - Valid | Epoch 349 | 19/20 | 2.72 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.150
[2024-12-12 15:43:21,614][demucs.solver][INFO] - Valid Summary | Epoch 349 | Loss=0.5426 | Reco=0.5426 | Nsdr=1.150 | Best=0.5381 | Bname=main
[2024-12-12 15:43:23,064][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:43:23,064][demucs.solver][INFO] - Training...
[2024-12-12 15:43:30,821][demucs.solver][INFO] - Train | Epoch 350 | 1/14 | 0.32 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.2045
[2024-12-12 15:43:32,467][demucs.solver][INFO] - Train | Epoch 350 | 2/14 | 0.38 it/sec | Loss 0.2323 | Reco 0.2323 | Grad 0.3087
[2024-12-12 15:43:33,117][demucs.solver][INFO] - Train | Epoch 350 | 3/14 | 0.47 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 0.4413
[2024-12-12 15:43:33,924][demucs.solver][INFO] - Train | Epoch 350 | 4/14 | 0.53 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 0.4803
[2024-12-12 15:43:34,613][demucs.solver][INFO] - Train | Epoch 350 | 5/14 | 0.60 it/sec | Loss 0.2316 | Reco 0.2316 | Grad 0.5389
[2024-12-12 15:43:35,845][demucs.solver][INFO] - Train | Epoch 350 | 6/14 | 0.62 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 0.5069
[2024-12-12 15:43:37,049][demucs.solver][INFO] - Train | Epoch 350 | 7/14 | 0.64 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.4912
[2024-12-12 15:43:37,885][demucs.solver][INFO] - Train | Epoch 350 | 8/14 | 0.68 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.4705
[2024-12-12 15:43:38,580][demucs.solver][INFO] - Train | Epoch 350 | 9/14 | 0.71 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 0.4419
[2024-12-12 15:43:39,222][demucs.solver][INFO] - Train | Epoch 350 | 10/14 | 0.75 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.4254
[2024-12-12 15:43:39,863][demucs.solver][INFO] - Train | Epoch 350 | 11/14 | 0.78 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.4077
[2024-12-12 15:43:40,526][demucs.solver][INFO] - Train | Epoch 350 | 12/14 | 0.81 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.4229
[2024-12-12 15:43:41,166][demucs.solver][INFO] - Train | Epoch 350 | 13/14 | 0.84 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.4292
[2024-12-12 15:43:41,517][demucs.solver][INFO] - Train Summary | Epoch 350 | Loss=0.2416 | Reco=0.2416 | Grad=0.4292
[2024-12-12 15:43:41,518][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:43:41,518][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:43:43,807][demucs.solver][INFO] - Valid | Epoch 350 | 1/20 | 2.51 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.200
[2024-12-12 15:43:44,137][demucs.solver][INFO] - Valid | Epoch 350 | 2/20 | 2.66 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.101
[2024-12-12 15:43:44,471][demucs.solver][INFO] - Valid | Epoch 350 | 3/20 | 2.74 it/sec | Loss 0.4954 | Reco 0.4954 | Nsdr 1.148
[2024-12-12 15:43:44,752][demucs.solver][INFO] - Valid | Epoch 350 | 4/20 | 2.87 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.181
[2024-12-12 15:43:44,959][demucs.solver][INFO] - Valid | Epoch 350 | 5/20 | 3.08 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.174
[2024-12-12 15:43:45,207][demucs.solver][INFO] - Valid | Epoch 350 | 6/20 | 3.18 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.179
[2024-12-12 15:43:45,391][demucs.solver][INFO] - Valid | Epoch 350 | 7/20 | 3.36 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.192
[2024-12-12 15:43:45,641][demucs.solver][INFO] - Valid | Epoch 350 | 8/20 | 3.42 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.190
[2024-12-12 15:43:45,872][demucs.solver][INFO] - Valid | Epoch 350 | 9/20 | 3.49 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.198
[2024-12-12 15:43:46,030][demucs.solver][INFO] - Valid | Epoch 350 | 10/20 | 3.64 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.180
[2024-12-12 15:43:46,232][demucs.solver][INFO] - Valid | Epoch 350 | 11/20 | 3.72 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.175
[2024-12-12 15:43:46,415][demucs.solver][INFO] - Valid | Epoch 350 | 12/20 | 3.82 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.157
[2024-12-12 15:43:46,593][demucs.solver][INFO] - Valid | Epoch 350 | 13/20 | 3.91 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.159
[2024-12-12 15:43:46,796][demucs.solver][INFO] - Valid | Epoch 350 | 14/20 | 3.96 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.163
[2024-12-12 15:43:47,001][demucs.solver][INFO] - Valid | Epoch 350 | 15/20 | 4.01 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.169
[2024-12-12 15:43:47,225][demucs.solver][INFO] - Valid | Epoch 350 | 16/20 | 4.03 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.173
[2024-12-12 15:43:47,427][demucs.solver][INFO] - Valid | Epoch 350 | 17/20 | 4.07 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.178
[2024-12-12 15:43:47,606][demucs.solver][INFO] - Valid | Epoch 350 | 18/20 | 4.13 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.159
[2024-12-12 15:43:47,831][demucs.solver][INFO] - Valid | Epoch 350 | 19/20 | 4.15 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.169
[2024-12-12 15:43:48,293][demucs.solver][INFO] - Valid Summary | Epoch 350 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.169 | Best=0.5381 | Bname=main
[2024-12-12 15:43:49,634][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:43:49,635][demucs.solver][INFO] - Training...
[2024-12-12 15:43:59,458][demucs.solver][INFO] - Train | Epoch 351 | 1/14 | 0.24 it/sec | Loss 0.2653 | Reco 0.2653 | Grad 0.6395
[2024-12-12 15:44:00,107][demucs.solver][INFO] - Train | Epoch 351 | 2/14 | 0.34 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.4907
[2024-12-12 15:44:00,758][demucs.solver][INFO] - Train | Epoch 351 | 3/14 | 0.42 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 0.4242
[2024-12-12 15:44:01,404][demucs.solver][INFO] - Train | Epoch 351 | 4/14 | 0.49 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.4052
[2024-12-12 15:44:02,058][demucs.solver][INFO] - Train | Epoch 351 | 5/14 | 0.55 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.4329
[2024-12-12 15:44:02,709][demucs.solver][INFO] - Train | Epoch 351 | 6/14 | 0.61 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.4356
[2024-12-12 15:44:03,356][demucs.solver][INFO] - Train | Epoch 351 | 7/14 | 0.66 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 0.4403
[2024-12-12 15:44:03,999][demucs.solver][INFO] - Train | Epoch 351 | 8/14 | 0.70 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.4423
[2024-12-12 15:44:04,643][demucs.solver][INFO] - Train | Epoch 351 | 9/14 | 0.74 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.4042
[2024-12-12 15:44:05,289][demucs.solver][INFO] - Train | Epoch 351 | 10/14 | 0.78 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.3813
[2024-12-12 15:44:07,290][demucs.solver][INFO] - Train | Epoch 351 | 11/14 | 0.74 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.3562
[2024-12-12 15:44:07,925][demucs.solver][INFO] - Train | Epoch 351 | 12/14 | 0.78 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.3605
[2024-12-12 15:44:08,564][demucs.solver][INFO] - Train | Epoch 351 | 13/14 | 0.80 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.3627
[2024-12-12 15:44:08,901][demucs.solver][INFO] - Train Summary | Epoch 351 | Loss=0.2482 | Reco=0.2482 | Grad=0.3627
[2024-12-12 15:44:08,902][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:44:08,903][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:44:11,200][demucs.solver][INFO] - Valid | Epoch 351 | 1/20 | 2.83 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.232
[2024-12-12 15:44:11,467][demucs.solver][INFO] - Valid | Epoch 351 | 2/20 | 3.08 it/sec | Loss 0.4496 | Reco 0.4496 | Nsdr 1.123
[2024-12-12 15:44:11,704][demucs.solver][INFO] - Valid | Epoch 351 | 3/20 | 3.30 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.170
[2024-12-12 15:44:11,906][demucs.solver][INFO] - Valid | Epoch 351 | 4/20 | 3.54 it/sec | Loss 0.5123 | Reco 0.5123 | Nsdr 1.194
[2024-12-12 15:44:12,081][demucs.solver][INFO] - Valid | Epoch 351 | 5/20 | 3.78 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.174
[2024-12-12 15:44:12,304][demucs.solver][INFO] - Valid | Epoch 351 | 6/20 | 3.86 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.183
[2024-12-12 15:44:12,507][demucs.solver][INFO] - Valid | Epoch 351 | 7/20 | 3.97 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.198
[2024-12-12 15:44:12,711][demucs.solver][INFO] - Valid | Epoch 351 | 8/20 | 4.06 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.190
[2024-12-12 15:44:12,891][demucs.solver][INFO] - Valid | Epoch 351 | 9/20 | 4.17 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.197
[2024-12-12 15:44:13,096][demucs.solver][INFO] - Valid | Epoch 351 | 10/20 | 4.23 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.183
[2024-12-12 15:44:13,318][demucs.solver][INFO] - Valid | Epoch 351 | 11/20 | 4.25 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.179
[2024-12-12 15:44:13,498][demucs.solver][INFO] - Valid | Epoch 351 | 12/20 | 4.33 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.162
[2024-12-12 15:44:13,699][demucs.solver][INFO] - Valid | Epoch 351 | 13/20 | 4.37 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.163
[2024-12-12 15:44:13,878][demucs.solver][INFO] - Valid | Epoch 351 | 14/20 | 4.43 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.167
[2024-12-12 15:44:14,086][demucs.solver][INFO] - Valid | Epoch 351 | 15/20 | 4.45 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.172
[2024-12-12 15:44:14,286][demucs.solver][INFO] - Valid | Epoch 351 | 16/20 | 4.48 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.177
[2024-12-12 15:44:14,463][demucs.solver][INFO] - Valid | Epoch 351 | 17/20 | 4.53 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.184
[2024-12-12 15:44:14,685][demucs.solver][INFO] - Valid | Epoch 351 | 18/20 | 4.53 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.166
[2024-12-12 15:44:14,886][demucs.solver][INFO] - Valid | Epoch 351 | 19/20 | 4.55 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.175
[2024-12-12 15:44:15,769][demucs.solver][INFO] - Valid Summary | Epoch 351 | Loss=0.5427 | Reco=0.5427 | Nsdr=1.175 | Best=0.5381 | Bname=main
[2024-12-12 15:44:17,183][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:44:17,184][demucs.solver][INFO] - Training...
[2024-12-12 15:44:24,984][demucs.solver][INFO] - Train | Epoch 352 | 1/14 | 0.32 it/sec | Loss 0.2642 | Reco 0.2642 | Grad 0.5602
[2024-12-12 15:44:25,666][demucs.solver][INFO] - Train | Epoch 352 | 2/14 | 0.43 it/sec | Loss 0.2641 | Reco 0.2641 | Grad 0.5204
[2024-12-12 15:44:26,432][demucs.solver][INFO] - Train | Epoch 352 | 3/14 | 0.51 it/sec | Loss 0.2689 | Reco 0.2689 | Grad 0.6477
[2024-12-12 15:44:27,086][demucs.solver][INFO] - Train | Epoch 352 | 4/14 | 0.59 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.5977
[2024-12-12 15:44:27,725][demucs.solver][INFO] - Train | Epoch 352 | 5/14 | 0.66 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.5473
[2024-12-12 15:44:28,366][demucs.solver][INFO] - Train | Epoch 352 | 6/14 | 0.72 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.4865
[2024-12-12 15:44:29,003][demucs.solver][INFO] - Train | Epoch 352 | 7/14 | 0.77 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.4566
[2024-12-12 15:44:29,636][demucs.solver][INFO] - Train | Epoch 352 | 8/14 | 0.82 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.4179
[2024-12-12 15:44:30,273][demucs.solver][INFO] - Train | Epoch 352 | 9/14 | 0.86 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.4112
[2024-12-12 15:44:30,908][demucs.solver][INFO] - Train | Epoch 352 | 10/14 | 0.90 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.4086
[2024-12-12 15:44:31,547][demucs.solver][INFO] - Train | Epoch 352 | 11/14 | 0.93 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.4136
[2024-12-12 15:44:32,182][demucs.solver][INFO] - Train | Epoch 352 | 12/14 | 0.96 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.4040
[2024-12-12 15:44:32,818][demucs.solver][INFO] - Train | Epoch 352 | 13/14 | 0.99 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.3844
[2024-12-12 15:44:33,162][demucs.solver][INFO] - Train Summary | Epoch 352 | Loss=0.2512 | Reco=0.2512 | Grad=0.3844
[2024-12-12 15:44:33,163][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:44:33,163][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:44:36,935][demucs.solver][INFO] - Valid | Epoch 352 | 1/20 | 0.92 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.214
[2024-12-12 15:44:37,536][demucs.solver][INFO] - Valid | Epoch 352 | 2/20 | 1.08 it/sec | Loss 0.4498 | Reco 0.4498 | Nsdr 1.109
[2024-12-12 15:44:37,941][demucs.solver][INFO] - Valid | Epoch 352 | 3/20 | 1.26 it/sec | Loss 0.4954 | Reco 0.4954 | Nsdr 1.149
[2024-12-12 15:44:38,370][demucs.solver][INFO] - Valid | Epoch 352 | 4/20 | 1.39 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.176
[2024-12-12 15:44:38,610][demucs.solver][INFO] - Valid | Epoch 352 | 5/20 | 1.56 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.158
[2024-12-12 15:44:39,060][demucs.solver][INFO] - Valid | Epoch 352 | 6/20 | 1.63 it/sec | Loss 0.5182 | Reco 0.5182 | Nsdr 1.167
[2024-12-12 15:44:39,477][demucs.solver][INFO] - Valid | Epoch 352 | 7/20 | 1.70 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.180
[2024-12-12 15:44:39,944][demucs.solver][INFO] - Valid | Epoch 352 | 8/20 | 1.74 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.170
[2024-12-12 15:44:40,361][demucs.solver][INFO] - Valid | Epoch 352 | 9/20 | 1.79 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.175
[2024-12-12 15:44:40,758][demucs.solver][INFO] - Valid | Epoch 352 | 10/20 | 1.83 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.163
[2024-12-12 15:44:41,218][demucs.solver][INFO] - Valid | Epoch 352 | 11/20 | 1.86 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.160
[2024-12-12 15:44:41,622][demucs.solver][INFO] - Valid | Epoch 352 | 12/20 | 1.89 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.143
[2024-12-12 15:44:42,048][demucs.solver][INFO] - Valid | Epoch 352 | 13/20 | 1.92 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.145
[2024-12-12 15:44:42,352][demucs.solver][INFO] - Valid | Epoch 352 | 14/20 | 1.98 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.149
[2024-12-12 15:44:42,546][demucs.solver][INFO] - Valid | Epoch 352 | 15/20 | 2.06 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.154
[2024-12-12 15:44:42,752][demucs.solver][INFO] - Valid | Epoch 352 | 16/20 | 2.13 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.159
[2024-12-12 15:44:42,931][demucs.solver][INFO] - Valid | Epoch 352 | 17/20 | 2.20 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.164
[2024-12-12 15:44:43,215][demucs.solver][INFO] - Valid | Epoch 352 | 18/20 | 2.25 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.147
[2024-12-12 15:44:43,460][demucs.solver][INFO] - Valid | Epoch 352 | 19/20 | 2.30 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.156
[2024-12-12 15:44:43,925][demucs.solver][INFO] - Valid Summary | Epoch 352 | Loss=0.5438 | Reco=0.5438 | Nsdr=1.156 | Best=0.5381 | Bname=main
[2024-12-12 15:44:45,264][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:44:45,264][demucs.solver][INFO] - Training...
[2024-12-12 15:44:53,580][demucs.solver][INFO] - Train | Epoch 353 | 1/14 | 0.30 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.3860
[2024-12-12 15:44:54,234][demucs.solver][INFO] - Train | Epoch 353 | 2/14 | 0.41 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.3296
[2024-12-12 15:44:54,890][demucs.solver][INFO] - Train | Epoch 353 | 3/14 | 0.50 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.3578
[2024-12-12 15:44:55,539][demucs.solver][INFO] - Train | Epoch 353 | 4/14 | 0.58 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.3546
[2024-12-12 15:44:56,278][demucs.solver][INFO] - Train | Epoch 353 | 5/14 | 0.64 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.3587
[2024-12-12 15:44:56,996][demucs.solver][INFO] - Train | Epoch 353 | 6/14 | 0.69 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.3467
[2024-12-12 15:44:57,835][demucs.solver][INFO] - Train | Epoch 353 | 7/14 | 0.73 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.3463
[2024-12-12 15:44:58,505][demucs.solver][INFO] - Train | Epoch 353 | 8/14 | 0.77 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.3220
[2024-12-12 15:44:59,166][demucs.solver][INFO] - Train | Epoch 353 | 9/14 | 0.81 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.3733
[2024-12-12 15:44:59,802][demucs.solver][INFO] - Train | Epoch 353 | 10/14 | 0.85 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 0.3606
[2024-12-12 15:45:00,434][demucs.solver][INFO] - Train | Epoch 353 | 11/14 | 0.89 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 0.3908
[2024-12-12 15:45:01,079][demucs.solver][INFO] - Train | Epoch 353 | 12/14 | 0.92 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.3994
[2024-12-12 15:45:01,714][demucs.solver][INFO] - Train | Epoch 353 | 13/14 | 0.94 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.3820
[2024-12-12 15:45:02,081][demucs.solver][INFO] - Train Summary | Epoch 353 | Loss=0.2532 | Reco=0.2532 | Grad=0.3820
[2024-12-12 15:45:02,081][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:45:02,081][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:45:04,283][demucs.solver][INFO] - Valid | Epoch 353 | 1/20 | 2.88 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.198
[2024-12-12 15:45:04,578][demucs.solver][INFO] - Valid | Epoch 353 | 2/20 | 3.03 it/sec | Loss 0.4506 | Reco 0.4506 | Nsdr 1.104
[2024-12-12 15:45:04,810][demucs.solver][INFO] - Valid | Epoch 353 | 3/20 | 3.27 it/sec | Loss 0.4964 | Reco 0.4964 | Nsdr 1.133
[2024-12-12 15:45:05,041][demucs.solver][INFO] - Valid | Epoch 353 | 4/20 | 3.44 it/sec | Loss 0.5144 | Reco 0.5144 | Nsdr 1.146
[2024-12-12 15:45:05,241][demucs.solver][INFO] - Valid | Epoch 353 | 5/20 | 3.63 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.120
[2024-12-12 15:45:05,445][demucs.solver][INFO] - Valid | Epoch 353 | 6/20 | 3.77 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.129
[2024-12-12 15:45:05,672][demucs.solver][INFO] - Valid | Epoch 353 | 7/20 | 3.84 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.137
[2024-12-12 15:45:05,871][demucs.solver][INFO] - Valid | Epoch 353 | 8/20 | 3.94 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.125
[2024-12-12 15:45:06,053][demucs.solver][INFO] - Valid | Epoch 353 | 9/20 | 4.06 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.128
[2024-12-12 15:45:06,253][demucs.solver][INFO] - Valid | Epoch 353 | 10/20 | 4.13 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.118
[2024-12-12 15:45:06,436][demucs.solver][INFO] - Valid | Epoch 353 | 11/20 | 4.21 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.117
[2024-12-12 15:45:06,598][demucs.solver][INFO] - Valid | Epoch 353 | 12/20 | 4.32 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.103
[2024-12-12 15:45:06,782][demucs.solver][INFO] - Valid | Epoch 353 | 13/20 | 4.38 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.107
[2024-12-12 15:45:07,016][demucs.solver][INFO] - Valid | Epoch 353 | 14/20 | 4.38 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.110
[2024-12-12 15:45:07,201][demucs.solver][INFO] - Valid | Epoch 353 | 15/20 | 4.43 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.113
[2024-12-12 15:45:07,423][demucs.solver][INFO] - Valid | Epoch 353 | 16/20 | 4.43 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.120
[2024-12-12 15:45:07,621][demucs.solver][INFO] - Valid | Epoch 353 | 17/20 | 4.46 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.128
[2024-12-12 15:45:07,824][demucs.solver][INFO] - Valid | Epoch 353 | 18/20 | 4.49 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.113
[2024-12-12 15:45:08,008][demucs.solver][INFO] - Valid | Epoch 353 | 19/20 | 4.53 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.120
[2024-12-12 15:45:08,571][demucs.solver][INFO] - Valid Summary | Epoch 353 | Loss=0.5461 | Reco=0.5461 | Nsdr=1.120 | Best=0.5381 | Bname=main
[2024-12-12 15:45:09,936][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:45:09,937][demucs.solver][INFO] - Training...
[2024-12-12 15:45:18,518][demucs.solver][INFO] - Train | Epoch 354 | 1/14 | 0.29 it/sec | Loss 0.2652 | Reco 0.2652 | Grad 0.3895
[2024-12-12 15:45:19,163][demucs.solver][INFO] - Train | Epoch 354 | 2/14 | 0.39 it/sec | Loss 0.2686 | Reco 0.2686 | Grad 0.7541
[2024-12-12 15:45:19,810][demucs.solver][INFO] - Train | Epoch 354 | 3/14 | 0.48 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.6067
[2024-12-12 15:45:20,457][demucs.solver][INFO] - Train | Epoch 354 | 4/14 | 0.56 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.6377
[2024-12-12 15:45:21,103][demucs.solver][INFO] - Train | Epoch 354 | 5/14 | 0.63 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.7318
[2024-12-12 15:45:21,744][demucs.solver][INFO] - Train | Epoch 354 | 6/14 | 0.69 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.6525
[2024-12-12 15:45:22,395][demucs.solver][INFO] - Train | Epoch 354 | 7/14 | 0.74 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.7069
[2024-12-12 15:45:23,030][demucs.solver][INFO] - Train | Epoch 354 | 8/14 | 0.78 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.7098
[2024-12-12 15:45:23,665][demucs.solver][INFO] - Train | Epoch 354 | 9/14 | 0.83 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.7293
[2024-12-12 15:45:24,299][demucs.solver][INFO] - Train | Epoch 354 | 10/14 | 0.86 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.6912
[2024-12-12 15:45:24,930][demucs.solver][INFO] - Train | Epoch 354 | 11/14 | 0.90 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.6534
[2024-12-12 15:45:25,567][demucs.solver][INFO] - Train | Epoch 354 | 12/14 | 0.93 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.6635
[2024-12-12 15:45:26,205][demucs.solver][INFO] - Train | Epoch 354 | 13/14 | 0.96 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.6764
[2024-12-12 15:45:26,570][demucs.solver][INFO] - Train Summary | Epoch 354 | Loss=0.2514 | Reco=0.2514 | Grad=0.6764
[2024-12-12 15:45:26,570][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:45:26,570][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:45:28,991][demucs.solver][INFO] - Valid | Epoch 354 | 1/20 | 2.84 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.221
[2024-12-12 15:45:29,254][demucs.solver][INFO] - Valid | Epoch 354 | 2/20 | 3.10 it/sec | Loss 0.4481 | Reco 0.4481 | Nsdr 1.119
[2024-12-12 15:45:29,483][demucs.solver][INFO] - Valid | Epoch 354 | 3/20 | 3.34 it/sec | Loss 0.4932 | Reco 0.4932 | Nsdr 1.166
[2024-12-12 15:45:29,680][demucs.solver][INFO] - Valid | Epoch 354 | 4/20 | 3.59 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.190
[2024-12-12 15:45:29,887][demucs.solver][INFO] - Valid | Epoch 354 | 5/20 | 3.75 it/sec | Loss 0.5317 | Reco 0.5317 | Nsdr 1.172
[2024-12-12 15:45:30,090][demucs.solver][INFO] - Valid | Epoch 354 | 6/20 | 3.88 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.181
[2024-12-12 15:45:30,311][demucs.solver][INFO] - Valid | Epoch 354 | 7/20 | 3.95 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.196
[2024-12-12 15:45:30,536][demucs.solver][INFO] - Valid | Epoch 354 | 8/20 | 4.00 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.189
[2024-12-12 15:45:30,711][demucs.solver][INFO] - Valid | Epoch 354 | 9/20 | 4.12 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.195
[2024-12-12 15:45:30,891][demucs.solver][INFO] - Valid | Epoch 354 | 10/20 | 4.22 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.179
[2024-12-12 15:45:31,093][demucs.solver][INFO] - Valid | Epoch 354 | 11/20 | 4.27 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.176
[2024-12-12 15:45:31,316][demucs.solver][INFO] - Valid | Epoch 354 | 12/20 | 4.29 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.159
[2024-12-12 15:45:31,517][demucs.solver][INFO] - Valid | Epoch 354 | 13/20 | 4.33 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.161
[2024-12-12 15:45:31,696][demucs.solver][INFO] - Valid | Epoch 354 | 14/20 | 4.40 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.165
[2024-12-12 15:45:31,894][demucs.solver][INFO] - Valid | Epoch 354 | 15/20 | 4.43 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.170
[2024-12-12 15:45:32,090][demucs.solver][INFO] - Valid | Epoch 354 | 16/20 | 4.47 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.175
[2024-12-12 15:45:32,267][demucs.solver][INFO] - Valid | Epoch 354 | 17/20 | 4.52 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.180
[2024-12-12 15:45:32,484][demucs.solver][INFO] - Valid | Epoch 354 | 18/20 | 4.53 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.163
[2024-12-12 15:45:32,680][demucs.solver][INFO] - Valid | Epoch 354 | 19/20 | 4.55 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.173
[2024-12-12 15:45:33,136][demucs.solver][INFO] - Valid Summary | Epoch 354 | Loss=0.5418 | Reco=0.5418 | Nsdr=1.173 | Best=0.5381 | Bname=main
[2024-12-12 15:45:34,461][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:45:34,462][demucs.solver][INFO] - Training...
[2024-12-12 15:45:41,544][demucs.solver][INFO] - Train | Epoch 355 | 1/14 | 0.36 it/sec | Loss 0.2714 | Reco 0.2714 | Grad 1.1005
[2024-12-12 15:45:42,773][demucs.solver][INFO] - Train | Epoch 355 | 2/14 | 0.44 it/sec | Loss 0.2751 | Reco 0.2751 | Grad 0.8419
[2024-12-12 15:45:43,531][demucs.solver][INFO] - Train | Epoch 355 | 3/14 | 0.53 it/sec | Loss 0.2724 | Reco 0.2724 | Grad 0.7012
[2024-12-12 15:45:44,332][demucs.solver][INFO] - Train | Epoch 355 | 4/14 | 0.60 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 0.6137
[2024-12-12 15:45:44,991][demucs.solver][INFO] - Train | Epoch 355 | 5/14 | 0.67 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.5417
[2024-12-12 15:45:45,665][demucs.solver][INFO] - Train | Epoch 355 | 6/14 | 0.73 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 0.4942
[2024-12-12 15:45:46,582][demucs.solver][INFO] - Train | Epoch 355 | 7/14 | 0.76 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.4574
[2024-12-12 15:45:47,239][demucs.solver][INFO] - Train | Epoch 355 | 8/14 | 0.80 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.4329
[2024-12-12 15:45:48,060][demucs.solver][INFO] - Train | Epoch 355 | 9/14 | 0.83 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.4181
[2024-12-12 15:45:51,420][demucs.solver][INFO] - Train | Epoch 355 | 10/14 | 0.71 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.4090
[2024-12-12 15:45:52,054][demucs.solver][INFO] - Train | Epoch 355 | 11/14 | 0.75 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.3846
[2024-12-12 15:45:52,685][demucs.solver][INFO] - Train | Epoch 355 | 12/14 | 0.78 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.3798
[2024-12-12 15:45:53,322][demucs.solver][INFO] - Train | Epoch 355 | 13/14 | 0.81 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.3643
[2024-12-12 15:45:53,665][demucs.solver][INFO] - Train Summary | Epoch 355 | Loss=0.2544 | Reco=0.2544 | Grad=0.3643
[2024-12-12 15:45:53,665][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:45:53,665][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:45:56,182][demucs.solver][INFO] - Valid | Epoch 355 | 1/20 | 2.55 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.192
[2024-12-12 15:45:56,516][demucs.solver][INFO] - Valid | Epoch 355 | 2/20 | 2.68 it/sec | Loss 0.4511 | Reco 0.4511 | Nsdr 1.094
[2024-12-12 15:45:56,917][demucs.solver][INFO] - Valid | Epoch 355 | 3/20 | 2.63 it/sec | Loss 0.4971 | Reco 0.4971 | Nsdr 1.129
[2024-12-12 15:45:57,396][demucs.solver][INFO] - Valid | Epoch 355 | 4/20 | 2.50 it/sec | Loss 0.5147 | Reco 0.5147 | Nsdr 1.155
[2024-12-12 15:45:57,807][demucs.solver][INFO] - Valid | Epoch 355 | 5/20 | 2.49 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.136
[2024-12-12 15:45:58,172][demucs.solver][INFO] - Valid | Epoch 355 | 6/20 | 2.52 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.149
[2024-12-12 15:45:58,433][demucs.solver][INFO] - Valid | Epoch 355 | 7/20 | 2.63 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.162
[2024-12-12 15:45:58,661][demucs.solver][INFO] - Valid | Epoch 355 | 8/20 | 2.76 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.153
[2024-12-12 15:45:58,924][demucs.solver][INFO] - Valid | Epoch 355 | 9/20 | 2.83 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.159
[2024-12-12 15:45:59,114][demucs.solver][INFO] - Valid | Epoch 355 | 10/20 | 2.96 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.146
[2024-12-12 15:45:59,386][demucs.solver][INFO] - Valid | Epoch 355 | 11/20 | 3.01 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.145
[2024-12-12 15:45:59,585][demucs.solver][INFO] - Valid | Epoch 355 | 12/20 | 3.10 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.129
[2024-12-12 15:45:59,785][demucs.solver][INFO] - Valid | Epoch 355 | 13/20 | 3.19 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.133
[2024-12-12 15:45:59,986][demucs.solver][INFO] - Valid | Epoch 355 | 14/20 | 3.27 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.138
[2024-12-12 15:46:00,140][demucs.solver][INFO] - Valid | Epoch 355 | 15/20 | 3.37 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.143
[2024-12-12 15:46:00,350][demucs.solver][INFO] - Valid | Epoch 355 | 16/20 | 3.43 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.150
[2024-12-12 15:46:00,555][demucs.solver][INFO] - Valid | Epoch 355 | 17/20 | 3.49 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.152
[2024-12-12 15:46:00,790][demucs.solver][INFO] - Valid | Epoch 355 | 18/20 | 3.52 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.135
[2024-12-12 15:46:01,009][demucs.solver][INFO] - Valid | Epoch 355 | 19/20 | 3.56 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.143
[2024-12-12 15:46:01,434][demucs.solver][INFO] - Valid Summary | Epoch 355 | Loss=0.5449 | Reco=0.5449 | Nsdr=1.143 | Best=0.5381 | Bname=main
[2024-12-12 15:46:02,780][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:46:02,780][demucs.solver][INFO] - Training...
[2024-12-12 15:46:11,211][demucs.solver][INFO] - Train | Epoch 356 | 1/14 | 0.29 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 0.4083
[2024-12-12 15:46:11,858][demucs.solver][INFO] - Train | Epoch 356 | 2/14 | 0.40 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.5031
[2024-12-12 15:46:12,501][demucs.solver][INFO] - Train | Epoch 356 | 3/14 | 0.49 it/sec | Loss 0.2635 | Reco 0.2635 | Grad 0.4554
[2024-12-12 15:46:13,152][demucs.solver][INFO] - Train | Epoch 356 | 4/14 | 0.57 it/sec | Loss 0.2623 | Reco 0.2623 | Grad 0.4280
[2024-12-12 15:46:13,795][demucs.solver][INFO] - Train | Epoch 356 | 5/14 | 0.64 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.3978
[2024-12-12 15:46:14,437][demucs.solver][INFO] - Train | Epoch 356 | 6/14 | 0.70 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.3787
[2024-12-12 15:46:15,079][demucs.solver][INFO] - Train | Epoch 356 | 7/14 | 0.75 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.3434
[2024-12-12 15:46:15,720][demucs.solver][INFO] - Train | Epoch 356 | 8/14 | 0.79 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.3248
[2024-12-12 15:46:16,354][demucs.solver][INFO] - Train | Epoch 356 | 9/14 | 0.84 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.3748
[2024-12-12 15:46:16,994][demucs.solver][INFO] - Train | Epoch 356 | 10/14 | 0.87 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.3723
[2024-12-12 15:46:17,631][demucs.solver][INFO] - Train | Epoch 356 | 11/14 | 0.91 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.3572
[2024-12-12 15:46:18,268][demucs.solver][INFO] - Train | Epoch 356 | 12/14 | 0.94 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.4114
[2024-12-12 15:46:18,902][demucs.solver][INFO] - Train | Epoch 356 | 13/14 | 0.96 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.4146
[2024-12-12 15:46:19,225][demucs.solver][INFO] - Train Summary | Epoch 356 | Loss=0.2536 | Reco=0.2536 | Grad=0.4146
[2024-12-12 15:46:19,226][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:46:19,226][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:46:21,512][demucs.solver][INFO] - Valid | Epoch 356 | 1/20 | 2.62 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.207
[2024-12-12 15:46:21,803][demucs.solver][INFO] - Valid | Epoch 356 | 2/20 | 2.85 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.107
[2024-12-12 15:46:22,047][demucs.solver][INFO] - Valid | Epoch 356 | 3/20 | 3.08 it/sec | Loss 0.4959 | Reco 0.4959 | Nsdr 1.142
[2024-12-12 15:46:22,252][demucs.solver][INFO] - Valid | Epoch 356 | 4/20 | 3.33 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.158
[2024-12-12 15:46:22,454][demucs.solver][INFO] - Valid | Epoch 356 | 5/20 | 3.52 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.131
[2024-12-12 15:46:22,682][demucs.solver][INFO] - Valid | Epoch 356 | 6/20 | 3.62 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.140
[2024-12-12 15:46:22,907][demucs.solver][INFO] - Valid | Epoch 356 | 7/20 | 3.71 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.151
[2024-12-12 15:46:23,110][demucs.solver][INFO] - Valid | Epoch 356 | 8/20 | 3.81 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.140
[2024-12-12 15:46:23,335][demucs.solver][INFO] - Valid | Epoch 356 | 9/20 | 3.87 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.143
[2024-12-12 15:46:23,543][demucs.solver][INFO] - Valid | Epoch 356 | 10/20 | 3.94 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.133
[2024-12-12 15:46:23,766][demucs.solver][INFO] - Valid | Epoch 356 | 11/20 | 3.98 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.131
[2024-12-12 15:46:23,967][demucs.solver][INFO] - Valid | Epoch 356 | 12/20 | 4.04 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.116
[2024-12-12 15:46:24,122][demucs.solver][INFO] - Valid | Epoch 356 | 13/20 | 4.15 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.119
[2024-12-12 15:46:24,319][demucs.solver][INFO] - Valid | Epoch 356 | 14/20 | 4.20 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.122
[2024-12-12 15:46:24,473][demucs.solver][INFO] - Valid | Epoch 356 | 15/20 | 4.30 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.127
[2024-12-12 15:46:24,682][demucs.solver][INFO] - Valid | Epoch 356 | 16/20 | 4.32 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.133
[2024-12-12 15:46:24,885][demucs.solver][INFO] - Valid | Epoch 356 | 17/20 | 4.35 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.141
[2024-12-12 15:46:25,088][demucs.solver][INFO] - Valid | Epoch 356 | 18/20 | 4.38 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.125
[2024-12-12 15:46:25,242][demucs.solver][INFO] - Valid | Epoch 356 | 19/20 | 4.45 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.133
[2024-12-12 15:46:25,961][demucs.solver][INFO] - Valid Summary | Epoch 356 | Loss=0.5454 | Reco=0.5454 | Nsdr=1.133 | Best=0.5381 | Bname=main
[2024-12-12 15:46:27,274][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:46:27,274][demucs.solver][INFO] - Training...
[2024-12-12 15:46:37,793][demucs.solver][INFO] - Train | Epoch 357 | 1/14 | 0.23 it/sec | Loss 0.2305 | Reco 0.2305 | Grad 0.2173
[2024-12-12 15:46:38,435][demucs.solver][INFO] - Train | Epoch 357 | 2/14 | 0.31 it/sec | Loss 0.2284 | Reco 0.2284 | Grad 0.2975
[2024-12-12 15:46:39,088][demucs.solver][INFO] - Train | Epoch 357 | 3/14 | 0.39 it/sec | Loss 0.2286 | Reco 0.2286 | Grad 0.2615
[2024-12-12 15:46:39,723][demucs.solver][INFO] - Train | Epoch 357 | 4/14 | 0.46 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.3164
[2024-12-12 15:46:40,355][demucs.solver][INFO] - Train | Epoch 357 | 5/14 | 0.52 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 0.3015
[2024-12-12 15:46:40,988][demucs.solver][INFO] - Train | Epoch 357 | 6/14 | 0.58 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.3528
[2024-12-12 15:46:41,621][demucs.solver][INFO] - Train | Epoch 357 | 7/14 | 0.63 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.3919
[2024-12-12 15:46:42,254][demucs.solver][INFO] - Train | Epoch 357 | 8/14 | 0.67 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.4447
[2024-12-12 15:46:42,887][demucs.solver][INFO] - Train | Epoch 357 | 9/14 | 0.72 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.4597
[2024-12-12 15:46:43,525][demucs.solver][INFO] - Train | Epoch 357 | 10/14 | 0.75 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.4365
[2024-12-12 15:46:44,156][demucs.solver][INFO] - Train | Epoch 357 | 11/14 | 0.79 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.4445
[2024-12-12 15:46:44,792][demucs.solver][INFO] - Train | Epoch 357 | 12/14 | 0.82 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.4175
[2024-12-12 15:46:45,421][demucs.solver][INFO] - Train | Epoch 357 | 13/14 | 0.85 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.4399
[2024-12-12 15:46:45,769][demucs.solver][INFO] - Train Summary | Epoch 357 | Loss=0.2507 | Reco=0.2507 | Grad=0.4399
[2024-12-12 15:46:45,770][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:46:45,770][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:46:48,270][demucs.solver][INFO] - Valid | Epoch 357 | 1/20 | 2.10 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.231
[2024-12-12 15:46:48,593][demucs.solver][INFO] - Valid | Epoch 357 | 2/20 | 2.35 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.128
[2024-12-12 15:46:48,867][demucs.solver][INFO] - Valid | Epoch 357 | 3/20 | 2.58 it/sec | Loss 0.4928 | Reco 0.4928 | Nsdr 1.168
[2024-12-12 15:46:49,336][demucs.solver][INFO] - Valid | Epoch 357 | 4/20 | 2.48 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.181
[2024-12-12 15:46:49,583][demucs.solver][INFO] - Valid | Epoch 357 | 5/20 | 2.65 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.163
[2024-12-12 15:46:49,820][demucs.solver][INFO] - Valid | Epoch 357 | 6/20 | 2.80 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.171
[2024-12-12 15:46:50,033][demucs.solver][INFO] - Valid | Epoch 357 | 7/20 | 2.94 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.180
[2024-12-12 15:46:50,264][demucs.solver][INFO] - Valid | Epoch 357 | 8/20 | 3.05 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.173
[2024-12-12 15:46:50,467][demucs.solver][INFO] - Valid | Epoch 357 | 9/20 | 3.17 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.175
[2024-12-12 15:46:50,694][demucs.solver][INFO] - Valid | Epoch 357 | 10/20 | 3.26 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.160
[2024-12-12 15:46:50,848][demucs.solver][INFO] - Valid | Epoch 357 | 11/20 | 3.40 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.159
[2024-12-12 15:46:51,045][demucs.solver][INFO] - Valid | Epoch 357 | 12/20 | 3.49 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.143
[2024-12-12 15:46:51,223][demucs.solver][INFO] - Valid | Epoch 357 | 13/20 | 3.58 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.146
[2024-12-12 15:46:51,403][demucs.solver][INFO] - Valid | Epoch 357 | 14/20 | 3.67 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.149
[2024-12-12 15:46:51,558][demucs.solver][INFO] - Valid | Epoch 357 | 15/20 | 3.77 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.153
[2024-12-12 15:46:51,766][demucs.solver][INFO] - Valid | Epoch 357 | 16/20 | 3.82 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.159
[2024-12-12 15:46:51,947][demucs.solver][INFO] - Valid | Epoch 357 | 17/20 | 3.89 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.169
[2024-12-12 15:46:52,126][demucs.solver][INFO] - Valid | Epoch 357 | 18/20 | 3.95 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.152
[2024-12-12 15:46:52,325][demucs.solver][INFO] - Valid | Epoch 357 | 19/20 | 3.99 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.159
[2024-12-12 15:46:52,748][demucs.solver][INFO] - Valid Summary | Epoch 357 | Loss=0.5420 | Reco=0.5420 | Nsdr=1.159 | Best=0.5381 | Bname=main
[2024-12-12 15:46:54,229][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:46:54,229][demucs.solver][INFO] - Training...
[2024-12-12 15:47:02,290][demucs.solver][INFO] - Train | Epoch 358 | 1/14 | 0.31 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.4712
[2024-12-12 15:47:02,935][demucs.solver][INFO] - Train | Epoch 358 | 2/14 | 0.42 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.6232
[2024-12-12 15:47:05,114][demucs.solver][INFO] - Train | Epoch 358 | 3/14 | 0.43 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.5528
[2024-12-12 15:47:05,761][demucs.solver][INFO] - Train | Epoch 358 | 4/14 | 0.50 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.7174
[2024-12-12 15:47:06,405][demucs.solver][INFO] - Train | Epoch 358 | 5/14 | 0.56 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.6516
[2024-12-12 15:47:07,052][demucs.solver][INFO] - Train | Epoch 358 | 6/14 | 0.62 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.6198
[2024-12-12 15:47:07,686][demucs.solver][INFO] - Train | Epoch 358 | 7/14 | 0.67 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.6213
[2024-12-12 15:47:08,320][demucs.solver][INFO] - Train | Epoch 358 | 8/14 | 0.72 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.6679
[2024-12-12 15:47:08,954][demucs.solver][INFO] - Train | Epoch 358 | 9/14 | 0.76 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.6725
[2024-12-12 15:47:09,592][demucs.solver][INFO] - Train | Epoch 358 | 10/14 | 0.79 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.7100
[2024-12-12 15:47:10,230][demucs.solver][INFO] - Train | Epoch 358 | 11/14 | 0.83 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.7725
[2024-12-12 15:47:10,868][demucs.solver][INFO] - Train | Epoch 358 | 12/14 | 0.86 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.7963
[2024-12-12 15:47:11,508][demucs.solver][INFO] - Train | Epoch 358 | 13/14 | 0.89 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 0.7721
[2024-12-12 15:47:11,859][demucs.solver][INFO] - Train Summary | Epoch 358 | Loss=0.2508 | Reco=0.2508 | Grad=0.7721
[2024-12-12 15:47:11,860][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:47:11,860][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:47:15,493][demucs.solver][INFO] - Valid | Epoch 358 | 1/20 | 0.93 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.198
[2024-12-12 15:47:16,191][demucs.solver][INFO] - Valid | Epoch 358 | 2/20 | 1.05 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.100
[2024-12-12 15:47:16,676][demucs.solver][INFO] - Valid | Epoch 358 | 3/20 | 1.20 it/sec | Loss 0.4931 | Reco 0.4931 | Nsdr 1.152
[2024-12-12 15:47:17,021][demucs.solver][INFO] - Valid | Epoch 358 | 4/20 | 1.36 it/sec | Loss 0.5106 | Reco 0.5106 | Nsdr 1.166
[2024-12-12 15:47:17,408][demucs.solver][INFO] - Valid | Epoch 358 | 5/20 | 1.48 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.149
[2024-12-12 15:47:17,721][demucs.solver][INFO] - Valid | Epoch 358 | 6/20 | 1.60 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.157
[2024-12-12 15:47:17,912][demucs.solver][INFO] - Valid | Epoch 358 | 7/20 | 1.75 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.171
[2024-12-12 15:47:18,104][demucs.solver][INFO] - Valid | Epoch 358 | 8/20 | 1.89 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.163
[2024-12-12 15:47:18,259][demucs.solver][INFO] - Valid | Epoch 358 | 9/20 | 2.03 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.164
[2024-12-12 15:47:18,437][demucs.solver][INFO] - Valid | Epoch 358 | 10/20 | 2.16 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.148
[2024-12-12 15:47:18,613][demucs.solver][INFO] - Valid | Epoch 358 | 11/20 | 2.28 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.146
[2024-12-12 15:47:18,817][demucs.solver][INFO] - Valid | Epoch 358 | 12/20 | 2.38 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.130
[2024-12-12 15:47:19,023][demucs.solver][INFO] - Valid | Epoch 358 | 13/20 | 2.47 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.134
[2024-12-12 15:47:19,221][demucs.solver][INFO] - Valid | Epoch 358 | 14/20 | 2.55 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.138
[2024-12-12 15:47:19,375][demucs.solver][INFO] - Valid | Epoch 358 | 15/20 | 2.65 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.142
[2024-12-12 15:47:19,574][demucs.solver][INFO] - Valid | Epoch 358 | 16/20 | 2.73 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.149
[2024-12-12 15:47:19,771][demucs.solver][INFO] - Valid | Epoch 358 | 17/20 | 2.80 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.157
[2024-12-12 15:47:19,968][demucs.solver][INFO] - Valid | Epoch 358 | 18/20 | 2.87 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.140
[2024-12-12 15:47:20,143][demucs.solver][INFO] - Valid | Epoch 358 | 19/20 | 2.94 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.148
[2024-12-12 15:47:20,553][demucs.solver][INFO] - Valid Summary | Epoch 358 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.148 | Best=0.5381 | Bname=main
[2024-12-12 15:47:21,984][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:47:21,984][demucs.solver][INFO] - Training...
[2024-12-12 15:47:34,651][demucs.solver][INFO] - Train | Epoch 359 | 1/14 | 0.18 it/sec | Loss 0.2868 | Reco 0.2868 | Grad 1.4633
[2024-12-12 15:47:35,294][demucs.solver][INFO] - Train | Epoch 359 | 2/14 | 0.25 it/sec | Loss 0.2775 | Reco 0.2775 | Grad 1.2298
[2024-12-12 15:47:36,002][demucs.solver][INFO] - Train | Epoch 359 | 3/14 | 0.32 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 1.0080
[2024-12-12 15:47:36,643][demucs.solver][INFO] - Train | Epoch 359 | 4/14 | 0.38 it/sec | Loss 0.2621 | Reco 0.2621 | Grad 0.8672
[2024-12-12 15:47:37,287][demucs.solver][INFO] - Train | Epoch 359 | 5/14 | 0.43 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.7806
[2024-12-12 15:47:37,931][demucs.solver][INFO] - Train | Epoch 359 | 6/14 | 0.48 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.6947
[2024-12-12 15:47:38,570][demucs.solver][INFO] - Train | Epoch 359 | 7/14 | 0.53 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.6347
[2024-12-12 15:47:39,204][demucs.solver][INFO] - Train | Epoch 359 | 8/14 | 0.57 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.6055
[2024-12-12 15:47:39,836][demucs.solver][INFO] - Train | Epoch 359 | 9/14 | 0.61 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.5696
[2024-12-12 15:47:40,470][demucs.solver][INFO] - Train | Epoch 359 | 10/14 | 0.65 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.5435
[2024-12-12 15:47:41,103][demucs.solver][INFO] - Train | Epoch 359 | 11/14 | 0.68 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.5301
[2024-12-12 15:47:41,736][demucs.solver][INFO] - Train | Epoch 359 | 12/14 | 0.71 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.5040
[2024-12-12 15:47:42,381][demucs.solver][INFO] - Train | Epoch 359 | 13/14 | 0.74 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.4841
[2024-12-12 15:47:42,794][demucs.solver][INFO] - Train Summary | Epoch 359 | Loss=0.2492 | Reco=0.2492 | Grad=0.4841
[2024-12-12 15:47:42,795][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:47:42,795][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:47:45,893][demucs.solver][INFO] - Valid | Epoch 359 | 1/20 | 1.26 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.250
[2024-12-12 15:47:46,093][demucs.solver][INFO] - Valid | Epoch 359 | 2/20 | 1.68 it/sec | Loss 0.4456 | Reco 0.4456 | Nsdr 1.141
[2024-12-12 15:47:46,301][demucs.solver][INFO] - Valid | Epoch 359 | 3/20 | 2.01 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.191
[2024-12-12 15:47:46,531][demucs.solver][INFO] - Valid | Epoch 359 | 4/20 | 2.25 it/sec | Loss 0.5074 | Reco 0.5074 | Nsdr 1.230
[2024-12-12 15:47:46,714][demucs.solver][INFO] - Valid | Epoch 359 | 5/20 | 2.49 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.237
[2024-12-12 15:47:46,917][demucs.solver][INFO] - Valid | Epoch 359 | 6/20 | 2.68 it/sec | Loss 0.5107 | Reco 0.5107 | Nsdr 1.248
[2024-12-12 15:47:47,144][demucs.solver][INFO] - Valid | Epoch 359 | 7/20 | 2.82 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.262
[2024-12-12 15:47:47,345][demucs.solver][INFO] - Valid | Epoch 359 | 8/20 | 2.96 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.268
[2024-12-12 15:47:47,525][demucs.solver][INFO] - Valid | Epoch 359 | 9/20 | 3.11 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.280
[2024-12-12 15:47:47,752][demucs.solver][INFO] - Valid | Epoch 359 | 10/20 | 3.19 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.259
[2024-12-12 15:47:47,977][demucs.solver][INFO] - Valid | Epoch 359 | 11/20 | 3.27 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.252
[2024-12-12 15:47:48,180][demucs.solver][INFO] - Valid | Epoch 359 | 12/20 | 3.36 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.235
[2024-12-12 15:47:48,402][demucs.solver][INFO] - Valid | Epoch 359 | 13/20 | 3.42 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.237
[2024-12-12 15:47:48,623][demucs.solver][INFO] - Valid | Epoch 359 | 14/20 | 3.48 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.241
[2024-12-12 15:47:48,807][demucs.solver][INFO] - Valid | Epoch 359 | 15/20 | 3.56 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.246
[2024-12-12 15:47:49,013][demucs.solver][INFO] - Valid | Epoch 359 | 16/20 | 3.61 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.249
[2024-12-12 15:47:49,215][demucs.solver][INFO] - Valid | Epoch 359 | 17/20 | 3.67 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.249
[2024-12-12 15:47:49,421][demucs.solver][INFO] - Valid | Epoch 359 | 18/20 | 3.72 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.228
[2024-12-12 15:47:49,620][demucs.solver][INFO] - Valid | Epoch 359 | 19/20 | 3.77 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.238
[2024-12-12 15:47:50,022][demucs.solver][INFO] - Valid Summary | Epoch 359 | Loss=0.5362 | Reco=0.5362 | Nsdr=1.238 | Best=0.5362 | Bname=main
[2024-12-12 15:47:50,023][demucs.solver][INFO] - New best valid loss 0.5362
[2024-12-12 15:47:51,789][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:47:51,790][demucs.solver][INFO] - Training...
[2024-12-12 15:48:00,350][demucs.solver][INFO] - Train | Epoch 360 | 1/14 | 0.29 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.1662
[2024-12-12 15:48:01,011][demucs.solver][INFO] - Train | Epoch 360 | 2/14 | 0.39 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 0.1338
[2024-12-12 15:48:01,684][demucs.solver][INFO] - Train | Epoch 360 | 3/14 | 0.48 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.1298
[2024-12-12 15:48:02,669][demucs.solver][INFO] - Train | Epoch 360 | 4/14 | 0.54 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.1507
[2024-12-12 15:48:04,360][demucs.solver][INFO] - Train | Epoch 360 | 5/14 | 0.55 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.1368
[2024-12-12 15:48:04,993][demucs.solver][INFO] - Train | Epoch 360 | 6/14 | 0.60 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.1410
[2024-12-12 15:48:05,629][demucs.solver][INFO] - Train | Epoch 360 | 7/14 | 0.65 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.1577
[2024-12-12 15:48:06,262][demucs.solver][INFO] - Train | Epoch 360 | 8/14 | 0.70 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.1826
[2024-12-12 15:48:06,907][demucs.solver][INFO] - Train | Epoch 360 | 9/14 | 0.74 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.1833
[2024-12-12 15:48:07,540][demucs.solver][INFO] - Train | Epoch 360 | 10/14 | 0.78 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.1943
[2024-12-12 15:48:08,173][demucs.solver][INFO] - Train | Epoch 360 | 11/14 | 0.81 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.2169
[2024-12-12 15:48:08,806][demucs.solver][INFO] - Train | Epoch 360 | 12/14 | 0.84 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.2071
[2024-12-12 15:48:09,440][demucs.solver][INFO] - Train | Epoch 360 | 13/14 | 0.87 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.2033
[2024-12-12 15:48:09,808][demucs.solver][INFO] - Train Summary | Epoch 360 | Loss=0.2549 | Reco=0.2549 | Grad=0.2033
[2024-12-12 15:48:09,808][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:48:09,808][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:48:12,682][demucs.solver][INFO] - Valid | Epoch 360 | 1/20 | 1.56 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.198
[2024-12-12 15:48:13,342][demucs.solver][INFO] - Valid | Epoch 360 | 2/20 | 1.55 it/sec | Loss 0.4490 | Reco 0.4490 | Nsdr 1.095
[2024-12-12 15:48:14,283][demucs.solver][INFO] - Valid | Epoch 360 | 3/20 | 1.39 it/sec | Loss 0.4943 | Reco 0.4943 | Nsdr 1.148
[2024-12-12 15:48:15,075][demucs.solver][INFO] - Valid | Epoch 360 | 4/20 | 1.36 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.187
[2024-12-12 15:48:15,292][demucs.solver][INFO] - Valid | Epoch 360 | 5/20 | 1.54 it/sec | Loss 0.5300 | Reco 0.5300 | Nsdr 1.192
[2024-12-12 15:48:15,495][demucs.solver][INFO] - Valid | Epoch 360 | 6/20 | 1.71 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.201
[2024-12-12 15:48:15,701][demucs.solver][INFO] - Valid | Epoch 360 | 7/20 | 1.86 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.216
[2024-12-12 15:48:15,877][demucs.solver][INFO] - Valid | Epoch 360 | 8/20 | 2.01 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.222
[2024-12-12 15:48:16,080][demucs.solver][INFO] - Valid | Epoch 360 | 9/20 | 2.14 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.233
[2024-12-12 15:48:16,278][demucs.solver][INFO] - Valid | Epoch 360 | 10/20 | 2.26 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.213
[2024-12-12 15:48:16,456][demucs.solver][INFO] - Valid | Epoch 360 | 11/20 | 2.37 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.207
[2024-12-12 15:48:16,616][demucs.solver][INFO] - Valid | Epoch 360 | 12/20 | 2.49 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.189
[2024-12-12 15:48:16,800][demucs.solver][INFO] - Valid | Epoch 360 | 13/20 | 2.59 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.191
[2024-12-12 15:48:17,020][demucs.solver][INFO] - Valid | Epoch 360 | 14/20 | 2.67 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.195
[2024-12-12 15:48:17,217][demucs.solver][INFO] - Valid | Epoch 360 | 15/20 | 2.75 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.201
[2024-12-12 15:48:17,435][demucs.solver][INFO] - Valid | Epoch 360 | 16/20 | 2.82 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.203
[2024-12-12 15:48:17,634][demucs.solver][INFO] - Valid | Epoch 360 | 17/20 | 2.89 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.203
[2024-12-12 15:48:17,854][demucs.solver][INFO] - Valid | Epoch 360 | 18/20 | 2.94 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.183
[2024-12-12 15:48:18,074][demucs.solver][INFO] - Valid | Epoch 360 | 19/20 | 3.00 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.193
[2024-12-12 15:48:18,479][demucs.solver][INFO] - Valid Summary | Epoch 360 | Loss=0.5400 | Reco=0.5400 | Nsdr=1.193 | Best=0.5362 | Bname=main
[2024-12-12 15:48:18,479][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:48:18,479][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 15:48:33,974][demucs.evaluate][INFO] - Eval | 1/20 | 0.29 it/sec
[2024-12-12 15:48:37,473][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 15:48:40,904][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 15:48:44,411][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 15:48:47,891][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 15:48:51,423][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 15:48:54,857][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 15:48:58,404][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 15:49:01,884][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 15:49:05,365][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 15:49:09,008][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 15:49:12,567][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 15:49:16,224][demucs.evaluate][INFO] - Eval | 13/20 | 0.28 it/sec
[2024-12-12 15:49:19,623][demucs.evaluate][INFO] - Eval | 14/20 | 0.28 it/sec
[2024-12-12 15:49:23,078][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 15:49:26,634][demucs.evaluate][INFO] - Eval | 16/20 | 0.28 it/sec
[2024-12-12 15:49:30,161][demucs.evaluate][INFO] - Eval | 17/20 | 0.28 it/sec
[2024-12-12 15:49:33,820][demucs.evaluate][INFO] - Eval | 18/20 | 0.28 it/sec
[2024-12-12 15:49:37,317][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 15:49:37,334][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 123.13 it/sec
[2024-12-12 15:49:37,342][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 124.04 it/sec
[2024-12-12 15:49:37,353][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 115.26 it/sec
[2024-12-12 15:49:37,364][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 109.86 it/sec
[2024-12-12 15:49:37,378][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 99.86 it/sec
[2024-12-12 15:49:37,387][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 101.91 it/sec
[2024-12-12 15:49:37,394][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 105.13 it/sec
[2024-12-12 15:49:37,408][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 100.58 it/sec
[2024-12-12 15:49:37,417][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 100.88 it/sec
[2024-12-12 15:49:37,426][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 102.23 it/sec
[2024-12-12 15:49:37,434][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 103.25 it/sec
[2024-12-12 15:49:37,445][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 102.52 it/sec
[2024-12-12 15:49:37,456][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 101.60 it/sec
[2024-12-12 15:49:37,466][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 101.17 it/sec
[2024-12-12 15:49:37,477][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 100.84 it/sec
[2024-12-12 15:49:37,485][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 101.84 it/sec
[2024-12-12 15:49:37,496][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 101.35 it/sec
[2024-12-12 15:49:37,507][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 100.67 it/sec
[2024-12-12 15:49:37,517][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 100.77 it/sec
[2024-12-12 15:49:37,581][demucs.solver][INFO] - Test Summary | Epoch 360 | Nsdr=1.054 | Nsdr_drums=1.078 | Nsdr_bass=1.036 | Nsdr_other=1.092 | Nsdr_vocals=1.009
[2024-12-12 15:49:39,023][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:49:39,024][demucs.solver][INFO] - Training...
[2024-12-12 15:49:48,782][demucs.solver][INFO] - Train | Epoch 361 | 1/14 | 0.24 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.1197
[2024-12-12 15:49:49,438][demucs.solver][INFO] - Train | Epoch 361 | 2/14 | 0.34 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.1073
[2024-12-12 15:49:50,082][demucs.solver][INFO] - Train | Epoch 361 | 3/14 | 0.42 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.0983
[2024-12-12 15:49:50,723][demucs.solver][INFO] - Train | Epoch 361 | 4/14 | 0.49 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 0.1022
[2024-12-12 15:49:51,373][demucs.solver][INFO] - Train | Epoch 361 | 5/14 | 0.55 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.1224
[2024-12-12 15:49:52,018][demucs.solver][INFO] - Train | Epoch 361 | 6/14 | 0.61 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.1531
[2024-12-12 15:49:52,662][demucs.solver][INFO] - Train | Epoch 361 | 7/14 | 0.66 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.1568
[2024-12-12 15:49:53,301][demucs.solver][INFO] - Train | Epoch 361 | 8/14 | 0.71 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.1644
[2024-12-12 15:49:53,942][demucs.solver][INFO] - Train | Epoch 361 | 9/14 | 0.75 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.1695
[2024-12-12 15:49:54,581][demucs.solver][INFO] - Train | Epoch 361 | 10/14 | 0.78 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.1789
[2024-12-12 15:49:55,221][demucs.solver][INFO] - Train | Epoch 361 | 11/14 | 0.82 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.1800
[2024-12-12 15:49:55,852][demucs.solver][INFO] - Train | Epoch 361 | 12/14 | 0.85 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.1894
[2024-12-12 15:49:56,484][demucs.solver][INFO] - Train | Epoch 361 | 13/14 | 0.88 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.2186
[2024-12-12 15:49:56,823][demucs.solver][INFO] - Train Summary | Epoch 361 | Loss=0.2528 | Reco=0.2528 | Grad=0.2186
[2024-12-12 15:49:56,823][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:49:56,823][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:49:59,336][demucs.solver][INFO] - Valid | Epoch 361 | 1/20 | 2.21 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.209
[2024-12-12 15:49:59,595][demucs.solver][INFO] - Valid | Epoch 361 | 2/20 | 2.58 it/sec | Loss 0.4496 | Reco 0.4496 | Nsdr 1.100
[2024-12-12 15:49:59,787][demucs.solver][INFO] - Valid | Epoch 361 | 3/20 | 2.95 it/sec | Loss 0.4945 | Reco 0.4945 | Nsdr 1.155
[2024-12-12 15:49:59,991][demucs.solver][INFO] - Valid | Epoch 361 | 4/20 | 3.21 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.186
[2024-12-12 15:50:00,191][demucs.solver][INFO] - Valid | Epoch 361 | 5/20 | 3.41 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.181
[2024-12-12 15:50:00,421][demucs.solver][INFO] - Valid | Epoch 361 | 6/20 | 3.52 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.187
[2024-12-12 15:50:00,655][demucs.solver][INFO] - Valid | Epoch 361 | 7/20 | 3.60 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.202
[2024-12-12 15:50:00,846][demucs.solver][INFO] - Valid | Epoch 361 | 8/20 | 3.73 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.201
[2024-12-12 15:50:01,086][demucs.solver][INFO] - Valid | Epoch 361 | 9/20 | 3.77 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.211
[2024-12-12 15:50:01,287][demucs.solver][INFO] - Valid | Epoch 361 | 10/20 | 3.85 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.194
[2024-12-12 15:50:01,440][demucs.solver][INFO] - Valid | Epoch 361 | 11/20 | 3.99 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.188
[2024-12-12 15:50:01,642][demucs.solver][INFO] - Valid | Epoch 361 | 12/20 | 4.05 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.169
[2024-12-12 15:50:01,842][demucs.solver][INFO] - Valid | Epoch 361 | 13/20 | 4.11 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.170
[2024-12-12 15:50:02,042][demucs.solver][INFO] - Valid | Epoch 361 | 14/20 | 4.16 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.174
[2024-12-12 15:50:02,275][demucs.solver][INFO] - Valid | Epoch 361 | 15/20 | 4.16 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.180
[2024-12-12 15:50:02,470][demucs.solver][INFO] - Valid | Epoch 361 | 16/20 | 4.21 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.183
[2024-12-12 15:50:02,673][demucs.solver][INFO] - Valid | Epoch 361 | 17/20 | 4.25 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.190
[2024-12-12 15:50:02,894][demucs.solver][INFO] - Valid | Epoch 361 | 18/20 | 4.26 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.170
[2024-12-12 15:50:03,115][demucs.solver][INFO] - Valid | Epoch 361 | 19/20 | 4.27 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.180
[2024-12-12 15:50:03,554][demucs.solver][INFO] - Valid Summary | Epoch 361 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.180 | Best=0.5362 | Bname=main
[2024-12-12 15:50:04,998][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:50:04,998][demucs.solver][INFO] - Training...
[2024-12-12 15:50:12,377][demucs.solver][INFO] - Train | Epoch 362 | 1/14 | 0.35 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.1817
[2024-12-12 15:50:13,054][demucs.solver][INFO] - Train | Epoch 362 | 2/14 | 0.46 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.2958
[2024-12-12 15:50:13,752][demucs.solver][INFO] - Train | Epoch 362 | 3/14 | 0.56 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.2632
[2024-12-12 15:50:14,411][demucs.solver][INFO] - Train | Epoch 362 | 4/14 | 0.64 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.3080
[2024-12-12 15:50:15,066][demucs.solver][INFO] - Train | Epoch 362 | 5/14 | 0.71 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.2936
[2024-12-12 15:50:15,713][demucs.solver][INFO] - Train | Epoch 362 | 6/14 | 0.77 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.2650
[2024-12-12 15:50:16,359][demucs.solver][INFO] - Train | Epoch 362 | 7/14 | 0.82 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 0.2516
[2024-12-12 15:50:16,997][demucs.solver][INFO] - Train | Epoch 362 | 8/14 | 0.87 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.2659
[2024-12-12 15:50:17,633][demucs.solver][INFO] - Train | Epoch 362 | 9/14 | 0.91 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 0.2789
[2024-12-12 15:50:18,269][demucs.solver][INFO] - Train | Epoch 362 | 10/14 | 0.94 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.3068
[2024-12-12 15:50:18,903][demucs.solver][INFO] - Train | Epoch 362 | 11/14 | 0.97 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.3528
[2024-12-12 15:50:19,537][demucs.solver][INFO] - Train | Epoch 362 | 12/14 | 1.00 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.3445
[2024-12-12 15:50:20,170][demucs.solver][INFO] - Train | Epoch 362 | 13/14 | 1.03 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.3287
[2024-12-12 15:50:20,490][demucs.solver][INFO] - Train Summary | Epoch 362 | Loss=0.2530 | Reco=0.2530 | Grad=0.3287
[2024-12-12 15:50:20,490][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:50:20,490][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:50:23,472][demucs.solver][INFO] - Valid | Epoch 362 | 1/20 | 1.76 it/sec | Loss 0.5847 | Reco 0.5847 | Nsdr 1.110
[2024-12-12 15:50:23,784][demucs.solver][INFO] - Valid | Epoch 362 | 2/20 | 2.07 it/sec | Loss 0.4553 | Reco 0.4553 | Nsdr 1.033
[2024-12-12 15:50:24,038][demucs.solver][INFO] - Valid | Epoch 362 | 3/20 | 2.35 it/sec | Loss 0.5016 | Reco 0.5016 | Nsdr 1.061
[2024-12-12 15:50:24,276][demucs.solver][INFO] - Valid | Epoch 362 | 4/20 | 2.58 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.058
[2024-12-12 15:50:24,597][demucs.solver][INFO] - Valid | Epoch 362 | 5/20 | 2.65 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.023
[2024-12-12 15:50:24,945][demucs.solver][INFO] - Valid | Epoch 362 | 6/20 | 2.68 it/sec | Loss 0.5279 | Reco 0.5279 | Nsdr 1.037
[2024-12-12 15:50:25,258][demucs.solver][INFO] - Valid | Epoch 362 | 7/20 | 2.74 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.043
[2024-12-12 15:50:25,554][demucs.solver][INFO] - Valid | Epoch 362 | 8/20 | 2.80 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.025
[2024-12-12 15:50:25,829][demucs.solver][INFO] - Valid | Epoch 362 | 9/20 | 2.86 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.022
[2024-12-12 15:50:26,067][demucs.solver][INFO] - Valid | Epoch 362 | 10/20 | 2.95 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.017
[2024-12-12 15:50:26,319][demucs.solver][INFO] - Valid | Epoch 362 | 11/20 | 3.01 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.019
[2024-12-12 15:50:26,587][demucs.solver][INFO] - Valid | Epoch 362 | 12/20 | 3.06 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.008
[2024-12-12 15:50:26,878][demucs.solver][INFO] - Valid | Epoch 362 | 13/20 | 3.08 it/sec | Loss 0.5807 | Reco 0.5807 | Nsdr 1.015
[2024-12-12 15:50:27,096][demucs.solver][INFO] - Valid | Epoch 362 | 14/20 | 3.15 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.017
[2024-12-12 15:50:27,406][demucs.solver][INFO] - Valid | Epoch 362 | 15/20 | 3.16 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.019
[2024-12-12 15:50:27,635][demucs.solver][INFO] - Valid | Epoch 362 | 16/20 | 3.21 it/sec | Loss 0.5834 | Reco 0.5834 | Nsdr 1.027
[2024-12-12 15:50:27,802][demucs.solver][INFO] - Valid | Epoch 362 | 17/20 | 3.29 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.037
[2024-12-12 15:50:28,388][demucs.solver][INFO] - Valid | Epoch 362 | 18/20 | 3.14 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.025
[2024-12-12 15:50:28,849][demucs.solver][INFO] - Valid | Epoch 362 | 19/20 | 3.07 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.028
[2024-12-12 15:50:29,221][demucs.solver][INFO] - Valid Summary | Epoch 362 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.028 | Best=0.5362 | Bname=main
[2024-12-12 15:50:30,555][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:50:30,555][demucs.solver][INFO] - Training...
[2024-12-12 15:50:41,526][demucs.solver][INFO] - Train | Epoch 363 | 1/14 | 0.21 it/sec | Loss 0.2252 | Reco 0.2252 | Grad 0.4003
[2024-12-12 15:50:42,172][demucs.solver][INFO] - Train | Epoch 363 | 2/14 | 0.30 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 0.6177
[2024-12-12 15:50:42,813][demucs.solver][INFO] - Train | Epoch 363 | 3/14 | 0.37 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.6157
[2024-12-12 15:50:43,449][demucs.solver][INFO] - Train | Epoch 363 | 4/14 | 0.44 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.5170
[2024-12-12 15:50:44,086][demucs.solver][INFO] - Train | Epoch 363 | 5/14 | 0.50 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.4875
[2024-12-12 15:50:44,722][demucs.solver][INFO] - Train | Epoch 363 | 6/14 | 0.55 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 0.4511
[2024-12-12 15:50:45,354][demucs.solver][INFO] - Train | Epoch 363 | 7/14 | 0.60 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.4267
[2024-12-12 15:50:45,989][demucs.solver][INFO] - Train | Epoch 363 | 8/14 | 0.65 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.4841
[2024-12-12 15:50:46,628][demucs.solver][INFO] - Train | Epoch 363 | 9/14 | 0.69 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.4984
[2024-12-12 15:50:47,266][demucs.solver][INFO] - Train | Epoch 363 | 10/14 | 0.72 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.5420
[2024-12-12 15:50:47,906][demucs.solver][INFO] - Train | Epoch 363 | 11/14 | 0.76 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.5115
[2024-12-12 15:50:48,545][demucs.solver][INFO] - Train | Epoch 363 | 12/14 | 0.79 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.5150
[2024-12-12 15:50:49,183][demucs.solver][INFO] - Train | Epoch 363 | 13/14 | 0.82 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.5350
[2024-12-12 15:50:49,552][demucs.solver][INFO] - Train Summary | Epoch 363 | Loss=0.2513 | Reco=0.2513 | Grad=0.5350
[2024-12-12 15:50:49,552][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:50:49,552][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:50:51,837][demucs.solver][INFO] - Valid | Epoch 363 | 1/20 | 2.74 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.236
[2024-12-12 15:50:52,075][demucs.solver][INFO] - Valid | Epoch 363 | 2/20 | 3.10 it/sec | Loss 0.4477 | Reco 0.4477 | Nsdr 1.129
[2024-12-12 15:50:52,262][demucs.solver][INFO] - Valid | Epoch 363 | 3/20 | 3.46 it/sec | Loss 0.4931 | Reco 0.4931 | Nsdr 1.162
[2024-12-12 15:50:52,420][demucs.solver][INFO] - Valid | Epoch 363 | 4/20 | 3.81 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.183
[2024-12-12 15:50:52,576][demucs.solver][INFO] - Valid | Epoch 363 | 5/20 | 4.08 it/sec | Loss 0.5312 | Reco 0.5312 | Nsdr 1.173
[2024-12-12 15:50:52,810][demucs.solver][INFO] - Valid | Epoch 363 | 6/20 | 4.11 it/sec | Loss 0.5153 | Reco 0.5153 | Nsdr 1.180
[2024-12-12 15:50:52,966][demucs.solver][INFO] - Valid | Epoch 363 | 7/20 | 4.30 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.187
[2024-12-12 15:50:53,197][demucs.solver][INFO] - Valid | Epoch 363 | 8/20 | 4.30 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.183
[2024-12-12 15:50:53,355][demucs.solver][INFO] - Valid | Epoch 363 | 9/20 | 4.45 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.189
[2024-12-12 15:50:53,556][demucs.solver][INFO] - Valid | Epoch 363 | 10/20 | 4.49 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.174
[2024-12-12 15:50:53,756][demucs.solver][INFO] - Valid | Epoch 363 | 11/20 | 4.53 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.171
[2024-12-12 15:50:53,986][demucs.solver][INFO] - Valid | Epoch 363 | 12/20 | 4.51 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.155
[2024-12-12 15:50:54,208][demucs.solver][INFO] - Valid | Epoch 363 | 13/20 | 4.51 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.158
[2024-12-12 15:50:54,405][demucs.solver][INFO] - Valid | Epoch 363 | 14/20 | 4.55 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.161
[2024-12-12 15:50:54,581][demucs.solver][INFO] - Valid | Epoch 363 | 15/20 | 4.60 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.165
[2024-12-12 15:50:54,806][demucs.solver][INFO] - Valid | Epoch 363 | 16/20 | 4.59 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.170
[2024-12-12 15:50:55,028][demucs.solver][INFO] - Valid | Epoch 363 | 17/20 | 4.59 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.177
[2024-12-12 15:50:55,227][demucs.solver][INFO] - Valid | Epoch 363 | 18/20 | 4.61 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.160
[2024-12-12 15:50:55,382][demucs.solver][INFO] - Valid | Epoch 363 | 19/20 | 4.68 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.168
[2024-12-12 15:50:55,778][demucs.solver][INFO] - Valid Summary | Epoch 363 | Loss=0.5409 | Reco=0.5409 | Nsdr=1.168 | Best=0.5362 | Bname=main
[2024-12-12 15:50:57,195][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:50:57,196][demucs.solver][INFO] - Training...
[2024-12-12 15:51:06,649][demucs.solver][INFO] - Train | Epoch 364 | 1/14 | 0.25 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 0.1853
[2024-12-12 15:51:07,307][demucs.solver][INFO] - Train | Epoch 364 | 2/14 | 0.35 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 0.2261
[2024-12-12 15:51:07,960][demucs.solver][INFO] - Train | Epoch 364 | 3/14 | 0.44 it/sec | Loss 0.2302 | Reco 0.2302 | Grad 0.2422
[2024-12-12 15:51:08,608][demucs.solver][INFO] - Train | Epoch 364 | 4/14 | 0.51 it/sec | Loss 0.2264 | Reco 0.2264 | Grad 0.2662
[2024-12-12 15:51:09,251][demucs.solver][INFO] - Train | Epoch 364 | 5/14 | 0.57 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 0.3191
[2024-12-12 15:51:09,898][demucs.solver][INFO] - Train | Epoch 364 | 6/14 | 0.63 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 0.3662
[2024-12-12 15:51:10,538][demucs.solver][INFO] - Train | Epoch 364 | 7/14 | 0.68 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 0.3422
[2024-12-12 15:51:11,169][demucs.solver][INFO] - Train | Epoch 364 | 8/14 | 0.73 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 0.3632
[2024-12-12 15:51:11,805][demucs.solver][INFO] - Train | Epoch 364 | 9/14 | 0.77 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 0.3804
[2024-12-12 15:51:12,443][demucs.solver][INFO] - Train | Epoch 364 | 10/14 | 0.80 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.3615
[2024-12-12 15:51:13,084][demucs.solver][INFO] - Train | Epoch 364 | 11/14 | 0.84 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.3547
[2024-12-12 15:51:13,723][demucs.solver][INFO] - Train | Epoch 364 | 12/14 | 0.87 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.3432
[2024-12-12 15:51:14,362][demucs.solver][INFO] - Train | Epoch 364 | 13/14 | 0.90 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.4339
[2024-12-12 15:51:14,716][demucs.solver][INFO] - Train Summary | Epoch 364 | Loss=0.2417 | Reco=0.2417 | Grad=0.4339
[2024-12-12 15:51:14,717][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:51:14,717][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:51:17,087][demucs.solver][INFO] - Valid | Epoch 364 | 1/20 | 2.68 it/sec | Loss 0.5805 | Reco 0.5805 | Nsdr 1.146
[2024-12-12 15:51:17,779][demucs.solver][INFO] - Valid | Epoch 364 | 2/20 | 2.09 it/sec | Loss 0.4532 | Reco 0.4532 | Nsdr 1.056
[2024-12-12 15:51:18,135][demucs.solver][INFO] - Valid | Epoch 364 | 3/20 | 2.23 it/sec | Loss 0.4989 | Reco 0.4989 | Nsdr 1.084
[2024-12-12 15:51:18,495][demucs.solver][INFO] - Valid | Epoch 364 | 4/20 | 2.32 it/sec | Loss 0.5172 | Reco 0.5172 | Nsdr 1.097
[2024-12-12 15:51:18,742][demucs.solver][INFO] - Valid | Epoch 364 | 5/20 | 2.50 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.071
[2024-12-12 15:51:19,052][demucs.solver][INFO] - Valid | Epoch 364 | 6/20 | 2.58 it/sec | Loss 0.5234 | Reco 0.5234 | Nsdr 1.083
[2024-12-12 15:51:19,341][demucs.solver][INFO] - Valid | Epoch 364 | 7/20 | 2.67 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.092
[2024-12-12 15:51:19,565][demucs.solver][INFO] - Valid | Epoch 364 | 8/20 | 2.79 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.080
[2024-12-12 15:51:19,780][demucs.solver][INFO] - Valid | Epoch 364 | 9/20 | 2.91 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.081
[2024-12-12 15:51:19,991][demucs.solver][INFO] - Valid | Epoch 364 | 10/20 | 3.01 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.071
[2024-12-12 15:51:20,224][demucs.solver][INFO] - Valid | Epoch 364 | 11/20 | 3.09 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.071
[2024-12-12 15:51:20,507][demucs.solver][INFO] - Valid | Epoch 364 | 12/20 | 3.12 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.059
[2024-12-12 15:51:20,741][demucs.solver][INFO] - Valid | Epoch 364 | 13/20 | 3.18 it/sec | Loss 0.5756 | Reco 0.5756 | Nsdr 1.065
[2024-12-12 15:51:20,997][demucs.solver][INFO] - Valid | Epoch 364 | 14/20 | 3.22 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.068
[2024-12-12 15:51:21,276][demucs.solver][INFO] - Valid | Epoch 364 | 15/20 | 3.24 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.072
[2024-12-12 15:51:21,456][demucs.solver][INFO] - Valid | Epoch 364 | 16/20 | 3.32 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.079
[2024-12-12 15:51:21,735][demucs.solver][INFO] - Valid | Epoch 364 | 17/20 | 3.34 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.084
[2024-12-12 15:51:21,940][demucs.solver][INFO] - Valid | Epoch 364 | 18/20 | 3.39 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.070
[2024-12-12 15:51:22,272][demucs.solver][INFO] - Valid | Epoch 364 | 19/20 | 3.37 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.076
[2024-12-12 15:51:22,656][demucs.solver][INFO] - Valid Summary | Epoch 364 | Loss=0.5485 | Reco=0.5485 | Nsdr=1.076 | Best=0.5362 | Bname=main
[2024-12-12 15:51:24,078][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:51:24,079][demucs.solver][INFO] - Training...
[2024-12-12 15:51:33,887][demucs.solver][INFO] - Train | Epoch 365 | 1/14 | 0.24 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.2311
[2024-12-12 15:51:34,529][demucs.solver][INFO] - Train | Epoch 365 | 2/14 | 0.34 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 1.0364
[2024-12-12 15:51:35,174][demucs.solver][INFO] - Train | Epoch 365 | 3/14 | 0.42 it/sec | Loss 0.2242 | Reco 0.2242 | Grad 0.9416
[2024-12-12 15:51:35,816][demucs.solver][INFO] - Train | Epoch 365 | 4/14 | 0.49 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.0355
[2024-12-12 15:51:36,458][demucs.solver][INFO] - Train | Epoch 365 | 5/14 | 0.56 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.9763
[2024-12-12 15:51:37,100][demucs.solver][INFO] - Train | Epoch 365 | 6/14 | 0.61 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.9252
[2024-12-12 15:51:37,740][demucs.solver][INFO] - Train | Epoch 365 | 7/14 | 0.66 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.8666
[2024-12-12 15:51:38,381][demucs.solver][INFO] - Train | Epoch 365 | 8/14 | 0.71 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.8469
[2024-12-12 15:51:39,020][demucs.solver][INFO] - Train | Epoch 365 | 9/14 | 0.75 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.8842
[2024-12-12 15:51:39,655][demucs.solver][INFO] - Train | Epoch 365 | 10/14 | 0.79 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.9043
[2024-12-12 15:51:40,295][demucs.solver][INFO] - Train | Epoch 365 | 11/14 | 0.82 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.9183
[2024-12-12 15:51:40,934][demucs.solver][INFO] - Train | Epoch 365 | 12/14 | 0.85 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.8693
[2024-12-12 15:51:41,579][demucs.solver][INFO] - Train | Epoch 365 | 13/14 | 0.88 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.8465
[2024-12-12 15:51:41,940][demucs.solver][INFO] - Train Summary | Epoch 365 | Loss=0.2524 | Reco=0.2524 | Grad=0.8465
[2024-12-12 15:51:41,940][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:51:41,941][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:51:45,733][demucs.solver][INFO] - Valid | Epoch 365 | 1/20 | 0.99 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.217
[2024-12-12 15:51:45,985][demucs.solver][INFO] - Valid | Epoch 365 | 2/20 | 1.32 it/sec | Loss 0.4485 | Reco 0.4485 | Nsdr 1.112
[2024-12-12 15:51:46,194][demucs.solver][INFO] - Valid | Epoch 365 | 3/20 | 1.61 it/sec | Loss 0.4935 | Reco 0.4935 | Nsdr 1.160
[2024-12-12 15:51:46,400][demucs.solver][INFO] - Valid | Epoch 365 | 4/20 | 1.86 it/sec | Loss 0.5113 | Reco 0.5113 | Nsdr 1.175
[2024-12-12 15:51:46,608][demucs.solver][INFO] - Valid | Epoch 365 | 5/20 | 2.07 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 1.155
[2024-12-12 15:51:46,812][demucs.solver][INFO] - Valid | Epoch 365 | 6/20 | 2.26 it/sec | Loss 0.5170 | Reco 0.5170 | Nsdr 1.164
[2024-12-12 15:51:47,039][demucs.solver][INFO] - Valid | Epoch 365 | 7/20 | 2.40 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.179
[2024-12-12 15:51:47,240][demucs.solver][INFO] - Valid | Epoch 365 | 8/20 | 2.55 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.169
[2024-12-12 15:51:47,440][demucs.solver][INFO] - Valid | Epoch 365 | 9/20 | 2.68 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.174
[2024-12-12 15:51:47,640][demucs.solver][INFO] - Valid | Epoch 365 | 10/20 | 2.80 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.162
[2024-12-12 15:51:47,860][demucs.solver][INFO] - Valid | Epoch 365 | 11/20 | 2.89 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.159
[2024-12-12 15:51:48,063][demucs.solver][INFO] - Valid | Epoch 365 | 12/20 | 2.99 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.142
[2024-12-12 15:51:48,305][demucs.solver][INFO] - Valid | Epoch 365 | 13/20 | 3.05 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.144
[2024-12-12 15:51:48,523][demucs.solver][INFO] - Valid | Epoch 365 | 14/20 | 3.12 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.147
[2024-12-12 15:51:48,681][demucs.solver][INFO] - Valid | Epoch 365 | 15/20 | 3.22 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.151
[2024-12-12 15:51:48,881][demucs.solver][INFO] - Valid | Epoch 365 | 16/20 | 3.29 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.156
[2024-12-12 15:51:49,083][demucs.solver][INFO] - Valid | Epoch 365 | 17/20 | 3.35 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.163
[2024-12-12 15:51:49,287][demucs.solver][INFO] - Valid | Epoch 365 | 18/20 | 3.41 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.146
[2024-12-12 15:51:49,515][demucs.solver][INFO] - Valid | Epoch 365 | 19/20 | 3.45 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.154
[2024-12-12 15:51:49,929][demucs.solver][INFO] - Valid Summary | Epoch 365 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.154 | Best=0.5362 | Bname=main
[2024-12-12 15:51:51,279][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:51:51,279][demucs.solver][INFO] - Training...
[2024-12-12 15:52:03,098][demucs.solver][INFO] - Train | Epoch 366 | 1/14 | 0.20 it/sec | Loss 0.2287 | Reco 0.2287 | Grad 0.5534
[2024-12-12 15:52:03,742][demucs.solver][INFO] - Train | Epoch 366 | 2/14 | 0.28 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 0.5293
[2024-12-12 15:52:04,383][demucs.solver][INFO] - Train | Epoch 366 | 3/14 | 0.35 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.6336
[2024-12-12 15:52:05,029][demucs.solver][INFO] - Train | Epoch 366 | 4/14 | 0.41 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 0.5341
[2024-12-12 15:52:05,683][demucs.solver][INFO] - Train | Epoch 366 | 5/14 | 0.47 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.5069
[2024-12-12 15:52:06,321][demucs.solver][INFO] - Train | Epoch 366 | 6/14 | 0.52 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.4799
[2024-12-12 15:52:06,960][demucs.solver][INFO] - Train | Epoch 366 | 7/14 | 0.57 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.4384
[2024-12-12 15:52:07,595][demucs.solver][INFO] - Train | Epoch 366 | 8/14 | 0.61 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.4102
[2024-12-12 15:52:08,233][demucs.solver][INFO] - Train | Epoch 366 | 9/14 | 0.65 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.3946
[2024-12-12 15:52:08,874][demucs.solver][INFO] - Train | Epoch 366 | 10/14 | 0.69 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.4315
[2024-12-12 15:52:09,509][demucs.solver][INFO] - Train | Epoch 366 | 11/14 | 0.72 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.4213
[2024-12-12 15:52:10,145][demucs.solver][INFO] - Train | Epoch 366 | 12/14 | 0.76 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.4456
[2024-12-12 15:52:10,780][demucs.solver][INFO] - Train | Epoch 366 | 13/14 | 0.78 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.4706
[2024-12-12 15:52:11,108][demucs.solver][INFO] - Train Summary | Epoch 366 | Loss=0.2436 | Reco=0.2436 | Grad=0.4706
[2024-12-12 15:52:11,108][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:52:11,109][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:52:13,315][demucs.solver][INFO] - Valid | Epoch 366 | 1/20 | 3.12 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.232
[2024-12-12 15:52:13,567][demucs.solver][INFO] - Valid | Epoch 366 | 2/20 | 3.36 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.119
[2024-12-12 15:52:13,725][demucs.solver][INFO] - Valid | Epoch 366 | 3/20 | 3.81 it/sec | Loss 0.4941 | Reco 0.4941 | Nsdr 1.164
[2024-12-12 15:52:13,946][demucs.solver][INFO] - Valid | Epoch 366 | 4/20 | 3.93 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.190
[2024-12-12 15:52:14,153][demucs.solver][INFO] - Valid | Epoch 366 | 5/20 | 4.06 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.173
[2024-12-12 15:52:14,376][demucs.solver][INFO] - Valid | Epoch 366 | 6/20 | 4.11 it/sec | Loss 0.5166 | Reco 0.5166 | Nsdr 1.184
[2024-12-12 15:52:14,580][demucs.solver][INFO] - Valid | Epoch 366 | 7/20 | 4.20 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.198
[2024-12-12 15:52:14,782][demucs.solver][INFO] - Valid | Epoch 366 | 8/20 | 4.27 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.190
[2024-12-12 15:52:14,987][demucs.solver][INFO] - Valid | Epoch 366 | 9/20 | 4.32 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.199
[2024-12-12 15:52:15,167][demucs.solver][INFO] - Valid | Epoch 366 | 10/20 | 4.41 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.182
[2024-12-12 15:52:15,395][demucs.solver][INFO] - Valid | Epoch 366 | 11/20 | 4.41 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.179
[2024-12-12 15:52:15,602][demucs.solver][INFO] - Valid | Epoch 366 | 12/20 | 4.44 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.162
[2024-12-12 15:52:15,815][demucs.solver][INFO] - Valid | Epoch 366 | 13/20 | 4.46 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.164
[2024-12-12 15:52:15,979][demucs.solver][INFO] - Valid | Epoch 366 | 14/20 | 4.54 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.168
[2024-12-12 15:52:16,168][demucs.solver][INFO] - Valid | Epoch 366 | 15/20 | 4.58 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.173
[2024-12-12 15:52:16,393][demucs.solver][INFO] - Valid | Epoch 366 | 16/20 | 4.57 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.178
[2024-12-12 15:52:16,594][demucs.solver][INFO] - Valid | Epoch 366 | 17/20 | 4.59 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.185
[2024-12-12 15:52:16,775][demucs.solver][INFO] - Valid | Epoch 366 | 18/20 | 4.63 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.166
[2024-12-12 15:52:16,976][demucs.solver][INFO] - Valid | Epoch 366 | 19/20 | 4.65 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.175
[2024-12-12 15:52:17,472][demucs.solver][INFO] - Valid Summary | Epoch 366 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.175 | Best=0.5362 | Bname=main
[2024-12-12 15:52:18,847][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:52:18,848][demucs.solver][INFO] - Training...
[2024-12-12 15:52:30,601][demucs.solver][INFO] - Train | Epoch 367 | 1/14 | 0.20 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.6896
[2024-12-12 15:52:31,250][demucs.solver][INFO] - Train | Epoch 367 | 2/14 | 0.28 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.6509
[2024-12-12 15:52:31,908][demucs.solver][INFO] - Train | Epoch 367 | 3/14 | 0.35 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.5780
[2024-12-12 15:52:32,558][demucs.solver][INFO] - Train | Epoch 367 | 4/14 | 0.41 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.5147
[2024-12-12 15:52:33,202][demucs.solver][INFO] - Train | Epoch 367 | 5/14 | 0.47 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.6289
[2024-12-12 15:52:33,837][demucs.solver][INFO] - Train | Epoch 367 | 6/14 | 0.52 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.6050
[2024-12-12 15:52:34,475][demucs.solver][INFO] - Train | Epoch 367 | 7/14 | 0.57 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.5616
[2024-12-12 15:52:35,106][demucs.solver][INFO] - Train | Epoch 367 | 8/14 | 0.61 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.5689
[2024-12-12 15:52:35,742][demucs.solver][INFO] - Train | Epoch 367 | 9/14 | 0.65 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.6061
[2024-12-12 15:52:36,379][demucs.solver][INFO] - Train | Epoch 367 | 10/14 | 0.69 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.6211
[2024-12-12 15:52:37,016][demucs.solver][INFO] - Train | Epoch 367 | 11/14 | 0.72 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.5990
[2024-12-12 15:52:37,648][demucs.solver][INFO] - Train | Epoch 367 | 12/14 | 0.76 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.5795
[2024-12-12 15:52:38,278][demucs.solver][INFO] - Train | Epoch 367 | 13/14 | 0.79 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.5916
[2024-12-12 15:52:38,612][demucs.solver][INFO] - Train Summary | Epoch 367 | Loss=0.2490 | Reco=0.2490 | Grad=0.5916
[2024-12-12 15:52:38,613][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:52:38,613][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:52:41,248][demucs.solver][INFO] - Valid | Epoch 367 | 1/20 | 1.79 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.180
[2024-12-12 15:52:41,492][demucs.solver][INFO] - Valid | Epoch 367 | 2/20 | 2.21 it/sec | Loss 0.4518 | Reco 0.4518 | Nsdr 1.077
[2024-12-12 15:52:41,710][demucs.solver][INFO] - Valid | Epoch 367 | 3/20 | 2.54 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.121
[2024-12-12 15:52:41,905][demucs.solver][INFO] - Valid | Epoch 367 | 4/20 | 2.82 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.143
[2024-12-12 15:52:42,144][demucs.solver][INFO] - Valid | Epoch 367 | 5/20 | 2.98 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.119
[2024-12-12 15:52:42,344][demucs.solver][INFO] - Valid | Epoch 367 | 6/20 | 3.17 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.127
[2024-12-12 15:52:42,524][demucs.solver][INFO] - Valid | Epoch 367 | 7/20 | 3.35 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.141
[2024-12-12 15:52:42,749][demucs.solver][INFO] - Valid | Epoch 367 | 8/20 | 3.44 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.130
[2024-12-12 15:52:42,974][demucs.solver][INFO] - Valid | Epoch 367 | 9/20 | 3.52 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.135
[2024-12-12 15:52:43,208][demucs.solver][INFO] - Valid | Epoch 367 | 10/20 | 3.58 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.120
[2024-12-12 15:52:43,408][demucs.solver][INFO] - Valid | Epoch 367 | 11/20 | 3.66 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.117
[2024-12-12 15:52:43,608][demucs.solver][INFO] - Valid | Epoch 367 | 12/20 | 3.74 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.101
[2024-12-12 15:52:43,809][demucs.solver][INFO] - Valid | Epoch 367 | 13/20 | 3.81 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.104
[2024-12-12 15:52:44,013][demucs.solver][INFO] - Valid | Epoch 367 | 14/20 | 3.87 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.108
[2024-12-12 15:52:44,244][demucs.solver][INFO] - Valid | Epoch 367 | 15/20 | 3.89 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.113
[2024-12-12 15:52:44,475][demucs.solver][INFO] - Valid | Epoch 367 | 16/20 | 3.92 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.119
[2024-12-12 15:52:44,715][demucs.solver][INFO] - Valid | Epoch 367 | 17/20 | 3.93 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.127
[2024-12-12 15:52:44,925][demucs.solver][INFO] - Valid | Epoch 367 | 18/20 | 3.97 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.110
[2024-12-12 15:52:45,148][demucs.solver][INFO] - Valid | Epoch 367 | 19/20 | 3.99 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.119
[2024-12-12 15:52:45,577][demucs.solver][INFO] - Valid Summary | Epoch 367 | Loss=0.5468 | Reco=0.5468 | Nsdr=1.119 | Best=0.5362 | Bname=main
[2024-12-12 15:52:46,971][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:52:46,972][demucs.solver][INFO] - Training...
[2024-12-12 15:52:53,682][demucs.solver][INFO] - Train | Epoch 368 | 1/14 | 0.38 it/sec | Loss 0.2784 | Reco 0.2784 | Grad 0.5123
[2024-12-12 15:52:54,335][demucs.solver][INFO] - Train | Epoch 368 | 2/14 | 0.51 it/sec | Loss 0.2720 | Reco 0.2720 | Grad 0.4964
[2024-12-12 15:52:55,291][demucs.solver][INFO] - Train | Epoch 368 | 3/14 | 0.59 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.4682
[2024-12-12 15:52:55,960][demucs.solver][INFO] - Train | Epoch 368 | 4/14 | 0.67 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 0.4273
[2024-12-12 15:52:57,203][demucs.solver][INFO] - Train | Epoch 368 | 5/14 | 0.69 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.3767
[2024-12-12 15:52:58,186][demucs.solver][INFO] - Train | Epoch 368 | 6/14 | 0.72 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.3616
[2024-12-12 15:52:58,914][demucs.solver][INFO] - Train | Epoch 368 | 7/14 | 0.77 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.3653
[2024-12-12 15:52:59,603][demucs.solver][INFO] - Train | Epoch 368 | 8/14 | 0.81 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.3605
[2024-12-12 15:53:00,311][demucs.solver][INFO] - Train | Epoch 368 | 9/14 | 0.85 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.3784
[2024-12-12 15:53:01,024][demucs.solver][INFO] - Train | Epoch 368 | 10/14 | 0.88 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.3941
[2024-12-12 15:53:01,738][demucs.solver][INFO] - Train | Epoch 368 | 11/14 | 0.91 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.4319
[2024-12-12 15:53:02,383][demucs.solver][INFO] - Train | Epoch 368 | 12/14 | 0.94 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.4345
[2024-12-12 15:53:03,029][demucs.solver][INFO] - Train | Epoch 368 | 13/14 | 0.96 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.4598
[2024-12-12 15:53:03,392][demucs.solver][INFO] - Train Summary | Epoch 368 | Loss=0.2493 | Reco=0.2493 | Grad=0.4598
[2024-12-12 15:53:03,392][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:53:03,393][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:53:06,159][demucs.solver][INFO] - Valid | Epoch 368 | 1/20 | 1.67 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.199
[2024-12-12 15:53:06,375][demucs.solver][INFO] - Valid | Epoch 368 | 2/20 | 2.12 it/sec | Loss 0.4515 | Reco 0.4515 | Nsdr 1.095
[2024-12-12 15:53:06,579][demucs.solver][INFO] - Valid | Epoch 368 | 3/20 | 2.47 it/sec | Loss 0.4975 | Reco 0.4975 | Nsdr 1.125
[2024-12-12 15:53:06,822][demucs.solver][INFO] - Valid | Epoch 368 | 4/20 | 2.69 it/sec | Loss 0.5150 | Reco 0.5150 | Nsdr 1.155
[2024-12-12 15:53:07,034][demucs.solver][INFO] - Valid | Epoch 368 | 5/20 | 2.90 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.146
[2024-12-12 15:53:07,191][demucs.solver][INFO] - Valid | Epoch 368 | 6/20 | 3.14 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.154
[2024-12-12 15:53:07,392][demucs.solver][INFO] - Valid | Epoch 368 | 7/20 | 3.29 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.163
[2024-12-12 15:53:07,592][demucs.solver][INFO] - Valid | Epoch 368 | 8/20 | 3.42 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.160
[2024-12-12 15:53:07,817][demucs.solver][INFO] - Valid | Epoch 368 | 9/20 | 3.50 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.168
[2024-12-12 15:53:07,994][demucs.solver][INFO] - Valid | Epoch 368 | 10/20 | 3.63 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.154
[2024-12-12 15:53:08,193][demucs.solver][INFO] - Valid | Epoch 368 | 11/20 | 3.71 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.149
[2024-12-12 15:53:08,416][demucs.solver][INFO] - Valid | Epoch 368 | 12/20 | 3.76 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.133
[2024-12-12 15:53:08,638][demucs.solver][INFO] - Valid | Epoch 368 | 13/20 | 3.81 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.135
[2024-12-12 15:53:08,839][demucs.solver][INFO] - Valid | Epoch 368 | 14/20 | 3.87 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.139
[2024-12-12 15:53:09,013][demucs.solver][INFO] - Valid | Epoch 368 | 15/20 | 3.95 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.144
[2024-12-12 15:53:09,212][demucs.solver][INFO] - Valid | Epoch 368 | 16/20 | 4.00 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.149
[2024-12-12 15:53:09,410][demucs.solver][INFO] - Valid | Epoch 368 | 17/20 | 4.05 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.154
[2024-12-12 15:53:09,635][demucs.solver][INFO] - Valid | Epoch 368 | 18/20 | 4.07 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.137
[2024-12-12 15:53:09,858][demucs.solver][INFO] - Valid | Epoch 368 | 19/20 | 4.08 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.145
[2024-12-12 15:53:10,317][demucs.solver][INFO] - Valid Summary | Epoch 368 | Loss=0.5449 | Reco=0.5449 | Nsdr=1.145 | Best=0.5362 | Bname=main
[2024-12-12 15:53:11,776][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:53:11,777][demucs.solver][INFO] - Training...
[2024-12-12 15:53:23,999][demucs.solver][INFO] - Train | Epoch 369 | 1/14 | 0.19 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.3641
[2024-12-12 15:53:24,689][demucs.solver][INFO] - Train | Epoch 369 | 2/14 | 0.27 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.5066
[2024-12-12 15:53:25,351][demucs.solver][INFO] - Train | Epoch 369 | 3/14 | 0.34 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.6279
[2024-12-12 15:53:26,242][demucs.solver][INFO] - Train | Epoch 369 | 4/14 | 0.39 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.6003
[2024-12-12 15:53:27,434][demucs.solver][INFO] - Train | Epoch 369 | 5/14 | 0.43 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 0.6757
[2024-12-12 15:53:28,614][demucs.solver][INFO] - Train | Epoch 369 | 6/14 | 0.46 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.6519
[2024-12-12 15:53:29,747][demucs.solver][INFO] - Train | Epoch 369 | 7/14 | 0.49 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.6433
[2024-12-12 15:53:30,456][demucs.solver][INFO] - Train | Epoch 369 | 8/14 | 0.53 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 0.6750
[2024-12-12 15:53:31,097][demucs.solver][INFO] - Train | Epoch 369 | 9/14 | 0.57 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.7002
[2024-12-12 15:53:31,748][demucs.solver][INFO] - Train | Epoch 369 | 10/14 | 0.60 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 0.6634
[2024-12-12 15:53:32,387][demucs.solver][INFO] - Train | Epoch 369 | 11/14 | 0.63 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.6766
[2024-12-12 15:53:33,026][demucs.solver][INFO] - Train | Epoch 369 | 12/14 | 0.67 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.6965
[2024-12-12 15:53:33,665][demucs.solver][INFO] - Train | Epoch 369 | 13/14 | 0.69 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.6689
[2024-12-12 15:53:33,983][demucs.solver][INFO] - Train Summary | Epoch 369 | Loss=0.2519 | Reco=0.2519 | Grad=0.6689
[2024-12-12 15:53:33,984][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:53:33,984][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:53:36,307][demucs.solver][INFO] - Valid | Epoch 369 | 1/20 | 2.57 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.179
[2024-12-12 15:53:36,812][demucs.solver][INFO] - Valid | Epoch 369 | 2/20 | 2.34 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 1.081
[2024-12-12 15:53:37,358][demucs.solver][INFO] - Valid | Epoch 369 | 3/20 | 2.19 it/sec | Loss 0.4979 | Reco 0.4979 | Nsdr 1.111
[2024-12-12 15:53:37,861][demucs.solver][INFO] - Valid | Epoch 369 | 4/20 | 2.14 it/sec | Loss 0.5156 | Reco 0.5156 | Nsdr 1.132
[2024-12-12 15:53:38,289][demucs.solver][INFO] - Valid | Epoch 369 | 5/20 | 2.17 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.112
[2024-12-12 15:53:38,702][demucs.solver][INFO] - Valid | Epoch 369 | 6/20 | 2.21 it/sec | Loss 0.5212 | Reco 0.5212 | Nsdr 1.120
[2024-12-12 15:53:39,578][demucs.solver][INFO] - Valid | Epoch 369 | 7/20 | 1.98 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.130
[2024-12-12 15:53:40,441][demucs.solver][INFO] - Valid | Epoch 369 | 8/20 | 1.83 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.122
[2024-12-12 15:53:41,092][demucs.solver][INFO] - Valid | Epoch 369 | 9/20 | 1.80 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.129
[2024-12-12 15:53:41,310][demucs.solver][INFO] - Valid | Epoch 369 | 10/20 | 1.90 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.114
[2024-12-12 15:53:41,521][demucs.solver][INFO] - Valid | Epoch 369 | 11/20 | 2.00 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.112
[2024-12-12 15:53:41,731][demucs.solver][INFO] - Valid | Epoch 369 | 12/20 | 2.10 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.096
[2024-12-12 15:53:41,913][demucs.solver][INFO] - Valid | Epoch 369 | 13/20 | 2.19 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.100
[2024-12-12 15:53:42,134][demucs.solver][INFO] - Valid | Epoch 369 | 14/20 | 2.27 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.104
[2024-12-12 15:53:42,354][demucs.solver][INFO] - Valid | Epoch 369 | 15/20 | 2.34 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.108
[2024-12-12 15:53:42,573][demucs.solver][INFO] - Valid | Epoch 369 | 16/20 | 2.41 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.114
[2024-12-12 15:53:42,729][demucs.solver][INFO] - Valid | Epoch 369 | 17/20 | 2.50 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.120
[2024-12-12 15:53:42,934][demucs.solver][INFO] - Valid | Epoch 369 | 18/20 | 2.57 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.105
[2024-12-12 15:53:43,162][demucs.solver][INFO] - Valid | Epoch 369 | 19/20 | 2.62 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.112
[2024-12-12 15:53:43,609][demucs.solver][INFO] - Valid Summary | Epoch 369 | Loss=0.5465 | Reco=0.5465 | Nsdr=1.112 | Best=0.5362 | Bname=main
[2024-12-12 15:53:44,915][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:53:44,915][demucs.solver][INFO] - Training...
[2024-12-12 15:53:54,071][demucs.solver][INFO] - Train | Epoch 370 | 1/14 | 0.27 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.7218
[2024-12-12 15:53:54,718][demucs.solver][INFO] - Train | Epoch 370 | 2/14 | 0.37 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 0.7047
[2024-12-12 15:53:55,369][demucs.solver][INFO] - Train | Epoch 370 | 3/14 | 0.46 it/sec | Loss 0.2343 | Reco 0.2343 | Grad 0.7760
[2024-12-12 15:53:56,017][demucs.solver][INFO] - Train | Epoch 370 | 4/14 | 0.53 it/sec | Loss 0.2318 | Reco 0.2318 | Grad 0.6852
[2024-12-12 15:53:56,658][demucs.solver][INFO] - Train | Epoch 370 | 5/14 | 0.60 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.8491
[2024-12-12 15:53:57,300][demucs.solver][INFO] - Train | Epoch 370 | 6/14 | 0.65 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.8379
[2024-12-12 15:53:57,941][demucs.solver][INFO] - Train | Epoch 370 | 7/14 | 0.71 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.7750
[2024-12-12 15:53:58,581][demucs.solver][INFO] - Train | Epoch 370 | 8/14 | 0.75 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.6995
[2024-12-12 15:53:59,218][demucs.solver][INFO] - Train | Epoch 370 | 9/14 | 0.79 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.6662
[2024-12-12 15:53:59,850][demucs.solver][INFO] - Train | Epoch 370 | 10/14 | 0.83 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.6345
[2024-12-12 15:54:00,484][demucs.solver][INFO] - Train | Epoch 370 | 11/14 | 0.87 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.6007
[2024-12-12 15:54:01,118][demucs.solver][INFO] - Train | Epoch 370 | 12/14 | 0.90 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.5661
[2024-12-12 15:54:01,751][demucs.solver][INFO] - Train | Epoch 370 | 13/14 | 0.92 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.5984
[2024-12-12 15:54:02,060][demucs.solver][INFO] - Train Summary | Epoch 370 | Loss=0.2439 | Reco=0.2439 | Grad=0.5984
[2024-12-12 15:54:02,060][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:54:02,060][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:54:04,404][demucs.solver][INFO] - Valid | Epoch 370 | 1/20 | 2.53 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.162
[2024-12-12 15:54:04,666][demucs.solver][INFO] - Valid | Epoch 370 | 2/20 | 2.85 it/sec | Loss 0.4530 | Reco 0.4530 | Nsdr 1.061
[2024-12-12 15:54:04,871][demucs.solver][INFO] - Valid | Epoch 370 | 3/20 | 3.18 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.092
[2024-12-12 15:54:05,077][demucs.solver][INFO] - Valid | Epoch 370 | 4/20 | 3.42 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.118
[2024-12-12 15:54:05,306][demucs.solver][INFO] - Valid | Epoch 370 | 5/20 | 3.55 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.100
[2024-12-12 15:54:05,510][demucs.solver][INFO] - Valid | Epoch 370 | 6/20 | 3.69 it/sec | Loss 0.5219 | Reco 0.5219 | Nsdr 1.110
[2024-12-12 15:54:05,668][demucs.solver][INFO] - Valid | Epoch 370 | 7/20 | 3.90 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.121
[2024-12-12 15:54:05,898][demucs.solver][INFO] - Valid | Epoch 370 | 8/20 | 3.94 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.112
[2024-12-12 15:54:06,099][demucs.solver][INFO] - Valid | Epoch 370 | 9/20 | 4.03 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.118
[2024-12-12 15:54:06,321][demucs.solver][INFO] - Valid | Epoch 370 | 10/20 | 4.06 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.103
[2024-12-12 15:54:06,499][demucs.solver][INFO] - Valid | Epoch 370 | 11/20 | 4.16 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.101
[2024-12-12 15:54:06,697][demucs.solver][INFO] - Valid | Epoch 370 | 12/20 | 4.22 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.086
[2024-12-12 15:54:06,876][demucs.solver][INFO] - Valid | Epoch 370 | 13/20 | 4.29 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.091
[2024-12-12 15:54:07,079][demucs.solver][INFO] - Valid | Epoch 370 | 14/20 | 4.33 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.095
[2024-12-12 15:54:07,255][demucs.solver][INFO] - Valid | Epoch 370 | 15/20 | 4.40 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.101
[2024-12-12 15:54:07,434][demucs.solver][INFO] - Valid | Epoch 370 | 16/20 | 4.45 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.107
[2024-12-12 15:54:07,589][demucs.solver][INFO] - Valid | Epoch 370 | 17/20 | 4.53 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.112
[2024-12-12 15:54:07,788][demucs.solver][INFO] - Valid | Epoch 370 | 18/20 | 4.55 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.095
[2024-12-12 15:54:07,987][demucs.solver][INFO] - Valid | Epoch 370 | 19/20 | 4.57 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.103
[2024-12-12 15:54:08,396][demucs.solver][INFO] - Valid Summary | Epoch 370 | Loss=0.5471 | Reco=0.5471 | Nsdr=1.103 | Best=0.5362 | Bname=main
[2024-12-12 15:54:09,734][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:54:09,734][demucs.solver][INFO] - Training...
[2024-12-12 15:54:13,741][demucs.solver][INFO] - Train | Epoch 371 | 1/14 | 0.86 it/sec | Loss 0.2752 | Reco 0.2752 | Grad 0.7390
[2024-12-12 15:54:17,732][demucs.solver][INFO] - Train | Epoch 371 | 2/14 | 0.47 it/sec | Loss 0.2648 | Reco 0.2648 | Grad 0.5636
[2024-12-12 15:54:18,381][demucs.solver][INFO] - Train | Epoch 371 | 3/14 | 0.57 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.5122
[2024-12-12 15:54:19,340][demucs.solver][INFO] - Train | Epoch 371 | 4/14 | 0.63 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.5877
[2024-12-12 15:54:19,992][demucs.solver][INFO] - Train | Epoch 371 | 5/14 | 0.70 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 0.5655
[2024-12-12 15:54:20,641][demucs.solver][INFO] - Train | Epoch 371 | 6/14 | 0.76 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.6162
[2024-12-12 15:54:21,285][demucs.solver][INFO] - Train | Epoch 371 | 7/14 | 0.81 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.5746
[2024-12-12 15:54:21,932][demucs.solver][INFO] - Train | Epoch 371 | 8/14 | 0.86 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.5680
[2024-12-12 15:54:22,586][demucs.solver][INFO] - Train | Epoch 371 | 9/14 | 0.90 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.6592
[2024-12-12 15:54:23,231][demucs.solver][INFO] - Train | Epoch 371 | 10/14 | 0.93 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.7597
[2024-12-12 15:54:23,876][demucs.solver][INFO] - Train | Epoch 371 | 11/14 | 0.96 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.7511
[2024-12-12 15:54:24,520][demucs.solver][INFO] - Train | Epoch 371 | 12/14 | 0.99 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.7329
[2024-12-12 15:54:25,388][demucs.solver][INFO] - Train | Epoch 371 | 13/14 | 1.00 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.7641
[2024-12-12 15:54:25,729][demucs.solver][INFO] - Train Summary | Epoch 371 | Loss=0.2522 | Reco=0.2522 | Grad=0.7641
[2024-12-12 15:54:25,729][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:54:25,729][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:54:28,274][demucs.solver][INFO] - Valid | Epoch 371 | 1/20 | 1.95 it/sec | Loss 0.5795 | Reco 0.5795 | Nsdr 1.162
[2024-12-12 15:54:28,442][demucs.solver][INFO] - Valid | Epoch 371 | 2/20 | 2.51 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 1.062
[2024-12-12 15:54:28,677][demucs.solver][INFO] - Valid | Epoch 371 | 3/20 | 2.80 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.102
[2024-12-12 15:54:28,880][demucs.solver][INFO] - Valid | Epoch 371 | 4/20 | 3.06 it/sec | Loss 0.5154 | Reco 0.5154 | Nsdr 1.114
[2024-12-12 15:54:29,080][demucs.solver][INFO] - Valid | Epoch 371 | 5/20 | 3.27 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.088
[2024-12-12 15:54:29,234][demucs.solver][INFO] - Valid | Epoch 371 | 6/20 | 3.52 it/sec | Loss 0.5220 | Reco 0.5220 | Nsdr 1.097
[2024-12-12 15:54:29,439][demucs.solver][INFO] - Valid | Epoch 371 | 7/20 | 3.65 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.110
[2024-12-12 15:54:29,670][demucs.solver][INFO] - Valid | Epoch 371 | 8/20 | 3.71 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.097
[2024-12-12 15:54:29,873][demucs.solver][INFO] - Valid | Epoch 371 | 9/20 | 3.81 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.099
[2024-12-12 15:54:30,077][demucs.solver][INFO] - Valid | Epoch 371 | 10/20 | 3.89 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.088
[2024-12-12 15:54:30,279][demucs.solver][INFO] - Valid | Epoch 371 | 11/20 | 3.96 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.087
[2024-12-12 15:54:30,503][demucs.solver][INFO] - Valid | Epoch 371 | 12/20 | 3.99 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.073
[2024-12-12 15:54:30,683][demucs.solver][INFO] - Valid | Epoch 371 | 13/20 | 4.07 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.078
[2024-12-12 15:54:30,907][demucs.solver][INFO] - Valid | Epoch 371 | 14/20 | 4.10 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.080
[2024-12-12 15:54:31,108][demucs.solver][INFO] - Valid | Epoch 371 | 15/20 | 4.14 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.084
[2024-12-12 15:54:31,284][demucs.solver][INFO] - Valid | Epoch 371 | 16/20 | 4.21 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.091
[2024-12-12 15:54:31,483][demucs.solver][INFO] - Valid | Epoch 371 | 17/20 | 4.25 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.100
[2024-12-12 15:54:31,704][demucs.solver][INFO] - Valid | Epoch 371 | 18/20 | 4.26 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.084
[2024-12-12 15:54:31,910][demucs.solver][INFO] - Valid | Epoch 371 | 19/20 | 4.29 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.092
[2024-12-12 15:54:32,352][demucs.solver][INFO] - Valid Summary | Epoch 371 | Loss=0.5479 | Reco=0.5479 | Nsdr=1.092 | Best=0.5362 | Bname=main
[2024-12-12 15:54:33,700][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:54:33,700][demucs.solver][INFO] - Training...
[2024-12-12 15:54:45,990][demucs.solver][INFO] - Train | Epoch 372 | 1/14 | 0.19 it/sec | Loss 0.2214 | Reco 0.2214 | Grad 0.7531
[2024-12-12 15:54:46,638][demucs.solver][INFO] - Train | Epoch 372 | 2/14 | 0.27 it/sec | Loss 0.2193 | Reco 0.2193 | Grad 0.5637
[2024-12-12 15:54:47,284][demucs.solver][INFO] - Train | Epoch 372 | 3/14 | 0.34 it/sec | Loss 0.2249 | Reco 0.2249 | Grad 0.5050
[2024-12-12 15:54:47,937][demucs.solver][INFO] - Train | Epoch 372 | 4/14 | 0.40 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 0.5492
[2024-12-12 15:54:48,581][demucs.solver][INFO] - Train | Epoch 372 | 5/14 | 0.45 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.5074
[2024-12-12 15:54:49,224][demucs.solver][INFO] - Train | Epoch 372 | 6/14 | 0.51 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.4575
[2024-12-12 15:54:49,865][demucs.solver][INFO] - Train | Epoch 372 | 7/14 | 0.55 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.5080
[2024-12-12 15:54:50,502][demucs.solver][INFO] - Train | Epoch 372 | 8/14 | 0.60 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.4786
[2024-12-12 15:54:51,143][demucs.solver][INFO] - Train | Epoch 372 | 9/14 | 0.63 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.4507
[2024-12-12 15:54:51,776][demucs.solver][INFO] - Train | Epoch 372 | 10/14 | 0.67 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.4689
[2024-12-12 15:54:52,412][demucs.solver][INFO] - Train | Epoch 372 | 11/14 | 0.70 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.4825
[2024-12-12 15:54:53,052][demucs.solver][INFO] - Train | Epoch 372 | 12/14 | 0.74 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.4614
[2024-12-12 15:54:53,688][demucs.solver][INFO] - Train | Epoch 372 | 13/14 | 0.76 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.5140
[2024-12-12 15:54:54,014][demucs.solver][INFO] - Train Summary | Epoch 372 | Loss=0.2478 | Reco=0.2478 | Grad=0.5140
[2024-12-12 15:54:54,015][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:54:54,015][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:54:56,351][demucs.solver][INFO] - Valid | Epoch 372 | 1/20 | 3.09 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.252
[2024-12-12 15:54:56,558][demucs.solver][INFO] - Valid | Epoch 372 | 2/20 | 3.51 it/sec | Loss 0.4479 | Reco 0.4479 | Nsdr 1.131
[2024-12-12 15:54:56,801][demucs.solver][INFO] - Valid | Epoch 372 | 3/20 | 3.65 it/sec | Loss 0.4930 | Reco 0.4930 | Nsdr 1.176
[2024-12-12 15:54:56,957][demucs.solver][INFO] - Valid | Epoch 372 | 4/20 | 3.99 it/sec | Loss 0.5102 | Reco 0.5102 | Nsdr 1.201
[2024-12-12 15:54:57,159][demucs.solver][INFO] - Valid | Epoch 372 | 5/20 | 4.12 it/sec | Loss 0.5317 | Reco 0.5317 | Nsdr 1.180
[2024-12-12 15:54:57,363][demucs.solver][INFO] - Valid | Epoch 372 | 6/20 | 4.22 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.188
[2024-12-12 15:54:57,520][demucs.solver][INFO] - Valid | Epoch 372 | 7/20 | 4.41 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.203
[2024-12-12 15:54:57,722][demucs.solver][INFO] - Valid | Epoch 372 | 8/20 | 4.46 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.194
[2024-12-12 15:54:57,947][demucs.solver][INFO] - Valid | Epoch 372 | 9/20 | 4.46 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.200
[2024-12-12 15:54:58,144][demucs.solver][INFO] - Valid | Epoch 372 | 10/20 | 4.51 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.186
[2024-12-12 15:54:58,300][demucs.solver][INFO] - Valid | Epoch 372 | 11/20 | 4.62 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.183
[2024-12-12 15:54:58,502][demucs.solver][INFO] - Valid | Epoch 372 | 12/20 | 4.65 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.166
[2024-12-12 15:54:58,733][demucs.solver][INFO] - Valid | Epoch 372 | 13/20 | 4.62 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.169
[2024-12-12 15:54:58,963][demucs.solver][INFO] - Valid | Epoch 372 | 14/20 | 4.60 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.172
[2024-12-12 15:54:59,162][demucs.solver][INFO] - Valid | Epoch 372 | 15/20 | 4.63 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.178
[2024-12-12 15:54:59,361][demucs.solver][INFO] - Valid | Epoch 372 | 16/20 | 4.65 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.184
[2024-12-12 15:54:59,559][demucs.solver][INFO] - Valid | Epoch 372 | 17/20 | 4.67 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.192
[2024-12-12 15:54:59,762][demucs.solver][INFO] - Valid | Epoch 372 | 18/20 | 4.68 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.173
[2024-12-12 15:54:59,981][demucs.solver][INFO] - Valid | Epoch 372 | 19/20 | 4.68 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.182
[2024-12-12 15:55:00,485][demucs.solver][INFO] - Valid Summary | Epoch 372 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.182 | Best=0.5362 | Bname=main
[2024-12-12 15:55:01,881][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:55:01,882][demucs.solver][INFO] - Training...
[2024-12-12 15:55:09,848][demucs.solver][INFO] - Train | Epoch 373 | 1/14 | 0.31 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.6048
[2024-12-12 15:55:10,617][demucs.solver][INFO] - Train | Epoch 373 | 2/14 | 0.42 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.6599
[2024-12-12 15:55:11,324][demucs.solver][INFO] - Train | Epoch 373 | 3/14 | 0.51 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.5400
[2024-12-12 15:55:11,979][demucs.solver][INFO] - Train | Epoch 373 | 4/14 | 0.59 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.5004
[2024-12-12 15:55:12,784][demucs.solver][INFO] - Train | Epoch 373 | 5/14 | 0.64 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.5616
[2024-12-12 15:55:13,439][demucs.solver][INFO] - Train | Epoch 373 | 6/14 | 0.70 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.5666
[2024-12-12 15:55:14,089][demucs.solver][INFO] - Train | Epoch 373 | 7/14 | 0.75 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.5269
[2024-12-12 15:55:14,736][demucs.solver][INFO] - Train | Epoch 373 | 8/14 | 0.80 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.5158
[2024-12-12 15:55:15,381][demucs.solver][INFO] - Train | Epoch 373 | 9/14 | 0.84 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.6384
[2024-12-12 15:55:16,022][demucs.solver][INFO] - Train | Epoch 373 | 10/14 | 0.88 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.6513
[2024-12-12 15:55:16,659][demucs.solver][INFO] - Train | Epoch 373 | 11/14 | 0.91 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.6738
[2024-12-12 15:55:17,297][demucs.solver][INFO] - Train | Epoch 373 | 12/14 | 0.94 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.6601
[2024-12-12 15:55:17,941][demucs.solver][INFO] - Train | Epoch 373 | 13/14 | 0.97 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.6866
[2024-12-12 15:55:18,329][demucs.solver][INFO] - Train Summary | Epoch 373 | Loss=0.2522 | Reco=0.2522 | Grad=0.6866
[2024-12-12 15:55:18,330][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:55:18,330][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:55:20,699][demucs.solver][INFO] - Valid | Epoch 373 | 1/20 | 2.25 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.237
[2024-12-12 15:55:20,940][demucs.solver][INFO] - Valid | Epoch 373 | 2/20 | 2.65 it/sec | Loss 0.4490 | Reco 0.4490 | Nsdr 1.125
[2024-12-12 15:55:21,122][demucs.solver][INFO] - Valid | Epoch 373 | 3/20 | 3.04 it/sec | Loss 0.4945 | Reco 0.4945 | Nsdr 1.156
[2024-12-12 15:55:21,334][demucs.solver][INFO] - Valid | Epoch 373 | 4/20 | 3.28 it/sec | Loss 0.5120 | Reco 0.5120 | Nsdr 1.177
[2024-12-12 15:55:21,542][demucs.solver][INFO] - Valid | Epoch 373 | 5/20 | 3.46 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.153
[2024-12-12 15:55:21,721][demucs.solver][INFO] - Valid | Epoch 373 | 6/20 | 3.66 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.162
[2024-12-12 15:55:21,901][demucs.solver][INFO] - Valid | Epoch 373 | 7/20 | 3.82 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.171
[2024-12-12 15:55:22,106][demucs.solver][INFO] - Valid | Epoch 373 | 8/20 | 3.92 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.159
[2024-12-12 15:55:22,334][demucs.solver][INFO] - Valid | Epoch 373 | 9/20 | 3.96 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.161
[2024-12-12 15:55:22,537][demucs.solver][INFO] - Valid | Epoch 373 | 10/20 | 4.03 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.150
[2024-12-12 15:55:22,715][demucs.solver][INFO] - Valid | Epoch 373 | 11/20 | 4.13 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.149
[2024-12-12 15:55:22,894][demucs.solver][INFO] - Valid | Epoch 373 | 12/20 | 4.21 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.133
[2024-12-12 15:55:23,099][demucs.solver][INFO] - Valid | Epoch 373 | 13/20 | 4.25 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.138
[2024-12-12 15:55:23,311][demucs.solver][INFO] - Valid | Epoch 373 | 14/20 | 4.28 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.141
[2024-12-12 15:55:23,537][demucs.solver][INFO] - Valid | Epoch 373 | 15/20 | 4.29 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.146
[2024-12-12 15:55:23,717][demucs.solver][INFO] - Valid | Epoch 373 | 16/20 | 4.35 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.153
[2024-12-12 15:55:23,920][demucs.solver][INFO] - Valid | Epoch 373 | 17/20 | 4.38 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.161
[2024-12-12 15:55:24,116][demucs.solver][INFO] - Valid | Epoch 373 | 18/20 | 4.41 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.144
[2024-12-12 15:55:24,320][demucs.solver][INFO] - Valid | Epoch 373 | 19/20 | 4.43 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.152
[2024-12-12 15:55:24,792][demucs.solver][INFO] - Valid Summary | Epoch 373 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.152 | Best=0.5362 | Bname=main
[2024-12-12 15:55:26,315][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:55:26,316][demucs.solver][INFO] - Training...
[2024-12-12 15:55:32,626][demucs.solver][INFO] - Train | Epoch 374 | 1/14 | 0.42 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.4468
[2024-12-12 15:55:35,399][demucs.solver][INFO] - Train | Epoch 374 | 2/14 | 0.40 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.5448
[2024-12-12 15:55:36,052][demucs.solver][INFO] - Train | Epoch 374 | 3/14 | 0.49 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.8828
[2024-12-12 15:55:36,699][demucs.solver][INFO] - Train | Epoch 374 | 4/14 | 0.57 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 0.7619
[2024-12-12 15:55:37,352][demucs.solver][INFO] - Train | Epoch 374 | 5/14 | 0.63 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.7274
[2024-12-12 15:55:37,996][demucs.solver][INFO] - Train | Epoch 374 | 6/14 | 0.69 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.6766
[2024-12-12 15:55:38,634][demucs.solver][INFO] - Train | Epoch 374 | 7/14 | 0.74 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.6925
[2024-12-12 15:55:39,270][demucs.solver][INFO] - Train | Epoch 374 | 8/14 | 0.79 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.7557
[2024-12-12 15:55:39,907][demucs.solver][INFO] - Train | Epoch 374 | 9/14 | 0.83 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.8351
[2024-12-12 15:55:40,544][demucs.solver][INFO] - Train | Epoch 374 | 10/14 | 0.87 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.8181
[2024-12-12 15:55:41,173][demucs.solver][INFO] - Train | Epoch 374 | 11/14 | 0.90 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 0.7727
[2024-12-12 15:55:41,807][demucs.solver][INFO] - Train | Epoch 374 | 12/14 | 0.93 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.7804
[2024-12-12 15:55:42,443][demucs.solver][INFO] - Train | Epoch 374 | 13/14 | 0.96 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.8243
[2024-12-12 15:55:42,757][demucs.solver][INFO] - Train Summary | Epoch 374 | Loss=0.2518 | Reco=0.2518 | Grad=0.8243
[2024-12-12 15:55:42,758][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:55:42,758][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:55:45,499][demucs.solver][INFO] - Valid | Epoch 374 | 1/20 | 2.17 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.235
[2024-12-12 15:55:45,713][demucs.solver][INFO] - Valid | Epoch 374 | 2/20 | 2.65 it/sec | Loss 0.4489 | Reco 0.4489 | Nsdr 1.121
[2024-12-12 15:55:45,940][demucs.solver][INFO] - Valid | Epoch 374 | 3/20 | 2.94 it/sec | Loss 0.4942 | Reco 0.4942 | Nsdr 1.158
[2024-12-12 15:55:46,143][demucs.solver][INFO] - Valid | Epoch 374 | 4/20 | 3.20 it/sec | Loss 0.5113 | Reco 0.5113 | Nsdr 1.185
[2024-12-12 15:55:46,353][demucs.solver][INFO] - Valid | Epoch 374 | 5/20 | 3.38 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.167
[2024-12-12 15:55:46,530][demucs.solver][INFO] - Valid | Epoch 374 | 6/20 | 3.59 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.178
[2024-12-12 15:55:46,759][demucs.solver][INFO] - Valid | Epoch 374 | 7/20 | 3.67 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.190
[2024-12-12 15:55:46,982][demucs.solver][INFO] - Valid | Epoch 374 | 8/20 | 3.75 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.183
[2024-12-12 15:55:47,185][demucs.solver][INFO] - Valid | Epoch 374 | 9/20 | 3.84 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.191
[2024-12-12 15:55:47,364][demucs.solver][INFO] - Valid | Epoch 374 | 10/20 | 3.95 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.176
[2024-12-12 15:55:47,545][demucs.solver][INFO] - Valid | Epoch 374 | 11/20 | 4.05 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.173
[2024-12-12 15:55:47,775][demucs.solver][INFO] - Valid | Epoch 374 | 12/20 | 4.07 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.156
[2024-12-12 15:55:47,971][demucs.solver][INFO] - Valid | Epoch 374 | 13/20 | 4.13 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.161
[2024-12-12 15:55:48,148][demucs.solver][INFO] - Valid | Epoch 374 | 14/20 | 4.20 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.164
[2024-12-12 15:55:48,323][demucs.solver][INFO] - Valid | Epoch 374 | 15/20 | 4.27 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.170
[2024-12-12 15:55:48,546][demucs.solver][INFO] - Valid | Epoch 374 | 16/20 | 4.29 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.176
[2024-12-12 15:55:48,743][demucs.solver][INFO] - Valid | Epoch 374 | 17/20 | 4.32 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.182
[2024-12-12 15:55:48,944][demucs.solver][INFO] - Valid | Epoch 374 | 18/20 | 4.35 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.164
[2024-12-12 15:55:49,165][demucs.solver][INFO] - Valid | Epoch 374 | 19/20 | 4.36 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.173
[2024-12-12 15:55:49,591][demucs.solver][INFO] - Valid Summary | Epoch 374 | Loss=0.5416 | Reco=0.5416 | Nsdr=1.173 | Best=0.5362 | Bname=main
[2024-12-12 15:55:51,068][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:55:51,068][demucs.solver][INFO] - Training...
[2024-12-12 15:56:00,635][demucs.solver][INFO] - Train | Epoch 375 | 1/14 | 0.25 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.2212
[2024-12-12 15:56:01,385][demucs.solver][INFO] - Train | Epoch 375 | 2/14 | 0.34 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.4676
[2024-12-12 15:56:02,040][demucs.solver][INFO] - Train | Epoch 375 | 3/14 | 0.43 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.3886
[2024-12-12 15:56:02,684][demucs.solver][INFO] - Train | Epoch 375 | 4/14 | 0.50 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.3622
[2024-12-12 15:56:03,325][demucs.solver][INFO] - Train | Epoch 375 | 5/14 | 0.56 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.3861
[2024-12-12 15:56:03,976][demucs.solver][INFO] - Train | Epoch 375 | 6/14 | 0.62 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.3771
[2024-12-12 15:56:04,618][demucs.solver][INFO] - Train | Epoch 375 | 7/14 | 0.67 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.4405
[2024-12-12 15:56:05,258][demucs.solver][INFO] - Train | Epoch 375 | 8/14 | 0.71 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.4831
[2024-12-12 15:56:05,896][demucs.solver][INFO] - Train | Epoch 375 | 9/14 | 0.75 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.5170
[2024-12-12 15:56:06,533][demucs.solver][INFO] - Train | Epoch 375 | 10/14 | 0.79 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.5188
[2024-12-12 15:56:07,168][demucs.solver][INFO] - Train | Epoch 375 | 11/14 | 0.83 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.5990
[2024-12-12 15:56:07,807][demucs.solver][INFO] - Train | Epoch 375 | 12/14 | 0.86 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.6566
[2024-12-12 15:56:08,443][demucs.solver][INFO] - Train | Epoch 375 | 13/14 | 0.89 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.7020
[2024-12-12 15:56:08,771][demucs.solver][INFO] - Train Summary | Epoch 375 | Loss=0.2492 | Reco=0.2492 | Grad=0.7020
[2024-12-12 15:56:08,771][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:56:08,772][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:56:11,515][demucs.solver][INFO] - Valid | Epoch 375 | 1/20 | 1.90 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.201
[2024-12-12 15:56:11,859][demucs.solver][INFO] - Valid | Epoch 375 | 2/20 | 2.15 it/sec | Loss 0.4508 | Reco 0.4508 | Nsdr 1.096
[2024-12-12 15:56:12,191][demucs.solver][INFO] - Valid | Epoch 375 | 3/20 | 2.32 it/sec | Loss 0.4968 | Reco 0.4968 | Nsdr 1.122
[2024-12-12 15:56:12,503][demucs.solver][INFO] - Valid | Epoch 375 | 4/20 | 2.45 it/sec | Loss 0.5142 | Reco 0.5142 | Nsdr 1.149
[2024-12-12 15:56:12,731][demucs.solver][INFO] - Valid | Epoch 375 | 5/20 | 2.65 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.133
[2024-12-12 15:56:12,958][demucs.solver][INFO] - Valid | Epoch 375 | 6/20 | 2.81 it/sec | Loss 0.5192 | Reco 0.5192 | Nsdr 1.147
[2024-12-12 15:56:13,179][demucs.solver][INFO] - Valid | Epoch 375 | 7/20 | 2.95 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.156
[2024-12-12 15:56:13,380][demucs.solver][INFO] - Valid | Epoch 375 | 8/20 | 3.09 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.149
[2024-12-12 15:56:13,536][demucs.solver][INFO] - Valid | Epoch 375 | 9/20 | 3.26 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.154
[2024-12-12 15:56:13,692][demucs.solver][INFO] - Valid | Epoch 375 | 10/20 | 3.41 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.142
[2024-12-12 15:56:13,870][demucs.solver][INFO] - Valid | Epoch 375 | 11/20 | 3.52 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.141
[2024-12-12 15:56:14,095][demucs.solver][INFO] - Valid | Epoch 375 | 12/20 | 3.58 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.127
[2024-12-12 15:56:14,251][demucs.solver][INFO] - Valid | Epoch 375 | 13/20 | 3.70 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.133
[2024-12-12 15:56:14,477][demucs.solver][INFO] - Valid | Epoch 375 | 14/20 | 3.74 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.138
[2024-12-12 15:56:14,705][demucs.solver][INFO] - Valid | Epoch 375 | 15/20 | 3.77 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.143
[2024-12-12 15:56:14,908][demucs.solver][INFO] - Valid | Epoch 375 | 16/20 | 3.83 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.151
[2024-12-12 15:56:15,086][demucs.solver][INFO] - Valid | Epoch 375 | 17/20 | 3.89 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.152
[2024-12-12 15:56:15,240][demucs.solver][INFO] - Valid | Epoch 375 | 18/20 | 3.98 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.135
[2024-12-12 15:56:15,463][demucs.solver][INFO] - Valid | Epoch 375 | 19/20 | 4.00 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.142
[2024-12-12 15:56:15,951][demucs.solver][INFO] - Valid Summary | Epoch 375 | Loss=0.5444 | Reco=0.5444 | Nsdr=1.142 | Best=0.5362 | Bname=main
[2024-12-12 15:56:17,329][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:56:17,329][demucs.solver][INFO] - Training...
[2024-12-12 15:56:28,094][demucs.solver][INFO] - Train | Epoch 376 | 1/14 | 0.21 it/sec | Loss 0.2239 | Reco 0.2239 | Grad 0.6195
[2024-12-12 15:56:28,744][demucs.solver][INFO] - Train | Epoch 376 | 2/14 | 0.30 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.5511
[2024-12-12 15:56:29,391][demucs.solver][INFO] - Train | Epoch 376 | 3/14 | 0.38 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.5933
[2024-12-12 15:56:30,036][demucs.solver][INFO] - Train | Epoch 376 | 4/14 | 0.44 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 0.5587
[2024-12-12 15:56:30,687][demucs.solver][INFO] - Train | Epoch 376 | 5/14 | 0.50 it/sec | Loss 0.2325 | Reco 0.2325 | Grad 0.5320
[2024-12-12 15:56:31,343][demucs.solver][INFO] - Train | Epoch 376 | 6/14 | 0.56 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 0.6586
[2024-12-12 15:56:31,988][demucs.solver][INFO] - Train | Epoch 376 | 7/14 | 0.61 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.7118
[2024-12-12 15:56:32,631][demucs.solver][INFO] - Train | Epoch 376 | 8/14 | 0.65 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.7037
[2024-12-12 15:56:33,275][demucs.solver][INFO] - Train | Epoch 376 | 9/14 | 0.69 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.6848
[2024-12-12 15:56:33,912][demucs.solver][INFO] - Train | Epoch 376 | 10/14 | 0.73 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.6950
[2024-12-12 15:56:34,553][demucs.solver][INFO] - Train | Epoch 376 | 11/14 | 0.76 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.6549
[2024-12-12 15:56:35,190][demucs.solver][INFO] - Train | Epoch 376 | 12/14 | 0.79 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.6868
[2024-12-12 15:56:35,827][demucs.solver][INFO] - Train | Epoch 376 | 13/14 | 0.82 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.6678
[2024-12-12 15:56:36,202][demucs.solver][INFO] - Train Summary | Epoch 376 | Loss=0.2425 | Reco=0.2425 | Grad=0.6678
[2024-12-12 15:56:36,202][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:56:36,202][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:56:38,461][demucs.solver][INFO] - Valid | Epoch 376 | 1/20 | 2.78 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.233
[2024-12-12 15:56:38,669][demucs.solver][INFO] - Valid | Epoch 376 | 2/20 | 3.24 it/sec | Loss 0.4479 | Reco 0.4479 | Nsdr 1.117
[2024-12-12 15:56:38,915][demucs.solver][INFO] - Valid | Epoch 376 | 3/20 | 3.41 it/sec | Loss 0.4936 | Reco 0.4936 | Nsdr 1.149
[2024-12-12 15:56:39,072][demucs.solver][INFO] - Valid | Epoch 376 | 4/20 | 3.76 it/sec | Loss 0.5102 | Reco 0.5102 | Nsdr 1.184
[2024-12-12 15:56:39,274][demucs.solver][INFO] - Valid | Epoch 376 | 5/20 | 3.92 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.175
[2024-12-12 15:56:39,506][demucs.solver][INFO] - Valid | Epoch 376 | 6/20 | 3.97 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 1.189
[2024-12-12 15:56:39,734][demucs.solver][INFO] - Valid | Epoch 376 | 7/20 | 4.02 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.201
[2024-12-12 15:56:39,934][demucs.solver][INFO] - Valid | Epoch 376 | 8/20 | 4.11 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.198
[2024-12-12 15:56:40,136][demucs.solver][INFO] - Valid | Epoch 376 | 9/20 | 4.18 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.208
[2024-12-12 15:56:40,365][demucs.solver][INFO] - Valid | Epoch 376 | 10/20 | 4.19 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.191
[2024-12-12 15:56:40,519][demucs.solver][INFO] - Valid | Epoch 376 | 11/20 | 4.32 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.189
[2024-12-12 15:56:40,745][demucs.solver][INFO] - Valid | Epoch 376 | 12/20 | 4.33 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.173
[2024-12-12 15:56:40,976][demucs.solver][INFO] - Valid | Epoch 376 | 13/20 | 4.33 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.178
[2024-12-12 15:56:41,204][demucs.solver][INFO] - Valid | Epoch 376 | 14/20 | 4.33 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.183
[2024-12-12 15:56:41,386][demucs.solver][INFO] - Valid | Epoch 376 | 15/20 | 4.39 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.189
[2024-12-12 15:56:41,613][demucs.solver][INFO] - Valid | Epoch 376 | 16/20 | 4.39 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.195
[2024-12-12 15:56:41,814][demucs.solver][INFO] - Valid | Epoch 376 | 17/20 | 4.42 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.194
[2024-12-12 15:56:42,013][demucs.solver][INFO] - Valid | Epoch 376 | 18/20 | 4.45 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.174
[2024-12-12 15:56:42,212][demucs.solver][INFO] - Valid | Epoch 376 | 19/20 | 4.47 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.184
[2024-12-12 15:56:42,597][demucs.solver][INFO] - Valid Summary | Epoch 376 | Loss=0.5399 | Reco=0.5399 | Nsdr=1.184 | Best=0.5362 | Bname=main
[2024-12-12 15:56:43,962][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:56:43,962][demucs.solver][INFO] - Training...
[2024-12-12 15:56:53,873][demucs.solver][INFO] - Train | Epoch 377 | 1/14 | 0.24 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.3127
[2024-12-12 15:56:54,517][demucs.solver][INFO] - Train | Epoch 377 | 2/14 | 0.33 it/sec | Loss 0.2260 | Reco 0.2260 | Grad 0.2605
[2024-12-12 15:56:55,166][demucs.solver][INFO] - Train | Epoch 377 | 3/14 | 0.41 it/sec | Loss 0.2343 | Reco 0.2343 | Grad 0.4347
[2024-12-12 15:56:55,812][demucs.solver][INFO] - Train | Epoch 377 | 4/14 | 0.49 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.3907
[2024-12-12 15:56:56,462][demucs.solver][INFO] - Train | Epoch 377 | 5/14 | 0.55 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.3967
[2024-12-12 15:56:57,109][demucs.solver][INFO] - Train | Epoch 377 | 6/14 | 0.60 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.4598
[2024-12-12 15:56:57,750][demucs.solver][INFO] - Train | Epoch 377 | 7/14 | 0.65 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.4483
[2024-12-12 15:56:58,388][demucs.solver][INFO] - Train | Epoch 377 | 8/14 | 0.70 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.5098
[2024-12-12 15:56:59,029][demucs.solver][INFO] - Train | Epoch 377 | 9/14 | 0.74 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.4798
[2024-12-12 15:57:01,594][demucs.solver][INFO] - Train | Epoch 377 | 10/14 | 0.68 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.4851
[2024-12-12 15:57:02,234][demucs.solver][INFO] - Train | Epoch 377 | 11/14 | 0.72 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.4746
[2024-12-12 15:57:02,872][demucs.solver][INFO] - Train | Epoch 377 | 12/14 | 0.75 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 0.5283
[2024-12-12 15:57:03,511][demucs.solver][INFO] - Train | Epoch 377 | 13/14 | 0.78 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.5807
[2024-12-12 15:57:03,875][demucs.solver][INFO] - Train Summary | Epoch 377 | Loss=0.2387 | Reco=0.2387 | Grad=0.5807
[2024-12-12 15:57:03,876][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:57:03,876][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:57:06,412][demucs.solver][INFO] - Valid | Epoch 377 | 1/20 | 2.27 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.225
[2024-12-12 15:57:07,308][demucs.solver][INFO] - Valid | Epoch 377 | 2/20 | 1.69 it/sec | Loss 0.4480 | Reco 0.4480 | Nsdr 1.113
[2024-12-12 15:57:08,222][demucs.solver][INFO] - Valid | Epoch 377 | 3/20 | 1.49 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.166
[2024-12-12 15:57:09,032][demucs.solver][INFO] - Valid | Epoch 377 | 4/20 | 1.43 it/sec | Loss 0.5104 | Reco 0.5104 | Nsdr 1.174
[2024-12-12 15:57:09,853][demucs.solver][INFO] - Valid | Epoch 377 | 5/20 | 1.39 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 1.148
[2024-12-12 15:57:10,501][demucs.solver][INFO] - Valid | Epoch 377 | 6/20 | 1.41 it/sec | Loss 0.5169 | Reco 0.5169 | Nsdr 1.159
[2024-12-12 15:57:10,995][demucs.solver][INFO] - Valid | Epoch 377 | 7/20 | 1.46 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.171
[2024-12-12 15:57:11,307][demucs.solver][INFO] - Valid | Epoch 377 | 8/20 | 1.56 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.159
[2024-12-12 15:57:11,545][demucs.solver][INFO] - Valid | Epoch 377 | 9/20 | 1.66 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.158
[2024-12-12 15:57:11,753][demucs.solver][INFO] - Valid | Epoch 377 | 10/20 | 1.77 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.146
[2024-12-12 15:57:11,984][demucs.solver][INFO] - Valid | Epoch 377 | 11/20 | 1.86 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.145
[2024-12-12 15:57:12,162][demucs.solver][INFO] - Valid | Epoch 377 | 12/20 | 1.96 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.130
[2024-12-12 15:57:12,394][demucs.solver][INFO] - Valid | Epoch 377 | 13/20 | 2.04 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.135
[2024-12-12 15:57:12,575][demucs.solver][INFO] - Valid | Epoch 377 | 14/20 | 2.13 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.137
[2024-12-12 15:57:12,797][demucs.solver][INFO] - Valid | Epoch 377 | 15/20 | 2.20 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.141
[2024-12-12 15:57:13,018][demucs.solver][INFO] - Valid | Epoch 377 | 16/20 | 2.27 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.147
[2024-12-12 15:57:13,221][demucs.solver][INFO] - Valid | Epoch 377 | 17/20 | 2.34 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.160
[2024-12-12 15:57:13,424][demucs.solver][INFO] - Valid | Epoch 377 | 18/20 | 2.41 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.142
[2024-12-12 15:57:13,602][demucs.solver][INFO] - Valid | Epoch 377 | 19/20 | 2.48 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.149
[2024-12-12 15:57:14,001][demucs.solver][INFO] - Valid Summary | Epoch 377 | Loss=0.5435 | Reco=0.5435 | Nsdr=1.149 | Best=0.5362 | Bname=main
[2024-12-12 15:57:15,452][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:57:15,452][demucs.solver][INFO] - Training...
[2024-12-12 15:57:26,168][demucs.solver][INFO] - Train | Epoch 378 | 1/14 | 0.22 it/sec | Loss 0.2311 | Reco 0.2311 | Grad 0.6487
[2024-12-12 15:57:26,816][demucs.solver][INFO] - Train | Epoch 378 | 2/14 | 0.30 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.7400
[2024-12-12 15:57:27,459][demucs.solver][INFO] - Train | Epoch 378 | 3/14 | 0.38 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.5907
[2024-12-12 15:57:28,101][demucs.solver][INFO] - Train | Epoch 378 | 4/14 | 0.45 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.4982
[2024-12-12 15:57:28,737][demucs.solver][INFO] - Train | Epoch 378 | 5/14 | 0.51 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.4977
[2024-12-12 15:57:29,378][demucs.solver][INFO] - Train | Epoch 378 | 6/14 | 0.56 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.5595
[2024-12-12 15:57:30,020][demucs.solver][INFO] - Train | Epoch 378 | 7/14 | 0.61 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.5556
[2024-12-12 15:57:30,654][demucs.solver][INFO] - Train | Epoch 378 | 8/14 | 0.66 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.5097
[2024-12-12 15:57:31,286][demucs.solver][INFO] - Train | Epoch 378 | 9/14 | 0.70 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.4827
[2024-12-12 15:57:31,922][demucs.solver][INFO] - Train | Epoch 378 | 10/14 | 0.73 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.5109
[2024-12-12 15:57:32,559][demucs.solver][INFO] - Train | Epoch 378 | 11/14 | 0.77 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.5406
[2024-12-12 15:57:33,196][demucs.solver][INFO] - Train | Epoch 378 | 12/14 | 0.80 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.5127
[2024-12-12 15:57:33,833][demucs.solver][INFO] - Train | Epoch 378 | 13/14 | 0.83 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.4959
[2024-12-12 15:57:34,209][demucs.solver][INFO] - Train Summary | Epoch 378 | Loss=0.2464 | Reco=0.2464 | Grad=0.4959
[2024-12-12 15:57:34,209][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:57:34,209][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:57:37,858][demucs.solver][INFO] - Valid | Epoch 378 | 1/20 | 0.98 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.244
[2024-12-12 15:57:38,135][demucs.solver][INFO] - Valid | Epoch 378 | 2/20 | 1.30 it/sec | Loss 0.4492 | Reco 0.4492 | Nsdr 1.124
[2024-12-12 15:57:38,338][demucs.solver][INFO] - Valid | Epoch 378 | 3/20 | 1.59 it/sec | Loss 0.4943 | Reco 0.4943 | Nsdr 1.167
[2024-12-12 15:57:38,494][demucs.solver][INFO] - Valid | Epoch 378 | 4/20 | 1.87 it/sec | Loss 0.5117 | Reco 0.5117 | Nsdr 1.193
[2024-12-12 15:57:38,701][demucs.solver][INFO] - Valid | Epoch 378 | 5/20 | 2.09 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.171
[2024-12-12 15:57:38,859][demucs.solver][INFO] - Valid | Epoch 378 | 6/20 | 2.31 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.182
[2024-12-12 15:57:39,041][demucs.solver][INFO] - Valid | Epoch 378 | 7/20 | 2.49 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.197
[2024-12-12 15:57:39,272][demucs.solver][INFO] - Valid | Epoch 378 | 8/20 | 2.61 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.186
[2024-12-12 15:57:39,476][demucs.solver][INFO] - Valid | Epoch 378 | 9/20 | 2.74 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.193
[2024-12-12 15:57:39,702][demucs.solver][INFO] - Valid | Epoch 378 | 10/20 | 2.84 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.179
[2024-12-12 15:57:39,902][demucs.solver][INFO] - Valid | Epoch 378 | 11/20 | 2.94 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.177
[2024-12-12 15:57:40,125][demucs.solver][INFO] - Valid | Epoch 378 | 12/20 | 3.02 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.160
[2024-12-12 15:57:40,302][demucs.solver][INFO] - Valid | Epoch 378 | 13/20 | 3.13 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.163
[2024-12-12 15:57:40,510][demucs.solver][INFO] - Valid | Epoch 378 | 14/20 | 3.20 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.168
[2024-12-12 15:57:40,667][demucs.solver][INFO] - Valid | Epoch 378 | 15/20 | 3.31 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.174
[2024-12-12 15:57:40,847][demucs.solver][INFO] - Valid | Epoch 378 | 16/20 | 3.39 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.181
[2024-12-12 15:57:41,052][demucs.solver][INFO] - Valid | Epoch 378 | 17/20 | 3.44 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.188
[2024-12-12 15:57:41,231][demucs.solver][INFO] - Valid | Epoch 378 | 18/20 | 3.52 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.169
[2024-12-12 15:57:41,432][demucs.solver][INFO] - Valid | Epoch 378 | 19/20 | 3.57 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.179
[2024-12-12 15:57:41,854][demucs.solver][INFO] - Valid Summary | Epoch 378 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.179 | Best=0.5362 | Bname=main
[2024-12-12 15:57:43,386][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:57:43,387][demucs.solver][INFO] - Training...
[2024-12-12 15:57:51,466][demucs.solver][INFO] - Train | Epoch 379 | 1/14 | 0.31 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.6144
[2024-12-12 15:57:52,117][demucs.solver][INFO] - Train | Epoch 379 | 2/14 | 0.42 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 0.5151
[2024-12-12 15:57:52,763][demucs.solver][INFO] - Train | Epoch 379 | 3/14 | 0.51 it/sec | Loss 0.2634 | Reco 0.2634 | Grad 0.4110
[2024-12-12 15:57:53,407][demucs.solver][INFO] - Train | Epoch 379 | 4/14 | 0.59 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 0.4594
[2024-12-12 15:57:54,052][demucs.solver][INFO] - Train | Epoch 379 | 5/14 | 0.66 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.4118
[2024-12-12 15:57:54,697][demucs.solver][INFO] - Train | Epoch 379 | 6/14 | 0.72 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.5897
[2024-12-12 15:57:55,340][demucs.solver][INFO] - Train | Epoch 379 | 7/14 | 0.77 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 0.6557
[2024-12-12 15:57:55,981][demucs.solver][INFO] - Train | Epoch 379 | 8/14 | 0.82 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.6594
[2024-12-12 15:57:56,614][demucs.solver][INFO] - Train | Epoch 379 | 9/14 | 0.86 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.6973
[2024-12-12 15:57:57,245][demucs.solver][INFO] - Train | Epoch 379 | 10/14 | 0.90 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.6666
[2024-12-12 15:57:57,882][demucs.solver][INFO] - Train | Epoch 379 | 11/14 | 0.93 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.6195
[2024-12-12 15:57:58,517][demucs.solver][INFO] - Train | Epoch 379 | 12/14 | 0.96 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 0.6269
[2024-12-12 15:57:59,150][demucs.solver][INFO] - Train | Epoch 379 | 13/14 | 0.99 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.5970
[2024-12-12 15:57:59,482][demucs.solver][INFO] - Train Summary | Epoch 379 | Loss=0.2557 | Reco=0.2557 | Grad=0.5970
[2024-12-12 15:57:59,483][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:57:59,483][demucs.solver][INFO] - Cross validation...
[2024-12-12 15:58:01,869][demucs.solver][INFO] - Valid | Epoch 379 | 1/20 | 2.60 it/sec | Loss 0.5813 | Reco 0.5813 | Nsdr 1.174
[2024-12-12 15:58:02,033][demucs.solver][INFO] - Valid | Epoch 379 | 2/20 | 3.21 it/sec | Loss 0.4535 | Reco 0.4535 | Nsdr 1.074
[2024-12-12 15:58:02,243][demucs.solver][INFO] - Valid | Epoch 379 | 3/20 | 3.50 it/sec | Loss 0.4992 | Reco 0.4992 | Nsdr 1.109
[2024-12-12 15:58:02,492][demucs.solver][INFO] - Valid | Epoch 379 | 4/20 | 3.59 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.122
[2024-12-12 15:58:02,698][demucs.solver][INFO] - Valid | Epoch 379 | 5/20 | 3.75 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.085
[2024-12-12 15:58:02,926][demucs.solver][INFO] - Valid | Epoch 379 | 6/20 | 3.83 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.097
[2024-12-12 15:58:03,121][demucs.solver][INFO] - Valid | Epoch 379 | 7/20 | 3.96 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.108
[2024-12-12 15:58:03,339][demucs.solver][INFO] - Valid | Epoch 379 | 8/20 | 4.02 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.085
[2024-12-12 15:58:03,533][demucs.solver][INFO] - Valid | Epoch 379 | 9/20 | 4.11 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.087
[2024-12-12 15:58:03,749][demucs.solver][INFO] - Valid | Epoch 379 | 10/20 | 4.15 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.078
[2024-12-12 15:58:03,919][demucs.solver][INFO] - Valid | Epoch 379 | 11/20 | 4.25 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.078
[2024-12-12 15:58:04,112][demucs.solver][INFO] - Valid | Epoch 379 | 12/20 | 4.31 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.065
[2024-12-12 15:58:04,279][demucs.solver][INFO] - Valid | Epoch 379 | 13/20 | 4.40 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.069
[2024-12-12 15:58:04,473][demucs.solver][INFO] - Valid | Epoch 379 | 14/20 | 4.45 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.074
[2024-12-12 15:58:04,714][demucs.solver][INFO] - Valid | Epoch 379 | 15/20 | 4.43 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.078
[2024-12-12 15:58:04,938][demucs.solver][INFO] - Valid | Epoch 379 | 16/20 | 4.43 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.086
[2024-12-12 15:58:05,163][demucs.solver][INFO] - Valid | Epoch 379 | 17/20 | 4.43 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.096
[2024-12-12 15:58:05,367][demucs.solver][INFO] - Valid | Epoch 379 | 18/20 | 4.45 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.081
[2024-12-12 15:58:05,568][demucs.solver][INFO] - Valid | Epoch 379 | 19/20 | 4.47 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.089
[2024-12-12 15:58:06,034][demucs.solver][INFO] - Valid Summary | Epoch 379 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.089 | Best=0.5362 | Bname=main
[2024-12-12 15:58:07,424][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 15:58:07,424][demucs.solver][INFO] - Training...
[2024-12-12 16:02:13,166][demucs.train][INFO] - For logs, checkpoints and samples check /gpfs/mariana/home/orsier/demucs/outputs/xps/22094820
[2024-12-12 16:02:13,180][dora.distrib][INFO] - world_size is 1, skipping init.
[2024-12-12 16:02:16,784][demucs.train][INFO] - train/valid set size: 178 20
[2024-12-12 16:02:16,803][demucs.solver][INFO] - Loading checkpoint model: /gpfs/mariana/home/orsier/demucs/outputs/xps/22094820/checkpoint.th
[2024-12-12 16:02:18,072][demucs.solver][INFO] - Replaying metrics from previous run
[2024-12-12 16:02:18,072][demucs.solver][INFO] - Train Summary | Epoch 1 | Loss=0.2915 | Reco=0.2915 | Grad=0.2045
[2024-12-12 16:02:18,072][demucs.solver][INFO] - Valid Summary | Epoch 1 | Loss=0.6417 | Reco=0.6417 | Nsdr=0.016 | Best=0.6417 | Bname=main
[2024-12-12 16:02:18,072][demucs.solver][INFO] - Train Summary | Epoch 2 | Loss=0.2991 | Reco=0.2991 | Grad=0.2091
[2024-12-12 16:02:18,072][demucs.solver][INFO] - Valid Summary | Epoch 2 | Loss=0.6336 | Reco=0.6336 | Nsdr=0.089 | Best=0.6336 | Bname=main
[2024-12-12 16:02:18,073][demucs.solver][INFO] - Train Summary | Epoch 3 | Loss=0.2816 | Reco=0.2816 | Grad=0.1833
[2024-12-12 16:02:18,073][demucs.solver][INFO] - Valid Summary | Epoch 3 | Loss=0.6260 | Reco=0.6260 | Nsdr=0.155 | Best=0.6260 | Bname=main
[2024-12-12 16:02:18,073][demucs.solver][INFO] - Train Summary | Epoch 4 | Loss=0.2698 | Reco=0.2698 | Grad=0.1383
[2024-12-12 16:02:18,073][demucs.solver][INFO] - Valid Summary | Epoch 4 | Loss=0.6177 | Reco=0.6177 | Nsdr=0.218 | Best=0.6177 | Bname=main
[2024-12-12 16:02:18,073][demucs.solver][INFO] - Train Summary | Epoch 5 | Loss=0.2580 | Reco=0.2580 | Grad=0.0911
[2024-12-12 16:02:18,073][demucs.solver][INFO] - Valid Summary | Epoch 5 | Loss=0.6113 | Reco=0.6113 | Nsdr=0.278 | Best=0.6113 | Bname=main
[2024-12-12 16:02:18,073][demucs.solver][INFO] - Train Summary | Epoch 6 | Loss=0.2586 | Reco=0.2586 | Grad=0.0634
[2024-12-12 16:02:18,098][demucs.solver][INFO] - Valid Summary | Epoch 6 | Loss=0.6055 | Reco=0.6055 | Nsdr=0.342 | Best=0.6055 | Bname=main
[2024-12-12 16:02:18,098][demucs.solver][INFO] - Train Summary | Epoch 7 | Loss=0.2679 | Reco=0.2679 | Grad=0.0603
[2024-12-12 16:02:18,098][demucs.solver][INFO] - Valid Summary | Epoch 7 | Loss=0.5999 | Reco=0.5999 | Nsdr=0.411 | Best=0.5999 | Bname=main
[2024-12-12 16:02:18,098][demucs.solver][INFO] - Train Summary | Epoch 8 | Loss=0.2563 | Reco=0.2563 | Grad=0.0749
[2024-12-12 16:02:18,098][demucs.solver][INFO] - Valid Summary | Epoch 8 | Loss=0.5948 | Reco=0.5948 | Nsdr=0.481 | Best=0.5948 | Bname=main
[2024-12-12 16:02:18,098][demucs.solver][INFO] - Train Summary | Epoch 9 | Loss=0.2570 | Reco=0.2570 | Grad=0.0718
[2024-12-12 16:02:18,098][demucs.solver][INFO] - Valid Summary | Epoch 9 | Loss=0.5883 | Reco=0.5883 | Nsdr=0.565 | Best=0.5883 | Bname=main
[2024-12-12 16:02:18,098][demucs.solver][INFO] - Train Summary | Epoch 10 | Loss=0.2538 | Reco=0.2538 | Grad=0.0611
[2024-12-12 16:02:18,098][demucs.solver][INFO] - Valid Summary | Epoch 10 | Loss=0.5829 | Reco=0.5829 | Nsdr=0.636 | Best=0.5829 | Bname=main
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Train Summary | Epoch 11 | Loss=0.2459 | Reco=0.2459 | Grad=0.0618
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Valid Summary | Epoch 11 | Loss=0.5784 | Reco=0.5784 | Nsdr=0.698 | Best=0.5784 | Bname=main
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Train Summary | Epoch 12 | Loss=0.2466 | Reco=0.2466 | Grad=0.0821
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Valid Summary | Epoch 12 | Loss=0.5733 | Reco=0.5733 | Nsdr=0.771 | Best=0.5733 | Bname=main
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Train Summary | Epoch 13 | Loss=0.2539 | Reco=0.2539 | Grad=0.0581
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Valid Summary | Epoch 13 | Loss=0.5688 | Reco=0.5688 | Nsdr=0.832 | Best=0.5688 | Bname=main
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Train Summary | Epoch 14 | Loss=0.2530 | Reco=0.2530 | Grad=0.0496
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Valid Summary | Epoch 14 | Loss=0.5682 | Reco=0.5682 | Nsdr=0.840 | Best=0.5682 | Bname=main
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Train Summary | Epoch 15 | Loss=0.2555 | Reco=0.2555 | Grad=0.0498
[2024-12-12 16:02:18,099][demucs.solver][INFO] - Valid Summary | Epoch 15 | Loss=0.5666 | Reco=0.5666 | Nsdr=0.863 | Best=0.5666 | Bname=main
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Train Summary | Epoch 16 | Loss=0.2499 | Reco=0.2499 | Grad=0.0628
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Valid Summary | Epoch 16 | Loss=0.5629 | Reco=0.5629 | Nsdr=0.914 | Best=0.5629 | Bname=main
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Train Summary | Epoch 17 | Loss=0.2535 | Reco=0.2535 | Grad=0.0642
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Valid Summary | Epoch 17 | Loss=0.5590 | Reco=0.5590 | Nsdr=0.972 | Best=0.5590 | Bname=main
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Train Summary | Epoch 18 | Loss=0.2484 | Reco=0.2484 | Grad=0.0552
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Valid Summary | Epoch 18 | Loss=0.5590 | Reco=0.5590 | Nsdr=0.969 | Best=0.5590 | Bname=main
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Train Summary | Epoch 19 | Loss=0.2494 | Reco=0.2494 | Grad=0.0630
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Valid Summary | Epoch 19 | Loss=0.5592 | Reco=0.5592 | Nsdr=0.965 | Best=0.5590 | Bname=main
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Train Summary | Epoch 20 | Loss=0.2567 | Reco=0.2567 | Grad=0.0528
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Valid Summary | Epoch 20 | Loss=0.5606 | Reco=0.5606 | Nsdr=0.946 | Best=0.5590 | Bname=main
[2024-12-12 16:02:18,100][demucs.solver][INFO] - Test Summary | Epoch 20 | Nsdr=0.857 | Nsdr_drums=0.869 | Nsdr_bass=0.834 | Nsdr_other=0.881 | Nsdr_vocals=0.842
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Train Summary | Epoch 21 | Loss=0.2457 | Reco=0.2457 | Grad=0.0561
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Valid Summary | Epoch 21 | Loss=0.5597 | Reco=0.5597 | Nsdr=0.956 | Best=0.5590 | Bname=main
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Train Summary | Epoch 22 | Loss=0.2573 | Reco=0.2573 | Grad=0.0589
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Valid Summary | Epoch 22 | Loss=0.5579 | Reco=0.5579 | Nsdr=0.982 | Best=0.5579 | Bname=main
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Train Summary | Epoch 23 | Loss=0.2558 | Reco=0.2558 | Grad=0.0596
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Valid Summary | Epoch 23 | Loss=0.5553 | Reco=0.5553 | Nsdr=1.019 | Best=0.5553 | Bname=main
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Train Summary | Epoch 24 | Loss=0.2456 | Reco=0.2456 | Grad=0.0509
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Valid Summary | Epoch 24 | Loss=0.5549 | Reco=0.5549 | Nsdr=1.024 | Best=0.5549 | Bname=main
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Train Summary | Epoch 25 | Loss=0.2489 | Reco=0.2489 | Grad=0.0569
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Valid Summary | Epoch 25 | Loss=0.5551 | Reco=0.5551 | Nsdr=1.025 | Best=0.5549 | Bname=main
[2024-12-12 16:02:18,101][demucs.solver][INFO] - Train Summary | Epoch 26 | Loss=0.2514 | Reco=0.2514 | Grad=0.0864
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Valid Summary | Epoch 26 | Loss=0.5543 | Reco=0.5543 | Nsdr=1.031 | Best=0.5543 | Bname=main
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Train Summary | Epoch 27 | Loss=0.2487 | Reco=0.2487 | Grad=0.0763
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Valid Summary | Epoch 27 | Loss=0.5548 | Reco=0.5548 | Nsdr=1.023 | Best=0.5543 | Bname=main
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Train Summary | Epoch 28 | Loss=0.2539 | Reco=0.2539 | Grad=0.0655
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Valid Summary | Epoch 28 | Loss=0.5539 | Reco=0.5539 | Nsdr=1.038 | Best=0.5539 | Bname=main
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Train Summary | Epoch 29 | Loss=0.2560 | Reco=0.2560 | Grad=0.0623
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Valid Summary | Epoch 29 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.046 | Best=0.5531 | Bname=main
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Train Summary | Epoch 30 | Loss=0.2516 | Reco=0.2516 | Grad=0.0632
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Valid Summary | Epoch 30 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.051 | Best=0.5528 | Bname=main
[2024-12-12 16:02:18,102][demucs.solver][INFO] - Train Summary | Epoch 31 | Loss=0.2559 | Reco=0.2559 | Grad=0.0586
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Valid Summary | Epoch 31 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.066 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Train Summary | Epoch 32 | Loss=0.2441 | Reco=0.2441 | Grad=0.0557
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Valid Summary | Epoch 32 | Loss=0.5525 | Reco=0.5525 | Nsdr=1.055 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Train Summary | Epoch 33 | Loss=0.2462 | Reco=0.2462 | Grad=0.0662
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Valid Summary | Epoch 33 | Loss=0.5550 | Reco=0.5550 | Nsdr=1.020 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Train Summary | Epoch 34 | Loss=0.2505 | Reco=0.2505 | Grad=0.0767
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Valid Summary | Epoch 34 | Loss=0.5558 | Reco=0.5558 | Nsdr=1.007 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Train Summary | Epoch 35 | Loss=0.2422 | Reco=0.2422 | Grad=0.0797
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Valid Summary | Epoch 35 | Loss=0.5545 | Reco=0.5545 | Nsdr=1.024 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Train Summary | Epoch 36 | Loss=0.2575 | Reco=0.2575 | Grad=0.0732
[2024-12-12 16:02:18,103][demucs.solver][INFO] - Valid Summary | Epoch 36 | Loss=0.5546 | Reco=0.5546 | Nsdr=1.026 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Train Summary | Epoch 37 | Loss=0.2452 | Reco=0.2452 | Grad=0.0598
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Valid Summary | Epoch 37 | Loss=0.5526 | Reco=0.5526 | Nsdr=1.052 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Train Summary | Epoch 38 | Loss=0.2501 | Reco=0.2501 | Grad=0.0630
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Valid Summary | Epoch 38 | Loss=0.5545 | Reco=0.5545 | Nsdr=1.024 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Train Summary | Epoch 39 | Loss=0.2545 | Reco=0.2545 | Grad=0.0595
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Valid Summary | Epoch 39 | Loss=0.5570 | Reco=0.5570 | Nsdr=0.987 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Train Summary | Epoch 40 | Loss=0.2481 | Reco=0.2481 | Grad=0.0690
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Valid Summary | Epoch 40 | Loss=0.5561 | Reco=0.5561 | Nsdr=1.000 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Test Summary | Epoch 40 | Nsdr=0.934 | Nsdr_drums=0.935 | Nsdr_bass=0.921 | Nsdr_other=0.928 | Nsdr_vocals=0.953
[2024-12-12 16:02:18,104][demucs.solver][INFO] - Train Summary | Epoch 41 | Loss=0.2451 | Reco=0.2451 | Grad=0.0653
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Valid Summary | Epoch 41 | Loss=0.5552 | Reco=0.5552 | Nsdr=1.013 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Train Summary | Epoch 42 | Loss=0.2473 | Reco=0.2473 | Grad=0.0537
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Valid Summary | Epoch 42 | Loss=0.5539 | Reco=0.5539 | Nsdr=1.032 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Train Summary | Epoch 43 | Loss=0.2534 | Reco=0.2534 | Grad=0.0729
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Valid Summary | Epoch 43 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.040 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Train Summary | Epoch 44 | Loss=0.2538 | Reco=0.2538 | Grad=0.0527
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Valid Summary | Epoch 44 | Loss=0.5533 | Reco=0.5533 | Nsdr=1.040 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Train Summary | Epoch 45 | Loss=0.2457 | Reco=0.2457 | Grad=0.0488
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Valid Summary | Epoch 45 | Loss=0.5545 | Reco=0.5545 | Nsdr=1.024 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Train Summary | Epoch 46 | Loss=0.2521 | Reco=0.2521 | Grad=0.0685
[2024-12-12 16:02:18,105][demucs.solver][INFO] - Valid Summary | Epoch 46 | Loss=0.5523 | Reco=0.5523 | Nsdr=1.055 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Train Summary | Epoch 47 | Loss=0.2500 | Reco=0.2500 | Grad=0.0636
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Valid Summary | Epoch 47 | Loss=0.5519 | Reco=0.5519 | Nsdr=1.060 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Train Summary | Epoch 48 | Loss=0.2578 | Reco=0.2578 | Grad=0.0485
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Valid Summary | Epoch 48 | Loss=0.5525 | Reco=0.5525 | Nsdr=1.051 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Train Summary | Epoch 49 | Loss=0.2449 | Reco=0.2449 | Grad=0.0461
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Valid Summary | Epoch 49 | Loss=0.5523 | Reco=0.5523 | Nsdr=1.053 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Train Summary | Epoch 50 | Loss=0.2497 | Reco=0.2497 | Grad=0.0665
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Valid Summary | Epoch 50 | Loss=0.5541 | Reco=0.5541 | Nsdr=1.027 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Train Summary | Epoch 51 | Loss=0.2402 | Reco=0.2402 | Grad=0.0489
[2024-12-12 16:02:18,106][demucs.solver][INFO] - Valid Summary | Epoch 51 | Loss=0.5548 | Reco=0.5548 | Nsdr=1.017 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Train Summary | Epoch 52 | Loss=0.2533 | Reco=0.2533 | Grad=0.0521
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Valid Summary | Epoch 52 | Loss=0.5549 | Reco=0.5549 | Nsdr=1.016 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Train Summary | Epoch 53 | Loss=0.2525 | Reco=0.2525 | Grad=0.0611
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Valid Summary | Epoch 53 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.032 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Train Summary | Epoch 54 | Loss=0.2453 | Reco=0.2453 | Grad=0.0608
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Valid Summary | Epoch 54 | Loss=0.5532 | Reco=0.5532 | Nsdr=1.039 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Train Summary | Epoch 55 | Loss=0.2573 | Reco=0.2573 | Grad=0.0691
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Valid Summary | Epoch 55 | Loss=0.5526 | Reco=0.5526 | Nsdr=1.048 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Train Summary | Epoch 56 | Loss=0.2515 | Reco=0.2515 | Grad=0.0647
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Valid Summary | Epoch 56 | Loss=0.5535 | Reco=0.5535 | Nsdr=1.035 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,107][demucs.solver][INFO] - Train Summary | Epoch 57 | Loss=0.2491 | Reco=0.2491 | Grad=0.0685
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Valid Summary | Epoch 57 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.040 | Best=0.5517 | Bname=main
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Train Summary | Epoch 58 | Loss=0.2521 | Reco=0.2521 | Grad=0.0513
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Valid Summary | Epoch 58 | Loss=0.5516 | Reco=0.5516 | Nsdr=1.061 | Best=0.5516 | Bname=main
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Train Summary | Epoch 59 | Loss=0.2460 | Reco=0.2460 | Grad=0.0565
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Valid Summary | Epoch 59 | Loss=0.5535 | Reco=0.5535 | Nsdr=1.034 | Best=0.5516 | Bname=main
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Train Summary | Epoch 60 | Loss=0.2426 | Reco=0.2426 | Grad=0.0478
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Valid Summary | Epoch 60 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.036 | Best=0.5516 | Bname=main
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Test Summary | Epoch 60 | Nsdr=0.929 | Nsdr_drums=0.928 | Nsdr_bass=0.920 | Nsdr_other=0.958 | Nsdr_vocals=0.910
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Train Summary | Epoch 61 | Loss=0.2589 | Reco=0.2589 | Grad=0.0585
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Valid Summary | Epoch 61 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.037 | Best=0.5516 | Bname=main
[2024-12-12 16:02:18,108][demucs.solver][INFO] - Train Summary | Epoch 62 | Loss=0.2445 | Reco=0.2445 | Grad=0.0683
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Valid Summary | Epoch 62 | Loss=0.5547 | Reco=0.5547 | Nsdr=1.015 | Best=0.5516 | Bname=main
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Train Summary | Epoch 63 | Loss=0.2539 | Reco=0.2539 | Grad=0.0660
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Valid Summary | Epoch 63 | Loss=0.5532 | Reco=0.5532 | Nsdr=1.042 | Best=0.5516 | Bname=main
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Train Summary | Epoch 64 | Loss=0.2424 | Reco=0.2424 | Grad=0.0578
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Valid Summary | Epoch 64 | Loss=0.5507 | Reco=0.5507 | Nsdr=1.074 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Train Summary | Epoch 65 | Loss=0.2522 | Reco=0.2522 | Grad=0.0596
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Valid Summary | Epoch 65 | Loss=0.5508 | Reco=0.5508 | Nsdr=1.072 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Train Summary | Epoch 66 | Loss=0.2506 | Reco=0.2506 | Grad=0.0553
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Valid Summary | Epoch 66 | Loss=0.5519 | Reco=0.5519 | Nsdr=1.055 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,109][demucs.solver][INFO] - Train Summary | Epoch 67 | Loss=0.2477 | Reco=0.2477 | Grad=0.0397
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Valid Summary | Epoch 67 | Loss=0.5521 | Reco=0.5521 | Nsdr=1.054 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Train Summary | Epoch 68 | Loss=0.2535 | Reco=0.2535 | Grad=0.0552
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Valid Summary | Epoch 68 | Loss=0.5512 | Reco=0.5512 | Nsdr=1.065 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Train Summary | Epoch 69 | Loss=0.2556 | Reco=0.2556 | Grad=0.0595
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Valid Summary | Epoch 69 | Loss=0.5527 | Reco=0.5527 | Nsdr=1.046 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Train Summary | Epoch 70 | Loss=0.2462 | Reco=0.2462 | Grad=0.0680
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Valid Summary | Epoch 70 | Loss=0.5523 | Reco=0.5523 | Nsdr=1.049 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Train Summary | Epoch 71 | Loss=0.2455 | Reco=0.2455 | Grad=0.0575
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Valid Summary | Epoch 71 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.055 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Train Summary | Epoch 72 | Loss=0.2512 | Reco=0.2512 | Grad=0.0533
[2024-12-12 16:02:18,110][demucs.solver][INFO] - Valid Summary | Epoch 72 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.050 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Train Summary | Epoch 73 | Loss=0.2551 | Reco=0.2551 | Grad=0.0575
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Valid Summary | Epoch 73 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.028 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Train Summary | Epoch 74 | Loss=0.2558 | Reco=0.2558 | Grad=0.0461
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Valid Summary | Epoch 74 | Loss=0.5533 | Reco=0.5533 | Nsdr=1.036 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Train Summary | Epoch 75 | Loss=0.2529 | Reco=0.2529 | Grad=0.0681
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Valid Summary | Epoch 75 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.031 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Train Summary | Epoch 76 | Loss=0.2395 | Reco=0.2395 | Grad=0.0539
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Valid Summary | Epoch 76 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.057 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Train Summary | Epoch 77 | Loss=0.2509 | Reco=0.2509 | Grad=0.0532
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Valid Summary | Epoch 77 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.032 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,111][demucs.solver][INFO] - Train Summary | Epoch 78 | Loss=0.2451 | Reco=0.2451 | Grad=0.0370
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Valid Summary | Epoch 78 | Loss=0.5525 | Reco=0.5525 | Nsdr=1.046 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Train Summary | Epoch 79 | Loss=0.2526 | Reco=0.2526 | Grad=0.0499
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Valid Summary | Epoch 79 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.050 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Train Summary | Epoch 80 | Loss=0.2489 | Reco=0.2489 | Grad=0.0414
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Valid Summary | Epoch 80 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.034 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Test Summary | Epoch 80 | Nsdr=0.940 | Nsdr_drums=0.950 | Nsdr_bass=0.905 | Nsdr_other=0.992 | Nsdr_vocals=0.910
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Train Summary | Epoch 81 | Loss=0.2507 | Reco=0.2507 | Grad=0.0551
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Valid Summary | Epoch 81 | Loss=0.5542 | Reco=0.5542 | Nsdr=1.023 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Train Summary | Epoch 82 | Loss=0.2437 | Reco=0.2437 | Grad=0.0594
[2024-12-12 16:02:18,112][demucs.solver][INFO] - Valid Summary | Epoch 82 | Loss=0.5532 | Reco=0.5532 | Nsdr=1.037 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Train Summary | Epoch 83 | Loss=0.2439 | Reco=0.2439 | Grad=0.0587
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Valid Summary | Epoch 83 | Loss=0.5541 | Reco=0.5541 | Nsdr=1.022 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Train Summary | Epoch 84 | Loss=0.2549 | Reco=0.2549 | Grad=0.0663
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Valid Summary | Epoch 84 | Loss=0.5557 | Reco=0.5557 | Nsdr=1.002 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Train Summary | Epoch 85 | Loss=0.2518 | Reco=0.2518 | Grad=0.0684
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Valid Summary | Epoch 85 | Loss=0.5530 | Reco=0.5530 | Nsdr=1.039 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Train Summary | Epoch 86 | Loss=0.2564 | Reco=0.2564 | Grad=0.0586
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Valid Summary | Epoch 86 | Loss=0.5510 | Reco=0.5510 | Nsdr=1.067 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Train Summary | Epoch 87 | Loss=0.2470 | Reco=0.2470 | Grad=0.0552
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Valid Summary | Epoch 87 | Loss=0.5539 | Reco=0.5539 | Nsdr=1.025 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,113][demucs.solver][INFO] - Train Summary | Epoch 88 | Loss=0.2414 | Reco=0.2414 | Grad=0.0503
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Valid Summary | Epoch 88 | Loss=0.5533 | Reco=0.5533 | Nsdr=1.036 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Train Summary | Epoch 89 | Loss=0.2545 | Reco=0.2545 | Grad=0.0422
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Valid Summary | Epoch 89 | Loss=0.5544 | Reco=0.5544 | Nsdr=1.020 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Train Summary | Epoch 90 | Loss=0.2561 | Reco=0.2561 | Grad=0.0411
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Valid Summary | Epoch 90 | Loss=0.5545 | Reco=0.5545 | Nsdr=1.018 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Train Summary | Epoch 91 | Loss=0.2426 | Reco=0.2426 | Grad=0.0426
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Valid Summary | Epoch 91 | Loss=0.5529 | Reco=0.5529 | Nsdr=1.042 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Train Summary | Epoch 92 | Loss=0.2541 | Reco=0.2541 | Grad=0.0346
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Valid Summary | Epoch 92 | Loss=0.5556 | Reco=0.5556 | Nsdr=1.001 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,114][demucs.solver][INFO] - Train Summary | Epoch 93 | Loss=0.2421 | Reco=0.2421 | Grad=0.0517
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Valid Summary | Epoch 93 | Loss=0.5535 | Reco=0.5535 | Nsdr=1.033 | Best=0.5507 | Bname=main
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Train Summary | Epoch 94 | Loss=0.2561 | Reco=0.2561 | Grad=0.0589
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Valid Summary | Epoch 94 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.075 | Best=0.5506 | Bname=main
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Train Summary | Epoch 95 | Loss=0.2449 | Reco=0.2449 | Grad=0.0442
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Valid Summary | Epoch 95 | Loss=0.5507 | Reco=0.5507 | Nsdr=1.074 | Best=0.5506 | Bname=main
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Train Summary | Epoch 96 | Loss=0.2453 | Reco=0.2453 | Grad=0.0468
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Valid Summary | Epoch 96 | Loss=0.5510 | Reco=0.5510 | Nsdr=1.069 | Best=0.5506 | Bname=main
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Train Summary | Epoch 97 | Loss=0.2523 | Reco=0.2523 | Grad=0.0514
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Valid Summary | Epoch 97 | Loss=0.5532 | Reco=0.5532 | Nsdr=1.037 | Best=0.5506 | Bname=main
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Train Summary | Epoch 98 | Loss=0.2525 | Reco=0.2525 | Grad=0.0428
[2024-12-12 16:02:18,115][demucs.solver][INFO] - Valid Summary | Epoch 98 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.039 | Best=0.5506 | Bname=main
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Train Summary | Epoch 99 | Loss=0.2453 | Reco=0.2453 | Grad=0.0347
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Valid Summary | Epoch 99 | Loss=0.5535 | Reco=0.5535 | Nsdr=1.033 | Best=0.5506 | Bname=main
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Train Summary | Epoch 100 | Loss=0.2453 | Reco=0.2453 | Grad=0.0509
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Valid Summary | Epoch 100 | Loss=0.5527 | Reco=0.5527 | Nsdr=1.047 | Best=0.5506 | Bname=main
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Test Summary | Epoch 100 | Nsdr=0.939 | Nsdr_drums=0.955 | Nsdr_bass=0.967 | Nsdr_other=0.919 | Nsdr_vocals=0.915
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Train Summary | Epoch 101 | Loss=0.2474 | Reco=0.2474 | Grad=0.0369
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Valid Summary | Epoch 101 | Loss=0.5516 | Reco=0.5516 | Nsdr=1.061 | Best=0.5506 | Bname=main
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Train Summary | Epoch 102 | Loss=0.2523 | Reco=0.2523 | Grad=0.0434
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Valid Summary | Epoch 102 | Loss=0.5512 | Reco=0.5512 | Nsdr=1.067 | Best=0.5506 | Bname=main
[2024-12-12 16:02:18,116][demucs.solver][INFO] - Train Summary | Epoch 103 | Loss=0.2521 | Reco=0.2521 | Grad=0.0509
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Valid Summary | Epoch 103 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.076 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Train Summary | Epoch 104 | Loss=0.2495 | Reco=0.2495 | Grad=0.0689
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Valid Summary | Epoch 104 | Loss=0.5526 | Reco=0.5526 | Nsdr=1.049 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Train Summary | Epoch 105 | Loss=0.2407 | Reco=0.2407 | Grad=0.0624
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Valid Summary | Epoch 105 | Loss=0.5542 | Reco=0.5542 | Nsdr=1.024 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Train Summary | Epoch 106 | Loss=0.2476 | Reco=0.2476 | Grad=0.0725
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Valid Summary | Epoch 106 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.061 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Train Summary | Epoch 107 | Loss=0.2521 | Reco=0.2521 | Grad=0.0561
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Valid Summary | Epoch 107 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.074 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Train Summary | Epoch 108 | Loss=0.2428 | Reco=0.2428 | Grad=0.0393
[2024-12-12 16:02:18,117][demucs.solver][INFO] - Valid Summary | Epoch 108 | Loss=0.5525 | Reco=0.5525 | Nsdr=1.048 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,118][demucs.solver][INFO] - Train Summary | Epoch 109 | Loss=0.2601 | Reco=0.2601 | Grad=0.0557
[2024-12-12 16:02:18,118][demucs.solver][INFO] - Valid Summary | Epoch 109 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.059 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,118][demucs.solver][INFO] - Train Summary | Epoch 110 | Loss=0.2438 | Reco=0.2438 | Grad=0.0458
[2024-12-12 16:02:18,118][demucs.solver][INFO] - Valid Summary | Epoch 110 | Loss=0.5516 | Reco=0.5516 | Nsdr=1.063 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,118][demucs.solver][INFO] - Train Summary | Epoch 111 | Loss=0.2478 | Reco=0.2478 | Grad=0.0484
[2024-12-12 16:02:18,118][demucs.solver][INFO] - Valid Summary | Epoch 111 | Loss=0.5510 | Reco=0.5510 | Nsdr=1.070 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,118][demucs.solver][INFO] - Train Summary | Epoch 112 | Loss=0.2559 | Reco=0.2559 | Grad=0.0527
[2024-12-12 16:02:18,118][demucs.solver][INFO] - Valid Summary | Epoch 112 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.074 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,118][demucs.solver][INFO] - Train Summary | Epoch 113 | Loss=0.2647 | Reco=0.2647 | Grad=0.0565
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Valid Summary | Epoch 113 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.076 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Train Summary | Epoch 114 | Loss=0.2555 | Reco=0.2555 | Grad=0.0542
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Valid Summary | Epoch 114 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.055 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Train Summary | Epoch 115 | Loss=0.2547 | Reco=0.2547 | Grad=0.0607
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Valid Summary | Epoch 115 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.041 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Train Summary | Epoch 116 | Loss=0.2461 | Reco=0.2461 | Grad=0.0674
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Valid Summary | Epoch 116 | Loss=0.5536 | Reco=0.5536 | Nsdr=1.033 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Train Summary | Epoch 117 | Loss=0.2456 | Reco=0.2456 | Grad=0.0457
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Valid Summary | Epoch 117 | Loss=0.5524 | Reco=0.5524 | Nsdr=1.049 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,119][demucs.solver][INFO] - Train Summary | Epoch 118 | Loss=0.2499 | Reco=0.2499 | Grad=0.0603
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Valid Summary | Epoch 118 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.028 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Train Summary | Epoch 119 | Loss=0.2516 | Reco=0.2516 | Grad=0.0653
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Valid Summary | Epoch 119 | Loss=0.5530 | Reco=0.5530 | Nsdr=1.041 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Train Summary | Epoch 120 | Loss=0.2462 | Reco=0.2462 | Grad=0.0474
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Valid Summary | Epoch 120 | Loss=0.5524 | Reco=0.5524 | Nsdr=1.048 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Test Summary | Epoch 120 | Nsdr=0.942 | Nsdr_drums=0.948 | Nsdr_bass=0.960 | Nsdr_other=0.911 | Nsdr_vocals=0.950
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Train Summary | Epoch 121 | Loss=0.2461 | Reco=0.2461 | Grad=0.0686
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Valid Summary | Epoch 121 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.075 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Train Summary | Epoch 122 | Loss=0.2573 | Reco=0.2573 | Grad=0.0712
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Valid Summary | Epoch 122 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.031 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,120][demucs.solver][INFO] - Train Summary | Epoch 123 | Loss=0.2455 | Reco=0.2455 | Grad=0.0529
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Valid Summary | Epoch 123 | Loss=0.5526 | Reco=0.5526 | Nsdr=1.047 | Best=0.5505 | Bname=main
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Train Summary | Epoch 124 | Loss=0.2479 | Reco=0.2479 | Grad=0.0479
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Valid Summary | Epoch 124 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.084 | Best=0.5500 | Bname=main
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Train Summary | Epoch 125 | Loss=0.2490 | Reco=0.2490 | Grad=0.0505
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Valid Summary | Epoch 125 | Loss=0.5504 | Reco=0.5504 | Nsdr=1.080 | Best=0.5500 | Bname=main
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Train Summary | Epoch 126 | Loss=0.2555 | Reco=0.2555 | Grad=0.0593
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Valid Summary | Epoch 126 | Loss=0.5496 | Reco=0.5496 | Nsdr=1.092 | Best=0.5496 | Bname=main
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Train Summary | Epoch 127 | Loss=0.2490 | Reco=0.2490 | Grad=0.0712
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Valid Summary | Epoch 127 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.108 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Train Summary | Epoch 128 | Loss=0.2446 | Reco=0.2446 | Grad=0.0649
[2024-12-12 16:02:18,121][demucs.solver][INFO] - Valid Summary | Epoch 128 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.104 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Train Summary | Epoch 129 | Loss=0.2512 | Reco=0.2512 | Grad=0.0501
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Valid Summary | Epoch 129 | Loss=0.5503 | Reco=0.5503 | Nsdr=1.078 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Train Summary | Epoch 130 | Loss=0.2512 | Reco=0.2512 | Grad=0.0330
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Valid Summary | Epoch 130 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.082 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Train Summary | Epoch 131 | Loss=0.2572 | Reco=0.2572 | Grad=0.0629
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Valid Summary | Epoch 131 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.042 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Train Summary | Epoch 132 | Loss=0.2482 | Reco=0.2482 | Grad=0.0464
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Valid Summary | Epoch 132 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.064 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Train Summary | Epoch 133 | Loss=0.2474 | Reco=0.2474 | Grad=0.0427
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Valid Summary | Epoch 133 | Loss=0.5520 | Reco=0.5520 | Nsdr=1.058 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,122][demucs.solver][INFO] - Train Summary | Epoch 134 | Loss=0.2455 | Reco=0.2455 | Grad=0.0564
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Valid Summary | Epoch 134 | Loss=0.5513 | Reco=0.5513 | Nsdr=1.066 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Train Summary | Epoch 135 | Loss=0.2444 | Reco=0.2444 | Grad=0.0604
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Valid Summary | Epoch 135 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.044 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Train Summary | Epoch 136 | Loss=0.2479 | Reco=0.2479 | Grad=0.0555
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Valid Summary | Epoch 136 | Loss=0.5521 | Reco=0.5521 | Nsdr=1.056 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Train Summary | Epoch 137 | Loss=0.2423 | Reco=0.2423 | Grad=0.0507
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Valid Summary | Epoch 137 | Loss=0.5514 | Reco=0.5514 | Nsdr=1.068 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Train Summary | Epoch 138 | Loss=0.2521 | Reco=0.2521 | Grad=0.0483
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Valid Summary | Epoch 138 | Loss=0.5509 | Reco=0.5509 | Nsdr=1.074 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,123][demucs.solver][INFO] - Train Summary | Epoch 139 | Loss=0.2449 | Reco=0.2449 | Grad=0.0497
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Valid Summary | Epoch 139 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.047 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Train Summary | Epoch 140 | Loss=0.2570 | Reco=0.2570 | Grad=0.0499
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Valid Summary | Epoch 140 | Loss=0.5492 | Reco=0.5492 | Nsdr=1.097 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Test Summary | Epoch 140 | Nsdr=0.968 | Nsdr_drums=0.920 | Nsdr_bass=0.952 | Nsdr_other=1.014 | Nsdr_vocals=0.984
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Train Summary | Epoch 141 | Loss=0.2441 | Reco=0.2441 | Grad=0.0500
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Valid Summary | Epoch 141 | Loss=0.5492 | Reco=0.5492 | Nsdr=1.099 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Train Summary | Epoch 142 | Loss=0.2505 | Reco=0.2505 | Grad=0.0617
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Valid Summary | Epoch 142 | Loss=0.5516 | Reco=0.5516 | Nsdr=1.067 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Train Summary | Epoch 143 | Loss=0.2502 | Reco=0.2502 | Grad=0.0636
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Valid Summary | Epoch 143 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.040 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,124][demucs.solver][INFO] - Train Summary | Epoch 144 | Loss=0.2485 | Reco=0.2485 | Grad=0.0640
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Valid Summary | Epoch 144 | Loss=0.5524 | Reco=0.5524 | Nsdr=1.049 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Train Summary | Epoch 145 | Loss=0.2475 | Reco=0.2475 | Grad=0.0520
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Valid Summary | Epoch 145 | Loss=0.5507 | Reco=0.5507 | Nsdr=1.077 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Train Summary | Epoch 146 | Loss=0.2562 | Reco=0.2562 | Grad=0.0605
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Valid Summary | Epoch 146 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.062 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Train Summary | Epoch 147 | Loss=0.2539 | Reco=0.2539 | Grad=0.0631
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Valid Summary | Epoch 147 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.057 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Train Summary | Epoch 148 | Loss=0.2493 | Reco=0.2493 | Grad=0.0587
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Valid Summary | Epoch 148 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.081 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Train Summary | Epoch 149 | Loss=0.2545 | Reco=0.2545 | Grad=0.0449
[2024-12-12 16:02:18,125][demucs.solver][INFO] - Valid Summary | Epoch 149 | Loss=0.5504 | Reco=0.5504 | Nsdr=1.085 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Train Summary | Epoch 150 | Loss=0.2477 | Reco=0.2477 | Grad=0.0648
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Valid Summary | Epoch 150 | Loss=0.5497 | Reco=0.5497 | Nsdr=1.092 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Train Summary | Epoch 151 | Loss=0.2467 | Reco=0.2467 | Grad=0.0547
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Valid Summary | Epoch 151 | Loss=0.5497 | Reco=0.5497 | Nsdr=1.097 | Best=0.5486 | Bname=main
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Train Summary | Epoch 152 | Loss=0.2533 | Reco=0.2533 | Grad=0.0733
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Valid Summary | Epoch 152 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.125 | Best=0.5474 | Bname=main
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Train Summary | Epoch 153 | Loss=0.2492 | Reco=0.2492 | Grad=0.0626
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Valid Summary | Epoch 153 | Loss=0.5452 | Reco=0.5452 | Nsdr=1.158 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Train Summary | Epoch 154 | Loss=0.2474 | Reco=0.2474 | Grad=0.0577
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Valid Summary | Epoch 154 | Loss=0.5472 | Reco=0.5472 | Nsdr=1.132 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,126][demucs.solver][INFO] - Train Summary | Epoch 155 | Loss=0.2515 | Reco=0.2515 | Grad=0.0677
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Valid Summary | Epoch 155 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.121 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Train Summary | Epoch 156 | Loss=0.2542 | Reco=0.2542 | Grad=0.0490
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Valid Summary | Epoch 156 | Loss=0.5497 | Reco=0.5497 | Nsdr=1.098 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Train Summary | Epoch 157 | Loss=0.2518 | Reco=0.2518 | Grad=0.0636
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Valid Summary | Epoch 157 | Loss=0.5505 | Reco=0.5505 | Nsdr=1.082 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Train Summary | Epoch 158 | Loss=0.2542 | Reco=0.2542 | Grad=0.0616
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Valid Summary | Epoch 158 | Loss=0.5493 | Reco=0.5493 | Nsdr=1.100 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Train Summary | Epoch 159 | Loss=0.2550 | Reco=0.2550 | Grad=0.0515
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Valid Summary | Epoch 159 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.117 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Train Summary | Epoch 160 | Loss=0.2520 | Reco=0.2520 | Grad=0.0630
[2024-12-12 16:02:18,127][demucs.solver][INFO] - Valid Summary | Epoch 160 | Loss=0.5489 | Reco=0.5489 | Nsdr=1.101 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Test Summary | Epoch 160 | Nsdr=1.011 | Nsdr_drums=0.998 | Nsdr_bass=1.021 | Nsdr_other=1.017 | Nsdr_vocals=1.007
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Train Summary | Epoch 161 | Loss=0.2570 | Reco=0.2570 | Grad=0.0520
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Valid Summary | Epoch 161 | Loss=0.5492 | Reco=0.5492 | Nsdr=1.104 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Train Summary | Epoch 162 | Loss=0.2509 | Reco=0.2509 | Grad=0.0737
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Valid Summary | Epoch 162 | Loss=0.5519 | Reco=0.5519 | Nsdr=1.066 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Train Summary | Epoch 163 | Loss=0.2466 | Reco=0.2466 | Grad=0.0911
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Valid Summary | Epoch 163 | Loss=0.5498 | Reco=0.5498 | Nsdr=1.093 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Train Summary | Epoch 164 | Loss=0.2526 | Reco=0.2526 | Grad=0.0490
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Valid Summary | Epoch 164 | Loss=0.5485 | Reco=0.5485 | Nsdr=1.109 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Train Summary | Epoch 165 | Loss=0.2514 | Reco=0.2514 | Grad=0.0682
[2024-12-12 16:02:18,128][demucs.solver][INFO] - Valid Summary | Epoch 165 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.130 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Train Summary | Epoch 166 | Loss=0.2529 | Reco=0.2529 | Grad=0.0613
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Valid Summary | Epoch 166 | Loss=0.5479 | Reco=0.5479 | Nsdr=1.128 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Train Summary | Epoch 167 | Loss=0.2544 | Reco=0.2544 | Grad=0.0647
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Valid Summary | Epoch 167 | Loss=0.5461 | Reco=0.5461 | Nsdr=1.145 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Train Summary | Epoch 168 | Loss=0.2535 | Reco=0.2535 | Grad=0.0661
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Valid Summary | Epoch 168 | Loss=0.5487 | Reco=0.5487 | Nsdr=1.115 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Train Summary | Epoch 169 | Loss=0.2495 | Reco=0.2495 | Grad=0.0775
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Valid Summary | Epoch 169 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.091 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Train Summary | Epoch 170 | Loss=0.2430 | Reco=0.2430 | Grad=0.0750
[2024-12-12 16:02:18,129][demucs.solver][INFO] - Valid Summary | Epoch 170 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.112 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Train Summary | Epoch 171 | Loss=0.2397 | Reco=0.2397 | Grad=0.0610
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Valid Summary | Epoch 171 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.073 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Train Summary | Epoch 172 | Loss=0.2510 | Reco=0.2510 | Grad=0.0447
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Valid Summary | Epoch 172 | Loss=0.5480 | Reco=0.5480 | Nsdr=1.120 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Train Summary | Epoch 173 | Loss=0.2436 | Reco=0.2436 | Grad=0.0725
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Valid Summary | Epoch 173 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.110 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Train Summary | Epoch 174 | Loss=0.2470 | Reco=0.2470 | Grad=0.0632
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Valid Summary | Epoch 174 | Loss=0.5481 | Reco=0.5481 | Nsdr=1.120 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Train Summary | Epoch 175 | Loss=0.2460 | Reco=0.2460 | Grad=0.0619
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Valid Summary | Epoch 175 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.060 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,130][demucs.solver][INFO] - Train Summary | Epoch 176 | Loss=0.2560 | Reco=0.2560 | Grad=0.0873
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Valid Summary | Epoch 176 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.069 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Train Summary | Epoch 177 | Loss=0.2445 | Reco=0.2445 | Grad=0.0675
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Valid Summary | Epoch 177 | Loss=0.5491 | Reco=0.5491 | Nsdr=1.102 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Train Summary | Epoch 178 | Loss=0.2581 | Reco=0.2581 | Grad=0.0584
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Valid Summary | Epoch 178 | Loss=0.5489 | Reco=0.5489 | Nsdr=1.109 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Train Summary | Epoch 179 | Loss=0.2496 | Reco=0.2496 | Grad=0.0657
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Valid Summary | Epoch 179 | Loss=0.5513 | Reco=0.5513 | Nsdr=1.079 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Train Summary | Epoch 180 | Loss=0.2525 | Reco=0.2525 | Grad=0.0635
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Valid Summary | Epoch 180 | Loss=0.5534 | Reco=0.5534 | Nsdr=1.050 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,131][demucs.solver][INFO] - Test Summary | Epoch 180 | Nsdr=1.011 | Nsdr_drums=0.998 | Nsdr_bass=1.021 | Nsdr_other=1.017 | Nsdr_vocals=1.007
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Train Summary | Epoch 181 | Loss=0.2539 | Reco=0.2539 | Grad=0.0746
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Valid Summary | Epoch 181 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.091 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Train Summary | Epoch 182 | Loss=0.2465 | Reco=0.2465 | Grad=0.0777
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Valid Summary | Epoch 182 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.092 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Train Summary | Epoch 183 | Loss=0.2482 | Reco=0.2482 | Grad=0.0777
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Valid Summary | Epoch 183 | Loss=0.5475 | Reco=0.5475 | Nsdr=1.135 | Best=0.5452 | Bname=main
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Train Summary | Epoch 184 | Loss=0.2521 | Reco=0.2521 | Grad=0.0739
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Valid Summary | Epoch 184 | Loss=0.5446 | Reco=0.5446 | Nsdr=1.172 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Train Summary | Epoch 185 | Loss=0.2415 | Reco=0.2415 | Grad=0.0781
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Valid Summary | Epoch 185 | Loss=0.5487 | Reco=0.5487 | Nsdr=1.111 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,132][demucs.solver][INFO] - Train Summary | Epoch 186 | Loss=0.2536 | Reco=0.2536 | Grad=0.0801
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Valid Summary | Epoch 186 | Loss=0.5489 | Reco=0.5489 | Nsdr=1.111 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Train Summary | Epoch 187 | Loss=0.2485 | Reco=0.2485 | Grad=0.0735
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Valid Summary | Epoch 187 | Loss=0.5495 | Reco=0.5495 | Nsdr=1.101 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Train Summary | Epoch 188 | Loss=0.2399 | Reco=0.2399 | Grad=0.0864
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Valid Summary | Epoch 188 | Loss=0.5517 | Reco=0.5517 | Nsdr=1.075 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Train Summary | Epoch 189 | Loss=0.2473 | Reco=0.2473 | Grad=0.0745
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Valid Summary | Epoch 189 | Loss=0.5531 | Reco=0.5531 | Nsdr=1.052 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Train Summary | Epoch 190 | Loss=0.2490 | Reco=0.2490 | Grad=0.0653
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Valid Summary | Epoch 190 | Loss=0.5484 | Reco=0.5484 | Nsdr=1.117 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,133][demucs.solver][INFO] - Train Summary | Epoch 191 | Loss=0.2483 | Reco=0.2483 | Grad=0.0974
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Valid Summary | Epoch 191 | Loss=0.5508 | Reco=0.5508 | Nsdr=1.086 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Train Summary | Epoch 192 | Loss=0.2439 | Reco=0.2439 | Grad=0.1001
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Valid Summary | Epoch 192 | Loss=0.5493 | Reco=0.5493 | Nsdr=1.107 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Train Summary | Epoch 193 | Loss=0.2598 | Reco=0.2598 | Grad=0.0644
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Valid Summary | Epoch 193 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.096 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Train Summary | Epoch 194 | Loss=0.2436 | Reco=0.2436 | Grad=0.0627
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Valid Summary | Epoch 194 | Loss=0.5494 | Reco=0.5494 | Nsdr=1.108 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Train Summary | Epoch 195 | Loss=0.2467 | Reco=0.2467 | Grad=0.0985
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Valid Summary | Epoch 195 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.069 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,134][demucs.solver][INFO] - Train Summary | Epoch 196 | Loss=0.2547 | Reco=0.2547 | Grad=0.0802
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Valid Summary | Epoch 196 | Loss=0.5487 | Reco=0.5487 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Train Summary | Epoch 197 | Loss=0.2400 | Reco=0.2400 | Grad=0.0681
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Valid Summary | Epoch 197 | Loss=0.5512 | Reco=0.5512 | Nsdr=1.083 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Train Summary | Epoch 198 | Loss=0.2517 | Reco=0.2517 | Grad=0.0744
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Valid Summary | Epoch 198 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.092 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Train Summary | Epoch 199 | Loss=0.2505 | Reco=0.2505 | Grad=0.0719
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Valid Summary | Epoch 199 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.097 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Train Summary | Epoch 200 | Loss=0.2504 | Reco=0.2504 | Grad=0.0875
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Valid Summary | Epoch 200 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Test Summary | Epoch 200 | Nsdr=1.021 | Nsdr_drums=1.059 | Nsdr_bass=1.006 | Nsdr_other=0.991 | Nsdr_vocals=1.030
[2024-12-12 16:02:18,135][demucs.solver][INFO] - Train Summary | Epoch 201 | Loss=0.2487 | Reco=0.2487 | Grad=0.0546
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Valid Summary | Epoch 201 | Loss=0.5471 | Reco=0.5471 | Nsdr=1.132 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Train Summary | Epoch 202 | Loss=0.2452 | Reco=0.2452 | Grad=0.0920
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Valid Summary | Epoch 202 | Loss=0.5460 | Reco=0.5460 | Nsdr=1.152 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Train Summary | Epoch 203 | Loss=0.2503 | Reco=0.2503 | Grad=0.0838
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Valid Summary | Epoch 203 | Loss=0.5463 | Reco=0.5463 | Nsdr=1.148 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Train Summary | Epoch 204 | Loss=0.2478 | Reco=0.2478 | Grad=0.0916
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Valid Summary | Epoch 204 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.139 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Train Summary | Epoch 205 | Loss=0.2540 | Reco=0.2540 | Grad=0.1225
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Valid Summary | Epoch 205 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.097 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Train Summary | Epoch 206 | Loss=0.2464 | Reco=0.2464 | Grad=0.0841
[2024-12-12 16:02:18,136][demucs.solver][INFO] - Valid Summary | Epoch 206 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.093 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Train Summary | Epoch 207 | Loss=0.2493 | Reco=0.2493 | Grad=0.0878
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Valid Summary | Epoch 207 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.111 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Train Summary | Epoch 208 | Loss=0.2515 | Reco=0.2515 | Grad=0.0942
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Valid Summary | Epoch 208 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.131 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Train Summary | Epoch 209 | Loss=0.2498 | Reco=0.2498 | Grad=0.0801
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Valid Summary | Epoch 209 | Loss=0.5479 | Reco=0.5479 | Nsdr=1.127 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Train Summary | Epoch 210 | Loss=0.2453 | Reco=0.2453 | Grad=0.0812
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Valid Summary | Epoch 210 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.131 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Train Summary | Epoch 211 | Loss=0.2490 | Reco=0.2490 | Grad=0.0852
[2024-12-12 16:02:18,137][demucs.solver][INFO] - Valid Summary | Epoch 211 | Loss=0.5492 | Reco=0.5492 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Train Summary | Epoch 212 | Loss=0.2569 | Reco=0.2569 | Grad=0.0881
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Valid Summary | Epoch 212 | Loss=0.5475 | Reco=0.5475 | Nsdr=1.131 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Train Summary | Epoch 213 | Loss=0.2508 | Reco=0.2508 | Grad=0.1057
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Valid Summary | Epoch 213 | Loss=0.5475 | Reco=0.5475 | Nsdr=1.134 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Train Summary | Epoch 214 | Loss=0.2426 | Reco=0.2426 | Grad=0.1228
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Valid Summary | Epoch 214 | Loss=0.5462 | Reco=0.5462 | Nsdr=1.150 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Train Summary | Epoch 215 | Loss=0.2605 | Reco=0.2605 | Grad=0.1012
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Valid Summary | Epoch 215 | Loss=0.5491 | Reco=0.5491 | Nsdr=1.112 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Train Summary | Epoch 216 | Loss=0.2475 | Reco=0.2475 | Grad=0.0972
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Valid Summary | Epoch 216 | Loss=0.5482 | Reco=0.5482 | Nsdr=1.124 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,138][demucs.solver][INFO] - Train Summary | Epoch 217 | Loss=0.2536 | Reco=0.2536 | Grad=0.0741
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Valid Summary | Epoch 217 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.110 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Train Summary | Epoch 218 | Loss=0.2543 | Reco=0.2543 | Grad=0.0910
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Valid Summary | Epoch 218 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.131 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Train Summary | Epoch 219 | Loss=0.2577 | Reco=0.2577 | Grad=0.0919
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Valid Summary | Epoch 219 | Loss=0.5484 | Reco=0.5484 | Nsdr=1.121 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Train Summary | Epoch 220 | Loss=0.2581 | Reco=0.2581 | Grad=0.1276
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Valid Summary | Epoch 220 | Loss=0.5472 | Reco=0.5472 | Nsdr=1.136 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Test Summary | Epoch 220 | Nsdr=1.022 | Nsdr_drums=1.060 | Nsdr_bass=1.006 | Nsdr_other=0.991 | Nsdr_vocals=1.030
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Train Summary | Epoch 221 | Loss=0.2445 | Reco=0.2445 | Grad=0.0992
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Valid Summary | Epoch 221 | Loss=0.5495 | Reco=0.5495 | Nsdr=1.105 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,139][demucs.solver][INFO] - Train Summary | Epoch 222 | Loss=0.2496 | Reco=0.2496 | Grad=0.1081
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Valid Summary | Epoch 222 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.134 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Train Summary | Epoch 223 | Loss=0.2510 | Reco=0.2510 | Grad=0.0893
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Valid Summary | Epoch 223 | Loss=0.5471 | Reco=0.5471 | Nsdr=1.133 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Train Summary | Epoch 224 | Loss=0.2461 | Reco=0.2461 | Grad=0.1046
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Valid Summary | Epoch 224 | Loss=0.5469 | Reco=0.5469 | Nsdr=1.146 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Train Summary | Epoch 225 | Loss=0.2522 | Reco=0.2522 | Grad=0.0940
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Valid Summary | Epoch 225 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.104 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Train Summary | Epoch 226 | Loss=0.2426 | Reco=0.2426 | Grad=0.0739
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Valid Summary | Epoch 226 | Loss=0.5476 | Reco=0.5476 | Nsdr=1.127 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Train Summary | Epoch 227 | Loss=0.2438 | Reco=0.2438 | Grad=0.1145
[2024-12-12 16:02:18,140][demucs.solver][INFO] - Valid Summary | Epoch 227 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.132 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Train Summary | Epoch 228 | Loss=0.2462 | Reco=0.2462 | Grad=0.0852
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Valid Summary | Epoch 228 | Loss=0.5464 | Reco=0.5464 | Nsdr=1.143 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Train Summary | Epoch 229 | Loss=0.2489 | Reco=0.2489 | Grad=0.0849
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Valid Summary | Epoch 229 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.119 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Train Summary | Epoch 230 | Loss=0.2461 | Reco=0.2461 | Grad=0.0722
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Valid Summary | Epoch 230 | Loss=0.5501 | Reco=0.5501 | Nsdr=1.101 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Train Summary | Epoch 231 | Loss=0.2534 | Reco=0.2534 | Grad=0.1480
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Valid Summary | Epoch 231 | Loss=0.5469 | Reco=0.5469 | Nsdr=1.143 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Train Summary | Epoch 232 | Loss=0.2555 | Reco=0.2555 | Grad=0.0999
[2024-12-12 16:02:18,141][demucs.solver][INFO] - Valid Summary | Epoch 232 | Loss=0.5470 | Reco=0.5470 | Nsdr=1.139 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Train Summary | Epoch 233 | Loss=0.2479 | Reco=0.2479 | Grad=0.1046
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Valid Summary | Epoch 233 | Loss=0.5514 | Reco=0.5514 | Nsdr=1.076 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Train Summary | Epoch 234 | Loss=0.2452 | Reco=0.2452 | Grad=0.1458
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Valid Summary | Epoch 234 | Loss=0.5496 | Reco=0.5496 | Nsdr=1.104 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Train Summary | Epoch 235 | Loss=0.2455 | Reco=0.2455 | Grad=0.1097
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Valid Summary | Epoch 235 | Loss=0.5494 | Reco=0.5494 | Nsdr=1.104 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Train Summary | Epoch 236 | Loss=0.2513 | Reco=0.2513 | Grad=0.1020
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Valid Summary | Epoch 236 | Loss=0.5499 | Reco=0.5499 | Nsdr=1.100 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Train Summary | Epoch 237 | Loss=0.2484 | Reco=0.2484 | Grad=0.0929
[2024-12-12 16:02:18,142][demucs.solver][INFO] - Valid Summary | Epoch 237 | Loss=0.5522 | Reco=0.5522 | Nsdr=1.069 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Train Summary | Epoch 238 | Loss=0.2476 | Reco=0.2476 | Grad=0.1063
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Valid Summary | Epoch 238 | Loss=0.5501 | Reco=0.5501 | Nsdr=1.094 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Train Summary | Epoch 239 | Loss=0.2526 | Reco=0.2526 | Grad=0.0733
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Valid Summary | Epoch 239 | Loss=0.5485 | Reco=0.5485 | Nsdr=1.116 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Train Summary | Epoch 240 | Loss=0.2449 | Reco=0.2449 | Grad=0.0871
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Valid Summary | Epoch 240 | Loss=0.5448 | Reco=0.5448 | Nsdr=1.170 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Test Summary | Epoch 240 | Nsdr=1.022 | Nsdr_drums=1.060 | Nsdr_bass=1.006 | Nsdr_other=0.991 | Nsdr_vocals=1.030
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Train Summary | Epoch 241 | Loss=0.2508 | Reco=0.2508 | Grad=0.0852
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Valid Summary | Epoch 241 | Loss=0.5467 | Reco=0.5467 | Nsdr=1.143 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,143][demucs.solver][INFO] - Train Summary | Epoch 242 | Loss=0.2504 | Reco=0.2504 | Grad=0.1042
[2024-12-12 16:02:18,144][demucs.solver][INFO] - Valid Summary | Epoch 242 | Loss=0.5459 | Reco=0.5459 | Nsdr=1.159 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,144][demucs.solver][INFO] - Train Summary | Epoch 243 | Loss=0.2484 | Reco=0.2484 | Grad=0.1142
[2024-12-12 16:02:18,144][demucs.solver][INFO] - Valid Summary | Epoch 243 | Loss=0.5498 | Reco=0.5498 | Nsdr=1.102 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,144][demucs.solver][INFO] - Train Summary | Epoch 244 | Loss=0.2376 | Reco=0.2376 | Grad=0.0855
[2024-12-12 16:02:18,144][demucs.solver][INFO] - Valid Summary | Epoch 244 | Loss=0.5451 | Reco=0.5451 | Nsdr=1.167 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,144][demucs.solver][INFO] - Train Summary | Epoch 245 | Loss=0.2579 | Reco=0.2579 | Grad=0.0983
[2024-12-12 16:02:18,144][demucs.solver][INFO] - Valid Summary | Epoch 245 | Loss=0.5478 | Reco=0.5478 | Nsdr=1.117 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,144][demucs.solver][INFO] - Train Summary | Epoch 246 | Loss=0.2500 | Reco=0.2500 | Grad=0.1186
[2024-12-12 16:02:18,144][demucs.solver][INFO] - Valid Summary | Epoch 246 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.095 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Train Summary | Epoch 247 | Loss=0.2459 | Reco=0.2459 | Grad=0.1109
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Valid Summary | Epoch 247 | Loss=0.5495 | Reco=0.5495 | Nsdr=1.107 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Train Summary | Epoch 248 | Loss=0.2508 | Reco=0.2508 | Grad=0.1062
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Valid Summary | Epoch 248 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.097 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Train Summary | Epoch 249 | Loss=0.2504 | Reco=0.2504 | Grad=0.1202
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Valid Summary | Epoch 249 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Train Summary | Epoch 250 | Loss=0.2478 | Reco=0.2478 | Grad=0.1370
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Valid Summary | Epoch 250 | Loss=0.5493 | Reco=0.5493 | Nsdr=1.103 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Train Summary | Epoch 251 | Loss=0.2463 | Reco=0.2463 | Grad=0.1406
[2024-12-12 16:02:18,145][demucs.solver][INFO] - Valid Summary | Epoch 251 | Loss=0.5515 | Reco=0.5515 | Nsdr=1.082 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Train Summary | Epoch 252 | Loss=0.2446 | Reco=0.2446 | Grad=0.0859
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Valid Summary | Epoch 252 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.122 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Train Summary | Epoch 253 | Loss=0.2507 | Reco=0.2507 | Grad=0.0832
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Valid Summary | Epoch 253 | Loss=0.5459 | Reco=0.5459 | Nsdr=1.155 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Train Summary | Epoch 254 | Loss=0.2502 | Reco=0.2502 | Grad=0.0751
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Valid Summary | Epoch 254 | Loss=0.5460 | Reco=0.5460 | Nsdr=1.156 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Train Summary | Epoch 255 | Loss=0.2524 | Reco=0.2524 | Grad=0.0974
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Valid Summary | Epoch 255 | Loss=0.5478 | Reco=0.5478 | Nsdr=1.127 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Train Summary | Epoch 256 | Loss=0.2553 | Reco=0.2553 | Grad=0.1126
[2024-12-12 16:02:18,146][demucs.solver][INFO] - Valid Summary | Epoch 256 | Loss=0.5512 | Reco=0.5512 | Nsdr=1.090 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Train Summary | Epoch 257 | Loss=0.2505 | Reco=0.2505 | Grad=0.1117
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Valid Summary | Epoch 257 | Loss=0.5488 | Reco=0.5488 | Nsdr=1.113 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Train Summary | Epoch 258 | Loss=0.2477 | Reco=0.2477 | Grad=0.1163
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Valid Summary | Epoch 258 | Loss=0.5508 | Reco=0.5508 | Nsdr=1.090 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Train Summary | Epoch 259 | Loss=0.2574 | Reco=0.2574 | Grad=0.1096
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Valid Summary | Epoch 259 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.118 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Train Summary | Epoch 260 | Loss=0.2511 | Reco=0.2511 | Grad=0.1241
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Valid Summary | Epoch 260 | Loss=0.5469 | Reco=0.5469 | Nsdr=1.139 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Test Summary | Epoch 260 | Nsdr=1.022 | Nsdr_drums=1.059 | Nsdr_bass=1.006 | Nsdr_other=0.991 | Nsdr_vocals=1.030
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Train Summary | Epoch 261 | Loss=0.2494 | Reco=0.2494 | Grad=0.1237
[2024-12-12 16:02:18,147][demucs.solver][INFO] - Valid Summary | Epoch 261 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.165 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Train Summary | Epoch 262 | Loss=0.2623 | Reco=0.2623 | Grad=0.1413
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Valid Summary | Epoch 262 | Loss=0.5454 | Reco=0.5454 | Nsdr=1.158 | Best=0.5446 | Bname=main
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Train Summary | Epoch 263 | Loss=0.2431 | Reco=0.2431 | Grad=0.1506
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Valid Summary | Epoch 263 | Loss=0.5438 | Reco=0.5438 | Nsdr=1.184 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Train Summary | Epoch 264 | Loss=0.2581 | Reco=0.2581 | Grad=0.1156
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Valid Summary | Epoch 264 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.127 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Train Summary | Epoch 265 | Loss=0.2592 | Reco=0.2592 | Grad=0.1506
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Valid Summary | Epoch 265 | Loss=0.5468 | Reco=0.5468 | Nsdr=1.148 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Train Summary | Epoch 266 | Loss=0.2472 | Reco=0.2472 | Grad=0.1372
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Valid Summary | Epoch 266 | Loss=0.5464 | Reco=0.5464 | Nsdr=1.134 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,148][demucs.solver][INFO] - Train Summary | Epoch 267 | Loss=0.2499 | Reco=0.2499 | Grad=0.1196
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Valid Summary | Epoch 267 | Loss=0.5481 | Reco=0.5481 | Nsdr=1.132 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Train Summary | Epoch 268 | Loss=0.2505 | Reco=0.2505 | Grad=0.0914
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Valid Summary | Epoch 268 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.125 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Train Summary | Epoch 269 | Loss=0.2474 | Reco=0.2474 | Grad=0.1046
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Valid Summary | Epoch 269 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.156 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Train Summary | Epoch 270 | Loss=0.2476 | Reco=0.2476 | Grad=0.0959
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Valid Summary | Epoch 270 | Loss=0.5463 | Reco=0.5463 | Nsdr=1.147 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Train Summary | Epoch 271 | Loss=0.2512 | Reco=0.2512 | Grad=0.1157
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Valid Summary | Epoch 271 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.128 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Train Summary | Epoch 272 | Loss=0.2471 | Reco=0.2471 | Grad=0.1365
[2024-12-12 16:02:18,149][demucs.solver][INFO] - Valid Summary | Epoch 272 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.132 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Train Summary | Epoch 273 | Loss=0.2512 | Reco=0.2512 | Grad=0.1297
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Valid Summary | Epoch 273 | Loss=0.5456 | Reco=0.5456 | Nsdr=1.142 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Train Summary | Epoch 274 | Loss=0.2480 | Reco=0.2480 | Grad=0.1442
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Valid Summary | Epoch 274 | Loss=0.5479 | Reco=0.5479 | Nsdr=1.129 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Train Summary | Epoch 275 | Loss=0.2530 | Reco=0.2530 | Grad=0.1215
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Valid Summary | Epoch 275 | Loss=0.5457 | Reco=0.5457 | Nsdr=1.152 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Train Summary | Epoch 276 | Loss=0.2537 | Reco=0.2537 | Grad=0.1002
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Valid Summary | Epoch 276 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.154 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Train Summary | Epoch 277 | Loss=0.2590 | Reco=0.2590 | Grad=0.1280
[2024-12-12 16:02:18,150][demucs.solver][INFO] - Valid Summary | Epoch 277 | Loss=0.5476 | Reco=0.5476 | Nsdr=1.130 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Train Summary | Epoch 278 | Loss=0.2520 | Reco=0.2520 | Grad=0.1274
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Valid Summary | Epoch 278 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.152 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Train Summary | Epoch 279 | Loss=0.2494 | Reco=0.2494 | Grad=0.1480
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Valid Summary | Epoch 279 | Loss=0.5465 | Reco=0.5465 | Nsdr=1.142 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Train Summary | Epoch 280 | Loss=0.2400 | Reco=0.2400 | Grad=0.1645
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Valid Summary | Epoch 280 | Loss=0.5464 | Reco=0.5464 | Nsdr=1.139 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Test Summary | Epoch 280 | Nsdr=1.022 | Nsdr_drums=0.974 | Nsdr_bass=1.025 | Nsdr_other=1.053 | Nsdr_vocals=1.035
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Train Summary | Epoch 281 | Loss=0.2547 | Reco=0.2547 | Grad=0.1225
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Valid Summary | Epoch 281 | Loss=0.5457 | Reco=0.5457 | Nsdr=1.157 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Train Summary | Epoch 282 | Loss=0.2486 | Reco=0.2486 | Grad=0.1261
[2024-12-12 16:02:18,151][demucs.solver][INFO] - Valid Summary | Epoch 282 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.153 | Best=0.5438 | Bname=main
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Train Summary | Epoch 283 | Loss=0.2551 | Reco=0.2551 | Grad=0.1445
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Valid Summary | Epoch 283 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.179 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Train Summary | Epoch 284 | Loss=0.2375 | Reco=0.2375 | Grad=0.1211
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Valid Summary | Epoch 284 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.161 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Train Summary | Epoch 285 | Loss=0.2521 | Reco=0.2521 | Grad=0.1265
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Valid Summary | Epoch 285 | Loss=0.5472 | Reco=0.5472 | Nsdr=1.136 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Train Summary | Epoch 286 | Loss=0.2571 | Reco=0.2571 | Grad=0.1447
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Valid Summary | Epoch 286 | Loss=0.5442 | Reco=0.5442 | Nsdr=1.174 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Train Summary | Epoch 287 | Loss=0.2601 | Reco=0.2601 | Grad=0.2209
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Valid Summary | Epoch 287 | Loss=0.5523 | Reco=0.5523 | Nsdr=1.076 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,152][demucs.solver][INFO] - Train Summary | Epoch 288 | Loss=0.2516 | Reco=0.2516 | Grad=0.1378
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Valid Summary | Epoch 288 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.129 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Train Summary | Epoch 289 | Loss=0.2464 | Reco=0.2464 | Grad=0.1124
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Valid Summary | Epoch 289 | Loss=0.5469 | Reco=0.5469 | Nsdr=1.133 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Train Summary | Epoch 290 | Loss=0.2532 | Reco=0.2532 | Grad=0.1829
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Valid Summary | Epoch 290 | Loss=0.5482 | Reco=0.5482 | Nsdr=1.118 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Train Summary | Epoch 291 | Loss=0.2471 | Reco=0.2471 | Grad=0.1947
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Valid Summary | Epoch 291 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.177 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Train Summary | Epoch 292 | Loss=0.2386 | Reco=0.2386 | Grad=0.1642
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Valid Summary | Epoch 292 | Loss=0.5451 | Reco=0.5451 | Nsdr=1.167 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Train Summary | Epoch 293 | Loss=0.2434 | Reco=0.2434 | Grad=0.2092
[2024-12-12 16:02:18,153][demucs.solver][INFO] - Valid Summary | Epoch 293 | Loss=0.5460 | Reco=0.5460 | Nsdr=1.136 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Train Summary | Epoch 294 | Loss=0.2556 | Reco=0.2556 | Grad=0.2148
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Valid Summary | Epoch 294 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.062 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Train Summary | Epoch 295 | Loss=0.2458 | Reco=0.2458 | Grad=0.2117
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Valid Summary | Epoch 295 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.175 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Train Summary | Epoch 296 | Loss=0.2443 | Reco=0.2443 | Grad=0.1692
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Valid Summary | Epoch 296 | Loss=0.5480 | Reco=0.5480 | Nsdr=1.121 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Train Summary | Epoch 297 | Loss=0.2520 | Reco=0.2520 | Grad=0.1652
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Valid Summary | Epoch 297 | Loss=0.5461 | Reco=0.5461 | Nsdr=1.147 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Train Summary | Epoch 298 | Loss=0.2443 | Reco=0.2443 | Grad=0.2004
[2024-12-12 16:02:18,154][demucs.solver][INFO] - Valid Summary | Epoch 298 | Loss=0.5468 | Reco=0.5468 | Nsdr=1.136 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Train Summary | Epoch 299 | Loss=0.2473 | Reco=0.2473 | Grad=0.1807
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Valid Summary | Epoch 299 | Loss=0.5459 | Reco=0.5459 | Nsdr=1.135 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Train Summary | Epoch 300 | Loss=0.2543 | Reco=0.2543 | Grad=0.2043
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Valid Summary | Epoch 300 | Loss=0.5481 | Reco=0.5481 | Nsdr=1.112 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Test Summary | Epoch 300 | Nsdr=1.018 | Nsdr_drums=1.023 | Nsdr_bass=0.960 | Nsdr_other=1.037 | Nsdr_vocals=1.054
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Train Summary | Epoch 301 | Loss=0.2472 | Reco=0.2472 | Grad=0.1717
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Valid Summary | Epoch 301 | Loss=0.5484 | Reco=0.5484 | Nsdr=1.105 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Train Summary | Epoch 302 | Loss=0.2473 | Reco=0.2473 | Grad=0.2437
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Valid Summary | Epoch 302 | Loss=0.5496 | Reco=0.5496 | Nsdr=1.094 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Train Summary | Epoch 303 | Loss=0.2471 | Reco=0.2471 | Grad=0.2253
[2024-12-12 16:02:18,155][demucs.solver][INFO] - Valid Summary | Epoch 303 | Loss=0.5452 | Reco=0.5452 | Nsdr=1.145 | Best=0.5434 | Bname=main
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Train Summary | Epoch 304 | Loss=0.2571 | Reco=0.2571 | Grad=0.2374
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Valid Summary | Epoch 304 | Loss=0.5430 | Reco=0.5430 | Nsdr=1.182 | Best=0.5430 | Bname=main
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Train Summary | Epoch 305 | Loss=0.2412 | Reco=0.2412 | Grad=0.2127
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Valid Summary | Epoch 305 | Loss=0.5449 | Reco=0.5449 | Nsdr=1.148 | Best=0.5430 | Bname=main
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Train Summary | Epoch 306 | Loss=0.2522 | Reco=0.2522 | Grad=0.2348
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Valid Summary | Epoch 306 | Loss=0.5427 | Reco=0.5427 | Nsdr=1.177 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Train Summary | Epoch 307 | Loss=0.2560 | Reco=0.2560 | Grad=0.2323
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Valid Summary | Epoch 307 | Loss=0.5499 | Reco=0.5499 | Nsdr=1.091 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Train Summary | Epoch 308 | Loss=0.2543 | Reco=0.2543 | Grad=0.3466
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Valid Summary | Epoch 308 | Loss=0.5495 | Reco=0.5495 | Nsdr=1.101 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,156][demucs.solver][INFO] - Train Summary | Epoch 309 | Loss=0.2518 | Reco=0.2518 | Grad=0.2572
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Valid Summary | Epoch 309 | Loss=0.5451 | Reco=0.5451 | Nsdr=1.151 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Train Summary | Epoch 310 | Loss=0.2415 | Reco=0.2415 | Grad=0.1506
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Valid Summary | Epoch 310 | Loss=0.5474 | Reco=0.5474 | Nsdr=1.118 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Train Summary | Epoch 311 | Loss=0.2572 | Reco=0.2572 | Grad=0.2069
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Valid Summary | Epoch 311 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.142 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Train Summary | Epoch 312 | Loss=0.2502 | Reco=0.2502 | Grad=0.2437
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Valid Summary | Epoch 312 | Loss=0.5471 | Reco=0.5471 | Nsdr=1.122 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Train Summary | Epoch 313 | Loss=0.2523 | Reco=0.2523 | Grad=0.2083
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Valid Summary | Epoch 313 | Loss=0.5503 | Reco=0.5503 | Nsdr=1.068 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,157][demucs.solver][INFO] - Train Summary | Epoch 314 | Loss=0.2514 | Reco=0.2514 | Grad=0.3378
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Valid Summary | Epoch 314 | Loss=0.5436 | Reco=0.5436 | Nsdr=1.151 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Train Summary | Epoch 315 | Loss=0.2357 | Reco=0.2357 | Grad=0.2618
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Valid Summary | Epoch 315 | Loss=0.5452 | Reco=0.5452 | Nsdr=1.135 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Train Summary | Epoch 316 | Loss=0.2534 | Reco=0.2534 | Grad=0.3025
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Valid Summary | Epoch 316 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.130 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Train Summary | Epoch 317 | Loss=0.2422 | Reco=0.2422 | Grad=0.3056
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Valid Summary | Epoch 317 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.137 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Train Summary | Epoch 318 | Loss=0.2504 | Reco=0.2504 | Grad=0.2452
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Valid Summary | Epoch 318 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.091 | Best=0.5427 | Bname=main
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Train Summary | Epoch 319 | Loss=0.2482 | Reco=0.2482 | Grad=0.4027
[2024-12-12 16:02:18,158][demucs.solver][INFO] - Valid Summary | Epoch 319 | Loss=0.5422 | Reco=0.5422 | Nsdr=1.175 | Best=0.5422 | Bname=main
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Train Summary | Epoch 320 | Loss=0.2497 | Reco=0.2497 | Grad=0.3290
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Valid Summary | Epoch 320 | Loss=0.5381 | Reco=0.5381 | Nsdr=1.230 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Test Summary | Epoch 320 | Nsdr=1.045 | Nsdr_drums=1.015 | Nsdr_bass=1.077 | Nsdr_other=1.038 | Nsdr_vocals=1.049
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Train Summary | Epoch 321 | Loss=0.2525 | Reco=0.2525 | Grad=0.2214
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Valid Summary | Epoch 321 | Loss=0.5402 | Reco=0.5402 | Nsdr=1.202 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Train Summary | Epoch 322 | Loss=0.2506 | Reco=0.2506 | Grad=0.2625
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Valid Summary | Epoch 322 | Loss=0.5503 | Reco=0.5503 | Nsdr=1.082 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Train Summary | Epoch 323 | Loss=0.2521 | Reco=0.2521 | Grad=0.3219
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Valid Summary | Epoch 323 | Loss=0.5499 | Reco=0.5499 | Nsdr=1.076 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Train Summary | Epoch 324 | Loss=0.2435 | Reco=0.2435 | Grad=0.3710
[2024-12-12 16:02:18,159][demucs.solver][INFO] - Valid Summary | Epoch 324 | Loss=0.5451 | Reco=0.5451 | Nsdr=1.142 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Train Summary | Epoch 325 | Loss=0.2530 | Reco=0.2530 | Grad=0.4127
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Valid Summary | Epoch 325 | Loss=0.5445 | Reco=0.5445 | Nsdr=1.141 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Train Summary | Epoch 326 | Loss=0.2516 | Reco=0.2516 | Grad=0.4244
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Valid Summary | Epoch 326 | Loss=0.5429 | Reco=0.5429 | Nsdr=1.173 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Train Summary | Epoch 327 | Loss=0.2536 | Reco=0.2536 | Grad=0.2996
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Valid Summary | Epoch 327 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.135 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Train Summary | Epoch 328 | Loss=0.2499 | Reco=0.2499 | Grad=0.5086
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Valid Summary | Epoch 328 | Loss=0.5515 | Reco=0.5515 | Nsdr=1.060 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Train Summary | Epoch 329 | Loss=0.2483 | Reco=0.2483 | Grad=0.2705
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Valid Summary | Epoch 329 | Loss=0.5449 | Reco=0.5449 | Nsdr=1.147 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,160][demucs.solver][INFO] - Train Summary | Epoch 330 | Loss=0.2524 | Reco=0.2524 | Grad=0.2574
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Valid Summary | Epoch 330 | Loss=0.5502 | Reco=0.5502 | Nsdr=1.067 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Train Summary | Epoch 331 | Loss=0.2442 | Reco=0.2442 | Grad=0.3183
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Valid Summary | Epoch 331 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.073 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Train Summary | Epoch 332 | Loss=0.2489 | Reco=0.2489 | Grad=0.3375
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Valid Summary | Epoch 332 | Loss=0.5496 | Reco=0.5496 | Nsdr=1.079 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Train Summary | Epoch 333 | Loss=0.2524 | Reco=0.2524 | Grad=0.5662
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Valid Summary | Epoch 333 | Loss=0.5395 | Reco=0.5395 | Nsdr=1.188 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Train Summary | Epoch 334 | Loss=0.2536 | Reco=0.2536 | Grad=0.4913
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Valid Summary | Epoch 334 | Loss=0.5457 | Reco=0.5457 | Nsdr=1.137 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Train Summary | Epoch 335 | Loss=0.2468 | Reco=0.2468 | Grad=0.4474
[2024-12-12 16:02:18,161][demucs.solver][INFO] - Valid Summary | Epoch 335 | Loss=0.5424 | Reco=0.5424 | Nsdr=1.170 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Train Summary | Epoch 336 | Loss=0.2520 | Reco=0.2520 | Grad=0.2243
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Valid Summary | Epoch 336 | Loss=0.5442 | Reco=0.5442 | Nsdr=1.163 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Train Summary | Epoch 337 | Loss=0.2480 | Reco=0.2480 | Grad=0.2199
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Valid Summary | Epoch 337 | Loss=0.5456 | Reco=0.5456 | Nsdr=1.145 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Train Summary | Epoch 338 | Loss=0.2471 | Reco=0.2471 | Grad=0.1947
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Valid Summary | Epoch 338 | Loss=0.5441 | Reco=0.5441 | Nsdr=1.148 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Train Summary | Epoch 339 | Loss=0.2453 | Reco=0.2453 | Grad=0.4409
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Valid Summary | Epoch 339 | Loss=0.5428 | Reco=0.5428 | Nsdr=1.169 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Train Summary | Epoch 340 | Loss=0.2469 | Reco=0.2469 | Grad=0.3501
[2024-12-12 16:02:18,162][demucs.solver][INFO] - Valid Summary | Epoch 340 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.132 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Test Summary | Epoch 340 | Nsdr=1.043 | Nsdr_drums=1.014 | Nsdr_bass=1.076 | Nsdr_other=1.037 | Nsdr_vocals=1.048
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Train Summary | Epoch 341 | Loss=0.2463 | Reco=0.2463 | Grad=0.3684
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Valid Summary | Epoch 341 | Loss=0.5494 | Reco=0.5494 | Nsdr=1.083 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Train Summary | Epoch 342 | Loss=0.2440 | Reco=0.2440 | Grad=0.4813
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Valid Summary | Epoch 342 | Loss=0.5420 | Reco=0.5420 | Nsdr=1.173 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Train Summary | Epoch 343 | Loss=0.2404 | Reco=0.2404 | Grad=0.4198
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Valid Summary | Epoch 343 | Loss=0.5420 | Reco=0.5420 | Nsdr=1.170 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Train Summary | Epoch 344 | Loss=0.2571 | Reco=0.2571 | Grad=0.3686
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Valid Summary | Epoch 344 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.141 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,163][demucs.solver][INFO] - Train Summary | Epoch 345 | Loss=0.2479 | Reco=0.2479 | Grad=0.6269
[2024-12-12 16:02:18,164][demucs.solver][INFO] - Valid Summary | Epoch 345 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.070 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,164][demucs.solver][INFO] - Train Summary | Epoch 346 | Loss=0.2423 | Reco=0.2423 | Grad=0.6989
[2024-12-12 16:02:18,164][demucs.solver][INFO] - Valid Summary | Epoch 346 | Loss=0.5389 | Reco=0.5389 | Nsdr=1.215 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,164][demucs.solver][INFO] - Train Summary | Epoch 347 | Loss=0.2540 | Reco=0.2540 | Grad=0.3830
[2024-12-12 16:02:18,164][demucs.solver][INFO] - Valid Summary | Epoch 347 | Loss=0.5433 | Reco=0.5433 | Nsdr=1.167 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,164][demucs.solver][INFO] - Train Summary | Epoch 348 | Loss=0.2461 | Reco=0.2461 | Grad=0.5301
[2024-12-12 16:02:18,164][demucs.solver][INFO] - Valid Summary | Epoch 348 | Loss=0.5423 | Reco=0.5423 | Nsdr=1.161 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,164][demucs.solver][INFO] - Train Summary | Epoch 349 | Loss=0.2494 | Reco=0.2494 | Grad=0.6261
[2024-12-12 16:02:18,164][demucs.solver][INFO] - Valid Summary | Epoch 349 | Loss=0.5426 | Reco=0.5426 | Nsdr=1.150 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Train Summary | Epoch 350 | Loss=0.2416 | Reco=0.2416 | Grad=0.4292
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Valid Summary | Epoch 350 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.169 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Train Summary | Epoch 351 | Loss=0.2482 | Reco=0.2482 | Grad=0.3627
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Valid Summary | Epoch 351 | Loss=0.5427 | Reco=0.5427 | Nsdr=1.175 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Train Summary | Epoch 352 | Loss=0.2512 | Reco=0.2512 | Grad=0.3844
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Valid Summary | Epoch 352 | Loss=0.5438 | Reco=0.5438 | Nsdr=1.156 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Train Summary | Epoch 353 | Loss=0.2532 | Reco=0.2532 | Grad=0.3820
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Valid Summary | Epoch 353 | Loss=0.5461 | Reco=0.5461 | Nsdr=1.120 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Train Summary | Epoch 354 | Loss=0.2514 | Reco=0.2514 | Grad=0.6764
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Valid Summary | Epoch 354 | Loss=0.5418 | Reco=0.5418 | Nsdr=1.173 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,165][demucs.solver][INFO] - Train Summary | Epoch 355 | Loss=0.2544 | Reco=0.2544 | Grad=0.3643
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Valid Summary | Epoch 355 | Loss=0.5449 | Reco=0.5449 | Nsdr=1.143 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Train Summary | Epoch 356 | Loss=0.2536 | Reco=0.2536 | Grad=0.4146
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Valid Summary | Epoch 356 | Loss=0.5454 | Reco=0.5454 | Nsdr=1.133 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Train Summary | Epoch 357 | Loss=0.2507 | Reco=0.2507 | Grad=0.4399
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Valid Summary | Epoch 357 | Loss=0.5420 | Reco=0.5420 | Nsdr=1.159 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Train Summary | Epoch 358 | Loss=0.2508 | Reco=0.2508 | Grad=0.7721
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Valid Summary | Epoch 358 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.148 | Best=0.5381 | Bname=main
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Train Summary | Epoch 359 | Loss=0.2492 | Reco=0.2492 | Grad=0.4841
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Valid Summary | Epoch 359 | Loss=0.5362 | Reco=0.5362 | Nsdr=1.238 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Train Summary | Epoch 360 | Loss=0.2549 | Reco=0.2549 | Grad=0.2033
[2024-12-12 16:02:18,166][demucs.solver][INFO] - Valid Summary | Epoch 360 | Loss=0.5400 | Reco=0.5400 | Nsdr=1.193 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Test Summary | Epoch 360 | Nsdr=1.054 | Nsdr_drums=1.078 | Nsdr_bass=1.036 | Nsdr_other=1.092 | Nsdr_vocals=1.009
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Train Summary | Epoch 361 | Loss=0.2528 | Reco=0.2528 | Grad=0.2186
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Valid Summary | Epoch 361 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.180 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Train Summary | Epoch 362 | Loss=0.2530 | Reco=0.2530 | Grad=0.3287
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Valid Summary | Epoch 362 | Loss=0.5537 | Reco=0.5537 | Nsdr=1.028 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Train Summary | Epoch 363 | Loss=0.2513 | Reco=0.2513 | Grad=0.5350
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Valid Summary | Epoch 363 | Loss=0.5409 | Reco=0.5409 | Nsdr=1.168 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Train Summary | Epoch 364 | Loss=0.2417 | Reco=0.2417 | Grad=0.4339
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Valid Summary | Epoch 364 | Loss=0.5485 | Reco=0.5485 | Nsdr=1.076 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Train Summary | Epoch 365 | Loss=0.2524 | Reco=0.2524 | Grad=0.8465
[2024-12-12 16:02:18,167][demucs.solver][INFO] - Valid Summary | Epoch 365 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.154 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Train Summary | Epoch 366 | Loss=0.2436 | Reco=0.2436 | Grad=0.4706
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Valid Summary | Epoch 366 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.175 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Train Summary | Epoch 367 | Loss=0.2490 | Reco=0.2490 | Grad=0.5916
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Valid Summary | Epoch 367 | Loss=0.5468 | Reco=0.5468 | Nsdr=1.119 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Train Summary | Epoch 368 | Loss=0.2493 | Reco=0.2493 | Grad=0.4598
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Valid Summary | Epoch 368 | Loss=0.5449 | Reco=0.5449 | Nsdr=1.145 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Train Summary | Epoch 369 | Loss=0.2519 | Reco=0.2519 | Grad=0.6689
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Valid Summary | Epoch 369 | Loss=0.5465 | Reco=0.5465 | Nsdr=1.112 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Train Summary | Epoch 370 | Loss=0.2439 | Reco=0.2439 | Grad=0.5984
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Valid Summary | Epoch 370 | Loss=0.5471 | Reco=0.5471 | Nsdr=1.103 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,168][demucs.solver][INFO] - Train Summary | Epoch 371 | Loss=0.2522 | Reco=0.2522 | Grad=0.7641
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Valid Summary | Epoch 371 | Loss=0.5479 | Reco=0.5479 | Nsdr=1.092 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Train Summary | Epoch 372 | Loss=0.2478 | Reco=0.2478 | Grad=0.5140
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Valid Summary | Epoch 372 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.182 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Train Summary | Epoch 373 | Loss=0.2522 | Reco=0.2522 | Grad=0.6866
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Valid Summary | Epoch 373 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.152 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Train Summary | Epoch 374 | Loss=0.2518 | Reco=0.2518 | Grad=0.8243
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Valid Summary | Epoch 374 | Loss=0.5416 | Reco=0.5416 | Nsdr=1.173 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Train Summary | Epoch 375 | Loss=0.2492 | Reco=0.2492 | Grad=0.7020
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Valid Summary | Epoch 375 | Loss=0.5444 | Reco=0.5444 | Nsdr=1.142 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Train Summary | Epoch 376 | Loss=0.2425 | Reco=0.2425 | Grad=0.6678
[2024-12-12 16:02:18,169][demucs.solver][INFO] - Valid Summary | Epoch 376 | Loss=0.5399 | Reco=0.5399 | Nsdr=1.184 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,170][demucs.solver][INFO] - Train Summary | Epoch 377 | Loss=0.2387 | Reco=0.2387 | Grad=0.5807
[2024-12-12 16:02:18,170][demucs.solver][INFO] - Valid Summary | Epoch 377 | Loss=0.5435 | Reco=0.5435 | Nsdr=1.149 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,170][demucs.solver][INFO] - Train Summary | Epoch 378 | Loss=0.2464 | Reco=0.2464 | Grad=0.4959
[2024-12-12 16:02:18,170][demucs.solver][INFO] - Valid Summary | Epoch 378 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.179 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,170][demucs.solver][INFO] - Train Summary | Epoch 379 | Loss=0.2557 | Reco=0.2557 | Grad=0.5970
[2024-12-12 16:02:18,170][demucs.solver][INFO] - Valid Summary | Epoch 379 | Loss=0.5500 | Reco=0.5500 | Nsdr=1.089 | Best=0.5362 | Bname=main
[2024-12-12 16:02:18,171][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:02:18,172][demucs.solver][INFO] - Training...
[2024-12-12 16:02:30,944][demucs.solver][INFO] - Train | Epoch 380 | 1/14 | 0.17 it/sec | Loss 0.2083 | Reco 0.2083 | Grad 0.5434
[2024-12-12 16:02:31,570][demucs.solver][INFO] - Train | Epoch 380 | 2/14 | 0.24 it/sec | Loss 0.2120 | Reco 0.2120 | Grad 0.4180
[2024-12-12 16:02:32,196][demucs.solver][INFO] - Train | Epoch 380 | 3/14 | 0.31 it/sec | Loss 0.2130 | Reco 0.2130 | Grad 0.3903
[2024-12-12 16:02:32,823][demucs.solver][INFO] - Train | Epoch 380 | 4/14 | 0.37 it/sec | Loss 0.2255 | Reco 0.2255 | Grad 0.7703
[2024-12-12 16:02:33,452][demucs.solver][INFO] - Train | Epoch 380 | 5/14 | 0.42 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 0.7222
[2024-12-12 16:02:34,084][demucs.solver][INFO] - Train | Epoch 380 | 6/14 | 0.47 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 0.7395
[2024-12-12 16:02:34,711][demucs.solver][INFO] - Train | Epoch 380 | 7/14 | 0.52 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.7605
[2024-12-12 16:02:35,339][demucs.solver][INFO] - Train | Epoch 380 | 8/14 | 0.56 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 0.7777
[2024-12-12 16:02:35,966][demucs.solver][INFO] - Train | Epoch 380 | 9/14 | 0.60 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 0.8290
[2024-12-12 16:02:36,595][demucs.solver][INFO] - Train | Epoch 380 | 10/14 | 0.63 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 0.8600
[2024-12-12 16:02:37,383][demucs.solver][INFO] - Train | Epoch 380 | 11/14 | 0.66 it/sec | Loss 0.2318 | Reco 0.2318 | Grad 0.9030
[2024-12-12 16:02:38,010][demucs.solver][INFO] - Train | Epoch 380 | 12/14 | 0.69 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 0.9969
[2024-12-12 16:02:38,640][demucs.solver][INFO] - Train | Epoch 380 | 13/14 | 0.72 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 0.9502
[2024-12-12 16:02:38,863][demucs.solver][INFO] - Train Summary | Epoch 380 | Loss=0.2356 | Reco=0.2356 | Grad=0.9502
[2024-12-12 16:02:38,864][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:02:38,864][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:02:41,109][demucs.solver][INFO] - Valid | Epoch 380 | 1/20 | 1.69 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.220
[2024-12-12 16:02:41,357][demucs.solver][INFO] - Valid | Epoch 380 | 2/20 | 2.09 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.108
[2024-12-12 16:02:41,618][demucs.solver][INFO] - Valid | Epoch 380 | 3/20 | 2.36 it/sec | Loss 0.4936 | Reco 0.4936 | Nsdr 1.152
[2024-12-12 16:02:41,839][demucs.solver][INFO] - Valid | Epoch 380 | 4/20 | 2.61 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.180
[2024-12-12 16:02:42,033][demucs.solver][INFO] - Valid | Epoch 380 | 5/20 | 2.85 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.156
[2024-12-12 16:02:42,210][demucs.solver][INFO] - Valid | Epoch 380 | 6/20 | 3.06 it/sec | Loss 0.5169 | Reco 0.5169 | Nsdr 1.166
[2024-12-12 16:02:42,407][demucs.solver][INFO] - Valid | Epoch 380 | 7/20 | 3.22 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.183
[2024-12-12 16:02:42,521][demucs.solver][INFO] - Valid | Epoch 380 | 8/20 | 3.47 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.172
[2024-12-12 16:02:42,702][demucs.solver][INFO] - Valid | Epoch 380 | 9/20 | 3.60 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.180
[2024-12-12 16:02:42,881][demucs.solver][INFO] - Valid | Epoch 380 | 10/20 | 3.72 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.164
[2024-12-12 16:02:43,077][demucs.solver][INFO] - Valid | Epoch 380 | 11/20 | 3.81 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.162
[2024-12-12 16:02:43,177][demucs.solver][INFO] - Valid | Epoch 380 | 12/20 | 4.00 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.145
[2024-12-12 16:02:43,286][demucs.solver][INFO] - Valid | Epoch 380 | 13/20 | 4.16 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.150
[2024-12-12 16:02:43,395][demucs.solver][INFO] - Valid | Epoch 380 | 14/20 | 4.32 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.154
[2024-12-12 16:02:43,505][demucs.solver][INFO] - Valid | Epoch 380 | 15/20 | 4.47 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.160
[2024-12-12 16:02:43,703][demucs.solver][INFO] - Valid | Epoch 380 | 16/20 | 4.50 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.166
[2024-12-12 16:02:43,804][demucs.solver][INFO] - Valid | Epoch 380 | 17/20 | 4.64 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.169
[2024-12-12 16:02:43,914][demucs.solver][INFO] - Valid | Epoch 380 | 18/20 | 4.76 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.150
[2024-12-12 16:02:44,025][demucs.solver][INFO] - Valid | Epoch 380 | 19/20 | 4.88 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.162
[2024-12-12 16:02:44,249][demucs.solver][INFO] - Valid Summary | Epoch 380 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.162 | Best=0.5362 | Bname=main
[2024-12-12 16:02:44,249][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:02:44,249][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 16:02:53,213][demucs.evaluate][INFO] - Eval | 1/20 | 0.50 it/sec
[2024-12-12 16:02:55,404][demucs.evaluate][INFO] - Eval | 2/20 | 0.48 it/sec
[2024-12-12 16:02:57,366][demucs.evaluate][INFO] - Eval | 3/20 | 0.49 it/sec
[2024-12-12 16:02:59,269][demucs.evaluate][INFO] - Eval | 4/20 | 0.50 it/sec
[2024-12-12 16:03:01,356][demucs.evaluate][INFO] - Eval | 5/20 | 0.49 it/sec
[2024-12-12 16:03:03,446][demucs.evaluate][INFO] - Eval | 6/20 | 0.49 it/sec
[2024-12-12 16:03:05,490][demucs.evaluate][INFO] - Eval | 7/20 | 0.49 it/sec
[2024-12-12 16:03:07,495][demucs.evaluate][INFO] - Eval | 8/20 | 0.49 it/sec
[2024-12-12 16:03:09,476][demucs.evaluate][INFO] - Eval | 9/20 | 0.49 it/sec
[2024-12-12 16:03:11,433][demucs.evaluate][INFO] - Eval | 10/20 | 0.49 it/sec
[2024-12-12 16:03:13,379][demucs.evaluate][INFO] - Eval | 11/20 | 0.50 it/sec
[2024-12-12 16:03:15,306][demucs.evaluate][INFO] - Eval | 12/20 | 0.50 it/sec
[2024-12-12 16:03:17,269][demucs.evaluate][INFO] - Eval | 13/20 | 0.50 it/sec
[2024-12-12 16:03:19,284][demucs.evaluate][INFO] - Eval | 14/20 | 0.50 it/sec
[2024-12-12 16:03:21,424][demucs.evaluate][INFO] - Eval | 15/20 | 0.50 it/sec
[2024-12-12 16:03:23,372][demucs.evaluate][INFO] - Eval | 16/20 | 0.50 it/sec
[2024-12-12 16:03:25,388][demucs.evaluate][INFO] - Eval | 17/20 | 0.50 it/sec
[2024-12-12 16:03:27,419][demucs.evaluate][INFO] - Eval | 18/20 | 0.50 it/sec
[2024-12-12 16:03:29,442][demucs.evaluate][INFO] - Eval | 19/20 | 0.50 it/sec
[2024-12-12 16:03:29,595][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 13.10 it/sec
[2024-12-12 16:03:29,648][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 14.61 it/sec
[2024-12-12 16:03:29,655][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 18.77 it/sec
[2024-12-12 16:03:29,668][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 22.13 it/sec
[2024-12-12 16:03:29,676][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 25.63 it/sec
[2024-12-12 16:03:29,684][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 29.01 it/sec
[2024-12-12 16:03:29,692][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 32.03 it/sec
[2024-12-12 16:03:29,701][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 34.78 it/sec
[2024-12-12 16:03:29,710][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 37.33 it/sec
[2024-12-12 16:03:29,720][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 39.67 it/sec
[2024-12-12 16:03:29,729][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 41.92 it/sec
[2024-12-12 16:03:29,737][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 44.14 it/sec
[2024-12-12 16:03:29,746][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 46.05 it/sec
[2024-12-12 16:03:29,757][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 47.59 it/sec
[2024-12-12 16:03:29,766][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 49.41 it/sec
[2024-12-12 16:03:29,774][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 51.20 it/sec
[2024-12-12 16:03:29,783][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 52.89 it/sec
[2024-12-12 16:03:29,791][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 54.50 it/sec
[2024-12-12 16:03:29,799][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 56.13 it/sec
[2024-12-12 16:03:29,859][demucs.solver][INFO] - Test Summary | Epoch 380 | Nsdr=1.053 | Nsdr_drums=1.077 | Nsdr_bass=1.035 | Nsdr_other=1.092 | Nsdr_vocals=1.008
[2024-12-12 16:03:31,168][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:03:31,168][demucs.solver][INFO] - Training...
[2024-12-12 16:03:39,751][demucs.solver][INFO] - Train | Epoch 381 | 1/14 | 0.27 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.6901
[2024-12-12 16:03:40,391][demucs.solver][INFO] - Train | Epoch 381 | 2/14 | 0.37 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.8520
[2024-12-12 16:03:41,045][demucs.solver][INFO] - Train | Epoch 381 | 3/14 | 0.46 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 1.0114
[2024-12-12 16:03:41,688][demucs.solver][INFO] - Train | Epoch 381 | 4/14 | 0.53 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.8362
[2024-12-12 16:03:42,325][demucs.solver][INFO] - Train | Epoch 381 | 5/14 | 0.60 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.7565
[2024-12-12 16:03:42,968][demucs.solver][INFO] - Train | Epoch 381 | 6/14 | 0.66 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.7302
[2024-12-12 16:03:43,596][demucs.solver][INFO] - Train | Epoch 381 | 7/14 | 0.71 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.7407
[2024-12-12 16:03:44,227][demucs.solver][INFO] - Train | Epoch 381 | 8/14 | 0.76 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.7797
[2024-12-12 16:03:44,859][demucs.solver][INFO] - Train | Epoch 381 | 9/14 | 0.80 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.7236
[2024-12-12 16:03:45,500][demucs.solver][INFO] - Train | Epoch 381 | 10/14 | 0.83 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 0.7015
[2024-12-12 16:03:46,139][demucs.solver][INFO] - Train | Epoch 381 | 11/14 | 0.87 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 0.7257
[2024-12-12 16:03:46,777][demucs.solver][INFO] - Train | Epoch 381 | 12/14 | 0.90 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.6814
[2024-12-12 16:03:47,419][demucs.solver][INFO] - Train | Epoch 381 | 13/14 | 0.93 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.6581
[2024-12-12 16:03:47,662][demucs.solver][INFO] - Train Summary | Epoch 381 | Loss=0.2490 | Reco=0.2490 | Grad=0.6581
[2024-12-12 16:03:47,662][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:03:47,662][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:03:49,839][demucs.solver][INFO] - Valid | Epoch 381 | 1/20 | 3.02 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.245
[2024-12-12 16:03:49,966][demucs.solver][INFO] - Valid | Epoch 381 | 2/20 | 3.80 it/sec | Loss 0.4489 | Reco 0.4489 | Nsdr 1.123
[2024-12-12 16:03:50,177][demucs.solver][INFO] - Valid | Epoch 381 | 3/20 | 4.00 it/sec | Loss 0.4938 | Reco 0.4938 | Nsdr 1.175
[2024-12-12 16:03:50,284][demucs.solver][INFO] - Valid | Epoch 381 | 4/20 | 4.51 it/sec | Loss 0.5118 | Reco 0.5118 | Nsdr 1.190
[2024-12-12 16:03:50,404][demucs.solver][INFO] - Valid | Epoch 381 | 5/20 | 4.89 it/sec | Loss 0.5338 | Reco 0.5338 | Nsdr 1.164
[2024-12-12 16:03:50,522][demucs.solver][INFO] - Valid | Epoch 381 | 6/20 | 5.20 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.172
[2024-12-12 16:03:50,711][demucs.solver][INFO] - Valid | Epoch 381 | 7/20 | 5.21 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.188
[2024-12-12 16:03:50,832][demucs.solver][INFO] - Valid | Epoch 381 | 8/20 | 5.44 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.174
[2024-12-12 16:03:50,952][demucs.solver][INFO] - Valid | Epoch 381 | 9/20 | 5.63 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.180
[2024-12-12 16:03:51,050][demucs.solver][INFO] - Valid | Epoch 381 | 10/20 | 5.87 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.167
[2024-12-12 16:03:51,173][demucs.solver][INFO] - Valid | Epoch 381 | 11/20 | 6.01 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.165
[2024-12-12 16:03:51,286][demucs.solver][INFO] - Valid | Epoch 381 | 12/20 | 6.16 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.148
[2024-12-12 16:03:51,497][demucs.solver][INFO] - Valid | Epoch 381 | 13/20 | 6.03 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.149
[2024-12-12 16:03:51,620][demucs.solver][INFO] - Valid | Epoch 381 | 14/20 | 6.14 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.152
[2024-12-12 16:03:51,740][demucs.solver][INFO] - Valid | Epoch 381 | 15/20 | 6.24 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.157
[2024-12-12 16:03:51,862][demucs.solver][INFO] - Valid | Epoch 381 | 16/20 | 6.33 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.162
[2024-12-12 16:03:51,973][demucs.solver][INFO] - Valid | Epoch 381 | 17/20 | 6.44 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.175
[2024-12-12 16:03:52,097][demucs.solver][INFO] - Valid | Epoch 381 | 18/20 | 6.51 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.156
[2024-12-12 16:03:52,222][demucs.solver][INFO] - Valid | Epoch 381 | 19/20 | 6.57 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.166
[2024-12-12 16:03:52,461][demucs.solver][INFO] - Valid Summary | Epoch 381 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.166 | Best=0.5362 | Bname=main
[2024-12-12 16:03:53,858][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:03:53,859][demucs.solver][INFO] - Training...
[2024-12-12 16:04:02,056][demucs.solver][INFO] - Train | Epoch 382 | 1/14 | 0.28 it/sec | Loss 0.2736 | Reco 0.2736 | Grad 1.5695
[2024-12-12 16:04:02,694][demucs.solver][INFO] - Train | Epoch 382 | 2/14 | 0.39 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 1.3437
[2024-12-12 16:04:03,338][demucs.solver][INFO] - Train | Epoch 382 | 3/14 | 0.48 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 1.0729
[2024-12-12 16:04:03,970][demucs.solver][INFO] - Train | Epoch 382 | 4/14 | 0.56 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.9100
[2024-12-12 16:04:04,600][demucs.solver][INFO] - Train | Epoch 382 | 5/14 | 0.63 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.8577
[2024-12-12 16:04:05,231][demucs.solver][INFO] - Train | Epoch 382 | 6/14 | 0.68 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 0.8079
[2024-12-12 16:04:05,865][demucs.solver][INFO] - Train | Epoch 382 | 7/14 | 0.74 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.8358
[2024-12-12 16:04:06,503][demucs.solver][INFO] - Train | Epoch 382 | 8/14 | 0.78 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.8873
[2024-12-12 16:04:07,137][demucs.solver][INFO] - Train | Epoch 382 | 9/14 | 0.82 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.8791
[2024-12-12 16:04:07,771][demucs.solver][INFO] - Train | Epoch 382 | 10/14 | 0.86 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.8124
[2024-12-12 16:04:08,409][demucs.solver][INFO] - Train | Epoch 382 | 11/14 | 0.90 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.7719
[2024-12-12 16:04:09,039][demucs.solver][INFO] - Train | Epoch 382 | 12/14 | 0.93 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.7572
[2024-12-12 16:04:09,670][demucs.solver][INFO] - Train | Epoch 382 | 13/14 | 0.95 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.7526
[2024-12-12 16:04:09,890][demucs.solver][INFO] - Train Summary | Epoch 382 | Loss=0.2437 | Reco=0.2437 | Grad=0.7526
[2024-12-12 16:04:09,890][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:04:09,890][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:04:11,868][demucs.solver][INFO] - Valid | Epoch 382 | 1/20 | 2.42 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.206
[2024-12-12 16:04:12,181][demucs.solver][INFO] - Valid | Epoch 382 | 2/20 | 2.64 it/sec | Loss 0.4494 | Reco 0.4494 | Nsdr 1.088
[2024-12-12 16:04:12,337][demucs.solver][INFO] - Valid | Epoch 382 | 3/20 | 3.09 it/sec | Loss 0.4946 | Reco 0.4946 | Nsdr 1.135
[2024-12-12 16:04:12,512][demucs.solver][INFO] - Valid | Epoch 382 | 4/20 | 3.41 it/sec | Loss 0.5118 | Reco 0.5118 | Nsdr 1.162
[2024-12-12 16:04:12,697][demucs.solver][INFO] - Valid | Epoch 382 | 5/20 | 3.63 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.145
[2024-12-12 16:04:12,859][demucs.solver][INFO] - Valid | Epoch 382 | 6/20 | 3.86 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.156
[2024-12-12 16:04:13,024][demucs.solver][INFO] - Valid | Epoch 382 | 7/20 | 4.04 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.171
[2024-12-12 16:04:13,216][demucs.solver][INFO] - Valid | Epoch 382 | 8/20 | 4.14 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.164
[2024-12-12 16:04:13,528][demucs.solver][INFO] - Valid | Epoch 382 | 9/20 | 4.03 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.171
[2024-12-12 16:04:13,698][demucs.solver][INFO] - Valid | Epoch 382 | 10/20 | 4.14 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.153
[2024-12-12 16:04:13,879][demucs.solver][INFO] - Valid | Epoch 382 | 11/20 | 4.23 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.151
[2024-12-12 16:04:14,049][demucs.solver][INFO] - Valid | Epoch 382 | 12/20 | 4.33 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.135
[2024-12-12 16:04:14,171][demucs.solver][INFO] - Valid | Epoch 382 | 13/20 | 4.48 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.137
[2024-12-12 16:04:14,339][demucs.solver][INFO] - Valid | Epoch 382 | 14/20 | 4.55 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.143
[2024-12-12 16:04:14,507][demucs.solver][INFO] - Valid | Epoch 382 | 15/20 | 4.62 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.149
[2024-12-12 16:04:14,688][demucs.solver][INFO] - Valid | Epoch 382 | 16/20 | 4.66 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.155
[2024-12-12 16:04:14,868][demucs.solver][INFO] - Valid | Epoch 382 | 17/20 | 4.71 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.161
[2024-12-12 16:04:15,006][demucs.solver][INFO] - Valid | Epoch 382 | 18/20 | 4.79 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.141
[2024-12-12 16:04:15,198][demucs.solver][INFO] - Valid | Epoch 382 | 19/20 | 4.81 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.151
[2024-12-12 16:04:15,445][demucs.solver][INFO] - Valid Summary | Epoch 382 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.151 | Best=0.5362 | Bname=main
[2024-12-12 16:04:16,844][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:04:16,844][demucs.solver][INFO] - Training...
[2024-12-12 16:04:21,874][demucs.solver][INFO] - Train | Epoch 383 | 1/14 | 0.53 it/sec | Loss 0.2707 | Reco 0.2707 | Grad 0.8064
[2024-12-12 16:04:22,545][demucs.solver][INFO] - Train | Epoch 383 | 2/14 | 0.67 it/sec | Loss 0.2673 | Reco 0.2673 | Grad 0.5967
[2024-12-12 16:04:25,071][demucs.solver][INFO] - Train | Epoch 383 | 3/14 | 0.57 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.6291
[2024-12-12 16:04:25,714][demucs.solver][INFO] - Train | Epoch 383 | 4/14 | 0.65 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.5441
[2024-12-12 16:04:26,361][demucs.solver][INFO] - Train | Epoch 383 | 5/14 | 0.72 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.4976
[2024-12-12 16:04:27,008][demucs.solver][INFO] - Train | Epoch 383 | 6/14 | 0.78 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.4880
[2024-12-12 16:04:27,640][demucs.solver][INFO] - Train | Epoch 383 | 7/14 | 0.84 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 0.5110
[2024-12-12 16:04:28,272][demucs.solver][INFO] - Train | Epoch 383 | 8/14 | 0.88 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.4823
[2024-12-12 16:04:28,905][demucs.solver][INFO] - Train | Epoch 383 | 9/14 | 0.92 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 0.5014
[2024-12-12 16:04:29,539][demucs.solver][INFO] - Train | Epoch 383 | 10/14 | 0.96 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 0.5421
[2024-12-12 16:04:30,174][demucs.solver][INFO] - Train | Epoch 383 | 11/14 | 0.99 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 0.5113
[2024-12-12 16:04:30,809][demucs.solver][INFO] - Train | Epoch 383 | 12/14 | 1.02 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 0.5076
[2024-12-12 16:04:31,442][demucs.solver][INFO] - Train | Epoch 383 | 13/14 | 1.05 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.5048
[2024-12-12 16:04:31,673][demucs.solver][INFO] - Train Summary | Epoch 383 | Loss=0.2418 | Reco=0.2418 | Grad=0.5048
[2024-12-12 16:04:31,673][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:04:31,673][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:04:33,341][demucs.solver][INFO] - Valid | Epoch 383 | 1/20 | 4.12 it/sec | Loss 0.5764 | Reco 0.5764 | Nsdr 1.216
[2024-12-12 16:04:33,505][demucs.solver][INFO] - Valid | Epoch 383 | 2/20 | 4.61 it/sec | Loss 0.4499 | Reco 0.4499 | Nsdr 1.096
[2024-12-12 16:04:33,651][demucs.solver][INFO] - Valid | Epoch 383 | 3/20 | 5.02 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.147
[2024-12-12 16:04:33,811][demucs.solver][INFO] - Valid | Epoch 383 | 4/20 | 5.23 it/sec | Loss 0.5120 | Reco 0.5120 | Nsdr 1.177
[2024-12-12 16:04:33,967][demucs.solver][INFO] - Valid | Epoch 383 | 5/20 | 5.39 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.157
[2024-12-12 16:04:34,117][demucs.solver][INFO] - Valid | Epoch 383 | 6/20 | 5.54 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.167
[2024-12-12 16:04:34,389][demucs.solver][INFO] - Valid | Epoch 383 | 7/20 | 5.21 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.182
[2024-12-12 16:04:34,583][demucs.solver][INFO] - Valid | Epoch 383 | 8/20 | 5.21 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.173
[2024-12-12 16:04:34,707][demucs.solver][INFO] - Valid | Epoch 383 | 9/20 | 5.40 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.182
[2024-12-12 16:04:34,835][demucs.solver][INFO] - Valid | Epoch 383 | 10/20 | 5.55 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.164
[2024-12-12 16:04:34,959][demucs.solver][INFO] - Valid | Epoch 383 | 11/20 | 5.70 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.161
[2024-12-12 16:04:35,083][demucs.solver][INFO] - Valid | Epoch 383 | 12/20 | 5.84 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.143
[2024-12-12 16:04:35,194][demucs.solver][INFO] - Valid | Epoch 383 | 13/20 | 5.98 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.145
[2024-12-12 16:04:35,319][demucs.solver][INFO] - Valid | Epoch 383 | 14/20 | 6.09 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.151
[2024-12-12 16:04:35,454][demucs.solver][INFO] - Valid | Epoch 383 | 15/20 | 6.16 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.157
[2024-12-12 16:04:35,567][demucs.solver][INFO] - Valid | Epoch 383 | 16/20 | 6.27 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.162
[2024-12-12 16:04:35,691][demucs.solver][INFO] - Valid | Epoch 383 | 17/20 | 6.35 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.172
[2024-12-12 16:04:35,826][demucs.solver][INFO] - Valid | Epoch 383 | 18/20 | 6.39 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.152
[2024-12-12 16:04:35,951][demucs.solver][INFO] - Valid | Epoch 383 | 19/20 | 6.46 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.162
[2024-12-12 16:04:36,199][demucs.solver][INFO] - Valid Summary | Epoch 383 | Loss=0.5428 | Reco=0.5428 | Nsdr=1.162 | Best=0.5362 | Bname=main
[2024-12-12 16:04:37,489][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:04:37,490][demucs.solver][INFO] - Training...
[2024-12-12 16:04:46,026][demucs.solver][INFO] - Train | Epoch 384 | 1/14 | 0.28 it/sec | Loss 0.2295 | Reco 0.2295 | Grad 0.3802
[2024-12-12 16:04:46,665][demucs.solver][INFO] - Train | Epoch 384 | 2/14 | 0.38 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 0.4329
[2024-12-12 16:04:47,306][demucs.solver][INFO] - Train | Epoch 384 | 3/14 | 0.47 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.3730
[2024-12-12 16:04:47,941][demucs.solver][INFO] - Train | Epoch 384 | 4/14 | 0.55 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.3398
[2024-12-12 16:04:48,581][demucs.solver][INFO] - Train | Epoch 384 | 5/14 | 0.62 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.3096
[2024-12-12 16:04:49,220][demucs.solver][INFO] - Train | Epoch 384 | 6/14 | 0.68 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 0.4134
[2024-12-12 16:04:49,852][demucs.solver][INFO] - Train | Epoch 384 | 7/14 | 0.73 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 0.3807
[2024-12-12 16:04:50,480][demucs.solver][INFO] - Train | Epoch 384 | 8/14 | 0.77 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 0.4523
[2024-12-12 16:04:51,108][demucs.solver][INFO] - Train | Epoch 384 | 9/14 | 0.82 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.5310
[2024-12-12 16:04:51,738][demucs.solver][INFO] - Train | Epoch 384 | 10/14 | 0.85 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 0.5102
[2024-12-12 16:04:52,370][demucs.solver][INFO] - Train | Epoch 384 | 11/14 | 0.89 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.4951
[2024-12-12 16:04:53,001][demucs.solver][INFO] - Train | Epoch 384 | 12/14 | 0.92 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.5099
[2024-12-12 16:04:53,631][demucs.solver][INFO] - Train | Epoch 384 | 13/14 | 0.95 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.5399
[2024-12-12 16:04:53,873][demucs.solver][INFO] - Train Summary | Epoch 384 | Loss=0.2404 | Reco=0.2404 | Grad=0.5399
[2024-12-12 16:04:53,873][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:04:53,873][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:04:55,706][demucs.solver][INFO] - Valid | Epoch 384 | 1/20 | 2.90 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.231
[2024-12-12 16:04:55,898][demucs.solver][INFO] - Valid | Epoch 384 | 2/20 | 3.40 it/sec | Loss 0.4499 | Reco 0.4499 | Nsdr 1.111
[2024-12-12 16:04:56,247][demucs.solver][INFO] - Valid | Epoch 384 | 3/20 | 3.25 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.155
[2024-12-12 16:04:56,407][demucs.solver][INFO] - Valid | Epoch 384 | 4/20 | 3.59 it/sec | Loss 0.5123 | Reco 0.5123 | Nsdr 1.176
[2024-12-12 16:04:56,549][demucs.solver][INFO] - Valid | Epoch 384 | 5/20 | 3.91 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.154
[2024-12-12 16:04:56,683][demucs.solver][INFO] - Valid | Epoch 384 | 6/20 | 4.20 it/sec | Loss 0.5179 | Reco 0.5179 | Nsdr 1.163
[2024-12-12 16:04:56,812][demucs.solver][INFO] - Valid | Epoch 384 | 7/20 | 4.45 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.176
[2024-12-12 16:04:56,928][demucs.solver][INFO] - Valid | Epoch 384 | 8/20 | 4.71 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.165
[2024-12-12 16:04:57,139][demucs.solver][INFO] - Valid | Epoch 384 | 9/20 | 4.71 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.171
[2024-12-12 16:04:57,247][demucs.solver][INFO] - Valid | Epoch 384 | 10/20 | 4.93 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.157
[2024-12-12 16:04:57,362][demucs.solver][INFO] - Valid | Epoch 384 | 11/20 | 5.11 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.155
[2024-12-12 16:04:57,492][demucs.solver][INFO] - Valid | Epoch 384 | 12/20 | 5.25 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.137
[2024-12-12 16:04:57,621][demucs.solver][INFO] - Valid | Epoch 384 | 13/20 | 5.37 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.141
[2024-12-12 16:04:57,751][demucs.solver][INFO] - Valid | Epoch 384 | 14/20 | 5.48 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.145
[2024-12-12 16:04:57,882][demucs.solver][INFO] - Valid | Epoch 384 | 15/20 | 5.58 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.151
[2024-12-12 16:04:58,011][demucs.solver][INFO] - Valid | Epoch 384 | 16/20 | 5.68 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.158
[2024-12-12 16:04:58,140][demucs.solver][INFO] - Valid | Epoch 384 | 17/20 | 5.76 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.167
[2024-12-12 16:04:58,270][demucs.solver][INFO] - Valid | Epoch 384 | 18/20 | 5.84 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.148
[2024-12-12 16:04:58,390][demucs.solver][INFO] - Valid | Epoch 384 | 19/20 | 5.93 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.157
[2024-12-12 16:04:58,660][demucs.solver][INFO] - Valid Summary | Epoch 384 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.157 | Best=0.5362 | Bname=main
[2024-12-12 16:04:59,942][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:04:59,942][demucs.solver][INFO] - Training...
[2024-12-12 16:05:07,724][demucs.solver][INFO] - Train | Epoch 385 | 1/14 | 0.32 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 1.0082
[2024-12-12 16:05:08,373][demucs.solver][INFO] - Train | Epoch 385 | 2/14 | 0.43 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.8808
[2024-12-12 16:05:09,025][demucs.solver][INFO] - Train | Epoch 385 | 3/14 | 0.52 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.8145
[2024-12-12 16:05:09,666][demucs.solver][INFO] - Train | Epoch 385 | 4/14 | 0.60 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.8785
[2024-12-12 16:05:10,450][demucs.solver][INFO] - Train | Epoch 385 | 5/14 | 0.66 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.9302
[2024-12-12 16:05:11,098][demucs.solver][INFO] - Train | Epoch 385 | 6/14 | 0.72 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.9982
[2024-12-12 16:05:11,736][demucs.solver][INFO] - Train | Epoch 385 | 7/14 | 0.77 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.0808
[2024-12-12 16:05:12,367][demucs.solver][INFO] - Train | Epoch 385 | 8/14 | 0.82 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 1.0447
[2024-12-12 16:05:13,003][demucs.solver][INFO] - Train | Epoch 385 | 9/14 | 0.86 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.0222
[2024-12-12 16:05:13,643][demucs.solver][INFO] - Train | Epoch 385 | 10/14 | 0.90 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.9509
[2024-12-12 16:05:14,280][demucs.solver][INFO] - Train | Epoch 385 | 11/14 | 0.93 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.9013
[2024-12-12 16:05:14,919][demucs.solver][INFO] - Train | Epoch 385 | 12/14 | 0.96 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.8867
[2024-12-12 16:05:15,555][demucs.solver][INFO] - Train | Epoch 385 | 13/14 | 0.99 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.8822
[2024-12-12 16:05:15,795][demucs.solver][INFO] - Train Summary | Epoch 385 | Loss=0.2470 | Reco=0.2470 | Grad=0.8822
[2024-12-12 16:05:15,795][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:05:15,795][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:05:17,527][demucs.solver][INFO] - Valid | Epoch 385 | 1/20 | 4.39 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 1.196
[2024-12-12 16:05:17,673][demucs.solver][INFO] - Valid | Epoch 385 | 2/20 | 4.98 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 1.087
[2024-12-12 16:05:17,806][demucs.solver][INFO] - Valid | Epoch 385 | 3/20 | 5.44 it/sec | Loss 0.4984 | Reco 0.4984 | Nsdr 1.115
[2024-12-12 16:05:17,921][demucs.solver][INFO] - Valid | Epoch 385 | 4/20 | 5.88 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.144
[2024-12-12 16:05:18,055][demucs.solver][INFO] - Valid | Epoch 385 | 5/20 | 6.09 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.134
[2024-12-12 16:05:18,176][demucs.solver][INFO] - Valid | Epoch 385 | 6/20 | 6.33 it/sec | Loss 0.5202 | Reco 0.5202 | Nsdr 1.150
[2024-12-12 16:05:18,312][demucs.solver][INFO] - Valid | Epoch 385 | 7/20 | 6.45 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.159
[2024-12-12 16:05:18,446][demucs.solver][INFO] - Valid | Epoch 385 | 8/20 | 6.55 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.155
[2024-12-12 16:05:18,568][demucs.solver][INFO] - Valid | Epoch 385 | 9/20 | 6.68 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.163
[2024-12-12 16:05:18,700][demucs.solver][INFO] - Valid | Epoch 385 | 10/20 | 6.75 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.148
[2024-12-12 16:05:18,832][demucs.solver][INFO] - Valid | Epoch 385 | 11/20 | 6.81 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.146
[2024-12-12 16:05:18,955][demucs.solver][INFO] - Valid | Epoch 385 | 12/20 | 6.90 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.131
[2024-12-12 16:05:19,098][demucs.solver][INFO] - Valid | Epoch 385 | 13/20 | 6.91 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.136
[2024-12-12 16:05:19,221][demucs.solver][INFO] - Valid | Epoch 385 | 14/20 | 6.98 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.140
[2024-12-12 16:05:19,365][demucs.solver][INFO] - Valid | Epoch 385 | 15/20 | 6.98 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.145
[2024-12-12 16:05:19,499][demucs.solver][INFO] - Valid | Epoch 385 | 16/20 | 7.00 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.152
[2024-12-12 16:05:19,624][demucs.solver][INFO] - Valid | Epoch 385 | 17/20 | 7.05 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.153
[2024-12-12 16:05:19,758][demucs.solver][INFO] - Valid | Epoch 385 | 18/20 | 7.07 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.135
[2024-12-12 16:05:19,893][demucs.solver][INFO] - Valid | Epoch 385 | 19/20 | 7.09 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.141
[2024-12-12 16:05:20,153][demucs.solver][INFO] - Valid Summary | Epoch 385 | Loss=0.5458 | Reco=0.5458 | Nsdr=1.141 | Best=0.5362 | Bname=main
[2024-12-12 16:05:21,485][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:05:21,485][demucs.solver][INFO] - Training...
[2024-12-12 16:05:28,485][demucs.solver][INFO] - Train | Epoch 386 | 1/14 | 0.35 it/sec | Loss 0.2671 | Reco 0.2671 | Grad 1.3469
[2024-12-12 16:05:29,132][demucs.solver][INFO] - Train | Epoch 386 | 2/14 | 0.47 it/sec | Loss 0.2752 | Reco 0.2752 | Grad 1.4766
[2024-12-12 16:05:29,781][demucs.solver][INFO] - Train | Epoch 386 | 3/14 | 0.57 it/sec | Loss 0.2678 | Reco 0.2678 | Grad 1.3506
[2024-12-12 16:05:30,420][demucs.solver][INFO] - Train | Epoch 386 | 4/14 | 0.66 it/sec | Loss 0.2654 | Reco 0.2654 | Grad 1.2687
[2024-12-12 16:05:31,063][demucs.solver][INFO] - Train | Epoch 386 | 5/14 | 0.73 it/sec | Loss 0.2635 | Reco 0.2635 | Grad 1.1537
[2024-12-12 16:05:31,705][demucs.solver][INFO] - Train | Epoch 386 | 6/14 | 0.79 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 1.0519
[2024-12-12 16:05:32,339][demucs.solver][INFO] - Train | Epoch 386 | 7/14 | 0.84 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 1.0286
[2024-12-12 16:05:32,980][demucs.solver][INFO] - Train | Epoch 386 | 8/14 | 0.88 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 1.0082
[2024-12-12 16:05:33,620][demucs.solver][INFO] - Train | Epoch 386 | 9/14 | 0.92 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 0.9991
[2024-12-12 16:05:34,262][demucs.solver][INFO] - Train | Epoch 386 | 10/14 | 0.96 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 0.9318
[2024-12-12 16:05:34,902][demucs.solver][INFO] - Train | Epoch 386 | 11/14 | 0.99 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.8790
[2024-12-12 16:05:35,543][demucs.solver][INFO] - Train | Epoch 386 | 12/14 | 1.02 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.8365
[2024-12-12 16:05:36,183][demucs.solver][INFO] - Train | Epoch 386 | 13/14 | 1.05 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 0.8549
[2024-12-12 16:05:36,418][demucs.solver][INFO] - Train Summary | Epoch 386 | Loss=0.2591 | Reco=0.2591 | Grad=0.8549
[2024-12-12 16:05:36,418][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:05:36,418][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:05:38,267][demucs.solver][INFO] - Valid | Epoch 386 | 1/20 | 3.52 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.218
[2024-12-12 16:05:38,472][demucs.solver][INFO] - Valid | Epoch 386 | 2/20 | 3.88 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.101
[2024-12-12 16:05:38,667][demucs.solver][INFO] - Valid | Epoch 386 | 3/20 | 4.13 it/sec | Loss 0.4932 | Reco 0.4932 | Nsdr 1.132
[2024-12-12 16:05:38,867][demucs.solver][INFO] - Valid | Epoch 386 | 4/20 | 4.28 it/sec | Loss 0.5098 | Reco 0.5098 | Nsdr 1.169
[2024-12-12 16:05:39,087][demucs.solver][INFO] - Valid | Epoch 386 | 5/20 | 4.32 it/sec | Loss 0.5288 | Reco 0.5288 | Nsdr 1.181
[2024-12-12 16:05:39,306][demucs.solver][INFO] - Valid | Epoch 386 | 6/20 | 4.36 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.197
[2024-12-12 16:05:39,506][demucs.solver][INFO] - Valid | Epoch 386 | 7/20 | 4.43 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.206
[2024-12-12 16:05:39,717][demucs.solver][INFO] - Valid | Epoch 386 | 8/20 | 4.46 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.213
[2024-12-12 16:05:39,930][demucs.solver][INFO] - Valid | Epoch 386 | 9/20 | 4.48 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.225
[2024-12-12 16:05:40,061][demucs.solver][INFO] - Valid | Epoch 386 | 10/20 | 4.66 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.204
[2024-12-12 16:05:40,257][demucs.solver][INFO] - Valid | Epoch 386 | 11/20 | 4.69 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.200
[2024-12-12 16:05:40,435][demucs.solver][INFO] - Valid | Epoch 386 | 12/20 | 4.75 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.186
[2024-12-12 16:05:40,603][demucs.solver][INFO] - Valid | Epoch 386 | 13/20 | 4.82 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.191
[2024-12-12 16:05:40,770][demucs.solver][INFO] - Valid | Epoch 386 | 14/20 | 4.88 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.195
[2024-12-12 16:05:40,942][demucs.solver][INFO] - Valid | Epoch 386 | 15/20 | 4.93 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.200
[2024-12-12 16:05:41,162][demucs.solver][INFO] - Valid | Epoch 386 | 16/20 | 4.91 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.204
[2024-12-12 16:05:41,361][demucs.solver][INFO] - Valid | Epoch 386 | 17/20 | 4.92 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.200
[2024-12-12 16:05:41,559][demucs.solver][INFO] - Valid | Epoch 386 | 18/20 | 4.92 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.179
[2024-12-12 16:05:41,757][demucs.solver][INFO] - Valid | Epoch 386 | 19/20 | 4.93 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.188
[2024-12-12 16:05:42,054][demucs.solver][INFO] - Valid Summary | Epoch 386 | Loss=0.5385 | Reco=0.5385 | Nsdr=1.188 | Best=0.5362 | Bname=main
[2024-12-12 16:05:43,432][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:05:43,432][demucs.solver][INFO] - Training...
[2024-12-12 16:05:49,058][demucs.solver][INFO] - Train | Epoch 387 | 1/14 | 0.47 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.5039
[2024-12-12 16:05:49,719][demucs.solver][INFO] - Train | Epoch 387 | 2/14 | 0.61 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.5850
[2024-12-12 16:05:50,432][demucs.solver][INFO] - Train | Epoch 387 | 3/14 | 0.72 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.8289
[2024-12-12 16:05:52,327][demucs.solver][INFO] - Train | Epoch 387 | 4/14 | 0.67 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.7244
[2024-12-12 16:05:52,960][demucs.solver][INFO] - Train | Epoch 387 | 5/14 | 0.74 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.6475
[2024-12-12 16:05:53,585][demucs.solver][INFO] - Train | Epoch 387 | 6/14 | 0.80 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.5913
[2024-12-12 16:05:54,210][demucs.solver][INFO] - Train | Epoch 387 | 7/14 | 0.85 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.7084
[2024-12-12 16:05:54,837][demucs.solver][INFO] - Train | Epoch 387 | 8/14 | 0.90 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.6816
[2024-12-12 16:05:55,465][demucs.solver][INFO] - Train | Epoch 387 | 9/14 | 0.94 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.7212
[2024-12-12 16:05:56,094][demucs.solver][INFO] - Train | Epoch 387 | 10/14 | 0.98 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.6837
[2024-12-12 16:05:56,723][demucs.solver][INFO] - Train | Epoch 387 | 11/14 | 1.01 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.6848
[2024-12-12 16:05:57,353][demucs.solver][INFO] - Train | Epoch 387 | 12/14 | 1.04 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.6534
[2024-12-12 16:05:57,982][demucs.solver][INFO] - Train | Epoch 387 | 13/14 | 1.07 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.6258
[2024-12-12 16:05:58,214][demucs.solver][INFO] - Train Summary | Epoch 387 | Loss=0.2489 | Reco=0.2489 | Grad=0.6258
[2024-12-12 16:05:58,214][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:05:58,214][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:05:59,911][demucs.solver][INFO] - Valid | Epoch 387 | 1/20 | 5.00 it/sec | Loss 0.5845 | Reco 0.5845 | Nsdr 1.135
[2024-12-12 16:06:00,045][demucs.solver][INFO] - Valid | Epoch 387 | 2/20 | 5.62 it/sec | Loss 0.4562 | Reco 0.4562 | Nsdr 1.031
[2024-12-12 16:06:00,197][demucs.solver][INFO] - Valid | Epoch 387 | 3/20 | 5.83 it/sec | Loss 0.5025 | Reco 0.5025 | Nsdr 1.066
[2024-12-12 16:06:00,342][demucs.solver][INFO] - Valid | Epoch 387 | 4/20 | 6.02 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.083
[2024-12-12 16:06:00,484][demucs.solver][INFO] - Valid | Epoch 387 | 5/20 | 6.16 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.056
[2024-12-12 16:06:00,625][demucs.solver][INFO] - Valid | Epoch 387 | 6/20 | 6.28 it/sec | Loss 0.5267 | Reco 0.5267 | Nsdr 1.072
[2024-12-12 16:06:00,747][demucs.solver][INFO] - Valid | Epoch 387 | 7/20 | 6.47 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.082
[2024-12-12 16:06:00,867][demucs.solver][INFO] - Valid | Epoch 387 | 8/20 | 6.64 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.069
[2024-12-12 16:06:00,997][demucs.solver][INFO] - Valid | Epoch 387 | 9/20 | 6.73 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.071
[2024-12-12 16:06:01,140][demucs.solver][INFO] - Valid | Epoch 387 | 10/20 | 6.75 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.061
[2024-12-12 16:06:01,283][demucs.solver][INFO] - Valid | Epoch 387 | 11/20 | 6.77 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.061
[2024-12-12 16:06:01,405][demucs.solver][INFO] - Valid | Epoch 387 | 12/20 | 6.86 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.048
[2024-12-12 16:06:01,549][demucs.solver][INFO] - Valid | Epoch 387 | 13/20 | 6.87 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 1.052
[2024-12-12 16:06:01,694][demucs.solver][INFO] - Valid | Epoch 387 | 14/20 | 6.87 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.056
[2024-12-12 16:06:01,826][demucs.solver][INFO] - Valid | Epoch 387 | 15/20 | 6.91 it/sec | Loss 0.5780 | Reco 0.5780 | Nsdr 1.061
[2024-12-12 16:06:01,982][demucs.solver][INFO] - Valid | Epoch 387 | 16/20 | 6.88 it/sec | Loss 0.5817 | Reco 0.5817 | Nsdr 1.068
[2024-12-12 16:06:02,117][demucs.solver][INFO] - Valid | Epoch 387 | 17/20 | 6.91 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.075
[2024-12-12 16:06:02,262][demucs.solver][INFO] - Valid | Epoch 387 | 18/20 | 6.91 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.059
[2024-12-12 16:06:02,416][demucs.solver][INFO] - Valid | Epoch 387 | 19/20 | 6.88 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.065
[2024-12-12 16:06:02,914][demucs.solver][INFO] - Valid Summary | Epoch 387 | Loss=0.5519 | Reco=0.5519 | Nsdr=1.065 | Best=0.5362 | Bname=main
[2024-12-12 16:06:04,251][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:06:04,251][demucs.solver][INFO] - Training...
[2024-12-12 16:06:10,816][demucs.solver][INFO] - Train | Epoch 388 | 1/14 | 0.38 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 0.6397
[2024-12-12 16:06:11,469][demucs.solver][INFO] - Train | Epoch 388 | 2/14 | 0.51 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.4635
[2024-12-12 16:06:12,107][demucs.solver][INFO] - Train | Epoch 388 | 3/14 | 0.61 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.3984
[2024-12-12 16:06:12,751][demucs.solver][INFO] - Train | Epoch 388 | 4/14 | 0.69 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.3464
[2024-12-12 16:06:13,397][demucs.solver][INFO] - Train | Epoch 388 | 5/14 | 0.76 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.3438
[2024-12-12 16:06:14,032][demucs.solver][INFO] - Train | Epoch 388 | 6/14 | 0.82 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 0.3433
[2024-12-12 16:06:15,253][demucs.solver][INFO] - Train | Epoch 388 | 7/14 | 0.82 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.3330
[2024-12-12 16:06:15,883][demucs.solver][INFO] - Train | Epoch 388 | 8/14 | 0.87 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.3367
[2024-12-12 16:06:16,510][demucs.solver][INFO] - Train | Epoch 388 | 9/14 | 0.91 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.3787
[2024-12-12 16:06:17,137][demucs.solver][INFO] - Train | Epoch 388 | 10/14 | 0.95 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 0.3685
[2024-12-12 16:06:17,766][demucs.solver][INFO] - Train | Epoch 388 | 11/14 | 0.98 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.3554
[2024-12-12 16:06:18,393][demucs.solver][INFO] - Train | Epoch 388 | 12/14 | 1.01 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.3829
[2024-12-12 16:06:19,023][demucs.solver][INFO] - Train | Epoch 388 | 13/14 | 1.04 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 0.3659
[2024-12-12 16:06:19,263][demucs.solver][INFO] - Train Summary | Epoch 388 | Loss=0.2495 | Reco=0.2495 | Grad=0.3659
[2024-12-12 16:06:19,264][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:06:19,264][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:06:21,142][demucs.solver][INFO] - Valid | Epoch 388 | 1/20 | 3.81 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.234
[2024-12-12 16:06:21,280][demucs.solver][INFO] - Valid | Epoch 388 | 2/20 | 4.52 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.106
[2024-12-12 16:06:21,427][demucs.solver][INFO] - Valid | Epoch 388 | 3/20 | 4.94 it/sec | Loss 0.4925 | Reco 0.4925 | Nsdr 1.153
[2024-12-12 16:06:21,586][demucs.solver][INFO] - Valid | Epoch 388 | 4/20 | 5.16 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.182
[2024-12-12 16:06:21,735][demucs.solver][INFO] - Valid | Epoch 388 | 5/20 | 5.37 it/sec | Loss 0.5306 | Reco 0.5306 | Nsdr 1.171
[2024-12-12 16:06:21,891][demucs.solver][INFO] - Valid | Epoch 388 | 6/20 | 5.49 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.182
[2024-12-12 16:06:22,038][demucs.solver][INFO] - Valid | Epoch 388 | 7/20 | 5.63 it/sec | Loss 0.5348 | Reco 0.5348 | Nsdr 1.196
[2024-12-12 16:06:22,183][demucs.solver][INFO] - Valid | Epoch 388 | 8/20 | 5.75 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.192
[2024-12-12 16:06:22,320][demucs.solver][INFO] - Valid | Epoch 388 | 9/20 | 5.87 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.200
[2024-12-12 16:06:22,442][demucs.solver][INFO] - Valid | Epoch 388 | 10/20 | 6.03 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.181
[2024-12-12 16:06:22,600][demucs.solver][INFO] - Valid | Epoch 388 | 11/20 | 6.05 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.179
[2024-12-12 16:06:22,747][demucs.solver][INFO] - Valid | Epoch 388 | 12/20 | 6.10 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.162
[2024-12-12 16:06:22,883][demucs.solver][INFO] - Valid | Epoch 388 | 13/20 | 6.18 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.166
[2024-12-12 16:06:23,038][demucs.solver][INFO] - Valid | Epoch 388 | 14/20 | 6.19 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.170
[2024-12-12 16:06:23,183][demucs.solver][INFO] - Valid | Epoch 388 | 15/20 | 6.23 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.176
[2024-12-12 16:06:23,329][demucs.solver][INFO] - Valid | Epoch 388 | 16/20 | 6.27 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.181
[2024-12-12 16:06:23,476][demucs.solver][INFO] - Valid | Epoch 388 | 17/20 | 6.30 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.185
[2024-12-12 16:06:23,612][demucs.solver][INFO] - Valid | Epoch 388 | 18/20 | 6.34 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.165
[2024-12-12 16:06:23,749][demucs.solver][INFO] - Valid | Epoch 388 | 19/20 | 6.39 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.175
[2024-12-12 16:06:24,001][demucs.solver][INFO] - Valid Summary | Epoch 388 | Loss=0.5402 | Reco=0.5402 | Nsdr=1.175 | Best=0.5362 | Bname=main
[2024-12-12 16:06:25,345][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:06:25,345][demucs.solver][INFO] - Training...
[2024-12-12 16:06:33,984][demucs.solver][INFO] - Train | Epoch 389 | 1/14 | 0.28 it/sec | Loss 0.2685 | Reco 0.2685 | Grad 0.3548
[2024-12-12 16:06:34,624][demucs.solver][INFO] - Train | Epoch 389 | 2/14 | 0.38 it/sec | Loss 0.2644 | Reco 0.2644 | Grad 0.6153
[2024-12-12 16:06:35,270][demucs.solver][INFO] - Train | Epoch 389 | 3/14 | 0.47 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 0.5175
[2024-12-12 16:06:35,912][demucs.solver][INFO] - Train | Epoch 389 | 4/14 | 0.55 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.5020
[2024-12-12 16:06:36,563][demucs.solver][INFO] - Train | Epoch 389 | 5/14 | 0.61 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.4480
[2024-12-12 16:06:37,205][demucs.solver][INFO] - Train | Epoch 389 | 6/14 | 0.67 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.4003
[2024-12-12 16:06:37,841][demucs.solver][INFO] - Train | Epoch 389 | 7/14 | 0.72 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.4047
[2024-12-12 16:06:38,471][demucs.solver][INFO] - Train | Epoch 389 | 8/14 | 0.77 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.3868
[2024-12-12 16:06:39,099][demucs.solver][INFO] - Train | Epoch 389 | 9/14 | 0.81 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.3658
[2024-12-12 16:06:39,729][demucs.solver][INFO] - Train | Epoch 389 | 10/14 | 0.85 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.3483
[2024-12-12 16:06:40,359][demucs.solver][INFO] - Train | Epoch 389 | 11/14 | 0.88 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.4125
[2024-12-12 16:06:40,990][demucs.solver][INFO] - Train | Epoch 389 | 12/14 | 0.92 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.4209
[2024-12-12 16:06:41,620][demucs.solver][INFO] - Train | Epoch 389 | 13/14 | 0.94 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.4508
[2024-12-12 16:06:41,856][demucs.solver][INFO] - Train Summary | Epoch 389 | Loss=0.2475 | Reco=0.2475 | Grad=0.4508
[2024-12-12 16:06:41,856][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:06:41,857][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:06:43,681][demucs.solver][INFO] - Valid | Epoch 389 | 1/20 | 4.46 it/sec | Loss 0.5774 | Reco 0.5774 | Nsdr 1.200
[2024-12-12 16:06:43,836][demucs.solver][INFO] - Valid | Epoch 389 | 2/20 | 4.98 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.087
[2024-12-12 16:06:43,985][demucs.solver][INFO] - Valid | Epoch 389 | 3/20 | 5.33 it/sec | Loss 0.4957 | Reco 0.4957 | Nsdr 1.133
[2024-12-12 16:06:44,110][demucs.solver][INFO] - Valid | Epoch 389 | 4/20 | 5.70 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.145
[2024-12-12 16:06:44,268][demucs.solver][INFO] - Valid | Epoch 389 | 5/20 | 5.80 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.116
[2024-12-12 16:06:44,414][demucs.solver][INFO] - Valid | Epoch 389 | 6/20 | 5.93 it/sec | Loss 0.5203 | Reco 0.5203 | Nsdr 1.128
[2024-12-12 16:06:44,550][demucs.solver][INFO] - Valid | Epoch 389 | 7/20 | 6.08 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.138
[2024-12-12 16:06:44,702][demucs.solver][INFO] - Valid | Epoch 389 | 8/20 | 6.13 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.123
[2024-12-12 16:06:44,837][demucs.solver][INFO] - Valid | Epoch 389 | 9/20 | 6.24 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.125
[2024-12-12 16:06:44,987][demucs.solver][INFO] - Valid | Epoch 389 | 10/20 | 6.27 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.113
[2024-12-12 16:06:45,140][demucs.solver][INFO] - Valid | Epoch 389 | 11/20 | 6.29 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.113
[2024-12-12 16:06:45,293][demucs.solver][INFO] - Valid | Epoch 389 | 12/20 | 6.31 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.098
[2024-12-12 16:06:45,452][demucs.solver][INFO] - Valid | Epoch 389 | 13/20 | 6.31 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.103
[2024-12-12 16:06:45,590][demucs.solver][INFO] - Valid | Epoch 389 | 14/20 | 6.37 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.107
[2024-12-12 16:06:45,727][demucs.solver][INFO] - Valid | Epoch 389 | 15/20 | 6.42 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.111
[2024-12-12 16:06:45,880][demucs.solver][INFO] - Valid | Epoch 389 | 16/20 | 6.42 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.118
[2024-12-12 16:06:46,029][demucs.solver][INFO] - Valid | Epoch 389 | 17/20 | 6.44 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.130
[2024-12-12 16:06:46,179][demucs.solver][INFO] - Valid | Epoch 389 | 18/20 | 6.45 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.113
[2024-12-12 16:06:46,317][demucs.solver][INFO] - Valid | Epoch 389 | 19/20 | 6.49 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.122
[2024-12-12 16:06:46,597][demucs.solver][INFO] - Valid Summary | Epoch 389 | Loss=0.5459 | Reco=0.5459 | Nsdr=1.122 | Best=0.5362 | Bname=main
[2024-12-12 16:06:47,991][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:06:47,992][demucs.solver][INFO] - Training...
[2024-12-12 16:06:53,885][demucs.solver][INFO] - Train | Epoch 390 | 1/14 | 0.45 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.5441
[2024-12-12 16:06:55,904][demucs.solver][INFO] - Train | Epoch 390 | 2/14 | 0.46 it/sec | Loss 0.2308 | Reco 0.2308 | Grad 0.8694
[2024-12-12 16:06:56,546][demucs.solver][INFO] - Train | Epoch 390 | 3/14 | 0.56 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 0.9053
[2024-12-12 16:06:57,181][demucs.solver][INFO] - Train | Epoch 390 | 4/14 | 0.64 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 0.7757
[2024-12-12 16:06:57,817][demucs.solver][INFO] - Train | Epoch 390 | 5/14 | 0.71 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 0.7467
[2024-12-12 16:06:58,451][demucs.solver][INFO] - Train | Epoch 390 | 6/14 | 0.78 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.6690
[2024-12-12 16:06:59,080][demucs.solver][INFO] - Train | Epoch 390 | 7/14 | 0.83 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.7365
[2024-12-12 16:06:59,710][demucs.solver][INFO] - Train | Epoch 390 | 8/14 | 0.87 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 0.6833
[2024-12-12 16:07:00,344][demucs.solver][INFO] - Train | Epoch 390 | 9/14 | 0.92 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.6558
[2024-12-12 16:07:00,977][demucs.solver][INFO] - Train | Epoch 390 | 10/14 | 0.95 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 0.6252
[2024-12-12 16:07:01,604][demucs.solver][INFO] - Train | Epoch 390 | 11/14 | 0.99 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.6009
[2024-12-12 16:07:02,231][demucs.solver][INFO] - Train | Epoch 390 | 12/14 | 1.02 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.5978
[2024-12-12 16:07:02,862][demucs.solver][INFO] - Train | Epoch 390 | 13/14 | 1.04 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.5843
[2024-12-12 16:07:03,101][demucs.solver][INFO] - Train Summary | Epoch 390 | Loss=0.2411 | Reco=0.2411 | Grad=0.5843
[2024-12-12 16:07:03,101][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:07:03,102][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:07:05,057][demucs.solver][INFO] - Valid | Epoch 390 | 1/20 | 3.30 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.231
[2024-12-12 16:07:05,255][demucs.solver][INFO] - Valid | Epoch 390 | 2/20 | 3.73 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.110
[2024-12-12 16:07:05,473][demucs.solver][INFO] - Valid | Epoch 390 | 3/20 | 3.91 it/sec | Loss 0.4944 | Reco 0.4944 | Nsdr 1.164
[2024-12-12 16:07:05,605][demucs.solver][INFO] - Valid | Epoch 390 | 4/20 | 4.33 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.189
[2024-12-12 16:07:05,767][demucs.solver][INFO] - Valid | Epoch 390 | 5/20 | 4.56 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.162
[2024-12-12 16:07:05,897][demucs.solver][INFO] - Valid | Epoch 390 | 6/20 | 4.84 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.174
[2024-12-12 16:07:06,049][demucs.solver][INFO] - Valid | Epoch 390 | 7/20 | 5.00 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.189
[2024-12-12 16:07:06,189][demucs.solver][INFO] - Valid | Epoch 390 | 8/20 | 5.18 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.177
[2024-12-12 16:07:06,343][demucs.solver][INFO] - Valid | Epoch 390 | 9/20 | 5.28 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.185
[2024-12-12 16:07:06,461][demucs.solver][INFO] - Valid | Epoch 390 | 10/20 | 5.47 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.169
[2024-12-12 16:07:06,589][demucs.solver][INFO] - Valid | Epoch 390 | 11/20 | 5.61 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.167
[2024-12-12 16:07:06,741][demucs.solver][INFO] - Valid | Epoch 390 | 12/20 | 5.68 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.149
[2024-12-12 16:07:06,894][demucs.solver][INFO] - Valid | Epoch 390 | 13/20 | 5.73 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.153
[2024-12-12 16:07:07,048][demucs.solver][INFO] - Valid | Epoch 390 | 14/20 | 5.77 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.158
[2024-12-12 16:07:07,199][demucs.solver][INFO] - Valid | Epoch 390 | 15/20 | 5.82 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.163
[2024-12-12 16:07:07,353][demucs.solver][INFO] - Valid | Epoch 390 | 16/20 | 5.86 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.170
[2024-12-12 16:07:07,494][demucs.solver][INFO] - Valid | Epoch 390 | 17/20 | 5.91 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.179
[2024-12-12 16:07:07,650][demucs.solver][INFO] - Valid | Epoch 390 | 18/20 | 5.94 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.160
[2024-12-12 16:07:07,781][demucs.solver][INFO] - Valid | Epoch 390 | 19/20 | 6.01 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.170
[2024-12-12 16:07:08,042][demucs.solver][INFO] - Valid Summary | Epoch 390 | Loss=0.5428 | Reco=0.5428 | Nsdr=1.170 | Best=0.5362 | Bname=main
[2024-12-12 16:07:09,443][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:07:09,443][demucs.solver][INFO] - Training...
[2024-12-12 16:07:17,959][demucs.solver][INFO] - Train | Epoch 391 | 1/14 | 0.28 it/sec | Loss 0.2286 | Reco 0.2286 | Grad 0.7122
[2024-12-12 16:07:18,720][demucs.solver][INFO] - Train | Epoch 391 | 2/14 | 0.38 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.7131
[2024-12-12 16:07:19,388][demucs.solver][INFO] - Train | Epoch 391 | 3/14 | 0.47 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.9276
[2024-12-12 16:07:20,164][demucs.solver][INFO] - Train | Epoch 391 | 4/14 | 0.53 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.8240
[2024-12-12 16:07:20,801][demucs.solver][INFO] - Train | Epoch 391 | 5/14 | 0.60 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.7724
[2024-12-12 16:07:21,437][demucs.solver][INFO] - Train | Epoch 391 | 6/14 | 0.66 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 0.6983
[2024-12-12 16:07:22,074][demucs.solver][INFO] - Train | Epoch 391 | 7/14 | 0.71 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.6839
[2024-12-12 16:07:22,703][demucs.solver][INFO] - Train | Epoch 391 | 8/14 | 0.76 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.6379
[2024-12-12 16:07:23,334][demucs.solver][INFO] - Train | Epoch 391 | 9/14 | 0.80 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.6118
[2024-12-12 16:07:23,968][demucs.solver][INFO] - Train | Epoch 391 | 10/14 | 0.83 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.6097
[2024-12-12 16:07:24,595][demucs.solver][INFO] - Train | Epoch 391 | 11/14 | 0.87 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.5783
[2024-12-12 16:07:25,218][demucs.solver][INFO] - Train | Epoch 391 | 12/14 | 0.90 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.5608
[2024-12-12 16:07:25,842][demucs.solver][INFO] - Train | Epoch 391 | 13/14 | 0.93 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.5396
[2024-12-12 16:07:26,102][demucs.solver][INFO] - Train Summary | Epoch 391 | Loss=0.2422 | Reco=0.2422 | Grad=0.5396
[2024-12-12 16:07:26,103][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:07:26,103][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:07:28,122][demucs.solver][INFO] - Valid | Epoch 391 | 1/20 | 3.55 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.242
[2024-12-12 16:07:28,361][demucs.solver][INFO] - Valid | Epoch 391 | 2/20 | 3.74 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.118
[2024-12-12 16:07:28,566][demucs.solver][INFO] - Valid | Epoch 391 | 3/20 | 3.97 it/sec | Loss 0.4937 | Reco 0.4937 | Nsdr 1.161
[2024-12-12 16:07:28,772][demucs.solver][INFO] - Valid | Epoch 391 | 4/20 | 4.12 it/sec | Loss 0.5111 | Reco 0.5111 | Nsdr 1.188
[2024-12-12 16:07:28,949][demucs.solver][INFO] - Valid | Epoch 391 | 5/20 | 4.32 it/sec | Loss 0.5332 | Reco 0.5332 | Nsdr 1.166
[2024-12-12 16:07:29,189][demucs.solver][INFO] - Valid | Epoch 391 | 6/20 | 4.29 it/sec | Loss 0.5169 | Reco 0.5169 | Nsdr 1.177
[2024-12-12 16:07:29,431][demucs.solver][INFO] - Valid | Epoch 391 | 7/20 | 4.27 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.189
[2024-12-12 16:07:29,639][demucs.solver][INFO] - Valid | Epoch 391 | 8/20 | 4.33 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.180
[2024-12-12 16:07:29,852][demucs.solver][INFO] - Valid | Epoch 391 | 9/20 | 4.36 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.186
[2024-12-12 16:07:30,409][demucs.solver][INFO] - Valid | Epoch 391 | 10/20 | 3.86 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.169
[2024-12-12 16:07:30,616][demucs.solver][INFO] - Valid | Epoch 391 | 11/20 | 3.93 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.167
[2024-12-12 16:07:30,781][demucs.solver][INFO] - Valid | Epoch 391 | 12/20 | 4.03 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.150
[2024-12-12 16:07:30,913][demucs.solver][INFO] - Valid | Epoch 391 | 13/20 | 4.17 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.155
[2024-12-12 16:07:31,067][demucs.solver][INFO] - Valid | Epoch 391 | 14/20 | 4.28 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.159
[2024-12-12 16:07:31,211][demucs.solver][INFO] - Valid | Epoch 391 | 15/20 | 4.38 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.166
[2024-12-12 16:07:31,376][demucs.solver][INFO] - Valid | Epoch 391 | 16/20 | 4.45 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.172
[2024-12-12 16:07:31,519][demucs.solver][INFO] - Valid | Epoch 391 | 17/20 | 4.55 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.180
[2024-12-12 16:07:31,682][demucs.solver][INFO] - Valid | Epoch 391 | 18/20 | 4.61 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.161
[2024-12-12 16:07:31,848][demucs.solver][INFO] - Valid | Epoch 391 | 19/20 | 4.66 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.171
[2024-12-12 16:07:32,132][demucs.solver][INFO] - Valid Summary | Epoch 391 | Loss=0.5420 | Reco=0.5420 | Nsdr=1.171 | Best=0.5362 | Bname=main
[2024-12-12 16:07:33,591][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:07:33,591][demucs.solver][INFO] - Training...
[2024-12-12 16:07:41,678][demucs.solver][INFO] - Train | Epoch 392 | 1/14 | 0.30 it/sec | Loss 0.2725 | Reco 0.2725 | Grad 0.3944
[2024-12-12 16:07:42,317][demucs.solver][INFO] - Train | Epoch 392 | 2/14 | 0.41 it/sec | Loss 0.2737 | Reco 0.2737 | Grad 0.3050
[2024-12-12 16:07:42,961][demucs.solver][INFO] - Train | Epoch 392 | 3/14 | 0.50 it/sec | Loss 0.2670 | Reco 0.2670 | Grad 0.2891
[2024-12-12 16:07:43,600][demucs.solver][INFO] - Train | Epoch 392 | 4/14 | 0.58 it/sec | Loss 0.2646 | Reco 0.2646 | Grad 0.5322
[2024-12-12 16:07:44,242][demucs.solver][INFO] - Train | Epoch 392 | 5/14 | 0.65 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 0.4638
[2024-12-12 16:07:44,880][demucs.solver][INFO] - Train | Epoch 392 | 6/14 | 0.71 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.6168
[2024-12-12 16:07:45,523][demucs.solver][INFO] - Train | Epoch 392 | 7/14 | 0.76 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.6838
[2024-12-12 16:07:46,152][demucs.solver][INFO] - Train | Epoch 392 | 8/14 | 0.81 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 0.7250
[2024-12-12 16:07:46,782][demucs.solver][INFO] - Train | Epoch 392 | 9/14 | 0.85 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 0.8248
[2024-12-12 16:07:47,412][demucs.solver][INFO] - Train | Epoch 392 | 10/14 | 0.89 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.8355
[2024-12-12 16:07:48,045][demucs.solver][INFO] - Train | Epoch 392 | 11/14 | 0.92 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 0.7884
[2024-12-12 16:07:48,678][demucs.solver][INFO] - Train | Epoch 392 | 12/14 | 0.95 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.7670
[2024-12-12 16:07:49,309][demucs.solver][INFO] - Train | Epoch 392 | 13/14 | 0.98 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.7999
[2024-12-12 16:07:49,549][demucs.solver][INFO] - Train Summary | Epoch 392 | Loss=0.2497 | Reco=0.2497 | Grad=0.7999
[2024-12-12 16:07:49,549][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:07:49,550][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:07:51,668][demucs.solver][INFO] - Valid | Epoch 392 | 1/20 | 3.10 it/sec | Loss 0.5793 | Reco 0.5793 | Nsdr 1.196
[2024-12-12 16:07:51,940][demucs.solver][INFO] - Valid | Epoch 392 | 2/20 | 3.27 it/sec | Loss 0.4523 | Reco 0.4523 | Nsdr 1.088
[2024-12-12 16:07:52,165][demucs.solver][INFO] - Valid | Epoch 392 | 3/20 | 3.50 it/sec | Loss 0.4975 | Reco 0.4975 | Nsdr 1.129
[2024-12-12 16:07:52,394][demucs.solver][INFO] - Valid | Epoch 392 | 4/20 | 3.65 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.147
[2024-12-12 16:07:52,657][demucs.solver][INFO] - Valid | Epoch 392 | 5/20 | 3.67 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.112
[2024-12-12 16:07:52,835][demucs.solver][INFO] - Valid | Epoch 392 | 6/20 | 3.86 it/sec | Loss 0.5222 | Reco 0.5222 | Nsdr 1.124
[2024-12-12 16:07:53,060][demucs.solver][INFO] - Valid | Epoch 392 | 7/20 | 3.93 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.136
[2024-12-12 16:07:53,292][demucs.solver][INFO] - Valid | Epoch 392 | 8/20 | 3.97 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.118
[2024-12-12 16:07:53,448][demucs.solver][INFO] - Valid | Epoch 392 | 9/20 | 4.12 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.122
[2024-12-12 16:07:53,628][demucs.solver][INFO] - Valid | Epoch 392 | 10/20 | 4.22 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.111
[2024-12-12 16:07:53,830][demucs.solver][INFO] - Valid | Epoch 392 | 11/20 | 4.28 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.111
[2024-12-12 16:07:54,092][demucs.solver][INFO] - Valid | Epoch 392 | 12/20 | 4.24 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.096
[2024-12-12 16:07:54,261][demucs.solver][INFO] - Valid | Epoch 392 | 13/20 | 4.32 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.101
[2024-12-12 16:07:54,478][demucs.solver][INFO] - Valid | Epoch 392 | 14/20 | 4.34 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.106
[2024-12-12 16:07:54,685][demucs.solver][INFO] - Valid | Epoch 392 | 15/20 | 4.37 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.110
[2024-12-12 16:07:54,887][demucs.solver][INFO] - Valid | Epoch 392 | 16/20 | 4.40 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.119
[2024-12-12 16:07:55,078][demucs.solver][INFO] - Valid | Epoch 392 | 17/20 | 4.44 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.128
[2024-12-12 16:07:55,305][demucs.solver][INFO] - Valid | Epoch 392 | 18/20 | 4.44 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.111
[2024-12-12 16:07:55,471][demucs.solver][INFO] - Valid | Epoch 392 | 19/20 | 4.50 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.119
[2024-12-12 16:07:55,780][demucs.solver][INFO] - Valid Summary | Epoch 392 | Loss=0.5475 | Reco=0.5475 | Nsdr=1.119 | Best=0.5362 | Bname=main
[2024-12-12 16:07:57,101][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:07:57,101][demucs.solver][INFO] - Training...
[2024-12-12 16:08:04,563][demucs.solver][INFO] - Train | Epoch 393 | 1/14 | 0.34 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 0.8039
[2024-12-12 16:08:05,258][demucs.solver][INFO] - Train | Epoch 393 | 2/14 | 0.45 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.9270
[2024-12-12 16:08:05,898][demucs.solver][INFO] - Train | Epoch 393 | 3/14 | 0.55 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.9588
[2024-12-12 16:08:06,535][demucs.solver][INFO] - Train | Epoch 393 | 4/14 | 0.63 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.9127
[2024-12-12 16:08:07,172][demucs.solver][INFO] - Train | Epoch 393 | 5/14 | 0.70 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.8269
[2024-12-12 16:08:07,812][demucs.solver][INFO] - Train | Epoch 393 | 6/14 | 0.76 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 0.8628
[2024-12-12 16:08:08,445][demucs.solver][INFO] - Train | Epoch 393 | 7/14 | 0.82 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.8808
[2024-12-12 16:08:09,075][demucs.solver][INFO] - Train | Epoch 393 | 8/14 | 0.86 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.8158
[2024-12-12 16:08:09,710][demucs.solver][INFO] - Train | Epoch 393 | 9/14 | 0.90 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.7987
[2024-12-12 16:08:10,348][demucs.solver][INFO] - Train | Epoch 393 | 10/14 | 0.94 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.8006
[2024-12-12 16:08:10,981][demucs.solver][INFO] - Train | Epoch 393 | 11/14 | 0.97 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.7825
[2024-12-12 16:08:11,609][demucs.solver][INFO] - Train | Epoch 393 | 12/14 | 1.00 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.7537
[2024-12-12 16:08:12,237][demucs.solver][INFO] - Train | Epoch 393 | 13/14 | 1.03 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.7679
[2024-12-12 16:08:12,485][demucs.solver][INFO] - Train Summary | Epoch 393 | Loss=0.2491 | Reco=0.2491 | Grad=0.7679
[2024-12-12 16:08:12,485][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:08:12,485][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:08:15,142][demucs.solver][INFO] - Valid | Epoch 393 | 1/20 | 1.55 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.237
[2024-12-12 16:08:15,662][demucs.solver][INFO] - Valid | Epoch 393 | 2/20 | 1.66 it/sec | Loss 0.4491 | Reco 0.4491 | Nsdr 1.109
[2024-12-12 16:08:15,806][demucs.solver][INFO] - Valid | Epoch 393 | 3/20 | 2.05 it/sec | Loss 0.4938 | Reco 0.4938 | Nsdr 1.161
[2024-12-12 16:08:15,967][demucs.solver][INFO] - Valid | Epoch 393 | 4/20 | 2.36 it/sec | Loss 0.5112 | Reco 0.5112 | Nsdr 1.183
[2024-12-12 16:08:16,101][demucs.solver][INFO] - Valid | Epoch 393 | 5/20 | 2.67 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.160
[2024-12-12 16:08:16,256][demucs.solver][INFO] - Valid | Epoch 393 | 6/20 | 2.91 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.170
[2024-12-12 16:08:16,397][demucs.solver][INFO] - Valid | Epoch 393 | 7/20 | 3.14 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.185
[2024-12-12 16:08:16,561][demucs.solver][INFO] - Valid | Epoch 393 | 8/20 | 3.32 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.172
[2024-12-12 16:08:16,722][demucs.solver][INFO] - Valid | Epoch 393 | 9/20 | 3.48 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.181
[2024-12-12 16:08:16,885][demucs.solver][INFO] - Valid | Epoch 393 | 10/20 | 3.62 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.164
[2024-12-12 16:08:17,058][demucs.solver][INFO] - Valid | Epoch 393 | 11/20 | 3.74 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.161
[2024-12-12 16:08:17,200][demucs.solver][INFO] - Valid | Epoch 393 | 12/20 | 3.88 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.144
[2024-12-12 16:08:17,363][demucs.solver][INFO] - Valid | Epoch 393 | 13/20 | 3.99 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.147
[2024-12-12 16:08:17,537][demucs.solver][INFO] - Valid | Epoch 393 | 14/20 | 4.07 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.151
[2024-12-12 16:08:17,700][demucs.solver][INFO] - Valid | Epoch 393 | 15/20 | 4.16 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.157
[2024-12-12 16:08:17,853][demucs.solver][INFO] - Valid | Epoch 393 | 16/20 | 4.25 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.163
[2024-12-12 16:08:18,003][demucs.solver][INFO] - Valid | Epoch 393 | 17/20 | 4.34 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.174
[2024-12-12 16:08:18,169][demucs.solver][INFO] - Valid | Epoch 393 | 18/20 | 4.40 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.153
[2024-12-12 16:08:18,331][demucs.solver][INFO] - Valid | Epoch 393 | 19/20 | 4.46 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.164
[2024-12-12 16:08:18,605][demucs.solver][INFO] - Valid Summary | Epoch 393 | Loss=0.5424 | Reco=0.5424 | Nsdr=1.164 | Best=0.5362 | Bname=main
[2024-12-12 16:08:19,911][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:08:19,911][demucs.solver][INFO] - Training...
[2024-12-12 16:08:27,257][demucs.solver][INFO] - Train | Epoch 394 | 1/14 | 0.34 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.2156
[2024-12-12 16:08:27,913][demucs.solver][INFO] - Train | Epoch 394 | 2/14 | 0.46 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.1745
[2024-12-12 16:08:28,563][demucs.solver][INFO] - Train | Epoch 394 | 3/14 | 0.56 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.1808
[2024-12-12 16:08:29,213][demucs.solver][INFO] - Train | Epoch 394 | 4/14 | 0.64 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.2713
[2024-12-12 16:08:29,853][demucs.solver][INFO] - Train | Epoch 394 | 5/14 | 0.71 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.2836
[2024-12-12 16:08:30,496][demucs.solver][INFO] - Train | Epoch 394 | 6/14 | 0.77 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.2584
[2024-12-12 16:08:31,139][demucs.solver][INFO] - Train | Epoch 394 | 7/14 | 0.82 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.3036
[2024-12-12 16:08:31,780][demucs.solver][INFO] - Train | Epoch 394 | 8/14 | 0.86 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.2888
[2024-12-12 16:08:32,419][demucs.solver][INFO] - Train | Epoch 394 | 9/14 | 0.90 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.3316
[2024-12-12 16:08:33,059][demucs.solver][INFO] - Train | Epoch 394 | 10/14 | 0.94 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.3716
[2024-12-12 16:08:33,689][demucs.solver][INFO] - Train | Epoch 394 | 11/14 | 0.97 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.3940
[2024-12-12 16:08:34,319][demucs.solver][INFO] - Train | Epoch 394 | 12/14 | 1.00 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.3865
[2024-12-12 16:08:34,947][demucs.solver][INFO] - Train | Epoch 394 | 13/14 | 1.03 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.4540
[2024-12-12 16:08:35,211][demucs.solver][INFO] - Train Summary | Epoch 394 | Loss=0.2517 | Reco=0.2517 | Grad=0.4540
[2024-12-12 16:08:35,211][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:08:35,211][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:08:37,153][demucs.solver][INFO] - Valid | Epoch 394 | 1/20 | 3.93 it/sec | Loss 0.5824 | Reco 0.5824 | Nsdr 1.137
[2024-12-12 16:08:37,331][demucs.solver][INFO] - Valid | Epoch 394 | 2/20 | 4.37 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 1.035
[2024-12-12 16:08:37,504][demucs.solver][INFO] - Valid | Epoch 394 | 3/20 | 4.65 it/sec | Loss 0.4994 | Reco 0.4994 | Nsdr 1.081
[2024-12-12 16:08:37,663][demucs.solver][INFO] - Valid | Epoch 394 | 4/20 | 4.91 it/sec | Loss 0.5184 | Reco 0.5184 | Nsdr 1.089
[2024-12-12 16:08:37,817][demucs.solver][INFO] - Valid | Epoch 394 | 5/20 | 5.12 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.055
[2024-12-12 16:08:37,971][demucs.solver][INFO] - Valid | Epoch 394 | 6/20 | 5.28 it/sec | Loss 0.5256 | Reco 0.5256 | Nsdr 1.067
[2024-12-12 16:08:38,134][demucs.solver][INFO] - Valid | Epoch 394 | 7/20 | 5.37 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.079
[2024-12-12 16:08:38,286][demucs.solver][INFO] - Valid | Epoch 394 | 8/20 | 5.48 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.059
[2024-12-12 16:08:38,430][demucs.solver][INFO] - Valid | Epoch 394 | 9/20 | 5.60 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.060
[2024-12-12 16:08:38,594][demucs.solver][INFO] - Valid | Epoch 394 | 10/20 | 5.64 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.051
[2024-12-12 16:08:38,758][demucs.solver][INFO] - Valid | Epoch 394 | 11/20 | 5.68 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.052
[2024-12-12 16:08:38,913][demucs.solver][INFO] - Valid | Epoch 394 | 12/20 | 5.73 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.039
[2024-12-12 16:08:39,054][demucs.solver][INFO] - Valid | Epoch 394 | 13/20 | 5.81 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.043
[2024-12-12 16:08:39,224][demucs.solver][INFO] - Valid | Epoch 394 | 14/20 | 5.81 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.047
[2024-12-12 16:08:39,381][demucs.solver][INFO] - Valid | Epoch 394 | 15/20 | 5.85 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.051
[2024-12-12 16:08:39,548][demucs.solver][INFO] - Valid | Epoch 394 | 16/20 | 5.85 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.058
[2024-12-12 16:08:39,704][demucs.solver][INFO] - Valid | Epoch 394 | 17/20 | 5.88 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.069
[2024-12-12 16:08:39,870][demucs.solver][INFO] - Valid | Epoch 394 | 18/20 | 5.89 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.054
[2024-12-12 16:08:40,038][demucs.solver][INFO] - Valid | Epoch 394 | 19/20 | 5.89 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.063
[2024-12-12 16:08:40,343][demucs.solver][INFO] - Valid Summary | Epoch 394 | Loss=0.5513 | Reco=0.5513 | Nsdr=1.063 | Best=0.5362 | Bname=main
[2024-12-12 16:08:41,753][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:08:41,753][demucs.solver][INFO] - Training...
[2024-12-12 16:08:51,829][demucs.solver][INFO] - Train | Epoch 395 | 1/14 | 0.24 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 1.0894
[2024-12-12 16:08:52,477][demucs.solver][INFO] - Train | Epoch 395 | 2/14 | 0.33 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.8696
[2024-12-12 16:08:53,109][demucs.solver][INFO] - Train | Epoch 395 | 3/14 | 0.41 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.7837
[2024-12-12 16:08:53,759][demucs.solver][INFO] - Train | Epoch 395 | 4/14 | 0.48 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 0.7016
[2024-12-12 16:08:54,397][demucs.solver][INFO] - Train | Epoch 395 | 5/14 | 0.55 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 0.7164
[2024-12-12 16:08:55,029][demucs.solver][INFO] - Train | Epoch 395 | 6/14 | 0.60 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 0.7869
[2024-12-12 16:08:55,660][demucs.solver][INFO] - Train | Epoch 395 | 7/14 | 0.65 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.8599
[2024-12-12 16:08:56,291][demucs.solver][INFO] - Train | Epoch 395 | 8/14 | 0.70 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.8527
[2024-12-12 16:08:56,925][demucs.solver][INFO] - Train | Epoch 395 | 9/14 | 0.74 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 0.7813
[2024-12-12 16:08:57,577][demucs.solver][INFO] - Train | Epoch 395 | 10/14 | 0.78 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.7443
[2024-12-12 16:08:58,213][demucs.solver][INFO] - Train | Epoch 395 | 11/14 | 0.81 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.8229
[2024-12-12 16:08:58,849][demucs.solver][INFO] - Train | Epoch 395 | 12/14 | 0.84 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.8388
[2024-12-12 16:08:59,959][demucs.solver][INFO] - Train | Epoch 395 | 13/14 | 0.85 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.8160
[2024-12-12 16:09:00,226][demucs.solver][INFO] - Train Summary | Epoch 395 | Loss=0.2467 | Reco=0.2467 | Grad=0.8160
[2024-12-12 16:09:00,227][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:09:00,227][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:09:03,192][demucs.solver][INFO] - Valid | Epoch 395 | 1/20 | 1.42 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.269
[2024-12-12 16:09:03,593][demucs.solver][INFO] - Valid | Epoch 395 | 2/20 | 1.66 it/sec | Loss 0.4469 | Reco 0.4469 | Nsdr 1.136
[2024-12-12 16:09:03,982][demucs.solver][INFO] - Valid | Epoch 395 | 3/20 | 1.82 it/sec | Loss 0.4917 | Reco 0.4917 | Nsdr 1.185
[2024-12-12 16:09:04,332][demucs.solver][INFO] - Valid | Epoch 395 | 4/20 | 1.96 it/sec | Loss 0.5089 | Reco 0.5089 | Nsdr 1.210
[2024-12-12 16:09:04,572][demucs.solver][INFO] - Valid | Epoch 395 | 5/20 | 2.15 it/sec | Loss 0.5304 | Reco 0.5304 | Nsdr 1.191
[2024-12-12 16:09:04,914][demucs.solver][INFO] - Valid | Epoch 395 | 6/20 | 2.23 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.199
[2024-12-12 16:09:05,182][demucs.solver][INFO] - Valid | Epoch 395 | 7/20 | 2.35 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.215
[2024-12-12 16:09:05,454][demucs.solver][INFO] - Valid | Epoch 395 | 8/20 | 2.45 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.206
[2024-12-12 16:09:05,752][demucs.solver][INFO] - Valid | Epoch 395 | 9/20 | 2.52 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.216
[2024-12-12 16:09:06,030][demucs.solver][INFO] - Valid | Epoch 395 | 10/20 | 2.59 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.200
[2024-12-12 16:09:06,298][demucs.solver][INFO] - Valid | Epoch 395 | 11/20 | 2.66 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.197
[2024-12-12 16:09:06,503][demucs.solver][INFO] - Valid | Epoch 395 | 12/20 | 2.75 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.179
[2024-12-12 16:09:06,793][demucs.solver][INFO] - Valid | Epoch 395 | 13/20 | 2.79 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.181
[2024-12-12 16:09:07,084][demucs.solver][INFO] - Valid | Epoch 395 | 14/20 | 2.83 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.185
[2024-12-12 16:09:07,287][demucs.solver][INFO] - Valid | Epoch 395 | 15/20 | 2.91 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.191
[2024-12-12 16:09:07,582][demucs.solver][INFO] - Valid | Epoch 395 | 16/20 | 2.93 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.197
[2024-12-12 16:09:07,773][demucs.solver][INFO] - Valid | Epoch 395 | 17/20 | 3.00 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.206
[2024-12-12 16:09:08,110][demucs.solver][INFO] - Valid | Epoch 395 | 18/20 | 3.00 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.185
[2024-12-12 16:09:08,298][demucs.solver][INFO] - Valid | Epoch 395 | 19/20 | 3.07 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.196
[2024-12-12 16:09:08,599][demucs.solver][INFO] - Valid Summary | Epoch 395 | Loss=0.5400 | Reco=0.5400 | Nsdr=1.196 | Best=0.5362 | Bname=main
[2024-12-12 16:09:09,945][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:09:09,945][demucs.solver][INFO] - Training...
[2024-12-12 16:09:16,811][demucs.solver][INFO] - Train | Epoch 396 | 1/14 | 0.38 it/sec | Loss 0.2754 | Reco 0.2754 | Grad 1.0748
[2024-12-12 16:09:17,452][demucs.solver][INFO] - Train | Epoch 396 | 2/14 | 0.51 it/sec | Loss 0.2695 | Reco 0.2695 | Grad 0.9240
[2024-12-12 16:09:18,102][demucs.solver][INFO] - Train | Epoch 396 | 3/14 | 0.61 it/sec | Loss 0.2716 | Reco 0.2716 | Grad 0.9061
[2024-12-12 16:09:18,742][demucs.solver][INFO] - Train | Epoch 396 | 4/14 | 0.70 it/sec | Loss 0.2661 | Reco 0.2661 | Grad 0.8954
[2024-12-12 16:09:19,381][demucs.solver][INFO] - Train | Epoch 396 | 5/14 | 0.77 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 0.7990
[2024-12-12 16:09:20,028][demucs.solver][INFO] - Train | Epoch 396 | 6/14 | 0.83 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.7831
[2024-12-12 16:09:20,666][demucs.solver][INFO] - Train | Epoch 396 | 7/14 | 0.88 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 0.7707
[2024-12-12 16:09:21,299][demucs.solver][INFO] - Train | Epoch 396 | 8/14 | 0.92 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 0.7260
[2024-12-12 16:09:21,942][demucs.solver][INFO] - Train | Epoch 396 | 9/14 | 0.96 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 0.7113
[2024-12-12 16:09:22,581][demucs.solver][INFO] - Train | Epoch 396 | 10/14 | 1.00 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.7340
[2024-12-12 16:09:23,214][demucs.solver][INFO] - Train | Epoch 396 | 11/14 | 1.03 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.7950
[2024-12-12 16:09:23,845][demucs.solver][INFO] - Train | Epoch 396 | 12/14 | 1.06 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.7730
[2024-12-12 16:09:24,475][demucs.solver][INFO] - Train | Epoch 396 | 13/14 | 1.08 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.7371
[2024-12-12 16:09:24,761][demucs.solver][INFO] - Train Summary | Epoch 396 | Loss=0.2493 | Reco=0.2493 | Grad=0.7371
[2024-12-12 16:09:24,761][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:09:24,762][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:09:26,794][demucs.solver][INFO] - Valid | Epoch 396 | 1/20 | 3.92 it/sec | Loss 0.5822 | Reco 0.5822 | Nsdr 1.117
[2024-12-12 16:09:26,967][demucs.solver][INFO] - Valid | Epoch 396 | 2/20 | 4.39 it/sec | Loss 0.4539 | Reco 0.4539 | Nsdr 1.030
[2024-12-12 16:09:27,146][demucs.solver][INFO] - Valid | Epoch 396 | 3/20 | 4.64 it/sec | Loss 0.4999 | Reco 0.4999 | Nsdr 1.059
[2024-12-12 16:09:27,295][demucs.solver][INFO] - Valid | Epoch 396 | 4/20 | 4.94 it/sec | Loss 0.5183 | Reco 0.5183 | Nsdr 1.076
[2024-12-12 16:09:27,456][demucs.solver][INFO] - Valid | Epoch 396 | 5/20 | 5.12 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.048
[2024-12-12 16:09:27,627][demucs.solver][INFO] - Valid | Epoch 396 | 6/20 | 5.21 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.061
[2024-12-12 16:09:27,795][demucs.solver][INFO] - Valid | Epoch 396 | 7/20 | 5.30 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.070
[2024-12-12 16:09:27,968][demucs.solver][INFO] - Valid | Epoch 396 | 8/20 | 5.34 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.054
[2024-12-12 16:09:28,140][demucs.solver][INFO] - Valid | Epoch 396 | 9/20 | 5.39 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.057
[2024-12-12 16:09:28,311][demucs.solver][INFO] - Valid | Epoch 396 | 10/20 | 5.43 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.044
[2024-12-12 16:09:28,481][demucs.solver][INFO] - Valid | Epoch 396 | 11/20 | 5.46 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.046
[2024-12-12 16:09:28,643][demucs.solver][INFO] - Valid | Epoch 396 | 12/20 | 5.51 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.034
[2024-12-12 16:09:28,803][demucs.solver][INFO] - Valid | Epoch 396 | 13/20 | 5.56 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.043
[2024-12-12 16:09:28,968][demucs.solver][INFO] - Valid | Epoch 396 | 14/20 | 5.59 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.048
[2024-12-12 16:09:29,140][demucs.solver][INFO] - Valid | Epoch 396 | 15/20 | 5.60 it/sec | Loss 0.5763 | Reco 0.5763 | Nsdr 1.053
[2024-12-12 16:09:29,313][demucs.solver][INFO] - Valid | Epoch 396 | 16/20 | 5.61 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.062
[2024-12-12 16:09:29,483][demucs.solver][INFO] - Valid | Epoch 396 | 17/20 | 5.63 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.065
[2024-12-12 16:09:29,656][demucs.solver][INFO] - Valid | Epoch 396 | 18/20 | 5.63 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.050
[2024-12-12 16:09:29,817][demucs.solver][INFO] - Valid | Epoch 396 | 19/20 | 5.66 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.058
[2024-12-12 16:09:30,101][demucs.solver][INFO] - Valid Summary | Epoch 396 | Loss=0.5501 | Reco=0.5501 | Nsdr=1.058 | Best=0.5362 | Bname=main
[2024-12-12 16:09:31,412][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:09:31,412][demucs.solver][INFO] - Training...
[2024-12-12 16:09:37,261][demucs.solver][INFO] - Train | Epoch 397 | 1/14 | 0.45 it/sec | Loss 0.2728 | Reco 0.2728 | Grad 0.5830
[2024-12-12 16:09:37,905][demucs.solver][INFO] - Train | Epoch 397 | 2/14 | 0.59 it/sec | Loss 0.2671 | Reco 0.2671 | Grad 0.4518
[2024-12-12 16:09:38,562][demucs.solver][INFO] - Train | Epoch 397 | 3/14 | 0.69 it/sec | Loss 0.2649 | Reco 0.2649 | Grad 0.5424
[2024-12-12 16:09:40,087][demucs.solver][INFO] - Train | Epoch 397 | 4/14 | 0.69 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 0.5778
[2024-12-12 16:09:40,724][demucs.solver][INFO] - Train | Epoch 397 | 5/14 | 0.76 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.7879
[2024-12-12 16:09:41,361][demucs.solver][INFO] - Train | Epoch 397 | 6/14 | 0.82 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.7009
[2024-12-12 16:09:41,988][demucs.solver][INFO] - Train | Epoch 397 | 7/14 | 0.87 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.6984
[2024-12-12 16:09:42,616][demucs.solver][INFO] - Train | Epoch 397 | 8/14 | 0.92 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.7686
[2024-12-12 16:09:43,244][demucs.solver][INFO] - Train | Epoch 397 | 9/14 | 0.96 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.7840
[2024-12-12 16:09:43,875][demucs.solver][INFO] - Train | Epoch 397 | 10/14 | 0.99 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.8343
[2024-12-12 16:09:44,505][demucs.solver][INFO] - Train | Epoch 397 | 11/14 | 1.03 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.8069
[2024-12-12 16:09:45,133][demucs.solver][INFO] - Train | Epoch 397 | 12/14 | 1.05 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.7647
[2024-12-12 16:09:45,759][demucs.solver][INFO] - Train | Epoch 397 | 13/14 | 1.08 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.7768
[2024-12-12 16:09:46,027][demucs.solver][INFO] - Train Summary | Epoch 397 | Loss=0.2450 | Reco=0.2450 | Grad=0.7768
[2024-12-12 16:09:46,028][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:09:46,028][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:09:48,056][demucs.solver][INFO] - Valid | Epoch 397 | 1/20 | 3.26 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.234
[2024-12-12 16:09:48,234][demucs.solver][INFO] - Valid | Epoch 397 | 2/20 | 3.79 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.119
[2024-12-12 16:09:48,428][demucs.solver][INFO] - Valid | Epoch 397 | 3/20 | 4.06 it/sec | Loss 0.4940 | Reco 0.4940 | Nsdr 1.152
[2024-12-12 16:09:48,620][demucs.solver][INFO] - Valid | Epoch 397 | 4/20 | 4.25 it/sec | Loss 0.5118 | Reco 0.5118 | Nsdr 1.169
[2024-12-12 16:09:48,773][demucs.solver][INFO] - Valid | Epoch 397 | 5/20 | 4.51 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.141
[2024-12-12 16:09:48,949][demucs.solver][INFO] - Valid | Epoch 397 | 6/20 | 4.65 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.151
[2024-12-12 16:09:49,125][demucs.solver][INFO] - Valid | Epoch 397 | 7/20 | 4.76 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.159
[2024-12-12 16:09:49,264][demucs.solver][INFO] - Valid | Epoch 397 | 8/20 | 4.94 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.144
[2024-12-12 16:09:49,422][demucs.solver][INFO] - Valid | Epoch 397 | 9/20 | 5.06 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.151
[2024-12-12 16:09:49,596][demucs.solver][INFO] - Valid | Epoch 397 | 10/20 | 5.11 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.139
[2024-12-12 16:09:49,771][demucs.solver][INFO] - Valid | Epoch 397 | 11/20 | 5.15 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.139
[2024-12-12 16:09:49,924][demucs.solver][INFO] - Valid | Epoch 397 | 12/20 | 5.24 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.123
[2024-12-12 16:09:50,064][demucs.solver][INFO] - Valid | Epoch 397 | 13/20 | 5.34 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.128
[2024-12-12 16:09:50,238][demucs.solver][INFO] - Valid | Epoch 397 | 14/20 | 5.37 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.132
[2024-12-12 16:09:50,402][demucs.solver][INFO] - Valid | Epoch 397 | 15/20 | 5.41 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.136
[2024-12-12 16:09:50,565][demucs.solver][INFO] - Valid | Epoch 397 | 16/20 | 5.45 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.143
[2024-12-12 16:09:50,729][demucs.solver][INFO] - Valid | Epoch 397 | 17/20 | 5.48 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.151
[2024-12-12 16:09:50,904][demucs.solver][INFO] - Valid | Epoch 397 | 18/20 | 5.49 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.135
[2024-12-12 16:09:51,068][demucs.solver][INFO] - Valid | Epoch 397 | 19/20 | 5.52 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.143
[2024-12-12 16:09:51,368][demucs.solver][INFO] - Valid Summary | Epoch 397 | Loss=0.5435 | Reco=0.5435 | Nsdr=1.143 | Best=0.5362 | Bname=main
[2024-12-12 16:09:52,685][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:09:52,686][demucs.solver][INFO] - Training...
[2024-12-12 16:10:00,651][demucs.solver][INFO] - Train | Epoch 398 | 1/14 | 0.31 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.8669
[2024-12-12 16:10:01,302][demucs.solver][INFO] - Train | Epoch 398 | 2/14 | 0.43 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.7933
[2024-12-12 16:10:01,951][demucs.solver][INFO] - Train | Epoch 398 | 3/14 | 0.52 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.0356
[2024-12-12 16:10:02,585][demucs.solver][INFO] - Train | Epoch 398 | 4/14 | 0.60 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 1.0544
[2024-12-12 16:10:03,224][demucs.solver][INFO] - Train | Epoch 398 | 5/14 | 0.67 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.9870
[2024-12-12 16:10:03,876][demucs.solver][INFO] - Train | Epoch 398 | 6/14 | 0.73 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.0074
[2024-12-12 16:10:04,519][demucs.solver][INFO] - Train | Epoch 398 | 7/14 | 0.78 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.0025
[2024-12-12 16:10:05,158][demucs.solver][INFO] - Train | Epoch 398 | 8/14 | 0.82 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.9754
[2024-12-12 16:10:05,795][demucs.solver][INFO] - Train | Epoch 398 | 9/14 | 0.87 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.8978
[2024-12-12 16:10:06,431][demucs.solver][INFO] - Train | Epoch 398 | 10/14 | 0.90 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 1.0500
[2024-12-12 16:10:07,207][demucs.solver][INFO] - Train | Epoch 398 | 11/14 | 0.93 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 1.0015
[2024-12-12 16:10:07,845][demucs.solver][INFO] - Train | Epoch 398 | 12/14 | 0.96 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.9485
[2024-12-12 16:10:08,496][demucs.solver][INFO] - Train | Epoch 398 | 13/14 | 0.98 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.9345
[2024-12-12 16:10:08,737][demucs.solver][INFO] - Train Summary | Epoch 398 | Loss=0.2449 | Reco=0.2449 | Grad=0.9345
[2024-12-12 16:10:08,738][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:10:08,738][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:10:10,696][demucs.solver][INFO] - Valid | Epoch 398 | 1/20 | 3.88 it/sec | Loss 0.5943 | Reco 0.5943 | Nsdr 0.974
[2024-12-12 16:10:10,864][demucs.solver][INFO] - Valid | Epoch 398 | 2/20 | 4.39 it/sec | Loss 0.4628 | Reco 0.4628 | Nsdr 0.935
[2024-12-12 16:10:11,041][demucs.solver][INFO] - Valid | Epoch 398 | 3/20 | 4.65 it/sec | Loss 0.5090 | Reco 0.5090 | Nsdr 0.957
[2024-12-12 16:10:11,219][demucs.solver][INFO] - Valid | Epoch 398 | 4/20 | 4.82 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 0.938
[2024-12-12 16:10:11,385][demucs.solver][INFO] - Valid | Epoch 398 | 5/20 | 4.98 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 0.887
[2024-12-12 16:10:11,531][demucs.solver][INFO] - Valid | Epoch 398 | 6/20 | 5.18 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 0.906
[2024-12-12 16:10:11,698][demucs.solver][INFO] - Valid | Epoch 398 | 7/20 | 5.27 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 0.911
[2024-12-12 16:10:11,878][demucs.solver][INFO] - Valid | Epoch 398 | 8/20 | 5.30 it/sec | Loss 0.5790 | Reco 0.5790 | Nsdr 0.883
[2024-12-12 16:10:12,034][demucs.solver][INFO] - Valid | Epoch 398 | 9/20 | 5.40 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 0.877
[2024-12-12 16:10:12,190][demucs.solver][INFO] - Valid | Epoch 398 | 10/20 | 5.48 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 0.878
[2024-12-12 16:10:12,375][demucs.solver][INFO] - Valid | Epoch 398 | 11/20 | 5.47 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 0.885
[2024-12-12 16:10:12,551][demucs.solver][INFO] - Valid | Epoch 398 | 12/20 | 5.48 it/sec | Loss 0.5841 | Reco 0.5841 | Nsdr 0.879
[2024-12-12 16:10:12,718][demucs.solver][INFO] - Valid | Epoch 398 | 13/20 | 5.52 it/sec | Loss 0.5913 | Reco 0.5913 | Nsdr 0.889
[2024-12-12 16:10:12,875][demucs.solver][INFO] - Valid | Epoch 398 | 14/20 | 5.57 it/sec | Loss 0.5890 | Reco 0.5890 | Nsdr 0.892
[2024-12-12 16:10:13,042][demucs.solver][INFO] - Valid | Epoch 398 | 15/20 | 5.59 it/sec | Loss 0.5906 | Reco 0.5906 | Nsdr 0.891
[2024-12-12 16:10:13,198][demucs.solver][INFO] - Valid | Epoch 398 | 16/20 | 5.63 it/sec | Loss 0.5942 | Reco 0.5942 | Nsdr 0.901
[2024-12-12 16:10:13,366][demucs.solver][INFO] - Valid | Epoch 398 | 17/20 | 5.65 it/sec | Loss 0.5818 | Reco 0.5818 | Nsdr 0.908
[2024-12-12 16:10:13,534][demucs.solver][INFO] - Valid | Epoch 398 | 18/20 | 5.67 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 0.902
[2024-12-12 16:10:13,700][demucs.solver][INFO] - Valid | Epoch 398 | 19/20 | 5.68 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 0.905
[2024-12-12 16:10:14,025][demucs.solver][INFO] - Valid Summary | Epoch 398 | Loss=0.5636 | Reco=0.5636 | Nsdr=0.905 | Best=0.5362 | Bname=main
[2024-12-12 16:10:15,368][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:10:15,369][demucs.solver][INFO] - Training...
[2024-12-12 16:10:20,404][demucs.solver][INFO] - Train | Epoch 399 | 1/14 | 0.56 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 0.9495
[2024-12-12 16:10:21,061][demucs.solver][INFO] - Train | Epoch 399 | 2/14 | 0.71 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 1.2307
[2024-12-12 16:10:23,668][demucs.solver][INFO] - Train | Epoch 399 | 3/14 | 0.58 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.1438
[2024-12-12 16:10:24,303][demucs.solver][INFO] - Train | Epoch 399 | 4/14 | 0.67 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.0099
[2024-12-12 16:10:24,938][demucs.solver][INFO] - Train | Epoch 399 | 5/14 | 0.74 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.0464
[2024-12-12 16:10:25,574][demucs.solver][INFO] - Train | Epoch 399 | 6/14 | 0.80 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 0.9399
[2024-12-12 16:10:26,207][demucs.solver][INFO] - Train | Epoch 399 | 7/14 | 0.85 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.0232
[2024-12-12 16:10:26,837][demucs.solver][INFO] - Train | Epoch 399 | 8/14 | 0.90 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.9464
[2024-12-12 16:10:27,469][demucs.solver][INFO] - Train | Epoch 399 | 9/14 | 0.94 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.9311
[2024-12-12 16:10:28,099][demucs.solver][INFO] - Train | Epoch 399 | 10/14 | 0.98 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.9395
[2024-12-12 16:10:28,729][demucs.solver][INFO] - Train | Epoch 399 | 11/14 | 1.01 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.0107
[2024-12-12 16:10:29,362][demucs.solver][INFO] - Train | Epoch 399 | 12/14 | 1.04 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.9846
[2024-12-12 16:10:29,991][demucs.solver][INFO] - Train | Epoch 399 | 13/14 | 1.06 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.9997
[2024-12-12 16:10:30,275][demucs.solver][INFO] - Train Summary | Epoch 399 | Loss=0.2537 | Reco=0.2537 | Grad=0.9997
[2024-12-12 16:10:30,276][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:10:30,276][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:10:32,633][demucs.solver][INFO] - Valid | Epoch 399 | 1/20 | 2.11 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.265
[2024-12-12 16:10:32,953][demucs.solver][INFO] - Valid | Epoch 399 | 2/20 | 2.37 it/sec | Loss 0.4463 | Reco 0.4463 | Nsdr 1.138
[2024-12-12 16:10:33,227][demucs.solver][INFO] - Valid | Epoch 399 | 3/20 | 2.60 it/sec | Loss 0.4904 | Reco 0.4904 | Nsdr 1.191
[2024-12-12 16:10:33,506][demucs.solver][INFO] - Valid | Epoch 399 | 4/20 | 2.75 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.206
[2024-12-12 16:10:33,729][demucs.solver][INFO] - Valid | Epoch 399 | 5/20 | 2.94 it/sec | Loss 0.5309 | Reco 0.5309 | Nsdr 1.173
[2024-12-12 16:10:34,004][demucs.solver][INFO] - Valid | Epoch 399 | 6/20 | 3.02 it/sec | Loss 0.5147 | Reco 0.5147 | Nsdr 1.184
[2024-12-12 16:10:34,351][demucs.solver][INFO] - Valid | Epoch 399 | 7/20 | 3.00 it/sec | Loss 0.5348 | Reco 0.5348 | Nsdr 1.200
[2024-12-12 16:10:34,614][demucs.solver][INFO] - Valid | Epoch 399 | 8/20 | 3.07 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.184
[2024-12-12 16:10:34,773][demucs.solver][INFO] - Valid | Epoch 399 | 9/20 | 3.24 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.187
[2024-12-12 16:10:34,934][demucs.solver][INFO] - Valid | Epoch 399 | 10/20 | 3.39 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.176
[2024-12-12 16:10:35,108][demucs.solver][INFO] - Valid | Epoch 399 | 11/20 | 3.51 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.176
[2024-12-12 16:10:35,385][demucs.solver][INFO] - Valid | Epoch 399 | 12/20 | 3.52 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.159
[2024-12-12 16:10:35,611][demucs.solver][INFO] - Valid | Epoch 399 | 13/20 | 3.57 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.165
[2024-12-12 16:10:35,807][demucs.solver][INFO] - Valid | Epoch 399 | 14/20 | 3.64 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.169
[2024-12-12 16:10:35,988][demucs.solver][INFO] - Valid | Epoch 399 | 15/20 | 3.72 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.173
[2024-12-12 16:10:36,169][demucs.solver][INFO] - Valid | Epoch 399 | 16/20 | 3.79 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.181
[2024-12-12 16:10:36,338][demucs.solver][INFO] - Valid | Epoch 399 | 17/20 | 3.87 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.192
[2024-12-12 16:10:36,496][demucs.solver][INFO] - Valid | Epoch 399 | 18/20 | 3.95 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.172
[2024-12-12 16:10:36,675][demucs.solver][INFO] - Valid | Epoch 399 | 19/20 | 4.01 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.181
[2024-12-12 16:10:36,977][demucs.solver][INFO] - Valid Summary | Epoch 399 | Loss=0.5408 | Reco=0.5408 | Nsdr=1.181 | Best=0.5362 | Bname=main
[2024-12-12 16:10:38,364][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:10:38,364][demucs.solver][INFO] - Training...
[2024-12-12 16:10:46,326][demucs.solver][INFO] - Train | Epoch 400 | 1/14 | 0.31 it/sec | Loss 0.2113 | Reco 0.2113 | Grad 0.8612
[2024-12-12 16:10:47,119][demucs.solver][INFO] - Train | Epoch 400 | 2/14 | 0.41 it/sec | Loss 0.2132 | Reco 0.2132 | Grad 0.7182
[2024-12-12 16:10:47,767][demucs.solver][INFO] - Train | Epoch 400 | 3/14 | 0.51 it/sec | Loss 0.2162 | Reco 0.2162 | Grad 0.7547
[2024-12-12 16:10:48,408][demucs.solver][INFO] - Train | Epoch 400 | 4/14 | 0.59 it/sec | Loss 0.2203 | Reco 0.2203 | Grad 0.8125
[2024-12-12 16:10:49,049][demucs.solver][INFO] - Train | Epoch 400 | 5/14 | 0.65 it/sec | Loss 0.2209 | Reco 0.2209 | Grad 0.8324
[2024-12-12 16:10:49,691][demucs.solver][INFO] - Train | Epoch 400 | 6/14 | 0.71 it/sec | Loss 0.2262 | Reco 0.2262 | Grad 0.9770
[2024-12-12 16:10:50,328][demucs.solver][INFO] - Train | Epoch 400 | 7/14 | 0.76 it/sec | Loss 0.2275 | Reco 0.2275 | Grad 1.0597
[2024-12-12 16:10:50,964][demucs.solver][INFO] - Train | Epoch 400 | 8/14 | 0.81 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 1.0972
[2024-12-12 16:10:51,600][demucs.solver][INFO] - Train | Epoch 400 | 9/14 | 0.85 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 1.0659
[2024-12-12 16:10:52,233][demucs.solver][INFO] - Train | Epoch 400 | 10/14 | 0.89 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.1172
[2024-12-12 16:10:52,861][demucs.solver][INFO] - Train | Epoch 400 | 11/14 | 0.92 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.0780
[2024-12-12 16:10:53,490][demucs.solver][INFO] - Train | Epoch 400 | 12/14 | 0.95 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 1.0260
[2024-12-12 16:10:54,119][demucs.solver][INFO] - Train | Epoch 400 | 13/14 | 0.98 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.0679
[2024-12-12 16:10:54,394][demucs.solver][INFO] - Train Summary | Epoch 400 | Loss=0.2426 | Reco=0.2426 | Grad=1.0679
[2024-12-12 16:10:54,395][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:10:54,395][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:10:56,597][demucs.solver][INFO] - Valid | Epoch 400 | 1/20 | 3.34 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.238
[2024-12-12 16:10:56,781][demucs.solver][INFO] - Valid | Epoch 400 | 2/20 | 3.83 it/sec | Loss 0.4491 | Reco 0.4491 | Nsdr 1.111
[2024-12-12 16:10:56,964][demucs.solver][INFO] - Valid | Epoch 400 | 3/20 | 4.14 it/sec | Loss 0.4942 | Reco 0.4942 | Nsdr 1.159
[2024-12-12 16:10:57,148][demucs.solver][INFO] - Valid | Epoch 400 | 4/20 | 4.34 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.182
[2024-12-12 16:10:57,333][demucs.solver][INFO] - Valid | Epoch 400 | 5/20 | 4.49 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.156
[2024-12-12 16:10:57,516][demucs.solver][INFO] - Valid | Epoch 400 | 6/20 | 4.61 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.166
[2024-12-12 16:10:57,698][demucs.solver][INFO] - Valid | Epoch 400 | 7/20 | 4.70 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.181
[2024-12-12 16:10:57,873][demucs.solver][INFO] - Valid | Epoch 400 | 8/20 | 4.80 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.166
[2024-12-12 16:10:58,036][demucs.solver][INFO] - Valid | Epoch 400 | 9/20 | 4.91 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.174
[2024-12-12 16:10:58,206][demucs.solver][INFO] - Valid | Epoch 400 | 10/20 | 4.98 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.160
[2024-12-12 16:10:58,378][demucs.solver][INFO] - Valid | Epoch 400 | 11/20 | 5.04 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.158
[2024-12-12 16:10:58,551][demucs.solver][INFO] - Valid | Epoch 400 | 12/20 | 5.09 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.142
[2024-12-12 16:10:58,712][demucs.solver][INFO] - Valid | Epoch 400 | 13/20 | 5.16 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.146
[2024-12-12 16:10:58,877][demucs.solver][INFO] - Valid | Epoch 400 | 14/20 | 5.21 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.151
[2024-12-12 16:10:59,040][demucs.solver][INFO] - Valid | Epoch 400 | 15/20 | 5.26 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.156
[2024-12-12 16:10:59,222][demucs.solver][INFO] - Valid | Epoch 400 | 16/20 | 5.27 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.163
[2024-12-12 16:10:59,396][demucs.solver][INFO] - Valid | Epoch 400 | 17/20 | 5.30 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.172
[2024-12-12 16:10:59,547][demucs.solver][INFO] - Valid | Epoch 400 | 18/20 | 5.35 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.153
[2024-12-12 16:10:59,732][demucs.solver][INFO] - Valid | Epoch 400 | 19/20 | 5.36 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.163
[2024-12-12 16:11:00,055][demucs.solver][INFO] - Valid Summary | Epoch 400 | Loss=0.5432 | Reco=0.5432 | Nsdr=1.163 | Best=0.5362 | Bname=main
[2024-12-12 16:11:00,055][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:11:00,055][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 16:11:12,290][demucs.evaluate][INFO] - Eval | 1/20 | 0.33 it/sec
[2024-12-12 16:11:15,410][demucs.evaluate][INFO] - Eval | 2/20 | 0.33 it/sec
[2024-12-12 16:11:18,484][demucs.evaluate][INFO] - Eval | 3/20 | 0.33 it/sec
[2024-12-12 16:11:21,555][demucs.evaluate][INFO] - Eval | 4/20 | 0.33 it/sec
[2024-12-12 16:11:24,612][demucs.evaluate][INFO] - Eval | 5/20 | 0.33 it/sec
[2024-12-12 16:11:28,408][demucs.evaluate][INFO] - Eval | 6/20 | 0.32 it/sec
[2024-12-12 16:11:31,454][demucs.evaluate][INFO] - Eval | 7/20 | 0.32 it/sec
[2024-12-12 16:11:34,476][demucs.evaluate][INFO] - Eval | 8/20 | 0.32 it/sec
[2024-12-12 16:11:37,585][demucs.evaluate][INFO] - Eval | 9/20 | 0.32 it/sec
[2024-12-12 16:11:40,722][demucs.evaluate][INFO] - Eval | 10/20 | 0.32 it/sec
[2024-12-12 16:11:43,863][demucs.evaluate][INFO] - Eval | 11/20 | 0.32 it/sec
[2024-12-12 16:11:46,911][demucs.evaluate][INFO] - Eval | 12/20 | 0.32 it/sec
[2024-12-12 16:11:49,940][demucs.evaluate][INFO] - Eval | 13/20 | 0.32 it/sec
[2024-12-12 16:11:52,984][demucs.evaluate][INFO] - Eval | 14/20 | 0.32 it/sec
[2024-12-12 16:11:56,042][demucs.evaluate][INFO] - Eval | 15/20 | 0.32 it/sec
[2024-12-12 16:11:59,127][demucs.evaluate][INFO] - Eval | 16/20 | 0.32 it/sec
[2024-12-12 16:12:02,195][demucs.evaluate][INFO] - Eval | 17/20 | 0.32 it/sec
[2024-12-12 16:12:05,260][demucs.evaluate][INFO] - Eval | 18/20 | 0.32 it/sec
[2024-12-12 16:12:08,325][demucs.evaluate][INFO] - Eval | 19/20 | 0.32 it/sec
[2024-12-12 16:12:08,347][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 92.35 it/sec
[2024-12-12 16:12:08,355][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 101.08 it/sec
[2024-12-12 16:12:08,364][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 104.40 it/sec
[2024-12-12 16:12:08,371][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 109.32 it/sec
[2024-12-12 16:12:08,381][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 107.29 it/sec
[2024-12-12 16:12:08,394][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 102.01 it/sec
[2024-12-12 16:12:08,402][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 104.17 it/sec
[2024-12-12 16:12:08,410][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 107.04 it/sec
[2024-12-12 16:12:08,418][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 107.70 it/sec
[2024-12-12 16:12:08,427][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 108.40 it/sec
[2024-12-12 16:12:08,440][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 104.41 it/sec
[2024-12-12 16:12:08,450][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 104.47 it/sec
[2024-12-12 16:12:08,461][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 103.48 it/sec
[2024-12-12 16:12:08,472][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 102.18 it/sec
[2024-12-12 16:12:08,484][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 100.61 it/sec
[2024-12-12 16:12:08,493][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 101.34 it/sec
[2024-12-12 16:12:08,502][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 102.03 it/sec
[2024-12-12 16:12:08,512][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 101.78 it/sec
[2024-12-12 16:12:08,525][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 100.35 it/sec
[2024-12-12 16:12:08,595][demucs.solver][INFO] - Test Summary | Epoch 400 | Nsdr=1.053 | Nsdr_drums=1.077 | Nsdr_bass=1.035 | Nsdr_other=1.092 | Nsdr_vocals=1.008
[2024-12-12 16:12:09,945][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:12:09,945][demucs.solver][INFO] - Training...
[2024-12-12 16:12:19,155][demucs.solver][INFO] - Train | Epoch 401 | 1/14 | 0.26 it/sec | Loss 0.2301 | Reco 0.2301 | Grad 1.1925
[2024-12-12 16:12:19,806][demucs.solver][INFO] - Train | Epoch 401 | 2/14 | 0.36 it/sec | Loss 0.2311 | Reco 0.2311 | Grad 1.3164
[2024-12-12 16:12:20,491][demucs.solver][INFO] - Train | Epoch 401 | 3/14 | 0.44 it/sec | Loss 0.2284 | Reco 0.2284 | Grad 1.0825
[2024-12-12 16:12:21,165][demucs.solver][INFO] - Train | Epoch 401 | 4/14 | 0.51 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.9607
[2024-12-12 16:12:21,861][demucs.solver][INFO] - Train | Epoch 401 | 5/14 | 0.58 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.9531
[2024-12-12 16:12:22,563][demucs.solver][INFO] - Train | Epoch 401 | 6/14 | 0.63 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 1.0443
[2024-12-12 16:12:23,447][demucs.solver][INFO] - Train | Epoch 401 | 7/14 | 0.67 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 1.1657
[2024-12-12 16:12:24,200][demucs.solver][INFO] - Train | Epoch 401 | 8/14 | 0.71 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 1.2024
[2024-12-12 16:12:25,423][demucs.solver][INFO] - Train | Epoch 401 | 9/14 | 0.72 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 1.1465
[2024-12-12 16:12:26,622][demucs.solver][INFO] - Train | Epoch 401 | 10/14 | 0.72 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 1.1343
[2024-12-12 16:12:27,875][demucs.solver][INFO] - Train | Epoch 401 | 11/14 | 0.73 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.0900
[2024-12-12 16:12:28,918][demucs.solver][INFO] - Train | Epoch 401 | 12/14 | 0.74 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 1.0258
[2024-12-12 16:12:29,658][demucs.solver][INFO] - Train | Epoch 401 | 13/14 | 0.77 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 1.0260
[2024-12-12 16:12:29,951][demucs.solver][INFO] - Train Summary | Epoch 401 | Loss=0.2539 | Reco=0.2539 | Grad=1.0260
[2024-12-12 16:12:29,951][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:12:29,951][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:12:32,156][demucs.solver][INFO] - Valid | Epoch 401 | 1/20 | 3.61 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.292
[2024-12-12 16:12:32,418][demucs.solver][INFO] - Valid | Epoch 401 | 2/20 | 3.68 it/sec | Loss 0.4452 | Reco 0.4452 | Nsdr 1.154
[2024-12-12 16:12:32,588][demucs.solver][INFO] - Valid | Epoch 401 | 3/20 | 4.06 it/sec | Loss 0.4897 | Reco 0.4897 | Nsdr 1.201
[2024-12-12 16:12:32,745][demucs.solver][INFO] - Valid | Epoch 401 | 4/20 | 4.38 it/sec | Loss 0.5066 | Reco 0.5066 | Nsdr 1.227
[2024-12-12 16:12:32,926][demucs.solver][INFO] - Valid | Epoch 401 | 5/20 | 4.53 it/sec | Loss 0.5283 | Reco 0.5283 | Nsdr 1.211
[2024-12-12 16:12:33,085][demucs.solver][INFO] - Valid | Epoch 401 | 6/20 | 4.72 it/sec | Loss 0.5125 | Reco 0.5125 | Nsdr 1.217
[2024-12-12 16:12:33,263][demucs.solver][INFO] - Valid | Epoch 401 | 7/20 | 4.82 it/sec | Loss 0.5326 | Reco 0.5326 | Nsdr 1.230
[2024-12-12 16:12:33,428][demucs.solver][INFO] - Valid | Epoch 401 | 8/20 | 4.93 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.221
[2024-12-12 16:12:33,605][demucs.solver][INFO] - Valid | Epoch 401 | 9/20 | 4.99 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.229
[2024-12-12 16:12:33,759][demucs.solver][INFO] - Valid | Epoch 401 | 10/20 | 5.10 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.212
[2024-12-12 16:12:33,947][demucs.solver][INFO] - Valid | Epoch 401 | 11/20 | 5.12 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.208
[2024-12-12 16:12:34,114][demucs.solver][INFO] - Valid | Epoch 401 | 12/20 | 5.18 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.190
[2024-12-12 16:12:34,292][demucs.solver][INFO] - Valid | Epoch 401 | 13/20 | 5.21 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.194
[2024-12-12 16:12:34,469][demucs.solver][INFO] - Valid | Epoch 401 | 14/20 | 5.23 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.198
[2024-12-12 16:12:34,647][demucs.solver][INFO] - Valid | Epoch 401 | 15/20 | 5.25 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.204
[2024-12-12 16:12:34,835][demucs.solver][INFO] - Valid | Epoch 401 | 16/20 | 5.26 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.209
[2024-12-12 16:12:35,011][demucs.solver][INFO] - Valid | Epoch 401 | 17/20 | 5.28 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.218
[2024-12-12 16:12:35,189][demucs.solver][INFO] - Valid | Epoch 401 | 18/20 | 5.30 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.197
[2024-12-12 16:12:35,356][demucs.solver][INFO] - Valid | Epoch 401 | 19/20 | 5.33 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.207
[2024-12-12 16:12:35,670][demucs.solver][INFO] - Valid Summary | Epoch 401 | Loss=0.5381 | Reco=0.5381 | Nsdr=1.207 | Best=0.5362 | Bname=main
[2024-12-12 16:12:36,990][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:12:36,990][demucs.solver][INFO] - Training...
[2024-12-12 16:12:42,609][demucs.solver][INFO] - Train | Epoch 402 | 1/14 | 0.49 it/sec | Loss 0.2786 | Reco 0.2786 | Grad 0.3618
[2024-12-12 16:12:43,275][demucs.solver][INFO] - Train | Epoch 402 | 2/14 | 0.63 it/sec | Loss 0.2774 | Reco 0.2774 | Grad 0.9426
[2024-12-12 16:12:43,924][demucs.solver][INFO] - Train | Epoch 402 | 3/14 | 0.74 it/sec | Loss 0.2657 | Reco 0.2657 | Grad 0.8477
[2024-12-12 16:12:48,703][demucs.solver][INFO] - Train | Epoch 402 | 4/14 | 0.49 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.7125
[2024-12-12 16:12:49,337][demucs.solver][INFO] - Train | Epoch 402 | 5/14 | 0.55 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 0.9402
[2024-12-12 16:12:49,971][demucs.solver][INFO] - Train | Epoch 402 | 6/14 | 0.61 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 0.9569
[2024-12-12 16:12:50,601][demucs.solver][INFO] - Train | Epoch 402 | 7/14 | 0.66 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.9063
[2024-12-12 16:12:51,234][demucs.solver][INFO] - Train | Epoch 402 | 8/14 | 0.71 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 0.8515
[2024-12-12 16:12:51,864][demucs.solver][INFO] - Train | Epoch 402 | 9/14 | 0.75 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.9183
[2024-12-12 16:12:52,496][demucs.solver][INFO] - Train | Epoch 402 | 10/14 | 0.79 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 0.8524
[2024-12-12 16:12:53,130][demucs.solver][INFO] - Train | Epoch 402 | 11/14 | 0.82 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 0.8114
[2024-12-12 16:12:53,783][demucs.solver][INFO] - Train | Epoch 402 | 12/14 | 0.85 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 0.8168
[2024-12-12 16:12:54,452][demucs.solver][INFO] - Train | Epoch 402 | 13/14 | 0.88 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.8428
[2024-12-12 16:12:54,736][demucs.solver][INFO] - Train Summary | Epoch 402 | Loss=0.2519 | Reco=0.2519 | Grad=0.8428
[2024-12-12 16:12:54,736][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:12:54,736][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:12:57,465][demucs.solver][INFO] - Valid | Epoch 402 | 1/20 | 1.69 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.196
[2024-12-12 16:12:57,650][demucs.solver][INFO] - Valid | Epoch 402 | 2/20 | 2.19 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.085
[2024-12-12 16:12:57,828][demucs.solver][INFO] - Valid | Epoch 402 | 3/20 | 2.59 it/sec | Loss 0.4956 | Reco 0.4956 | Nsdr 1.123
[2024-12-12 16:12:58,007][demucs.solver][INFO] - Valid | Epoch 402 | 4/20 | 2.90 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.144
[2024-12-12 16:12:58,174][demucs.solver][INFO] - Valid | Epoch 402 | 5/20 | 3.17 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.114
[2024-12-12 16:12:58,351][demucs.solver][INFO] - Valid | Epoch 402 | 6/20 | 3.38 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.129
[2024-12-12 16:12:58,530][demucs.solver][INFO] - Valid | Epoch 402 | 7/20 | 3.56 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.142
[2024-12-12 16:12:58,719][demucs.solver][INFO] - Valid | Epoch 402 | 8/20 | 3.69 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.127
[2024-12-12 16:12:58,893][demucs.solver][INFO] - Valid | Epoch 402 | 9/20 | 3.83 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.134
[2024-12-12 16:12:59,059][demucs.solver][INFO] - Valid | Epoch 402 | 10/20 | 3.96 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.122
[2024-12-12 16:12:59,214][demucs.solver][INFO] - Valid | Epoch 402 | 11/20 | 4.09 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.122
[2024-12-12 16:12:59,402][demucs.solver][INFO] - Valid | Epoch 402 | 12/20 | 4.16 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.107
[2024-12-12 16:12:59,578][demucs.solver][INFO] - Valid | Epoch 402 | 13/20 | 4.25 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.113
[2024-12-12 16:12:59,752][demucs.solver][INFO] - Valid | Epoch 402 | 14/20 | 4.32 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.118
[2024-12-12 16:12:59,940][demucs.solver][INFO] - Valid | Epoch 402 | 15/20 | 4.37 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.124
[2024-12-12 16:13:00,114][demucs.solver][INFO] - Valid | Epoch 402 | 16/20 | 4.43 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.132
[2024-12-12 16:13:00,290][demucs.solver][INFO] - Valid | Epoch 402 | 17/20 | 4.49 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.136
[2024-12-12 16:13:00,476][demucs.solver][INFO] - Valid | Epoch 402 | 18/20 | 4.53 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.119
[2024-12-12 16:13:00,653][demucs.solver][INFO] - Valid | Epoch 402 | 19/20 | 4.57 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.128
[2024-12-12 16:13:00,978][demucs.solver][INFO] - Valid Summary | Epoch 402 | Loss=0.5451 | Reco=0.5451 | Nsdr=1.128 | Best=0.5362 | Bname=main
[2024-12-12 16:13:02,383][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:13:02,383][demucs.solver][INFO] - Training...
[2024-12-12 16:13:11,965][demucs.solver][INFO] - Train | Epoch 403 | 1/14 | 0.24 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 0.4343
[2024-12-12 16:13:12,659][demucs.solver][INFO] - Train | Epoch 403 | 2/14 | 0.34 it/sec | Loss 0.2286 | Reco 0.2286 | Grad 0.6484
[2024-12-12 16:13:13,302][demucs.solver][INFO] - Train | Epoch 403 | 3/14 | 0.42 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 0.8126
[2024-12-12 16:13:13,940][demucs.solver][INFO] - Train | Epoch 403 | 4/14 | 0.49 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 0.7972
[2024-12-12 16:13:14,576][demucs.solver][INFO] - Train | Epoch 403 | 5/14 | 0.56 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 0.8435
[2024-12-12 16:13:15,214][demucs.solver][INFO] - Train | Epoch 403 | 6/14 | 0.61 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.7478
[2024-12-12 16:13:15,859][demucs.solver][INFO] - Train | Epoch 403 | 7/14 | 0.66 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.8980
[2024-12-12 16:13:16,489][demucs.solver][INFO] - Train | Epoch 403 | 8/14 | 0.71 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.9015
[2024-12-12 16:13:17,121][demucs.solver][INFO] - Train | Epoch 403 | 9/14 | 0.75 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.9844
[2024-12-12 16:13:17,752][demucs.solver][INFO] - Train | Epoch 403 | 10/14 | 0.79 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.9341
[2024-12-12 16:13:18,381][demucs.solver][INFO] - Train | Epoch 403 | 11/14 | 0.82 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.9025
[2024-12-12 16:13:19,014][demucs.solver][INFO] - Train | Epoch 403 | 12/14 | 0.85 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.9175
[2024-12-12 16:13:19,642][demucs.solver][INFO] - Train | Epoch 403 | 13/14 | 0.88 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.9208
[2024-12-12 16:13:19,883][demucs.solver][INFO] - Train Summary | Epoch 403 | Loss=0.2421 | Reco=0.2421 | Grad=0.9208
[2024-12-12 16:13:19,884][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:13:19,884][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:13:22,680][demucs.solver][INFO] - Valid | Epoch 403 | 1/20 | 3.01 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.288
[2024-12-12 16:13:22,949][demucs.solver][INFO] - Valid | Epoch 403 | 2/20 | 3.22 it/sec | Loss 0.4447 | Reco 0.4447 | Nsdr 1.155
[2024-12-12 16:13:23,128][demucs.solver][INFO] - Valid | Epoch 403 | 3/20 | 3.60 it/sec | Loss 0.4893 | Reco 0.4893 | Nsdr 1.191
[2024-12-12 16:13:23,307][demucs.solver][INFO] - Valid | Epoch 403 | 4/20 | 3.87 it/sec | Loss 0.5058 | Reco 0.5058 | Nsdr 1.221
[2024-12-12 16:13:23,486][demucs.solver][INFO] - Valid | Epoch 403 | 5/20 | 4.08 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.202
[2024-12-12 16:13:23,665][demucs.solver][INFO] - Valid | Epoch 403 | 6/20 | 4.25 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.213
[2024-12-12 16:13:23,834][demucs.solver][INFO] - Valid | Epoch 403 | 7/20 | 4.40 it/sec | Loss 0.5316 | Reco 0.5316 | Nsdr 1.224
[2024-12-12 16:13:24,000][demucs.solver][INFO] - Valid | Epoch 403 | 8/20 | 4.54 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.215
[2024-12-12 16:13:24,179][demucs.solver][INFO] - Valid | Epoch 403 | 9/20 | 4.62 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.223
[2024-12-12 16:13:24,356][demucs.solver][INFO] - Valid | Epoch 403 | 10/20 | 4.70 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.207
[2024-12-12 16:13:24,546][demucs.solver][INFO] - Valid | Epoch 403 | 11/20 | 4.74 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.206
[2024-12-12 16:13:24,715][demucs.solver][INFO] - Valid | Epoch 403 | 12/20 | 4.82 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.190
[2024-12-12 16:13:24,894][demucs.solver][INFO] - Valid | Epoch 403 | 13/20 | 4.86 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.195
[2024-12-12 16:13:25,070][demucs.solver][INFO] - Valid | Epoch 403 | 14/20 | 4.91 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.200
[2024-12-12 16:13:25,247][demucs.solver][INFO] - Valid | Epoch 403 | 15/20 | 4.95 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.206
[2024-12-12 16:13:25,436][demucs.solver][INFO] - Valid | Epoch 403 | 16/20 | 4.97 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.214
[2024-12-12 16:13:25,614][demucs.solver][INFO] - Valid | Epoch 403 | 17/20 | 5.00 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.218
[2024-12-12 16:13:25,792][demucs.solver][INFO] - Valid | Epoch 403 | 18/20 | 5.03 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.198
[2024-12-12 16:13:25,948][demucs.solver][INFO] - Valid | Epoch 403 | 19/20 | 5.09 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.207
[2024-12-12 16:13:26,357][demucs.solver][INFO] - Valid Summary | Epoch 403 | Loss=0.5371 | Reco=0.5371 | Nsdr=1.207 | Best=0.5362 | Bname=main
[2024-12-12 16:13:27,664][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:13:27,664][demucs.solver][INFO] - Training...
[2024-12-12 16:13:34,239][demucs.solver][INFO] - Train | Epoch 404 | 1/14 | 0.40 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.4958
[2024-12-12 16:13:35,259][demucs.solver][INFO] - Train | Epoch 404 | 2/14 | 0.50 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.5026
[2024-12-12 16:13:35,910][demucs.solver][INFO] - Train | Epoch 404 | 3/14 | 0.60 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 0.4547
[2024-12-12 16:13:36,548][demucs.solver][INFO] - Train | Epoch 404 | 4/14 | 0.69 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 0.7426
[2024-12-12 16:13:37,186][demucs.solver][INFO] - Train | Epoch 404 | 5/14 | 0.76 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.6659
[2024-12-12 16:13:37,826][demucs.solver][INFO] - Train | Epoch 404 | 6/14 | 0.82 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.9395
[2024-12-12 16:13:38,464][demucs.solver][INFO] - Train | Epoch 404 | 7/14 | 0.87 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 0.8587
[2024-12-12 16:13:39,103][demucs.solver][INFO] - Train | Epoch 404 | 8/14 | 0.92 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.8863
[2024-12-12 16:13:39,745][demucs.solver][INFO] - Train | Epoch 404 | 9/14 | 0.96 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 0.9078
[2024-12-12 16:13:40,989][demucs.solver][INFO] - Train | Epoch 404 | 10/14 | 0.94 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 0.8410
[2024-12-12 16:13:41,814][demucs.solver][INFO] - Train | Epoch 404 | 11/14 | 0.96 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.8179
[2024-12-12 16:13:42,448][demucs.solver][INFO] - Train | Epoch 404 | 12/14 | 0.99 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.7754
[2024-12-12 16:13:43,082][demucs.solver][INFO] - Train | Epoch 404 | 13/14 | 1.02 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.7773
[2024-12-12 16:13:43,404][demucs.solver][INFO] - Train Summary | Epoch 404 | Loss=0.2456 | Reco=0.2456 | Grad=0.7773
[2024-12-12 16:13:43,404][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:13:43,404][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:13:45,590][demucs.solver][INFO] - Valid | Epoch 404 | 1/20 | 3.69 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.306
[2024-12-12 16:13:45,784][demucs.solver][INFO] - Valid | Epoch 404 | 2/20 | 4.07 it/sec | Loss 0.4458 | Reco 0.4458 | Nsdr 1.165
[2024-12-12 16:13:45,963][demucs.solver][INFO] - Valid | Epoch 404 | 3/20 | 4.36 it/sec | Loss 0.4901 | Reco 0.4901 | Nsdr 1.218
[2024-12-12 16:13:46,131][demucs.solver][INFO] - Valid | Epoch 404 | 4/20 | 4.61 it/sec | Loss 0.5074 | Reco 0.5074 | Nsdr 1.239
[2024-12-12 16:13:46,300][demucs.solver][INFO] - Valid | Epoch 404 | 5/20 | 4.79 it/sec | Loss 0.5297 | Reco 0.5297 | Nsdr 1.209
[2024-12-12 16:13:46,471][demucs.solver][INFO] - Valid | Epoch 404 | 6/20 | 4.91 it/sec | Loss 0.5135 | Reco 0.5135 | Nsdr 1.220
[2024-12-12 16:13:46,662][demucs.solver][INFO] - Valid | Epoch 404 | 7/20 | 4.95 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.237
[2024-12-12 16:13:46,854][demucs.solver][INFO] - Valid | Epoch 404 | 8/20 | 4.98 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.223
[2024-12-12 16:13:47,018][demucs.solver][INFO] - Valid | Epoch 404 | 9/20 | 5.07 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.229
[2024-12-12 16:13:47,195][demucs.solver][INFO] - Valid | Epoch 404 | 10/20 | 5.12 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.214
[2024-12-12 16:13:47,373][demucs.solver][INFO] - Valid | Epoch 404 | 11/20 | 5.16 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.212
[2024-12-12 16:13:47,539][demucs.solver][INFO] - Valid | Epoch 404 | 12/20 | 5.22 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.193
[2024-12-12 16:13:47,728][demucs.solver][INFO] - Valid | Epoch 404 | 13/20 | 5.22 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.196
[2024-12-12 16:13:47,905][demucs.solver][INFO] - Valid | Epoch 404 | 14/20 | 5.25 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.202
[2024-12-12 16:13:48,083][demucs.solver][INFO] - Valid | Epoch 404 | 15/20 | 5.27 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.207
[2024-12-12 16:13:48,272][demucs.solver][INFO] - Valid | Epoch 404 | 16/20 | 5.27 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.214
[2024-12-12 16:13:48,462][demucs.solver][INFO] - Valid | Epoch 404 | 17/20 | 5.27 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.226
[2024-12-12 16:13:48,652][demucs.solver][INFO] - Valid | Epoch 404 | 18/20 | 5.27 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.205
[2024-12-12 16:13:48,817][demucs.solver][INFO] - Valid | Epoch 404 | 19/20 | 5.30 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.216
[2024-12-12 16:13:49,131][demucs.solver][INFO] - Valid Summary | Epoch 404 | Loss=0.5388 | Reco=0.5388 | Nsdr=1.216 | Best=0.5362 | Bname=main
[2024-12-12 16:13:50,498][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:13:50,499][demucs.solver][INFO] - Training...
[2024-12-12 16:13:57,541][demucs.solver][INFO] - Train | Epoch 405 | 1/14 | 0.39 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 1.1251
[2024-12-12 16:13:58,188][demucs.solver][INFO] - Train | Epoch 405 | 2/14 | 0.51 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.7939
[2024-12-12 16:13:58,850][demucs.solver][INFO] - Train | Epoch 405 | 3/14 | 0.62 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.6980
[2024-12-12 16:13:59,500][demucs.solver][INFO] - Train | Epoch 405 | 4/14 | 0.70 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 0.7516
[2024-12-12 16:14:00,147][demucs.solver][INFO] - Train | Epoch 405 | 5/14 | 0.77 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 0.7000
[2024-12-12 16:14:00,795][demucs.solver][INFO] - Train | Epoch 405 | 6/14 | 0.83 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.8141
[2024-12-12 16:14:02,758][demucs.solver][INFO] - Train | Epoch 405 | 7/14 | 0.77 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.7832
[2024-12-12 16:14:03,386][demucs.solver][INFO] - Train | Epoch 405 | 8/14 | 0.82 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 0.8387
[2024-12-12 16:14:04,016][demucs.solver][INFO] - Train | Epoch 405 | 9/14 | 0.86 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.8566
[2024-12-12 16:14:04,648][demucs.solver][INFO] - Train | Epoch 405 | 10/14 | 0.90 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 0.8863
[2024-12-12 16:14:05,281][demucs.solver][INFO] - Train | Epoch 405 | 11/14 | 0.93 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.9100
[2024-12-12 16:14:05,912][demucs.solver][INFO] - Train | Epoch 405 | 12/14 | 0.96 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.8902
[2024-12-12 16:14:06,542][demucs.solver][INFO] - Train | Epoch 405 | 13/14 | 0.99 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.8694
[2024-12-12 16:14:06,853][demucs.solver][INFO] - Train Summary | Epoch 405 | Loss=0.2474 | Reco=0.2474 | Grad=0.8694
[2024-12-12 16:14:06,854][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:14:06,854][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:14:09,432][demucs.solver][INFO] - Valid | Epoch 405 | 1/20 | 2.48 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.232
[2024-12-12 16:14:09,851][demucs.solver][INFO] - Valid | Epoch 405 | 2/20 | 2.45 it/sec | Loss 0.4479 | Reco 0.4479 | Nsdr 1.111
[2024-12-12 16:14:10,133][demucs.solver][INFO] - Valid | Epoch 405 | 3/20 | 2.65 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.158
[2024-12-12 16:14:10,453][demucs.solver][INFO] - Valid | Epoch 405 | 4/20 | 2.74 it/sec | Loss 0.5101 | Reco 0.5101 | Nsdr 1.173
[2024-12-12 16:14:10,754][demucs.solver][INFO] - Valid | Epoch 405 | 5/20 | 2.82 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.142
[2024-12-12 16:14:10,953][demucs.solver][INFO] - Valid | Epoch 405 | 6/20 | 3.01 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.152
[2024-12-12 16:14:11,135][demucs.solver][INFO] - Valid | Epoch 405 | 7/20 | 3.19 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.163
[2024-12-12 16:14:11,349][demucs.solver][INFO] - Valid | Epoch 405 | 8/20 | 3.30 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.143
[2024-12-12 16:14:11,543][demucs.solver][INFO] - Valid | Epoch 405 | 9/20 | 3.43 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.145
[2024-12-12 16:14:11,696][demucs.solver][INFO] - Valid | Epoch 405 | 10/20 | 3.58 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.130
[2024-12-12 16:14:11,873][demucs.solver][INFO] - Valid | Epoch 405 | 11/20 | 3.70 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.131
[2024-12-12 16:14:12,050][demucs.solver][INFO] - Valid | Epoch 405 | 12/20 | 3.80 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.116
[2024-12-12 16:14:12,236][demucs.solver][INFO] - Valid | Epoch 405 | 13/20 | 3.88 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.124
[2024-12-12 16:14:12,425][demucs.solver][INFO] - Valid | Epoch 405 | 14/20 | 3.95 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.127
[2024-12-12 16:14:12,602][demucs.solver][INFO] - Valid | Epoch 405 | 15/20 | 4.02 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.133
[2024-12-12 16:14:12,793][demucs.solver][INFO] - Valid | Epoch 405 | 16/20 | 4.08 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.140
[2024-12-12 16:14:12,969][demucs.solver][INFO] - Valid | Epoch 405 | 17/20 | 4.14 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.152
[2024-12-12 16:14:13,144][demucs.solver][INFO] - Valid | Epoch 405 | 18/20 | 4.21 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.134
[2024-12-12 16:14:13,331][demucs.solver][INFO] - Valid | Epoch 405 | 19/20 | 4.25 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.143
[2024-12-12 16:14:13,661][demucs.solver][INFO] - Valid Summary | Epoch 405 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.143 | Best=0.5362 | Bname=main
[2024-12-12 16:14:14,987][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:14:14,987][demucs.solver][INFO] - Training...
[2024-12-12 16:14:20,181][demucs.solver][INFO] - Train | Epoch 406 | 1/14 | 0.54 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.5774
[2024-12-12 16:14:20,841][demucs.solver][INFO] - Train | Epoch 406 | 2/14 | 0.68 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 1.3194
[2024-12-12 16:14:22,878][demucs.solver][INFO] - Train | Epoch 406 | 3/14 | 0.62 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.4333
[2024-12-12 16:14:23,520][demucs.solver][INFO] - Train | Epoch 406 | 4/14 | 0.71 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.4415
[2024-12-12 16:14:24,165][demucs.solver][INFO] - Train | Epoch 406 | 5/14 | 0.78 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.4243
[2024-12-12 16:14:24,808][demucs.solver][INFO] - Train | Epoch 406 | 6/14 | 0.84 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.6487
[2024-12-12 16:14:25,449][demucs.solver][INFO] - Train | Epoch 406 | 7/14 | 0.89 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.5665
[2024-12-12 16:14:26,085][demucs.solver][INFO] - Train | Epoch 406 | 8/14 | 0.93 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.5534
[2024-12-12 16:14:26,717][demucs.solver][INFO] - Train | Epoch 406 | 9/14 | 0.97 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.4684
[2024-12-12 16:14:27,344][demucs.solver][INFO] - Train | Epoch 406 | 10/14 | 1.01 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.4830
[2024-12-12 16:14:27,977][demucs.solver][INFO] - Train | Epoch 406 | 11/14 | 1.04 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.4383
[2024-12-12 16:14:28,606][demucs.solver][INFO] - Train | Epoch 406 | 12/14 | 1.07 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.3898
[2024-12-12 16:14:29,235][demucs.solver][INFO] - Train | Epoch 406 | 13/14 | 1.10 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.3741
[2024-12-12 16:14:29,541][demucs.solver][INFO] - Train Summary | Epoch 406 | Loss=0.2454 | Reco=0.2454 | Grad=1.3741
[2024-12-12 16:14:29,541][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:14:29,541][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:14:31,815][demucs.solver][INFO] - Valid | Epoch 406 | 1/20 | 3.38 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.223
[2024-12-12 16:14:32,015][demucs.solver][INFO] - Valid | Epoch 406 | 2/20 | 3.79 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.102
[2024-12-12 16:14:32,194][demucs.solver][INFO] - Valid | Epoch 406 | 3/20 | 4.12 it/sec | Loss 0.4943 | Reco 0.4943 | Nsdr 1.152
[2024-12-12 16:14:32,360][demucs.solver][INFO] - Valid | Epoch 406 | 4/20 | 4.40 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.175
[2024-12-12 16:14:32,536][demucs.solver][INFO] - Valid | Epoch 406 | 5/20 | 4.57 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.137
[2024-12-12 16:14:32,688][demucs.solver][INFO] - Valid | Epoch 406 | 6/20 | 4.78 it/sec | Loss 0.5189 | Reco 0.5189 | Nsdr 1.153
[2024-12-12 16:14:32,865][demucs.solver][INFO] - Valid | Epoch 406 | 7/20 | 4.87 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.168
[2024-12-12 16:14:33,045][demucs.solver][INFO] - Valid | Epoch 406 | 8/20 | 4.94 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.149
[2024-12-12 16:14:33,235][demucs.solver][INFO] - Valid | Epoch 406 | 9/20 | 4.97 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.154
[2024-12-12 16:14:33,415][demucs.solver][INFO] - Valid | Epoch 406 | 10/20 | 5.02 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.141
[2024-12-12 16:14:33,592][demucs.solver][INFO] - Valid | Epoch 406 | 11/20 | 5.06 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.142
[2024-12-12 16:14:33,784][demucs.solver][INFO] - Valid | Epoch 406 | 12/20 | 5.08 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.126
[2024-12-12 16:14:33,960][demucs.solver][INFO] - Valid | Epoch 406 | 13/20 | 5.11 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.132
[2024-12-12 16:14:34,149][demucs.solver][INFO] - Valid | Epoch 406 | 14/20 | 5.13 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.138
[2024-12-12 16:14:34,337][demucs.solver][INFO] - Valid | Epoch 406 | 15/20 | 5.14 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.143
[2024-12-12 16:14:34,526][demucs.solver][INFO] - Valid | Epoch 406 | 16/20 | 5.15 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.152
[2024-12-12 16:14:34,680][demucs.solver][INFO] - Valid | Epoch 406 | 17/20 | 5.21 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.160
[2024-12-12 16:14:34,858][demucs.solver][INFO] - Valid | Epoch 406 | 18/20 | 5.23 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.141
[2024-12-12 16:14:35,035][demucs.solver][INFO] - Valid | Epoch 406 | 19/20 | 5.25 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.151
[2024-12-12 16:14:35,364][demucs.solver][INFO] - Valid Summary | Epoch 406 | Loss=0.5440 | Reco=0.5440 | Nsdr=1.151 | Best=0.5362 | Bname=main
[2024-12-12 16:14:36,879][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:14:36,879][demucs.solver][INFO] - Training...
[2024-12-12 16:14:43,676][demucs.solver][INFO] - Train | Epoch 407 | 1/14 | 0.38 it/sec | Loss 0.2220 | Reco 0.2220 | Grad 0.2946
[2024-12-12 16:14:44,605][demucs.solver][INFO] - Train | Epoch 407 | 2/14 | 0.48 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 0.4749
[2024-12-12 16:14:45,256][demucs.solver][INFO] - Train | Epoch 407 | 3/14 | 0.58 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.3933
[2024-12-12 16:14:45,897][demucs.solver][INFO] - Train | Epoch 407 | 4/14 | 0.67 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.3810
[2024-12-12 16:14:46,539][demucs.solver][INFO] - Train | Epoch 407 | 5/14 | 0.74 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.4663
[2024-12-12 16:14:47,177][demucs.solver][INFO] - Train | Epoch 407 | 6/14 | 0.80 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.5556
[2024-12-12 16:14:47,817][demucs.solver][INFO] - Train | Epoch 407 | 7/14 | 0.85 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.5904
[2024-12-12 16:14:48,456][demucs.solver][INFO] - Train | Epoch 407 | 8/14 | 0.90 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.6434
[2024-12-12 16:14:49,103][demucs.solver][INFO] - Train | Epoch 407 | 9/14 | 0.94 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.7179
[2024-12-12 16:14:49,733][demucs.solver][INFO] - Train | Epoch 407 | 10/14 | 0.97 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.7342
[2024-12-12 16:14:50,363][demucs.solver][INFO] - Train | Epoch 407 | 11/14 | 1.00 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 0.6821
[2024-12-12 16:14:50,990][demucs.solver][INFO] - Train | Epoch 407 | 12/14 | 1.03 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.6812
[2024-12-12 16:14:51,616][demucs.solver][INFO] - Train | Epoch 407 | 13/14 | 1.06 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.6510
[2024-12-12 16:14:51,894][demucs.solver][INFO] - Train Summary | Epoch 407 | Loss=0.2504 | Reco=0.2504 | Grad=0.6510
[2024-12-12 16:14:51,894][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:14:51,894][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:14:53,965][demucs.solver][INFO] - Valid | Epoch 407 | 1/20 | 3.77 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.255
[2024-12-12 16:14:54,159][demucs.solver][INFO] - Valid | Epoch 407 | 2/20 | 4.14 it/sec | Loss 0.4470 | Reco 0.4470 | Nsdr 1.126
[2024-12-12 16:14:54,315][demucs.solver][INFO] - Valid | Epoch 407 | 3/20 | 4.54 it/sec | Loss 0.4908 | Reco 0.4908 | Nsdr 1.179
[2024-12-12 16:14:54,506][demucs.solver][INFO] - Valid | Epoch 407 | 4/20 | 4.66 it/sec | Loss 0.5084 | Reco 0.5084 | Nsdr 1.200
[2024-12-12 16:14:54,685][demucs.solver][INFO] - Valid | Epoch 407 | 5/20 | 4.79 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.165
[2024-12-12 16:14:54,877][demucs.solver][INFO] - Valid | Epoch 407 | 6/20 | 4.85 it/sec | Loss 0.5156 | Reco 0.5156 | Nsdr 1.177
[2024-12-12 16:14:55,068][demucs.solver][INFO] - Valid | Epoch 407 | 7/20 | 4.89 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.192
[2024-12-12 16:14:55,257][demucs.solver][INFO] - Valid | Epoch 407 | 8/20 | 4.93 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.172
[2024-12-12 16:14:55,447][demucs.solver][INFO] - Valid | Epoch 407 | 9/20 | 4.97 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.177
[2024-12-12 16:14:55,616][demucs.solver][INFO] - Valid | Epoch 407 | 10/20 | 5.04 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.163
[2024-12-12 16:14:55,804][demucs.solver][INFO] - Valid | Epoch 407 | 11/20 | 5.06 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.162
[2024-12-12 16:14:55,993][demucs.solver][INFO] - Valid | Epoch 407 | 12/20 | 5.08 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.146
[2024-12-12 16:14:56,158][demucs.solver][INFO] - Valid | Epoch 407 | 13/20 | 5.14 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.151
[2024-12-12 16:14:56,347][demucs.solver][INFO] - Valid | Epoch 407 | 14/20 | 5.15 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.156
[2024-12-12 16:14:56,536][demucs.solver][INFO] - Valid | Epoch 407 | 15/20 | 5.16 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.162
[2024-12-12 16:14:56,712][demucs.solver][INFO] - Valid | Epoch 407 | 16/20 | 5.19 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.169
[2024-12-12 16:14:56,902][demucs.solver][INFO] - Valid | Epoch 407 | 17/20 | 5.19 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.181
[2024-12-12 16:14:57,079][demucs.solver][INFO] - Valid | Epoch 407 | 18/20 | 5.21 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.161
[2024-12-12 16:14:57,255][demucs.solver][INFO] - Valid | Epoch 407 | 19/20 | 5.23 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.171
[2024-12-12 16:14:57,589][demucs.solver][INFO] - Valid Summary | Epoch 407 | Loss=0.5413 | Reco=0.5413 | Nsdr=1.171 | Best=0.5362 | Bname=main
[2024-12-12 16:14:58,956][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:14:58,956][demucs.solver][INFO] - Training...
[2024-12-12 16:15:07,127][demucs.solver][INFO] - Train | Epoch 408 | 1/14 | 0.30 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 1.1707
[2024-12-12 16:15:07,769][demucs.solver][INFO] - Train | Epoch 408 | 2/14 | 0.41 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 0.9055
[2024-12-12 16:15:08,411][demucs.solver][INFO] - Train | Epoch 408 | 3/14 | 0.50 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.8705
[2024-12-12 16:15:09,050][demucs.solver][INFO] - Train | Epoch 408 | 4/14 | 0.58 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.9117
[2024-12-12 16:15:09,695][demucs.solver][INFO] - Train | Epoch 408 | 5/14 | 0.65 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 1.0180
[2024-12-12 16:15:10,326][demucs.solver][INFO] - Train | Epoch 408 | 6/14 | 0.71 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.1023
[2024-12-12 16:15:10,959][demucs.solver][INFO] - Train | Epoch 408 | 7/14 | 0.76 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.0438
[2024-12-12 16:15:11,588][demucs.solver][INFO] - Train | Epoch 408 | 8/14 | 0.81 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 0.9478
[2024-12-12 16:15:12,222][demucs.solver][INFO] - Train | Epoch 408 | 9/14 | 0.85 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.0066
[2024-12-12 16:15:12,851][demucs.solver][INFO] - Train | Epoch 408 | 10/14 | 0.89 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 1.0832
[2024-12-12 16:15:13,484][demucs.solver][INFO] - Train | Epoch 408 | 11/14 | 0.92 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 1.0531
[2024-12-12 16:15:14,114][demucs.solver][INFO] - Train | Epoch 408 | 12/14 | 0.95 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 1.0018
[2024-12-12 16:15:14,747][demucs.solver][INFO] - Train | Epoch 408 | 13/14 | 0.98 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.9746
[2024-12-12 16:15:15,045][demucs.solver][INFO] - Train Summary | Epoch 408 | Loss=0.2527 | Reco=0.2527 | Grad=0.9746
[2024-12-12 16:15:15,045][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:15:15,046][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:15:17,524][demucs.solver][INFO] - Valid | Epoch 408 | 1/20 | 2.17 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.305
[2024-12-12 16:15:17,957][demucs.solver][INFO] - Valid | Epoch 408 | 2/20 | 2.21 it/sec | Loss 0.4448 | Reco 0.4448 | Nsdr 1.165
[2024-12-12 16:15:18,272][demucs.solver][INFO] - Valid | Epoch 408 | 3/20 | 2.40 it/sec | Loss 0.4889 | Reco 0.4889 | Nsdr 1.217
[2024-12-12 16:15:18,716][demucs.solver][INFO] - Valid | Epoch 408 | 4/20 | 2.37 it/sec | Loss 0.5060 | Reco 0.5060 | Nsdr 1.242
[2024-12-12 16:15:19,098][demucs.solver][INFO] - Valid | Epoch 408 | 5/20 | 2.40 it/sec | Loss 0.5281 | Reco 0.5281 | Nsdr 1.213
[2024-12-12 16:15:19,409][demucs.solver][INFO] - Valid | Epoch 408 | 6/20 | 2.49 it/sec | Loss 0.5120 | Reco 0.5120 | Nsdr 1.225
[2024-12-12 16:15:19,759][demucs.solver][INFO] - Valid | Epoch 408 | 7/20 | 2.53 it/sec | Loss 0.5318 | Reco 0.5318 | Nsdr 1.244
[2024-12-12 16:15:20,170][demucs.solver][INFO] - Valid | Epoch 408 | 8/20 | 2.52 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.228
[2024-12-12 16:15:20,883][demucs.solver][INFO] - Valid | Epoch 408 | 9/20 | 2.34 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.239
[2024-12-12 16:15:21,573][demucs.solver][INFO] - Valid | Epoch 408 | 10/20 | 2.21 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.223
[2024-12-12 16:15:22,074][demucs.solver][INFO] - Valid | Epoch 408 | 11/20 | 2.19 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.221
[2024-12-12 16:15:22,419][demucs.solver][INFO] - Valid | Epoch 408 | 12/20 | 2.24 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.202
[2024-12-12 16:15:22,676][demucs.solver][INFO] - Valid | Epoch 408 | 13/20 | 2.31 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.206
[2024-12-12 16:15:22,872][demucs.solver][INFO] - Valid | Epoch 408 | 14/20 | 2.39 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.212
[2024-12-12 16:15:23,052][demucs.solver][INFO] - Valid | Epoch 408 | 15/20 | 2.48 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.219
[2024-12-12 16:15:23,230][demucs.solver][INFO] - Valid | Epoch 408 | 16/20 | 2.57 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.226
[2024-12-12 16:15:23,408][demucs.solver][INFO] - Valid | Epoch 408 | 17/20 | 2.64 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.234
[2024-12-12 16:15:23,585][demucs.solver][INFO] - Valid | Epoch 408 | 18/20 | 2.72 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.212
[2024-12-12 16:15:23,760][demucs.solver][INFO] - Valid | Epoch 408 | 19/20 | 2.79 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.224
[2024-12-12 16:15:24,088][demucs.solver][INFO] - Valid Summary | Epoch 408 | Loss=0.5373 | Reco=0.5373 | Nsdr=1.224 | Best=0.5362 | Bname=main
[2024-12-12 16:15:25,520][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:15:25,520][demucs.solver][INFO] - Training...
[2024-12-12 16:15:32,567][demucs.solver][INFO] - Train | Epoch 409 | 1/14 | 0.36 it/sec | Loss 0.2687 | Reco 0.2687 | Grad 1.3527
[2024-12-12 16:15:37,362][demucs.solver][INFO] - Train | Epoch 409 | 2/14 | 0.29 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.1585
[2024-12-12 16:15:38,455][demucs.solver][INFO] - Train | Epoch 409 | 3/14 | 0.35 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.1301
[2024-12-12 16:15:39,167][demucs.solver][INFO] - Train | Epoch 409 | 4/14 | 0.41 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 1.0860
[2024-12-12 16:15:39,808][demucs.solver][INFO] - Train | Epoch 409 | 5/14 | 0.47 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 1.2248
[2024-12-12 16:15:40,439][demucs.solver][INFO] - Train | Epoch 409 | 6/14 | 0.52 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.1165
[2024-12-12 16:15:41,068][demucs.solver][INFO] - Train | Epoch 409 | 7/14 | 0.57 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.1340
[2024-12-12 16:15:41,698][demucs.solver][INFO] - Train | Epoch 409 | 8/14 | 0.61 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.1335
[2024-12-12 16:15:42,327][demucs.solver][INFO] - Train | Epoch 409 | 9/14 | 0.65 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.1138
[2024-12-12 16:15:42,960][demucs.solver][INFO] - Train | Epoch 409 | 10/14 | 0.69 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.1746
[2024-12-12 16:15:43,587][demucs.solver][INFO] - Train | Epoch 409 | 11/14 | 0.72 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.2961
[2024-12-12 16:15:44,212][demucs.solver][INFO] - Train | Epoch 409 | 12/14 | 0.76 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.2846
[2024-12-12 16:15:44,837][demucs.solver][INFO] - Train | Epoch 409 | 13/14 | 0.79 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 1.2444
[2024-12-12 16:15:45,142][demucs.solver][INFO] - Train Summary | Epoch 409 | Loss=0.2471 | Reco=0.2471 | Grad=1.2444
[2024-12-12 16:15:45,142][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:15:45,142][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:15:47,109][demucs.solver][INFO] - Valid | Epoch 409 | 1/20 | 3.56 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.272
[2024-12-12 16:15:47,294][demucs.solver][INFO] - Valid | Epoch 409 | 2/20 | 4.01 it/sec | Loss 0.4475 | Reco 0.4475 | Nsdr 1.141
[2024-12-12 16:15:47,472][demucs.solver][INFO] - Valid | Epoch 409 | 3/20 | 4.32 it/sec | Loss 0.4918 | Reco 0.4918 | Nsdr 1.181
[2024-12-12 16:15:47,627][demucs.solver][INFO] - Valid | Epoch 409 | 4/20 | 4.63 it/sec | Loss 0.5092 | Reco 0.5092 | Nsdr 1.206
[2024-12-12 16:15:47,819][demucs.solver][INFO] - Valid | Epoch 409 | 5/20 | 4.72 it/sec | Loss 0.5322 | Reco 0.5322 | Nsdr 1.174
[2024-12-12 16:15:47,998][demucs.solver][INFO] - Valid | Epoch 409 | 6/20 | 4.82 it/sec | Loss 0.5160 | Reco 0.5160 | Nsdr 1.184
[2024-12-12 16:15:48,174][demucs.solver][INFO] - Valid | Epoch 409 | 7/20 | 4.92 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.194
[2024-12-12 16:15:48,351][demucs.solver][INFO] - Valid | Epoch 409 | 8/20 | 4.99 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.176
[2024-12-12 16:15:48,531][demucs.solver][INFO] - Valid | Epoch 409 | 9/20 | 5.04 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.180
[2024-12-12 16:15:48,707][demucs.solver][INFO] - Valid | Epoch 409 | 10/20 | 5.09 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.167
[2024-12-12 16:15:48,874][demucs.solver][INFO] - Valid | Epoch 409 | 11/20 | 5.15 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.167
[2024-12-12 16:15:49,052][demucs.solver][INFO] - Valid | Epoch 409 | 12/20 | 5.19 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.150
[2024-12-12 16:15:49,205][demucs.solver][INFO] - Valid | Epoch 409 | 13/20 | 5.27 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.158
[2024-12-12 16:15:49,359][demucs.solver][INFO] - Valid | Epoch 409 | 14/20 | 5.33 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.164
[2024-12-12 16:15:49,547][demucs.solver][INFO] - Valid | Epoch 409 | 15/20 | 5.33 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.170
[2024-12-12 16:15:49,736][demucs.solver][INFO] - Valid | Epoch 409 | 16/20 | 5.33 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.178
[2024-12-12 16:15:49,914][demucs.solver][INFO] - Valid | Epoch 409 | 17/20 | 5.35 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.188
[2024-12-12 16:15:50,091][demucs.solver][INFO] - Valid | Epoch 409 | 18/20 | 5.36 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.168
[2024-12-12 16:15:50,279][demucs.solver][INFO] - Valid | Epoch 409 | 19/20 | 5.36 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.178
[2024-12-12 16:15:50,573][demucs.solver][INFO] - Valid Summary | Epoch 409 | Loss=0.5418 | Reco=0.5418 | Nsdr=1.178 | Best=0.5362 | Bname=main
[2024-12-12 16:15:52,028][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:15:52,028][demucs.solver][INFO] - Training...
[2024-12-12 16:16:00,449][demucs.solver][INFO] - Train | Epoch 410 | 1/14 | 0.29 it/sec | Loss 0.2869 | Reco 0.2869 | Grad 1.1173
[2024-12-12 16:16:01,230][demucs.solver][INFO] - Train | Epoch 410 | 2/14 | 0.39 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 1.6048
[2024-12-12 16:16:01,901][demucs.solver][INFO] - Train | Epoch 410 | 3/14 | 0.48 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 1.6511
[2024-12-12 16:16:02,675][demucs.solver][INFO] - Train | Epoch 410 | 4/14 | 0.55 it/sec | Loss 0.2611 | Reco 0.2611 | Grad 1.6770
[2024-12-12 16:16:03,615][demucs.solver][INFO] - Train | Epoch 410 | 5/14 | 0.60 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 1.8346
[2024-12-12 16:16:04,275][demucs.solver][INFO] - Train | Epoch 410 | 6/14 | 0.65 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 2.0107
[2024-12-12 16:16:04,941][demucs.solver][INFO] - Train | Epoch 410 | 7/14 | 0.70 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.8156
[2024-12-12 16:16:05,606][demucs.solver][INFO] - Train | Epoch 410 | 8/14 | 0.75 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 1.6538
[2024-12-12 16:16:06,282][demucs.solver][INFO] - Train | Epoch 410 | 9/14 | 0.79 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 1.8270
[2024-12-12 16:16:06,917][demucs.solver][INFO] - Train | Epoch 410 | 10/14 | 0.83 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 1.7170
[2024-12-12 16:16:07,546][demucs.solver][INFO] - Train | Epoch 410 | 11/14 | 0.86 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 1.6760
[2024-12-12 16:16:08,175][demucs.solver][INFO] - Train | Epoch 410 | 12/14 | 0.89 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 1.8055
[2024-12-12 16:16:08,805][demucs.solver][INFO] - Train | Epoch 410 | 13/14 | 0.92 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.7554
[2024-12-12 16:16:09,093][demucs.solver][INFO] - Train Summary | Epoch 410 | Loss=0.2537 | Reco=0.2537 | Grad=1.7554
[2024-12-12 16:16:09,094][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:16:09,094][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:16:11,338][demucs.solver][INFO] - Valid | Epoch 410 | 1/20 | 3.13 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.262
[2024-12-12 16:16:11,618][demucs.solver][INFO] - Valid | Epoch 410 | 2/20 | 3.27 it/sec | Loss 0.4452 | Reco 0.4452 | Nsdr 1.141
[2024-12-12 16:16:12,098][demucs.solver][INFO] - Valid | Epoch 410 | 3/20 | 2.86 it/sec | Loss 0.4910 | Reco 0.4910 | Nsdr 1.168
[2024-12-12 16:16:12,455][demucs.solver][INFO] - Valid | Epoch 410 | 4/20 | 2.85 it/sec | Loss 0.5084 | Reco 0.5084 | Nsdr 1.192
[2024-12-12 16:16:12,849][demucs.solver][INFO] - Valid | Epoch 410 | 5/20 | 2.79 it/sec | Loss 0.5296 | Reco 0.5296 | Nsdr 1.178
[2024-12-12 16:16:13,113][demucs.solver][INFO] - Valid | Epoch 410 | 6/20 | 2.90 it/sec | Loss 0.5132 | Reco 0.5132 | Nsdr 1.201
[2024-12-12 16:16:13,522][demucs.solver][INFO] - Valid | Epoch 410 | 7/20 | 2.83 it/sec | Loss 0.5338 | Reco 0.5338 | Nsdr 1.211
[2024-12-12 16:16:13,847][demucs.solver][INFO] - Valid | Epoch 410 | 8/20 | 2.86 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.206
[2024-12-12 16:16:14,314][demucs.solver][INFO] - Valid | Epoch 410 | 9/20 | 2.77 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.213
[2024-12-12 16:16:14,645][demucs.solver][INFO] - Valid | Epoch 410 | 10/20 | 2.79 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.201
[2024-12-12 16:16:14,891][demucs.solver][INFO] - Valid | Epoch 410 | 11/20 | 2.86 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.201
[2024-12-12 16:16:15,312][demucs.solver][INFO] - Valid | Epoch 410 | 12/20 | 2.82 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.187
[2024-12-12 16:16:15,661][demucs.solver][INFO] - Valid | Epoch 410 | 13/20 | 2.82 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.193
[2024-12-12 16:16:16,050][demucs.solver][INFO] - Valid | Epoch 410 | 14/20 | 2.80 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.197
[2024-12-12 16:16:16,490][demucs.solver][INFO] - Valid | Epoch 410 | 15/20 | 2.76 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.202
[2024-12-12 16:16:16,957][demucs.solver][INFO] - Valid | Epoch 410 | 16/20 | 2.72 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.210
[2024-12-12 16:16:17,344][demucs.solver][INFO] - Valid | Epoch 410 | 17/20 | 2.71 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.209
[2024-12-12 16:16:17,728][demucs.solver][INFO] - Valid | Epoch 410 | 18/20 | 2.70 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.190
[2024-12-12 16:16:18,290][demucs.solver][INFO] - Valid | Epoch 410 | 19/20 | 2.64 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.197
[2024-12-12 16:16:18,687][demucs.solver][INFO] - Valid Summary | Epoch 410 | Loss=0.5387 | Reco=0.5387 | Nsdr=1.197 | Best=0.5362 | Bname=main
[2024-12-12 16:16:20,229][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:16:20,229][demucs.solver][INFO] - Training...
[2024-12-12 16:16:29,567][demucs.solver][INFO] - Train | Epoch 411 | 1/14 | 0.26 it/sec | Loss 0.2194 | Reco 0.2194 | Grad 1.1088
[2024-12-12 16:16:30,206][demucs.solver][INFO] - Train | Epoch 411 | 2/14 | 0.36 it/sec | Loss 0.2328 | Reco 0.2328 | Grad 1.1303
[2024-12-12 16:16:30,848][demucs.solver][INFO] - Train | Epoch 411 | 3/14 | 0.45 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.2741
[2024-12-12 16:16:31,486][demucs.solver][INFO] - Train | Epoch 411 | 4/14 | 0.52 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.3684
[2024-12-12 16:16:32,120][demucs.solver][INFO] - Train | Epoch 411 | 5/14 | 0.59 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.3193
[2024-12-12 16:16:32,756][demucs.solver][INFO] - Train | Epoch 411 | 6/14 | 0.64 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 1.1558
[2024-12-12 16:16:33,393][demucs.solver][INFO] - Train | Epoch 411 | 7/14 | 0.69 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.0398
[2024-12-12 16:16:34,033][demucs.solver][INFO] - Train | Epoch 411 | 8/14 | 0.74 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.9569
[2024-12-12 16:16:34,659][demucs.solver][INFO] - Train | Epoch 411 | 9/14 | 0.78 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 0.9005
[2024-12-12 16:16:35,290][demucs.solver][INFO] - Train | Epoch 411 | 10/14 | 0.82 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.8896
[2024-12-12 16:16:35,922][demucs.solver][INFO] - Train | Epoch 411 | 11/14 | 0.85 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.8374
[2024-12-12 16:16:36,549][demucs.solver][INFO] - Train | Epoch 411 | 12/14 | 0.89 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.8029
[2024-12-12 16:16:37,176][demucs.solver][INFO] - Train | Epoch 411 | 13/14 | 0.92 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.7861
[2024-12-12 16:16:37,480][demucs.solver][INFO] - Train Summary | Epoch 411 | Loss=0.2432 | Reco=0.2432 | Grad=0.7861
[2024-12-12 16:16:37,481][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:16:37,481][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:16:39,556][demucs.solver][INFO] - Valid | Epoch 411 | 1/20 | 3.52 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.268
[2024-12-12 16:16:39,738][demucs.solver][INFO] - Valid | Epoch 411 | 2/20 | 4.00 it/sec | Loss 0.4457 | Reco 0.4457 | Nsdr 1.147
[2024-12-12 16:16:39,927][demucs.solver][INFO] - Valid | Epoch 411 | 3/20 | 4.26 it/sec | Loss 0.4912 | Reco 0.4912 | Nsdr 1.181
[2024-12-12 16:16:40,105][demucs.solver][INFO] - Valid | Epoch 411 | 4/20 | 4.48 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.215
[2024-12-12 16:16:40,282][demucs.solver][INFO] - Valid | Epoch 411 | 5/20 | 4.63 it/sec | Loss 0.5266 | Reco 0.5266 | Nsdr 1.226
[2024-12-12 16:16:40,461][demucs.solver][INFO] - Valid | Epoch 411 | 6/20 | 4.75 it/sec | Loss 0.5107 | Reco 0.5107 | Nsdr 1.246
[2024-12-12 16:16:40,636][demucs.solver][INFO] - Valid | Epoch 411 | 7/20 | 4.85 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.253
[2024-12-12 16:16:40,814][demucs.solver][INFO] - Valid | Epoch 411 | 8/20 | 4.93 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.260
[2024-12-12 16:16:40,981][demucs.solver][INFO] - Valid | Epoch 411 | 9/20 | 5.02 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.269
[2024-12-12 16:16:41,158][demucs.solver][INFO] - Valid | Epoch 411 | 10/20 | 5.07 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.251
[2024-12-12 16:16:41,335][demucs.solver][INFO] - Valid | Epoch 411 | 11/20 | 5.11 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.248
[2024-12-12 16:16:41,513][demucs.solver][INFO] - Valid | Epoch 411 | 12/20 | 5.15 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.235
[2024-12-12 16:16:41,666][demucs.solver][INFO] - Valid | Epoch 411 | 13/20 | 5.23 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.242
[2024-12-12 16:16:41,860][demucs.solver][INFO] - Valid | Epoch 411 | 14/20 | 5.22 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.245
[2024-12-12 16:16:42,037][demucs.solver][INFO] - Valid | Epoch 411 | 15/20 | 5.25 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.249
[2024-12-12 16:16:42,203][demucs.solver][INFO] - Valid | Epoch 411 | 16/20 | 5.29 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.254
[2024-12-12 16:16:42,356][demucs.solver][INFO] - Valid | Epoch 411 | 17/20 | 5.34 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.253
[2024-12-12 16:16:42,533][demucs.solver][INFO] - Valid | Epoch 411 | 18/20 | 5.36 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.232
[2024-12-12 16:16:42,711][demucs.solver][INFO] - Valid | Epoch 411 | 19/20 | 5.37 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.239
[2024-12-12 16:16:43,034][demucs.solver][INFO] - Valid Summary | Epoch 411 | Loss=0.5362 | Reco=0.5362 | Nsdr=1.239 | Best=0.5362 | Bname=main
[2024-12-12 16:16:43,034][demucs.solver][INFO] - New best valid loss 0.5362
[2024-12-12 16:16:44,808][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:16:44,808][demucs.solver][INFO] - Training...
[2024-12-12 16:16:51,905][demucs.solver][INFO] - Train | Epoch 412 | 1/14 | 0.36 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.6055
[2024-12-12 16:16:52,873][demucs.solver][INFO] - Train | Epoch 412 | 2/14 | 0.46 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.6731
[2024-12-12 16:16:53,510][demucs.solver][INFO] - Train | Epoch 412 | 3/14 | 0.56 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.6964
[2024-12-12 16:16:54,155][demucs.solver][INFO] - Train | Epoch 412 | 4/14 | 0.65 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.5864
[2024-12-12 16:16:54,794][demucs.solver][INFO] - Train | Epoch 412 | 5/14 | 0.72 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.5549
[2024-12-12 16:16:55,477][demucs.solver][INFO] - Train | Epoch 412 | 6/14 | 0.77 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.5289
[2024-12-12 16:16:56,119][demucs.solver][INFO] - Train | Epoch 412 | 7/14 | 0.82 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.4973
[2024-12-12 16:16:56,758][demucs.solver][INFO] - Train | Epoch 412 | 8/14 | 0.87 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.4698
[2024-12-12 16:16:57,399][demucs.solver][INFO] - Train | Epoch 412 | 9/14 | 0.91 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.4784
[2024-12-12 16:16:58,041][demucs.solver][INFO] - Train | Epoch 412 | 10/14 | 0.95 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.5454
[2024-12-12 16:16:58,682][demucs.solver][INFO] - Train | Epoch 412 | 11/14 | 0.98 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.5331
[2024-12-12 16:17:00,230][demucs.solver][INFO] - Train | Epoch 412 | 12/14 | 0.94 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.5112
[2024-12-12 16:17:00,861][demucs.solver][INFO] - Train | Epoch 412 | 13/14 | 0.97 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.5203
[2024-12-12 16:17:01,175][demucs.solver][INFO] - Train Summary | Epoch 412 | Loss=0.2446 | Reco=0.2446 | Grad=0.5203
[2024-12-12 16:17:01,175][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:17:01,175][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:17:03,977][demucs.solver][INFO] - Valid | Epoch 412 | 1/20 | 1.55 it/sec | Loss 0.5812 | Reco 0.5812 | Nsdr 1.159
[2024-12-12 16:17:04,180][demucs.solver][INFO] - Valid | Epoch 412 | 2/20 | 2.00 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 1.051
[2024-12-12 16:17:04,356][demucs.solver][INFO] - Valid | Epoch 412 | 3/20 | 2.39 it/sec | Loss 0.4996 | Reco 0.4996 | Nsdr 1.084
[2024-12-12 16:17:04,547][demucs.solver][INFO] - Valid | Epoch 412 | 4/20 | 2.68 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.106
[2024-12-12 16:17:04,725][demucs.solver][INFO] - Valid | Epoch 412 | 5/20 | 2.94 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.095
[2024-12-12 16:17:04,893][demucs.solver][INFO] - Valid | Epoch 412 | 6/20 | 3.17 it/sec | Loss 0.5218 | Reco 0.5218 | Nsdr 1.113
[2024-12-12 16:17:05,058][demucs.solver][INFO] - Valid | Epoch 412 | 7/20 | 3.37 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.122
[2024-12-12 16:17:05,236][demucs.solver][INFO] - Valid | Epoch 412 | 8/20 | 3.53 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.117
[2024-12-12 16:17:05,430][demucs.solver][INFO] - Valid | Epoch 412 | 9/20 | 3.64 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.124
[2024-12-12 16:17:05,617][demucs.solver][INFO] - Valid | Epoch 412 | 10/20 | 3.75 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.112
[2024-12-12 16:17:05,810][demucs.solver][INFO] - Valid | Epoch 412 | 11/20 | 3.84 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.111
[2024-12-12 16:17:06,001][demucs.solver][INFO] - Valid | Epoch 412 | 12/20 | 3.92 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.098
[2024-12-12 16:17:06,192][demucs.solver][INFO] - Valid | Epoch 412 | 13/20 | 3.99 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.103
[2024-12-12 16:17:06,357][demucs.solver][INFO] - Valid | Epoch 412 | 14/20 | 4.08 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.106
[2024-12-12 16:17:06,534][demucs.solver][INFO] - Valid | Epoch 412 | 15/20 | 4.16 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.110
[2024-12-12 16:17:06,710][demucs.solver][INFO] - Valid | Epoch 412 | 16/20 | 4.22 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.117
[2024-12-12 16:17:06,897][demucs.solver][INFO] - Valid | Epoch 412 | 17/20 | 4.27 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.120
[2024-12-12 16:17:07,075][demucs.solver][INFO] - Valid | Epoch 412 | 18/20 | 4.33 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.102
[2024-12-12 16:17:07,239][demucs.solver][INFO] - Valid | Epoch 412 | 19/20 | 4.39 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.109
[2024-12-12 16:17:08,162][demucs.solver][INFO] - Valid Summary | Epoch 412 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.109 | Best=0.5362 | Bname=main
[2024-12-12 16:17:09,583][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:17:09,583][demucs.solver][INFO] - Training...
[2024-12-12 16:17:19,278][demucs.solver][INFO] - Train | Epoch 413 | 1/14 | 0.24 it/sec | Loss 0.2310 | Reco 0.2310 | Grad 0.3892
[2024-12-12 16:17:20,390][demucs.solver][INFO] - Train | Epoch 413 | 2/14 | 0.32 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 0.4671
[2024-12-12 16:17:21,026][demucs.solver][INFO] - Train | Epoch 413 | 3/14 | 0.40 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 0.4162
[2024-12-12 16:17:21,660][demucs.solver][INFO] - Train | Epoch 413 | 4/14 | 0.47 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.3711
[2024-12-12 16:17:22,288][demucs.solver][INFO] - Train | Epoch 413 | 5/14 | 0.54 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 0.4855
[2024-12-12 16:17:22,922][demucs.solver][INFO] - Train | Epoch 413 | 6/14 | 0.59 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 0.4556
[2024-12-12 16:17:23,559][demucs.solver][INFO] - Train | Epoch 413 | 7/14 | 0.64 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 0.4362
[2024-12-12 16:17:24,202][demucs.solver][INFO] - Train | Epoch 413 | 8/14 | 0.69 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 0.4862
[2024-12-12 16:17:24,843][demucs.solver][INFO] - Train | Epoch 413 | 9/14 | 0.73 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.4948
[2024-12-12 16:17:25,486][demucs.solver][INFO] - Train | Epoch 413 | 10/14 | 0.76 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.5023
[2024-12-12 16:17:26,120][demucs.solver][INFO] - Train | Epoch 413 | 11/14 | 0.80 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.5155
[2024-12-12 16:17:26,752][demucs.solver][INFO] - Train | Epoch 413 | 12/14 | 0.83 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.5008
[2024-12-12 16:17:27,380][demucs.solver][INFO] - Train | Epoch 413 | 13/14 | 0.86 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.5041
[2024-12-12 16:17:27,674][demucs.solver][INFO] - Train Summary | Epoch 413 | Loss=0.2477 | Reco=0.2477 | Grad=0.5041
[2024-12-12 16:17:27,675][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:17:27,675][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:17:30,769][demucs.solver][INFO] - Valid | Epoch 413 | 1/20 | 1.23 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.211
[2024-12-12 16:17:31,117][demucs.solver][INFO] - Valid | Epoch 413 | 2/20 | 1.52 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.085
[2024-12-12 16:17:31,306][demucs.solver][INFO] - Valid | Epoch 413 | 3/20 | 1.85 it/sec | Loss 0.4954 | Reco 0.4954 | Nsdr 1.135
[2024-12-12 16:17:31,460][demucs.solver][INFO] - Valid | Epoch 413 | 4/20 | 2.16 it/sec | Loss 0.5130 | Reco 0.5130 | Nsdr 1.161
[2024-12-12 16:17:31,651][demucs.solver][INFO] - Valid | Epoch 413 | 5/20 | 2.40 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.139
[2024-12-12 16:17:31,830][demucs.solver][INFO] - Valid | Epoch 413 | 6/20 | 2.61 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.153
[2024-12-12 16:17:32,009][demucs.solver][INFO] - Valid | Epoch 413 | 7/20 | 2.80 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.168
[2024-12-12 16:17:32,165][demucs.solver][INFO] - Valid | Epoch 413 | 8/20 | 2.98 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.157
[2024-12-12 16:17:32,356][demucs.solver][INFO] - Valid | Epoch 413 | 9/20 | 3.12 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.165
[2024-12-12 16:17:32,524][demucs.solver][INFO] - Valid | Epoch 413 | 10/20 | 3.26 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.153
[2024-12-12 16:17:32,705][demucs.solver][INFO] - Valid | Epoch 413 | 11/20 | 3.38 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.151
[2024-12-12 16:17:32,895][demucs.solver][INFO] - Valid | Epoch 413 | 12/20 | 3.47 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.135
[2024-12-12 16:17:33,071][demucs.solver][INFO] - Valid | Epoch 413 | 13/20 | 3.57 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.138
[2024-12-12 16:17:33,262][demucs.solver][INFO] - Valid | Epoch 413 | 14/20 | 3.65 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.143
[2024-12-12 16:17:33,442][demucs.solver][INFO] - Valid | Epoch 413 | 15/20 | 3.73 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.148
[2024-12-12 16:17:33,632][demucs.solver][INFO] - Valid | Epoch 413 | 16/20 | 3.79 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.154
[2024-12-12 16:17:33,810][demucs.solver][INFO] - Valid | Epoch 413 | 17/20 | 3.86 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.162
[2024-12-12 16:17:34,002][demucs.solver][INFO] - Valid | Epoch 413 | 18/20 | 3.92 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.142
[2024-12-12 16:17:34,189][demucs.solver][INFO] - Valid | Epoch 413 | 19/20 | 3.97 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.152
[2024-12-12 16:17:34,963][demucs.solver][INFO] - Valid Summary | Epoch 413 | Loss=0.5442 | Reco=0.5442 | Nsdr=1.152 | Best=0.5362 | Bname=main
[2024-12-12 16:17:36,398][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:17:36,399][demucs.solver][INFO] - Training...
[2024-12-12 16:17:45,389][demucs.solver][INFO] - Train | Epoch 414 | 1/14 | 0.27 it/sec | Loss 0.2221 | Reco 0.2221 | Grad 0.7675
[2024-12-12 16:17:46,027][demucs.solver][INFO] - Train | Epoch 414 | 2/14 | 0.37 it/sec | Loss 0.2300 | Reco 0.2300 | Grad 0.8107
[2024-12-12 16:17:47,014][demucs.solver][INFO] - Train | Epoch 414 | 3/14 | 0.44 it/sec | Loss 0.2254 | Reco 0.2254 | Grad 0.8074
[2024-12-12 16:17:47,653][demucs.solver][INFO] - Train | Epoch 414 | 4/14 | 0.52 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 0.7232
[2024-12-12 16:17:48,302][demucs.solver][INFO] - Train | Epoch 414 | 5/14 | 0.58 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 0.6531
[2024-12-12 16:17:48,946][demucs.solver][INFO] - Train | Epoch 414 | 6/14 | 0.64 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.6195
[2024-12-12 16:17:49,587][demucs.solver][INFO] - Train | Epoch 414 | 7/14 | 0.69 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.5892
[2024-12-12 16:17:50,227][demucs.solver][INFO] - Train | Epoch 414 | 8/14 | 0.74 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 0.5634
[2024-12-12 16:17:50,856][demucs.solver][INFO] - Train | Epoch 414 | 9/14 | 0.78 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.5448
[2024-12-12 16:17:51,487][demucs.solver][INFO] - Train | Epoch 414 | 10/14 | 0.82 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 0.5549
[2024-12-12 16:17:52,120][demucs.solver][INFO] - Train | Epoch 414 | 11/14 | 0.85 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 0.5773
[2024-12-12 16:17:52,751][demucs.solver][INFO] - Train | Epoch 414 | 12/14 | 0.88 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 0.6924
[2024-12-12 16:17:53,381][demucs.solver][INFO] - Train | Epoch 414 | 13/14 | 0.91 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 0.6997
[2024-12-12 16:17:53,778][demucs.solver][INFO] - Train Summary | Epoch 414 | Loss=0.2388 | Reco=0.2388 | Grad=0.6997
[2024-12-12 16:17:53,779][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:17:53,779][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:17:57,127][demucs.solver][INFO] - Valid | Epoch 414 | 1/20 | 1.14 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.235
[2024-12-12 16:17:57,572][demucs.solver][INFO] - Valid | Epoch 414 | 2/20 | 1.36 it/sec | Loss 0.4490 | Reco 0.4490 | Nsdr 1.110
[2024-12-12 16:17:58,244][demucs.solver][INFO] - Valid | Epoch 414 | 3/20 | 1.39 it/sec | Loss 0.4936 | Reco 0.4936 | Nsdr 1.154
[2024-12-12 16:17:58,435][demucs.solver][INFO] - Valid | Epoch 414 | 4/20 | 1.63 it/sec | Loss 0.5116 | Reco 0.5116 | Nsdr 1.172
[2024-12-12 16:17:58,601][demucs.solver][INFO] - Valid | Epoch 414 | 5/20 | 1.85 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.138
[2024-12-12 16:17:58,782][demucs.solver][INFO] - Valid | Epoch 414 | 6/20 | 2.05 it/sec | Loss 0.5185 | Reco 0.5185 | Nsdr 1.150
[2024-12-12 16:17:58,962][demucs.solver][INFO] - Valid | Epoch 414 | 7/20 | 2.22 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.160
[2024-12-12 16:17:59,142][demucs.solver][INFO] - Valid | Epoch 414 | 8/20 | 2.38 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.142
[2024-12-12 16:17:59,309][demucs.solver][INFO] - Valid | Epoch 414 | 9/20 | 2.54 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.145
[2024-12-12 16:17:59,487][demucs.solver][INFO] - Valid | Epoch 414 | 10/20 | 2.67 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.135
[2024-12-12 16:17:59,676][demucs.solver][INFO] - Valid | Epoch 414 | 11/20 | 2.78 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.135
[2024-12-12 16:17:59,856][demucs.solver][INFO] - Valid | Epoch 414 | 12/20 | 2.90 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.120
[2024-12-12 16:18:00,032][demucs.solver][INFO] - Valid | Epoch 414 | 13/20 | 3.00 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.125
[2024-12-12 16:18:00,186][demucs.solver][INFO] - Valid | Epoch 414 | 14/20 | 3.11 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.129
[2024-12-12 16:18:00,338][demucs.solver][INFO] - Valid | Epoch 414 | 15/20 | 3.22 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.135
[2024-12-12 16:18:00,517][demucs.solver][INFO] - Valid | Epoch 414 | 16/20 | 3.30 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.142
[2024-12-12 16:18:00,696][demucs.solver][INFO] - Valid | Epoch 414 | 17/20 | 3.38 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.154
[2024-12-12 16:18:00,873][demucs.solver][INFO] - Valid | Epoch 414 | 18/20 | 3.45 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.136
[2024-12-12 16:18:01,050][demucs.solver][INFO] - Valid | Epoch 414 | 19/20 | 3.52 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.145
[2024-12-12 16:18:01,381][demucs.solver][INFO] - Valid Summary | Epoch 414 | Loss=0.5441 | Reco=0.5441 | Nsdr=1.145 | Best=0.5362 | Bname=main
[2024-12-12 16:18:02,861][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:18:02,861][demucs.solver][INFO] - Training...
[2024-12-12 16:18:12,019][demucs.solver][INFO] - Train | Epoch 415 | 1/14 | 0.26 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 0.6971
[2024-12-12 16:18:13,224][demucs.solver][INFO] - Train | Epoch 415 | 2/14 | 0.34 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.6862
[2024-12-12 16:18:14,442][demucs.solver][INFO] - Train | Epoch 415 | 3/14 | 0.39 it/sec | Loss 0.2637 | Reco 0.2637 | Grad 1.2005
[2024-12-12 16:18:15,277][demucs.solver][INFO] - Train | Epoch 415 | 4/14 | 0.46 it/sec | Loss 0.2671 | Reco 0.2671 | Grad 1.2290
[2024-12-12 16:18:15,938][demucs.solver][INFO] - Train | Epoch 415 | 5/14 | 0.52 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 1.1614
[2024-12-12 16:18:16,604][demucs.solver][INFO] - Train | Epoch 415 | 6/14 | 0.57 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 1.1085
[2024-12-12 16:18:17,243][demucs.solver][INFO] - Train | Epoch 415 | 7/14 | 0.62 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 1.0814
[2024-12-12 16:18:17,873][demucs.solver][INFO] - Train | Epoch 415 | 8/14 | 0.66 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 0.9966
[2024-12-12 16:18:18,502][demucs.solver][INFO] - Train | Epoch 415 | 9/14 | 0.70 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 0.9784
[2024-12-12 16:18:19,136][demucs.solver][INFO] - Train | Epoch 415 | 10/14 | 0.74 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 1.0109
[2024-12-12 16:18:19,761][demucs.solver][INFO] - Train | Epoch 415 | 11/14 | 0.78 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 1.0232
[2024-12-12 16:18:20,385][demucs.solver][INFO] - Train | Epoch 415 | 12/14 | 0.81 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.9860
[2024-12-12 16:18:21,011][demucs.solver][INFO] - Train | Epoch 415 | 13/14 | 0.84 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 1.0733
[2024-12-12 16:18:21,310][demucs.solver][INFO] - Train Summary | Epoch 415 | Loss=0.2540 | Reco=0.2540 | Grad=1.0733
[2024-12-12 16:18:21,311][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:18:21,311][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:18:23,638][demucs.solver][INFO] - Valid | Epoch 415 | 1/20 | 2.67 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.261
[2024-12-12 16:18:23,841][demucs.solver][INFO] - Valid | Epoch 415 | 2/20 | 3.15 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.128
[2024-12-12 16:18:24,032][demucs.solver][INFO] - Valid | Epoch 415 | 3/20 | 3.49 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.174
[2024-12-12 16:18:24,210][demucs.solver][INFO] - Valid | Epoch 415 | 4/20 | 3.78 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.195
[2024-12-12 16:18:24,376][demucs.solver][INFO] - Valid | Epoch 415 | 5/20 | 4.03 it/sec | Loss 0.5324 | Reco 0.5324 | Nsdr 1.167
[2024-12-12 16:18:24,564][demucs.solver][INFO] - Valid | Epoch 415 | 6/20 | 4.17 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.181
[2024-12-12 16:18:24,753][demucs.solver][INFO] - Valid | Epoch 415 | 7/20 | 4.29 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.194
[2024-12-12 16:18:24,907][demucs.solver][INFO] - Valid | Epoch 415 | 8/20 | 4.46 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.179
[2024-12-12 16:18:25,087][demucs.solver][INFO] - Valid | Epoch 415 | 9/20 | 4.55 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.187
[2024-12-12 16:18:25,240][demucs.solver][INFO] - Valid | Epoch 415 | 10/20 | 4.68 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.175
[2024-12-12 16:18:25,406][demucs.solver][INFO] - Valid | Epoch 415 | 11/20 | 4.76 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.174
[2024-12-12 16:18:25,584][demucs.solver][INFO] - Valid | Epoch 415 | 12/20 | 4.82 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.156
[2024-12-12 16:18:25,761][demucs.solver][INFO] - Valid | Epoch 415 | 13/20 | 4.87 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.161
[2024-12-12 16:18:25,940][demucs.solver][INFO] - Valid | Epoch 415 | 14/20 | 4.91 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.165
[2024-12-12 16:18:26,118][demucs.solver][INFO] - Valid | Epoch 415 | 15/20 | 4.95 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.170
[2024-12-12 16:18:26,296][demucs.solver][INFO] - Valid | Epoch 415 | 16/20 | 4.99 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.177
[2024-12-12 16:18:26,463][demucs.solver][INFO] - Valid | Epoch 415 | 17/20 | 5.03 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.187
[2024-12-12 16:18:26,640][demucs.solver][INFO] - Valid | Epoch 415 | 18/20 | 5.06 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.167
[2024-12-12 16:18:26,806][demucs.solver][INFO] - Valid | Epoch 415 | 19/20 | 5.10 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.178
[2024-12-12 16:18:27,139][demucs.solver][INFO] - Valid Summary | Epoch 415 | Loss=0.5415 | Reco=0.5415 | Nsdr=1.178 | Best=0.5362 | Bname=main
[2024-12-12 16:18:28,551][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:18:28,552][demucs.solver][INFO] - Training...
[2024-12-12 16:18:37,920][demucs.solver][INFO] - Train | Epoch 416 | 1/14 | 0.26 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 0.8837
[2024-12-12 16:18:38,910][demucs.solver][INFO] - Train | Epoch 416 | 2/14 | 0.34 it/sec | Loss 0.2342 | Reco 0.2342 | Grad 0.9751
[2024-12-12 16:18:39,551][demucs.solver][INFO] - Train | Epoch 416 | 3/14 | 0.42 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.9203
[2024-12-12 16:18:40,194][demucs.solver][INFO] - Train | Epoch 416 | 4/14 | 0.50 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 1.0959
[2024-12-12 16:18:40,836][demucs.solver][INFO] - Train | Epoch 416 | 5/14 | 0.56 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.0520
[2024-12-12 16:18:41,476][demucs.solver][INFO] - Train | Epoch 416 | 6/14 | 0.62 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 1.0703
[2024-12-12 16:18:42,114][demucs.solver][INFO] - Train | Epoch 416 | 7/14 | 0.67 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.9800
[2024-12-12 16:18:42,759][demucs.solver][INFO] - Train | Epoch 416 | 8/14 | 0.71 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 0.9362
[2024-12-12 16:18:43,398][demucs.solver][INFO] - Train | Epoch 416 | 9/14 | 0.75 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.8998
[2024-12-12 16:18:44,031][demucs.solver][INFO] - Train | Epoch 416 | 10/14 | 0.79 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.8530
[2024-12-12 16:18:44,660][demucs.solver][INFO] - Train | Epoch 416 | 11/14 | 0.82 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.8652
[2024-12-12 16:18:45,290][demucs.solver][INFO] - Train | Epoch 416 | 12/14 | 0.86 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.8774
[2024-12-12 16:18:45,917][demucs.solver][INFO] - Train | Epoch 416 | 13/14 | 0.89 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 0.9108
[2024-12-12 16:18:46,213][demucs.solver][INFO] - Train Summary | Epoch 416 | Loss=0.2422 | Reco=0.2422 | Grad=0.9108
[2024-12-12 16:18:46,213][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:18:46,214][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:18:48,253][demucs.solver][INFO] - Valid | Epoch 416 | 1/20 | 3.81 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.169
[2024-12-12 16:18:48,433][demucs.solver][INFO] - Valid | Epoch 416 | 2/20 | 4.26 it/sec | Loss 0.4522 | Reco 0.4522 | Nsdr 1.061
[2024-12-12 16:18:48,623][demucs.solver][INFO] - Valid | Epoch 416 | 3/20 | 4.47 it/sec | Loss 0.4971 | Reco 0.4971 | Nsdr 1.102
[2024-12-12 16:18:48,799][demucs.solver][INFO] - Valid | Epoch 416 | 4/20 | 4.67 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.107
[2024-12-12 16:18:48,967][demucs.solver][INFO] - Valid | Epoch 416 | 5/20 | 4.84 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.065
[2024-12-12 16:18:49,148][demucs.solver][INFO] - Valid | Epoch 416 | 6/20 | 4.93 it/sec | Loss 0.5234 | Reco 0.5234 | Nsdr 1.083
[2024-12-12 16:18:49,337][demucs.solver][INFO] - Valid | Epoch 416 | 7/20 | 4.97 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.093
[2024-12-12 16:18:49,491][demucs.solver][INFO] - Valid | Epoch 416 | 8/20 | 5.11 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.069
[2024-12-12 16:18:49,668][demucs.solver][INFO] - Valid | Epoch 416 | 9/20 | 5.16 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.069
[2024-12-12 16:18:49,835][demucs.solver][INFO] - Valid | Epoch 416 | 10/20 | 5.22 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.061
[2024-12-12 16:18:50,011][demucs.solver][INFO] - Valid | Epoch 416 | 11/20 | 5.26 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.065
[2024-12-12 16:18:50,188][demucs.solver][INFO] - Valid | Epoch 416 | 12/20 | 5.29 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.052
[2024-12-12 16:18:50,352][demucs.solver][INFO] - Valid | Epoch 416 | 13/20 | 5.34 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.061
[2024-12-12 16:18:50,517][demucs.solver][INFO] - Valid | Epoch 416 | 14/20 | 5.38 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.065
[2024-12-12 16:18:50,706][demucs.solver][INFO] - Valid | Epoch 416 | 15/20 | 5.37 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.070
[2024-12-12 16:18:50,886][demucs.solver][INFO] - Valid | Epoch 416 | 16/20 | 5.38 it/sec | Loss 0.5788 | Reco 0.5788 | Nsdr 1.080
[2024-12-12 16:18:51,065][demucs.solver][INFO] - Valid | Epoch 416 | 17/20 | 5.39 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.091
[2024-12-12 16:18:51,242][demucs.solver][INFO] - Valid | Epoch 416 | 18/20 | 5.41 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.075
[2024-12-12 16:18:51,419][demucs.solver][INFO] - Valid | Epoch 416 | 19/20 | 5.42 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.083
[2024-12-12 16:18:51,798][demucs.solver][INFO] - Valid Summary | Epoch 416 | Loss=0.5486 | Reco=0.5486 | Nsdr=1.083 | Best=0.5362 | Bname=main
[2024-12-12 16:18:53,228][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:18:53,229][demucs.solver][INFO] - Training...
[2024-12-12 16:19:00,915][demucs.solver][INFO] - Train | Epoch 417 | 1/14 | 0.32 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.3006
[2024-12-12 16:19:01,553][demucs.solver][INFO] - Train | Epoch 417 | 2/14 | 0.44 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.7330
[2024-12-12 16:19:02,186][demucs.solver][INFO] - Train | Epoch 417 | 3/14 | 0.54 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.6518
[2024-12-12 16:19:02,834][demucs.solver][INFO] - Train | Epoch 417 | 4/14 | 0.62 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.9169
[2024-12-12 16:19:03,475][demucs.solver][INFO] - Train | Epoch 417 | 5/14 | 0.69 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 1.0533
[2024-12-12 16:19:04,115][demucs.solver][INFO] - Train | Epoch 417 | 6/14 | 0.75 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.9608
[2024-12-12 16:19:04,745][demucs.solver][INFO] - Train | Epoch 417 | 7/14 | 0.80 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 1.0218
[2024-12-12 16:19:05,376][demucs.solver][INFO] - Train | Epoch 417 | 8/14 | 0.85 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 1.0491
[2024-12-12 16:19:06,008][demucs.solver][INFO] - Train | Epoch 417 | 9/14 | 0.89 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 0.9990
[2024-12-12 16:19:06,643][demucs.solver][INFO] - Train | Epoch 417 | 10/14 | 0.92 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.1038
[2024-12-12 16:19:07,277][demucs.solver][INFO] - Train | Epoch 417 | 11/14 | 0.96 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 1.0319
[2024-12-12 16:19:07,910][demucs.solver][INFO] - Train | Epoch 417 | 12/14 | 0.99 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 0.9883
[2024-12-12 16:19:08,542][demucs.solver][INFO] - Train | Epoch 417 | 13/14 | 1.01 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.0371
[2024-12-12 16:19:08,889][demucs.solver][INFO] - Train Summary | Epoch 417 | Loss=0.2474 | Reco=0.2474 | Grad=1.0371
[2024-12-12 16:19:08,890][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:19:08,890][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:19:11,266][demucs.solver][INFO] - Valid | Epoch 417 | 1/20 | 2.50 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.258
[2024-12-12 16:19:11,456][demucs.solver][INFO] - Valid | Epoch 417 | 2/20 | 3.03 it/sec | Loss 0.4472 | Reco 0.4472 | Nsdr 1.118
[2024-12-12 16:19:11,609][demucs.solver][INFO] - Valid | Epoch 417 | 3/20 | 3.50 it/sec | Loss 0.4915 | Reco 0.4915 | Nsdr 1.160
[2024-12-12 16:19:11,787][demucs.solver][INFO] - Valid | Epoch 417 | 4/20 | 3.79 it/sec | Loss 0.5081 | Reco 0.5081 | Nsdr 1.191
[2024-12-12 16:19:11,977][demucs.solver][INFO] - Valid | Epoch 417 | 5/20 | 3.97 it/sec | Loss 0.5299 | Reco 0.5299 | Nsdr 1.174
[2024-12-12 16:19:12,152][demucs.solver][INFO] - Valid | Epoch 417 | 6/20 | 4.15 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.186
[2024-12-12 16:19:12,342][demucs.solver][INFO] - Valid | Epoch 417 | 7/20 | 4.27 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.198
[2024-12-12 16:19:12,519][demucs.solver][INFO] - Valid | Epoch 417 | 8/20 | 4.38 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.190
[2024-12-12 16:19:12,688][demucs.solver][INFO] - Valid | Epoch 417 | 9/20 | 4.50 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.199
[2024-12-12 16:19:12,854][demucs.solver][INFO] - Valid | Epoch 417 | 10/20 | 4.61 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.181
[2024-12-12 16:19:13,032][demucs.solver][INFO] - Valid | Epoch 417 | 11/20 | 4.68 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.180
[2024-12-12 16:19:13,208][demucs.solver][INFO] - Valid | Epoch 417 | 12/20 | 4.74 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.163
[2024-12-12 16:19:13,397][demucs.solver][INFO] - Valid | Epoch 417 | 13/20 | 4.78 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.170
[2024-12-12 16:19:13,574][demucs.solver][INFO] - Valid | Epoch 417 | 14/20 | 4.83 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.175
[2024-12-12 16:19:13,754][demucs.solver][INFO] - Valid | Epoch 417 | 15/20 | 4.87 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.182
[2024-12-12 16:19:13,929][demucs.solver][INFO] - Valid | Epoch 417 | 16/20 | 4.91 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.189
[2024-12-12 16:19:14,106][demucs.solver][INFO] - Valid | Epoch 417 | 17/20 | 4.95 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.195
[2024-12-12 16:19:14,308][demucs.solver][INFO] - Valid | Epoch 417 | 18/20 | 4.95 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.173
[2024-12-12 16:19:14,484][demucs.solver][INFO] - Valid | Epoch 417 | 19/20 | 4.98 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.183
[2024-12-12 16:19:14,810][demucs.solver][INFO] - Valid Summary | Epoch 417 | Loss=0.5394 | Reco=0.5394 | Nsdr=1.183 | Best=0.5362 | Bname=main
[2024-12-12 16:19:16,157][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:19:16,157][demucs.solver][INFO] - Training...
[2024-12-12 16:19:25,394][demucs.solver][INFO] - Train | Epoch 418 | 1/14 | 0.26 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 1.7087
[2024-12-12 16:19:26,036][demucs.solver][INFO] - Train | Epoch 418 | 2/14 | 0.36 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.3285
[2024-12-12 16:19:26,684][demucs.solver][INFO] - Train | Epoch 418 | 3/14 | 0.45 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.2361
[2024-12-12 16:19:27,335][demucs.solver][INFO] - Train | Epoch 418 | 4/14 | 0.52 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 1.1085
[2024-12-12 16:19:27,967][demucs.solver][INFO] - Train | Epoch 418 | 5/14 | 0.58 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 1.0636
[2024-12-12 16:19:28,598][demucs.solver][INFO] - Train | Epoch 418 | 6/14 | 0.64 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 1.2355
[2024-12-12 16:19:29,228][demucs.solver][INFO] - Train | Epoch 418 | 7/14 | 0.69 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 1.1336
[2024-12-12 16:19:29,858][demucs.solver][INFO] - Train | Epoch 418 | 8/14 | 0.74 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.0425
[2024-12-12 16:19:30,492][demucs.solver][INFO] - Train | Epoch 418 | 9/14 | 0.78 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.0074
[2024-12-12 16:19:31,124][demucs.solver][INFO] - Train | Epoch 418 | 10/14 | 0.82 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.9813
[2024-12-12 16:19:31,758][demucs.solver][INFO] - Train | Epoch 418 | 11/14 | 0.85 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.0007
[2024-12-12 16:19:32,385][demucs.solver][INFO] - Train | Epoch 418 | 12/14 | 0.89 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 0.9616
[2024-12-12 16:19:33,014][demucs.solver][INFO] - Train | Epoch 418 | 13/14 | 0.91 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 0.9271
[2024-12-12 16:19:33,316][demucs.solver][INFO] - Train Summary | Epoch 418 | Loss=0.2516 | Reco=0.2516 | Grad=0.9271
[2024-12-12 16:19:33,316][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:19:33,316][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:19:36,812][demucs.solver][INFO] - Valid | Epoch 418 | 1/20 | 1.09 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.208
[2024-12-12 16:19:37,585][demucs.solver][INFO] - Valid | Epoch 418 | 2/20 | 1.15 it/sec | Loss 0.4509 | Reco 0.4509 | Nsdr 1.074
[2024-12-12 16:19:37,765][demucs.solver][INFO] - Valid | Epoch 418 | 3/20 | 1.43 it/sec | Loss 0.4953 | Reco 0.4953 | Nsdr 1.134
[2024-12-12 16:19:37,956][demucs.solver][INFO] - Valid | Epoch 418 | 4/20 | 1.68 it/sec | Loss 0.5130 | Reco 0.5130 | Nsdr 1.158
[2024-12-12 16:19:38,144][demucs.solver][INFO] - Valid | Epoch 418 | 5/20 | 1.89 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.126
[2024-12-12 16:19:38,320][demucs.solver][INFO] - Valid | Epoch 418 | 6/20 | 2.09 it/sec | Loss 0.5196 | Reco 0.5196 | Nsdr 1.138
[2024-12-12 16:19:38,495][demucs.solver][INFO] - Valid | Epoch 418 | 7/20 | 2.27 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.156
[2024-12-12 16:19:38,675][demucs.solver][INFO] - Valid | Epoch 418 | 8/20 | 2.43 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.138
[2024-12-12 16:19:38,852][demucs.solver][INFO] - Valid | Epoch 418 | 9/20 | 2.58 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.148
[2024-12-12 16:19:39,029][demucs.solver][INFO] - Valid | Epoch 418 | 10/20 | 2.71 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.134
[2024-12-12 16:19:39,192][demucs.solver][INFO] - Valid | Epoch 418 | 11/20 | 2.85 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.132
[2024-12-12 16:19:39,379][demucs.solver][INFO] - Valid | Epoch 418 | 12/20 | 2.95 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.114
[2024-12-12 16:19:39,568][demucs.solver][INFO] - Valid | Epoch 418 | 13/20 | 3.05 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.119
[2024-12-12 16:19:39,747][demucs.solver][INFO] - Valid | Epoch 418 | 14/20 | 3.14 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.124
[2024-12-12 16:19:39,935][demucs.solver][INFO] - Valid | Epoch 418 | 15/20 | 3.23 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.131
[2024-12-12 16:19:40,098][demucs.solver][INFO] - Valid | Epoch 418 | 16/20 | 3.32 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.138
[2024-12-12 16:19:40,261][demucs.solver][INFO] - Valid | Epoch 418 | 17/20 | 3.41 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.149
[2024-12-12 16:19:40,427][demucs.solver][INFO] - Valid | Epoch 418 | 18/20 | 3.49 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.128
[2024-12-12 16:19:40,602][demucs.solver][INFO] - Valid | Epoch 418 | 19/20 | 3.55 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.140
[2024-12-12 16:19:40,967][demucs.solver][INFO] - Valid Summary | Epoch 418 | Loss=0.5448 | Reco=0.5448 | Nsdr=1.140 | Best=0.5362 | Bname=main
[2024-12-12 16:19:42,352][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:19:42,352][demucs.solver][INFO] - Training...
[2024-12-12 16:19:52,137][demucs.solver][INFO] - Train | Epoch 419 | 1/14 | 0.25 it/sec | Loss 0.2732 | Reco 0.2732 | Grad 0.8110
[2024-12-12 16:19:54,222][demucs.solver][INFO] - Train | Epoch 419 | 2/14 | 0.29 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 0.7548
[2024-12-12 16:19:54,880][demucs.solver][INFO] - Train | Epoch 419 | 3/14 | 0.37 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.9179
[2024-12-12 16:19:55,523][demucs.solver][INFO] - Train | Epoch 419 | 4/14 | 0.43 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.8833
[2024-12-12 16:19:56,166][demucs.solver][INFO] - Train | Epoch 419 | 5/14 | 0.49 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 0.8660
[2024-12-12 16:19:56,807][demucs.solver][INFO] - Train | Epoch 419 | 6/14 | 0.55 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.7693
[2024-12-12 16:19:57,504][demucs.solver][INFO] - Train | Epoch 419 | 7/14 | 0.59 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.7556
[2024-12-12 16:19:58,149][demucs.solver][INFO] - Train | Epoch 419 | 8/14 | 0.64 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.7024
[2024-12-12 16:19:58,825][demucs.solver][INFO] - Train | Epoch 419 | 9/14 | 0.67 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.6693
[2024-12-12 16:19:59,497][demucs.solver][INFO] - Train | Epoch 419 | 10/14 | 0.71 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.7163
[2024-12-12 16:20:00,189][demucs.solver][INFO] - Train | Epoch 419 | 11/14 | 0.74 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.8175
[2024-12-12 16:20:00,825][demucs.solver][INFO] - Train | Epoch 419 | 12/14 | 0.77 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.8347
[2024-12-12 16:20:01,460][demucs.solver][INFO] - Train | Epoch 419 | 13/14 | 0.80 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.8857
[2024-12-12 16:20:01,766][demucs.solver][INFO] - Train Summary | Epoch 419 | Loss=0.2452 | Reco=0.2452 | Grad=0.8857
[2024-12-12 16:20:01,767][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:20:01,767][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:20:03,977][demucs.solver][INFO] - Valid | Epoch 419 | 1/20 | 3.49 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.240
[2024-12-12 16:20:04,235][demucs.solver][INFO] - Valid | Epoch 419 | 2/20 | 3.61 it/sec | Loss 0.4483 | Reco 0.4483 | Nsdr 1.100
[2024-12-12 16:20:04,453][demucs.solver][INFO] - Valid | Epoch 419 | 3/20 | 3.81 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.154
[2024-12-12 16:20:04,628][demucs.solver][INFO] - Valid | Epoch 419 | 4/20 | 4.08 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.177
[2024-12-12 16:20:04,791][demucs.solver][INFO] - Valid | Epoch 419 | 5/20 | 4.32 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.152
[2024-12-12 16:20:04,957][demucs.solver][INFO] - Valid | Epoch 419 | 6/20 | 4.51 it/sec | Loss 0.5166 | Reco 0.5166 | Nsdr 1.161
[2024-12-12 16:20:05,134][demucs.solver][INFO] - Valid | Epoch 419 | 7/20 | 4.62 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.175
[2024-12-12 16:20:05,299][demucs.solver][INFO] - Valid | Epoch 419 | 8/20 | 4.75 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.163
[2024-12-12 16:20:05,456][demucs.solver][INFO] - Valid | Epoch 419 | 9/20 | 4.87 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.171
[2024-12-12 16:20:05,645][demucs.solver][INFO] - Valid | Epoch 419 | 10/20 | 4.91 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.154
[2024-12-12 16:20:05,819][demucs.solver][INFO] - Valid | Epoch 419 | 11/20 | 4.97 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.152
[2024-12-12 16:20:05,992][demucs.solver][INFO] - Valid | Epoch 419 | 12/20 | 5.02 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.134
[2024-12-12 16:20:06,156][demucs.solver][INFO] - Valid | Epoch 419 | 13/20 | 5.09 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.138
[2024-12-12 16:20:06,331][demucs.solver][INFO] - Valid | Epoch 419 | 14/20 | 5.13 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.143
[2024-12-12 16:20:06,481][demucs.solver][INFO] - Valid | Epoch 419 | 15/20 | 5.20 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.148
[2024-12-12 16:20:06,669][demucs.solver][INFO] - Valid | Epoch 419 | 16/20 | 5.21 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.155
[2024-12-12 16:20:06,857][demucs.solver][INFO] - Valid | Epoch 419 | 17/20 | 5.21 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.167
[2024-12-12 16:20:07,034][demucs.solver][INFO] - Valid | Epoch 419 | 18/20 | 5.23 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.146
[2024-12-12 16:20:07,221][demucs.solver][INFO] - Valid | Epoch 419 | 19/20 | 5.24 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.156
[2024-12-12 16:20:07,541][demucs.solver][INFO] - Valid Summary | Epoch 419 | Loss=0.5423 | Reco=0.5423 | Nsdr=1.156 | Best=0.5362 | Bname=main
[2024-12-12 16:20:08,953][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:20:08,953][demucs.solver][INFO] - Training...
[2024-12-12 16:20:19,147][demucs.solver][INFO] - Train | Epoch 420 | 1/14 | 0.23 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 0.5954
[2024-12-12 16:20:20,383][demucs.solver][INFO] - Train | Epoch 420 | 2/14 | 0.31 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 0.8768
[2024-12-12 16:20:21,642][demucs.solver][INFO] - Train | Epoch 420 | 3/14 | 0.36 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 1.3499
[2024-12-12 16:20:22,867][demucs.solver][INFO] - Train | Epoch 420 | 4/14 | 0.41 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 1.5298
[2024-12-12 16:20:23,576][demucs.solver][INFO] - Train | Epoch 420 | 5/14 | 0.46 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 1.4734
[2024-12-12 16:20:24,271][demucs.solver][INFO] - Train | Epoch 420 | 6/14 | 0.51 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 1.4620
[2024-12-12 16:20:24,956][demucs.solver][INFO] - Train | Epoch 420 | 7/14 | 0.56 it/sec | Loss 0.2328 | Reco 0.2328 | Grad 1.4590
[2024-12-12 16:20:25,648][demucs.solver][INFO] - Train | Epoch 420 | 8/14 | 0.60 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 1.4984
[2024-12-12 16:20:26,292][demucs.solver][INFO] - Train | Epoch 420 | 9/14 | 0.64 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 1.5077
[2024-12-12 16:20:26,923][demucs.solver][INFO] - Train | Epoch 420 | 10/14 | 0.67 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.4808
[2024-12-12 16:20:27,552][demucs.solver][INFO] - Train | Epoch 420 | 11/14 | 0.71 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 1.4654
[2024-12-12 16:20:28,180][demucs.solver][INFO] - Train | Epoch 420 | 12/14 | 0.74 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.3736
[2024-12-12 16:20:28,808][demucs.solver][INFO] - Train | Epoch 420 | 13/14 | 0.77 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.3043
[2024-12-12 16:20:29,107][demucs.solver][INFO] - Train Summary | Epoch 420 | Loss=0.2430 | Reco=0.2430 | Grad=1.3043
[2024-12-12 16:20:29,108][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:20:29,108][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:20:31,624][demucs.solver][INFO] - Valid | Epoch 420 | 1/20 | 2.19 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.264
[2024-12-12 16:20:31,836][demucs.solver][INFO] - Valid | Epoch 420 | 2/20 | 2.67 it/sec | Loss 0.4469 | Reco 0.4469 | Nsdr 1.115
[2024-12-12 16:20:32,001][demucs.solver][INFO] - Valid | Epoch 420 | 3/20 | 3.10 it/sec | Loss 0.4912 | Reco 0.4912 | Nsdr 1.173
[2024-12-12 16:20:32,179][demucs.solver][INFO] - Valid | Epoch 420 | 4/20 | 3.41 it/sec | Loss 0.5082 | Reco 0.5082 | Nsdr 1.203
[2024-12-12 16:20:32,358][demucs.solver][INFO] - Valid | Epoch 420 | 5/20 | 3.64 it/sec | Loss 0.5299 | Reco 0.5299 | Nsdr 1.182
[2024-12-12 16:20:32,536][demucs.solver][INFO] - Valid | Epoch 420 | 6/20 | 3.84 it/sec | Loss 0.5140 | Reco 0.5140 | Nsdr 1.193
[2024-12-12 16:20:32,726][demucs.solver][INFO] - Valid | Epoch 420 | 7/20 | 3.97 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.211
[2024-12-12 16:20:32,894][demucs.solver][INFO] - Valid | Epoch 420 | 8/20 | 4.12 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.202
[2024-12-12 16:20:33,064][demucs.solver][INFO] - Valid | Epoch 420 | 9/20 | 4.25 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.213
[2024-12-12 16:20:33,230][demucs.solver][INFO] - Valid | Epoch 420 | 10/20 | 4.37 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.194
[2024-12-12 16:20:33,406][demucs.solver][INFO] - Valid | Epoch 420 | 11/20 | 4.45 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.191
[2024-12-12 16:20:33,597][demucs.solver][INFO] - Valid | Epoch 420 | 12/20 | 4.51 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.173
[2024-12-12 16:20:33,772][demucs.solver][INFO] - Valid | Epoch 420 | 13/20 | 4.58 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.175
[2024-12-12 16:20:33,964][demucs.solver][INFO] - Valid | Epoch 420 | 14/20 | 4.61 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.180
[2024-12-12 16:20:34,130][demucs.solver][INFO] - Valid | Epoch 420 | 15/20 | 4.68 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.186
[2024-12-12 16:20:34,319][demucs.solver][INFO] - Valid | Epoch 420 | 16/20 | 4.71 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.191
[2024-12-12 16:20:34,508][demucs.solver][INFO] - Valid | Epoch 420 | 17/20 | 4.74 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.202
[2024-12-12 16:20:34,683][demucs.solver][INFO] - Valid | Epoch 420 | 18/20 | 4.78 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.179
[2024-12-12 16:20:34,872][demucs.solver][INFO] - Valid | Epoch 420 | 19/20 | 4.81 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.191
[2024-12-12 16:20:35,212][demucs.solver][INFO] - Valid Summary | Epoch 420 | Loss=0.5395 | Reco=0.5395 | Nsdr=1.191 | Best=0.5362 | Bname=main
[2024-12-12 16:20:35,213][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:20:35,213][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 16:20:48,303][demucs.evaluate][INFO] - Eval | 1/20 | 0.31 it/sec
[2024-12-12 16:20:51,522][demucs.evaluate][INFO] - Eval | 2/20 | 0.31 it/sec
[2024-12-12 16:20:54,805][demucs.evaluate][INFO] - Eval | 3/20 | 0.31 it/sec
[2024-12-12 16:20:58,001][demucs.evaluate][INFO] - Eval | 4/20 | 0.31 it/sec
[2024-12-12 16:21:01,325][demucs.evaluate][INFO] - Eval | 5/20 | 0.31 it/sec
[2024-12-12 16:21:04,623][demucs.evaluate][INFO] - Eval | 6/20 | 0.31 it/sec
[2024-12-12 16:21:07,850][demucs.evaluate][INFO] - Eval | 7/20 | 0.31 it/sec
[2024-12-12 16:21:11,040][demucs.evaluate][INFO] - Eval | 8/20 | 0.31 it/sec
[2024-12-12 16:21:14,227][demucs.evaluate][INFO] - Eval | 9/20 | 0.31 it/sec
[2024-12-12 16:21:17,419][demucs.evaluate][INFO] - Eval | 10/20 | 0.31 it/sec
[2024-12-12 16:21:20,704][demucs.evaluate][INFO] - Eval | 11/20 | 0.31 it/sec
[2024-12-12 16:21:23,913][demucs.evaluate][INFO] - Eval | 12/20 | 0.31 it/sec
[2024-12-12 16:21:27,082][demucs.evaluate][INFO] - Eval | 13/20 | 0.31 it/sec
[2024-12-12 16:21:30,309][demucs.evaluate][INFO] - Eval | 14/20 | 0.31 it/sec
[2024-12-12 16:21:33,549][demucs.evaluate][INFO] - Eval | 15/20 | 0.31 it/sec
[2024-12-12 16:21:36,813][demucs.evaluate][INFO] - Eval | 16/20 | 0.31 it/sec
[2024-12-12 16:21:40,000][demucs.evaluate][INFO] - Eval | 17/20 | 0.31 it/sec
[2024-12-12 16:21:43,258][demucs.evaluate][INFO] - Eval | 18/20 | 0.31 it/sec
[2024-12-12 16:21:46,492][demucs.evaluate][INFO] - Eval | 19/20 | 0.31 it/sec
[2024-12-12 16:21:46,516][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 85.29 it/sec
[2024-12-12 16:21:46,525][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 93.17 it/sec
[2024-12-12 16:21:46,534][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 96.48 it/sec
[2024-12-12 16:21:46,548][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 90.06 it/sec
[2024-12-12 16:21:46,556][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 94.71 it/sec
[2024-12-12 16:21:46,570][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 90.27 it/sec
[2024-12-12 16:21:46,579][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 92.39 it/sec
[2024-12-12 16:21:46,593][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 89.72 it/sec
[2024-12-12 16:21:46,602][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 91.50 it/sec
[2024-12-12 16:21:46,611][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 92.94 it/sec
[2024-12-12 16:21:46,621][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 93.58 it/sec
[2024-12-12 16:21:46,629][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 95.47 it/sec
[2024-12-12 16:21:46,638][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 96.54 it/sec
[2024-12-12 16:21:46,648][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 96.45 it/sec
[2024-12-12 16:21:46,656][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 97.83 it/sec
[2024-12-12 16:21:46,666][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 98.23 it/sec
[2024-12-12 16:21:46,679][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 96.68 it/sec
[2024-12-12 16:21:46,692][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 95.43 it/sec
[2024-12-12 16:21:46,702][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 95.34 it/sec
[2024-12-12 16:21:46,756][demucs.solver][INFO] - Test Summary | Epoch 420 | Nsdr=1.062 | Nsdr_drums=1.056 | Nsdr_bass=1.056 | Nsdr_other=1.070 | Nsdr_vocals=1.066
[2024-12-12 16:21:48,196][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:21:48,197][demucs.solver][INFO] - Training...
[2024-12-12 16:21:57,345][demucs.solver][INFO] - Train | Epoch 421 | 1/14 | 0.26 it/sec | Loss 0.2310 | Reco 0.2310 | Grad 0.3875
[2024-12-12 16:21:57,993][demucs.solver][INFO] - Train | Epoch 421 | 2/14 | 0.36 it/sec | Loss 0.2197 | Reco 0.2197 | Grad 0.3564
[2024-12-12 16:21:58,643][demucs.solver][INFO] - Train | Epoch 421 | 3/14 | 0.45 it/sec | Loss 0.2257 | Reco 0.2257 | Grad 0.4378
[2024-12-12 16:21:59,422][demucs.solver][INFO] - Train | Epoch 421 | 4/14 | 0.51 it/sec | Loss 0.2223 | Reco 0.2223 | Grad 0.4575
[2024-12-12 16:22:00,083][demucs.solver][INFO] - Train | Epoch 421 | 5/14 | 0.58 it/sec | Loss 0.2297 | Reco 0.2297 | Grad 0.4263
[2024-12-12 16:22:00,731][demucs.solver][INFO] - Train | Epoch 421 | 6/14 | 0.63 it/sec | Loss 0.2285 | Reco 0.2285 | Grad 0.4090
[2024-12-12 16:22:01,384][demucs.solver][INFO] - Train | Epoch 421 | 7/14 | 0.68 it/sec | Loss 0.2259 | Reco 0.2259 | Grad 0.4116
[2024-12-12 16:22:02,029][demucs.solver][INFO] - Train | Epoch 421 | 8/14 | 0.73 it/sec | Loss 0.2332 | Reco 0.2332 | Grad 0.6141
[2024-12-12 16:22:02,905][demucs.solver][INFO] - Train | Epoch 421 | 9/14 | 0.76 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.6844
[2024-12-12 16:22:04,078][demucs.solver][INFO] - Train | Epoch 421 | 10/14 | 0.76 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.7295
[2024-12-12 16:22:04,758][demucs.solver][INFO] - Train | Epoch 421 | 11/14 | 0.80 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 0.7819
[2024-12-12 16:22:05,394][demucs.solver][INFO] - Train | Epoch 421 | 12/14 | 0.83 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.7355
[2024-12-12 16:22:06,031][demucs.solver][INFO] - Train | Epoch 421 | 13/14 | 0.86 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 0.7345
[2024-12-12 16:22:06,385][demucs.solver][INFO] - Train Summary | Epoch 421 | Loss=0.2442 | Reco=0.2442 | Grad=0.7345
[2024-12-12 16:22:06,386][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:22:06,386][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:22:08,622][demucs.solver][INFO] - Valid | Epoch 421 | 1/20 | 3.02 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.266
[2024-12-12 16:22:08,839][demucs.solver][INFO] - Valid | Epoch 421 | 2/20 | 3.41 it/sec | Loss 0.4472 | Reco 0.4472 | Nsdr 1.120
[2024-12-12 16:22:09,059][demucs.solver][INFO] - Valid | Epoch 421 | 3/20 | 3.64 it/sec | Loss 0.4915 | Reco 0.4915 | Nsdr 1.172
[2024-12-12 16:22:09,322][demucs.solver][INFO] - Valid | Epoch 421 | 4/20 | 3.67 it/sec | Loss 0.5087 | Reco 0.5087 | Nsdr 1.198
[2024-12-12 16:22:09,528][demucs.solver][INFO] - Valid | Epoch 421 | 5/20 | 3.83 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.173
[2024-12-12 16:22:09,705][demucs.solver][INFO] - Valid | Epoch 421 | 6/20 | 4.01 it/sec | Loss 0.5149 | Reco 0.5149 | Nsdr 1.183
[2024-12-12 16:22:09,870][demucs.solver][INFO] - Valid | Epoch 421 | 7/20 | 4.19 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.199
[2024-12-12 16:22:10,045][demucs.solver][INFO] - Valid | Epoch 421 | 8/20 | 4.31 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.187
[2024-12-12 16:22:10,224][demucs.solver][INFO] - Valid | Epoch 421 | 9/20 | 4.42 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.197
[2024-12-12 16:22:10,399][demucs.solver][INFO] - Valid | Epoch 421 | 10/20 | 4.51 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.180
[2024-12-12 16:22:10,553][demucs.solver][INFO] - Valid | Epoch 421 | 11/20 | 4.63 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.177
[2024-12-12 16:22:10,741][demucs.solver][INFO] - Valid | Epoch 421 | 12/20 | 4.67 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.158
[2024-12-12 16:22:10,907][demucs.solver][INFO] - Valid | Epoch 421 | 13/20 | 4.75 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.162
[2024-12-12 16:22:11,084][demucs.solver][INFO] - Valid | Epoch 421 | 14/20 | 4.80 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.168
[2024-12-12 16:22:11,264][demucs.solver][INFO] - Valid | Epoch 421 | 15/20 | 4.84 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.174
[2024-12-12 16:22:11,433][demucs.solver][INFO] - Valid | Epoch 421 | 16/20 | 4.89 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.180
[2024-12-12 16:22:11,610][demucs.solver][INFO] - Valid | Epoch 421 | 17/20 | 4.93 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.190
[2024-12-12 16:22:11,776][demucs.solver][INFO] - Valid | Epoch 421 | 18/20 | 4.98 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.169
[2024-12-12 16:22:11,967][demucs.solver][INFO] - Valid | Epoch 421 | 19/20 | 4.99 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.180
[2024-12-12 16:22:12,335][demucs.solver][INFO] - Valid Summary | Epoch 421 | Loss=0.5404 | Reco=0.5404 | Nsdr=1.180 | Best=0.5362 | Bname=main
[2024-12-12 16:22:13,707][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:22:13,708][demucs.solver][INFO] - Training...
[2024-12-12 16:22:19,364][demucs.solver][INFO] - Train | Epoch 422 | 1/14 | 0.52 it/sec | Loss 0.2651 | Reco 0.2651 | Grad 0.6783
[2024-12-12 16:22:21,512][demucs.solver][INFO] - Train | Epoch 422 | 2/14 | 0.50 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.7852
[2024-12-12 16:22:22,160][demucs.solver][INFO] - Train | Epoch 422 | 3/14 | 0.60 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.9657
[2024-12-12 16:22:22,805][demucs.solver][INFO] - Train | Epoch 422 | 4/14 | 0.69 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 0.8399
[2024-12-12 16:22:23,450][demucs.solver][INFO] - Train | Epoch 422 | 5/14 | 0.76 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.7182
[2024-12-12 16:22:24,089][demucs.solver][INFO] - Train | Epoch 422 | 6/14 | 0.82 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 0.6394
[2024-12-12 16:22:24,728][demucs.solver][INFO] - Train | Epoch 422 | 7/14 | 0.87 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 0.8540
[2024-12-12 16:22:25,366][demucs.solver][INFO] - Train | Epoch 422 | 8/14 | 0.91 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.7934
[2024-12-12 16:22:26,008][demucs.solver][INFO] - Train | Epoch 422 | 9/14 | 0.95 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.9582
[2024-12-12 16:22:26,636][demucs.solver][INFO] - Train | Epoch 422 | 10/14 | 0.99 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.0538
[2024-12-12 16:22:27,267][demucs.solver][INFO] - Train | Epoch 422 | 11/14 | 1.02 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.9800
[2024-12-12 16:22:28,023][demucs.solver][INFO] - Train | Epoch 422 | 12/14 | 1.04 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 1.0335
[2024-12-12 16:22:28,652][demucs.solver][INFO] - Train | Epoch 422 | 13/14 | 1.07 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.0221
[2024-12-12 16:22:28,956][demucs.solver][INFO] - Train Summary | Epoch 422 | Loss=0.2500 | Reco=0.2500 | Grad=1.0221
[2024-12-12 16:22:28,957][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:22:28,957][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:22:31,191][demucs.solver][INFO] - Valid | Epoch 422 | 1/20 | 3.41 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.228
[2024-12-12 16:22:31,364][demucs.solver][INFO] - Valid | Epoch 422 | 2/20 | 3.95 it/sec | Loss 0.4503 | Reco 0.4503 | Nsdr 1.089
[2024-12-12 16:22:31,555][demucs.solver][INFO] - Valid | Epoch 422 | 3/20 | 4.21 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.141
[2024-12-12 16:22:31,737][demucs.solver][INFO] - Valid | Epoch 422 | 4/20 | 4.42 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.178
[2024-12-12 16:22:31,916][demucs.solver][INFO] - Valid | Epoch 422 | 5/20 | 4.58 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.155
[2024-12-12 16:22:32,083][demucs.solver][INFO] - Valid | Epoch 422 | 6/20 | 4.74 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.166
[2024-12-12 16:22:32,249][demucs.solver][INFO] - Valid | Epoch 422 | 7/20 | 4.86 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.182
[2024-12-12 16:22:32,426][demucs.solver][INFO] - Valid | Epoch 422 | 8/20 | 4.94 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.175
[2024-12-12 16:22:32,593][demucs.solver][INFO] - Valid | Epoch 422 | 9/20 | 5.03 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.187
[2024-12-12 16:22:32,771][demucs.solver][INFO] - Valid | Epoch 422 | 10/20 | 5.08 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.169
[2024-12-12 16:22:32,938][demucs.solver][INFO] - Valid | Epoch 422 | 11/20 | 5.14 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.166
[2024-12-12 16:22:33,119][demucs.solver][INFO] - Valid | Epoch 422 | 12/20 | 5.17 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.148
[2024-12-12 16:22:33,296][demucs.solver][INFO] - Valid | Epoch 422 | 13/20 | 5.20 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.153
[2024-12-12 16:22:33,475][demucs.solver][INFO] - Valid | Epoch 422 | 14/20 | 5.23 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.160
[2024-12-12 16:22:33,666][demucs.solver][INFO] - Valid | Epoch 422 | 15/20 | 5.23 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.168
[2024-12-12 16:22:33,857][demucs.solver][INFO] - Valid | Epoch 422 | 16/20 | 5.23 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.175
[2024-12-12 16:22:34,012][demucs.solver][INFO] - Valid | Epoch 422 | 17/20 | 5.28 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.182
[2024-12-12 16:22:34,178][demucs.solver][INFO] - Valid | Epoch 422 | 18/20 | 5.32 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.160
[2024-12-12 16:22:34,354][demucs.solver][INFO] - Valid | Epoch 422 | 19/20 | 5.33 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.171
[2024-12-12 16:22:34,661][demucs.solver][INFO] - Valid Summary | Epoch 422 | Loss=0.5430 | Reco=0.5430 | Nsdr=1.171 | Best=0.5362 | Bname=main
[2024-12-12 16:22:36,000][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:22:36,000][demucs.solver][INFO] - Training...
[2024-12-12 16:22:45,592][demucs.solver][INFO] - Train | Epoch 423 | 1/14 | 0.25 it/sec | Loss 0.2652 | Reco 0.2652 | Grad 0.9378
[2024-12-12 16:22:46,241][demucs.solver][INFO] - Train | Epoch 423 | 2/14 | 0.35 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 0.7892
[2024-12-12 16:22:48,474][demucs.solver][INFO] - Train | Epoch 423 | 3/14 | 0.37 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.8486
[2024-12-12 16:22:49,110][demucs.solver][INFO] - Train | Epoch 423 | 4/14 | 0.43 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.8703
[2024-12-12 16:22:49,747][demucs.solver][INFO] - Train | Epoch 423 | 5/14 | 0.49 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.8681
[2024-12-12 16:22:50,385][demucs.solver][INFO] - Train | Epoch 423 | 6/14 | 0.55 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.7946
[2024-12-12 16:22:51,027][demucs.solver][INFO] - Train | Epoch 423 | 7/14 | 0.59 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.7330
[2024-12-12 16:22:51,668][demucs.solver][INFO] - Train | Epoch 423 | 8/14 | 0.64 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.7166
[2024-12-12 16:22:52,295][demucs.solver][INFO] - Train | Epoch 423 | 9/14 | 0.68 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 0.7214
[2024-12-12 16:22:52,924][demucs.solver][INFO] - Train | Epoch 423 | 10/14 | 0.72 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 0.8443
[2024-12-12 16:22:53,556][demucs.solver][INFO] - Train | Epoch 423 | 11/14 | 0.75 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.8387
[2024-12-12 16:22:54,188][demucs.solver][INFO] - Train | Epoch 423 | 12/14 | 0.78 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 0.8309
[2024-12-12 16:22:54,818][demucs.solver][INFO] - Train | Epoch 423 | 13/14 | 0.81 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.8079
[2024-12-12 16:22:55,132][demucs.solver][INFO] - Train Summary | Epoch 423 | Loss=0.2512 | Reco=0.2512 | Grad=0.8079
[2024-12-12 16:22:55,132][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:22:55,132][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:22:58,249][demucs.solver][INFO] - Valid | Epoch 423 | 1/20 | 1.31 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.321
[2024-12-12 16:22:58,580][demucs.solver][INFO] - Valid | Epoch 423 | 2/20 | 1.61 it/sec | Loss 0.4449 | Reco 0.4449 | Nsdr 1.160
[2024-12-12 16:22:58,881][demucs.solver][INFO] - Valid | Epoch 423 | 3/20 | 1.85 it/sec | Loss 0.4893 | Reco 0.4893 | Nsdr 1.215
[2024-12-12 16:22:59,209][demucs.solver][INFO] - Valid | Epoch 423 | 4/20 | 2.01 it/sec | Loss 0.5056 | Reco 0.5056 | Nsdr 1.254
[2024-12-12 16:22:59,525][demucs.solver][INFO] - Valid | Epoch 423 | 5/20 | 2.14 it/sec | Loss 0.5255 | Reco 0.5255 | Nsdr 1.250
[2024-12-12 16:22:59,760][demucs.solver][INFO] - Valid | Epoch 423 | 6/20 | 2.30 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.260
[2024-12-12 16:22:59,944][demucs.solver][INFO] - Valid | Epoch 423 | 7/20 | 2.48 it/sec | Loss 0.5301 | Reco 0.5301 | Nsdr 1.275
[2024-12-12 16:23:00,139][demucs.solver][INFO] - Valid | Epoch 423 | 8/20 | 2.63 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.275
[2024-12-12 16:23:00,320][demucs.solver][INFO] - Valid | Epoch 423 | 9/20 | 2.78 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.289
[2024-12-12 16:23:00,484][demucs.solver][INFO] - Valid | Epoch 423 | 10/20 | 2.92 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.266
[2024-12-12 16:23:00,648][demucs.solver][INFO] - Valid | Epoch 423 | 11/20 | 3.06 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.261
[2024-12-12 16:23:00,814][demucs.solver][INFO] - Valid | Epoch 423 | 12/20 | 3.18 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.241
[2024-12-12 16:23:00,991][demucs.solver][INFO] - Valid | Epoch 423 | 13/20 | 3.28 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.245
[2024-12-12 16:23:01,183][demucs.solver][INFO] - Valid | Epoch 423 | 14/20 | 3.36 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.250
[2024-12-12 16:23:01,359][demucs.solver][INFO] - Valid | Epoch 423 | 15/20 | 3.45 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.257
[2024-12-12 16:23:01,523][demucs.solver][INFO] - Valid | Epoch 423 | 16/20 | 3.54 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.262
[2024-12-12 16:23:01,716][demucs.solver][INFO] - Valid | Epoch 423 | 17/20 | 3.60 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.269
[2024-12-12 16:23:01,880][demucs.solver][INFO] - Valid | Epoch 423 | 18/20 | 3.68 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.244
[2024-12-12 16:23:02,046][demucs.solver][INFO] - Valid | Epoch 423 | 19/20 | 3.76 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.255
[2024-12-12 16:23:02,659][demucs.solver][INFO] - Valid Summary | Epoch 423 | Loss=0.5353 | Reco=0.5353 | Nsdr=1.255 | Best=0.5353 | Bname=main
[2024-12-12 16:23:02,659][demucs.solver][INFO] - New best valid loss 0.5353
[2024-12-12 16:23:04,602][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:23:04,602][demucs.solver][INFO] - Training...
[2024-12-12 16:23:13,096][demucs.solver][INFO] - Train | Epoch 424 | 1/14 | 0.29 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.8340
[2024-12-12 16:23:13,741][demucs.solver][INFO] - Train | Epoch 424 | 2/14 | 0.40 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.1059
[2024-12-12 16:23:14,382][demucs.solver][INFO] - Train | Epoch 424 | 3/14 | 0.49 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.9320
[2024-12-12 16:23:15,017][demucs.solver][INFO] - Train | Epoch 424 | 4/14 | 0.57 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.9674
[2024-12-12 16:23:15,646][demucs.solver][INFO] - Train | Epoch 424 | 5/14 | 0.64 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.8819
[2024-12-12 16:23:16,274][demucs.solver][INFO] - Train | Epoch 424 | 6/14 | 0.70 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.7757
[2024-12-12 16:23:16,902][demucs.solver][INFO] - Train | Epoch 424 | 7/14 | 0.75 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.8361
[2024-12-12 16:23:17,530][demucs.solver][INFO] - Train | Epoch 424 | 8/14 | 0.80 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 0.8602
[2024-12-12 16:23:18,158][demucs.solver][INFO] - Train | Epoch 424 | 9/14 | 0.84 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 0.7933
[2024-12-12 16:23:18,787][demucs.solver][INFO] - Train | Epoch 424 | 10/14 | 0.88 it/sec | Loss 0.2313 | Reco 0.2313 | Grad 0.7590
[2024-12-12 16:23:19,416][demucs.solver][INFO] - Train | Epoch 424 | 11/14 | 0.91 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 0.7630
[2024-12-12 16:23:20,044][demucs.solver][INFO] - Train | Epoch 424 | 12/14 | 0.95 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 0.7540
[2024-12-12 16:23:20,670][demucs.solver][INFO] - Train | Epoch 424 | 13/14 | 0.97 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.7359
[2024-12-12 16:23:20,963][demucs.solver][INFO] - Train Summary | Epoch 424 | Loss=0.2436 | Reco=0.2436 | Grad=0.7359
[2024-12-12 16:23:20,964][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:23:20,964][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:23:23,025][demucs.solver][INFO] - Valid | Epoch 424 | 1/20 | 3.53 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.205
[2024-12-12 16:23:23,207][demucs.solver][INFO] - Valid | Epoch 424 | 2/20 | 4.01 it/sec | Loss 0.4516 | Reco 0.4516 | Nsdr 1.069
[2024-12-12 16:23:23,398][demucs.solver][INFO] - Valid | Epoch 424 | 3/20 | 4.26 it/sec | Loss 0.4968 | Reco 0.4968 | Nsdr 1.119
[2024-12-12 16:23:23,591][demucs.solver][INFO] - Valid | Epoch 424 | 4/20 | 4.41 it/sec | Loss 0.5144 | Reco 0.5144 | Nsdr 1.149
[2024-12-12 16:23:23,758][demucs.solver][INFO] - Valid | Epoch 424 | 5/20 | 4.62 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.126
[2024-12-12 16:23:23,936][demucs.solver][INFO] - Valid | Epoch 424 | 6/20 | 4.74 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.139
[2024-12-12 16:23:24,129][demucs.solver][INFO] - Valid | Epoch 424 | 7/20 | 4.79 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.154
[2024-12-12 16:23:24,310][demucs.solver][INFO] - Valid | Epoch 424 | 8/20 | 4.86 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.142
[2024-12-12 16:23:24,501][demucs.solver][INFO] - Valid | Epoch 424 | 9/20 | 4.90 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.154
[2024-12-12 16:23:24,692][demucs.solver][INFO] - Valid | Epoch 424 | 10/20 | 4.93 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.138
[2024-12-12 16:23:24,882][demucs.solver][INFO] - Valid | Epoch 424 | 11/20 | 4.95 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.136
[2024-12-12 16:23:25,073][demucs.solver][INFO] - Valid | Epoch 424 | 12/20 | 4.97 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.119
[2024-12-12 16:23:25,262][demucs.solver][INFO] - Valid | Epoch 424 | 13/20 | 4.99 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.124
[2024-12-12 16:23:25,439][demucs.solver][INFO] - Valid | Epoch 424 | 14/20 | 5.03 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.129
[2024-12-12 16:23:25,627][demucs.solver][INFO] - Valid | Epoch 424 | 15/20 | 5.05 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.135
[2024-12-12 16:23:25,817][demucs.solver][INFO] - Valid | Epoch 424 | 16/20 | 5.06 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.142
[2024-12-12 16:23:25,972][demucs.solver][INFO] - Valid | Epoch 424 | 17/20 | 5.12 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.150
[2024-12-12 16:23:26,139][demucs.solver][INFO] - Valid | Epoch 424 | 18/20 | 5.16 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.129
[2024-12-12 16:23:26,305][demucs.solver][INFO] - Valid | Epoch 424 | 19/20 | 5.20 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.140
[2024-12-12 16:23:26,721][demucs.solver][INFO] - Valid Summary | Epoch 424 | Loss=0.5453 | Reco=0.5453 | Nsdr=1.140 | Best=0.5353 | Bname=main
[2024-12-12 16:23:28,054][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:23:28,054][demucs.solver][INFO] - Training...
[2024-12-12 16:23:36,087][demucs.solver][INFO] - Train | Epoch 425 | 1/14 | 0.31 it/sec | Loss 0.2805 | Reco 0.2805 | Grad 0.7751
[2024-12-12 16:23:36,728][demucs.solver][INFO] - Train | Epoch 425 | 2/14 | 0.43 it/sec | Loss 0.2779 | Reco 0.2779 | Grad 0.9002
[2024-12-12 16:23:38,874][demucs.solver][INFO] - Train | Epoch 425 | 3/14 | 0.44 it/sec | Loss 0.2776 | Reco 0.2776 | Grad 1.2265
[2024-12-12 16:23:39,508][demucs.solver][INFO] - Train | Epoch 425 | 4/14 | 0.51 it/sec | Loss 0.2743 | Reco 0.2743 | Grad 1.2614
[2024-12-12 16:23:40,148][demucs.solver][INFO] - Train | Epoch 425 | 5/14 | 0.57 it/sec | Loss 0.2648 | Reco 0.2648 | Grad 1.2125
[2024-12-12 16:23:40,790][demucs.solver][INFO] - Train | Epoch 425 | 6/14 | 0.63 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 1.0737
[2024-12-12 16:23:41,434][demucs.solver][INFO] - Train | Epoch 425 | 7/14 | 0.68 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.0012
[2024-12-12 16:23:42,075][demucs.solver][INFO] - Train | Epoch 425 | 8/14 | 0.73 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.1463
[2024-12-12 16:23:42,718][demucs.solver][INFO] - Train | Epoch 425 | 9/14 | 0.77 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.2155
[2024-12-12 16:23:43,360][demucs.solver][INFO] - Train | Epoch 425 | 10/14 | 0.80 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.3018
[2024-12-12 16:23:44,001][demucs.solver][INFO] - Train | Epoch 425 | 11/14 | 0.84 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.3200
[2024-12-12 16:23:44,642][demucs.solver][INFO] - Train | Epoch 425 | 12/14 | 0.87 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.3841
[2024-12-12 16:23:45,283][demucs.solver][INFO] - Train | Epoch 425 | 13/14 | 0.90 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 1.3525
[2024-12-12 16:23:45,589][demucs.solver][INFO] - Train Summary | Epoch 425 | Loss=0.2491 | Reco=0.2491 | Grad=1.3525
[2024-12-12 16:23:45,589][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:23:45,590][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:23:47,878][demucs.solver][INFO] - Valid | Epoch 425 | 1/20 | 2.72 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.241
[2024-12-12 16:23:48,075][demucs.solver][INFO] - Valid | Epoch 425 | 2/20 | 3.22 it/sec | Loss 0.4474 | Reco 0.4474 | Nsdr 1.120
[2024-12-12 16:23:48,254][demucs.solver][INFO] - Valid | Epoch 425 | 3/20 | 3.60 it/sec | Loss 0.4920 | Reco 0.4920 | Nsdr 1.150
[2024-12-12 16:23:48,453][demucs.solver][INFO] - Valid | Epoch 425 | 4/20 | 3.82 it/sec | Loss 0.5092 | Reco 0.5092 | Nsdr 1.173
[2024-12-12 16:23:48,620][demucs.solver][INFO] - Valid | Epoch 425 | 5/20 | 4.06 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.156
[2024-12-12 16:23:48,802][demucs.solver][INFO] - Valid | Epoch 425 | 6/20 | 4.22 it/sec | Loss 0.5156 | Reco 0.5156 | Nsdr 1.164
[2024-12-12 16:23:48,981][demucs.solver][INFO] - Valid | Epoch 425 | 7/20 | 4.35 it/sec | Loss 0.5359 | Reco 0.5359 | Nsdr 1.171
[2024-12-12 16:23:49,158][demucs.solver][INFO] - Valid | Epoch 425 | 8/20 | 4.47 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.163
[2024-12-12 16:23:49,350][demucs.solver][INFO] - Valid | Epoch 425 | 9/20 | 4.53 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.167
[2024-12-12 16:23:49,539][demucs.solver][INFO] - Valid | Epoch 425 | 10/20 | 4.59 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.153
[2024-12-12 16:23:49,716][demucs.solver][INFO] - Valid | Epoch 425 | 11/20 | 4.66 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.151
[2024-12-12 16:23:49,903][demucs.solver][INFO] - Valid | Epoch 425 | 12/20 | 4.71 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.134
[2024-12-12 16:23:50,080][demucs.solver][INFO] - Valid | Epoch 425 | 13/20 | 4.77 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.140
[2024-12-12 16:23:50,247][demucs.solver][INFO] - Valid | Epoch 425 | 14/20 | 4.83 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.143
[2024-12-12 16:23:50,426][demucs.solver][INFO] - Valid | Epoch 425 | 15/20 | 4.87 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.148
[2024-12-12 16:23:50,619][demucs.solver][INFO] - Valid | Epoch 425 | 16/20 | 4.89 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.154
[2024-12-12 16:23:50,796][demucs.solver][INFO] - Valid | Epoch 425 | 17/20 | 4.93 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.161
[2024-12-12 16:23:50,961][demucs.solver][INFO] - Valid | Epoch 425 | 18/20 | 4.98 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.143
[2024-12-12 16:23:51,140][demucs.solver][INFO] - Valid | Epoch 425 | 19/20 | 5.00 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.151
[2024-12-12 16:23:51,503][demucs.solver][INFO] - Valid Summary | Epoch 425 | Loss=0.5417 | Reco=0.5417 | Nsdr=1.151 | Best=0.5353 | Bname=main
[2024-12-12 16:23:53,060][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:23:53,060][demucs.solver][INFO] - Training...
[2024-12-12 16:24:00,550][demucs.solver][INFO] - Train | Epoch 426 | 1/14 | 0.33 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.2821
[2024-12-12 16:24:02,475][demucs.solver][INFO] - Train | Epoch 426 | 2/14 | 0.38 it/sec | Loss 0.2336 | Reco 0.2336 | Grad 0.9118
[2024-12-12 16:24:03,122][demucs.solver][INFO] - Train | Epoch 426 | 3/14 | 0.47 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 0.8887
[2024-12-12 16:24:03,763][demucs.solver][INFO] - Train | Epoch 426 | 4/14 | 0.54 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.7524
[2024-12-12 16:24:04,409][demucs.solver][INFO] - Train | Epoch 426 | 5/14 | 0.61 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.9694
[2024-12-12 16:24:05,047][demucs.solver][INFO] - Train | Epoch 426 | 6/14 | 0.67 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 1.3289
[2024-12-12 16:24:05,686][demucs.solver][INFO] - Train | Epoch 426 | 7/14 | 0.72 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 1.2351
[2024-12-12 16:24:06,322][demucs.solver][INFO] - Train | Epoch 426 | 8/14 | 0.76 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 1.1501
[2024-12-12 16:24:06,954][demucs.solver][INFO] - Train | Epoch 426 | 9/14 | 0.81 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 1.0859
[2024-12-12 16:24:07,588][demucs.solver][INFO] - Train | Epoch 426 | 10/14 | 0.84 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 1.0978
[2024-12-12 16:24:08,223][demucs.solver][INFO] - Train | Epoch 426 | 11/14 | 0.88 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.1562
[2024-12-12 16:24:08,857][demucs.solver][INFO] - Train | Epoch 426 | 12/14 | 0.91 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.0802
[2024-12-12 16:24:09,492][demucs.solver][INFO] - Train | Epoch 426 | 13/14 | 0.94 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.1118
[2024-12-12 16:24:09,789][demucs.solver][INFO] - Train Summary | Epoch 426 | Loss=0.2468 | Reco=0.2468 | Grad=1.1118
[2024-12-12 16:24:09,790][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:24:09,790][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:24:12,134][demucs.solver][INFO] - Valid | Epoch 426 | 1/20 | 2.86 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.229
[2024-12-12 16:24:12,326][demucs.solver][INFO] - Valid | Epoch 426 | 2/20 | 3.37 it/sec | Loss 0.4490 | Reco 0.4490 | Nsdr 1.095
[2024-12-12 16:24:12,480][demucs.solver][INFO] - Valid | Epoch 426 | 3/20 | 3.83 it/sec | Loss 0.4937 | Reco 0.4937 | Nsdr 1.143
[2024-12-12 16:24:12,672][demucs.solver][INFO] - Valid | Epoch 426 | 4/20 | 4.04 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.167
[2024-12-12 16:24:12,850][demucs.solver][INFO] - Valid | Epoch 426 | 5/20 | 4.24 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.134
[2024-12-12 16:24:13,003][demucs.solver][INFO] - Valid | Epoch 426 | 6/20 | 4.46 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.148
[2024-12-12 16:24:13,168][demucs.solver][INFO] - Valid | Epoch 426 | 7/20 | 4.62 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.163
[2024-12-12 16:24:13,361][demucs.solver][INFO] - Valid | Epoch 426 | 8/20 | 4.67 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.145
[2024-12-12 16:24:13,515][demucs.solver][INFO] - Valid | Epoch 426 | 9/20 | 4.81 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.155
[2024-12-12 16:24:13,696][demucs.solver][INFO] - Valid | Epoch 426 | 10/20 | 4.87 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.143
[2024-12-12 16:24:13,876][demucs.solver][INFO] - Valid | Epoch 426 | 11/20 | 4.92 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.142
[2024-12-12 16:24:14,030][demucs.solver][INFO] - Valid | Epoch 426 | 12/20 | 5.01 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.126
[2024-12-12 16:24:14,208][demucs.solver][INFO] - Valid | Epoch 426 | 13/20 | 5.05 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.131
[2024-12-12 16:24:14,387][demucs.solver][INFO] - Valid | Epoch 426 | 14/20 | 5.08 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.136
[2024-12-12 16:24:14,564][demucs.solver][INFO] - Valid | Epoch 426 | 15/20 | 5.11 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.141
[2024-12-12 16:24:14,733][demucs.solver][INFO] - Valid | Epoch 426 | 16/20 | 5.16 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.149
[2024-12-12 16:24:14,901][demucs.solver][INFO] - Valid | Epoch 426 | 17/20 | 5.19 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.157
[2024-12-12 16:24:15,079][demucs.solver][INFO] - Valid | Epoch 426 | 18/20 | 5.21 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.137
[2024-12-12 16:24:15,244][demucs.solver][INFO] - Valid | Epoch 426 | 19/20 | 5.25 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.148
[2024-12-12 16:24:15,977][demucs.solver][INFO] - Valid Summary | Epoch 426 | Loss=0.5433 | Reco=0.5433 | Nsdr=1.148 | Best=0.5353 | Bname=main
[2024-12-12 16:24:17,474][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:24:17,474][demucs.solver][INFO] - Training...
[2024-12-12 16:24:27,790][demucs.solver][INFO] - Train | Epoch 427 | 1/14 | 0.23 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 0.4834
[2024-12-12 16:24:28,767][demucs.solver][INFO] - Train | Epoch 427 | 2/14 | 0.31 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.4717
[2024-12-12 16:24:29,553][demucs.solver][INFO] - Train | Epoch 427 | 3/14 | 0.38 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 0.6928
[2024-12-12 16:24:30,192][demucs.solver][INFO] - Train | Epoch 427 | 4/14 | 0.45 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.6760
[2024-12-12 16:24:30,830][demucs.solver][INFO] - Train | Epoch 427 | 5/14 | 0.51 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 0.6252
[2024-12-12 16:24:31,469][demucs.solver][INFO] - Train | Epoch 427 | 6/14 | 0.57 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 0.5764
[2024-12-12 16:24:32,110][demucs.solver][INFO] - Train | Epoch 427 | 7/14 | 0.62 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.7328
[2024-12-12 16:24:32,741][demucs.solver][INFO] - Train | Epoch 427 | 8/14 | 0.66 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 0.7238
[2024-12-12 16:24:33,370][demucs.solver][INFO] - Train | Epoch 427 | 9/14 | 0.70 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.7537
[2024-12-12 16:24:34,001][demucs.solver][INFO] - Train | Epoch 427 | 10/14 | 0.74 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 0.7582
[2024-12-12 16:24:34,631][demucs.solver][INFO] - Train | Epoch 427 | 11/14 | 0.77 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 0.7253
[2024-12-12 16:24:35,260][demucs.solver][INFO] - Train | Epoch 427 | 12/14 | 0.81 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.7983
[2024-12-12 16:24:35,888][demucs.solver][INFO] - Train | Epoch 427 | 13/14 | 0.83 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.7856
[2024-12-12 16:24:36,194][demucs.solver][INFO] - Train Summary | Epoch 427 | Loss=0.2549 | Reco=0.2549 | Grad=0.7856
[2024-12-12 16:24:36,194][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:24:36,194][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:24:38,657][demucs.solver][INFO] - Valid | Epoch 427 | 1/20 | 3.88 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.260
[2024-12-12 16:24:38,851][demucs.solver][INFO] - Valid | Epoch 427 | 2/20 | 4.23 it/sec | Loss 0.4473 | Reco 0.4473 | Nsdr 1.124
[2024-12-12 16:24:39,019][demucs.solver][INFO] - Valid | Epoch 427 | 3/20 | 4.56 it/sec | Loss 0.4916 | Reco 0.4916 | Nsdr 1.172
[2024-12-12 16:24:39,200][demucs.solver][INFO] - Valid | Epoch 427 | 4/20 | 4.72 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.191
[2024-12-12 16:24:39,377][demucs.solver][INFO] - Valid | Epoch 427 | 5/20 | 4.86 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.159
[2024-12-12 16:24:39,557][demucs.solver][INFO] - Valid | Epoch 427 | 6/20 | 4.95 it/sec | Loss 0.5166 | Reco 0.5166 | Nsdr 1.171
[2024-12-12 16:24:39,732][demucs.solver][INFO] - Valid | Epoch 427 | 7/20 | 5.03 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.183
[2024-12-12 16:24:39,922][demucs.solver][INFO] - Valid | Epoch 427 | 8/20 | 5.06 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.168
[2024-12-12 16:24:40,115][demucs.solver][INFO] - Valid | Epoch 427 | 9/20 | 5.07 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.174
[2024-12-12 16:24:40,304][demucs.solver][INFO] - Valid | Epoch 427 | 10/20 | 5.09 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.160
[2024-12-12 16:24:40,481][demucs.solver][INFO] - Valid | Epoch 427 | 11/20 | 5.13 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.160
[2024-12-12 16:24:40,656][demucs.solver][INFO] - Valid | Epoch 427 | 12/20 | 5.17 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.141
[2024-12-12 16:24:40,832][demucs.solver][INFO] - Valid | Epoch 427 | 13/20 | 5.20 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.145
[2024-12-12 16:24:41,007][demucs.solver][INFO] - Valid | Epoch 427 | 14/20 | 5.24 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.150
[2024-12-12 16:24:41,181][demucs.solver][INFO] - Valid | Epoch 427 | 15/20 | 5.26 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.156
[2024-12-12 16:24:41,356][demucs.solver][INFO] - Valid | Epoch 427 | 16/20 | 5.29 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.163
[2024-12-12 16:24:41,534][demucs.solver][INFO] - Valid | Epoch 427 | 17/20 | 5.31 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.174
[2024-12-12 16:24:41,712][demucs.solver][INFO] - Valid | Epoch 427 | 18/20 | 5.32 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.155
[2024-12-12 16:24:41,893][demucs.solver][INFO] - Valid | Epoch 427 | 19/20 | 5.33 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.166
[2024-12-12 16:24:42,268][demucs.solver][INFO] - Valid Summary | Epoch 427 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.166 | Best=0.5353 | Bname=main
[2024-12-12 16:24:43,671][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:24:43,672][demucs.solver][INFO] - Training...
[2024-12-12 16:24:49,705][demucs.solver][INFO] - Train | Epoch 428 | 1/14 | 0.45 it/sec | Loss 0.2649 | Reco 0.2649 | Grad 1.3377
[2024-12-12 16:24:51,574][demucs.solver][INFO] - Train | Epoch 428 | 2/14 | 0.48 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.9241
[2024-12-12 16:24:52,214][demucs.solver][INFO] - Train | Epoch 428 | 3/14 | 0.58 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.9875
[2024-12-12 16:24:52,868][demucs.solver][INFO] - Train | Epoch 428 | 4/14 | 0.66 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 1.1451
[2024-12-12 16:24:53,507][demucs.solver][INFO] - Train | Epoch 428 | 5/14 | 0.73 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 1.1440
[2024-12-12 16:24:54,143][demucs.solver][INFO] - Train | Epoch 428 | 6/14 | 0.79 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 1.1977
[2024-12-12 16:24:54,780][demucs.solver][INFO] - Train | Epoch 428 | 7/14 | 0.84 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.1358
[2024-12-12 16:24:55,537][demucs.solver][INFO] - Train | Epoch 428 | 8/14 | 0.88 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.1451
[2024-12-12 16:24:56,165][demucs.solver][INFO] - Train | Epoch 428 | 9/14 | 0.92 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.0796
[2024-12-12 16:24:56,793][demucs.solver][INFO] - Train | Epoch 428 | 10/14 | 0.96 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 1.0098
[2024-12-12 16:24:57,423][demucs.solver][INFO] - Train | Epoch 428 | 11/14 | 0.99 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.9477
[2024-12-12 16:24:58,054][demucs.solver][INFO] - Train | Epoch 428 | 12/14 | 1.02 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.8870
[2024-12-12 16:24:58,682][demucs.solver][INFO] - Train | Epoch 428 | 13/14 | 1.04 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.9481
[2024-12-12 16:24:59,024][demucs.solver][INFO] - Train Summary | Epoch 428 | Loss=0.2412 | Reco=0.2412 | Grad=0.9481
[2024-12-12 16:24:59,025][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:24:59,025][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:25:01,120][demucs.solver][INFO] - Valid | Epoch 428 | 1/20 | 3.20 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.233
[2024-12-12 16:25:01,303][demucs.solver][INFO] - Valid | Epoch 428 | 2/20 | 3.71 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.096
[2024-12-12 16:25:01,496][demucs.solver][INFO] - Valid | Epoch 428 | 3/20 | 3.99 it/sec | Loss 0.4930 | Reco 0.4930 | Nsdr 1.148
[2024-12-12 16:25:01,674][demucs.solver][INFO] - Valid | Epoch 428 | 4/20 | 4.24 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.169
[2024-12-12 16:25:01,866][demucs.solver][INFO] - Valid | Epoch 428 | 5/20 | 4.37 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.135
[2024-12-12 16:25:02,046][demucs.solver][INFO] - Valid | Epoch 428 | 6/20 | 4.51 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.151
[2024-12-12 16:25:02,235][demucs.solver][INFO] - Valid | Epoch 428 | 7/20 | 4.59 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.166
[2024-12-12 16:25:02,426][demucs.solver][INFO] - Valid | Epoch 428 | 8/20 | 4.66 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.149
[2024-12-12 16:25:02,593][demucs.solver][INFO] - Valid | Epoch 428 | 9/20 | 4.76 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.158
[2024-12-12 16:25:02,783][demucs.solver][INFO] - Valid | Epoch 428 | 10/20 | 4.81 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.146
[2024-12-12 16:25:02,960][demucs.solver][INFO] - Valid | Epoch 428 | 11/20 | 4.87 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.146
[2024-12-12 16:25:03,149][demucs.solver][INFO] - Valid | Epoch 428 | 12/20 | 4.90 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.129
[2024-12-12 16:25:03,326][demucs.solver][INFO] - Valid | Epoch 428 | 13/20 | 4.94 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.134
[2024-12-12 16:25:03,488][demucs.solver][INFO] - Valid | Epoch 428 | 14/20 | 5.01 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.140
[2024-12-12 16:25:03,664][demucs.solver][INFO] - Valid | Epoch 428 | 15/20 | 5.05 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.146
[2024-12-12 16:25:03,842][demucs.solver][INFO] - Valid | Epoch 428 | 16/20 | 5.08 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.154
[2024-12-12 16:25:04,018][demucs.solver][INFO] - Valid | Epoch 428 | 17/20 | 5.11 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.163
[2024-12-12 16:25:04,208][demucs.solver][INFO] - Valid | Epoch 428 | 18/20 | 5.12 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.143
[2024-12-12 16:25:04,375][demucs.solver][INFO] - Valid | Epoch 428 | 19/20 | 5.15 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.154
[2024-12-12 16:25:04,680][demucs.solver][INFO] - Valid Summary | Epoch 428 | Loss=0.5429 | Reco=0.5429 | Nsdr=1.154 | Best=0.5353 | Bname=main
[2024-12-12 16:25:06,074][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:25:06,075][demucs.solver][INFO] - Training...
[2024-12-12 16:25:14,102][demucs.solver][INFO] - Train | Epoch 429 | 1/14 | 0.31 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.4682
[2024-12-12 16:25:14,790][demucs.solver][INFO] - Train | Epoch 429 | 2/14 | 0.42 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 1.0439
[2024-12-12 16:25:15,846][demucs.solver][INFO] - Train | Epoch 429 | 3/14 | 0.48 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.0994
[2024-12-12 16:25:16,490][demucs.solver][INFO] - Train | Epoch 429 | 4/14 | 0.56 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 1.0002
[2024-12-12 16:25:17,127][demucs.solver][INFO] - Train | Epoch 429 | 5/14 | 0.63 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 1.0178
[2024-12-12 16:25:17,762][demucs.solver][INFO] - Train | Epoch 429 | 6/14 | 0.69 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.0469
[2024-12-12 16:25:18,389][demucs.solver][INFO] - Train | Epoch 429 | 7/14 | 0.74 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 1.1097
[2024-12-12 16:25:19,021][demucs.solver][INFO] - Train | Epoch 429 | 8/14 | 0.79 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.0478
[2024-12-12 16:25:19,649][demucs.solver][INFO] - Train | Epoch 429 | 9/14 | 0.83 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.1124
[2024-12-12 16:25:20,276][demucs.solver][INFO] - Train | Epoch 429 | 10/14 | 0.87 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.0979
[2024-12-12 16:25:20,902][demucs.solver][INFO] - Train | Epoch 429 | 11/14 | 0.90 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.0991
[2024-12-12 16:25:21,528][demucs.solver][INFO] - Train | Epoch 429 | 12/14 | 0.93 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.2079
[2024-12-12 16:25:22,154][demucs.solver][INFO] - Train | Epoch 429 | 13/14 | 0.96 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.1822
[2024-12-12 16:25:22,446][demucs.solver][INFO] - Train Summary | Epoch 429 | Loss=0.2460 | Reco=0.2460 | Grad=1.1822
[2024-12-12 16:25:22,447][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:25:22,447][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:25:24,994][demucs.solver][INFO] - Valid | Epoch 429 | 1/20 | 2.09 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.228
[2024-12-12 16:25:25,179][demucs.solver][INFO] - Valid | Epoch 429 | 2/20 | 2.62 it/sec | Loss 0.4480 | Reco 0.4480 | Nsdr 1.093
[2024-12-12 16:25:25,359][demucs.solver][INFO] - Valid | Epoch 429 | 3/20 | 3.02 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.141
[2024-12-12 16:25:25,551][demucs.solver][INFO] - Valid | Epoch 429 | 4/20 | 3.30 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.157
[2024-12-12 16:25:25,717][demucs.solver][INFO] - Valid | Epoch 429 | 5/20 | 3.57 it/sec | Loss 0.5338 | Reco 0.5338 | Nsdr 1.123
[2024-12-12 16:25:25,871][demucs.solver][INFO] - Valid | Epoch 429 | 6/20 | 3.81 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.133
[2024-12-12 16:25:26,050][demucs.solver][INFO] - Valid | Epoch 429 | 7/20 | 3.97 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.143
[2024-12-12 16:25:26,215][demucs.solver][INFO] - Valid | Epoch 429 | 8/20 | 4.13 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.125
[2024-12-12 16:25:26,409][demucs.solver][INFO] - Valid | Epoch 429 | 9/20 | 4.21 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.128
[2024-12-12 16:25:26,576][demucs.solver][INFO] - Valid | Epoch 429 | 10/20 | 4.33 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.116
[2024-12-12 16:25:26,767][demucs.solver][INFO] - Valid | Epoch 429 | 11/20 | 4.39 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.117
[2024-12-12 16:25:26,947][demucs.solver][INFO] - Valid | Epoch 429 | 12/20 | 4.47 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.102
[2024-12-12 16:25:27,122][demucs.solver][INFO] - Valid | Epoch 429 | 13/20 | 4.54 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.107
[2024-12-12 16:25:27,311][demucs.solver][INFO] - Valid | Epoch 429 | 14/20 | 4.58 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.112
[2024-12-12 16:25:27,488][demucs.solver][INFO] - Valid | Epoch 429 | 15/20 | 4.63 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.116
[2024-12-12 16:25:27,667][demucs.solver][INFO] - Valid | Epoch 429 | 16/20 | 4.68 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.125
[2024-12-12 16:25:27,831][demucs.solver][INFO] - Valid | Epoch 429 | 17/20 | 4.74 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.137
[2024-12-12 16:25:28,023][demucs.solver][INFO] - Valid | Epoch 429 | 18/20 | 4.76 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.118
[2024-12-12 16:25:28,199][demucs.solver][INFO] - Valid | Epoch 429 | 19/20 | 4.80 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.128
[2024-12-12 16:25:28,584][demucs.solver][INFO] - Valid Summary | Epoch 429 | Loss=0.5434 | Reco=0.5434 | Nsdr=1.128 | Best=0.5353 | Bname=main
[2024-12-12 16:25:29,986][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:25:29,986][demucs.solver][INFO] - Training...
[2024-12-12 16:25:39,435][demucs.solver][INFO] - Train | Epoch 430 | 1/14 | 0.26 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.7794
[2024-12-12 16:25:40,082][demucs.solver][INFO] - Train | Epoch 430 | 2/14 | 0.35 it/sec | Loss 0.2324 | Reco 0.2324 | Grad 0.5748
[2024-12-12 16:25:40,723][demucs.solver][INFO] - Train | Epoch 430 | 3/14 | 0.44 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.8041
[2024-12-12 16:25:41,377][demucs.solver][INFO] - Train | Epoch 430 | 4/14 | 0.51 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.7161
[2024-12-12 16:25:42,020][demucs.solver][INFO] - Train | Epoch 430 | 5/14 | 0.58 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.8370
[2024-12-12 16:25:42,664][demucs.solver][INFO] - Train | Epoch 430 | 6/14 | 0.63 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 1.0408
[2024-12-12 16:25:43,304][demucs.solver][INFO] - Train | Epoch 430 | 7/14 | 0.68 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.0156
[2024-12-12 16:25:43,943][demucs.solver][INFO] - Train | Epoch 430 | 8/14 | 0.73 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.1201
[2024-12-12 16:25:44,581][demucs.solver][INFO] - Train | Epoch 430 | 9/14 | 0.77 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 1.0279
[2024-12-12 16:25:45,215][demucs.solver][INFO] - Train | Epoch 430 | 10/14 | 0.81 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.0222
[2024-12-12 16:25:45,856][demucs.solver][INFO] - Train | Epoch 430 | 11/14 | 0.84 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.0392
[2024-12-12 16:25:46,487][demucs.solver][INFO] - Train | Epoch 430 | 12/14 | 0.87 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 1.0192
[2024-12-12 16:25:47,114][demucs.solver][INFO] - Train | Epoch 430 | 13/14 | 0.90 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 0.9596
[2024-12-12 16:25:47,419][demucs.solver][INFO] - Train Summary | Epoch 430 | Loss=0.2375 | Reco=0.2375 | Grad=0.9596
[2024-12-12 16:25:47,420][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:25:47,420][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:25:49,580][demucs.solver][INFO] - Valid | Epoch 430 | 1/20 | 3.62 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.235
[2024-12-12 16:25:49,747][demucs.solver][INFO] - Valid | Epoch 430 | 2/20 | 4.17 it/sec | Loss 0.4474 | Reco 0.4474 | Nsdr 1.095
[2024-12-12 16:25:49,944][demucs.solver][INFO] - Valid | Epoch 430 | 3/20 | 4.36 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.142
[2024-12-12 16:25:50,097][demucs.solver][INFO] - Valid | Epoch 430 | 4/20 | 4.67 it/sec | Loss 0.5089 | Reco 0.5089 | Nsdr 1.179
[2024-12-12 16:25:50,288][demucs.solver][INFO] - Valid | Epoch 430 | 5/20 | 4.76 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 1.160
[2024-12-12 16:25:50,455][demucs.solver][INFO] - Valid | Epoch 430 | 6/20 | 4.90 it/sec | Loss 0.5142 | Reco 0.5142 | Nsdr 1.179
[2024-12-12 16:25:50,634][demucs.solver][INFO] - Valid | Epoch 430 | 7/20 | 4.98 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.195
[2024-12-12 16:25:50,803][demucs.solver][INFO] - Valid | Epoch 430 | 8/20 | 5.07 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.187
[2024-12-12 16:25:50,969][demucs.solver][INFO] - Valid | Epoch 430 | 9/20 | 5.15 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.200
[2024-12-12 16:25:51,159][demucs.solver][INFO] - Valid | Epoch 430 | 10/20 | 5.16 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.186
[2024-12-12 16:25:51,310][demucs.solver][INFO] - Valid | Epoch 430 | 11/20 | 5.26 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.185
[2024-12-12 16:25:51,502][demucs.solver][INFO] - Valid | Epoch 430 | 12/20 | 5.25 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.168
[2024-12-12 16:25:51,680][demucs.solver][INFO] - Valid | Epoch 430 | 13/20 | 5.28 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.174
[2024-12-12 16:25:51,847][demucs.solver][INFO] - Valid | Epoch 430 | 14/20 | 5.32 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.180
[2024-12-12 16:25:52,025][demucs.solver][INFO] - Valid | Epoch 430 | 15/20 | 5.34 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.187
[2024-12-12 16:25:52,190][demucs.solver][INFO] - Valid | Epoch 430 | 16/20 | 5.38 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.195
[2024-12-12 16:25:52,379][demucs.solver][INFO] - Valid | Epoch 430 | 17/20 | 5.37 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.194
[2024-12-12 16:25:52,545][demucs.solver][INFO] - Valid | Epoch 430 | 18/20 | 5.40 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.172
[2024-12-12 16:25:52,714][demucs.solver][INFO] - Valid | Epoch 430 | 19/20 | 5.42 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.184
[2024-12-12 16:25:53,124][demucs.solver][INFO] - Valid Summary | Epoch 430 | Loss=0.5393 | Reco=0.5393 | Nsdr=1.184 | Best=0.5353 | Bname=main
[2024-12-12 16:25:54,411][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:25:54,411][demucs.solver][INFO] - Training...
[2024-12-12 16:26:08,073][demucs.solver][INFO] - Train | Epoch 431 | 1/14 | 0.16 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 0.8765
[2024-12-12 16:26:08,707][demucs.solver][INFO] - Train | Epoch 431 | 2/14 | 0.23 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.1866
[2024-12-12 16:26:09,339][demucs.solver][INFO] - Train | Epoch 431 | 3/14 | 0.30 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.1482
[2024-12-12 16:26:09,968][demucs.solver][INFO] - Train | Epoch 431 | 4/14 | 0.35 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.0726
[2024-12-12 16:26:10,601][demucs.solver][INFO] - Train | Epoch 431 | 5/14 | 0.41 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.9661
[2024-12-12 16:26:11,233][demucs.solver][INFO] - Train | Epoch 431 | 6/14 | 0.46 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 1.0381
[2024-12-12 16:26:11,862][demucs.solver][INFO] - Train | Epoch 431 | 7/14 | 0.50 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.0591
[2024-12-12 16:26:12,494][demucs.solver][INFO] - Train | Epoch 431 | 8/14 | 0.54 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.0624
[2024-12-12 16:26:13,122][demucs.solver][INFO] - Train | Epoch 431 | 9/14 | 0.58 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.0614
[2024-12-12 16:26:13,754][demucs.solver][INFO] - Train | Epoch 431 | 10/14 | 0.61 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.1809
[2024-12-12 16:26:14,385][demucs.solver][INFO] - Train | Epoch 431 | 11/14 | 0.65 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.2067
[2024-12-12 16:26:15,015][demucs.solver][INFO] - Train | Epoch 431 | 12/14 | 0.68 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 1.3159
[2024-12-12 16:26:15,649][demucs.solver][INFO] - Train | Epoch 431 | 13/14 | 0.71 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 1.3758
[2024-12-12 16:26:15,947][demucs.solver][INFO] - Train Summary | Epoch 431 | Loss=0.2499 | Reco=0.2499 | Grad=1.3758
[2024-12-12 16:26:15,948][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:26:15,948][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:26:18,362][demucs.solver][INFO] - Valid | Epoch 431 | 1/20 | 3.34 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.199
[2024-12-12 16:26:18,527][demucs.solver][INFO] - Valid | Epoch 431 | 2/20 | 3.93 it/sec | Loss 0.4506 | Reco 0.4506 | Nsdr 1.067
[2024-12-12 16:26:18,708][demucs.solver][INFO] - Valid | Epoch 431 | 3/20 | 4.23 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.116
[2024-12-12 16:26:18,889][demucs.solver][INFO] - Valid | Epoch 431 | 4/20 | 4.44 it/sec | Loss 0.5131 | Reco 0.5131 | Nsdr 1.130
[2024-12-12 16:26:19,084][demucs.solver][INFO] - Valid | Epoch 431 | 5/20 | 4.54 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.094
[2024-12-12 16:26:19,275][demucs.solver][INFO] - Valid | Epoch 431 | 6/20 | 4.63 it/sec | Loss 0.5208 | Reco 0.5208 | Nsdr 1.105
[2024-12-12 16:26:19,455][demucs.solver][INFO] - Valid | Epoch 431 | 7/20 | 4.73 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.118
[2024-12-12 16:26:19,621][demucs.solver][INFO] - Valid | Epoch 431 | 8/20 | 4.84 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.094
[2024-12-12 16:26:19,803][demucs.solver][INFO] - Valid | Epoch 431 | 9/20 | 4.90 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.096
[2024-12-12 16:26:19,997][demucs.solver][INFO] - Valid | Epoch 431 | 10/20 | 4.92 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.085
[2024-12-12 16:26:20,175][demucs.solver][INFO] - Valid | Epoch 431 | 11/20 | 4.98 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.087
[2024-12-12 16:26:20,354][demucs.solver][INFO] - Valid | Epoch 431 | 12/20 | 5.02 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.073
[2024-12-12 16:26:20,507][demucs.solver][INFO] - Valid | Epoch 431 | 13/20 | 5.10 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.080
[2024-12-12 16:26:20,697][demucs.solver][INFO] - Valid | Epoch 431 | 14/20 | 5.11 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.085
[2024-12-12 16:26:20,874][demucs.solver][INFO] - Valid | Epoch 431 | 15/20 | 5.14 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.090
[2024-12-12 16:26:21,063][demucs.solver][INFO] - Valid | Epoch 431 | 16/20 | 5.15 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.098
[2024-12-12 16:26:21,216][demucs.solver][INFO] - Valid | Epoch 431 | 17/20 | 5.21 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.110
[2024-12-12 16:26:21,380][demucs.solver][INFO] - Valid | Epoch 431 | 18/20 | 5.25 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.091
[2024-12-12 16:26:21,570][demucs.solver][INFO] - Valid | Epoch 431 | 19/20 | 5.25 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.101
[2024-12-12 16:26:21,933][demucs.solver][INFO] - Valid Summary | Epoch 431 | Loss=0.5466 | Reco=0.5466 | Nsdr=1.101 | Best=0.5353 | Bname=main
[2024-12-12 16:26:23,325][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:26:23,326][demucs.solver][INFO] - Training...
[2024-12-12 16:26:32,017][demucs.solver][INFO] - Train | Epoch 432 | 1/14 | 0.29 it/sec | Loss 0.2712 | Reco 0.2712 | Grad 0.5954
[2024-12-12 16:26:32,662][demucs.solver][INFO] - Train | Epoch 432 | 2/14 | 0.40 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 1.0016
[2024-12-12 16:26:33,314][demucs.solver][INFO] - Train | Epoch 432 | 3/14 | 0.49 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.9754
[2024-12-12 16:26:33,963][demucs.solver][INFO] - Train | Epoch 432 | 4/14 | 0.57 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 0.9408
[2024-12-12 16:26:34,606][demucs.solver][INFO] - Train | Epoch 432 | 5/14 | 0.63 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.0222
[2024-12-12 16:26:35,250][demucs.solver][INFO] - Train | Epoch 432 | 6/14 | 0.69 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 0.9851
[2024-12-12 16:26:35,892][demucs.solver][INFO] - Train | Epoch 432 | 7/14 | 0.74 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.9233
[2024-12-12 16:26:36,529][demucs.solver][INFO] - Train | Epoch 432 | 8/14 | 0.79 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.0695
[2024-12-12 16:26:37,163][demucs.solver][INFO] - Train | Epoch 432 | 9/14 | 0.83 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 1.2254
[2024-12-12 16:26:37,796][demucs.solver][INFO] - Train | Epoch 432 | 10/14 | 0.87 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.1462
[2024-12-12 16:26:38,428][demucs.solver][INFO] - Train | Epoch 432 | 11/14 | 0.90 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.1349
[2024-12-12 16:26:39,058][demucs.solver][INFO] - Train | Epoch 432 | 12/14 | 0.93 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.0819
[2024-12-12 16:26:39,691][demucs.solver][INFO] - Train | Epoch 432 | 13/14 | 0.96 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.1517
[2024-12-12 16:26:40,007][demucs.solver][INFO] - Train Summary | Epoch 432 | Loss=0.2492 | Reco=0.2492 | Grad=1.1517
[2024-12-12 16:26:40,007][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:26:40,007][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:26:42,450][demucs.solver][INFO] - Valid | Epoch 432 | 1/20 | 2.52 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.290
[2024-12-12 16:26:42,621][demucs.solver][INFO] - Valid | Epoch 432 | 2/20 | 3.11 it/sec | Loss 0.4446 | Reco 0.4446 | Nsdr 1.134
[2024-12-12 16:26:42,801][demucs.solver][INFO] - Valid | Epoch 432 | 3/20 | 3.50 it/sec | Loss 0.4879 | Reco 0.4879 | Nsdr 1.196
[2024-12-12 16:26:42,980][demucs.solver][INFO] - Valid | Epoch 432 | 4/20 | 3.78 it/sec | Loss 0.5046 | Reco 0.5046 | Nsdr 1.232
[2024-12-12 16:26:43,145][demucs.solver][INFO] - Valid | Epoch 432 | 5/20 | 4.04 it/sec | Loss 0.5269 | Reco 0.5269 | Nsdr 1.212
[2024-12-12 16:26:43,323][demucs.solver][INFO] - Valid | Epoch 432 | 6/20 | 4.20 it/sec | Loss 0.5111 | Reco 0.5111 | Nsdr 1.222
[2024-12-12 16:26:43,502][demucs.solver][INFO] - Valid | Epoch 432 | 7/20 | 4.34 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.240
[2024-12-12 16:26:43,672][demucs.solver][INFO] - Valid | Epoch 432 | 8/20 | 4.47 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.232
[2024-12-12 16:26:43,853][demucs.solver][INFO] - Valid | Epoch 432 | 9/20 | 4.56 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.245
[2024-12-12 16:26:44,045][demucs.solver][INFO] - Valid | Epoch 432 | 10/20 | 4.61 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.227
[2024-12-12 16:26:44,221][demucs.solver][INFO] - Valid | Epoch 432 | 11/20 | 4.68 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.225
[2024-12-12 16:26:44,402][demucs.solver][INFO] - Valid | Epoch 432 | 12/20 | 4.74 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.206
[2024-12-12 16:26:44,581][demucs.solver][INFO] - Valid | Epoch 432 | 13/20 | 4.79 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.209
[2024-12-12 16:26:44,784][demucs.solver][INFO] - Valid | Epoch 432 | 14/20 | 4.80 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.215
[2024-12-12 16:26:44,963][demucs.solver][INFO] - Valid | Epoch 432 | 15/20 | 4.84 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.221
[2024-12-12 16:26:45,143][demucs.solver][INFO] - Valid | Epoch 432 | 16/20 | 4.88 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.228
[2024-12-12 16:26:45,307][demucs.solver][INFO] - Valid | Epoch 432 | 17/20 | 4.93 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.235
[2024-12-12 16:26:45,473][demucs.solver][INFO] - Valid | Epoch 432 | 18/20 | 4.98 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.210
[2024-12-12 16:26:45,637][demucs.solver][INFO] - Valid | Epoch 432 | 19/20 | 5.03 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.223
[2024-12-12 16:26:46,016][demucs.solver][INFO] - Valid Summary | Epoch 432 | Loss=0.5366 | Reco=0.5366 | Nsdr=1.223 | Best=0.5353 | Bname=main
[2024-12-12 16:26:47,504][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:26:47,504][demucs.solver][INFO] - Training...
[2024-12-12 16:26:59,172][demucs.solver][INFO] - Train | Epoch 433 | 1/14 | 0.20 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.3599
[2024-12-12 16:26:59,820][demucs.solver][INFO] - Train | Epoch 433 | 2/14 | 0.29 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 1.0225
[2024-12-12 16:27:00,466][demucs.solver][INFO] - Train | Epoch 433 | 3/14 | 0.36 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.8124
[2024-12-12 16:27:01,112][demucs.solver][INFO] - Train | Epoch 433 | 4/14 | 0.43 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 0.7504
[2024-12-12 16:27:01,759][demucs.solver][INFO] - Train | Epoch 433 | 5/14 | 0.48 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 0.7029
[2024-12-12 16:27:02,413][demucs.solver][INFO] - Train | Epoch 433 | 6/14 | 0.54 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 0.7678
[2024-12-12 16:27:03,147][demucs.solver][INFO] - Train | Epoch 433 | 7/14 | 0.58 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.8819
[2024-12-12 16:27:03,791][demucs.solver][INFO] - Train | Epoch 433 | 8/14 | 0.62 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.8425
[2024-12-12 16:27:04,460][demucs.solver][INFO] - Train | Epoch 433 | 9/14 | 0.66 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.8173
[2024-12-12 16:27:07,472][demucs.solver][INFO] - Train | Epoch 433 | 10/14 | 0.61 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 0.8864
[2024-12-12 16:27:08,144][demucs.solver][INFO] - Train | Epoch 433 | 11/14 | 0.64 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.9541
[2024-12-12 16:27:08,784][demucs.solver][INFO] - Train | Epoch 433 | 12/14 | 0.67 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.8946
[2024-12-12 16:27:09,467][demucs.solver][INFO] - Train | Epoch 433 | 13/14 | 0.70 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.9207
[2024-12-12 16:27:09,766][demucs.solver][INFO] - Train Summary | Epoch 433 | Loss=0.2412 | Reco=0.2412 | Grad=0.9207
[2024-12-12 16:27:09,766][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:27:09,766][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:27:12,169][demucs.solver][INFO] - Valid | Epoch 433 | 1/20 | 2.42 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.208
[2024-12-12 16:27:12,538][demucs.solver][INFO] - Valid | Epoch 433 | 2/20 | 2.51 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.077
[2024-12-12 16:27:12,851][demucs.solver][INFO] - Valid | Epoch 433 | 3/20 | 2.65 it/sec | Loss 0.4945 | Reco 0.4945 | Nsdr 1.133
[2024-12-12 16:27:13,158][demucs.solver][INFO] - Valid | Epoch 433 | 4/20 | 2.75 it/sec | Loss 0.5131 | Reco 0.5131 | Nsdr 1.144
[2024-12-12 16:27:13,465][demucs.solver][INFO] - Valid | Epoch 433 | 5/20 | 2.83 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.099
[2024-12-12 16:27:14,305][demucs.solver][INFO] - Valid | Epoch 433 | 6/20 | 2.36 it/sec | Loss 0.5213 | Reco 0.5213 | Nsdr 1.109
[2024-12-12 16:27:15,148][demucs.solver][INFO] - Valid | Epoch 433 | 7/20 | 2.10 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.120
[2024-12-12 16:27:15,994][demucs.solver][INFO] - Valid | Epoch 433 | 8/20 | 1.93 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.097
[2024-12-12 16:27:16,829][demucs.solver][INFO] - Valid | Epoch 433 | 9/20 | 1.82 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.102
[2024-12-12 16:27:17,485][demucs.solver][INFO] - Valid | Epoch 433 | 10/20 | 1.79 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.091
[2024-12-12 16:27:17,692][demucs.solver][INFO] - Valid | Epoch 433 | 11/20 | 1.89 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.092
[2024-12-12 16:27:17,865][demucs.solver][INFO] - Valid | Epoch 433 | 12/20 | 1.99 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.076
[2024-12-12 16:27:18,019][demucs.solver][INFO] - Valid | Epoch 433 | 13/20 | 2.10 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.082
[2024-12-12 16:27:18,214][demucs.solver][INFO] - Valid | Epoch 433 | 14/20 | 2.18 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.087
[2024-12-12 16:27:18,406][demucs.solver][INFO] - Valid | Epoch 433 | 15/20 | 2.27 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.092
[2024-12-12 16:27:18,583][demucs.solver][INFO] - Valid | Epoch 433 | 16/20 | 2.35 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.100
[2024-12-12 16:27:18,775][demucs.solver][INFO] - Valid | Epoch 433 | 17/20 | 2.42 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.114
[2024-12-12 16:27:18,957][demucs.solver][INFO] - Valid | Epoch 433 | 18/20 | 2.50 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.095
[2024-12-12 16:27:19,134][demucs.solver][INFO] - Valid | Epoch 433 | 19/20 | 2.57 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.105
[2024-12-12 16:27:19,518][demucs.solver][INFO] - Valid Summary | Epoch 433 | Loss=0.5468 | Reco=0.5468 | Nsdr=1.105 | Best=0.5353 | Bname=main
[2024-12-12 16:27:21,048][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:27:21,049][demucs.solver][INFO] - Training...
[2024-12-12 16:27:26,200][demucs.solver][INFO] - Train | Epoch 434 | 1/14 | 0.54 it/sec | Loss 0.2695 | Reco 0.2695 | Grad 1.6149
[2024-12-12 16:27:28,495][demucs.solver][INFO] - Train | Epoch 434 | 2/14 | 0.50 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 1.7618
[2024-12-12 16:27:30,151][demucs.solver][INFO] - Train | Epoch 434 | 3/14 | 0.52 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 1.4867
[2024-12-12 16:27:30,790][demucs.solver][INFO] - Train | Epoch 434 | 4/14 | 0.61 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 1.7774
[2024-12-12 16:27:31,434][demucs.solver][INFO] - Train | Epoch 434 | 5/14 | 0.67 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.6244
[2024-12-12 16:27:32,076][demucs.solver][INFO] - Train | Epoch 434 | 6/14 | 0.73 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.4332
[2024-12-12 16:27:32,717][demucs.solver][INFO] - Train | Epoch 434 | 7/14 | 0.79 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.5262
[2024-12-12 16:27:33,361][demucs.solver][INFO] - Train | Epoch 434 | 8/14 | 0.83 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 1.4228
[2024-12-12 16:27:34,010][demucs.solver][INFO] - Train | Epoch 434 | 9/14 | 0.87 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.4524
[2024-12-12 16:27:34,650][demucs.solver][INFO] - Train | Epoch 434 | 10/14 | 0.91 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.3564
[2024-12-12 16:27:35,282][demucs.solver][INFO] - Train | Epoch 434 | 11/14 | 0.94 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.3601
[2024-12-12 16:27:35,912][demucs.solver][INFO] - Train | Epoch 434 | 12/14 | 0.97 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 1.5112
[2024-12-12 16:27:36,544][demucs.solver][INFO] - Train | Epoch 434 | 13/14 | 1.00 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 1.5253
[2024-12-12 16:27:36,854][demucs.solver][INFO] - Train Summary | Epoch 434 | Loss=0.2534 | Reco=0.2534 | Grad=1.5253
[2024-12-12 16:27:36,854][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:27:36,854][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:27:39,417][demucs.solver][INFO] - Valid | Epoch 434 | 1/20 | 2.14 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.292
[2024-12-12 16:27:39,600][demucs.solver][INFO] - Valid | Epoch 434 | 2/20 | 2.69 it/sec | Loss 0.4447 | Reco 0.4447 | Nsdr 1.137
[2024-12-12 16:27:39,754][demucs.solver][INFO] - Valid | Epoch 434 | 3/20 | 3.15 it/sec | Loss 0.4885 | Reco 0.4885 | Nsdr 1.194
[2024-12-12 16:27:39,934][demucs.solver][INFO] - Valid | Epoch 434 | 4/20 | 3.45 it/sec | Loss 0.5056 | Reco 0.5056 | Nsdr 1.223
[2024-12-12 16:27:40,102][demucs.solver][INFO] - Valid | Epoch 434 | 5/20 | 3.71 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 1.195
[2024-12-12 16:27:40,286][demucs.solver][INFO] - Valid | Epoch 434 | 6/20 | 3.88 it/sec | Loss 0.5127 | Reco 0.5127 | Nsdr 1.204
[2024-12-12 16:27:40,469][demucs.solver][INFO] - Valid | Epoch 434 | 7/20 | 4.03 it/sec | Loss 0.5326 | Reco 0.5326 | Nsdr 1.222
[2024-12-12 16:27:40,624][demucs.solver][INFO] - Valid | Epoch 434 | 8/20 | 4.21 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.206
[2024-12-12 16:27:40,804][demucs.solver][INFO] - Valid | Epoch 434 | 9/20 | 4.31 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.217
[2024-12-12 16:27:40,957][demucs.solver][INFO] - Valid | Epoch 434 | 10/20 | 4.45 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.199
[2024-12-12 16:27:41,134][demucs.solver][INFO] - Valid | Epoch 434 | 11/20 | 4.53 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.198
[2024-12-12 16:27:41,312][demucs.solver][INFO] - Valid | Epoch 434 | 12/20 | 4.60 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.179
[2024-12-12 16:27:41,492][demucs.solver][INFO] - Valid | Epoch 434 | 13/20 | 4.65 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.183
[2024-12-12 16:27:41,684][demucs.solver][INFO] - Valid | Epoch 434 | 14/20 | 4.69 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.189
[2024-12-12 16:27:41,866][demucs.solver][INFO] - Valid | Epoch 434 | 15/20 | 4.73 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.197
[2024-12-12 16:27:42,059][demucs.solver][INFO] - Valid | Epoch 434 | 16/20 | 4.76 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.204
[2024-12-12 16:27:42,238][demucs.solver][INFO] - Valid | Epoch 434 | 17/20 | 4.79 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.213
[2024-12-12 16:27:42,417][demucs.solver][INFO] - Valid | Epoch 434 | 18/20 | 4.83 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.190
[2024-12-12 16:27:42,597][demucs.solver][INFO] - Valid | Epoch 434 | 19/20 | 4.86 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.202
[2024-12-12 16:27:42,978][demucs.solver][INFO] - Valid Summary | Epoch 434 | Loss=0.5382 | Reco=0.5382 | Nsdr=1.202 | Best=0.5353 | Bname=main
[2024-12-12 16:27:44,377][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:27:44,377][demucs.solver][INFO] - Training...
[2024-12-12 16:27:51,002][demucs.solver][INFO] - Train | Epoch 435 | 1/14 | 0.39 it/sec | Loss 0.2231 | Reco 0.2231 | Grad 1.2605
[2024-12-12 16:27:52,010][demucs.solver][INFO] - Train | Epoch 435 | 2/14 | 0.49 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 0.9133
[2024-12-12 16:27:53,400][demucs.solver][INFO] - Train | Epoch 435 | 3/14 | 0.54 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 0.8604
[2024-12-12 16:27:54,710][demucs.solver][INFO] - Train | Epoch 435 | 4/14 | 0.57 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 0.7811
[2024-12-12 16:27:55,941][demucs.solver][INFO] - Train | Epoch 435 | 5/14 | 0.60 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.7764
[2024-12-12 16:27:56,893][demucs.solver][INFO] - Train | Epoch 435 | 6/14 | 0.64 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 0.7974
[2024-12-12 16:27:57,537][demucs.solver][INFO] - Train | Epoch 435 | 7/14 | 0.69 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 0.7374
[2024-12-12 16:27:58,179][demucs.solver][INFO] - Train | Epoch 435 | 8/14 | 0.73 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.8825
[2024-12-12 16:27:58,818][demucs.solver][INFO] - Train | Epoch 435 | 9/14 | 0.78 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 0.8679
[2024-12-12 16:27:59,480][demucs.solver][INFO] - Train | Epoch 435 | 10/14 | 0.81 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 0.8752
[2024-12-12 16:28:00,132][demucs.solver][INFO] - Train | Epoch 435 | 11/14 | 0.84 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.8556
[2024-12-12 16:28:00,781][demucs.solver][INFO] - Train | Epoch 435 | 12/14 | 0.88 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 0.8363
[2024-12-12 16:28:01,416][demucs.solver][INFO] - Train | Epoch 435 | 13/14 | 0.90 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.8337
[2024-12-12 16:28:01,736][demucs.solver][INFO] - Train Summary | Epoch 435 | Loss=0.2478 | Reco=0.2478 | Grad=0.8337
[2024-12-12 16:28:01,736][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:28:01,736][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:28:04,116][demucs.solver][INFO] - Valid | Epoch 435 | 1/20 | 2.14 it/sec | Loss 0.5752 | Reco 0.5752 | Nsdr 1.240
[2024-12-12 16:28:04,444][demucs.solver][INFO] - Valid | Epoch 435 | 2/20 | 2.38 it/sec | Loss 0.4489 | Reco 0.4489 | Nsdr 1.102
[2024-12-12 16:28:04,793][demucs.solver][INFO] - Valid | Epoch 435 | 3/20 | 2.48 it/sec | Loss 0.4932 | Reco 0.4932 | Nsdr 1.156
[2024-12-12 16:28:05,181][demucs.solver][INFO] - Valid | Epoch 435 | 4/20 | 2.50 it/sec | Loss 0.5113 | Reco 0.5113 | Nsdr 1.176
[2024-12-12 16:28:05,516][demucs.solver][INFO] - Valid | Epoch 435 | 5/20 | 2.57 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.137
[2024-12-12 16:28:05,696][demucs.solver][INFO] - Valid | Epoch 435 | 6/20 | 2.79 it/sec | Loss 0.5188 | Reco 0.5188 | Nsdr 1.148
[2024-12-12 16:28:05,899][demucs.solver][INFO] - Valid | Epoch 435 | 7/20 | 2.94 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.165
[2024-12-12 16:28:06,079][demucs.solver][INFO] - Valid | Epoch 435 | 8/20 | 3.11 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.139
[2024-12-12 16:28:06,274][demucs.solver][INFO] - Valid | Epoch 435 | 9/20 | 3.23 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.149
[2024-12-12 16:28:06,454][demucs.solver][INFO] - Valid | Epoch 435 | 10/20 | 3.36 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.136
[2024-12-12 16:28:06,634][demucs.solver][INFO] - Valid | Epoch 435 | 11/20 | 3.48 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.136
[2024-12-12 16:28:06,827][demucs.solver][INFO] - Valid | Epoch 435 | 12/20 | 3.57 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.119
[2024-12-12 16:28:07,022][demucs.solver][INFO] - Valid | Epoch 435 | 13/20 | 3.65 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.124
[2024-12-12 16:28:07,202][demucs.solver][INFO] - Valid | Epoch 435 | 14/20 | 3.73 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.130
[2024-12-12 16:28:07,384][demucs.solver][INFO] - Valid | Epoch 435 | 15/20 | 3.81 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.136
[2024-12-12 16:28:07,560][demucs.solver][INFO] - Valid | Epoch 435 | 16/20 | 3.88 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.143
[2024-12-12 16:28:07,727][demucs.solver][INFO] - Valid | Epoch 435 | 17/20 | 3.96 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.155
[2024-12-12 16:28:07,917][demucs.solver][INFO] - Valid | Epoch 435 | 18/20 | 4.01 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.135
[2024-12-12 16:28:08,095][demucs.solver][INFO] - Valid | Epoch 435 | 19/20 | 4.07 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.146
[2024-12-12 16:28:08,450][demucs.solver][INFO] - Valid Summary | Epoch 435 | Loss=0.5443 | Reco=0.5443 | Nsdr=1.146 | Best=0.5353 | Bname=main
[2024-12-12 16:28:09,851][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:28:09,851][demucs.solver][INFO] - Training...
[2024-12-12 16:28:19,602][demucs.solver][INFO] - Train | Epoch 436 | 1/14 | 0.24 it/sec | Loss 0.2313 | Reco 0.2313 | Grad 0.5367
[2024-12-12 16:28:20,252][demucs.solver][INFO] - Train | Epoch 436 | 2/14 | 0.34 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 0.5197
[2024-12-12 16:28:21,000][demucs.solver][INFO] - Train | Epoch 436 | 3/14 | 0.42 it/sec | Loss 0.2299 | Reco 0.2299 | Grad 0.5398
[2024-12-12 16:28:21,644][demucs.solver][INFO] - Train | Epoch 436 | 4/14 | 0.49 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 0.6568
[2024-12-12 16:28:22,291][demucs.solver][INFO] - Train | Epoch 436 | 5/14 | 0.55 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 0.6040
[2024-12-12 16:28:22,933][demucs.solver][INFO] - Train | Epoch 436 | 6/14 | 0.61 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 0.6677
[2024-12-12 16:28:23,574][demucs.solver][INFO] - Train | Epoch 436 | 7/14 | 0.66 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 0.8482
[2024-12-12 16:28:24,218][demucs.solver][INFO] - Train | Epoch 436 | 8/14 | 0.70 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 0.8530
[2024-12-12 16:28:24,859][demucs.solver][INFO] - Train | Epoch 436 | 9/14 | 0.74 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.0649
[2024-12-12 16:28:25,501][demucs.solver][INFO] - Train | Epoch 436 | 10/14 | 0.78 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.0920
[2024-12-12 16:28:26,137][demucs.solver][INFO] - Train | Epoch 436 | 11/14 | 0.81 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.1134
[2024-12-12 16:28:26,769][demucs.solver][INFO] - Train | Epoch 436 | 12/14 | 0.85 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.1104
[2024-12-12 16:28:27,403][demucs.solver][INFO] - Train | Epoch 436 | 13/14 | 0.88 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 1.2062
[2024-12-12 16:28:27,701][demucs.solver][INFO] - Train Summary | Epoch 436 | Loss=0.2449 | Reco=0.2449 | Grad=1.2062
[2024-12-12 16:28:27,702][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:28:27,702][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:28:29,888][demucs.solver][INFO] - Valid | Epoch 436 | 1/20 | 3.46 it/sec | Loss 0.5801 | Reco 0.5801 | Nsdr 1.157
[2024-12-12 16:28:30,109][demucs.solver][INFO] - Valid | Epoch 436 | 2/20 | 3.75 it/sec | Loss 0.4522 | Reco 0.4522 | Nsdr 1.051
[2024-12-12 16:28:30,277][demucs.solver][INFO] - Valid | Epoch 436 | 3/20 | 4.13 it/sec | Loss 0.4968 | Reco 0.4968 | Nsdr 1.090
[2024-12-12 16:28:30,541][demucs.solver][INFO] - Valid | Epoch 436 | 4/20 | 4.06 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.093
[2024-12-12 16:28:30,767][demucs.solver][INFO] - Valid | Epoch 436 | 5/20 | 4.12 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.049
[2024-12-12 16:28:30,982][demucs.solver][INFO] - Valid | Epoch 436 | 6/20 | 4.19 it/sec | Loss 0.5240 | Reco 0.5240 | Nsdr 1.063
[2024-12-12 16:28:31,165][demucs.solver][INFO] - Valid | Epoch 436 | 7/20 | 4.31 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.070
[2024-12-12 16:28:31,419][demucs.solver][INFO] - Valid | Epoch 436 | 8/20 | 4.27 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.043
[2024-12-12 16:28:31,595][demucs.solver][INFO] - Valid | Epoch 436 | 9/20 | 4.38 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.045
[2024-12-12 16:28:31,973][demucs.solver][INFO] - Valid | Epoch 436 | 10/20 | 4.13 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.040
[2024-12-12 16:28:32,138][demucs.solver][INFO] - Valid | Epoch 436 | 11/20 | 4.24 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.043
[2024-12-12 16:28:32,317][demucs.solver][INFO] - Valid | Epoch 436 | 12/20 | 4.32 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.030
[2024-12-12 16:28:32,483][demucs.solver][INFO] - Valid | Epoch 436 | 13/20 | 4.41 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.036
[2024-12-12 16:28:32,652][demucs.solver][INFO] - Valid | Epoch 436 | 14/20 | 4.49 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.040
[2024-12-12 16:28:32,831][demucs.solver][INFO] - Valid | Epoch 436 | 15/20 | 4.54 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.045
[2024-12-12 16:28:33,000][demucs.solver][INFO] - Valid | Epoch 436 | 16/20 | 4.61 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.053
[2024-12-12 16:28:33,177][demucs.solver][INFO] - Valid | Epoch 436 | 17/20 | 4.65 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.064
[2024-12-12 16:28:33,342][demucs.solver][INFO] - Valid | Epoch 436 | 18/20 | 4.71 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.050
[2024-12-12 16:28:33,521][demucs.solver][INFO] - Valid | Epoch 436 | 19/20 | 4.75 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.057
[2024-12-12 16:28:33,898][demucs.solver][INFO] - Valid Summary | Epoch 436 | Loss=0.5504 | Reco=0.5504 | Nsdr=1.057 | Best=0.5353 | Bname=main
[2024-12-12 16:28:35,288][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:28:35,288][demucs.solver][INFO] - Training...
[2024-12-12 16:28:43,191][demucs.solver][INFO] - Train | Epoch 437 | 1/14 | 0.31 it/sec | Loss 0.2730 | Reco 0.2730 | Grad 1.1534
[2024-12-12 16:28:44,831][demucs.solver][INFO] - Train | Epoch 437 | 2/14 | 0.37 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 1.5804
[2024-12-12 16:28:45,476][demucs.solver][INFO] - Train | Epoch 437 | 3/14 | 0.46 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 1.8224
[2024-12-12 16:28:46,117][demucs.solver][INFO] - Train | Epoch 437 | 4/14 | 0.54 it/sec | Loss 0.2678 | Reco 0.2678 | Grad 2.0921
[2024-12-12 16:28:46,757][demucs.solver][INFO] - Train | Epoch 437 | 5/14 | 0.60 it/sec | Loss 0.2660 | Reco 0.2660 | Grad 1.8873
[2024-12-12 16:28:47,399][demucs.solver][INFO] - Train | Epoch 437 | 6/14 | 0.66 it/sec | Loss 0.2635 | Reco 0.2635 | Grad 1.6965
[2024-12-12 16:28:48,040][demucs.solver][INFO] - Train | Epoch 437 | 7/14 | 0.71 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 1.6688
[2024-12-12 16:28:48,675][demucs.solver][INFO] - Train | Epoch 437 | 8/14 | 0.76 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 1.6163
[2024-12-12 16:28:49,306][demucs.solver][INFO] - Train | Epoch 437 | 9/14 | 0.80 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 1.5575
[2024-12-12 16:28:49,938][demucs.solver][INFO] - Train | Epoch 437 | 10/14 | 0.84 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 1.6257
[2024-12-12 16:28:50,568][demucs.solver][INFO] - Train | Epoch 437 | 11/14 | 0.87 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 1.5978
[2024-12-12 16:28:51,201][demucs.solver][INFO] - Train | Epoch 437 | 12/14 | 0.90 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 1.5664
[2024-12-12 16:28:51,830][demucs.solver][INFO] - Train | Epoch 437 | 13/14 | 0.93 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.4783
[2024-12-12 16:28:52,136][demucs.solver][INFO] - Train Summary | Epoch 437 | Loss=0.2495 | Reco=0.2495 | Grad=1.4783
[2024-12-12 16:28:52,137][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:28:52,137][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:28:54,303][demucs.solver][INFO] - Valid | Epoch 437 | 1/20 | 3.05 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.246
[2024-12-12 16:28:54,472][demucs.solver][INFO] - Valid | Epoch 437 | 2/20 | 3.64 it/sec | Loss 0.4462 | Reco 0.4462 | Nsdr 1.103
[2024-12-12 16:28:54,655][demucs.solver][INFO] - Valid | Epoch 437 | 3/20 | 3.97 it/sec | Loss 0.4918 | Reco 0.4918 | Nsdr 1.136
[2024-12-12 16:28:54,837][demucs.solver][INFO] - Valid | Epoch 437 | 4/20 | 4.20 it/sec | Loss 0.5089 | Reco 0.5089 | Nsdr 1.171
[2024-12-12 16:28:55,018][demucs.solver][INFO] - Valid | Epoch 437 | 5/20 | 4.38 it/sec | Loss 0.5297 | Reco 0.5297 | Nsdr 1.167
[2024-12-12 16:28:55,213][demucs.solver][INFO] - Valid | Epoch 437 | 6/20 | 4.47 it/sec | Loss 0.5135 | Reco 0.5135 | Nsdr 1.190
[2024-12-12 16:28:55,396][demucs.solver][INFO] - Valid | Epoch 437 | 7/20 | 4.57 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.200
[2024-12-12 16:28:55,565][demucs.solver][INFO] - Valid | Epoch 437 | 8/20 | 4.69 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.200
[2024-12-12 16:28:55,763][demucs.solver][INFO] - Valid | Epoch 437 | 9/20 | 4.73 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.211
[2024-12-12 16:28:55,961][demucs.solver][INFO] - Valid | Epoch 437 | 10/20 | 4.75 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.195
[2024-12-12 16:28:56,143][demucs.solver][INFO] - Valid | Epoch 437 | 11/20 | 4.81 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.195
[2024-12-12 16:28:56,312][demucs.solver][INFO] - Valid | Epoch 437 | 12/20 | 4.88 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.179
[2024-12-12 16:28:56,483][demucs.solver][INFO] - Valid | Epoch 437 | 13/20 | 4.94 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.186
[2024-12-12 16:28:56,666][demucs.solver][INFO] - Valid | Epoch 437 | 14/20 | 4.97 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.191
[2024-12-12 16:28:56,846][demucs.solver][INFO] - Valid | Epoch 437 | 15/20 | 5.00 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.197
[2024-12-12 16:28:57,026][demucs.solver][INFO] - Valid | Epoch 437 | 16/20 | 5.03 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.205
[2024-12-12 16:28:57,221][demucs.solver][INFO] - Valid | Epoch 437 | 17/20 | 5.04 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.203
[2024-12-12 16:28:57,400][demucs.solver][INFO] - Valid | Epoch 437 | 18/20 | 5.06 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.180
[2024-12-12 16:28:57,595][demucs.solver][INFO] - Valid | Epoch 437 | 19/20 | 5.07 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.189
[2024-12-12 16:28:57,933][demucs.solver][INFO] - Valid Summary | Epoch 437 | Loss=0.5390 | Reco=0.5390 | Nsdr=1.189 | Best=0.5353 | Bname=main
[2024-12-12 16:28:59,520][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:28:59,520][demucs.solver][INFO] - Training...
[2024-12-12 16:29:10,709][demucs.solver][INFO] - Train | Epoch 438 | 1/14 | 0.21 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.4380
[2024-12-12 16:29:11,355][demucs.solver][INFO] - Train | Epoch 438 | 2/14 | 0.29 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 1.3251
[2024-12-12 16:29:11,992][demucs.solver][INFO] - Train | Epoch 438 | 3/14 | 0.37 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.4139
[2024-12-12 16:29:12,629][demucs.solver][INFO] - Train | Epoch 438 | 4/14 | 0.43 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.2429
[2024-12-12 16:29:13,266][demucs.solver][INFO] - Train | Epoch 438 | 5/14 | 0.49 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 1.0871
[2024-12-12 16:29:13,909][demucs.solver][INFO] - Train | Epoch 438 | 6/14 | 0.55 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 0.9570
[2024-12-12 16:29:14,552][demucs.solver][INFO] - Train | Epoch 438 | 7/14 | 0.59 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.9076
[2024-12-12 16:29:15,188][demucs.solver][INFO] - Train | Epoch 438 | 8/14 | 0.64 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.9045
[2024-12-12 16:29:15,833][demucs.solver][INFO] - Train | Epoch 438 | 9/14 | 0.68 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.9318
[2024-12-12 16:29:16,466][demucs.solver][INFO] - Train | Epoch 438 | 10/14 | 0.71 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 0.9156
[2024-12-12 16:29:17,099][demucs.solver][INFO] - Train | Epoch 438 | 11/14 | 0.75 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.8878
[2024-12-12 16:29:17,731][demucs.solver][INFO] - Train | Epoch 438 | 12/14 | 0.78 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.9015
[2024-12-12 16:29:18,364][demucs.solver][INFO] - Train | Epoch 438 | 13/14 | 0.81 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.9486
[2024-12-12 16:29:18,671][demucs.solver][INFO] - Train Summary | Epoch 438 | Loss=0.2436 | Reco=0.2436 | Grad=0.9486
[2024-12-12 16:29:18,671][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:29:18,671][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:29:20,729][demucs.solver][INFO] - Valid | Epoch 438 | 1/20 | 3.73 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.304
[2024-12-12 16:29:20,910][demucs.solver][INFO] - Valid | Epoch 438 | 2/20 | 4.19 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.137
[2024-12-12 16:29:21,079][demucs.solver][INFO] - Valid | Epoch 438 | 3/20 | 4.52 it/sec | Loss 0.4905 | Reco 0.4905 | Nsdr 1.210
[2024-12-12 16:29:21,288][demucs.solver][INFO] - Valid | Epoch 438 | 4/20 | 4.57 it/sec | Loss 0.5073 | Reco 0.5073 | Nsdr 1.250
[2024-12-12 16:29:21,444][demucs.solver][INFO] - Valid | Epoch 438 | 5/20 | 4.80 it/sec | Loss 0.5279 | Reco 0.5279 | Nsdr 1.238
[2024-12-12 16:29:21,612][demucs.solver][INFO] - Valid | Epoch 438 | 6/20 | 4.94 it/sec | Loss 0.5118 | Reco 0.5118 | Nsdr 1.252
[2024-12-12 16:29:21,800][demucs.solver][INFO] - Valid | Epoch 438 | 7/20 | 4.98 it/sec | Loss 0.5320 | Reco 0.5320 | Nsdr 1.271
[2024-12-12 16:29:21,979][demucs.solver][INFO] - Valid | Epoch 438 | 8/20 | 5.04 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.264
[2024-12-12 16:29:22,148][demucs.solver][INFO] - Valid | Epoch 438 | 9/20 | 5.12 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.278
[2024-12-12 16:29:22,315][demucs.solver][INFO] - Valid | Epoch 438 | 10/20 | 5.18 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.260
[2024-12-12 16:29:22,508][demucs.solver][INFO] - Valid | Epoch 438 | 11/20 | 5.18 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.256
[2024-12-12 16:29:22,685][demucs.solver][INFO] - Valid | Epoch 438 | 12/20 | 5.22 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.234
[2024-12-12 16:29:22,874][demucs.solver][INFO] - Valid | Epoch 438 | 13/20 | 5.22 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.236
[2024-12-12 16:29:23,067][demucs.solver][INFO] - Valid | Epoch 438 | 14/20 | 5.22 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.242
[2024-12-12 16:29:23,236][demucs.solver][INFO] - Valid | Epoch 438 | 15/20 | 5.26 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.248
[2024-12-12 16:29:23,403][demucs.solver][INFO] - Valid | Epoch 438 | 16/20 | 5.30 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.254
[2024-12-12 16:29:23,568][demucs.solver][INFO] - Valid | Epoch 438 | 17/20 | 5.33 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.264
[2024-12-12 16:29:23,720][demucs.solver][INFO] - Valid | Epoch 438 | 18/20 | 5.39 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.237
[2024-12-12 16:29:23,886][demucs.solver][INFO] - Valid | Epoch 438 | 19/20 | 5.42 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.250
[2024-12-12 16:29:24,224][demucs.solver][INFO] - Valid Summary | Epoch 438 | Loss=0.5371 | Reco=0.5371 | Nsdr=1.250 | Best=0.5353 | Bname=main
[2024-12-12 16:29:25,728][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:29:25,728][demucs.solver][INFO] - Training...
[2024-12-12 16:29:36,746][demucs.solver][INFO] - Train | Epoch 439 | 1/14 | 0.21 it/sec | Loss 0.2243 | Reco 0.2243 | Grad 0.9519
[2024-12-12 16:29:37,387][demucs.solver][INFO] - Train | Epoch 439 | 2/14 | 0.30 it/sec | Loss 0.2237 | Reco 0.2237 | Grad 1.0237
[2024-12-12 16:29:38,030][demucs.solver][INFO] - Train | Epoch 439 | 3/14 | 0.38 it/sec | Loss 0.2248 | Reco 0.2248 | Grad 0.9263
[2024-12-12 16:29:38,671][demucs.solver][INFO] - Train | Epoch 439 | 4/14 | 0.44 it/sec | Loss 0.2188 | Reco 0.2188 | Grad 0.7674
[2024-12-12 16:29:39,311][demucs.solver][INFO] - Train | Epoch 439 | 5/14 | 0.50 it/sec | Loss 0.2214 | Reco 0.2214 | Grad 0.7403
[2024-12-12 16:29:39,953][demucs.solver][INFO] - Train | Epoch 439 | 6/14 | 0.56 it/sec | Loss 0.2265 | Reco 0.2265 | Grad 0.7354
[2024-12-12 16:29:40,594][demucs.solver][INFO] - Train | Epoch 439 | 7/14 | 0.61 it/sec | Loss 0.2301 | Reco 0.2301 | Grad 0.7556
[2024-12-12 16:29:41,238][demucs.solver][INFO] - Train | Epoch 439 | 8/14 | 0.65 it/sec | Loss 0.2296 | Reco 0.2296 | Grad 0.7176
[2024-12-12 16:29:41,884][demucs.solver][INFO] - Train | Epoch 439 | 9/14 | 0.69 it/sec | Loss 0.2295 | Reco 0.2295 | Grad 0.6905
[2024-12-12 16:29:42,531][demucs.solver][INFO] - Train | Epoch 439 | 10/14 | 0.73 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 0.7094
[2024-12-12 16:29:44,211][demucs.solver][INFO] - Train | Epoch 439 | 11/14 | 0.71 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 0.6974
[2024-12-12 16:29:44,843][demucs.solver][INFO] - Train | Epoch 439 | 12/14 | 0.75 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 0.6808
[2024-12-12 16:29:45,472][demucs.solver][INFO] - Train | Epoch 439 | 13/14 | 0.78 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.8113
[2024-12-12 16:29:45,770][demucs.solver][INFO] - Train Summary | Epoch 439 | Loss=0.2394 | Reco=0.2394 | Grad=0.8113
[2024-12-12 16:29:45,770][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:29:45,770][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:29:47,963][demucs.solver][INFO] - Valid | Epoch 439 | 1/20 | 3.38 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.234
[2024-12-12 16:29:48,146][demucs.solver][INFO] - Valid | Epoch 439 | 2/20 | 3.88 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.099
[2024-12-12 16:29:48,338][demucs.solver][INFO] - Valid | Epoch 439 | 3/20 | 4.14 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.150
[2024-12-12 16:29:48,505][demucs.solver][INFO] - Valid | Epoch 439 | 4/20 | 4.41 it/sec | Loss 0.5133 | Reco 0.5133 | Nsdr 1.164
[2024-12-12 16:29:48,686][demucs.solver][INFO] - Valid | Epoch 439 | 5/20 | 4.56 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.127
[2024-12-12 16:29:48,867][demucs.solver][INFO] - Valid | Epoch 439 | 6/20 | 4.68 it/sec | Loss 0.5205 | Reco 0.5205 | Nsdr 1.139
[2024-12-12 16:29:49,060][demucs.solver][INFO] - Valid | Epoch 439 | 7/20 | 4.74 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.150
[2024-12-12 16:29:49,253][demucs.solver][INFO] - Valid | Epoch 439 | 8/20 | 4.78 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.129
[2024-12-12 16:29:49,422][demucs.solver][INFO] - Valid | Epoch 439 | 9/20 | 4.88 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.133
[2024-12-12 16:29:49,601][demucs.solver][INFO] - Valid | Epoch 439 | 10/20 | 4.93 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.125
[2024-12-12 16:29:49,779][demucs.solver][INFO] - Valid | Epoch 439 | 11/20 | 4.99 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.125
[2024-12-12 16:29:49,956][demucs.solver][INFO] - Valid | Epoch 439 | 12/20 | 5.03 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.108
[2024-12-12 16:29:50,135][demucs.solver][INFO] - Valid | Epoch 439 | 13/20 | 5.07 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.112
[2024-12-12 16:29:50,312][demucs.solver][INFO] - Valid | Epoch 439 | 14/20 | 5.10 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.117
[2024-12-12 16:29:50,504][demucs.solver][INFO] - Valid | Epoch 439 | 15/20 | 5.11 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.122
[2024-12-12 16:29:50,682][demucs.solver][INFO] - Valid | Epoch 439 | 16/20 | 5.14 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.129
[2024-12-12 16:29:50,862][demucs.solver][INFO] - Valid | Epoch 439 | 17/20 | 5.16 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.143
[2024-12-12 16:29:51,056][demucs.solver][INFO] - Valid | Epoch 439 | 18/20 | 5.16 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.125
[2024-12-12 16:29:51,223][demucs.solver][INFO] - Valid | Epoch 439 | 19/20 | 5.19 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.133
[2024-12-12 16:29:51,576][demucs.solver][INFO] - Valid Summary | Epoch 439 | Loss=0.5461 | Reco=0.5461 | Nsdr=1.133 | Best=0.5353 | Bname=main
[2024-12-12 16:29:53,090][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:29:53,091][demucs.solver][INFO] - Training...
[2024-12-12 16:30:00,667][demucs.solver][INFO] - Train | Epoch 440 | 1/14 | 0.33 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 0.6231
[2024-12-12 16:30:01,303][demucs.solver][INFO] - Train | Epoch 440 | 2/14 | 0.45 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 1.4242
[2024-12-12 16:30:01,941][demucs.solver][INFO] - Train | Epoch 440 | 3/14 | 0.55 it/sec | Loss 0.2685 | Reco 0.2685 | Grad 1.2542
[2024-12-12 16:30:02,578][demucs.solver][INFO] - Train | Epoch 440 | 4/14 | 0.63 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 1.2379
[2024-12-12 16:30:03,205][demucs.solver][INFO] - Train | Epoch 440 | 5/14 | 0.70 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 1.1092
[2024-12-12 16:30:03,834][demucs.solver][INFO] - Train | Epoch 440 | 6/14 | 0.77 it/sec | Loss 0.2623 | Reco 0.2623 | Grad 0.9812
[2024-12-12 16:30:04,464][demucs.solver][INFO] - Train | Epoch 440 | 7/14 | 0.82 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 1.0695
[2024-12-12 16:30:05,094][demucs.solver][INFO] - Train | Epoch 440 | 8/14 | 0.87 it/sec | Loss 0.2624 | Reco 0.2624 | Grad 1.1276
[2024-12-12 16:30:05,725][demucs.solver][INFO] - Train | Epoch 440 | 9/14 | 0.91 it/sec | Loss 0.2632 | Reco 0.2632 | Grad 1.2101
[2024-12-12 16:30:06,351][demucs.solver][INFO] - Train | Epoch 440 | 10/14 | 0.94 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 1.1874
[2024-12-12 16:30:06,981][demucs.solver][INFO] - Train | Epoch 440 | 11/14 | 0.98 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 1.1115
[2024-12-12 16:30:07,611][demucs.solver][INFO] - Train | Epoch 440 | 12/14 | 1.01 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 1.0735
[2024-12-12 16:30:08,241][demucs.solver][INFO] - Train | Epoch 440 | 13/14 | 1.03 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 1.0798
[2024-12-12 16:30:08,525][demucs.solver][INFO] - Train Summary | Epoch 440 | Loss=0.2556 | Reco=0.2556 | Grad=1.0798
[2024-12-12 16:30:08,526][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:30:08,526][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:30:10,834][demucs.solver][INFO] - Valid | Epoch 440 | 1/20 | 3.23 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.212
[2024-12-12 16:30:11,017][demucs.solver][INFO] - Valid | Epoch 440 | 2/20 | 3.74 it/sec | Loss 0.4506 | Reco 0.4506 | Nsdr 1.089
[2024-12-12 16:30:11,210][demucs.solver][INFO] - Valid | Epoch 440 | 3/20 | 4.02 it/sec | Loss 0.4951 | Reco 0.4951 | Nsdr 1.143
[2024-12-12 16:30:11,378][demucs.solver][INFO] - Valid | Epoch 440 | 4/20 | 4.30 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.150
[2024-12-12 16:30:11,571][demucs.solver][INFO] - Valid | Epoch 440 | 5/20 | 4.43 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.104
[2024-12-12 16:30:11,762][demucs.solver][INFO] - Valid | Epoch 440 | 6/20 | 4.53 it/sec | Loss 0.5220 | Reco 0.5220 | Nsdr 1.119
[2024-12-12 16:30:11,952][demucs.solver][INFO] - Valid | Epoch 440 | 7/20 | 4.61 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.129
[2024-12-12 16:30:12,129][demucs.solver][INFO] - Valid | Epoch 440 | 8/20 | 4.70 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.102
[2024-12-12 16:30:12,296][demucs.solver][INFO] - Valid | Epoch 440 | 9/20 | 4.81 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.108
[2024-12-12 16:30:12,450][demucs.solver][INFO] - Valid | Epoch 440 | 10/20 | 4.92 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.103
[2024-12-12 16:30:12,616][demucs.solver][INFO] - Valid | Epoch 440 | 11/20 | 5.00 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.103
[2024-12-12 16:30:12,797][demucs.solver][INFO] - Valid | Epoch 440 | 12/20 | 5.04 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.086
[2024-12-12 16:30:12,975][demucs.solver][INFO] - Valid | Epoch 440 | 13/20 | 5.07 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.090
[2024-12-12 16:30:13,153][demucs.solver][INFO] - Valid | Epoch 440 | 14/20 | 5.10 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.095
[2024-12-12 16:30:13,347][demucs.solver][INFO] - Valid | Epoch 440 | 15/20 | 5.11 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.099
[2024-12-12 16:30:13,528][demucs.solver][INFO] - Valid | Epoch 440 | 16/20 | 5.13 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.107
[2024-12-12 16:30:13,722][demucs.solver][INFO] - Valid | Epoch 440 | 17/20 | 5.13 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.121
[2024-12-12 16:30:13,900][demucs.solver][INFO] - Valid | Epoch 440 | 18/20 | 5.16 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.104
[2024-12-12 16:30:14,079][demucs.solver][INFO] - Valid | Epoch 440 | 19/20 | 5.18 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.114
[2024-12-12 16:30:14,453][demucs.solver][INFO] - Valid Summary | Epoch 440 | Loss=0.5475 | Reco=0.5475 | Nsdr=1.114 | Best=0.5353 | Bname=main
[2024-12-12 16:30:14,454][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:30:14,454][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 16:30:27,966][demucs.evaluate][INFO] - Eval | 1/20 | 0.29 it/sec
[2024-12-12 16:30:31,312][demucs.evaluate][INFO] - Eval | 2/20 | 0.30 it/sec
[2024-12-12 16:30:34,639][demucs.evaluate][INFO] - Eval | 3/20 | 0.30 it/sec
[2024-12-12 16:30:38,064][demucs.evaluate][INFO] - Eval | 4/20 | 0.30 it/sec
[2024-12-12 16:30:41,469][demucs.evaluate][INFO] - Eval | 5/20 | 0.30 it/sec
[2024-12-12 16:30:44,765][demucs.evaluate][INFO] - Eval | 6/20 | 0.30 it/sec
[2024-12-12 16:30:48,106][demucs.evaluate][INFO] - Eval | 7/20 | 0.30 it/sec
[2024-12-12 16:30:51,437][demucs.evaluate][INFO] - Eval | 8/20 | 0.30 it/sec
[2024-12-12 16:30:54,750][demucs.evaluate][INFO] - Eval | 9/20 | 0.30 it/sec
[2024-12-12 16:30:58,055][demucs.evaluate][INFO] - Eval | 10/20 | 0.30 it/sec
[2024-12-12 16:31:01,352][demucs.evaluate][INFO] - Eval | 11/20 | 0.30 it/sec
[2024-12-12 16:31:04,693][demucs.evaluate][INFO] - Eval | 12/20 | 0.30 it/sec
[2024-12-12 16:31:07,980][demucs.evaluate][INFO] - Eval | 13/20 | 0.30 it/sec
[2024-12-12 16:31:11,278][demucs.evaluate][INFO] - Eval | 14/20 | 0.30 it/sec
[2024-12-12 16:31:14,608][demucs.evaluate][INFO] - Eval | 15/20 | 0.30 it/sec
[2024-12-12 16:31:17,912][demucs.evaluate][INFO] - Eval | 16/20 | 0.30 it/sec
[2024-12-12 16:31:21,212][demucs.evaluate][INFO] - Eval | 17/20 | 0.30 it/sec
[2024-12-12 16:31:24,580][demucs.evaluate][INFO] - Eval | 18/20 | 0.30 it/sec
[2024-12-12 16:31:27,909][demucs.evaluate][INFO] - Eval | 19/20 | 0.30 it/sec
[2024-12-12 16:31:27,931][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 92.83 it/sec
[2024-12-12 16:31:27,945][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 85.18 it/sec
[2024-12-12 16:31:27,958][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 81.99 it/sec
[2024-12-12 16:31:27,969][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 84.18 it/sec
[2024-12-12 16:31:27,979][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 85.97 it/sec
[2024-12-12 16:31:27,991][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 85.85 it/sec
[2024-12-12 16:31:27,999][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 89.12 it/sec
[2024-12-12 16:31:28,013][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 87.01 it/sec
[2024-12-12 16:31:28,024][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 87.40 it/sec
[2024-12-12 16:31:28,035][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 87.82 it/sec
[2024-12-12 16:31:28,049][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 86.18 it/sec
[2024-12-12 16:31:28,063][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 84.45 it/sec
[2024-12-12 16:31:28,072][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 86.00 it/sec
[2024-12-12 16:31:28,082][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 86.79 it/sec
[2024-12-12 16:31:28,091][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 88.34 it/sec
[2024-12-12 16:31:28,105][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 87.03 it/sec
[2024-12-12 16:31:28,115][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 87.66 it/sec
[2024-12-12 16:31:28,123][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 89.14 it/sec
[2024-12-12 16:31:28,132][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 89.91 it/sec
[2024-12-12 16:31:28,197][demucs.solver][INFO] - Test Summary | Epoch 440 | Nsdr=1.049 | Nsdr_drums=1.076 | Nsdr_bass=1.038 | Nsdr_other=1.045 | Nsdr_vocals=1.034
[2024-12-12 16:31:29,681][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:31:29,682][demucs.solver][INFO] - Training...
[2024-12-12 16:31:41,823][demucs.solver][INFO] - Train | Epoch 441 | 1/14 | 0.19 it/sec | Loss 0.2072 | Reco 0.2072 | Grad 1.4712
[2024-12-12 16:31:42,467][demucs.solver][INFO] - Train | Epoch 441 | 2/14 | 0.27 it/sec | Loss 0.2048 | Reco 0.2048 | Grad 1.0431
[2024-12-12 16:31:43,110][demucs.solver][INFO] - Train | Epoch 441 | 3/14 | 0.34 it/sec | Loss 0.2256 | Reco 0.2256 | Grad 0.8902
[2024-12-12 16:31:43,753][demucs.solver][INFO] - Train | Epoch 441 | 4/14 | 0.40 it/sec | Loss 0.2286 | Reco 0.2286 | Grad 1.1332
[2024-12-12 16:31:44,401][demucs.solver][INFO] - Train | Epoch 441 | 5/14 | 0.46 it/sec | Loss 0.2231 | Reco 0.2231 | Grad 1.0294
[2024-12-12 16:31:45,051][demucs.solver][INFO] - Train | Epoch 441 | 6/14 | 0.51 it/sec | Loss 0.2213 | Reco 0.2213 | Grad 0.9654
[2024-12-12 16:31:45,691][demucs.solver][INFO] - Train | Epoch 441 | 7/14 | 0.55 it/sec | Loss 0.2292 | Reco 0.2292 | Grad 0.9145
[2024-12-12 16:31:46,330][demucs.solver][INFO] - Train | Epoch 441 | 8/14 | 0.60 it/sec | Loss 0.2288 | Reco 0.2288 | Grad 0.8888
[2024-12-12 16:31:46,964][demucs.solver][INFO] - Train | Epoch 441 | 9/14 | 0.64 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 0.8514
[2024-12-12 16:31:47,596][demucs.solver][INFO] - Train | Epoch 441 | 10/14 | 0.67 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.8555
[2024-12-12 16:31:48,229][demucs.solver][INFO] - Train | Epoch 441 | 11/14 | 0.71 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 0.8225
[2024-12-12 16:31:48,861][demucs.solver][INFO] - Train | Epoch 441 | 12/14 | 0.74 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 0.8945
[2024-12-12 16:31:49,493][demucs.solver][INFO] - Train | Epoch 441 | 13/14 | 0.77 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 0.9746
[2024-12-12 16:31:49,801][demucs.solver][INFO] - Train Summary | Epoch 441 | Loss=0.2417 | Reco=0.2417 | Grad=0.9746
[2024-12-12 16:31:49,801][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:31:49,802][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:31:51,956][demucs.solver][INFO] - Valid | Epoch 441 | 1/20 | 3.12 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.302
[2024-12-12 16:31:52,137][demucs.solver][INFO] - Valid | Epoch 441 | 2/20 | 3.65 it/sec | Loss 0.4447 | Reco 0.4447 | Nsdr 1.137
[2024-12-12 16:31:52,316][demucs.solver][INFO] - Valid | Epoch 441 | 3/20 | 3.99 it/sec | Loss 0.4883 | Reco 0.4883 | Nsdr 1.191
[2024-12-12 16:31:52,509][demucs.solver][INFO] - Valid | Epoch 441 | 4/20 | 4.19 it/sec | Loss 0.5048 | Reco 0.5048 | Nsdr 1.231
[2024-12-12 16:31:52,677][demucs.solver][INFO] - Valid | Epoch 441 | 5/20 | 4.40 it/sec | Loss 0.5260 | Reco 0.5260 | Nsdr 1.225
[2024-12-12 16:31:52,834][demucs.solver][INFO] - Valid | Epoch 441 | 6/20 | 4.61 it/sec | Loss 0.5102 | Reco 0.5102 | Nsdr 1.235
[2024-12-12 16:31:53,015][demucs.solver][INFO] - Valid | Epoch 441 | 7/20 | 4.70 it/sec | Loss 0.5302 | Reco 0.5302 | Nsdr 1.250
[2024-12-12 16:31:53,171][demucs.solver][INFO] - Valid | Epoch 441 | 8/20 | 4.85 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.246
[2024-12-12 16:31:53,352][demucs.solver][INFO] - Valid | Epoch 441 | 9/20 | 4.91 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.259
[2024-12-12 16:31:53,517][demucs.solver][INFO] - Valid | Epoch 441 | 10/20 | 4.99 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.238
[2024-12-12 16:31:53,699][demucs.solver][INFO] - Valid | Epoch 441 | 11/20 | 5.03 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.235
[2024-12-12 16:31:53,893][demucs.solver][INFO] - Valid | Epoch 441 | 12/20 | 5.04 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.215
[2024-12-12 16:31:54,088][demucs.solver][INFO] - Valid | Epoch 441 | 13/20 | 5.05 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.220
[2024-12-12 16:31:54,282][demucs.solver][INFO] - Valid | Epoch 441 | 14/20 | 5.06 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.225
[2024-12-12 16:31:54,480][demucs.solver][INFO] - Valid | Epoch 441 | 15/20 | 5.05 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.233
[2024-12-12 16:31:54,673][demucs.solver][INFO] - Valid | Epoch 441 | 16/20 | 5.06 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.239
[2024-12-12 16:31:54,853][demucs.solver][INFO] - Valid | Epoch 441 | 17/20 | 5.09 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.244
[2024-12-12 16:31:55,033][demucs.solver][INFO] - Valid | Epoch 441 | 18/20 | 5.11 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.219
[2024-12-12 16:31:55,227][demucs.solver][INFO] - Valid | Epoch 441 | 19/20 | 5.11 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.230
[2024-12-12 16:31:55,839][demucs.solver][INFO] - Valid Summary | Epoch 441 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.230 | Best=0.5353 | Bname=main
[2024-12-12 16:31:57,291][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:31:57,291][demucs.solver][INFO] - Training...
[2024-12-12 16:32:07,569][demucs.solver][INFO] - Train | Epoch 442 | 1/14 | 0.24 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.6621
[2024-12-12 16:32:08,216][demucs.solver][INFO] - Train | Epoch 442 | 2/14 | 0.34 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.1615
[2024-12-12 16:32:09,206][demucs.solver][INFO] - Train | Epoch 442 | 3/14 | 0.40 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.1521
[2024-12-12 16:32:09,843][demucs.solver][INFO] - Train | Epoch 442 | 4/14 | 0.47 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.4110
[2024-12-12 16:32:10,492][demucs.solver][INFO] - Train | Epoch 442 | 5/14 | 0.54 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.3016
[2024-12-12 16:32:11,132][demucs.solver][INFO] - Train | Epoch 442 | 6/14 | 0.59 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.1651
[2024-12-12 16:32:11,774][demucs.solver][INFO] - Train | Epoch 442 | 7/14 | 0.64 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.1346
[2024-12-12 16:32:12,412][demucs.solver][INFO] - Train | Epoch 442 | 8/14 | 0.69 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 1.1198
[2024-12-12 16:32:13,054][demucs.solver][INFO] - Train | Epoch 442 | 9/14 | 0.73 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.1088
[2024-12-12 16:32:13,698][demucs.solver][INFO] - Train | Epoch 442 | 10/14 | 0.76 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 1.1344
[2024-12-12 16:32:14,338][demucs.solver][INFO] - Train | Epoch 442 | 11/14 | 0.80 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.0726
[2024-12-12 16:32:14,979][demucs.solver][INFO] - Train | Epoch 442 | 12/14 | 0.83 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.0414
[2024-12-12 16:32:15,616][demucs.solver][INFO] - Train | Epoch 442 | 13/14 | 0.86 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 1.1016
[2024-12-12 16:32:15,933][demucs.solver][INFO] - Train Summary | Epoch 442 | Loss=0.2490 | Reco=0.2490 | Grad=1.1016
[2024-12-12 16:32:15,933][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:32:15,933][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:32:18,310][demucs.solver][INFO] - Valid | Epoch 442 | 1/20 | 2.63 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.232
[2024-12-12 16:32:18,617][demucs.solver][INFO] - Valid | Epoch 442 | 2/20 | 2.81 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.095
[2024-12-12 16:32:18,871][demucs.solver][INFO] - Valid | Epoch 442 | 3/20 | 3.03 it/sec | Loss 0.4936 | Reco 0.4936 | Nsdr 1.146
[2024-12-12 16:32:19,056][demucs.solver][INFO] - Valid | Epoch 442 | 4/20 | 3.32 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.161
[2024-12-12 16:32:19,225][demucs.solver][INFO] - Valid | Epoch 442 | 5/20 | 3.58 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.123
[2024-12-12 16:32:19,418][demucs.solver][INFO] - Valid | Epoch 442 | 6/20 | 3.75 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.135
[2024-12-12 16:32:19,572][demucs.solver][INFO] - Valid | Epoch 442 | 7/20 | 3.96 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.148
[2024-12-12 16:32:19,751][demucs.solver][INFO] - Valid | Epoch 442 | 8/20 | 4.09 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.126
[2024-12-12 16:32:19,943][demucs.solver][INFO] - Valid | Epoch 442 | 9/20 | 4.18 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.135
[2024-12-12 16:32:20,097][demucs.solver][INFO] - Valid | Epoch 442 | 10/20 | 4.32 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.124
[2024-12-12 16:32:20,277][demucs.solver][INFO] - Valid | Epoch 442 | 11/20 | 4.40 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.124
[2024-12-12 16:32:20,456][demucs.solver][INFO] - Valid | Epoch 442 | 12/20 | 4.47 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.107
[2024-12-12 16:32:20,636][demucs.solver][INFO] - Valid | Epoch 442 | 13/20 | 4.54 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.112
[2024-12-12 16:32:20,805][demucs.solver][INFO] - Valid | Epoch 442 | 14/20 | 4.61 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.117
[2024-12-12 16:32:20,975][demucs.solver][INFO] - Valid | Epoch 442 | 15/20 | 4.67 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.123
[2024-12-12 16:32:21,154][demucs.solver][INFO] - Valid | Epoch 442 | 16/20 | 4.72 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.130
[2024-12-12 16:32:21,352][demucs.solver][INFO] - Valid | Epoch 442 | 17/20 | 4.74 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.142
[2024-12-12 16:32:21,519][demucs.solver][INFO] - Valid | Epoch 442 | 18/20 | 4.79 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.123
[2024-12-12 16:32:21,702][demucs.solver][INFO] - Valid | Epoch 442 | 19/20 | 4.82 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.134
[2024-12-12 16:32:22,060][demucs.solver][INFO] - Valid Summary | Epoch 442 | Loss=0.5453 | Reco=0.5453 | Nsdr=1.134 | Best=0.5353 | Bname=main
[2024-12-12 16:32:23,450][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:32:23,451][demucs.solver][INFO] - Training...
[2024-12-12 16:32:34,719][demucs.solver][INFO] - Train | Epoch 443 | 1/14 | 0.21 it/sec | Loss 0.2216 | Reco 0.2216 | Grad 2.3758
[2024-12-12 16:32:35,357][demucs.solver][INFO] - Train | Epoch 443 | 2/14 | 0.30 it/sec | Loss 0.2193 | Reco 0.2193 | Grad 1.9172
[2024-12-12 16:32:36,003][demucs.solver][INFO] - Train | Epoch 443 | 3/14 | 0.37 it/sec | Loss 0.2214 | Reco 0.2214 | Grad 1.8373
[2024-12-12 16:32:36,649][demucs.solver][INFO] - Train | Epoch 443 | 4/14 | 0.44 it/sec | Loss 0.2285 | Reco 0.2285 | Grad 2.0620
[2024-12-12 16:32:37,289][demucs.solver][INFO] - Train | Epoch 443 | 5/14 | 0.50 it/sec | Loss 0.2315 | Reco 0.2315 | Grad 1.7472
[2024-12-12 16:32:37,927][demucs.solver][INFO] - Train | Epoch 443 | 6/14 | 0.55 it/sec | Loss 0.2324 | Reco 0.2324 | Grad 1.5389
[2024-12-12 16:32:38,566][demucs.solver][INFO] - Train | Epoch 443 | 7/14 | 0.60 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 1.6589
[2024-12-12 16:32:39,202][demucs.solver][INFO] - Train | Epoch 443 | 8/14 | 0.64 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 1.5754
[2024-12-12 16:32:39,835][demucs.solver][INFO] - Train | Epoch 443 | 9/14 | 0.68 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 1.6406
[2024-12-12 16:32:40,468][demucs.solver][INFO] - Train | Epoch 443 | 10/14 | 0.72 it/sec | Loss 0.2336 | Reco 0.2336 | Grad 1.5336
[2024-12-12 16:32:41,099][demucs.solver][INFO] - Train | Epoch 443 | 11/14 | 0.75 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.6209
[2024-12-12 16:32:41,728][demucs.solver][INFO] - Train | Epoch 443 | 12/14 | 0.79 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 1.6614
[2024-12-12 16:32:42,356][demucs.solver][INFO] - Train | Epoch 443 | 13/14 | 0.82 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 1.6107
[2024-12-12 16:32:42,674][demucs.solver][INFO] - Train Summary | Epoch 443 | Loss=0.2378 | Reco=0.2378 | Grad=1.6107
[2024-12-12 16:32:42,674][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:32:42,674][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:32:44,834][demucs.solver][INFO] - Valid | Epoch 443 | 1/20 | 3.22 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.248
[2024-12-12 16:32:45,022][demucs.solver][INFO] - Valid | Epoch 443 | 2/20 | 3.71 it/sec | Loss 0.4469 | Reco 0.4469 | Nsdr 1.108
[2024-12-12 16:32:45,177][demucs.solver][INFO] - Valid | Epoch 443 | 3/20 | 4.15 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.154
[2024-12-12 16:32:45,358][demucs.solver][INFO] - Valid | Epoch 443 | 4/20 | 4.36 it/sec | Loss 0.5087 | Reco 0.5087 | Nsdr 1.173
[2024-12-12 16:32:45,528][demucs.solver][INFO] - Valid | Epoch 443 | 5/20 | 4.56 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.140
[2024-12-12 16:32:45,724][demucs.solver][INFO] - Valid | Epoch 443 | 6/20 | 4.63 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.154
[2024-12-12 16:32:45,891][demucs.solver][INFO] - Valid | Epoch 443 | 7/20 | 4.76 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.168
[2024-12-12 16:32:46,058][demucs.solver][INFO] - Valid | Epoch 443 | 8/20 | 4.87 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.148
[2024-12-12 16:32:46,243][demucs.solver][INFO] - Valid | Epoch 443 | 9/20 | 4.93 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.156
[2024-12-12 16:32:46,414][demucs.solver][INFO] - Valid | Epoch 443 | 10/20 | 5.00 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.145
[2024-12-12 16:32:46,594][demucs.solver][INFO] - Valid | Epoch 443 | 11/20 | 5.04 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.145
[2024-12-12 16:32:46,761][demucs.solver][INFO] - Valid | Epoch 443 | 12/20 | 5.10 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.128
[2024-12-12 16:32:46,917][demucs.solver][INFO] - Valid | Epoch 443 | 13/20 | 5.18 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.134
[2024-12-12 16:32:47,096][demucs.solver][INFO] - Valid | Epoch 443 | 14/20 | 5.20 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.140
[2024-12-12 16:32:47,278][demucs.solver][INFO] - Valid | Epoch 443 | 15/20 | 5.22 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.145
[2024-12-12 16:32:47,475][demucs.solver][INFO] - Valid | Epoch 443 | 16/20 | 5.21 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.154
[2024-12-12 16:32:47,643][demucs.solver][INFO] - Valid | Epoch 443 | 17/20 | 5.25 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.161
[2024-12-12 16:32:47,824][demucs.solver][INFO] - Valid | Epoch 443 | 18/20 | 5.26 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.141
[2024-12-12 16:32:47,978][demucs.solver][INFO] - Valid | Epoch 443 | 19/20 | 5.31 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.152
[2024-12-12 16:32:48,364][demucs.solver][INFO] - Valid Summary | Epoch 443 | Loss=0.5424 | Reco=0.5424 | Nsdr=1.152 | Best=0.5353 | Bname=main
[2024-12-12 16:32:49,830][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:32:49,830][demucs.solver][INFO] - Training...
[2024-12-12 16:32:54,781][demucs.solver][INFO] - Train | Epoch 444 | 1/14 | 0.60 it/sec | Loss 0.2308 | Reco 0.2308 | Grad 2.1132
[2024-12-12 16:32:59,259][demucs.solver][INFO] - Train | Epoch 444 | 2/14 | 0.38 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.8627
[2024-12-12 16:32:59,900][demucs.solver][INFO] - Train | Epoch 444 | 3/14 | 0.47 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.0141
[2024-12-12 16:33:00,548][demucs.solver][INFO] - Train | Epoch 444 | 4/14 | 0.55 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 1.8411
[2024-12-12 16:33:01,194][demucs.solver][INFO] - Train | Epoch 444 | 5/14 | 0.62 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 1.9176
[2024-12-12 16:33:01,835][demucs.solver][INFO] - Train | Epoch 444 | 6/14 | 0.67 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.6747
[2024-12-12 16:33:02,470][demucs.solver][INFO] - Train | Epoch 444 | 7/14 | 0.73 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.5142
[2024-12-12 16:33:03,103][demucs.solver][INFO] - Train | Epoch 444 | 8/14 | 0.77 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.4984
[2024-12-12 16:33:03,736][demucs.solver][INFO] - Train | Epoch 444 | 9/14 | 0.81 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.4828
[2024-12-12 16:33:04,371][demucs.solver][INFO] - Train | Epoch 444 | 10/14 | 0.85 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.5915
[2024-12-12 16:33:05,006][demucs.solver][INFO] - Train | Epoch 444 | 11/14 | 0.88 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 1.4906
[2024-12-12 16:33:05,639][demucs.solver][INFO] - Train | Epoch 444 | 12/14 | 0.92 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.5020
[2024-12-12 16:33:06,271][demucs.solver][INFO] - Train | Epoch 444 | 13/14 | 0.94 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.4405
[2024-12-12 16:33:06,633][demucs.solver][INFO] - Train Summary | Epoch 444 | Loss=0.2479 | Reco=0.2479 | Grad=1.4405
[2024-12-12 16:33:06,634][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:33:06,634][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:33:09,133][demucs.solver][INFO] - Valid | Epoch 444 | 1/20 | 2.30 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.226
[2024-12-12 16:33:09,444][demucs.solver][INFO] - Valid | Epoch 444 | 2/20 | 2.54 it/sec | Loss 0.4478 | Reco 0.4478 | Nsdr 1.092
[2024-12-12 16:33:09,664][demucs.solver][INFO] - Valid | Epoch 444 | 3/20 | 2.86 it/sec | Loss 0.4916 | Reco 0.4916 | Nsdr 1.142
[2024-12-12 16:33:09,858][demucs.solver][INFO] - Valid | Epoch 444 | 4/20 | 3.13 it/sec | Loss 0.5100 | Reco 0.5100 | Nsdr 1.152
[2024-12-12 16:33:10,147][demucs.solver][INFO] - Valid | Epoch 444 | 5/20 | 3.18 it/sec | Loss 0.5346 | Reco 0.5346 | Nsdr 1.111
[2024-12-12 16:33:10,360][demucs.solver][INFO] - Valid | Epoch 444 | 6/20 | 3.34 it/sec | Loss 0.5183 | Reco 0.5183 | Nsdr 1.124
[2024-12-12 16:33:10,570][demucs.solver][INFO] - Valid | Epoch 444 | 7/20 | 3.47 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.138
[2024-12-12 16:33:10,735][demucs.solver][INFO] - Valid | Epoch 444 | 8/20 | 3.64 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.115
[2024-12-12 16:33:10,900][demucs.solver][INFO] - Valid | Epoch 444 | 9/20 | 3.79 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.122
[2024-12-12 16:33:11,136][demucs.solver][INFO] - Valid | Epoch 444 | 10/20 | 3.83 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.113
[2024-12-12 16:33:11,333][demucs.solver][INFO] - Valid | Epoch 444 | 11/20 | 3.91 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.115
[2024-12-12 16:33:11,539][demucs.solver][INFO] - Valid | Epoch 444 | 12/20 | 3.97 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.098
[2024-12-12 16:33:11,761][demucs.solver][INFO] - Valid | Epoch 444 | 13/20 | 4.00 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.104
[2024-12-12 16:33:12,019][demucs.solver][INFO] - Valid | Epoch 444 | 14/20 | 3.99 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.109
[2024-12-12 16:33:12,185][demucs.solver][INFO] - Valid | Epoch 444 | 15/20 | 4.08 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.115
[2024-12-12 16:33:12,337][demucs.solver][INFO] - Valid | Epoch 444 | 16/20 | 4.17 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.123
[2024-12-12 16:33:12,531][demucs.solver][INFO] - Valid | Epoch 444 | 17/20 | 4.22 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.135
[2024-12-12 16:33:12,708][demucs.solver][INFO] - Valid | Epoch 444 | 18/20 | 4.27 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.116
[2024-12-12 16:33:12,879][demucs.solver][INFO] - Valid | Epoch 444 | 19/20 | 4.33 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.126
[2024-12-12 16:33:13,261][demucs.solver][INFO] - Valid Summary | Epoch 444 | Loss=0.5441 | Reco=0.5441 | Nsdr=1.126 | Best=0.5353 | Bname=main
[2024-12-12 16:33:14,863][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:33:14,864][demucs.solver][INFO] - Training...
[2024-12-12 16:33:21,372][demucs.solver][INFO] - Train | Epoch 445 | 1/14 | 0.41 it/sec | Loss 0.2665 | Reco 0.2665 | Grad 3.0848
[2024-12-12 16:33:22,805][demucs.solver][INFO] - Train | Epoch 445 | 2/14 | 0.47 it/sec | Loss 0.2649 | Reco 0.2649 | Grad 2.2625
[2024-12-12 16:33:23,452][demucs.solver][INFO] - Train | Epoch 445 | 3/14 | 0.57 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 2.3014
[2024-12-12 16:33:24,108][demucs.solver][INFO] - Train | Epoch 445 | 4/14 | 0.65 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 2.1808
[2024-12-12 16:33:24,757][demucs.solver][INFO] - Train | Epoch 445 | 5/14 | 0.72 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 2.2875
[2024-12-12 16:33:25,399][demucs.solver][INFO] - Train | Epoch 445 | 6/14 | 0.78 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 2.0712
[2024-12-12 16:33:26,039][demucs.solver][INFO] - Train | Epoch 445 | 7/14 | 0.83 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.8652
[2024-12-12 16:33:26,679][demucs.solver][INFO] - Train | Epoch 445 | 8/14 | 0.88 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 1.8338
[2024-12-12 16:33:27,312][demucs.solver][INFO] - Train | Epoch 445 | 9/14 | 0.92 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 1.8951
[2024-12-12 16:33:27,949][demucs.solver][INFO] - Train | Epoch 445 | 10/14 | 0.96 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 1.8541
[2024-12-12 16:33:28,579][demucs.solver][INFO] - Train | Epoch 445 | 11/14 | 0.99 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.8102
[2024-12-12 16:33:29,209][demucs.solver][INFO] - Train | Epoch 445 | 12/14 | 1.02 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 1.7120
[2024-12-12 16:33:29,848][demucs.solver][INFO] - Train | Epoch 445 | 13/14 | 1.04 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.6970
[2024-12-12 16:33:30,156][demucs.solver][INFO] - Train Summary | Epoch 445 | Loss=0.2475 | Reco=0.2475 | Grad=1.6970
[2024-12-12 16:33:30,156][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:33:30,156][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:33:32,327][demucs.solver][INFO] - Valid | Epoch 445 | 1/20 | 3.36 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.327
[2024-12-12 16:33:32,516][demucs.solver][INFO] - Valid | Epoch 445 | 2/20 | 3.82 it/sec | Loss 0.4433 | Reco 0.4433 | Nsdr 1.155
[2024-12-12 16:33:32,701][demucs.solver][INFO] - Valid | Epoch 445 | 3/20 | 4.12 it/sec | Loss 0.4867 | Reco 0.4867 | Nsdr 1.216
[2024-12-12 16:33:32,870][demucs.solver][INFO] - Valid | Epoch 445 | 4/20 | 4.39 it/sec | Loss 0.5029 | Reco 0.5029 | Nsdr 1.261
[2024-12-12 16:33:33,053][demucs.solver][INFO] - Valid | Epoch 445 | 5/20 | 4.54 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.252
[2024-12-12 16:33:33,236][demucs.solver][INFO] - Valid | Epoch 445 | 6/20 | 4.65 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.264
[2024-12-12 16:33:33,418][demucs.solver][INFO] - Valid | Epoch 445 | 7/20 | 4.74 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.283
[2024-12-12 16:33:33,611][demucs.solver][INFO] - Valid | Epoch 445 | 8/20 | 4.79 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.278
[2024-12-12 16:33:33,810][demucs.solver][INFO] - Valid | Epoch 445 | 9/20 | 4.81 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.295
[2024-12-12 16:33:33,978][demucs.solver][INFO] - Valid | Epoch 445 | 10/20 | 4.90 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.274
[2024-12-12 16:33:34,157][demucs.solver][INFO] - Valid | Epoch 445 | 11/20 | 4.95 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.270
[2024-12-12 16:33:34,351][demucs.solver][INFO] - Valid | Epoch 445 | 12/20 | 4.96 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.249
[2024-12-12 16:33:34,528][demucs.solver][INFO] - Valid | Epoch 445 | 13/20 | 5.00 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.252
[2024-12-12 16:33:34,711][demucs.solver][INFO] - Valid | Epoch 445 | 14/20 | 5.03 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.259
[2024-12-12 16:33:34,895][demucs.solver][INFO] - Valid | Epoch 445 | 15/20 | 5.06 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.267
[2024-12-12 16:33:35,060][demucs.solver][INFO] - Valid | Epoch 445 | 16/20 | 5.11 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.274
[2024-12-12 16:33:35,239][demucs.solver][INFO] - Valid | Epoch 445 | 17/20 | 5.13 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.278
[2024-12-12 16:33:35,407][demucs.solver][INFO] - Valid | Epoch 445 | 18/20 | 5.17 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.251
[2024-12-12 16:33:35,589][demucs.solver][INFO] - Valid | Epoch 445 | 19/20 | 5.18 it/sec | Loss 0.5338 | Reco 0.5338 | Nsdr 1.264
[2024-12-12 16:33:35,956][demucs.solver][INFO] - Valid Summary | Epoch 445 | Loss=0.5338 | Reco=0.5338 | Nsdr=1.264 | Best=0.5338 | Bname=main
[2024-12-12 16:33:35,957][demucs.solver][INFO] - New best valid loss 0.5338
[2024-12-12 16:33:37,848][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:33:37,848][demucs.solver][INFO] - Training...
[2024-12-12 16:33:48,687][demucs.solver][INFO] - Train | Epoch 446 | 1/14 | 0.21 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 1.1712
[2024-12-12 16:33:49,329][demucs.solver][INFO] - Train | Epoch 446 | 2/14 | 0.30 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 1.1257
[2024-12-12 16:33:49,967][demucs.solver][INFO] - Train | Epoch 446 | 3/14 | 0.38 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 1.3326
[2024-12-12 16:33:50,619][demucs.solver][INFO] - Train | Epoch 446 | 4/14 | 0.44 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.1514
[2024-12-12 16:33:51,255][demucs.solver][INFO] - Train | Epoch 446 | 5/14 | 0.50 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.3579
[2024-12-12 16:33:51,890][demucs.solver][INFO] - Train | Epoch 446 | 6/14 | 0.56 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.3691
[2024-12-12 16:33:52,524][demucs.solver][INFO] - Train | Epoch 446 | 7/14 | 0.61 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.3103
[2024-12-12 16:33:53,158][demucs.solver][INFO] - Train | Epoch 446 | 8/14 | 0.65 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.4040
[2024-12-12 16:33:53,794][demucs.solver][INFO] - Train | Epoch 446 | 9/14 | 0.69 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.3975
[2024-12-12 16:33:54,430][demucs.solver][INFO] - Train | Epoch 446 | 10/14 | 0.73 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.4389
[2024-12-12 16:33:55,065][demucs.solver][INFO] - Train | Epoch 446 | 11/14 | 0.76 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.3912
[2024-12-12 16:33:55,698][demucs.solver][INFO] - Train | Epoch 446 | 12/14 | 0.80 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.4890
[2024-12-12 16:33:56,327][demucs.solver][INFO] - Train | Epoch 446 | 13/14 | 0.83 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.6002
[2024-12-12 16:33:56,636][demucs.solver][INFO] - Train Summary | Epoch 446 | Loss=0.2435 | Reco=0.2435 | Grad=1.6002
[2024-12-12 16:33:56,637][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:33:56,637][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:33:58,935][demucs.solver][INFO] - Valid | Epoch 446 | 1/20 | 3.34 it/sec | Loss 0.5823 | Reco 0.5823 | Nsdr 1.138
[2024-12-12 16:33:59,131][demucs.solver][INFO] - Valid | Epoch 446 | 2/20 | 3.77 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 1.032
[2024-12-12 16:33:59,327][demucs.solver][INFO] - Valid | Epoch 446 | 3/20 | 4.03 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.073
[2024-12-12 16:33:59,508][demucs.solver][INFO] - Valid | Epoch 446 | 4/20 | 4.26 it/sec | Loss 0.5179 | Reco 0.5179 | Nsdr 1.070
[2024-12-12 16:33:59,676][demucs.solver][INFO] - Valid | Epoch 446 | 5/20 | 4.48 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.018
[2024-12-12 16:33:59,857][demucs.solver][INFO] - Valid | Epoch 446 | 6/20 | 4.60 it/sec | Loss 0.5270 | Reco 0.5270 | Nsdr 1.033
[2024-12-12 16:34:00,039][demucs.solver][INFO] - Valid | Epoch 446 | 7/20 | 4.70 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.040
[2024-12-12 16:34:00,217][demucs.solver][INFO] - Valid | Epoch 446 | 8/20 | 4.78 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.012
[2024-12-12 16:34:00,411][demucs.solver][INFO] - Valid | Epoch 446 | 9/20 | 4.82 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.013
[2024-12-12 16:34:00,588][demucs.solver][INFO] - Valid | Epoch 446 | 10/20 | 4.88 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.009
[2024-12-12 16:34:00,785][demucs.solver][INFO] - Valid | Epoch 446 | 11/20 | 4.90 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.012
[2024-12-12 16:34:00,951][demucs.solver][INFO] - Valid | Epoch 446 | 12/20 | 4.97 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.000
[2024-12-12 16:34:01,132][demucs.solver][INFO] - Valid | Epoch 446 | 13/20 | 5.01 it/sec | Loss 0.5809 | Reco 0.5809 | Nsdr 1.006
[2024-12-12 16:34:01,314][demucs.solver][INFO] - Valid | Epoch 446 | 14/20 | 5.04 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.012
[2024-12-12 16:34:01,492][demucs.solver][INFO] - Valid | Epoch 446 | 15/20 | 5.07 it/sec | Loss 0.5798 | Reco 0.5798 | Nsdr 1.015
[2024-12-12 16:34:01,671][demucs.solver][INFO] - Valid | Epoch 446 | 16/20 | 5.10 it/sec | Loss 0.5835 | Reco 0.5835 | Nsdr 1.024
[2024-12-12 16:34:01,840][demucs.solver][INFO] - Valid | Epoch 446 | 17/20 | 5.14 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.038
[2024-12-12 16:34:02,032][demucs.solver][INFO] - Valid | Epoch 446 | 18/20 | 5.14 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.024
[2024-12-12 16:34:02,211][demucs.solver][INFO] - Valid | Epoch 446 | 19/20 | 5.16 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.033
[2024-12-12 16:34:02,615][demucs.solver][INFO] - Valid Summary | Epoch 446 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.033 | Best=0.5338 | Bname=main
[2024-12-12 16:34:04,041][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:34:04,041][demucs.solver][INFO] - Training...
[2024-12-12 16:34:12,163][demucs.solver][INFO] - Train | Epoch 447 | 1/14 | 0.30 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.0324
[2024-12-12 16:34:13,148][demucs.solver][INFO] - Train | Epoch 447 | 2/14 | 0.40 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 1.7074
[2024-12-12 16:34:13,830][demucs.solver][INFO] - Train | Epoch 447 | 3/14 | 0.49 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 2.1492
[2024-12-12 16:34:14,472][demucs.solver][INFO] - Train | Epoch 447 | 4/14 | 0.56 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 1.9979
[2024-12-12 16:34:15,125][demucs.solver][INFO] - Train | Epoch 447 | 5/14 | 0.63 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.9102
[2024-12-12 16:34:15,768][demucs.solver][INFO] - Train | Epoch 447 | 6/14 | 0.69 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 2.0774
[2024-12-12 16:34:16,417][demucs.solver][INFO] - Train | Epoch 447 | 7/14 | 0.74 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.1040
[2024-12-12 16:34:17,081][demucs.solver][INFO] - Train | Epoch 447 | 8/14 | 0.78 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.0731
[2024-12-12 16:34:17,734][demucs.solver][INFO] - Train | Epoch 447 | 9/14 | 0.82 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 1.9338
[2024-12-12 16:34:18,363][demucs.solver][INFO] - Train | Epoch 447 | 10/14 | 0.86 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 1.9306
[2024-12-12 16:34:18,994][demucs.solver][INFO] - Train | Epoch 447 | 11/14 | 0.90 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 1.9503
[2024-12-12 16:34:19,627][demucs.solver][INFO] - Train | Epoch 447 | 12/14 | 0.93 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 1.9488
[2024-12-12 16:34:20,260][demucs.solver][INFO] - Train | Epoch 447 | 13/14 | 0.96 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 1.8596
[2024-12-12 16:34:20,573][demucs.solver][INFO] - Train Summary | Epoch 447 | Loss=0.2501 | Reco=0.2501 | Grad=1.8596
[2024-12-12 16:34:20,573][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:34:20,573][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:34:22,686][demucs.solver][INFO] - Valid | Epoch 447 | 1/20 | 3.28 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.315
[2024-12-12 16:34:22,877][demucs.solver][INFO] - Valid | Epoch 447 | 2/20 | 3.75 it/sec | Loss 0.4436 | Reco 0.4436 | Nsdr 1.155
[2024-12-12 16:34:23,043][demucs.solver][INFO] - Valid | Epoch 447 | 3/20 | 4.14 it/sec | Loss 0.4883 | Reco 0.4883 | Nsdr 1.201
[2024-12-12 16:34:23,225][demucs.solver][INFO] - Valid | Epoch 447 | 4/20 | 4.35 it/sec | Loss 0.5050 | Reco 0.5050 | Nsdr 1.241
[2024-12-12 16:34:23,395][demucs.solver][INFO] - Valid | Epoch 447 | 5/20 | 4.55 it/sec | Loss 0.5255 | Reco 0.5255 | Nsdr 1.236
[2024-12-12 16:34:23,587][demucs.solver][INFO] - Valid | Epoch 447 | 6/20 | 4.63 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.256
[2024-12-12 16:34:23,754][demucs.solver][INFO] - Valid | Epoch 447 | 7/20 | 4.77 it/sec | Loss 0.5297 | Reco 0.5297 | Nsdr 1.269
[2024-12-12 16:34:23,948][demucs.solver][INFO] - Valid | Epoch 447 | 8/20 | 4.81 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.266
[2024-12-12 16:34:24,115][demucs.solver][INFO] - Valid | Epoch 447 | 9/20 | 4.90 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.279
[2024-12-12 16:34:24,281][demucs.solver][INFO] - Valid | Epoch 447 | 10/20 | 4.99 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.262
[2024-12-12 16:34:24,461][demucs.solver][INFO] - Valid | Epoch 447 | 11/20 | 5.03 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.260
[2024-12-12 16:34:24,645][demucs.solver][INFO] - Valid | Epoch 447 | 12/20 | 5.06 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.241
[2024-12-12 16:34:24,824][demucs.solver][INFO] - Valid | Epoch 447 | 13/20 | 5.10 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.246
[2024-12-12 16:34:25,016][demucs.solver][INFO] - Valid | Epoch 447 | 14/20 | 5.10 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.252
[2024-12-12 16:34:25,196][demucs.solver][INFO] - Valid | Epoch 447 | 15/20 | 5.13 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.259
[2024-12-12 16:34:25,390][demucs.solver][INFO] - Valid | Epoch 447 | 16/20 | 5.13 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.266
[2024-12-12 16:34:25,542][demucs.solver][INFO] - Valid | Epoch 447 | 17/20 | 5.19 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.266
[2024-12-12 16:34:25,734][demucs.solver][INFO] - Valid | Epoch 447 | 18/20 | 5.19 it/sec | Loss 0.5365 | Reco 0.5365 | Nsdr 1.242
[2024-12-12 16:34:25,912][demucs.solver][INFO] - Valid | Epoch 447 | 19/20 | 5.21 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.253
[2024-12-12 16:34:26,235][demucs.solver][INFO] - Valid Summary | Epoch 447 | Loss=0.5351 | Reco=0.5351 | Nsdr=1.253 | Best=0.5338 | Bname=main
[2024-12-12 16:34:27,655][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:34:27,655][demucs.solver][INFO] - Training...
[2024-12-12 16:34:38,883][demucs.solver][INFO] - Train | Epoch 448 | 1/14 | 0.21 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.2844
[2024-12-12 16:34:39,518][demucs.solver][INFO] - Train | Epoch 448 | 2/14 | 0.29 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 0.5324
[2024-12-12 16:34:40,157][demucs.solver][INFO] - Train | Epoch 448 | 3/14 | 0.36 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.6097
[2024-12-12 16:34:40,793][demucs.solver][INFO] - Train | Epoch 448 | 4/14 | 0.43 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 0.5756
[2024-12-12 16:34:41,432][demucs.solver][INFO] - Train | Epoch 448 | 5/14 | 0.49 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 0.7022
[2024-12-12 16:34:42,060][demucs.solver][INFO] - Train | Epoch 448 | 6/14 | 0.54 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 0.6998
[2024-12-12 16:34:42,688][demucs.solver][INFO] - Train | Epoch 448 | 7/14 | 0.59 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 0.6603
[2024-12-12 16:34:43,316][demucs.solver][INFO] - Train | Epoch 448 | 8/14 | 0.64 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.6752
[2024-12-12 16:34:43,943][demucs.solver][INFO] - Train | Epoch 448 | 9/14 | 0.68 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.6543
[2024-12-12 16:34:44,577][demucs.solver][INFO] - Train | Epoch 448 | 10/14 | 0.72 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.7711
[2024-12-12 16:34:45,214][demucs.solver][INFO] - Train | Epoch 448 | 11/14 | 0.75 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 0.7905
[2024-12-12 16:34:45,841][demucs.solver][INFO] - Train | Epoch 448 | 12/14 | 0.78 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 0.7826
[2024-12-12 16:34:46,468][demucs.solver][INFO] - Train | Epoch 448 | 13/14 | 0.81 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.8645
[2024-12-12 16:34:46,774][demucs.solver][INFO] - Train Summary | Epoch 448 | Loss=0.2515 | Reco=0.2515 | Grad=0.8645
[2024-12-12 16:34:46,775][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:34:46,775][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:34:49,077][demucs.solver][INFO] - Valid | Epoch 448 | 1/20 | 2.68 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.246
[2024-12-12 16:34:49,316][demucs.solver][INFO] - Valid | Epoch 448 | 2/20 | 3.04 it/sec | Loss 0.4491 | Reco 0.4491 | Nsdr 1.093
[2024-12-12 16:34:49,549][demucs.solver][INFO] - Valid | Epoch 448 | 3/20 | 3.28 it/sec | Loss 0.4929 | Reco 0.4929 | Nsdr 1.161
[2024-12-12 16:34:49,727][demucs.solver][INFO] - Valid | Epoch 448 | 4/20 | 3.58 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.188
[2024-12-12 16:34:49,909][demucs.solver][INFO] - Valid | Epoch 448 | 5/20 | 3.80 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.158
[2024-12-12 16:34:50,090][demucs.solver][INFO] - Valid | Epoch 448 | 6/20 | 3.98 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.169
[2024-12-12 16:34:50,260][demucs.solver][INFO] - Valid | Epoch 448 | 7/20 | 4.15 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.187
[2024-12-12 16:34:50,473][demucs.solver][INFO] - Valid | Epoch 448 | 8/20 | 4.20 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.168
[2024-12-12 16:34:50,702][demucs.solver][INFO] - Valid | Epoch 448 | 9/20 | 4.22 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.179
[2024-12-12 16:34:50,920][demucs.solver][INFO] - Valid | Epoch 448 | 10/20 | 4.25 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.164
[2024-12-12 16:34:51,094][demucs.solver][INFO] - Valid | Epoch 448 | 11/20 | 4.34 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.162
[2024-12-12 16:34:51,560][demucs.solver][INFO] - Valid | Epoch 448 | 12/20 | 4.03 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.143
[2024-12-12 16:34:51,938][demucs.solver][INFO] - Valid | Epoch 448 | 13/20 | 3.88 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.145
[2024-12-12 16:34:52,171][demucs.solver][INFO] - Valid | Epoch 448 | 14/20 | 3.91 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.151
[2024-12-12 16:34:52,341][demucs.solver][INFO] - Valid | Epoch 448 | 15/20 | 3.99 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.157
[2024-12-12 16:34:52,495][demucs.solver][INFO] - Valid | Epoch 448 | 16/20 | 4.08 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.164
[2024-12-12 16:34:52,648][demucs.solver][INFO] - Valid | Epoch 448 | 17/20 | 4.17 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.177
[2024-12-12 16:34:52,828][demucs.solver][INFO] - Valid | Epoch 448 | 18/20 | 4.22 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.154
[2024-12-12 16:34:53,009][demucs.solver][INFO] - Valid | Epoch 448 | 19/20 | 4.28 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.168
[2024-12-12 16:34:53,390][demucs.solver][INFO] - Valid Summary | Epoch 448 | Loss=0.5432 | Reco=0.5432 | Nsdr=1.168 | Best=0.5338 | Bname=main
[2024-12-12 16:34:54,858][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:34:54,858][demucs.solver][INFO] - Training...
[2024-12-12 16:35:01,770][demucs.solver][INFO] - Train | Epoch 449 | 1/14 | 0.39 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 2.1306
[2024-12-12 16:35:02,452][demucs.solver][INFO] - Train | Epoch 449 | 2/14 | 0.52 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 2.0305
[2024-12-12 16:35:03,402][demucs.solver][INFO] - Train | Epoch 449 | 3/14 | 0.60 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 2.0622
[2024-12-12 16:35:04,049][demucs.solver][INFO] - Train | Epoch 449 | 4/14 | 0.68 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.0508
[2024-12-12 16:35:07,582][demucs.solver][INFO] - Train | Epoch 449 | 5/14 | 0.55 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.9777
[2024-12-12 16:35:08,215][demucs.solver][INFO] - Train | Epoch 449 | 6/14 | 0.61 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 2.1621
[2024-12-12 16:35:08,849][demucs.solver][INFO] - Train | Epoch 449 | 7/14 | 0.66 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.1222
[2024-12-12 16:35:09,483][demucs.solver][INFO] - Train | Epoch 449 | 8/14 | 0.70 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.0456
[2024-12-12 16:35:10,118][demucs.solver][INFO] - Train | Epoch 449 | 9/14 | 0.75 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 1.8671
[2024-12-12 16:35:10,750][demucs.solver][INFO] - Train | Epoch 449 | 10/14 | 0.78 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.8968
[2024-12-12 16:35:11,384][demucs.solver][INFO] - Train | Epoch 449 | 11/14 | 0.82 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.9461
[2024-12-12 16:35:12,019][demucs.solver][INFO] - Train | Epoch 449 | 12/14 | 0.85 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.9009
[2024-12-12 16:35:12,651][demucs.solver][INFO] - Train | Epoch 449 | 13/14 | 0.88 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 1.8390
[2024-12-12 16:35:12,991][demucs.solver][INFO] - Train Summary | Epoch 449 | Loss=0.2422 | Reco=0.2422 | Grad=1.8390
[2024-12-12 16:35:12,992][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:35:12,992][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:35:15,253][demucs.solver][INFO] - Valid | Epoch 449 | 1/20 | 3.33 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.252
[2024-12-12 16:35:15,452][demucs.solver][INFO] - Valid | Epoch 449 | 2/20 | 3.75 it/sec | Loss 0.4472 | Reco 0.4472 | Nsdr 1.096
[2024-12-12 16:35:15,639][demucs.solver][INFO] - Valid | Epoch 449 | 3/20 | 4.06 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.146
[2024-12-12 16:35:15,834][demucs.solver][INFO] - Valid | Epoch 449 | 4/20 | 4.23 it/sec | Loss 0.5077 | Reco 0.5077 | Nsdr 1.183
[2024-12-12 16:35:16,031][demucs.solver][INFO] - Valid | Epoch 449 | 5/20 | 4.35 it/sec | Loss 0.5301 | Reco 0.5301 | Nsdr 1.168
[2024-12-12 16:35:16,199][demucs.solver][INFO] - Valid | Epoch 449 | 6/20 | 4.53 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.180
[2024-12-12 16:35:16,380][demucs.solver][INFO] - Valid | Epoch 449 | 7/20 | 4.63 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.194
[2024-12-12 16:35:16,576][demucs.solver][INFO] - Valid | Epoch 449 | 8/20 | 4.68 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.188
[2024-12-12 16:35:16,773][demucs.solver][INFO] - Valid | Epoch 449 | 9/20 | 4.72 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.199
[2024-12-12 16:35:16,967][demucs.solver][INFO] - Valid | Epoch 449 | 10/20 | 4.75 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.184
[2024-12-12 16:35:17,149][demucs.solver][INFO] - Valid | Epoch 449 | 11/20 | 4.81 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.182
[2024-12-12 16:35:17,328][demucs.solver][INFO] - Valid | Epoch 449 | 12/20 | 4.86 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.164
[2024-12-12 16:35:17,510][demucs.solver][INFO] - Valid | Epoch 449 | 13/20 | 4.90 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.170
[2024-12-12 16:35:17,689][demucs.solver][INFO] - Valid | Epoch 449 | 14/20 | 4.94 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.176
[2024-12-12 16:35:17,870][demucs.solver][INFO] - Valid | Epoch 449 | 15/20 | 4.97 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.184
[2024-12-12 16:35:18,039][demucs.solver][INFO] - Valid | Epoch 449 | 16/20 | 5.02 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.191
[2024-12-12 16:35:18,208][demucs.solver][INFO] - Valid | Epoch 449 | 17/20 | 5.06 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.195
[2024-12-12 16:35:18,375][demucs.solver][INFO] - Valid | Epoch 449 | 18/20 | 5.10 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.171
[2024-12-12 16:35:18,546][demucs.solver][INFO] - Valid | Epoch 449 | 19/20 | 5.14 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.182
[2024-12-12 16:35:18,908][demucs.solver][INFO] - Valid Summary | Epoch 449 | Loss=0.5400 | Reco=0.5400 | Nsdr=1.182 | Best=0.5338 | Bname=main
[2024-12-12 16:35:20,327][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:35:20,327][demucs.solver][INFO] - Training...
[2024-12-12 16:35:33,131][demucs.solver][INFO] - Train | Epoch 450 | 1/14 | 0.18 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.1029
[2024-12-12 16:35:34,040][demucs.solver][INFO] - Train | Epoch 450 | 2/14 | 0.25 it/sec | Loss 0.2294 | Reco 0.2294 | Grad 0.7803
[2024-12-12 16:35:34,682][demucs.solver][INFO] - Train | Epoch 450 | 3/14 | 0.32 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 1.6320
[2024-12-12 16:35:35,325][demucs.solver][INFO] - Train | Epoch 450 | 4/14 | 0.38 it/sec | Loss 0.2262 | Reco 0.2262 | Grad 1.3389
[2024-12-12 16:35:35,964][demucs.solver][INFO] - Train | Epoch 450 | 5/14 | 0.43 it/sec | Loss 0.2316 | Reco 0.2316 | Grad 1.2166
[2024-12-12 16:35:36,602][demucs.solver][INFO] - Train | Epoch 450 | 6/14 | 0.48 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 1.4604
[2024-12-12 16:35:37,235][demucs.solver][INFO] - Train | Epoch 450 | 7/14 | 0.53 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 1.3393
[2024-12-12 16:35:37,870][demucs.solver][INFO] - Train | Epoch 450 | 8/14 | 0.57 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 1.2235
[2024-12-12 16:35:38,507][demucs.solver][INFO] - Train | Epoch 450 | 9/14 | 0.61 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 1.2348
[2024-12-12 16:35:39,138][demucs.solver][INFO] - Train | Epoch 450 | 10/14 | 0.64 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.1893
[2024-12-12 16:35:39,770][demucs.solver][INFO] - Train | Epoch 450 | 11/14 | 0.68 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 1.1757
[2024-12-12 16:35:40,406][demucs.solver][INFO] - Train | Epoch 450 | 12/14 | 0.71 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.1265
[2024-12-12 16:35:41,079][demucs.solver][INFO] - Train | Epoch 450 | 13/14 | 0.73 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.2635
[2024-12-12 16:35:41,384][demucs.solver][INFO] - Train Summary | Epoch 450 | Loss=0.2423 | Reco=0.2423 | Grad=1.2635
[2024-12-12 16:35:41,385][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:35:41,385][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:35:43,742][demucs.solver][INFO] - Valid | Epoch 450 | 1/20 | 3.55 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.234
[2024-12-12 16:35:44,600][demucs.solver][INFO] - Valid | Epoch 450 | 2/20 | 2.11 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.085
[2024-12-12 16:35:45,174][demucs.solver][INFO] - Valid | Epoch 450 | 3/20 | 2.00 it/sec | Loss 0.4922 | Reco 0.4922 | Nsdr 1.143
[2024-12-12 16:35:45,619][demucs.solver][INFO] - Valid | Epoch 450 | 4/20 | 2.05 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.173
[2024-12-12 16:35:45,950][demucs.solver][INFO] - Valid | Epoch 450 | 5/20 | 2.16 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.143
[2024-12-12 16:35:46,295][demucs.solver][INFO] - Valid | Epoch 450 | 6/20 | 2.25 it/sec | Loss 0.5166 | Reco 0.5166 | Nsdr 1.159
[2024-12-12 16:35:46,658][demucs.solver][INFO] - Valid | Epoch 450 | 7/20 | 2.30 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.174
[2024-12-12 16:35:46,989][demucs.solver][INFO] - Valid | Epoch 450 | 8/20 | 2.36 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.156
[2024-12-12 16:35:47,351][demucs.solver][INFO] - Valid | Epoch 450 | 9/20 | 2.40 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.164
[2024-12-12 16:35:47,686][demucs.solver][INFO] - Valid | Epoch 450 | 10/20 | 2.44 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.152
[2024-12-12 16:35:48,069][demucs.solver][INFO] - Valid | Epoch 450 | 11/20 | 2.45 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.153
[2024-12-12 16:35:48,499][demucs.solver][INFO] - Valid | Epoch 450 | 12/20 | 2.44 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.135
[2024-12-12 16:35:48,705][demucs.solver][INFO] - Valid | Epoch 450 | 13/20 | 2.53 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.141
[2024-12-12 16:35:48,999][demucs.solver][INFO] - Valid | Epoch 450 | 14/20 | 2.58 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.147
[2024-12-12 16:35:49,331][demucs.solver][INFO] - Valid | Epoch 450 | 15/20 | 2.60 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.153
[2024-12-12 16:35:49,602][demucs.solver][INFO] - Valid | Epoch 450 | 16/20 | 2.65 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.162
[2024-12-12 16:35:49,834][demucs.solver][INFO] - Valid | Epoch 450 | 17/20 | 2.70 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.169
[2024-12-12 16:35:50,132][demucs.solver][INFO] - Valid | Epoch 450 | 18/20 | 2.73 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.147
[2024-12-12 16:35:50,378][demucs.solver][INFO] - Valid | Epoch 450 | 19/20 | 2.78 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.158
[2024-12-12 16:35:50,732][demucs.solver][INFO] - Valid Summary | Epoch 450 | Loss=0.5425 | Reco=0.5425 | Nsdr=1.158 | Best=0.5338 | Bname=main
[2024-12-12 16:35:52,251][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:35:52,251][demucs.solver][INFO] - Training...
[2024-12-12 16:36:01,168][demucs.solver][INFO] - Train | Epoch 451 | 1/14 | 0.27 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.5783
[2024-12-12 16:36:01,811][demucs.solver][INFO] - Train | Epoch 451 | 2/14 | 0.37 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 0.7830
[2024-12-12 16:36:02,459][demucs.solver][INFO] - Train | Epoch 451 | 3/14 | 0.46 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.6448
[2024-12-12 16:36:03,101][demucs.solver][INFO] - Train | Epoch 451 | 4/14 | 0.53 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.5679
[2024-12-12 16:36:03,745][demucs.solver][INFO] - Train | Epoch 451 | 5/14 | 0.60 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.5154
[2024-12-12 16:36:04,381][demucs.solver][INFO] - Train | Epoch 451 | 6/14 | 0.66 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.5311
[2024-12-12 16:36:05,018][demucs.solver][INFO] - Train | Epoch 451 | 7/14 | 0.71 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.6187
[2024-12-12 16:36:05,645][demucs.solver][INFO] - Train | Epoch 451 | 8/14 | 0.76 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.6599
[2024-12-12 16:36:06,273][demucs.solver][INFO] - Train | Epoch 451 | 9/14 | 0.80 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.9168
[2024-12-12 16:36:06,904][demucs.solver][INFO] - Train | Epoch 451 | 10/14 | 0.83 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.9587
[2024-12-12 16:36:07,535][demucs.solver][INFO] - Train | Epoch 451 | 11/14 | 0.87 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.1264
[2024-12-12 16:36:08,166][demucs.solver][INFO] - Train | Epoch 451 | 12/14 | 0.90 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.3264
[2024-12-12 16:36:08,800][demucs.solver][INFO] - Train | Epoch 451 | 13/14 | 0.93 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.2850
[2024-12-12 16:36:09,105][demucs.solver][INFO] - Train Summary | Epoch 451 | Loss=0.2470 | Reco=0.2470 | Grad=1.2850
[2024-12-12 16:36:09,106][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:36:09,106][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:36:11,843][demucs.solver][INFO] - Valid | Epoch 451 | 1/20 | 2.18 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.189
[2024-12-12 16:36:12,027][demucs.solver][INFO] - Valid | Epoch 451 | 2/20 | 2.73 it/sec | Loss 0.4513 | Reco 0.4513 | Nsdr 1.056
[2024-12-12 16:36:12,194][demucs.solver][INFO] - Valid | Epoch 451 | 3/20 | 3.16 it/sec | Loss 0.4953 | Reco 0.4953 | Nsdr 1.114
[2024-12-12 16:36:12,383][demucs.solver][INFO] - Valid | Epoch 451 | 4/20 | 3.43 it/sec | Loss 0.5140 | Reco 0.5140 | Nsdr 1.132
[2024-12-12 16:36:12,564][demucs.solver][INFO] - Valid | Epoch 451 | 5/20 | 3.66 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.088
[2024-12-12 16:36:12,745][demucs.solver][INFO] - Valid | Epoch 451 | 6/20 | 3.85 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.107
[2024-12-12 16:36:12,944][demucs.solver][INFO] - Valid | Epoch 451 | 7/20 | 3.97 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.118
[2024-12-12 16:36:13,112][demucs.solver][INFO] - Valid | Epoch 451 | 8/20 | 4.12 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.095
[2024-12-12 16:36:13,307][demucs.solver][INFO] - Valid | Epoch 451 | 9/20 | 4.20 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.098
[2024-12-12 16:36:13,491][demucs.solver][INFO] - Valid | Epoch 451 | 10/20 | 4.29 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.089
[2024-12-12 16:36:13,686][demucs.solver][INFO] - Valid | Epoch 451 | 11/20 | 4.35 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.092
[2024-12-12 16:36:13,866][demucs.solver][INFO] - Valid | Epoch 451 | 12/20 | 4.42 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.077
[2024-12-12 16:36:14,048][demucs.solver][INFO] - Valid | Epoch 451 | 13/20 | 4.48 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.084
[2024-12-12 16:36:14,245][demucs.solver][INFO] - Valid | Epoch 451 | 14/20 | 4.52 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.090
[2024-12-12 16:36:14,413][demucs.solver][INFO] - Valid | Epoch 451 | 15/20 | 4.59 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.095
[2024-12-12 16:36:14,582][demucs.solver][INFO] - Valid | Epoch 451 | 16/20 | 4.65 it/sec | Loss 0.5779 | Reco 0.5779 | Nsdr 1.103
[2024-12-12 16:36:14,778][demucs.solver][INFO] - Valid | Epoch 451 | 17/20 | 4.67 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.116
[2024-12-12 16:36:14,974][demucs.solver][INFO] - Valid | Epoch 451 | 18/20 | 4.69 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.096
[2024-12-12 16:36:15,129][demucs.solver][INFO] - Valid | Epoch 451 | 19/20 | 4.76 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.107
[2024-12-12 16:36:15,507][demucs.solver][INFO] - Valid Summary | Epoch 451 | Loss=0.5473 | Reco=0.5473 | Nsdr=1.107 | Best=0.5338 | Bname=main
[2024-12-12 16:36:16,979][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:36:16,979][demucs.solver][INFO] - Training...
[2024-12-12 16:36:22,173][demucs.solver][INFO] - Train | Epoch 452 | 1/14 | 0.55 it/sec | Loss 0.2303 | Reco 0.2303 | Grad 1.6353
[2024-12-12 16:36:23,333][demucs.solver][INFO] - Train | Epoch 452 | 2/14 | 0.63 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.6151
[2024-12-12 16:36:26,467][demucs.solver][INFO] - Train | Epoch 452 | 3/14 | 0.50 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 1.6704
[2024-12-12 16:36:27,105][demucs.solver][INFO] - Train | Epoch 452 | 4/14 | 0.58 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.8787
[2024-12-12 16:36:27,746][demucs.solver][INFO] - Train | Epoch 452 | 5/14 | 0.65 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.6990
[2024-12-12 16:36:28,388][demucs.solver][INFO] - Train | Epoch 452 | 6/14 | 0.71 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 1.6804
[2024-12-12 16:36:29,028][demucs.solver][INFO] - Train | Epoch 452 | 7/14 | 0.76 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.5237
[2024-12-12 16:36:29,668][demucs.solver][INFO] - Train | Epoch 452 | 8/14 | 0.81 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 1.3793
[2024-12-12 16:36:30,304][demucs.solver][INFO] - Train | Epoch 452 | 9/14 | 0.85 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.3871
[2024-12-12 16:36:30,942][demucs.solver][INFO] - Train | Epoch 452 | 10/14 | 0.89 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.4523
[2024-12-12 16:36:31,574][demucs.solver][INFO] - Train | Epoch 452 | 11/14 | 0.92 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 1.3607
[2024-12-12 16:36:32,208][demucs.solver][INFO] - Train | Epoch 452 | 12/14 | 0.95 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 1.4236
[2024-12-12 16:36:32,846][demucs.solver][INFO] - Train | Epoch 452 | 13/14 | 0.98 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 1.3578
[2024-12-12 16:36:33,179][demucs.solver][INFO] - Train Summary | Epoch 452 | Loss=0.2513 | Reco=0.2513 | Grad=1.3578
[2024-12-12 16:36:33,180][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:36:33,180][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:36:35,396][demucs.solver][INFO] - Valid | Epoch 452 | 1/20 | 2.82 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.227
[2024-12-12 16:36:35,579][demucs.solver][INFO] - Valid | Epoch 452 | 2/20 | 3.36 it/sec | Loss 0.4496 | Reco 0.4496 | Nsdr 1.076
[2024-12-12 16:36:35,734][demucs.solver][INFO] - Valid | Epoch 452 | 3/20 | 3.82 it/sec | Loss 0.4936 | Reco 0.4936 | Nsdr 1.144
[2024-12-12 16:36:35,914][demucs.solver][INFO] - Valid | Epoch 452 | 4/20 | 4.08 it/sec | Loss 0.5113 | Reco 0.5113 | Nsdr 1.173
[2024-12-12 16:36:36,068][demucs.solver][INFO] - Valid | Epoch 452 | 5/20 | 4.34 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.144
[2024-12-12 16:36:36,263][demucs.solver][INFO] - Valid | Epoch 452 | 6/20 | 4.44 it/sec | Loss 0.5179 | Reco 0.5179 | Nsdr 1.158
[2024-12-12 16:36:36,445][demucs.solver][INFO] - Valid | Epoch 452 | 7/20 | 4.55 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.177
[2024-12-12 16:36:36,629][demucs.solver][INFO] - Valid | Epoch 452 | 8/20 | 4.64 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.162
[2024-12-12 16:36:36,814][demucs.solver][INFO] - Valid | Epoch 452 | 9/20 | 4.70 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.178
[2024-12-12 16:36:36,979][demucs.solver][INFO] - Valid | Epoch 452 | 10/20 | 4.80 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.163
[2024-12-12 16:36:37,147][demucs.solver][INFO] - Valid | Epoch 452 | 11/20 | 4.88 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.161
[2024-12-12 16:36:37,325][demucs.solver][INFO] - Valid | Epoch 452 | 12/20 | 4.93 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.142
[2024-12-12 16:36:37,478][demucs.solver][INFO] - Valid | Epoch 452 | 13/20 | 5.02 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.147
[2024-12-12 16:36:37,646][demucs.solver][INFO] - Valid | Epoch 452 | 14/20 | 5.07 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.153
[2024-12-12 16:36:37,831][demucs.solver][INFO] - Valid | Epoch 452 | 15/20 | 5.09 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.160
[2024-12-12 16:36:37,983][demucs.solver][INFO] - Valid | Epoch 452 | 16/20 | 5.16 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.168
[2024-12-12 16:36:38,165][demucs.solver][INFO] - Valid | Epoch 452 | 17/20 | 5.18 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.175
[2024-12-12 16:36:38,332][demucs.solver][INFO] - Valid | Epoch 452 | 18/20 | 5.21 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.152
[2024-12-12 16:36:38,526][demucs.solver][INFO] - Valid | Epoch 452 | 19/20 | 5.21 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.166
[2024-12-12 16:36:39,011][demucs.solver][INFO] - Valid Summary | Epoch 452 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.166 | Best=0.5338 | Bname=main
[2024-12-12 16:36:40,377][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:36:40,377][demucs.solver][INFO] - Training...
[2024-12-12 16:36:46,276][demucs.solver][INFO] - Train | Epoch 453 | 1/14 | 0.47 it/sec | Loss 0.2724 | Reco 0.2724 | Grad 1.7143
[2024-12-12 16:36:48,710][demucs.solver][INFO] - Train | Epoch 453 | 2/14 | 0.45 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 1.4431
[2024-12-12 16:36:49,366][demucs.solver][INFO] - Train | Epoch 453 | 3/14 | 0.54 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 1.3993
[2024-12-12 16:36:50,011][demucs.solver][INFO] - Train | Epoch 453 | 4/14 | 0.62 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.1856
[2024-12-12 16:36:50,654][demucs.solver][INFO] - Train | Epoch 453 | 5/14 | 0.69 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.0724
[2024-12-12 16:36:51,304][demucs.solver][INFO] - Train | Epoch 453 | 6/14 | 0.75 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.2440
[2024-12-12 16:36:51,953][demucs.solver][INFO] - Train | Epoch 453 | 7/14 | 0.80 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.3206
[2024-12-12 16:36:52,587][demucs.solver][INFO] - Train | Epoch 453 | 8/14 | 0.85 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.3099
[2024-12-12 16:36:53,230][demucs.solver][INFO] - Train | Epoch 453 | 9/14 | 0.89 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.3622
[2024-12-12 16:36:53,863][demucs.solver][INFO] - Train | Epoch 453 | 10/14 | 0.93 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 1.3145
[2024-12-12 16:36:54,495][demucs.solver][INFO] - Train | Epoch 453 | 11/14 | 0.96 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 1.4937
[2024-12-12 16:36:55,129][demucs.solver][INFO] - Train | Epoch 453 | 12/14 | 0.99 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 1.4465
[2024-12-12 16:36:55,764][demucs.solver][INFO] - Train | Epoch 453 | 13/14 | 1.02 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 1.3861
[2024-12-12 16:36:56,102][demucs.solver][INFO] - Train Summary | Epoch 453 | Loss=0.2512 | Reco=0.2512 | Grad=1.3861
[2024-12-12 16:36:56,103][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:36:56,103][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:36:58,864][demucs.solver][INFO] - Valid | Epoch 453 | 1/20 | 1.89 it/sec | Loss 0.5816 | Reco 0.5816 | Nsdr 1.142
[2024-12-12 16:36:59,223][demucs.solver][INFO] - Valid | Epoch 453 | 2/20 | 2.11 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 1.026
[2024-12-12 16:36:59,595][demucs.solver][INFO] - Valid | Epoch 453 | 3/20 | 2.23 it/sec | Loss 0.4976 | Reco 0.4976 | Nsdr 1.070
[2024-12-12 16:36:59,801][demucs.solver][INFO] - Valid | Epoch 453 | 4/20 | 2.50 it/sec | Loss 0.5169 | Reco 0.5169 | Nsdr 1.077
[2024-12-12 16:36:59,984][demucs.solver][INFO] - Valid | Epoch 453 | 5/20 | 2.75 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.036
[2024-12-12 16:37:00,180][demucs.solver][INFO] - Valid | Epoch 453 | 6/20 | 2.94 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.049
[2024-12-12 16:37:00,346][demucs.solver][INFO] - Valid | Epoch 453 | 7/20 | 3.15 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.055
[2024-12-12 16:37:00,499][demucs.solver][INFO] - Valid | Epoch 453 | 8/20 | 3.34 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.029
[2024-12-12 16:37:00,679][demucs.solver][INFO] - Valid | Epoch 453 | 9/20 | 3.48 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.030
[2024-12-12 16:37:00,849][demucs.solver][INFO] - Valid | Epoch 453 | 10/20 | 3.61 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.023
[2024-12-12 16:37:01,032][demucs.solver][INFO] - Valid | Epoch 453 | 11/20 | 3.72 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.026
[2024-12-12 16:37:01,226][demucs.solver][INFO] - Valid | Epoch 453 | 12/20 | 3.80 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.012
[2024-12-12 16:37:01,391][demucs.solver][INFO] - Valid | Epoch 453 | 13/20 | 3.90 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.017
[2024-12-12 16:37:01,559][demucs.solver][INFO] - Valid | Epoch 453 | 14/20 | 3.99 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.022
[2024-12-12 16:37:01,752][demucs.solver][INFO] - Valid | Epoch 453 | 15/20 | 4.05 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.026
[2024-12-12 16:37:01,947][demucs.solver][INFO] - Valid | Epoch 453 | 16/20 | 4.10 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.035
[2024-12-12 16:37:02,114][demucs.solver][INFO] - Valid | Epoch 453 | 17/20 | 4.18 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.048
[2024-12-12 16:37:02,295][demucs.solver][INFO] - Valid | Epoch 453 | 18/20 | 4.23 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.032
[2024-12-12 16:37:02,466][demucs.solver][INFO] - Valid | Epoch 453 | 19/20 | 4.29 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.041
[2024-12-12 16:37:03,055][demucs.solver][INFO] - Valid Summary | Epoch 453 | Loss=0.5518 | Reco=0.5518 | Nsdr=1.041 | Best=0.5338 | Bname=main
[2024-12-12 16:37:04,521][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:37:04,522][demucs.solver][INFO] - Training...
[2024-12-12 16:37:11,350][demucs.solver][INFO] - Train | Epoch 454 | 1/14 | 0.38 it/sec | Loss 0.2343 | Reco 0.2343 | Grad 0.6644
[2024-12-12 16:37:13,953][demucs.solver][INFO] - Train | Epoch 454 | 2/14 | 0.38 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.8073
[2024-12-12 16:37:14,601][demucs.solver][INFO] - Train | Epoch 454 | 3/14 | 0.47 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 2.0224
[2024-12-12 16:37:15,242][demucs.solver][INFO] - Train | Epoch 454 | 4/14 | 0.55 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 1.7154
[2024-12-12 16:37:15,882][demucs.solver][INFO] - Train | Epoch 454 | 5/14 | 0.62 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.8636
[2024-12-12 16:37:16,520][demucs.solver][INFO] - Train | Epoch 454 | 6/14 | 0.67 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 2.1163
[2024-12-12 16:37:17,162][demucs.solver][INFO] - Train | Epoch 454 | 7/14 | 0.73 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.2715
[2024-12-12 16:37:17,808][demucs.solver][INFO] - Train | Epoch 454 | 8/14 | 0.77 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 2.0920
[2024-12-12 16:37:18,486][demucs.solver][INFO] - Train | Epoch 454 | 9/14 | 0.81 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.0821
[2024-12-12 16:37:19,126][demucs.solver][INFO] - Train | Epoch 454 | 10/14 | 0.85 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.1572
[2024-12-12 16:37:19,767][demucs.solver][INFO] - Train | Epoch 454 | 11/14 | 0.88 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.1335
[2024-12-12 16:37:20,407][demucs.solver][INFO] - Train | Epoch 454 | 12/14 | 0.91 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.9875
[2024-12-12 16:37:21,037][demucs.solver][INFO] - Train | Epoch 454 | 13/14 | 0.94 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.8785
[2024-12-12 16:37:21,336][demucs.solver][INFO] - Train Summary | Epoch 454 | Loss=0.2479 | Reco=0.2479 | Grad=1.8785
[2024-12-12 16:37:21,337][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:37:21,337][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:37:23,639][demucs.solver][INFO] - Valid | Epoch 454 | 1/20 | 2.83 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.352
[2024-12-12 16:37:23,892][demucs.solver][INFO] - Valid | Epoch 454 | 2/20 | 3.12 it/sec | Loss 0.4408 | Reco 0.4408 | Nsdr 1.168
[2024-12-12 16:37:24,196][demucs.solver][INFO] - Valid | Epoch 454 | 3/20 | 3.16 it/sec | Loss 0.4839 | Reco 0.4839 | Nsdr 1.231
[2024-12-12 16:37:24,533][demucs.solver][INFO] - Valid | Epoch 454 | 4/20 | 3.12 it/sec | Loss 0.4998 | Reco 0.4998 | Nsdr 1.277
[2024-12-12 16:37:24,804][demucs.solver][INFO] - Valid | Epoch 454 | 5/20 | 3.21 it/sec | Loss 0.5207 | Reco 0.5207 | Nsdr 1.273
[2024-12-12 16:37:25,052][demucs.solver][INFO] - Valid | Epoch 454 | 6/20 | 3.30 it/sec | Loss 0.5052 | Reco 0.5052 | Nsdr 1.283
[2024-12-12 16:37:25,347][demucs.solver][INFO] - Valid | Epoch 454 | 7/20 | 3.31 it/sec | Loss 0.5250 | Reco 0.5250 | Nsdr 1.303
[2024-12-12 16:37:25,543][demucs.solver][INFO] - Valid | Epoch 454 | 8/20 | 3.45 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.300
[2024-12-12 16:37:25,850][demucs.solver][INFO] - Valid | Epoch 454 | 9/20 | 3.43 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.314
[2024-12-12 16:37:26,210][demucs.solver][INFO] - Valid | Epoch 454 | 10/20 | 3.36 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.294
[2024-12-12 16:37:26,746][demucs.solver][INFO] - Valid | Epoch 454 | 11/20 | 3.15 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.290
[2024-12-12 16:37:27,561][demucs.solver][INFO] - Valid | Epoch 454 | 12/20 | 2.81 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.269
[2024-12-12 16:37:28,383][demucs.solver][INFO] - Valid | Epoch 454 | 13/20 | 2.57 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.273
[2024-12-12 16:37:28,803][demucs.solver][INFO] - Valid | Epoch 454 | 14/20 | 2.55 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.279
[2024-12-12 16:37:29,148][demucs.solver][INFO] - Valid | Epoch 454 | 15/20 | 2.57 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.287
[2024-12-12 16:37:29,498][demucs.solver][INFO] - Valid | Epoch 454 | 16/20 | 2.59 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.294
[2024-12-12 16:37:29,887][demucs.solver][INFO] - Valid | Epoch 454 | 17/20 | 2.59 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.297
[2024-12-12 16:37:30,221][demucs.solver][INFO] - Valid | Epoch 454 | 18/20 | 2.61 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.269
[2024-12-12 16:37:30,601][demucs.solver][INFO] - Valid | Epoch 454 | 19/20 | 2.61 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.281
[2024-12-12 16:37:30,970][demucs.solver][INFO] - Valid Summary | Epoch 454 | Loss=0.5314 | Reco=0.5314 | Nsdr=1.281 | Best=0.5314 | Bname=main
[2024-12-12 16:37:30,970][demucs.solver][INFO] - New best valid loss 0.5314
[2024-12-12 16:37:32,940][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:37:32,940][demucs.solver][INFO] - Training...
[2024-12-12 16:37:42,780][demucs.solver][INFO] - Train | Epoch 455 | 1/14 | 0.24 it/sec | Loss 0.2237 | Reco 0.2237 | Grad 1.1442
[2024-12-12 16:37:43,427][demucs.solver][INFO] - Train | Epoch 455 | 2/14 | 0.34 it/sec | Loss 0.2211 | Reco 0.2211 | Grad 1.0886
[2024-12-12 16:37:44,269][demucs.solver][INFO] - Train | Epoch 455 | 3/14 | 0.41 it/sec | Loss 0.2286 | Reco 0.2286 | Grad 1.3988
[2024-12-12 16:37:44,928][demucs.solver][INFO] - Train | Epoch 455 | 4/14 | 0.48 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.8301
[2024-12-12 16:37:45,678][demucs.solver][INFO] - Train | Epoch 455 | 5/14 | 0.54 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.8720
[2024-12-12 16:37:46,367][demucs.solver][INFO] - Train | Epoch 455 | 6/14 | 0.59 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 2.0601
[2024-12-12 16:37:47,062][demucs.solver][INFO] - Train | Epoch 455 | 7/14 | 0.64 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 2.1092
[2024-12-12 16:37:47,745][demucs.solver][INFO] - Train | Epoch 455 | 8/14 | 0.68 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 2.1758
[2024-12-12 16:37:48,384][demucs.solver][INFO] - Train | Epoch 455 | 9/14 | 0.72 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 2.0298
[2024-12-12 16:37:49,023][demucs.solver][INFO] - Train | Epoch 455 | 10/14 | 0.76 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.8662
[2024-12-12 16:37:49,665][demucs.solver][INFO] - Train | Epoch 455 | 11/14 | 0.79 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.8148
[2024-12-12 16:37:50,312][demucs.solver][INFO] - Train | Epoch 455 | 12/14 | 0.82 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 1.8969
[2024-12-12 16:37:51,660][demucs.solver][INFO] - Train | Epoch 455 | 13/14 | 0.82 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.9187
[2024-12-12 16:37:51,975][demucs.solver][INFO] - Train Summary | Epoch 455 | Loss=0.2369 | Reco=0.2369 | Grad=1.9187
[2024-12-12 16:37:51,975][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:37:51,976][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:37:54,535][demucs.solver][INFO] - Valid | Epoch 455 | 1/20 | 2.29 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.273
[2024-12-12 16:37:54,996][demucs.solver][INFO] - Valid | Epoch 455 | 2/20 | 2.25 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.110
[2024-12-12 16:37:55,376][demucs.solver][INFO] - Valid | Epoch 455 | 3/20 | 2.33 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.162
[2024-12-12 16:37:55,714][demucs.solver][INFO] - Valid | Epoch 455 | 4/20 | 2.44 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.204
[2024-12-12 16:37:56,100][demucs.solver][INFO] - Valid | Epoch 455 | 5/20 | 2.46 it/sec | Loss 0.5287 | Reco 0.5287 | Nsdr 1.195
[2024-12-12 16:37:56,522][demucs.solver][INFO] - Valid | Epoch 455 | 6/20 | 2.45 it/sec | Loss 0.5124 | Reco 0.5124 | Nsdr 1.215
[2024-12-12 16:37:56,939][demucs.solver][INFO] - Valid | Epoch 455 | 7/20 | 2.44 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.231
[2024-12-12 16:37:57,245][demucs.solver][INFO] - Valid | Epoch 455 | 8/20 | 2.51 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.227
[2024-12-12 16:37:57,607][demucs.solver][INFO] - Valid | Epoch 455 | 9/20 | 2.53 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.242
[2024-12-12 16:37:57,972][demucs.solver][INFO] - Valid | Epoch 455 | 10/20 | 2.55 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.226
[2024-12-12 16:37:58,376][demucs.solver][INFO] - Valid | Epoch 455 | 11/20 | 2.55 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.225
[2024-12-12 16:37:58,765][demucs.solver][INFO] - Valid | Epoch 455 | 12/20 | 2.55 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.207
[2024-12-12 16:37:59,068][demucs.solver][INFO] - Valid | Epoch 455 | 13/20 | 2.59 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.211
[2024-12-12 16:37:59,285][demucs.solver][INFO] - Valid | Epoch 455 | 14/20 | 2.67 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.218
[2024-12-12 16:37:59,619][demucs.solver][INFO] - Valid | Epoch 455 | 15/20 | 2.69 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.226
[2024-12-12 16:37:59,879][demucs.solver][INFO] - Valid | Epoch 455 | 16/20 | 2.73 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.233
[2024-12-12 16:38:00,279][demucs.solver][INFO] - Valid | Epoch 455 | 17/20 | 2.72 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.231
[2024-12-12 16:38:00,482][demucs.solver][INFO] - Valid | Epoch 455 | 18/20 | 2.79 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.206
[2024-12-12 16:38:00,846][demucs.solver][INFO] - Valid | Epoch 455 | 19/20 | 2.78 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.217
[2024-12-12 16:38:01,190][demucs.solver][INFO] - Valid Summary | Epoch 455 | Loss=0.5384 | Reco=0.5384 | Nsdr=1.217 | Best=0.5314 | Bname=main
[2024-12-12 16:38:02,698][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:38:02,699][demucs.solver][INFO] - Training...
[2024-12-12 16:38:09,240][demucs.solver][INFO] - Train | Epoch 456 | 1/14 | 0.40 it/sec | Loss 0.2306 | Reco 0.2306 | Grad 2.0708
[2024-12-12 16:38:09,893][demucs.solver][INFO] - Train | Epoch 456 | 2/14 | 0.54 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.7533
[2024-12-12 16:38:10,534][demucs.solver][INFO] - Train | Epoch 456 | 3/14 | 0.64 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 1.6434
[2024-12-12 16:38:11,184][demucs.solver][INFO] - Train | Epoch 456 | 4/14 | 0.73 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.8595
[2024-12-12 16:38:11,836][demucs.solver][INFO] - Train | Epoch 456 | 5/14 | 0.80 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.8858
[2024-12-12 16:38:12,488][demucs.solver][INFO] - Train | Epoch 456 | 6/14 | 0.85 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.9277
[2024-12-12 16:38:13,130][demucs.solver][INFO] - Train | Epoch 456 | 7/14 | 0.91 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 1.7266
[2024-12-12 16:38:13,774][demucs.solver][INFO] - Train | Epoch 456 | 8/14 | 0.95 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.6394
[2024-12-12 16:38:14,413][demucs.solver][INFO] - Train | Epoch 456 | 9/14 | 0.99 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 1.6633
[2024-12-12 16:38:15,053][demucs.solver][INFO] - Train | Epoch 456 | 10/14 | 1.02 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 1.6264
[2024-12-12 16:38:15,685][demucs.solver][INFO] - Train | Epoch 456 | 11/14 | 1.05 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.6106
[2024-12-12 16:38:16,314][demucs.solver][INFO] - Train | Epoch 456 | 12/14 | 1.08 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.5892
[2024-12-12 16:38:16,943][demucs.solver][INFO] - Train | Epoch 456 | 13/14 | 1.11 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.6019
[2024-12-12 16:38:17,253][demucs.solver][INFO] - Train Summary | Epoch 456 | Loss=0.2465 | Reco=0.2465 | Grad=1.6019
[2024-12-12 16:38:17,254][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:38:17,254][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:38:19,452][demucs.solver][INFO] - Valid | Epoch 456 | 1/20 | 3.46 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.259
[2024-12-12 16:38:19,638][demucs.solver][INFO] - Valid | Epoch 456 | 2/20 | 3.92 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.093
[2024-12-12 16:38:19,816][demucs.solver][INFO] - Valid | Epoch 456 | 3/20 | 4.24 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.162
[2024-12-12 16:38:20,016][demucs.solver][INFO] - Valid | Epoch 456 | 4/20 | 4.37 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.198
[2024-12-12 16:38:20,200][demucs.solver][INFO] - Valid | Epoch 456 | 5/20 | 4.52 it/sec | Loss 0.5320 | Reco 0.5320 | Nsdr 1.173
[2024-12-12 16:38:20,366][demucs.solver][INFO] - Valid | Epoch 456 | 6/20 | 4.69 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.186
[2024-12-12 16:38:20,534][demucs.solver][INFO] - Valid | Epoch 456 | 7/20 | 4.81 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.204
[2024-12-12 16:38:20,717][demucs.solver][INFO] - Valid | Epoch 456 | 8/20 | 4.88 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.192
[2024-12-12 16:38:20,874][demucs.solver][INFO] - Valid | Epoch 456 | 9/20 | 5.00 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.203
[2024-12-12 16:38:21,071][demucs.solver][INFO] - Valid | Epoch 456 | 10/20 | 5.00 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.188
[2024-12-12 16:38:21,268][demucs.solver][INFO] - Valid | Epoch 456 | 11/20 | 5.01 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.187
[2024-12-12 16:38:21,448][demucs.solver][INFO] - Valid | Epoch 456 | 12/20 | 5.05 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.167
[2024-12-12 16:38:21,602][demucs.solver][INFO] - Valid | Epoch 456 | 13/20 | 5.13 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.171
[2024-12-12 16:38:21,770][demucs.solver][INFO] - Valid | Epoch 456 | 14/20 | 5.18 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.176
[2024-12-12 16:38:21,971][demucs.solver][INFO] - Valid | Epoch 456 | 15/20 | 5.16 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.183
[2024-12-12 16:38:22,164][demucs.solver][INFO] - Valid | Epoch 456 | 16/20 | 5.17 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.190
[2024-12-12 16:38:22,346][demucs.solver][INFO] - Valid | Epoch 456 | 17/20 | 5.18 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.199
[2024-12-12 16:38:22,543][demucs.solver][INFO] - Valid | Epoch 456 | 18/20 | 5.18 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.174
[2024-12-12 16:38:22,725][demucs.solver][INFO] - Valid | Epoch 456 | 19/20 | 5.19 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.187
[2024-12-12 16:38:23,121][demucs.solver][INFO] - Valid Summary | Epoch 456 | Loss=0.5414 | Reco=0.5414 | Nsdr=1.187 | Best=0.5314 | Bname=main
[2024-12-12 16:38:24,544][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:38:24,544][demucs.solver][INFO] - Training...
[2024-12-12 16:38:32,619][demucs.solver][INFO] - Train | Epoch 457 | 1/14 | 0.31 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.3645
[2024-12-12 16:38:33,729][demucs.solver][INFO] - Train | Epoch 457 | 2/14 | 0.39 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.8586
[2024-12-12 16:38:34,395][demucs.solver][INFO] - Train | Epoch 457 | 3/14 | 0.48 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 1.4481
[2024-12-12 16:38:35,045][demucs.solver][INFO] - Train | Epoch 457 | 4/14 | 0.56 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 1.4430
[2024-12-12 16:38:35,692][demucs.solver][INFO] - Train | Epoch 457 | 5/14 | 0.63 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 1.3792
[2024-12-12 16:38:36,341][demucs.solver][INFO] - Train | Epoch 457 | 6/14 | 0.68 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.2383
[2024-12-12 16:38:36,987][demucs.solver][INFO] - Train | Epoch 457 | 7/14 | 0.74 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 1.2361
[2024-12-12 16:38:37,630][demucs.solver][INFO] - Train | Epoch 457 | 8/14 | 0.78 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.1323
[2024-12-12 16:38:38,273][demucs.solver][INFO] - Train | Epoch 457 | 9/14 | 0.82 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.0573
[2024-12-12 16:38:38,913][demucs.solver][INFO] - Train | Epoch 457 | 10/14 | 0.86 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.0210
[2024-12-12 16:38:39,550][demucs.solver][INFO] - Train | Epoch 457 | 11/14 | 0.89 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.0363
[2024-12-12 16:38:41,392][demucs.solver][INFO] - Train | Epoch 457 | 12/14 | 0.85 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 1.0632
[2024-12-12 16:38:42,050][demucs.solver][INFO] - Train | Epoch 457 | 13/14 | 0.88 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.0061
[2024-12-12 16:38:42,390][demucs.solver][INFO] - Train Summary | Epoch 457 | Loss=0.2416 | Reco=0.2416 | Grad=1.0061
[2024-12-12 16:38:42,390][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:38:42,390][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:38:44,533][demucs.solver][INFO] - Valid | Epoch 457 | 1/20 | 3.95 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.323
[2024-12-12 16:38:44,689][demucs.solver][INFO] - Valid | Epoch 457 | 2/20 | 4.53 it/sec | Loss 0.4441 | Reco 0.4441 | Nsdr 1.137
[2024-12-12 16:38:44,876][demucs.solver][INFO] - Valid | Epoch 457 | 3/20 | 4.71 it/sec | Loss 0.4873 | Reco 0.4873 | Nsdr 1.212
[2024-12-12 16:38:45,066][demucs.solver][INFO] - Valid | Epoch 457 | 4/20 | 4.81 it/sec | Loss 0.5035 | Reco 0.5035 | Nsdr 1.260
[2024-12-12 16:38:45,252][demucs.solver][INFO] - Valid | Epoch 457 | 5/20 | 4.89 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.261
[2024-12-12 16:38:45,447][demucs.solver][INFO] - Valid | Epoch 457 | 6/20 | 4.93 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.274
[2024-12-12 16:38:45,631][demucs.solver][INFO] - Valid | Epoch 457 | 7/20 | 4.99 it/sec | Loss 0.5280 | Reco 0.5280 | Nsdr 1.295
[2024-12-12 16:38:45,826][demucs.solver][INFO] - Valid | Epoch 457 | 8/20 | 5.00 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.294
[2024-12-12 16:38:45,994][demucs.solver][INFO] - Valid | Epoch 457 | 9/20 | 5.08 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.310
[2024-12-12 16:38:46,163][demucs.solver][INFO] - Valid | Epoch 457 | 10/20 | 5.15 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.288
[2024-12-12 16:38:46,357][demucs.solver][INFO] - Valid | Epoch 457 | 11/20 | 5.15 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.283
[2024-12-12 16:38:46,511][demucs.solver][INFO] - Valid | Epoch 457 | 12/20 | 5.23 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.261
[2024-12-12 16:38:46,680][demucs.solver][INFO] - Valid | Epoch 457 | 13/20 | 5.28 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.264
[2024-12-12 16:38:46,888][demucs.solver][INFO] - Valid | Epoch 457 | 14/20 | 5.24 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.270
[2024-12-12 16:38:47,086][demucs.solver][INFO] - Valid | Epoch 457 | 15/20 | 5.23 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.278
[2024-12-12 16:38:47,242][demucs.solver][INFO] - Valid | Epoch 457 | 16/20 | 5.29 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.284
[2024-12-12 16:38:47,411][demucs.solver][INFO] - Valid | Epoch 457 | 17/20 | 5.32 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.289
[2024-12-12 16:38:47,581][demucs.solver][INFO] - Valid | Epoch 457 | 18/20 | 5.35 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.259
[2024-12-12 16:38:47,765][demucs.solver][INFO] - Valid | Epoch 457 | 19/20 | 5.35 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.273
[2024-12-12 16:38:48,680][demucs.solver][INFO] - Valid Summary | Epoch 457 | Loss=0.5336 | Reco=0.5336 | Nsdr=1.273 | Best=0.5314 | Bname=main
[2024-12-12 16:38:50,154][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:38:50,154][demucs.solver][INFO] - Training...
[2024-12-12 16:38:57,385][demucs.solver][INFO] - Train | Epoch 458 | 1/14 | 0.35 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 0.3679
[2024-12-12 16:39:03,845][demucs.solver][INFO] - Train | Epoch 458 | 2/14 | 0.25 it/sec | Loss 0.2302 | Reco 0.2302 | Grad 0.3171
[2024-12-12 16:39:04,488][demucs.solver][INFO] - Train | Epoch 458 | 3/14 | 0.31 it/sec | Loss 0.2268 | Reco 0.2268 | Grad 0.3004
[2024-12-12 16:39:05,131][demucs.solver][INFO] - Train | Epoch 458 | 4/14 | 0.37 it/sec | Loss 0.2294 | Reco 0.2294 | Grad 0.2666
[2024-12-12 16:39:05,781][demucs.solver][INFO] - Train | Epoch 458 | 5/14 | 0.43 it/sec | Loss 0.2328 | Reco 0.2328 | Grad 0.3168
[2024-12-12 16:39:06,415][demucs.solver][INFO] - Train | Epoch 458 | 6/14 | 0.48 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 0.3589
[2024-12-12 16:39:07,048][demucs.solver][INFO] - Train | Epoch 458 | 7/14 | 0.52 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.3726
[2024-12-12 16:39:07,679][demucs.solver][INFO] - Train | Epoch 458 | 8/14 | 0.57 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.3779
[2024-12-12 16:39:08,317][demucs.solver][INFO] - Train | Epoch 458 | 9/14 | 0.60 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.4273
[2024-12-12 16:39:08,953][demucs.solver][INFO] - Train | Epoch 458 | 10/14 | 0.64 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.5586
[2024-12-12 16:39:09,589][demucs.solver][INFO] - Train | Epoch 458 | 11/14 | 0.67 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.6414
[2024-12-12 16:39:10,221][demucs.solver][INFO] - Train | Epoch 458 | 12/14 | 0.70 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.6323
[2024-12-12 16:39:10,855][demucs.solver][INFO] - Train | Epoch 458 | 13/14 | 0.73 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 0.7772
[2024-12-12 16:39:11,161][demucs.solver][INFO] - Train Summary | Epoch 458 | Loss=0.2488 | Reco=0.2488 | Grad=0.7772
[2024-12-12 16:39:11,161][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:39:11,161][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:39:13,332][demucs.solver][INFO] - Valid | Epoch 458 | 1/20 | 3.27 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.262
[2024-12-12 16:39:13,636][demucs.solver][INFO] - Valid | Epoch 458 | 2/20 | 3.27 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.095
[2024-12-12 16:39:13,905][demucs.solver][INFO] - Valid | Epoch 458 | 3/20 | 3.38 it/sec | Loss 0.4919 | Reco 0.4919 | Nsdr 1.160
[2024-12-12 16:39:14,125][demucs.solver][INFO] - Valid | Epoch 458 | 4/20 | 3.56 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.194
[2024-12-12 16:39:14,383][demucs.solver][INFO] - Valid | Epoch 458 | 5/20 | 3.61 it/sec | Loss 0.5317 | Reco 0.5317 | Nsdr 1.176
[2024-12-12 16:39:14,622][demucs.solver][INFO] - Valid | Epoch 458 | 6/20 | 3.68 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.186
[2024-12-12 16:39:14,846][demucs.solver][INFO] - Valid | Epoch 458 | 7/20 | 3.76 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.200
[2024-12-12 16:39:15,013][demucs.solver][INFO] - Valid | Epoch 458 | 8/20 | 3.93 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.190
[2024-12-12 16:39:15,210][demucs.solver][INFO] - Valid | Epoch 458 | 9/20 | 4.02 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.203
[2024-12-12 16:39:15,407][demucs.solver][INFO] - Valid | Epoch 458 | 10/20 | 4.09 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.186
[2024-12-12 16:39:15,588][demucs.solver][INFO] - Valid | Epoch 458 | 11/20 | 4.18 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.183
[2024-12-12 16:39:15,743][demucs.solver][INFO] - Valid | Epoch 458 | 12/20 | 4.30 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.163
[2024-12-12 16:39:15,927][demucs.solver][INFO] - Valid | Epoch 458 | 13/20 | 4.37 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.166
[2024-12-12 16:39:16,102][demucs.solver][INFO] - Valid | Epoch 458 | 14/20 | 4.43 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.173
[2024-12-12 16:39:16,284][demucs.solver][INFO] - Valid | Epoch 458 | 15/20 | 4.49 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.180
[2024-12-12 16:39:16,465][demucs.solver][INFO] - Valid | Epoch 458 | 16/20 | 4.54 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.186
[2024-12-12 16:39:16,620][demucs.solver][INFO] - Valid | Epoch 458 | 17/20 | 4.62 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.196
[2024-12-12 16:39:16,803][demucs.solver][INFO] - Valid | Epoch 458 | 18/20 | 4.65 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.171
[2024-12-12 16:39:16,971][demucs.solver][INFO] - Valid | Epoch 458 | 19/20 | 4.70 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.183
[2024-12-12 16:39:17,367][demucs.solver][INFO] - Valid Summary | Epoch 458 | Loss=0.5415 | Reco=0.5415 | Nsdr=1.183 | Best=0.5314 | Bname=main
[2024-12-12 16:39:18,806][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:39:18,807][demucs.solver][INFO] - Training...
[2024-12-12 16:39:27,659][demucs.solver][INFO] - Train | Epoch 459 | 1/14 | 0.28 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.5617
[2024-12-12 16:39:28,308][demucs.solver][INFO] - Train | Epoch 459 | 2/14 | 0.39 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 0.8140
[2024-12-12 16:39:28,950][demucs.solver][INFO] - Train | Epoch 459 | 3/14 | 0.48 it/sec | Loss 0.2635 | Reco 0.2635 | Grad 1.0824
[2024-12-12 16:39:29,596][demucs.solver][INFO] - Train | Epoch 459 | 4/14 | 0.55 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 1.3158
[2024-12-12 16:39:30,242][demucs.solver][INFO] - Train | Epoch 459 | 5/14 | 0.62 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 1.1389
[2024-12-12 16:39:30,885][demucs.solver][INFO] - Train | Epoch 459 | 6/14 | 0.68 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 1.0998
[2024-12-12 16:39:31,527][demucs.solver][INFO] - Train | Epoch 459 | 7/14 | 0.73 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.0785
[2024-12-12 16:39:32,163][demucs.solver][INFO] - Train | Epoch 459 | 8/14 | 0.78 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 1.3438
[2024-12-12 16:39:32,799][demucs.solver][INFO] - Train | Epoch 459 | 9/14 | 0.82 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.3053
[2024-12-12 16:39:33,435][demucs.solver][INFO] - Train | Epoch 459 | 10/14 | 0.85 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.4116
[2024-12-12 16:39:34,073][demucs.solver][INFO] - Train | Epoch 459 | 11/14 | 0.89 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.3381
[2024-12-12 16:39:34,709][demucs.solver][INFO] - Train | Epoch 459 | 12/14 | 0.92 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.3611
[2024-12-12 16:39:35,344][demucs.solver][INFO] - Train | Epoch 459 | 13/14 | 0.95 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.3706
[2024-12-12 16:39:35,671][demucs.solver][INFO] - Train Summary | Epoch 459 | Loss=0.2450 | Reco=0.2450 | Grad=1.3706
[2024-12-12 16:39:35,672][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:39:35,672][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:39:37,947][demucs.solver][INFO] - Valid | Epoch 459 | 1/20 | 3.26 it/sec | Loss 0.5757 | Reco 0.5757 | Nsdr 1.225
[2024-12-12 16:39:38,133][demucs.solver][INFO] - Valid | Epoch 459 | 2/20 | 3.75 it/sec | Loss 0.4498 | Reco 0.4498 | Nsdr 1.063
[2024-12-12 16:39:38,321][demucs.solver][INFO] - Valid | Epoch 459 | 3/20 | 4.05 it/sec | Loss 0.4933 | Reco 0.4933 | Nsdr 1.139
[2024-12-12 16:39:38,521][demucs.solver][INFO] - Valid | Epoch 459 | 4/20 | 4.21 it/sec | Loss 0.5109 | Reco 0.5109 | Nsdr 1.174
[2024-12-12 16:39:38,718][demucs.solver][INFO] - Valid | Epoch 459 | 5/20 | 4.33 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.155
[2024-12-12 16:39:38,918][demucs.solver][INFO] - Valid | Epoch 459 | 6/20 | 4.42 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.168
[2024-12-12 16:39:39,123][demucs.solver][INFO] - Valid | Epoch 459 | 7/20 | 4.47 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.187
[2024-12-12 16:39:39,319][demucs.solver][INFO] - Valid | Epoch 459 | 8/20 | 4.53 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.176
[2024-12-12 16:39:39,490][demucs.solver][INFO] - Valid | Epoch 459 | 9/20 | 4.64 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.189
[2024-12-12 16:39:39,673][demucs.solver][INFO] - Valid | Epoch 459 | 10/20 | 4.70 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.171
[2024-12-12 16:39:39,857][demucs.solver][INFO] - Valid | Epoch 459 | 11/20 | 4.75 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.168
[2024-12-12 16:39:40,026][demucs.solver][INFO] - Valid | Epoch 459 | 12/20 | 4.83 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.149
[2024-12-12 16:39:40,225][demucs.solver][INFO] - Valid | Epoch 459 | 13/20 | 4.84 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.152
[2024-12-12 16:39:40,408][demucs.solver][INFO] - Valid | Epoch 459 | 14/20 | 4.88 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.158
[2024-12-12 16:39:40,589][demucs.solver][INFO] - Valid | Epoch 459 | 15/20 | 4.91 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.165
[2024-12-12 16:39:40,784][demucs.solver][INFO] - Valid | Epoch 459 | 16/20 | 4.93 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.171
[2024-12-12 16:39:40,965][demucs.solver][INFO] - Valid | Epoch 459 | 17/20 | 4.96 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.181
[2024-12-12 16:39:41,134][demucs.solver][INFO] - Valid | Epoch 459 | 18/20 | 5.00 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.156
[2024-12-12 16:39:41,329][demucs.solver][INFO] - Valid | Epoch 459 | 19/20 | 5.00 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.170
[2024-12-12 16:39:41,733][demucs.solver][INFO] - Valid Summary | Epoch 459 | Loss=0.5428 | Reco=0.5428 | Nsdr=1.170 | Best=0.5314 | Bname=main
[2024-12-12 16:39:43,207][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:39:43,207][demucs.solver][INFO] - Training...
[2024-12-12 16:39:48,705][demucs.solver][INFO] - Train | Epoch 460 | 1/14 | 0.51 it/sec | Loss 0.2812 | Reco 0.2812 | Grad 1.9434
[2024-12-12 16:39:50,968][demucs.solver][INFO] - Train | Epoch 460 | 2/14 | 0.48 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 1.4665
[2024-12-12 16:39:51,621][demucs.solver][INFO] - Train | Epoch 460 | 3/14 | 0.58 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 1.2144
[2024-12-12 16:39:52,335][demucs.solver][INFO] - Train | Epoch 460 | 4/14 | 0.66 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 1.2764
[2024-12-12 16:39:53,001][demucs.solver][INFO] - Train | Epoch 460 | 5/14 | 0.73 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 1.3701
[2024-12-12 16:39:53,655][demucs.solver][INFO] - Train | Epoch 460 | 6/14 | 0.79 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 1.2696
[2024-12-12 16:39:54,557][demucs.solver][INFO] - Train | Epoch 460 | 7/14 | 0.82 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.2153
[2024-12-12 16:39:55,205][demucs.solver][INFO] - Train | Epoch 460 | 8/14 | 0.86 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.1181
[2024-12-12 16:39:55,852][demucs.solver][INFO] - Train | Epoch 460 | 9/14 | 0.90 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.0494
[2024-12-12 16:39:56,539][demucs.solver][INFO] - Train | Epoch 460 | 10/14 | 0.93 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.0380
[2024-12-12 16:39:57,179][demucs.solver][INFO] - Train | Epoch 460 | 11/14 | 0.97 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.1757
[2024-12-12 16:39:57,870][demucs.solver][INFO] - Train | Epoch 460 | 12/14 | 0.99 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.2474
[2024-12-12 16:39:58,506][demucs.solver][INFO] - Train | Epoch 460 | 13/14 | 1.02 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.1771
[2024-12-12 16:39:58,818][demucs.solver][INFO] - Train Summary | Epoch 460 | Loss=0.2474 | Reco=0.2474 | Grad=1.1771
[2024-12-12 16:39:58,819][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:39:58,819][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:40:01,124][demucs.solver][INFO] - Valid | Epoch 460 | 1/20 | 3.25 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.259
[2024-12-12 16:40:01,328][demucs.solver][INFO] - Valid | Epoch 460 | 2/20 | 3.66 it/sec | Loss 0.4485 | Reco 0.4485 | Nsdr 1.087
[2024-12-12 16:40:01,551][demucs.solver][INFO] - Valid | Epoch 460 | 3/20 | 3.84 it/sec | Loss 0.4925 | Reco 0.4925 | Nsdr 1.157
[2024-12-12 16:40:01,774][demucs.solver][INFO] - Valid | Epoch 460 | 4/20 | 3.95 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.196
[2024-12-12 16:40:02,008][demucs.solver][INFO] - Valid | Epoch 460 | 5/20 | 4.00 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.182
[2024-12-12 16:40:02,271][demucs.solver][INFO] - Valid | Epoch 460 | 6/20 | 3.97 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.194
[2024-12-12 16:40:02,528][demucs.solver][INFO] - Valid | Epoch 460 | 7/20 | 3.96 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.213
[2024-12-12 16:40:02,728][demucs.solver][INFO] - Valid | Epoch 460 | 8/20 | 4.06 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.207
[2024-12-12 16:40:03,161][demucs.solver][INFO] - Valid | Epoch 460 | 9/20 | 3.77 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.222
[2024-12-12 16:40:03,516][demucs.solver][INFO] - Valid | Epoch 460 | 10/20 | 3.66 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.204
[2024-12-12 16:40:03,699][demucs.solver][INFO] - Valid | Epoch 460 | 11/20 | 3.76 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.200
[2024-12-12 16:40:03,867][demucs.solver][INFO] - Valid | Epoch 460 | 12/20 | 3.87 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.179
[2024-12-12 16:40:04,063][demucs.solver][INFO] - Valid | Epoch 460 | 13/20 | 3.94 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.181
[2024-12-12 16:40:04,259][demucs.solver][INFO] - Valid | Epoch 460 | 14/20 | 4.00 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.188
[2024-12-12 16:40:04,455][demucs.solver][INFO] - Valid | Epoch 460 | 15/20 | 4.05 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.195
[2024-12-12 16:40:04,635][demucs.solver][INFO] - Valid | Epoch 460 | 16/20 | 4.12 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.202
[2024-12-12 16:40:04,819][demucs.solver][INFO] - Valid | Epoch 460 | 17/20 | 4.18 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.210
[2024-12-12 16:40:04,989][demucs.solver][INFO] - Valid | Epoch 460 | 18/20 | 4.24 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.184
[2024-12-12 16:40:05,187][demucs.solver][INFO] - Valid | Epoch 460 | 19/20 | 4.28 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.197
[2024-12-12 16:40:05,569][demucs.solver][INFO] - Valid Summary | Epoch 460 | Loss=0.5407 | Reco=0.5407 | Nsdr=1.197 | Best=0.5314 | Bname=main
[2024-12-12 16:40:05,570][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:40:05,570][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 16:40:19,232][demucs.evaluate][INFO] - Eval | 1/20 | 0.30 it/sec
[2024-12-12 16:40:22,784][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 16:40:26,275][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 16:40:29,637][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 16:40:32,999][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 16:40:36,482][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 16:40:39,858][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 16:40:43,228][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 16:40:46,583][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 16:40:49,945][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 16:40:53,410][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 16:40:56,734][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 16:41:00,087][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 16:41:03,429][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 16:41:06,824][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 16:41:10,181][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 16:41:13,647][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 16:41:16,995][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 16:41:20,384][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 16:41:20,404][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 101.18 it/sec
[2024-12-12 16:41:20,418][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 90.11 it/sec
[2024-12-12 16:41:20,428][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 91.98 it/sec
[2024-12-12 16:41:20,439][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 91.38 it/sec
[2024-12-12 16:41:20,448][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 94.38 it/sec
[2024-12-12 16:41:20,458][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 95.04 it/sec
[2024-12-12 16:41:20,468][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 95.61 it/sec
[2024-12-12 16:41:20,475][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 99.07 it/sec
[2024-12-12 16:41:20,483][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 101.40 it/sec
[2024-12-12 16:41:20,490][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 103.59 it/sec
[2024-12-12 16:41:20,499][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 104.61 it/sec
[2024-12-12 16:41:20,509][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 104.00 it/sec
[2024-12-12 16:41:20,535][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 92.79 it/sec
[2024-12-12 16:41:20,545][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 93.56 it/sec
[2024-12-12 16:41:20,555][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 93.83 it/sec
[2024-12-12 16:41:20,562][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 95.40 it/sec
[2024-12-12 16:41:20,573][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 95.60 it/sec
[2024-12-12 16:41:20,580][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 96.95 it/sec
[2024-12-12 16:41:20,589][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 97.48 it/sec
[2024-12-12 16:41:20,657][demucs.solver][INFO] - Test Summary | Epoch 460 | Nsdr=1.072 | Nsdr_drums=1.037 | Nsdr_bass=1.074 | Nsdr_other=1.105 | Nsdr_vocals=1.073
[2024-12-12 16:41:21,982][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:41:21,983][demucs.solver][INFO] - Training...
[2024-12-12 16:41:31,287][demucs.solver][INFO] - Train | Epoch 461 | 1/14 | 0.26 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.0202
[2024-12-12 16:41:31,936][demucs.solver][INFO] - Train | Epoch 461 | 2/14 | 0.35 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 1.9772
[2024-12-12 16:41:32,586][demucs.solver][INFO] - Train | Epoch 461 | 3/14 | 0.44 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.7149
[2024-12-12 16:41:33,226][demucs.solver][INFO] - Train | Epoch 461 | 4/14 | 0.51 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.6163
[2024-12-12 16:41:33,867][demucs.solver][INFO] - Train | Epoch 461 | 5/14 | 0.58 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 1.6350
[2024-12-12 16:41:34,513][demucs.solver][INFO] - Train | Epoch 461 | 6/14 | 0.63 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.5679
[2024-12-12 16:41:35,157][demucs.solver][INFO] - Train | Epoch 461 | 7/14 | 0.69 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.4383
[2024-12-12 16:41:35,795][demucs.solver][INFO] - Train | Epoch 461 | 8/14 | 0.73 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 1.3185
[2024-12-12 16:41:36,423][demucs.solver][INFO] - Train | Epoch 461 | 9/14 | 0.77 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.2973
[2024-12-12 16:41:37,059][demucs.solver][INFO] - Train | Epoch 461 | 10/14 | 0.81 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.2903
[2024-12-12 16:41:37,693][demucs.solver][INFO] - Train | Epoch 461 | 11/14 | 0.84 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 1.3216
[2024-12-12 16:41:38,323][demucs.solver][INFO] - Train | Epoch 461 | 12/14 | 0.88 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 1.2441
[2024-12-12 16:41:38,953][demucs.solver][INFO] - Train | Epoch 461 | 13/14 | 0.90 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 1.3270
[2024-12-12 16:41:39,274][demucs.solver][INFO] - Train Summary | Epoch 461 | Loss=0.2397 | Reco=0.2397 | Grad=1.3270
[2024-12-12 16:41:39,274][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:41:39,275][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:41:41,478][demucs.solver][INFO] - Valid | Epoch 461 | 1/20 | 3.38 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.211
[2024-12-12 16:41:41,680][demucs.solver][INFO] - Valid | Epoch 461 | 2/20 | 3.78 it/sec | Loss 0.4507 | Reco 0.4507 | Nsdr 1.057
[2024-12-12 16:41:41,925][demucs.solver][INFO] - Valid | Epoch 461 | 3/20 | 3.85 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.111
[2024-12-12 16:41:42,408][demucs.solver][INFO] - Valid | Epoch 461 | 4/20 | 3.29 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.136
[2024-12-12 16:41:42,630][demucs.solver][INFO] - Valid | Epoch 461 | 5/20 | 3.44 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.111
[2024-12-12 16:41:43,023][demucs.solver][INFO] - Valid | Epoch 461 | 6/20 | 3.28 it/sec | Loss 0.5198 | Reco 0.5198 | Nsdr 1.123
[2024-12-12 16:41:43,275][demucs.solver][INFO] - Valid | Epoch 461 | 7/20 | 3.35 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.135
[2024-12-12 16:41:44,082][demucs.solver][INFO] - Valid | Epoch 461 | 8/20 | 2.82 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.121
[2024-12-12 16:41:44,933][demucs.solver][INFO] - Valid | Epoch 461 | 9/20 | 2.47 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.132
[2024-12-12 16:41:45,728][demucs.solver][INFO] - Valid | Epoch 461 | 10/20 | 2.27 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.117
[2024-12-12 16:41:46,458][demucs.solver][INFO] - Valid | Epoch 461 | 11/20 | 2.15 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.116
[2024-12-12 16:41:47,221][demucs.solver][INFO] - Valid | Epoch 461 | 12/20 | 2.05 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.099
[2024-12-12 16:41:47,943][demucs.solver][INFO] - Valid | Epoch 461 | 13/20 | 1.98 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.104
[2024-12-12 16:41:48,662][demucs.solver][INFO] - Valid | Epoch 461 | 14/20 | 1.93 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.109
[2024-12-12 16:41:49,154][demucs.solver][INFO] - Valid | Epoch 461 | 15/20 | 1.94 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.115
[2024-12-12 16:41:49,387][demucs.solver][INFO] - Valid | Epoch 461 | 16/20 | 2.00 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.122
[2024-12-12 16:41:49,596][demucs.solver][INFO] - Valid | Epoch 461 | 17/20 | 2.07 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.132
[2024-12-12 16:41:49,771][demucs.solver][INFO] - Valid | Epoch 461 | 18/20 | 2.14 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.110
[2024-12-12 16:41:49,964][demucs.solver][INFO] - Valid | Epoch 461 | 19/20 | 2.20 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.120
[2024-12-12 16:41:50,354][demucs.solver][INFO] - Valid Summary | Epoch 461 | Loss=0.5463 | Reco=0.5463 | Nsdr=1.120 | Best=0.5314 | Bname=main
[2024-12-12 16:41:51,841][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:41:51,841][demucs.solver][INFO] - Training...
[2024-12-12 16:41:59,619][demucs.solver][INFO] - Train | Epoch 462 | 1/14 | 0.32 it/sec | Loss 0.2779 | Reco 0.2779 | Grad 1.1236
[2024-12-12 16:42:00,498][demucs.solver][INFO] - Train | Epoch 462 | 2/14 | 0.42 it/sec | Loss 0.2664 | Reco 0.2664 | Grad 0.8274
[2024-12-12 16:42:01,335][demucs.solver][INFO] - Train | Epoch 462 | 3/14 | 0.50 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.8757
[2024-12-12 16:42:02,511][demucs.solver][INFO] - Train | Epoch 462 | 4/14 | 0.55 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 0.9786
[2024-12-12 16:42:03,286][demucs.solver][INFO] - Train | Epoch 462 | 5/14 | 0.61 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.9289
[2024-12-12 16:42:03,932][demucs.solver][INFO] - Train | Epoch 462 | 6/14 | 0.67 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.8723
[2024-12-12 16:42:04,571][demucs.solver][INFO] - Train | Epoch 462 | 7/14 | 0.72 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 0.8187
[2024-12-12 16:42:05,207][demucs.solver][INFO] - Train | Epoch 462 | 8/14 | 0.76 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 0.8941
[2024-12-12 16:42:05,844][demucs.solver][INFO] - Train | Epoch 462 | 9/14 | 0.80 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 0.8780
[2024-12-12 16:42:06,482][demucs.solver][INFO] - Train | Epoch 462 | 10/14 | 0.84 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.8397
[2024-12-12 16:42:07,146][demucs.solver][INFO] - Train | Epoch 462 | 11/14 | 0.87 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 0.8788
[2024-12-12 16:42:07,786][demucs.solver][INFO] - Train | Epoch 462 | 12/14 | 0.90 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 0.8976
[2024-12-12 16:42:08,420][demucs.solver][INFO] - Train | Epoch 462 | 13/14 | 0.93 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 0.8898
[2024-12-12 16:42:08,719][demucs.solver][INFO] - Train Summary | Epoch 462 | Loss=0.2400 | Reco=0.2400 | Grad=0.8898
[2024-12-12 16:42:08,720][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:42:08,720][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:42:11,216][demucs.solver][INFO] - Valid | Epoch 462 | 1/20 | 2.45 it/sec | Loss 0.5840 | Reco 0.5840 | Nsdr 1.100
[2024-12-12 16:42:11,526][demucs.solver][INFO] - Valid | Epoch 462 | 2/20 | 2.66 it/sec | Loss 0.4557 | Reco 0.4557 | Nsdr 0.973
[2024-12-12 16:42:11,799][demucs.solver][INFO] - Valid | Epoch 462 | 3/20 | 2.86 it/sec | Loss 0.5005 | Reco 0.5005 | Nsdr 1.032
[2024-12-12 16:42:12,090][demucs.solver][INFO] - Valid | Epoch 462 | 4/20 | 2.96 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.049
[2024-12-12 16:42:12,346][demucs.solver][INFO] - Valid | Epoch 462 | 5/20 | 3.08 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.012
[2024-12-12 16:42:12,542][demucs.solver][INFO] - Valid | Epoch 462 | 6/20 | 3.27 it/sec | Loss 0.5272 | Reco 0.5272 | Nsdr 1.028
[2024-12-12 16:42:12,728][demucs.solver][INFO] - Valid | Epoch 462 | 7/20 | 3.43 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.038
[2024-12-12 16:42:12,913][demucs.solver][INFO] - Valid | Epoch 462 | 8/20 | 3.58 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.020
[2024-12-12 16:42:13,095][demucs.solver][INFO] - Valid | Epoch 462 | 9/20 | 3.71 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.030
[2024-12-12 16:42:13,276][demucs.solver][INFO] - Valid | Epoch 462 | 10/20 | 3.82 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.019
[2024-12-12 16:42:13,430][demucs.solver][INFO] - Valid | Epoch 462 | 11/20 | 3.96 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.021
[2024-12-12 16:42:13,610][demucs.solver][INFO] - Valid | Epoch 462 | 12/20 | 4.05 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.007
[2024-12-12 16:42:13,804][demucs.solver][INFO] - Valid | Epoch 462 | 13/20 | 4.11 it/sec | Loss 0.5808 | Reco 0.5808 | Nsdr 1.013
[2024-12-12 16:42:14,000][demucs.solver][INFO] - Valid | Epoch 462 | 14/20 | 4.16 it/sec | Loss 0.5782 | Reco 0.5782 | Nsdr 1.020
[2024-12-12 16:42:14,179][demucs.solver][INFO] - Valid | Epoch 462 | 15/20 | 4.23 it/sec | Loss 0.5796 | Reco 0.5796 | Nsdr 1.025
[2024-12-12 16:42:14,356][demucs.solver][INFO] - Valid | Epoch 462 | 16/20 | 4.30 it/sec | Loss 0.5833 | Reco 0.5833 | Nsdr 1.032
[2024-12-12 16:42:14,548][demucs.solver][INFO] - Valid | Epoch 462 | 17/20 | 4.34 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.041
[2024-12-12 16:42:14,730][demucs.solver][INFO] - Valid | Epoch 462 | 18/20 | 4.39 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.022
[2024-12-12 16:42:14,897][demucs.solver][INFO] - Valid | Epoch 462 | 19/20 | 4.45 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.034
[2024-12-12 16:42:15,270][demucs.solver][INFO] - Valid Summary | Epoch 462 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.034 | Best=0.5314 | Bname=main
[2024-12-12 16:42:16,612][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:42:16,613][demucs.solver][INFO] - Training...
[2024-12-12 16:42:25,339][demucs.solver][INFO] - Train | Epoch 463 | 1/14 | 0.28 it/sec | Loss 0.2655 | Reco 0.2655 | Grad 2.8136
[2024-12-12 16:42:25,985][demucs.solver][INFO] - Train | Epoch 463 | 2/14 | 0.39 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.1805
[2024-12-12 16:42:26,631][demucs.solver][INFO] - Train | Epoch 463 | 3/14 | 0.48 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.9712
[2024-12-12 16:42:27,277][demucs.solver][INFO] - Train | Epoch 463 | 4/14 | 0.55 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.0026
[2024-12-12 16:42:27,943][demucs.solver][INFO] - Train | Epoch 463 | 5/14 | 0.62 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.9262
[2024-12-12 16:42:28,601][demucs.solver][INFO] - Train | Epoch 463 | 6/14 | 0.67 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.1114
[2024-12-12 16:42:29,239][demucs.solver][INFO] - Train | Epoch 463 | 7/14 | 0.73 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 1.9717
[2024-12-12 16:42:29,877][demucs.solver][INFO] - Train | Epoch 463 | 8/14 | 0.77 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.8954
[2024-12-12 16:42:30,507][demucs.solver][INFO] - Train | Epoch 463 | 9/14 | 0.81 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.9299
[2024-12-12 16:42:31,138][demucs.solver][INFO] - Train | Epoch 463 | 10/14 | 0.85 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.9343
[2024-12-12 16:42:31,768][demucs.solver][INFO] - Train | Epoch 463 | 11/14 | 0.89 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 2.0338
[2024-12-12 16:42:32,400][demucs.solver][INFO] - Train | Epoch 463 | 12/14 | 0.92 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.9196
[2024-12-12 16:42:33,034][demucs.solver][INFO] - Train | Epoch 463 | 13/14 | 0.95 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.8959
[2024-12-12 16:42:33,381][demucs.solver][INFO] - Train Summary | Epoch 463 | Loss=0.2508 | Reco=0.2508 | Grad=1.8959
[2024-12-12 16:42:33,382][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:42:33,382][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:42:35,990][demucs.solver][INFO] - Valid | Epoch 463 | 1/20 | 1.94 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.326
[2024-12-12 16:42:36,383][demucs.solver][INFO] - Valid | Epoch 463 | 2/20 | 2.10 it/sec | Loss 0.4445 | Reco 0.4445 | Nsdr 1.135
[2024-12-12 16:42:36,818][demucs.solver][INFO] - Valid | Epoch 463 | 3/20 | 2.15 it/sec | Loss 0.4879 | Reco 0.4879 | Nsdr 1.203
[2024-12-12 16:42:37,023][demucs.solver][INFO] - Valid | Epoch 463 | 4/20 | 2.42 it/sec | Loss 0.5044 | Reco 0.5044 | Nsdr 1.248
[2024-12-12 16:42:37,207][demucs.solver][INFO] - Valid | Epoch 463 | 5/20 | 2.67 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.242
[2024-12-12 16:42:37,390][demucs.solver][INFO] - Valid | Epoch 463 | 6/20 | 2.88 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.252
[2024-12-12 16:42:37,572][demucs.solver][INFO] - Valid | Epoch 463 | 7/20 | 3.06 it/sec | Loss 0.5297 | Reco 0.5297 | Nsdr 1.269
[2024-12-12 16:42:37,768][demucs.solver][INFO] - Valid | Epoch 463 | 8/20 | 3.20 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.265
[2024-12-12 16:42:37,925][demucs.solver][INFO] - Valid | Epoch 463 | 9/20 | 3.37 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.281
[2024-12-12 16:42:38,111][demucs.solver][INFO] - Valid | Epoch 463 | 10/20 | 3.49 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.261
[2024-12-12 16:42:38,304][demucs.solver][INFO] - Valid | Epoch 463 | 11/20 | 3.59 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.256
[2024-12-12 16:42:38,478][demucs.solver][INFO] - Valid | Epoch 463 | 12/20 | 3.69 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.234
[2024-12-12 16:42:38,675][demucs.solver][INFO] - Valid | Epoch 463 | 13/20 | 3.77 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.237
[2024-12-12 16:42:38,860][demucs.solver][INFO] - Valid | Epoch 463 | 14/20 | 3.84 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.243
[2024-12-12 16:42:39,045][demucs.solver][INFO] - Valid | Epoch 463 | 15/20 | 3.91 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.251
[2024-12-12 16:42:39,227][demucs.solver][INFO] - Valid | Epoch 463 | 16/20 | 3.98 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.256
[2024-12-12 16:42:39,423][demucs.solver][INFO] - Valid | Epoch 463 | 17/20 | 4.03 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.263
[2024-12-12 16:42:39,590][demucs.solver][INFO] - Valid | Epoch 463 | 18/20 | 4.10 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.235
[2024-12-12 16:42:39,761][demucs.solver][INFO] - Valid | Epoch 463 | 19/20 | 4.16 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.247
[2024-12-12 16:42:40,171][demucs.solver][INFO] - Valid Summary | Epoch 463 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.247 | Best=0.5314 | Bname=main
[2024-12-12 16:42:41,555][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:42:41,555][demucs.solver][INFO] - Training...
[2024-12-12 16:42:49,676][demucs.solver][INFO] - Train | Epoch 464 | 1/14 | 0.31 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 2.3385
[2024-12-12 16:42:50,331][demucs.solver][INFO] - Train | Epoch 464 | 2/14 | 0.42 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 2.1761
[2024-12-12 16:42:50,988][demucs.solver][INFO] - Train | Epoch 464 | 3/14 | 0.51 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 1.7719
[2024-12-12 16:42:51,629][demucs.solver][INFO] - Train | Epoch 464 | 4/14 | 0.59 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 1.7526
[2024-12-12 16:42:52,270][demucs.solver][INFO] - Train | Epoch 464 | 5/14 | 0.66 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 1.7490
[2024-12-12 16:42:53,715][demucs.solver][INFO] - Train | Epoch 464 | 6/14 | 0.66 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.8688
[2024-12-12 16:42:54,348][demucs.solver][INFO] - Train | Epoch 464 | 7/14 | 0.72 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.6616
[2024-12-12 16:42:54,979][demucs.solver][INFO] - Train | Epoch 464 | 8/14 | 0.76 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.6629
[2024-12-12 16:42:55,611][demucs.solver][INFO] - Train | Epoch 464 | 9/14 | 0.80 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.5793
[2024-12-12 16:42:56,240][demucs.solver][INFO] - Train | Epoch 464 | 10/14 | 0.84 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.5407
[2024-12-12 16:42:56,875][demucs.solver][INFO] - Train | Epoch 464 | 11/14 | 0.88 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.5602
[2024-12-12 16:42:57,508][demucs.solver][INFO] - Train | Epoch 464 | 12/14 | 0.91 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.6390
[2024-12-12 16:42:58,143][demucs.solver][INFO] - Train | Epoch 464 | 13/14 | 0.93 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.6195
[2024-12-12 16:42:58,453][demucs.solver][INFO] - Train Summary | Epoch 464 | Loss=0.2474 | Reco=0.2474 | Grad=1.6195
[2024-12-12 16:42:58,453][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:42:58,453][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:43:00,900][demucs.solver][INFO] - Valid | Epoch 464 | 1/20 | 2.39 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.312
[2024-12-12 16:43:01,234][demucs.solver][INFO] - Valid | Epoch 464 | 2/20 | 2.56 it/sec | Loss 0.4449 | Reco 0.4449 | Nsdr 1.132
[2024-12-12 16:43:01,528][demucs.solver][INFO] - Valid | Epoch 464 | 3/20 | 2.73 it/sec | Loss 0.4887 | Reco 0.4887 | Nsdr 1.202
[2024-12-12 16:43:01,730][demucs.solver][INFO] - Valid | Epoch 464 | 4/20 | 3.00 it/sec | Loss 0.5060 | Reco 0.5060 | Nsdr 1.238
[2024-12-12 16:43:01,929][demucs.solver][INFO] - Valid | Epoch 464 | 5/20 | 3.22 it/sec | Loss 0.5283 | Reco 0.5283 | Nsdr 1.215
[2024-12-12 16:43:02,111][demucs.solver][INFO] - Valid | Epoch 464 | 6/20 | 3.42 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.229
[2024-12-12 16:43:02,265][demucs.solver][INFO] - Valid | Epoch 464 | 7/20 | 3.63 it/sec | Loss 0.5326 | Reco 0.5326 | Nsdr 1.247
[2024-12-12 16:43:02,447][demucs.solver][INFO] - Valid | Epoch 464 | 8/20 | 3.78 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.235
[2024-12-12 16:43:02,631][demucs.solver][INFO] - Valid | Epoch 464 | 9/20 | 3.90 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.252
[2024-12-12 16:43:02,811][demucs.solver][INFO] - Valid | Epoch 464 | 10/20 | 4.00 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.236
[2024-12-12 16:43:02,981][demucs.solver][INFO] - Valid | Epoch 464 | 11/20 | 4.11 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.233
[2024-12-12 16:43:03,149][demucs.solver][INFO] - Valid | Epoch 464 | 12/20 | 4.21 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.212
[2024-12-12 16:43:03,343][demucs.solver][INFO] - Valid | Epoch 464 | 13/20 | 4.27 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.215
[2024-12-12 16:43:03,523][demucs.solver][INFO] - Valid | Epoch 464 | 14/20 | 4.34 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.221
[2024-12-12 16:43:03,717][demucs.solver][INFO] - Valid | Epoch 464 | 15/20 | 4.38 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.228
[2024-12-12 16:43:03,889][demucs.solver][INFO] - Valid | Epoch 464 | 16/20 | 4.44 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.234
[2024-12-12 16:43:04,055][demucs.solver][INFO] - Valid | Epoch 464 | 17/20 | 4.51 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.244
[2024-12-12 16:43:04,211][demucs.solver][INFO] - Valid | Epoch 464 | 18/20 | 4.58 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.218
[2024-12-12 16:43:04,393][demucs.solver][INFO] - Valid | Epoch 464 | 19/20 | 4.62 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.232
[2024-12-12 16:43:04,774][demucs.solver][INFO] - Valid Summary | Epoch 464 | Loss=0.5377 | Reco=0.5377 | Nsdr=1.232 | Best=0.5314 | Bname=main
[2024-12-12 16:43:06,151][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:43:06,151][demucs.solver][INFO] - Training...
[2024-12-12 16:43:16,176][demucs.solver][INFO] - Train | Epoch 465 | 1/14 | 0.24 it/sec | Loss 0.2767 | Reco 0.2767 | Grad 1.1423
[2024-12-12 16:43:17,116][demucs.solver][INFO] - Train | Epoch 465 | 2/14 | 0.32 it/sec | Loss 0.2687 | Reco 0.2687 | Grad 0.8578
[2024-12-12 16:43:17,799][demucs.solver][INFO] - Train | Epoch 465 | 3/14 | 0.40 it/sec | Loss 0.2643 | Reco 0.2643 | Grad 1.3472
[2024-12-12 16:43:18,449][demucs.solver][INFO] - Train | Epoch 465 | 4/14 | 0.47 it/sec | Loss 0.2654 | Reco 0.2654 | Grad 1.4252
[2024-12-12 16:43:19,156][demucs.solver][INFO] - Train | Epoch 465 | 5/14 | 0.53 it/sec | Loss 0.2612 | Reco 0.2612 | Grad 1.7707
[2024-12-12 16:43:19,883][demucs.solver][INFO] - Train | Epoch 465 | 6/14 | 0.58 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 1.9729
[2024-12-12 16:43:20,528][demucs.solver][INFO] - Train | Epoch 465 | 7/14 | 0.63 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 1.7684
[2024-12-12 16:43:21,206][demucs.solver][INFO] - Train | Epoch 465 | 8/14 | 0.67 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 1.6666
[2024-12-12 16:43:21,853][demucs.solver][INFO] - Train | Epoch 465 | 9/14 | 0.71 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 1.6878
[2024-12-12 16:43:22,504][demucs.solver][INFO] - Train | Epoch 465 | 10/14 | 0.75 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 1.5662
[2024-12-12 16:43:23,145][demucs.solver][INFO] - Train | Epoch 465 | 11/14 | 0.78 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 1.9517
[2024-12-12 16:43:23,788][demucs.solver][INFO] - Train | Epoch 465 | 12/14 | 0.81 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 1.9185
[2024-12-12 16:43:24,426][demucs.solver][INFO] - Train | Epoch 465 | 13/14 | 0.84 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 1.9085
[2024-12-12 16:43:24,749][demucs.solver][INFO] - Train Summary | Epoch 465 | Loss=0.2526 | Reco=0.2526 | Grad=1.9085
[2024-12-12 16:43:24,750][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:43:24,750][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:43:26,999][demucs.solver][INFO] - Valid | Epoch 465 | 1/20 | 3.85 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.236
[2024-12-12 16:43:27,213][demucs.solver][INFO] - Valid | Epoch 465 | 2/20 | 4.09 it/sec | Loss 0.4494 | Reco 0.4494 | Nsdr 1.081
[2024-12-12 16:43:27,415][demucs.solver][INFO] - Valid | Epoch 465 | 3/20 | 4.28 it/sec | Loss 0.4937 | Reco 0.4937 | Nsdr 1.138
[2024-12-12 16:43:27,597][demucs.solver][INFO] - Valid | Epoch 465 | 4/20 | 4.47 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.169
[2024-12-12 16:43:27,782][demucs.solver][INFO] - Valid | Epoch 465 | 5/20 | 4.61 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.148
[2024-12-12 16:43:27,937][demucs.solver][INFO] - Valid | Epoch 465 | 6/20 | 4.80 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.158
[2024-12-12 16:43:28,136][demucs.solver][INFO] - Valid | Epoch 465 | 7/20 | 4.83 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.174
[2024-12-12 16:43:28,305][demucs.solver][INFO] - Valid | Epoch 465 | 8/20 | 4.93 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.159
[2024-12-12 16:43:28,488][demucs.solver][INFO] - Valid | Epoch 465 | 9/20 | 4.98 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.174
[2024-12-12 16:43:28,658][demucs.solver][INFO] - Valid | Epoch 465 | 10/20 | 5.05 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.157
[2024-12-12 16:43:28,842][demucs.solver][INFO] - Valid | Epoch 465 | 11/20 | 5.08 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.156
[2024-12-12 16:43:29,028][demucs.solver][INFO] - Valid | Epoch 465 | 12/20 | 5.10 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.137
[2024-12-12 16:43:29,182][demucs.solver][INFO] - Valid | Epoch 465 | 13/20 | 5.18 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.141
[2024-12-12 16:43:29,379][demucs.solver][INFO] - Valid | Epoch 465 | 14/20 | 5.17 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.148
[2024-12-12 16:43:29,574][demucs.solver][INFO] - Valid | Epoch 465 | 15/20 | 5.17 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.155
[2024-12-12 16:43:29,773][demucs.solver][INFO] - Valid | Epoch 465 | 16/20 | 5.16 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.162
[2024-12-12 16:43:29,953][demucs.solver][INFO] - Valid | Epoch 465 | 17/20 | 5.18 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.169
[2024-12-12 16:43:30,149][demucs.solver][INFO] - Valid | Epoch 465 | 18/20 | 5.18 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.147
[2024-12-12 16:43:30,344][demucs.solver][INFO] - Valid | Epoch 465 | 19/20 | 5.18 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.158
[2024-12-12 16:43:30,723][demucs.solver][INFO] - Valid Summary | Epoch 465 | Loss=0.5444 | Reco=0.5444 | Nsdr=1.158 | Best=0.5314 | Bname=main
[2024-12-12 16:43:32,040][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:43:32,040][demucs.solver][INFO] - Training...
[2024-12-12 16:43:40,626][demucs.solver][INFO] - Train | Epoch 466 | 1/14 | 0.29 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.5555
[2024-12-12 16:43:41,317][demucs.solver][INFO] - Train | Epoch 466 | 2/14 | 0.39 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 3.0112
[2024-12-12 16:43:42,032][demucs.solver][INFO] - Train | Epoch 466 | 3/14 | 0.48 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 2.7401
[2024-12-12 16:43:42,736][demucs.solver][INFO] - Train | Epoch 466 | 4/14 | 0.55 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.5743
[2024-12-12 16:43:43,377][demucs.solver][INFO] - Train | Epoch 466 | 5/14 | 0.61 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 2.6429
[2024-12-12 16:43:44,025][demucs.solver][INFO] - Train | Epoch 466 | 6/14 | 0.67 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.5751
[2024-12-12 16:43:44,667][demucs.solver][INFO] - Train | Epoch 466 | 7/14 | 0.72 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.4167
[2024-12-12 16:43:45,308][demucs.solver][INFO] - Train | Epoch 466 | 8/14 | 0.77 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.2371
[2024-12-12 16:43:45,948][demucs.solver][INFO] - Train | Epoch 466 | 9/14 | 0.81 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 2.2595
[2024-12-12 16:43:46,591][demucs.solver][INFO] - Train | Epoch 466 | 10/14 | 0.85 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 2.2571
[2024-12-12 16:43:50,425][demucs.solver][INFO] - Train | Epoch 466 | 11/14 | 0.71 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 2.1824
[2024-12-12 16:43:51,055][demucs.solver][INFO] - Train | Epoch 466 | 12/14 | 0.75 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 2.1635
[2024-12-12 16:43:51,685][demucs.solver][INFO] - Train | Epoch 466 | 13/14 | 0.77 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 2.1321
[2024-12-12 16:43:52,007][demucs.solver][INFO] - Train Summary | Epoch 466 | Loss=0.2428 | Reco=0.2428 | Grad=2.1321
[2024-12-12 16:43:52,007][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:43:52,007][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:43:54,173][demucs.solver][INFO] - Valid | Epoch 466 | 1/20 | 3.33 it/sec | Loss 0.5784 | Reco 0.5784 | Nsdr 1.184
[2024-12-12 16:43:54,385][demucs.solver][INFO] - Valid | Epoch 466 | 2/20 | 3.69 it/sec | Loss 0.4517 | Reco 0.4517 | Nsdr 1.028
[2024-12-12 16:43:54,539][demucs.solver][INFO] - Valid | Epoch 466 | 3/20 | 4.14 it/sec | Loss 0.4961 | Reco 0.4961 | Nsdr 1.096
[2024-12-12 16:43:54,724][demucs.solver][INFO] - Valid | Epoch 466 | 4/20 | 4.34 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.129
[2024-12-12 16:43:54,921][demucs.solver][INFO] - Valid | Epoch 466 | 5/20 | 4.45 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.108
[2024-12-12 16:43:55,121][demucs.solver][INFO] - Valid | Epoch 466 | 6/20 | 4.52 it/sec | Loss 0.5204 | Reco 0.5204 | Nsdr 1.121
[2024-12-12 16:43:55,278][demucs.solver][INFO] - Valid | Epoch 466 | 7/20 | 4.69 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.139
[2024-12-12 16:43:55,450][demucs.solver][INFO] - Valid | Epoch 466 | 8/20 | 4.79 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.125
[2024-12-12 16:43:55,634][demucs.solver][INFO] - Valid | Epoch 466 | 9/20 | 4.85 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.139
[2024-12-12 16:43:55,834][demucs.solver][INFO] - Valid | Epoch 466 | 10/20 | 4.86 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.120
[2024-12-12 16:43:56,030][demucs.solver][INFO] - Valid | Epoch 466 | 11/20 | 4.88 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.118
[2024-12-12 16:43:56,214][demucs.solver][INFO] - Valid | Epoch 466 | 12/20 | 4.92 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.100
[2024-12-12 16:43:56,396][demucs.solver][INFO] - Valid | Epoch 466 | 13/20 | 4.96 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.104
[2024-12-12 16:43:56,594][demucs.solver][INFO] - Valid | Epoch 466 | 14/20 | 4.96 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.111
[2024-12-12 16:43:56,791][demucs.solver][INFO] - Valid | Epoch 466 | 15/20 | 4.97 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.118
[2024-12-12 16:43:56,973][demucs.solver][INFO] - Valid | Epoch 466 | 16/20 | 5.00 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.125
[2024-12-12 16:43:57,141][demucs.solver][INFO] - Valid | Epoch 466 | 17/20 | 5.05 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.133
[2024-12-12 16:43:57,308][demucs.solver][INFO] - Valid | Epoch 466 | 18/20 | 5.09 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.109
[2024-12-12 16:43:57,475][demucs.solver][INFO] - Valid | Epoch 466 | 19/20 | 5.12 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.123
[2024-12-12 16:43:57,831][demucs.solver][INFO] - Valid Summary | Epoch 466 | Loss=0.5462 | Reco=0.5462 | Nsdr=1.123 | Best=0.5314 | Bname=main
[2024-12-12 16:43:59,385][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:43:59,385][demucs.solver][INFO] - Training...
[2024-12-12 16:44:08,776][demucs.solver][INFO] - Train | Epoch 467 | 1/14 | 0.26 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 2.1184
[2024-12-12 16:44:09,560][demucs.solver][INFO] - Train | Epoch 467 | 2/14 | 0.35 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.5350
[2024-12-12 16:44:10,224][demucs.solver][INFO] - Train | Epoch 467 | 3/14 | 0.43 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 2.5338
[2024-12-12 16:44:10,923][demucs.solver][INFO] - Train | Epoch 467 | 4/14 | 0.50 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 2.1664
[2024-12-12 16:44:11,583][demucs.solver][INFO] - Train | Epoch 467 | 5/14 | 0.57 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.0497
[2024-12-12 16:44:12,227][demucs.solver][INFO] - Train | Epoch 467 | 6/14 | 0.62 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 2.0776
[2024-12-12 16:44:12,869][demucs.solver][INFO] - Train | Epoch 467 | 7/14 | 0.67 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.0849
[2024-12-12 16:44:13,534][demucs.solver][INFO] - Train | Epoch 467 | 8/14 | 0.72 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 2.1737
[2024-12-12 16:44:14,168][demucs.solver][INFO] - Train | Epoch 467 | 9/14 | 0.76 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 2.0739
[2024-12-12 16:44:14,814][demucs.solver][INFO] - Train | Epoch 467 | 10/14 | 0.80 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 1.9650
[2024-12-12 16:44:15,451][demucs.solver][INFO] - Train | Epoch 467 | 11/14 | 0.83 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 1.9749
[2024-12-12 16:44:16,091][demucs.solver][INFO] - Train | Epoch 467 | 12/14 | 0.86 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 2.0742
[2024-12-12 16:44:16,728][demucs.solver][INFO] - Train | Epoch 467 | 13/14 | 0.89 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 2.0497
[2024-12-12 16:44:17,118][demucs.solver][INFO] - Train Summary | Epoch 467 | Loss=0.2387 | Reco=0.2387 | Grad=2.0497
[2024-12-12 16:44:17,118][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:44:17,118][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:44:19,194][demucs.solver][INFO] - Valid | Epoch 467 | 1/20 | 3.56 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.249
[2024-12-12 16:44:19,388][demucs.solver][INFO] - Valid | Epoch 467 | 2/20 | 3.97 it/sec | Loss 0.4478 | Reco 0.4478 | Nsdr 1.071
[2024-12-12 16:44:19,574][demucs.solver][INFO] - Valid | Epoch 467 | 3/20 | 4.25 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.138
[2024-12-12 16:44:19,744][demucs.solver][INFO] - Valid | Epoch 467 | 4/20 | 4.50 it/sec | Loss 0.5088 | Reco 0.5088 | Nsdr 1.183
[2024-12-12 16:44:19,920][demucs.solver][INFO] - Valid | Epoch 467 | 5/20 | 4.66 it/sec | Loss 0.5294 | Reco 0.5294 | Nsdr 1.182
[2024-12-12 16:44:20,119][demucs.solver][INFO] - Valid | Epoch 467 | 6/20 | 4.71 it/sec | Loss 0.5133 | Reco 0.5133 | Nsdr 1.200
[2024-12-12 16:44:20,304][demucs.solver][INFO] - Valid | Epoch 467 | 7/20 | 4.79 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.220
[2024-12-12 16:44:20,485][demucs.solver][INFO] - Valid | Epoch 467 | 8/20 | 4.86 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.217
[2024-12-12 16:44:20,671][demucs.solver][INFO] - Valid | Epoch 467 | 9/20 | 4.91 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.234
[2024-12-12 16:44:20,865][demucs.solver][INFO] - Valid | Epoch 467 | 10/20 | 4.93 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.216
[2024-12-12 16:44:21,049][demucs.solver][INFO] - Valid | Epoch 467 | 11/20 | 4.97 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.213
[2024-12-12 16:44:21,230][demucs.solver][INFO] - Valid | Epoch 467 | 12/20 | 5.01 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.194
[2024-12-12 16:44:21,396][demucs.solver][INFO] - Valid | Epoch 467 | 13/20 | 5.07 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.198
[2024-12-12 16:44:21,576][demucs.solver][INFO] - Valid | Epoch 467 | 14/20 | 5.10 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.205
[2024-12-12 16:44:21,731][demucs.solver][INFO] - Valid | Epoch 467 | 15/20 | 5.16 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.213
[2024-12-12 16:44:21,912][demucs.solver][INFO] - Valid | Epoch 467 | 16/20 | 5.18 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.219
[2024-12-12 16:44:22,078][demucs.solver][INFO] - Valid | Epoch 467 | 17/20 | 5.22 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.219
[2024-12-12 16:44:22,271][demucs.solver][INFO] - Valid | Epoch 467 | 18/20 | 5.22 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.191
[2024-12-12 16:44:22,451][demucs.solver][INFO] - Valid | Epoch 467 | 19/20 | 5.24 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.204
[2024-12-12 16:44:22,818][demucs.solver][INFO] - Valid Summary | Epoch 467 | Loss=0.5386 | Reco=0.5386 | Nsdr=1.204 | Best=0.5314 | Bname=main
[2024-12-12 16:44:24,167][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:44:24,167][demucs.solver][INFO] - Training...
[2024-12-12 16:44:32,970][demucs.solver][INFO] - Train | Epoch 468 | 1/14 | 0.29 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 0.6102
[2024-12-12 16:44:33,618][demucs.solver][INFO] - Train | Epoch 468 | 2/14 | 0.40 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.5952
[2024-12-12 16:44:34,263][demucs.solver][INFO] - Train | Epoch 468 | 3/14 | 0.49 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.5591
[2024-12-12 16:44:34,904][demucs.solver][INFO] - Train | Epoch 468 | 4/14 | 0.56 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 0.9685
[2024-12-12 16:44:35,547][demucs.solver][INFO] - Train | Epoch 468 | 5/14 | 0.63 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.9574
[2024-12-12 16:44:36,187][demucs.solver][INFO] - Train | Epoch 468 | 6/14 | 0.69 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 0.8904
[2024-12-12 16:44:36,823][demucs.solver][INFO] - Train | Epoch 468 | 7/14 | 0.74 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 0.8857
[2024-12-12 16:44:37,459][demucs.solver][INFO] - Train | Epoch 468 | 8/14 | 0.79 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.8235
[2024-12-12 16:44:38,096][demucs.solver][INFO] - Train | Epoch 468 | 9/14 | 0.83 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 0.7871
[2024-12-12 16:44:38,730][demucs.solver][INFO] - Train | Epoch 468 | 10/14 | 0.87 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 0.7668
[2024-12-12 16:44:39,361][demucs.solver][INFO] - Train | Epoch 468 | 11/14 | 0.90 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.7245
[2024-12-12 16:44:39,993][demucs.solver][INFO] - Train | Epoch 468 | 12/14 | 0.93 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 0.7975
[2024-12-12 16:44:40,623][demucs.solver][INFO] - Train | Epoch 468 | 13/14 | 0.96 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 0.8200
[2024-12-12 16:44:40,949][demucs.solver][INFO] - Train Summary | Epoch 468 | Loss=0.2504 | Reco=0.2504 | Grad=0.8200
[2024-12-12 16:44:40,950][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:44:40,950][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:44:43,150][demucs.solver][INFO] - Valid | Epoch 468 | 1/20 | 3.83 it/sec | Loss 0.5832 | Reco 0.5832 | Nsdr 1.132
[2024-12-12 16:44:43,414][demucs.solver][INFO] - Valid | Epoch 468 | 2/20 | 3.82 it/sec | Loss 0.4547 | Reco 0.4547 | Nsdr 0.997
[2024-12-12 16:44:43,592][demucs.solver][INFO] - Valid | Epoch 468 | 3/20 | 4.15 it/sec | Loss 0.5004 | Reco 0.5004 | Nsdr 1.036
[2024-12-12 16:44:43,831][demucs.solver][INFO] - Valid | Epoch 468 | 4/20 | 4.15 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.046
[2024-12-12 16:44:44,067][demucs.solver][INFO] - Valid | Epoch 468 | 5/20 | 4.17 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.017
[2024-12-12 16:44:44,238][demucs.solver][INFO] - Valid | Epoch 468 | 6/20 | 4.35 it/sec | Loss 0.5267 | Reco 0.5267 | Nsdr 1.035
[2024-12-12 16:44:44,451][demucs.solver][INFO] - Valid | Epoch 468 | 7/20 | 4.39 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.038
[2024-12-12 16:44:44,650][demucs.solver][INFO] - Valid | Epoch 468 | 8/20 | 4.45 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.020
[2024-12-12 16:44:44,833][demucs.solver][INFO] - Valid | Epoch 468 | 9/20 | 4.53 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.024
[2024-12-12 16:44:45,000][demucs.solver][INFO] - Valid | Epoch 468 | 10/20 | 4.64 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.018
[2024-12-12 16:44:45,197][demucs.solver][INFO] - Valid | Epoch 468 | 11/20 | 4.67 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.021
[2024-12-12 16:44:45,379][demucs.solver][INFO] - Valid | Epoch 468 | 12/20 | 4.72 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.009
[2024-12-12 16:44:45,563][demucs.solver][INFO] - Valid | Epoch 468 | 13/20 | 4.77 it/sec | Loss 0.5802 | Reco 0.5802 | Nsdr 1.017
[2024-12-12 16:44:45,733][demucs.solver][INFO] - Valid | Epoch 468 | 14/20 | 4.83 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.021
[2024-12-12 16:44:45,915][demucs.solver][INFO] - Valid | Epoch 468 | 15/20 | 4.87 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.025
[2024-12-12 16:44:46,069][demucs.solver][INFO] - Valid | Epoch 468 | 16/20 | 4.94 it/sec | Loss 0.5829 | Reco 0.5829 | Nsdr 1.033
[2024-12-12 16:44:46,268][demucs.solver][INFO] - Valid | Epoch 468 | 17/20 | 4.94 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.043
[2024-12-12 16:44:46,452][demucs.solver][INFO] - Valid | Epoch 468 | 18/20 | 4.97 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.024
[2024-12-12 16:44:46,651][demucs.solver][INFO] - Valid | Epoch 468 | 19/20 | 4.97 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.031
[2024-12-12 16:44:47,033][demucs.solver][INFO] - Valid Summary | Epoch 468 | Loss=0.5528 | Reco=0.5528 | Nsdr=1.031 | Best=0.5314 | Bname=main
[2024-12-12 16:44:48,520][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:44:48,521][demucs.solver][INFO] - Training...
[2024-12-12 16:44:56,448][demucs.solver][INFO] - Train | Epoch 469 | 1/14 | 0.32 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 1.1653
[2024-12-12 16:44:57,100][demucs.solver][INFO] - Train | Epoch 469 | 2/14 | 0.43 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 1.1083
[2024-12-12 16:44:57,916][demucs.solver][INFO] - Train | Epoch 469 | 3/14 | 0.52 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 1.1904
[2024-12-12 16:44:58,567][demucs.solver][INFO] - Train | Epoch 469 | 4/14 | 0.60 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 1.0747
[2024-12-12 16:44:59,225][demucs.solver][INFO] - Train | Epoch 469 | 5/14 | 0.66 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 1.0046
[2024-12-12 16:44:59,952][demucs.solver][INFO] - Train | Epoch 469 | 6/14 | 0.72 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.9770
[2024-12-12 16:45:00,606][demucs.solver][INFO] - Train | Epoch 469 | 7/14 | 0.77 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.9499
[2024-12-12 16:45:01,255][demucs.solver][INFO] - Train | Epoch 469 | 8/14 | 0.81 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.9292
[2024-12-12 16:45:01,903][demucs.solver][INFO] - Train | Epoch 469 | 9/14 | 0.85 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.1059
[2024-12-12 16:45:02,549][demucs.solver][INFO] - Train | Epoch 469 | 10/14 | 0.89 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.0491
[2024-12-12 16:45:03,195][demucs.solver][INFO] - Train | Epoch 469 | 11/14 | 0.92 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.0395
[2024-12-12 16:45:03,852][demucs.solver][INFO] - Train | Epoch 469 | 12/14 | 0.95 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 0.9975
[2024-12-12 16:45:04,489][demucs.solver][INFO] - Train | Epoch 469 | 13/14 | 0.98 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.1214
[2024-12-12 16:45:04,798][demucs.solver][INFO] - Train Summary | Epoch 469 | Loss=0.2508 | Reco=0.2508 | Grad=1.1214
[2024-12-12 16:45:04,798][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:45:04,799][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:45:07,032][demucs.solver][INFO] - Valid | Epoch 469 | 1/20 | 3.34 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.232
[2024-12-12 16:45:07,246][demucs.solver][INFO] - Valid | Epoch 469 | 2/20 | 3.69 it/sec | Loss 0.4481 | Reco 0.4481 | Nsdr 1.078
[2024-12-12 16:45:07,460][demucs.solver][INFO] - Valid | Epoch 469 | 3/20 | 3.90 it/sec | Loss 0.4922 | Reco 0.4922 | Nsdr 1.128
[2024-12-12 16:45:07,653][demucs.solver][INFO] - Valid | Epoch 469 | 4/20 | 4.10 it/sec | Loss 0.5100 | Reco 0.5100 | Nsdr 1.155
[2024-12-12 16:45:07,843][demucs.solver][INFO] - Valid | Epoch 469 | 5/20 | 4.26 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 1.136
[2024-12-12 16:45:08,026][demucs.solver][INFO] - Valid | Epoch 469 | 6/20 | 4.39 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.148
[2024-12-12 16:45:08,221][demucs.solver][INFO] - Valid | Epoch 469 | 7/20 | 4.47 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.159
[2024-12-12 16:45:08,416][demucs.solver][INFO] - Valid | Epoch 469 | 8/20 | 4.54 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.148
[2024-12-12 16:45:08,598][demucs.solver][INFO] - Valid | Epoch 469 | 9/20 | 4.62 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.155
[2024-12-12 16:45:08,782][demucs.solver][INFO] - Valid | Epoch 469 | 10/20 | 4.68 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.141
[2024-12-12 16:45:08,978][demucs.solver][INFO] - Valid | Epoch 469 | 11/20 | 4.72 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.140
[2024-12-12 16:45:09,159][demucs.solver][INFO] - Valid | Epoch 469 | 12/20 | 4.77 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.123
[2024-12-12 16:45:09,339][demucs.solver][INFO] - Valid | Epoch 469 | 13/20 | 4.82 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.128
[2024-12-12 16:45:09,520][demucs.solver][INFO] - Valid | Epoch 469 | 14/20 | 4.86 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.133
[2024-12-12 16:45:09,704][demucs.solver][INFO] - Valid | Epoch 469 | 15/20 | 4.89 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.139
[2024-12-12 16:45:09,873][demucs.solver][INFO] - Valid | Epoch 469 | 16/20 | 4.94 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.146
[2024-12-12 16:45:10,067][demucs.solver][INFO] - Valid | Epoch 469 | 17/20 | 4.95 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.152
[2024-12-12 16:45:10,251][demucs.solver][INFO] - Valid | Epoch 469 | 18/20 | 4.98 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.131
[2024-12-12 16:45:10,432][demucs.solver][INFO] - Valid | Epoch 469 | 19/20 | 5.00 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.139
[2024-12-12 16:45:11,837][demucs.solver][INFO] - Valid Summary | Epoch 469 | Loss=0.5436 | Reco=0.5436 | Nsdr=1.139 | Best=0.5314 | Bname=main
[2024-12-12 16:45:13,361][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:45:13,362][demucs.solver][INFO] - Training...
[2024-12-12 16:45:22,085][demucs.solver][INFO] - Train | Epoch 470 | 1/14 | 0.29 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 2.0452
[2024-12-12 16:45:22,774][demucs.solver][INFO] - Train | Epoch 470 | 2/14 | 0.40 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.5936
[2024-12-12 16:45:23,641][demucs.solver][INFO] - Train | Epoch 470 | 3/14 | 0.48 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.4127
[2024-12-12 16:45:24,291][demucs.solver][INFO] - Train | Epoch 470 | 4/14 | 0.55 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.1099
[2024-12-12 16:45:25,056][demucs.solver][INFO] - Train | Epoch 470 | 5/14 | 0.61 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.8831
[2024-12-12 16:45:25,716][demucs.solver][INFO] - Train | Epoch 470 | 6/14 | 0.67 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.7844
[2024-12-12 16:45:26,394][demucs.solver][INFO] - Train | Epoch 470 | 7/14 | 0.72 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.0252
[2024-12-12 16:45:27,047][demucs.solver][INFO] - Train | Epoch 470 | 8/14 | 0.76 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.0287
[2024-12-12 16:45:27,977][demucs.solver][INFO] - Train | Epoch 470 | 9/14 | 0.78 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.8763
[2024-12-12 16:45:28,624][demucs.solver][INFO] - Train | Epoch 470 | 10/14 | 0.82 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.9503
[2024-12-12 16:45:29,278][demucs.solver][INFO] - Train | Epoch 470 | 11/14 | 0.85 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.9831
[2024-12-12 16:45:29,918][demucs.solver][INFO] - Train | Epoch 470 | 12/14 | 0.89 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.9447
[2024-12-12 16:45:30,560][demucs.solver][INFO] - Train | Epoch 470 | 13/14 | 0.91 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.8274
[2024-12-12 16:45:30,870][demucs.solver][INFO] - Train Summary | Epoch 470 | Loss=0.2395 | Reco=0.2395 | Grad=1.8274
[2024-12-12 16:45:30,870][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:45:30,870][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:45:33,351][demucs.solver][INFO] - Valid | Epoch 470 | 1/20 | 2.46 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.251
[2024-12-12 16:45:33,550][demucs.solver][INFO] - Valid | Epoch 470 | 2/20 | 2.96 it/sec | Loss 0.4477 | Reco 0.4477 | Nsdr 1.079
[2024-12-12 16:45:33,912][demucs.solver][INFO] - Valid | Epoch 470 | 3/20 | 2.91 it/sec | Loss 0.4925 | Reco 0.4925 | Nsdr 1.139
[2024-12-12 16:45:34,130][demucs.solver][INFO] - Valid | Epoch 470 | 4/20 | 3.14 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.181
[2024-12-12 16:45:34,385][demucs.solver][INFO] - Valid | Epoch 470 | 5/20 | 3.25 it/sec | Loss 0.5308 | Reco 0.5308 | Nsdr 1.171
[2024-12-12 16:45:34,572][demucs.solver][INFO] - Valid | Epoch 470 | 6/20 | 3.44 it/sec | Loss 0.5144 | Reco 0.5144 | Nsdr 1.189
[2024-12-12 16:45:34,808][demucs.solver][INFO] - Valid | Epoch 470 | 7/20 | 3.52 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.207
[2024-12-12 16:45:35,285][demucs.solver][INFO] - Valid | Epoch 470 | 8/20 | 3.28 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.203
[2024-12-12 16:45:35,575][demucs.solver][INFO] - Valid | Epoch 470 | 9/20 | 3.29 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.220
[2024-12-12 16:45:35,919][demucs.solver][INFO] - Valid | Epoch 470 | 10/20 | 3.25 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.202
[2024-12-12 16:45:36,353][demucs.solver][INFO] - Valid | Epoch 470 | 11/20 | 3.14 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.201
[2024-12-12 16:45:36,777][demucs.solver][INFO] - Valid | Epoch 470 | 12/20 | 3.07 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.183
[2024-12-12 16:45:37,131][demucs.solver][INFO] - Valid | Epoch 470 | 13/20 | 3.05 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.188
[2024-12-12 16:45:37,438][demucs.solver][INFO] - Valid | Epoch 470 | 14/20 | 3.06 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.195
[2024-12-12 16:45:37,760][demucs.solver][INFO] - Valid | Epoch 470 | 15/20 | 3.06 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.202
[2024-12-12 16:45:38,087][demucs.solver][INFO] - Valid | Epoch 470 | 16/20 | 3.06 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.209
[2024-12-12 16:45:38,461][demucs.solver][INFO] - Valid | Epoch 470 | 17/20 | 3.04 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.210
[2024-12-12 16:45:38,757][demucs.solver][INFO] - Valid | Epoch 470 | 18/20 | 3.05 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.183
[2024-12-12 16:45:39,059][demucs.solver][INFO] - Valid | Epoch 470 | 19/20 | 3.07 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.197
[2024-12-12 16:45:39,430][demucs.solver][INFO] - Valid Summary | Epoch 470 | Loss=0.5396 | Reco=0.5396 | Nsdr=1.197 | Best=0.5314 | Bname=main
[2024-12-12 16:45:40,809][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:45:40,810][demucs.solver][INFO] - Training...
[2024-12-12 16:45:45,743][demucs.solver][INFO] - Train | Epoch 471 | 1/14 | 0.61 it/sec | Loss 0.2639 | Reco 0.2639 | Grad 1.1115
[2024-12-12 16:45:47,458][demucs.solver][INFO] - Train | Epoch 471 | 2/14 | 0.60 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.1458
[2024-12-12 16:45:48,147][demucs.solver][INFO] - Train | Epoch 471 | 3/14 | 0.71 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 1.0134
[2024-12-12 16:45:48,787][demucs.solver][INFO] - Train | Epoch 471 | 4/14 | 0.79 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.2146
[2024-12-12 16:45:49,425][demucs.solver][INFO] - Train | Epoch 471 | 5/14 | 0.86 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.0620
[2024-12-12 16:45:50,065][demucs.solver][INFO] - Train | Epoch 471 | 6/14 | 0.92 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.0243
[2024-12-12 16:45:50,705][demucs.solver][INFO] - Train | Epoch 471 | 7/14 | 0.97 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.0989
[2024-12-12 16:45:51,345][demucs.solver][INFO] - Train | Epoch 471 | 8/14 | 1.02 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.0480
[2024-12-12 16:45:51,990][demucs.solver][INFO] - Train | Epoch 471 | 9/14 | 1.05 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.0158
[2024-12-12 16:45:52,630][demucs.solver][INFO] - Train | Epoch 471 | 10/14 | 1.08 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.9804
[2024-12-12 16:45:53,265][demucs.solver][INFO] - Train | Epoch 471 | 11/14 | 1.11 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 0.9790
[2024-12-12 16:45:53,894][demucs.solver][INFO] - Train | Epoch 471 | 12/14 | 1.14 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 0.9261
[2024-12-12 16:45:54,527][demucs.solver][INFO] - Train | Epoch 471 | 13/14 | 1.16 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.0558
[2024-12-12 16:45:54,859][demucs.solver][INFO] - Train Summary | Epoch 471 | Loss=0.2500 | Reco=0.2500 | Grad=1.0558
[2024-12-12 16:45:54,860][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:45:54,860][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:45:57,237][demucs.solver][INFO] - Valid | Epoch 471 | 1/20 | 3.29 it/sec | Loss 0.5837 | Reco 0.5837 | Nsdr 1.143
[2024-12-12 16:45:57,559][demucs.solver][INFO] - Valid | Epoch 471 | 2/20 | 3.23 it/sec | Loss 0.4554 | Reco 0.4554 | Nsdr 1.004
[2024-12-12 16:45:57,920][demucs.solver][INFO] - Valid | Epoch 471 | 3/20 | 3.10 it/sec | Loss 0.5003 | Reco 0.5003 | Nsdr 1.058
[2024-12-12 16:45:58,117][demucs.solver][INFO] - Valid | Epoch 471 | 4/20 | 3.36 it/sec | Loss 0.5195 | Reco 0.5195 | Nsdr 1.072
[2024-12-12 16:45:58,418][demucs.solver][INFO] - Valid | Epoch 471 | 5/20 | 3.35 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.033
[2024-12-12 16:45:58,718][demucs.solver][INFO] - Valid | Epoch 471 | 6/20 | 3.35 it/sec | Loss 0.5267 | Reco 0.5267 | Nsdr 1.053
[2024-12-12 16:45:59,525][demucs.solver][INFO] - Valid | Epoch 471 | 7/20 | 2.76 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.063
[2024-12-12 16:45:59,957][demucs.solver][INFO] - Valid | Epoch 471 | 8/20 | 2.70 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.044
[2024-12-12 16:46:00,350][demucs.solver][INFO] - Valid | Epoch 471 | 9/20 | 2.69 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.050
[2024-12-12 16:46:00,773][demucs.solver][INFO] - Valid | Epoch 471 | 10/20 | 2.65 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.041
[2024-12-12 16:46:01,190][demucs.solver][INFO] - Valid | Epoch 471 | 11/20 | 2.63 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.043
[2024-12-12 16:46:01,493][demucs.solver][INFO] - Valid | Epoch 471 | 12/20 | 2.67 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.030
[2024-12-12 16:46:01,914][demucs.solver][INFO] - Valid | Epoch 471 | 13/20 | 2.65 it/sec | Loss 0.5800 | Reco 0.5800 | Nsdr 1.036
[2024-12-12 16:46:02,214][demucs.solver][INFO] - Valid | Epoch 471 | 14/20 | 2.69 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.041
[2024-12-12 16:46:02,541][demucs.solver][INFO] - Valid | Epoch 471 | 15/20 | 2.71 it/sec | Loss 0.5789 | Reco 0.5789 | Nsdr 1.046
[2024-12-12 16:46:02,828][demucs.solver][INFO] - Valid | Epoch 471 | 16/20 | 2.74 it/sec | Loss 0.5826 | Reco 0.5826 | Nsdr 1.054
[2024-12-12 16:46:03,215][demucs.solver][INFO] - Valid | Epoch 471 | 17/20 | 2.73 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.065
[2024-12-12 16:46:03,647][demucs.solver][INFO] - Valid | Epoch 471 | 18/20 | 2.71 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.046
[2024-12-12 16:46:03,925][demucs.solver][INFO] - Valid | Epoch 471 | 19/20 | 2.74 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.055
[2024-12-12 16:46:04,336][demucs.solver][INFO] - Valid Summary | Epoch 471 | Loss=0.5525 | Reco=0.5525 | Nsdr=1.055 | Best=0.5314 | Bname=main
[2024-12-12 16:46:05,853][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:46:05,853][demucs.solver][INFO] - Training...
[2024-12-12 16:46:11,643][demucs.solver][INFO] - Train | Epoch 472 | 1/14 | 0.49 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.3753
[2024-12-12 16:46:17,230][demucs.solver][INFO] - Train | Epoch 472 | 2/14 | 0.31 it/sec | Loss 0.2175 | Reco 0.2175 | Grad 1.6978
[2024-12-12 16:46:17,874][demucs.solver][INFO] - Train | Epoch 472 | 3/14 | 0.39 it/sec | Loss 0.2227 | Reco 0.2227 | Grad 1.3169
[2024-12-12 16:46:18,521][demucs.solver][INFO] - Train | Epoch 472 | 4/14 | 0.46 it/sec | Loss 0.2279 | Reco 0.2279 | Grad 1.1415
[2024-12-12 16:46:19,172][demucs.solver][INFO] - Train | Epoch 472 | 5/14 | 0.52 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 1.1245
[2024-12-12 16:46:19,817][demucs.solver][INFO] - Train | Epoch 472 | 6/14 | 0.57 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.1976
[2024-12-12 16:46:20,459][demucs.solver][INFO] - Train | Epoch 472 | 7/14 | 0.62 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 1.0888
[2024-12-12 16:46:21,101][demucs.solver][INFO] - Train | Epoch 472 | 8/14 | 0.67 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 1.0158
[2024-12-12 16:46:21,743][demucs.solver][INFO] - Train | Epoch 472 | 9/14 | 0.71 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 0.9837
[2024-12-12 16:46:22,384][demucs.solver][INFO] - Train | Epoch 472 | 10/14 | 0.74 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 1.1186
[2024-12-12 16:46:23,025][demucs.solver][INFO] - Train | Epoch 472 | 11/14 | 0.78 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.0550
[2024-12-12 16:46:24,842][demucs.solver][INFO] - Train | Epoch 472 | 12/14 | 0.75 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.0946
[2024-12-12 16:46:25,476][demucs.solver][INFO] - Train | Epoch 472 | 13/14 | 0.78 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.1242
[2024-12-12 16:46:25,787][demucs.solver][INFO] - Train Summary | Epoch 472 | Loss=0.2381 | Reco=0.2381 | Grad=1.1242
[2024-12-12 16:46:25,787][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:46:25,787][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:46:27,984][demucs.solver][INFO] - Valid | Epoch 472 | 1/20 | 2.92 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.399
[2024-12-12 16:46:28,179][demucs.solver][INFO] - Valid | Epoch 472 | 2/20 | 3.41 it/sec | Loss 0.4388 | Reco 0.4388 | Nsdr 1.205
[2024-12-12 16:46:28,378][demucs.solver][INFO] - Valid | Epoch 472 | 3/20 | 3.71 it/sec | Loss 0.4816 | Reco 0.4816 | Nsdr 1.279
[2024-12-12 16:46:28,590][demucs.solver][INFO] - Valid | Epoch 472 | 4/20 | 3.88 it/sec | Loss 0.4983 | Reco 0.4983 | Nsdr 1.318
[2024-12-12 16:46:28,762][demucs.solver][INFO] - Valid | Epoch 472 | 5/20 | 4.10 it/sec | Loss 0.5192 | Reco 0.5192 | Nsdr 1.314
[2024-12-12 16:46:28,946][demucs.solver][INFO] - Valid | Epoch 472 | 6/20 | 4.25 it/sec | Loss 0.5038 | Reco 0.5038 | Nsdr 1.324
[2024-12-12 16:46:29,142][demucs.solver][INFO] - Valid | Epoch 472 | 7/20 | 4.34 it/sec | Loss 0.5238 | Reco 0.5238 | Nsdr 1.342
[2024-12-12 16:46:29,325][demucs.solver][INFO] - Valid | Epoch 472 | 8/20 | 4.44 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.340
[2024-12-12 16:46:29,522][demucs.solver][INFO] - Valid | Epoch 472 | 9/20 | 4.50 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.355
[2024-12-12 16:46:29,693][demucs.solver][INFO] - Valid | Epoch 472 | 10/20 | 4.60 it/sec | Loss 0.5316 | Reco 0.5316 | Nsdr 1.333
[2024-12-12 16:46:29,865][demucs.solver][INFO] - Valid | Epoch 472 | 11/20 | 4.68 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.327
[2024-12-12 16:46:30,050][demucs.solver][INFO] - Valid | Epoch 472 | 12/20 | 4.73 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.304
[2024-12-12 16:46:30,246][demucs.solver][INFO] - Valid | Epoch 472 | 13/20 | 4.75 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.304
[2024-12-12 16:46:30,428][demucs.solver][INFO] - Valid | Epoch 472 | 14/20 | 4.79 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.310
[2024-12-12 16:46:30,626][demucs.solver][INFO] - Valid | Epoch 472 | 15/20 | 4.81 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.317
[2024-12-12 16:46:30,810][demucs.solver][INFO] - Valid | Epoch 472 | 16/20 | 4.84 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.322
[2024-12-12 16:46:31,012][demucs.solver][INFO] - Valid | Epoch 472 | 17/20 | 4.85 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.329
[2024-12-12 16:46:31,195][demucs.solver][INFO] - Valid | Epoch 472 | 18/20 | 4.88 it/sec | Loss 0.5318 | Reco 0.5318 | Nsdr 1.301
[2024-12-12 16:46:31,350][demucs.solver][INFO] - Valid | Epoch 472 | 19/20 | 4.94 it/sec | Loss 0.5301 | Reco 0.5301 | Nsdr 1.314
[2024-12-12 16:46:31,741][demucs.solver][INFO] - Valid Summary | Epoch 472 | Loss=0.5301 | Reco=0.5301 | Nsdr=1.314 | Best=0.5301 | Bname=main
[2024-12-12 16:46:31,742][demucs.solver][INFO] - New best valid loss 0.5301
[2024-12-12 16:46:33,775][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:46:33,775][demucs.solver][INFO] - Training...
[2024-12-12 16:46:40,797][demucs.solver][INFO] - Train | Epoch 473 | 1/14 | 0.37 it/sec | Loss 0.2674 | Reco 0.2674 | Grad 1.6238
[2024-12-12 16:46:41,936][demucs.solver][INFO] - Train | Epoch 473 | 2/14 | 0.46 it/sec | Loss 0.2673 | Reco 0.2673 | Grad 1.5760
[2024-12-12 16:46:42,576][demucs.solver][INFO] - Train | Epoch 473 | 3/14 | 0.56 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 1.7127
[2024-12-12 16:46:43,219][demucs.solver][INFO] - Train | Epoch 473 | 4/14 | 0.64 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 1.4642
[2024-12-12 16:46:43,865][demucs.solver][INFO] - Train | Epoch 473 | 5/14 | 0.71 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 1.5552
[2024-12-12 16:46:44,501][demucs.solver][INFO] - Train | Epoch 473 | 6/14 | 0.77 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 1.5294
[2024-12-12 16:46:45,136][demucs.solver][INFO] - Train | Epoch 473 | 7/14 | 0.82 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 1.3782
[2024-12-12 16:46:45,778][demucs.solver][INFO] - Train | Epoch 473 | 8/14 | 0.87 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 1.4617
[2024-12-12 16:46:46,426][demucs.solver][INFO] - Train | Epoch 473 | 9/14 | 0.90 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.5890
[2024-12-12 16:46:47,054][demucs.solver][INFO] - Train | Epoch 473 | 10/14 | 0.94 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.7810
[2024-12-12 16:46:47,684][demucs.solver][INFO] - Train | Epoch 473 | 11/14 | 0.97 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 1.6662
[2024-12-12 16:46:48,315][demucs.solver][INFO] - Train | Epoch 473 | 12/14 | 1.00 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 1.7318
[2024-12-12 16:46:48,945][demucs.solver][INFO] - Train | Epoch 473 | 13/14 | 1.03 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 1.7468
[2024-12-12 16:46:49,242][demucs.solver][INFO] - Train Summary | Epoch 473 | Loss=0.2524 | Reco=0.2524 | Grad=1.7468
[2024-12-12 16:46:49,242][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:46:49,242][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:46:51,346][demucs.solver][INFO] - Valid | Epoch 473 | 1/20 | 3.68 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.283
[2024-12-12 16:46:51,540][demucs.solver][INFO] - Valid | Epoch 473 | 2/20 | 4.07 it/sec | Loss 0.4479 | Reco 0.4479 | Nsdr 1.099
[2024-12-12 16:46:51,744][demucs.solver][INFO] - Valid | Epoch 473 | 3/20 | 4.25 it/sec | Loss 0.4912 | Reco 0.4912 | Nsdr 1.177
[2024-12-12 16:46:51,929][demucs.solver][INFO] - Valid | Epoch 473 | 4/20 | 4.44 it/sec | Loss 0.5083 | Reco 0.5083 | Nsdr 1.222
[2024-12-12 16:46:52,084][demucs.solver][INFO] - Valid | Epoch 473 | 5/20 | 4.68 it/sec | Loss 0.5299 | Reco 0.5299 | Nsdr 1.209
[2024-12-12 16:46:52,285][demucs.solver][INFO] - Valid | Epoch 473 | 6/20 | 4.72 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.220
[2024-12-12 16:46:52,471][demucs.solver][INFO] - Valid | Epoch 473 | 7/20 | 4.80 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.242
[2024-12-12 16:46:52,660][demucs.solver][INFO] - Valid | Epoch 473 | 8/20 | 4.84 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.234
[2024-12-12 16:46:52,833][demucs.solver][INFO] - Valid | Epoch 473 | 9/20 | 4.93 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.251
[2024-12-12 16:46:53,033][demucs.solver][INFO] - Valid | Epoch 473 | 10/20 | 4.93 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.230
[2024-12-12 16:46:53,218][demucs.solver][INFO] - Valid | Epoch 473 | 11/20 | 4.97 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.225
[2024-12-12 16:46:53,374][demucs.solver][INFO] - Valid | Epoch 473 | 12/20 | 5.06 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.204
[2024-12-12 16:46:53,541][demucs.solver][INFO] - Valid | Epoch 473 | 13/20 | 5.11 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.206
[2024-12-12 16:46:53,723][demucs.solver][INFO] - Valid | Epoch 473 | 14/20 | 5.14 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.213
[2024-12-12 16:46:53,919][demucs.solver][INFO] - Valid | Epoch 473 | 15/20 | 5.13 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.221
[2024-12-12 16:46:54,105][demucs.solver][INFO] - Valid | Epoch 473 | 16/20 | 5.15 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.227
[2024-12-12 16:46:54,305][demucs.solver][INFO] - Valid | Epoch 473 | 17/20 | 5.14 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.235
[2024-12-12 16:46:54,457][demucs.solver][INFO] - Valid | Epoch 473 | 18/20 | 5.20 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.207
[2024-12-12 16:46:54,657][demucs.solver][INFO] - Valid | Epoch 473 | 19/20 | 5.19 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.221
[2024-12-12 16:46:55,049][demucs.solver][INFO] - Valid Summary | Epoch 473 | Loss=0.5399 | Reco=0.5399 | Nsdr=1.221 | Best=0.5301 | Bname=main
[2024-12-12 16:46:56,531][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:46:56,531][demucs.solver][INFO] - Training...
[2024-12-12 16:47:06,908][demucs.solver][INFO] - Train | Epoch 474 | 1/14 | 0.23 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 1.5541
[2024-12-12 16:47:07,574][demucs.solver][INFO] - Train | Epoch 474 | 2/14 | 0.32 it/sec | Loss 0.2308 | Reco 0.2308 | Grad 1.2673
[2024-12-12 16:47:08,234][demucs.solver][INFO] - Train | Epoch 474 | 3/14 | 0.40 it/sec | Loss 0.2321 | Reco 0.2321 | Grad 1.1834
[2024-12-12 16:47:09,059][demucs.solver][INFO] - Train | Epoch 474 | 4/14 | 0.46 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.5769
[2024-12-12 16:47:09,789][demucs.solver][INFO] - Train | Epoch 474 | 5/14 | 0.52 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 1.6108
[2024-12-12 16:47:10,529][demucs.solver][INFO] - Train | Epoch 474 | 6/14 | 0.57 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.4634
[2024-12-12 16:47:11,182][demucs.solver][INFO] - Train | Epoch 474 | 7/14 | 0.62 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.5096
[2024-12-12 16:47:11,891][demucs.solver][INFO] - Train | Epoch 474 | 8/14 | 0.66 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.4808
[2024-12-12 16:47:12,556][demucs.solver][INFO] - Train | Epoch 474 | 9/14 | 0.70 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.4603
[2024-12-12 16:47:13,197][demucs.solver][INFO] - Train | Epoch 474 | 10/14 | 0.73 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.4626
[2024-12-12 16:47:13,840][demucs.solver][INFO] - Train | Epoch 474 | 11/14 | 0.77 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.3759
[2024-12-12 16:47:14,493][demucs.solver][INFO] - Train | Epoch 474 | 12/14 | 0.80 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 1.4033
[2024-12-12 16:47:15,137][demucs.solver][INFO] - Train | Epoch 474 | 13/14 | 0.83 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.5300
[2024-12-12 16:47:15,446][demucs.solver][INFO] - Train Summary | Epoch 474 | Loss=0.2416 | Reco=0.2416 | Grad=1.5300
[2024-12-12 16:47:15,447][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:47:15,447][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:47:17,797][demucs.solver][INFO] - Valid | Epoch 474 | 1/20 | 2.61 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.286
[2024-12-12 16:47:18,197][demucs.solver][INFO] - Valid | Epoch 474 | 2/20 | 2.57 it/sec | Loss 0.4474 | Reco 0.4474 | Nsdr 1.102
[2024-12-12 16:47:18,485][demucs.solver][INFO] - Valid | Epoch 474 | 3/20 | 2.75 it/sec | Loss 0.4911 | Reco 0.4911 | Nsdr 1.181
[2024-12-12 16:47:18,725][demucs.solver][INFO] - Valid | Epoch 474 | 4/20 | 2.95 it/sec | Loss 0.5085 | Reco 0.5085 | Nsdr 1.217
[2024-12-12 16:47:18,908][demucs.solver][INFO] - Valid | Epoch 474 | 5/20 | 3.19 it/sec | Loss 0.5303 | Reco 0.5303 | Nsdr 1.201
[2024-12-12 16:47:19,119][demucs.solver][INFO] - Valid | Epoch 474 | 6/20 | 3.35 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.214
[2024-12-12 16:47:19,301][demucs.solver][INFO] - Valid | Epoch 474 | 7/20 | 3.52 it/sec | Loss 0.5346 | Reco 0.5346 | Nsdr 1.234
[2024-12-12 16:47:19,488][demucs.solver][INFO] - Valid | Epoch 474 | 8/20 | 3.66 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.223
[2024-12-12 16:47:19,678][demucs.solver][INFO] - Valid | Epoch 474 | 9/20 | 3.78 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.239
[2024-12-12 16:47:19,875][demucs.solver][INFO] - Valid | Epoch 474 | 10/20 | 3.87 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.222
[2024-12-12 16:47:20,070][demucs.solver][INFO] - Valid | Epoch 474 | 11/20 | 3.95 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.218
[2024-12-12 16:47:20,268][demucs.solver][INFO] - Valid | Epoch 474 | 12/20 | 4.01 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.196
[2024-12-12 16:47:20,452][demucs.solver][INFO] - Valid | Epoch 474 | 13/20 | 4.09 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.198
[2024-12-12 16:47:20,651][demucs.solver][INFO] - Valid | Epoch 474 | 14/20 | 4.14 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.205
[2024-12-12 16:47:20,848][demucs.solver][INFO] - Valid | Epoch 474 | 15/20 | 4.19 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.211
[2024-12-12 16:47:21,047][demucs.solver][INFO] - Valid | Epoch 474 | 16/20 | 4.23 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.218
[2024-12-12 16:47:21,216][demucs.solver][INFO] - Valid | Epoch 474 | 17/20 | 4.30 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.229
[2024-12-12 16:47:21,398][demucs.solver][INFO] - Valid | Epoch 474 | 18/20 | 4.35 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.201
[2024-12-12 16:47:21,570][demucs.solver][INFO] - Valid | Epoch 474 | 19/20 | 4.40 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.215
[2024-12-12 16:47:21,955][demucs.solver][INFO] - Valid Summary | Epoch 474 | Loss=0.5398 | Reco=0.5398 | Nsdr=1.215 | Best=0.5301 | Bname=main
[2024-12-12 16:47:23,398][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:47:23,398][demucs.solver][INFO] - Training...
[2024-12-12 16:47:30,001][demucs.solver][INFO] - Train | Epoch 475 | 1/14 | 0.40 it/sec | Loss 0.2692 | Reco 0.2692 | Grad 1.4491
[2024-12-12 16:47:31,352][demucs.solver][INFO] - Train | Epoch 475 | 2/14 | 0.47 it/sec | Loss 0.2660 | Reco 0.2660 | Grad 1.3233
[2024-12-12 16:47:31,997][demucs.solver][INFO] - Train | Epoch 475 | 3/14 | 0.57 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 1.4001
[2024-12-12 16:47:32,640][demucs.solver][INFO] - Train | Epoch 475 | 4/14 | 0.66 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 1.4170
[2024-12-12 16:47:33,286][demucs.solver][INFO] - Train | Epoch 475 | 5/14 | 0.73 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 1.3889
[2024-12-12 16:47:34,461][demucs.solver][INFO] - Train | Epoch 475 | 6/14 | 0.74 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 1.2263
[2024-12-12 16:47:35,636][demucs.solver][INFO] - Train | Epoch 475 | 7/14 | 0.75 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.3433
[2024-12-12 16:47:36,815][demucs.solver][INFO] - Train | Epoch 475 | 8/14 | 0.76 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.4499
[2024-12-12 16:47:37,574][demucs.solver][INFO] - Train | Epoch 475 | 9/14 | 0.80 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.5462
[2024-12-12 16:47:38,310][demucs.solver][INFO] - Train | Epoch 475 | 10/14 | 0.83 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 1.5446
[2024-12-12 16:47:38,946][demucs.solver][INFO] - Train | Epoch 475 | 11/14 | 0.86 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.7037
[2024-12-12 16:47:39,580][demucs.solver][INFO] - Train | Epoch 475 | 12/14 | 0.89 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.6050
[2024-12-12 16:47:40,215][demucs.solver][INFO] - Train | Epoch 475 | 13/14 | 0.92 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.5508
[2024-12-12 16:47:40,541][demucs.solver][INFO] - Train Summary | Epoch 475 | Loss=0.2409 | Reco=0.2409 | Grad=1.5508
[2024-12-12 16:47:40,541][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:47:40,542][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:47:42,909][demucs.solver][INFO] - Valid | Epoch 475 | 1/20 | 3.67 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.269
[2024-12-12 16:47:43,110][demucs.solver][INFO] - Valid | Epoch 475 | 2/20 | 4.02 it/sec | Loss 0.4463 | Reco 0.4463 | Nsdr 1.105
[2024-12-12 16:47:43,279][demucs.solver][INFO] - Valid | Epoch 475 | 3/20 | 4.37 it/sec | Loss 0.4903 | Reco 0.4903 | Nsdr 1.159
[2024-12-12 16:47:43,466][demucs.solver][INFO] - Valid | Epoch 475 | 4/20 | 4.54 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.186
[2024-12-12 16:47:43,635][demucs.solver][INFO] - Valid | Epoch 475 | 5/20 | 4.72 it/sec | Loss 0.5307 | Reco 0.5307 | Nsdr 1.167
[2024-12-12 16:47:43,816][demucs.solver][INFO] - Valid | Epoch 475 | 6/20 | 4.82 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.180
[2024-12-12 16:47:44,017][demucs.solver][INFO] - Valid | Epoch 475 | 7/20 | 4.84 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.193
[2024-12-12 16:47:44,199][demucs.solver][INFO] - Valid | Epoch 475 | 8/20 | 4.91 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.181
[2024-12-12 16:47:44,356][demucs.solver][INFO] - Valid | Epoch 475 | 9/20 | 5.02 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.194
[2024-12-12 16:47:44,528][demucs.solver][INFO] - Valid | Epoch 475 | 10/20 | 5.08 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.179
[2024-12-12 16:47:44,711][demucs.solver][INFO] - Valid | Epoch 475 | 11/20 | 5.11 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.178
[2024-12-12 16:47:44,881][demucs.solver][INFO] - Valid | Epoch 475 | 12/20 | 5.17 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.159
[2024-12-12 16:47:45,050][demucs.solver][INFO] - Valid | Epoch 475 | 13/20 | 5.21 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.164
[2024-12-12 16:47:45,235][demucs.solver][INFO] - Valid | Epoch 475 | 14/20 | 5.22 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.170
[2024-12-12 16:47:45,423][demucs.solver][INFO] - Valid | Epoch 475 | 15/20 | 5.23 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.176
[2024-12-12 16:47:45,613][demucs.solver][INFO] - Valid | Epoch 475 | 16/20 | 5.23 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.184
[2024-12-12 16:47:45,768][demucs.solver][INFO] - Valid | Epoch 475 | 17/20 | 5.29 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.191
[2024-12-12 16:47:45,955][demucs.solver][INFO] - Valid | Epoch 475 | 18/20 | 5.29 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.168
[2024-12-12 16:47:46,141][demucs.solver][INFO] - Valid | Epoch 475 | 19/20 | 5.29 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.178
[2024-12-12 16:47:46,630][demucs.solver][INFO] - Valid Summary | Epoch 475 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.178 | Best=0.5301 | Bname=main
[2024-12-12 16:47:48,013][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:47:48,014][demucs.solver][INFO] - Training...
[2024-12-12 16:47:53,780][demucs.solver][INFO] - Train | Epoch 476 | 1/14 | 0.49 it/sec | Loss 0.2196 | Reco 0.2196 | Grad 1.6769
[2024-12-12 16:47:54,428][demucs.solver][INFO] - Train | Epoch 476 | 2/14 | 0.63 it/sec | Loss 0.2287 | Reco 0.2287 | Grad 1.8173
[2024-12-12 16:47:55,080][demucs.solver][INFO] - Train | Epoch 476 | 3/14 | 0.74 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 2.3571
[2024-12-12 16:47:55,721][demucs.solver][INFO] - Train | Epoch 476 | 4/14 | 0.83 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 2.3677
[2024-12-12 16:47:58,714][demucs.solver][INFO] - Train | Epoch 476 | 5/14 | 0.66 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 2.0072
[2024-12-12 16:47:59,358][demucs.solver][INFO] - Train | Epoch 476 | 6/14 | 0.72 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 1.8589
[2024-12-12 16:48:00,002][demucs.solver][INFO] - Train | Epoch 476 | 7/14 | 0.77 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.8620
[2024-12-12 16:48:00,637][demucs.solver][INFO] - Train | Epoch 476 | 8/14 | 0.82 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.0216
[2024-12-12 16:48:01,273][demucs.solver][INFO] - Train | Epoch 476 | 9/14 | 0.86 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.9967
[2024-12-12 16:48:01,908][demucs.solver][INFO] - Train | Epoch 476 | 10/14 | 0.90 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.9337
[2024-12-12 16:48:02,544][demucs.solver][INFO] - Train | Epoch 476 | 11/14 | 0.93 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.8288
[2024-12-12 16:48:03,180][demucs.solver][INFO] - Train | Epoch 476 | 12/14 | 0.96 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.7515
[2024-12-12 16:48:03,817][demucs.solver][INFO] - Train | Epoch 476 | 13/14 | 0.99 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.8269
[2024-12-12 16:48:04,144][demucs.solver][INFO] - Train Summary | Epoch 476 | Loss=0.2486 | Reco=0.2486 | Grad=1.8269
[2024-12-12 16:48:04,144][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:48:04,144][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:48:06,388][demucs.solver][INFO] - Valid | Epoch 476 | 1/20 | 3.67 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.260
[2024-12-12 16:48:06,593][demucs.solver][INFO] - Valid | Epoch 476 | 2/20 | 4.00 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.080
[2024-12-12 16:48:06,766][demucs.solver][INFO] - Valid | Epoch 476 | 3/20 | 4.33 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.158
[2024-12-12 16:48:06,951][demucs.solver][INFO] - Valid | Epoch 476 | 4/20 | 4.51 it/sec | Loss 0.5100 | Reco 0.5100 | Nsdr 1.191
[2024-12-12 16:48:07,156][demucs.solver][INFO] - Valid | Epoch 476 | 5/20 | 4.57 it/sec | Loss 0.5316 | Reco 0.5316 | Nsdr 1.179
[2024-12-12 16:48:07,343][demucs.solver][INFO] - Valid | Epoch 476 | 6/20 | 4.66 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.192
[2024-12-12 16:48:07,515][demucs.solver][INFO] - Valid | Epoch 476 | 7/20 | 4.78 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.212
[2024-12-12 16:48:07,700][demucs.solver][INFO] - Valid | Epoch 476 | 8/20 | 4.85 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.202
[2024-12-12 16:48:07,899][demucs.solver][INFO] - Valid | Epoch 476 | 9/20 | 4.86 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.218
[2024-12-12 16:48:08,097][demucs.solver][INFO] - Valid | Epoch 476 | 10/20 | 4.88 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.200
[2024-12-12 16:48:08,263][demucs.solver][INFO] - Valid | Epoch 476 | 11/20 | 4.96 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.197
[2024-12-12 16:48:08,444][demucs.solver][INFO] - Valid | Epoch 476 | 12/20 | 5.00 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.176
[2024-12-12 16:48:08,630][demucs.solver][INFO] - Valid | Epoch 476 | 13/20 | 5.02 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.177
[2024-12-12 16:48:08,828][demucs.solver][INFO] - Valid | Epoch 476 | 14/20 | 5.03 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.184
[2024-12-12 16:48:09,010][demucs.solver][INFO] - Valid | Epoch 476 | 15/20 | 5.05 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.190
[2024-12-12 16:48:09,207][demucs.solver][INFO] - Valid | Epoch 476 | 16/20 | 5.05 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.196
[2024-12-12 16:48:09,390][demucs.solver][INFO] - Valid | Epoch 476 | 17/20 | 5.07 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.207
[2024-12-12 16:48:09,557][demucs.solver][INFO] - Valid | Epoch 476 | 18/20 | 5.12 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.181
[2024-12-12 16:48:09,753][demucs.solver][INFO] - Valid | Epoch 476 | 19/20 | 5.11 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.194
[2024-12-12 16:48:10,119][demucs.solver][INFO] - Valid Summary | Epoch 476 | Loss=0.5411 | Reco=0.5411 | Nsdr=1.194 | Best=0.5301 | Bname=main
[2024-12-12 16:48:11,559][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:48:11,560][demucs.solver][INFO] - Training...
[2024-12-12 16:48:20,914][demucs.solver][INFO] - Train | Epoch 477 | 1/14 | 0.26 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 3.0897
[2024-12-12 16:48:21,565][demucs.solver][INFO] - Train | Epoch 477 | 2/14 | 0.36 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 2.4850
[2024-12-12 16:48:22,203][demucs.solver][INFO] - Train | Epoch 477 | 3/14 | 0.44 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.2390
[2024-12-12 16:48:22,841][demucs.solver][INFO] - Train | Epoch 477 | 4/14 | 0.52 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.1295
[2024-12-12 16:48:23,472][demucs.solver][INFO] - Train | Epoch 477 | 5/14 | 0.58 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 1.9420
[2024-12-12 16:48:24,109][demucs.solver][INFO] - Train | Epoch 477 | 6/14 | 0.64 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.0301
[2024-12-12 16:48:24,745][demucs.solver][INFO] - Train | Epoch 477 | 7/14 | 0.69 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.9304
[2024-12-12 16:48:25,375][demucs.solver][INFO] - Train | Epoch 477 | 8/14 | 0.74 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 1.9264
[2024-12-12 16:48:26,005][demucs.solver][INFO] - Train | Epoch 477 | 9/14 | 0.78 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 1.7644
[2024-12-12 16:48:26,643][demucs.solver][INFO] - Train | Epoch 477 | 10/14 | 0.82 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 1.6641
[2024-12-12 16:48:27,277][demucs.solver][INFO] - Train | Epoch 477 | 11/14 | 0.85 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 1.9070
[2024-12-12 16:48:27,913][demucs.solver][INFO] - Train | Epoch 477 | 12/14 | 0.88 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 1.8986
[2024-12-12 16:48:28,549][demucs.solver][INFO] - Train | Epoch 477 | 13/14 | 0.91 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 1.8851
[2024-12-12 16:48:28,878][demucs.solver][INFO] - Train Summary | Epoch 477 | Loss=0.2490 | Reco=0.2490 | Grad=1.8851
[2024-12-12 16:48:28,878][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:48:28,878][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:48:31,084][demucs.solver][INFO] - Valid | Epoch 477 | 1/20 | 3.35 it/sec | Loss 0.5821 | Reco 0.5821 | Nsdr 1.160
[2024-12-12 16:48:31,299][demucs.solver][INFO] - Valid | Epoch 477 | 2/20 | 3.70 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 1.018
[2024-12-12 16:48:31,470][demucs.solver][INFO] - Valid | Epoch 477 | 3/20 | 4.07 it/sec | Loss 0.4990 | Reco 0.4990 | Nsdr 1.051
[2024-12-12 16:48:31,672][demucs.solver][INFO] - Valid | Epoch 477 | 4/20 | 4.22 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.072
[2024-12-12 16:48:31,857][demucs.solver][INFO] - Valid | Epoch 477 | 5/20 | 4.38 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.046
[2024-12-12 16:48:32,045][demucs.solver][INFO] - Valid | Epoch 477 | 6/20 | 4.50 it/sec | Loss 0.5248 | Reco 0.5248 | Nsdr 1.065
[2024-12-12 16:48:32,229][demucs.solver][INFO] - Valid | Epoch 477 | 7/20 | 4.60 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.069
[2024-12-12 16:48:32,430][demucs.solver][INFO] - Valid | Epoch 477 | 8/20 | 4.63 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.056
[2024-12-12 16:48:32,616][demucs.solver][INFO] - Valid | Epoch 477 | 9/20 | 4.70 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.062
[2024-12-12 16:48:32,788][demucs.solver][INFO] - Valid | Epoch 477 | 10/20 | 4.78 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.055
[2024-12-12 16:48:32,974][demucs.solver][INFO] - Valid | Epoch 477 | 11/20 | 4.83 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.057
[2024-12-12 16:48:33,157][demucs.solver][INFO] - Valid | Epoch 477 | 12/20 | 4.87 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.042
[2024-12-12 16:48:33,342][demucs.solver][INFO] - Valid | Epoch 477 | 13/20 | 4.90 it/sec | Loss 0.5783 | Reco 0.5783 | Nsdr 1.048
[2024-12-12 16:48:33,539][demucs.solver][INFO] - Valid | Epoch 477 | 14/20 | 4.92 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.052
[2024-12-12 16:48:33,738][demucs.solver][INFO] - Valid | Epoch 477 | 15/20 | 4.92 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.057
[2024-12-12 16:48:33,936][demucs.solver][INFO] - Valid | Epoch 477 | 16/20 | 4.93 it/sec | Loss 0.5811 | Reco 0.5811 | Nsdr 1.065
[2024-12-12 16:48:34,134][demucs.solver][INFO] - Valid | Epoch 477 | 17/20 | 4.94 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.074
[2024-12-12 16:48:34,314][demucs.solver][INFO] - Valid | Epoch 477 | 18/20 | 4.97 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.055
[2024-12-12 16:48:34,482][demucs.solver][INFO] - Valid | Epoch 477 | 19/20 | 5.01 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.062
[2024-12-12 16:48:34,854][demucs.solver][INFO] - Valid Summary | Epoch 477 | Loss=0.5510 | Reco=0.5510 | Nsdr=1.062 | Best=0.5301 | Bname=main
[2024-12-12 16:48:36,232][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:48:36,232][demucs.solver][INFO] - Training...
[2024-12-12 16:48:41,177][demucs.solver][INFO] - Train | Epoch 478 | 1/14 | 0.60 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 0.8951
[2024-12-12 16:48:43,498][demucs.solver][INFO] - Train | Epoch 478 | 2/14 | 0.53 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 1.5262
[2024-12-12 16:48:44,172][demucs.solver][INFO] - Train | Epoch 478 | 3/14 | 0.63 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 2.0748
[2024-12-12 16:48:44,823][demucs.solver][INFO] - Train | Epoch 478 | 4/14 | 0.72 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 1.7690
[2024-12-12 16:48:45,472][demucs.solver][INFO] - Train | Epoch 478 | 5/14 | 0.79 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.5337
[2024-12-12 16:48:46,116][demucs.solver][INFO] - Train | Epoch 478 | 6/14 | 0.85 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.5618
[2024-12-12 16:48:46,758][demucs.solver][INFO] - Train | Epoch 478 | 7/14 | 0.90 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.7998
[2024-12-12 16:48:47,398][demucs.solver][INFO] - Train | Epoch 478 | 8/14 | 0.94 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.9227
[2024-12-12 16:48:48,039][demucs.solver][INFO] - Train | Epoch 478 | 9/14 | 0.98 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 1.9997
[2024-12-12 16:48:48,670][demucs.solver][INFO] - Train | Epoch 478 | 10/14 | 1.02 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.9691
[2024-12-12 16:48:49,302][demucs.solver][INFO] - Train | Epoch 478 | 11/14 | 1.05 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 2.0421
[2024-12-12 16:48:49,930][demucs.solver][INFO] - Train | Epoch 478 | 12/14 | 1.08 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.0051
[2024-12-12 16:48:50,559][demucs.solver][INFO] - Train | Epoch 478 | 13/14 | 1.10 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.9928
[2024-12-12 16:48:50,877][demucs.solver][INFO] - Train Summary | Epoch 478 | Loss=0.2409 | Reco=0.2409 | Grad=1.9928
[2024-12-12 16:48:50,878][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:48:50,878][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:48:53,093][demucs.solver][INFO] - Valid | Epoch 478 | 1/20 | 3.07 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.312
[2024-12-12 16:48:53,330][demucs.solver][INFO] - Valid | Epoch 478 | 2/20 | 3.37 it/sec | Loss 0.4456 | Reco 0.4456 | Nsdr 1.123
[2024-12-12 16:48:53,592][demucs.solver][INFO] - Valid | Epoch 478 | 3/20 | 3.47 it/sec | Loss 0.4890 | Reco 0.4890 | Nsdr 1.191
[2024-12-12 16:48:53,824][demucs.solver][INFO] - Valid | Epoch 478 | 4/20 | 3.61 it/sec | Loss 0.5059 | Reco 0.5059 | Nsdr 1.229
[2024-12-12 16:48:54,029][demucs.solver][INFO] - Valid | Epoch 478 | 5/20 | 3.78 it/sec | Loss 0.5270 | Reco 0.5270 | Nsdr 1.221
[2024-12-12 16:48:54,267][demucs.solver][INFO] - Valid | Epoch 478 | 6/20 | 3.83 it/sec | Loss 0.5111 | Reco 0.5111 | Nsdr 1.234
[2024-12-12 16:48:54,504][demucs.solver][INFO] - Valid | Epoch 478 | 7/20 | 3.88 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.251
[2024-12-12 16:48:54,913][demucs.solver][INFO] - Valid | Epoch 478 | 8/20 | 3.64 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.245
[2024-12-12 16:48:55,724][demucs.solver][INFO] - Valid | Epoch 478 | 9/20 | 3.05 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.261
[2024-12-12 16:48:56,570][demucs.solver][INFO] - Valid | Epoch 478 | 10/20 | 2.66 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.243
[2024-12-12 16:48:57,349][demucs.solver][INFO] - Valid | Epoch 478 | 11/20 | 2.45 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.240
[2024-12-12 16:48:58,156][demucs.solver][INFO] - Valid | Epoch 478 | 12/20 | 2.27 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.219
[2024-12-12 16:48:58,970][demucs.solver][INFO] - Valid | Epoch 478 | 13/20 | 2.14 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.221
[2024-12-12 16:48:59,164][demucs.solver][INFO] - Valid | Epoch 478 | 14/20 | 2.23 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.227
[2024-12-12 16:48:59,344][demucs.solver][INFO] - Valid | Epoch 478 | 15/20 | 2.32 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.235
[2024-12-12 16:48:59,512][demucs.solver][INFO] - Valid | Epoch 478 | 16/20 | 2.40 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.241
[2024-12-12 16:48:59,694][demucs.solver][INFO] - Valid | Epoch 478 | 17/20 | 2.48 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.248
[2024-12-12 16:48:59,877][demucs.solver][INFO] - Valid | Epoch 478 | 18/20 | 2.55 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.221
[2024-12-12 16:49:00,063][demucs.solver][INFO] - Valid | Epoch 478 | 19/20 | 2.62 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.232
[2024-12-12 16:49:00,526][demucs.solver][INFO] - Valid Summary | Epoch 478 | Loss=0.5375 | Reco=0.5375 | Nsdr=1.232 | Best=0.5301 | Bname=main
[2024-12-12 16:49:01,956][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:49:01,956][demucs.solver][INFO] - Training...
[2024-12-12 16:49:12,284][demucs.solver][INFO] - Train | Epoch 479 | 1/14 | 0.23 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.9115
[2024-12-12 16:49:13,114][demucs.solver][INFO] - Train | Epoch 479 | 2/14 | 0.32 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 0.7976
[2024-12-12 16:49:14,238][demucs.solver][INFO] - Train | Epoch 479 | 3/14 | 0.38 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 0.9326
[2024-12-12 16:49:14,958][demucs.solver][INFO] - Train | Epoch 479 | 4/14 | 0.44 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 0.9876
[2024-12-12 16:49:15,599][demucs.solver][INFO] - Train | Epoch 479 | 5/14 | 0.50 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.2706
[2024-12-12 16:49:16,238][demucs.solver][INFO] - Train | Epoch 479 | 6/14 | 0.56 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.4696
[2024-12-12 16:49:16,878][demucs.solver][INFO] - Train | Epoch 479 | 7/14 | 0.60 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.4552
[2024-12-12 16:49:17,518][demucs.solver][INFO] - Train | Epoch 479 | 8/14 | 0.65 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 1.4273
[2024-12-12 16:49:18,151][demucs.solver][INFO] - Train | Epoch 479 | 9/14 | 0.69 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.5386
[2024-12-12 16:49:18,784][demucs.solver][INFO] - Train | Epoch 479 | 10/14 | 0.73 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.5227
[2024-12-12 16:49:19,416][demucs.solver][INFO] - Train | Epoch 479 | 11/14 | 0.76 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.5853
[2024-12-12 16:49:20,047][demucs.solver][INFO] - Train | Epoch 479 | 12/14 | 0.79 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.6918
[2024-12-12 16:49:20,683][demucs.solver][INFO] - Train | Epoch 479 | 13/14 | 0.82 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 1.6883
[2024-12-12 16:49:21,001][demucs.solver][INFO] - Train Summary | Epoch 479 | Loss=0.2408 | Reco=0.2408 | Grad=1.6883
[2024-12-12 16:49:21,002][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:49:21,002][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:49:23,125][demucs.solver][INFO] - Valid | Epoch 479 | 1/20 | 3.48 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.257
[2024-12-12 16:49:23,311][demucs.solver][INFO] - Valid | Epoch 479 | 2/20 | 3.95 it/sec | Loss 0.4485 | Reco 0.4485 | Nsdr 1.078
[2024-12-12 16:49:23,514][demucs.solver][INFO] - Valid | Epoch 479 | 3/20 | 4.15 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.149
[2024-12-12 16:49:23,702][demucs.solver][INFO] - Valid | Epoch 479 | 4/20 | 4.34 it/sec | Loss 0.5095 | Reco 0.5095 | Nsdr 1.183
[2024-12-12 16:49:23,892][demucs.solver][INFO] - Valid | Epoch 479 | 5/20 | 4.47 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.170
[2024-12-12 16:49:24,062][demucs.solver][INFO] - Valid | Epoch 479 | 6/20 | 4.63 it/sec | Loss 0.5153 | Reco 0.5153 | Nsdr 1.184
[2024-12-12 16:49:24,263][demucs.solver][INFO] - Valid | Epoch 479 | 7/20 | 4.67 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.202
[2024-12-12 16:49:24,455][demucs.solver][INFO] - Valid | Epoch 479 | 8/20 | 4.73 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.196
[2024-12-12 16:49:24,660][demucs.solver][INFO] - Valid | Epoch 479 | 9/20 | 4.74 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.209
[2024-12-12 16:49:24,831][demucs.solver][INFO] - Valid | Epoch 479 | 10/20 | 4.82 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.193
[2024-12-12 16:49:25,017][demucs.solver][INFO] - Valid | Epoch 479 | 11/20 | 4.87 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.191
[2024-12-12 16:49:25,185][demucs.solver][INFO] - Valid | Epoch 479 | 12/20 | 4.93 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.171
[2024-12-12 16:49:25,372][demucs.solver][INFO] - Valid | Epoch 479 | 13/20 | 4.96 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.173
[2024-12-12 16:49:25,556][demucs.solver][INFO] - Valid | Epoch 479 | 14/20 | 4.99 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.179
[2024-12-12 16:49:25,739][demucs.solver][INFO] - Valid | Epoch 479 | 15/20 | 5.02 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.186
[2024-12-12 16:49:25,921][demucs.solver][INFO] - Valid | Epoch 479 | 16/20 | 5.04 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.192
[2024-12-12 16:49:26,118][demucs.solver][INFO] - Valid | Epoch 479 | 17/20 | 5.05 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.200
[2024-12-12 16:49:26,272][demucs.solver][INFO] - Valid | Epoch 479 | 18/20 | 5.11 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.174
[2024-12-12 16:49:26,470][demucs.solver][INFO] - Valid | Epoch 479 | 19/20 | 5.10 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.186
[2024-12-12 16:49:26,849][demucs.solver][INFO] - Valid Summary | Epoch 479 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.186 | Best=0.5301 | Bname=main
[2024-12-12 16:49:28,291][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:49:28,291][demucs.solver][INFO] - Training...
[2024-12-12 16:49:37,641][demucs.solver][INFO] - Train | Epoch 480 | 1/14 | 0.26 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.0652
[2024-12-12 16:49:38,492][demucs.solver][INFO] - Train | Epoch 480 | 2/14 | 0.35 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.3527
[2024-12-12 16:49:39,717][demucs.solver][INFO] - Train | Epoch 480 | 3/14 | 0.41 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.8901
[2024-12-12 16:49:40,748][demucs.solver][INFO] - Train | Epoch 480 | 4/14 | 0.46 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 2.1888
[2024-12-12 16:49:41,393][demucs.solver][INFO] - Train | Epoch 480 | 5/14 | 0.52 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 2.0996
[2024-12-12 16:49:42,025][demucs.solver][INFO] - Train | Epoch 480 | 6/14 | 0.58 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.1285
[2024-12-12 16:49:42,660][demucs.solver][INFO] - Train | Epoch 480 | 7/14 | 0.63 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.2173
[2024-12-12 16:49:43,295][demucs.solver][INFO] - Train | Epoch 480 | 8/14 | 0.67 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 2.0089
[2024-12-12 16:49:43,926][demucs.solver][INFO] - Train | Epoch 480 | 9/14 | 0.72 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.9405
[2024-12-12 16:49:44,558][demucs.solver][INFO] - Train | Epoch 480 | 10/14 | 0.75 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.8846
[2024-12-12 16:49:45,187][demucs.solver][INFO] - Train | Epoch 480 | 11/14 | 0.79 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.9086
[2024-12-12 16:49:45,816][demucs.solver][INFO] - Train | Epoch 480 | 12/14 | 0.82 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.7792
[2024-12-12 16:49:46,443][demucs.solver][INFO] - Train | Epoch 480 | 13/14 | 0.85 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.7143
[2024-12-12 16:49:46,768][demucs.solver][INFO] - Train Summary | Epoch 480 | Loss=0.2443 | Reco=0.2443 | Grad=1.7143
[2024-12-12 16:49:46,768][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:49:46,768][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:49:48,909][demucs.solver][INFO] - Valid | Epoch 480 | 1/20 | 3.47 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.274
[2024-12-12 16:49:49,157][demucs.solver][INFO] - Valid | Epoch 480 | 2/20 | 3.64 it/sec | Loss 0.4478 | Reco 0.4478 | Nsdr 1.089
[2024-12-12 16:49:49,376][demucs.solver][INFO] - Valid | Epoch 480 | 3/20 | 3.83 it/sec | Loss 0.4913 | Reco 0.4913 | Nsdr 1.168
[2024-12-12 16:49:49,575][demucs.solver][INFO] - Valid | Epoch 480 | 4/20 | 4.03 it/sec | Loss 0.5084 | Reco 0.5084 | Nsdr 1.208
[2024-12-12 16:49:49,760][demucs.solver][INFO] - Valid | Epoch 480 | 5/20 | 4.21 it/sec | Loss 0.5296 | Reco 0.5296 | Nsdr 1.200
[2024-12-12 16:49:49,948][demucs.solver][INFO] - Valid | Epoch 480 | 6/20 | 4.33 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.215
[2024-12-12 16:49:50,146][demucs.solver][INFO] - Valid | Epoch 480 | 7/20 | 4.41 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.235
[2024-12-12 16:49:50,332][demucs.solver][INFO] - Valid | Epoch 480 | 8/20 | 4.50 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.230
[2024-12-12 16:49:50,518][demucs.solver][INFO] - Valid | Epoch 480 | 9/20 | 4.58 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.245
[2024-12-12 16:49:50,686][demucs.solver][INFO] - Valid | Epoch 480 | 10/20 | 4.67 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.225
[2024-12-12 16:49:50,869][demucs.solver][INFO] - Valid | Epoch 480 | 11/20 | 4.73 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.222
[2024-12-12 16:49:51,054][demucs.solver][INFO] - Valid | Epoch 480 | 12/20 | 4.78 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.202
[2024-12-12 16:49:51,224][demucs.solver][INFO] - Valid | Epoch 480 | 13/20 | 4.84 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.205
[2024-12-12 16:49:51,393][demucs.solver][INFO] - Valid | Epoch 480 | 14/20 | 4.90 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.211
[2024-12-12 16:49:51,576][demucs.solver][INFO] - Valid | Epoch 480 | 15/20 | 4.93 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.218
[2024-12-12 16:49:51,757][demucs.solver][INFO] - Valid | Epoch 480 | 16/20 | 4.96 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.224
[2024-12-12 16:49:51,925][demucs.solver][INFO] - Valid | Epoch 480 | 17/20 | 5.01 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.231
[2024-12-12 16:49:52,108][demucs.solver][INFO] - Valid | Epoch 480 | 18/20 | 5.03 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.203
[2024-12-12 16:49:52,304][demucs.solver][INFO] - Valid | Epoch 480 | 19/20 | 5.04 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.217
[2024-12-12 16:49:52,685][demucs.solver][INFO] - Valid Summary | Epoch 480 | Loss=0.5390 | Reco=0.5390 | Nsdr=1.217 | Best=0.5301 | Bname=main
[2024-12-12 16:49:52,685][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:49:52,685][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 16:50:06,981][demucs.evaluate][INFO] - Eval | 1/20 | 0.28 it/sec
[2024-12-12 16:50:10,556][demucs.evaluate][INFO] - Eval | 2/20 | 0.28 it/sec
[2024-12-12 16:50:13,941][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 16:50:17,462][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 16:50:20,943][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 16:50:24,378][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 16:50:27,822][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 16:50:31,402][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 16:50:34,846][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 16:50:38,256][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 16:50:41,658][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 16:50:45,069][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 16:50:48,498][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 16:50:51,856][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 16:50:55,273][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 16:50:58,751][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 16:51:02,287][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 16:51:05,817][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 16:51:09,210][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 16:51:09,239][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 73.03 it/sec
[2024-12-12 16:51:09,250][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 76.62 it/sec
[2024-12-12 16:51:09,262][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 78.96 it/sec
[2024-12-12 16:51:09,274][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 80.18 it/sec
[2024-12-12 16:51:09,286][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 80.27 it/sec
[2024-12-12 16:51:09,293][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 85.20 it/sec
[2024-12-12 16:51:09,303][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 86.95 it/sec
[2024-12-12 16:51:09,312][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 89.54 it/sec
[2024-12-12 16:51:09,320][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 91.66 it/sec
[2024-12-12 16:51:09,332][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 91.13 it/sec
[2024-12-12 16:51:09,344][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 90.18 it/sec
[2024-12-12 16:51:09,354][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 90.91 it/sec
[2024-12-12 16:51:09,365][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 91.09 it/sec
[2024-12-12 16:51:09,372][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 93.33 it/sec
[2024-12-12 16:51:09,382][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 93.50 it/sec
[2024-12-12 16:51:09,390][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 95.28 it/sec
[2024-12-12 16:51:09,401][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 94.95 it/sec
[2024-12-12 16:51:09,413][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 93.99 it/sec
[2024-12-12 16:51:09,421][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 95.13 it/sec
[2024-12-12 16:51:09,472][demucs.solver][INFO] - Test Summary | Epoch 480 | Nsdr=1.101 | Nsdr_drums=1.107 | Nsdr_bass=1.137 | Nsdr_other=1.076 | Nsdr_vocals=1.085
[2024-12-12 16:51:10,837][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:51:10,837][demucs.solver][INFO] - Training...
[2024-12-12 16:51:18,701][demucs.solver][INFO] - Train | Epoch 481 | 1/14 | 0.32 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.3037
[2024-12-12 16:51:19,350][demucs.solver][INFO] - Train | Epoch 481 | 2/14 | 0.44 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 1.2212
[2024-12-12 16:51:19,997][demucs.solver][INFO] - Train | Epoch 481 | 3/14 | 0.53 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.4633
[2024-12-12 16:51:20,644][demucs.solver][INFO] - Train | Epoch 481 | 4/14 | 0.61 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.5623
[2024-12-12 16:51:21,292][demucs.solver][INFO] - Train | Epoch 481 | 5/14 | 0.68 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 1.4243
[2024-12-12 16:51:21,942][demucs.solver][INFO] - Train | Epoch 481 | 6/14 | 0.74 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 1.6069
[2024-12-12 16:51:22,586][demucs.solver][INFO] - Train | Epoch 481 | 7/14 | 0.79 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.6681
[2024-12-12 16:51:23,222][demucs.solver][INFO] - Train | Epoch 481 | 8/14 | 0.84 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 1.7350
[2024-12-12 16:51:23,864][demucs.solver][INFO] - Train | Epoch 481 | 9/14 | 0.88 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 1.8300
[2024-12-12 16:51:24,501][demucs.solver][INFO] - Train | Epoch 481 | 10/14 | 0.92 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 1.6921
[2024-12-12 16:51:25,141][demucs.solver][INFO] - Train | Epoch 481 | 11/14 | 0.95 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 1.6203
[2024-12-12 16:51:27,805][demucs.solver][INFO] - Train | Epoch 481 | 12/14 | 0.85 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 1.5928
[2024-12-12 16:51:28,437][demucs.solver][INFO] - Train | Epoch 481 | 13/14 | 0.88 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.5550
[2024-12-12 16:51:28,772][demucs.solver][INFO] - Train Summary | Epoch 481 | Loss=0.2485 | Reco=0.2485 | Grad=1.5550
[2024-12-12 16:51:28,772][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:51:28,773][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:51:31,025][demucs.solver][INFO] - Valid | Epoch 481 | 1/20 | 2.91 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.265
[2024-12-12 16:51:31,255][demucs.solver][INFO] - Valid | Epoch 481 | 2/20 | 3.27 it/sec | Loss 0.4479 | Reco 0.4479 | Nsdr 1.091
[2024-12-12 16:51:31,443][demucs.solver][INFO] - Valid | Epoch 481 | 3/20 | 3.62 it/sec | Loss 0.4916 | Reco 0.4916 | Nsdr 1.149
[2024-12-12 16:51:31,630][demucs.solver][INFO] - Valid | Epoch 481 | 4/20 | 3.87 it/sec | Loss 0.5092 | Reco 0.5092 | Nsdr 1.182
[2024-12-12 16:51:31,815][demucs.solver][INFO] - Valid | Epoch 481 | 5/20 | 4.06 it/sec | Loss 0.5316 | Reco 0.5316 | Nsdr 1.162
[2024-12-12 16:51:32,014][demucs.solver][INFO] - Valid | Epoch 481 | 6/20 | 4.18 it/sec | Loss 0.5153 | Reco 0.5153 | Nsdr 1.179
[2024-12-12 16:51:32,196][demucs.solver][INFO] - Valid | Epoch 481 | 7/20 | 4.31 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.193
[2024-12-12 16:51:32,365][demucs.solver][INFO] - Valid | Epoch 481 | 8/20 | 4.44 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.183
[2024-12-12 16:51:32,525][demucs.solver][INFO] - Valid | Epoch 481 | 9/20 | 4.57 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.195
[2024-12-12 16:51:32,710][demucs.solver][INFO] - Valid | Epoch 481 | 10/20 | 4.64 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.182
[2024-12-12 16:51:32,879][demucs.solver][INFO] - Valid | Epoch 481 | 11/20 | 4.72 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.182
[2024-12-12 16:51:33,035][demucs.solver][INFO] - Valid | Epoch 481 | 12/20 | 4.82 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.164
[2024-12-12 16:51:33,218][demucs.solver][INFO] - Valid | Epoch 481 | 13/20 | 4.86 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.168
[2024-12-12 16:51:33,388][demucs.solver][INFO] - Valid | Epoch 481 | 14/20 | 4.92 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.173
[2024-12-12 16:51:33,585][demucs.solver][INFO] - Valid | Epoch 481 | 15/20 | 4.93 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.180
[2024-12-12 16:51:33,780][demucs.solver][INFO] - Valid | Epoch 481 | 16/20 | 4.94 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.188
[2024-12-12 16:51:33,989][demucs.solver][INFO] - Valid | Epoch 481 | 17/20 | 4.93 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.196
[2024-12-12 16:51:34,145][demucs.solver][INFO] - Valid | Epoch 481 | 18/20 | 4.99 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.171
[2024-12-12 16:51:34,327][demucs.solver][INFO] - Valid | Epoch 481 | 19/20 | 5.01 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.181
[2024-12-12 16:51:34,701][demucs.solver][INFO] - Valid Summary | Epoch 481 | Loss=0.5413 | Reco=0.5413 | Nsdr=1.181 | Best=0.5301 | Bname=main
[2024-12-12 16:51:36,162][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:51:36,162][demucs.solver][INFO] - Training...
[2024-12-12 16:51:47,446][demucs.solver][INFO] - Train | Epoch 482 | 1/14 | 0.21 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 0.3525
[2024-12-12 16:51:48,085][demucs.solver][INFO] - Train | Epoch 482 | 2/14 | 0.29 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 0.4861
[2024-12-12 16:51:48,725][demucs.solver][INFO] - Train | Epoch 482 | 3/14 | 0.36 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.8638
[2024-12-12 16:51:49,357][demucs.solver][INFO] - Train | Epoch 482 | 4/14 | 0.43 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.0858
[2024-12-12 16:51:49,989][demucs.solver][INFO] - Train | Epoch 482 | 5/14 | 0.49 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 1.0394
[2024-12-12 16:51:50,620][demucs.solver][INFO] - Train | Epoch 482 | 6/14 | 0.54 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 0.9717
[2024-12-12 16:51:51,250][demucs.solver][INFO] - Train | Epoch 482 | 7/14 | 0.59 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.9169
[2024-12-12 16:51:51,881][demucs.solver][INFO] - Train | Epoch 482 | 8/14 | 0.64 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 0.8741
[2024-12-12 16:51:52,514][demucs.solver][INFO] - Train | Epoch 482 | 9/14 | 0.68 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.0389
[2024-12-12 16:51:53,148][demucs.solver][INFO] - Train | Epoch 482 | 10/14 | 0.71 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.0321
[2024-12-12 16:51:53,780][demucs.solver][INFO] - Train | Epoch 482 | 11/14 | 0.75 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.1138
[2024-12-12 16:51:54,412][demucs.solver][INFO] - Train | Epoch 482 | 12/14 | 0.78 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 1.1875
[2024-12-12 16:51:55,041][demucs.solver][INFO] - Train | Epoch 482 | 13/14 | 0.81 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.2176
[2024-12-12 16:51:55,361][demucs.solver][INFO] - Train Summary | Epoch 482 | Loss=0.2477 | Reco=0.2477 | Grad=1.2176
[2024-12-12 16:51:55,361][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:51:55,362][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:51:58,031][demucs.solver][INFO] - Valid | Epoch 482 | 1/20 | 2.08 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.314
[2024-12-12 16:51:58,410][demucs.solver][INFO] - Valid | Epoch 482 | 2/20 | 2.24 it/sec | Loss 0.4451 | Reco 0.4451 | Nsdr 1.126
[2024-12-12 16:51:58,676][demucs.solver][INFO] - Valid | Epoch 482 | 3/20 | 2.49 it/sec | Loss 0.4885 | Reco 0.4885 | Nsdr 1.196
[2024-12-12 16:51:59,048][demucs.solver][INFO] - Valid | Epoch 482 | 4/20 | 2.52 it/sec | Loss 0.5056 | Reco 0.5056 | Nsdr 1.234
[2024-12-12 16:51:59,311][demucs.solver][INFO] - Valid | Epoch 482 | 5/20 | 2.67 it/sec | Loss 0.5268 | Reco 0.5268 | Nsdr 1.228
[2024-12-12 16:51:59,695][demucs.solver][INFO] - Valid | Epoch 482 | 6/20 | 2.66 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.242
[2024-12-12 16:52:00,018][demucs.solver][INFO] - Valid | Epoch 482 | 7/20 | 2.71 it/sec | Loss 0.5312 | Reco 0.5312 | Nsdr 1.259
[2024-12-12 16:52:00,359][demucs.solver][INFO] - Valid | Epoch 482 | 8/20 | 2.73 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.255
[2024-12-12 16:52:00,702][demucs.solver][INFO] - Valid | Epoch 482 | 9/20 | 2.75 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.271
[2024-12-12 16:52:01,104][demucs.solver][INFO] - Valid | Epoch 482 | 10/20 | 2.72 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.252
[2024-12-12 16:52:01,521][demucs.solver][INFO] - Valid | Epoch 482 | 11/20 | 2.69 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.249
[2024-12-12 16:52:01,953][demucs.solver][INFO] - Valid | Epoch 482 | 12/20 | 2.66 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.228
[2024-12-12 16:52:02,312][demucs.solver][INFO] - Valid | Epoch 482 | 13/20 | 2.67 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.231
[2024-12-12 16:52:02,547][demucs.solver][INFO] - Valid | Epoch 482 | 14/20 | 2.74 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.237
[2024-12-12 16:52:03,340][demucs.solver][INFO] - Valid | Epoch 482 | 15/20 | 2.55 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.244
[2024-12-12 16:52:04,175][demucs.solver][INFO] - Valid | Epoch 482 | 16/20 | 2.39 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.250
[2024-12-12 16:52:04,528][demucs.solver][INFO] - Valid | Epoch 482 | 17/20 | 2.41 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.258
[2024-12-12 16:52:05,030][demucs.solver][INFO] - Valid | Epoch 482 | 18/20 | 2.39 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.231
[2024-12-12 16:52:05,413][demucs.solver][INFO] - Valid | Epoch 482 | 19/20 | 2.40 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.244
[2024-12-12 16:52:06,229][demucs.solver][INFO] - Valid Summary | Epoch 482 | Loss=0.5368 | Reco=0.5368 | Nsdr=1.244 | Best=0.5301 | Bname=main
[2024-12-12 16:52:07,518][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:52:07,519][demucs.solver][INFO] - Training...
[2024-12-12 16:52:15,567][demucs.solver][INFO] - Train | Epoch 483 | 1/14 | 0.31 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.0342
[2024-12-12 16:52:16,307][demucs.solver][INFO] - Train | Epoch 483 | 2/14 | 0.42 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 1.1288
[2024-12-12 16:52:17,039][demucs.solver][INFO] - Train | Epoch 483 | 3/14 | 0.50 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.4865
[2024-12-12 16:52:17,681][demucs.solver][INFO] - Train | Epoch 483 | 4/14 | 0.58 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.9503
[2024-12-12 16:52:18,328][demucs.solver][INFO] - Train | Epoch 483 | 5/14 | 0.65 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 1.7147
[2024-12-12 16:52:18,974][demucs.solver][INFO] - Train | Epoch 483 | 6/14 | 0.71 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 1.8409
[2024-12-12 16:52:19,616][demucs.solver][INFO] - Train | Epoch 483 | 7/14 | 0.76 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 2.1195
[2024-12-12 16:52:20,260][demucs.solver][INFO] - Train | Epoch 483 | 8/14 | 0.81 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.2096
[2024-12-12 16:52:20,902][demucs.solver][INFO] - Train | Epoch 483 | 9/14 | 0.85 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.2397
[2024-12-12 16:52:21,545][demucs.solver][INFO] - Train | Epoch 483 | 10/14 | 0.88 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.3585
[2024-12-12 16:52:23,500][demucs.solver][INFO] - Train | Epoch 483 | 11/14 | 0.83 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.3597
[2024-12-12 16:52:24,133][demucs.solver][INFO] - Train | Epoch 483 | 12/14 | 0.87 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 2.2091
[2024-12-12 16:52:24,764][demucs.solver][INFO] - Train | Epoch 483 | 13/14 | 0.89 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.2653
[2024-12-12 16:52:25,061][demucs.solver][INFO] - Train Summary | Epoch 483 | Loss=0.2456 | Reco=0.2456 | Grad=2.2653
[2024-12-12 16:52:25,062][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:52:25,062][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:52:27,486][demucs.solver][INFO] - Valid | Epoch 483 | 1/20 | 3.43 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.228
[2024-12-12 16:52:27,649][demucs.solver][INFO] - Valid | Epoch 483 | 2/20 | 4.02 it/sec | Loss 0.4496 | Reco 0.4496 | Nsdr 1.059
[2024-12-12 16:52:27,835][demucs.solver][INFO] - Valid | Epoch 483 | 3/20 | 4.29 it/sec | Loss 0.4935 | Reco 0.4935 | Nsdr 1.130
[2024-12-12 16:52:28,024][demucs.solver][INFO] - Valid | Epoch 483 | 4/20 | 4.46 it/sec | Loss 0.5113 | Reco 0.5113 | Nsdr 1.160
[2024-12-12 16:52:28,209][demucs.solver][INFO] - Valid | Epoch 483 | 5/20 | 4.60 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.143
[2024-12-12 16:52:28,393][demucs.solver][INFO] - Valid | Epoch 483 | 6/20 | 4.70 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.158
[2024-12-12 16:52:28,575][demucs.solver][INFO] - Valid | Epoch 483 | 7/20 | 4.78 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.173
[2024-12-12 16:52:28,761][demucs.solver][INFO] - Valid | Epoch 483 | 8/20 | 4.84 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.165
[2024-12-12 16:52:28,947][demucs.solver][INFO] - Valid | Epoch 483 | 9/20 | 4.89 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.180
[2024-12-12 16:52:29,100][demucs.solver][INFO] - Valid | Epoch 483 | 10/20 | 5.01 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.162
[2024-12-12 16:52:29,269][demucs.solver][INFO] - Valid | Epoch 483 | 11/20 | 5.07 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.161
[2024-12-12 16:52:29,440][demucs.solver][INFO] - Valid | Epoch 483 | 12/20 | 5.12 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.142
[2024-12-12 16:52:29,622][demucs.solver][INFO] - Valid | Epoch 483 | 13/20 | 5.15 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.145
[2024-12-12 16:52:29,794][demucs.solver][INFO] - Valid | Epoch 483 | 14/20 | 5.19 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.152
[2024-12-12 16:52:29,962][demucs.solver][INFO] - Valid | Epoch 483 | 15/20 | 5.23 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.157
[2024-12-12 16:52:30,130][demucs.solver][INFO] - Valid | Epoch 483 | 16/20 | 5.27 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.164
[2024-12-12 16:52:30,285][demucs.solver][INFO] - Valid | Epoch 483 | 17/20 | 5.32 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.173
[2024-12-12 16:52:30,464][demucs.solver][INFO] - Valid | Epoch 483 | 18/20 | 5.33 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.148
[2024-12-12 16:52:30,663][demucs.solver][INFO] - Valid | Epoch 483 | 19/20 | 5.32 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.161
[2024-12-12 16:52:31,004][demucs.solver][INFO] - Valid Summary | Epoch 483 | Loss=0.5432 | Reco=0.5432 | Nsdr=1.161 | Best=0.5301 | Bname=main
[2024-12-12 16:52:32,462][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:52:32,462][demucs.solver][INFO] - Training...
[2024-12-12 16:52:43,363][demucs.solver][INFO] - Train | Epoch 484 | 1/14 | 0.22 it/sec | Loss 0.2222 | Reco 0.2222 | Grad 0.4238
[2024-12-12 16:52:44,009][demucs.solver][INFO] - Train | Epoch 484 | 2/14 | 0.30 it/sec | Loss 0.2238 | Reco 0.2238 | Grad 0.4151
[2024-12-12 16:52:44,653][demucs.solver][INFO] - Train | Epoch 484 | 3/14 | 0.38 it/sec | Loss 0.2277 | Reco 0.2277 | Grad 0.4125
[2024-12-12 16:52:45,296][demucs.solver][INFO] - Train | Epoch 484 | 4/14 | 0.45 it/sec | Loss 0.2250 | Reco 0.2250 | Grad 0.3756
[2024-12-12 16:52:45,940][demucs.solver][INFO] - Train | Epoch 484 | 5/14 | 0.51 it/sec | Loss 0.2220 | Reco 0.2220 | Grad 0.3826
[2024-12-12 16:52:46,590][demucs.solver][INFO] - Train | Epoch 484 | 6/14 | 0.56 it/sec | Loss 0.2280 | Reco 0.2280 | Grad 0.4532
[2024-12-12 16:52:47,234][demucs.solver][INFO] - Train | Epoch 484 | 7/14 | 0.61 it/sec | Loss 0.2299 | Reco 0.2299 | Grad 0.5300
[2024-12-12 16:52:47,879][demucs.solver][INFO] - Train | Epoch 484 | 8/14 | 0.65 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 0.6617
[2024-12-12 16:52:48,521][demucs.solver][INFO] - Train | Epoch 484 | 9/14 | 0.69 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 0.6492
[2024-12-12 16:52:49,163][demucs.solver][INFO] - Train | Epoch 484 | 10/14 | 0.73 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.6253
[2024-12-12 16:52:49,801][demucs.solver][INFO] - Train | Epoch 484 | 11/14 | 0.76 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 0.8464
[2024-12-12 16:52:50,435][demucs.solver][INFO] - Train | Epoch 484 | 12/14 | 0.80 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 0.9294
[2024-12-12 16:52:51,064][demucs.solver][INFO] - Train | Epoch 484 | 13/14 | 0.83 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.8894
[2024-12-12 16:52:51,384][demucs.solver][INFO] - Train Summary | Epoch 484 | Loss=0.2359 | Reco=0.2359 | Grad=0.8894
[2024-12-12 16:52:51,385][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:52:51,385][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:52:53,821][demucs.solver][INFO] - Valid | Epoch 484 | 1/20 | 2.49 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.243
[2024-12-12 16:52:54,141][demucs.solver][INFO] - Valid | Epoch 484 | 2/20 | 2.67 it/sec | Loss 0.4490 | Reco 0.4490 | Nsdr 1.067
[2024-12-12 16:52:54,433][demucs.solver][INFO] - Valid | Epoch 484 | 3/20 | 2.82 it/sec | Loss 0.4925 | Reco 0.4925 | Nsdr 1.137
[2024-12-12 16:52:54,681][demucs.solver][INFO] - Valid | Epoch 484 | 4/20 | 3.00 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.175
[2024-12-12 16:52:55,027][demucs.solver][INFO] - Valid | Epoch 484 | 5/20 | 2.98 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.162
[2024-12-12 16:52:55,369][demucs.solver][INFO] - Valid | Epoch 484 | 6/20 | 2.98 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.174
[2024-12-12 16:52:55,646][demucs.solver][INFO] - Valid | Epoch 484 | 7/20 | 3.04 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.190
[2024-12-12 16:52:55,850][demucs.solver][INFO] - Valid | Epoch 484 | 8/20 | 3.18 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.182
[2024-12-12 16:52:56,009][demucs.solver][INFO] - Valid | Epoch 484 | 9/20 | 3.34 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.198
[2024-12-12 16:52:56,207][demucs.solver][INFO] - Valid | Epoch 484 | 10/20 | 3.45 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.178
[2024-12-12 16:52:56,388][demucs.solver][INFO] - Valid | Epoch 484 | 11/20 | 3.56 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.175
[2024-12-12 16:52:56,585][demucs.solver][INFO] - Valid | Epoch 484 | 12/20 | 3.64 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.156
[2024-12-12 16:52:56,755][demucs.solver][INFO] - Valid | Epoch 484 | 13/20 | 3.75 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.159
[2024-12-12 16:52:56,938][demucs.solver][INFO] - Valid | Epoch 484 | 14/20 | 3.82 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.165
[2024-12-12 16:52:57,141][demucs.solver][INFO] - Valid | Epoch 484 | 15/20 | 3.88 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.172
[2024-12-12 16:52:57,324][demucs.solver][INFO] - Valid | Epoch 484 | 16/20 | 3.95 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.178
[2024-12-12 16:52:57,509][demucs.solver][INFO] - Valid | Epoch 484 | 17/20 | 4.01 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.186
[2024-12-12 16:52:57,709][demucs.solver][INFO] - Valid | Epoch 484 | 18/20 | 4.05 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.159
[2024-12-12 16:52:57,892][demucs.solver][INFO] - Valid | Epoch 484 | 19/20 | 4.10 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.171
[2024-12-12 16:52:58,288][demucs.solver][INFO] - Valid Summary | Epoch 484 | Loss=0.5424 | Reco=0.5424 | Nsdr=1.171 | Best=0.5301 | Bname=main
[2024-12-12 16:52:59,698][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:52:59,698][demucs.solver][INFO] - Training...
[2024-12-12 16:53:09,411][demucs.solver][INFO] - Train | Epoch 485 | 1/14 | 0.25 it/sec | Loss 0.2622 | Reco 0.2622 | Grad 2.9717
[2024-12-12 16:53:10,062][demucs.solver][INFO] - Train | Epoch 485 | 2/14 | 0.34 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 2.2494
[2024-12-12 16:53:11,126][demucs.solver][INFO] - Train | Epoch 485 | 3/14 | 0.41 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.7935
[2024-12-12 16:53:11,764][demucs.solver][INFO] - Train | Epoch 485 | 4/14 | 0.48 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 1.5574
[2024-12-12 16:53:12,406][demucs.solver][INFO] - Train | Epoch 485 | 5/14 | 0.54 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.6184
[2024-12-12 16:53:13,051][demucs.solver][INFO] - Train | Epoch 485 | 6/14 | 0.59 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.7340
[2024-12-12 16:53:13,692][demucs.solver][INFO] - Train | Epoch 485 | 7/14 | 0.64 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 1.7962
[2024-12-12 16:53:14,342][demucs.solver][INFO] - Train | Epoch 485 | 8/14 | 0.69 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.7274
[2024-12-12 16:53:14,982][demucs.solver][INFO] - Train | Epoch 485 | 9/14 | 0.73 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.8704
[2024-12-12 16:53:15,614][demucs.solver][INFO] - Train | Epoch 485 | 10/14 | 0.77 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 2.0921
[2024-12-12 16:53:16,250][demucs.solver][INFO] - Train | Epoch 485 | 11/14 | 0.80 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 1.9693
[2024-12-12 16:53:16,882][demucs.solver][INFO] - Train | Epoch 485 | 12/14 | 0.83 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.0906
[2024-12-12 16:53:17,515][demucs.solver][INFO] - Train | Epoch 485 | 13/14 | 0.86 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 2.0579
[2024-12-12 16:53:17,867][demucs.solver][INFO] - Train Summary | Epoch 485 | Loss=0.2425 | Reco=0.2425 | Grad=2.0579
[2024-12-12 16:53:17,868][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:53:17,868][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:53:20,095][demucs.solver][INFO] - Valid | Epoch 485 | 1/20 | 2.86 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.319
[2024-12-12 16:53:20,305][demucs.solver][INFO] - Valid | Epoch 485 | 2/20 | 3.30 it/sec | Loss 0.4443 | Reco 0.4443 | Nsdr 1.127
[2024-12-12 16:53:20,504][demucs.solver][INFO] - Valid | Epoch 485 | 3/20 | 3.61 it/sec | Loss 0.4877 | Reco 0.4877 | Nsdr 1.208
[2024-12-12 16:53:20,762][demucs.solver][INFO] - Valid | Epoch 485 | 4/20 | 3.66 it/sec | Loss 0.5049 | Reco 0.5049 | Nsdr 1.246
[2024-12-12 16:53:21,085][demucs.solver][INFO] - Valid | Epoch 485 | 5/20 | 3.55 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.234
[2024-12-12 16:53:21,319][demucs.solver][INFO] - Valid | Epoch 485 | 6/20 | 3.64 it/sec | Loss 0.5106 | Reco 0.5106 | Nsdr 1.246
[2024-12-12 16:53:21,613][demucs.solver][INFO] - Valid | Epoch 485 | 7/20 | 3.61 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.266
[2024-12-12 16:53:21,878][demucs.solver][INFO] - Valid | Epoch 485 | 8/20 | 3.63 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.259
[2024-12-12 16:53:22,159][demucs.solver][INFO] - Valid | Epoch 485 | 9/20 | 3.62 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.275
[2024-12-12 16:53:22,412][demucs.solver][INFO] - Valid | Epoch 485 | 10/20 | 3.65 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.257
[2024-12-12 16:53:22,621][demucs.solver][INFO] - Valid | Epoch 485 | 11/20 | 3.72 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.253
[2024-12-12 16:53:22,806][demucs.solver][INFO] - Valid | Epoch 485 | 12/20 | 3.81 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.231
[2024-12-12 16:53:22,989][demucs.solver][INFO] - Valid | Epoch 485 | 13/20 | 3.90 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.231
[2024-12-12 16:53:23,142][demucs.solver][INFO] - Valid | Epoch 485 | 14/20 | 4.00 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.238
[2024-12-12 16:53:23,324][demucs.solver][INFO] - Valid | Epoch 485 | 15/20 | 4.07 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.245
[2024-12-12 16:53:23,509][demucs.solver][INFO] - Valid | Epoch 485 | 16/20 | 4.13 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.249
[2024-12-12 16:53:23,706][demucs.solver][INFO] - Valid | Epoch 485 | 17/20 | 4.18 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.259
[2024-12-12 16:53:23,907][demucs.solver][INFO] - Valid | Epoch 485 | 18/20 | 4.21 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.231
[2024-12-12 16:53:24,089][demucs.solver][INFO] - Valid | Epoch 485 | 19/20 | 4.26 it/sec | Loss 0.5365 | Reco 0.5365 | Nsdr 1.245
[2024-12-12 16:53:24,470][demucs.solver][INFO] - Valid Summary | Epoch 485 | Loss=0.5365 | Reco=0.5365 | Nsdr=1.245 | Best=0.5301 | Bname=main
[2024-12-12 16:53:25,960][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:53:25,960][demucs.solver][INFO] - Training...
[2024-12-12 16:53:34,528][demucs.solver][INFO] - Train | Epoch 486 | 1/14 | 0.29 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 2.7756
[2024-12-12 16:53:35,198][demucs.solver][INFO] - Train | Epoch 486 | 2/14 | 0.39 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.4156
[2024-12-12 16:53:35,876][demucs.solver][INFO] - Train | Epoch 486 | 3/14 | 0.48 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.2743
[2024-12-12 16:53:36,526][demucs.solver][INFO] - Train | Epoch 486 | 4/14 | 0.56 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 2.6791
[2024-12-12 16:53:37,175][demucs.solver][INFO] - Train | Epoch 486 | 5/14 | 0.62 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 2.8593
[2024-12-12 16:53:37,818][demucs.solver][INFO] - Train | Epoch 486 | 6/14 | 0.68 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 2.5295
[2024-12-12 16:53:38,462][demucs.solver][INFO] - Train | Epoch 486 | 7/14 | 0.73 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 2.4443
[2024-12-12 16:53:39,101][demucs.solver][INFO] - Train | Epoch 486 | 8/14 | 0.78 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 2.5677
[2024-12-12 16:53:39,736][demucs.solver][INFO] - Train | Epoch 486 | 9/14 | 0.82 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 2.4482
[2024-12-12 16:53:40,373][demucs.solver][INFO] - Train | Epoch 486 | 10/14 | 0.86 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.4352
[2024-12-12 16:53:41,004][demucs.solver][INFO] - Train | Epoch 486 | 11/14 | 0.89 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 2.3349
[2024-12-12 16:53:41,636][demucs.solver][INFO] - Train | Epoch 486 | 12/14 | 0.92 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.3041
[2024-12-12 16:53:42,269][demucs.solver][INFO] - Train | Epoch 486 | 13/14 | 0.95 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.2764
[2024-12-12 16:53:42,583][demucs.solver][INFO] - Train Summary | Epoch 486 | Loss=0.2478 | Reco=0.2478 | Grad=2.2764
[2024-12-12 16:53:42,584][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:53:42,584][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:53:44,747][demucs.solver][INFO] - Valid | Epoch 486 | 1/20 | 3.14 it/sec | Loss 0.5804 | Reco 0.5804 | Nsdr 1.145
[2024-12-12 16:53:44,931][demucs.solver][INFO] - Valid | Epoch 486 | 2/20 | 3.65 it/sec | Loss 0.4540 | Reco 0.4540 | Nsdr 0.992
[2024-12-12 16:53:45,130][demucs.solver][INFO] - Valid | Epoch 486 | 3/20 | 3.92 it/sec | Loss 0.4979 | Reco 0.4979 | Nsdr 1.059
[2024-12-12 16:53:45,315][demucs.solver][INFO] - Valid | Epoch 486 | 4/20 | 4.15 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.096
[2024-12-12 16:53:45,484][demucs.solver][INFO] - Valid | Epoch 486 | 5/20 | 4.36 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.083
[2024-12-12 16:53:45,669][demucs.solver][INFO] - Valid | Epoch 486 | 6/20 | 4.49 it/sec | Loss 0.5217 | Reco 0.5217 | Nsdr 1.098
[2024-12-12 16:53:45,867][demucs.solver][INFO] - Valid | Epoch 486 | 7/20 | 4.55 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.114
[2024-12-12 16:53:46,039][demucs.solver][INFO] - Valid | Epoch 486 | 8/20 | 4.66 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.106
[2024-12-12 16:53:46,239][demucs.solver][INFO] - Valid | Epoch 486 | 9/20 | 4.70 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.122
[2024-12-12 16:53:46,438][demucs.solver][INFO] - Valid | Epoch 486 | 10/20 | 4.72 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.103
[2024-12-12 16:53:46,622][demucs.solver][INFO] - Valid | Epoch 486 | 11/20 | 4.77 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.101
[2024-12-12 16:53:46,806][demucs.solver][INFO] - Valid | Epoch 486 | 12/20 | 4.82 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.085
[2024-12-12 16:53:47,012][demucs.solver][INFO] - Valid | Epoch 486 | 13/20 | 4.82 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.091
[2024-12-12 16:53:47,213][demucs.solver][INFO] - Valid | Epoch 486 | 14/20 | 4.83 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.098
[2024-12-12 16:53:47,400][demucs.solver][INFO] - Valid | Epoch 486 | 15/20 | 4.86 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.105
[2024-12-12 16:53:47,602][demucs.solver][INFO] - Valid | Epoch 486 | 16/20 | 4.87 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.112
[2024-12-12 16:53:47,787][demucs.solver][INFO] - Valid | Epoch 486 | 17/20 | 4.89 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.115
[2024-12-12 16:53:47,970][demucs.solver][INFO] - Valid | Epoch 486 | 18/20 | 4.92 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.091
[2024-12-12 16:53:48,125][demucs.solver][INFO] - Valid | Epoch 486 | 19/20 | 4.98 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.103
[2024-12-12 16:53:48,522][demucs.solver][INFO] - Valid Summary | Epoch 486 | Loss=0.5478 | Reco=0.5478 | Nsdr=1.103 | Best=0.5301 | Bname=main
[2024-12-12 16:53:50,012][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:53:50,012][demucs.solver][INFO] - Training...
[2024-12-12 16:54:01,672][demucs.solver][INFO] - Train | Epoch 487 | 1/14 | 0.20 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.1215
[2024-12-12 16:54:02,312][demucs.solver][INFO] - Train | Epoch 487 | 2/14 | 0.28 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 1.7105
[2024-12-12 16:54:02,954][demucs.solver][INFO] - Train | Epoch 487 | 3/14 | 0.36 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.0067
[2024-12-12 16:54:03,595][demucs.solver][INFO] - Train | Epoch 487 | 4/14 | 0.42 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 2.1544
[2024-12-12 16:54:04,237][demucs.solver][INFO] - Train | Epoch 487 | 5/14 | 0.48 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 1.9243
[2024-12-12 16:54:04,876][demucs.solver][INFO] - Train | Epoch 487 | 6/14 | 0.53 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.7581
[2024-12-12 16:54:05,521][demucs.solver][INFO] - Train | Epoch 487 | 7/14 | 0.58 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.6529
[2024-12-12 16:54:06,166][demucs.solver][INFO] - Train | Epoch 487 | 8/14 | 0.62 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.6886
[2024-12-12 16:54:06,810][demucs.solver][INFO] - Train | Epoch 487 | 9/14 | 0.66 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 1.7986
[2024-12-12 16:54:11,539][demucs.solver][INFO] - Train | Epoch 487 | 10/14 | 0.56 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.6956
[2024-12-12 16:54:12,172][demucs.solver][INFO] - Train | Epoch 487 | 11/14 | 0.59 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.5884
[2024-12-12 16:54:12,806][demucs.solver][INFO] - Train | Epoch 487 | 12/14 | 0.62 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.6861
[2024-12-12 16:54:13,441][demucs.solver][INFO] - Train | Epoch 487 | 13/14 | 0.64 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.6950
[2024-12-12 16:54:13,775][demucs.solver][INFO] - Train Summary | Epoch 487 | Loss=0.2383 | Reco=0.2383 | Grad=1.6950
[2024-12-12 16:54:13,775][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:54:13,775][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:54:16,332][demucs.solver][INFO] - Valid | Epoch 487 | 1/20 | 2.09 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.268
[2024-12-12 16:54:16,696][demucs.solver][INFO] - Valid | Epoch 487 | 2/20 | 2.27 it/sec | Loss 0.4477 | Reco 0.4477 | Nsdr 1.090
[2024-12-12 16:54:17,025][demucs.solver][INFO] - Valid | Epoch 487 | 3/20 | 2.43 it/sec | Loss 0.4914 | Reco 0.4914 | Nsdr 1.153
[2024-12-12 16:54:17,338][demucs.solver][INFO] - Valid | Epoch 487 | 4/20 | 2.55 it/sec | Loss 0.5090 | Reco 0.5090 | Nsdr 1.185
[2024-12-12 16:54:17,539][demucs.solver][INFO] - Valid | Epoch 487 | 5/20 | 2.77 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.168
[2024-12-12 16:54:17,692][demucs.solver][INFO] - Valid | Epoch 487 | 6/20 | 3.02 it/sec | Loss 0.5153 | Reco 0.5153 | Nsdr 1.180
[2024-12-12 16:54:17,892][demucs.solver][INFO] - Valid | Epoch 487 | 7/20 | 3.18 it/sec | Loss 0.5359 | Reco 0.5359 | Nsdr 1.195
[2024-12-12 16:54:18,061][demucs.solver][INFO] - Valid | Epoch 487 | 8/20 | 3.35 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.186
[2024-12-12 16:54:18,264][demucs.solver][INFO] - Valid | Epoch 487 | 9/20 | 3.46 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.201
[2024-12-12 16:54:18,433][demucs.solver][INFO] - Valid | Epoch 487 | 10/20 | 3.60 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.185
[2024-12-12 16:54:18,637][demucs.solver][INFO] - Valid | Epoch 487 | 11/20 | 3.68 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.184
[2024-12-12 16:54:18,823][demucs.solver][INFO] - Valid | Epoch 487 | 12/20 | 3.77 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.164
[2024-12-12 16:54:18,995][demucs.solver][INFO] - Valid | Epoch 487 | 13/20 | 3.87 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.167
[2024-12-12 16:54:19,167][demucs.solver][INFO] - Valid | Epoch 487 | 14/20 | 3.96 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.173
[2024-12-12 16:54:19,365][demucs.solver][INFO] - Valid | Epoch 487 | 15/20 | 4.01 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.179
[2024-12-12 16:54:19,565][demucs.solver][INFO] - Valid | Epoch 487 | 16/20 | 4.06 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.186
[2024-12-12 16:54:19,736][demucs.solver][INFO] - Valid | Epoch 487 | 17/20 | 4.13 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.195
[2024-12-12 16:54:19,905][demucs.solver][INFO] - Valid | Epoch 487 | 18/20 | 4.20 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.170
[2024-12-12 16:54:20,104][demucs.solver][INFO] - Valid | Epoch 487 | 19/20 | 4.23 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.181
[2024-12-12 16:54:20,463][demucs.solver][INFO] - Valid Summary | Epoch 487 | Loss=0.5413 | Reco=0.5413 | Nsdr=1.181 | Best=0.5301 | Bname=main
[2024-12-12 16:54:21,910][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:54:21,911][demucs.solver][INFO] - Training...
[2024-12-12 16:54:28,659][demucs.solver][INFO] - Train | Epoch 488 | 1/14 | 0.39 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.4629
[2024-12-12 16:54:29,323][demucs.solver][INFO] - Train | Epoch 488 | 2/14 | 0.52 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 1.8406
[2024-12-12 16:54:29,982][demucs.solver][INFO] - Train | Epoch 488 | 3/14 | 0.63 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 2.3762
[2024-12-12 16:54:30,649][demucs.solver][INFO] - Train | Epoch 488 | 4/14 | 0.71 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 2.4479
[2024-12-12 16:54:31,293][demucs.solver][INFO] - Train | Epoch 488 | 5/14 | 0.78 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 2.2819
[2024-12-12 16:54:33,241][demucs.solver][INFO] - Train | Epoch 488 | 6/14 | 0.72 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 2.1418
[2024-12-12 16:54:33,881][demucs.solver][INFO] - Train | Epoch 488 | 7/14 | 0.78 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 2.1629
[2024-12-12 16:54:34,520][demucs.solver][INFO] - Train | Epoch 488 | 8/14 | 0.82 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 2.2712
[2024-12-12 16:54:35,155][demucs.solver][INFO] - Train | Epoch 488 | 9/14 | 0.86 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 2.3213
[2024-12-12 16:54:35,789][demucs.solver][INFO] - Train | Epoch 488 | 10/14 | 0.90 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.3364
[2024-12-12 16:54:36,425][demucs.solver][INFO] - Train | Epoch 488 | 11/14 | 0.93 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 2.2248
[2024-12-12 16:54:37,058][demucs.solver][INFO] - Train | Epoch 488 | 12/14 | 0.96 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 2.3104
[2024-12-12 16:54:37,692][demucs.solver][INFO] - Train | Epoch 488 | 13/14 | 0.99 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 2.3900
[2024-12-12 16:54:38,031][demucs.solver][INFO] - Train Summary | Epoch 488 | Loss=0.2553 | Reco=0.2553 | Grad=2.3900
[2024-12-12 16:54:38,032][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:54:38,032][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:54:40,206][demucs.solver][INFO] - Valid | Epoch 488 | 1/20 | 3.48 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.349
[2024-12-12 16:54:40,379][demucs.solver][INFO] - Valid | Epoch 488 | 2/20 | 4.02 it/sec | Loss 0.4429 | Reco 0.4429 | Nsdr 1.149
[2024-12-12 16:54:40,581][demucs.solver][INFO] - Valid | Epoch 488 | 3/20 | 4.21 it/sec | Loss 0.4859 | Reco 0.4859 | Nsdr 1.234
[2024-12-12 16:54:40,736][demucs.solver][INFO] - Valid | Epoch 488 | 4/20 | 4.53 it/sec | Loss 0.5025 | Reco 0.5025 | Nsdr 1.274
[2024-12-12 16:54:40,909][demucs.solver][INFO] - Valid | Epoch 488 | 5/20 | 4.70 it/sec | Loss 0.5235 | Reco 0.5235 | Nsdr 1.264
[2024-12-12 16:54:41,098][demucs.solver][INFO] - Valid | Epoch 488 | 6/20 | 4.78 it/sec | Loss 0.5079 | Reco 0.5079 | Nsdr 1.274
[2024-12-12 16:54:41,267][demucs.solver][INFO] - Valid | Epoch 488 | 7/20 | 4.89 it/sec | Loss 0.5281 | Reco 0.5281 | Nsdr 1.296
[2024-12-12 16:54:41,467][demucs.solver][INFO] - Valid | Epoch 488 | 8/20 | 4.90 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.292
[2024-12-12 16:54:41,639][demucs.solver][INFO] - Valid | Epoch 488 | 9/20 | 4.98 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.308
[2024-12-12 16:54:41,823][demucs.solver][INFO] - Valid | Epoch 488 | 10/20 | 5.02 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.286
[2024-12-12 16:54:42,008][demucs.solver][INFO] - Valid | Epoch 488 | 11/20 | 5.05 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.281
[2024-12-12 16:54:42,198][demucs.solver][INFO] - Valid | Epoch 488 | 12/20 | 5.07 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.259
[2024-12-12 16:54:42,382][demucs.solver][INFO] - Valid | Epoch 488 | 13/20 | 5.09 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.260
[2024-12-12 16:54:42,568][demucs.solver][INFO] - Valid | Epoch 488 | 14/20 | 5.11 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.267
[2024-12-12 16:54:42,769][demucs.solver][INFO] - Valid | Epoch 488 | 15/20 | 5.10 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.275
[2024-12-12 16:54:42,925][demucs.solver][INFO] - Valid | Epoch 488 | 16/20 | 5.16 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.281
[2024-12-12 16:54:43,094][demucs.solver][INFO] - Valid | Epoch 488 | 17/20 | 5.20 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.290
[2024-12-12 16:54:43,279][demucs.solver][INFO] - Valid | Epoch 488 | 18/20 | 5.21 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.261
[2024-12-12 16:54:43,466][demucs.solver][INFO] - Valid | Epoch 488 | 19/20 | 5.22 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.274
[2024-12-12 16:54:43,839][demucs.solver][INFO] - Valid Summary | Epoch 488 | Loss=0.5340 | Reco=0.5340 | Nsdr=1.274 | Best=0.5301 | Bname=main
[2024-12-12 16:54:45,346][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:54:45,346][demucs.solver][INFO] - Training...
[2024-12-12 16:54:55,251][demucs.solver][INFO] - Train | Epoch 489 | 1/14 | 0.24 it/sec | Loss 0.2228 | Reco 0.2228 | Grad 1.4788
[2024-12-12 16:54:55,888][demucs.solver][INFO] - Train | Epoch 489 | 2/14 | 0.34 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.1863
[2024-12-12 16:54:56,537][demucs.solver][INFO] - Train | Epoch 489 | 3/14 | 0.42 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.2028
[2024-12-12 16:54:57,179][demucs.solver][INFO] - Train | Epoch 489 | 4/14 | 0.49 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.1586
[2024-12-12 16:54:57,824][demucs.solver][INFO] - Train | Epoch 489 | 5/14 | 0.55 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.3083
[2024-12-12 16:54:58,464][demucs.solver][INFO] - Train | Epoch 489 | 6/14 | 0.61 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.0959
[2024-12-12 16:54:59,107][demucs.solver][INFO] - Train | Epoch 489 | 7/14 | 0.66 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.8907
[2024-12-12 16:54:59,753][demucs.solver][INFO] - Train | Epoch 489 | 8/14 | 0.70 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.9429
[2024-12-12 16:55:00,389][demucs.solver][INFO] - Train | Epoch 489 | 9/14 | 0.75 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.9846
[2024-12-12 16:55:01,023][demucs.solver][INFO] - Train | Epoch 489 | 10/14 | 0.78 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.0073
[2024-12-12 16:55:01,658][demucs.solver][INFO] - Train | Epoch 489 | 11/14 | 0.82 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.9840
[2024-12-12 16:55:02,293][demucs.solver][INFO] - Train | Epoch 489 | 12/14 | 0.85 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.9336
[2024-12-12 16:55:02,927][demucs.solver][INFO] - Train | Epoch 489 | 13/14 | 0.88 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.9191
[2024-12-12 16:55:03,262][demucs.solver][INFO] - Train Summary | Epoch 489 | Loss=0.2412 | Reco=0.2412 | Grad=1.9191
[2024-12-12 16:55:03,262][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:55:03,262][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:55:05,454][demucs.solver][INFO] - Valid | Epoch 489 | 1/20 | 3.61 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.241
[2024-12-12 16:55:05,637][demucs.solver][INFO] - Valid | Epoch 489 | 2/20 | 4.07 it/sec | Loss 0.4495 | Reco 0.4495 | Nsdr 1.059
[2024-12-12 16:55:05,811][demucs.solver][INFO] - Valid | Epoch 489 | 3/20 | 4.39 it/sec | Loss 0.4937 | Reco 0.4937 | Nsdr 1.141
[2024-12-12 16:55:05,998][demucs.solver][INFO] - Valid | Epoch 489 | 4/20 | 4.55 it/sec | Loss 0.5104 | Reco 0.5104 | Nsdr 1.189
[2024-12-12 16:55:06,198][demucs.solver][INFO] - Valid | Epoch 489 | 5/20 | 4.63 it/sec | Loss 0.5309 | Reco 0.5309 | Nsdr 1.184
[2024-12-12 16:55:06,383][demucs.solver][INFO] - Valid | Epoch 489 | 6/20 | 4.72 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 1.200
[2024-12-12 16:55:06,584][demucs.solver][INFO] - Valid | Epoch 489 | 7/20 | 4.75 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.223
[2024-12-12 16:55:06,771][demucs.solver][INFO] - Valid | Epoch 489 | 8/20 | 4.81 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.219
[2024-12-12 16:55:06,969][demucs.solver][INFO] - Valid | Epoch 489 | 9/20 | 4.83 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.239
[2024-12-12 16:55:07,140][demucs.solver][INFO] - Valid | Epoch 489 | 10/20 | 4.91 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.219
[2024-12-12 16:55:07,341][demucs.solver][INFO] - Valid | Epoch 489 | 11/20 | 4.92 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.214
[2024-12-12 16:55:07,529][demucs.solver][INFO] - Valid | Epoch 489 | 12/20 | 4.95 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.194
[2024-12-12 16:55:07,719][demucs.solver][INFO] - Valid | Epoch 489 | 13/20 | 4.97 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.197
[2024-12-12 16:55:07,905][demucs.solver][INFO] - Valid | Epoch 489 | 14/20 | 4.99 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.205
[2024-12-12 16:55:08,094][demucs.solver][INFO] - Valid | Epoch 489 | 15/20 | 5.01 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.213
[2024-12-12 16:55:08,250][demucs.solver][INFO] - Valid | Epoch 489 | 16/20 | 5.07 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.218
[2024-12-12 16:55:08,435][demucs.solver][INFO] - Valid | Epoch 489 | 17/20 | 5.09 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.220
[2024-12-12 16:55:08,617][demucs.solver][INFO] - Valid | Epoch 489 | 18/20 | 5.11 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.191
[2024-12-12 16:55:08,816][demucs.solver][INFO] - Valid | Epoch 489 | 19/20 | 5.11 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.206
[2024-12-12 16:55:09,219][demucs.solver][INFO] - Valid Summary | Epoch 489 | Loss=0.5399 | Reco=0.5399 | Nsdr=1.206 | Best=0.5301 | Bname=main
[2024-12-12 16:55:10,625][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:55:10,626][demucs.solver][INFO] - Training...
[2024-12-12 16:55:21,290][demucs.solver][INFO] - Train | Epoch 490 | 1/14 | 0.22 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 0.4881
[2024-12-12 16:55:21,933][demucs.solver][INFO] - Train | Epoch 490 | 2/14 | 0.31 it/sec | Loss 0.2624 | Reco 0.2624 | Grad 1.1171
[2024-12-12 16:55:22,572][demucs.solver][INFO] - Train | Epoch 490 | 3/14 | 0.39 it/sec | Loss 0.2652 | Reco 0.2652 | Grad 1.4880
[2024-12-12 16:55:23,214][demucs.solver][INFO] - Train | Epoch 490 | 4/14 | 0.46 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.4907
[2024-12-12 16:55:23,857][demucs.solver][INFO] - Train | Epoch 490 | 5/14 | 0.52 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.3564
[2024-12-12 16:55:24,497][demucs.solver][INFO] - Train | Epoch 490 | 6/14 | 0.57 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.3103
[2024-12-12 16:55:25,126][demucs.solver][INFO] - Train | Epoch 490 | 7/14 | 0.62 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.1720
[2024-12-12 16:55:25,756][demucs.solver][INFO] - Train | Epoch 490 | 8/14 | 0.67 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.1537
[2024-12-12 16:55:26,392][demucs.solver][INFO] - Train | Epoch 490 | 9/14 | 0.71 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.1748
[2024-12-12 16:55:27,025][demucs.solver][INFO] - Train | Epoch 490 | 10/14 | 0.75 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.2481
[2024-12-12 16:55:27,660][demucs.solver][INFO] - Train | Epoch 490 | 11/14 | 0.78 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 1.3328
[2024-12-12 16:55:28,300][demucs.solver][INFO] - Train | Epoch 490 | 12/14 | 0.81 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.3493
[2024-12-12 16:55:28,936][demucs.solver][INFO] - Train | Epoch 490 | 13/14 | 0.84 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.2910
[2024-12-12 16:55:29,267][demucs.solver][INFO] - Train Summary | Epoch 490 | Loss=0.2431 | Reco=0.2431 | Grad=1.2910
[2024-12-12 16:55:29,268][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:55:29,268][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:55:31,924][demucs.solver][INFO] - Valid | Epoch 490 | 1/20 | 2.07 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.231
[2024-12-12 16:55:32,233][demucs.solver][INFO] - Valid | Epoch 490 | 2/20 | 2.36 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.061
[2024-12-12 16:55:32,621][demucs.solver][INFO] - Valid | Epoch 490 | 3/20 | 2.41 it/sec | Loss 0.4943 | Reco 0.4943 | Nsdr 1.123
[2024-12-12 16:55:32,957][demucs.solver][INFO] - Valid | Epoch 490 | 4/20 | 2.50 it/sec | Loss 0.5121 | Reco 0.5121 | Nsdr 1.153
[2024-12-12 16:55:33,208][demucs.solver][INFO] - Valid | Epoch 490 | 5/20 | 2.67 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.137
[2024-12-12 16:55:33,586][demucs.solver][INFO] - Valid | Epoch 490 | 6/20 | 2.66 it/sec | Loss 0.5182 | Reco 0.5182 | Nsdr 1.151
[2024-12-12 16:55:33,920][demucs.solver][INFO] - Valid | Epoch 490 | 7/20 | 2.70 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.165
[2024-12-12 16:55:34,187][demucs.solver][INFO] - Valid | Epoch 490 | 8/20 | 2.79 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.155
[2024-12-12 16:55:34,435][demucs.solver][INFO] - Valid | Epoch 490 | 9/20 | 2.88 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.167
[2024-12-12 16:55:34,810][demucs.solver][INFO] - Valid | Epoch 490 | 10/20 | 2.86 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.153
[2024-12-12 16:55:35,153][demucs.solver][INFO] - Valid | Epoch 490 | 11/20 | 2.86 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.152
[2024-12-12 16:55:35,581][demucs.solver][INFO] - Valid | Epoch 490 | 12/20 | 2.81 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.134
[2024-12-12 16:55:35,904][demucs.solver][INFO] - Valid | Epoch 490 | 13/20 | 2.83 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.136
[2024-12-12 16:55:36,312][demucs.solver][INFO] - Valid | Epoch 490 | 14/20 | 2.80 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.142
[2024-12-12 16:55:36,500][demucs.solver][INFO] - Valid | Epoch 490 | 15/20 | 2.89 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.148
[2024-12-12 16:55:36,653][demucs.solver][INFO] - Valid | Epoch 490 | 16/20 | 2.99 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.155
[2024-12-12 16:55:36,854][demucs.solver][INFO] - Valid | Epoch 490 | 17/20 | 3.05 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.165
[2024-12-12 16:55:37,005][demucs.solver][INFO] - Valid | Epoch 490 | 18/20 | 3.14 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.140
[2024-12-12 16:55:37,189][demucs.solver][INFO] - Valid | Epoch 490 | 19/20 | 3.21 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.151
[2024-12-12 16:55:37,567][demucs.solver][INFO] - Valid Summary | Epoch 490 | Loss=0.5441 | Reco=0.5441 | Nsdr=1.151 | Best=0.5301 | Bname=main
[2024-12-12 16:55:39,127][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:55:39,128][demucs.solver][INFO] - Training...
[2024-12-12 16:55:45,813][demucs.solver][INFO] - Train | Epoch 491 | 1/14 | 0.40 it/sec | Loss 0.2683 | Reco 0.2683 | Grad 2.8055
[2024-12-12 16:55:46,482][demucs.solver][INFO] - Train | Epoch 491 | 2/14 | 0.53 it/sec | Loss 0.2708 | Reco 0.2708 | Grad 1.9310
[2024-12-12 16:55:47,248][demucs.solver][INFO] - Train | Epoch 491 | 3/14 | 0.62 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 1.6309
[2024-12-12 16:55:47,896][demucs.solver][INFO] - Train | Epoch 491 | 4/14 | 0.70 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 1.4427
[2024-12-12 16:55:48,536][demucs.solver][INFO] - Train | Epoch 491 | 5/14 | 0.77 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 2.1413
[2024-12-12 16:55:49,180][demucs.solver][INFO] - Train | Epoch 491 | 6/14 | 0.83 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 2.2388
[2024-12-12 16:55:49,824][demucs.solver][INFO] - Train | Epoch 491 | 7/14 | 0.89 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 2.0169
[2024-12-12 16:55:50,469][demucs.solver][INFO] - Train | Epoch 491 | 8/14 | 0.93 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 2.0478
[2024-12-12 16:55:51,102][demucs.solver][INFO] - Train | Epoch 491 | 9/14 | 0.97 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.2206
[2024-12-12 16:55:51,737][demucs.solver][INFO] - Train | Epoch 491 | 10/14 | 1.00 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 2.3627
[2024-12-12 16:55:52,373][demucs.solver][INFO] - Train | Epoch 491 | 11/14 | 1.04 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.1942
[2024-12-12 16:55:53,009][demucs.solver][INFO] - Train | Epoch 491 | 12/14 | 1.06 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 2.2397
[2024-12-12 16:55:53,645][demucs.solver][INFO] - Train | Epoch 491 | 13/14 | 1.09 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 2.3800
[2024-12-12 16:55:53,982][demucs.solver][INFO] - Train Summary | Epoch 491 | Loss=0.2513 | Reco=0.2513 | Grad=2.3800
[2024-12-12 16:55:53,982][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:55:53,982][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:55:56,367][demucs.solver][INFO] - Valid | Epoch 491 | 1/20 | 3.40 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.339
[2024-12-12 16:55:56,557][demucs.solver][INFO] - Valid | Epoch 491 | 2/20 | 3.85 it/sec | Loss 0.4427 | Reco 0.4427 | Nsdr 1.143
[2024-12-12 16:55:56,757][demucs.solver][INFO] - Valid | Epoch 491 | 3/20 | 4.09 it/sec | Loss 0.4856 | Reco 0.4856 | Nsdr 1.210
[2024-12-12 16:55:56,961][demucs.solver][INFO] - Valid | Epoch 491 | 4/20 | 4.23 it/sec | Loss 0.5025 | Reco 0.5025 | Nsdr 1.249
[2024-12-12 16:55:57,163][demucs.solver][INFO] - Valid | Epoch 491 | 5/20 | 4.33 it/sec | Loss 0.5236 | Reco 0.5236 | Nsdr 1.245
[2024-12-12 16:55:57,349][demucs.solver][INFO] - Valid | Epoch 491 | 6/20 | 4.46 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.257
[2024-12-12 16:55:57,552][demucs.solver][INFO] - Valid | Epoch 491 | 7/20 | 4.51 it/sec | Loss 0.5282 | Reco 0.5282 | Nsdr 1.274
[2024-12-12 16:55:57,751][demucs.solver][INFO] - Valid | Epoch 491 | 8/20 | 4.56 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.269
[2024-12-12 16:55:57,953][demucs.solver][INFO] - Valid | Epoch 491 | 9/20 | 4.60 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.284
[2024-12-12 16:55:58,154][demucs.solver][INFO] - Valid | Epoch 491 | 10/20 | 4.63 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.263
[2024-12-12 16:55:58,353][demucs.solver][INFO] - Valid | Epoch 491 | 11/20 | 4.66 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.260
[2024-12-12 16:55:58,551][demucs.solver][INFO] - Valid | Epoch 491 | 12/20 | 4.69 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.239
[2024-12-12 16:55:58,706][demucs.solver][INFO] - Valid | Epoch 491 | 13/20 | 4.78 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.243
[2024-12-12 16:55:58,891][demucs.solver][INFO] - Valid | Epoch 491 | 14/20 | 4.82 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.249
[2024-12-12 16:55:59,062][demucs.solver][INFO] - Valid | Epoch 491 | 15/20 | 4.87 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.256
[2024-12-12 16:55:59,245][demucs.solver][INFO] - Valid | Epoch 491 | 16/20 | 4.90 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.262
[2024-12-12 16:55:59,444][demucs.solver][INFO] - Valid | Epoch 491 | 17/20 | 4.91 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.268
[2024-12-12 16:55:59,629][demucs.solver][INFO] - Valid | Epoch 491 | 18/20 | 4.93 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.240
[2024-12-12 16:55:59,784][demucs.solver][INFO] - Valid | Epoch 491 | 19/20 | 4.99 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.251
[2024-12-12 16:56:00,153][demucs.solver][INFO] - Valid Summary | Epoch 491 | Loss=0.5347 | Reco=0.5347 | Nsdr=1.251 | Best=0.5301 | Bname=main
[2024-12-12 16:56:01,606][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:56:01,606][demucs.solver][INFO] - Training...
[2024-12-12 16:56:08,401][demucs.solver][INFO] - Train | Epoch 492 | 1/14 | 0.40 it/sec | Loss 0.2689 | Reco 0.2689 | Grad 0.8189
[2024-12-12 16:56:09,058][demucs.solver][INFO] - Train | Epoch 492 | 2/14 | 0.54 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 0.6898
[2024-12-12 16:56:09,726][demucs.solver][INFO] - Train | Epoch 492 | 3/14 | 0.64 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 0.6125
[2024-12-12 16:56:10,573][demucs.solver][INFO] - Train | Epoch 492 | 4/14 | 0.70 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 0.7321
[2024-12-12 16:56:11,322][demucs.solver][INFO] - Train | Epoch 492 | 5/14 | 0.76 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 0.9060
[2024-12-12 16:56:12,124][demucs.solver][INFO] - Train | Epoch 492 | 6/14 | 0.81 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 0.8911
[2024-12-12 16:56:12,774][demucs.solver][INFO] - Train | Epoch 492 | 7/14 | 0.86 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 0.9111
[2024-12-12 16:56:13,528][demucs.solver][INFO] - Train | Epoch 492 | 8/14 | 0.89 it/sec | Loss 0.2605 | Reco 0.2605 | Grad 1.2285
[2024-12-12 16:56:14,171][demucs.solver][INFO] - Train | Epoch 492 | 9/14 | 0.93 it/sec | Loss 0.2631 | Reco 0.2631 | Grad 1.2614
[2024-12-12 16:56:14,832][demucs.solver][INFO] - Train | Epoch 492 | 10/14 | 0.97 it/sec | Loss 0.2651 | Reco 0.2651 | Grad 1.2096
[2024-12-12 16:56:15,471][demucs.solver][INFO] - Train | Epoch 492 | 11/14 | 1.00 it/sec | Loss 0.2629 | Reco 0.2629 | Grad 1.1538
[2024-12-12 16:56:16,112][demucs.solver][INFO] - Train | Epoch 492 | 12/14 | 1.03 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 1.1057
[2024-12-12 16:56:16,745][demucs.solver][INFO] - Train | Epoch 492 | 13/14 | 1.05 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 1.0609
[2024-12-12 16:56:17,086][demucs.solver][INFO] - Train Summary | Epoch 492 | Loss=0.2587 | Reco=0.2587 | Grad=1.0609
[2024-12-12 16:56:17,087][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:56:17,087][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:56:19,274][demucs.solver][INFO] - Valid | Epoch 492 | 1/20 | 3.23 it/sec | Loss 0.5767 | Reco 0.5767 | Nsdr 1.196
[2024-12-12 16:56:19,449][demucs.solver][INFO] - Valid | Epoch 492 | 2/20 | 3.78 it/sec | Loss 0.4501 | Reco 0.4501 | Nsdr 1.043
[2024-12-12 16:56:19,623][demucs.solver][INFO] - Valid | Epoch 492 | 3/20 | 4.13 it/sec | Loss 0.4949 | Reco 0.4949 | Nsdr 1.082
[2024-12-12 16:56:19,811][demucs.solver][INFO] - Valid | Epoch 492 | 4/20 | 4.32 it/sec | Loss 0.5133 | Reco 0.5133 | Nsdr 1.107
[2024-12-12 16:56:19,997][demucs.solver][INFO] - Valid | Epoch 492 | 5/20 | 4.47 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.091
[2024-12-12 16:56:20,200][demucs.solver][INFO] - Valid | Epoch 492 | 6/20 | 4.53 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.108
[2024-12-12 16:56:20,391][demucs.solver][INFO] - Valid | Epoch 492 | 7/20 | 4.61 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.114
[2024-12-12 16:56:20,595][demucs.solver][INFO] - Valid | Epoch 492 | 8/20 | 4.64 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.106
[2024-12-12 16:56:20,780][demucs.solver][INFO] - Valid | Epoch 492 | 9/20 | 4.71 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.114
[2024-12-12 16:56:20,935][demucs.solver][INFO] - Valid | Epoch 492 | 10/20 | 4.82 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.103
[2024-12-12 16:56:21,118][demucs.solver][INFO] - Valid | Epoch 492 | 11/20 | 4.87 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.104
[2024-12-12 16:56:21,303][demucs.solver][INFO] - Valid | Epoch 492 | 12/20 | 4.91 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.089
[2024-12-12 16:56:21,477][demucs.solver][INFO] - Valid | Epoch 492 | 13/20 | 4.96 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.096
[2024-12-12 16:56:21,662][demucs.solver][INFO] - Valid | Epoch 492 | 14/20 | 4.99 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.101
[2024-12-12 16:56:21,834][demucs.solver][INFO] - Valid | Epoch 492 | 15/20 | 5.03 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.107
[2024-12-12 16:56:22,005][demucs.solver][INFO] - Valid | Epoch 492 | 16/20 | 5.07 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.114
[2024-12-12 16:56:22,191][demucs.solver][INFO] - Valid | Epoch 492 | 17/20 | 5.09 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.121
[2024-12-12 16:56:22,392][demucs.solver][INFO] - Valid | Epoch 492 | 18/20 | 5.08 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.099
[2024-12-12 16:56:22,561][demucs.solver][INFO] - Valid | Epoch 492 | 19/20 | 5.12 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.107
[2024-12-12 16:56:22,928][demucs.solver][INFO] - Valid Summary | Epoch 492 | Loss=0.5462 | Reco=0.5462 | Nsdr=1.107 | Best=0.5301 | Bname=main
[2024-12-12 16:56:24,594][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:56:24,594][demucs.solver][INFO] - Training...
[2024-12-12 16:56:32,255][demucs.solver][INFO] - Train | Epoch 493 | 1/14 | 0.33 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 0.8968
[2024-12-12 16:56:32,906][demucs.solver][INFO] - Train | Epoch 493 | 2/14 | 0.45 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.8434
[2024-12-12 16:56:33,558][demucs.solver][INFO] - Train | Epoch 493 | 3/14 | 0.54 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.0832
[2024-12-12 16:56:34,204][demucs.solver][INFO] - Train | Epoch 493 | 4/14 | 0.62 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.4709
[2024-12-12 16:56:34,852][demucs.solver][INFO] - Train | Epoch 493 | 5/14 | 0.69 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.6225
[2024-12-12 16:56:35,506][demucs.solver][INFO] - Train | Epoch 493 | 6/14 | 0.75 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 1.4506
[2024-12-12 16:56:36,154][demucs.solver][INFO] - Train | Epoch 493 | 7/14 | 0.80 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.5882
[2024-12-12 16:56:36,804][demucs.solver][INFO] - Train | Epoch 493 | 8/14 | 0.85 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 1.7335
[2024-12-12 16:56:37,445][demucs.solver][INFO] - Train | Epoch 493 | 9/14 | 0.89 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.6812
[2024-12-12 16:56:38,088][demucs.solver][INFO] - Train | Epoch 493 | 10/14 | 0.92 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 1.7026
[2024-12-12 16:56:38,731][demucs.solver][INFO] - Train | Epoch 493 | 11/14 | 0.96 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.7399
[2024-12-12 16:56:39,366][demucs.solver][INFO] - Train | Epoch 493 | 12/14 | 0.99 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.7137
[2024-12-12 16:56:39,998][demucs.solver][INFO] - Train | Epoch 493 | 13/14 | 1.01 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.6636
[2024-12-12 16:56:40,290][demucs.solver][INFO] - Train Summary | Epoch 493 | Loss=0.2494 | Reco=0.2494 | Grad=1.6636
[2024-12-12 16:56:40,291][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:56:40,291][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:56:42,444][demucs.solver][INFO] - Valid | Epoch 493 | 1/20 | 3.66 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.284
[2024-12-12 16:56:42,631][demucs.solver][INFO] - Valid | Epoch 493 | 2/20 | 4.09 it/sec | Loss 0.4456 | Reco 0.4456 | Nsdr 1.109
[2024-12-12 16:56:42,817][demucs.solver][INFO] - Valid | Epoch 493 | 3/20 | 4.35 it/sec | Loss 0.4894 | Reco 0.4894 | Nsdr 1.175
[2024-12-12 16:56:43,016][demucs.solver][INFO] - Valid | Epoch 493 | 4/20 | 4.47 it/sec | Loss 0.5069 | Reco 0.5069 | Nsdr 1.209
[2024-12-12 16:56:43,216][demucs.solver][INFO] - Valid | Epoch 493 | 5/20 | 4.55 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 1.193
[2024-12-12 16:56:43,387][demucs.solver][INFO] - Valid | Epoch 493 | 6/20 | 4.70 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.208
[2024-12-12 16:56:43,590][demucs.solver][INFO] - Valid | Epoch 493 | 7/20 | 4.72 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.222
[2024-12-12 16:56:43,776][demucs.solver][INFO] - Valid | Epoch 493 | 8/20 | 4.79 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.213
[2024-12-12 16:56:43,934][demucs.solver][INFO] - Valid | Epoch 493 | 9/20 | 4.91 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.226
[2024-12-12 16:56:44,107][demucs.solver][INFO] - Valid | Epoch 493 | 10/20 | 4.98 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.209
[2024-12-12 16:56:44,262][demucs.solver][INFO] - Valid | Epoch 493 | 11/20 | 5.07 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.208
[2024-12-12 16:56:44,463][demucs.solver][INFO] - Valid | Epoch 493 | 12/20 | 5.07 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.189
[2024-12-12 16:56:44,661][demucs.solver][INFO] - Valid | Epoch 493 | 13/20 | 5.07 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.191
[2024-12-12 16:56:44,845][demucs.solver][INFO] - Valid | Epoch 493 | 14/20 | 5.09 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.197
[2024-12-12 16:56:45,029][demucs.solver][INFO] - Valid | Epoch 493 | 15/20 | 5.11 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.205
[2024-12-12 16:56:45,226][demucs.solver][INFO] - Valid | Epoch 493 | 16/20 | 5.11 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.211
[2024-12-12 16:56:45,396][demucs.solver][INFO] - Valid | Epoch 493 | 17/20 | 5.15 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.219
[2024-12-12 16:56:45,579][demucs.solver][INFO] - Valid | Epoch 493 | 18/20 | 5.16 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.193
[2024-12-12 16:56:45,763][demucs.solver][INFO] - Valid | Epoch 493 | 19/20 | 5.17 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.205
[2024-12-12 16:56:46,130][demucs.solver][INFO] - Valid Summary | Epoch 493 | Loss=0.5390 | Reco=0.5390 | Nsdr=1.205 | Best=0.5301 | Bname=main
[2024-12-12 16:56:47,571][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:56:47,571][demucs.solver][INFO] - Training...
[2024-12-12 16:56:54,281][demucs.solver][INFO] - Train | Epoch 494 | 1/14 | 0.39 it/sec | Loss 0.2932 | Reco 0.2932 | Grad 3.3766
[2024-12-12 16:56:55,356][demucs.solver][INFO] - Train | Epoch 494 | 2/14 | 0.49 it/sec | Loss 0.2747 | Reco 0.2747 | Grad 2.4233
[2024-12-12 16:56:56,921][demucs.solver][INFO] - Train | Epoch 494 | 3/14 | 0.52 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 2.5129
[2024-12-12 16:56:57,758][demucs.solver][INFO] - Train | Epoch 494 | 4/14 | 0.58 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 2.1712
[2024-12-12 16:56:58,414][demucs.solver][INFO] - Train | Epoch 494 | 5/14 | 0.65 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 1.8814
[2024-12-12 16:56:59,072][demucs.solver][INFO] - Train | Epoch 494 | 6/14 | 0.71 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 1.9880
[2024-12-12 16:56:59,730][demucs.solver][INFO] - Train | Epoch 494 | 7/14 | 0.76 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 2.1098
[2024-12-12 16:57:00,376][demucs.solver][INFO] - Train | Epoch 494 | 8/14 | 0.80 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 2.0592
[2024-12-12 16:57:01,022][demucs.solver][INFO] - Train | Epoch 494 | 9/14 | 0.84 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 1.9702
[2024-12-12 16:57:01,676][demucs.solver][INFO] - Train | Epoch 494 | 10/14 | 0.88 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.9128
[2024-12-12 16:57:02,826][demucs.solver][INFO] - Train | Epoch 494 | 11/14 | 0.88 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 1.8595
[2024-12-12 16:57:03,884][demucs.solver][INFO] - Train | Epoch 494 | 12/14 | 0.88 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.8830
[2024-12-12 16:57:04,603][demucs.solver][INFO] - Train | Epoch 494 | 13/14 | 0.91 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.8909
[2024-12-12 16:57:04,920][demucs.solver][INFO] - Train Summary | Epoch 494 | Loss=0.2495 | Reco=0.2495 | Grad=1.8909
[2024-12-12 16:57:04,920][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:57:04,920][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:57:07,145][demucs.solver][INFO] - Valid | Epoch 494 | 1/20 | 3.40 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.204
[2024-12-12 16:57:07,318][demucs.solver][INFO] - Valid | Epoch 494 | 2/20 | 3.94 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.051
[2024-12-12 16:57:07,503][demucs.solver][INFO] - Valid | Epoch 494 | 3/20 | 4.23 it/sec | Loss 0.4952 | Reco 0.4952 | Nsdr 1.088
[2024-12-12 16:57:07,688][demucs.solver][INFO] - Valid | Epoch 494 | 4/20 | 4.42 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.112
[2024-12-12 16:57:07,879][demucs.solver][INFO] - Valid | Epoch 494 | 5/20 | 4.54 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.092
[2024-12-12 16:57:08,051][demucs.solver][INFO] - Valid | Epoch 494 | 6/20 | 4.69 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.112
[2024-12-12 16:57:08,250][demucs.solver][INFO] - Valid | Epoch 494 | 7/20 | 4.72 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.116
[2024-12-12 16:57:08,451][demucs.solver][INFO] - Valid | Epoch 494 | 8/20 | 4.75 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.106
[2024-12-12 16:57:08,639][demucs.solver][INFO] - Valid | Epoch 494 | 9/20 | 4.80 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.113
[2024-12-12 16:57:08,792][demucs.solver][INFO] - Valid | Epoch 494 | 10/20 | 4.92 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.101
[2024-12-12 16:57:08,961][demucs.solver][INFO] - Valid | Epoch 494 | 11/20 | 4.99 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.104
[2024-12-12 16:57:09,148][demucs.solver][INFO] - Valid | Epoch 494 | 12/20 | 5.02 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.089
[2024-12-12 16:57:09,318][demucs.solver][INFO] - Valid | Epoch 494 | 13/20 | 5.07 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.093
[2024-12-12 16:57:09,472][demucs.solver][INFO] - Valid | Epoch 494 | 14/20 | 5.15 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.099
[2024-12-12 16:57:09,674][demucs.solver][INFO] - Valid | Epoch 494 | 15/20 | 5.13 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.104
[2024-12-12 16:57:09,857][demucs.solver][INFO] - Valid | Epoch 494 | 16/20 | 5.15 it/sec | Loss 0.5765 | Reco 0.5765 | Nsdr 1.111
[2024-12-12 16:57:10,026][demucs.solver][INFO] - Valid | Epoch 494 | 17/20 | 5.19 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.117
[2024-12-12 16:57:10,209][demucs.solver][INFO] - Valid | Epoch 494 | 18/20 | 5.20 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.096
[2024-12-12 16:57:10,389][demucs.solver][INFO] - Valid | Epoch 494 | 19/20 | 5.22 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.104
[2024-12-12 16:57:10,752][demucs.solver][INFO] - Valid Summary | Epoch 494 | Loss=0.5472 | Reco=0.5472 | Nsdr=1.104 | Best=0.5301 | Bname=main
[2024-12-12 16:57:12,194][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:57:12,195][demucs.solver][INFO] - Training...
[2024-12-12 16:57:24,012][demucs.solver][INFO] - Train | Epoch 495 | 1/14 | 0.20 it/sec | Loss 0.2291 | Reco 0.2291 | Grad 1.6803
[2024-12-12 16:57:24,654][demucs.solver][INFO] - Train | Epoch 495 | 2/14 | 0.28 it/sec | Loss 0.2230 | Reco 0.2230 | Grad 1.2635
[2024-12-12 16:57:25,300][demucs.solver][INFO] - Train | Epoch 495 | 3/14 | 0.35 it/sec | Loss 0.2292 | Reco 0.2292 | Grad 1.4029
[2024-12-12 16:57:25,937][demucs.solver][INFO] - Train | Epoch 495 | 4/14 | 0.42 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 1.2927
[2024-12-12 16:57:26,576][demucs.solver][INFO] - Train | Epoch 495 | 5/14 | 0.48 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.2711
[2024-12-12 16:57:27,207][demucs.solver][INFO] - Train | Epoch 495 | 6/14 | 0.53 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.3840
[2024-12-12 16:57:27,838][demucs.solver][INFO] - Train | Epoch 495 | 7/14 | 0.58 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 1.2586
[2024-12-12 16:57:28,467][demucs.solver][INFO] - Train | Epoch 495 | 8/14 | 0.62 it/sec | Loss 0.2343 | Reco 0.2343 | Grad 1.3533
[2024-12-12 16:57:29,100][demucs.solver][INFO] - Train | Epoch 495 | 9/14 | 0.66 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.3420
[2024-12-12 16:57:29,737][demucs.solver][INFO] - Train | Epoch 495 | 10/14 | 0.70 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.4650
[2024-12-12 16:57:30,371][demucs.solver][INFO] - Train | Epoch 495 | 11/14 | 0.73 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.6516
[2024-12-12 16:57:31,004][demucs.solver][INFO] - Train | Epoch 495 | 12/14 | 0.76 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 1.5591
[2024-12-12 16:57:31,634][demucs.solver][INFO] - Train | Epoch 495 | 13/14 | 0.79 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.6293
[2024-12-12 16:57:31,962][demucs.solver][INFO] - Train Summary | Epoch 495 | Loss=0.2410 | Reco=0.2410 | Grad=1.6293
[2024-12-12 16:57:31,962][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:57:31,963][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:57:34,425][demucs.solver][INFO] - Valid | Epoch 495 | 1/20 | 2.24 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.286
[2024-12-12 16:57:34,626][demucs.solver][INFO] - Valid | Epoch 495 | 2/20 | 2.74 it/sec | Loss 0.4457 | Reco 0.4457 | Nsdr 1.095
[2024-12-12 16:57:34,842][demucs.solver][INFO] - Valid | Epoch 495 | 3/20 | 3.05 it/sec | Loss 0.4886 | Reco 0.4886 | Nsdr 1.182
[2024-12-12 16:57:35,046][demucs.solver][INFO] - Valid | Epoch 495 | 4/20 | 3.30 it/sec | Loss 0.5054 | Reco 0.5054 | Nsdr 1.225
[2024-12-12 16:57:35,235][demucs.solver][INFO] - Valid | Epoch 495 | 5/20 | 3.52 it/sec | Loss 0.5270 | Reco 0.5270 | Nsdr 1.214
[2024-12-12 16:57:35,437][demucs.solver][INFO] - Valid | Epoch 495 | 6/20 | 3.68 it/sec | Loss 0.5111 | Reco 0.5111 | Nsdr 1.228
[2024-12-12 16:57:35,624][demucs.solver][INFO] - Valid | Epoch 495 | 7/20 | 3.82 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.250
[2024-12-12 16:57:35,810][demucs.solver][INFO] - Valid | Epoch 495 | 8/20 | 3.95 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.248
[2024-12-12 16:57:36,013][demucs.solver][INFO] - Valid | Epoch 495 | 9/20 | 4.03 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.267
[2024-12-12 16:57:36,196][demucs.solver][INFO] - Valid | Epoch 495 | 10/20 | 4.13 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.245
[2024-12-12 16:57:36,396][demucs.solver][INFO] - Valid | Epoch 495 | 11/20 | 4.19 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.241
[2024-12-12 16:57:36,582][demucs.solver][INFO] - Valid | Epoch 495 | 12/20 | 4.26 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.219
[2024-12-12 16:57:36,765][demucs.solver][INFO] - Valid | Epoch 495 | 13/20 | 4.33 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.221
[2024-12-12 16:57:36,950][demucs.solver][INFO] - Valid | Epoch 495 | 14/20 | 4.39 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.228
[2024-12-12 16:57:37,133][demucs.solver][INFO] - Valid | Epoch 495 | 15/20 | 4.44 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.235
[2024-12-12 16:57:37,304][demucs.solver][INFO] - Valid | Epoch 495 | 16/20 | 4.51 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.241
[2024-12-12 16:57:37,473][demucs.solver][INFO] - Valid | Epoch 495 | 17/20 | 4.57 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.247
[2024-12-12 16:57:37,677][demucs.solver][INFO] - Valid | Epoch 495 | 18/20 | 4.58 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.218
[2024-12-12 16:57:37,849][demucs.solver][INFO] - Valid | Epoch 495 | 19/20 | 4.63 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.231
[2024-12-12 16:57:38,230][demucs.solver][INFO] - Valid Summary | Epoch 495 | Loss=0.5371 | Reco=0.5371 | Nsdr=1.231 | Best=0.5301 | Bname=main
[2024-12-12 16:57:39,687][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:57:39,688][demucs.solver][INFO] - Training...
[2024-12-12 16:57:49,225][demucs.solver][INFO] - Train | Epoch 496 | 1/14 | 0.25 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 1.1246
[2024-12-12 16:57:49,877][demucs.solver][INFO] - Train | Epoch 496 | 2/14 | 0.35 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 0.9721
[2024-12-12 16:57:50,531][demucs.solver][INFO] - Train | Epoch 496 | 3/14 | 0.44 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.0122
[2024-12-12 16:57:51,177][demucs.solver][INFO] - Train | Epoch 496 | 4/14 | 0.51 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 0.9772
[2024-12-12 16:57:51,815][demucs.solver][INFO] - Train | Epoch 496 | 5/14 | 0.57 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 0.9591
[2024-12-12 16:57:52,456][demucs.solver][INFO] - Train | Epoch 496 | 6/14 | 0.63 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.0399
[2024-12-12 16:57:53,109][demucs.solver][INFO] - Train | Epoch 496 | 7/14 | 0.68 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.9582
[2024-12-12 16:57:53,750][demucs.solver][INFO] - Train | Epoch 496 | 8/14 | 0.73 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.9320
[2024-12-12 16:57:54,386][demucs.solver][INFO] - Train | Epoch 496 | 9/14 | 0.77 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.0087
[2024-12-12 16:57:55,023][demucs.solver][INFO] - Train | Epoch 496 | 10/14 | 0.81 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 1.1521
[2024-12-12 16:57:55,658][demucs.solver][INFO] - Train | Epoch 496 | 11/14 | 0.84 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.1123
[2024-12-12 16:57:56,292][demucs.solver][INFO] - Train | Epoch 496 | 12/14 | 0.87 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 1.0505
[2024-12-12 16:57:56,927][demucs.solver][INFO] - Train | Epoch 496 | 13/14 | 0.90 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.0238
[2024-12-12 16:57:57,238][demucs.solver][INFO] - Train Summary | Epoch 496 | Loss=0.2403 | Reco=0.2403 | Grad=1.0238
[2024-12-12 16:57:57,238][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:57:57,238][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:58:00,560][demucs.solver][INFO] - Valid | Epoch 496 | 1/20 | 1.15 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.245
[2024-12-12 16:58:01,017][demucs.solver][INFO] - Valid | Epoch 496 | 2/20 | 1.37 it/sec | Loss 0.4479 | Reco 0.4479 | Nsdr 1.071
[2024-12-12 16:58:01,261][demucs.solver][INFO] - Valid | Epoch 496 | 3/20 | 1.64 it/sec | Loss 0.4919 | Reco 0.4919 | Nsdr 1.137
[2024-12-12 16:58:01,415][demucs.solver][INFO] - Valid | Epoch 496 | 4/20 | 1.93 it/sec | Loss 0.5098 | Reco 0.5098 | Nsdr 1.164
[2024-12-12 16:58:01,644][demucs.solver][INFO] - Valid | Epoch 496 | 5/20 | 2.13 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.148
[2024-12-12 16:58:01,943][demucs.solver][INFO] - Valid | Epoch 496 | 6/20 | 2.24 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.162
[2024-12-12 16:58:02,154][demucs.solver][INFO] - Valid | Epoch 496 | 7/20 | 2.40 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.176
[2024-12-12 16:58:02,379][demucs.solver][INFO] - Valid | Epoch 496 | 8/20 | 2.53 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.165
[2024-12-12 16:58:02,642][demucs.solver][INFO] - Valid | Epoch 496 | 9/20 | 2.62 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.178
[2024-12-12 16:58:02,885][demucs.solver][INFO] - Valid | Epoch 496 | 10/20 | 2.71 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.165
[2024-12-12 16:58:03,099][demucs.solver][INFO] - Valid | Epoch 496 | 11/20 | 2.81 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.163
[2024-12-12 16:58:03,332][demucs.solver][INFO] - Valid | Epoch 496 | 12/20 | 2.88 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.144
[2024-12-12 16:58:03,535][demucs.solver][INFO] - Valid | Epoch 496 | 13/20 | 2.97 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.146
[2024-12-12 16:58:03,720][demucs.solver][INFO] - Valid | Epoch 496 | 14/20 | 3.06 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.152
[2024-12-12 16:58:03,918][demucs.solver][INFO] - Valid | Epoch 496 | 15/20 | 3.14 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.158
[2024-12-12 16:58:04,102][demucs.solver][INFO] - Valid | Epoch 496 | 16/20 | 3.22 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.165
[2024-12-12 16:58:04,285][demucs.solver][INFO] - Valid | Epoch 496 | 17/20 | 3.30 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.173
[2024-12-12 16:58:04,453][demucs.solver][INFO] - Valid | Epoch 496 | 18/20 | 3.38 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.149
[2024-12-12 16:58:04,636][demucs.solver][INFO] - Valid | Epoch 496 | 19/20 | 3.44 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.159
[2024-12-12 16:58:05,020][demucs.solver][INFO] - Valid Summary | Epoch 496 | Loss=0.5426 | Reco=0.5426 | Nsdr=1.159 | Best=0.5301 | Bname=main
[2024-12-12 16:58:06,531][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:58:06,531][demucs.solver][INFO] - Training...
[2024-12-12 16:58:13,292][demucs.solver][INFO] - Train | Epoch 497 | 1/14 | 0.41 it/sec | Loss 0.2249 | Reco 0.2249 | Grad 0.9568
[2024-12-12 16:58:16,468][demucs.solver][INFO] - Train | Epoch 497 | 2/14 | 0.37 it/sec | Loss 0.2288 | Reco 0.2288 | Grad 1.0350
[2024-12-12 16:58:17,120][demucs.solver][INFO] - Train | Epoch 497 | 3/14 | 0.46 it/sec | Loss 0.2333 | Reco 0.2333 | Grad 1.3286
[2024-12-12 16:58:17,769][demucs.solver][INFO] - Train | Epoch 497 | 4/14 | 0.54 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 1.5295
[2024-12-12 16:58:18,414][demucs.solver][INFO] - Train | Epoch 497 | 5/14 | 0.60 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.6613
[2024-12-12 16:58:19,056][demucs.solver][INFO] - Train | Epoch 497 | 6/14 | 0.66 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.7316
[2024-12-12 16:58:19,698][demucs.solver][INFO] - Train | Epoch 497 | 7/14 | 0.71 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.5373
[2024-12-12 16:58:20,339][demucs.solver][INFO] - Train | Epoch 497 | 8/14 | 0.76 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.4401
[2024-12-12 16:58:20,977][demucs.solver][INFO] - Train | Epoch 497 | 9/14 | 0.80 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.3942
[2024-12-12 16:58:21,622][demucs.solver][INFO] - Train | Epoch 497 | 10/14 | 0.84 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 1.5131
[2024-12-12 16:58:22,266][demucs.solver][INFO] - Train | Epoch 497 | 11/14 | 0.87 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.6556
[2024-12-12 16:58:24,142][demucs.solver][INFO] - Train | Epoch 497 | 12/14 | 0.83 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.7369
[2024-12-12 16:58:24,773][demucs.solver][INFO] - Train | Epoch 497 | 13/14 | 0.86 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.7415
[2024-12-12 16:58:25,112][demucs.solver][INFO] - Train Summary | Epoch 497 | Loss=0.2443 | Reco=0.2443 | Grad=1.7415
[2024-12-12 16:58:25,113][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:58:25,113][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:58:27,354][demucs.solver][INFO] - Valid | Epoch 497 | 1/20 | 3.24 it/sec | Loss 0.5799 | Reco 0.5799 | Nsdr 1.166
[2024-12-12 16:58:27,647][demucs.solver][INFO] - Valid | Epoch 497 | 2/20 | 3.29 it/sec | Loss 0.4522 | Reco 0.4522 | Nsdr 1.013
[2024-12-12 16:58:27,866][demucs.solver][INFO] - Valid | Epoch 497 | 3/20 | 3.54 it/sec | Loss 0.4976 | Reco 0.4976 | Nsdr 1.058
[2024-12-12 16:58:28,053][demucs.solver][INFO] - Valid | Epoch 497 | 4/20 | 3.80 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.084
[2024-12-12 16:58:28,271][demucs.solver][INFO] - Valid | Epoch 497 | 5/20 | 3.91 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.072
[2024-12-12 16:58:28,496][demucs.solver][INFO] - Valid | Epoch 497 | 6/20 | 3.98 it/sec | Loss 0.5221 | Reco 0.5221 | Nsdr 1.089
[2024-12-12 16:58:28,704][demucs.solver][INFO] - Valid | Epoch 497 | 7/20 | 4.06 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.095
[2024-12-12 16:58:28,927][demucs.solver][INFO] - Valid | Epoch 497 | 8/20 | 4.11 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.085
[2024-12-12 16:58:29,081][demucs.solver][INFO] - Valid | Epoch 497 | 9/20 | 4.26 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.094
[2024-12-12 16:58:29,294][demucs.solver][INFO] - Valid | Epoch 497 | 10/20 | 4.30 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.082
[2024-12-12 16:58:29,486][demucs.solver][INFO] - Valid | Epoch 497 | 11/20 | 4.36 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.082
[2024-12-12 16:58:29,653][demucs.solver][INFO] - Valid | Epoch 497 | 12/20 | 4.46 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.066
[2024-12-12 16:58:29,872][demucs.solver][INFO] - Valid | Epoch 497 | 13/20 | 4.46 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.070
[2024-12-12 16:58:30,129][demucs.solver][INFO] - Valid | Epoch 497 | 14/20 | 4.42 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.076
[2024-12-12 16:58:30,408][demucs.solver][INFO] - Valid | Epoch 497 | 15/20 | 4.36 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.081
[2024-12-12 16:58:30,626][demucs.solver][INFO] - Valid | Epoch 497 | 16/20 | 4.37 it/sec | Loss 0.5787 | Reco 0.5787 | Nsdr 1.087
[2024-12-12 16:58:30,887][demucs.solver][INFO] - Valid | Epoch 497 | 17/20 | 4.34 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.094
[2024-12-12 16:58:31,132][demucs.solver][INFO] - Valid | Epoch 497 | 18/20 | 4.32 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.072
[2024-12-12 16:58:31,309][demucs.solver][INFO] - Valid | Epoch 497 | 19/20 | 4.37 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.080
[2024-12-12 16:58:31,720][demucs.solver][INFO] - Valid Summary | Epoch 497 | Loss=0.5487 | Reco=0.5487 | Nsdr=1.080 | Best=0.5301 | Bname=main
[2024-12-12 16:58:33,138][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:58:33,139][demucs.solver][INFO] - Training...
[2024-12-12 16:58:39,644][demucs.solver][INFO] - Train | Epoch 498 | 1/14 | 0.43 it/sec | Loss 0.2650 | Reco 0.2650 | Grad 1.1456
[2024-12-12 16:58:41,909][demucs.solver][INFO] - Train | Epoch 498 | 2/14 | 0.43 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 1.5711
[2024-12-12 16:58:42,570][demucs.solver][INFO] - Train | Epoch 498 | 3/14 | 0.53 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 1.6107
[2024-12-12 16:58:43,222][demucs.solver][INFO] - Train | Epoch 498 | 4/14 | 0.61 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.4857
[2024-12-12 16:58:43,879][demucs.solver][INFO] - Train | Epoch 498 | 5/14 | 0.67 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.4581
[2024-12-12 16:58:44,540][demucs.solver][INFO] - Train | Epoch 498 | 6/14 | 0.73 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.3660
[2024-12-12 16:58:45,183][demucs.solver][INFO] - Train | Epoch 498 | 7/14 | 0.78 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 1.4298
[2024-12-12 16:58:45,822][demucs.solver][INFO] - Train | Epoch 498 | 8/14 | 0.83 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 1.5645
[2024-12-12 16:58:46,454][demucs.solver][INFO] - Train | Epoch 498 | 9/14 | 0.87 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 1.4373
[2024-12-12 16:58:47,093][demucs.solver][INFO] - Train | Epoch 498 | 10/14 | 0.91 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.4132
[2024-12-12 16:58:47,737][demucs.solver][INFO] - Train | Epoch 498 | 11/14 | 0.94 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.3219
[2024-12-12 16:58:48,381][demucs.solver][INFO] - Train | Epoch 498 | 12/14 | 0.97 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.3192
[2024-12-12 16:58:49,015][demucs.solver][INFO] - Train | Epoch 498 | 13/14 | 1.00 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.2641
[2024-12-12 16:58:49,342][demucs.solver][INFO] - Train Summary | Epoch 498 | Loss=0.2459 | Reco=0.2459 | Grad=1.2641
[2024-12-12 16:58:49,343][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:58:49,343][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:58:51,541][demucs.solver][INFO] - Valid | Epoch 498 | 1/20 | 3.05 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.293
[2024-12-12 16:58:51,731][demucs.solver][INFO] - Valid | Epoch 498 | 2/20 | 3.55 it/sec | Loss 0.4455 | Reco 0.4455 | Nsdr 1.103
[2024-12-12 16:58:51,920][demucs.solver][INFO] - Valid | Epoch 498 | 3/20 | 3.87 it/sec | Loss 0.4893 | Reco 0.4893 | Nsdr 1.174
[2024-12-12 16:58:52,077][demucs.solver][INFO] - Valid | Epoch 498 | 4/20 | 4.20 it/sec | Loss 0.5067 | Reco 0.5067 | Nsdr 1.208
[2024-12-12 16:58:52,265][demucs.solver][INFO] - Valid | Epoch 498 | 5/20 | 4.35 it/sec | Loss 0.5284 | Reco 0.5284 | Nsdr 1.197
[2024-12-12 16:58:52,452][demucs.solver][INFO] - Valid | Epoch 498 | 6/20 | 4.47 it/sec | Loss 0.5126 | Reco 0.5126 | Nsdr 1.210
[2024-12-12 16:58:52,623][demucs.solver][INFO] - Valid | Epoch 498 | 7/20 | 4.60 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.226
[2024-12-12 16:58:52,795][demucs.solver][INFO] - Valid | Epoch 498 | 8/20 | 4.71 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.221
[2024-12-12 16:58:52,989][demucs.solver][INFO] - Valid | Epoch 498 | 9/20 | 4.75 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.236
[2024-12-12 16:58:53,178][demucs.solver][INFO] - Valid | Epoch 498 | 10/20 | 4.80 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.218
[2024-12-12 16:58:53,392][demucs.solver][INFO] - Valid | Epoch 498 | 11/20 | 4.79 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.215
[2024-12-12 16:58:53,577][demucs.solver][INFO] - Valid | Epoch 498 | 12/20 | 4.83 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.194
[2024-12-12 16:58:53,747][demucs.solver][INFO] - Valid | Epoch 498 | 13/20 | 4.89 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.195
[2024-12-12 16:58:53,915][demucs.solver][INFO] - Valid | Epoch 498 | 14/20 | 4.95 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.201
[2024-12-12 16:58:54,116][demucs.solver][INFO] - Valid | Epoch 498 | 15/20 | 4.95 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.208
[2024-12-12 16:58:54,318][demucs.solver][INFO] - Valid | Epoch 498 | 16/20 | 4.95 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.213
[2024-12-12 16:58:54,503][demucs.solver][INFO] - Valid | Epoch 498 | 17/20 | 4.98 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.221
[2024-12-12 16:58:54,673][demucs.solver][INFO] - Valid | Epoch 498 | 18/20 | 5.02 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.195
[2024-12-12 16:58:54,858][demucs.solver][INFO] - Valid | Epoch 498 | 19/20 | 5.03 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.207
[2024-12-12 16:58:55,273][demucs.solver][INFO] - Valid Summary | Epoch 498 | Loss=0.5389 | Reco=0.5389 | Nsdr=1.207 | Best=0.5301 | Bname=main
[2024-12-12 16:58:56,918][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:58:56,918][demucs.solver][INFO] - Training...
[2024-12-12 16:59:06,789][demucs.solver][INFO] - Train | Epoch 499 | 1/14 | 0.24 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 1.5023
[2024-12-12 16:59:07,431][demucs.solver][INFO] - Train | Epoch 499 | 2/14 | 0.33 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 1.8061
[2024-12-12 16:59:08,081][demucs.solver][INFO] - Train | Epoch 499 | 3/14 | 0.42 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 1.9484
[2024-12-12 16:59:08,722][demucs.solver][INFO] - Train | Epoch 499 | 4/14 | 0.49 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 1.8550
[2024-12-12 16:59:09,373][demucs.solver][INFO] - Train | Epoch 499 | 5/14 | 0.55 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.7614
[2024-12-12 16:59:10,016][demucs.solver][INFO] - Train | Epoch 499 | 6/14 | 0.60 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 2.0390
[2024-12-12 16:59:10,654][demucs.solver][INFO] - Train | Epoch 499 | 7/14 | 0.66 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.1049
[2024-12-12 16:59:11,287][demucs.solver][INFO] - Train | Epoch 499 | 8/14 | 0.70 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 1.9766
[2024-12-12 16:59:11,916][demucs.solver][INFO] - Train | Epoch 499 | 9/14 | 0.74 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.7959
[2024-12-12 16:59:12,553][demucs.solver][INFO] - Train | Epoch 499 | 10/14 | 0.78 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.9225
[2024-12-12 16:59:13,184][demucs.solver][INFO] - Train | Epoch 499 | 11/14 | 0.81 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.9278
[2024-12-12 16:59:13,815][demucs.solver][INFO] - Train | Epoch 499 | 12/14 | 0.85 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.9913
[2024-12-12 16:59:14,446][demucs.solver][INFO] - Train | Epoch 499 | 13/14 | 0.87 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.8602
[2024-12-12 16:59:14,783][demucs.solver][INFO] - Train Summary | Epoch 499 | Loss=0.2413 | Reco=0.2413 | Grad=1.8602
[2024-12-12 16:59:14,784][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:59:14,784][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:59:17,505][demucs.solver][INFO] - Valid | Epoch 499 | 1/20 | 1.79 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.246
[2024-12-12 16:59:17,935][demucs.solver][INFO] - Valid | Epoch 499 | 2/20 | 1.94 it/sec | Loss 0.4483 | Reco 0.4483 | Nsdr 1.069
[2024-12-12 16:59:18,254][demucs.solver][INFO] - Valid | Epoch 499 | 3/20 | 2.14 it/sec | Loss 0.4927 | Reco 0.4927 | Nsdr 1.137
[2024-12-12 16:59:18,581][demucs.solver][INFO] - Valid | Epoch 499 | 4/20 | 2.28 it/sec | Loss 0.5106 | Reco 0.5106 | Nsdr 1.168
[2024-12-12 16:59:18,999][demucs.solver][INFO] - Valid | Epoch 499 | 5/20 | 2.30 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.153
[2024-12-12 16:59:19,385][demucs.solver][INFO] - Valid | Epoch 499 | 6/20 | 2.34 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.168
[2024-12-12 16:59:19,756][demucs.solver][INFO] - Valid | Epoch 499 | 7/20 | 2.38 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.183
[2024-12-12 16:59:20,057][demucs.solver][INFO] - Valid | Epoch 499 | 8/20 | 2.45 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.175
[2024-12-12 16:59:20,367][demucs.solver][INFO] - Valid | Epoch 499 | 9/20 | 2.51 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.190
[2024-12-12 16:59:20,743][demucs.solver][INFO] - Valid | Epoch 499 | 10/20 | 2.53 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.176
[2024-12-12 16:59:21,062][demucs.solver][INFO] - Valid | Epoch 499 | 11/20 | 2.57 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.174
[2024-12-12 16:59:21,373][demucs.solver][INFO] - Valid | Epoch 499 | 12/20 | 2.61 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.153
[2024-12-12 16:59:21,620][demucs.solver][INFO] - Valid | Epoch 499 | 13/20 | 2.68 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.153
[2024-12-12 16:59:22,048][demucs.solver][INFO] - Valid | Epoch 499 | 14/20 | 2.65 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.160
[2024-12-12 16:59:22,352][demucs.solver][INFO] - Valid | Epoch 499 | 15/20 | 2.68 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.167
[2024-12-12 16:59:22,671][demucs.solver][INFO] - Valid | Epoch 499 | 16/20 | 2.71 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.172
[2024-12-12 16:59:22,890][demucs.solver][INFO] - Valid | Epoch 499 | 17/20 | 2.77 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.181
[2024-12-12 16:59:23,147][demucs.solver][INFO] - Valid | Epoch 499 | 18/20 | 2.81 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.156
[2024-12-12 16:59:23,478][demucs.solver][INFO] - Valid | Epoch 499 | 19/20 | 2.82 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.167
[2024-12-12 16:59:23,845][demucs.solver][INFO] - Valid Summary | Epoch 499 | Loss=0.5428 | Reco=0.5428 | Nsdr=1.167 | Best=0.5301 | Bname=main
[2024-12-12 16:59:25,421][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:59:25,421][demucs.solver][INFO] - Training...
[2024-12-12 16:59:30,933][demucs.solver][INFO] - Train | Epoch 500 | 1/14 | 0.53 it/sec | Loss 0.2631 | Reco 0.2631 | Grad 2.9866
[2024-12-12 16:59:31,612][demucs.solver][INFO] - Train | Epoch 500 | 2/14 | 0.68 it/sec | Loss 0.2712 | Reco 0.2712 | Grad 3.5887
[2024-12-12 16:59:36,532][demucs.solver][INFO] - Train | Epoch 500 | 3/14 | 0.43 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 2.8107
[2024-12-12 16:59:37,172][demucs.solver][INFO] - Train | Epoch 500 | 4/14 | 0.50 it/sec | Loss 0.2653 | Reco 0.2653 | Grad 2.8019
[2024-12-12 16:59:37,820][demucs.solver][INFO] - Train | Epoch 500 | 5/14 | 0.56 it/sec | Loss 0.2641 | Reco 0.2641 | Grad 3.0420
[2024-12-12 16:59:38,474][demucs.solver][INFO] - Train | Epoch 500 | 6/14 | 0.62 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 2.8562
[2024-12-12 16:59:39,115][demucs.solver][INFO] - Train | Epoch 500 | 7/14 | 0.67 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.8574
[2024-12-12 16:59:39,755][demucs.solver][INFO] - Train | Epoch 500 | 8/14 | 0.72 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.5879
[2024-12-12 16:59:40,391][demucs.solver][INFO] - Train | Epoch 500 | 9/14 | 0.76 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 2.6195
[2024-12-12 16:59:41,027][demucs.solver][INFO] - Train | Epoch 500 | 10/14 | 0.79 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 2.6221
[2024-12-12 16:59:41,664][demucs.solver][INFO] - Train | Epoch 500 | 11/14 | 0.83 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 2.7176
[2024-12-12 16:59:42,302][demucs.solver][INFO] - Train | Epoch 500 | 12/14 | 0.86 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.5793
[2024-12-12 16:59:42,933][demucs.solver][INFO] - Train | Epoch 500 | 13/14 | 0.89 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.6602
[2024-12-12 16:59:43,258][demucs.solver][INFO] - Train Summary | Epoch 500 | Loss=0.2426 | Reco=0.2426 | Grad=2.6602
[2024-12-12 16:59:43,258][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:59:43,258][demucs.solver][INFO] - Cross validation...
[2024-12-12 16:59:45,415][demucs.solver][INFO] - Valid | Epoch 500 | 1/20 | 3.41 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.222
[2024-12-12 16:59:45,621][demucs.solver][INFO] - Valid | Epoch 500 | 2/20 | 3.78 it/sec | Loss 0.4501 | Reco 0.4501 | Nsdr 1.040
[2024-12-12 16:59:45,817][demucs.solver][INFO] - Valid | Epoch 500 | 3/20 | 4.05 it/sec | Loss 0.4941 | Reco 0.4941 | Nsdr 1.109
[2024-12-12 16:59:46,012][demucs.solver][INFO] - Valid | Epoch 500 | 4/20 | 4.22 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.152
[2024-12-12 16:59:46,216][demucs.solver][INFO] - Valid | Epoch 500 | 5/20 | 4.32 it/sec | Loss 0.5326 | Reco 0.5326 | Nsdr 1.149
[2024-12-12 16:59:46,401][demucs.solver][INFO] - Valid | Epoch 500 | 6/20 | 4.45 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.167
[2024-12-12 16:59:46,554][demucs.solver][INFO] - Valid | Epoch 500 | 7/20 | 4.63 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.184
[2024-12-12 16:59:46,754][demucs.solver][INFO] - Valid | Epoch 500 | 8/20 | 4.67 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.182
[2024-12-12 16:59:46,927][demucs.solver][INFO] - Valid | Epoch 500 | 9/20 | 4.76 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.199
[2024-12-12 16:59:47,113][demucs.solver][INFO] - Valid | Epoch 500 | 10/20 | 4.81 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.182
[2024-12-12 16:59:47,313][demucs.solver][INFO] - Valid | Epoch 500 | 11/20 | 4.83 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.180
[2024-12-12 16:59:47,511][demucs.solver][INFO] - Valid | Epoch 500 | 12/20 | 4.84 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.161
[2024-12-12 16:59:47,680][demucs.solver][INFO] - Valid | Epoch 500 | 13/20 | 4.91 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.162
[2024-12-12 16:59:47,878][demucs.solver][INFO] - Valid | Epoch 500 | 14/20 | 4.92 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.169
[2024-12-12 16:59:48,078][demucs.solver][INFO] - Valid | Epoch 500 | 15/20 | 4.92 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.176
[2024-12-12 16:59:48,231][demucs.solver][INFO] - Valid | Epoch 500 | 16/20 | 5.00 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.182
[2024-12-12 16:59:48,420][demucs.solver][INFO] - Valid | Epoch 500 | 17/20 | 5.01 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.183
[2024-12-12 16:59:48,603][demucs.solver][INFO] - Valid | Epoch 500 | 18/20 | 5.03 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.155
[2024-12-12 16:59:48,786][demucs.solver][INFO] - Valid | Epoch 500 | 19/20 | 5.05 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.167
[2024-12-12 16:59:49,128][demucs.solver][INFO] - Valid Summary | Epoch 500 | Loss=0.5425 | Reco=0.5425 | Nsdr=1.167 | Best=0.5301 | Bname=main
[2024-12-12 16:59:49,128][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 16:59:49,128][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 17:00:03,534][demucs.evaluate][INFO] - Eval | 1/20 | 0.29 it/sec
[2024-12-12 17:00:06,971][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 17:00:10,457][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 17:00:13,986][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 17:00:17,439][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 17:00:20,899][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 17:00:24,315][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 17:00:27,811][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 17:00:31,233][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 17:00:34,633][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 17:00:38,073][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 17:00:41,600][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 17:00:45,255][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 17:00:48,747][demucs.evaluate][INFO] - Eval | 14/20 | 0.29 it/sec
[2024-12-12 17:00:52,187][demucs.evaluate][INFO] - Eval | 15/20 | 0.29 it/sec
[2024-12-12 17:00:55,706][demucs.evaluate][INFO] - Eval | 16/20 | 0.29 it/sec
[2024-12-12 17:00:59,251][demucs.evaluate][INFO] - Eval | 17/20 | 0.29 it/sec
[2024-12-12 17:01:02,659][demucs.evaluate][INFO] - Eval | 18/20 | 0.29 it/sec
[2024-12-12 17:01:06,140][demucs.evaluate][INFO] - Eval | 19/20 | 0.29 it/sec
[2024-12-12 17:01:06,163][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 89.35 it/sec
[2024-12-12 17:01:06,176][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 84.83 it/sec
[2024-12-12 17:01:06,183][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 93.19 it/sec
[2024-12-12 17:01:06,190][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 99.80 it/sec
[2024-12-12 17:01:06,206][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 91.19 it/sec
[2024-12-12 17:01:06,215][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 93.85 it/sec
[2024-12-12 17:01:06,228][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 90.77 it/sec
[2024-12-12 17:01:06,235][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 94.55 it/sec
[2024-12-12 17:01:06,249][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 91.88 it/sec
[2024-12-12 17:01:06,257][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 94.58 it/sec
[2024-12-12 17:01:06,268][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 93.94 it/sec
[2024-12-12 17:01:06,278][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 94.19 it/sec
[2024-12-12 17:01:06,289][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 93.86 it/sec
[2024-12-12 17:01:06,297][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 96.01 it/sec
[2024-12-12 17:01:06,306][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 96.67 it/sec
[2024-12-12 17:01:06,317][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 96.37 it/sec
[2024-12-12 17:01:06,326][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 97.15 it/sec
[2024-12-12 17:01:06,334][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 98.07 it/sec
[2024-12-12 17:01:06,343][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 98.68 it/sec
[2024-12-12 17:01:06,395][demucs.solver][INFO] - Test Summary | Epoch 500 | Nsdr=1.104 | Nsdr_drums=1.110 | Nsdr_bass=1.140 | Nsdr_other=1.079 | Nsdr_vocals=1.087
[2024-12-12 17:01:07,900][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:01:07,900][demucs.solver][INFO] - Training...
[2024-12-12 17:01:16,194][demucs.solver][INFO] - Train | Epoch 501 | 1/14 | 0.30 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 1.4912
[2024-12-12 17:01:16,875][demucs.solver][INFO] - Train | Epoch 501 | 2/14 | 0.41 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.4242
[2024-12-12 17:01:17,519][demucs.solver][INFO] - Train | Epoch 501 | 3/14 | 0.50 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.1514
[2024-12-12 17:01:18,167][demucs.solver][INFO] - Train | Epoch 501 | 4/14 | 0.58 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.0607
[2024-12-12 17:01:18,817][demucs.solver][INFO] - Train | Epoch 501 | 5/14 | 0.65 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.2261
[2024-12-12 17:01:19,465][demucs.solver][INFO] - Train | Epoch 501 | 6/14 | 0.71 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.1851
[2024-12-12 17:01:20,109][demucs.solver][INFO] - Train | Epoch 501 | 7/14 | 0.76 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.3043
[2024-12-12 17:01:20,751][demucs.solver][INFO] - Train | Epoch 501 | 8/14 | 0.81 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.2688
[2024-12-12 17:01:21,387][demucs.solver][INFO] - Train | Epoch 501 | 9/14 | 0.85 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 1.4014
[2024-12-12 17:01:22,026][demucs.solver][INFO] - Train | Epoch 501 | 10/14 | 0.88 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.2856
[2024-12-12 17:01:22,668][demucs.solver][INFO] - Train | Epoch 501 | 11/14 | 0.92 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 1.3873
[2024-12-12 17:01:23,305][demucs.solver][INFO] - Train | Epoch 501 | 12/14 | 0.95 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 1.3608
[2024-12-12 17:01:23,940][demucs.solver][INFO] - Train | Epoch 501 | 13/14 | 0.98 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 1.6118
[2024-12-12 17:01:24,238][demucs.solver][INFO] - Train Summary | Epoch 501 | Loss=0.2527 | Reco=0.2527 | Grad=1.6118
[2024-12-12 17:01:24,239][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:01:24,239][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:01:26,950][demucs.solver][INFO] - Valid | Epoch 501 | 1/20 | 2.28 it/sec | Loss 0.5762 | Reco 0.5762 | Nsdr 1.229
[2024-12-12 17:01:27,134][demucs.solver][INFO] - Valid | Epoch 501 | 2/20 | 2.83 it/sec | Loss 0.4498 | Reco 0.4498 | Nsdr 1.050
[2024-12-12 17:01:27,338][demucs.solver][INFO] - Valid | Epoch 501 | 3/20 | 3.16 it/sec | Loss 0.4940 | Reco 0.4940 | Nsdr 1.121
[2024-12-12 17:01:27,541][demucs.solver][INFO] - Valid | Epoch 501 | 4/20 | 3.40 it/sec | Loss 0.5118 | Reco 0.5118 | Nsdr 1.152
[2024-12-12 17:01:27,744][demucs.solver][INFO] - Valid | Epoch 501 | 5/20 | 3.59 it/sec | Loss 0.5338 | Reco 0.5338 | Nsdr 1.137
[2024-12-12 17:01:27,927][demucs.solver][INFO] - Valid | Epoch 501 | 6/20 | 3.77 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.152
[2024-12-12 17:01:28,124][demucs.solver][INFO] - Valid | Epoch 501 | 7/20 | 3.90 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.168
[2024-12-12 17:01:28,276][demucs.solver][INFO] - Valid | Epoch 501 | 8/20 | 4.08 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.163
[2024-12-12 17:01:28,458][demucs.solver][INFO] - Valid | Epoch 501 | 9/20 | 4.19 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.177
[2024-12-12 17:01:28,628][demucs.solver][INFO] - Valid | Epoch 501 | 10/20 | 4.31 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.162
[2024-12-12 17:01:28,815][demucs.solver][INFO] - Valid | Epoch 501 | 11/20 | 4.38 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.159
[2024-12-12 17:01:28,997][demucs.solver][INFO] - Valid | Epoch 501 | 12/20 | 4.45 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.140
[2024-12-12 17:01:29,194][demucs.solver][INFO] - Valid | Epoch 501 | 13/20 | 4.49 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.142
[2024-12-12 17:01:29,360][demucs.solver][INFO] - Valid | Epoch 501 | 14/20 | 4.56 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.149
[2024-12-12 17:01:29,542][demucs.solver][INFO] - Valid | Epoch 501 | 15/20 | 4.61 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.155
[2024-12-12 17:01:29,724][demucs.solver][INFO] - Valid | Epoch 501 | 16/20 | 4.66 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.161
[2024-12-12 17:01:29,924][demucs.solver][INFO] - Valid | Epoch 501 | 17/20 | 4.67 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.169
[2024-12-12 17:01:30,120][demucs.solver][INFO] - Valid | Epoch 501 | 18/20 | 4.69 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.143
[2024-12-12 17:01:30,305][demucs.solver][INFO] - Valid | Epoch 501 | 19/20 | 4.73 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.155
[2024-12-12 17:01:30,790][demucs.solver][INFO] - Valid Summary | Epoch 501 | Loss=0.5437 | Reco=0.5437 | Nsdr=1.155 | Best=0.5301 | Bname=main
[2024-12-12 17:01:32,160][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:01:32,161][demucs.solver][INFO] - Training...
[2024-12-12 17:01:42,116][demucs.solver][INFO] - Train | Epoch 502 | 1/14 | 0.24 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.5150
[2024-12-12 17:01:44,840][demucs.solver][INFO] - Train | Epoch 502 | 2/14 | 0.27 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.3515
[2024-12-12 17:01:45,485][demucs.solver][INFO] - Train | Epoch 502 | 3/14 | 0.34 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 1.1691
[2024-12-12 17:01:46,132][demucs.solver][INFO] - Train | Epoch 502 | 4/14 | 0.40 it/sec | Loss 0.2344 | Reco 0.2344 | Grad 1.0233
[2024-12-12 17:01:46,775][demucs.solver][INFO] - Train | Epoch 502 | 5/14 | 0.46 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.0507
[2024-12-12 17:01:47,421][demucs.solver][INFO] - Train | Epoch 502 | 6/14 | 0.51 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 0.9377
[2024-12-12 17:01:48,072][demucs.solver][INFO] - Train | Epoch 502 | 7/14 | 0.56 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 1.0137
[2024-12-12 17:01:48,711][demucs.solver][INFO] - Train | Epoch 502 | 8/14 | 0.60 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 1.1026
[2024-12-12 17:01:49,352][demucs.solver][INFO] - Train | Epoch 502 | 9/14 | 0.64 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 1.0417
[2024-12-12 17:01:49,996][demucs.solver][INFO] - Train | Epoch 502 | 10/14 | 0.68 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 0.9949
[2024-12-12 17:01:50,641][demucs.solver][INFO] - Train | Epoch 502 | 11/14 | 0.71 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 0.9861
[2024-12-12 17:01:51,276][demucs.solver][INFO] - Train | Epoch 502 | 12/14 | 0.74 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 1.1059
[2024-12-12 17:01:51,909][demucs.solver][INFO] - Train | Epoch 502 | 13/14 | 0.77 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 1.2304
[2024-12-12 17:01:52,238][demucs.solver][INFO] - Train Summary | Epoch 502 | Loss=0.2404 | Reco=0.2404 | Grad=1.2304
[2024-12-12 17:01:52,239][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:01:52,239][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:01:54,648][demucs.solver][INFO] - Valid | Epoch 502 | 1/20 | 2.32 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.262
[2024-12-12 17:01:54,979][demucs.solver][INFO] - Valid | Epoch 502 | 2/20 | 2.51 it/sec | Loss 0.4477 | Reco 0.4477 | Nsdr 1.075
[2024-12-12 17:01:55,314][demucs.solver][INFO] - Valid | Epoch 502 | 3/20 | 2.62 it/sec | Loss 0.4917 | Reco 0.4917 | Nsdr 1.147
[2024-12-12 17:01:55,519][demucs.solver][INFO] - Valid | Epoch 502 | 4/20 | 2.88 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.179
[2024-12-12 17:01:55,705][demucs.solver][INFO] - Valid | Epoch 502 | 5/20 | 3.13 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.164
[2024-12-12 17:01:55,905][demucs.solver][INFO] - Valid | Epoch 502 | 6/20 | 3.30 it/sec | Loss 0.5154 | Reco 0.5154 | Nsdr 1.178
[2024-12-12 17:01:56,076][demucs.solver][INFO] - Valid | Epoch 502 | 7/20 | 3.49 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.196
[2024-12-12 17:01:56,246][demucs.solver][INFO] - Valid | Epoch 502 | 8/20 | 3.66 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.188
[2024-12-12 17:01:56,429][demucs.solver][INFO] - Valid | Epoch 502 | 9/20 | 3.78 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.205
[2024-12-12 17:01:56,627][demucs.solver][INFO] - Valid | Epoch 502 | 10/20 | 3.87 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.188
[2024-12-12 17:01:56,828][demucs.solver][INFO] - Valid | Epoch 502 | 11/20 | 3.94 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.185
[2024-12-12 17:01:57,014][demucs.solver][INFO] - Valid | Epoch 502 | 12/20 | 4.03 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.165
[2024-12-12 17:01:57,216][demucs.solver][INFO] - Valid | Epoch 502 | 13/20 | 4.08 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.165
[2024-12-12 17:01:57,388][demucs.solver][INFO] - Valid | Epoch 502 | 14/20 | 4.16 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.172
[2024-12-12 17:01:57,561][demucs.solver][INFO] - Valid | Epoch 502 | 15/20 | 4.24 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.178
[2024-12-12 17:01:57,762][demucs.solver][INFO] - Valid | Epoch 502 | 16/20 | 4.28 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.183
[2024-12-12 17:01:57,916][demucs.solver][INFO] - Valid | Epoch 502 | 17/20 | 4.36 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.192
[2024-12-12 17:01:58,101][demucs.solver][INFO] - Valid | Epoch 502 | 18/20 | 4.40 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.166
[2024-12-12 17:01:58,284][demucs.solver][INFO] - Valid | Epoch 502 | 19/20 | 4.45 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.178
[2024-12-12 17:01:58,644][demucs.solver][INFO] - Valid Summary | Epoch 502 | Loss=0.5416 | Reco=0.5416 | Nsdr=1.178 | Best=0.5301 | Bname=main
[2024-12-12 17:02:00,030][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:02:00,030][demucs.solver][INFO] - Training...
[2024-12-12 17:02:10,198][demucs.solver][INFO] - Train | Epoch 503 | 1/14 | 0.23 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 1.5202
[2024-12-12 17:02:10,851][demucs.solver][INFO] - Train | Epoch 503 | 2/14 | 0.33 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.8010
[2024-12-12 17:02:11,495][demucs.solver][INFO] - Train | Epoch 503 | 3/14 | 0.41 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.4930
[2024-12-12 17:02:12,133][demucs.solver][INFO] - Train | Epoch 503 | 4/14 | 0.48 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 1.2946
[2024-12-12 17:02:12,773][demucs.solver][INFO] - Train | Epoch 503 | 5/14 | 0.54 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.6470
[2024-12-12 17:02:13,412][demucs.solver][INFO] - Train | Epoch 503 | 6/14 | 0.59 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 1.4792
[2024-12-12 17:02:14,045][demucs.solver][INFO] - Train | Epoch 503 | 7/14 | 0.64 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.4338
[2024-12-12 17:02:14,672][demucs.solver][INFO] - Train | Epoch 503 | 8/14 | 0.69 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.3402
[2024-12-12 17:02:15,303][demucs.solver][INFO] - Train | Epoch 503 | 9/14 | 0.73 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.3068
[2024-12-12 17:02:15,937][demucs.solver][INFO] - Train | Epoch 503 | 10/14 | 0.77 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 1.3410
[2024-12-12 17:02:16,573][demucs.solver][INFO] - Train | Epoch 503 | 11/14 | 0.80 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.3680
[2024-12-12 17:02:17,205][demucs.solver][INFO] - Train | Epoch 503 | 12/14 | 0.83 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 1.3792
[2024-12-12 17:02:17,835][demucs.solver][INFO] - Train | Epoch 503 | 13/14 | 0.86 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.4674
[2024-12-12 17:02:18,152][demucs.solver][INFO] - Train Summary | Epoch 503 | Loss=0.2423 | Reco=0.2423 | Grad=1.4674
[2024-12-12 17:02:18,152][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:02:18,152][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:02:20,812][demucs.solver][INFO] - Valid | Epoch 503 | 1/20 | 1.74 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.328
[2024-12-12 17:02:21,610][demucs.solver][INFO] - Valid | Epoch 503 | 2/20 | 1.54 it/sec | Loss 0.4437 | Reco 0.4437 | Nsdr 1.126
[2024-12-12 17:02:22,409][demucs.solver][INFO] - Valid | Epoch 503 | 3/20 | 1.46 it/sec | Loss 0.4870 | Reco 0.4870 | Nsdr 1.196
[2024-12-12 17:02:23,236][demucs.solver][INFO] - Valid | Epoch 503 | 4/20 | 1.40 it/sec | Loss 0.5040 | Reco 0.5040 | Nsdr 1.235
[2024-12-12 17:02:24,059][demucs.solver][INFO] - Valid | Epoch 503 | 5/20 | 1.36 it/sec | Loss 0.5252 | Reco 0.5252 | Nsdr 1.233
[2024-12-12 17:02:24,705][demucs.solver][INFO] - Valid | Epoch 503 | 6/20 | 1.39 it/sec | Loss 0.5095 | Reco 0.5095 | Nsdr 1.247
[2024-12-12 17:02:25,157][demucs.solver][INFO] - Valid | Epoch 503 | 7/20 | 1.46 it/sec | Loss 0.5299 | Reco 0.5299 | Nsdr 1.264
[2024-12-12 17:02:25,458][demucs.solver][INFO] - Valid | Epoch 503 | 8/20 | 1.55 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.263
[2024-12-12 17:02:25,830][demucs.solver][INFO] - Valid | Epoch 503 | 9/20 | 1.62 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.279
[2024-12-12 17:02:26,045][demucs.solver][INFO] - Valid | Epoch 503 | 10/20 | 1.72 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.261
[2024-12-12 17:02:26,230][demucs.solver][INFO] - Valid | Epoch 503 | 11/20 | 1.83 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.257
[2024-12-12 17:02:26,431][demucs.solver][INFO] - Valid | Epoch 503 | 12/20 | 1.92 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.235
[2024-12-12 17:02:26,635][demucs.solver][INFO] - Valid | Epoch 503 | 13/20 | 2.01 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.238
[2024-12-12 17:02:26,839][demucs.solver][INFO] - Valid | Epoch 503 | 14/20 | 2.09 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.245
[2024-12-12 17:02:27,025][demucs.solver][INFO] - Valid | Epoch 503 | 15/20 | 2.17 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.252
[2024-12-12 17:02:27,226][demucs.solver][INFO] - Valid | Epoch 503 | 16/20 | 2.25 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.258
[2024-12-12 17:02:27,396][demucs.solver][INFO] - Valid | Epoch 503 | 17/20 | 2.33 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.263
[2024-12-12 17:02:27,598][demucs.solver][INFO] - Valid | Epoch 503 | 18/20 | 2.39 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.234
[2024-12-12 17:02:27,801][demucs.solver][INFO] - Valid | Epoch 503 | 19/20 | 2.46 it/sec | Loss 0.5359 | Reco 0.5359 | Nsdr 1.246
[2024-12-12 17:02:28,148][demucs.solver][INFO] - Valid Summary | Epoch 503 | Loss=0.5359 | Reco=0.5359 | Nsdr=1.246 | Best=0.5301 | Bname=main
[2024-12-12 17:02:29,635][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:02:29,635][demucs.solver][INFO] - Training...
[2024-12-12 17:02:38,662][demucs.solver][INFO] - Train | Epoch 504 | 1/14 | 0.27 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 0.5930
[2024-12-12 17:02:39,303][demucs.solver][INFO] - Train | Epoch 504 | 2/14 | 0.37 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.1483
[2024-12-12 17:02:40,030][demucs.solver][INFO] - Train | Epoch 504 | 3/14 | 0.45 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.1846
[2024-12-12 17:02:40,682][demucs.solver][INFO] - Train | Epoch 504 | 4/14 | 0.53 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.0030
[2024-12-12 17:02:41,326][demucs.solver][INFO] - Train | Epoch 504 | 5/14 | 0.59 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.2550
[2024-12-12 17:02:41,963][demucs.solver][INFO] - Train | Epoch 504 | 6/14 | 0.65 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 1.1435
[2024-12-12 17:02:42,606][demucs.solver][INFO] - Train | Epoch 504 | 7/14 | 0.70 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.0960
[2024-12-12 17:02:43,236][demucs.solver][INFO] - Train | Epoch 504 | 8/14 | 0.75 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.0583
[2024-12-12 17:02:43,871][demucs.solver][INFO] - Train | Epoch 504 | 9/14 | 0.79 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.0866
[2024-12-12 17:02:44,507][demucs.solver][INFO] - Train | Epoch 504 | 10/14 | 0.82 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.0660
[2024-12-12 17:02:45,144][demucs.solver][INFO] - Train | Epoch 504 | 11/14 | 0.86 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.0548
[2024-12-12 17:02:45,780][demucs.solver][INFO] - Train | Epoch 504 | 12/14 | 0.89 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.0213
[2024-12-12 17:02:46,416][demucs.solver][INFO] - Train | Epoch 504 | 13/14 | 0.92 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 0.9945
[2024-12-12 17:02:46,762][demucs.solver][INFO] - Train Summary | Epoch 504 | Loss=0.2437 | Reco=0.2437 | Grad=0.9945
[2024-12-12 17:02:46,763][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:02:46,763][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:02:49,581][demucs.solver][INFO] - Valid | Epoch 504 | 1/20 | 2.09 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.268
[2024-12-12 17:02:49,844][demucs.solver][INFO] - Valid | Epoch 504 | 2/20 | 2.46 it/sec | Loss 0.4479 | Reco 0.4479 | Nsdr 1.080
[2024-12-12 17:02:50,047][demucs.solver][INFO] - Valid | Epoch 504 | 3/20 | 2.81 it/sec | Loss 0.4919 | Reco 0.4919 | Nsdr 1.153
[2024-12-12 17:02:50,247][demucs.solver][INFO] - Valid | Epoch 504 | 4/20 | 3.08 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.185
[2024-12-12 17:02:50,448][demucs.solver][INFO] - Valid | Epoch 504 | 5/20 | 3.29 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.172
[2024-12-12 17:02:50,636][demucs.solver][INFO] - Valid | Epoch 504 | 6/20 | 3.48 it/sec | Loss 0.5150 | Reco 0.5150 | Nsdr 1.190
[2024-12-12 17:02:50,806][demucs.solver][INFO] - Valid | Epoch 504 | 7/20 | 3.66 it/sec | Loss 0.5359 | Reco 0.5359 | Nsdr 1.206
[2024-12-12 17:02:50,990][demucs.solver][INFO] - Valid | Epoch 504 | 8/20 | 3.80 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.199
[2024-12-12 17:02:51,168][demucs.solver][INFO] - Valid | Epoch 504 | 9/20 | 3.93 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.214
[2024-12-12 17:02:51,324][demucs.solver][INFO] - Valid | Epoch 504 | 10/20 | 4.07 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.199
[2024-12-12 17:02:51,510][demucs.solver][INFO] - Valid | Epoch 504 | 11/20 | 4.16 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.197
[2024-12-12 17:02:51,699][demucs.solver][INFO] - Valid | Epoch 504 | 12/20 | 4.23 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.178
[2024-12-12 17:02:51,866][demucs.solver][INFO] - Valid | Epoch 504 | 13/20 | 4.32 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.179
[2024-12-12 17:02:52,051][demucs.solver][INFO] - Valid | Epoch 504 | 14/20 | 4.37 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.185
[2024-12-12 17:02:52,237][demucs.solver][INFO] - Valid | Epoch 504 | 15/20 | 4.43 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.192
[2024-12-12 17:02:52,407][demucs.solver][INFO] - Valid | Epoch 504 | 16/20 | 4.49 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.198
[2024-12-12 17:02:52,611][demucs.solver][INFO] - Valid | Epoch 504 | 17/20 | 4.51 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.207
[2024-12-12 17:02:52,811][demucs.solver][INFO] - Valid | Epoch 504 | 18/20 | 4.54 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.180
[2024-12-12 17:02:52,997][demucs.solver][INFO] - Valid | Epoch 504 | 19/20 | 4.57 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.192
[2024-12-12 17:02:53,375][demucs.solver][INFO] - Valid Summary | Epoch 504 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.192 | Best=0.5301 | Bname=main
[2024-12-12 17:02:54,898][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:02:54,898][demucs.solver][INFO] - Training...
[2024-12-12 17:02:58,961][demucs.solver][INFO] - Train | Epoch 505 | 1/14 | 0.82 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.7317
[2024-12-12 17:03:04,638][demucs.solver][INFO] - Train | Epoch 505 | 2/14 | 0.37 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 0.6299
[2024-12-12 17:03:05,283][demucs.solver][INFO] - Train | Epoch 505 | 3/14 | 0.46 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.9202
[2024-12-12 17:03:05,926][demucs.solver][INFO] - Train | Epoch 505 | 4/14 | 0.53 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.8042
[2024-12-12 17:03:06,573][demucs.solver][INFO] - Train | Epoch 505 | 5/14 | 0.60 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 0.7226
[2024-12-12 17:03:07,219][demucs.solver][INFO] - Train | Epoch 505 | 6/14 | 0.65 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 0.7101
[2024-12-12 17:03:07,873][demucs.solver][INFO] - Train | Epoch 505 | 7/14 | 0.70 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 0.8634
[2024-12-12 17:03:13,072][demucs.solver][INFO] - Train | Epoch 505 | 8/14 | 0.54 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.9722
[2024-12-12 17:03:13,717][demucs.solver][INFO] - Train | Epoch 505 | 9/14 | 0.58 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.1879
[2024-12-12 17:03:14,359][demucs.solver][INFO] - Train | Epoch 505 | 10/14 | 0.62 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.1155
[2024-12-12 17:03:14,995][demucs.solver][INFO] - Train | Epoch 505 | 11/14 | 0.65 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.2833
[2024-12-12 17:03:15,628][demucs.solver][INFO] - Train | Epoch 505 | 12/14 | 0.68 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 1.3813
[2024-12-12 17:03:16,265][demucs.solver][INFO] - Train | Epoch 505 | 13/14 | 0.71 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.4028
[2024-12-12 17:03:16,599][demucs.solver][INFO] - Train Summary | Epoch 505 | Loss=0.2500 | Reco=0.2500 | Grad=1.4028
[2024-12-12 17:03:16,600][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:03:16,600][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:03:18,799][demucs.solver][INFO] - Valid | Epoch 505 | 1/20 | 2.92 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.249
[2024-12-12 17:03:18,987][demucs.solver][INFO] - Valid | Epoch 505 | 2/20 | 3.44 it/sec | Loss 0.4478 | Reco 0.4478 | Nsdr 1.073
[2024-12-12 17:03:19,188][demucs.solver][INFO] - Valid | Epoch 505 | 3/20 | 3.72 it/sec | Loss 0.4923 | Reco 0.4923 | Nsdr 1.138
[2024-12-12 17:03:19,374][demucs.solver][INFO] - Valid | Epoch 505 | 4/20 | 3.97 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.169
[2024-12-12 17:03:19,557][demucs.solver][INFO] - Valid | Epoch 505 | 5/20 | 4.16 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.148
[2024-12-12 17:03:19,740][demucs.solver][INFO] - Valid | Epoch 505 | 6/20 | 4.30 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.163
[2024-12-12 17:03:19,912][demucs.solver][INFO] - Valid | Epoch 505 | 7/20 | 4.45 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.178
[2024-12-12 17:03:20,109][demucs.solver][INFO] - Valid | Epoch 505 | 8/20 | 4.51 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.168
[2024-12-12 17:03:20,282][demucs.solver][INFO] - Valid | Epoch 505 | 9/20 | 4.61 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.183
[2024-12-12 17:03:20,480][demucs.solver][INFO] - Valid | Epoch 505 | 10/20 | 4.65 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.170
[2024-12-12 17:03:20,648][demucs.solver][INFO] - Valid | Epoch 505 | 11/20 | 4.73 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.168
[2024-12-12 17:03:20,833][demucs.solver][INFO] - Valid | Epoch 505 | 12/20 | 4.78 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.149
[2024-12-12 17:03:21,003][demucs.solver][INFO] - Valid | Epoch 505 | 13/20 | 4.84 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.149
[2024-12-12 17:03:21,199][demucs.solver][INFO] - Valid | Epoch 505 | 14/20 | 4.86 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.156
[2024-12-12 17:03:21,382][demucs.solver][INFO] - Valid | Epoch 505 | 15/20 | 4.89 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.161
[2024-12-12 17:03:21,535][demucs.solver][INFO] - Valid | Epoch 505 | 16/20 | 4.97 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.167
[2024-12-12 17:03:21,717][demucs.solver][INFO] - Valid | Epoch 505 | 17/20 | 5.00 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.176
[2024-12-12 17:03:21,916][demucs.solver][INFO] - Valid | Epoch 505 | 18/20 | 5.00 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.152
[2024-12-12 17:03:22,099][demucs.solver][INFO] - Valid | Epoch 505 | 19/20 | 5.02 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.163
[2024-12-12 17:03:22,503][demucs.solver][INFO] - Valid Summary | Epoch 505 | Loss=0.5430 | Reco=0.5430 | Nsdr=1.163 | Best=0.5301 | Bname=main
[2024-12-12 17:03:23,900][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:03:23,900][demucs.solver][INFO] - Training...
[2024-12-12 17:03:30,999][demucs.solver][INFO] - Train | Epoch 506 | 1/14 | 0.37 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 3.5820
[2024-12-12 17:03:31,670][demucs.solver][INFO] - Train | Epoch 506 | 2/14 | 0.49 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.9516
[2024-12-12 17:03:32,516][demucs.solver][INFO] - Train | Epoch 506 | 3/14 | 0.58 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 2.6212
[2024-12-12 17:03:33,178][demucs.solver][INFO] - Train | Epoch 506 | 4/14 | 0.66 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 2.7489
[2024-12-12 17:03:34,044][demucs.solver][INFO] - Train | Epoch 506 | 5/14 | 0.71 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 2.7965
[2024-12-12 17:03:34,693][demucs.solver][INFO] - Train | Epoch 506 | 6/14 | 0.77 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 2.7462
[2024-12-12 17:03:35,336][demucs.solver][INFO] - Train | Epoch 506 | 7/14 | 0.82 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 2.6217
[2024-12-12 17:03:36,506][demucs.solver][INFO] - Train | Epoch 506 | 8/14 | 0.82 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 2.5166
[2024-12-12 17:03:37,135][demucs.solver][INFO] - Train | Epoch 506 | 9/14 | 0.87 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 2.3355
[2024-12-12 17:03:37,766][demucs.solver][INFO] - Train | Epoch 506 | 10/14 | 0.90 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.1681
[2024-12-12 17:03:38,397][demucs.solver][INFO] - Train | Epoch 506 | 11/14 | 0.94 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.1190
[2024-12-12 17:03:39,026][demucs.solver][INFO] - Train | Epoch 506 | 12/14 | 0.97 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.1040
[2024-12-12 17:03:39,654][demucs.solver][INFO] - Train | Epoch 506 | 13/14 | 0.99 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.1443
[2024-12-12 17:03:39,980][demucs.solver][INFO] - Train Summary | Epoch 506 | Loss=0.2438 | Reco=0.2438 | Grad=2.1443
[2024-12-12 17:03:39,981][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:03:39,981][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:03:42,103][demucs.solver][INFO] - Valid | Epoch 506 | 1/20 | 3.75 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.371
[2024-12-12 17:03:42,277][demucs.solver][INFO] - Valid | Epoch 506 | 2/20 | 4.24 it/sec | Loss 0.4418 | Reco 0.4418 | Nsdr 1.154
[2024-12-12 17:03:42,452][demucs.solver][INFO] - Valid | Epoch 506 | 3/20 | 4.53 it/sec | Loss 0.4850 | Reco 0.4850 | Nsdr 1.238
[2024-12-12 17:03:42,639][demucs.solver][INFO] - Valid | Epoch 506 | 4/20 | 4.67 it/sec | Loss 0.5015 | Reco 0.5015 | Nsdr 1.284
[2024-12-12 17:03:42,828][demucs.solver][INFO] - Valid | Epoch 506 | 5/20 | 4.77 it/sec | Loss 0.5221 | Reco 0.5221 | Nsdr 1.280
[2024-12-12 17:03:43,016][demucs.solver][INFO] - Valid | Epoch 506 | 6/20 | 4.84 it/sec | Loss 0.5064 | Reco 0.5064 | Nsdr 1.295
[2024-12-12 17:03:43,201][demucs.solver][INFO] - Valid | Epoch 506 | 7/20 | 4.91 it/sec | Loss 0.5267 | Reco 0.5267 | Nsdr 1.317
[2024-12-12 17:03:43,404][demucs.solver][INFO] - Valid | Epoch 506 | 8/20 | 4.91 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.319
[2024-12-12 17:03:43,576][demucs.solver][INFO] - Valid | Epoch 506 | 9/20 | 4.98 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.339
[2024-12-12 17:03:43,777][demucs.solver][INFO] - Valid | Epoch 506 | 10/20 | 4.98 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.318
[2024-12-12 17:03:43,947][demucs.solver][INFO] - Valid | Epoch 506 | 11/20 | 5.05 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.314
[2024-12-12 17:03:44,139][demucs.solver][INFO] - Valid | Epoch 506 | 12/20 | 5.06 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.290
[2024-12-12 17:03:44,295][demucs.solver][INFO] - Valid | Epoch 506 | 13/20 | 5.14 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.290
[2024-12-12 17:03:44,482][demucs.solver][INFO] - Valid | Epoch 506 | 14/20 | 5.15 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.298
[2024-12-12 17:03:44,666][demucs.solver][INFO] - Valid | Epoch 506 | 15/20 | 5.17 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.306
[2024-12-12 17:03:44,866][demucs.solver][INFO] - Valid | Epoch 506 | 16/20 | 5.16 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.311
[2024-12-12 17:03:45,069][demucs.solver][INFO] - Valid | Epoch 506 | 17/20 | 5.14 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.317
[2024-12-12 17:03:45,271][demucs.solver][INFO] - Valid | Epoch 506 | 18/20 | 5.13 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.285
[2024-12-12 17:03:45,456][demucs.solver][INFO] - Valid | Epoch 506 | 19/20 | 5.15 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.300
[2024-12-12 17:03:45,843][demucs.solver][INFO] - Valid Summary | Epoch 506 | Loss=0.5323 | Reco=0.5323 | Nsdr=1.300 | Best=0.5301 | Bname=main
[2024-12-12 17:03:47,172][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:03:47,173][demucs.solver][INFO] - Training...
[2024-12-12 17:03:57,227][demucs.solver][INFO] - Train | Epoch 507 | 1/14 | 0.24 it/sec | Loss 0.2252 | Reco 0.2252 | Grad 2.5228
[2024-12-12 17:03:57,886][demucs.solver][INFO] - Train | Epoch 507 | 2/14 | 0.33 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 2.1687
[2024-12-12 17:03:58,538][demucs.solver][INFO] - Train | Epoch 507 | 3/14 | 0.41 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 2.0400
[2024-12-12 17:03:59,180][demucs.solver][INFO] - Train | Epoch 507 | 4/14 | 0.48 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 2.1169
[2024-12-12 17:03:59,833][demucs.solver][INFO] - Train | Epoch 507 | 5/14 | 0.54 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 1.8236
[2024-12-12 17:04:00,483][demucs.solver][INFO] - Train | Epoch 507 | 6/14 | 0.60 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 1.6496
[2024-12-12 17:04:01,123][demucs.solver][INFO] - Train | Epoch 507 | 7/14 | 0.65 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 1.9098
[2024-12-12 17:04:01,766][demucs.solver][INFO] - Train | Epoch 507 | 8/14 | 0.69 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.1690
[2024-12-12 17:04:02,413][demucs.solver][INFO] - Train | Epoch 507 | 9/14 | 0.73 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.1890
[2024-12-12 17:04:03,195][demucs.solver][INFO] - Train | Epoch 507 | 10/14 | 0.76 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 2.1857
[2024-12-12 17:04:03,833][demucs.solver][INFO] - Train | Epoch 507 | 11/14 | 0.80 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 2.1640
[2024-12-12 17:04:04,469][demucs.solver][INFO] - Train | Epoch 507 | 12/14 | 0.83 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.2664
[2024-12-12 17:04:05,101][demucs.solver][INFO] - Train | Epoch 507 | 13/14 | 0.86 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 2.2930
[2024-12-12 17:04:05,485][demucs.solver][INFO] - Train Summary | Epoch 507 | Loss=0.2393 | Reco=0.2393 | Grad=2.2930
[2024-12-12 17:04:05,485][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:04:05,485][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:04:08,027][demucs.solver][INFO] - Valid | Epoch 507 | 1/20 | 1.99 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.284
[2024-12-12 17:04:08,220][demucs.solver][INFO] - Valid | Epoch 507 | 2/20 | 2.51 it/sec | Loss 0.4469 | Reco 0.4469 | Nsdr 1.088
[2024-12-12 17:04:08,390][demucs.solver][INFO] - Valid | Epoch 507 | 3/20 | 2.93 it/sec | Loss 0.4907 | Reco 0.4907 | Nsdr 1.163
[2024-12-12 17:04:08,577][demucs.solver][INFO] - Valid | Epoch 507 | 4/20 | 3.22 it/sec | Loss 0.5077 | Reco 0.5077 | Nsdr 1.205
[2024-12-12 17:04:08,750][demucs.solver][INFO] - Valid | Epoch 507 | 5/20 | 3.47 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 1.196
[2024-12-12 17:04:08,937][demucs.solver][INFO] - Valid | Epoch 507 | 6/20 | 3.66 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.213
[2024-12-12 17:04:09,122][demucs.solver][INFO] - Valid | Epoch 507 | 7/20 | 3.81 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.232
[2024-12-12 17:04:09,312][demucs.solver][INFO] - Valid | Epoch 507 | 8/20 | 3.93 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.230
[2024-12-12 17:04:09,469][demucs.solver][INFO] - Valid | Epoch 507 | 9/20 | 4.09 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.251
[2024-12-12 17:04:09,653][demucs.solver][INFO] - Valid | Epoch 507 | 10/20 | 4.18 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.234
[2024-12-12 17:04:09,839][demucs.solver][INFO] - Valid | Epoch 507 | 11/20 | 4.26 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.231
[2024-12-12 17:04:10,025][demucs.solver][INFO] - Valid | Epoch 507 | 12/20 | 4.33 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.209
[2024-12-12 17:04:10,196][demucs.solver][INFO] - Valid | Epoch 507 | 13/20 | 4.41 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.211
[2024-12-12 17:04:10,384][demucs.solver][INFO] - Valid | Epoch 507 | 14/20 | 4.46 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.219
[2024-12-12 17:04:10,557][demucs.solver][INFO] - Valid | Epoch 507 | 15/20 | 4.53 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.227
[2024-12-12 17:04:10,711][demucs.solver][INFO] - Valid | Epoch 507 | 16/20 | 4.61 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.233
[2024-12-12 17:04:10,896][demucs.solver][INFO] - Valid | Epoch 507 | 17/20 | 4.65 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.238
[2024-12-12 17:04:11,095][demucs.solver][INFO] - Valid | Epoch 507 | 18/20 | 4.67 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.209
[2024-12-12 17:04:11,251][demucs.solver][INFO] - Valid | Epoch 507 | 19/20 | 4.73 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.223
[2024-12-12 17:04:11,612][demucs.solver][INFO] - Valid Summary | Epoch 507 | Loss=0.5388 | Reco=0.5388 | Nsdr=1.223 | Best=0.5301 | Bname=main
[2024-12-12 17:04:13,136][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:04:13,137][demucs.solver][INFO] - Training...
[2024-12-12 17:04:24,161][demucs.solver][INFO] - Train | Epoch 508 | 1/14 | 0.21 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.1780
[2024-12-12 17:04:24,803][demucs.solver][INFO] - Train | Epoch 508 | 2/14 | 0.30 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.5954
[2024-12-12 17:04:25,446][demucs.solver][INFO] - Train | Epoch 508 | 3/14 | 0.37 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 1.3456
[2024-12-12 17:04:26,085][demucs.solver][INFO] - Train | Epoch 508 | 4/14 | 0.44 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 1.2736
[2024-12-12 17:04:26,716][demucs.solver][INFO] - Train | Epoch 508 | 5/14 | 0.50 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.6205
[2024-12-12 17:04:27,347][demucs.solver][INFO] - Train | Epoch 508 | 6/14 | 0.55 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 1.6795
[2024-12-12 17:04:27,976][demucs.solver][INFO] - Train | Epoch 508 | 7/14 | 0.60 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.6205
[2024-12-12 17:04:28,609][demucs.solver][INFO] - Train | Epoch 508 | 8/14 | 0.65 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.7051
[2024-12-12 17:04:29,241][demucs.solver][INFO] - Train | Epoch 508 | 9/14 | 0.69 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.5638
[2024-12-12 17:04:29,875][demucs.solver][INFO] - Train | Epoch 508 | 10/14 | 0.72 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 1.6171
[2024-12-12 17:04:30,512][demucs.solver][INFO] - Train | Epoch 508 | 11/14 | 0.76 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.5127
[2024-12-12 17:04:31,148][demucs.solver][INFO] - Train | Epoch 508 | 12/14 | 0.79 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.6118
[2024-12-12 17:04:31,783][demucs.solver][INFO] - Train | Epoch 508 | 13/14 | 0.82 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.5814
[2024-12-12 17:04:32,096][demucs.solver][INFO] - Train Summary | Epoch 508 | Loss=0.2459 | Reco=0.2459 | Grad=1.5814
[2024-12-12 17:04:32,096][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:04:32,096][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:04:34,702][demucs.solver][INFO] - Valid | Epoch 508 | 1/20 | 2.99 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.242
[2024-12-12 17:04:34,905][demucs.solver][INFO] - Valid | Epoch 508 | 2/20 | 3.44 it/sec | Loss 0.4492 | Reco 0.4492 | Nsdr 1.054
[2024-12-12 17:04:35,107][demucs.solver][INFO] - Valid | Epoch 508 | 3/20 | 3.72 it/sec | Loss 0.4930 | Reco 0.4930 | Nsdr 1.129
[2024-12-12 17:04:35,334][demucs.solver][INFO] - Valid | Epoch 508 | 4/20 | 3.84 it/sec | Loss 0.5104 | Reco 0.5104 | Nsdr 1.166
[2024-12-12 17:04:35,523][demucs.solver][INFO] - Valid | Epoch 508 | 5/20 | 4.03 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.153
[2024-12-12 17:04:35,728][demucs.solver][INFO] - Valid | Epoch 508 | 6/20 | 4.13 it/sec | Loss 0.5162 | Reco 0.5162 | Nsdr 1.170
[2024-12-12 17:04:35,916][demucs.solver][INFO] - Valid | Epoch 508 | 7/20 | 4.25 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.189
[2024-12-12 17:04:36,088][demucs.solver][INFO] - Valid | Epoch 508 | 8/20 | 4.38 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.183
[2024-12-12 17:04:36,274][demucs.solver][INFO] - Valid | Epoch 508 | 9/20 | 4.46 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.200
[2024-12-12 17:04:36,446][demucs.solver][INFO] - Valid | Epoch 508 | 10/20 | 4.56 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.182
[2024-12-12 17:04:36,663][demucs.solver][INFO] - Valid | Epoch 508 | 11/20 | 4.56 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.181
[2024-12-12 17:04:36,833][demucs.solver][INFO] - Valid | Epoch 508 | 12/20 | 4.64 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.161
[2024-12-12 17:04:37,035][demucs.solver][INFO] - Valid | Epoch 508 | 13/20 | 4.66 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.163
[2024-12-12 17:04:37,242][demucs.solver][INFO] - Valid | Epoch 508 | 14/20 | 4.68 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.171
[2024-12-12 17:04:37,427][demucs.solver][INFO] - Valid | Epoch 508 | 15/20 | 4.71 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.178
[2024-12-12 17:04:37,613][demucs.solver][INFO] - Valid | Epoch 508 | 16/20 | 4.75 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.184
[2024-12-12 17:04:37,822][demucs.solver][INFO] - Valid | Epoch 508 | 17/20 | 4.75 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.190
[2024-12-12 17:04:37,977][demucs.solver][INFO] - Valid | Epoch 508 | 18/20 | 4.82 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.162
[2024-12-12 17:04:38,149][demucs.solver][INFO] - Valid | Epoch 508 | 19/20 | 4.86 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.175
[2024-12-12 17:04:38,509][demucs.solver][INFO] - Valid Summary | Epoch 508 | Loss=0.5422 | Reco=0.5422 | Nsdr=1.175 | Best=0.5301 | Bname=main
[2024-12-12 17:04:39,960][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:04:39,960][demucs.solver][INFO] - Training...
[2024-12-12 17:04:48,685][demucs.solver][INFO] - Train | Epoch 509 | 1/14 | 0.28 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 1.1385
[2024-12-12 17:04:49,333][demucs.solver][INFO] - Train | Epoch 509 | 2/14 | 0.39 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.1383
[2024-12-12 17:04:51,326][demucs.solver][INFO] - Train | Epoch 509 | 3/14 | 0.41 it/sec | Loss 0.2286 | Reco 0.2286 | Grad 1.2406
[2024-12-12 17:04:51,964][demucs.solver][INFO] - Train | Epoch 509 | 4/14 | 0.48 it/sec | Loss 0.2278 | Reco 0.2278 | Grad 1.1386
[2024-12-12 17:04:52,604][demucs.solver][INFO] - Train | Epoch 509 | 5/14 | 0.55 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.0881
[2024-12-12 17:04:53,244][demucs.solver][INFO] - Train | Epoch 509 | 6/14 | 0.60 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 1.0207
[2024-12-12 17:04:53,874][demucs.solver][INFO] - Train | Epoch 509 | 7/14 | 0.65 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 1.1454
[2024-12-12 17:04:54,504][demucs.solver][INFO] - Train | Epoch 509 | 8/14 | 0.70 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.0412
[2024-12-12 17:04:55,132][demucs.solver][INFO] - Train | Epoch 509 | 9/14 | 0.74 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 0.9722
[2024-12-12 17:04:55,765][demucs.solver][INFO] - Train | Epoch 509 | 10/14 | 0.78 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.2430
[2024-12-12 17:04:56,398][demucs.solver][INFO] - Train | Epoch 509 | 11/14 | 0.81 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.2354
[2024-12-12 17:04:57,029][demucs.solver][INFO] - Train | Epoch 509 | 12/14 | 0.84 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.3068
[2024-12-12 17:04:57,662][demucs.solver][INFO] - Train | Epoch 509 | 13/14 | 0.87 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.3946
[2024-12-12 17:04:57,992][demucs.solver][INFO] - Train Summary | Epoch 509 | Loss=0.2454 | Reco=0.2454 | Grad=1.3946
[2024-12-12 17:04:57,992][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:04:57,992][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:05:00,436][demucs.solver][INFO] - Valid | Epoch 509 | 1/20 | 2.37 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.292
[2024-12-12 17:05:00,776][demucs.solver][INFO] - Valid | Epoch 509 | 2/20 | 2.53 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.099
[2024-12-12 17:05:01,119][demucs.solver][INFO] - Valid | Epoch 509 | 3/20 | 2.62 it/sec | Loss 0.4902 | Reco 0.4902 | Nsdr 1.181
[2024-12-12 17:05:01,322][demucs.solver][INFO] - Valid | Epoch 509 | 4/20 | 2.89 it/sec | Loss 0.5078 | Reco 0.5078 | Nsdr 1.212
[2024-12-12 17:05:01,523][demucs.solver][INFO] - Valid | Epoch 509 | 5/20 | 3.11 it/sec | Loss 0.5297 | Reco 0.5297 | Nsdr 1.193
[2024-12-12 17:05:01,723][demucs.solver][INFO] - Valid | Epoch 509 | 6/20 | 3.28 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.207
[2024-12-12 17:05:01,891][demucs.solver][INFO] - Valid | Epoch 509 | 7/20 | 3.48 it/sec | Loss 0.5346 | Reco 0.5346 | Nsdr 1.225
[2024-12-12 17:05:02,083][demucs.solver][INFO] - Valid | Epoch 509 | 8/20 | 3.61 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.218
[2024-12-12 17:05:02,278][demucs.solver][INFO] - Valid | Epoch 509 | 9/20 | 3.72 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.234
[2024-12-12 17:05:02,452][demucs.solver][INFO] - Valid | Epoch 509 | 10/20 | 3.85 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.219
[2024-12-12 17:05:02,640][demucs.solver][INFO] - Valid | Epoch 509 | 11/20 | 3.94 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.216
[2024-12-12 17:05:02,827][demucs.solver][INFO] - Valid | Epoch 509 | 12/20 | 4.02 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.194
[2024-12-12 17:05:03,030][demucs.solver][INFO] - Valid | Epoch 509 | 13/20 | 4.07 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.193
[2024-12-12 17:05:03,185][demucs.solver][INFO] - Valid | Epoch 509 | 14/20 | 4.17 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.199
[2024-12-12 17:05:03,369][demucs.solver][INFO] - Valid | Epoch 509 | 15/20 | 4.24 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.206
[2024-12-12 17:05:03,556][demucs.solver][INFO] - Valid | Epoch 509 | 16/20 | 4.29 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.211
[2024-12-12 17:05:03,743][demucs.solver][INFO] - Valid | Epoch 509 | 17/20 | 4.34 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.223
[2024-12-12 17:05:03,930][demucs.solver][INFO] - Valid | Epoch 509 | 18/20 | 4.38 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.196
[2024-12-12 17:05:04,118][demucs.solver][INFO] - Valid | Epoch 509 | 19/20 | 4.42 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.210
[2024-12-12 17:05:04,681][demucs.solver][INFO] - Valid Summary | Epoch 509 | Loss=0.5397 | Reco=0.5397 | Nsdr=1.210 | Best=0.5301 | Bname=main
[2024-12-12 17:05:06,313][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:05:06,314][demucs.solver][INFO] - Training...
[2024-12-12 17:05:14,264][demucs.solver][INFO] - Train | Epoch 510 | 1/14 | 0.32 it/sec | Loss 0.2794 | Reco 0.2794 | Grad 2.7941
[2024-12-12 17:05:14,947][demucs.solver][INFO] - Train | Epoch 510 | 2/14 | 0.43 it/sec | Loss 0.2723 | Reco 0.2723 | Grad 2.3110
[2024-12-12 17:05:15,650][demucs.solver][INFO] - Train | Epoch 510 | 3/14 | 0.52 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 1.9056
[2024-12-12 17:05:16,301][demucs.solver][INFO] - Train | Epoch 510 | 4/14 | 0.60 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 2.2489
[2024-12-12 17:05:16,979][demucs.solver][INFO] - Train | Epoch 510 | 5/14 | 0.67 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 2.1363
[2024-12-12 17:05:17,626][demucs.solver][INFO] - Train | Epoch 510 | 6/14 | 0.72 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 2.1558
[2024-12-12 17:05:18,278][demucs.solver][INFO] - Train | Epoch 510 | 7/14 | 0.78 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 2.1277
[2024-12-12 17:05:19,453][demucs.solver][INFO] - Train | Epoch 510 | 8/14 | 0.78 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 2.1661
[2024-12-12 17:05:20,374][demucs.solver][INFO] - Train | Epoch 510 | 9/14 | 0.81 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 2.0779
[2024-12-12 17:05:21,019][demucs.solver][INFO] - Train | Epoch 510 | 10/14 | 0.84 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 2.0906
[2024-12-12 17:05:21,688][demucs.solver][INFO] - Train | Epoch 510 | 11/14 | 0.87 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.9485
[2024-12-12 17:05:22,327][demucs.solver][INFO] - Train | Epoch 510 | 12/14 | 0.91 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 2.0887
[2024-12-12 17:05:22,986][demucs.solver][INFO] - Train | Epoch 510 | 13/14 | 0.93 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 2.0796
[2024-12-12 17:05:23,348][demucs.solver][INFO] - Train Summary | Epoch 510 | Loss=0.2514 | Reco=0.2514 | Grad=2.0796
[2024-12-12 17:05:23,349][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:05:23,349][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:05:25,462][demucs.solver][INFO] - Valid | Epoch 510 | 1/20 | 3.56 it/sec | Loss 0.5834 | Reco 0.5834 | Nsdr 1.113
[2024-12-12 17:05:25,651][demucs.solver][INFO] - Valid | Epoch 510 | 2/20 | 4.00 it/sec | Loss 0.4547 | Reco 0.4547 | Nsdr 0.969
[2024-12-12 17:05:25,842][demucs.solver][INFO] - Valid | Epoch 510 | 3/20 | 4.25 it/sec | Loss 0.5004 | Reco 0.5004 | Nsdr 1.006
[2024-12-12 17:05:26,048][demucs.solver][INFO] - Valid | Epoch 510 | 4/20 | 4.36 it/sec | Loss 0.5194 | Reco 0.5194 | Nsdr 1.022
[2024-12-12 17:05:26,202][demucs.solver][INFO] - Valid | Epoch 510 | 5/20 | 4.61 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 0.999
[2024-12-12 17:05:26,393][demucs.solver][INFO] - Valid | Epoch 510 | 6/20 | 4.69 it/sec | Loss 0.5262 | Reco 0.5262 | Nsdr 1.021
[2024-12-12 17:05:26,599][demucs.solver][INFO] - Valid | Epoch 510 | 7/20 | 4.71 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.025
[2024-12-12 17:05:26,772][demucs.solver][INFO] - Valid | Epoch 510 | 8/20 | 4.81 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.012
[2024-12-12 17:05:26,964][demucs.solver][INFO] - Valid | Epoch 510 | 9/20 | 4.85 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.021
[2024-12-12 17:05:27,135][demucs.solver][INFO] - Valid | Epoch 510 | 10/20 | 4.92 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.014
[2024-12-12 17:05:27,324][demucs.solver][INFO] - Valid | Epoch 510 | 11/20 | 4.95 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.017
[2024-12-12 17:05:27,513][demucs.solver][INFO] - Valid | Epoch 510 | 12/20 | 4.98 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.004
[2024-12-12 17:05:27,703][demucs.solver][INFO] - Valid | Epoch 510 | 13/20 | 5.00 it/sec | Loss 0.5803 | Reco 0.5803 | Nsdr 1.008
[2024-12-12 17:05:27,876][demucs.solver][INFO] - Valid | Epoch 510 | 14/20 | 5.04 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.015
[2024-12-12 17:05:28,062][demucs.solver][INFO] - Valid | Epoch 510 | 15/20 | 5.06 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.020
[2024-12-12 17:05:28,263][demucs.solver][INFO] - Valid | Epoch 510 | 16/20 | 5.06 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.028
[2024-12-12 17:05:28,450][demucs.solver][INFO] - Valid | Epoch 510 | 17/20 | 5.07 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.034
[2024-12-12 17:05:28,639][demucs.solver][INFO] - Valid | Epoch 510 | 18/20 | 5.08 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.014
[2024-12-12 17:05:28,818][demucs.solver][INFO] - Valid | Epoch 510 | 19/20 | 5.11 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.021
[2024-12-12 17:05:29,221][demucs.solver][INFO] - Valid Summary | Epoch 510 | Loss=0.5535 | Reco=0.5535 | Nsdr=1.021 | Best=0.5301 | Bname=main
[2024-12-12 17:05:30,646][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:05:30,646][demucs.solver][INFO] - Training...
[2024-12-12 17:05:40,247][demucs.solver][INFO] - Train | Epoch 511 | 1/14 | 0.25 it/sec | Loss 0.2206 | Reco 0.2206 | Grad 2.0114
[2024-12-12 17:05:40,897][demucs.solver][INFO] - Train | Epoch 511 | 2/14 | 0.35 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 3.0496
[2024-12-12 17:05:41,537][demucs.solver][INFO] - Train | Epoch 511 | 3/14 | 0.43 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 2.4001
[2024-12-12 17:05:42,175][demucs.solver][INFO] - Train | Epoch 511 | 4/14 | 0.50 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 2.6663
[2024-12-12 17:05:42,819][demucs.solver][INFO] - Train | Epoch 511 | 5/14 | 0.57 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 2.6603
[2024-12-12 17:05:43,466][demucs.solver][INFO] - Train | Epoch 511 | 6/14 | 0.62 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.4502
[2024-12-12 17:05:44,112][demucs.solver][INFO] - Train | Epoch 511 | 7/14 | 0.67 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 2.2169
[2024-12-12 17:05:44,762][demucs.solver][INFO] - Train | Epoch 511 | 8/14 | 0.72 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 2.0861
[2024-12-12 17:05:45,407][demucs.solver][INFO] - Train | Epoch 511 | 9/14 | 0.76 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 2.0210
[2024-12-12 17:05:46,049][demucs.solver][INFO] - Train | Epoch 511 | 10/14 | 0.80 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.8519
[2024-12-12 17:05:46,684][demucs.solver][INFO] - Train | Epoch 511 | 11/14 | 0.83 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.7338
[2024-12-12 17:05:47,321][demucs.solver][INFO] - Train | Epoch 511 | 12/14 | 0.86 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 1.7270
[2024-12-12 17:05:47,956][demucs.solver][INFO] - Train | Epoch 511 | 13/14 | 0.89 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.6629
[2024-12-12 17:05:48,293][demucs.solver][INFO] - Train Summary | Epoch 511 | Loss=0.2434 | Reco=0.2434 | Grad=1.6629
[2024-12-12 17:05:48,294][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:05:48,294][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:05:50,404][demucs.solver][INFO] - Valid | Epoch 511 | 1/20 | 3.67 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.350
[2024-12-12 17:05:50,600][demucs.solver][INFO] - Valid | Epoch 511 | 2/20 | 4.05 it/sec | Loss 0.4422 | Reco 0.4422 | Nsdr 1.134
[2024-12-12 17:05:50,776][demucs.solver][INFO] - Valid | Epoch 511 | 3/20 | 4.36 it/sec | Loss 0.4854 | Reco 0.4854 | Nsdr 1.218
[2024-12-12 17:05:50,985][demucs.solver][INFO] - Valid | Epoch 511 | 4/20 | 4.44 it/sec | Loss 0.5020 | Reco 0.5020 | Nsdr 1.265
[2024-12-12 17:05:51,173][demucs.solver][INFO] - Valid | Epoch 511 | 5/20 | 4.57 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.265
[2024-12-12 17:05:51,379][demucs.solver][INFO] - Valid | Epoch 511 | 6/20 | 4.61 it/sec | Loss 0.5069 | Reco 0.5069 | Nsdr 1.280
[2024-12-12 17:05:51,548][demucs.solver][INFO] - Valid | Epoch 511 | 7/20 | 4.74 it/sec | Loss 0.5271 | Reco 0.5271 | Nsdr 1.301
[2024-12-12 17:05:51,735][demucs.solver][INFO] - Valid | Epoch 511 | 8/20 | 4.80 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.302
[2024-12-12 17:05:51,945][demucs.solver][INFO] - Valid | Epoch 511 | 9/20 | 4.79 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.321
[2024-12-12 17:05:52,119][demucs.solver][INFO] - Valid | Epoch 511 | 10/20 | 4.87 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.300
[2024-12-12 17:05:52,322][demucs.solver][INFO] - Valid | Epoch 511 | 11/20 | 4.87 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.296
[2024-12-12 17:05:52,510][demucs.solver][INFO] - Valid | Epoch 511 | 12/20 | 4.90 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.273
[2024-12-12 17:05:52,716][demucs.solver][INFO] - Valid | Epoch 511 | 13/20 | 4.90 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.273
[2024-12-12 17:05:52,889][demucs.solver][INFO] - Valid | Epoch 511 | 14/20 | 4.95 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.281
[2024-12-12 17:05:53,061][demucs.solver][INFO] - Valid | Epoch 511 | 15/20 | 5.00 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.289
[2024-12-12 17:05:53,250][demucs.solver][INFO] - Valid | Epoch 511 | 16/20 | 5.01 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.294
[2024-12-12 17:05:53,459][demucs.solver][INFO] - Valid | Epoch 511 | 17/20 | 5.00 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.300
[2024-12-12 17:05:53,664][demucs.solver][INFO] - Valid | Epoch 511 | 18/20 | 4.99 it/sec | Loss 0.5345 | Reco 0.5345 | Nsdr 1.269
[2024-12-12 17:05:53,867][demucs.solver][INFO] - Valid | Epoch 511 | 19/20 | 4.99 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.282
[2024-12-12 17:05:54,759][demucs.solver][INFO] - Valid Summary | Epoch 511 | Loss=0.5330 | Reco=0.5330 | Nsdr=1.282 | Best=0.5301 | Bname=main
[2024-12-12 17:05:56,316][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:05:56,317][demucs.solver][INFO] - Training...
[2024-12-12 17:06:04,418][demucs.solver][INFO] - Train | Epoch 512 | 1/14 | 0.31 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.9108
[2024-12-12 17:06:05,081][demucs.solver][INFO] - Train | Epoch 512 | 2/14 | 0.42 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 2.3262
[2024-12-12 17:06:05,749][demucs.solver][INFO] - Train | Epoch 512 | 3/14 | 0.51 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 2.1291
[2024-12-12 17:06:06,399][demucs.solver][INFO] - Train | Epoch 512 | 4/14 | 0.59 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 1.9868
[2024-12-12 17:06:07,190][demucs.solver][INFO] - Train | Epoch 512 | 5/14 | 0.65 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 1.9792
[2024-12-12 17:06:07,878][demucs.solver][INFO] - Train | Epoch 512 | 6/14 | 0.70 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.0144
[2024-12-12 17:06:08,530][demucs.solver][INFO] - Train | Epoch 512 | 7/14 | 0.75 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.7947
[2024-12-12 17:06:09,247][demucs.solver][INFO] - Train | Epoch 512 | 8/14 | 0.79 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.6593
[2024-12-12 17:06:09,953][demucs.solver][INFO] - Train | Epoch 512 | 9/14 | 0.83 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.5629
[2024-12-12 17:06:10,601][demucs.solver][INFO] - Train | Epoch 512 | 10/14 | 0.87 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.6010
[2024-12-12 17:06:13,679][demucs.solver][INFO] - Train | Epoch 512 | 11/14 | 0.76 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.5235
[2024-12-12 17:06:14,321][demucs.solver][INFO] - Train | Epoch 512 | 12/14 | 0.79 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 1.6002
[2024-12-12 17:06:14,958][demucs.solver][INFO] - Train | Epoch 512 | 13/14 | 0.82 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.6399
[2024-12-12 17:06:15,258][demucs.solver][INFO] - Train Summary | Epoch 512 | Loss=0.2410 | Reco=0.2410 | Grad=1.6399
[2024-12-12 17:06:15,259][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:06:15,259][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:06:17,845][demucs.solver][INFO] - Valid | Epoch 512 | 1/20 | 2.13 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.244
[2024-12-12 17:06:18,145][demucs.solver][INFO] - Valid | Epoch 512 | 2/20 | 2.43 it/sec | Loss 0.4482 | Reco 0.4482 | Nsdr 1.061
[2024-12-12 17:06:18,519][demucs.solver][INFO] - Valid | Epoch 512 | 3/20 | 2.48 it/sec | Loss 0.4923 | Reco 0.4923 | Nsdr 1.123
[2024-12-12 17:06:18,813][demucs.solver][INFO] - Valid | Epoch 512 | 4/20 | 2.62 it/sec | Loss 0.5100 | Reco 0.5100 | Nsdr 1.157
[2024-12-12 17:06:19,080][demucs.solver][INFO] - Valid | Epoch 512 | 5/20 | 2.76 it/sec | Loss 0.5320 | Reco 0.5320 | Nsdr 1.149
[2024-12-12 17:06:19,482][demucs.solver][INFO] - Valid | Epoch 512 | 6/20 | 2.72 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.165
[2024-12-12 17:06:19,794][demucs.solver][INFO] - Valid | Epoch 512 | 7/20 | 2.77 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.178
[2024-12-12 17:06:20,019][demucs.solver][INFO] - Valid | Epoch 512 | 8/20 | 2.89 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.171
[2024-12-12 17:06:20,282][demucs.solver][INFO] - Valid | Epoch 512 | 9/20 | 2.96 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.186
[2024-12-12 17:06:20,506][demucs.solver][INFO] - Valid | Epoch 512 | 10/20 | 3.06 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.170
[2024-12-12 17:06:20,725][demucs.solver][INFO] - Valid | Epoch 512 | 11/20 | 3.14 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.170
[2024-12-12 17:06:20,915][demucs.solver][INFO] - Valid | Epoch 512 | 12/20 | 3.24 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.151
[2024-12-12 17:06:21,117][demucs.solver][INFO] - Valid | Epoch 512 | 13/20 | 3.33 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.155
[2024-12-12 17:06:21,304][demucs.solver][INFO] - Valid | Epoch 512 | 14/20 | 3.41 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.161
[2024-12-12 17:06:21,493][demucs.solver][INFO] - Valid | Epoch 512 | 15/20 | 3.49 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.168
[2024-12-12 17:06:21,695][demucs.solver][INFO] - Valid | Epoch 512 | 16/20 | 3.55 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.174
[2024-12-12 17:06:21,880][demucs.solver][INFO] - Valid | Epoch 512 | 17/20 | 3.62 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.181
[2024-12-12 17:06:22,065][demucs.solver][INFO] - Valid | Epoch 512 | 18/20 | 3.68 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.155
[2024-12-12 17:06:22,234][demucs.solver][INFO] - Valid | Epoch 512 | 19/20 | 3.75 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.165
[2024-12-12 17:06:22,620][demucs.solver][INFO] - Valid Summary | Epoch 512 | Loss=0.5425 | Reco=0.5425 | Nsdr=1.165 | Best=0.5301 | Bname=main
[2024-12-12 17:06:24,297][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:06:24,298][demucs.solver][INFO] - Training...
[2024-12-12 17:06:36,001][demucs.solver][INFO] - Train | Epoch 513 | 1/14 | 0.20 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 2.3999
[2024-12-12 17:06:36,646][demucs.solver][INFO] - Train | Epoch 513 | 2/14 | 0.29 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 1.9877
[2024-12-12 17:06:37,290][demucs.solver][INFO] - Train | Epoch 513 | 3/14 | 0.36 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 2.1370
[2024-12-12 17:06:37,937][demucs.solver][INFO] - Train | Epoch 513 | 4/14 | 0.43 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.3804
[2024-12-12 17:06:38,578][demucs.solver][INFO] - Train | Epoch 513 | 5/14 | 0.49 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.2445
[2024-12-12 17:06:39,224][demucs.solver][INFO] - Train | Epoch 513 | 6/14 | 0.54 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 2.0199
[2024-12-12 17:06:39,857][demucs.solver][INFO] - Train | Epoch 513 | 7/14 | 0.59 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.0729
[2024-12-12 17:06:40,491][demucs.solver][INFO] - Train | Epoch 513 | 8/14 | 0.63 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.9060
[2024-12-12 17:06:41,130][demucs.solver][INFO] - Train | Epoch 513 | 9/14 | 0.67 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.0883
[2024-12-12 17:06:41,767][demucs.solver][INFO] - Train | Epoch 513 | 10/14 | 0.71 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 2.0320
[2024-12-12 17:06:42,403][demucs.solver][INFO] - Train | Epoch 513 | 11/14 | 0.74 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.9528
[2024-12-12 17:06:43,034][demucs.solver][INFO] - Train | Epoch 513 | 12/14 | 0.77 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.9838
[2024-12-12 17:06:43,669][demucs.solver][INFO] - Train | Epoch 513 | 13/14 | 0.80 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 2.0061
[2024-12-12 17:06:43,994][demucs.solver][INFO] - Train Summary | Epoch 513 | Loss=0.2402 | Reco=0.2402 | Grad=2.0061
[2024-12-12 17:06:43,995][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:06:43,995][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:06:46,131][demucs.solver][INFO] - Valid | Epoch 513 | 1/20 | 3.43 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.236
[2024-12-12 17:06:46,307][demucs.solver][INFO] - Valid | Epoch 513 | 2/20 | 3.95 it/sec | Loss 0.4489 | Reco 0.4489 | Nsdr 1.050
[2024-12-12 17:06:46,480][demucs.solver][INFO] - Valid | Epoch 513 | 3/20 | 4.29 it/sec | Loss 0.4930 | Reco 0.4930 | Nsdr 1.118
[2024-12-12 17:06:46,689][demucs.solver][INFO] - Valid | Epoch 513 | 4/20 | 4.38 it/sec | Loss 0.5106 | Reco 0.5106 | Nsdr 1.150
[2024-12-12 17:06:46,879][demucs.solver][INFO] - Valid | Epoch 513 | 5/20 | 4.51 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.138
[2024-12-12 17:06:47,084][demucs.solver][INFO] - Valid | Epoch 513 | 6/20 | 4.56 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.158
[2024-12-12 17:06:47,270][demucs.solver][INFO] - Valid | Epoch 513 | 7/20 | 4.64 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.172
[2024-12-12 17:06:47,474][demucs.solver][INFO] - Valid | Epoch 513 | 8/20 | 4.67 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.164
[2024-12-12 17:06:47,664][demucs.solver][INFO] - Valid | Epoch 513 | 9/20 | 4.73 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.179
[2024-12-12 17:06:47,865][demucs.solver][INFO] - Valid | Epoch 513 | 10/20 | 4.75 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.165
[2024-12-12 17:06:48,036][demucs.solver][INFO] - Valid | Epoch 513 | 11/20 | 4.82 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.165
[2024-12-12 17:06:48,225][demucs.solver][INFO] - Valid | Epoch 513 | 12/20 | 4.86 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.147
[2024-12-12 17:06:48,398][demucs.solver][INFO] - Valid | Epoch 513 | 13/20 | 4.91 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.151
[2024-12-12 17:06:48,605][demucs.solver][INFO] - Valid | Epoch 513 | 14/20 | 4.91 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.158
[2024-12-12 17:06:48,806][demucs.solver][INFO] - Valid | Epoch 513 | 15/20 | 4.91 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.165
[2024-12-12 17:06:49,009][demucs.solver][INFO] - Valid | Epoch 513 | 16/20 | 4.91 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.172
[2024-12-12 17:06:49,198][demucs.solver][INFO] - Valid | Epoch 513 | 17/20 | 4.93 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.177
[2024-12-12 17:06:49,400][demucs.solver][INFO] - Valid | Epoch 513 | 18/20 | 4.93 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.150
[2024-12-12 17:06:49,584][demucs.solver][INFO] - Valid | Epoch 513 | 19/20 | 4.96 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.161
[2024-12-12 17:06:49,967][demucs.solver][INFO] - Valid Summary | Epoch 513 | Loss=0.5431 | Reco=0.5431 | Nsdr=1.161 | Best=0.5301 | Bname=main
[2024-12-12 17:06:51,395][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:06:51,395][demucs.solver][INFO] - Training...
[2024-12-12 17:06:58,671][demucs.solver][INFO] - Train | Epoch 514 | 1/14 | 0.35 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 1.6922
[2024-12-12 17:06:59,363][demucs.solver][INFO] - Train | Epoch 514 | 2/14 | 0.47 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 1.8842
[2024-12-12 17:07:00,117][demucs.solver][INFO] - Train | Epoch 514 | 3/14 | 0.56 it/sec | Loss 0.2332 | Reco 0.2332 | Grad 1.9918
[2024-12-12 17:07:01,093][demucs.solver][INFO] - Train | Epoch 514 | 4/14 | 0.62 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 2.4121
[2024-12-12 17:07:01,749][demucs.solver][INFO] - Train | Epoch 514 | 5/14 | 0.68 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 2.1167
[2024-12-12 17:07:02,394][demucs.solver][INFO] - Train | Epoch 514 | 6/14 | 0.74 it/sec | Loss 0.2343 | Reco 0.2343 | Grad 2.2079
[2024-12-12 17:07:03,036][demucs.solver][INFO] - Train | Epoch 514 | 7/14 | 0.79 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 2.0761
[2024-12-12 17:07:03,687][demucs.solver][INFO] - Train | Epoch 514 | 8/14 | 0.84 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 2.1414
[2024-12-12 17:07:04,337][demucs.solver][INFO] - Train | Epoch 514 | 9/14 | 0.88 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 2.1061
[2024-12-12 17:07:04,988][demucs.solver][INFO] - Train | Epoch 514 | 10/14 | 0.91 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.9986
[2024-12-12 17:07:05,634][demucs.solver][INFO] - Train | Epoch 514 | 11/14 | 0.95 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 2.0565
[2024-12-12 17:07:06,274][demucs.solver][INFO] - Train | Epoch 514 | 12/14 | 0.98 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 1.9809
[2024-12-12 17:07:06,912][demucs.solver][INFO] - Train | Epoch 514 | 13/14 | 1.00 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 1.8887
[2024-12-12 17:07:07,229][demucs.solver][INFO] - Train Summary | Epoch 514 | Loss=0.2398 | Reco=0.2398 | Grad=1.8887
[2024-12-12 17:07:07,229][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:07:07,229][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:07:09,507][demucs.solver][INFO] - Valid | Epoch 514 | 1/20 | 3.05 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.297
[2024-12-12 17:07:09,765][demucs.solver][INFO] - Valid | Epoch 514 | 2/20 | 3.29 it/sec | Loss 0.4446 | Reco 0.4446 | Nsdr 1.093
[2024-12-12 17:07:10,154][demucs.solver][INFO] - Valid | Epoch 514 | 3/20 | 3.07 it/sec | Loss 0.4877 | Reco 0.4877 | Nsdr 1.177
[2024-12-12 17:07:10,566][demucs.solver][INFO] - Valid | Epoch 514 | 4/20 | 2.92 it/sec | Loss 0.5047 | Reco 0.5047 | Nsdr 1.219
[2024-12-12 17:07:10,946][demucs.solver][INFO] - Valid | Epoch 514 | 5/20 | 2.87 it/sec | Loss 0.5258 | Reco 0.5258 | Nsdr 1.215
[2024-12-12 17:07:11,321][demucs.solver][INFO] - Valid | Epoch 514 | 6/20 | 2.84 it/sec | Loss 0.5100 | Reco 0.5100 | Nsdr 1.231
[2024-12-12 17:07:11,544][demucs.solver][INFO] - Valid | Epoch 514 | 7/20 | 2.97 it/sec | Loss 0.5304 | Reco 0.5304 | Nsdr 1.251
[2024-12-12 17:07:11,801][demucs.solver][INFO] - Valid | Epoch 514 | 8/20 | 3.05 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.246
[2024-12-12 17:07:12,083][demucs.solver][INFO] - Valid | Epoch 514 | 9/20 | 3.10 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.263
[2024-12-12 17:07:12,261][demucs.solver][INFO] - Valid | Epoch 514 | 10/20 | 3.23 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.243
[2024-12-12 17:07:12,476][demucs.solver][INFO] - Valid | Epoch 514 | 11/20 | 3.31 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.240
[2024-12-12 17:07:12,775][demucs.solver][INFO] - Valid | Epoch 514 | 12/20 | 3.31 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.220
[2024-12-12 17:07:13,021][demucs.solver][INFO] - Valid | Epoch 514 | 13/20 | 3.36 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.222
[2024-12-12 17:07:13,307][demucs.solver][INFO] - Valid | Epoch 514 | 14/20 | 3.37 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.230
[2024-12-12 17:07:13,555][demucs.solver][INFO] - Valid | Epoch 514 | 15/20 | 3.40 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.237
[2024-12-12 17:07:13,822][demucs.solver][INFO] - Valid | Epoch 514 | 16/20 | 3.42 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.243
[2024-12-12 17:07:14,007][demucs.solver][INFO] - Valid | Epoch 514 | 17/20 | 3.49 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.248
[2024-12-12 17:07:14,193][demucs.solver][INFO] - Valid | Epoch 514 | 18/20 | 3.56 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.217
[2024-12-12 17:07:14,379][demucs.solver][INFO] - Valid | Epoch 514 | 19/20 | 3.62 it/sec | Loss 0.5365 | Reco 0.5365 | Nsdr 1.230
[2024-12-12 17:07:14,760][demucs.solver][INFO] - Valid Summary | Epoch 514 | Loss=0.5365 | Reco=0.5365 | Nsdr=1.230 | Best=0.5301 | Bname=main
[2024-12-12 17:07:16,185][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:07:16,186][demucs.solver][INFO] - Training...
[2024-12-12 17:07:23,374][demucs.solver][INFO] - Train | Epoch 515 | 1/14 | 0.36 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 1.0214
[2024-12-12 17:07:25,546][demucs.solver][INFO] - Train | Epoch 515 | 2/14 | 0.39 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 1.0342
[2024-12-12 17:07:26,202][demucs.solver][INFO] - Train | Epoch 515 | 3/14 | 0.47 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 0.9744
[2024-12-12 17:07:26,900][demucs.solver][INFO] - Train | Epoch 515 | 4/14 | 0.55 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.9061
[2024-12-12 17:07:27,608][demucs.solver][INFO] - Train | Epoch 515 | 5/14 | 0.61 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.0203
[2024-12-12 17:07:28,253][demucs.solver][INFO] - Train | Epoch 515 | 6/14 | 0.67 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.2848
[2024-12-12 17:07:28,938][demucs.solver][INFO] - Train | Epoch 515 | 7/14 | 0.72 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.2259
[2024-12-12 17:07:29,580][demucs.solver][INFO] - Train | Epoch 515 | 8/14 | 0.76 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.3832
[2024-12-12 17:07:30,266][demucs.solver][INFO] - Train | Epoch 515 | 9/14 | 0.80 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.4464
[2024-12-12 17:07:30,955][demucs.solver][INFO] - Train | Epoch 515 | 10/14 | 0.83 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.4422
[2024-12-12 17:07:32,121][demucs.solver][INFO] - Train | Epoch 515 | 11/14 | 0.84 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.5472
[2024-12-12 17:07:32,992][demucs.solver][INFO] - Train | Epoch 515 | 12/14 | 0.85 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.5492
[2024-12-12 17:07:33,666][demucs.solver][INFO] - Train | Epoch 515 | 13/14 | 0.88 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.6079
[2024-12-12 17:07:33,974][demucs.solver][INFO] - Train Summary | Epoch 515 | Loss=0.2429 | Reco=0.2429 | Grad=1.6079
[2024-12-12 17:07:33,975][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:07:33,975][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:07:36,185][demucs.solver][INFO] - Valid | Epoch 515 | 1/20 | 3.47 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.279
[2024-12-12 17:07:36,378][demucs.solver][INFO] - Valid | Epoch 515 | 2/20 | 3.90 it/sec | Loss 0.4455 | Reco 0.4455 | Nsdr 1.080
[2024-12-12 17:07:36,568][demucs.solver][INFO] - Valid | Epoch 515 | 3/20 | 4.18 it/sec | Loss 0.4888 | Reco 0.4888 | Nsdr 1.150
[2024-12-12 17:07:36,755][demucs.solver][INFO] - Valid | Epoch 515 | 4/20 | 4.37 it/sec | Loss 0.5059 | Reco 0.5059 | Nsdr 1.189
[2024-12-12 17:07:36,944][demucs.solver][INFO] - Valid | Epoch 515 | 5/20 | 4.50 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.184
[2024-12-12 17:07:37,137][demucs.solver][INFO] - Valid | Epoch 515 | 6/20 | 4.58 it/sec | Loss 0.5117 | Reco 0.5117 | Nsdr 1.201
[2024-12-12 17:07:37,323][demucs.solver][INFO] - Valid | Epoch 515 | 7/20 | 4.67 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.217
[2024-12-12 17:07:37,531][demucs.solver][INFO] - Valid | Epoch 515 | 8/20 | 4.68 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.217
[2024-12-12 17:07:37,738][demucs.solver][INFO] - Valid | Epoch 515 | 9/20 | 4.70 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.233
[2024-12-12 17:07:37,926][demucs.solver][INFO] - Valid | Epoch 515 | 10/20 | 4.75 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.213
[2024-12-12 17:07:38,131][demucs.solver][INFO] - Valid | Epoch 515 | 11/20 | 4.76 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.210
[2024-12-12 17:07:38,333][demucs.solver][INFO] - Valid | Epoch 515 | 12/20 | 4.77 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.191
[2024-12-12 17:07:38,518][demucs.solver][INFO] - Valid | Epoch 515 | 13/20 | 4.81 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.194
[2024-12-12 17:07:38,706][demucs.solver][INFO] - Valid | Epoch 515 | 14/20 | 4.84 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.201
[2024-12-12 17:07:38,895][demucs.solver][INFO] - Valid | Epoch 515 | 15/20 | 4.87 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.209
[2024-12-12 17:07:39,086][demucs.solver][INFO] - Valid | Epoch 515 | 16/20 | 4.89 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.216
[2024-12-12 17:07:39,274][demucs.solver][INFO] - Valid | Epoch 515 | 17/20 | 4.91 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.219
[2024-12-12 17:07:39,460][demucs.solver][INFO] - Valid | Epoch 515 | 18/20 | 4.93 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.190
[2024-12-12 17:07:39,649][demucs.solver][INFO] - Valid | Epoch 515 | 19/20 | 4.95 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.201
[2024-12-12 17:07:40,039][demucs.solver][INFO] - Valid Summary | Epoch 515 | Loss=0.5386 | Reco=0.5386 | Nsdr=1.201 | Best=0.5301 | Bname=main
[2024-12-12 17:07:41,482][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:07:41,482][demucs.solver][INFO] - Training...
[2024-12-12 17:07:48,685][demucs.solver][INFO] - Train | Epoch 516 | 1/14 | 0.36 it/sec | Loss 0.2313 | Reco 0.2313 | Grad 2.0966
[2024-12-12 17:07:49,342][demucs.solver][INFO] - Train | Epoch 516 | 2/14 | 0.49 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.7818
[2024-12-12 17:07:50,261][demucs.solver][INFO] - Train | Epoch 516 | 3/14 | 0.56 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.0120
[2024-12-12 17:07:50,922][demucs.solver][INFO] - Train | Epoch 516 | 4/14 | 0.65 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 1.8305
[2024-12-12 17:07:54,580][demucs.solver][INFO] - Train | Epoch 516 | 5/14 | 0.53 it/sec | Loss 0.2344 | Reco 0.2344 | Grad 2.1817
[2024-12-12 17:07:55,221][demucs.solver][INFO] - Train | Epoch 516 | 6/14 | 0.58 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.4847
[2024-12-12 17:07:55,863][demucs.solver][INFO] - Train | Epoch 516 | 7/14 | 0.63 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.4398
[2024-12-12 17:07:56,501][demucs.solver][INFO] - Train | Epoch 516 | 8/14 | 0.68 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 2.2349
[2024-12-12 17:07:57,144][demucs.solver][INFO] - Train | Epoch 516 | 9/14 | 0.72 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.4001
[2024-12-12 17:07:57,782][demucs.solver][INFO] - Train | Epoch 516 | 10/14 | 0.75 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.2807
[2024-12-12 17:07:58,416][demucs.solver][INFO] - Train | Epoch 516 | 11/14 | 0.79 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.2546
[2024-12-12 17:07:59,055][demucs.solver][INFO] - Train | Epoch 516 | 12/14 | 0.82 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 2.3406
[2024-12-12 17:07:59,687][demucs.solver][INFO] - Train | Epoch 516 | 13/14 | 0.85 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 2.3683
[2024-12-12 17:08:00,011][demucs.solver][INFO] - Train Summary | Epoch 516 | Loss=0.2370 | Reco=0.2370 | Grad=2.3683
[2024-12-12 17:08:00,011][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:08:00,012][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:08:02,355][demucs.solver][INFO] - Valid | Epoch 516 | 1/20 | 2.66 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.285
[2024-12-12 17:08:02,580][demucs.solver][INFO] - Valid | Epoch 516 | 2/20 | 3.07 it/sec | Loss 0.4461 | Reco 0.4461 | Nsdr 1.084
[2024-12-12 17:08:02,757][demucs.solver][INFO] - Valid | Epoch 516 | 3/20 | 3.46 it/sec | Loss 0.4897 | Reco 0.4897 | Nsdr 1.166
[2024-12-12 17:08:02,946][demucs.solver][INFO] - Valid | Epoch 516 | 4/20 | 3.72 it/sec | Loss 0.5071 | Reco 0.5071 | Nsdr 1.205
[2024-12-12 17:08:03,154][demucs.solver][INFO] - Valid | Epoch 516 | 5/20 | 3.86 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 1.196
[2024-12-12 17:08:03,365][demucs.solver][INFO] - Valid | Epoch 516 | 6/20 | 3.97 it/sec | Loss 0.5126 | Reco 0.5126 | Nsdr 1.212
[2024-12-12 17:08:03,558][demucs.solver][INFO] - Valid | Epoch 516 | 7/20 | 4.09 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.230
[2024-12-12 17:08:03,749][demucs.solver][INFO] - Valid | Epoch 516 | 8/20 | 4.19 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.225
[2024-12-12 17:08:03,962][demucs.solver][INFO] - Valid | Epoch 516 | 9/20 | 4.24 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.243
[2024-12-12 17:08:04,165][demucs.solver][INFO] - Valid | Epoch 516 | 10/20 | 4.29 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.225
[2024-12-12 17:08:04,351][demucs.solver][INFO] - Valid | Epoch 516 | 11/20 | 4.36 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.222
[2024-12-12 17:08:04,557][demucs.solver][INFO] - Valid | Epoch 516 | 12/20 | 4.40 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.201
[2024-12-12 17:08:04,727][demucs.solver][INFO] - Valid | Epoch 516 | 13/20 | 4.48 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.203
[2024-12-12 17:08:04,917][demucs.solver][INFO] - Valid | Epoch 516 | 14/20 | 4.52 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.209
[2024-12-12 17:08:05,137][demucs.solver][INFO] - Valid | Epoch 516 | 15/20 | 4.53 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.217
[2024-12-12 17:08:05,341][demucs.solver][INFO] - Valid | Epoch 516 | 16/20 | 4.55 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.222
[2024-12-12 17:08:05,528][demucs.solver][INFO] - Valid | Epoch 516 | 17/20 | 4.58 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.230
[2024-12-12 17:08:05,716][demucs.solver][INFO] - Valid | Epoch 516 | 18/20 | 4.62 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.200
[2024-12-12 17:08:05,905][demucs.solver][INFO] - Valid | Epoch 516 | 19/20 | 4.65 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.214
[2024-12-12 17:08:06,268][demucs.solver][INFO] - Valid Summary | Epoch 516 | Loss=0.5387 | Reco=0.5387 | Nsdr=1.214 | Best=0.5301 | Bname=main
[2024-12-12 17:08:07,775][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:08:07,775][demucs.solver][INFO] - Training...
[2024-12-12 17:08:11,683][demucs.solver][INFO] - Train | Epoch 517 | 1/14 | 0.84 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 4.1983
[2024-12-12 17:08:14,788][demucs.solver][INFO] - Train | Epoch 517 | 2/14 | 0.55 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 3.7908
[2024-12-12 17:08:15,933][demucs.solver][INFO] - Train | Epoch 517 | 3/14 | 0.60 it/sec | Loss 0.2646 | Reco 0.2646 | Grad 2.9030
[2024-12-12 17:08:16,660][demucs.solver][INFO] - Train | Epoch 517 | 4/14 | 0.68 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 2.9344
[2024-12-12 17:08:17,526][demucs.solver][INFO] - Train | Epoch 517 | 5/14 | 0.73 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 2.7586
[2024-12-12 17:08:18,196][demucs.solver][INFO] - Train | Epoch 517 | 6/14 | 0.79 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 2.6008
[2024-12-12 17:08:18,849][demucs.solver][INFO] - Train | Epoch 517 | 7/14 | 0.84 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 2.4341
[2024-12-12 17:08:19,527][demucs.solver][INFO] - Train | Epoch 517 | 8/14 | 0.88 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 2.2548
[2024-12-12 17:08:20,747][demucs.solver][INFO] - Train | Epoch 517 | 9/14 | 0.87 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 2.2280
[2024-12-12 17:08:21,388][demucs.solver][INFO] - Train | Epoch 517 | 10/14 | 0.91 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.2187
[2024-12-12 17:08:22,019][demucs.solver][INFO] - Train | Epoch 517 | 11/14 | 0.94 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.0921
[2024-12-12 17:08:22,652][demucs.solver][INFO] - Train | Epoch 517 | 12/14 | 0.97 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.9659
[2024-12-12 17:08:23,289][demucs.solver][INFO] - Train | Epoch 517 | 13/14 | 1.00 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.8578
[2024-12-12 17:08:23,656][demucs.solver][INFO] - Train Summary | Epoch 517 | Loss=0.2463 | Reco=0.2463 | Grad=1.8578
[2024-12-12 17:08:23,657][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:08:23,657][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:08:26,169][demucs.solver][INFO] - Valid | Epoch 517 | 1/20 | 2.20 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.260
[2024-12-12 17:08:26,402][demucs.solver][INFO] - Valid | Epoch 517 | 2/20 | 2.63 it/sec | Loss 0.4480 | Reco 0.4480 | Nsdr 1.066
[2024-12-12 17:08:26,606][demucs.solver][INFO] - Valid | Epoch 517 | 3/20 | 2.97 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.139
[2024-12-12 17:08:26,782][demucs.solver][INFO] - Valid | Epoch 517 | 4/20 | 3.29 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.175
[2024-12-12 17:08:26,954][demucs.solver][INFO] - Valid | Epoch 517 | 5/20 | 3.54 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.165
[2024-12-12 17:08:27,158][demucs.solver][INFO] - Valid | Epoch 517 | 6/20 | 3.69 it/sec | Loss 0.5152 | Reco 0.5152 | Nsdr 1.183
[2024-12-12 17:08:27,314][demucs.solver][INFO] - Valid | Epoch 517 | 7/20 | 3.90 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.197
[2024-12-12 17:08:27,517][demucs.solver][INFO] - Valid | Epoch 517 | 8/20 | 3.99 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.193
[2024-12-12 17:08:27,709][demucs.solver][INFO] - Valid | Epoch 517 | 9/20 | 4.08 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.208
[2024-12-12 17:08:27,919][demucs.solver][INFO] - Valid | Epoch 517 | 10/20 | 4.14 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.193
[2024-12-12 17:08:28,125][demucs.solver][INFO] - Valid | Epoch 517 | 11/20 | 4.19 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.190
[2024-12-12 17:08:28,327][demucs.solver][INFO] - Valid | Epoch 517 | 12/20 | 4.24 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.170
[2024-12-12 17:08:28,533][demucs.solver][INFO] - Valid | Epoch 517 | 13/20 | 4.28 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.172
[2024-12-12 17:08:28,721][demucs.solver][INFO] - Valid | Epoch 517 | 14/20 | 4.33 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.178
[2024-12-12 17:08:28,901][demucs.solver][INFO] - Valid | Epoch 517 | 15/20 | 4.39 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.184
[2024-12-12 17:08:29,075][demucs.solver][INFO] - Valid | Epoch 517 | 16/20 | 4.46 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.190
[2024-12-12 17:08:29,248][demucs.solver][INFO] - Valid | Epoch 517 | 17/20 | 4.51 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.197
[2024-12-12 17:08:29,438][demucs.solver][INFO] - Valid | Epoch 517 | 18/20 | 4.55 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.170
[2024-12-12 17:08:29,641][demucs.solver][INFO] - Valid | Epoch 517 | 19/20 | 4.57 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.180
[2024-12-12 17:08:30,056][demucs.solver][INFO] - Valid Summary | Epoch 517 | Loss=0.5417 | Reco=0.5417 | Nsdr=1.180 | Best=0.5301 | Bname=main
[2024-12-12 17:08:31,430][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:08:31,431][demucs.solver][INFO] - Training...
[2024-12-12 17:08:40,168][demucs.solver][INFO] - Train | Epoch 518 | 1/14 | 0.28 it/sec | Loss 0.2218 | Reco 0.2218 | Grad 1.0265
[2024-12-12 17:08:40,924][demucs.solver][INFO] - Train | Epoch 518 | 2/14 | 0.38 it/sec | Loss 0.2174 | Reco 0.2174 | Grad 1.6628
[2024-12-12 17:08:41,582][demucs.solver][INFO] - Train | Epoch 518 | 3/14 | 0.47 it/sec | Loss 0.2253 | Reco 0.2253 | Grad 1.4722
[2024-12-12 17:08:42,240][demucs.solver][INFO] - Train | Epoch 518 | 4/14 | 0.54 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.6613
[2024-12-12 17:08:43,468][demucs.solver][INFO] - Train | Epoch 518 | 5/14 | 0.58 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 1.8670
[2024-12-12 17:08:44,283][demucs.solver][INFO] - Train | Epoch 518 | 6/14 | 0.62 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.6658
[2024-12-12 17:08:44,927][demucs.solver][INFO] - Train | Epoch 518 | 7/14 | 0.67 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 1.6030
[2024-12-12 17:08:45,588][demucs.solver][INFO] - Train | Epoch 518 | 8/14 | 0.72 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 1.6485
[2024-12-12 17:08:46,233][demucs.solver][INFO] - Train | Epoch 518 | 9/14 | 0.76 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 1.8581
[2024-12-12 17:08:46,927][demucs.solver][INFO] - Train | Epoch 518 | 10/14 | 0.79 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.8448
[2024-12-12 17:08:47,576][demucs.solver][INFO] - Train | Epoch 518 | 11/14 | 0.83 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.9281
[2024-12-12 17:08:48,257][demucs.solver][INFO] - Train | Epoch 518 | 12/14 | 0.85 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 2.0606
[2024-12-12 17:08:48,895][demucs.solver][INFO] - Train | Epoch 518 | 13/14 | 0.88 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.9976
[2024-12-12 17:08:49,213][demucs.solver][INFO] - Train Summary | Epoch 518 | Loss=0.2403 | Reco=0.2403 | Grad=1.9976
[2024-12-12 17:08:49,213][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:08:49,213][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:08:51,599][demucs.solver][INFO] - Valid | Epoch 518 | 1/20 | 2.61 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.247
[2024-12-12 17:08:51,798][demucs.solver][INFO] - Valid | Epoch 518 | 2/20 | 3.10 it/sec | Loss 0.4479 | Reco 0.4479 | Nsdr 1.060
[2024-12-12 17:08:51,986][demucs.solver][INFO] - Valid | Epoch 518 | 3/20 | 3.46 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.129
[2024-12-12 17:08:52,175][demucs.solver][INFO] - Valid | Epoch 518 | 4/20 | 3.72 it/sec | Loss 0.5098 | Reco 0.5098 | Nsdr 1.163
[2024-12-12 17:08:52,351][demucs.solver][INFO] - Valid | Epoch 518 | 5/20 | 3.95 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.149
[2024-12-12 17:08:52,523][demucs.solver][INFO] - Valid | Epoch 518 | 6/20 | 4.14 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.167
[2024-12-12 17:08:52,696][demucs.solver][INFO] - Valid | Epoch 518 | 7/20 | 4.29 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.182
[2024-12-12 17:08:52,903][demucs.solver][INFO] - Valid | Epoch 518 | 8/20 | 4.34 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.178
[2024-12-12 17:08:53,092][demucs.solver][INFO] - Valid | Epoch 518 | 9/20 | 4.42 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.194
[2024-12-12 17:08:53,265][demucs.solver][INFO] - Valid | Epoch 518 | 10/20 | 4.52 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.178
[2024-12-12 17:08:53,473][demucs.solver][INFO] - Valid | Epoch 518 | 11/20 | 4.54 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.176
[2024-12-12 17:08:53,645][demucs.solver][INFO] - Valid | Epoch 518 | 12/20 | 4.62 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.157
[2024-12-12 17:08:53,835][demucs.solver][INFO] - Valid | Epoch 518 | 13/20 | 4.66 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.159
[2024-12-12 17:08:54,023][demucs.solver][INFO] - Valid | Epoch 518 | 14/20 | 4.70 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.165
[2024-12-12 17:08:54,228][demucs.solver][INFO] - Valid | Epoch 518 | 15/20 | 4.71 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.171
[2024-12-12 17:08:54,431][demucs.solver][INFO] - Valid | Epoch 518 | 16/20 | 4.72 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.177
[2024-12-12 17:08:54,601][demucs.solver][INFO] - Valid | Epoch 518 | 17/20 | 4.77 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.184
[2024-12-12 17:08:54,808][demucs.solver][INFO] - Valid | Epoch 518 | 18/20 | 4.78 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.157
[2024-12-12 17:08:54,996][demucs.solver][INFO] - Valid | Epoch 518 | 19/20 | 4.80 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.168
[2024-12-12 17:08:55,379][demucs.solver][INFO] - Valid Summary | Epoch 518 | Loss=0.5423 | Reco=0.5423 | Nsdr=1.168 | Best=0.5301 | Bname=main
[2024-12-12 17:08:56,884][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:08:56,884][demucs.solver][INFO] - Training...
[2024-12-12 17:09:05,511][demucs.solver][INFO] - Train | Epoch 519 | 1/14 | 0.28 it/sec | Loss 0.2700 | Reco 0.2700 | Grad 3.0663
[2024-12-12 17:09:06,654][demucs.solver][INFO] - Train | Epoch 519 | 2/14 | 0.37 it/sec | Loss 0.2765 | Reco 0.2765 | Grad 3.2952
[2024-12-12 17:09:07,490][demucs.solver][INFO] - Train | Epoch 519 | 3/14 | 0.44 it/sec | Loss 0.2712 | Reco 0.2712 | Grad 3.3925
[2024-12-12 17:09:08,427][demucs.solver][INFO] - Train | Epoch 519 | 4/14 | 0.50 it/sec | Loss 0.2640 | Reco 0.2640 | Grad 3.0655
[2024-12-12 17:09:09,074][demucs.solver][INFO] - Train | Epoch 519 | 5/14 | 0.57 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 2.8326
[2024-12-12 17:09:09,724][demucs.solver][INFO] - Train | Epoch 519 | 6/14 | 0.62 it/sec | Loss 0.2660 | Reco 0.2660 | Grad 2.8565
[2024-12-12 17:09:10,368][demucs.solver][INFO] - Train | Epoch 519 | 7/14 | 0.67 it/sec | Loss 0.2632 | Reco 0.2632 | Grad 2.7880
[2024-12-12 17:09:11,010][demucs.solver][INFO] - Train | Epoch 519 | 8/14 | 0.72 it/sec | Loss 0.2629 | Reco 0.2629 | Grad 2.7797
[2024-12-12 17:09:11,641][demucs.solver][INFO] - Train | Epoch 519 | 9/14 | 0.76 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 2.6216
[2024-12-12 17:09:12,275][demucs.solver][INFO] - Train | Epoch 519 | 10/14 | 0.80 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 2.5096
[2024-12-12 17:09:12,922][demucs.solver][INFO] - Train | Epoch 519 | 11/14 | 0.83 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 2.3324
[2024-12-12 17:09:13,570][demucs.solver][INFO] - Train | Epoch 519 | 12/14 | 0.86 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 2.3010
[2024-12-12 17:09:14,215][demucs.solver][INFO] - Train | Epoch 519 | 13/14 | 0.89 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 2.3655
[2024-12-12 17:09:14,522][demucs.solver][INFO] - Train Summary | Epoch 519 | Loss=0.2526 | Reco=0.2526 | Grad=2.3655
[2024-12-12 17:09:14,522][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:09:14,522][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:09:16,674][demucs.solver][INFO] - Valid | Epoch 519 | 1/20 | 3.42 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.304
[2024-12-12 17:09:16,874][demucs.solver][INFO] - Valid | Epoch 519 | 2/20 | 3.82 it/sec | Loss 0.4458 | Reco 0.4458 | Nsdr 1.090
[2024-12-12 17:09:17,084][demucs.solver][INFO] - Valid | Epoch 519 | 3/20 | 4.02 it/sec | Loss 0.4892 | Reco 0.4892 | Nsdr 1.177
[2024-12-12 17:09:17,278][demucs.solver][INFO] - Valid | Epoch 519 | 4/20 | 4.21 it/sec | Loss 0.5058 | Reco 0.5058 | Nsdr 1.229
[2024-12-12 17:09:17,487][demucs.solver][INFO] - Valid | Epoch 519 | 5/20 | 4.29 it/sec | Loss 0.5258 | Reco 0.5258 | Nsdr 1.235
[2024-12-12 17:09:17,645][demucs.solver][INFO] - Valid | Epoch 519 | 6/20 | 4.50 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.254
[2024-12-12 17:09:17,838][demucs.solver][INFO] - Valid | Epoch 519 | 7/20 | 4.58 it/sec | Loss 0.5302 | Reco 0.5302 | Nsdr 1.276
[2024-12-12 17:09:18,027][demucs.solver][INFO] - Valid | Epoch 519 | 8/20 | 4.65 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.277
[2024-12-12 17:09:18,219][demucs.solver][INFO] - Valid | Epoch 519 | 9/20 | 4.70 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.296
[2024-12-12 17:09:18,373][demucs.solver][INFO] - Valid | Epoch 519 | 10/20 | 4.82 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.276
[2024-12-12 17:09:18,528][demucs.solver][INFO] - Valid | Epoch 519 | 11/20 | 4.92 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.272
[2024-12-12 17:09:18,718][demucs.solver][INFO] - Valid | Epoch 519 | 12/20 | 4.95 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.251
[2024-12-12 17:09:18,923][demucs.solver][INFO] - Valid | Epoch 519 | 13/20 | 4.94 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.253
[2024-12-12 17:09:19,109][demucs.solver][INFO] - Valid | Epoch 519 | 14/20 | 4.97 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.260
[2024-12-12 17:09:19,280][demucs.solver][INFO] - Valid | Epoch 519 | 15/20 | 5.01 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.268
[2024-12-12 17:09:19,465][demucs.solver][INFO] - Valid | Epoch 519 | 16/20 | 5.04 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.273
[2024-12-12 17:09:19,667][demucs.solver][INFO] - Valid | Epoch 519 | 17/20 | 5.03 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.276
[2024-12-12 17:09:19,822][demucs.solver][INFO] - Valid | Epoch 519 | 18/20 | 5.09 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.244
[2024-12-12 17:09:20,010][demucs.solver][INFO] - Valid | Epoch 519 | 19/20 | 5.10 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.257
[2024-12-12 17:09:20,443][demucs.solver][INFO] - Valid Summary | Epoch 519 | Loss=0.5354 | Reco=0.5354 | Nsdr=1.257 | Best=0.5301 | Bname=main
[2024-12-12 17:09:21,972][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:09:21,973][demucs.solver][INFO] - Training...
[2024-12-12 17:09:32,913][demucs.solver][INFO] - Train | Epoch 520 | 1/14 | 0.21 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 1.0795
[2024-12-12 17:09:33,562][demucs.solver][INFO] - Train | Epoch 520 | 2/14 | 0.30 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 1.5738
[2024-12-12 17:09:34,214][demucs.solver][INFO] - Train | Epoch 520 | 3/14 | 0.37 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 2.0978
[2024-12-12 17:09:34,863][demucs.solver][INFO] - Train | Epoch 520 | 4/14 | 0.44 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 2.3024
[2024-12-12 17:09:35,514][demucs.solver][INFO] - Train | Epoch 520 | 5/14 | 0.50 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 2.2510
[2024-12-12 17:09:36,161][demucs.solver][INFO] - Train | Epoch 520 | 6/14 | 0.55 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 1.9577
[2024-12-12 17:09:36,809][demucs.solver][INFO] - Train | Epoch 520 | 7/14 | 0.60 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 2.0554
[2024-12-12 17:09:37,453][demucs.solver][INFO] - Train | Epoch 520 | 8/14 | 0.65 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.1285
[2024-12-12 17:09:38,092][demucs.solver][INFO] - Train | Epoch 520 | 9/14 | 0.69 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.1278
[2024-12-12 17:09:38,729][demucs.solver][INFO] - Train | Epoch 520 | 10/14 | 0.72 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 1.9798
[2024-12-12 17:09:39,371][demucs.solver][INFO] - Train | Epoch 520 | 11/14 | 0.76 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.0243
[2024-12-12 17:09:40,006][demucs.solver][INFO] - Train | Epoch 520 | 12/14 | 0.79 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.9572
[2024-12-12 17:09:40,638][demucs.solver][INFO] - Train | Epoch 520 | 13/14 | 0.82 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 1.9421
[2024-12-12 17:09:40,951][demucs.solver][INFO] - Train Summary | Epoch 520 | Loss=0.2398 | Reco=0.2398 | Grad=1.9421
[2024-12-12 17:09:40,952][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:09:40,952][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:09:43,161][demucs.solver][INFO] - Valid | Epoch 520 | 1/20 | 3.27 it/sec | Loss 0.5792 | Reco 0.5792 | Nsdr 1.209
[2024-12-12 17:09:43,416][demucs.solver][INFO] - Valid | Epoch 520 | 2/20 | 3.46 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 1.028
[2024-12-12 17:09:43,613][demucs.solver][INFO] - Valid | Epoch 520 | 3/20 | 3.76 it/sec | Loss 0.4967 | Reco 0.4967 | Nsdr 1.097
[2024-12-12 17:09:43,861][demucs.solver][INFO] - Valid | Epoch 520 | 4/20 | 3.81 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 1.131
[2024-12-12 17:09:44,116][demucs.solver][INFO] - Valid | Epoch 520 | 5/20 | 3.83 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.113
[2024-12-12 17:09:44,332][demucs.solver][INFO] - Valid | Epoch 520 | 6/20 | 3.93 it/sec | Loss 0.5205 | Reco 0.5205 | Nsdr 1.132
[2024-12-12 17:09:44,611][demucs.solver][INFO] - Valid | Epoch 520 | 7/20 | 3.88 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.146
[2024-12-12 17:09:44,840][demucs.solver][INFO] - Valid | Epoch 520 | 8/20 | 3.93 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.137
[2024-12-12 17:09:45,262][demucs.solver][INFO] - Valid | Epoch 520 | 9/20 | 3.69 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.153
[2024-12-12 17:09:45,669][demucs.solver][INFO] - Valid | Epoch 520 | 10/20 | 3.53 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.140
[2024-12-12 17:09:45,857][demucs.solver][INFO] - Valid | Epoch 520 | 11/20 | 3.63 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.139
[2024-12-12 17:09:46,060][demucs.solver][INFO] - Valid | Epoch 520 | 12/20 | 3.70 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.120
[2024-12-12 17:09:46,213][demucs.solver][INFO] - Valid | Epoch 520 | 13/20 | 3.82 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.122
[2024-12-12 17:09:46,422][demucs.solver][INFO] - Valid | Epoch 520 | 14/20 | 3.87 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.129
[2024-12-12 17:09:46,609][demucs.solver][INFO] - Valid | Epoch 520 | 15/20 | 3.94 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.136
[2024-12-12 17:09:46,781][demucs.solver][INFO] - Valid | Epoch 520 | 16/20 | 4.02 it/sec | Loss 0.5763 | Reco 0.5763 | Nsdr 1.142
[2024-12-12 17:09:46,970][demucs.solver][INFO] - Valid | Epoch 520 | 17/20 | 4.07 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.152
[2024-12-12 17:09:47,158][demucs.solver][INFO] - Valid | Epoch 520 | 18/20 | 4.12 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.127
[2024-12-12 17:09:47,359][demucs.solver][INFO] - Valid | Epoch 520 | 19/20 | 4.16 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.138
[2024-12-12 17:09:47,799][demucs.solver][INFO] - Valid Summary | Epoch 520 | Loss=0.5460 | Reco=0.5460 | Nsdr=1.138 | Best=0.5301 | Bname=main
[2024-12-12 17:09:47,799][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:09:47,799][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 17:10:02,634][demucs.evaluate][INFO] - Eval | 1/20 | 0.28 it/sec
[2024-12-12 17:10:06,243][demucs.evaluate][INFO] - Eval | 2/20 | 0.28 it/sec
[2024-12-12 17:10:09,641][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 17:10:13,198][demucs.evaluate][INFO] - Eval | 4/20 | 0.28 it/sec
[2024-12-12 17:10:16,733][demucs.evaluate][INFO] - Eval | 5/20 | 0.28 it/sec
[2024-12-12 17:10:20,268][demucs.evaluate][INFO] - Eval | 6/20 | 0.28 it/sec
[2024-12-12 17:10:23,884][demucs.evaluate][INFO] - Eval | 7/20 | 0.28 it/sec
[2024-12-12 17:10:27,425][demucs.evaluate][INFO] - Eval | 8/20 | 0.28 it/sec
[2024-12-12 17:10:30,959][demucs.evaluate][INFO] - Eval | 9/20 | 0.28 it/sec
[2024-12-12 17:10:34,468][demucs.evaluate][INFO] - Eval | 10/20 | 0.28 it/sec
[2024-12-12 17:10:38,049][demucs.evaluate][INFO] - Eval | 11/20 | 0.28 it/sec
[2024-12-12 17:10:41,620][demucs.evaluate][INFO] - Eval | 12/20 | 0.28 it/sec
[2024-12-12 17:10:45,134][demucs.evaluate][INFO] - Eval | 13/20 | 0.28 it/sec
[2024-12-12 17:10:48,701][demucs.evaluate][INFO] - Eval | 14/20 | 0.28 it/sec
[2024-12-12 17:10:52,125][demucs.evaluate][INFO] - Eval | 15/20 | 0.28 it/sec
[2024-12-12 17:10:55,617][demucs.evaluate][INFO] - Eval | 16/20 | 0.28 it/sec
[2024-12-12 17:10:59,140][demucs.evaluate][INFO] - Eval | 17/20 | 0.28 it/sec
[2024-12-12 17:11:02,618][demucs.evaluate][INFO] - Eval | 18/20 | 0.28 it/sec
[2024-12-12 17:11:06,125][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 17:11:06,145][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 108.37 it/sec
[2024-12-12 17:11:06,153][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 110.67 it/sec
[2024-12-12 17:11:06,160][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 117.32 it/sec
[2024-12-12 17:11:06,171][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 110.59 it/sec
[2024-12-12 17:11:06,178][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 116.10 it/sec
[2024-12-12 17:11:06,185][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 118.60 it/sec
[2024-12-12 17:11:06,194][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 116.92 it/sec
[2024-12-12 17:11:06,201][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 120.33 it/sec
[2024-12-12 17:11:06,209][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 120.29 it/sec
[2024-12-12 17:11:06,218][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 120.19 it/sec
[2024-12-12 17:11:06,225][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 120.68 it/sec
[2024-12-12 17:11:06,237][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 116.89 it/sec
[2024-12-12 17:11:06,247][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 115.39 it/sec
[2024-12-12 17:11:06,255][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 116.57 it/sec
[2024-12-12 17:11:06,263][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 117.17 it/sec
[2024-12-12 17:11:06,269][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 118.87 it/sec
[2024-12-12 17:11:06,279][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 117.85 it/sec
[2024-12-12 17:11:06,291][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 115.37 it/sec
[2024-12-12 17:11:06,300][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 114.75 it/sec
[2024-12-12 17:11:06,350][demucs.solver][INFO] - Test Summary | Epoch 520 | Nsdr=1.104 | Nsdr_drums=1.110 | Nsdr_bass=1.139 | Nsdr_other=1.078 | Nsdr_vocals=1.087
[2024-12-12 17:11:07,737][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:11:07,737][demucs.solver][INFO] - Training...
[2024-12-12 17:11:15,812][demucs.solver][INFO] - Train | Epoch 521 | 1/14 | 0.31 it/sec | Loss 0.2296 | Reco 0.2296 | Grad 2.2303
[2024-12-12 17:11:16,476][demucs.solver][INFO] - Train | Epoch 521 | 2/14 | 0.42 it/sec | Loss 0.2230 | Reco 0.2230 | Grad 2.2387
[2024-12-12 17:11:17,132][demucs.solver][INFO] - Train | Epoch 521 | 3/14 | 0.51 it/sec | Loss 0.2309 | Reco 0.2309 | Grad 1.7610
[2024-12-12 17:11:19,050][demucs.solver][INFO] - Train | Epoch 521 | 4/14 | 0.51 it/sec | Loss 0.2308 | Reco 0.2308 | Grad 2.3186
[2024-12-12 17:11:19,696][demucs.solver][INFO] - Train | Epoch 521 | 5/14 | 0.58 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.9954
[2024-12-12 17:11:20,342][demucs.solver][INFO] - Train | Epoch 521 | 6/14 | 0.63 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 1.7852
[2024-12-12 17:11:20,989][demucs.solver][INFO] - Train | Epoch 521 | 7/14 | 0.68 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.7750
[2024-12-12 17:11:21,625][demucs.solver][INFO] - Train | Epoch 521 | 8/14 | 0.73 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.6277
[2024-12-12 17:11:22,259][demucs.solver][INFO] - Train | Epoch 521 | 9/14 | 0.77 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 1.5666
[2024-12-12 17:11:22,892][demucs.solver][INFO] - Train | Epoch 521 | 10/14 | 0.81 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.5462
[2024-12-12 17:11:23,525][demucs.solver][INFO] - Train | Epoch 521 | 11/14 | 0.84 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.4528
[2024-12-12 17:11:24,157][demucs.solver][INFO] - Train | Epoch 521 | 12/14 | 0.87 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.4017
[2024-12-12 17:11:24,791][demucs.solver][INFO] - Train | Epoch 521 | 13/14 | 0.90 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.3220
[2024-12-12 17:11:25,123][demucs.solver][INFO] - Train Summary | Epoch 521 | Loss=0.2463 | Reco=0.2463 | Grad=1.3220
[2024-12-12 17:11:25,123][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:11:25,124][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:11:28,015][demucs.solver][INFO] - Valid | Epoch 521 | 1/20 | 1.52 it/sec | Loss 0.5763 | Reco 0.5763 | Nsdr 1.224
[2024-12-12 17:11:28,413][demucs.solver][INFO] - Valid | Epoch 521 | 2/20 | 1.75 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.034
[2024-12-12 17:11:28,861][demucs.solver][INFO] - Valid | Epoch 521 | 3/20 | 1.85 it/sec | Loss 0.4945 | Reco 0.4945 | Nsdr 1.107
[2024-12-12 17:11:29,185][demucs.solver][INFO] - Valid | Epoch 521 | 4/20 | 2.01 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.142
[2024-12-12 17:11:29,564][demucs.solver][INFO] - Valid | Epoch 521 | 5/20 | 2.10 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.127
[2024-12-12 17:11:29,883][demucs.solver][INFO] - Valid | Epoch 521 | 6/20 | 2.20 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.146
[2024-12-12 17:11:30,316][demucs.solver][INFO] - Valid | Epoch 521 | 7/20 | 2.21 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.161
[2024-12-12 17:11:30,595][demucs.solver][INFO] - Valid | Epoch 521 | 8/20 | 2.31 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.155
[2024-12-12 17:11:30,973][demucs.solver][INFO] - Valid | Epoch 521 | 9/20 | 2.34 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.168
[2024-12-12 17:11:31,189][demucs.solver][INFO] - Valid | Epoch 521 | 10/20 | 2.45 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.152
[2024-12-12 17:11:31,375][demucs.solver][INFO] - Valid | Epoch 521 | 11/20 | 2.57 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.151
[2024-12-12 17:11:31,560][demucs.solver][INFO] - Valid | Epoch 521 | 12/20 | 2.68 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.133
[2024-12-12 17:11:31,746][demucs.solver][INFO] - Valid | Epoch 521 | 13/20 | 2.78 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.137
[2024-12-12 17:11:31,943][demucs.solver][INFO] - Valid | Epoch 521 | 14/20 | 2.86 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.144
[2024-12-12 17:11:32,127][demucs.solver][INFO] - Valid | Epoch 521 | 15/20 | 2.95 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.150
[2024-12-12 17:11:32,327][demucs.solver][INFO] - Valid | Epoch 521 | 16/20 | 3.02 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.157
[2024-12-12 17:11:32,481][demucs.solver][INFO] - Valid | Epoch 521 | 17/20 | 3.12 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.165
[2024-12-12 17:11:32,667][demucs.solver][INFO] - Valid | Epoch 521 | 18/20 | 3.19 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.137
[2024-12-12 17:11:32,878][demucs.solver][INFO] - Valid | Epoch 521 | 19/20 | 3.24 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.149
[2024-12-12 17:11:33,236][demucs.solver][INFO] - Valid Summary | Epoch 521 | Loss=0.5439 | Reco=0.5439 | Nsdr=1.149 | Best=0.5301 | Bname=main
[2024-12-12 17:11:34,607][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:11:34,607][demucs.solver][INFO] - Training...
[2024-12-12 17:11:45,394][demucs.solver][INFO] - Train | Epoch 522 | 1/14 | 0.22 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 1.0372
[2024-12-12 17:11:46,037][demucs.solver][INFO] - Train | Epoch 522 | 2/14 | 0.30 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 0.9142
[2024-12-12 17:11:46,668][demucs.solver][INFO] - Train | Epoch 522 | 3/14 | 0.38 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.8074
[2024-12-12 17:11:47,316][demucs.solver][INFO] - Train | Epoch 522 | 4/14 | 0.45 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.1053
[2024-12-12 17:11:47,963][demucs.solver][INFO] - Train | Epoch 522 | 5/14 | 0.51 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 1.0379
[2024-12-12 17:11:48,601][demucs.solver][INFO] - Train | Epoch 522 | 6/14 | 0.56 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 1.1367
[2024-12-12 17:11:49,238][demucs.solver][INFO] - Train | Epoch 522 | 7/14 | 0.61 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.1439
[2024-12-12 17:11:49,870][demucs.solver][INFO] - Train | Epoch 522 | 8/14 | 0.66 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.0803
[2024-12-12 17:11:50,515][demucs.solver][INFO] - Train | Epoch 522 | 9/14 | 0.70 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 1.1720
[2024-12-12 17:11:51,146][demucs.solver][INFO] - Train | Epoch 522 | 10/14 | 0.73 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.0945
[2024-12-12 17:11:51,781][demucs.solver][INFO] - Train | Epoch 522 | 11/14 | 0.77 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 1.1013
[2024-12-12 17:11:52,415][demucs.solver][INFO] - Train | Epoch 522 | 12/14 | 0.80 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.2333
[2024-12-12 17:11:53,050][demucs.solver][INFO] - Train | Epoch 522 | 13/14 | 0.83 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.2149
[2024-12-12 17:11:53,389][demucs.solver][INFO] - Train Summary | Epoch 522 | Loss=0.2438 | Reco=0.2438 | Grad=1.2149
[2024-12-12 17:11:53,389][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:11:53,390][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:11:55,904][demucs.solver][INFO] - Valid | Epoch 522 | 1/20 | 2.05 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.267
[2024-12-12 17:11:56,207][demucs.solver][INFO] - Valid | Epoch 522 | 2/20 | 2.35 it/sec | Loss 0.4467 | Reco 0.4467 | Nsdr 1.076
[2024-12-12 17:11:56,659][demucs.solver][INFO] - Valid | Epoch 522 | 3/20 | 2.31 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.142
[2024-12-12 17:11:57,058][demucs.solver][INFO] - Valid | Epoch 522 | 4/20 | 2.35 it/sec | Loss 0.5086 | Reco 0.5086 | Nsdr 1.172
[2024-12-12 17:11:57,460][demucs.solver][INFO] - Valid | Epoch 522 | 5/20 | 2.37 it/sec | Loss 0.5307 | Reco 0.5307 | Nsdr 1.156
[2024-12-12 17:11:57,815][demucs.solver][INFO] - Valid | Epoch 522 | 6/20 | 2.43 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.174
[2024-12-12 17:11:58,170][demucs.solver][INFO] - Valid | Epoch 522 | 7/20 | 2.47 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.189
[2024-12-12 17:11:58,581][demucs.solver][INFO] - Valid | Epoch 522 | 8/20 | 2.46 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.179
[2024-12-12 17:11:58,947][demucs.solver][INFO] - Valid | Epoch 522 | 9/20 | 2.49 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.193
[2024-12-12 17:11:59,289][demucs.solver][INFO] - Valid | Epoch 522 | 10/20 | 2.52 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.180
[2024-12-12 17:11:59,638][demucs.solver][INFO] - Valid | Epoch 522 | 11/20 | 2.55 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.179
[2024-12-12 17:12:00,210][demucs.solver][INFO] - Valid | Epoch 522 | 12/20 | 2.46 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.159
[2024-12-12 17:12:00,893][demucs.solver][INFO] - Valid | Epoch 522 | 13/20 | 2.35 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.161
[2024-12-12 17:12:01,186][demucs.solver][INFO] - Valid | Epoch 522 | 14/20 | 2.40 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.168
[2024-12-12 17:12:01,611][demucs.solver][INFO] - Valid | Epoch 522 | 15/20 | 2.39 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.174
[2024-12-12 17:12:01,944][demucs.solver][INFO] - Valid | Epoch 522 | 16/20 | 2.42 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.181
[2024-12-12 17:12:02,222][demucs.solver][INFO] - Valid | Epoch 522 | 17/20 | 2.47 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.190
[2024-12-12 17:12:02,523][demucs.solver][INFO] - Valid | Epoch 522 | 18/20 | 2.50 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.163
[2024-12-12 17:12:02,860][demucs.solver][INFO] - Valid | Epoch 522 | 19/20 | 2.52 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.174
[2024-12-12 17:12:03,205][demucs.solver][INFO] - Valid Summary | Epoch 522 | Loss=0.5414 | Reco=0.5414 | Nsdr=1.174 | Best=0.5301 | Bname=main
[2024-12-12 17:12:04,687][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:12:04,687][demucs.solver][INFO] - Training...
[2024-12-12 17:12:13,393][demucs.solver][INFO] - Train | Epoch 523 | 1/14 | 0.28 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.0845
[2024-12-12 17:12:14,069][demucs.solver][INFO] - Train | Epoch 523 | 2/14 | 0.38 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.8353
[2024-12-12 17:12:14,727][demucs.solver][INFO] - Train | Epoch 523 | 3/14 | 0.47 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.7431
[2024-12-12 17:12:15,717][demucs.solver][INFO] - Train | Epoch 523 | 4/14 | 0.53 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.7884
[2024-12-12 17:12:16,411][demucs.solver][INFO] - Train | Epoch 523 | 5/14 | 0.59 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.9149
[2024-12-12 17:12:17,080][demucs.solver][INFO] - Train | Epoch 523 | 6/14 | 0.65 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.0701
[2024-12-12 17:12:17,729][demucs.solver][INFO] - Train | Epoch 523 | 7/14 | 0.70 it/sec | Loss 0.2344 | Reco 0.2344 | Grad 1.0421
[2024-12-12 17:12:18,368][demucs.solver][INFO] - Train | Epoch 523 | 8/14 | 0.74 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 1.0432
[2024-12-12 17:12:19,008][demucs.solver][INFO] - Train | Epoch 523 | 9/14 | 0.78 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.2143
[2024-12-12 17:12:19,652][demucs.solver][INFO] - Train | Epoch 523 | 10/14 | 0.82 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.2581
[2024-12-12 17:12:20,290][demucs.solver][INFO] - Train | Epoch 523 | 11/14 | 0.85 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.3021
[2024-12-12 17:12:20,923][demucs.solver][INFO] - Train | Epoch 523 | 12/14 | 0.89 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.3731
[2024-12-12 17:12:21,556][demucs.solver][INFO] - Train | Epoch 523 | 13/14 | 0.91 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.3251
[2024-12-12 17:12:21,884][demucs.solver][INFO] - Train Summary | Epoch 523 | Loss=0.2424 | Reco=0.2424 | Grad=1.3251
[2024-12-12 17:12:21,885][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:12:21,885][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:12:25,559][demucs.solver][INFO] - Valid | Epoch 523 | 1/20 | 0.95 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.219
[2024-12-12 17:12:26,470][demucs.solver][INFO] - Valid | Epoch 523 | 2/20 | 0.99 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.032
[2024-12-12 17:12:27,351][demucs.solver][INFO] - Valid | Epoch 523 | 3/20 | 1.03 it/sec | Loss 0.4940 | Reco 0.4940 | Nsdr 1.104
[2024-12-12 17:12:28,218][demucs.solver][INFO] - Valid | Epoch 523 | 4/20 | 1.05 it/sec | Loss 0.5118 | Reco 0.5118 | Nsdr 1.139
[2024-12-12 17:12:28,848][demucs.solver][INFO] - Valid | Epoch 523 | 5/20 | 1.11 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.122
[2024-12-12 17:12:29,025][demucs.solver][INFO] - Valid | Epoch 523 | 6/20 | 1.26 it/sec | Loss 0.5178 | Reco 0.5178 | Nsdr 1.141
[2024-12-12 17:12:29,218][demucs.solver][INFO] - Valid | Epoch 523 | 7/20 | 1.39 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.156
[2024-12-12 17:12:29,410][demucs.solver][INFO] - Valid | Epoch 523 | 8/20 | 1.51 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.147
[2024-12-12 17:12:29,601][demucs.solver][INFO] - Valid | Epoch 523 | 9/20 | 1.63 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.164
[2024-12-12 17:12:29,775][demucs.solver][INFO] - Valid | Epoch 523 | 10/20 | 1.74 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.150
[2024-12-12 17:12:29,964][demucs.solver][INFO] - Valid | Epoch 523 | 11/20 | 1.84 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.149
[2024-12-12 17:12:30,172][demucs.solver][INFO] - Valid | Epoch 523 | 12/20 | 1.93 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.130
[2024-12-12 17:12:30,376][demucs.solver][INFO] - Valid | Epoch 523 | 13/20 | 2.02 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.133
[2024-12-12 17:12:30,582][demucs.solver][INFO] - Valid | Epoch 523 | 14/20 | 2.10 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.141
[2024-12-12 17:12:30,787][demucs.solver][INFO] - Valid | Epoch 523 | 15/20 | 2.18 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.146
[2024-12-12 17:12:30,965][demucs.solver][INFO] - Valid | Epoch 523 | 16/20 | 2.26 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.153
[2024-12-12 17:12:31,155][demucs.solver][INFO] - Valid | Epoch 523 | 17/20 | 2.34 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.161
[2024-12-12 17:12:31,332][demucs.solver][INFO] - Valid | Epoch 523 | 18/20 | 2.41 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.134
[2024-12-12 17:12:31,508][demucs.solver][INFO] - Valid | Epoch 523 | 19/20 | 2.48 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.145
[2024-12-12 17:12:31,935][demucs.solver][INFO] - Valid Summary | Epoch 523 | Loss=0.5439 | Reco=0.5439 | Nsdr=1.145 | Best=0.5301 | Bname=main
[2024-12-12 17:12:33,403][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:12:33,403][demucs.solver][INFO] - Training...
[2024-12-12 17:12:44,759][demucs.solver][INFO] - Train | Epoch 524 | 1/14 | 0.20 it/sec | Loss 0.2260 | Reco 0.2260 | Grad 2.9350
[2024-12-12 17:12:45,402][demucs.solver][INFO] - Train | Epoch 524 | 2/14 | 0.29 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 3.2622
[2024-12-12 17:12:46,050][demucs.solver][INFO] - Train | Epoch 524 | 3/14 | 0.36 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 2.5771
[2024-12-12 17:12:46,705][demucs.solver][INFO] - Train | Epoch 524 | 4/14 | 0.43 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.5120
[2024-12-12 17:12:47,351][demucs.solver][INFO] - Train | Epoch 524 | 5/14 | 0.48 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.2279
[2024-12-12 17:12:47,993][demucs.solver][INFO] - Train | Epoch 524 | 6/14 | 0.54 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 2.1598
[2024-12-12 17:12:48,630][demucs.solver][INFO] - Train | Epoch 524 | 7/14 | 0.59 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.9056
[2024-12-12 17:12:49,265][demucs.solver][INFO] - Train | Epoch 524 | 8/14 | 0.63 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.7547
[2024-12-12 17:12:49,899][demucs.solver][INFO] - Train | Epoch 524 | 9/14 | 0.67 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.7005
[2024-12-12 17:12:50,536][demucs.solver][INFO] - Train | Epoch 524 | 10/14 | 0.71 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.5863
[2024-12-12 17:12:51,175][demucs.solver][INFO] - Train | Epoch 524 | 11/14 | 0.74 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.5964
[2024-12-12 17:12:51,812][demucs.solver][INFO] - Train | Epoch 524 | 12/14 | 0.77 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.4974
[2024-12-12 17:12:52,445][demucs.solver][INFO] - Train | Epoch 524 | 13/14 | 0.80 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.4582
[2024-12-12 17:12:52,787][demucs.solver][INFO] - Train Summary | Epoch 524 | Loss=0.2417 | Reco=0.2417 | Grad=1.4582
[2024-12-12 17:12:52,787][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:12:52,787][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:12:55,155][demucs.solver][INFO] - Valid | Epoch 524 | 1/20 | 2.60 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.294
[2024-12-12 17:12:55,365][demucs.solver][INFO] - Valid | Epoch 524 | 2/20 | 3.06 it/sec | Loss 0.4457 | Reco 0.4457 | Nsdr 1.083
[2024-12-12 17:12:55,555][demucs.solver][INFO] - Valid | Epoch 524 | 3/20 | 3.42 it/sec | Loss 0.4889 | Reco 0.4889 | Nsdr 1.166
[2024-12-12 17:12:55,727][demucs.solver][INFO] - Valid | Epoch 524 | 4/20 | 3.73 it/sec | Loss 0.5059 | Reco 0.5059 | Nsdr 1.209
[2024-12-12 17:12:55,916][demucs.solver][INFO] - Valid | Epoch 524 | 5/20 | 3.92 it/sec | Loss 0.5270 | Reco 0.5270 | Nsdr 1.206
[2024-12-12 17:12:56,106][demucs.solver][INFO] - Valid | Epoch 524 | 6/20 | 4.07 it/sec | Loss 0.5113 | Reco 0.5113 | Nsdr 1.221
[2024-12-12 17:12:56,295][demucs.solver][INFO] - Valid | Epoch 524 | 7/20 | 4.19 it/sec | Loss 0.5318 | Reco 0.5318 | Nsdr 1.241
[2024-12-12 17:12:56,502][demucs.solver][INFO] - Valid | Epoch 524 | 8/20 | 4.25 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.240
[2024-12-12 17:12:56,690][demucs.solver][INFO] - Valid | Epoch 524 | 9/20 | 4.34 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.257
[2024-12-12 17:12:56,896][demucs.solver][INFO] - Valid | Epoch 524 | 10/20 | 4.38 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.238
[2024-12-12 17:12:57,065][demucs.solver][INFO] - Valid | Epoch 524 | 11/20 | 4.48 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.234
[2024-12-12 17:12:57,252][demucs.solver][INFO] - Valid | Epoch 524 | 12/20 | 4.54 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.212
[2024-12-12 17:12:57,436][demucs.solver][INFO] - Valid | Epoch 524 | 13/20 | 4.59 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.214
[2024-12-12 17:12:57,624][demucs.solver][INFO] - Valid | Epoch 524 | 14/20 | 4.63 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.222
[2024-12-12 17:12:57,809][demucs.solver][INFO] - Valid | Epoch 524 | 15/20 | 4.67 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.229
[2024-12-12 17:12:57,965][demucs.solver][INFO] - Valid | Epoch 524 | 16/20 | 4.75 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.236
[2024-12-12 17:12:58,153][demucs.solver][INFO] - Valid | Epoch 524 | 17/20 | 4.78 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.242
[2024-12-12 17:12:58,340][demucs.solver][INFO] - Valid | Epoch 524 | 18/20 | 4.81 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.211
[2024-12-12 17:12:58,494][demucs.solver][INFO] - Valid | Epoch 524 | 19/20 | 4.87 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.224
[2024-12-12 17:12:58,887][demucs.solver][INFO] - Valid Summary | Epoch 524 | Loss=0.5376 | Reco=0.5376 | Nsdr=1.224 | Best=0.5301 | Bname=main
[2024-12-12 17:13:00,262][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:13:00,262][demucs.solver][INFO] - Training...
[2024-12-12 17:13:09,778][demucs.solver][INFO] - Train | Epoch 525 | 1/14 | 0.26 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.4298
[2024-12-12 17:13:10,424][demucs.solver][INFO] - Train | Epoch 525 | 2/14 | 0.36 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 1.0964
[2024-12-12 17:13:11,073][demucs.solver][INFO] - Train | Epoch 525 | 3/14 | 0.44 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 0.9852
[2024-12-12 17:13:11,718][demucs.solver][INFO] - Train | Epoch 525 | 4/14 | 0.52 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 0.8329
[2024-12-12 17:13:12,366][demucs.solver][INFO] - Train | Epoch 525 | 5/14 | 0.58 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 1.1323
[2024-12-12 17:13:13,018][demucs.solver][INFO] - Train | Epoch 525 | 6/14 | 0.64 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 1.1004
[2024-12-12 17:13:13,652][demucs.solver][INFO] - Train | Epoch 525 | 7/14 | 0.69 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.3944
[2024-12-12 17:13:14,289][demucs.solver][INFO] - Train | Epoch 525 | 8/14 | 0.73 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 1.5166
[2024-12-12 17:13:14,928][demucs.solver][INFO] - Train | Epoch 525 | 9/14 | 0.77 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.6654
[2024-12-12 17:13:15,566][demucs.solver][INFO] - Train | Epoch 525 | 10/14 | 0.81 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 1.7460
[2024-12-12 17:13:16,202][demucs.solver][INFO] - Train | Epoch 525 | 11/14 | 0.85 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 1.7402
[2024-12-12 17:13:16,839][demucs.solver][INFO] - Train | Epoch 525 | 12/14 | 0.88 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 1.9087
[2024-12-12 17:13:17,472][demucs.solver][INFO] - Train | Epoch 525 | 13/14 | 0.91 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 1.9614
[2024-12-12 17:13:17,810][demucs.solver][INFO] - Train Summary | Epoch 525 | Loss=0.2502 | Reco=0.2502 | Grad=1.9614
[2024-12-12 17:13:17,810][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:13:17,810][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:13:19,958][demucs.solver][INFO] - Valid | Epoch 525 | 1/20 | 3.44 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.257
[2024-12-12 17:13:20,282][demucs.solver][INFO] - Valid | Epoch 525 | 2/20 | 3.31 it/sec | Loss 0.4481 | Reco 0.4481 | Nsdr 1.059
[2024-12-12 17:13:20,547][demucs.solver][INFO] - Valid | Epoch 525 | 3/20 | 3.42 it/sec | Loss 0.4923 | Reco 0.4923 | Nsdr 1.140
[2024-12-12 17:13:20,758][demucs.solver][INFO] - Valid | Epoch 525 | 4/20 | 3.62 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.173
[2024-12-12 17:13:20,974][demucs.solver][INFO] - Valid | Epoch 525 | 5/20 | 3.76 it/sec | Loss 0.5317 | Reco 0.5317 | Nsdr 1.158
[2024-12-12 17:13:21,273][demucs.solver][INFO] - Valid | Epoch 525 | 6/20 | 3.69 it/sec | Loss 0.5156 | Reco 0.5156 | Nsdr 1.175
[2024-12-12 17:13:21,460][demucs.solver][INFO] - Valid | Epoch 525 | 7/20 | 3.84 it/sec | Loss 0.5365 | Reco 0.5365 | Nsdr 1.193
[2024-12-12 17:13:21,645][demucs.solver][INFO] - Valid | Epoch 525 | 8/20 | 3.97 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.189
[2024-12-12 17:13:21,814][demucs.solver][INFO] - Valid | Epoch 525 | 9/20 | 4.10 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.207
[2024-12-12 17:13:21,967][demucs.solver][INFO] - Valid | Epoch 525 | 10/20 | 4.25 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.192
[2024-12-12 17:13:22,177][demucs.solver][INFO] - Valid | Epoch 525 | 11/20 | 4.29 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.190
[2024-12-12 17:13:22,365][demucs.solver][INFO] - Valid | Epoch 525 | 12/20 | 4.35 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.169
[2024-12-12 17:13:22,569][demucs.solver][INFO] - Valid | Epoch 525 | 13/20 | 4.39 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.169
[2024-12-12 17:13:22,772][demucs.solver][INFO] - Valid | Epoch 525 | 14/20 | 4.42 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.177
[2024-12-12 17:13:22,975][demucs.solver][INFO] - Valid | Epoch 525 | 15/20 | 4.45 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.184
[2024-12-12 17:13:23,162][demucs.solver][INFO] - Valid | Epoch 525 | 16/20 | 4.49 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.189
[2024-12-12 17:13:23,366][demucs.solver][INFO] - Valid | Epoch 525 | 17/20 | 4.51 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.199
[2024-12-12 17:13:23,553][demucs.solver][INFO] - Valid | Epoch 525 | 18/20 | 4.55 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.170
[2024-12-12 17:13:23,727][demucs.solver][INFO] - Valid | Epoch 525 | 19/20 | 4.60 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.183
[2024-12-12 17:13:24,116][demucs.solver][INFO] - Valid Summary | Epoch 525 | Loss=0.5415 | Reco=0.5415 | Nsdr=1.183 | Best=0.5301 | Bname=main
[2024-12-12 17:13:25,625][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:13:25,625][demucs.solver][INFO] - Training...
[2024-12-12 17:13:35,579][demucs.solver][INFO] - Train | Epoch 526 | 1/14 | 0.24 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 3.0372
[2024-12-12 17:13:36,224][demucs.solver][INFO] - Train | Epoch 526 | 2/14 | 0.33 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 2.3556
[2024-12-12 17:13:37,024][demucs.solver][INFO] - Train | Epoch 526 | 3/14 | 0.41 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.3203
[2024-12-12 17:13:37,678][demucs.solver][INFO] - Train | Epoch 526 | 4/14 | 0.48 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.2710
[2024-12-12 17:13:38,326][demucs.solver][INFO] - Train | Epoch 526 | 5/14 | 0.54 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.9982
[2024-12-12 17:13:38,971][demucs.solver][INFO] - Train | Epoch 526 | 6/14 | 0.60 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.1322
[2024-12-12 17:13:39,617][demucs.solver][INFO] - Train | Epoch 526 | 7/14 | 0.65 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 2.2216
[2024-12-12 17:13:40,254][demucs.solver][INFO] - Train | Epoch 526 | 8/14 | 0.69 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.0707
[2024-12-12 17:13:40,888][demucs.solver][INFO] - Train | Epoch 526 | 9/14 | 0.73 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 2.2578
[2024-12-12 17:13:41,522][demucs.solver][INFO] - Train | Epoch 526 | 10/14 | 0.77 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.2789
[2024-12-12 17:13:42,156][demucs.solver][INFO] - Train | Epoch 526 | 11/14 | 0.80 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 2.2900
[2024-12-12 17:13:42,790][demucs.solver][INFO] - Train | Epoch 526 | 12/14 | 0.84 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.2754
[2024-12-12 17:13:43,427][demucs.solver][INFO] - Train | Epoch 526 | 13/14 | 0.86 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.1540
[2024-12-12 17:13:43,746][demucs.solver][INFO] - Train Summary | Epoch 526 | Loss=0.2488 | Reco=0.2488 | Grad=2.1540
[2024-12-12 17:13:43,747][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:13:43,747][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:13:46,200][demucs.solver][INFO] - Valid | Epoch 526 | 1/20 | 3.07 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.257
[2024-12-12 17:13:46,392][demucs.solver][INFO] - Valid | Epoch 526 | 2/20 | 3.56 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.053
[2024-12-12 17:13:46,564][demucs.solver][INFO] - Valid | Epoch 526 | 3/20 | 3.94 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.134
[2024-12-12 17:13:46,755][demucs.solver][INFO] - Valid | Epoch 526 | 4/20 | 4.15 it/sec | Loss 0.5095 | Reco 0.5095 | Nsdr 1.179
[2024-12-12 17:13:46,960][demucs.solver][INFO] - Valid | Epoch 526 | 5/20 | 4.25 it/sec | Loss 0.5306 | Reco 0.5306 | Nsdr 1.177
[2024-12-12 17:13:47,170][demucs.solver][INFO] - Valid | Epoch 526 | 6/20 | 4.32 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.193
[2024-12-12 17:13:47,373][demucs.solver][INFO] - Valid | Epoch 526 | 7/20 | 4.39 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.211
[2024-12-12 17:13:47,546][demucs.solver][INFO] - Valid | Epoch 526 | 8/20 | 4.51 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.208
[2024-12-12 17:13:47,753][demucs.solver][INFO] - Valid | Epoch 526 | 9/20 | 4.54 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.227
[2024-12-12 17:13:47,944][demucs.solver][INFO] - Valid | Epoch 526 | 10/20 | 4.59 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.206
[2024-12-12 17:13:48,098][demucs.solver][INFO] - Valid | Epoch 526 | 11/20 | 4.71 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.202
[2024-12-12 17:13:48,288][demucs.solver][INFO] - Valid | Epoch 526 | 12/20 | 4.75 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.182
[2024-12-12 17:13:48,491][demucs.solver][INFO] - Valid | Epoch 526 | 13/20 | 4.76 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.185
[2024-12-12 17:13:48,693][demucs.solver][INFO] - Valid | Epoch 526 | 14/20 | 4.77 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.193
[2024-12-12 17:13:48,878][demucs.solver][INFO] - Valid | Epoch 526 | 15/20 | 4.81 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.200
[2024-12-12 17:13:49,063][demucs.solver][INFO] - Valid | Epoch 526 | 16/20 | 4.84 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.205
[2024-12-12 17:13:49,248][demucs.solver][INFO] - Valid | Epoch 526 | 17/20 | 4.87 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.211
[2024-12-12 17:13:49,420][demucs.solver][INFO] - Valid | Epoch 526 | 18/20 | 4.91 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.181
[2024-12-12 17:13:49,620][demucs.solver][INFO] - Valid | Epoch 526 | 19/20 | 4.91 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.193
[2024-12-12 17:13:49,999][demucs.solver][INFO] - Valid Summary | Epoch 526 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.193 | Best=0.5301 | Bname=main
[2024-12-12 17:13:51,420][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:13:51,421][demucs.solver][INFO] - Training...
[2024-12-12 17:14:02,032][demucs.solver][INFO] - Train | Epoch 527 | 1/14 | 0.22 it/sec | Loss 0.2200 | Reco 0.2200 | Grad 3.1509
[2024-12-12 17:14:02,674][demucs.solver][INFO] - Train | Epoch 527 | 2/14 | 0.31 it/sec | Loss 0.2288 | Reco 0.2288 | Grad 2.7733
[2024-12-12 17:14:03,327][demucs.solver][INFO] - Train | Epoch 527 | 3/14 | 0.39 it/sec | Loss 0.2295 | Reco 0.2295 | Grad 3.0565
[2024-12-12 17:14:03,970][demucs.solver][INFO] - Train | Epoch 527 | 4/14 | 0.46 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 3.0838
[2024-12-12 17:14:04,609][demucs.solver][INFO] - Train | Epoch 527 | 5/14 | 0.52 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 3.2413
[2024-12-12 17:14:05,247][demucs.solver][INFO] - Train | Epoch 527 | 6/14 | 0.57 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 2.8355
[2024-12-12 17:14:05,889][demucs.solver][INFO] - Train | Epoch 527 | 7/14 | 0.62 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 2.6088
[2024-12-12 17:14:06,526][demucs.solver][INFO] - Train | Epoch 527 | 8/14 | 0.67 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 2.7017
[2024-12-12 17:14:07,164][demucs.solver][INFO] - Train | Epoch 527 | 9/14 | 0.71 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 2.8284
[2024-12-12 17:14:07,804][demucs.solver][INFO] - Train | Epoch 527 | 10/14 | 0.74 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 2.7641
[2024-12-12 17:14:08,439][demucs.solver][INFO] - Train | Epoch 527 | 11/14 | 0.78 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 2.7642
[2024-12-12 17:14:09,076][demucs.solver][INFO] - Train | Epoch 527 | 12/14 | 0.81 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.8107
[2024-12-12 17:14:09,713][demucs.solver][INFO] - Train | Epoch 527 | 13/14 | 0.84 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.9854
[2024-12-12 17:14:10,050][demucs.solver][INFO] - Train Summary | Epoch 527 | Loss=0.2445 | Reco=0.2445 | Grad=2.9854
[2024-12-12 17:14:10,051][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:14:10,051][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:14:12,419][demucs.solver][INFO] - Valid | Epoch 527 | 1/20 | 3.42 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.280
[2024-12-12 17:14:12,610][demucs.solver][INFO] - Valid | Epoch 527 | 2/20 | 3.87 it/sec | Loss 0.4468 | Reco 0.4468 | Nsdr 1.077
[2024-12-12 17:14:12,801][demucs.solver][INFO] - Valid | Epoch 527 | 3/20 | 4.13 it/sec | Loss 0.4905 | Reco 0.4905 | Nsdr 1.151
[2024-12-12 17:14:13,012][demucs.solver][INFO] - Valid | Epoch 527 | 4/20 | 4.24 it/sec | Loss 0.5079 | Reco 0.5079 | Nsdr 1.191
[2024-12-12 17:14:13,218][demucs.solver][INFO] - Valid | Epoch 527 | 5/20 | 4.33 it/sec | Loss 0.5293 | Reco 0.5293 | Nsdr 1.185
[2024-12-12 17:14:13,426][demucs.solver][INFO] - Valid | Epoch 527 | 6/20 | 4.40 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.201
[2024-12-12 17:14:13,632][demucs.solver][INFO] - Valid | Epoch 527 | 7/20 | 4.45 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.218
[2024-12-12 17:14:13,825][demucs.solver][INFO] - Valid | Epoch 527 | 8/20 | 4.52 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.217
[2024-12-12 17:14:14,034][demucs.solver][INFO] - Valid | Epoch 527 | 9/20 | 4.55 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.234
[2024-12-12 17:14:14,203][demucs.solver][INFO] - Valid | Epoch 527 | 10/20 | 4.64 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.217
[2024-12-12 17:14:14,407][demucs.solver][INFO] - Valid | Epoch 527 | 11/20 | 4.66 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.214
[2024-12-12 17:14:14,599][demucs.solver][INFO] - Valid | Epoch 527 | 12/20 | 4.70 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.193
[2024-12-12 17:14:14,791][demucs.solver][INFO] - Valid | Epoch 527 | 13/20 | 4.73 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.194
[2024-12-12 17:14:14,995][demucs.solver][INFO] - Valid | Epoch 527 | 14/20 | 4.74 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.200
[2024-12-12 17:14:15,198][demucs.solver][INFO] - Valid | Epoch 527 | 15/20 | 4.76 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.207
[2024-12-12 17:14:15,384][demucs.solver][INFO] - Valid | Epoch 527 | 16/20 | 4.79 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.212
[2024-12-12 17:14:15,538][demucs.solver][INFO] - Valid | Epoch 527 | 17/20 | 4.86 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.219
[2024-12-12 17:14:15,694][demucs.solver][INFO] - Valid | Epoch 527 | 18/20 | 4.92 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.190
[2024-12-12 17:14:15,882][demucs.solver][INFO] - Valid | Epoch 527 | 19/20 | 4.94 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.202
[2024-12-12 17:14:16,251][demucs.solver][INFO] - Valid Summary | Epoch 527 | Loss=0.5396 | Reco=0.5396 | Nsdr=1.202 | Best=0.5301 | Bname=main
[2024-12-12 17:14:17,719][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:14:17,720][demucs.solver][INFO] - Training...
[2024-12-12 17:14:26,635][demucs.solver][INFO] - Train | Epoch 528 | 1/14 | 0.28 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 2.7820
[2024-12-12 17:14:27,285][demucs.solver][INFO] - Train | Epoch 528 | 2/14 | 0.38 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.4336
[2024-12-12 17:14:27,940][demucs.solver][INFO] - Train | Epoch 528 | 3/14 | 0.47 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 2.8216
[2024-12-12 17:14:28,586][demucs.solver][INFO] - Train | Epoch 528 | 4/14 | 0.55 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 3.1709
[2024-12-12 17:14:29,237][demucs.solver][INFO] - Train | Epoch 528 | 5/14 | 0.61 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 3.1487
[2024-12-12 17:14:29,885][demucs.solver][INFO] - Train | Epoch 528 | 6/14 | 0.67 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 2.8589
[2024-12-12 17:14:30,532][demucs.solver][INFO] - Train | Epoch 528 | 7/14 | 0.72 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.7115
[2024-12-12 17:14:31,403][demucs.solver][INFO] - Train | Epoch 528 | 8/14 | 0.75 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.8331
[2024-12-12 17:14:32,059][demucs.solver][INFO] - Train | Epoch 528 | 9/14 | 0.79 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.6856
[2024-12-12 17:14:32,767][demucs.solver][INFO] - Train | Epoch 528 | 10/14 | 0.82 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 2.5194
[2024-12-12 17:14:33,850][demucs.solver][INFO] - Train | Epoch 528 | 11/14 | 0.83 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 2.3331
[2024-12-12 17:14:35,041][demucs.solver][INFO] - Train | Epoch 528 | 12/14 | 0.83 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 2.2221
[2024-12-12 17:14:36,195][demucs.solver][INFO] - Train | Epoch 528 | 13/14 | 0.83 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 2.1446
[2024-12-12 17:14:36,546][demucs.solver][INFO] - Train Summary | Epoch 528 | Loss=0.2500 | Reco=0.2500 | Grad=2.1446
[2024-12-12 17:14:36,546][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:14:36,547][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:14:39,289][demucs.solver][INFO] - Valid | Epoch 528 | 1/20 | 2.57 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.293
[2024-12-12 17:14:39,602][demucs.solver][INFO] - Valid | Epoch 528 | 2/20 | 2.75 it/sec | Loss 0.4474 | Reco 0.4474 | Nsdr 1.079
[2024-12-12 17:14:39,811][demucs.solver][INFO] - Valid | Epoch 528 | 3/20 | 3.08 it/sec | Loss 0.4911 | Reco 0.4911 | Nsdr 1.166
[2024-12-12 17:14:40,043][demucs.solver][INFO] - Valid | Epoch 528 | 4/20 | 3.26 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.209
[2024-12-12 17:14:40,270][demucs.solver][INFO] - Valid | Epoch 528 | 5/20 | 3.41 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 1.202
[2024-12-12 17:14:40,516][demucs.solver][INFO] - Valid | Epoch 528 | 6/20 | 3.49 it/sec | Loss 0.5130 | Reco 0.5130 | Nsdr 1.219
[2024-12-12 17:14:40,731][demucs.solver][INFO] - Valid | Epoch 528 | 7/20 | 3.60 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.240
[2024-12-12 17:14:40,945][demucs.solver][INFO] - Valid | Epoch 528 | 8/20 | 3.70 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.238
[2024-12-12 17:14:41,230][demucs.solver][INFO] - Valid | Epoch 528 | 9/20 | 3.68 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.258
[2024-12-12 17:14:41,489][demucs.solver][INFO] - Valid | Epoch 528 | 10/20 | 3.69 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.241
[2024-12-12 17:14:41,708][demucs.solver][INFO] - Valid | Epoch 528 | 11/20 | 3.75 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.238
[2024-12-12 17:14:41,898][demucs.solver][INFO] - Valid | Epoch 528 | 12/20 | 3.84 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.216
[2024-12-12 17:14:42,095][demucs.solver][INFO] - Valid | Epoch 528 | 13/20 | 3.91 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.216
[2024-12-12 17:14:42,284][demucs.solver][INFO] - Valid | Epoch 528 | 14/20 | 3.97 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.223
[2024-12-12 17:14:42,475][demucs.solver][INFO] - Valid | Epoch 528 | 15/20 | 4.04 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.231
[2024-12-12 17:14:42,664][demucs.solver][INFO] - Valid | Epoch 528 | 16/20 | 4.09 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.236
[2024-12-12 17:14:42,850][demucs.solver][INFO] - Valid | Epoch 528 | 17/20 | 4.15 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.244
[2024-12-12 17:14:43,004][demucs.solver][INFO] - Valid | Epoch 528 | 18/20 | 4.23 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.213
[2024-12-12 17:14:43,211][demucs.solver][INFO] - Valid | Epoch 528 | 19/20 | 4.25 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.226
[2024-12-12 17:14:43,606][demucs.solver][INFO] - Valid Summary | Epoch 528 | Loss=0.5388 | Reco=0.5388 | Nsdr=1.226 | Best=0.5301 | Bname=main
[2024-12-12 17:14:45,097][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:14:45,098][demucs.solver][INFO] - Training...
[2024-12-12 17:14:54,510][demucs.solver][INFO] - Train | Epoch 529 | 1/14 | 0.26 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.3322
[2024-12-12 17:14:55,160][demucs.solver][INFO] - Train | Epoch 529 | 2/14 | 0.36 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 1.9099
[2024-12-12 17:14:55,803][demucs.solver][INFO] - Train | Epoch 529 | 3/14 | 0.44 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 1.7806
[2024-12-12 17:14:56,444][demucs.solver][INFO] - Train | Epoch 529 | 4/14 | 0.52 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 1.9092
[2024-12-12 17:14:57,088][demucs.solver][INFO] - Train | Epoch 529 | 5/14 | 0.58 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.7316
[2024-12-12 17:14:57,730][demucs.solver][INFO] - Train | Epoch 529 | 6/14 | 0.64 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.7247
[2024-12-12 17:14:58,374][demucs.solver][INFO] - Train | Epoch 529 | 7/14 | 0.69 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.6355
[2024-12-12 17:14:59,021][demucs.solver][INFO] - Train | Epoch 529 | 8/14 | 0.73 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.6909
[2024-12-12 17:14:59,668][demucs.solver][INFO] - Train | Epoch 529 | 9/14 | 0.77 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.8290
[2024-12-12 17:15:00,305][demucs.solver][INFO] - Train | Epoch 529 | 10/14 | 0.81 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.7327
[2024-12-12 17:15:00,945][demucs.solver][INFO] - Train | Epoch 529 | 11/14 | 0.85 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.6186
[2024-12-12 17:15:01,584][demucs.solver][INFO] - Train | Epoch 529 | 12/14 | 0.88 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.6629
[2024-12-12 17:15:02,222][demucs.solver][INFO] - Train | Epoch 529 | 13/14 | 0.91 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.6061
[2024-12-12 17:15:02,649][demucs.solver][INFO] - Train Summary | Epoch 529 | Loss=0.2427 | Reco=0.2427 | Grad=1.6061
[2024-12-12 17:15:02,650][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:15:02,650][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:15:05,024][demucs.solver][INFO] - Valid | Epoch 529 | 1/20 | 3.41 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.206
[2024-12-12 17:15:05,218][demucs.solver][INFO] - Valid | Epoch 529 | 2/20 | 3.84 it/sec | Loss 0.4516 | Reco 0.4516 | Nsdr 1.019
[2024-12-12 17:15:05,411][demucs.solver][INFO] - Valid | Epoch 529 | 3/20 | 4.11 it/sec | Loss 0.4964 | Reco 0.4964 | Nsdr 1.087
[2024-12-12 17:15:05,605][demucs.solver][INFO] - Valid | Epoch 529 | 4/20 | 4.28 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.122
[2024-12-12 17:15:05,799][demucs.solver][INFO] - Valid | Epoch 529 | 5/20 | 4.41 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.108
[2024-12-12 17:15:05,989][demucs.solver][INFO] - Valid | Epoch 529 | 6/20 | 4.51 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.128
[2024-12-12 17:15:06,166][demucs.solver][INFO] - Valid | Epoch 529 | 7/20 | 4.63 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.141
[2024-12-12 17:15:06,354][demucs.solver][INFO] - Valid | Epoch 529 | 8/20 | 4.70 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.135
[2024-12-12 17:15:06,530][demucs.solver][INFO] - Valid | Epoch 529 | 9/20 | 4.78 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.149
[2024-12-12 17:15:06,735][demucs.solver][INFO] - Valid | Epoch 529 | 10/20 | 4.79 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.135
[2024-12-12 17:15:06,889][demucs.solver][INFO] - Valid | Epoch 529 | 11/20 | 4.89 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.135
[2024-12-12 17:15:07,099][demucs.solver][INFO] - Valid | Epoch 529 | 12/20 | 4.88 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.117
[2024-12-12 17:15:07,272][demucs.solver][INFO] - Valid | Epoch 529 | 13/20 | 4.94 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.121
[2024-12-12 17:15:07,461][demucs.solver][INFO] - Valid | Epoch 529 | 14/20 | 4.96 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.127
[2024-12-12 17:15:07,655][demucs.solver][INFO] - Valid | Epoch 529 | 15/20 | 4.97 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.134
[2024-12-12 17:15:07,830][demucs.solver][INFO] - Valid | Epoch 529 | 16/20 | 5.01 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.140
[2024-12-12 17:15:08,003][demucs.solver][INFO] - Valid | Epoch 529 | 17/20 | 5.05 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.148
[2024-12-12 17:15:08,194][demucs.solver][INFO] - Valid | Epoch 529 | 18/20 | 5.06 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.121
[2024-12-12 17:15:08,383][demucs.solver][INFO] - Valid | Epoch 529 | 19/20 | 5.07 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.131
[2024-12-12 17:15:08,812][demucs.solver][INFO] - Valid Summary | Epoch 529 | Loss=0.5459 | Reco=0.5459 | Nsdr=1.131 | Best=0.5301 | Bname=main
[2024-12-12 17:15:10,188][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:15:10,188][demucs.solver][INFO] - Training...
[2024-12-12 17:15:18,358][demucs.solver][INFO] - Train | Epoch 530 | 1/14 | 0.31 it/sec | Loss 0.2199 | Reco 0.2199 | Grad 0.8475
[2024-12-12 17:15:19,030][demucs.solver][INFO] - Train | Epoch 530 | 2/14 | 0.42 it/sec | Loss 0.2203 | Reco 0.2203 | Grad 0.9889
[2024-12-12 17:15:21,496][demucs.solver][INFO] - Train | Epoch 530 | 3/14 | 0.41 it/sec | Loss 0.2258 | Reco 0.2258 | Grad 1.2569
[2024-12-12 17:15:22,146][demucs.solver][INFO] - Train | Epoch 530 | 4/14 | 0.49 it/sec | Loss 0.2274 | Reco 0.2274 | Grad 1.0591
[2024-12-12 17:15:22,811][demucs.solver][INFO] - Train | Epoch 530 | 5/14 | 0.55 it/sec | Loss 0.2298 | Reco 0.2298 | Grad 1.2687
[2024-12-12 17:15:23,468][demucs.solver][INFO] - Train | Epoch 530 | 6/14 | 0.60 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 1.2816
[2024-12-12 17:15:24,116][demucs.solver][INFO] - Train | Epoch 530 | 7/14 | 0.65 it/sec | Loss 0.2323 | Reco 0.2323 | Grad 1.4021
[2024-12-12 17:15:24,763][demucs.solver][INFO] - Train | Epoch 530 | 8/14 | 0.70 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.6877
[2024-12-12 17:15:25,405][demucs.solver][INFO] - Train | Epoch 530 | 9/14 | 0.74 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 1.6170
[2024-12-12 17:15:26,055][demucs.solver][INFO] - Train | Epoch 530 | 10/14 | 0.77 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.5308
[2024-12-12 17:15:26,698][demucs.solver][INFO] - Train | Epoch 530 | 11/14 | 0.81 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.7280
[2024-12-12 17:15:27,344][demucs.solver][INFO] - Train | Epoch 530 | 12/14 | 0.84 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.7459
[2024-12-12 17:15:28,095][demucs.solver][INFO] - Train | Epoch 530 | 13/14 | 0.86 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.6298
[2024-12-12 17:15:28,414][demucs.solver][INFO] - Train Summary | Epoch 530 | Loss=0.2419 | Reco=0.2419 | Grad=1.6298
[2024-12-12 17:15:28,415][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:15:28,415][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:15:31,158][demucs.solver][INFO] - Valid | Epoch 530 | 1/20 | 1.95 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.353
[2024-12-12 17:15:31,539][demucs.solver][INFO] - Valid | Epoch 530 | 2/20 | 2.13 it/sec | Loss 0.4435 | Reco 0.4435 | Nsdr 1.123
[2024-12-12 17:15:31,965][demucs.solver][INFO] - Valid | Epoch 530 | 3/20 | 2.18 it/sec | Loss 0.4865 | Reco 0.4865 | Nsdr 1.219
[2024-12-12 17:15:32,212][demucs.solver][INFO] - Valid | Epoch 530 | 4/20 | 2.40 it/sec | Loss 0.5031 | Reco 0.5031 | Nsdr 1.267
[2024-12-12 17:15:32,408][demucs.solver][INFO] - Valid | Epoch 530 | 5/20 | 2.64 it/sec | Loss 0.5236 | Reco 0.5236 | Nsdr 1.265
[2024-12-12 17:15:32,599][demucs.solver][INFO] - Valid | Epoch 530 | 6/20 | 2.84 it/sec | Loss 0.5079 | Reco 0.5079 | Nsdr 1.280
[2024-12-12 17:15:32,774][demucs.solver][INFO] - Valid | Epoch 530 | 7/20 | 3.03 it/sec | Loss 0.5283 | Reco 0.5283 | Nsdr 1.301
[2024-12-12 17:15:32,966][demucs.solver][INFO] - Valid | Epoch 530 | 8/20 | 3.17 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.301
[2024-12-12 17:15:33,138][demucs.solver][INFO] - Valid | Epoch 530 | 9/20 | 3.33 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.320
[2024-12-12 17:15:33,310][demucs.solver][INFO] - Valid | Epoch 530 | 10/20 | 3.46 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.298
[2024-12-12 17:15:33,486][demucs.solver][INFO] - Valid | Epoch 530 | 11/20 | 3.58 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.294
[2024-12-12 17:15:33,659][demucs.solver][INFO] - Valid | Epoch 530 | 12/20 | 3.68 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.271
[2024-12-12 17:15:33,882][demucs.solver][INFO] - Valid | Epoch 530 | 13/20 | 3.73 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.271
[2024-12-12 17:15:34,040][demucs.solver][INFO] - Valid | Epoch 530 | 14/20 | 3.84 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.279
[2024-12-12 17:15:34,228][demucs.solver][INFO] - Valid | Epoch 530 | 15/20 | 3.91 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.286
[2024-12-12 17:15:34,383][demucs.solver][INFO] - Valid | Epoch 530 | 16/20 | 4.00 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.291
[2024-12-12 17:15:34,590][demucs.solver][INFO] - Valid | Epoch 530 | 17/20 | 4.04 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.300
[2024-12-12 17:15:34,798][demucs.solver][INFO] - Valid | Epoch 530 | 18/20 | 4.07 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.267
[2024-12-12 17:15:34,975][demucs.solver][INFO] - Valid | Epoch 530 | 19/20 | 4.13 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.281
[2024-12-12 17:15:35,382][demucs.solver][INFO] - Valid Summary | Epoch 530 | Loss=0.5339 | Reco=0.5339 | Nsdr=1.281 | Best=0.5301 | Bname=main
[2024-12-12 17:15:36,807][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:15:36,807][demucs.solver][INFO] - Training...
[2024-12-12 17:15:42,561][demucs.solver][INFO] - Train | Epoch 531 | 1/14 | 0.49 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.5981
[2024-12-12 17:15:45,235][demucs.solver][INFO] - Train | Epoch 531 | 2/14 | 0.45 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.1891
[2024-12-12 17:15:45,888][demucs.solver][INFO] - Train | Epoch 531 | 3/14 | 0.54 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.3748
[2024-12-12 17:15:46,561][demucs.solver][INFO] - Train | Epoch 531 | 4/14 | 0.62 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 1.3816
[2024-12-12 17:15:47,206][demucs.solver][INFO] - Train | Epoch 531 | 5/14 | 0.69 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 1.5521
[2024-12-12 17:15:47,841][demucs.solver][INFO] - Train | Epoch 531 | 6/14 | 0.75 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.7774
[2024-12-12 17:15:48,475][demucs.solver][INFO] - Train | Epoch 531 | 7/14 | 0.80 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.7533
[2024-12-12 17:15:49,111][demucs.solver][INFO] - Train | Epoch 531 | 8/14 | 0.85 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.7031
[2024-12-12 17:15:49,750][demucs.solver][INFO] - Train | Epoch 531 | 9/14 | 0.89 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.6951
[2024-12-12 17:15:50,387][demucs.solver][INFO] - Train | Epoch 531 | 10/14 | 0.93 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.7848
[2024-12-12 17:15:51,027][demucs.solver][INFO] - Train | Epoch 531 | 11/14 | 0.96 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.7454
[2024-12-12 17:15:51,666][demucs.solver][INFO] - Train | Epoch 531 | 12/14 | 0.99 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.6917
[2024-12-12 17:15:52,304][demucs.solver][INFO] - Train | Epoch 531 | 13/14 | 1.02 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.7372
[2024-12-12 17:15:52,689][demucs.solver][INFO] - Train Summary | Epoch 531 | Loss=0.2476 | Reco=0.2476 | Grad=1.7372
[2024-12-12 17:15:52,689][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:15:52,689][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:15:54,926][demucs.solver][INFO] - Valid | Epoch 531 | 1/20 | 2.91 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.302
[2024-12-12 17:15:55,203][demucs.solver][INFO] - Valid | Epoch 531 | 2/20 | 3.11 it/sec | Loss 0.4462 | Reco 0.4462 | Nsdr 1.090
[2024-12-12 17:15:55,480][demucs.solver][INFO] - Valid | Epoch 531 | 3/20 | 3.22 it/sec | Loss 0.4897 | Reco 0.4897 | Nsdr 1.169
[2024-12-12 17:15:55,727][demucs.solver][INFO] - Valid | Epoch 531 | 4/20 | 3.36 it/sec | Loss 0.5067 | Reco 0.5067 | Nsdr 1.212
[2024-12-12 17:15:55,941][demucs.solver][INFO] - Valid | Epoch 531 | 5/20 | 3.53 it/sec | Loss 0.5280 | Reco 0.5280 | Nsdr 1.206
[2024-12-12 17:15:56,135][demucs.solver][INFO] - Valid | Epoch 531 | 6/20 | 3.69 it/sec | Loss 0.5121 | Reco 0.5121 | Nsdr 1.222
[2024-12-12 17:15:56,311][demucs.solver][INFO] - Valid | Epoch 531 | 7/20 | 3.86 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.239
[2024-12-12 17:15:56,503][demucs.solver][INFO] - Valid | Epoch 531 | 8/20 | 3.98 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.236
[2024-12-12 17:15:56,696][demucs.solver][INFO] - Valid | Epoch 531 | 9/20 | 4.07 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.254
[2024-12-12 17:15:56,888][demucs.solver][INFO] - Valid | Epoch 531 | 10/20 | 4.15 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.235
[2024-12-12 17:15:57,082][demucs.solver][INFO] - Valid | Epoch 531 | 11/20 | 4.22 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.232
[2024-12-12 17:15:57,238][demucs.solver][INFO] - Valid | Epoch 531 | 12/20 | 4.34 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.212
[2024-12-12 17:15:57,447][demucs.solver][INFO] - Valid | Epoch 531 | 13/20 | 4.36 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.214
[2024-12-12 17:15:57,653][demucs.solver][INFO] - Valid | Epoch 531 | 14/20 | 4.39 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.222
[2024-12-12 17:15:57,823][demucs.solver][INFO] - Valid | Epoch 531 | 15/20 | 4.46 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.230
[2024-12-12 17:15:58,032][demucs.solver][INFO] - Valid | Epoch 531 | 16/20 | 4.48 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.236
[2024-12-12 17:15:58,223][demucs.solver][INFO] - Valid | Epoch 531 | 17/20 | 4.52 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.243
[2024-12-12 17:15:58,395][demucs.solver][INFO] - Valid | Epoch 531 | 18/20 | 4.57 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.212
[2024-12-12 17:15:58,549][demucs.solver][INFO] - Valid | Epoch 531 | 19/20 | 4.64 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.224
[2024-12-12 17:15:58,978][demucs.solver][INFO] - Valid Summary | Epoch 531 | Loss=0.5383 | Reco=0.5383 | Nsdr=1.224 | Best=0.5301 | Bname=main
[2024-12-12 17:16:00,617][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:16:00,618][demucs.solver][INFO] - Training...
[2024-12-12 17:16:08,289][demucs.solver][INFO] - Train | Epoch 532 | 1/14 | 0.33 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 1.1917
[2024-12-12 17:16:10,585][demucs.solver][INFO] - Train | Epoch 532 | 2/14 | 0.36 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 1.5016
[2024-12-12 17:16:11,233][demucs.solver][INFO] - Train | Epoch 532 | 3/14 | 0.45 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 1.7995
[2024-12-12 17:16:11,884][demucs.solver][INFO] - Train | Epoch 532 | 4/14 | 0.52 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 1.4800
[2024-12-12 17:16:12,531][demucs.solver][INFO] - Train | Epoch 532 | 5/14 | 0.58 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 1.3491
[2024-12-12 17:16:13,175][demucs.solver][INFO] - Train | Epoch 532 | 6/14 | 0.64 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 1.4178
[2024-12-12 17:16:13,819][demucs.solver][INFO] - Train | Epoch 532 | 7/14 | 0.69 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.4520
[2024-12-12 17:16:14,456][demucs.solver][INFO] - Train | Epoch 532 | 8/14 | 0.74 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.3730
[2024-12-12 17:16:15,092][demucs.solver][INFO] - Train | Epoch 532 | 9/14 | 0.78 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.2848
[2024-12-12 17:16:15,729][demucs.solver][INFO] - Train | Epoch 532 | 10/14 | 0.82 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.2043
[2024-12-12 17:16:16,366][demucs.solver][INFO] - Train | Epoch 532 | 11/14 | 0.85 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.2851
[2024-12-12 17:16:17,005][demucs.solver][INFO] - Train | Epoch 532 | 12/14 | 0.88 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.5094
[2024-12-12 17:16:17,641][demucs.solver][INFO] - Train | Epoch 532 | 13/14 | 0.91 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.5191
[2024-12-12 17:16:17,960][demucs.solver][INFO] - Train Summary | Epoch 532 | Loss=0.2435 | Reco=0.2435 | Grad=1.5191
[2024-12-12 17:16:17,961][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:16:17,961][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:16:20,227][demucs.solver][INFO] - Valid | Epoch 532 | 1/20 | 2.85 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.357
[2024-12-12 17:16:20,425][demucs.solver][INFO] - Valid | Epoch 532 | 2/20 | 3.33 it/sec | Loss 0.4436 | Reco 0.4436 | Nsdr 1.128
[2024-12-12 17:16:20,620][demucs.solver][INFO] - Valid | Epoch 532 | 3/20 | 3.65 it/sec | Loss 0.4862 | Reco 0.4862 | Nsdr 1.224
[2024-12-12 17:16:20,816][demucs.solver][INFO] - Valid | Epoch 532 | 4/20 | 3.87 it/sec | Loss 0.5027 | Reco 0.5027 | Nsdr 1.271
[2024-12-12 17:16:20,992][demucs.solver][INFO] - Valid | Epoch 532 | 5/20 | 4.09 it/sec | Loss 0.5232 | Reco 0.5232 | Nsdr 1.269
[2024-12-12 17:16:21,169][demucs.solver][INFO] - Valid | Epoch 532 | 6/20 | 4.26 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.284
[2024-12-12 17:16:21,343][demucs.solver][INFO] - Valid | Epoch 532 | 7/20 | 4.40 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.307
[2024-12-12 17:16:21,554][demucs.solver][INFO] - Valid | Epoch 532 | 8/20 | 4.43 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.307
[2024-12-12 17:16:21,730][demucs.solver][INFO] - Valid | Epoch 532 | 9/20 | 4.53 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.327
[2024-12-12 17:16:21,943][demucs.solver][INFO] - Valid | Epoch 532 | 10/20 | 4.55 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.304
[2024-12-12 17:16:22,136][demucs.solver][INFO] - Valid | Epoch 532 | 11/20 | 4.59 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.299
[2024-12-12 17:16:22,312][demucs.solver][INFO] - Valid | Epoch 532 | 12/20 | 4.66 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.276
[2024-12-12 17:16:22,507][demucs.solver][INFO] - Valid | Epoch 532 | 13/20 | 4.69 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.277
[2024-12-12 17:16:22,698][demucs.solver][INFO] - Valid | Epoch 532 | 14/20 | 4.73 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.285
[2024-12-12 17:16:22,907][demucs.solver][INFO] - Valid | Epoch 532 | 15/20 | 4.73 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.293
[2024-12-12 17:16:23,081][demucs.solver][INFO] - Valid | Epoch 532 | 16/20 | 4.78 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.299
[2024-12-12 17:16:23,253][demucs.solver][INFO] - Valid | Epoch 532 | 17/20 | 4.83 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.306
[2024-12-12 17:16:23,441][demucs.solver][INFO] - Valid | Epoch 532 | 18/20 | 4.85 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.273
[2024-12-12 17:16:23,615][demucs.solver][INFO] - Valid | Epoch 532 | 19/20 | 4.89 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.286
[2024-12-12 17:16:24,582][demucs.solver][INFO] - Valid Summary | Epoch 532 | Loss=0.5340 | Reco=0.5340 | Nsdr=1.286 | Best=0.5301 | Bname=main
[2024-12-12 17:16:26,132][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:16:26,132][demucs.solver][INFO] - Training...
[2024-12-12 17:16:36,312][demucs.solver][INFO] - Train | Epoch 533 | 1/14 | 0.23 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 2.4014
[2024-12-12 17:16:37,150][demucs.solver][INFO] - Train | Epoch 533 | 2/14 | 0.32 it/sec | Loss 0.2295 | Reco 0.2295 | Grad 2.2270
[2024-12-12 17:16:37,885][demucs.solver][INFO] - Train | Epoch 533 | 3/14 | 0.39 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 1.7796
[2024-12-12 17:16:38,583][demucs.solver][INFO] - Train | Epoch 533 | 4/14 | 0.46 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 2.3274
[2024-12-12 17:16:39,224][demucs.solver][INFO] - Train | Epoch 533 | 5/14 | 0.52 it/sec | Loss 0.2342 | Reco 0.2342 | Grad 2.2028
[2024-12-12 17:16:39,869][demucs.solver][INFO] - Train | Epoch 533 | 6/14 | 0.58 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 2.2101
[2024-12-12 17:16:40,518][demucs.solver][INFO] - Train | Epoch 533 | 7/14 | 0.63 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 2.2719
[2024-12-12 17:16:41,159][demucs.solver][INFO] - Train | Epoch 533 | 8/14 | 0.67 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.4980
[2024-12-12 17:16:41,798][demucs.solver][INFO] - Train | Epoch 533 | 9/14 | 0.71 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.3640
[2024-12-12 17:16:42,437][demucs.solver][INFO] - Train | Epoch 533 | 10/14 | 0.75 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 2.2186
[2024-12-12 17:16:43,071][demucs.solver][INFO] - Train | Epoch 533 | 11/14 | 0.78 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.1094
[2024-12-12 17:16:43,709][demucs.solver][INFO] - Train | Epoch 533 | 12/14 | 0.81 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.9942
[2024-12-12 17:16:44,351][demucs.solver][INFO] - Train | Epoch 533 | 13/14 | 0.84 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.9290
[2024-12-12 17:16:44,667][demucs.solver][INFO] - Train Summary | Epoch 533 | Loss=0.2421 | Reco=0.2421 | Grad=1.9290
[2024-12-12 17:16:44,668][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:16:44,668][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:16:48,264][demucs.solver][INFO] - Valid | Epoch 533 | 1/20 | 1.03 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.341
[2024-12-12 17:16:49,104][demucs.solver][INFO] - Valid | Epoch 533 | 2/20 | 1.07 it/sec | Loss 0.4432 | Reco 0.4432 | Nsdr 1.117
[2024-12-12 17:16:49,961][demucs.solver][INFO] - Valid | Epoch 533 | 3/20 | 1.10 it/sec | Loss 0.4860 | Reco 0.4860 | Nsdr 1.214
[2024-12-12 17:16:50,842][demucs.solver][INFO] - Valid | Epoch 533 | 4/20 | 1.10 it/sec | Loss 0.5025 | Reco 0.5025 | Nsdr 1.262
[2024-12-12 17:16:51,618][demucs.solver][INFO] - Valid | Epoch 533 | 5/20 | 1.13 it/sec | Loss 0.5233 | Reco 0.5233 | Nsdr 1.257
[2024-12-12 17:16:52,078][demucs.solver][INFO] - Valid | Epoch 533 | 6/20 | 1.21 it/sec | Loss 0.5078 | Reco 0.5078 | Nsdr 1.271
[2024-12-12 17:16:52,522][demucs.solver][INFO] - Valid | Epoch 533 | 7/20 | 1.29 it/sec | Loss 0.5281 | Reco 0.5281 | Nsdr 1.295
[2024-12-12 17:16:52,866][demucs.solver][INFO] - Valid | Epoch 533 | 8/20 | 1.37 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.295
[2024-12-12 17:16:53,246][demucs.solver][INFO] - Valid | Epoch 533 | 9/20 | 1.44 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.317
[2024-12-12 17:16:53,542][demucs.solver][INFO] - Valid | Epoch 533 | 10/20 | 1.52 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.296
[2024-12-12 17:16:53,714][demucs.solver][INFO] - Valid | Epoch 533 | 11/20 | 1.62 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.290
[2024-12-12 17:16:53,909][demucs.solver][INFO] - Valid | Epoch 533 | 12/20 | 1.71 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.266
[2024-12-12 17:16:54,139][demucs.solver][INFO] - Valid | Epoch 533 | 13/20 | 1.79 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.266
[2024-12-12 17:16:54,410][demucs.solver][INFO] - Valid | Epoch 533 | 14/20 | 1.85 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.274
[2024-12-12 17:16:54,622][demucs.solver][INFO] - Valid | Epoch 533 | 15/20 | 1.93 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.282
[2024-12-12 17:16:54,794][demucs.solver][INFO] - Valid | Epoch 533 | 16/20 | 2.00 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.287
[2024-12-12 17:16:54,982][demucs.solver][INFO] - Valid | Epoch 533 | 17/20 | 2.08 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.296
[2024-12-12 17:16:55,154][demucs.solver][INFO] - Valid | Epoch 533 | 18/20 | 2.15 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.263
[2024-12-12 17:16:55,307][demucs.solver][INFO] - Valid | Epoch 533 | 19/20 | 2.22 it/sec | Loss 0.5338 | Reco 0.5338 | Nsdr 1.277
[2024-12-12 17:16:55,695][demucs.solver][INFO] - Valid Summary | Epoch 533 | Loss=0.5338 | Reco=0.5338 | Nsdr=1.277 | Best=0.5301 | Bname=main
[2024-12-12 17:16:57,150][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:16:57,150][demucs.solver][INFO] - Training...
[2024-12-12 17:17:05,612][demucs.solver][INFO] - Train | Epoch 534 | 1/14 | 0.30 it/sec | Loss 0.2631 | Reco 0.2631 | Grad 2.6813
[2024-12-12 17:17:07,304][demucs.solver][INFO] - Train | Epoch 534 | 2/14 | 0.35 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 2.1035
[2024-12-12 17:17:07,947][demucs.solver][INFO] - Train | Epoch 534 | 3/14 | 0.44 it/sec | Loss 0.2617 | Reco 0.2617 | Grad 1.8227
[2024-12-12 17:17:08,590][demucs.solver][INFO] - Train | Epoch 534 | 4/14 | 0.51 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 1.7860
[2024-12-12 17:17:09,231][demucs.solver][INFO] - Train | Epoch 534 | 5/14 | 0.58 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 1.5761
[2024-12-12 17:17:09,873][demucs.solver][INFO] - Train | Epoch 534 | 6/14 | 0.63 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.5020
[2024-12-12 17:17:10,514][demucs.solver][INFO] - Train | Epoch 534 | 7/14 | 0.69 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 1.7747
[2024-12-12 17:17:11,157][demucs.solver][INFO] - Train | Epoch 534 | 8/14 | 0.73 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 1.9129
[2024-12-12 17:17:11,801][demucs.solver][INFO] - Train | Epoch 534 | 9/14 | 0.77 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.0091
[2024-12-12 17:17:12,449][demucs.solver][INFO] - Train | Epoch 534 | 10/14 | 0.81 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.9138
[2024-12-12 17:17:13,095][demucs.solver][INFO] - Train | Epoch 534 | 11/14 | 0.84 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.8649
[2024-12-12 17:17:13,732][demucs.solver][INFO] - Train | Epoch 534 | 12/14 | 0.87 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.0276
[2024-12-12 17:17:14,366][demucs.solver][INFO] - Train | Epoch 534 | 13/14 | 0.90 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.0647
[2024-12-12 17:17:14,689][demucs.solver][INFO] - Train Summary | Epoch 534 | Loss=0.2462 | Reco=0.2462 | Grad=2.0647
[2024-12-12 17:17:14,690][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:17:14,690][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:17:17,844][demucs.solver][INFO] - Valid | Epoch 534 | 1/20 | 1.29 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.278
[2024-12-12 17:17:18,041][demucs.solver][INFO] - Valid | Epoch 534 | 2/20 | 1.72 it/sec | Loss 0.4468 | Reco 0.4468 | Nsdr 1.067
[2024-12-12 17:17:18,216][demucs.solver][INFO] - Valid | Epoch 534 | 3/20 | 2.08 it/sec | Loss 0.4898 | Reco 0.4898 | Nsdr 1.162
[2024-12-12 17:17:18,390][demucs.solver][INFO] - Valid | Epoch 534 | 4/20 | 2.39 it/sec | Loss 0.5067 | Reco 0.5067 | Nsdr 1.208
[2024-12-12 17:17:18,583][demucs.solver][INFO] - Valid | Epoch 534 | 5/20 | 2.63 it/sec | Loss 0.5276 | Reco 0.5276 | Nsdr 1.207
[2024-12-12 17:17:18,771][demucs.solver][INFO] - Valid | Epoch 534 | 6/20 | 2.83 it/sec | Loss 0.5118 | Reco 0.5118 | Nsdr 1.222
[2024-12-12 17:17:18,982][demucs.solver][INFO] - Valid | Epoch 534 | 7/20 | 2.98 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.245
[2024-12-12 17:17:19,192][demucs.solver][INFO] - Valid | Epoch 534 | 8/20 | 3.11 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.246
[2024-12-12 17:17:19,405][demucs.solver][INFO] - Valid | Epoch 534 | 9/20 | 3.22 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.265
[2024-12-12 17:17:19,580][demucs.solver][INFO] - Valid | Epoch 534 | 10/20 | 3.35 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.243
[2024-12-12 17:17:19,795][demucs.solver][INFO] - Valid | Epoch 534 | 11/20 | 3.43 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.239
[2024-12-12 17:17:20,007][demucs.solver][INFO] - Valid | Epoch 534 | 12/20 | 3.51 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.216
[2024-12-12 17:17:20,179][demucs.solver][INFO] - Valid | Epoch 534 | 13/20 | 3.61 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.216
[2024-12-12 17:17:20,371][demucs.solver][INFO] - Valid | Epoch 534 | 14/20 | 3.68 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.225
[2024-12-12 17:17:20,576][demucs.solver][INFO] - Valid | Epoch 534 | 15/20 | 3.74 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.232
[2024-12-12 17:17:20,764][demucs.solver][INFO] - Valid | Epoch 534 | 16/20 | 3.81 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.238
[2024-12-12 17:17:20,965][demucs.solver][INFO] - Valid | Epoch 534 | 17/20 | 3.86 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.243
[2024-12-12 17:17:21,135][demucs.solver][INFO] - Valid | Epoch 534 | 18/20 | 3.93 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.211
[2024-12-12 17:17:21,343][demucs.solver][INFO] - Valid | Epoch 534 | 19/20 | 3.96 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.224
[2024-12-12 17:17:21,724][demucs.solver][INFO] - Valid Summary | Epoch 534 | Loss=0.5380 | Reco=0.5380 | Nsdr=1.224 | Best=0.5301 | Bname=main
[2024-12-12 17:17:23,054][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:17:23,055][demucs.solver][INFO] - Training...
[2024-12-12 17:17:30,821][demucs.solver][INFO] - Train | Epoch 535 | 1/14 | 0.32 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.3775
[2024-12-12 17:17:32,855][demucs.solver][INFO] - Train | Epoch 535 | 2/14 | 0.36 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 3.1011
[2024-12-12 17:17:33,503][demucs.solver][INFO] - Train | Epoch 535 | 3/14 | 0.45 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 2.7655
[2024-12-12 17:17:34,147][demucs.solver][INFO] - Train | Epoch 535 | 4/14 | 0.52 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.5947
[2024-12-12 17:17:34,792][demucs.solver][INFO] - Train | Epoch 535 | 5/14 | 0.59 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.6753
[2024-12-12 17:17:35,426][demucs.solver][INFO] - Train | Epoch 535 | 6/14 | 0.65 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 2.4473
[2024-12-12 17:17:36,055][demucs.solver][INFO] - Train | Epoch 535 | 7/14 | 0.70 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.2243
[2024-12-12 17:17:36,687][demucs.solver][INFO] - Train | Epoch 535 | 8/14 | 0.75 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 2.0826
[2024-12-12 17:17:37,318][demucs.solver][INFO] - Train | Epoch 535 | 9/14 | 0.79 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 2.1013
[2024-12-12 17:17:37,950][demucs.solver][INFO] - Train | Epoch 535 | 10/14 | 0.83 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.0709
[2024-12-12 17:17:38,580][demucs.solver][INFO] - Train | Epoch 535 | 11/14 | 0.86 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.9595
[2024-12-12 17:17:39,211][demucs.solver][INFO] - Train | Epoch 535 | 12/14 | 0.89 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 1.8727
[2024-12-12 17:17:39,843][demucs.solver][INFO] - Train | Epoch 535 | 13/14 | 0.92 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 1.9192
[2024-12-12 17:17:40,187][demucs.solver][INFO] - Train Summary | Epoch 535 | Loss=0.2491 | Reco=0.2491 | Grad=1.9192
[2024-12-12 17:17:40,188][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:17:40,188][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:17:42,413][demucs.solver][INFO] - Valid | Epoch 535 | 1/20 | 2.83 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.298
[2024-12-12 17:17:42,587][demucs.solver][INFO] - Valid | Epoch 535 | 2/20 | 3.41 it/sec | Loss 0.4464 | Reco 0.4464 | Nsdr 1.080
[2024-12-12 17:17:42,744][demucs.solver][INFO] - Valid | Epoch 535 | 3/20 | 3.85 it/sec | Loss 0.4894 | Reco 0.4894 | Nsdr 1.176
[2024-12-12 17:17:42,935][demucs.solver][INFO] - Valid | Epoch 535 | 4/20 | 4.07 it/sec | Loss 0.5061 | Reco 0.5061 | Nsdr 1.224
[2024-12-12 17:17:43,127][demucs.solver][INFO] - Valid | Epoch 535 | 5/20 | 4.22 it/sec | Loss 0.5268 | Reco 0.5268 | Nsdr 1.224
[2024-12-12 17:17:43,301][demucs.solver][INFO] - Valid | Epoch 535 | 6/20 | 4.39 it/sec | Loss 0.5109 | Reco 0.5109 | Nsdr 1.239
[2024-12-12 17:17:43,508][demucs.solver][INFO] - Valid | Epoch 535 | 7/20 | 4.44 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.261
[2024-12-12 17:17:43,704][demucs.solver][INFO] - Valid | Epoch 535 | 8/20 | 4.51 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.260
[2024-12-12 17:17:43,879][demucs.solver][INFO] - Valid | Epoch 535 | 9/20 | 4.60 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.281
[2024-12-12 17:17:44,071][demucs.solver][INFO] - Valid | Epoch 535 | 10/20 | 4.65 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.260
[2024-12-12 17:17:44,278][demucs.solver][INFO] - Valid | Epoch 535 | 11/20 | 4.67 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.256
[2024-12-12 17:17:44,453][demucs.solver][INFO] - Valid | Epoch 535 | 12/20 | 4.73 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.233
[2024-12-12 17:17:44,608][demucs.solver][INFO] - Valid | Epoch 535 | 13/20 | 4.82 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.236
[2024-12-12 17:17:44,799][demucs.solver][INFO] - Valid | Epoch 535 | 14/20 | 4.85 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.243
[2024-12-12 17:17:45,006][demucs.solver][INFO] - Valid | Epoch 535 | 15/20 | 4.85 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.252
[2024-12-12 17:17:45,195][demucs.solver][INFO] - Valid | Epoch 535 | 16/20 | 4.87 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.257
[2024-12-12 17:17:45,383][demucs.solver][INFO] - Valid | Epoch 535 | 17/20 | 4.90 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.264
[2024-12-12 17:17:45,574][demucs.solver][INFO] - Valid | Epoch 535 | 18/20 | 4.91 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.231
[2024-12-12 17:17:45,780][demucs.solver][INFO] - Valid | Epoch 535 | 19/20 | 4.91 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.245
[2024-12-12 17:17:46,166][demucs.solver][INFO] - Valid Summary | Epoch 535 | Loss=0.5369 | Reco=0.5369 | Nsdr=1.245 | Best=0.5301 | Bname=main
[2024-12-12 17:17:47,700][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:17:47,700][demucs.solver][INFO] - Training...
[2024-12-12 17:17:57,628][demucs.solver][INFO] - Train | Epoch 536 | 1/14 | 0.24 it/sec | Loss 0.2299 | Reco 0.2299 | Grad 0.3478
[2024-12-12 17:17:58,276][demucs.solver][INFO] - Train | Epoch 536 | 2/14 | 0.34 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 0.6634
[2024-12-12 17:17:58,927][demucs.solver][INFO] - Train | Epoch 536 | 3/14 | 0.42 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 1.1531
[2024-12-12 17:17:59,579][demucs.solver][INFO] - Train | Epoch 536 | 4/14 | 0.49 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.0996
[2024-12-12 17:18:00,225][demucs.solver][INFO] - Train | Epoch 536 | 5/14 | 0.56 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.2604
[2024-12-12 17:18:00,870][demucs.solver][INFO] - Train | Epoch 536 | 6/14 | 0.61 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.4555
[2024-12-12 17:18:01,512][demucs.solver][INFO] - Train | Epoch 536 | 7/14 | 0.66 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.5237
[2024-12-12 17:18:02,145][demucs.solver][INFO] - Train | Epoch 536 | 8/14 | 0.71 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.4986
[2024-12-12 17:18:02,780][demucs.solver][INFO] - Train | Epoch 536 | 9/14 | 0.75 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.4452
[2024-12-12 17:18:03,415][demucs.solver][INFO] - Train | Epoch 536 | 10/14 | 0.79 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.3848
[2024-12-12 17:18:04,047][demucs.solver][INFO] - Train | Epoch 536 | 11/14 | 0.82 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.4596
[2024-12-12 17:18:04,679][demucs.solver][INFO] - Train | Epoch 536 | 12/14 | 0.85 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.4585
[2024-12-12 17:18:05,315][demucs.solver][INFO] - Train | Epoch 536 | 13/14 | 0.88 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.3804
[2024-12-12 17:18:05,611][demucs.solver][INFO] - Train Summary | Epoch 536 | Loss=0.2456 | Reco=0.2456 | Grad=1.3804
[2024-12-12 17:18:05,612][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:18:05,612][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:18:08,215][demucs.solver][INFO] - Valid | Epoch 536 | 1/20 | 1.93 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.290
[2024-12-12 17:18:08,610][demucs.solver][INFO] - Valid | Epoch 536 | 2/20 | 2.10 it/sec | Loss 0.4472 | Reco 0.4472 | Nsdr 1.080
[2024-12-12 17:18:08,943][demucs.solver][INFO] - Valid | Epoch 536 | 3/20 | 2.27 it/sec | Loss 0.4911 | Reco 0.4911 | Nsdr 1.159
[2024-12-12 17:18:09,317][demucs.solver][INFO] - Valid | Epoch 536 | 4/20 | 2.34 it/sec | Loss 0.5084 | Reco 0.5084 | Nsdr 1.199
[2024-12-12 17:18:10,046][demucs.solver][INFO] - Valid | Epoch 536 | 5/20 | 2.09 it/sec | Loss 0.5299 | Reco 0.5299 | Nsdr 1.187
[2024-12-12 17:18:10,481][demucs.solver][INFO] - Valid | Epoch 536 | 6/20 | 2.12 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.203
[2024-12-12 17:18:10,870][demucs.solver][INFO] - Valid | Epoch 536 | 7/20 | 2.17 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.221
[2024-12-12 17:18:11,225][demucs.solver][INFO] - Valid | Epoch 536 | 8/20 | 2.22 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.215
[2024-12-12 17:18:11,676][demucs.solver][INFO] - Valid | Epoch 536 | 9/20 | 2.22 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.231
[2024-12-12 17:18:12,044][demucs.solver][INFO] - Valid | Epoch 536 | 10/20 | 2.26 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.213
[2024-12-12 17:18:12,337][demucs.solver][INFO] - Valid | Epoch 536 | 11/20 | 2.33 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.211
[2024-12-12 17:18:12,604][demucs.solver][INFO] - Valid | Epoch 536 | 12/20 | 2.40 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.190
[2024-12-12 17:18:12,782][demucs.solver][INFO] - Valid | Epoch 536 | 13/20 | 2.50 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.191
[2024-12-12 17:18:12,977][demucs.solver][INFO] - Valid | Epoch 536 | 14/20 | 2.59 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.198
[2024-12-12 17:18:13,184][demucs.solver][INFO] - Valid | Epoch 536 | 15/20 | 2.66 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.205
[2024-12-12 17:18:13,394][demucs.solver][INFO] - Valid | Epoch 536 | 16/20 | 2.74 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.211
[2024-12-12 17:18:13,603][demucs.solver][INFO] - Valid | Epoch 536 | 17/20 | 2.80 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.221
[2024-12-12 17:18:13,814][demucs.solver][INFO] - Valid | Epoch 536 | 18/20 | 2.86 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.191
[2024-12-12 17:18:14,007][demucs.solver][INFO] - Valid | Epoch 536 | 19/20 | 2.93 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.203
[2024-12-12 17:18:14,406][demucs.solver][INFO] - Valid Summary | Epoch 536 | Loss=0.5403 | Reco=0.5403 | Nsdr=1.203 | Best=0.5301 | Bname=main
[2024-12-12 17:18:15,858][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:18:15,858][demucs.solver][INFO] - Training...
[2024-12-12 17:18:24,659][demucs.solver][INFO] - Train | Epoch 537 | 1/14 | 0.28 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 1.4535
[2024-12-12 17:18:25,895][demucs.solver][INFO] - Train | Epoch 537 | 2/14 | 0.36 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 2.1566
[2024-12-12 17:18:26,542][demucs.solver][INFO] - Train | Epoch 537 | 3/14 | 0.44 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.7588
[2024-12-12 17:18:27,185][demucs.solver][INFO] - Train | Epoch 537 | 4/14 | 0.52 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 2.2777
[2024-12-12 17:18:27,844][demucs.solver][INFO] - Train | Epoch 537 | 5/14 | 0.58 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.0063
[2024-12-12 17:18:28,490][demucs.solver][INFO] - Train | Epoch 537 | 6/14 | 0.64 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 1.8278
[2024-12-12 17:18:29,131][demucs.solver][INFO] - Train | Epoch 537 | 7/14 | 0.69 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 1.6390
[2024-12-12 17:18:29,770][demucs.solver][INFO] - Train | Epoch 537 | 8/14 | 0.73 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.8304
[2024-12-12 17:18:30,401][demucs.solver][INFO] - Train | Epoch 537 | 9/14 | 0.78 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.8697
[2024-12-12 17:18:31,036][demucs.solver][INFO] - Train | Epoch 537 | 10/14 | 0.81 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 1.7233
[2024-12-12 17:18:31,672][demucs.solver][INFO] - Train | Epoch 537 | 11/14 | 0.85 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.8875
[2024-12-12 17:18:32,308][demucs.solver][INFO] - Train | Epoch 537 | 12/14 | 0.88 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 1.9654
[2024-12-12 17:18:32,940][demucs.solver][INFO] - Train | Epoch 537 | 13/14 | 0.91 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 1.8347
[2024-12-12 17:18:33,235][demucs.solver][INFO] - Train Summary | Epoch 537 | Loss=0.2481 | Reco=0.2481 | Grad=1.8347
[2024-12-12 17:18:33,235][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:18:33,235][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:18:35,336][demucs.solver][INFO] - Valid | Epoch 537 | 1/20 | 3.27 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.309
[2024-12-12 17:18:35,529][demucs.solver][INFO] - Valid | Epoch 537 | 2/20 | 3.73 it/sec | Loss 0.4454 | Reco 0.4454 | Nsdr 1.097
[2024-12-12 17:18:35,686][demucs.solver][INFO] - Valid | Epoch 537 | 3/20 | 4.16 it/sec | Loss 0.4890 | Reco 0.4890 | Nsdr 1.175
[2024-12-12 17:18:35,898][demucs.solver][INFO] - Valid | Epoch 537 | 4/20 | 4.26 it/sec | Loss 0.5062 | Reco 0.5062 | Nsdr 1.213
[2024-12-12 17:18:36,092][demucs.solver][INFO] - Valid | Epoch 537 | 5/20 | 4.39 it/sec | Loss 0.5276 | Reco 0.5276 | Nsdr 1.205
[2024-12-12 17:18:36,266][demucs.solver][INFO] - Valid | Epoch 537 | 6/20 | 4.54 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.220
[2024-12-12 17:18:36,474][demucs.solver][INFO] - Valid | Epoch 537 | 7/20 | 4.57 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.236
[2024-12-12 17:18:36,661][demucs.solver][INFO] - Valid | Epoch 537 | 8/20 | 4.65 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.229
[2024-12-12 17:18:36,856][demucs.solver][INFO] - Valid | Epoch 537 | 9/20 | 4.69 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.247
[2024-12-12 17:18:37,010][demucs.solver][INFO] - Valid | Epoch 537 | 10/20 | 4.81 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.231
[2024-12-12 17:18:37,219][demucs.solver][INFO] - Valid | Epoch 537 | 11/20 | 4.81 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.229
[2024-12-12 17:18:37,425][demucs.solver][INFO] - Valid | Epoch 537 | 12/20 | 4.81 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.208
[2024-12-12 17:18:37,598][demucs.solver][INFO] - Valid | Epoch 537 | 13/20 | 4.87 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.209
[2024-12-12 17:18:37,772][demucs.solver][INFO] - Valid | Epoch 537 | 14/20 | 4.92 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.216
[2024-12-12 17:18:37,980][demucs.solver][INFO] - Valid | Epoch 537 | 15/20 | 4.92 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.223
[2024-12-12 17:18:38,170][demucs.solver][INFO] - Valid | Epoch 537 | 16/20 | 4.93 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.229
[2024-12-12 17:18:38,360][demucs.solver][INFO] - Valid | Epoch 537 | 17/20 | 4.95 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.238
[2024-12-12 17:18:38,548][demucs.solver][INFO] - Valid | Epoch 537 | 18/20 | 4.97 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.208
[2024-12-12 17:18:38,719][demucs.solver][INFO] - Valid | Epoch 537 | 19/20 | 5.01 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.220
[2024-12-12 17:18:39,095][demucs.solver][INFO] - Valid Summary | Epoch 537 | Loss=0.5384 | Reco=0.5384 | Nsdr=1.220 | Best=0.5301 | Bname=main
[2024-12-12 17:18:40,550][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:18:40,551][demucs.solver][INFO] - Training...
[2024-12-12 17:18:49,203][demucs.solver][INFO] - Train | Epoch 538 | 1/14 | 0.28 it/sec | Loss 0.2295 | Reco 0.2295 | Grad 1.2068
[2024-12-12 17:18:53,013][demucs.solver][INFO] - Train | Epoch 538 | 2/14 | 0.28 it/sec | Loss 0.2261 | Reco 0.2261 | Grad 1.5016
[2024-12-12 17:18:53,657][demucs.solver][INFO] - Train | Epoch 538 | 3/14 | 0.35 it/sec | Loss 0.2283 | Reco 0.2283 | Grad 1.7874
[2024-12-12 17:18:54,301][demucs.solver][INFO] - Train | Epoch 538 | 4/14 | 0.41 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.7183
[2024-12-12 17:18:54,949][demucs.solver][INFO] - Train | Epoch 538 | 5/14 | 0.47 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.7387
[2024-12-12 17:18:55,594][demucs.solver][INFO] - Train | Epoch 538 | 6/14 | 0.52 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.9115
[2024-12-12 17:18:56,236][demucs.solver][INFO] - Train | Epoch 538 | 7/14 | 0.57 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.8973
[2024-12-12 17:18:56,879][demucs.solver][INFO] - Train | Epoch 538 | 8/14 | 0.61 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.7915
[2024-12-12 17:18:57,520][demucs.solver][INFO] - Train | Epoch 538 | 9/14 | 0.65 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.9080
[2024-12-12 17:18:58,167][demucs.solver][INFO] - Train | Epoch 538 | 10/14 | 0.69 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 1.9542
[2024-12-12 17:18:58,820][demucs.solver][INFO] - Train | Epoch 538 | 11/14 | 0.72 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 1.8388
[2024-12-12 17:19:00,707][demucs.solver][INFO] - Train | Epoch 538 | 12/14 | 0.70 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 1.8026
[2024-12-12 17:19:01,342][demucs.solver][INFO] - Train | Epoch 538 | 13/14 | 0.73 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.8322
[2024-12-12 17:19:01,644][demucs.solver][INFO] - Train Summary | Epoch 538 | Loss=0.2484 | Reco=0.2484 | Grad=1.8322
[2024-12-12 17:19:01,645][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:19:01,645][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:19:03,939][demucs.solver][INFO] - Valid | Epoch 538 | 1/20 | 2.76 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.351
[2024-12-12 17:19:04,202][demucs.solver][INFO] - Valid | Epoch 538 | 2/20 | 3.04 it/sec | Loss 0.4433 | Reco 0.4433 | Nsdr 1.121
[2024-12-12 17:19:04,429][demucs.solver][INFO] - Valid | Epoch 538 | 3/20 | 3.29 it/sec | Loss 0.4859 | Reco 0.4859 | Nsdr 1.219
[2024-12-12 17:19:04,646][demucs.solver][INFO] - Valid | Epoch 538 | 4/20 | 3.49 it/sec | Loss 0.5022 | Reco 0.5022 | Nsdr 1.268
[2024-12-12 17:19:04,860][demucs.solver][INFO] - Valid | Epoch 538 | 5/20 | 3.65 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.272
[2024-12-12 17:19:05,096][demucs.solver][INFO] - Valid | Epoch 538 | 6/20 | 3.72 it/sec | Loss 0.5069 | Reco 0.5069 | Nsdr 1.286
[2024-12-12 17:19:05,285][demucs.solver][INFO] - Valid | Epoch 538 | 7/20 | 3.86 it/sec | Loss 0.5271 | Reco 0.5271 | Nsdr 1.310
[2024-12-12 17:19:05,521][demucs.solver][INFO] - Valid | Epoch 538 | 8/20 | 3.90 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.312
[2024-12-12 17:19:05,743][demucs.solver][INFO] - Valid | Epoch 538 | 9/20 | 3.95 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.332
[2024-12-12 17:19:05,987][demucs.solver][INFO] - Valid | Epoch 538 | 10/20 | 3.97 it/sec | Loss 0.5345 | Reco 0.5345 | Nsdr 1.307
[2024-12-12 17:19:06,224][demucs.solver][INFO] - Valid | Epoch 538 | 11/20 | 3.99 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.303
[2024-12-12 17:19:06,564][demucs.solver][INFO] - Valid | Epoch 538 | 12/20 | 3.88 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.279
[2024-12-12 17:19:06,783][demucs.solver][INFO] - Valid | Epoch 538 | 13/20 | 3.92 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.279
[2024-12-12 17:19:07,043][demucs.solver][INFO] - Valid | Epoch 538 | 14/20 | 3.92 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.287
[2024-12-12 17:19:07,343][demucs.solver][INFO] - Valid | Epoch 538 | 15/20 | 3.88 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.296
[2024-12-12 17:19:07,863][demucs.solver][INFO] - Valid | Epoch 538 | 16/20 | 3.66 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.302
[2024-12-12 17:19:08,232][demucs.solver][INFO] - Valid | Epoch 538 | 17/20 | 3.59 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.307
[2024-12-12 17:19:08,420][demucs.solver][INFO] - Valid | Epoch 538 | 18/20 | 3.65 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.272
[2024-12-12 17:19:08,639][demucs.solver][INFO] - Valid | Epoch 538 | 19/20 | 3.69 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.286
[2024-12-12 17:19:09,027][demucs.solver][INFO] - Valid Summary | Epoch 538 | Loss=0.5333 | Reco=0.5333 | Nsdr=1.286 | Best=0.5301 | Bname=main
[2024-12-12 17:19:10,375][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:19:10,376][demucs.solver][INFO] - Training...
[2024-12-12 17:19:20,699][demucs.solver][INFO] - Train | Epoch 539 | 1/14 | 0.23 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 3.1247
[2024-12-12 17:19:21,349][demucs.solver][INFO] - Train | Epoch 539 | 2/14 | 0.32 it/sec | Loss 0.2669 | Reco 0.2669 | Grad 2.7514
[2024-12-12 17:19:21,999][demucs.solver][INFO] - Train | Epoch 539 | 3/14 | 0.40 it/sec | Loss 0.2657 | Reco 0.2657 | Grad 2.2029
[2024-12-12 17:19:22,645][demucs.solver][INFO] - Train | Epoch 539 | 4/14 | 0.47 it/sec | Loss 0.2616 | Reco 0.2616 | Grad 1.8068
[2024-12-12 17:19:23,290][demucs.solver][INFO] - Train | Epoch 539 | 5/14 | 0.53 it/sec | Loss 0.2669 | Reco 0.2669 | Grad 1.7390
[2024-12-12 17:19:23,934][demucs.solver][INFO] - Train | Epoch 539 | 6/14 | 0.59 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 1.7092
[2024-12-12 17:19:24,581][demucs.solver][INFO] - Train | Epoch 539 | 7/14 | 0.64 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 2.0084
[2024-12-12 17:19:25,229][demucs.solver][INFO] - Train | Epoch 539 | 8/14 | 0.68 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 1.8443
[2024-12-12 17:19:25,878][demucs.solver][INFO] - Train | Epoch 539 | 9/14 | 0.72 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 2.0898
[2024-12-12 17:19:27,928][demucs.solver][INFO] - Train | Epoch 539 | 10/14 | 0.69 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.0559
[2024-12-12 17:19:28,561][demucs.solver][INFO] - Train | Epoch 539 | 11/14 | 0.72 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.9415
[2024-12-12 17:19:29,194][demucs.solver][INFO] - Train | Epoch 539 | 12/14 | 0.76 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.8493
[2024-12-12 17:19:29,829][demucs.solver][INFO] - Train | Epoch 539 | 13/14 | 0.79 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 2.0040
[2024-12-12 17:19:30,153][demucs.solver][INFO] - Train Summary | Epoch 539 | Loss=0.2470 | Reco=0.2470 | Grad=2.0040
[2024-12-12 17:19:30,153][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:19:30,154][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:19:32,485][demucs.solver][INFO] - Valid | Epoch 539 | 1/20 | 2.67 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.241
[2024-12-12 17:19:32,693][demucs.solver][INFO] - Valid | Epoch 539 | 2/20 | 3.14 it/sec | Loss 0.4495 | Reco 0.4495 | Nsdr 1.044
[2024-12-12 17:19:32,911][demucs.solver][INFO] - Valid | Epoch 539 | 3/20 | 3.40 it/sec | Loss 0.4934 | Reco 0.4934 | Nsdr 1.121
[2024-12-12 17:19:33,101][demucs.solver][INFO] - Valid | Epoch 539 | 4/20 | 3.66 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.159
[2024-12-12 17:19:33,311][demucs.solver][INFO] - Valid | Epoch 539 | 5/20 | 3.81 it/sec | Loss 0.5324 | Reco 0.5324 | Nsdr 1.150
[2024-12-12 17:19:33,522][demucs.solver][INFO] - Valid | Epoch 539 | 6/20 | 3.92 it/sec | Loss 0.5163 | Reco 0.5163 | Nsdr 1.168
[2024-12-12 17:19:33,732][demucs.solver][INFO] - Valid | Epoch 539 | 7/20 | 4.01 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.185
[2024-12-12 17:19:33,887][demucs.solver][INFO] - Valid | Epoch 539 | 8/20 | 4.18 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.183
[2024-12-12 17:19:34,086][demucs.solver][INFO] - Valid | Epoch 539 | 9/20 | 4.26 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.200
[2024-12-12 17:19:34,258][demucs.solver][INFO] - Valid | Epoch 539 | 10/20 | 4.36 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.184
[2024-12-12 17:19:34,453][demucs.solver][INFO] - Valid | Epoch 539 | 11/20 | 4.42 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.182
[2024-12-12 17:19:34,630][demucs.solver][INFO] - Valid | Epoch 539 | 12/20 | 4.49 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.163
[2024-12-12 17:19:34,817][demucs.solver][INFO] - Valid | Epoch 539 | 13/20 | 4.54 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.165
[2024-12-12 17:19:35,007][demucs.solver][INFO] - Valid | Epoch 539 | 14/20 | 4.59 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.173
[2024-12-12 17:19:35,216][demucs.solver][INFO] - Valid | Epoch 539 | 15/20 | 4.60 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.180
[2024-12-12 17:19:35,426][demucs.solver][INFO] - Valid | Epoch 539 | 16/20 | 4.61 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.186
[2024-12-12 17:19:35,620][demucs.solver][INFO] - Valid | Epoch 539 | 17/20 | 4.64 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.191
[2024-12-12 17:19:35,826][demucs.solver][INFO] - Valid | Epoch 539 | 18/20 | 4.65 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.162
[2024-12-12 17:19:36,019][demucs.solver][INFO] - Valid | Epoch 539 | 19/20 | 4.67 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.173
[2024-12-12 17:19:36,426][demucs.solver][INFO] - Valid Summary | Epoch 539 | Loss=0.5423 | Reco=0.5423 | Nsdr=1.173 | Best=0.5301 | Bname=main
[2024-12-12 17:19:38,025][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:19:38,026][demucs.solver][INFO] - Training...
[2024-12-12 17:19:46,511][demucs.solver][INFO] - Train | Epoch 540 | 1/14 | 0.29 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 2.6391
[2024-12-12 17:19:47,574][demucs.solver][INFO] - Train | Epoch 540 | 2/14 | 0.38 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 2.0864
[2024-12-12 17:19:48,221][demucs.solver][INFO] - Train | Epoch 540 | 3/14 | 0.47 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.6457
[2024-12-12 17:19:48,872][demucs.solver][INFO] - Train | Epoch 540 | 4/14 | 0.54 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 1.8128
[2024-12-12 17:19:49,517][demucs.solver][INFO] - Train | Epoch 540 | 5/14 | 0.61 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.5569
[2024-12-12 17:19:50,161][demucs.solver][INFO] - Train | Epoch 540 | 6/14 | 0.67 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.5537
[2024-12-12 17:19:50,807][demucs.solver][INFO] - Train | Epoch 540 | 7/14 | 0.72 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.6997
[2024-12-12 17:19:51,449][demucs.solver][INFO] - Train | Epoch 540 | 8/14 | 0.76 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 1.5544
[2024-12-12 17:19:52,092][demucs.solver][INFO] - Train | Epoch 540 | 9/14 | 0.81 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 1.6740
[2024-12-12 17:19:52,730][demucs.solver][INFO] - Train | Epoch 540 | 10/14 | 0.84 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 1.9511
[2024-12-12 17:19:53,366][demucs.solver][INFO] - Train | Epoch 540 | 11/14 | 0.88 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 1.8477
[2024-12-12 17:19:53,999][demucs.solver][INFO] - Train | Epoch 540 | 12/14 | 0.91 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.8579
[2024-12-12 17:19:54,632][demucs.solver][INFO] - Train | Epoch 540 | 13/14 | 0.94 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 1.9861
[2024-12-12 17:19:54,944][demucs.solver][INFO] - Train Summary | Epoch 540 | Loss=0.2521 | Reco=0.2521 | Grad=1.9861
[2024-12-12 17:19:54,944][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:19:54,944][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:19:57,175][demucs.solver][INFO] - Valid | Epoch 540 | 1/20 | 3.45 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.327
[2024-12-12 17:19:57,392][demucs.solver][INFO] - Valid | Epoch 540 | 2/20 | 3.76 it/sec | Loss 0.4450 | Reco 0.4450 | Nsdr 1.105
[2024-12-12 17:19:57,567][demucs.solver][INFO] - Valid | Epoch 540 | 3/20 | 4.12 it/sec | Loss 0.4880 | Reco 0.4880 | Nsdr 1.196
[2024-12-12 17:19:57,760][demucs.solver][INFO] - Valid | Epoch 540 | 4/20 | 4.29 it/sec | Loss 0.5049 | Reco 0.5049 | Nsdr 1.239
[2024-12-12 17:19:57,973][demucs.solver][INFO] - Valid | Epoch 540 | 5/20 | 4.36 it/sec | Loss 0.5256 | Reco 0.5256 | Nsdr 1.239
[2024-12-12 17:19:58,153][demucs.solver][INFO] - Valid | Epoch 540 | 6/20 | 4.49 it/sec | Loss 0.5100 | Reco 0.5100 | Nsdr 1.253
[2024-12-12 17:19:58,370][demucs.solver][INFO] - Valid | Epoch 540 | 7/20 | 4.51 it/sec | Loss 0.5304 | Reco 0.5304 | Nsdr 1.274
[2024-12-12 17:19:58,562][demucs.solver][INFO] - Valid | Epoch 540 | 8/20 | 4.57 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.273
[2024-12-12 17:19:58,757][demucs.solver][INFO] - Valid | Epoch 540 | 9/20 | 4.63 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.293
[2024-12-12 17:19:58,948][demucs.solver][INFO] - Valid | Epoch 540 | 10/20 | 4.67 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.272
[2024-12-12 17:19:59,158][demucs.solver][INFO] - Valid | Epoch 540 | 11/20 | 4.68 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.267
[2024-12-12 17:19:59,353][demucs.solver][INFO] - Valid | Epoch 540 | 12/20 | 4.71 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.244
[2024-12-12 17:19:59,543][demucs.solver][INFO] - Valid | Epoch 540 | 13/20 | 4.75 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.246
[2024-12-12 17:19:59,717][demucs.solver][INFO] - Valid | Epoch 540 | 14/20 | 4.80 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.253
[2024-12-12 17:19:59,909][demucs.solver][INFO] - Valid | Epoch 540 | 15/20 | 4.83 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.261
[2024-12-12 17:20:00,116][demucs.solver][INFO] - Valid | Epoch 540 | 16/20 | 4.83 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.266
[2024-12-12 17:20:00,307][demucs.solver][INFO] - Valid | Epoch 540 | 17/20 | 4.85 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.273
[2024-12-12 17:20:00,478][demucs.solver][INFO] - Valid | Epoch 540 | 18/20 | 4.89 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.240
[2024-12-12 17:20:00,651][demucs.solver][INFO] - Valid | Epoch 540 | 19/20 | 4.93 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.254
[2024-12-12 17:20:01,048][demucs.solver][INFO] - Valid Summary | Epoch 540 | Loss=0.5360 | Reco=0.5360 | Nsdr=1.254 | Best=0.5301 | Bname=main
[2024-12-12 17:20:01,048][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:20:01,048][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 17:20:15,490][demucs.evaluate][INFO] - Eval | 1/20 | 0.28 it/sec
[2024-12-12 17:20:18,937][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 17:20:22,431][demucs.evaluate][INFO] - Eval | 3/20 | 0.29 it/sec
[2024-12-12 17:20:25,961][demucs.evaluate][INFO] - Eval | 4/20 | 0.29 it/sec
[2024-12-12 17:20:29,412][demucs.evaluate][INFO] - Eval | 5/20 | 0.29 it/sec
[2024-12-12 17:20:32,906][demucs.evaluate][INFO] - Eval | 6/20 | 0.29 it/sec
[2024-12-12 17:20:36,372][demucs.evaluate][INFO] - Eval | 7/20 | 0.29 it/sec
[2024-12-12 17:20:39,991][demucs.evaluate][INFO] - Eval | 8/20 | 0.29 it/sec
[2024-12-12 17:20:43,509][demucs.evaluate][INFO] - Eval | 9/20 | 0.29 it/sec
[2024-12-12 17:20:47,038][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 17:20:50,498][demucs.evaluate][INFO] - Eval | 11/20 | 0.29 it/sec
[2024-12-12 17:20:54,016][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 17:20:57,589][demucs.evaluate][INFO] - Eval | 13/20 | 0.28 it/sec
[2024-12-12 17:21:01,186][demucs.evaluate][INFO] - Eval | 14/20 | 0.28 it/sec
[2024-12-12 17:21:04,662][demucs.evaluate][INFO] - Eval | 15/20 | 0.28 it/sec
[2024-12-12 17:21:08,159][demucs.evaluate][INFO] - Eval | 16/20 | 0.28 it/sec
[2024-12-12 17:21:11,738][demucs.evaluate][INFO] - Eval | 17/20 | 0.28 it/sec
[2024-12-12 17:21:15,198][demucs.evaluate][INFO] - Eval | 18/20 | 0.28 it/sec
[2024-12-12 17:21:18,725][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 17:21:18,871][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 13.80 it/sec
[2024-12-12 17:21:18,878][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 19.75 it/sec
[2024-12-12 17:21:18,889][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 24.59 it/sec
[2024-12-12 17:21:18,903][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 28.20 it/sec
[2024-12-12 17:21:18,910][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 32.55 it/sec
[2024-12-12 17:21:18,919][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 36.34 it/sec
[2024-12-12 17:21:18,929][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 39.37 it/sec
[2024-12-12 17:21:18,940][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 42.09 it/sec
[2024-12-12 17:21:18,947][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 45.21 it/sec
[2024-12-12 17:21:18,956][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 47.83 it/sec
[2024-12-12 17:21:18,970][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 49.17 it/sec
[2024-12-12 17:21:18,993][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 48.75 it/sec
[2024-12-12 17:21:19,002][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 50.68 it/sec
[2024-12-12 17:21:19,010][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 52.88 it/sec
[2024-12-12 17:21:19,025][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 53.52 it/sec
[2024-12-12 17:21:19,033][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 55.38 it/sec
[2024-12-12 17:21:19,040][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 57.28 it/sec
[2024-12-12 17:21:19,050][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 58.67 it/sec
[2024-12-12 17:21:19,057][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 60.36 it/sec
[2024-12-12 17:21:19,110][demucs.solver][INFO] - Test Summary | Epoch 540 | Nsdr=1.103 | Nsdr_drums=1.109 | Nsdr_bass=1.139 | Nsdr_other=1.078 | Nsdr_vocals=1.087
[2024-12-12 17:21:20,692][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:21:20,693][demucs.solver][INFO] - Training...
[2024-12-12 17:21:30,770][demucs.solver][INFO] - Train | Epoch 541 | 1/14 | 0.24 it/sec | Loss 0.2733 | Reco 0.2733 | Grad 2.4573
[2024-12-12 17:21:31,419][demucs.solver][INFO] - Train | Epoch 541 | 2/14 | 0.33 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 2.6656
[2024-12-12 17:21:32,060][demucs.solver][INFO] - Train | Epoch 541 | 3/14 | 0.41 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 2.6803
[2024-12-12 17:21:32,710][demucs.solver][INFO] - Train | Epoch 541 | 4/14 | 0.48 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 2.5373
[2024-12-12 17:21:33,353][demucs.solver][INFO] - Train | Epoch 541 | 5/14 | 0.55 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.3345
[2024-12-12 17:21:33,997][demucs.solver][INFO] - Train | Epoch 541 | 6/14 | 0.60 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.2592
[2024-12-12 17:21:34,637][demucs.solver][INFO] - Train | Epoch 541 | 7/14 | 0.65 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.0430
[2024-12-12 17:21:35,280][demucs.solver][INFO] - Train | Epoch 541 | 8/14 | 0.70 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.9980
[2024-12-12 17:21:35,923][demucs.solver][INFO] - Train | Epoch 541 | 9/14 | 0.74 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.0073
[2024-12-12 17:21:36,566][demucs.solver][INFO] - Train | Epoch 541 | 10/14 | 0.77 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.0258
[2024-12-12 17:21:37,209][demucs.solver][INFO] - Train | Epoch 541 | 11/14 | 0.81 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.1266
[2024-12-12 17:21:37,849][demucs.solver][INFO] - Train | Epoch 541 | 12/14 | 0.84 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.2249
[2024-12-12 17:21:38,488][demucs.solver][INFO] - Train | Epoch 541 | 13/14 | 0.87 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.1807
[2024-12-12 17:21:38,809][demucs.solver][INFO] - Train Summary | Epoch 541 | Loss=0.2446 | Reco=0.2446 | Grad=2.1807
[2024-12-12 17:21:38,809][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:21:38,809][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:21:41,295][demucs.solver][INFO] - Valid | Epoch 541 | 1/20 | 2.04 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.257
[2024-12-12 17:21:41,728][demucs.solver][INFO] - Valid | Epoch 541 | 2/20 | 2.12 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.055
[2024-12-12 17:21:42,127][demucs.solver][INFO] - Valid | Epoch 541 | 3/20 | 2.21 it/sec | Loss 0.4926 | Reco 0.4926 | Nsdr 1.127
[2024-12-12 17:21:42,546][demucs.solver][INFO] - Valid | Epoch 541 | 4/20 | 2.24 it/sec | Loss 0.5102 | Reco 0.5102 | Nsdr 1.161
[2024-12-12 17:21:42,944][demucs.solver][INFO] - Valid | Epoch 541 | 5/20 | 2.28 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.152
[2024-12-12 17:21:43,145][demucs.solver][INFO] - Valid | Epoch 541 | 6/20 | 2.47 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.171
[2024-12-12 17:21:43,464][demucs.solver][INFO] - Valid | Epoch 541 | 7/20 | 2.54 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.185
[2024-12-12 17:21:43,664][demucs.solver][INFO] - Valid | Epoch 541 | 8/20 | 2.69 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.182
[2024-12-12 17:21:43,980][demucs.solver][INFO] - Valid | Epoch 541 | 9/20 | 2.73 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.198
[2024-12-12 17:21:44,183][demucs.solver][INFO] - Valid | Epoch 541 | 10/20 | 2.84 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.183
[2024-12-12 17:21:44,356][demucs.solver][INFO] - Valid | Epoch 541 | 11/20 | 2.97 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.181
[2024-12-12 17:21:44,562][demucs.solver][INFO] - Valid | Epoch 541 | 12/20 | 3.06 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.161
[2024-12-12 17:21:44,765][demucs.solver][INFO] - Valid | Epoch 541 | 13/20 | 3.15 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.163
[2024-12-12 17:21:44,971][demucs.solver][INFO] - Valid | Epoch 541 | 14/20 | 3.22 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.170
[2024-12-12 17:21:45,161][demucs.solver][INFO] - Valid | Epoch 541 | 15/20 | 3.30 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.176
[2024-12-12 17:21:45,351][demucs.solver][INFO] - Valid | Epoch 541 | 16/20 | 3.38 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.184
[2024-12-12 17:21:45,507][demucs.solver][INFO] - Valid | Epoch 541 | 17/20 | 3.47 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.191
[2024-12-12 17:21:45,697][demucs.solver][INFO] - Valid | Epoch 541 | 18/20 | 3.53 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.163
[2024-12-12 17:21:45,886][demucs.solver][INFO] - Valid | Epoch 541 | 19/20 | 3.59 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.175
[2024-12-12 17:21:46,302][demucs.solver][INFO] - Valid Summary | Epoch 541 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.175 | Best=0.5301 | Bname=main
[2024-12-12 17:21:47,715][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:21:47,715][demucs.solver][INFO] - Training...
[2024-12-12 17:21:54,985][demucs.solver][INFO] - Train | Epoch 542 | 1/14 | 0.35 it/sec | Loss 0.2221 | Reco 0.2221 | Grad 1.5258
[2024-12-12 17:21:58,724][demucs.solver][INFO] - Train | Epoch 542 | 2/14 | 0.32 it/sec | Loss 0.2151 | Reco 0.2151 | Grad 1.9677
[2024-12-12 17:21:59,366][demucs.solver][INFO] - Train | Epoch 542 | 3/14 | 0.40 it/sec | Loss 0.2201 | Reco 0.2201 | Grad 2.5867
[2024-12-12 17:22:00,007][demucs.solver][INFO] - Train | Epoch 542 | 4/14 | 0.47 it/sec | Loss 0.2166 | Reco 0.2166 | Grad 2.4823
[2024-12-12 17:22:00,651][demucs.solver][INFO] - Train | Epoch 542 | 5/14 | 0.53 it/sec | Loss 0.2239 | Reco 0.2239 | Grad 2.8923
[2024-12-12 17:22:01,291][demucs.solver][INFO] - Train | Epoch 542 | 6/14 | 0.58 it/sec | Loss 0.2309 | Reco 0.2309 | Grad 3.1334
[2024-12-12 17:22:01,937][demucs.solver][INFO] - Train | Epoch 542 | 7/14 | 0.63 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 2.7734
[2024-12-12 17:22:02,573][demucs.solver][INFO] - Train | Epoch 542 | 8/14 | 0.68 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 2.9381
[2024-12-12 17:22:03,206][demucs.solver][INFO] - Train | Epoch 542 | 9/14 | 0.72 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.9650
[2024-12-12 17:22:03,839][demucs.solver][INFO] - Train | Epoch 542 | 10/14 | 0.76 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.9648
[2024-12-12 17:22:04,471][demucs.solver][INFO] - Train | Epoch 542 | 11/14 | 0.79 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.8251
[2024-12-12 17:22:05,106][demucs.solver][INFO] - Train | Epoch 542 | 12/14 | 0.82 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 2.7729
[2024-12-12 17:22:05,741][demucs.solver][INFO] - Train | Epoch 542 | 13/14 | 0.85 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.7374
[2024-12-12 17:22:06,063][demucs.solver][INFO] - Train Summary | Epoch 542 | Loss=0.2417 | Reco=0.2417 | Grad=2.7374
[2024-12-12 17:22:06,064][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:22:06,064][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:22:08,239][demucs.solver][INFO] - Valid | Epoch 542 | 1/20 | 3.49 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.321
[2024-12-12 17:22:08,431][demucs.solver][INFO] - Valid | Epoch 542 | 2/20 | 3.92 it/sec | Loss 0.4452 | Reco 0.4452 | Nsdr 1.094
[2024-12-12 17:22:08,608][demucs.solver][INFO] - Valid | Epoch 542 | 3/20 | 4.24 it/sec | Loss 0.4883 | Reco 0.4883 | Nsdr 1.187
[2024-12-12 17:22:08,799][demucs.solver][INFO] - Valid | Epoch 542 | 4/20 | 4.41 it/sec | Loss 0.5046 | Reco 0.5046 | Nsdr 1.236
[2024-12-12 17:22:09,007][demucs.solver][INFO] - Valid | Epoch 542 | 5/20 | 4.47 it/sec | Loss 0.5248 | Reco 0.5248 | Nsdr 1.237
[2024-12-12 17:22:09,196][demucs.solver][INFO] - Valid | Epoch 542 | 6/20 | 4.58 it/sec | Loss 0.5092 | Reco 0.5092 | Nsdr 1.255
[2024-12-12 17:22:09,386][demucs.solver][INFO] - Valid | Epoch 542 | 7/20 | 4.65 it/sec | Loss 0.5295 | Reco 0.5295 | Nsdr 1.279
[2024-12-12 17:22:09,591][demucs.solver][INFO] - Valid | Epoch 542 | 8/20 | 4.67 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.280
[2024-12-12 17:22:09,780][demucs.solver][INFO] - Valid | Epoch 542 | 9/20 | 4.73 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.301
[2024-12-12 17:22:09,954][demucs.solver][INFO] - Valid | Epoch 542 | 10/20 | 4.81 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.282
[2024-12-12 17:22:10,162][demucs.solver][INFO] - Valid | Epoch 542 | 11/20 | 4.81 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.278
[2024-12-12 17:22:10,369][demucs.solver][INFO] - Valid | Epoch 542 | 12/20 | 4.81 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.256
[2024-12-12 17:22:10,560][demucs.solver][INFO] - Valid | Epoch 542 | 13/20 | 4.84 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.258
[2024-12-12 17:22:10,716][demucs.solver][INFO] - Valid | Epoch 542 | 14/20 | 4.92 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.266
[2024-12-12 17:22:10,889][demucs.solver][INFO] - Valid | Epoch 542 | 15/20 | 4.96 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.273
[2024-12-12 17:22:11,079][demucs.solver][INFO] - Valid | Epoch 542 | 16/20 | 4.98 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.279
[2024-12-12 17:22:11,251][demucs.solver][INFO] - Valid | Epoch 542 | 17/20 | 5.02 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.283
[2024-12-12 17:22:11,424][demucs.solver][INFO] - Valid | Epoch 542 | 18/20 | 5.06 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.249
[2024-12-12 17:22:11,627][demucs.solver][INFO] - Valid | Epoch 542 | 19/20 | 5.05 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.262
[2024-12-12 17:22:12,171][demucs.solver][INFO] - Valid Summary | Epoch 542 | Loss=0.5357 | Reco=0.5357 | Nsdr=1.262 | Best=0.5301 | Bname=main
[2024-12-12 17:22:13,580][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:22:13,581][demucs.solver][INFO] - Training...
[2024-12-12 17:22:18,399][demucs.solver][INFO] - Train | Epoch 543 | 1/14 | 0.63 it/sec | Loss 0.2791 | Reco 0.2791 | Grad 2.9596
[2024-12-12 17:22:22,088][demucs.solver][INFO] - Train | Epoch 543 | 2/14 | 0.44 it/sec | Loss 0.2842 | Reco 0.2842 | Grad 2.7660
[2024-12-12 17:22:22,743][demucs.solver][INFO] - Train | Epoch 543 | 3/14 | 0.53 it/sec | Loss 0.2722 | Reco 0.2722 | Grad 2.3476
[2024-12-12 17:22:23,624][demucs.solver][INFO] - Train | Epoch 543 | 4/14 | 0.59 it/sec | Loss 0.2669 | Reco 0.2669 | Grad 2.3651
[2024-12-12 17:22:24,276][demucs.solver][INFO] - Train | Epoch 543 | 5/14 | 0.66 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 2.3848
[2024-12-12 17:22:24,933][demucs.solver][INFO] - Train | Epoch 543 | 6/14 | 0.72 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 2.5601
[2024-12-12 17:22:25,585][demucs.solver][INFO] - Train | Epoch 543 | 7/14 | 0.77 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 2.6496
[2024-12-12 17:22:26,230][demucs.solver][INFO] - Train | Epoch 543 | 8/14 | 0.82 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 2.3955
[2024-12-12 17:22:26,876][demucs.solver][INFO] - Train | Epoch 543 | 9/14 | 0.86 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 2.4290
[2024-12-12 17:22:27,515][demucs.solver][INFO] - Train | Epoch 543 | 10/14 | 0.89 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.4794
[2024-12-12 17:22:28,152][demucs.solver][INFO] - Train | Epoch 543 | 11/14 | 0.93 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 2.4998
[2024-12-12 17:22:28,789][demucs.solver][INFO] - Train | Epoch 543 | 12/14 | 0.96 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 2.4394
[2024-12-12 17:22:29,422][demucs.solver][INFO] - Train | Epoch 543 | 13/14 | 0.99 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.4582
[2024-12-12 17:22:29,769][demucs.solver][INFO] - Train Summary | Epoch 543 | Loss=0.2473 | Reco=0.2473 | Grad=2.4582
[2024-12-12 17:22:29,769][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:22:29,769][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:22:31,954][demucs.solver][INFO] - Valid | Epoch 543 | 1/20 | 3.64 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.333
[2024-12-12 17:22:32,131][demucs.solver][INFO] - Valid | Epoch 543 | 2/20 | 4.13 it/sec | Loss 0.4451 | Reco 0.4451 | Nsdr 1.105
[2024-12-12 17:22:32,323][demucs.solver][INFO] - Valid | Epoch 543 | 3/20 | 4.35 it/sec | Loss 0.4880 | Reco 0.4880 | Nsdr 1.193
[2024-12-12 17:22:32,531][demucs.solver][INFO] - Valid | Epoch 543 | 4/20 | 4.44 it/sec | Loss 0.5046 | Reco 0.5046 | Nsdr 1.239
[2024-12-12 17:22:32,719][demucs.solver][INFO] - Valid | Epoch 543 | 5/20 | 4.56 it/sec | Loss 0.5252 | Reco 0.5252 | Nsdr 1.238
[2024-12-12 17:22:32,907][demucs.solver][INFO] - Valid | Epoch 543 | 6/20 | 4.66 it/sec | Loss 0.5095 | Reco 0.5095 | Nsdr 1.256
[2024-12-12 17:22:33,113][demucs.solver][INFO] - Valid | Epoch 543 | 7/20 | 4.68 it/sec | Loss 0.5298 | Reco 0.5298 | Nsdr 1.277
[2024-12-12 17:22:33,300][demucs.solver][INFO] - Valid | Epoch 543 | 8/20 | 4.74 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.277
[2024-12-12 17:22:33,495][demucs.solver][INFO] - Valid | Epoch 543 | 9/20 | 4.78 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.296
[2024-12-12 17:22:33,700][demucs.solver][INFO] - Valid | Epoch 543 | 10/20 | 4.79 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.278
[2024-12-12 17:22:33,906][demucs.solver][INFO] - Valid | Epoch 543 | 11/20 | 4.79 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.275
[2024-12-12 17:22:34,119][demucs.solver][INFO] - Valid | Epoch 543 | 12/20 | 4.79 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.252
[2024-12-12 17:22:34,330][demucs.solver][INFO] - Valid | Epoch 543 | 13/20 | 4.78 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.253
[2024-12-12 17:22:34,524][demucs.solver][INFO] - Valid | Epoch 543 | 14/20 | 4.81 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.261
[2024-12-12 17:22:34,712][demucs.solver][INFO] - Valid | Epoch 543 | 15/20 | 4.84 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.268
[2024-12-12 17:22:34,887][demucs.solver][INFO] - Valid | Epoch 543 | 16/20 | 4.88 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.274
[2024-12-12 17:22:35,075][demucs.solver][INFO] - Valid | Epoch 543 | 17/20 | 4.90 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.280
[2024-12-12 17:22:35,263][demucs.solver][INFO] - Valid | Epoch 543 | 18/20 | 4.92 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.247
[2024-12-12 17:22:35,455][demucs.solver][INFO] - Valid | Epoch 543 | 19/20 | 4.94 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.260
[2024-12-12 17:22:36,325][demucs.solver][INFO] - Valid Summary | Epoch 543 | Loss=0.5355 | Reco=0.5355 | Nsdr=1.260 | Best=0.5301 | Bname=main
[2024-12-12 17:22:37,699][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:22:37,700][demucs.solver][INFO] - Training...
[2024-12-12 17:22:48,477][demucs.solver][INFO] - Train | Epoch 544 | 1/14 | 0.22 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.6648
[2024-12-12 17:22:49,130][demucs.solver][INFO] - Train | Epoch 544 | 2/14 | 0.31 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.6609
[2024-12-12 17:22:49,779][demucs.solver][INFO] - Train | Epoch 544 | 3/14 | 0.39 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.6150
[2024-12-12 17:22:50,423][demucs.solver][INFO] - Train | Epoch 544 | 4/14 | 0.45 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.8142
[2024-12-12 17:22:51,070][demucs.solver][INFO] - Train | Epoch 544 | 5/14 | 0.51 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 3.0049
[2024-12-12 17:22:51,717][demucs.solver][INFO] - Train | Epoch 544 | 6/14 | 0.57 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 2.6319
[2024-12-12 17:22:52,360][demucs.solver][INFO] - Train | Epoch 544 | 7/14 | 0.62 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 2.7916
[2024-12-12 17:22:53,003][demucs.solver][INFO] - Train | Epoch 544 | 8/14 | 0.66 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.5642
[2024-12-12 17:22:53,647][demucs.solver][INFO] - Train | Epoch 544 | 9/14 | 0.70 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.3702
[2024-12-12 17:22:54,285][demucs.solver][INFO] - Train | Epoch 544 | 10/14 | 0.74 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 2.4811
[2024-12-12 17:22:54,925][demucs.solver][INFO] - Train | Epoch 544 | 11/14 | 0.77 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.4034
[2024-12-12 17:22:55,561][demucs.solver][INFO] - Train | Epoch 544 | 12/14 | 0.81 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.2811
[2024-12-12 17:22:56,199][demucs.solver][INFO] - Train | Epoch 544 | 13/14 | 0.83 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 2.2123
[2024-12-12 17:22:56,535][demucs.solver][INFO] - Train Summary | Epoch 544 | Loss=0.2467 | Reco=0.2467 | Grad=2.2123
[2024-12-12 17:22:56,536][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:22:56,536][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:22:58,684][demucs.solver][INFO] - Valid | Epoch 544 | 1/20 | 3.12 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.334
[2024-12-12 17:22:58,883][demucs.solver][INFO] - Valid | Epoch 544 | 2/20 | 3.57 it/sec | Loss 0.4453 | Reco 0.4453 | Nsdr 1.113
[2024-12-12 17:22:59,059][demucs.solver][INFO] - Valid | Epoch 544 | 3/20 | 3.94 it/sec | Loss 0.4889 | Reco 0.4889 | Nsdr 1.189
[2024-12-12 17:22:59,265][demucs.solver][INFO] - Valid | Epoch 544 | 4/20 | 4.09 it/sec | Loss 0.5059 | Reco 0.5059 | Nsdr 1.228
[2024-12-12 17:22:59,453][demucs.solver][INFO] - Valid | Epoch 544 | 5/20 | 4.25 it/sec | Loss 0.5271 | Reco 0.5271 | Nsdr 1.219
[2024-12-12 17:22:59,647][demucs.solver][INFO] - Valid | Epoch 544 | 6/20 | 4.36 it/sec | Loss 0.5113 | Reco 0.5113 | Nsdr 1.237
[2024-12-12 17:22:59,842][demucs.solver][INFO] - Valid | Epoch 544 | 7/20 | 4.45 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.255
[2024-12-12 17:23:00,036][demucs.solver][INFO] - Valid | Epoch 544 | 8/20 | 4.52 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.253
[2024-12-12 17:23:00,212][demucs.solver][INFO] - Valid | Epoch 544 | 9/20 | 4.61 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.270
[2024-12-12 17:23:00,385][demucs.solver][INFO] - Valid | Epoch 544 | 10/20 | 4.70 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.254
[2024-12-12 17:23:00,574][demucs.solver][INFO] - Valid | Epoch 544 | 11/20 | 4.74 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.251
[2024-12-12 17:23:00,765][demucs.solver][INFO] - Valid | Epoch 544 | 12/20 | 4.78 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.229
[2024-12-12 17:23:00,938][demucs.solver][INFO] - Valid | Epoch 544 | 13/20 | 4.83 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.231
[2024-12-12 17:23:01,129][demucs.solver][INFO] - Valid | Epoch 544 | 14/20 | 4.86 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.239
[2024-12-12 17:23:01,301][demucs.solver][INFO] - Valid | Epoch 544 | 15/20 | 4.91 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.247
[2024-12-12 17:23:01,493][demucs.solver][INFO] - Valid | Epoch 544 | 16/20 | 4.93 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.253
[2024-12-12 17:23:01,684][demucs.solver][INFO] - Valid | Epoch 544 | 17/20 | 4.94 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.261
[2024-12-12 17:23:01,877][demucs.solver][INFO] - Valid | Epoch 544 | 18/20 | 4.95 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.230
[2024-12-12 17:23:02,051][demucs.solver][INFO] - Valid | Epoch 544 | 19/20 | 4.99 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.241
[2024-12-12 17:23:02,426][demucs.solver][INFO] - Valid Summary | Epoch 544 | Loss=0.5374 | Reco=0.5374 | Nsdr=1.241 | Best=0.5301 | Bname=main
[2024-12-12 17:23:03,828][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:23:03,828][demucs.solver][INFO] - Training...
[2024-12-12 17:23:12,108][demucs.solver][INFO] - Train | Epoch 545 | 1/14 | 0.31 it/sec | Loss 0.2210 | Reco 0.2210 | Grad 0.5668
[2024-12-12 17:23:12,763][demucs.solver][INFO] - Train | Epoch 545 | 2/14 | 0.43 it/sec | Loss 0.2328 | Reco 0.2328 | Grad 1.0428
[2024-12-12 17:23:13,796][demucs.solver][INFO] - Train | Epoch 545 | 3/14 | 0.50 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 0.8734
[2024-12-12 17:23:14,439][demucs.solver][INFO] - Train | Epoch 545 | 4/14 | 0.57 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 1.4852
[2024-12-12 17:23:15,082][demucs.solver][INFO] - Train | Epoch 545 | 5/14 | 0.64 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.6279
[2024-12-12 17:23:15,724][demucs.solver][INFO] - Train | Epoch 545 | 6/14 | 0.70 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 1.4983
[2024-12-12 17:23:16,368][demucs.solver][INFO] - Train | Epoch 545 | 7/14 | 0.75 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.8135
[2024-12-12 17:23:17,017][demucs.solver][INFO] - Train | Epoch 545 | 8/14 | 0.80 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.0896
[2024-12-12 17:23:17,661][demucs.solver][INFO] - Train | Epoch 545 | 9/14 | 0.84 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.9939
[2024-12-12 17:23:18,298][demucs.solver][INFO] - Train | Epoch 545 | 10/14 | 0.88 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.9251
[2024-12-12 17:23:18,943][demucs.solver][INFO] - Train | Epoch 545 | 11/14 | 0.91 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.1650
[2024-12-12 17:23:19,585][demucs.solver][INFO] - Train | Epoch 545 | 12/14 | 0.94 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.2098
[2024-12-12 17:23:21,667][demucs.solver][INFO] - Train | Epoch 545 | 13/14 | 0.88 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.2470
[2024-12-12 17:23:21,975][demucs.solver][INFO] - Train Summary | Epoch 545 | Loss=0.2472 | Reco=0.2472 | Grad=2.2470
[2024-12-12 17:23:21,976][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:23:21,976][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:23:24,840][demucs.solver][INFO] - Valid | Epoch 545 | 1/20 | 1.66 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.381
[2024-12-12 17:23:25,137][demucs.solver][INFO] - Valid | Epoch 545 | 2/20 | 1.99 it/sec | Loss 0.4430 | Reco 0.4430 | Nsdr 1.143
[2024-12-12 17:23:25,419][demucs.solver][INFO] - Valid | Epoch 545 | 3/20 | 2.24 it/sec | Loss 0.4863 | Reco 0.4863 | Nsdr 1.240
[2024-12-12 17:23:25,821][demucs.solver][INFO] - Valid | Epoch 545 | 4/20 | 2.29 it/sec | Loss 0.5029 | Reco 0.5029 | Nsdr 1.285
[2024-12-12 17:23:26,167][demucs.solver][INFO] - Valid | Epoch 545 | 5/20 | 2.37 it/sec | Loss 0.5236 | Reco 0.5236 | Nsdr 1.274
[2024-12-12 17:23:26,467][demucs.solver][INFO] - Valid | Epoch 545 | 6/20 | 2.47 it/sec | Loss 0.5079 | Reco 0.5079 | Nsdr 1.290
[2024-12-12 17:23:26,714][demucs.solver][INFO] - Valid | Epoch 545 | 7/20 | 2.60 it/sec | Loss 0.5283 | Reco 0.5283 | Nsdr 1.314
[2024-12-12 17:23:26,918][demucs.solver][INFO] - Valid | Epoch 545 | 8/20 | 2.74 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.311
[2024-12-12 17:23:27,187][demucs.solver][INFO] - Valid | Epoch 545 | 9/20 | 2.81 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.330
[2024-12-12 17:23:27,495][demucs.solver][INFO] - Valid | Epoch 545 | 10/20 | 2.85 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.311
[2024-12-12 17:23:27,790][demucs.solver][INFO] - Valid | Epoch 545 | 11/20 | 2.89 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.307
[2024-12-12 17:23:27,944][demucs.solver][INFO] - Valid | Epoch 545 | 12/20 | 3.02 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.284
[2024-12-12 17:23:28,144][demucs.solver][INFO] - Valid | Epoch 545 | 13/20 | 3.10 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.283
[2024-12-12 17:23:28,470][demucs.solver][INFO] - Valid | Epoch 545 | 14/20 | 3.10 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.291
[2024-12-12 17:23:28,676][demucs.solver][INFO] - Valid | Epoch 545 | 15/20 | 3.17 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.299
[2024-12-12 17:23:28,908][demucs.solver][INFO] - Valid | Epoch 545 | 16/20 | 3.22 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.305
[2024-12-12 17:23:29,119][demucs.solver][INFO] - Valid | Epoch 545 | 17/20 | 3.28 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.315
[2024-12-12 17:23:29,390][demucs.solver][INFO] - Valid | Epoch 545 | 18/20 | 3.30 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.282
[2024-12-12 17:23:29,590][demucs.solver][INFO] - Valid | Epoch 545 | 19/20 | 3.36 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.296
[2024-12-12 17:23:30,998][demucs.solver][INFO] - Valid Summary | Epoch 545 | Loss=0.5339 | Reco=0.5339 | Nsdr=1.296 | Best=0.5301 | Bname=main
[2024-12-12 17:23:32,707][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:23:32,707][demucs.solver][INFO] - Training...
[2024-12-12 17:23:39,584][demucs.solver][INFO] - Train | Epoch 546 | 1/14 | 0.38 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 2.8907
[2024-12-12 17:23:40,517][demucs.solver][INFO] - Train | Epoch 546 | 2/14 | 0.49 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 3.0781
[2024-12-12 17:23:41,316][demucs.solver][INFO] - Train | Epoch 546 | 3/14 | 0.58 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.8026
[2024-12-12 17:23:41,963][demucs.solver][INFO] - Train | Epoch 546 | 4/14 | 0.66 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 2.6118
[2024-12-12 17:23:42,614][demucs.solver][INFO] - Train | Epoch 546 | 5/14 | 0.73 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.8251
[2024-12-12 17:23:43,260][demucs.solver][INFO] - Train | Epoch 546 | 6/14 | 0.79 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.6608
[2024-12-12 17:23:43,908][demucs.solver][INFO] - Train | Epoch 546 | 7/14 | 0.84 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.3567
[2024-12-12 17:23:44,550][demucs.solver][INFO] - Train | Epoch 546 | 8/14 | 0.88 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 2.3106
[2024-12-12 17:23:45,194][demucs.solver][INFO] - Train | Epoch 546 | 9/14 | 0.92 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 2.1361
[2024-12-12 17:23:45,838][demucs.solver][INFO] - Train | Epoch 546 | 10/14 | 0.96 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 2.1513
[2024-12-12 17:23:46,476][demucs.solver][INFO] - Train | Epoch 546 | 11/14 | 0.99 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 2.0792
[2024-12-12 17:23:47,114][demucs.solver][INFO] - Train | Epoch 546 | 12/14 | 1.02 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.0307
[2024-12-12 17:23:47,751][demucs.solver][INFO] - Train | Epoch 546 | 13/14 | 1.05 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 1.9334
[2024-12-12 17:23:48,080][demucs.solver][INFO] - Train Summary | Epoch 546 | Loss=0.2481 | Reco=0.2481 | Grad=1.9334
[2024-12-12 17:23:48,081][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:23:48,081][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:23:50,435][demucs.solver][INFO] - Valid | Epoch 546 | 1/20 | 2.66 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.311
[2024-12-12 17:23:50,628][demucs.solver][INFO] - Valid | Epoch 546 | 2/20 | 3.18 it/sec | Loss 0.4462 | Reco 0.4462 | Nsdr 1.094
[2024-12-12 17:23:50,824][demucs.solver][INFO] - Valid | Epoch 546 | 3/20 | 3.51 it/sec | Loss 0.4900 | Reco 0.4900 | Nsdr 1.173
[2024-12-12 17:23:50,981][demucs.solver][INFO] - Valid | Epoch 546 | 4/20 | 3.85 it/sec | Loss 0.5071 | Reco 0.5071 | Nsdr 1.212
[2024-12-12 17:23:51,177][demucs.solver][INFO] - Valid | Epoch 546 | 5/20 | 4.02 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 1.202
[2024-12-12 17:23:51,371][demucs.solver][INFO] - Valid | Epoch 546 | 6/20 | 4.15 it/sec | Loss 0.5126 | Reco 0.5126 | Nsdr 1.220
[2024-12-12 17:23:51,578][demucs.solver][INFO] - Valid | Epoch 546 | 7/20 | 4.22 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.238
[2024-12-12 17:23:51,788][demucs.solver][INFO] - Valid | Epoch 546 | 8/20 | 4.28 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.234
[2024-12-12 17:23:51,999][demucs.solver][INFO] - Valid | Epoch 546 | 9/20 | 4.32 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.253
[2024-12-12 17:23:52,195][demucs.solver][INFO] - Valid | Epoch 546 | 10/20 | 4.38 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.236
[2024-12-12 17:23:52,369][demucs.solver][INFO] - Valid | Epoch 546 | 11/20 | 4.47 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.235
[2024-12-12 17:23:52,583][demucs.solver][INFO] - Valid | Epoch 546 | 12/20 | 4.48 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.214
[2024-12-12 17:23:52,756][demucs.solver][INFO] - Valid | Epoch 546 | 13/20 | 4.56 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.215
[2024-12-12 17:23:52,972][demucs.solver][INFO] - Valid | Epoch 546 | 14/20 | 4.56 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.224
[2024-12-12 17:23:53,184][demucs.solver][INFO] - Valid | Epoch 546 | 15/20 | 4.57 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.231
[2024-12-12 17:23:53,395][demucs.solver][INFO] - Valid | Epoch 546 | 16/20 | 4.58 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.238
[2024-12-12 17:23:53,604][demucs.solver][INFO] - Valid | Epoch 546 | 17/20 | 4.59 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.246
[2024-12-12 17:23:53,759][demucs.solver][INFO] - Valid | Epoch 546 | 18/20 | 4.66 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.215
[2024-12-12 17:23:53,951][demucs.solver][INFO] - Valid | Epoch 546 | 19/20 | 4.69 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.228
[2024-12-12 17:23:54,331][demucs.solver][INFO] - Valid Summary | Epoch 546 | Loss=0.5385 | Reco=0.5385 | Nsdr=1.228 | Best=0.5301 | Bname=main
[2024-12-12 17:23:55,758][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:23:55,758][demucs.solver][INFO] - Training...
[2024-12-12 17:24:05,093][demucs.solver][INFO] - Train | Epoch 547 | 1/14 | 0.26 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.3247
[2024-12-12 17:24:05,775][demucs.solver][INFO] - Train | Epoch 547 | 2/14 | 0.36 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.5901
[2024-12-12 17:24:06,505][demucs.solver][INFO] - Train | Epoch 547 | 3/14 | 0.44 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.0556
[2024-12-12 17:24:07,171][demucs.solver][INFO] - Train | Epoch 547 | 4/14 | 0.51 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 1.7476
[2024-12-12 17:24:07,861][demucs.solver][INFO] - Train | Epoch 547 | 5/14 | 0.57 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 1.9262
[2024-12-12 17:24:08,527][demucs.solver][INFO] - Train | Epoch 547 | 6/14 | 0.63 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.7408
[2024-12-12 17:24:09,184][demucs.solver][INFO] - Train | Epoch 547 | 7/14 | 0.68 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.9144
[2024-12-12 17:24:09,839][demucs.solver][INFO] - Train | Epoch 547 | 8/14 | 0.72 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 1.9013
[2024-12-12 17:24:10,481][demucs.solver][INFO] - Train | Epoch 547 | 9/14 | 0.76 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.9026
[2024-12-12 17:24:11,122][demucs.solver][INFO] - Train | Epoch 547 | 10/14 | 0.80 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.8502
[2024-12-12 17:24:11,765][demucs.solver][INFO] - Train | Epoch 547 | 11/14 | 0.83 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.8037
[2024-12-12 17:24:12,406][demucs.solver][INFO] - Train | Epoch 547 | 12/14 | 0.86 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.6762
[2024-12-12 17:24:13,044][demucs.solver][INFO] - Train | Epoch 547 | 13/14 | 0.89 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 1.6556
[2024-12-12 17:24:13,371][demucs.solver][INFO] - Train Summary | Epoch 547 | Loss=0.2481 | Reco=0.2481 | Grad=1.6556
[2024-12-12 17:24:13,372][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:24:13,372][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:24:16,730][demucs.solver][INFO] - Valid | Epoch 547 | 1/20 | 1.16 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.276
[2024-12-12 17:24:17,364][demucs.solver][INFO] - Valid | Epoch 547 | 2/20 | 1.27 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.061
[2024-12-12 17:24:17,771][demucs.solver][INFO] - Valid | Epoch 547 | 3/20 | 1.44 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.141
[2024-12-12 17:24:18,036][demucs.solver][INFO] - Valid | Epoch 547 | 4/20 | 1.65 it/sec | Loss 0.5095 | Reco 0.5095 | Nsdr 1.181
[2024-12-12 17:24:18,359][demucs.solver][INFO] - Valid | Epoch 547 | 5/20 | 1.79 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 1.177
[2024-12-12 17:24:18,804][demucs.solver][INFO] - Valid | Epoch 547 | 6/20 | 1.84 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.194
[2024-12-12 17:24:19,184][demucs.solver][INFO] - Valid | Epoch 547 | 7/20 | 1.91 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.213
[2024-12-12 17:24:19,443][demucs.solver][INFO] - Valid | Epoch 547 | 8/20 | 2.02 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.206
[2024-12-12 17:24:19,672][demucs.solver][INFO] - Valid | Epoch 547 | 9/20 | 2.14 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.226
[2024-12-12 17:24:19,879][demucs.solver][INFO] - Valid | Epoch 547 | 10/20 | 2.25 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.209
[2024-12-12 17:24:20,066][demucs.solver][INFO] - Valid | Epoch 547 | 11/20 | 2.37 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.207
[2024-12-12 17:24:20,360][demucs.solver][INFO] - Valid | Epoch 547 | 12/20 | 2.42 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.187
[2024-12-12 17:24:20,583][demucs.solver][INFO] - Valid | Epoch 547 | 13/20 | 2.51 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.189
[2024-12-12 17:24:20,777][demucs.solver][INFO] - Valid | Epoch 547 | 14/20 | 2.60 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.197
[2024-12-12 17:24:20,968][demucs.solver][INFO] - Valid | Epoch 547 | 15/20 | 2.68 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.204
[2024-12-12 17:24:21,202][demucs.solver][INFO] - Valid | Epoch 547 | 16/20 | 2.74 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.210
[2024-12-12 17:24:21,496][demucs.solver][INFO] - Valid | Epoch 547 | 17/20 | 2.77 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.217
[2024-12-12 17:24:21,759][demucs.solver][INFO] - Valid | Epoch 547 | 18/20 | 2.81 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.187
[2024-12-12 17:24:22,014][demucs.solver][INFO] - Valid | Epoch 547 | 19/20 | 2.85 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.200
[2024-12-12 17:24:22,398][demucs.solver][INFO] - Valid Summary | Epoch 547 | Loss=0.5406 | Reco=0.5406 | Nsdr=1.200 | Best=0.5301 | Bname=main
[2024-12-12 17:24:23,839][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:24:23,839][demucs.solver][INFO] - Training...
[2024-12-12 17:24:36,062][demucs.solver][INFO] - Train | Epoch 548 | 1/14 | 0.19 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.1622
[2024-12-12 17:24:36,701][demucs.solver][INFO] - Train | Epoch 548 | 2/14 | 0.27 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.0140
[2024-12-12 17:24:37,344][demucs.solver][INFO] - Train | Epoch 548 | 3/14 | 0.34 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 0.9552
[2024-12-12 17:24:37,977][demucs.solver][INFO] - Train | Epoch 548 | 4/14 | 0.40 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 1.1986
[2024-12-12 17:24:38,608][demucs.solver][INFO] - Train | Epoch 548 | 5/14 | 0.46 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 1.1444
[2024-12-12 17:24:39,245][demucs.solver][INFO] - Train | Epoch 548 | 6/14 | 0.51 it/sec | Loss 0.2293 | Reco 0.2293 | Grad 1.0235
[2024-12-12 17:24:39,881][demucs.solver][INFO] - Train | Epoch 548 | 7/14 | 0.56 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 1.3688
[2024-12-12 17:24:40,516][demucs.solver][INFO] - Train | Epoch 548 | 8/14 | 0.60 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 1.5546
[2024-12-12 17:24:41,149][demucs.solver][INFO] - Train | Epoch 548 | 9/14 | 0.64 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 1.6006
[2024-12-12 17:24:41,787][demucs.solver][INFO] - Train | Epoch 548 | 10/14 | 0.68 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.6970
[2024-12-12 17:24:42,424][demucs.solver][INFO] - Train | Epoch 548 | 11/14 | 0.71 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.8727
[2024-12-12 17:24:43,061][demucs.solver][INFO] - Train | Epoch 548 | 12/14 | 0.74 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.8785
[2024-12-12 17:24:43,699][demucs.solver][INFO] - Train | Epoch 548 | 13/14 | 0.77 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.9673
[2024-12-12 17:24:44,084][demucs.solver][INFO] - Train Summary | Epoch 548 | Loss=0.2446 | Reco=0.2446 | Grad=1.9673
[2024-12-12 17:24:44,085][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:24:44,085][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:24:46,752][demucs.solver][INFO] - Valid | Epoch 548 | 1/20 | 2.05 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.275
[2024-12-12 17:24:47,147][demucs.solver][INFO] - Valid | Epoch 548 | 2/20 | 2.19 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.062
[2024-12-12 17:24:47,483][demucs.solver][INFO] - Valid | Epoch 548 | 3/20 | 2.34 it/sec | Loss 0.4915 | Reco 0.4915 | Nsdr 1.146
[2024-12-12 17:24:47,870][demucs.solver][INFO] - Valid | Epoch 548 | 4/20 | 2.39 it/sec | Loss 0.5087 | Reco 0.5087 | Nsdr 1.184
[2024-12-12 17:24:48,139][demucs.solver][INFO] - Valid | Epoch 548 | 5/20 | 2.54 it/sec | Loss 0.5301 | Reco 0.5301 | Nsdr 1.175
[2024-12-12 17:24:48,337][demucs.solver][INFO] - Valid | Epoch 548 | 6/20 | 2.73 it/sec | Loss 0.5142 | Reco 0.5142 | Nsdr 1.191
[2024-12-12 17:24:48,494][demucs.solver][INFO] - Valid | Epoch 548 | 7/20 | 2.94 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.208
[2024-12-12 17:24:48,802][demucs.solver][INFO] - Valid | Epoch 548 | 8/20 | 2.97 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.201
[2024-12-12 17:24:49,045][demucs.solver][INFO] - Valid | Epoch 548 | 9/20 | 3.06 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.221
[2024-12-12 17:24:49,296][demucs.solver][INFO] - Valid | Epoch 548 | 10/20 | 3.12 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.207
[2024-12-12 17:24:49,500][demucs.solver][INFO] - Valid | Epoch 548 | 11/20 | 3.22 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.205
[2024-12-12 17:24:49,724][demucs.solver][INFO] - Valid | Epoch 548 | 12/20 | 3.29 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.184
[2024-12-12 17:24:49,920][demucs.solver][INFO] - Valid | Epoch 548 | 13/20 | 3.38 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.186
[2024-12-12 17:24:50,113][demucs.solver][INFO] - Valid | Epoch 548 | 14/20 | 3.46 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.194
[2024-12-12 17:24:50,325][demucs.solver][INFO] - Valid | Epoch 548 | 15/20 | 3.52 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.201
[2024-12-12 17:24:50,513][demucs.solver][INFO] - Valid | Epoch 548 | 16/20 | 3.59 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.207
[2024-12-12 17:24:50,721][demucs.solver][INFO] - Valid | Epoch 548 | 17/20 | 3.64 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.216
[2024-12-12 17:24:50,910][demucs.solver][INFO] - Valid | Epoch 548 | 18/20 | 3.70 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.186
[2024-12-12 17:24:51,102][demucs.solver][INFO] - Valid | Epoch 548 | 19/20 | 3.75 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.199
[2024-12-12 17:24:51,465][demucs.solver][INFO] - Valid Summary | Epoch 548 | Loss=0.5400 | Reco=0.5400 | Nsdr=1.199 | Best=0.5301 | Bname=main
[2024-12-12 17:24:53,196][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:24:53,197][demucs.solver][INFO] - Training...
[2024-12-12 17:25:01,965][demucs.solver][INFO] - Train | Epoch 549 | 1/14 | 0.28 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 3.5084
[2024-12-12 17:25:02,610][demucs.solver][INFO] - Train | Epoch 549 | 2/14 | 0.38 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 2.7939
[2024-12-12 17:25:03,259][demucs.solver][INFO] - Train | Epoch 549 | 3/14 | 0.47 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 2.5346
[2024-12-12 17:25:03,908][demucs.solver][INFO] - Train | Epoch 549 | 4/14 | 0.55 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.5458
[2024-12-12 17:25:04,557][demucs.solver][INFO] - Train | Epoch 549 | 5/14 | 0.61 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 2.7880
[2024-12-12 17:25:05,201][demucs.solver][INFO] - Train | Epoch 549 | 6/14 | 0.67 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 3.0149
[2024-12-12 17:25:07,657][demucs.solver][INFO] - Train | Epoch 549 | 7/14 | 0.62 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 3.1348
[2024-12-12 17:25:08,293][demucs.solver][INFO] - Train | Epoch 549 | 8/14 | 0.67 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 3.1278
[2024-12-12 17:25:08,932][demucs.solver][INFO] - Train | Epoch 549 | 9/14 | 0.71 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 2.9924
[2024-12-12 17:25:09,570][demucs.solver][INFO] - Train | Epoch 549 | 10/14 | 0.74 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 2.9356
[2024-12-12 17:25:10,208][demucs.solver][INFO] - Train | Epoch 549 | 11/14 | 0.78 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 2.7453
[2024-12-12 17:25:10,847][demucs.solver][INFO] - Train | Epoch 549 | 12/14 | 0.81 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 2.7081
[2024-12-12 17:25:11,487][demucs.solver][INFO] - Train | Epoch 549 | 13/14 | 0.84 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 2.8971
[2024-12-12 17:25:11,835][demucs.solver][INFO] - Train Summary | Epoch 549 | Loss=0.2390 | Reco=0.2390 | Grad=2.8971
[2024-12-12 17:25:11,835][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:25:11,835][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:25:14,162][demucs.solver][INFO] - Valid | Epoch 549 | 1/20 | 3.44 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.316
[2024-12-12 17:25:14,358][demucs.solver][INFO] - Valid | Epoch 549 | 2/20 | 3.86 it/sec | Loss 0.4452 | Reco 0.4452 | Nsdr 1.090
[2024-12-12 17:25:14,577][demucs.solver][INFO] - Valid | Epoch 549 | 3/20 | 4.01 it/sec | Loss 0.4888 | Reco 0.4888 | Nsdr 1.177
[2024-12-12 17:25:14,789][demucs.solver][INFO] - Valid | Epoch 549 | 4/20 | 4.14 it/sec | Loss 0.5055 | Reco 0.5055 | Nsdr 1.220
[2024-12-12 17:25:14,984][demucs.solver][INFO] - Valid | Epoch 549 | 5/20 | 4.28 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.216
[2024-12-12 17:25:15,174][demucs.solver][INFO] - Valid | Epoch 549 | 6/20 | 4.39 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.231
[2024-12-12 17:25:15,366][demucs.solver][INFO] - Valid | Epoch 549 | 7/20 | 4.48 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.252
[2024-12-12 17:25:15,559][demucs.solver][INFO] - Valid | Epoch 549 | 8/20 | 4.55 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.252
[2024-12-12 17:25:15,754][demucs.solver][INFO] - Valid | Epoch 549 | 9/20 | 4.60 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.271
[2024-12-12 17:25:15,964][demucs.solver][INFO] - Valid | Epoch 549 | 10/20 | 4.62 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.254
[2024-12-12 17:25:16,121][demucs.solver][INFO] - Valid | Epoch 549 | 11/20 | 4.72 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.251
[2024-12-12 17:25:16,296][demucs.solver][INFO] - Valid | Epoch 549 | 12/20 | 4.79 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.229
[2024-12-12 17:25:16,489][demucs.solver][INFO] - Valid | Epoch 549 | 13/20 | 4.81 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.230
[2024-12-12 17:25:16,698][demucs.solver][INFO] - Valid | Epoch 549 | 14/20 | 4.81 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.237
[2024-12-12 17:25:16,889][demucs.solver][INFO] - Valid | Epoch 549 | 15/20 | 4.84 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.245
[2024-12-12 17:25:17,060][demucs.solver][INFO] - Valid | Epoch 549 | 16/20 | 4.89 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.250
[2024-12-12 17:25:17,269][demucs.solver][INFO] - Valid | Epoch 549 | 17/20 | 4.88 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.257
[2024-12-12 17:25:17,442][demucs.solver][INFO] - Valid | Epoch 549 | 18/20 | 4.92 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.226
[2024-12-12 17:25:17,650][demucs.solver][INFO] - Valid | Epoch 549 | 19/20 | 4.92 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.238
[2024-12-12 17:25:18,008][demucs.solver][INFO] - Valid Summary | Epoch 549 | Loss=0.5371 | Reco=0.5371 | Nsdr=1.238 | Best=0.5301 | Bname=main
[2024-12-12 17:25:19,568][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:25:19,568][demucs.solver][INFO] - Training...
[2024-12-12 17:25:32,271][demucs.solver][INFO] - Train | Epoch 550 | 1/14 | 0.18 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.9174
[2024-12-12 17:25:33,837][demucs.solver][INFO] - Train | Epoch 550 | 2/14 | 0.24 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.3592
[2024-12-12 17:25:34,485][demucs.solver][INFO] - Train | Epoch 550 | 3/14 | 0.30 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.6989
[2024-12-12 17:25:35,126][demucs.solver][INFO] - Train | Epoch 550 | 4/14 | 0.36 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.4002
[2024-12-12 17:25:35,768][demucs.solver][INFO] - Train | Epoch 550 | 5/14 | 0.42 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.4644
[2024-12-12 17:25:36,410][demucs.solver][INFO] - Train | Epoch 550 | 6/14 | 0.46 it/sec | Loss 0.2348 | Reco 0.2348 | Grad 1.3059
[2024-12-12 17:25:37,055][demucs.solver][INFO] - Train | Epoch 550 | 7/14 | 0.51 it/sec | Loss 0.2290 | Reco 0.2290 | Grad 1.1828
[2024-12-12 17:25:37,692][demucs.solver][INFO] - Train | Epoch 550 | 8/14 | 0.55 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 1.4471
[2024-12-12 17:25:38,331][demucs.solver][INFO] - Train | Epoch 550 | 9/14 | 0.59 it/sec | Loss 0.2284 | Reco 0.2284 | Grad 1.5215
[2024-12-12 17:25:38,973][demucs.solver][INFO] - Train | Epoch 550 | 10/14 | 0.62 it/sec | Loss 0.2296 | Reco 0.2296 | Grad 1.4114
[2024-12-12 17:25:39,614][demucs.solver][INFO] - Train | Epoch 550 | 11/14 | 0.66 it/sec | Loss 0.2305 | Reco 0.2305 | Grad 1.4294
[2024-12-12 17:25:40,257][demucs.solver][INFO] - Train | Epoch 550 | 12/14 | 0.69 it/sec | Loss 0.2310 | Reco 0.2310 | Grad 1.4578
[2024-12-12 17:25:40,900][demucs.solver][INFO] - Train | Epoch 550 | 13/14 | 0.72 it/sec | Loss 0.2343 | Reco 0.2343 | Grad 1.6560
[2024-12-12 17:25:41,242][demucs.solver][INFO] - Train Summary | Epoch 550 | Loss=0.2343 | Reco=0.2343 | Grad=1.6560
[2024-12-12 17:25:41,242][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:25:41,242][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:25:44,113][demucs.solver][INFO] - Valid | Epoch 550 | 1/20 | 1.60 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.204
[2024-12-12 17:25:44,277][demucs.solver][INFO] - Valid | Epoch 550 | 2/20 | 2.12 it/sec | Loss 0.4513 | Reco 0.4513 | Nsdr 1.001
[2024-12-12 17:25:44,432][demucs.solver][INFO] - Valid | Epoch 550 | 3/20 | 2.55 it/sec | Loss 0.4956 | Reco 0.4956 | Nsdr 1.086
[2024-12-12 17:25:44,606][demucs.solver][INFO] - Valid | Epoch 550 | 4/20 | 2.87 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.131
[2024-12-12 17:25:44,804][demucs.solver][INFO] - Valid | Epoch 550 | 5/20 | 3.09 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.124
[2024-12-12 17:25:45,019][demucs.solver][INFO] - Valid | Epoch 550 | 6/20 | 3.25 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.143
[2024-12-12 17:25:45,195][demucs.solver][INFO] - Valid | Epoch 550 | 7/20 | 3.43 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.165
[2024-12-12 17:25:45,411][demucs.solver][INFO] - Valid | Epoch 550 | 8/20 | 3.53 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.165
[2024-12-12 17:25:45,624][demucs.solver][INFO] - Valid | Epoch 550 | 9/20 | 3.62 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.186
[2024-12-12 17:25:45,835][demucs.solver][INFO] - Valid | Epoch 550 | 10/20 | 3.70 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.167
[2024-12-12 17:25:46,007][demucs.solver][INFO] - Valid | Epoch 550 | 11/20 | 3.82 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.164
[2024-12-12 17:25:46,217][demucs.solver][INFO] - Valid | Epoch 550 | 12/20 | 3.88 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.143
[2024-12-12 17:25:46,427][demucs.solver][INFO] - Valid | Epoch 550 | 13/20 | 3.93 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.144
[2024-12-12 17:25:46,616][demucs.solver][INFO] - Valid | Epoch 550 | 14/20 | 4.00 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.152
[2024-12-12 17:25:46,838][demucs.solver][INFO] - Valid | Epoch 550 | 15/20 | 4.03 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.159
[2024-12-12 17:25:47,026][demucs.solver][INFO] - Valid | Epoch 550 | 16/20 | 4.08 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.164
[2024-12-12 17:25:47,216][demucs.solver][INFO] - Valid | Epoch 550 | 17/20 | 4.14 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.168
[2024-12-12 17:25:47,423][demucs.solver][INFO] - Valid | Epoch 550 | 18/20 | 4.17 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.138
[2024-12-12 17:25:47,629][demucs.solver][INFO] - Valid | Epoch 550 | 19/20 | 4.20 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.152
[2024-12-12 17:25:48,014][demucs.solver][INFO] - Valid Summary | Epoch 550 | Loss=0.5437 | Reco=0.5437 | Nsdr=1.152 | Best=0.5301 | Bname=main
[2024-12-12 17:25:49,509][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:25:49,510][demucs.solver][INFO] - Training...
[2024-12-12 17:26:01,067][demucs.solver][INFO] - Train | Epoch 551 | 1/14 | 0.20 it/sec | Loss 0.2219 | Reco 0.2219 | Grad 1.1680
[2024-12-12 17:26:01,718][demucs.solver][INFO] - Train | Epoch 551 | 2/14 | 0.28 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 1.6073
[2024-12-12 17:26:02,364][demucs.solver][INFO] - Train | Epoch 551 | 3/14 | 0.35 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 1.5552
[2024-12-12 17:26:03,011][demucs.solver][INFO] - Train | Epoch 551 | 4/14 | 0.42 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.9684
[2024-12-12 17:26:03,660][demucs.solver][INFO] - Train | Epoch 551 | 5/14 | 0.48 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.7240
[2024-12-12 17:26:04,312][demucs.solver][INFO] - Train | Epoch 551 | 6/14 | 0.53 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.7510
[2024-12-12 17:26:04,963][demucs.solver][INFO] - Train | Epoch 551 | 7/14 | 0.58 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.9029
[2024-12-12 17:26:05,614][demucs.solver][INFO] - Train | Epoch 551 | 8/14 | 0.62 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.0073
[2024-12-12 17:26:06,262][demucs.solver][INFO] - Train | Epoch 551 | 9/14 | 0.66 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.9274
[2024-12-12 17:26:06,963][demucs.solver][INFO] - Train | Epoch 551 | 10/14 | 0.69 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.9664
[2024-12-12 17:26:07,605][demucs.solver][INFO] - Train | Epoch 551 | 11/14 | 0.73 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.1225
[2024-12-12 17:26:08,243][demucs.solver][INFO] - Train | Epoch 551 | 12/14 | 0.76 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.1693
[2024-12-12 17:26:08,881][demucs.solver][INFO] - Train | Epoch 551 | 13/14 | 0.79 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.1416
[2024-12-12 17:26:09,197][demucs.solver][INFO] - Train Summary | Epoch 551 | Loss=0.2451 | Reco=0.2451 | Grad=2.1416
[2024-12-12 17:26:09,197][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:26:09,197][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:26:11,388][demucs.solver][INFO] - Valid | Epoch 551 | 1/20 | 3.11 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.289
[2024-12-12 17:26:11,577][demucs.solver][INFO] - Valid | Epoch 551 | 2/20 | 3.61 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.080
[2024-12-12 17:26:11,777][demucs.solver][INFO] - Valid | Epoch 551 | 3/20 | 3.87 it/sec | Loss 0.4906 | Reco 0.4906 | Nsdr 1.155
[2024-12-12 17:26:11,954][demucs.solver][INFO] - Valid | Epoch 551 | 4/20 | 4.14 it/sec | Loss 0.5078 | Reco 0.5078 | Nsdr 1.192
[2024-12-12 17:26:12,129][demucs.solver][INFO] - Valid | Epoch 551 | 5/20 | 4.34 it/sec | Loss 0.5291 | Reco 0.5291 | Nsdr 1.187
[2024-12-12 17:26:12,284][demucs.solver][INFO] - Valid | Epoch 551 | 6/20 | 4.55 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.201
[2024-12-12 17:26:12,441][demucs.solver][INFO] - Valid | Epoch 551 | 7/20 | 4.72 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.218
[2024-12-12 17:26:12,632][demucs.solver][INFO] - Valid | Epoch 551 | 8/20 | 4.77 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.214
[2024-12-12 17:26:12,825][demucs.solver][INFO] - Valid | Epoch 551 | 9/20 | 4.81 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.232
[2024-12-12 17:26:13,020][demucs.solver][INFO] - Valid | Epoch 551 | 10/20 | 4.84 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.215
[2024-12-12 17:26:13,231][demucs.solver][INFO] - Valid | Epoch 551 | 11/20 | 4.83 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.211
[2024-12-12 17:26:13,427][demucs.solver][INFO] - Valid | Epoch 551 | 12/20 | 4.85 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.189
[2024-12-12 17:26:13,636][demucs.solver][INFO] - Valid | Epoch 551 | 13/20 | 4.84 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.190
[2024-12-12 17:26:13,847][demucs.solver][INFO] - Valid | Epoch 551 | 14/20 | 4.84 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.196
[2024-12-12 17:26:14,037][demucs.solver][INFO] - Valid | Epoch 551 | 15/20 | 4.86 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.203
[2024-12-12 17:26:14,228][demucs.solver][INFO] - Valid | Epoch 551 | 16/20 | 4.88 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.208
[2024-12-12 17:26:14,421][demucs.solver][INFO] - Valid | Epoch 551 | 17/20 | 4.90 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.217
[2024-12-12 17:26:14,595][demucs.solver][INFO] - Valid | Epoch 551 | 18/20 | 4.93 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.188
[2024-12-12 17:26:14,806][demucs.solver][INFO] - Valid | Epoch 551 | 19/20 | 4.93 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.200
[2024-12-12 17:26:15,195][demucs.solver][INFO] - Valid Summary | Epoch 551 | Loss=0.5398 | Reco=0.5398 | Nsdr=1.200 | Best=0.5301 | Bname=main
[2024-12-12 17:26:16,585][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:26:16,586][demucs.solver][INFO] - Training...
[2024-12-12 17:26:27,398][demucs.solver][INFO] - Train | Epoch 552 | 1/14 | 0.22 it/sec | Loss 0.2174 | Reco 0.2174 | Grad 2.5088
[2024-12-12 17:26:28,048][demucs.solver][INFO] - Train | Epoch 552 | 2/14 | 0.31 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 2.6710
[2024-12-12 17:26:28,694][demucs.solver][INFO] - Train | Epoch 552 | 3/14 | 0.39 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 2.3118
[2024-12-12 17:26:29,343][demucs.solver][INFO] - Train | Epoch 552 | 4/14 | 0.45 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 1.9615
[2024-12-12 17:26:29,987][demucs.solver][INFO] - Train | Epoch 552 | 5/14 | 0.51 it/sec | Loss 0.2321 | Reco 0.2321 | Grad 1.9620
[2024-12-12 17:26:30,636][demucs.solver][INFO] - Train | Epoch 552 | 6/14 | 0.57 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 2.0519
[2024-12-12 17:26:31,282][demucs.solver][INFO] - Train | Epoch 552 | 7/14 | 0.62 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.3429
[2024-12-12 17:26:31,925][demucs.solver][INFO] - Train | Epoch 552 | 8/14 | 0.66 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.5619
[2024-12-12 17:26:32,568][demucs.solver][INFO] - Train | Epoch 552 | 9/14 | 0.70 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.4475
[2024-12-12 17:26:33,262][demucs.solver][INFO] - Train | Epoch 552 | 10/14 | 0.74 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 2.5864
[2024-12-12 17:26:33,897][demucs.solver][INFO] - Train | Epoch 552 | 11/14 | 0.77 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.6913
[2024-12-12 17:26:34,533][demucs.solver][INFO] - Train | Epoch 552 | 12/14 | 0.80 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.7544
[2024-12-12 17:26:35,170][demucs.solver][INFO] - Train | Epoch 552 | 13/14 | 0.83 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.7123
[2024-12-12 17:26:35,487][demucs.solver][INFO] - Train Summary | Epoch 552 | Loss=0.2389 | Reco=0.2389 | Grad=2.7123
[2024-12-12 17:26:35,488][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:26:35,488][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:26:37,994][demucs.solver][INFO] - Valid | Epoch 552 | 1/20 | 2.32 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.309
[2024-12-12 17:26:38,188][demucs.solver][INFO] - Valid | Epoch 552 | 2/20 | 2.84 it/sec | Loss 0.4454 | Reco 0.4454 | Nsdr 1.083
[2024-12-12 17:26:38,385][demucs.solver][INFO] - Valid | Epoch 552 | 3/20 | 3.19 it/sec | Loss 0.4887 | Reco 0.4887 | Nsdr 1.167
[2024-12-12 17:26:38,576][demucs.solver][INFO] - Valid | Epoch 552 | 4/20 | 3.46 it/sec | Loss 0.5055 | Reco 0.5055 | Nsdr 1.211
[2024-12-12 17:26:38,770][demucs.solver][INFO] - Valid | Epoch 552 | 5/20 | 3.66 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.213
[2024-12-12 17:26:38,985][demucs.solver][INFO] - Valid | Epoch 552 | 6/20 | 3.78 it/sec | Loss 0.5106 | Reco 0.5106 | Nsdr 1.227
[2024-12-12 17:26:39,183][demucs.solver][INFO] - Valid | Epoch 552 | 7/20 | 3.90 it/sec | Loss 0.5311 | Reco 0.5311 | Nsdr 1.246
[2024-12-12 17:26:39,399][demucs.solver][INFO] - Valid | Epoch 552 | 8/20 | 3.97 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.246
[2024-12-12 17:26:39,591][demucs.solver][INFO] - Valid | Epoch 552 | 9/20 | 4.07 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.263
[2024-12-12 17:26:39,784][demucs.solver][INFO] - Valid | Epoch 552 | 10/20 | 4.15 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.245
[2024-12-12 17:26:39,992][demucs.solver][INFO] - Valid | Epoch 552 | 11/20 | 4.20 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.241
[2024-12-12 17:26:40,183][demucs.solver][INFO] - Valid | Epoch 552 | 12/20 | 4.26 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.220
[2024-12-12 17:26:40,357][demucs.solver][INFO] - Valid | Epoch 552 | 13/20 | 4.34 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.222
[2024-12-12 17:26:40,569][demucs.solver][INFO] - Valid | Epoch 552 | 14/20 | 4.37 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.229
[2024-12-12 17:26:40,776][demucs.solver][INFO] - Valid | Epoch 552 | 15/20 | 4.39 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.236
[2024-12-12 17:26:40,988][demucs.solver][INFO] - Valid | Epoch 552 | 16/20 | 4.41 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.242
[2024-12-12 17:26:41,182][demucs.solver][INFO] - Valid | Epoch 552 | 17/20 | 4.45 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.248
[2024-12-12 17:26:41,358][demucs.solver][INFO] - Valid | Epoch 552 | 18/20 | 4.50 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.216
[2024-12-12 17:26:41,531][demucs.solver][INFO] - Valid | Epoch 552 | 19/20 | 4.55 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.228
[2024-12-12 17:26:41,987][demucs.solver][INFO] - Valid Summary | Epoch 552 | Loss=0.5370 | Reco=0.5370 | Nsdr=1.228 | Best=0.5301 | Bname=main
[2024-12-12 17:26:43,495][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:26:43,496][demucs.solver][INFO] - Training...
[2024-12-12 17:26:51,695][demucs.solver][INFO] - Train | Epoch 553 | 1/14 | 0.31 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.5925
[2024-12-12 17:26:52,355][demucs.solver][INFO] - Train | Epoch 553 | 2/14 | 0.42 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.9869
[2024-12-12 17:26:53,004][demucs.solver][INFO] - Train | Epoch 553 | 3/14 | 0.51 it/sec | Loss 0.2290 | Reco 0.2290 | Grad 2.5878
[2024-12-12 17:26:54,680][demucs.solver][INFO] - Train | Epoch 553 | 4/14 | 0.52 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 2.6449
[2024-12-12 17:26:55,335][demucs.solver][INFO] - Train | Epoch 553 | 5/14 | 0.59 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 2.4830
[2024-12-12 17:26:55,974][demucs.solver][INFO] - Train | Epoch 553 | 6/14 | 0.65 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 2.1679
[2024-12-12 17:26:56,613][demucs.solver][INFO] - Train | Epoch 553 | 7/14 | 0.70 it/sec | Loss 0.2318 | Reco 0.2318 | Grad 1.9602
[2024-12-12 17:26:57,254][demucs.solver][INFO] - Train | Epoch 553 | 8/14 | 0.74 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 1.9279
[2024-12-12 17:26:57,891][demucs.solver][INFO] - Train | Epoch 553 | 9/14 | 0.78 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 1.9414
[2024-12-12 17:26:58,527][demucs.solver][INFO] - Train | Epoch 553 | 10/14 | 0.82 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.9251
[2024-12-12 17:26:59,166][demucs.solver][INFO] - Train | Epoch 553 | 11/14 | 0.86 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.0583
[2024-12-12 17:26:59,805][demucs.solver][INFO] - Train | Epoch 553 | 12/14 | 0.89 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.9318
[2024-12-12 17:27:00,441][demucs.solver][INFO] - Train | Epoch 553 | 13/14 | 0.92 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.9870
[2024-12-12 17:27:00,802][demucs.solver][INFO] - Train Summary | Epoch 553 | Loss=0.2414 | Reco=0.2414 | Grad=1.9870
[2024-12-12 17:27:00,803][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:27:00,803][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:27:03,132][demucs.solver][INFO] - Valid | Epoch 553 | 1/20 | 2.91 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.261
[2024-12-12 17:27:03,362][demucs.solver][INFO] - Valid | Epoch 553 | 2/20 | 3.27 it/sec | Loss 0.4481 | Reco 0.4481 | Nsdr 1.051
[2024-12-12 17:27:03,583][demucs.solver][INFO] - Valid | Epoch 553 | 3/20 | 3.52 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.120
[2024-12-12 17:27:03,761][demucs.solver][INFO] - Valid | Epoch 553 | 4/20 | 3.80 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.161
[2024-12-12 17:27:03,977][demucs.solver][INFO] - Valid | Epoch 553 | 5/20 | 3.91 it/sec | Loss 0.5309 | Reco 0.5309 | Nsdr 1.155
[2024-12-12 17:27:04,136][demucs.solver][INFO] - Valid | Epoch 553 | 6/20 | 4.14 it/sec | Loss 0.5149 | Reco 0.5149 | Nsdr 1.172
[2024-12-12 17:27:04,312][demucs.solver][INFO] - Valid | Epoch 553 | 7/20 | 4.28 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.189
[2024-12-12 17:27:04,487][demucs.solver][INFO] - Valid | Epoch 553 | 8/20 | 4.41 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.187
[2024-12-12 17:27:04,684][demucs.solver][INFO] - Valid | Epoch 553 | 9/20 | 4.47 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.204
[2024-12-12 17:27:04,895][demucs.solver][INFO] - Valid | Epoch 553 | 10/20 | 4.49 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.186
[2024-12-12 17:27:05,070][demucs.solver][INFO] - Valid | Epoch 553 | 11/20 | 4.57 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.185
[2024-12-12 17:27:05,247][demucs.solver][INFO] - Valid | Epoch 553 | 12/20 | 4.64 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.164
[2024-12-12 17:27:05,459][demucs.solver][INFO] - Valid | Epoch 553 | 13/20 | 4.64 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.167
[2024-12-12 17:27:05,673][demucs.solver][INFO] - Valid | Epoch 553 | 14/20 | 4.65 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.173
[2024-12-12 17:27:05,884][demucs.solver][INFO] - Valid | Epoch 553 | 15/20 | 4.65 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.180
[2024-12-12 17:27:06,098][demucs.solver][INFO] - Valid | Epoch 553 | 16/20 | 4.65 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.187
[2024-12-12 17:27:06,309][demucs.solver][INFO] - Valid | Epoch 553 | 17/20 | 4.66 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.193
[2024-12-12 17:27:06,484][demucs.solver][INFO] - Valid | Epoch 553 | 18/20 | 4.70 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.165
[2024-12-12 17:27:06,679][demucs.solver][INFO] - Valid | Epoch 553 | 19/20 | 4.72 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.175
[2024-12-12 17:27:07,122][demucs.solver][INFO] - Valid Summary | Epoch 553 | Loss=0.5415 | Reco=0.5415 | Nsdr=1.175 | Best=0.5301 | Bname=main
[2024-12-12 17:27:08,534][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:27:08,535][demucs.solver][INFO] - Training...
[2024-12-12 17:27:16,579][demucs.solver][INFO] - Train | Epoch 554 | 1/14 | 0.31 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.6557
[2024-12-12 17:27:17,822][demucs.solver][INFO] - Train | Epoch 554 | 2/14 | 0.39 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.8811
[2024-12-12 17:27:18,516][demucs.solver][INFO] - Train | Epoch 554 | 3/14 | 0.47 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 2.3270
[2024-12-12 17:27:19,171][demucs.solver][INFO] - Train | Epoch 554 | 4/14 | 0.55 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.9365
[2024-12-12 17:27:19,892][demucs.solver][INFO] - Train | Epoch 554 | 5/14 | 0.61 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.8200
[2024-12-12 17:27:20,545][demucs.solver][INFO] - Train | Epoch 554 | 6/14 | 0.67 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.0534
[2024-12-12 17:27:21,320][demucs.solver][INFO] - Train | Epoch 554 | 7/14 | 0.71 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 2.1876
[2024-12-12 17:27:21,966][demucs.solver][INFO] - Train | Epoch 554 | 8/14 | 0.76 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.2754
[2024-12-12 17:27:22,631][demucs.solver][INFO] - Train | Epoch 554 | 9/14 | 0.80 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.1268
[2024-12-12 17:27:23,284][demucs.solver][INFO] - Train | Epoch 554 | 10/14 | 0.83 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.1008
[2024-12-12 17:27:23,941][demucs.solver][INFO] - Train | Epoch 554 | 11/14 | 0.87 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.1447
[2024-12-12 17:27:24,586][demucs.solver][INFO] - Train | Epoch 554 | 12/14 | 0.90 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 2.0306
[2024-12-12 17:27:25,231][demucs.solver][INFO] - Train | Epoch 554 | 13/14 | 0.92 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 2.0398
[2024-12-12 17:27:25,567][demucs.solver][INFO] - Train Summary | Epoch 554 | Loss=0.2406 | Reco=0.2406 | Grad=2.0398
[2024-12-12 17:27:25,568][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:27:25,568][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:27:28,354][demucs.solver][INFO] - Valid | Epoch 554 | 1/20 | 1.87 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.261
[2024-12-12 17:27:28,653][demucs.solver][INFO] - Valid | Epoch 554 | 2/20 | 2.19 it/sec | Loss 0.4481 | Reco 0.4481 | Nsdr 1.044
[2024-12-12 17:27:29,037][demucs.solver][INFO] - Valid | Epoch 554 | 3/20 | 2.28 it/sec | Loss 0.4918 | Reco 0.4918 | Nsdr 1.128
[2024-12-12 17:27:29,413][demucs.solver][INFO] - Valid | Epoch 554 | 4/20 | 2.35 it/sec | Loss 0.5088 | Reco 0.5088 | Nsdr 1.172
[2024-12-12 17:27:29,774][demucs.solver][INFO] - Valid | Epoch 554 | 5/20 | 2.41 it/sec | Loss 0.5298 | Reco 0.5298 | Nsdr 1.169
[2024-12-12 17:27:30,122][demucs.solver][INFO] - Valid | Epoch 554 | 6/20 | 2.47 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.186
[2024-12-12 17:27:30,878][demucs.solver][INFO] - Valid | Epoch 554 | 7/20 | 2.23 it/sec | Loss 0.5346 | Reco 0.5346 | Nsdr 1.207
[2024-12-12 17:27:31,483][demucs.solver][INFO] - Valid | Epoch 554 | 8/20 | 2.14 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.202
[2024-12-12 17:27:31,991][demucs.solver][INFO] - Valid | Epoch 554 | 9/20 | 2.12 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.222
[2024-12-12 17:27:32,314][demucs.solver][INFO] - Valid | Epoch 554 | 10/20 | 2.19 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.205
[2024-12-12 17:27:32,501][demucs.solver][INFO] - Valid | Epoch 554 | 11/20 | 2.30 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.202
[2024-12-12 17:27:32,729][demucs.solver][INFO] - Valid | Epoch 554 | 12/20 | 2.39 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.181
[2024-12-12 17:27:33,137][demucs.solver][INFO] - Valid | Epoch 554 | 13/20 | 2.39 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.182
[2024-12-12 17:27:33,414][demucs.solver][INFO] - Valid | Epoch 554 | 14/20 | 2.45 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.191
[2024-12-12 17:27:33,665][demucs.solver][INFO] - Valid | Epoch 554 | 15/20 | 2.51 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.199
[2024-12-12 17:27:33,999][demucs.solver][INFO] - Valid | Epoch 554 | 16/20 | 2.53 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.205
[2024-12-12 17:27:34,370][demucs.solver][INFO] - Valid | Epoch 554 | 17/20 | 2.54 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.210
[2024-12-12 17:27:34,727][demucs.solver][INFO] - Valid | Epoch 554 | 18/20 | 2.55 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.179
[2024-12-12 17:27:35,100][demucs.solver][INFO] - Valid | Epoch 554 | 19/20 | 2.56 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.192
[2024-12-12 17:27:35,508][demucs.solver][INFO] - Valid Summary | Epoch 554 | Loss=0.5404 | Reco=0.5404 | Nsdr=1.192 | Best=0.5301 | Bname=main
[2024-12-12 17:27:36,932][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:27:36,932][demucs.solver][INFO] - Training...
[2024-12-12 17:27:44,463][demucs.solver][INFO] - Train | Epoch 555 | 1/14 | 0.34 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 1.9767
[2024-12-12 17:27:45,116][demucs.solver][INFO] - Train | Epoch 555 | 2/14 | 0.46 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 1.5198
[2024-12-12 17:27:46,428][demucs.solver][INFO] - Train | Epoch 555 | 3/14 | 0.51 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.6162
[2024-12-12 17:27:47,072][demucs.solver][INFO] - Train | Epoch 555 | 4/14 | 0.59 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.1314
[2024-12-12 17:27:47,713][demucs.solver][INFO] - Train | Epoch 555 | 5/14 | 0.65 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 1.8838
[2024-12-12 17:27:48,356][demucs.solver][INFO] - Train | Epoch 555 | 6/14 | 0.71 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 2.0055
[2024-12-12 17:27:48,999][demucs.solver][INFO] - Train | Epoch 555 | 7/14 | 0.76 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.8068
[2024-12-12 17:27:49,644][demucs.solver][INFO] - Train | Epoch 555 | 8/14 | 0.81 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.7163
[2024-12-12 17:27:50,288][demucs.solver][INFO] - Train | Epoch 555 | 9/14 | 0.85 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.8172
[2024-12-12 17:27:50,928][demucs.solver][INFO] - Train | Epoch 555 | 10/14 | 0.89 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.7581
[2024-12-12 17:27:51,561][demucs.solver][INFO] - Train | Epoch 555 | 11/14 | 0.92 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.6488
[2024-12-12 17:27:52,196][demucs.solver][INFO] - Train | Epoch 555 | 12/14 | 0.95 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.7756
[2024-12-12 17:27:52,834][demucs.solver][INFO] - Train | Epoch 555 | 13/14 | 0.98 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.7734
[2024-12-12 17:27:53,183][demucs.solver][INFO] - Train Summary | Epoch 555 | Loss=0.2495 | Reco=0.2495 | Grad=1.7734
[2024-12-12 17:27:53,184][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:27:53,184][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:27:55,726][demucs.solver][INFO] - Valid | Epoch 555 | 1/20 | 2.12 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.242
[2024-12-12 17:27:55,904][demucs.solver][INFO] - Valid | Epoch 555 | 2/20 | 2.67 it/sec | Loss 0.4489 | Reco 0.4489 | Nsdr 1.027
[2024-12-12 17:27:56,098][demucs.solver][INFO] - Valid | Epoch 555 | 3/20 | 3.04 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.119
[2024-12-12 17:27:56,294][demucs.solver][INFO] - Valid | Epoch 555 | 4/20 | 3.30 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.162
[2024-12-12 17:27:56,490][demucs.solver][INFO] - Valid | Epoch 555 | 5/20 | 3.51 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 1.158
[2024-12-12 17:27:56,684][demucs.solver][INFO] - Valid | Epoch 555 | 6/20 | 3.68 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.175
[2024-12-12 17:27:56,896][demucs.solver][INFO] - Valid | Epoch 555 | 7/20 | 3.78 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.197
[2024-12-12 17:27:57,088][demucs.solver][INFO] - Valid | Epoch 555 | 8/20 | 3.90 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.196
[2024-12-12 17:27:57,281][demucs.solver][INFO] - Valid | Epoch 555 | 9/20 | 4.00 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.217
[2024-12-12 17:27:57,454][demucs.solver][INFO] - Valid | Epoch 555 | 10/20 | 4.12 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.199
[2024-12-12 17:27:57,626][demucs.solver][INFO] - Valid | Epoch 555 | 11/20 | 4.22 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.195
[2024-12-12 17:27:57,817][demucs.solver][INFO] - Valid | Epoch 555 | 12/20 | 4.28 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.174
[2024-12-12 17:27:58,025][demucs.solver][INFO] - Valid | Epoch 555 | 13/20 | 4.31 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.175
[2024-12-12 17:27:58,216][demucs.solver][INFO] - Valid | Epoch 555 | 14/20 | 4.37 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.184
[2024-12-12 17:27:58,391][demucs.solver][INFO] - Valid | Epoch 555 | 15/20 | 4.43 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.191
[2024-12-12 17:27:58,579][demucs.solver][INFO] - Valid | Epoch 555 | 16/20 | 4.48 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.197
[2024-12-12 17:27:58,754][demucs.solver][INFO] - Valid | Epoch 555 | 17/20 | 4.53 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.201
[2024-12-12 17:27:58,941][demucs.solver][INFO] - Valid | Epoch 555 | 18/20 | 4.57 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.169
[2024-12-12 17:27:59,133][demucs.solver][INFO] - Valid | Epoch 555 | 19/20 | 4.60 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.183
[2024-12-12 17:27:59,550][demucs.solver][INFO] - Valid Summary | Epoch 555 | Loss=0.5408 | Reco=0.5408 | Nsdr=1.183 | Best=0.5301 | Bname=main
[2024-12-12 17:28:01,052][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:28:01,053][demucs.solver][INFO] - Training...
[2024-12-12 17:28:08,321][demucs.solver][INFO] - Train | Epoch 556 | 1/14 | 0.36 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 1.5605
[2024-12-12 17:28:08,974][demucs.solver][INFO] - Train | Epoch 556 | 2/14 | 0.48 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.2207
[2024-12-12 17:28:09,633][demucs.solver][INFO] - Train | Epoch 556 | 3/14 | 0.58 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 1.0265
[2024-12-12 17:28:11,055][demucs.solver][INFO] - Train | Epoch 556 | 4/14 | 0.60 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 0.8784
[2024-12-12 17:28:11,700][demucs.solver][INFO] - Train | Epoch 556 | 5/14 | 0.67 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.2499
[2024-12-12 17:28:12,350][demucs.solver][INFO] - Train | Epoch 556 | 6/14 | 0.73 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.2320
[2024-12-12 17:28:13,001][demucs.solver][INFO] - Train | Epoch 556 | 7/14 | 0.78 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 1.2220
[2024-12-12 17:28:13,641][demucs.solver][INFO] - Train | Epoch 556 | 8/14 | 0.83 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 1.1141
[2024-12-12 17:28:14,287][demucs.solver][INFO] - Train | Epoch 556 | 9/14 | 0.87 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 1.0589
[2024-12-12 17:28:14,928][demucs.solver][INFO] - Train | Epoch 556 | 10/14 | 0.90 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 0.9846
[2024-12-12 17:28:15,572][demucs.solver][INFO] - Train | Epoch 556 | 11/14 | 0.93 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 1.0509
[2024-12-12 17:28:16,217][demucs.solver][INFO] - Train | Epoch 556 | 12/14 | 0.96 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 1.0126
[2024-12-12 17:28:16,850][demucs.solver][INFO] - Train | Epoch 556 | 13/14 | 0.99 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.2591
[2024-12-12 17:28:17,182][demucs.solver][INFO] - Train Summary | Epoch 556 | Loss=0.2390 | Reco=0.2390 | Grad=1.2591
[2024-12-12 17:28:17,182][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:28:17,182][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:28:19,452][demucs.solver][INFO] - Valid | Epoch 556 | 1/20 | 3.17 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.311
[2024-12-12 17:28:19,672][demucs.solver][INFO] - Valid | Epoch 556 | 2/20 | 3.52 it/sec | Loss 0.4455 | Reco 0.4455 | Nsdr 1.082
[2024-12-12 17:28:19,889][demucs.solver][INFO] - Valid | Epoch 556 | 3/20 | 3.74 it/sec | Loss 0.4889 | Reco 0.4889 | Nsdr 1.170
[2024-12-12 17:28:20,084][demucs.solver][INFO] - Valid | Epoch 556 | 4/20 | 3.96 it/sec | Loss 0.5058 | Reco 0.5058 | Nsdr 1.216
[2024-12-12 17:28:20,277][demucs.solver][INFO] - Valid | Epoch 556 | 5/20 | 4.12 it/sec | Loss 0.5267 | Reco 0.5267 | Nsdr 1.213
[2024-12-12 17:28:20,472][demucs.solver][INFO] - Valid | Epoch 556 | 6/20 | 4.24 it/sec | Loss 0.5111 | Reco 0.5111 | Nsdr 1.228
[2024-12-12 17:28:20,665][demucs.solver][INFO] - Valid | Epoch 556 | 7/20 | 4.34 it/sec | Loss 0.5316 | Reco 0.5316 | Nsdr 1.250
[2024-12-12 17:28:20,877][demucs.solver][INFO] - Valid | Epoch 556 | 8/20 | 4.38 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.252
[2024-12-12 17:28:21,091][demucs.solver][INFO] - Valid | Epoch 556 | 9/20 | 4.41 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.271
[2024-12-12 17:28:21,304][demucs.solver][INFO] - Valid | Epoch 556 | 10/20 | 4.43 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.253
[2024-12-12 17:28:21,516][demucs.solver][INFO] - Valid | Epoch 556 | 11/20 | 4.45 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.249
[2024-12-12 17:28:21,692][demucs.solver][INFO] - Valid | Epoch 556 | 12/20 | 4.53 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.226
[2024-12-12 17:28:21,884][demucs.solver][INFO] - Valid | Epoch 556 | 13/20 | 4.57 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.227
[2024-12-12 17:28:22,091][demucs.solver][INFO] - Valid | Epoch 556 | 14/20 | 4.59 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.235
[2024-12-12 17:28:22,292][demucs.solver][INFO] - Valid | Epoch 556 | 15/20 | 4.61 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.242
[2024-12-12 17:28:22,484][demucs.solver][INFO] - Valid | Epoch 556 | 16/20 | 4.64 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.247
[2024-12-12 17:28:22,689][demucs.solver][INFO] - Valid | Epoch 556 | 17/20 | 4.65 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.253
[2024-12-12 17:28:22,879][demucs.solver][INFO] - Valid | Epoch 556 | 18/20 | 4.68 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.221
[2024-12-12 17:28:23,090][demucs.solver][INFO] - Valid | Epoch 556 | 19/20 | 4.68 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.234
[2024-12-12 17:28:23,476][demucs.solver][INFO] - Valid Summary | Epoch 556 | Loss=0.5371 | Reco=0.5371 | Nsdr=1.234 | Best=0.5301 | Bname=main
[2024-12-12 17:28:24,918][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:28:24,919][demucs.solver][INFO] - Training...
[2024-12-12 17:28:33,352][demucs.solver][INFO] - Train | Epoch 557 | 1/14 | 0.29 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 2.9560
[2024-12-12 17:28:34,006][demucs.solver][INFO] - Train | Epoch 557 | 2/14 | 0.40 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 2.5834
[2024-12-12 17:28:34,659][demucs.solver][INFO] - Train | Epoch 557 | 3/14 | 0.49 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.2303
[2024-12-12 17:28:35,304][demucs.solver][INFO] - Train | Epoch 557 | 4/14 | 0.57 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 2.4494
[2024-12-12 17:28:35,948][demucs.solver][INFO] - Train | Epoch 557 | 5/14 | 0.64 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 2.2009
[2024-12-12 17:28:36,585][demucs.solver][INFO] - Train | Epoch 557 | 6/14 | 0.70 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 2.1364
[2024-12-12 17:28:37,228][demucs.solver][INFO] - Train | Epoch 557 | 7/14 | 0.75 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 2.0540
[2024-12-12 17:28:37,864][demucs.solver][INFO] - Train | Epoch 557 | 8/14 | 0.79 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 2.1173
[2024-12-12 17:28:38,499][demucs.solver][INFO] - Train | Epoch 557 | 9/14 | 0.84 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.0147
[2024-12-12 17:28:39,132][demucs.solver][INFO] - Train | Epoch 557 | 10/14 | 0.87 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 1.9523
[2024-12-12 17:28:39,766][demucs.solver][INFO] - Train | Epoch 557 | 11/14 | 0.91 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 2.0490
[2024-12-12 17:28:40,403][demucs.solver][INFO] - Train | Epoch 557 | 12/14 | 0.94 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.0982
[2024-12-12 17:28:41,037][demucs.solver][INFO] - Train | Epoch 557 | 13/14 | 0.97 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 2.0320
[2024-12-12 17:28:41,366][demucs.solver][INFO] - Train Summary | Epoch 557 | Loss=0.2520 | Reco=0.2520 | Grad=2.0320
[2024-12-12 17:28:41,367][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:28:41,367][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:28:43,604][demucs.solver][INFO] - Valid | Epoch 557 | 1/20 | 3.77 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.238
[2024-12-12 17:28:43,842][demucs.solver][INFO] - Valid | Epoch 557 | 2/20 | 3.91 it/sec | Loss 0.4494 | Reco 0.4494 | Nsdr 1.027
[2024-12-12 17:28:44,091][demucs.solver][INFO] - Valid | Epoch 557 | 3/20 | 3.93 it/sec | Loss 0.4934 | Reco 0.4934 | Nsdr 1.107
[2024-12-12 17:28:44,306][demucs.solver][INFO] - Valid | Epoch 557 | 4/20 | 4.06 it/sec | Loss 0.5107 | Reco 0.5107 | Nsdr 1.146
[2024-12-12 17:28:44,560][demucs.solver][INFO] - Valid | Epoch 557 | 5/20 | 4.04 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.139
[2024-12-12 17:28:44,823][demucs.solver][INFO] - Valid | Epoch 557 | 6/20 | 4.00 it/sec | Loss 0.5163 | Reco 0.5163 | Nsdr 1.156
[2024-12-12 17:28:45,035][demucs.solver][INFO] - Valid | Epoch 557 | 7/20 | 4.08 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.175
[2024-12-12 17:28:45,680][demucs.solver][INFO] - Valid | Epoch 557 | 8/20 | 3.45 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.172
[2024-12-12 17:28:46,202][demucs.solver][INFO] - Valid | Epoch 557 | 9/20 | 3.20 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.193
[2024-12-12 17:28:46,407][demucs.solver][INFO] - Valid | Epoch 557 | 10/20 | 3.30 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.176
[2024-12-12 17:28:46,581][demucs.solver][INFO] - Valid | Epoch 557 | 11/20 | 3.42 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.174
[2024-12-12 17:28:46,736][demucs.solver][INFO] - Valid | Epoch 557 | 12/20 | 3.55 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.153
[2024-12-12 17:28:46,946][demucs.solver][INFO] - Valid | Epoch 557 | 13/20 | 3.62 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.156
[2024-12-12 17:28:47,135][demucs.solver][INFO] - Valid | Epoch 557 | 14/20 | 3.69 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.164
[2024-12-12 17:28:47,290][demucs.solver][INFO] - Valid | Epoch 557 | 15/20 | 3.80 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.170
[2024-12-12 17:28:47,488][demucs.solver][INFO] - Valid | Epoch 557 | 16/20 | 3.85 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.177
[2024-12-12 17:28:47,680][demucs.solver][INFO] - Valid | Epoch 557 | 17/20 | 3.91 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.183
[2024-12-12 17:28:47,869][demucs.solver][INFO] - Valid | Epoch 557 | 18/20 | 3.96 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.153
[2024-12-12 17:28:48,060][demucs.solver][INFO] - Valid | Epoch 557 | 19/20 | 4.01 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.166
[2024-12-12 17:28:48,491][demucs.solver][INFO] - Valid Summary | Epoch 557 | Loss=0.5422 | Reco=0.5422 | Nsdr=1.166 | Best=0.5301 | Bname=main
[2024-12-12 17:28:49,973][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:28:49,974][demucs.solver][INFO] - Training...
[2024-12-12 17:28:56,757][demucs.solver][INFO] - Train | Epoch 558 | 1/14 | 0.39 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 3.4485
[2024-12-12 17:28:58,440][demucs.solver][INFO] - Train | Epoch 558 | 2/14 | 0.44 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 2.3850
[2024-12-12 17:28:59,086][demucs.solver][INFO] - Train | Epoch 558 | 3/14 | 0.54 it/sec | Loss 0.2628 | Reco 0.2628 | Grad 3.0059
[2024-12-12 17:28:59,725][demucs.solver][INFO] - Train | Epoch 558 | 4/14 | 0.62 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 2.9839
[2024-12-12 17:29:00,362][demucs.solver][INFO] - Train | Epoch 558 | 5/14 | 0.69 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.6952
[2024-12-12 17:29:01,001][demucs.solver][INFO] - Train | Epoch 558 | 6/14 | 0.75 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 2.9546
[2024-12-12 17:29:01,640][demucs.solver][INFO] - Train | Epoch 558 | 7/14 | 0.80 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.9773
[2024-12-12 17:29:02,279][demucs.solver][INFO] - Train | Epoch 558 | 8/14 | 0.85 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.6970
[2024-12-12 17:29:02,917][demucs.solver][INFO] - Train | Epoch 558 | 9/14 | 0.89 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.5503
[2024-12-12 17:29:03,559][demucs.solver][INFO] - Train | Epoch 558 | 10/14 | 0.92 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 2.6334
[2024-12-12 17:29:04,197][demucs.solver][INFO] - Train | Epoch 558 | 11/14 | 0.96 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 2.6279
[2024-12-12 17:29:04,833][demucs.solver][INFO] - Train | Epoch 558 | 12/14 | 0.99 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 2.4542
[2024-12-12 17:29:05,468][demucs.solver][INFO] - Train | Epoch 558 | 13/14 | 1.01 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 2.4996
[2024-12-12 17:29:05,817][demucs.solver][INFO] - Train Summary | Epoch 558 | Loss=0.2444 | Reco=0.2444 | Grad=2.4996
[2024-12-12 17:29:05,817][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:29:05,817][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:29:08,747][demucs.solver][INFO] - Valid | Epoch 558 | 1/20 | 1.89 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.246
[2024-12-12 17:29:09,100][demucs.solver][INFO] - Valid | Epoch 558 | 2/20 | 2.12 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.032
[2024-12-12 17:29:09,314][demucs.solver][INFO] - Valid | Epoch 558 | 3/20 | 2.46 it/sec | Loss 0.4938 | Reco 0.4938 | Nsdr 1.120
[2024-12-12 17:29:09,473][demucs.solver][INFO] - Valid | Epoch 558 | 4/20 | 2.80 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.158
[2024-12-12 17:29:09,667][demucs.solver][INFO] - Valid | Epoch 558 | 5/20 | 3.03 it/sec | Loss 0.5322 | Reco 0.5322 | Nsdr 1.153
[2024-12-12 17:29:09,840][demucs.solver][INFO] - Valid | Epoch 558 | 6/20 | 3.25 it/sec | Loss 0.5163 | Reco 0.5163 | Nsdr 1.169
[2024-12-12 17:29:10,052][demucs.solver][INFO] - Valid | Epoch 558 | 7/20 | 3.38 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.188
[2024-12-12 17:29:10,246][demucs.solver][INFO] - Valid | Epoch 558 | 8/20 | 3.52 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.182
[2024-12-12 17:29:10,424][demucs.solver][INFO] - Valid | Epoch 558 | 9/20 | 3.66 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.202
[2024-12-12 17:29:10,634][demucs.solver][INFO] - Valid | Epoch 558 | 10/20 | 3.73 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.184
[2024-12-12 17:29:10,807][demucs.solver][INFO] - Valid | Epoch 558 | 11/20 | 3.85 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.182
[2024-12-12 17:29:10,962][demucs.solver][INFO] - Valid | Epoch 558 | 12/20 | 3.97 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.161
[2024-12-12 17:29:11,153][demucs.solver][INFO] - Valid | Epoch 558 | 13/20 | 4.04 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.161
[2024-12-12 17:29:11,344][demucs.solver][INFO] - Valid | Epoch 558 | 14/20 | 4.10 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.169
[2024-12-12 17:29:11,556][demucs.solver][INFO] - Valid | Epoch 558 | 15/20 | 4.14 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.177
[2024-12-12 17:29:11,765][demucs.solver][INFO] - Valid | Epoch 558 | 16/20 | 4.17 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.182
[2024-12-12 17:29:11,938][demucs.solver][INFO] - Valid | Epoch 558 | 17/20 | 4.23 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.191
[2024-12-12 17:29:12,146][demucs.solver][INFO] - Valid | Epoch 558 | 18/20 | 4.26 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.160
[2024-12-12 17:29:12,320][demucs.solver][INFO] - Valid | Epoch 558 | 19/20 | 4.32 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.174
[2024-12-12 17:29:12,686][demucs.solver][INFO] - Valid Summary | Epoch 558 | Loss=0.5423 | Reco=0.5423 | Nsdr=1.174 | Best=0.5301 | Bname=main
[2024-12-12 17:29:14,110][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:29:14,111][demucs.solver][INFO] - Training...
[2024-12-12 17:29:17,916][demucs.solver][INFO] - Train | Epoch 559 | 1/14 | 0.92 it/sec | Loss 0.2722 | Reco 0.2722 | Grad 4.0210
[2024-12-12 17:29:23,905][demucs.solver][INFO] - Train | Epoch 559 | 2/14 | 0.37 it/sec | Loss 0.2692 | Reco 0.2692 | Grad 3.3737
[2024-12-12 17:29:24,551][demucs.solver][INFO] - Train | Epoch 559 | 3/14 | 0.45 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 3.2389
[2024-12-12 17:29:25,201][demucs.solver][INFO] - Train | Epoch 559 | 4/14 | 0.53 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 3.1956
[2024-12-12 17:29:25,850][demucs.solver][INFO] - Train | Epoch 559 | 5/14 | 0.59 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 3.1554
[2024-12-12 17:29:26,492][demucs.solver][INFO] - Train | Epoch 559 | 6/14 | 0.65 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 3.1050
[2024-12-12 17:29:27,132][demucs.solver][INFO] - Train | Epoch 559 | 7/14 | 0.70 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 3.1174
[2024-12-12 17:29:27,772][demucs.solver][INFO] - Train | Epoch 559 | 8/14 | 0.75 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 3.1045
[2024-12-12 17:29:28,415][demucs.solver][INFO] - Train | Epoch 559 | 9/14 | 0.79 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 3.1279
[2024-12-12 17:29:29,054][demucs.solver][INFO] - Train | Epoch 559 | 10/14 | 0.83 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.9800
[2024-12-12 17:29:29,693][demucs.solver][INFO] - Train | Epoch 559 | 11/14 | 0.86 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.7869
[2024-12-12 17:29:30,334][demucs.solver][INFO] - Train | Epoch 559 | 12/14 | 0.89 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.6033
[2024-12-12 17:29:30,972][demucs.solver][INFO] - Train | Epoch 559 | 13/14 | 0.92 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.7889
[2024-12-12 17:29:31,303][demucs.solver][INFO] - Train Summary | Epoch 559 | Loss=0.2472 | Reco=0.2472 | Grad=2.7889
[2024-12-12 17:29:31,304][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:29:31,304][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:29:33,790][demucs.solver][INFO] - Valid | Epoch 559 | 1/20 | 2.23 it/sec | Loss 0.5768 | Reco 0.5768 | Nsdr 1.231
[2024-12-12 17:29:34,162][demucs.solver][INFO] - Valid | Epoch 559 | 2/20 | 2.36 it/sec | Loss 0.4513 | Reco 0.4513 | Nsdr 1.023
[2024-12-12 17:29:34,532][demucs.solver][INFO] - Valid | Epoch 559 | 3/20 | 2.44 it/sec | Loss 0.4959 | Reco 0.4959 | Nsdr 1.096
[2024-12-12 17:29:34,984][demucs.solver][INFO] - Valid | Epoch 559 | 4/20 | 2.39 it/sec | Loss 0.5131 | Reco 0.5131 | Nsdr 1.137
[2024-12-12 17:29:35,584][demucs.solver][INFO] - Valid | Epoch 559 | 5/20 | 2.23 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.133
[2024-12-12 17:29:36,153][demucs.solver][INFO] - Valid | Epoch 559 | 6/20 | 2.15 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.151
[2024-12-12 17:29:36,418][demucs.solver][INFO] - Valid | Epoch 559 | 7/20 | 2.27 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.167
[2024-12-12 17:29:36,705][demucs.solver][INFO] - Valid | Epoch 559 | 8/20 | 2.36 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.164
[2024-12-12 17:29:37,041][demucs.solver][INFO] - Valid | Epoch 559 | 9/20 | 2.41 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.183
[2024-12-12 17:29:37,393][demucs.solver][INFO] - Valid | Epoch 559 | 10/20 | 2.44 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.169
[2024-12-12 17:29:37,625][demucs.solver][INFO] - Valid | Epoch 559 | 11/20 | 2.54 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.167
[2024-12-12 17:29:38,051][demucs.solver][INFO] - Valid | Epoch 559 | 12/20 | 2.52 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.147
[2024-12-12 17:29:38,441][demucs.solver][INFO] - Valid | Epoch 559 | 13/20 | 2.52 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.150
[2024-12-12 17:29:38,736][demucs.solver][INFO] - Valid | Epoch 559 | 14/20 | 2.57 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.157
[2024-12-12 17:29:39,067][demucs.solver][INFO] - Valid | Epoch 559 | 15/20 | 2.59 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.163
[2024-12-12 17:29:39,290][demucs.solver][INFO] - Valid | Epoch 559 | 16/20 | 2.66 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.169
[2024-12-12 17:29:39,485][demucs.solver][INFO] - Valid | Epoch 559 | 17/20 | 2.73 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.175
[2024-12-12 17:29:39,674][demucs.solver][INFO] - Valid | Epoch 559 | 18/20 | 2.80 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.146
[2024-12-12 17:29:39,848][demucs.solver][INFO] - Valid | Epoch 559 | 19/20 | 2.88 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.157
[2024-12-12 17:29:40,255][demucs.solver][INFO] - Valid Summary | Epoch 559 | Loss=0.5444 | Reco=0.5444 | Nsdr=1.157 | Best=0.5301 | Bname=main
[2024-12-12 17:29:41,730][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:29:41,730][demucs.solver][INFO] - Training...
[2024-12-12 17:29:48,823][demucs.solver][INFO] - Train | Epoch 560 | 1/14 | 0.36 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.7494
[2024-12-12 17:29:49,479][demucs.solver][INFO] - Train | Epoch 560 | 2/14 | 0.49 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 2.5848
[2024-12-12 17:29:50,139][demucs.solver][INFO] - Train | Epoch 560 | 3/14 | 0.58 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 2.7333
[2024-12-12 17:29:50,799][demucs.solver][INFO] - Train | Epoch 560 | 4/14 | 0.67 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 2.5514
[2024-12-12 17:29:51,449][demucs.solver][INFO] - Train | Epoch 560 | 5/14 | 0.74 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 2.6889
[2024-12-12 17:29:52,107][demucs.solver][INFO] - Train | Epoch 560 | 6/14 | 0.79 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 2.8475
[2024-12-12 17:29:52,757][demucs.solver][INFO] - Train | Epoch 560 | 7/14 | 0.85 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 2.8710
[2024-12-12 17:29:53,401][demucs.solver][INFO] - Train | Epoch 560 | 8/14 | 0.89 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 2.7843
[2024-12-12 17:29:54,048][demucs.solver][INFO] - Train | Epoch 560 | 9/14 | 0.93 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 2.5268
[2024-12-12 17:29:55,094][demucs.solver][INFO] - Train | Epoch 560 | 10/14 | 0.93 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 2.3954
[2024-12-12 17:29:55,731][demucs.solver][INFO] - Train | Epoch 560 | 11/14 | 0.97 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.3780
[2024-12-12 17:29:56,371][demucs.solver][INFO] - Train | Epoch 560 | 12/14 | 0.99 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.3955
[2024-12-12 17:29:57,007][demucs.solver][INFO] - Train | Epoch 560 | 13/14 | 1.02 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 2.3933
[2024-12-12 17:29:57,339][demucs.solver][INFO] - Train Summary | Epoch 560 | Loss=0.2481 | Reco=0.2481 | Grad=2.3933
[2024-12-12 17:29:57,340][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:29:57,340][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:29:59,459][demucs.solver][INFO] - Valid | Epoch 560 | 1/20 | 3.53 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.307
[2024-12-12 17:29:59,650][demucs.solver][INFO] - Valid | Epoch 560 | 2/20 | 3.96 it/sec | Loss 0.4472 | Reco 0.4472 | Nsdr 1.081
[2024-12-12 17:29:59,885][demucs.solver][INFO] - Valid | Epoch 560 | 3/20 | 4.03 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.161
[2024-12-12 17:30:00,093][demucs.solver][INFO] - Valid | Epoch 560 | 4/20 | 4.17 it/sec | Loss 0.5077 | Reco 0.5077 | Nsdr 1.205
[2024-12-12 17:30:00,290][demucs.solver][INFO] - Valid | Epoch 560 | 5/20 | 4.29 it/sec | Loss 0.5287 | Reco 0.5287 | Nsdr 1.199
[2024-12-12 17:30:00,484][demucs.solver][INFO] - Valid | Epoch 560 | 6/20 | 4.40 it/sec | Loss 0.5127 | Reco 0.5127 | Nsdr 1.216
[2024-12-12 17:30:00,660][demucs.solver][INFO] - Valid | Epoch 560 | 7/20 | 4.53 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.237
[2024-12-12 17:30:00,855][demucs.solver][INFO] - Valid | Epoch 560 | 8/20 | 4.59 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.238
[2024-12-12 17:30:01,049][demucs.solver][INFO] - Valid | Epoch 560 | 9/20 | 4.64 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.257
[2024-12-12 17:30:01,206][demucs.solver][INFO] - Valid | Epoch 560 | 10/20 | 4.76 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.237
[2024-12-12 17:30:01,381][demucs.solver][INFO] - Valid | Epoch 560 | 11/20 | 4.82 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.235
[2024-12-12 17:30:01,555][demucs.solver][INFO] - Valid | Epoch 560 | 12/20 | 4.88 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.214
[2024-12-12 17:30:01,732][demucs.solver][INFO] - Valid | Epoch 560 | 13/20 | 4.93 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.216
[2024-12-12 17:30:01,943][demucs.solver][INFO] - Valid | Epoch 560 | 14/20 | 4.92 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.223
[2024-12-12 17:30:02,097][demucs.solver][INFO] - Valid | Epoch 560 | 15/20 | 4.99 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.230
[2024-12-12 17:30:02,287][demucs.solver][INFO] - Valid | Epoch 560 | 16/20 | 5.01 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.237
[2024-12-12 17:30:02,500][demucs.solver][INFO] - Valid | Epoch 560 | 17/20 | 4.99 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.242
[2024-12-12 17:30:02,703][demucs.solver][INFO] - Valid | Epoch 560 | 18/20 | 4.99 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.210
[2024-12-12 17:30:02,897][demucs.solver][INFO] - Valid | Epoch 560 | 19/20 | 5.00 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.222
[2024-12-12 17:30:03,322][demucs.solver][INFO] - Valid Summary | Epoch 560 | Loss=0.5389 | Reco=0.5389 | Nsdr=1.222 | Best=0.5301 | Bname=main
[2024-12-12 17:30:03,322][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:30:03,323][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 17:30:17,780][demucs.evaluate][INFO] - Eval | 1/20 | 0.28 it/sec
[2024-12-12 17:30:21,367][demucs.evaluate][INFO] - Eval | 2/20 | 0.28 it/sec
[2024-12-12 17:30:24,827][demucs.evaluate][INFO] - Eval | 3/20 | 0.28 it/sec
[2024-12-12 17:30:28,403][demucs.evaluate][INFO] - Eval | 4/20 | 0.28 it/sec
[2024-12-12 17:30:31,884][demucs.evaluate][INFO] - Eval | 5/20 | 0.28 it/sec
[2024-12-12 17:30:35,411][demucs.evaluate][INFO] - Eval | 6/20 | 0.28 it/sec
[2024-12-12 17:30:38,871][demucs.evaluate][INFO] - Eval | 7/20 | 0.28 it/sec
[2024-12-12 17:30:42,353][demucs.evaluate][INFO] - Eval | 8/20 | 0.28 it/sec
[2024-12-12 17:30:45,850][demucs.evaluate][INFO] - Eval | 9/20 | 0.28 it/sec
[2024-12-12 17:30:49,285][demucs.evaluate][INFO] - Eval | 10/20 | 0.29 it/sec
[2024-12-12 17:30:52,888][demucs.evaluate][INFO] - Eval | 11/20 | 0.28 it/sec
[2024-12-12 17:30:56,334][demucs.evaluate][INFO] - Eval | 12/20 | 0.29 it/sec
[2024-12-12 17:30:59,835][demucs.evaluate][INFO] - Eval | 13/20 | 0.29 it/sec
[2024-12-12 17:31:03,434][demucs.evaluate][INFO] - Eval | 14/20 | 0.28 it/sec
[2024-12-12 17:31:07,005][demucs.evaluate][INFO] - Eval | 15/20 | 0.28 it/sec
[2024-12-12 17:31:10,498][demucs.evaluate][INFO] - Eval | 16/20 | 0.28 it/sec
[2024-12-12 17:31:14,006][demucs.evaluate][INFO] - Eval | 17/20 | 0.28 it/sec
[2024-12-12 17:31:17,514][demucs.evaluate][INFO] - Eval | 18/20 | 0.28 it/sec
[2024-12-12 17:31:20,984][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 17:31:21,020][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 56.08 it/sec
[2024-12-12 17:31:21,032][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 63.49 it/sec
[2024-12-12 17:31:21,039][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 74.00 it/sec
[2024-12-12 17:31:21,050][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 76.56 it/sec
[2024-12-12 17:31:21,059][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 80.57 it/sec
[2024-12-12 17:31:21,071][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 80.76 it/sec
[2024-12-12 17:31:21,080][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 83.55 it/sec
[2024-12-12 17:31:21,092][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 83.79 it/sec
[2024-12-12 17:31:21,104][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 83.59 it/sec
[2024-12-12 17:31:21,114][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 85.29 it/sec
[2024-12-12 17:31:21,125][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 85.41 it/sec
[2024-12-12 17:31:21,133][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 87.87 it/sec
[2024-12-12 17:31:21,143][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 88.38 it/sec
[2024-12-12 17:31:21,149][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 91.26 it/sec
[2024-12-12 17:31:21,160][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 91.08 it/sec
[2024-12-12 17:31:21,173][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 90.14 it/sec
[2024-12-12 17:31:21,180][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 92.29 it/sec
[2024-12-12 17:31:21,190][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 92.64 it/sec
[2024-12-12 17:31:21,198][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 93.61 it/sec
[2024-12-12 17:31:21,265][demucs.solver][INFO] - Test Summary | Epoch 560 | Nsdr=1.105 | Nsdr_drums=1.111 | Nsdr_bass=1.141 | Nsdr_other=1.080 | Nsdr_vocals=1.089
[2024-12-12 17:31:22,815][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:31:22,815][demucs.solver][INFO] - Training...
[2024-12-12 17:31:31,993][demucs.solver][INFO] - Train | Epoch 561 | 1/14 | 0.27 it/sec | Loss 0.2671 | Reco 0.2671 | Grad 2.6952
[2024-12-12 17:31:32,638][demucs.solver][INFO] - Train | Epoch 561 | 2/14 | 0.37 it/sec | Loss 0.2661 | Reco 0.2661 | Grad 3.1784
[2024-12-12 17:31:33,285][demucs.solver][INFO] - Train | Epoch 561 | 3/14 | 0.46 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 2.9835
[2024-12-12 17:31:33,928][demucs.solver][INFO] - Train | Epoch 561 | 4/14 | 0.54 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 3.1287
[2024-12-12 17:31:34,573][demucs.solver][INFO] - Train | Epoch 561 | 5/14 | 0.60 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 3.1642
[2024-12-12 17:31:35,223][demucs.solver][INFO] - Train | Epoch 561 | 6/14 | 0.66 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.9540
[2024-12-12 17:31:35,865][demucs.solver][INFO] - Train | Epoch 561 | 7/14 | 0.71 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.9627
[2024-12-12 17:31:36,504][demucs.solver][INFO] - Train | Epoch 561 | 8/14 | 0.76 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.9621
[2024-12-12 17:31:37,144][demucs.solver][INFO] - Train | Epoch 561 | 9/14 | 0.80 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.7882
[2024-12-12 17:31:37,785][demucs.solver][INFO] - Train | Epoch 561 | 10/14 | 0.84 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.5954
[2024-12-12 17:31:38,423][demucs.solver][INFO] - Train | Epoch 561 | 11/14 | 0.87 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.6649
[2024-12-12 17:31:39,062][demucs.solver][INFO] - Train | Epoch 561 | 12/14 | 0.90 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.6202
[2024-12-12 17:31:39,703][demucs.solver][INFO] - Train | Epoch 561 | 13/14 | 0.93 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.6559
[2024-12-12 17:31:40,000][demucs.solver][INFO] - Train Summary | Epoch 561 | Loss=0.2415 | Reco=0.2415 | Grad=2.6559
[2024-12-12 17:31:40,000][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:31:40,000][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:31:43,448][demucs.solver][INFO] - Valid | Epoch 561 | 1/20 | 1.09 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.362
[2024-12-12 17:31:44,259][demucs.solver][INFO] - Valid | Epoch 561 | 2/20 | 1.13 it/sec | Loss 0.4438 | Reco 0.4438 | Nsdr 1.130
[2024-12-12 17:31:44,737][demucs.solver][INFO] - Valid | Epoch 561 | 3/20 | 1.28 it/sec | Loss 0.4871 | Reco 0.4871 | Nsdr 1.212
[2024-12-12 17:31:44,961][demucs.solver][INFO] - Valid | Epoch 561 | 4/20 | 1.49 it/sec | Loss 0.5040 | Reco 0.5040 | Nsdr 1.257
[2024-12-12 17:31:45,143][demucs.solver][INFO] - Valid | Epoch 561 | 5/20 | 1.70 it/sec | Loss 0.5247 | Reco 0.5247 | Nsdr 1.252
[2024-12-12 17:31:45,410][demucs.solver][INFO] - Valid | Epoch 561 | 6/20 | 1.84 it/sec | Loss 0.5090 | Reco 0.5090 | Nsdr 1.269
[2024-12-12 17:31:45,701][demucs.solver][INFO] - Valid | Epoch 561 | 7/20 | 1.95 it/sec | Loss 0.5294 | Reco 0.5294 | Nsdr 1.289
[2024-12-12 17:31:45,882][demucs.solver][INFO] - Valid | Epoch 561 | 8/20 | 2.11 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.288
[2024-12-12 17:31:46,054][demucs.solver][INFO] - Valid | Epoch 561 | 9/20 | 2.25 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.306
[2024-12-12 17:31:46,351][demucs.solver][INFO] - Valid | Epoch 561 | 10/20 | 2.32 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.289
[2024-12-12 17:31:46,623][demucs.solver][INFO] - Valid | Epoch 561 | 11/20 | 2.39 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.286
[2024-12-12 17:31:46,790][demucs.solver][INFO] - Valid | Epoch 561 | 12/20 | 2.51 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.263
[2024-12-12 17:31:47,098][demucs.solver][INFO] - Valid | Epoch 561 | 13/20 | 2.55 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.264
[2024-12-12 17:31:47,328][demucs.solver][INFO] - Valid | Epoch 561 | 14/20 | 2.62 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.271
[2024-12-12 17:31:47,551][demucs.solver][INFO] - Valid | Epoch 561 | 15/20 | 2.69 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.279
[2024-12-12 17:31:47,795][demucs.solver][INFO] - Valid | Epoch 561 | 16/20 | 2.75 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.285
[2024-12-12 17:31:48,055][demucs.solver][INFO] - Valid | Epoch 561 | 17/20 | 2.79 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.292
[2024-12-12 17:31:48,310][demucs.solver][INFO] - Valid | Epoch 561 | 18/20 | 2.83 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.259
[2024-12-12 17:31:48,530][demucs.solver][INFO] - Valid | Epoch 561 | 19/20 | 2.89 it/sec | Loss 0.5350 | Reco 0.5350 | Nsdr 1.271
[2024-12-12 17:31:48,910][demucs.solver][INFO] - Valid Summary | Epoch 561 | Loss=0.5350 | Reco=0.5350 | Nsdr=1.271 | Best=0.5301 | Bname=main
[2024-12-12 17:31:50,349][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:31:50,349][demucs.solver][INFO] - Training...
[2024-12-12 17:32:00,041][demucs.solver][INFO] - Train | Epoch 562 | 1/14 | 0.25 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 2.5425
[2024-12-12 17:32:00,793][demucs.solver][INFO] - Train | Epoch 562 | 2/14 | 0.34 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 2.5738
[2024-12-12 17:32:01,544][demucs.solver][INFO] - Train | Epoch 562 | 3/14 | 0.42 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.4289
[2024-12-12 17:32:02,198][demucs.solver][INFO] - Train | Epoch 562 | 4/14 | 0.49 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 2.6318
[2024-12-12 17:32:02,847][demucs.solver][INFO] - Train | Epoch 562 | 5/14 | 0.56 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 2.5687
[2024-12-12 17:32:03,503][demucs.solver][INFO] - Train | Epoch 562 | 6/14 | 0.61 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.5271
[2024-12-12 17:32:04,144][demucs.solver][INFO] - Train | Epoch 562 | 7/14 | 0.66 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.2602
[2024-12-12 17:32:04,790][demucs.solver][INFO] - Train | Epoch 562 | 8/14 | 0.71 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.3954
[2024-12-12 17:32:05,426][demucs.solver][INFO] - Train | Epoch 562 | 9/14 | 0.75 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.5190
[2024-12-12 17:32:06,073][demucs.solver][INFO] - Train | Epoch 562 | 10/14 | 0.78 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.6358
[2024-12-12 17:32:06,720][demucs.solver][INFO] - Train | Epoch 562 | 11/14 | 0.82 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.5486
[2024-12-12 17:32:07,360][demucs.solver][INFO] - Train | Epoch 562 | 12/14 | 0.85 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.5044
[2024-12-12 17:32:08,001][demucs.solver][INFO] - Train | Epoch 562 | 13/14 | 0.88 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.4802
[2024-12-12 17:32:08,340][demucs.solver][INFO] - Train Summary | Epoch 562 | Loss=0.2422 | Reco=0.2422 | Grad=2.4802
[2024-12-12 17:32:08,341][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:32:08,341][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:32:10,591][demucs.solver][INFO] - Valid | Epoch 562 | 1/20 | 3.18 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.239
[2024-12-12 17:32:10,781][demucs.solver][INFO] - Valid | Epoch 562 | 2/20 | 3.66 it/sec | Loss 0.4498 | Reco 0.4498 | Nsdr 1.031
[2024-12-12 17:32:10,959][demucs.solver][INFO] - Valid | Epoch 562 | 3/20 | 4.01 it/sec | Loss 0.4939 | Reco 0.4939 | Nsdr 1.105
[2024-12-12 17:32:11,148][demucs.solver][INFO] - Valid | Epoch 562 | 4/20 | 4.21 it/sec | Loss 0.5112 | Reco 0.5112 | Nsdr 1.144
[2024-12-12 17:32:11,340][demucs.solver][INFO] - Valid | Epoch 562 | 5/20 | 4.35 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.136
[2024-12-12 17:32:11,534][demucs.solver][INFO] - Valid | Epoch 562 | 6/20 | 4.45 it/sec | Loss 0.5166 | Reco 0.5166 | Nsdr 1.156
[2024-12-12 17:32:11,744][demucs.solver][INFO] - Valid | Epoch 562 | 7/20 | 4.49 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.173
[2024-12-12 17:32:11,955][demucs.solver][INFO] - Valid | Epoch 562 | 8/20 | 4.51 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.170
[2024-12-12 17:32:12,151][demucs.solver][INFO] - Valid | Epoch 562 | 9/20 | 4.57 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.186
[2024-12-12 17:32:12,342][demucs.solver][INFO] - Valid | Epoch 562 | 10/20 | 4.62 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.169
[2024-12-12 17:32:12,535][demucs.solver][INFO] - Valid | Epoch 562 | 11/20 | 4.66 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.169
[2024-12-12 17:32:12,729][demucs.solver][INFO] - Valid | Epoch 562 | 12/20 | 4.70 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.151
[2024-12-12 17:32:12,923][demucs.solver][INFO] - Valid | Epoch 562 | 13/20 | 4.73 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.156
[2024-12-12 17:32:13,114][demucs.solver][INFO] - Valid | Epoch 562 | 14/20 | 4.76 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.164
[2024-12-12 17:32:13,288][demucs.solver][INFO] - Valid | Epoch 562 | 15/20 | 4.81 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.171
[2024-12-12 17:32:13,477][demucs.solver][INFO] - Valid | Epoch 562 | 16/20 | 4.84 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.178
[2024-12-12 17:32:13,687][demucs.solver][INFO] - Valid | Epoch 562 | 17/20 | 4.83 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.184
[2024-12-12 17:32:13,877][demucs.solver][INFO] - Valid | Epoch 562 | 18/20 | 4.85 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.154
[2024-12-12 17:32:14,050][demucs.solver][INFO] - Valid | Epoch 562 | 19/20 | 4.89 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.164
[2024-12-12 17:32:14,460][demucs.solver][INFO] - Valid Summary | Epoch 562 | Loss=0.5432 | Reco=0.5432 | Nsdr=1.164 | Best=0.5301 | Bname=main
[2024-12-12 17:32:15,886][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:32:15,886][demucs.solver][INFO] - Training...
[2024-12-12 17:32:24,768][demucs.solver][INFO] - Train | Epoch 563 | 1/14 | 0.27 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 4.1938
[2024-12-12 17:32:25,588][demucs.solver][INFO] - Train | Epoch 563 | 2/14 | 0.37 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 3.3270
[2024-12-12 17:32:26,237][demucs.solver][INFO] - Train | Epoch 563 | 3/14 | 0.46 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 3.4431
[2024-12-12 17:32:26,887][demucs.solver][INFO] - Train | Epoch 563 | 4/14 | 0.53 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 3.6377
[2024-12-12 17:32:27,535][demucs.solver][INFO] - Train | Epoch 563 | 5/14 | 0.60 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 3.4515
[2024-12-12 17:32:28,184][demucs.solver][INFO] - Train | Epoch 563 | 6/14 | 0.65 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 3.3096
[2024-12-12 17:32:29,749][demucs.solver][INFO] - Train | Epoch 563 | 7/14 | 0.65 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 3.1912
[2024-12-12 17:32:30,402][demucs.solver][INFO] - Train | Epoch 563 | 8/14 | 0.70 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 3.1666
[2024-12-12 17:32:31,038][demucs.solver][INFO] - Train | Epoch 563 | 9/14 | 0.74 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 3.2165
[2024-12-12 17:32:31,675][demucs.solver][INFO] - Train | Epoch 563 | 10/14 | 0.77 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 3.3106
[2024-12-12 17:32:32,310][demucs.solver][INFO] - Train | Epoch 563 | 11/14 | 0.81 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 3.1971
[2024-12-12 17:32:32,947][demucs.solver][INFO] - Train | Epoch 563 | 12/14 | 0.84 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 3.1087
[2024-12-12 17:32:33,585][demucs.solver][INFO] - Train | Epoch 563 | 13/14 | 0.87 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 3.0912
[2024-12-12 17:32:33,898][demucs.solver][INFO] - Train Summary | Epoch 563 | Loss=0.2467 | Reco=0.2467 | Grad=3.0912
[2024-12-12 17:32:33,899][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:32:33,899][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:32:36,359][demucs.solver][INFO] - Valid | Epoch 563 | 1/20 | 2.37 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.367
[2024-12-12 17:32:36,620][demucs.solver][INFO] - Valid | Epoch 563 | 2/20 | 2.71 it/sec | Loss 0.4419 | Reco 0.4419 | Nsdr 1.126
[2024-12-12 17:32:36,812][demucs.solver][INFO] - Valid | Epoch 563 | 3/20 | 3.08 it/sec | Loss 0.4852 | Reco 0.4852 | Nsdr 1.217
[2024-12-12 17:32:37,116][demucs.solver][INFO] - Valid | Epoch 563 | 4/20 | 3.12 it/sec | Loss 0.5015 | Reco 0.5015 | Nsdr 1.269
[2024-12-12 17:32:37,332][demucs.solver][INFO] - Valid | Epoch 563 | 5/20 | 3.30 it/sec | Loss 0.5218 | Reco 0.5218 | Nsdr 1.270
[2024-12-12 17:32:37,545][demucs.solver][INFO] - Valid | Epoch 563 | 6/20 | 3.45 it/sec | Loss 0.5059 | Reco 0.5059 | Nsdr 1.290
[2024-12-12 17:32:37,805][demucs.solver][INFO] - Valid | Epoch 563 | 7/20 | 3.49 it/sec | Loss 0.5263 | Reco 0.5263 | Nsdr 1.313
[2024-12-12 17:32:38,531][demucs.solver][INFO] - Valid | Epoch 563 | 8/20 | 2.98 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.312
[2024-12-12 17:32:38,820][demucs.solver][INFO] - Valid | Epoch 563 | 9/20 | 3.02 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.335
[2024-12-12 17:32:39,250][demucs.solver][INFO] - Valid | Epoch 563 | 10/20 | 2.94 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.317
[2024-12-12 17:32:39,604][demucs.solver][INFO] - Valid | Epoch 563 | 11/20 | 2.93 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.314
[2024-12-12 17:32:40,193][demucs.solver][INFO] - Valid | Epoch 563 | 12/20 | 2.78 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.291
[2024-12-12 17:32:40,594][demucs.solver][INFO] - Valid | Epoch 563 | 13/20 | 2.76 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.294
[2024-12-12 17:32:40,963][demucs.solver][INFO] - Valid | Epoch 563 | 14/20 | 2.75 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.303
[2024-12-12 17:32:41,431][demucs.solver][INFO] - Valid | Epoch 563 | 15/20 | 2.70 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.312
[2024-12-12 17:32:41,847][demucs.solver][INFO] - Valid | Epoch 563 | 16/20 | 2.68 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.317
[2024-12-12 17:32:42,303][demucs.solver][INFO] - Valid | Epoch 563 | 17/20 | 2.65 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.322
[2024-12-12 17:32:43,170][demucs.solver][INFO] - Valid | Epoch 563 | 18/20 | 2.48 it/sec | Loss 0.5332 | Reco 0.5332 | Nsdr 1.287
[2024-12-12 17:32:44,010][demucs.solver][INFO] - Valid | Epoch 563 | 19/20 | 2.35 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.302
[2024-12-12 17:32:44,442][demucs.solver][INFO] - Valid Summary | Epoch 563 | Loss=0.5314 | Reco=0.5314 | Nsdr=1.302 | Best=0.5301 | Bname=main
[2024-12-12 17:32:45,956][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:32:45,957][demucs.solver][INFO] - Training...
[2024-12-12 17:32:55,020][demucs.solver][INFO] - Train | Epoch 564 | 1/14 | 0.28 it/sec | Loss 0.2219 | Reco 0.2219 | Grad 2.1619
[2024-12-12 17:32:55,888][demucs.solver][INFO] - Train | Epoch 564 | 2/14 | 0.37 it/sec | Loss 0.2302 | Reco 0.2302 | Grad 1.9843
[2024-12-12 17:32:56,547][demucs.solver][INFO] - Train | Epoch 564 | 3/14 | 0.46 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 2.4283
[2024-12-12 17:32:57,196][demucs.solver][INFO] - Train | Epoch 564 | 4/14 | 0.53 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 2.1637
[2024-12-12 17:32:57,848][demucs.solver][INFO] - Train | Epoch 564 | 5/14 | 0.60 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 1.9975
[2024-12-12 17:32:58,500][demucs.solver][INFO] - Train | Epoch 564 | 6/14 | 0.66 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.8432
[2024-12-12 17:32:59,151][demucs.solver][INFO] - Train | Epoch 564 | 7/14 | 0.71 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 1.9045
[2024-12-12 17:32:59,799][demucs.solver][INFO] - Train | Epoch 564 | 8/14 | 0.75 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 2.0471
[2024-12-12 17:33:00,452][demucs.solver][INFO] - Train | Epoch 564 | 9/14 | 0.79 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.1972
[2024-12-12 17:33:01,868][demucs.solver][INFO] - Train | Epoch 564 | 10/14 | 0.78 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 2.4000
[2024-12-12 17:33:02,990][demucs.solver][INFO] - Train | Epoch 564 | 11/14 | 0.79 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.3218
[2024-12-12 17:33:03,886][demucs.solver][INFO] - Train | Epoch 564 | 12/14 | 0.81 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 2.2914
[2024-12-12 17:33:04,583][demucs.solver][INFO] - Train | Epoch 564 | 13/14 | 0.84 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 2.3349
[2024-12-12 17:33:04,903][demucs.solver][INFO] - Train Summary | Epoch 564 | Loss=0.2362 | Reco=0.2362 | Grad=2.3349
[2024-12-12 17:33:04,904][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:33:04,904][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:33:07,142][demucs.solver][INFO] - Valid | Epoch 564 | 1/20 | 2.94 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.267
[2024-12-12 17:33:07,407][demucs.solver][INFO] - Valid | Epoch 564 | 2/20 | 3.17 it/sec | Loss 0.4491 | Reco 0.4491 | Nsdr 1.052
[2024-12-12 17:33:07,692][demucs.solver][INFO] - Valid | Epoch 564 | 3/20 | 3.25 it/sec | Loss 0.4934 | Reco 0.4934 | Nsdr 1.120
[2024-12-12 17:33:07,908][demucs.solver][INFO] - Valid | Epoch 564 | 4/20 | 3.46 it/sec | Loss 0.5107 | Reco 0.5107 | Nsdr 1.162
[2024-12-12 17:33:08,107][demucs.solver][INFO] - Valid | Epoch 564 | 5/20 | 3.64 it/sec | Loss 0.5320 | Reco 0.5320 | Nsdr 1.156
[2024-12-12 17:33:08,301][demucs.solver][INFO] - Valid | Epoch 564 | 6/20 | 3.80 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.176
[2024-12-12 17:33:08,491][demucs.solver][INFO] - Valid | Epoch 564 | 7/20 | 3.94 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.192
[2024-12-12 17:33:08,681][demucs.solver][INFO] - Valid | Epoch 564 | 8/20 | 4.05 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.190
[2024-12-12 17:33:08,875][demucs.solver][INFO] - Valid | Epoch 564 | 9/20 | 4.14 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.208
[2024-12-12 17:33:09,086][demucs.solver][INFO] - Valid | Epoch 564 | 10/20 | 4.19 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.193
[2024-12-12 17:33:09,280][demucs.solver][INFO] - Valid | Epoch 564 | 11/20 | 4.26 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.192
[2024-12-12 17:33:09,490][demucs.solver][INFO] - Valid | Epoch 564 | 12/20 | 4.29 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.172
[2024-12-12 17:33:09,663][demucs.solver][INFO] - Valid | Epoch 564 | 13/20 | 4.37 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.174
[2024-12-12 17:33:09,875][demucs.solver][INFO] - Valid | Epoch 564 | 14/20 | 4.39 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.182
[2024-12-12 17:33:10,091][demucs.solver][INFO] - Valid | Epoch 564 | 15/20 | 4.41 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.190
[2024-12-12 17:33:10,266][demucs.solver][INFO] - Valid | Epoch 564 | 16/20 | 4.47 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.197
[2024-12-12 17:33:10,476][demucs.solver][INFO] - Valid | Epoch 564 | 17/20 | 4.48 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.203
[2024-12-12 17:33:10,685][demucs.solver][INFO] - Valid | Epoch 564 | 18/20 | 4.50 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.173
[2024-12-12 17:33:10,899][demucs.solver][INFO] - Valid | Epoch 564 | 19/20 | 4.51 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.185
[2024-12-12 17:33:11,318][demucs.solver][INFO] - Valid Summary | Epoch 564 | Loss=0.5419 | Reco=0.5419 | Nsdr=1.185 | Best=0.5301 | Bname=main
[2024-12-12 17:33:12,797][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:33:12,797][demucs.solver][INFO] - Training...
[2024-12-12 17:33:19,724][demucs.solver][INFO] - Train | Epoch 565 | 1/14 | 0.37 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 0.7594
[2024-12-12 17:33:20,387][demucs.solver][INFO] - Train | Epoch 565 | 2/14 | 0.50 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 0.7776
[2024-12-12 17:33:21,135][demucs.solver][INFO] - Train | Epoch 565 | 3/14 | 0.59 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.2071
[2024-12-12 17:33:25,296][demucs.solver][INFO] - Train | Epoch 565 | 4/14 | 0.46 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.5989
[2024-12-12 17:33:25,934][demucs.solver][INFO] - Train | Epoch 565 | 5/14 | 0.52 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.6260
[2024-12-12 17:33:26,572][demucs.solver][INFO] - Train | Epoch 565 | 6/14 | 0.57 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.6953
[2024-12-12 17:33:27,212][demucs.solver][INFO] - Train | Epoch 565 | 7/14 | 0.62 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.6402
[2024-12-12 17:33:27,853][demucs.solver][INFO] - Train | Epoch 565 | 8/14 | 0.67 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.5122
[2024-12-12 17:33:28,495][demucs.solver][INFO] - Train | Epoch 565 | 9/14 | 0.71 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.4415
[2024-12-12 17:33:29,138][demucs.solver][INFO] - Train | Epoch 565 | 10/14 | 0.74 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.4201
[2024-12-12 17:33:29,779][demucs.solver][INFO] - Train | Epoch 565 | 11/14 | 0.78 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.3510
[2024-12-12 17:33:30,421][demucs.solver][INFO] - Train | Epoch 565 | 12/14 | 0.81 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.4796
[2024-12-12 17:33:31,062][demucs.solver][INFO] - Train | Epoch 565 | 13/14 | 0.84 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.4347
[2024-12-12 17:33:31,408][demucs.solver][INFO] - Train Summary | Epoch 565 | Loss=0.2473 | Reco=0.2473 | Grad=1.4347
[2024-12-12 17:33:31,409][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:33:31,409][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:33:33,776][demucs.solver][INFO] - Valid | Epoch 565 | 1/20 | 2.62 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.375
[2024-12-12 17:33:33,954][demucs.solver][INFO] - Valid | Epoch 565 | 2/20 | 3.19 it/sec | Loss 0.4421 | Reco 0.4421 | Nsdr 1.127
[2024-12-12 17:33:34,149][demucs.solver][INFO] - Valid | Epoch 565 | 3/20 | 3.52 it/sec | Loss 0.4850 | Reco 0.4850 | Nsdr 1.223
[2024-12-12 17:33:34,343][demucs.solver][INFO] - Valid | Epoch 565 | 4/20 | 3.76 it/sec | Loss 0.5015 | Reco 0.5015 | Nsdr 1.275
[2024-12-12 17:33:34,538][demucs.solver][INFO] - Valid | Epoch 565 | 5/20 | 3.93 it/sec | Loss 0.5219 | Reco 0.5219 | Nsdr 1.275
[2024-12-12 17:33:34,730][demucs.solver][INFO] - Valid | Epoch 565 | 6/20 | 4.08 it/sec | Loss 0.5063 | Reco 0.5063 | Nsdr 1.291
[2024-12-12 17:33:34,886][demucs.solver][INFO] - Valid | Epoch 565 | 7/20 | 4.27 it/sec | Loss 0.5266 | Reco 0.5266 | Nsdr 1.315
[2024-12-12 17:33:35,098][demucs.solver][INFO] - Valid | Epoch 565 | 8/20 | 4.31 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.316
[2024-12-12 17:33:35,312][demucs.solver][INFO] - Valid | Epoch 565 | 9/20 | 4.35 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.336
[2024-12-12 17:33:35,505][demucs.solver][INFO] - Valid | Epoch 565 | 10/20 | 4.41 it/sec | Loss 0.5338 | Reco 0.5338 | Nsdr 1.315
[2024-12-12 17:33:35,699][demucs.solver][INFO] - Valid | Epoch 565 | 11/20 | 4.47 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.310
[2024-12-12 17:33:35,876][demucs.solver][INFO] - Valid | Epoch 565 | 12/20 | 4.54 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.287
[2024-12-12 17:33:36,050][demucs.solver][INFO] - Valid | Epoch 565 | 13/20 | 4.61 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.286
[2024-12-12 17:33:36,244][demucs.solver][INFO] - Valid | Epoch 565 | 14/20 | 4.64 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.294
[2024-12-12 17:33:36,463][demucs.solver][INFO] - Valid | Epoch 565 | 15/20 | 4.64 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.302
[2024-12-12 17:33:36,657][demucs.solver][INFO] - Valid | Epoch 565 | 16/20 | 4.66 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.308
[2024-12-12 17:33:36,847][demucs.solver][INFO] - Valid | Epoch 565 | 17/20 | 4.69 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.315
[2024-12-12 17:33:37,060][demucs.solver][INFO] - Valid | Epoch 565 | 18/20 | 4.69 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.280
[2024-12-12 17:33:37,253][demucs.solver][INFO] - Valid | Epoch 565 | 19/20 | 4.72 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.295
[2024-12-12 17:33:37,752][demucs.solver][INFO] - Valid Summary | Epoch 565 | Loss=0.5325 | Reco=0.5325 | Nsdr=1.295 | Best=0.5301 | Bname=main
[2024-12-12 17:33:39,221][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:33:39,221][demucs.solver][INFO] - Training...
[2024-12-12 17:33:48,017][demucs.solver][INFO] - Train | Epoch 566 | 1/14 | 0.29 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 2.1768
[2024-12-12 17:33:48,660][demucs.solver][INFO] - Train | Epoch 566 | 2/14 | 0.40 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 2.0502
[2024-12-12 17:33:49,446][demucs.solver][INFO] - Train | Epoch 566 | 3/14 | 0.48 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.0114
[2024-12-12 17:33:50,091][demucs.solver][INFO] - Train | Epoch 566 | 4/14 | 0.55 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 2.0213
[2024-12-12 17:33:50,735][demucs.solver][INFO] - Train | Epoch 566 | 5/14 | 0.62 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.8364
[2024-12-12 17:33:51,388][demucs.solver][INFO] - Train | Epoch 566 | 6/14 | 0.68 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.6365
[2024-12-12 17:33:52,033][demucs.solver][INFO] - Train | Epoch 566 | 7/14 | 0.73 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.6938
[2024-12-12 17:33:52,674][demucs.solver][INFO] - Train | Epoch 566 | 8/14 | 0.78 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.5775
[2024-12-12 17:33:53,309][demucs.solver][INFO] - Train | Epoch 566 | 9/14 | 0.82 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.4608
[2024-12-12 17:33:53,947][demucs.solver][INFO] - Train | Epoch 566 | 10/14 | 0.85 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.4958
[2024-12-12 17:33:54,588][demucs.solver][INFO] - Train | Epoch 566 | 11/14 | 0.89 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.5078
[2024-12-12 17:33:55,228][demucs.solver][INFO] - Train | Epoch 566 | 12/14 | 0.92 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.5350
[2024-12-12 17:33:55,872][demucs.solver][INFO] - Train | Epoch 566 | 13/14 | 0.95 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.4471
[2024-12-12 17:33:56,231][demucs.solver][INFO] - Train Summary | Epoch 566 | Loss=0.2430 | Reco=0.2430 | Grad=1.4471
[2024-12-12 17:33:56,232][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:33:56,232][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:33:59,670][demucs.solver][INFO] - Valid | Epoch 566 | 1/20 | 1.09 it/sec | Loss 0.5806 | Reco 0.5806 | Nsdr 1.169
[2024-12-12 17:34:00,521][demucs.solver][INFO] - Valid | Epoch 566 | 2/20 | 1.12 it/sec | Loss 0.4541 | Reco 0.4541 | Nsdr 0.975
[2024-12-12 17:34:00,916][demucs.solver][INFO] - Valid | Epoch 566 | 3/20 | 1.30 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.045
[2024-12-12 17:34:01,304][demucs.solver][INFO] - Valid | Epoch 566 | 4/20 | 1.44 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.082
[2024-12-12 17:34:01,586][demucs.solver][INFO] - Valid | Epoch 566 | 5/20 | 1.60 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.075
[2024-12-12 17:34:01,770][demucs.solver][INFO] - Valid | Epoch 566 | 6/20 | 1.78 it/sec | Loss 0.5222 | Reco 0.5222 | Nsdr 1.094
[2024-12-12 17:34:02,168][demucs.solver][INFO] - Valid | Epoch 566 | 7/20 | 1.85 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.110
[2024-12-12 17:34:02,354][demucs.solver][INFO] - Valid | Epoch 566 | 8/20 | 1.99 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.107
[2024-12-12 17:34:02,585][demucs.solver][INFO] - Valid | Epoch 566 | 9/20 | 2.11 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.125
[2024-12-12 17:34:02,772][demucs.solver][INFO] - Valid | Epoch 566 | 10/20 | 2.23 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.109
[2024-12-12 17:34:02,963][demucs.solver][INFO] - Valid | Epoch 566 | 11/20 | 2.34 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.109
[2024-12-12 17:34:03,155][demucs.solver][INFO] - Valid | Epoch 566 | 12/20 | 2.45 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.091
[2024-12-12 17:34:03,348][demucs.solver][INFO] - Valid | Epoch 566 | 13/20 | 2.54 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.093
[2024-12-12 17:34:03,543][demucs.solver][INFO] - Valid | Epoch 566 | 14/20 | 2.63 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.101
[2024-12-12 17:34:03,735][demucs.solver][INFO] - Valid | Epoch 566 | 15/20 | 2.72 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.108
[2024-12-12 17:34:03,888][demucs.solver][INFO] - Valid | Epoch 566 | 16/20 | 2.81 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.114
[2024-12-12 17:34:04,080][demucs.solver][INFO] - Valid | Epoch 566 | 17/20 | 2.89 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.119
[2024-12-12 17:34:04,252][demucs.solver][INFO] - Valid | Epoch 566 | 18/20 | 2.96 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.092
[2024-12-12 17:34:04,442][demucs.solver][INFO] - Valid | Epoch 566 | 19/20 | 3.03 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.102
[2024-12-12 17:34:04,834][demucs.solver][INFO] - Valid Summary | Epoch 566 | Loss=0.5483 | Reco=0.5483 | Nsdr=1.102 | Best=0.5301 | Bname=main
[2024-12-12 17:34:06,439][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:34:06,439][demucs.solver][INFO] - Training...
[2024-12-12 17:34:18,217][demucs.solver][INFO] - Train | Epoch 567 | 1/14 | 0.20 it/sec | Loss 0.2186 | Reco 0.2186 | Grad 1.0390
[2024-12-12 17:34:18,867][demucs.solver][INFO] - Train | Epoch 567 | 2/14 | 0.28 it/sec | Loss 0.2271 | Reco 0.2271 | Grad 0.8590
[2024-12-12 17:34:19,514][demucs.solver][INFO] - Train | Epoch 567 | 3/14 | 0.35 it/sec | Loss 0.2264 | Reco 0.2264 | Grad 1.2843
[2024-12-12 17:34:20,160][demucs.solver][INFO] - Train | Epoch 567 | 4/14 | 0.42 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 1.2571
[2024-12-12 17:34:20,806][demucs.solver][INFO] - Train | Epoch 567 | 5/14 | 0.48 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 1.2644
[2024-12-12 17:34:21,449][demucs.solver][INFO] - Train | Epoch 567 | 6/14 | 0.53 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 1.2724
[2024-12-12 17:34:22,092][demucs.solver][INFO] - Train | Epoch 567 | 7/14 | 0.58 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 1.2527
[2024-12-12 17:34:22,733][demucs.solver][INFO] - Train | Epoch 567 | 8/14 | 0.62 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.1880
[2024-12-12 17:34:23,370][demucs.solver][INFO] - Train | Epoch 567 | 9/14 | 0.66 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 1.3154
[2024-12-12 17:34:24,016][demucs.solver][INFO] - Train | Epoch 567 | 10/14 | 0.69 it/sec | Loss 0.2321 | Reco 0.2321 | Grad 1.3485
[2024-12-12 17:34:24,654][demucs.solver][INFO] - Train | Epoch 567 | 11/14 | 0.73 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 1.3017
[2024-12-12 17:34:25,296][demucs.solver][INFO] - Train | Epoch 567 | 12/14 | 0.76 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.3948
[2024-12-12 17:34:25,937][demucs.solver][INFO] - Train | Epoch 567 | 13/14 | 0.79 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.3210
[2024-12-12 17:34:26,288][demucs.solver][INFO] - Train Summary | Epoch 567 | Loss=0.2356 | Reco=0.2356 | Grad=1.3210
[2024-12-12 17:34:26,288][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:34:26,288][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:34:29,106][demucs.solver][INFO] - Valid | Epoch 567 | 1/20 | 2.02 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.308
[2024-12-12 17:34:29,303][demucs.solver][INFO] - Valid | Epoch 567 | 2/20 | 2.53 it/sec | Loss 0.4463 | Reco 0.4463 | Nsdr 1.074
[2024-12-12 17:34:29,501][demucs.solver][INFO] - Valid | Epoch 567 | 3/20 | 2.89 it/sec | Loss 0.4899 | Reco 0.4899 | Nsdr 1.166
[2024-12-12 17:34:29,692][demucs.solver][INFO] - Valid | Epoch 567 | 4/20 | 3.18 it/sec | Loss 0.5067 | Reco 0.5067 | Nsdr 1.214
[2024-12-12 17:34:29,846][demucs.solver][INFO] - Valid | Epoch 567 | 5/20 | 3.47 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.211
[2024-12-12 17:34:30,018][demucs.solver][INFO] - Valid | Epoch 567 | 6/20 | 3.68 it/sec | Loss 0.5116 | Reco 0.5116 | Nsdr 1.227
[2024-12-12 17:34:30,193][demucs.solver][INFO] - Valid | Epoch 567 | 7/20 | 3.85 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.250
[2024-12-12 17:34:30,387][demucs.solver][INFO] - Valid | Epoch 567 | 8/20 | 3.97 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.251
[2024-12-12 17:34:30,582][demucs.solver][INFO] - Valid | Epoch 567 | 9/20 | 4.06 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.271
[2024-12-12 17:34:30,775][demucs.solver][INFO] - Valid | Epoch 567 | 10/20 | 4.14 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.252
[2024-12-12 17:34:30,948][demucs.solver][INFO] - Valid | Epoch 567 | 11/20 | 4.24 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.248
[2024-12-12 17:34:31,121][demucs.solver][INFO] - Valid | Epoch 567 | 12/20 | 4.33 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.225
[2024-12-12 17:34:31,277][demucs.solver][INFO] - Valid | Epoch 567 | 13/20 | 4.43 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.226
[2024-12-12 17:34:31,490][demucs.solver][INFO] - Valid | Epoch 567 | 14/20 | 4.45 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.233
[2024-12-12 17:34:31,688][demucs.solver][INFO] - Valid | Epoch 567 | 15/20 | 4.48 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.240
[2024-12-12 17:34:31,899][demucs.solver][INFO] - Valid | Epoch 567 | 16/20 | 4.50 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.246
[2024-12-12 17:34:32,128][demucs.solver][INFO] - Valid | Epoch 567 | 17/20 | 4.49 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.253
[2024-12-12 17:34:32,338][demucs.solver][INFO] - Valid | Epoch 567 | 18/20 | 4.50 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.220
[2024-12-12 17:34:32,532][demucs.solver][INFO] - Valid | Epoch 567 | 19/20 | 4.53 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.235
[2024-12-12 17:34:32,891][demucs.solver][INFO] - Valid Summary | Epoch 567 | Loss=0.5375 | Reco=0.5375 | Nsdr=1.235 | Best=0.5301 | Bname=main
[2024-12-12 17:34:34,298][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:34:34,299][demucs.solver][INFO] - Training...
[2024-12-12 17:34:40,359][demucs.solver][INFO] - Train | Epoch 568 | 1/14 | 0.45 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.1151
[2024-12-12 17:34:43,994][demucs.solver][INFO] - Train | Epoch 568 | 2/14 | 0.37 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 0.8805
[2024-12-12 17:34:44,644][demucs.solver][INFO] - Train | Epoch 568 | 3/14 | 0.46 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 0.7616
[2024-12-12 17:34:45,295][demucs.solver][INFO] - Train | Epoch 568 | 4/14 | 0.53 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 0.7732
[2024-12-12 17:34:45,967][demucs.solver][INFO] - Train | Epoch 568 | 5/14 | 0.60 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.7714
[2024-12-12 17:34:46,611][demucs.solver][INFO] - Train | Epoch 568 | 6/14 | 0.65 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 0.9424
[2024-12-12 17:34:47,256][demucs.solver][INFO] - Train | Epoch 568 | 7/14 | 0.71 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 1.1096
[2024-12-12 17:34:47,902][demucs.solver][INFO] - Train | Epoch 568 | 8/14 | 0.75 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 1.2464
[2024-12-12 17:34:48,549][demucs.solver][INFO] - Train | Epoch 568 | 9/14 | 0.79 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 1.2673
[2024-12-12 17:34:49,196][demucs.solver][INFO] - Train | Epoch 568 | 10/14 | 0.83 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.2020
[2024-12-12 17:34:49,843][demucs.solver][INFO] - Train | Epoch 568 | 11/14 | 0.86 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.4729
[2024-12-12 17:34:50,534][demucs.solver][INFO] - Train | Epoch 568 | 12/14 | 0.89 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 1.6111
[2024-12-12 17:34:51,283][demucs.solver][INFO] - Train | Epoch 568 | 13/14 | 0.91 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.5208
[2024-12-12 17:34:51,647][demucs.solver][INFO] - Train Summary | Epoch 568 | Loss=0.2417 | Reco=0.2417 | Grad=1.5208
[2024-12-12 17:34:51,647][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:34:51,648][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:34:53,859][demucs.solver][INFO] - Valid | Epoch 568 | 1/20 | 3.58 it/sec | Loss 0.5831 | Reco 0.5831 | Nsdr 1.137
[2024-12-12 17:34:54,086][demucs.solver][INFO] - Valid | Epoch 568 | 2/20 | 3.82 it/sec | Loss 0.4555 | Reco 0.4555 | Nsdr 0.953
[2024-12-12 17:34:54,285][demucs.solver][INFO] - Valid | Epoch 568 | 3/20 | 4.06 it/sec | Loss 0.5009 | Reco 0.5009 | Nsdr 1.012
[2024-12-12 17:34:54,443][demucs.solver][INFO] - Valid | Epoch 568 | 4/20 | 4.37 it/sec | Loss 0.5191 | Reco 0.5191 | Nsdr 1.045
[2024-12-12 17:34:54,662][demucs.solver][INFO] - Valid | Epoch 568 | 5/20 | 4.41 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.034
[2024-12-12 17:34:54,858][demucs.solver][INFO] - Valid | Epoch 568 | 6/20 | 4.49 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.054
[2024-12-12 17:34:55,055][demucs.solver][INFO] - Valid | Epoch 568 | 7/20 | 4.56 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.065
[2024-12-12 17:34:55,213][demucs.solver][INFO] - Valid | Epoch 568 | 8/20 | 4.70 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.060
[2024-12-12 17:34:55,429][demucs.solver][INFO] - Valid | Epoch 568 | 9/20 | 4.70 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.076
[2024-12-12 17:34:55,603][demucs.solver][INFO] - Valid | Epoch 568 | 10/20 | 4.77 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.064
[2024-12-12 17:34:55,816][demucs.solver][INFO] - Valid | Epoch 568 | 11/20 | 4.77 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.064
[2024-12-12 17:34:55,992][demucs.solver][INFO] - Valid | Epoch 568 | 12/20 | 4.83 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.048
[2024-12-12 17:34:56,186][demucs.solver][INFO] - Valid | Epoch 568 | 13/20 | 4.85 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.052
[2024-12-12 17:34:56,362][demucs.solver][INFO] - Valid | Epoch 568 | 14/20 | 4.90 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.059
[2024-12-12 17:34:56,518][demucs.solver][INFO] - Valid | Epoch 568 | 15/20 | 4.97 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.066
[2024-12-12 17:34:56,730][demucs.solver][INFO] - Valid | Epoch 568 | 16/20 | 4.96 it/sec | Loss 0.5809 | Reco 0.5809 | Nsdr 1.072
[2024-12-12 17:34:56,886][demucs.solver][INFO] - Valid | Epoch 568 | 17/20 | 5.02 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.080
[2024-12-12 17:34:57,080][demucs.solver][INFO] - Valid | Epoch 568 | 18/20 | 5.03 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.054
[2024-12-12 17:34:57,293][demucs.solver][INFO] - Valid | Epoch 568 | 19/20 | 5.01 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.065
[2024-12-12 17:34:57,663][demucs.solver][INFO] - Valid Summary | Epoch 568 | Loss=0.5506 | Reco=0.5506 | Nsdr=1.065 | Best=0.5301 | Bname=main
[2024-12-12 17:34:59,099][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:34:59,100][demucs.solver][INFO] - Training...
[2024-12-12 17:35:07,693][demucs.solver][INFO] - Train | Epoch 569 | 1/14 | 0.29 it/sec | Loss 0.2714 | Reco 0.2714 | Grad 3.9217
[2024-12-12 17:35:08,344][demucs.solver][INFO] - Train | Epoch 569 | 2/14 | 0.40 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 3.1062
[2024-12-12 17:35:08,995][demucs.solver][INFO] - Train | Epoch 569 | 3/14 | 0.49 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 2.5541
[2024-12-12 17:35:09,648][demucs.solver][INFO] - Train | Epoch 569 | 4/14 | 0.56 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 2.7190
[2024-12-12 17:35:10,301][demucs.solver][INFO] - Train | Epoch 569 | 5/14 | 0.63 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 3.0030
[2024-12-12 17:35:10,951][demucs.solver][INFO] - Train | Epoch 569 | 6/14 | 0.69 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 2.6876
[2024-12-12 17:35:11,588][demucs.solver][INFO] - Train | Epoch 569 | 7/14 | 0.74 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 2.4228
[2024-12-12 17:35:12,225][demucs.solver][INFO] - Train | Epoch 569 | 8/14 | 0.78 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 2.2993
[2024-12-12 17:35:12,863][demucs.solver][INFO] - Train | Epoch 569 | 9/14 | 0.83 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.3239
[2024-12-12 17:35:13,501][demucs.solver][INFO] - Train | Epoch 569 | 10/14 | 0.86 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 2.3847
[2024-12-12 17:35:14,139][demucs.solver][INFO] - Train | Epoch 569 | 11/14 | 0.90 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.4718
[2024-12-12 17:35:14,777][demucs.solver][INFO] - Train | Epoch 569 | 12/14 | 0.93 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.3312
[2024-12-12 17:35:15,411][demucs.solver][INFO] - Train | Epoch 569 | 13/14 | 0.95 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 2.2657
[2024-12-12 17:35:15,749][demucs.solver][INFO] - Train Summary | Epoch 569 | Loss=0.2431 | Reco=0.2431 | Grad=2.2657
[2024-12-12 17:35:15,750][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:35:15,750][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:35:18,124][demucs.solver][INFO] - Valid | Epoch 569 | 1/20 | 3.00 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.365
[2024-12-12 17:35:18,395][demucs.solver][INFO] - Valid | Epoch 569 | 2/20 | 3.20 it/sec | Loss 0.4411 | Reco 0.4411 | Nsdr 1.118
[2024-12-12 17:35:18,619][demucs.solver][INFO] - Valid | Epoch 569 | 3/20 | 3.44 it/sec | Loss 0.4840 | Reco 0.4840 | Nsdr 1.209
[2024-12-12 17:35:19,153][demucs.solver][INFO] - Valid | Epoch 569 | 4/20 | 2.95 it/sec | Loss 0.5001 | Reco 0.5001 | Nsdr 1.262
[2024-12-12 17:35:19,351][demucs.solver][INFO] - Valid | Epoch 569 | 5/20 | 3.17 it/sec | Loss 0.5203 | Reco 0.5203 | Nsdr 1.269
[2024-12-12 17:35:19,527][demucs.solver][INFO] - Valid | Epoch 569 | 6/20 | 3.38 it/sec | Loss 0.5047 | Reco 0.5047 | Nsdr 1.287
[2024-12-12 17:35:19,726][demucs.solver][INFO] - Valid | Epoch 569 | 7/20 | 3.53 it/sec | Loss 0.5250 | Reco 0.5250 | Nsdr 1.309
[2024-12-12 17:35:19,942][demucs.solver][INFO] - Valid | Epoch 569 | 8/20 | 3.62 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.311
[2024-12-12 17:35:20,121][demucs.solver][INFO] - Valid | Epoch 569 | 9/20 | 3.75 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.333
[2024-12-12 17:35:20,316][demucs.solver][INFO] - Valid | Epoch 569 | 10/20 | 3.85 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.313
[2024-12-12 17:35:20,491][demucs.solver][INFO] - Valid | Epoch 569 | 11/20 | 3.95 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.309
[2024-12-12 17:35:20,703][demucs.solver][INFO] - Valid | Epoch 569 | 12/20 | 4.00 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.286
[2024-12-12 17:35:20,895][demucs.solver][INFO] - Valid | Epoch 569 | 13/20 | 4.07 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.288
[2024-12-12 17:35:21,109][demucs.solver][INFO] - Valid | Epoch 569 | 14/20 | 4.11 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.296
[2024-12-12 17:35:21,321][demucs.solver][INFO] - Valid | Epoch 569 | 15/20 | 4.14 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.304
[2024-12-12 17:35:21,495][demucs.solver][INFO] - Valid | Epoch 569 | 16/20 | 4.21 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.310
[2024-12-12 17:35:21,706][demucs.solver][INFO] - Valid | Epoch 569 | 17/20 | 4.24 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.315
[2024-12-12 17:35:21,880][demucs.solver][INFO] - Valid | Epoch 569 | 18/20 | 4.30 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.280
[2024-12-12 17:35:22,071][demucs.solver][INFO] - Valid | Epoch 569 | 19/20 | 4.33 it/sec | Loss 0.5309 | Reco 0.5309 | Nsdr 1.295
[2024-12-12 17:35:23,279][demucs.solver][INFO] - Valid Summary | Epoch 569 | Loss=0.5309 | Reco=0.5309 | Nsdr=1.295 | Best=0.5301 | Bname=main
[2024-12-12 17:35:24,800][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:35:24,802][demucs.solver][INFO] - Training...
[2024-12-12 17:35:33,835][demucs.solver][INFO] - Train | Epoch 570 | 1/14 | 0.29 it/sec | Loss 0.2590 | Reco 0.2590 | Grad 1.6729
[2024-12-12 17:35:34,490][demucs.solver][INFO] - Train | Epoch 570 | 2/14 | 0.39 it/sec | Loss 0.2705 | Reco 0.2705 | Grad 2.4949
[2024-12-12 17:35:37,717][demucs.solver][INFO] - Train | Epoch 570 | 3/14 | 0.37 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 2.0405
[2024-12-12 17:35:38,371][demucs.solver][INFO] - Train | Epoch 570 | 4/14 | 0.44 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 1.7304
[2024-12-12 17:35:39,019][demucs.solver][INFO] - Train | Epoch 570 | 5/14 | 0.49 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.6208
[2024-12-12 17:35:39,666][demucs.solver][INFO] - Train | Epoch 570 | 6/14 | 0.55 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.7143
[2024-12-12 17:35:40,315][demucs.solver][INFO] - Train | Epoch 570 | 7/14 | 0.60 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.7478
[2024-12-12 17:35:40,962][demucs.solver][INFO] - Train | Epoch 570 | 8/14 | 0.64 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.6586
[2024-12-12 17:35:41,611][demucs.solver][INFO] - Train | Epoch 570 | 9/14 | 0.68 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.7308
[2024-12-12 17:35:42,261][demucs.solver][INFO] - Train | Epoch 570 | 10/14 | 0.72 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.6029
[2024-12-12 17:35:42,910][demucs.solver][INFO] - Train | Epoch 570 | 11/14 | 0.75 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.5873
[2024-12-12 17:35:43,554][demucs.solver][INFO] - Train | Epoch 570 | 12/14 | 0.78 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.5319
[2024-12-12 17:35:44,196][demucs.solver][INFO] - Train | Epoch 570 | 13/14 | 0.81 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.4474
[2024-12-12 17:35:44,539][demucs.solver][INFO] - Train Summary | Epoch 570 | Loss=0.2430 | Reco=0.2430 | Grad=1.4474
[2024-12-12 17:35:44,540][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:35:44,540][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:35:46,855][demucs.solver][INFO] - Valid | Epoch 570 | 1/20 | 3.37 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.254
[2024-12-12 17:35:47,013][demucs.solver][INFO] - Valid | Epoch 570 | 2/20 | 3.99 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.034
[2024-12-12 17:35:47,221][demucs.solver][INFO] - Valid | Epoch 570 | 3/20 | 4.17 it/sec | Loss 0.4921 | Reco 0.4921 | Nsdr 1.120
[2024-12-12 17:35:47,441][demucs.solver][INFO] - Valid | Epoch 570 | 4/20 | 4.24 it/sec | Loss 0.5092 | Reco 0.5092 | Nsdr 1.164
[2024-12-12 17:35:47,655][demucs.solver][INFO] - Valid | Epoch 570 | 5/20 | 4.31 it/sec | Loss 0.5306 | Reco 0.5306 | Nsdr 1.155
[2024-12-12 17:35:47,833][demucs.solver][INFO] - Valid | Epoch 570 | 6/20 | 4.46 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.174
[2024-12-12 17:35:48,050][demucs.solver][INFO] - Valid | Epoch 570 | 7/20 | 4.47 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.194
[2024-12-12 17:35:48,226][demucs.solver][INFO] - Valid | Epoch 570 | 8/20 | 4.58 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.194
[2024-12-12 17:35:48,404][demucs.solver][INFO] - Valid | Epoch 570 | 9/20 | 4.67 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.213
[2024-12-12 17:35:48,585][demucs.solver][INFO] - Valid | Epoch 570 | 10/20 | 4.74 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.197
[2024-12-12 17:35:48,800][demucs.solver][INFO] - Valid | Epoch 570 | 11/20 | 4.73 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.195
[2024-12-12 17:35:49,012][demucs.solver][INFO] - Valid | Epoch 570 | 12/20 | 4.73 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.174
[2024-12-12 17:35:49,209][demucs.solver][INFO] - Valid | Epoch 570 | 13/20 | 4.75 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.177
[2024-12-12 17:35:49,419][demucs.solver][INFO] - Valid | Epoch 570 | 14/20 | 4.75 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.185
[2024-12-12 17:35:49,613][demucs.solver][INFO] - Valid | Epoch 570 | 15/20 | 4.77 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.192
[2024-12-12 17:35:49,768][demucs.solver][INFO] - Valid | Epoch 570 | 16/20 | 4.85 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.198
[2024-12-12 17:35:49,942][demucs.solver][INFO] - Valid | Epoch 570 | 17/20 | 4.89 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.204
[2024-12-12 17:35:50,119][demucs.solver][INFO] - Valid | Epoch 570 | 18/20 | 4.93 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.173
[2024-12-12 17:35:50,317][demucs.solver][INFO] - Valid | Epoch 570 | 19/20 | 4.93 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.186
[2024-12-12 17:35:50,706][demucs.solver][INFO] - Valid Summary | Epoch 570 | Loss=0.5406 | Reco=0.5406 | Nsdr=1.186 | Best=0.5301 | Bname=main
[2024-12-12 17:35:52,283][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:35:52,284][demucs.solver][INFO] - Training...
[2024-12-12 17:36:00,013][demucs.solver][INFO] - Train | Epoch 571 | 1/14 | 0.35 it/sec | Loss 0.2639 | Reco 0.2639 | Grad 2.6386
[2024-12-12 17:36:00,705][demucs.solver][INFO] - Train | Epoch 571 | 2/14 | 0.47 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 2.2958
[2024-12-12 17:36:01,460][demucs.solver][INFO] - Train | Epoch 571 | 3/14 | 0.56 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 2.1835
[2024-12-12 17:36:02,113][demucs.solver][INFO] - Train | Epoch 571 | 4/14 | 0.64 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 2.5753
[2024-12-12 17:36:02,769][demucs.solver][INFO] - Train | Epoch 571 | 5/14 | 0.71 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.6120
[2024-12-12 17:36:04,376][demucs.solver][INFO] - Train | Epoch 571 | 6/14 | 0.70 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 2.4676
[2024-12-12 17:36:05,022][demucs.solver][INFO] - Train | Epoch 571 | 7/14 | 0.75 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 2.4852
[2024-12-12 17:36:05,670][demucs.solver][INFO] - Train | Epoch 571 | 8/14 | 0.79 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.2551
[2024-12-12 17:36:06,321][demucs.solver][INFO] - Train | Epoch 571 | 9/14 | 0.83 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 2.0921
[2024-12-12 17:36:06,965][demucs.solver][INFO] - Train | Epoch 571 | 10/14 | 0.87 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 2.0782
[2024-12-12 17:36:07,605][demucs.solver][INFO] - Train | Epoch 571 | 11/14 | 0.90 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 2.0800
[2024-12-12 17:36:08,244][demucs.solver][INFO] - Train | Epoch 571 | 12/14 | 0.93 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 2.1244
[2024-12-12 17:36:08,885][demucs.solver][INFO] - Train | Epoch 571 | 13/14 | 0.96 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.9970
[2024-12-12 17:36:09,204][demucs.solver][INFO] - Train Summary | Epoch 571 | Loss=0.2380 | Reco=0.2380 | Grad=1.9970
[2024-12-12 17:36:09,204][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:36:09,204][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:36:11,728][demucs.solver][INFO] - Valid | Epoch 571 | 1/20 | 2.33 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.259
[2024-12-12 17:36:12,007][demucs.solver][INFO] - Valid | Epoch 571 | 2/20 | 2.63 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.041
[2024-12-12 17:36:12,858][demucs.solver][INFO] - Valid | Epoch 571 | 3/20 | 2.01 it/sec | Loss 0.4926 | Reco 0.4926 | Nsdr 1.119
[2024-12-12 17:36:13,633][demucs.solver][INFO] - Valid | Epoch 571 | 4/20 | 1.81 it/sec | Loss 0.5098 | Reco 0.5098 | Nsdr 1.159
[2024-12-12 17:36:13,837][demucs.solver][INFO] - Valid | Epoch 571 | 5/20 | 2.02 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.154
[2024-12-12 17:36:14,056][demucs.solver][INFO] - Valid | Epoch 571 | 6/20 | 2.20 it/sec | Loss 0.5150 | Reco 0.5150 | Nsdr 1.173
[2024-12-12 17:36:14,255][demucs.solver][INFO] - Valid | Epoch 571 | 7/20 | 2.36 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.191
[2024-12-12 17:36:14,472][demucs.solver][INFO] - Valid | Epoch 571 | 8/20 | 2.50 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.191
[2024-12-12 17:36:14,687][demucs.solver][INFO] - Valid | Epoch 571 | 9/20 | 2.62 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.210
[2024-12-12 17:36:14,864][demucs.solver][INFO] - Valid | Epoch 571 | 10/20 | 2.75 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.194
[2024-12-12 17:36:15,057][demucs.solver][INFO] - Valid | Epoch 571 | 11/20 | 2.86 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.192
[2024-12-12 17:36:15,251][demucs.solver][INFO] - Valid | Epoch 571 | 12/20 | 2.97 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.173
[2024-12-12 17:36:15,449][demucs.solver][INFO] - Valid | Epoch 571 | 13/20 | 3.06 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.176
[2024-12-12 17:36:15,628][demucs.solver][INFO] - Valid | Epoch 571 | 14/20 | 3.15 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.183
[2024-12-12 17:36:15,818][demucs.solver][INFO] - Valid | Epoch 571 | 15/20 | 3.23 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.189
[2024-12-12 17:36:15,974][demucs.solver][INFO] - Valid | Epoch 571 | 16/20 | 3.33 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.195
[2024-12-12 17:36:16,182][demucs.solver][INFO] - Valid | Epoch 571 | 17/20 | 3.39 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.201
[2024-12-12 17:36:16,375][demucs.solver][INFO] - Valid | Epoch 571 | 18/20 | 3.45 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.170
[2024-12-12 17:36:16,553][demucs.solver][INFO] - Valid | Epoch 571 | 19/20 | 3.52 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.181
[2024-12-12 17:36:16,954][demucs.solver][INFO] - Valid Summary | Epoch 571 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.181 | Best=0.5301 | Bname=main
[2024-12-12 17:36:18,471][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:36:18,471][demucs.solver][INFO] - Training...
[2024-12-12 17:36:27,082][demucs.solver][INFO] - Train | Epoch 572 | 1/14 | 0.29 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 2.8555
[2024-12-12 17:36:27,740][demucs.solver][INFO] - Train | Epoch 572 | 2/14 | 0.40 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 1.9917
[2024-12-12 17:36:29,053][demucs.solver][INFO] - Train | Epoch 572 | 3/14 | 0.45 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.5374
[2024-12-12 17:36:29,714][demucs.solver][INFO] - Train | Epoch 572 | 4/14 | 0.52 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 2.0291
[2024-12-12 17:36:30,366][demucs.solver][INFO] - Train | Epoch 572 | 5/14 | 0.59 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 1.7962
[2024-12-12 17:36:31,024][demucs.solver][INFO] - Train | Epoch 572 | 6/14 | 0.64 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 1.5674
[2024-12-12 17:36:31,673][demucs.solver][INFO] - Train | Epoch 572 | 7/14 | 0.69 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 1.4546
[2024-12-12 17:36:32,319][demucs.solver][INFO] - Train | Epoch 572 | 8/14 | 0.74 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 1.5729
[2024-12-12 17:36:32,957][demucs.solver][INFO] - Train | Epoch 572 | 9/14 | 0.78 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 1.5902
[2024-12-12 17:36:33,594][demucs.solver][INFO] - Train | Epoch 572 | 10/14 | 0.82 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 1.5183
[2024-12-12 17:36:34,234][demucs.solver][INFO] - Train | Epoch 572 | 11/14 | 0.85 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 1.6051
[2024-12-12 17:36:34,875][demucs.solver][INFO] - Train | Epoch 572 | 12/14 | 0.88 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.6735
[2024-12-12 17:36:35,515][demucs.solver][INFO] - Train | Epoch 572 | 13/14 | 0.91 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 1.5814
[2024-12-12 17:36:35,918][demucs.solver][INFO] - Train Summary | Epoch 572 | Loss=0.2543 | Reco=0.2543 | Grad=1.5814
[2024-12-12 17:36:35,918][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:36:35,918][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:36:39,107][demucs.solver][INFO] - Valid | Epoch 572 | 1/20 | 1.38 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.316
[2024-12-12 17:36:39,995][demucs.solver][INFO] - Valid | Epoch 572 | 2/20 | 1.28 it/sec | Loss 0.4458 | Reco 0.4458 | Nsdr 1.079
[2024-12-12 17:36:40,778][demucs.solver][INFO] - Valid | Epoch 572 | 3/20 | 1.28 it/sec | Loss 0.4889 | Reco 0.4889 | Nsdr 1.170
[2024-12-12 17:36:41,633][demucs.solver][INFO] - Valid | Epoch 572 | 4/20 | 1.26 it/sec | Loss 0.5055 | Reco 0.5055 | Nsdr 1.218
[2024-12-12 17:36:41,847][demucs.solver][INFO] - Valid | Epoch 572 | 5/20 | 1.43 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.220
[2024-12-12 17:36:42,055][demucs.solver][INFO] - Valid | Epoch 572 | 6/20 | 1.59 it/sec | Loss 0.5102 | Reco 0.5102 | Nsdr 1.239
[2024-12-12 17:36:42,233][demucs.solver][INFO] - Valid | Epoch 572 | 7/20 | 1.75 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 1.262
[2024-12-12 17:36:42,425][demucs.solver][INFO] - Valid | Epoch 572 | 8/20 | 1.89 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.261
[2024-12-12 17:36:42,600][demucs.solver][INFO] - Valid | Epoch 572 | 9/20 | 2.02 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.282
[2024-12-12 17:36:42,815][demucs.solver][INFO] - Valid | Epoch 572 | 10/20 | 2.13 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.262
[2024-12-12 17:36:42,991][demucs.solver][INFO] - Valid | Epoch 572 | 11/20 | 2.25 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.259
[2024-12-12 17:36:43,170][demucs.solver][INFO] - Valid | Epoch 572 | 12/20 | 2.36 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.239
[2024-12-12 17:36:43,367][demucs.solver][INFO] - Valid | Epoch 572 | 13/20 | 2.45 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.241
[2024-12-12 17:36:43,583][demucs.solver][INFO] - Valid | Epoch 572 | 14/20 | 2.53 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.250
[2024-12-12 17:36:43,780][demucs.solver][INFO] - Valid | Epoch 572 | 15/20 | 2.61 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.258
[2024-12-12 17:36:43,976][demucs.solver][INFO] - Valid | Epoch 572 | 16/20 | 2.69 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.264
[2024-12-12 17:36:44,168][demucs.solver][INFO] - Valid | Epoch 572 | 17/20 | 2.76 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.269
[2024-12-12 17:36:44,344][demucs.solver][INFO] - Valid | Epoch 572 | 18/20 | 2.84 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.235
[2024-12-12 17:36:44,537][demucs.solver][INFO] - Valid | Epoch 572 | 19/20 | 2.90 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.248
[2024-12-12 17:36:45,087][demucs.solver][INFO] - Valid Summary | Epoch 572 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.248 | Best=0.5301 | Bname=main
[2024-12-12 17:36:46,650][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:36:46,650][demucs.solver][INFO] - Training...
[2024-12-12 17:36:58,584][demucs.solver][INFO] - Train | Epoch 573 | 1/14 | 0.19 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 1.3999
[2024-12-12 17:36:59,236][demucs.solver][INFO] - Train | Epoch 573 | 2/14 | 0.27 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 1.2363
[2024-12-12 17:36:59,887][demucs.solver][INFO] - Train | Epoch 573 | 3/14 | 0.34 it/sec | Loss 0.2310 | Reco 0.2310 | Grad 1.0328
[2024-12-12 17:37:00,531][demucs.solver][INFO] - Train | Epoch 573 | 4/14 | 0.41 it/sec | Loss 0.2290 | Reco 0.2290 | Grad 1.1735
[2024-12-12 17:37:01,177][demucs.solver][INFO] - Train | Epoch 573 | 5/14 | 0.47 it/sec | Loss 0.2322 | Reco 0.2322 | Grad 1.2084
[2024-12-12 17:37:01,823][demucs.solver][INFO] - Train | Epoch 573 | 6/14 | 0.52 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.3721
[2024-12-12 17:37:02,467][demucs.solver][INFO] - Train | Epoch 573 | 7/14 | 0.56 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 1.2356
[2024-12-12 17:37:03,111][demucs.solver][INFO] - Train | Epoch 573 | 8/14 | 0.61 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.5102
[2024-12-12 17:37:03,755][demucs.solver][INFO] - Train | Epoch 573 | 9/14 | 0.65 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.6809
[2024-12-12 17:37:04,402][demucs.solver][INFO] - Train | Epoch 573 | 10/14 | 0.68 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.5498
[2024-12-12 17:37:05,039][demucs.solver][INFO] - Train | Epoch 573 | 11/14 | 0.72 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.4439
[2024-12-12 17:37:05,675][demucs.solver][INFO] - Train | Epoch 573 | 12/14 | 0.75 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 1.4707
[2024-12-12 17:37:06,309][demucs.solver][INFO] - Train | Epoch 573 | 13/14 | 0.78 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.5132
[2024-12-12 17:37:06,601][demucs.solver][INFO] - Train Summary | Epoch 573 | Loss=0.2388 | Reco=0.2388 | Grad=1.5132
[2024-12-12 17:37:06,602][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:37:06,602][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:37:08,808][demucs.solver][INFO] - Valid | Epoch 573 | 1/20 | 3.39 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.282
[2024-12-12 17:37:08,968][demucs.solver][INFO] - Valid | Epoch 573 | 2/20 | 4.00 it/sec | Loss 0.4475 | Reco 0.4475 | Nsdr 1.055
[2024-12-12 17:37:09,163][demucs.solver][INFO] - Valid | Epoch 573 | 3/20 | 4.23 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.146
[2024-12-12 17:37:09,360][demucs.solver][INFO] - Valid | Epoch 573 | 4/20 | 4.38 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.187
[2024-12-12 17:37:09,579][demucs.solver][INFO] - Valid | Epoch 573 | 5/20 | 4.41 it/sec | Loss 0.5288 | Reco 0.5288 | Nsdr 1.187
[2024-12-12 17:37:09,776][demucs.solver][INFO] - Valid | Epoch 573 | 6/20 | 4.49 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.204
[2024-12-12 17:37:09,971][demucs.solver][INFO] - Valid | Epoch 573 | 7/20 | 4.56 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.227
[2024-12-12 17:37:10,186][demucs.solver][INFO] - Valid | Epoch 573 | 8/20 | 4.57 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.227
[2024-12-12 17:37:10,400][demucs.solver][INFO] - Valid | Epoch 573 | 9/20 | 4.58 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.247
[2024-12-12 17:37:10,554][demucs.solver][INFO] - Valid | Epoch 573 | 10/20 | 4.71 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.230
[2024-12-12 17:37:10,744][demucs.solver][INFO] - Valid | Epoch 573 | 11/20 | 4.75 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.226
[2024-12-12 17:37:10,939][demucs.solver][INFO] - Valid | Epoch 573 | 12/20 | 4.78 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.204
[2024-12-12 17:37:11,131][demucs.solver][INFO] - Valid | Epoch 573 | 13/20 | 4.81 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.206
[2024-12-12 17:37:11,340][demucs.solver][INFO] - Valid | Epoch 573 | 14/20 | 4.80 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.214
[2024-12-12 17:37:11,535][demucs.solver][INFO] - Valid | Epoch 573 | 15/20 | 4.82 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.220
[2024-12-12 17:37:11,712][demucs.solver][INFO] - Valid | Epoch 573 | 16/20 | 4.86 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.226
[2024-12-12 17:37:11,926][demucs.solver][INFO] - Valid | Epoch 573 | 17/20 | 4.85 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.232
[2024-12-12 17:37:12,082][demucs.solver][INFO] - Valid | Epoch 573 | 18/20 | 4.92 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.199
[2024-12-12 17:37:12,256][demucs.solver][INFO] - Valid | Epoch 573 | 19/20 | 4.95 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.212
[2024-12-12 17:37:12,661][demucs.solver][INFO] - Valid Summary | Epoch 573 | Loss=0.5390 | Reco=0.5390 | Nsdr=1.212 | Best=0.5301 | Bname=main
[2024-12-12 17:37:14,257][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:37:14,259][demucs.solver][INFO] - Training...
[2024-12-12 17:37:23,314][demucs.solver][INFO] - Train | Epoch 574 | 1/14 | 0.28 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 1.4868
[2024-12-12 17:37:23,972][demucs.solver][INFO] - Train | Epoch 574 | 2/14 | 0.39 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.5776
[2024-12-12 17:37:24,627][demucs.solver][INFO] - Train | Epoch 574 | 3/14 | 0.48 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.9780
[2024-12-12 17:37:25,276][demucs.solver][INFO] - Train | Epoch 574 | 4/14 | 0.55 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.1451
[2024-12-12 17:37:25,925][demucs.solver][INFO] - Train | Epoch 574 | 5/14 | 0.62 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 1.9556
[2024-12-12 17:37:26,569][demucs.solver][INFO] - Train | Epoch 574 | 6/14 | 0.68 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.8686
[2024-12-12 17:37:27,210][demucs.solver][INFO] - Train | Epoch 574 | 7/14 | 0.73 it/sec | Loss 0.2323 | Reco 0.2323 | Grad 1.8586
[2024-12-12 17:37:27,848][demucs.solver][INFO] - Train | Epoch 574 | 8/14 | 0.78 it/sec | Loss 0.2328 | Reco 0.2328 | Grad 2.1939
[2024-12-12 17:37:28,490][demucs.solver][INFO] - Train | Epoch 574 | 9/14 | 0.82 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 2.0046
[2024-12-12 17:37:29,129][demucs.solver][INFO] - Train | Epoch 574 | 10/14 | 0.85 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.1544
[2024-12-12 17:37:29,766][demucs.solver][INFO] - Train | Epoch 574 | 11/14 | 0.89 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 2.1823
[2024-12-12 17:37:30,402][demucs.solver][INFO] - Train | Epoch 574 | 12/14 | 0.92 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.2186
[2024-12-12 17:37:31,040][demucs.solver][INFO] - Train | Epoch 574 | 13/14 | 0.95 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.0866
[2024-12-12 17:37:31,335][demucs.solver][INFO] - Train Summary | Epoch 574 | Loss=0.2412 | Reco=0.2412 | Grad=2.0866
[2024-12-12 17:37:31,335][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:37:31,335][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:37:33,604][demucs.solver][INFO] - Valid | Epoch 574 | 1/20 | 3.19 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.201
[2024-12-12 17:37:33,828][demucs.solver][INFO] - Valid | Epoch 574 | 2/20 | 3.53 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 0.991
[2024-12-12 17:37:34,047][demucs.solver][INFO] - Valid | Epoch 574 | 3/20 | 3.74 it/sec | Loss 0.4957 | Reco 0.4957 | Nsdr 1.079
[2024-12-12 17:37:34,245][demucs.solver][INFO] - Valid | Epoch 574 | 4/20 | 3.95 it/sec | Loss 0.5130 | Reco 0.5130 | Nsdr 1.123
[2024-12-12 17:37:34,423][demucs.solver][INFO] - Valid | Epoch 574 | 5/20 | 4.15 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.120
[2024-12-12 17:37:34,602][demucs.solver][INFO] - Valid | Epoch 574 | 6/20 | 4.31 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.137
[2024-12-12 17:37:34,818][demucs.solver][INFO] - Valid | Epoch 574 | 7/20 | 4.35 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.157
[2024-12-12 17:37:35,016][demucs.solver][INFO] - Valid | Epoch 574 | 8/20 | 4.42 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.156
[2024-12-12 17:37:35,231][demucs.solver][INFO] - Valid | Epoch 574 | 9/20 | 4.44 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.176
[2024-12-12 17:37:35,429][demucs.solver][INFO] - Valid | Epoch 574 | 10/20 | 4.49 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.159
[2024-12-12 17:37:35,651][demucs.solver][INFO] - Valid | Epoch 574 | 11/20 | 4.49 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.156
[2024-12-12 17:37:35,830][demucs.solver][INFO] - Valid | Epoch 574 | 12/20 | 4.56 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.137
[2024-12-12 17:37:36,005][demucs.solver][INFO] - Valid | Epoch 574 | 13/20 | 4.62 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.140
[2024-12-12 17:37:36,217][demucs.solver][INFO] - Valid | Epoch 574 | 14/20 | 4.63 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.148
[2024-12-12 17:37:36,410][demucs.solver][INFO] - Valid | Epoch 574 | 15/20 | 4.66 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.156
[2024-12-12 17:37:36,624][demucs.solver][INFO] - Valid | Epoch 574 | 16/20 | 4.66 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.162
[2024-12-12 17:37:36,801][demucs.solver][INFO] - Valid | Epoch 574 | 17/20 | 4.71 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.167
[2024-12-12 17:37:36,996][demucs.solver][INFO] - Valid | Epoch 574 | 18/20 | 4.73 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.135
[2024-12-12 17:37:37,191][demucs.solver][INFO] - Valid | Epoch 574 | 19/20 | 4.75 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.148
[2024-12-12 17:37:37,589][demucs.solver][INFO] - Valid Summary | Epoch 574 | Loss=0.5442 | Reco=0.5442 | Nsdr=1.148 | Best=0.5301 | Bname=main
[2024-12-12 17:37:39,035][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:37:39,036][demucs.solver][INFO] - Training...
[2024-12-12 17:37:45,668][demucs.solver][INFO] - Train | Epoch 575 | 1/14 | 0.39 it/sec | Loss 0.2775 | Reco 0.2775 | Grad 3.9796
[2024-12-12 17:37:46,332][demucs.solver][INFO] - Train | Epoch 575 | 2/14 | 0.52 it/sec | Loss 0.2675 | Reco 0.2675 | Grad 2.8317
[2024-12-12 17:37:48,721][demucs.solver][INFO] - Train | Epoch 575 | 3/14 | 0.49 it/sec | Loss 0.2611 | Reco 0.2611 | Grad 2.6161
[2024-12-12 17:37:49,370][demucs.solver][INFO] - Train | Epoch 575 | 4/14 | 0.57 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 2.3369
[2024-12-12 17:37:50,023][demucs.solver][INFO] - Train | Epoch 575 | 5/14 | 0.63 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 2.6008
[2024-12-12 17:37:50,672][demucs.solver][INFO] - Train | Epoch 575 | 6/14 | 0.69 it/sec | Loss 0.2652 | Reco 0.2652 | Grad 2.4436
[2024-12-12 17:37:51,312][demucs.solver][INFO] - Train | Epoch 575 | 7/14 | 0.74 it/sec | Loss 0.2650 | Reco 0.2650 | Grad 2.4334
[2024-12-12 17:37:51,959][demucs.solver][INFO] - Train | Epoch 575 | 8/14 | 0.79 it/sec | Loss 0.2638 | Reco 0.2638 | Grad 2.5510
[2024-12-12 17:37:52,609][demucs.solver][INFO] - Train | Epoch 575 | 9/14 | 0.83 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 2.4230
[2024-12-12 17:37:53,261][demucs.solver][INFO] - Train | Epoch 575 | 10/14 | 0.87 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 2.2316
[2024-12-12 17:37:53,902][demucs.solver][INFO] - Train | Epoch 575 | 11/14 | 0.90 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 2.0914
[2024-12-12 17:37:54,541][demucs.solver][INFO] - Train | Epoch 575 | 12/14 | 0.93 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.1956
[2024-12-12 17:37:55,182][demucs.solver][INFO] - Train | Epoch 575 | 13/14 | 0.96 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.1496
[2024-12-12 17:37:55,539][demucs.solver][INFO] - Train Summary | Epoch 575 | Loss=0.2496 | Reco=0.2496 | Grad=2.1496
[2024-12-12 17:37:55,540][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:37:55,540][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:37:58,215][demucs.solver][INFO] - Valid | Epoch 575 | 1/20 | 3.31 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.333
[2024-12-12 17:37:58,421][demucs.solver][INFO] - Valid | Epoch 575 | 2/20 | 3.70 it/sec | Loss 0.4446 | Reco 0.4446 | Nsdr 1.087
[2024-12-12 17:37:58,575][demucs.solver][INFO] - Valid | Epoch 575 | 3/20 | 4.15 it/sec | Loss 0.4878 | Reco 0.4878 | Nsdr 1.187
[2024-12-12 17:37:58,792][demucs.solver][INFO] - Valid | Epoch 575 | 4/20 | 4.23 it/sec | Loss 0.5041 | Reco 0.5041 | Nsdr 1.239
[2024-12-12 17:37:59,010][demucs.solver][INFO] - Valid | Epoch 575 | 5/20 | 4.28 it/sec | Loss 0.5245 | Reco 0.5245 | Nsdr 1.237
[2024-12-12 17:37:59,166][demucs.solver][INFO] - Valid | Epoch 575 | 6/20 | 4.50 it/sec | Loss 0.5088 | Reco 0.5088 | Nsdr 1.256
[2024-12-12 17:37:59,365][demucs.solver][INFO] - Valid | Epoch 575 | 7/20 | 4.56 it/sec | Loss 0.5291 | Reco 0.5291 | Nsdr 1.281
[2024-12-12 17:37:59,587][demucs.solver][INFO] - Valid | Epoch 575 | 8/20 | 4.55 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.285
[2024-12-12 17:37:59,785][demucs.solver][INFO] - Valid | Epoch 575 | 9/20 | 4.60 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.309
[2024-12-12 17:37:59,981][demucs.solver][INFO] - Valid | Epoch 575 | 10/20 | 4.64 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.289
[2024-12-12 17:38:00,176][demucs.solver][INFO] - Valid | Epoch 575 | 11/20 | 4.68 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.284
[2024-12-12 17:38:00,372][demucs.solver][INFO] - Valid | Epoch 575 | 12/20 | 4.71 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.262
[2024-12-12 17:38:00,567][demucs.solver][INFO] - Valid | Epoch 575 | 13/20 | 4.73 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.262
[2024-12-12 17:38:00,763][demucs.solver][INFO] - Valid | Epoch 575 | 14/20 | 4.76 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.271
[2024-12-12 17:38:00,958][demucs.solver][INFO] - Valid | Epoch 575 | 15/20 | 4.78 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.279
[2024-12-12 17:38:01,134][demucs.solver][INFO] - Valid | Epoch 575 | 16/20 | 4.82 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.284
[2024-12-12 17:38:01,291][demucs.solver][INFO] - Valid | Epoch 575 | 17/20 | 4.89 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.290
[2024-12-12 17:38:01,466][demucs.solver][INFO] - Valid | Epoch 575 | 18/20 | 4.93 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.254
[2024-12-12 17:38:01,644][demucs.solver][INFO] - Valid | Epoch 575 | 19/20 | 4.96 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.270
[2024-12-12 17:38:02,018][demucs.solver][INFO] - Valid Summary | Epoch 575 | Loss=0.5342 | Reco=0.5342 | Nsdr=1.270 | Best=0.5301 | Bname=main
[2024-12-12 17:38:03,648][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:38:03,648][demucs.solver][INFO] - Training...
[2024-12-12 17:38:13,166][demucs.solver][INFO] - Train | Epoch 576 | 1/14 | 0.25 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 0.8268
[2024-12-12 17:38:13,822][demucs.solver][INFO] - Train | Epoch 576 | 2/14 | 0.35 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.2091
[2024-12-12 17:38:14,471][demucs.solver][INFO] - Train | Epoch 576 | 3/14 | 0.44 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.4812
[2024-12-12 17:38:15,126][demucs.solver][INFO] - Train | Epoch 576 | 4/14 | 0.51 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 1.5562
[2024-12-12 17:38:15,784][demucs.solver][INFO] - Train | Epoch 576 | 5/14 | 0.57 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.4353
[2024-12-12 17:38:16,436][demucs.solver][INFO] - Train | Epoch 576 | 6/14 | 0.63 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 1.5261
[2024-12-12 17:38:17,087][demucs.solver][INFO] - Train | Epoch 576 | 7/14 | 0.68 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 1.7770
[2024-12-12 17:38:17,734][demucs.solver][INFO] - Train | Epoch 576 | 8/14 | 0.72 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.8429
[2024-12-12 17:38:18,381][demucs.solver][INFO] - Train | Epoch 576 | 9/14 | 0.76 it/sec | Loss 0.2343 | Reco 0.2343 | Grad 1.9422
[2024-12-12 17:38:19,027][demucs.solver][INFO] - Train | Epoch 576 | 10/14 | 0.80 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 1.9469
[2024-12-12 17:38:19,674][demucs.solver][INFO] - Train | Epoch 576 | 11/14 | 0.83 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 2.2028
[2024-12-12 17:38:20,317][demucs.solver][INFO] - Train | Epoch 576 | 12/14 | 0.87 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 2.1740
[2024-12-12 17:38:20,954][demucs.solver][INFO] - Train | Epoch 576 | 13/14 | 0.89 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 2.1572
[2024-12-12 17:38:21,280][demucs.solver][INFO] - Train Summary | Epoch 576 | Loss=0.2345 | Reco=0.2345 | Grad=2.1572
[2024-12-12 17:38:21,280][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:38:21,280][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:38:23,860][demucs.solver][INFO] - Valid | Epoch 576 | 1/20 | 2.87 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.176
[2024-12-12 17:38:24,151][demucs.solver][INFO] - Valid | Epoch 576 | 2/20 | 3.04 it/sec | Loss 0.4525 | Reco 0.4525 | Nsdr 0.977
[2024-12-12 17:38:24,340][demucs.solver][INFO] - Valid | Epoch 576 | 3/20 | 3.40 it/sec | Loss 0.4969 | Reco 0.4969 | Nsdr 1.046
[2024-12-12 17:38:24,616][demucs.solver][INFO] - Valid | Epoch 576 | 4/20 | 3.44 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.085
[2024-12-12 17:38:24,786][demucs.solver][INFO] - Valid | Epoch 576 | 5/20 | 3.70 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.081
[2024-12-12 17:38:25,072][demucs.solver][INFO] - Valid | Epoch 576 | 6/20 | 3.67 it/sec | Loss 0.5199 | Reco 0.5199 | Nsdr 1.102
[2024-12-12 17:38:25,246][demucs.solver][INFO] - Valid | Epoch 576 | 7/20 | 3.84 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.118
[2024-12-12 17:38:25,512][demucs.solver][INFO] - Valid | Epoch 576 | 8/20 | 3.83 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.117
[2024-12-12 17:38:25,782][demucs.solver][INFO] - Valid | Epoch 576 | 9/20 | 3.82 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.134
[2024-12-12 17:38:26,310][demucs.solver][INFO] - Valid | Epoch 576 | 10/20 | 3.50 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.118
[2024-12-12 17:38:27,217][demucs.solver][INFO] - Valid | Epoch 576 | 11/20 | 2.96 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.119
[2024-12-12 17:38:28,089][demucs.solver][INFO] - Valid | Epoch 576 | 12/20 | 2.64 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.103
[2024-12-12 17:38:28,948][demucs.solver][INFO] - Valid | Epoch 576 | 13/20 | 2.42 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.107
[2024-12-12 17:38:29,800][demucs.solver][INFO] - Valid | Epoch 576 | 14/20 | 2.26 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.114
[2024-12-12 17:38:30,572][demucs.solver][INFO] - Valid | Epoch 576 | 15/20 | 2.16 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.120
[2024-12-12 17:38:30,748][demucs.solver][INFO] - Valid | Epoch 576 | 16/20 | 2.24 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.127
[2024-12-12 17:38:30,969][demucs.solver][INFO] - Valid | Epoch 576 | 17/20 | 2.31 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.129
[2024-12-12 17:38:31,182][demucs.solver][INFO] - Valid | Epoch 576 | 18/20 | 2.37 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.100
[2024-12-12 17:38:31,396][demucs.solver][INFO] - Valid | Epoch 576 | 19/20 | 2.43 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.110
[2024-12-12 17:38:31,798][demucs.solver][INFO] - Valid Summary | Epoch 576 | Loss=0.5461 | Reco=0.5461 | Nsdr=1.110 | Best=0.5301 | Bname=main
[2024-12-12 17:38:33,385][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:38:33,385][demucs.solver][INFO] - Training...
[2024-12-12 17:38:41,100][demucs.solver][INFO] - Train | Epoch 577 | 1/14 | 0.33 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 2.8465
[2024-12-12 17:38:41,756][demucs.solver][INFO] - Train | Epoch 577 | 2/14 | 0.45 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 2.6636
[2024-12-12 17:38:42,418][demucs.solver][INFO] - Train | Epoch 577 | 3/14 | 0.54 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.9158
[2024-12-12 17:38:43,074][demucs.solver][INFO] - Train | Epoch 577 | 4/14 | 0.62 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 3.1206
[2024-12-12 17:38:43,745][demucs.solver][INFO] - Train | Epoch 577 | 5/14 | 0.69 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 2.7098
[2024-12-12 17:38:44,402][demucs.solver][INFO] - Train | Epoch 577 | 6/14 | 0.75 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 2.4046
[2024-12-12 17:38:45,058][demucs.solver][INFO] - Train | Epoch 577 | 7/14 | 0.80 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.5146
[2024-12-12 17:38:45,835][demucs.solver][INFO] - Train | Epoch 577 | 8/14 | 0.84 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 2.8061
[2024-12-12 17:38:46,493][demucs.solver][INFO] - Train | Epoch 577 | 9/14 | 0.87 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 2.9276
[2024-12-12 17:38:47,150][demucs.solver][INFO] - Train | Epoch 577 | 10/14 | 0.91 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.8298
[2024-12-12 17:38:47,832][demucs.solver][INFO] - Train | Epoch 577 | 11/14 | 0.94 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.8941
[2024-12-12 17:38:48,515][demucs.solver][INFO] - Train | Epoch 577 | 12/14 | 0.97 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.8570
[2024-12-12 17:38:49,165][demucs.solver][INFO] - Train | Epoch 577 | 13/14 | 0.99 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 2.7219
[2024-12-12 17:38:49,510][demucs.solver][INFO] - Train Summary | Epoch 577 | Loss=0.2461 | Reco=0.2461 | Grad=2.7219
[2024-12-12 17:38:49,510][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:38:49,511][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:38:51,745][demucs.solver][INFO] - Valid | Epoch 577 | 1/20 | 3.48 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.330
[2024-12-12 17:38:51,984][demucs.solver][INFO] - Valid | Epoch 577 | 2/20 | 3.69 it/sec | Loss 0.4452 | Reco 0.4452 | Nsdr 1.086
[2024-12-12 17:38:52,163][demucs.solver][INFO] - Valid | Epoch 577 | 3/20 | 4.03 it/sec | Loss 0.4882 | Reco 0.4882 | Nsdr 1.182
[2024-12-12 17:38:52,344][demucs.solver][INFO] - Valid | Epoch 577 | 4/20 | 4.26 it/sec | Loss 0.5046 | Reco 0.5046 | Nsdr 1.234
[2024-12-12 17:38:52,521][demucs.solver][INFO] - Valid | Epoch 577 | 5/20 | 4.44 it/sec | Loss 0.5250 | Reco 0.5250 | Nsdr 1.236
[2024-12-12 17:38:52,722][demucs.solver][INFO] - Valid | Epoch 577 | 6/20 | 4.51 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.254
[2024-12-12 17:38:52,900][demucs.solver][INFO] - Valid | Epoch 577 | 7/20 | 4.63 it/sec | Loss 0.5297 | Reco 0.5297 | Nsdr 1.277
[2024-12-12 17:38:53,056][demucs.solver][INFO] - Valid | Epoch 577 | 8/20 | 4.77 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.276
[2024-12-12 17:38:53,279][demucs.solver][INFO] - Valid | Epoch 577 | 9/20 | 4.74 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.297
[2024-12-12 17:38:53,433][demucs.solver][INFO] - Valid | Epoch 577 | 10/20 | 4.86 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.276
[2024-12-12 17:38:53,610][demucs.solver][INFO] - Valid | Epoch 577 | 11/20 | 4.92 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.273
[2024-12-12 17:38:53,807][demucs.solver][INFO] - Valid | Epoch 577 | 12/20 | 4.93 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.251
[2024-12-12 17:38:54,003][demucs.solver][INFO] - Valid | Epoch 577 | 13/20 | 4.94 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.253
[2024-12-12 17:38:54,181][demucs.solver][INFO] - Valid | Epoch 577 | 14/20 | 4.98 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.261
[2024-12-12 17:38:54,382][demucs.solver][INFO] - Valid | Epoch 577 | 15/20 | 4.98 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.269
[2024-12-12 17:38:54,598][demucs.solver][INFO] - Valid | Epoch 577 | 16/20 | 4.96 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.276
[2024-12-12 17:38:54,795][demucs.solver][INFO] - Valid | Epoch 577 | 17/20 | 4.97 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.280
[2024-12-12 17:38:54,993][demucs.solver][INFO] - Valid | Epoch 577 | 18/20 | 4.97 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.245
[2024-12-12 17:38:55,188][demucs.solver][INFO] - Valid | Epoch 577 | 19/20 | 4.98 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.258
[2024-12-12 17:38:55,579][demucs.solver][INFO] - Valid Summary | Epoch 577 | Loss=0.5356 | Reco=0.5356 | Nsdr=1.258 | Best=0.5301 | Bname=main
[2024-12-12 17:38:57,200][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:38:57,201][demucs.solver][INFO] - Training...
[2024-12-12 17:39:04,537][demucs.solver][INFO] - Train | Epoch 578 | 1/14 | 0.35 it/sec | Loss 0.2729 | Reco 0.2729 | Grad 2.5069
[2024-12-12 17:39:05,471][demucs.solver][INFO] - Train | Epoch 578 | 2/14 | 0.46 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.2058
[2024-12-12 17:39:06,121][demucs.solver][INFO] - Train | Epoch 578 | 3/14 | 0.55 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.8211
[2024-12-12 17:39:06,771][demucs.solver][INFO] - Train | Epoch 578 | 4/14 | 0.63 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.6574
[2024-12-12 17:39:07,435][demucs.solver][INFO] - Train | Epoch 578 | 5/14 | 0.70 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.0124
[2024-12-12 17:39:08,091][demucs.solver][INFO] - Train | Epoch 578 | 6/14 | 0.76 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.0696
[2024-12-12 17:39:08,743][demucs.solver][INFO] - Train | Epoch 578 | 7/14 | 0.81 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.8891
[2024-12-12 17:39:09,391][demucs.solver][INFO] - Train | Epoch 578 | 8/14 | 0.86 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.1429
[2024-12-12 17:39:10,036][demucs.solver][INFO] - Train | Epoch 578 | 9/14 | 0.90 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 2.1030
[2024-12-12 17:39:10,678][demucs.solver][INFO] - Train | Epoch 578 | 10/14 | 0.93 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.1337
[2024-12-12 17:39:11,317][demucs.solver][INFO] - Train | Epoch 578 | 11/14 | 0.97 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.0487
[2024-12-12 17:39:11,959][demucs.solver][INFO] - Train | Epoch 578 | 12/14 | 1.00 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.2536
[2024-12-12 17:39:12,597][demucs.solver][INFO] - Train | Epoch 578 | 13/14 | 1.02 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.4395
[2024-12-12 17:39:12,957][demucs.solver][INFO] - Train Summary | Epoch 578 | Loss=0.2453 | Reco=0.2453 | Grad=2.4395
[2024-12-12 17:39:12,958][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:39:12,958][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:39:15,066][demucs.solver][INFO] - Valid | Epoch 578 | 1/20 | 3.63 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.292
[2024-12-12 17:39:15,294][demucs.solver][INFO] - Valid | Epoch 578 | 2/20 | 3.85 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.061
[2024-12-12 17:39:15,494][demucs.solver][INFO] - Valid | Epoch 578 | 3/20 | 4.09 it/sec | Loss 0.4913 | Reco 0.4913 | Nsdr 1.151
[2024-12-12 17:39:15,715][demucs.solver][INFO] - Valid | Epoch 578 | 4/20 | 4.17 it/sec | Loss 0.5081 | Reco 0.5081 | Nsdr 1.199
[2024-12-12 17:39:15,911][demucs.solver][INFO] - Valid | Epoch 578 | 5/20 | 4.30 it/sec | Loss 0.5288 | Reco 0.5288 | Nsdr 1.199
[2024-12-12 17:39:16,089][demucs.solver][INFO] - Valid | Epoch 578 | 6/20 | 4.45 it/sec | Loss 0.5127 | Reco 0.5127 | Nsdr 1.217
[2024-12-12 17:39:16,310][demucs.solver][INFO] - Valid | Epoch 578 | 7/20 | 4.46 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.238
[2024-12-12 17:39:16,510][demucs.solver][INFO] - Valid | Epoch 578 | 8/20 | 4.51 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.233
[2024-12-12 17:39:16,729][demucs.solver][INFO] - Valid | Epoch 578 | 9/20 | 4.52 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.254
[2024-12-12 17:39:16,928][demucs.solver][INFO] - Valid | Epoch 578 | 10/20 | 4.56 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.237
[2024-12-12 17:39:17,146][demucs.solver][INFO] - Valid | Epoch 578 | 11/20 | 4.56 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.234
[2024-12-12 17:39:17,363][demucs.solver][INFO] - Valid | Epoch 578 | 12/20 | 4.57 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.213
[2024-12-12 17:39:17,561][demucs.solver][INFO] - Valid | Epoch 578 | 13/20 | 4.60 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.215
[2024-12-12 17:39:17,779][demucs.solver][INFO] - Valid | Epoch 578 | 14/20 | 4.60 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.224
[2024-12-12 17:39:17,938][demucs.solver][INFO] - Valid | Epoch 578 | 15/20 | 4.67 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.232
[2024-12-12 17:39:18,161][demucs.solver][INFO] - Valid | Epoch 578 | 16/20 | 4.66 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.238
[2024-12-12 17:39:18,358][demucs.solver][INFO] - Valid | Epoch 578 | 17/20 | 4.68 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.244
[2024-12-12 17:39:18,553][demucs.solver][INFO] - Valid | Epoch 578 | 18/20 | 4.71 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.211
[2024-12-12 17:39:18,748][demucs.solver][INFO] - Valid | Epoch 578 | 19/20 | 4.73 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.224
[2024-12-12 17:39:19,141][demucs.solver][INFO] - Valid Summary | Epoch 578 | Loss=0.5388 | Reco=0.5388 | Nsdr=1.224 | Best=0.5301 | Bname=main
[2024-12-12 17:39:20,638][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:39:20,639][demucs.solver][INFO] - Training...
[2024-12-12 17:39:29,137][demucs.solver][INFO] - Train | Epoch 579 | 1/14 | 0.29 it/sec | Loss 0.2676 | Reco 0.2676 | Grad 2.0068
[2024-12-12 17:39:29,799][demucs.solver][INFO] - Train | Epoch 579 | 2/14 | 0.40 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.7679
[2024-12-12 17:39:30,461][demucs.solver][INFO] - Train | Epoch 579 | 3/14 | 0.48 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.0889
[2024-12-12 17:39:31,111][demucs.solver][INFO] - Train | Epoch 579 | 4/14 | 0.56 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 2.2197
[2024-12-12 17:39:31,763][demucs.solver][INFO] - Train | Epoch 579 | 5/14 | 0.63 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.2128
[2024-12-12 17:39:32,422][demucs.solver][INFO] - Train | Epoch 579 | 6/14 | 0.69 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.1772
[2024-12-12 17:39:33,079][demucs.solver][INFO] - Train | Epoch 579 | 7/14 | 0.74 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 2.3623
[2024-12-12 17:39:33,735][demucs.solver][INFO] - Train | Epoch 579 | 8/14 | 0.78 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 2.4549
[2024-12-12 17:39:34,387][demucs.solver][INFO] - Train | Epoch 579 | 9/14 | 0.82 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.4349
[2024-12-12 17:39:35,037][demucs.solver][INFO] - Train | Epoch 579 | 10/14 | 0.86 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.3579
[2024-12-12 17:39:35,675][demucs.solver][INFO] - Train | Epoch 579 | 11/14 | 0.89 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.2511
[2024-12-12 17:39:36,315][demucs.solver][INFO] - Train | Epoch 579 | 12/14 | 0.92 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.1110
[2024-12-12 17:39:36,960][demucs.solver][INFO] - Train | Epoch 579 | 13/14 | 0.95 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.1700
[2024-12-12 17:39:37,330][demucs.solver][INFO] - Train Summary | Epoch 579 | Loss=0.2453 | Reco=0.2453 | Grad=2.1700
[2024-12-12 17:39:37,331][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:39:37,331][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:39:39,549][demucs.solver][INFO] - Valid | Epoch 579 | 1/20 | 3.17 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.275
[2024-12-12 17:39:39,735][demucs.solver][INFO] - Valid | Epoch 579 | 2/20 | 3.67 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.043
[2024-12-12 17:39:39,914][demucs.solver][INFO] - Valid | Epoch 579 | 3/20 | 4.02 it/sec | Loss 0.4925 | Reco 0.4925 | Nsdr 1.139
[2024-12-12 17:39:40,071][demucs.solver][INFO] - Valid | Epoch 579 | 4/20 | 4.34 it/sec | Loss 0.5091 | Reco 0.5091 | Nsdr 1.189
[2024-12-12 17:39:40,275][demucs.solver][INFO] - Valid | Epoch 579 | 5/20 | 4.42 it/sec | Loss 0.5296 | Reco 0.5296 | Nsdr 1.187
[2024-12-12 17:39:40,454][demucs.solver][INFO] - Valid | Epoch 579 | 6/20 | 4.56 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.209
[2024-12-12 17:39:40,652][demucs.solver][INFO] - Valid | Epoch 579 | 7/20 | 4.61 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.232
[2024-12-12 17:39:40,871][demucs.solver][INFO] - Valid | Epoch 579 | 8/20 | 4.61 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.230
[2024-12-12 17:39:41,054][demucs.solver][INFO] - Valid | Epoch 579 | 9/20 | 4.68 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.254
[2024-12-12 17:39:41,251][demucs.solver][INFO] - Valid | Epoch 579 | 10/20 | 4.72 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.236
[2024-12-12 17:39:41,446][demucs.solver][INFO] - Valid | Epoch 579 | 11/20 | 4.75 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.234
[2024-12-12 17:39:41,646][demucs.solver][INFO] - Valid | Epoch 579 | 12/20 | 4.77 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.214
[2024-12-12 17:39:41,822][demucs.solver][INFO] - Valid | Epoch 579 | 13/20 | 4.82 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.215
[2024-12-12 17:39:42,037][demucs.solver][INFO] - Valid | Epoch 579 | 14/20 | 4.81 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.224
[2024-12-12 17:39:42,252][demucs.solver][INFO] - Valid | Epoch 579 | 15/20 | 4.80 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.231
[2024-12-12 17:39:42,451][demucs.solver][INFO] - Valid | Epoch 579 | 16/20 | 4.81 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.238
[2024-12-12 17:39:42,627][demucs.solver][INFO] - Valid | Epoch 579 | 17/20 | 4.85 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.241
[2024-12-12 17:39:42,805][demucs.solver][INFO] - Valid | Epoch 579 | 18/20 | 4.89 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.206
[2024-12-12 17:39:42,982][demucs.solver][INFO] - Valid | Epoch 579 | 19/20 | 4.92 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.222
[2024-12-12 17:39:43,362][demucs.solver][INFO] - Valid Summary | Epoch 579 | Loss=0.5387 | Reco=0.5387 | Nsdr=1.222 | Best=0.5301 | Bname=main
[2024-12-12 17:39:44,942][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:39:44,943][demucs.solver][INFO] - Training...
[2024-12-12 17:39:53,656][demucs.solver][INFO] - Train | Epoch 580 | 1/14 | 0.28 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 1.6333
[2024-12-12 17:39:54,346][demucs.solver][INFO] - Train | Epoch 580 | 2/14 | 0.38 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.3050
[2024-12-12 17:39:55,011][demucs.solver][INFO] - Train | Epoch 580 | 3/14 | 0.47 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.0758
[2024-12-12 17:39:55,661][demucs.solver][INFO] - Train | Epoch 580 | 4/14 | 0.55 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 1.2935
[2024-12-12 17:39:56,307][demucs.solver][INFO] - Train | Epoch 580 | 5/14 | 0.61 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.5116
[2024-12-12 17:39:56,956][demucs.solver][INFO] - Train | Epoch 580 | 6/14 | 0.67 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 1.5140
[2024-12-12 17:39:57,609][demucs.solver][INFO] - Train | Epoch 580 | 7/14 | 0.72 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 1.4160
[2024-12-12 17:39:58,258][demucs.solver][INFO] - Train | Epoch 580 | 8/14 | 0.76 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 1.4443
[2024-12-12 17:39:58,904][demucs.solver][INFO] - Train | Epoch 580 | 9/14 | 0.81 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.5837
[2024-12-12 17:39:59,558][demucs.solver][INFO] - Train | Epoch 580 | 10/14 | 0.84 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.7572
[2024-12-12 17:40:00,224][demucs.solver][INFO] - Train | Epoch 580 | 11/14 | 0.87 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.7209
[2024-12-12 17:40:00,889][demucs.solver][INFO] - Train | Epoch 580 | 12/14 | 0.90 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.6099
[2024-12-12 17:40:01,543][demucs.solver][INFO] - Train | Epoch 580 | 13/14 | 0.93 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.7482
[2024-12-12 17:40:01,900][demucs.solver][INFO] - Train Summary | Epoch 580 | Loss=0.2432 | Reco=0.2432 | Grad=1.7482
[2024-12-12 17:40:01,900][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:40:01,900][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:40:04,188][demucs.solver][INFO] - Valid | Epoch 580 | 1/20 | 2.92 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.334
[2024-12-12 17:40:04,410][demucs.solver][INFO] - Valid | Epoch 580 | 2/20 | 3.31 it/sec | Loss 0.4458 | Reco 0.4458 | Nsdr 1.093
[2024-12-12 17:40:04,608][demucs.solver][INFO] - Valid | Epoch 580 | 3/20 | 3.62 it/sec | Loss 0.4891 | Reco 0.4891 | Nsdr 1.177
[2024-12-12 17:40:04,785][demucs.solver][INFO] - Valid | Epoch 580 | 4/20 | 3.90 it/sec | Loss 0.5055 | Reco 0.5055 | Nsdr 1.229
[2024-12-12 17:40:04,980][demucs.solver][INFO] - Valid | Epoch 580 | 5/20 | 4.06 it/sec | Loss 0.5260 | Reco 0.5260 | Nsdr 1.227
[2024-12-12 17:40:05,160][demucs.solver][INFO] - Valid | Epoch 580 | 6/20 | 4.23 it/sec | Loss 0.5101 | Reco 0.5101 | Nsdr 1.247
[2024-12-12 17:40:05,367][demucs.solver][INFO] - Valid | Epoch 580 | 7/20 | 4.30 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 1.268
[2024-12-12 17:40:05,541][demucs.solver][INFO] - Valid | Epoch 580 | 8/20 | 4.42 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.271
[2024-12-12 17:40:05,721][demucs.solver][INFO] - Valid | Epoch 580 | 9/20 | 4.51 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.290
[2024-12-12 17:40:05,879][demucs.solver][INFO] - Valid | Epoch 580 | 10/20 | 4.63 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.272
[2024-12-12 17:40:06,076][demucs.solver][INFO] - Valid | Epoch 580 | 11/20 | 4.66 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.270
[2024-12-12 17:40:06,272][demucs.solver][INFO] - Valid | Epoch 580 | 12/20 | 4.70 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.249
[2024-12-12 17:40:06,492][demucs.solver][INFO] - Valid | Epoch 580 | 13/20 | 4.69 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.253
[2024-12-12 17:40:06,710][demucs.solver][INFO] - Valid | Epoch 580 | 14/20 | 4.68 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.260
[2024-12-12 17:40:06,907][demucs.solver][INFO] - Valid | Epoch 580 | 15/20 | 4.70 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.269
[2024-12-12 17:40:07,122][demucs.solver][INFO] - Valid | Epoch 580 | 16/20 | 4.70 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.276
[2024-12-12 17:40:07,341][demucs.solver][INFO] - Valid | Epoch 580 | 17/20 | 4.69 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.279
[2024-12-12 17:40:07,555][demucs.solver][INFO] - Valid | Epoch 580 | 18/20 | 4.69 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.244
[2024-12-12 17:40:07,732][demucs.solver][INFO] - Valid | Epoch 580 | 19/20 | 4.73 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.256
[2024-12-12 17:40:08,130][demucs.solver][INFO] - Valid Summary | Epoch 580 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.256 | Best=0.5301 | Bname=main
[2024-12-12 17:40:08,131][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:40:08,131][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 17:40:22,023][demucs.evaluate][INFO] - Eval | 1/20 | 0.28 it/sec
[2024-12-12 17:40:25,523][demucs.evaluate][INFO] - Eval | 2/20 | 0.29 it/sec
[2024-12-12 17:40:29,048][demucs.evaluate][INFO] - Eval | 3/20 | 0.28 it/sec
[2024-12-12 17:40:32,579][demucs.evaluate][INFO] - Eval | 4/20 | 0.28 it/sec
[2024-12-12 17:40:36,242][demucs.evaluate][INFO] - Eval | 5/20 | 0.28 it/sec
[2024-12-12 17:40:39,752][demucs.evaluate][INFO] - Eval | 6/20 | 0.28 it/sec
[2024-12-12 17:40:43,199][demucs.evaluate][INFO] - Eval | 7/20 | 0.28 it/sec
[2024-12-12 17:40:46,664][demucs.evaluate][INFO] - Eval | 8/20 | 0.28 it/sec
[2024-12-12 17:40:50,256][demucs.evaluate][INFO] - Eval | 9/20 | 0.28 it/sec
[2024-12-12 17:40:53,741][demucs.evaluate][INFO] - Eval | 10/20 | 0.28 it/sec
[2024-12-12 17:40:57,327][demucs.evaluate][INFO] - Eval | 11/20 | 0.28 it/sec
[2024-12-12 17:41:00,932][demucs.evaluate][INFO] - Eval | 12/20 | 0.28 it/sec
[2024-12-12 17:41:04,428][demucs.evaluate][INFO] - Eval | 13/20 | 0.28 it/sec
[2024-12-12 17:41:08,073][demucs.evaluate][INFO] - Eval | 14/20 | 0.28 it/sec
[2024-12-12 17:41:11,659][demucs.evaluate][INFO] - Eval | 15/20 | 0.28 it/sec
[2024-12-12 17:41:15,257][demucs.evaluate][INFO] - Eval | 16/20 | 0.28 it/sec
[2024-12-12 17:41:18,763][demucs.evaluate][INFO] - Eval | 17/20 | 0.28 it/sec
[2024-12-12 17:41:22,226][demucs.evaluate][INFO] - Eval | 18/20 | 0.28 it/sec
[2024-12-12 17:41:25,717][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 17:41:25,740][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 88.51 it/sec
[2024-12-12 17:41:25,753][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 85.17 it/sec
[2024-12-12 17:41:25,766][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 83.27 it/sec
[2024-12-12 17:41:25,783][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 76.58 it/sec
[2024-12-12 17:41:25,793][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 79.58 it/sec
[2024-12-12 17:41:25,805][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 80.02 it/sec
[2024-12-12 17:41:25,816][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 81.42 it/sec
[2024-12-12 17:41:25,824][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 84.40 it/sec
[2024-12-12 17:41:25,837][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 83.53 it/sec
[2024-12-12 17:41:25,847][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 84.91 it/sec
[2024-12-12 17:41:25,860][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 84.36 it/sec
[2024-12-12 17:41:25,870][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 85.54 it/sec
[2024-12-12 17:41:25,884][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 84.36 it/sec
[2024-12-12 17:41:25,893][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 85.83 it/sec
[2024-12-12 17:41:25,901][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 87.35 it/sec
[2024-12-12 17:41:25,909][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 88.73 it/sec
[2024-12-12 17:41:25,918][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 89.94 it/sec
[2024-12-12 17:41:25,927][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 90.85 it/sec
[2024-12-12 17:41:25,936][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 91.84 it/sec
[2024-12-12 17:41:25,990][demucs.solver][INFO] - Test Summary | Epoch 580 | Nsdr=1.102 | Nsdr_drums=1.108 | Nsdr_bass=1.138 | Nsdr_other=1.077 | Nsdr_vocals=1.085
[2024-12-12 17:41:27,428][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:41:27,428][demucs.solver][INFO] - Training...
[2024-12-12 17:41:31,335][demucs.solver][INFO] - Train | Epoch 581 | 1/14 | 0.88 it/sec | Loss 0.2220 | Reco 0.2220 | Grad 2.5129
[2024-12-12 17:41:36,015][demucs.solver][INFO] - Train | Epoch 581 | 2/14 | 0.43 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.9322
[2024-12-12 17:41:36,671][demucs.solver][INFO] - Train | Epoch 581 | 3/14 | 0.53 it/sec | Loss 0.2318 | Reco 0.2318 | Grad 1.5863
[2024-12-12 17:41:37,356][demucs.solver][INFO] - Train | Epoch 581 | 4/14 | 0.60 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 2.2319
[2024-12-12 17:41:38,008][demucs.solver][INFO] - Train | Epoch 581 | 5/14 | 0.67 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 2.3938
[2024-12-12 17:41:38,660][demucs.solver][INFO] - Train | Epoch 581 | 6/14 | 0.73 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.1586
[2024-12-12 17:41:39,312][demucs.solver][INFO] - Train | Epoch 581 | 7/14 | 0.78 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 1.9717
[2024-12-12 17:41:39,968][demucs.solver][INFO] - Train | Epoch 581 | 8/14 | 0.82 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 2.2666
[2024-12-12 17:41:40,618][demucs.solver][INFO] - Train | Epoch 581 | 9/14 | 0.86 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.2193
[2024-12-12 17:41:41,268][demucs.solver][INFO] - Train | Epoch 581 | 10/14 | 0.90 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.1199
[2024-12-12 17:41:41,917][demucs.solver][INFO] - Train | Epoch 581 | 11/14 | 0.93 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.0939
[2024-12-12 17:41:45,306][demucs.solver][INFO] - Train | Epoch 581 | 12/14 | 0.80 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.9823
[2024-12-12 17:41:45,944][demucs.solver][INFO] - Train | Epoch 581 | 13/14 | 0.83 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.8707
[2024-12-12 17:41:46,266][demucs.solver][INFO] - Train Summary | Epoch 581 | Loss=0.2399 | Reco=0.2399 | Grad=1.8707
[2024-12-12 17:41:46,267][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:41:46,267][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:41:48,524][demucs.solver][INFO] - Valid | Epoch 581 | 1/20 | 2.91 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.432
[2024-12-12 17:41:48,750][demucs.solver][INFO] - Valid | Epoch 581 | 2/20 | 3.28 it/sec | Loss 0.4404 | Reco 0.4404 | Nsdr 1.166
[2024-12-12 17:41:48,950][demucs.solver][INFO] - Valid | Epoch 581 | 3/20 | 3.59 it/sec | Loss 0.4828 | Reco 0.4828 | Nsdr 1.269
[2024-12-12 17:41:49,152][demucs.solver][INFO] - Valid | Epoch 581 | 4/20 | 3.80 it/sec | Loss 0.4988 | Reco 0.4988 | Nsdr 1.322
[2024-12-12 17:41:49,350][demucs.solver][INFO] - Valid | Epoch 581 | 5/20 | 3.96 it/sec | Loss 0.5189 | Reco 0.5189 | Nsdr 1.321
[2024-12-12 17:41:49,562][demucs.solver][INFO] - Valid | Epoch 581 | 6/20 | 4.05 it/sec | Loss 0.5033 | Reco 0.5033 | Nsdr 1.339
[2024-12-12 17:41:49,762][demucs.solver][INFO] - Valid | Epoch 581 | 7/20 | 4.15 it/sec | Loss 0.5233 | Reco 0.5233 | Nsdr 1.366
[2024-12-12 17:41:49,938][demucs.solver][INFO] - Valid | Epoch 581 | 8/20 | 4.28 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.367
[2024-12-12 17:41:50,137][demucs.solver][INFO] - Valid | Epoch 581 | 9/20 | 4.35 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.389
[2024-12-12 17:41:50,354][demucs.solver][INFO] - Valid | Epoch 581 | 10/20 | 4.37 it/sec | Loss 0.5301 | Reco 0.5301 | Nsdr 1.368
[2024-12-12 17:41:50,529][demucs.solver][INFO] - Valid | Epoch 581 | 11/20 | 4.46 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.364
[2024-12-12 17:41:50,726][demucs.solver][INFO] - Valid | Epoch 581 | 12/20 | 4.50 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.340
[2024-12-12 17:41:50,903][demucs.solver][INFO] - Valid | Epoch 581 | 13/20 | 4.56 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.342
[2024-12-12 17:41:51,099][demucs.solver][INFO] - Valid | Epoch 581 | 14/20 | 4.60 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.349
[2024-12-12 17:41:51,295][demucs.solver][INFO] - Valid | Epoch 581 | 15/20 | 4.63 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.359
[2024-12-12 17:41:51,487][demucs.solver][INFO] - Valid | Epoch 581 | 16/20 | 4.66 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.364
[2024-12-12 17:41:51,682][demucs.solver][INFO] - Valid | Epoch 581 | 17/20 | 4.68 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.372
[2024-12-12 17:41:51,876][demucs.solver][INFO] - Valid | Epoch 581 | 18/20 | 4.70 it/sec | Loss 0.5306 | Reco 0.5306 | Nsdr 1.334
[2024-12-12 17:41:52,068][demucs.solver][INFO] - Valid | Epoch 581 | 19/20 | 4.73 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 1.348
[2024-12-12 17:41:52,491][demucs.solver][INFO] - Valid Summary | Epoch 581 | Loss=0.5289 | Reco=0.5289 | Nsdr=1.348 | Best=0.5289 | Bname=main
[2024-12-12 17:41:52,491][demucs.solver][INFO] - New best valid loss 0.5289
[2024-12-12 17:41:54,603][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:41:54,604][demucs.solver][INFO] - Training...
[2024-12-12 17:42:04,314][demucs.solver][INFO] - Train | Epoch 582 | 1/14 | 0.25 it/sec | Loss 0.2645 | Reco 0.2645 | Grad 0.7669
[2024-12-12 17:42:04,965][demucs.solver][INFO] - Train | Epoch 582 | 2/14 | 0.35 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 0.8206
[2024-12-12 17:42:05,620][demucs.solver][INFO] - Train | Epoch 582 | 3/14 | 0.43 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.6818
[2024-12-12 17:42:06,269][demucs.solver][INFO] - Train | Epoch 582 | 4/14 | 0.50 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 0.9050
[2024-12-12 17:42:06,910][demucs.solver][INFO] - Train | Epoch 582 | 5/14 | 0.57 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 0.8711
[2024-12-12 17:42:07,549][demucs.solver][INFO] - Train | Epoch 582 | 6/14 | 0.62 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.2096
[2024-12-12 17:42:08,192][demucs.solver][INFO] - Train | Epoch 582 | 7/14 | 0.67 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.1602
[2024-12-12 17:42:08,831][demucs.solver][INFO] - Train | Epoch 582 | 8/14 | 0.72 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.2009
[2024-12-12 17:42:09,470][demucs.solver][INFO] - Train | Epoch 582 | 9/14 | 0.76 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 1.1518
[2024-12-12 17:42:10,108][demucs.solver][INFO] - Train | Epoch 582 | 10/14 | 0.80 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.2218
[2024-12-12 17:42:10,746][demucs.solver][INFO] - Train | Epoch 582 | 11/14 | 0.83 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.2351
[2024-12-12 17:42:11,386][demucs.solver][INFO] - Train | Epoch 582 | 12/14 | 0.86 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.1568
[2024-12-12 17:42:12,025][demucs.solver][INFO] - Train | Epoch 582 | 13/14 | 0.89 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 1.1033
[2024-12-12 17:42:12,344][demucs.solver][INFO] - Train Summary | Epoch 582 | Loss=0.2449 | Reco=0.2449 | Grad=1.1033
[2024-12-12 17:42:12,344][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:42:12,344][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:42:14,836][demucs.solver][INFO] - Valid | Epoch 582 | 1/20 | 2.27 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.348
[2024-12-12 17:42:15,231][demucs.solver][INFO] - Valid | Epoch 582 | 2/20 | 2.35 it/sec | Loss 0.4453 | Reco 0.4453 | Nsdr 1.105
[2024-12-12 17:42:15,672][demucs.solver][INFO] - Valid | Epoch 582 | 3/20 | 2.33 it/sec | Loss 0.4886 | Reco 0.4886 | Nsdr 1.200
[2024-12-12 17:42:15,898][demucs.solver][INFO] - Valid | Epoch 582 | 4/20 | 2.57 it/sec | Loss 0.5053 | Reco 0.5053 | Nsdr 1.245
[2024-12-12 17:42:16,335][demucs.solver][INFO] - Valid | Epoch 582 | 5/20 | 2.52 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.241
[2024-12-12 17:42:16,808][demucs.solver][INFO] - Valid | Epoch 582 | 6/20 | 2.45 it/sec | Loss 0.5102 | Reco 0.5102 | Nsdr 1.258
[2024-12-12 17:42:17,132][demucs.solver][INFO] - Valid | Epoch 582 | 7/20 | 2.52 it/sec | Loss 0.5308 | Reco 0.5308 | Nsdr 1.279
[2024-12-12 17:42:17,575][demucs.solver][INFO] - Valid | Epoch 582 | 8/20 | 2.49 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.279
[2024-12-12 17:42:17,908][demucs.solver][INFO] - Valid | Epoch 582 | 9/20 | 2.53 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.299
[2024-12-12 17:42:18,249][demucs.solver][INFO] - Valid | Epoch 582 | 10/20 | 2.56 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.282
[2024-12-12 17:42:18,635][demucs.solver][INFO] - Valid | Epoch 582 | 11/20 | 2.56 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.278
[2024-12-12 17:42:18,927][demucs.solver][INFO] - Valid | Epoch 582 | 12/20 | 2.61 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.255
[2024-12-12 17:42:19,132][demucs.solver][INFO] - Valid | Epoch 582 | 13/20 | 2.70 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.255
[2024-12-12 17:42:19,333][demucs.solver][INFO] - Valid | Epoch 582 | 14/20 | 2.79 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.263
[2024-12-12 17:42:19,554][demucs.solver][INFO] - Valid | Epoch 582 | 15/20 | 2.86 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.272
[2024-12-12 17:42:19,729][demucs.solver][INFO] - Valid | Epoch 582 | 16/20 | 2.94 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.278
[2024-12-12 17:42:19,908][demucs.solver][INFO] - Valid | Epoch 582 | 17/20 | 3.02 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.286
[2024-12-12 17:42:20,103][demucs.solver][INFO] - Valid | Epoch 582 | 18/20 | 3.09 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.252
[2024-12-12 17:42:20,280][demucs.solver][INFO] - Valid | Epoch 582 | 19/20 | 3.16 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.265
[2024-12-12 17:42:20,691][demucs.solver][INFO] - Valid Summary | Epoch 582 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.265 | Best=0.5289 | Bname=main
[2024-12-12 17:42:22,186][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:42:22,186][demucs.solver][INFO] - Training...
[2024-12-12 17:42:33,708][demucs.solver][INFO] - Train | Epoch 583 | 1/14 | 0.20 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.8835
[2024-12-12 17:42:34,359][demucs.solver][INFO] - Train | Epoch 583 | 2/14 | 0.29 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 1.5830
[2024-12-12 17:42:35,011][demucs.solver][INFO] - Train | Epoch 583 | 3/14 | 0.36 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.8969
[2024-12-12 17:42:35,664][demucs.solver][INFO] - Train | Epoch 583 | 4/14 | 0.42 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.2365
[2024-12-12 17:42:36,318][demucs.solver][INFO] - Train | Epoch 583 | 5/14 | 0.48 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.9601
[2024-12-12 17:42:36,973][demucs.solver][INFO] - Train | Epoch 583 | 6/14 | 0.53 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.8470
[2024-12-12 17:42:37,626][demucs.solver][INFO] - Train | Epoch 583 | 7/14 | 0.58 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.9326
[2024-12-12 17:42:38,273][demucs.solver][INFO] - Train | Epoch 583 | 8/14 | 0.63 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 1.7672
[2024-12-12 17:42:38,918][demucs.solver][INFO] - Train | Epoch 583 | 9/14 | 0.67 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.6323
[2024-12-12 17:42:39,562][demucs.solver][INFO] - Train | Epoch 583 | 10/14 | 0.70 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.5378
[2024-12-12 17:42:40,201][demucs.solver][INFO] - Train | Epoch 583 | 11/14 | 0.74 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.6402
[2024-12-12 17:42:40,840][demucs.solver][INFO] - Train | Epoch 583 | 12/14 | 0.77 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.6787
[2024-12-12 17:42:41,478][demucs.solver][INFO] - Train | Epoch 583 | 13/14 | 0.80 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.7003
[2024-12-12 17:42:41,797][demucs.solver][INFO] - Train Summary | Epoch 583 | Loss=0.2417 | Reco=0.2417 | Grad=1.7003
[2024-12-12 17:42:41,798][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:42:41,798][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:42:44,016][demucs.solver][INFO] - Valid | Epoch 583 | 1/20 | 3.60 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.312
[2024-12-12 17:42:44,309][demucs.solver][INFO] - Valid | Epoch 583 | 2/20 | 3.53 it/sec | Loss 0.4468 | Reco 0.4468 | Nsdr 1.083
[2024-12-12 17:42:44,589][demucs.solver][INFO] - Valid | Epoch 583 | 3/20 | 3.54 it/sec | Loss 0.4907 | Reco 0.4907 | Nsdr 1.163
[2024-12-12 17:42:44,844][demucs.solver][INFO] - Valid | Epoch 583 | 4/20 | 3.61 it/sec | Loss 0.5079 | Reco 0.5079 | Nsdr 1.205
[2024-12-12 17:42:45,032][demucs.solver][INFO] - Valid | Epoch 583 | 5/20 | 3.82 it/sec | Loss 0.5290 | Reco 0.5290 | Nsdr 1.202
[2024-12-12 17:42:45,327][demucs.solver][INFO] - Valid | Epoch 583 | 6/20 | 3.75 it/sec | Loss 0.5131 | Reco 0.5131 | Nsdr 1.218
[2024-12-12 17:42:45,611][demucs.solver][INFO] - Valid | Epoch 583 | 7/20 | 3.72 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.236
[2024-12-12 17:42:45,814][demucs.solver][INFO] - Valid | Epoch 583 | 8/20 | 3.82 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.235
[2024-12-12 17:42:46,104][demucs.solver][INFO] - Valid | Epoch 583 | 9/20 | 3.78 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.254
[2024-12-12 17:42:46,617][demucs.solver][INFO] - Valid | Epoch 583 | 10/20 | 3.48 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.237
[2024-12-12 17:42:46,950][demucs.solver][INFO] - Valid | Epoch 583 | 11/20 | 3.44 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.234
[2024-12-12 17:42:47,502][demucs.solver][INFO] - Valid | Epoch 583 | 12/20 | 3.22 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.212
[2024-12-12 17:42:48,346][demucs.solver][INFO] - Valid | Epoch 583 | 13/20 | 2.86 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.215
[2024-12-12 17:42:49,160][demucs.solver][INFO] - Valid | Epoch 583 | 14/20 | 2.63 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.222
[2024-12-12 17:42:49,977][demucs.solver][INFO] - Valid | Epoch 583 | 15/20 | 2.46 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.228
[2024-12-12 17:42:50,769][demucs.solver][INFO] - Valid | Epoch 583 | 16/20 | 2.33 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.234
[2024-12-12 17:42:51,598][demucs.solver][INFO] - Valid | Epoch 583 | 17/20 | 2.21 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.242
[2024-12-12 17:42:52,125][demucs.solver][INFO] - Valid | Epoch 583 | 18/20 | 2.19 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.210
[2024-12-12 17:42:52,478][demucs.solver][INFO] - Valid | Epoch 583 | 19/20 | 2.22 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.223
[2024-12-12 17:42:52,913][demucs.solver][INFO] - Valid Summary | Epoch 583 | Loss=0.5391 | Reco=0.5391 | Nsdr=1.223 | Best=0.5289 | Bname=main
[2024-12-12 17:42:54,369][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:42:54,369][demucs.solver][INFO] - Training...
[2024-12-12 17:43:04,946][demucs.solver][INFO] - Train | Epoch 584 | 1/14 | 0.22 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.7706
[2024-12-12 17:43:05,821][demucs.solver][INFO] - Train | Epoch 584 | 2/14 | 0.31 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.0423
[2024-12-12 17:43:06,510][demucs.solver][INFO] - Train | Epoch 584 | 3/14 | 0.38 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.9538
[2024-12-12 17:43:07,215][demucs.solver][INFO] - Train | Epoch 584 | 4/14 | 0.45 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 1.6315
[2024-12-12 17:43:07,936][demucs.solver][INFO] - Train | Epoch 584 | 5/14 | 0.50 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.0640
[2024-12-12 17:43:08,580][demucs.solver][INFO] - Train | Epoch 584 | 6/14 | 0.56 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 2.3920
[2024-12-12 17:43:09,224][demucs.solver][INFO] - Train | Epoch 584 | 7/14 | 0.61 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 2.2249
[2024-12-12 17:43:09,868][demucs.solver][INFO] - Train | Epoch 584 | 8/14 | 0.65 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.1088
[2024-12-12 17:43:10,615][demucs.solver][INFO] - Train | Epoch 584 | 9/14 | 0.69 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 2.3043
[2024-12-12 17:43:11,259][demucs.solver][INFO] - Train | Epoch 584 | 10/14 | 0.72 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.4707
[2024-12-12 17:43:11,902][demucs.solver][INFO] - Train | Epoch 584 | 11/14 | 0.76 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.3336
[2024-12-12 17:43:12,538][demucs.solver][INFO] - Train | Epoch 584 | 12/14 | 0.79 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 2.3826
[2024-12-12 17:43:13,175][demucs.solver][INFO] - Train | Epoch 584 | 13/14 | 0.82 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.3706
[2024-12-12 17:43:13,560][demucs.solver][INFO] - Train Summary | Epoch 584 | Loss=0.2483 | Reco=0.2483 | Grad=2.3706
[2024-12-12 17:43:13,561][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:43:13,561][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:43:15,785][demucs.solver][INFO] - Valid | Epoch 584 | 1/20 | 3.36 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.268
[2024-12-12 17:43:15,988][demucs.solver][INFO] - Valid | Epoch 584 | 2/20 | 3.75 it/sec | Loss 0.4494 | Reco 0.4494 | Nsdr 1.039
[2024-12-12 17:43:16,168][demucs.solver][INFO] - Valid | Epoch 584 | 3/20 | 4.09 it/sec | Loss 0.4931 | Reco 0.4931 | Nsdr 1.134
[2024-12-12 17:43:16,370][demucs.solver][INFO] - Valid | Epoch 584 | 4/20 | 4.24 it/sec | Loss 0.5101 | Reco 0.5101 | Nsdr 1.180
[2024-12-12 17:43:16,566][demucs.solver][INFO] - Valid | Epoch 584 | 5/20 | 4.36 it/sec | Loss 0.5312 | Reco 0.5312 | Nsdr 1.172
[2024-12-12 17:43:16,762][demucs.solver][INFO] - Valid | Epoch 584 | 6/20 | 4.45 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.190
[2024-12-12 17:43:16,956][demucs.solver][INFO] - Valid | Epoch 584 | 7/20 | 4.53 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.212
[2024-12-12 17:43:17,159][demucs.solver][INFO] - Valid | Epoch 584 | 8/20 | 4.57 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.205
[2024-12-12 17:43:17,318][demucs.solver][INFO] - Valid | Epoch 584 | 9/20 | 4.70 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.226
[2024-12-12 17:43:17,495][demucs.solver][INFO] - Valid | Epoch 584 | 10/20 | 4.77 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.209
[2024-12-12 17:43:17,690][demucs.solver][INFO] - Valid | Epoch 584 | 11/20 | 4.80 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.207
[2024-12-12 17:43:17,886][demucs.solver][INFO] - Valid | Epoch 584 | 12/20 | 4.82 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.187
[2024-12-12 17:43:18,118][demucs.solver][INFO] - Valid | Epoch 584 | 13/20 | 4.78 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.187
[2024-12-12 17:43:18,313][demucs.solver][INFO] - Valid | Epoch 584 | 14/20 | 4.80 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.195
[2024-12-12 17:43:18,529][demucs.solver][INFO] - Valid | Epoch 584 | 15/20 | 4.79 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.203
[2024-12-12 17:43:18,746][demucs.solver][INFO] - Valid | Epoch 584 | 16/20 | 4.78 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.209
[2024-12-12 17:43:18,946][demucs.solver][INFO] - Valid | Epoch 584 | 17/20 | 4.79 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.217
[2024-12-12 17:43:19,162][demucs.solver][INFO] - Valid | Epoch 584 | 18/20 | 4.78 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.184
[2024-12-12 17:43:19,340][demucs.solver][INFO] - Valid | Epoch 584 | 19/20 | 4.82 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.198
[2024-12-12 17:43:19,726][demucs.solver][INFO] - Valid Summary | Epoch 584 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.198 | Best=0.5289 | Bname=main
[2024-12-12 17:43:21,173][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:43:21,174][demucs.solver][INFO] - Training...
[2024-12-12 17:43:31,582][demucs.solver][INFO] - Train | Epoch 585 | 1/14 | 0.23 it/sec | Loss 0.2224 | Reco 0.2224 | Grad 2.3539
[2024-12-12 17:43:32,230][demucs.solver][INFO] - Train | Epoch 585 | 2/14 | 0.32 it/sec | Loss 0.2213 | Reco 0.2213 | Grad 1.9002
[2024-12-12 17:43:32,886][demucs.solver][INFO] - Train | Epoch 585 | 3/14 | 0.40 it/sec | Loss 0.2200 | Reco 0.2200 | Grad 1.6556
[2024-12-12 17:43:33,537][demucs.solver][INFO] - Train | Epoch 585 | 4/14 | 0.47 it/sec | Loss 0.2267 | Reco 0.2267 | Grad 1.7893
[2024-12-12 17:43:34,182][demucs.solver][INFO] - Train | Epoch 585 | 5/14 | 0.54 it/sec | Loss 0.2348 | Reco 0.2348 | Grad 2.2222
[2024-12-12 17:43:34,827][demucs.solver][INFO] - Train | Epoch 585 | 6/14 | 0.59 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 2.0981
[2024-12-12 17:43:35,470][demucs.solver][INFO] - Train | Epoch 585 | 7/14 | 0.64 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 1.9935
[2024-12-12 17:43:36,116][demucs.solver][INFO] - Train | Epoch 585 | 8/14 | 0.69 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.9257
[2024-12-12 17:43:36,755][demucs.solver][INFO] - Train | Epoch 585 | 9/14 | 0.73 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 2.0815
[2024-12-12 17:43:37,396][demucs.solver][INFO] - Train | Epoch 585 | 10/14 | 0.76 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 2.1060
[2024-12-12 17:43:38,041][demucs.solver][INFO] - Train | Epoch 585 | 11/14 | 0.80 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 2.0528
[2024-12-12 17:43:38,682][demucs.solver][INFO] - Train | Epoch 585 | 12/14 | 0.83 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.9462
[2024-12-12 17:43:39,323][demucs.solver][INFO] - Train | Epoch 585 | 13/14 | 0.86 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.9555
[2024-12-12 17:43:39,659][demucs.solver][INFO] - Train Summary | Epoch 585 | Loss=0.2409 | Reco=0.2409 | Grad=1.9555
[2024-12-12 17:43:39,659][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:43:39,659][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:43:42,563][demucs.solver][INFO] - Valid | Epoch 585 | 1/20 | 1.58 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.239
[2024-12-12 17:43:42,721][demucs.solver][INFO] - Valid | Epoch 585 | 2/20 | 2.11 it/sec | Loss 0.4509 | Reco 0.4509 | Nsdr 1.018
[2024-12-12 17:43:42,901][demucs.solver][INFO] - Valid | Epoch 585 | 3/20 | 2.50 it/sec | Loss 0.4950 | Reco 0.4950 | Nsdr 1.102
[2024-12-12 17:43:43,108][demucs.solver][INFO] - Valid | Epoch 585 | 4/20 | 2.77 it/sec | Loss 0.5123 | Reco 0.5123 | Nsdr 1.144
[2024-12-12 17:43:43,325][demucs.solver][INFO] - Valid | Epoch 585 | 5/20 | 2.96 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.133
[2024-12-12 17:43:43,521][demucs.solver][INFO] - Valid | Epoch 585 | 6/20 | 3.15 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.152
[2024-12-12 17:43:43,718][demucs.solver][INFO] - Valid | Epoch 585 | 7/20 | 3.31 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.171
[2024-12-12 17:43:43,916][demucs.solver][INFO] - Valid | Epoch 585 | 8/20 | 3.44 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.164
[2024-12-12 17:43:44,095][demucs.solver][INFO] - Valid | Epoch 585 | 9/20 | 3.58 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.184
[2024-12-12 17:43:44,311][demucs.solver][INFO] - Valid | Epoch 585 | 10/20 | 3.65 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.169
[2024-12-12 17:43:44,466][demucs.solver][INFO] - Valid | Epoch 585 | 11/20 | 3.79 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.167
[2024-12-12 17:43:44,663][demucs.solver][INFO] - Valid | Epoch 585 | 12/20 | 3.87 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.148
[2024-12-12 17:43:44,877][demucs.solver][INFO] - Valid | Epoch 585 | 13/20 | 3.91 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.151
[2024-12-12 17:43:45,071][demucs.solver][INFO] - Valid | Epoch 585 | 14/20 | 3.98 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.158
[2024-12-12 17:43:45,248][demucs.solver][INFO] - Valid | Epoch 585 | 15/20 | 4.05 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.165
[2024-12-12 17:43:45,441][demucs.solver][INFO] - Valid | Epoch 585 | 16/20 | 4.10 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.172
[2024-12-12 17:43:45,598][demucs.solver][INFO] - Valid | Epoch 585 | 17/20 | 4.19 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.180
[2024-12-12 17:43:45,788][demucs.solver][INFO] - Valid | Epoch 585 | 18/20 | 4.23 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.149
[2024-12-12 17:43:45,976][demucs.solver][INFO] - Valid | Epoch 585 | 19/20 | 4.28 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.163
[2024-12-12 17:43:46,357][demucs.solver][INFO] - Valid Summary | Epoch 585 | Loss=0.5433 | Reco=0.5433 | Nsdr=1.163 | Best=0.5289 | Bname=main
[2024-12-12 17:43:47,751][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:43:47,752][demucs.solver][INFO] - Training...
[2024-12-12 17:43:55,538][demucs.solver][INFO] - Train | Epoch 586 | 1/14 | 0.33 it/sec | Loss 0.2286 | Reco 0.2286 | Grad 2.9393
[2024-12-12 17:43:56,814][demucs.solver][INFO] - Train | Epoch 586 | 2/14 | 0.41 it/sec | Loss 0.2270 | Reco 0.2270 | Grad 2.0489
[2024-12-12 17:43:57,485][demucs.solver][INFO] - Train | Epoch 586 | 3/14 | 0.50 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 2.4366
[2024-12-12 17:43:58,809][demucs.solver][INFO] - Train | Epoch 586 | 4/14 | 0.53 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 2.3729
[2024-12-12 17:43:59,450][demucs.solver][INFO] - Train | Epoch 586 | 5/14 | 0.60 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 2.3075
[2024-12-12 17:44:00,089][demucs.solver][INFO] - Train | Epoch 586 | 6/14 | 0.66 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 2.0689
[2024-12-12 17:44:00,729][demucs.solver][INFO] - Train | Epoch 586 | 7/14 | 0.71 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.1094
[2024-12-12 17:44:01,364][demucs.solver][INFO] - Train | Epoch 586 | 8/14 | 0.75 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.8979
[2024-12-12 17:44:01,998][demucs.solver][INFO] - Train | Epoch 586 | 9/14 | 0.80 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.9070
[2024-12-12 17:44:02,633][demucs.solver][INFO] - Train | Epoch 586 | 10/14 | 0.83 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.9010
[2024-12-12 17:44:03,271][demucs.solver][INFO] - Train | Epoch 586 | 11/14 | 0.87 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.8622
[2024-12-12 17:44:03,915][demucs.solver][INFO] - Train | Epoch 586 | 12/14 | 0.90 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.0536
[2024-12-12 17:44:04,556][demucs.solver][INFO] - Train | Epoch 586 | 13/14 | 0.93 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 1.9434
[2024-12-12 17:44:04,887][demucs.solver][INFO] - Train Summary | Epoch 586 | Loss=0.2437 | Reco=0.2437 | Grad=1.9434
[2024-12-12 17:44:04,887][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:44:04,887][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:44:07,263][demucs.solver][INFO] - Valid | Epoch 586 | 1/20 | 3.16 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.320
[2024-12-12 17:44:07,464][demucs.solver][INFO] - Valid | Epoch 586 | 2/20 | 3.60 it/sec | Loss 0.4457 | Reco 0.4457 | Nsdr 1.082
[2024-12-12 17:44:07,641][demucs.solver][INFO] - Valid | Epoch 586 | 3/20 | 3.96 it/sec | Loss 0.4892 | Reco 0.4892 | Nsdr 1.167
[2024-12-12 17:44:07,848][demucs.solver][INFO] - Valid | Epoch 586 | 4/20 | 4.11 it/sec | Loss 0.5059 | Reco 0.5059 | Nsdr 1.214
[2024-12-12 17:44:08,047][demucs.solver][INFO] - Valid | Epoch 586 | 5/20 | 4.23 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.215
[2024-12-12 17:44:08,251][demucs.solver][INFO] - Valid | Epoch 586 | 6/20 | 4.32 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.231
[2024-12-12 17:44:08,486][demucs.solver][INFO] - Valid | Epoch 586 | 7/20 | 4.31 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.252
[2024-12-12 17:44:08,703][demucs.solver][INFO] - Valid | Epoch 586 | 8/20 | 4.34 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.250
[2024-12-12 17:44:08,903][demucs.solver][INFO] - Valid | Epoch 586 | 9/20 | 4.40 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.270
[2024-12-12 17:44:09,119][demucs.solver][INFO] - Valid | Epoch 586 | 10/20 | 4.42 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.253
[2024-12-12 17:44:09,297][demucs.solver][INFO] - Valid | Epoch 586 | 11/20 | 4.50 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.250
[2024-12-12 17:44:09,491][demucs.solver][INFO] - Valid | Epoch 586 | 12/20 | 4.54 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.227
[2024-12-12 17:44:09,691][demucs.solver][INFO] - Valid | Epoch 586 | 13/20 | 4.57 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.228
[2024-12-12 17:44:09,905][demucs.solver][INFO] - Valid | Epoch 586 | 14/20 | 4.58 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.236
[2024-12-12 17:44:10,117][demucs.solver][INFO] - Valid | Epoch 586 | 15/20 | 4.59 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.244
[2024-12-12 17:44:10,315][demucs.solver][INFO] - Valid | Epoch 586 | 16/20 | 4.61 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.251
[2024-12-12 17:44:10,529][demucs.solver][INFO] - Valid | Epoch 586 | 17/20 | 4.62 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.258
[2024-12-12 17:44:10,741][demucs.solver][INFO] - Valid | Epoch 586 | 18/20 | 4.62 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.224
[2024-12-12 17:44:10,961][demucs.solver][INFO] - Valid | Epoch 586 | 19/20 | 4.62 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.237
[2024-12-12 17:44:11,374][demucs.solver][INFO] - Valid Summary | Epoch 586 | Loss=0.5369 | Reco=0.5369 | Nsdr=1.237 | Best=0.5289 | Bname=main
[2024-12-12 17:44:12,895][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:44:12,895][demucs.solver][INFO] - Training...
[2024-12-12 17:44:22,338][demucs.solver][INFO] - Train | Epoch 587 | 1/14 | 0.25 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 0.7394
[2024-12-12 17:44:22,991][demucs.solver][INFO] - Train | Epoch 587 | 2/14 | 0.35 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 1.0781
[2024-12-12 17:44:23,653][demucs.solver][INFO] - Train | Epoch 587 | 3/14 | 0.44 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.1627
[2024-12-12 17:44:24,304][demucs.solver][INFO] - Train | Epoch 587 | 4/14 | 0.51 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 1.1658
[2024-12-12 17:44:24,955][demucs.solver][INFO] - Train | Epoch 587 | 5/14 | 0.57 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.2858
[2024-12-12 17:44:25,611][demucs.solver][INFO] - Train | Epoch 587 | 6/14 | 0.63 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.4083
[2024-12-12 17:44:26,434][demucs.solver][INFO] - Train | Epoch 587 | 7/14 | 0.67 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 1.7643
[2024-12-12 17:44:27,242][demucs.solver][INFO] - Train | Epoch 587 | 8/14 | 0.71 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 1.9105
[2024-12-12 17:44:27,890][demucs.solver][INFO] - Train | Epoch 587 | 9/14 | 0.75 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 2.0145
[2024-12-12 17:44:28,538][demucs.solver][INFO] - Train | Epoch 587 | 10/14 | 0.78 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.0889
[2024-12-12 17:44:29,183][demucs.solver][INFO] - Train | Epoch 587 | 11/14 | 0.82 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.0461
[2024-12-12 17:44:29,820][demucs.solver][INFO] - Train | Epoch 587 | 12/14 | 0.85 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.9342
[2024-12-12 17:44:30,455][demucs.solver][INFO] - Train | Epoch 587 | 13/14 | 0.88 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.8899
[2024-12-12 17:44:30,781][demucs.solver][INFO] - Train Summary | Epoch 587 | Loss=0.2456 | Reco=0.2456 | Grad=1.8899
[2024-12-12 17:44:30,781][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:44:30,781][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:44:33,051][demucs.solver][INFO] - Valid | Epoch 587 | 1/20 | 3.54 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.338
[2024-12-12 17:44:33,269][demucs.solver][INFO] - Valid | Epoch 587 | 2/20 | 3.83 it/sec | Loss 0.4445 | Reco 0.4445 | Nsdr 1.097
[2024-12-12 17:44:33,503][demucs.solver][INFO] - Valid | Epoch 587 | 3/20 | 3.93 it/sec | Loss 0.4878 | Reco 0.4878 | Nsdr 1.183
[2024-12-12 17:44:33,716][demucs.solver][INFO] - Valid | Epoch 587 | 4/20 | 4.06 it/sec | Loss 0.5043 | Reco 0.5043 | Nsdr 1.227
[2024-12-12 17:44:33,930][demucs.solver][INFO] - Valid | Epoch 587 | 5/20 | 4.15 it/sec | Loss 0.5247 | Reco 0.5247 | Nsdr 1.231
[2024-12-12 17:44:34,163][demucs.solver][INFO] - Valid | Epoch 587 | 6/20 | 4.17 it/sec | Loss 0.5091 | Reco 0.5091 | Nsdr 1.248
[2024-12-12 17:44:34,372][demucs.solver][INFO] - Valid | Epoch 587 | 7/20 | 4.24 it/sec | Loss 0.5296 | Reco 0.5296 | Nsdr 1.268
[2024-12-12 17:44:34,569][demucs.solver][INFO] - Valid | Epoch 587 | 8/20 | 4.32 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.266
[2024-12-12 17:44:34,771][demucs.solver][INFO] - Valid | Epoch 587 | 9/20 | 4.37 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.286
[2024-12-12 17:44:35,008][demucs.solver][INFO] - Valid | Epoch 587 | 10/20 | 4.36 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.268
[2024-12-12 17:44:35,164][demucs.solver][INFO] - Valid | Epoch 587 | 11/20 | 4.48 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.265
[2024-12-12 17:44:35,388][demucs.solver][INFO] - Valid | Epoch 587 | 12/20 | 4.48 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.242
[2024-12-12 17:44:35,544][demucs.solver][INFO] - Valid | Epoch 587 | 13/20 | 4.58 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.243
[2024-12-12 17:44:35,763][demucs.solver][INFO] - Valid | Epoch 587 | 14/20 | 4.58 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.251
[2024-12-12 17:44:35,938][demucs.solver][INFO] - Valid | Epoch 587 | 15/20 | 4.63 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.259
[2024-12-12 17:44:36,135][demucs.solver][INFO] - Valid | Epoch 587 | 16/20 | 4.66 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.265
[2024-12-12 17:44:36,330][demucs.solver][INFO] - Valid | Epoch 587 | 17/20 | 4.68 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.272
[2024-12-12 17:44:36,528][demucs.solver][INFO] - Valid | Epoch 587 | 18/20 | 4.70 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.237
[2024-12-12 17:44:36,741][demucs.solver][INFO] - Valid | Epoch 587 | 19/20 | 4.70 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.249
[2024-12-12 17:44:37,159][demucs.solver][INFO] - Valid Summary | Epoch 587 | Loss=0.5360 | Reco=0.5360 | Nsdr=1.249 | Best=0.5289 | Bname=main
[2024-12-12 17:44:38,588][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:44:38,588][demucs.solver][INFO] - Training...
[2024-12-12 17:44:46,950][demucs.solver][INFO] - Train | Epoch 588 | 1/14 | 0.30 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 3.7551
[2024-12-12 17:44:48,573][demucs.solver][INFO] - Train | Epoch 588 | 2/14 | 0.36 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 2.6101
[2024-12-12 17:44:49,225][demucs.solver][INFO] - Train | Epoch 588 | 3/14 | 0.45 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 2.2258
[2024-12-12 17:44:49,875][demucs.solver][INFO] - Train | Epoch 588 | 4/14 | 0.52 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 2.5276
[2024-12-12 17:44:50,525][demucs.solver][INFO] - Train | Epoch 588 | 5/14 | 0.58 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.7130
[2024-12-12 17:44:51,173][demucs.solver][INFO] - Train | Epoch 588 | 6/14 | 0.64 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 2.5059
[2024-12-12 17:44:51,833][demucs.solver][INFO] - Train | Epoch 588 | 7/14 | 0.69 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.4409
[2024-12-12 17:44:52,481][demucs.solver][INFO] - Train | Epoch 588 | 8/14 | 0.74 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.6451
[2024-12-12 17:44:53,128][demucs.solver][INFO] - Train | Epoch 588 | 9/14 | 0.78 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.5644
[2024-12-12 17:44:53,768][demucs.solver][INFO] - Train | Epoch 588 | 10/14 | 0.81 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.5836
[2024-12-12 17:44:54,408][demucs.solver][INFO] - Train | Epoch 588 | 11/14 | 0.85 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.4040
[2024-12-12 17:44:55,046][demucs.solver][INFO] - Train | Epoch 588 | 12/14 | 0.88 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 2.5685
[2024-12-12 17:44:55,683][demucs.solver][INFO] - Train | Epoch 588 | 13/14 | 0.91 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.4962
[2024-12-12 17:44:56,003][demucs.solver][INFO] - Train Summary | Epoch 588 | Loss=0.2438 | Reco=0.2438 | Grad=2.4962
[2024-12-12 17:44:56,004][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:44:56,004][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:44:58,301][demucs.solver][INFO] - Valid | Epoch 588 | 1/20 | 3.03 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.250
[2024-12-12 17:44:58,611][demucs.solver][INFO] - Valid | Epoch 588 | 2/20 | 3.10 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.024
[2024-12-12 17:44:58,766][demucs.solver][INFO] - Valid | Epoch 588 | 3/20 | 3.56 it/sec | Loss 0.4935 | Reco 0.4935 | Nsdr 1.112
[2024-12-12 17:44:58,986][demucs.solver][INFO] - Valid | Epoch 588 | 4/20 | 3.72 it/sec | Loss 0.5104 | Reco 0.5104 | Nsdr 1.159
[2024-12-12 17:44:59,185][demucs.solver][INFO] - Valid | Epoch 588 | 5/20 | 3.89 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.159
[2024-12-12 17:44:59,383][demucs.solver][INFO] - Valid | Epoch 588 | 6/20 | 4.02 it/sec | Loss 0.5152 | Reco 0.5152 | Nsdr 1.178
[2024-12-12 17:44:59,581][demucs.solver][INFO] - Valid | Epoch 588 | 7/20 | 4.13 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.199
[2024-12-12 17:44:59,776][demucs.solver][INFO] - Valid | Epoch 588 | 8/20 | 4.22 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.198
[2024-12-12 17:44:59,978][demucs.solver][INFO] - Valid | Epoch 588 | 9/20 | 4.28 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.219
[2024-12-12 17:45:00,156][demucs.solver][INFO] - Valid | Epoch 588 | 10/20 | 4.37 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.202
[2024-12-12 17:45:00,371][demucs.solver][INFO] - Valid | Epoch 588 | 11/20 | 4.40 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.200
[2024-12-12 17:45:00,568][demucs.solver][INFO] - Valid | Epoch 588 | 12/20 | 4.44 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.179
[2024-12-12 17:45:00,762][demucs.solver][INFO] - Valid | Epoch 588 | 13/20 | 4.49 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.180
[2024-12-12 17:45:00,956][demucs.solver][INFO] - Valid | Epoch 588 | 14/20 | 4.53 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.188
[2024-12-12 17:45:01,171][demucs.solver][INFO] - Valid | Epoch 588 | 15/20 | 4.53 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.195
[2024-12-12 17:45:01,383][demucs.solver][INFO] - Valid | Epoch 588 | 16/20 | 4.54 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.200
[2024-12-12 17:45:01,579][demucs.solver][INFO] - Valid | Epoch 588 | 17/20 | 4.57 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.205
[2024-12-12 17:45:01,760][demucs.solver][INFO] - Valid | Epoch 588 | 18/20 | 4.61 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.172
[2024-12-12 17:45:01,957][demucs.solver][INFO] - Valid | Epoch 588 | 19/20 | 4.63 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.185
[2024-12-12 17:45:02,359][demucs.solver][INFO] - Valid Summary | Epoch 588 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.185 | Best=0.5289 | Bname=main
[2024-12-12 17:45:03,908][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:45:03,908][demucs.solver][INFO] - Training...
[2024-12-12 17:45:14,592][demucs.solver][INFO] - Train | Epoch 589 | 1/14 | 0.22 it/sec | Loss 0.2294 | Reco 0.2294 | Grad 1.8324
[2024-12-12 17:45:15,254][demucs.solver][INFO] - Train | Epoch 589 | 2/14 | 0.31 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 1.6966
[2024-12-12 17:45:15,949][demucs.solver][INFO] - Train | Epoch 589 | 3/14 | 0.38 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.4896
[2024-12-12 17:45:16,657][demucs.solver][INFO] - Train | Epoch 589 | 4/14 | 0.45 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.2141
[2024-12-12 17:45:17,324][demucs.solver][INFO] - Train | Epoch 589 | 5/14 | 0.51 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 2.0678
[2024-12-12 17:45:17,996][demucs.solver][INFO] - Train | Epoch 589 | 6/14 | 0.56 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.2575
[2024-12-12 17:45:18,655][demucs.solver][INFO] - Train | Epoch 589 | 7/14 | 0.61 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 2.0135
[2024-12-12 17:45:19,799][demucs.solver][INFO] - Train | Epoch 589 | 8/14 | 0.63 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 2.2654
[2024-12-12 17:45:20,928][demucs.solver][INFO] - Train | Epoch 589 | 9/14 | 0.65 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.2253
[2024-12-12 17:45:21,746][demucs.solver][INFO] - Train | Epoch 589 | 10/14 | 0.68 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 2.3698
[2024-12-12 17:45:22,391][demucs.solver][INFO] - Train | Epoch 589 | 11/14 | 0.71 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.2063
[2024-12-12 17:45:23,037][demucs.solver][INFO] - Train | Epoch 589 | 12/14 | 0.74 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 2.0787
[2024-12-12 17:45:23,688][demucs.solver][INFO] - Train | Epoch 589 | 13/14 | 0.77 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.0957
[2024-12-12 17:45:24,023][demucs.solver][INFO] - Train Summary | Epoch 589 | Loss=0.2396 | Reco=0.2396 | Grad=2.0957
[2024-12-12 17:45:24,024][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:45:24,024][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:45:26,388][demucs.solver][INFO] - Valid | Epoch 589 | 1/20 | 2.79 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.300
[2024-12-12 17:45:26,653][demucs.solver][INFO] - Valid | Epoch 589 | 2/20 | 3.06 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.066
[2024-12-12 17:45:26,898][demucs.solver][INFO] - Valid | Epoch 589 | 3/20 | 3.26 it/sec | Loss 0.4901 | Reco 0.4901 | Nsdr 1.155
[2024-12-12 17:45:27,075][demucs.solver][INFO] - Valid | Epoch 589 | 4/20 | 3.56 it/sec | Loss 0.5070 | Reco 0.5070 | Nsdr 1.202
[2024-12-12 17:45:27,311][demucs.solver][INFO] - Valid | Epoch 589 | 5/20 | 3.66 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.201
[2024-12-12 17:45:27,505][demucs.solver][INFO] - Valid | Epoch 589 | 6/20 | 3.82 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.218
[2024-12-12 17:45:27,679][demucs.solver][INFO] - Valid | Epoch 589 | 7/20 | 3.99 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.239
[2024-12-12 17:45:27,927][demucs.solver][INFO] - Valid | Epoch 589 | 8/20 | 3.99 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.235
[2024-12-12 17:45:28,170][demucs.solver][INFO] - Valid | Epoch 589 | 9/20 | 4.00 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.255
[2024-12-12 17:45:28,368][demucs.solver][INFO] - Valid | Epoch 589 | 10/20 | 4.08 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.236
[2024-12-12 17:45:28,546][demucs.solver][INFO] - Valid | Epoch 589 | 11/20 | 4.17 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.233
[2024-12-12 17:45:28,764][demucs.solver][INFO] - Valid | Epoch 589 | 12/20 | 4.20 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.212
[2024-12-12 17:45:28,944][demucs.solver][INFO] - Valid | Epoch 589 | 13/20 | 4.28 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.214
[2024-12-12 17:45:29,101][demucs.solver][INFO] - Valid | Epoch 589 | 14/20 | 4.37 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.222
[2024-12-12 17:45:29,294][demucs.solver][INFO] - Valid | Epoch 589 | 15/20 | 4.42 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.230
[2024-12-12 17:45:29,509][demucs.solver][INFO] - Valid | Epoch 589 | 16/20 | 4.43 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.235
[2024-12-12 17:45:29,705][demucs.solver][INFO] - Valid | Epoch 589 | 17/20 | 4.46 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.241
[2024-12-12 17:45:29,903][demucs.solver][INFO] - Valid | Epoch 589 | 18/20 | 4.49 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.208
[2024-12-12 17:45:30,082][demucs.solver][INFO] - Valid | Epoch 589 | 19/20 | 4.54 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.221
[2024-12-12 17:45:30,476][demucs.solver][INFO] - Valid Summary | Epoch 589 | Loss=0.5384 | Reco=0.5384 | Nsdr=1.221 | Best=0.5289 | Bname=main
[2024-12-12 17:45:31,862][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:45:31,863][demucs.solver][INFO] - Training...
[2024-12-12 17:45:41,897][demucs.solver][INFO] - Train | Epoch 590 | 1/14 | 0.24 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.7774
[2024-12-12 17:45:42,556][demucs.solver][INFO] - Train | Epoch 590 | 2/14 | 0.33 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 2.3898
[2024-12-12 17:45:43,214][demucs.solver][INFO] - Train | Epoch 590 | 3/14 | 0.41 it/sec | Loss 0.2696 | Reco 0.2696 | Grad 2.5089
[2024-12-12 17:45:43,862][demucs.solver][INFO] - Train | Epoch 590 | 4/14 | 0.49 it/sec | Loss 0.2667 | Reco 0.2667 | Grad 2.8478
[2024-12-12 17:45:44,509][demucs.solver][INFO] - Train | Epoch 590 | 5/14 | 0.55 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 2.4454
[2024-12-12 17:45:45,159][demucs.solver][INFO] - Train | Epoch 590 | 6/14 | 0.60 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 2.4694
[2024-12-12 17:45:45,934][demucs.solver][INFO] - Train | Epoch 590 | 7/14 | 0.65 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 2.8147
[2024-12-12 17:45:47,131][demucs.solver][INFO] - Train | Epoch 590 | 8/14 | 0.66 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 2.9125
[2024-12-12 17:45:48,121][demucs.solver][INFO] - Train | Epoch 590 | 9/14 | 0.69 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 2.7122
[2024-12-12 17:45:48,767][demucs.solver][INFO] - Train | Epoch 590 | 10/14 | 0.72 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 2.7040
[2024-12-12 17:45:49,410][demucs.solver][INFO] - Train | Epoch 590 | 11/14 | 0.76 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 2.7018
[2024-12-12 17:45:50,052][demucs.solver][INFO] - Train | Epoch 590 | 12/14 | 0.79 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.5418
[2024-12-12 17:45:50,694][demucs.solver][INFO] - Train | Epoch 590 | 13/14 | 0.82 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.5049
[2024-12-12 17:45:51,042][demucs.solver][INFO] - Train Summary | Epoch 590 | Loss=0.2438 | Reco=0.2438 | Grad=2.5049
[2024-12-12 17:45:51,042][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:45:51,042][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:45:53,352][demucs.solver][INFO] - Valid | Epoch 590 | 1/20 | 2.87 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.316
[2024-12-12 17:45:53,594][demucs.solver][INFO] - Valid | Epoch 590 | 2/20 | 3.20 it/sec | Loss 0.4469 | Reco 0.4469 | Nsdr 1.070
[2024-12-12 17:45:53,819][demucs.solver][INFO] - Valid | Epoch 590 | 3/20 | 3.44 it/sec | Loss 0.4906 | Reco 0.4906 | Nsdr 1.168
[2024-12-12 17:45:54,044][demucs.solver][INFO] - Valid | Epoch 590 | 4/20 | 3.60 it/sec | Loss 0.5069 | Reco 0.5069 | Nsdr 1.223
[2024-12-12 17:45:54,246][demucs.solver][INFO] - Valid | Epoch 590 | 5/20 | 3.77 it/sec | Loss 0.5271 | Reco 0.5271 | Nsdr 1.223
[2024-12-12 17:45:54,447][demucs.solver][INFO] - Valid | Epoch 590 | 6/20 | 3.91 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.243
[2024-12-12 17:45:54,626][demucs.solver][INFO] - Valid | Epoch 590 | 7/20 | 4.06 it/sec | Loss 0.5315 | Reco 0.5315 | Nsdr 1.269
[2024-12-12 17:45:54,852][demucs.solver][INFO] - Valid | Epoch 590 | 8/20 | 4.10 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.274
[2024-12-12 17:45:55,053][demucs.solver][INFO] - Valid | Epoch 590 | 9/20 | 4.17 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.297
[2024-12-12 17:45:55,249][demucs.solver][INFO] - Valid | Epoch 590 | 10/20 | 4.24 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.277
[2024-12-12 17:45:55,430][demucs.solver][INFO] - Valid | Epoch 590 | 11/20 | 4.32 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.274
[2024-12-12 17:45:55,627][demucs.solver][INFO] - Valid | Epoch 590 | 12/20 | 4.37 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.251
[2024-12-12 17:45:55,825][demucs.solver][INFO] - Valid | Epoch 590 | 13/20 | 4.42 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.253
[2024-12-12 17:45:56,041][demucs.solver][INFO] - Valid | Epoch 590 | 14/20 | 4.43 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.262
[2024-12-12 17:45:56,244][demucs.solver][INFO] - Valid | Epoch 590 | 15/20 | 4.46 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.270
[2024-12-12 17:45:56,440][demucs.solver][INFO] - Valid | Epoch 590 | 16/20 | 4.49 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.275
[2024-12-12 17:45:56,638][demucs.solver][INFO] - Valid | Epoch 590 | 17/20 | 4.52 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.280
[2024-12-12 17:45:56,814][demucs.solver][INFO] - Valid | Epoch 590 | 18/20 | 4.57 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.243
[2024-12-12 17:45:57,009][demucs.solver][INFO] - Valid | Epoch 590 | 19/20 | 4.59 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.258
[2024-12-12 17:45:57,394][demucs.solver][INFO] - Valid Summary | Epoch 590 | Loss=0.5363 | Reco=0.5363 | Nsdr=1.258 | Best=0.5289 | Bname=main
[2024-12-12 17:45:58,937][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:45:58,937][demucs.solver][INFO] - Training...
[2024-12-12 17:46:06,006][demucs.solver][INFO] - Train | Epoch 591 | 1/14 | 0.38 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 0.4894
[2024-12-12 17:46:06,709][demucs.solver][INFO] - Train | Epoch 591 | 2/14 | 0.50 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 0.7430
[2024-12-12 17:46:07,404][demucs.solver][INFO] - Train | Epoch 591 | 3/14 | 0.59 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 1.5277
[2024-12-12 17:46:08,977][demucs.solver][INFO] - Train | Epoch 591 | 4/14 | 0.60 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 1.3687
[2024-12-12 17:46:09,644][demucs.solver][INFO] - Train | Epoch 591 | 5/14 | 0.67 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.2446
[2024-12-12 17:46:10,299][demucs.solver][INFO] - Train | Epoch 591 | 6/14 | 0.73 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 1.2240
[2024-12-12 17:46:10,949][demucs.solver][INFO] - Train | Epoch 591 | 7/14 | 0.78 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 1.1652
[2024-12-12 17:46:11,604][demucs.solver][INFO] - Train | Epoch 591 | 8/14 | 0.82 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.1808
[2024-12-12 17:46:12,261][demucs.solver][INFO] - Train | Epoch 591 | 9/14 | 0.86 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.2634
[2024-12-12 17:46:12,909][demucs.solver][INFO] - Train | Epoch 591 | 10/14 | 0.90 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.2943
[2024-12-12 17:46:13,555][demucs.solver][INFO] - Train | Epoch 591 | 11/14 | 0.93 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.3044
[2024-12-12 17:46:14,196][demucs.solver][INFO] - Train | Epoch 591 | 12/14 | 0.96 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.3040
[2024-12-12 17:46:14,837][demucs.solver][INFO] - Train | Epoch 591 | 13/14 | 0.99 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.4835
[2024-12-12 17:46:15,169][demucs.solver][INFO] - Train Summary | Epoch 591 | Loss=0.2498 | Reco=0.2498 | Grad=1.4835
[2024-12-12 17:46:15,169][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:46:15,169][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:46:17,671][demucs.solver][INFO] - Valid | Epoch 591 | 1/20 | 2.43 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.265
[2024-12-12 17:46:17,837][demucs.solver][INFO] - Valid | Epoch 591 | 2/20 | 3.03 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.041
[2024-12-12 17:46:18,039][demucs.solver][INFO] - Valid | Epoch 591 | 3/20 | 3.36 it/sec | Loss 0.4937 | Reco 0.4937 | Nsdr 1.115
[2024-12-12 17:46:18,240][demucs.solver][INFO] - Valid | Epoch 591 | 4/20 | 3.59 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.158
[2024-12-12 17:46:18,441][demucs.solver][INFO] - Valid | Epoch 591 | 5/20 | 3.77 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.160
[2024-12-12 17:46:18,638][demucs.solver][INFO] - Valid | Epoch 591 | 6/20 | 3.91 it/sec | Loss 0.5158 | Reco 0.5158 | Nsdr 1.178
[2024-12-12 17:46:18,860][demucs.solver][INFO] - Valid | Epoch 591 | 7/20 | 3.97 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.194
[2024-12-12 17:46:19,059][demucs.solver][INFO] - Valid | Epoch 591 | 8/20 | 4.07 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.193
[2024-12-12 17:46:19,236][demucs.solver][INFO] - Valid | Epoch 591 | 9/20 | 4.19 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.213
[2024-12-12 17:46:19,434][demucs.solver][INFO] - Valid | Epoch 591 | 10/20 | 4.25 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.197
[2024-12-12 17:46:19,654][demucs.solver][INFO] - Valid | Epoch 591 | 11/20 | 4.28 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.195
[2024-12-12 17:46:19,850][demucs.solver][INFO] - Valid | Epoch 591 | 12/20 | 4.33 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.176
[2024-12-12 17:46:20,072][demucs.solver][INFO] - Valid | Epoch 591 | 13/20 | 4.34 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.179
[2024-12-12 17:46:20,271][demucs.solver][INFO] - Valid | Epoch 591 | 14/20 | 4.38 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.186
[2024-12-12 17:46:20,473][demucs.solver][INFO] - Valid | Epoch 591 | 15/20 | 4.41 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.192
[2024-12-12 17:46:20,683][demucs.solver][INFO] - Valid | Epoch 591 | 16/20 | 4.43 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.198
[2024-12-12 17:46:20,898][demucs.solver][INFO] - Valid | Epoch 591 | 17/20 | 4.44 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.204
[2024-12-12 17:46:21,076][demucs.solver][INFO] - Valid | Epoch 591 | 18/20 | 4.49 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.172
[2024-12-12 17:46:21,271][demucs.solver][INFO] - Valid | Epoch 591 | 19/20 | 4.52 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.183
[2024-12-12 17:46:21,682][demucs.solver][INFO] - Valid Summary | Epoch 591 | Loss=0.5419 | Reco=0.5419 | Nsdr=1.183 | Best=0.5289 | Bname=main
[2024-12-12 17:46:23,149][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:46:23,150][demucs.solver][INFO] - Training...
[2024-12-12 17:46:35,539][demucs.solver][INFO] - Train | Epoch 592 | 1/14 | 0.19 it/sec | Loss 0.2217 | Reco 0.2217 | Grad 1.8048
[2024-12-12 17:46:36,190][demucs.solver][INFO] - Train | Epoch 592 | 2/14 | 0.26 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.3043
[2024-12-12 17:46:36,836][demucs.solver][INFO] - Train | Epoch 592 | 3/14 | 0.33 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.6883
[2024-12-12 17:46:37,484][demucs.solver][INFO] - Train | Epoch 592 | 4/14 | 0.40 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.6317
[2024-12-12 17:46:38,124][demucs.solver][INFO] - Train | Epoch 592 | 5/14 | 0.45 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 1.5112
[2024-12-12 17:46:38,771][demucs.solver][INFO] - Train | Epoch 592 | 6/14 | 0.50 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.9492
[2024-12-12 17:46:39,413][demucs.solver][INFO] - Train | Epoch 592 | 7/14 | 0.55 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.7466
[2024-12-12 17:46:40,061][demucs.solver][INFO] - Train | Epoch 592 | 8/14 | 0.59 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.7132
[2024-12-12 17:46:40,709][demucs.solver][INFO] - Train | Epoch 592 | 9/14 | 0.63 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.5773
[2024-12-12 17:46:41,356][demucs.solver][INFO] - Train | Epoch 592 | 10/14 | 0.67 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.6675
[2024-12-12 17:46:42,003][demucs.solver][INFO] - Train | Epoch 592 | 11/14 | 0.70 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.6341
[2024-12-12 17:46:42,651][demucs.solver][INFO] - Train | Epoch 592 | 12/14 | 0.73 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.6537
[2024-12-12 17:46:43,297][demucs.solver][INFO] - Train | Epoch 592 | 13/14 | 0.76 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.5900
[2024-12-12 17:46:43,639][demucs.solver][INFO] - Train Summary | Epoch 592 | Loss=0.2453 | Reco=0.2453 | Grad=1.5900
[2024-12-12 17:46:43,639][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:46:43,639][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:46:46,520][demucs.solver][INFO] - Valid | Epoch 592 | 1/20 | 1.62 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.308
[2024-12-12 17:46:46,764][demucs.solver][INFO] - Valid | Epoch 592 | 2/20 | 2.03 it/sec | Loss 0.4467 | Reco 0.4467 | Nsdr 1.068
[2024-12-12 17:46:47,223][demucs.solver][INFO] - Valid | Epoch 592 | 3/20 | 2.07 it/sec | Loss 0.4905 | Reco 0.4905 | Nsdr 1.162
[2024-12-12 17:46:47,576][demucs.solver][INFO] - Valid | Epoch 592 | 4/20 | 2.19 it/sec | Loss 0.5072 | Reco 0.5072 | Nsdr 1.212
[2024-12-12 17:46:47,824][demucs.solver][INFO] - Valid | Epoch 592 | 5/20 | 2.37 it/sec | Loss 0.5281 | Reco 0.5281 | Nsdr 1.205
[2024-12-12 17:46:48,039][demucs.solver][INFO] - Valid | Epoch 592 | 6/20 | 2.55 it/sec | Loss 0.5120 | Reco 0.5120 | Nsdr 1.225
[2024-12-12 17:46:48,255][demucs.solver][INFO] - Valid | Epoch 592 | 7/20 | 2.70 it/sec | Loss 0.5326 | Reco 0.5326 | Nsdr 1.249
[2024-12-12 17:46:48,435][demucs.solver][INFO] - Valid | Epoch 592 | 8/20 | 2.86 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.250
[2024-12-12 17:46:48,653][demucs.solver][INFO] - Valid | Epoch 592 | 9/20 | 2.97 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.274
[2024-12-12 17:46:48,809][demucs.solver][INFO] - Valid | Epoch 592 | 10/20 | 3.12 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.254
[2024-12-12 17:46:49,007][demucs.solver][INFO] - Valid | Epoch 592 | 11/20 | 3.23 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.250
[2024-12-12 17:46:49,185][demucs.solver][INFO] - Valid | Epoch 592 | 12/20 | 3.34 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.230
[2024-12-12 17:46:49,380][demucs.solver][INFO] - Valid | Epoch 592 | 13/20 | 3.42 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.230
[2024-12-12 17:46:49,577][demucs.solver][INFO] - Valid | Epoch 592 | 14/20 | 3.50 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.239
[2024-12-12 17:46:49,793][demucs.solver][INFO] - Valid | Epoch 592 | 15/20 | 3.55 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.245
[2024-12-12 17:46:49,976][demucs.solver][INFO] - Valid | Epoch 592 | 16/20 | 3.63 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.251
[2024-12-12 17:46:50,156][demucs.solver][INFO] - Valid | Epoch 592 | 17/20 | 3.70 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.257
[2024-12-12 17:46:50,355][demucs.solver][INFO] - Valid | Epoch 592 | 18/20 | 3.75 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.222
[2024-12-12 17:46:50,572][demucs.solver][INFO] - Valid | Epoch 592 | 19/20 | 3.79 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.236
[2024-12-12 17:46:51,636][demucs.solver][INFO] - Valid Summary | Epoch 592 | Loss=0.5374 | Reco=0.5374 | Nsdr=1.236 | Best=0.5289 | Bname=main
[2024-12-12 17:46:53,144][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:46:53,144][demucs.solver][INFO] - Training...
[2024-12-12 17:47:00,939][demucs.solver][INFO] - Train | Epoch 593 | 1/14 | 0.32 it/sec | Loss 0.2316 | Reco 0.2316 | Grad 2.0482
[2024-12-12 17:47:01,608][demucs.solver][INFO] - Train | Epoch 593 | 2/14 | 0.43 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.0419
[2024-12-12 17:47:03,251][demucs.solver][INFO] - Train | Epoch 593 | 3/14 | 0.47 it/sec | Loss 0.2333 | Reco 0.2333 | Grad 1.8246
[2024-12-12 17:47:03,910][demucs.solver][INFO] - Train | Epoch 593 | 4/14 | 0.54 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 1.8699
[2024-12-12 17:47:04,562][demucs.solver][INFO] - Train | Epoch 593 | 5/14 | 0.61 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 1.8046
[2024-12-12 17:47:05,223][demucs.solver][INFO] - Train | Epoch 593 | 6/14 | 0.66 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.1507
[2024-12-12 17:47:05,873][demucs.solver][INFO] - Train | Epoch 593 | 7/14 | 0.71 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.3700
[2024-12-12 17:47:06,516][demucs.solver][INFO] - Train | Epoch 593 | 8/14 | 0.76 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 2.1234
[2024-12-12 17:47:07,155][demucs.solver][INFO] - Train | Epoch 593 | 9/14 | 0.80 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 2.1981
[2024-12-12 17:47:07,792][demucs.solver][INFO] - Train | Epoch 593 | 10/14 | 0.84 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 2.2301
[2024-12-12 17:47:08,433][demucs.solver][INFO] - Train | Epoch 593 | 11/14 | 0.87 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 2.2005
[2024-12-12 17:47:09,074][demucs.solver][INFO] - Train | Epoch 593 | 12/14 | 0.90 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.2591
[2024-12-12 17:47:09,717][demucs.solver][INFO] - Train | Epoch 593 | 13/14 | 0.93 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 2.1556
[2024-12-12 17:47:10,043][demucs.solver][INFO] - Train Summary | Epoch 593 | Loss=0.2361 | Reco=0.2361 | Grad=2.1556
[2024-12-12 17:47:10,044][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:47:10,044][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:47:12,344][demucs.solver][INFO] - Valid | Epoch 593 | 1/20 | 3.38 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.283
[2024-12-12 17:47:12,556][demucs.solver][INFO] - Valid | Epoch 593 | 2/20 | 3.73 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.051
[2024-12-12 17:47:12,756][demucs.solver][INFO] - Valid | Epoch 593 | 3/20 | 3.98 it/sec | Loss 0.4925 | Reco 0.4925 | Nsdr 1.140
[2024-12-12 17:47:12,937][demucs.solver][INFO] - Valid | Epoch 593 | 4/20 | 4.22 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.181
[2024-12-12 17:47:13,138][demucs.solver][INFO] - Valid | Epoch 593 | 5/20 | 4.33 it/sec | Loss 0.5308 | Reco 0.5308 | Nsdr 1.173
[2024-12-12 17:47:13,296][demucs.solver][INFO] - Valid | Epoch 593 | 6/20 | 4.53 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.193
[2024-12-12 17:47:13,473][demucs.solver][INFO] - Valid | Epoch 593 | 7/20 | 4.65 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.213
[2024-12-12 17:47:13,675][demucs.solver][INFO] - Valid | Epoch 593 | 8/20 | 4.68 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.212
[2024-12-12 17:47:13,856][demucs.solver][INFO] - Valid | Epoch 593 | 9/20 | 4.75 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.234
[2024-12-12 17:47:14,074][demucs.solver][INFO] - Valid | Epoch 593 | 10/20 | 4.74 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.215
[2024-12-12 17:47:14,290][demucs.solver][INFO] - Valid | Epoch 593 | 11/20 | 4.73 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.213
[2024-12-12 17:47:14,470][demucs.solver][INFO] - Valid | Epoch 593 | 12/20 | 4.78 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.193
[2024-12-12 17:47:14,672][demucs.solver][INFO] - Valid | Epoch 593 | 13/20 | 4.79 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.194
[2024-12-12 17:47:14,866][demucs.solver][INFO] - Valid | Epoch 593 | 14/20 | 4.82 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.203
[2024-12-12 17:47:15,062][demucs.solver][INFO] - Valid | Epoch 593 | 15/20 | 4.83 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.209
[2024-12-12 17:47:15,237][demucs.solver][INFO] - Valid | Epoch 593 | 16/20 | 4.88 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.215
[2024-12-12 17:47:15,432][demucs.solver][INFO] - Valid | Epoch 593 | 17/20 | 4.89 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.222
[2024-12-12 17:47:15,635][demucs.solver][INFO] - Valid | Epoch 593 | 18/20 | 4.89 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.190
[2024-12-12 17:47:15,831][demucs.solver][INFO] - Valid | Epoch 593 | 19/20 | 4.90 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.203
[2024-12-12 17:47:16,536][demucs.solver][INFO] - Valid Summary | Epoch 593 | Loss=0.5403 | Reco=0.5403 | Nsdr=1.203 | Best=0.5289 | Bname=main
[2024-12-12 17:47:18,121][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:47:18,123][demucs.solver][INFO] - Training...
[2024-12-12 17:47:29,029][demucs.solver][INFO] - Train | Epoch 594 | 1/14 | 0.22 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 3.4485
[2024-12-12 17:47:29,680][demucs.solver][INFO] - Train | Epoch 594 | 2/14 | 0.31 it/sec | Loss 0.2629 | Reco 0.2629 | Grad 3.7523
[2024-12-12 17:47:30,333][demucs.solver][INFO] - Train | Epoch 594 | 3/14 | 0.38 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 3.2096
[2024-12-12 17:47:30,989][demucs.solver][INFO] - Train | Epoch 594 | 4/14 | 0.45 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 2.9618
[2024-12-12 17:47:31,638][demucs.solver][INFO] - Train | Epoch 594 | 5/14 | 0.51 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 3.1501
[2024-12-12 17:47:32,293][demucs.solver][INFO] - Train | Epoch 594 | 6/14 | 0.56 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 3.3701
[2024-12-12 17:47:32,945][demucs.solver][INFO] - Train | Epoch 594 | 7/14 | 0.61 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 3.2670
[2024-12-12 17:47:33,595][demucs.solver][INFO] - Train | Epoch 594 | 8/14 | 0.66 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 3.0005
[2024-12-12 17:47:34,236][demucs.solver][INFO] - Train | Epoch 594 | 9/14 | 0.70 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 3.2487
[2024-12-12 17:47:34,880][demucs.solver][INFO] - Train | Epoch 594 | 10/14 | 0.73 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 3.3946
[2024-12-12 17:47:35,523][demucs.solver][INFO] - Train | Epoch 594 | 11/14 | 0.77 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 3.1597
[2024-12-12 17:47:36,163][demucs.solver][INFO] - Train | Epoch 594 | 12/14 | 0.80 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 3.1505
[2024-12-12 17:47:36,802][demucs.solver][INFO] - Train | Epoch 594 | 13/14 | 0.83 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 3.0299
[2024-12-12 17:47:37,122][demucs.solver][INFO] - Train Summary | Epoch 594 | Loss=0.2547 | Reco=0.2547 | Grad=3.0299
[2024-12-12 17:47:37,122][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:47:37,122][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:47:39,351][demucs.solver][INFO] - Valid | Epoch 594 | 1/20 | 3.19 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.335
[2024-12-12 17:47:39,576][demucs.solver][INFO] - Valid | Epoch 594 | 2/20 | 3.52 it/sec | Loss 0.4460 | Reco 0.4460 | Nsdr 1.086
[2024-12-12 17:47:39,755][demucs.solver][INFO] - Valid | Epoch 594 | 3/20 | 3.88 it/sec | Loss 0.4893 | Reco 0.4893 | Nsdr 1.184
[2024-12-12 17:47:39,960][demucs.solver][INFO] - Valid | Epoch 594 | 4/20 | 4.05 it/sec | Loss 0.5059 | Reco 0.5059 | Nsdr 1.234
[2024-12-12 17:47:40,160][demucs.solver][INFO] - Valid | Epoch 594 | 5/20 | 4.18 it/sec | Loss 0.5267 | Reco 0.5267 | Nsdr 1.227
[2024-12-12 17:47:40,356][demucs.solver][INFO] - Valid | Epoch 594 | 6/20 | 4.29 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.245
[2024-12-12 17:47:40,557][demucs.solver][INFO] - Valid | Epoch 594 | 7/20 | 4.36 it/sec | Loss 0.5312 | Reco 0.5312 | Nsdr 1.270
[2024-12-12 17:47:40,754][demucs.solver][INFO] - Valid | Epoch 594 | 8/20 | 4.44 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.271
[2024-12-12 17:47:40,951][demucs.solver][INFO] - Valid | Epoch 594 | 9/20 | 4.49 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.293
[2024-12-12 17:47:41,150][demucs.solver][INFO] - Valid | Epoch 594 | 10/20 | 4.54 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.274
[2024-12-12 17:47:41,345][demucs.solver][INFO] - Valid | Epoch 594 | 11/20 | 4.58 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.270
[2024-12-12 17:47:41,541][demucs.solver][INFO] - Valid | Epoch 594 | 12/20 | 4.62 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.249
[2024-12-12 17:47:41,741][demucs.solver][INFO] - Valid | Epoch 594 | 13/20 | 4.64 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.250
[2024-12-12 17:47:41,940][demucs.solver][INFO] - Valid | Epoch 594 | 14/20 | 4.67 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.258
[2024-12-12 17:47:42,136][demucs.solver][INFO] - Valid | Epoch 594 | 15/20 | 4.69 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.266
[2024-12-12 17:47:42,333][demucs.solver][INFO] - Valid | Epoch 594 | 16/20 | 4.71 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.272
[2024-12-12 17:47:42,518][demucs.solver][INFO] - Valid | Epoch 594 | 17/20 | 4.74 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.278
[2024-12-12 17:47:42,697][demucs.solver][INFO] - Valid | Epoch 594 | 18/20 | 4.78 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.242
[2024-12-12 17:47:42,892][demucs.solver][INFO] - Valid | Epoch 594 | 19/20 | 4.80 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.255
[2024-12-12 17:47:43,299][demucs.solver][INFO] - Valid Summary | Epoch 594 | Loss=0.5368 | Reco=0.5368 | Nsdr=1.255 | Best=0.5289 | Bname=main
[2024-12-12 17:47:44,868][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:47:44,868][demucs.solver][INFO] - Training...
[2024-12-12 17:47:50,254][demucs.solver][INFO] - Train | Epoch 595 | 1/14 | 0.56 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.6147
[2024-12-12 17:47:51,735][demucs.solver][INFO] - Train | Epoch 595 | 2/14 | 0.60 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.2013
[2024-12-12 17:47:52,387][demucs.solver][INFO] - Train | Epoch 595 | 3/14 | 0.70 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.0979
[2024-12-12 17:47:53,051][demucs.solver][INFO] - Train | Epoch 595 | 4/14 | 0.79 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.4712
[2024-12-12 17:47:53,717][demucs.solver][INFO] - Train | Epoch 595 | 5/14 | 0.86 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 1.4719
[2024-12-12 17:47:54,376][demucs.solver][INFO] - Train | Epoch 595 | 6/14 | 0.91 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.3570
[2024-12-12 17:47:56,165][demucs.solver][INFO] - Train | Epoch 595 | 7/14 | 0.85 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.2246
[2024-12-12 17:47:56,815][demucs.solver][INFO] - Train | Epoch 595 | 8/14 | 0.89 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.5193
[2024-12-12 17:47:57,469][demucs.solver][INFO] - Train | Epoch 595 | 9/14 | 0.93 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.4292
[2024-12-12 17:47:58,120][demucs.solver][INFO] - Train | Epoch 595 | 10/14 | 0.96 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 1.5769
[2024-12-12 17:47:58,772][demucs.solver][INFO] - Train | Epoch 595 | 11/14 | 0.99 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.4730
[2024-12-12 17:47:59,419][demucs.solver][INFO] - Train | Epoch 595 | 12/14 | 1.02 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.3908
[2024-12-12 17:48:00,065][demucs.solver][INFO] - Train | Epoch 595 | 13/14 | 1.05 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.4333
[2024-12-12 17:48:00,405][demucs.solver][INFO] - Train Summary | Epoch 595 | Loss=0.2417 | Reco=0.2417 | Grad=1.4333
[2024-12-12 17:48:00,406][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:48:00,406][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:48:03,053][demucs.solver][INFO] - Valid | Epoch 595 | 1/20 | 2.07 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.323
[2024-12-12 17:48:03,325][demucs.solver][INFO] - Valid | Epoch 595 | 2/20 | 2.43 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.074
[2024-12-12 17:48:03,482][demucs.solver][INFO] - Valid | Epoch 595 | 3/20 | 2.87 it/sec | Loss 0.4898 | Reco 0.4898 | Nsdr 1.173
[2024-12-12 17:48:03,782][demucs.solver][INFO] - Valid | Epoch 595 | 4/20 | 2.95 it/sec | Loss 0.5065 | Reco 0.5065 | Nsdr 1.221
[2024-12-12 17:48:04,099][demucs.solver][INFO] - Valid | Epoch 595 | 5/20 | 2.99 it/sec | Loss 0.5273 | Reco 0.5273 | Nsdr 1.217
[2024-12-12 17:48:04,348][demucs.solver][INFO] - Valid | Epoch 595 | 6/20 | 3.10 it/sec | Loss 0.5113 | Reco 0.5113 | Nsdr 1.234
[2024-12-12 17:48:04,541][demucs.solver][INFO] - Valid | Epoch 595 | 7/20 | 3.26 it/sec | Loss 0.5318 | Reco 0.5318 | Nsdr 1.259
[2024-12-12 17:48:04,698][demucs.solver][INFO] - Valid | Epoch 595 | 8/20 | 3.45 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.257
[2024-12-12 17:48:04,886][demucs.solver][INFO] - Valid | Epoch 595 | 9/20 | 3.57 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.279
[2024-12-12 17:48:05,131][demucs.solver][INFO] - Valid | Epoch 595 | 10/20 | 3.62 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.261
[2024-12-12 17:48:05,297][demucs.solver][INFO] - Valid | Epoch 595 | 11/20 | 3.74 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.258
[2024-12-12 17:48:05,488][demucs.solver][INFO] - Valid | Epoch 595 | 12/20 | 3.83 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.236
[2024-12-12 17:48:05,686][demucs.solver][INFO] - Valid | Epoch 595 | 13/20 | 3.89 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.237
[2024-12-12 17:48:05,863][demucs.solver][INFO] - Valid | Epoch 595 | 14/20 | 3.98 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.246
[2024-12-12 17:48:06,064][demucs.solver][INFO] - Valid | Epoch 595 | 15/20 | 4.03 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.254
[2024-12-12 17:48:06,221][demucs.solver][INFO] - Valid | Epoch 595 | 16/20 | 4.11 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.259
[2024-12-12 17:48:06,443][demucs.solver][INFO] - Valid | Epoch 595 | 17/20 | 4.13 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.266
[2024-12-12 17:48:06,663][demucs.solver][INFO] - Valid | Epoch 595 | 18/20 | 4.15 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.230
[2024-12-12 17:48:06,861][demucs.solver][INFO] - Valid | Epoch 595 | 19/20 | 4.19 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.244
[2024-12-12 17:48:07,266][demucs.solver][INFO] - Valid Summary | Epoch 595 | Loss=0.5371 | Reco=0.5371 | Nsdr=1.244 | Best=0.5289 | Bname=main
[2024-12-12 17:48:08,792][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:48:08,792][demucs.solver][INFO] - Training...
[2024-12-12 17:48:18,140][demucs.solver][INFO] - Train | Epoch 596 | 1/14 | 0.27 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 1.3217
[2024-12-12 17:48:18,794][demucs.solver][INFO] - Train | Epoch 596 | 2/14 | 0.37 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 0.9374
[2024-12-12 17:48:19,445][demucs.solver][INFO] - Train | Epoch 596 | 3/14 | 0.45 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 1.5086
[2024-12-12 17:48:20,095][demucs.solver][INFO] - Train | Epoch 596 | 4/14 | 0.53 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 1.2960
[2024-12-12 17:48:20,741][demucs.solver][INFO] - Train | Epoch 596 | 5/14 | 0.59 it/sec | Loss 0.2589 | Reco 0.2589 | Grad 1.2549
[2024-12-12 17:48:21,379][demucs.solver][INFO] - Train | Epoch 596 | 6/14 | 0.65 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 1.1704
[2024-12-12 17:48:22,019][demucs.solver][INFO] - Train | Epoch 596 | 7/14 | 0.70 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 1.3208
[2024-12-12 17:48:22,658][demucs.solver][INFO] - Train | Epoch 596 | 8/14 | 0.75 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 1.2416
[2024-12-12 17:48:23,296][demucs.solver][INFO] - Train | Epoch 596 | 9/14 | 0.79 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.1985
[2024-12-12 17:48:23,941][demucs.solver][INFO] - Train | Epoch 596 | 10/14 | 0.83 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.1182
[2024-12-12 17:48:24,582][demucs.solver][INFO] - Train | Epoch 596 | 11/14 | 0.86 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.2677
[2024-12-12 17:48:25,224][demucs.solver][INFO] - Train | Epoch 596 | 12/14 | 0.89 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.2867
[2024-12-12 17:48:25,867][demucs.solver][INFO] - Train | Epoch 596 | 13/14 | 0.92 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 1.2694
[2024-12-12 17:48:26,209][demucs.solver][INFO] - Train Summary | Epoch 596 | Loss=0.2481 | Reco=0.2481 | Grad=1.2694
[2024-12-12 17:48:26,209][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:48:26,209][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:48:28,505][demucs.solver][INFO] - Valid | Epoch 596 | 1/20 | 3.25 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.285
[2024-12-12 17:48:28,707][demucs.solver][INFO] - Valid | Epoch 596 | 2/20 | 3.67 it/sec | Loss 0.4477 | Reco 0.4477 | Nsdr 1.049
[2024-12-12 17:48:28,912][demucs.solver][INFO] - Valid | Epoch 596 | 3/20 | 3.91 it/sec | Loss 0.4910 | Reco 0.4910 | Nsdr 1.142
[2024-12-12 17:48:29,111][demucs.solver][INFO] - Valid | Epoch 596 | 4/20 | 4.10 it/sec | Loss 0.5079 | Reco 0.5079 | Nsdr 1.186
[2024-12-12 17:48:29,314][demucs.solver][INFO] - Valid | Epoch 596 | 5/20 | 4.21 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 1.183
[2024-12-12 17:48:29,536][demucs.solver][INFO] - Valid | Epoch 596 | 6/20 | 4.25 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.203
[2024-12-12 17:48:29,716][demucs.solver][INFO] - Valid | Epoch 596 | 7/20 | 4.38 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.226
[2024-12-12 17:48:29,914][demucs.solver][INFO] - Valid | Epoch 596 | 8/20 | 4.45 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.227
[2024-12-12 17:48:30,135][demucs.solver][INFO] - Valid | Epoch 596 | 9/20 | 4.46 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.247
[2024-12-12 17:48:30,353][demucs.solver][INFO] - Valid | Epoch 596 | 10/20 | 4.47 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.231
[2024-12-12 17:48:30,534][demucs.solver][INFO] - Valid | Epoch 596 | 11/20 | 4.54 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.228
[2024-12-12 17:48:30,731][demucs.solver][INFO] - Valid | Epoch 596 | 12/20 | 4.58 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.208
[2024-12-12 17:48:30,906][demucs.solver][INFO] - Valid | Epoch 596 | 13/20 | 4.64 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.211
[2024-12-12 17:48:31,083][demucs.solver][INFO] - Valid | Epoch 596 | 14/20 | 4.70 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.218
[2024-12-12 17:48:31,262][demucs.solver][INFO] - Valid | Epoch 596 | 15/20 | 4.74 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.225
[2024-12-12 17:48:31,459][demucs.solver][INFO] - Valid | Epoch 596 | 16/20 | 4.76 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.231
[2024-12-12 17:48:31,679][demucs.solver][INFO] - Valid | Epoch 596 | 17/20 | 4.75 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.235
[2024-12-12 17:48:31,876][demucs.solver][INFO] - Valid | Epoch 596 | 18/20 | 4.77 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.201
[2024-12-12 17:48:32,073][demucs.solver][INFO] - Valid | Epoch 596 | 19/20 | 4.78 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.214
[2024-12-12 17:48:32,523][demucs.solver][INFO] - Valid Summary | Epoch 596 | Loss=0.5388 | Reco=0.5388 | Nsdr=1.214 | Best=0.5289 | Bname=main
[2024-12-12 17:48:34,103][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:48:34,105][demucs.solver][INFO] - Training...
[2024-12-12 17:48:44,529][demucs.solver][INFO] - Train | Epoch 597 | 1/14 | 0.24 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 1.8135
[2024-12-12 17:48:45,188][demucs.solver][INFO] - Train | Epoch 597 | 2/14 | 0.33 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 1.3184
[2024-12-12 17:48:45,852][demucs.solver][INFO] - Train | Epoch 597 | 3/14 | 0.41 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 1.7471
[2024-12-12 17:48:46,499][demucs.solver][INFO] - Train | Epoch 597 | 4/14 | 0.48 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 1.8322
[2024-12-12 17:48:47,150][demucs.solver][INFO] - Train | Epoch 597 | 5/14 | 0.54 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 2.0525
[2024-12-12 17:48:47,800][demucs.solver][INFO] - Train | Epoch 597 | 6/14 | 0.60 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.0776
[2024-12-12 17:48:48,443][demucs.solver][INFO] - Train | Epoch 597 | 7/14 | 0.65 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.8810
[2024-12-12 17:48:49,086][demucs.solver][INFO] - Train | Epoch 597 | 8/14 | 0.69 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.6972
[2024-12-12 17:48:49,728][demucs.solver][INFO] - Train | Epoch 597 | 9/14 | 0.73 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.7423
[2024-12-12 17:48:50,371][demucs.solver][INFO] - Train | Epoch 597 | 10/14 | 0.77 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.7819
[2024-12-12 17:48:51,013][demucs.solver][INFO] - Train | Epoch 597 | 11/14 | 0.80 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.8967
[2024-12-12 17:48:51,654][demucs.solver][INFO] - Train | Epoch 597 | 12/14 | 0.83 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.9526
[2024-12-12 17:48:52,297][demucs.solver][INFO] - Train | Epoch 597 | 13/14 | 0.86 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.9629
[2024-12-12 17:48:52,619][demucs.solver][INFO] - Train Summary | Epoch 597 | Loss=0.2478 | Reco=0.2478 | Grad=1.9629
[2024-12-12 17:48:52,620][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:48:52,620][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:48:54,900][demucs.solver][INFO] - Valid | Epoch 597 | 1/20 | 3.03 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.266
[2024-12-12 17:48:55,108][demucs.solver][INFO] - Valid | Epoch 597 | 2/20 | 3.46 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.033
[2024-12-12 17:48:55,305][demucs.solver][INFO] - Valid | Epoch 597 | 3/20 | 3.76 it/sec | Loss 0.4918 | Reco 0.4918 | Nsdr 1.129
[2024-12-12 17:48:55,483][demucs.solver][INFO] - Valid | Epoch 597 | 4/20 | 4.02 it/sec | Loss 0.5088 | Reco 0.5088 | Nsdr 1.176
[2024-12-12 17:48:55,702][demucs.solver][INFO] - Valid | Epoch 597 | 5/20 | 4.10 it/sec | Loss 0.5298 | Reco 0.5298 | Nsdr 1.173
[2024-12-12 17:48:55,925][demucs.solver][INFO] - Valid | Epoch 597 | 6/20 | 4.15 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.192
[2024-12-12 17:48:56,124][demucs.solver][INFO] - Valid | Epoch 597 | 7/20 | 4.25 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.215
[2024-12-12 17:48:56,300][demucs.solver][INFO] - Valid | Epoch 597 | 8/20 | 4.37 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.215
[2024-12-12 17:48:56,525][demucs.solver][INFO] - Valid | Epoch 597 | 9/20 | 4.38 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.237
[2024-12-12 17:48:56,702][demucs.solver][INFO] - Valid | Epoch 597 | 10/20 | 4.47 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.220
[2024-12-12 17:48:56,920][demucs.solver][INFO] - Valid | Epoch 597 | 11/20 | 4.48 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.217
[2024-12-12 17:48:57,133][demucs.solver][INFO] - Valid | Epoch 597 | 12/20 | 4.49 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.196
[2024-12-12 17:48:57,351][demucs.solver][INFO] - Valid | Epoch 597 | 13/20 | 4.50 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.197
[2024-12-12 17:48:57,585][demucs.solver][INFO] - Valid | Epoch 597 | 14/20 | 4.48 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.205
[2024-12-12 17:48:57,779][demucs.solver][INFO] - Valid | Epoch 597 | 15/20 | 4.52 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.212
[2024-12-12 17:48:57,973][demucs.solver][INFO] - Valid | Epoch 597 | 16/20 | 4.55 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.217
[2024-12-12 17:48:58,128][demucs.solver][INFO] - Valid | Epoch 597 | 17/20 | 4.63 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.220
[2024-12-12 17:48:58,303][demucs.solver][INFO] - Valid | Epoch 597 | 18/20 | 4.68 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.187
[2024-12-12 17:48:58,498][demucs.solver][INFO] - Valid | Epoch 597 | 19/20 | 4.70 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.200
[2024-12-12 17:48:58,909][demucs.solver][INFO] - Valid Summary | Epoch 597 | Loss=0.5396 | Reco=0.5396 | Nsdr=1.200 | Best=0.5289 | Bname=main
[2024-12-12 17:49:00,720][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:49:00,722][demucs.solver][INFO] - Training...
[2024-12-12 17:49:07,815][demucs.solver][INFO] - Train | Epoch 598 | 1/14 | 0.36 it/sec | Loss 0.2828 | Reco 0.2828 | Grad 2.2008
[2024-12-12 17:49:10,440][demucs.solver][INFO] - Train | Epoch 598 | 2/14 | 0.37 it/sec | Loss 0.2769 | Reco 0.2769 | Grad 1.9798
[2024-12-12 17:49:11,115][demucs.solver][INFO] - Train | Epoch 598 | 3/14 | 0.45 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 2.1397
[2024-12-12 17:49:11,770][demucs.solver][INFO] - Train | Epoch 598 | 4/14 | 0.53 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 2.2352
[2024-12-12 17:49:12,428][demucs.solver][INFO] - Train | Epoch 598 | 5/14 | 0.59 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 2.3707
[2024-12-12 17:49:13,085][demucs.solver][INFO] - Train | Epoch 598 | 6/14 | 0.65 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 2.3456
[2024-12-12 17:49:13,740][demucs.solver][INFO] - Train | Epoch 598 | 7/14 | 0.70 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.3460
[2024-12-12 17:49:14,398][demucs.solver][INFO] - Train | Epoch 598 | 8/14 | 0.74 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 2.4420
[2024-12-12 17:49:15,044][demucs.solver][INFO] - Train | Epoch 598 | 9/14 | 0.78 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 2.3559
[2024-12-12 17:49:15,690][demucs.solver][INFO] - Train | Epoch 598 | 10/14 | 0.82 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.2020
[2024-12-12 17:49:16,336][demucs.solver][INFO] - Train | Epoch 598 | 11/14 | 0.85 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 2.3696
[2024-12-12 17:49:16,978][demucs.solver][INFO] - Train | Epoch 598 | 12/14 | 0.89 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 2.4001
[2024-12-12 17:49:17,623][demucs.solver][INFO] - Train | Epoch 598 | 13/14 | 0.91 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.2939
[2024-12-12 17:49:17,959][demucs.solver][INFO] - Train Summary | Epoch 598 | Loss=0.2508 | Reco=0.2508 | Grad=2.2939
[2024-12-12 17:49:17,960][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:49:17,960][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:49:20,331][demucs.solver][INFO] - Valid | Epoch 598 | 1/20 | 2.38 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.294
[2024-12-12 17:49:20,567][demucs.solver][INFO] - Valid | Epoch 598 | 2/20 | 2.78 it/sec | Loss 0.4474 | Reco 0.4474 | Nsdr 1.065
[2024-12-12 17:49:20,908][demucs.solver][INFO] - Valid | Epoch 598 | 3/20 | 2.82 it/sec | Loss 0.4914 | Reco 0.4914 | Nsdr 1.142
[2024-12-12 17:49:21,139][demucs.solver][INFO] - Valid | Epoch 598 | 4/20 | 3.03 it/sec | Loss 0.5086 | Reco 0.5086 | Nsdr 1.183
[2024-12-12 17:49:21,378][demucs.solver][INFO] - Valid | Epoch 598 | 5/20 | 3.18 it/sec | Loss 0.5301 | Reco 0.5301 | Nsdr 1.175
[2024-12-12 17:49:21,576][demucs.solver][INFO] - Valid | Epoch 598 | 6/20 | 3.35 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.193
[2024-12-12 17:49:21,753][demucs.solver][INFO] - Valid | Epoch 598 | 7/20 | 3.53 it/sec | Loss 0.5350 | Reco 0.5350 | Nsdr 1.211
[2024-12-12 17:49:21,954][demucs.solver][INFO] - Valid | Epoch 598 | 8/20 | 3.65 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.210
[2024-12-12 17:49:22,152][demucs.solver][INFO] - Valid | Epoch 598 | 9/20 | 3.76 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.229
[2024-12-12 17:49:22,381][demucs.solver][INFO] - Valid | Epoch 598 | 10/20 | 3.80 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.212
[2024-12-12 17:49:22,557][demucs.solver][INFO] - Valid | Epoch 598 | 11/20 | 3.91 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.210
[2024-12-12 17:49:22,774][demucs.solver][INFO] - Valid | Epoch 598 | 12/20 | 3.96 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.189
[2024-12-12 17:49:22,972][demucs.solver][INFO] - Valid | Epoch 598 | 13/20 | 4.02 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.192
[2024-12-12 17:49:23,129][demucs.solver][INFO] - Valid | Epoch 598 | 14/20 | 4.12 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.199
[2024-12-12 17:49:23,355][demucs.solver][INFO] - Valid | Epoch 598 | 15/20 | 4.14 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.207
[2024-12-12 17:49:23,575][demucs.solver][INFO] - Valid | Epoch 598 | 16/20 | 4.16 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.213
[2024-12-12 17:49:23,752][demucs.solver][INFO] - Valid | Epoch 598 | 17/20 | 4.22 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.222
[2024-12-12 17:49:23,949][demucs.solver][INFO] - Valid | Epoch 598 | 18/20 | 4.26 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.191
[2024-12-12 17:49:24,147][demucs.solver][INFO] - Valid | Epoch 598 | 19/20 | 4.29 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.203
[2024-12-12 17:49:24,603][demucs.solver][INFO] - Valid Summary | Epoch 598 | Loss=0.5402 | Reco=0.5402 | Nsdr=1.203 | Best=0.5289 | Bname=main
[2024-12-12 17:49:26,201][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:49:26,201][demucs.solver][INFO] - Training...
[2024-12-12 17:49:36,041][demucs.solver][INFO] - Train | Epoch 599 | 1/14 | 0.25 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.9169
[2024-12-12 17:49:36,700][demucs.solver][INFO] - Train | Epoch 599 | 2/14 | 0.35 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 2.0009
[2024-12-12 17:49:37,378][demucs.solver][INFO] - Train | Epoch 599 | 3/14 | 0.43 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.6415
[2024-12-12 17:49:38,032][demucs.solver][INFO] - Train | Epoch 599 | 4/14 | 0.50 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.6419
[2024-12-12 17:49:38,683][demucs.solver][INFO] - Train | Epoch 599 | 5/14 | 0.56 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.4498
[2024-12-12 17:49:39,331][demucs.solver][INFO] - Train | Epoch 599 | 6/14 | 0.62 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 1.6442
[2024-12-12 17:49:39,986][demucs.solver][INFO] - Train | Epoch 599 | 7/14 | 0.67 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.7838
[2024-12-12 17:49:40,639][demucs.solver][INFO] - Train | Epoch 599 | 8/14 | 0.71 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.7200
[2024-12-12 17:49:41,295][demucs.solver][INFO] - Train | Epoch 599 | 9/14 | 0.75 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 2.1041
[2024-12-12 17:49:41,953][demucs.solver][INFO] - Train | Epoch 599 | 10/14 | 0.79 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 1.9636
[2024-12-12 17:49:42,600][demucs.solver][INFO] - Train | Epoch 599 | 11/14 | 0.82 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 1.9740
[2024-12-12 17:49:43,246][demucs.solver][INFO] - Train | Epoch 599 | 12/14 | 0.85 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 2.0318
[2024-12-12 17:49:43,893][demucs.solver][INFO] - Train | Epoch 599 | 13/14 | 0.88 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 2.0224
[2024-12-12 17:49:44,243][demucs.solver][INFO] - Train Summary | Epoch 599 | Loss=0.2529 | Reco=0.2529 | Grad=2.0224
[2024-12-12 17:49:44,243][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:49:44,243][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:49:46,843][demucs.solver][INFO] - Valid | Epoch 599 | 1/20 | 1.85 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.312
[2024-12-12 17:49:47,036][demucs.solver][INFO] - Valid | Epoch 599 | 2/20 | 2.35 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.073
[2024-12-12 17:49:47,384][demucs.solver][INFO] - Valid | Epoch 599 | 3/20 | 2.46 it/sec | Loss 0.4904 | Reco 0.4904 | Nsdr 1.169
[2024-12-12 17:49:47,753][demucs.solver][INFO] - Valid | Epoch 599 | 4/20 | 2.51 it/sec | Loss 0.5075 | Reco 0.5075 | Nsdr 1.209
[2024-12-12 17:49:47,967][demucs.solver][INFO] - Valid | Epoch 599 | 5/20 | 2.72 it/sec | Loss 0.5285 | Reco 0.5285 | Nsdr 1.202
[2024-12-12 17:49:48,168][demucs.solver][INFO] - Valid | Epoch 599 | 6/20 | 2.91 it/sec | Loss 0.5125 | Reco 0.5125 | Nsdr 1.220
[2024-12-12 17:49:48,365][demucs.solver][INFO] - Valid | Epoch 599 | 7/20 | 3.07 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.243
[2024-12-12 17:49:48,543][demucs.solver][INFO] - Valid | Epoch 599 | 8/20 | 3.23 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.239
[2024-12-12 17:49:48,699][demucs.solver][INFO] - Valid | Epoch 599 | 9/20 | 3.40 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.261
[2024-12-12 17:49:48,927][demucs.solver][INFO] - Valid | Epoch 599 | 10/20 | 3.47 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.245
[2024-12-12 17:49:49,146][demucs.solver][INFO] - Valid | Epoch 599 | 11/20 | 3.54 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.241
[2024-12-12 17:49:49,367][demucs.solver][INFO] - Valid | Epoch 599 | 12/20 | 3.61 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.218
[2024-12-12 17:49:49,564][demucs.solver][INFO] - Valid | Epoch 599 | 13/20 | 3.68 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.217
[2024-12-12 17:49:49,763][demucs.solver][INFO] - Valid | Epoch 599 | 14/20 | 3.75 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.226
[2024-12-12 17:49:49,959][demucs.solver][INFO] - Valid | Epoch 599 | 15/20 | 3.81 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.234
[2024-12-12 17:49:50,176][demucs.solver][INFO] - Valid | Epoch 599 | 16/20 | 3.85 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.239
[2024-12-12 17:49:50,372][demucs.solver][INFO] - Valid | Epoch 599 | 17/20 | 3.90 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.249
[2024-12-12 17:49:50,567][demucs.solver][INFO] - Valid | Epoch 599 | 18/20 | 3.95 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.215
[2024-12-12 17:49:50,746][demucs.solver][INFO] - Valid | Epoch 599 | 19/20 | 4.01 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.229
[2024-12-12 17:49:51,260][demucs.solver][INFO] - Valid Summary | Epoch 599 | Loss=0.5384 | Reco=0.5384 | Nsdr=1.229 | Best=0.5289 | Bname=main
[2024-12-12 17:49:52,906][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:49:52,908][demucs.solver][INFO] - Training...
[2024-12-12 17:50:02,132][demucs.solver][INFO] - Train | Epoch 600 | 1/14 | 0.26 it/sec | Loss 0.2647 | Reco 0.2647 | Grad 3.2988
[2024-12-12 17:50:02,793][demucs.solver][INFO] - Train | Epoch 600 | 2/14 | 0.36 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 3.4113
[2024-12-12 17:50:03,456][demucs.solver][INFO] - Train | Epoch 600 | 3/14 | 0.45 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 2.9478
[2024-12-12 17:50:04,116][demucs.solver][INFO] - Train | Epoch 600 | 4/14 | 0.52 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 2.8234
[2024-12-12 17:50:04,776][demucs.solver][INFO] - Train | Epoch 600 | 5/14 | 0.59 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 2.5061
[2024-12-12 17:50:05,433][demucs.solver][INFO] - Train | Epoch 600 | 6/14 | 0.64 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.2742
[2024-12-12 17:50:07,865][demucs.solver][INFO] - Train | Epoch 600 | 7/14 | 0.60 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.0448
[2024-12-12 17:50:08,513][demucs.solver][INFO] - Train | Epoch 600 | 8/14 | 0.64 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 1.9219
[2024-12-12 17:50:09,156][demucs.solver][INFO] - Train | Epoch 600 | 9/14 | 0.68 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.7713
[2024-12-12 17:50:09,802][demucs.solver][INFO] - Train | Epoch 600 | 10/14 | 0.72 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.6927
[2024-12-12 17:50:10,449][demucs.solver][INFO] - Train | Epoch 600 | 11/14 | 0.75 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 1.6584
[2024-12-12 17:50:11,096][demucs.solver][INFO] - Train | Epoch 600 | 12/14 | 0.79 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 1.5810
[2024-12-12 17:50:11,742][demucs.solver][INFO] - Train | Epoch 600 | 13/14 | 0.81 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.5243
[2024-12-12 17:50:12,112][demucs.solver][INFO] - Train Summary | Epoch 600 | Loss=0.2381 | Reco=0.2381 | Grad=1.5243
[2024-12-12 17:50:12,113][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:50:12,113][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:50:14,660][demucs.solver][INFO] - Valid | Epoch 600 | 1/20 | 2.08 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.277
[2024-12-12 17:50:14,841][demucs.solver][INFO] - Valid | Epoch 600 | 2/20 | 2.63 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.040
[2024-12-12 17:50:15,039][demucs.solver][INFO] - Valid | Epoch 600 | 3/20 | 2.99 it/sec | Loss 0.4926 | Reco 0.4926 | Nsdr 1.132
[2024-12-12 17:50:15,223][demucs.solver][INFO] - Valid | Epoch 600 | 4/20 | 3.28 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.175
[2024-12-12 17:50:15,425][demucs.solver][INFO] - Valid | Epoch 600 | 5/20 | 3.48 it/sec | Loss 0.5306 | Reco 0.5306 | Nsdr 1.173
[2024-12-12 17:50:15,584][demucs.solver][INFO] - Valid | Epoch 600 | 6/20 | 3.71 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.190
[2024-12-12 17:50:15,764][demucs.solver][INFO] - Valid | Epoch 600 | 7/20 | 3.87 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.210
[2024-12-12 17:50:15,944][demucs.solver][INFO] - Valid | Epoch 600 | 8/20 | 4.01 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.207
[2024-12-12 17:50:16,101][demucs.solver][INFO] - Valid | Epoch 600 | 9/20 | 4.16 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.228
[2024-12-12 17:50:16,326][demucs.solver][INFO] - Valid | Epoch 600 | 10/20 | 4.19 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.210
[2024-12-12 17:50:16,549][demucs.solver][INFO] - Valid | Epoch 600 | 11/20 | 4.21 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.207
[2024-12-12 17:50:16,726][demucs.solver][INFO] - Valid | Epoch 600 | 12/20 | 4.30 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.186
[2024-12-12 17:50:16,926][demucs.solver][INFO] - Valid | Epoch 600 | 13/20 | 4.34 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.186
[2024-12-12 17:50:17,081][demucs.solver][INFO] - Valid | Epoch 600 | 14/20 | 4.44 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.194
[2024-12-12 17:50:17,276][demucs.solver][INFO] - Valid | Epoch 600 | 15/20 | 4.47 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.201
[2024-12-12 17:50:17,474][demucs.solver][INFO] - Valid | Epoch 600 | 16/20 | 4.50 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.208
[2024-12-12 17:50:17,669][demucs.solver][INFO] - Valid | Epoch 600 | 17/20 | 4.53 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.215
[2024-12-12 17:50:17,864][demucs.solver][INFO] - Valid | Epoch 600 | 18/20 | 4.56 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.183
[2024-12-12 17:50:18,061][demucs.solver][INFO] - Valid | Epoch 600 | 19/20 | 4.59 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.195
[2024-12-12 17:50:18,459][demucs.solver][INFO] - Valid Summary | Epoch 600 | Loss=0.5409 | Reco=0.5409 | Nsdr=1.195 | Best=0.5289 | Bname=main
[2024-12-12 17:50:18,459][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:50:18,459][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 17:50:32,956][demucs.evaluate][INFO] - Eval | 1/20 | 0.28 it/sec
[2024-12-12 17:50:36,595][demucs.evaluate][INFO] - Eval | 2/20 | 0.28 it/sec
[2024-12-12 17:50:40,392][demucs.evaluate][INFO] - Eval | 3/20 | 0.27 it/sec
[2024-12-12 17:50:44,144][demucs.evaluate][INFO] - Eval | 4/20 | 0.27 it/sec
[2024-12-12 17:50:47,788][demucs.evaluate][INFO] - Eval | 5/20 | 0.27 it/sec
[2024-12-12 17:50:51,429][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 17:50:55,037][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 17:50:58,644][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 17:51:02,391][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 17:51:06,068][demucs.evaluate][INFO] - Eval | 10/20 | 0.27 it/sec
[2024-12-12 17:51:09,807][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 17:51:13,361][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 17:51:16,877][demucs.evaluate][INFO] - Eval | 13/20 | 0.27 it/sec
[2024-12-12 17:51:20,438][demucs.evaluate][INFO] - Eval | 14/20 | 0.27 it/sec
[2024-12-12 17:51:24,017][demucs.evaluate][INFO] - Eval | 15/20 | 0.27 it/sec
[2024-12-12 17:51:27,738][demucs.evaluate][INFO] - Eval | 16/20 | 0.27 it/sec
[2024-12-12 17:51:31,365][demucs.evaluate][INFO] - Eval | 17/20 | 0.27 it/sec
[2024-12-12 17:51:34,893][demucs.evaluate][INFO] - Eval | 18/20 | 0.27 it/sec
[2024-12-12 17:51:38,449][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 17:51:38,466][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 122.42 it/sec
[2024-12-12 17:51:38,475][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 116.98 it/sec
[2024-12-12 17:51:38,486][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 109.88 it/sec
[2024-12-12 17:51:38,495][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 110.12 it/sec
[2024-12-12 17:51:38,509][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 100.94 it/sec
[2024-12-12 17:51:38,516][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 104.80 it/sec
[2024-12-12 17:51:38,525][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 106.35 it/sec
[2024-12-12 17:51:38,535][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 104.79 it/sec
[2024-12-12 17:51:38,543][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 107.31 it/sec
[2024-12-12 17:51:38,553][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 105.98 it/sec
[2024-12-12 17:51:38,560][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 108.17 it/sec
[2024-12-12 17:51:38,566][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 111.44 it/sec
[2024-12-12 17:51:38,578][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 109.07 it/sec
[2024-12-12 17:51:38,585][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 110.38 it/sec
[2024-12-12 17:51:38,591][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 112.70 it/sec
[2024-12-12 17:51:38,598][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 114.70 it/sec
[2024-12-12 17:51:38,604][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 116.70 it/sec
[2024-12-12 17:51:38,612][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 117.09 it/sec
[2024-12-12 17:51:38,618][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 118.79 it/sec
[2024-12-12 17:51:38,672][demucs.solver][INFO] - Test Summary | Epoch 600 | Nsdr=1.116 | Nsdr_drums=1.103 | Nsdr_bass=1.126 | Nsdr_other=1.109 | Nsdr_vocals=1.124
[2024-12-12 17:51:40,149][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:51:40,150][demucs.solver][INFO] - Training...
[2024-12-12 17:51:50,263][demucs.solver][INFO] - Train | Epoch 601 | 1/14 | 0.23 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.1972
[2024-12-12 17:51:50,934][demucs.solver][INFO] - Train | Epoch 601 | 2/14 | 0.32 it/sec | Loss 0.2327 | Reco 0.2327 | Grad 1.7606
[2024-12-12 17:51:51,592][demucs.solver][INFO] - Train | Epoch 601 | 3/14 | 0.40 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.4941
[2024-12-12 17:51:52,253][demucs.solver][INFO] - Train | Epoch 601 | 4/14 | 0.47 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.5549
[2024-12-12 17:51:52,918][demucs.solver][INFO] - Train | Epoch 601 | 5/14 | 0.53 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.9357
[2024-12-12 17:51:53,577][demucs.solver][INFO] - Train | Epoch 601 | 6/14 | 0.59 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.7117
[2024-12-12 17:51:54,231][demucs.solver][INFO] - Train | Epoch 601 | 7/14 | 0.64 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.0038
[2024-12-12 17:51:54,883][demucs.solver][INFO] - Train | Epoch 601 | 8/14 | 0.68 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 2.1826
[2024-12-12 17:51:55,531][demucs.solver][INFO] - Train | Epoch 601 | 9/14 | 0.72 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.9869
[2024-12-12 17:51:56,178][demucs.solver][INFO] - Train | Epoch 601 | 10/14 | 0.76 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 2.0587
[2024-12-12 17:51:56,822][demucs.solver][INFO] - Train | Epoch 601 | 11/14 | 0.79 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.0957
[2024-12-12 17:51:57,471][demucs.solver][INFO] - Train | Epoch 601 | 12/14 | 0.82 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.1240
[2024-12-12 17:51:58,116][demucs.solver][INFO] - Train | Epoch 601 | 13/14 | 0.85 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.9947
[2024-12-12 17:51:58,448][demucs.solver][INFO] - Train Summary | Epoch 601 | Loss=0.2441 | Reco=0.2441 | Grad=1.9947
[2024-12-12 17:51:58,449][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:51:58,449][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:52:00,960][demucs.solver][INFO] - Valid | Epoch 601 | 1/20 | 2.25 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.303
[2024-12-12 17:52:01,167][demucs.solver][INFO] - Valid | Epoch 601 | 2/20 | 2.73 it/sec | Loss 0.4473 | Reco 0.4473 | Nsdr 1.063
[2024-12-12 17:52:01,384][demucs.solver][INFO] - Valid | Epoch 601 | 3/20 | 3.04 it/sec | Loss 0.4908 | Reco 0.4908 | Nsdr 1.154
[2024-12-12 17:52:01,585][demucs.solver][INFO] - Valid | Epoch 601 | 4/20 | 3.30 it/sec | Loss 0.5077 | Reco 0.5077 | Nsdr 1.201
[2024-12-12 17:52:01,808][demucs.solver][INFO] - Valid | Epoch 601 | 5/20 | 3.45 it/sec | Loss 0.5283 | Reco 0.5283 | Nsdr 1.204
[2024-12-12 17:52:02,006][demucs.solver][INFO] - Valid | Epoch 601 | 6/20 | 3.62 it/sec | Loss 0.5124 | Reco 0.5124 | Nsdr 1.221
[2024-12-12 17:52:02,206][demucs.solver][INFO] - Valid | Epoch 601 | 7/20 | 3.74 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.243
[2024-12-12 17:52:02,406][demucs.solver][INFO] - Valid | Epoch 601 | 8/20 | 3.85 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.243
[2024-12-12 17:52:02,603][demucs.solver][INFO] - Valid | Epoch 601 | 9/20 | 3.95 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.263
[2024-12-12 17:52:02,827][demucs.solver][INFO] - Valid | Epoch 601 | 10/20 | 3.99 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.245
[2024-12-12 17:52:03,049][demucs.solver][INFO] - Valid | Epoch 601 | 11/20 | 4.03 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.242
[2024-12-12 17:52:03,267][demucs.solver][INFO] - Valid | Epoch 601 | 12/20 | 4.07 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.219
[2024-12-12 17:52:03,463][demucs.solver][INFO] - Valid | Epoch 601 | 13/20 | 4.13 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.219
[2024-12-12 17:52:03,621][demucs.solver][INFO] - Valid | Epoch 601 | 14/20 | 4.22 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.227
[2024-12-12 17:52:03,796][demucs.solver][INFO] - Valid | Epoch 601 | 15/20 | 4.29 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.234
[2024-12-12 17:52:03,993][demucs.solver][INFO] - Valid | Epoch 601 | 16/20 | 4.33 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.240
[2024-12-12 17:52:04,202][demucs.solver][INFO] - Valid | Epoch 601 | 17/20 | 4.36 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.246
[2024-12-12 17:52:04,402][demucs.solver][INFO] - Valid | Epoch 601 | 18/20 | 4.39 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.212
[2024-12-12 17:52:04,623][demucs.solver][INFO] - Valid | Epoch 601 | 19/20 | 4.39 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.225
[2024-12-12 17:52:05,031][demucs.solver][INFO] - Valid Summary | Epoch 601 | Loss=0.5387 | Reco=0.5387 | Nsdr=1.225 | Best=0.5289 | Bname=main
[2024-12-12 17:52:06,463][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:52:06,464][demucs.solver][INFO] - Training...
[2024-12-12 17:52:14,978][demucs.solver][INFO] - Train | Epoch 602 | 1/14 | 0.29 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 2.9164
[2024-12-12 17:52:16,408][demucs.solver][INFO] - Train | Epoch 602 | 2/14 | 0.36 it/sec | Loss 0.2268 | Reco 0.2268 | Grad 2.5912
[2024-12-12 17:52:17,071][demucs.solver][INFO] - Train | Epoch 602 | 3/14 | 0.44 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.6970
[2024-12-12 17:52:17,730][demucs.solver][INFO] - Train | Epoch 602 | 4/14 | 0.52 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.7223
[2024-12-12 17:52:18,394][demucs.solver][INFO] - Train | Epoch 602 | 5/14 | 0.58 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.9951
[2024-12-12 17:52:19,046][demucs.solver][INFO] - Train | Epoch 602 | 6/14 | 0.64 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 2.9958
[2024-12-12 17:52:19,702][demucs.solver][INFO] - Train | Epoch 602 | 7/14 | 0.69 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 3.0665
[2024-12-12 17:52:20,354][demucs.solver][INFO] - Train | Epoch 602 | 8/14 | 0.73 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 3.0924
[2024-12-12 17:52:21,003][demucs.solver][INFO] - Train | Epoch 602 | 9/14 | 0.77 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 2.9165
[2024-12-12 17:52:21,661][demucs.solver][INFO] - Train | Epoch 602 | 10/14 | 0.81 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.9285
[2024-12-12 17:52:22,319][demucs.solver][INFO] - Train | Epoch 602 | 11/14 | 0.84 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.8201
[2024-12-12 17:52:23,103][demucs.solver][INFO] - Train | Epoch 602 | 12/14 | 0.86 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.8226
[2024-12-12 17:52:23,777][demucs.solver][INFO] - Train | Epoch 602 | 13/14 | 0.89 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.6440
[2024-12-12 17:52:24,126][demucs.solver][INFO] - Train Summary | Epoch 602 | Loss=0.2456 | Reco=0.2456 | Grad=2.6440
[2024-12-12 17:52:24,127][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:52:24,127][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:52:26,970][demucs.solver][INFO] - Valid | Epoch 602 | 1/20 | 1.77 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.309
[2024-12-12 17:52:27,378][demucs.solver][INFO] - Valid | Epoch 602 | 2/20 | 1.95 it/sec | Loss 0.4470 | Reco 0.4470 | Nsdr 1.063
[2024-12-12 17:52:27,878][demucs.solver][INFO] - Valid | Epoch 602 | 3/20 | 1.97 it/sec | Loss 0.4903 | Reco 0.4903 | Nsdr 1.161
[2024-12-12 17:52:28,294][demucs.solver][INFO] - Valid | Epoch 602 | 4/20 | 2.04 it/sec | Loss 0.5070 | Reco 0.5070 | Nsdr 1.208
[2024-12-12 17:52:28,664][demucs.solver][INFO] - Valid | Epoch 602 | 5/20 | 2.13 it/sec | Loss 0.5274 | Reco 0.5274 | Nsdr 1.210
[2024-12-12 17:52:28,903][demucs.solver][INFO] - Valid | Epoch 602 | 6/20 | 2.29 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.229
[2024-12-12 17:52:29,341][demucs.solver][INFO] - Valid | Epoch 602 | 7/20 | 2.29 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.252
[2024-12-12 17:52:29,702][demucs.solver][INFO] - Valid | Epoch 602 | 8/20 | 2.33 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.253
[2024-12-12 17:52:30,055][demucs.solver][INFO] - Valid | Epoch 602 | 9/20 | 2.37 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.274
[2024-12-12 17:52:30,284][demucs.solver][INFO] - Valid | Epoch 602 | 10/20 | 2.48 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.256
[2024-12-12 17:52:30,606][demucs.solver][INFO] - Valid | Epoch 602 | 11/20 | 2.52 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.252
[2024-12-12 17:52:30,905][demucs.solver][INFO] - Valid | Epoch 602 | 12/20 | 2.57 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.231
[2024-12-12 17:52:31,169][demucs.solver][INFO] - Valid | Epoch 602 | 13/20 | 2.63 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.233
[2024-12-12 17:52:31,588][demucs.solver][INFO] - Valid | Epoch 602 | 14/20 | 2.61 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.241
[2024-12-12 17:52:32,003][demucs.solver][INFO] - Valid | Epoch 602 | 15/20 | 2.60 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.249
[2024-12-12 17:52:32,188][demucs.solver][INFO] - Valid | Epoch 602 | 16/20 | 2.68 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.255
[2024-12-12 17:52:32,514][demucs.solver][INFO] - Valid | Epoch 602 | 17/20 | 2.70 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.261
[2024-12-12 17:52:32,836][demucs.solver][INFO] - Valid | Epoch 602 | 18/20 | 2.72 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.226
[2024-12-12 17:52:33,225][demucs.solver][INFO] - Valid | Epoch 602 | 19/20 | 2.71 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.240
[2024-12-12 17:52:33,640][demucs.solver][INFO] - Valid Summary | Epoch 602 | Loss=0.5373 | Reco=0.5373 | Nsdr=1.240 | Best=0.5289 | Bname=main
[2024-12-12 17:52:35,204][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:52:35,205][demucs.solver][INFO] - Training...
[2024-12-12 17:52:46,485][demucs.solver][INFO] - Train | Epoch 603 | 1/14 | 0.21 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 0.6998
[2024-12-12 17:52:47,143][demucs.solver][INFO] - Train | Epoch 603 | 2/14 | 0.30 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.1197
[2024-12-12 17:52:47,809][demucs.solver][INFO] - Train | Epoch 603 | 3/14 | 0.37 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.7433
[2024-12-12 17:52:48,475][demucs.solver][INFO] - Train | Epoch 603 | 4/14 | 0.44 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.7910
[2024-12-12 17:52:49,133][demucs.solver][INFO] - Train | Epoch 603 | 5/14 | 0.49 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.6978
[2024-12-12 17:52:49,790][demucs.solver][INFO] - Train | Epoch 603 | 6/14 | 0.55 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.9229
[2024-12-12 17:52:50,446][demucs.solver][INFO] - Train | Epoch 603 | 7/14 | 0.59 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.8707
[2024-12-12 17:52:51,102][demucs.solver][INFO] - Train | Epoch 603 | 8/14 | 0.64 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 1.9162
[2024-12-12 17:52:51,759][demucs.solver][INFO] - Train | Epoch 603 | 9/14 | 0.68 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.7585
[2024-12-12 17:52:52,417][demucs.solver][INFO] - Train | Epoch 603 | 10/14 | 0.71 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 1.8808
[2024-12-12 17:52:53,173][demucs.solver][INFO] - Train | Epoch 603 | 11/14 | 0.74 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 2.0040
[2024-12-12 17:52:53,828][demucs.solver][INFO] - Train | Epoch 603 | 12/14 | 0.77 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.9835
[2024-12-12 17:52:54,477][demucs.solver][INFO] - Train | Epoch 603 | 13/14 | 0.80 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 2.0507
[2024-12-12 17:52:54,820][demucs.solver][INFO] - Train Summary | Epoch 603 | Loss=0.2401 | Reco=0.2401 | Grad=2.0507
[2024-12-12 17:52:54,821][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:52:54,821][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:52:57,381][demucs.solver][INFO] - Valid | Epoch 603 | 1/20 | 2.20 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.311
[2024-12-12 17:52:57,576][demucs.solver][INFO] - Valid | Epoch 603 | 2/20 | 2.71 it/sec | Loss 0.4468 | Reco 0.4468 | Nsdr 1.072
[2024-12-12 17:52:57,894][demucs.solver][INFO] - Valid | Epoch 603 | 3/20 | 2.81 it/sec | Loss 0.4907 | Reco 0.4907 | Nsdr 1.160
[2024-12-12 17:52:58,218][demucs.solver][INFO] - Valid | Epoch 603 | 4/20 | 2.86 it/sec | Loss 0.5077 | Reco 0.5077 | Nsdr 1.203
[2024-12-12 17:52:58,480][demucs.solver][INFO] - Valid | Epoch 603 | 5/20 | 2.99 it/sec | Loss 0.5291 | Reco 0.5291 | Nsdr 1.192
[2024-12-12 17:52:58,778][demucs.solver][INFO] - Valid | Epoch 603 | 6/20 | 3.03 it/sec | Loss 0.5130 | Reco 0.5130 | Nsdr 1.212
[2024-12-12 17:52:59,097][demucs.solver][INFO] - Valid | Epoch 603 | 7/20 | 3.05 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.233
[2024-12-12 17:52:59,367][demucs.solver][INFO] - Valid | Epoch 603 | 8/20 | 3.11 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.230
[2024-12-12 17:52:59,557][demucs.solver][INFO] - Valid | Epoch 603 | 9/20 | 3.24 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.252
[2024-12-12 17:52:59,763][demucs.solver][INFO] - Valid | Epoch 603 | 10/20 | 3.34 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.235
[2024-12-12 17:52:59,969][demucs.solver][INFO] - Valid | Epoch 603 | 11/20 | 3.43 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.233
[2024-12-12 17:53:00,170][demucs.solver][INFO] - Valid | Epoch 603 | 12/20 | 3.51 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.211
[2024-12-12 17:53:00,371][demucs.solver][INFO] - Valid | Epoch 603 | 13/20 | 3.59 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.211
[2024-12-12 17:53:00,619][demucs.solver][INFO] - Valid | Epoch 603 | 14/20 | 3.62 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.219
[2024-12-12 17:53:00,956][demucs.solver][INFO] - Valid | Epoch 603 | 15/20 | 3.57 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.227
[2024-12-12 17:53:01,237][demucs.solver][INFO] - Valid | Epoch 603 | 16/20 | 3.57 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.233
[2024-12-12 17:53:01,452][demucs.solver][INFO] - Valid | Epoch 603 | 17/20 | 3.61 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.242
[2024-12-12 17:53:01,693][demucs.solver][INFO] - Valid | Epoch 603 | 18/20 | 3.64 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.209
[2024-12-12 17:53:01,927][demucs.solver][INFO] - Valid | Epoch 603 | 19/20 | 3.67 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.223
[2024-12-12 17:53:02,300][demucs.solver][INFO] - Valid Summary | Epoch 603 | Loss=0.5387 | Reco=0.5387 | Nsdr=1.223 | Best=0.5289 | Bname=main
[2024-12-12 17:53:03,943][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:53:03,944][demucs.solver][INFO] - Training...
[2024-12-12 17:53:14,603][demucs.solver][INFO] - Train | Epoch 604 | 1/14 | 0.22 it/sec | Loss 0.2156 | Reco 0.2156 | Grad 2.4289
[2024-12-12 17:53:15,270][demucs.solver][INFO] - Train | Epoch 604 | 2/14 | 0.31 it/sec | Loss 0.2163 | Reco 0.2163 | Grad 1.9395
[2024-12-12 17:53:15,940][demucs.solver][INFO] - Train | Epoch 604 | 3/14 | 0.38 it/sec | Loss 0.2171 | Reco 0.2171 | Grad 2.1373
[2024-12-12 17:53:16,595][demucs.solver][INFO] - Train | Epoch 604 | 4/14 | 0.45 it/sec | Loss 0.2281 | Reco 0.2281 | Grad 2.2312
[2024-12-12 17:53:17,252][demucs.solver][INFO] - Train | Epoch 604 | 5/14 | 0.51 it/sec | Loss 0.2292 | Reco 0.2292 | Grad 2.2803
[2024-12-12 17:53:17,901][demucs.solver][INFO] - Train | Epoch 604 | 6/14 | 0.57 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 2.0942
[2024-12-12 17:53:18,551][demucs.solver][INFO] - Train | Epoch 604 | 7/14 | 0.61 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.1511
[2024-12-12 17:53:19,195][demucs.solver][INFO] - Train | Epoch 604 | 8/14 | 0.66 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.4901
[2024-12-12 17:53:19,838][demucs.solver][INFO] - Train | Epoch 604 | 9/14 | 0.70 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.3512
[2024-12-12 17:53:20,485][demucs.solver][INFO] - Train | Epoch 604 | 10/14 | 0.74 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.2049
[2024-12-12 17:53:21,129][demucs.solver][INFO] - Train | Epoch 604 | 11/14 | 0.77 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 2.2666
[2024-12-12 17:53:21,774][demucs.solver][INFO] - Train | Epoch 604 | 12/14 | 0.80 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 2.2617
[2024-12-12 17:53:22,418][demucs.solver][INFO] - Train | Epoch 604 | 13/14 | 0.83 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 2.2440
[2024-12-12 17:53:22,773][demucs.solver][INFO] - Train Summary | Epoch 604 | Loss=0.2461 | Reco=0.2461 | Grad=2.2440
[2024-12-12 17:53:22,773][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:53:22,773][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:53:25,130][demucs.solver][INFO] - Valid | Epoch 604 | 1/20 | 2.70 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.293
[2024-12-12 17:53:25,435][demucs.solver][INFO] - Valid | Epoch 604 | 2/20 | 2.87 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.062
[2024-12-12 17:53:25,591][demucs.solver][INFO] - Valid | Epoch 604 | 3/20 | 3.33 it/sec | Loss 0.4926 | Reco 0.4926 | Nsdr 1.147
[2024-12-12 17:53:25,840][demucs.solver][INFO] - Valid | Epoch 604 | 4/20 | 3.45 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.185
[2024-12-12 17:53:26,020][demucs.solver][INFO] - Valid | Epoch 604 | 5/20 | 3.68 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.180
[2024-12-12 17:53:26,222][demucs.solver][INFO] - Valid | Epoch 604 | 6/20 | 3.82 it/sec | Loss 0.5149 | Reco 0.5149 | Nsdr 1.198
[2024-12-12 17:53:26,444][demucs.solver][INFO] - Valid | Epoch 604 | 7/20 | 3.90 it/sec | Loss 0.5359 | Reco 0.5359 | Nsdr 1.216
[2024-12-12 17:53:26,671][demucs.solver][INFO] - Valid | Epoch 604 | 8/20 | 3.95 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.209
[2024-12-12 17:53:26,873][demucs.solver][INFO] - Valid | Epoch 604 | 9/20 | 4.03 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.230
[2024-12-12 17:53:27,099][demucs.solver][INFO] - Valid | Epoch 604 | 10/20 | 4.06 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.215
[2024-12-12 17:53:27,294][demucs.solver][INFO] - Valid | Epoch 604 | 11/20 | 4.13 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.212
[2024-12-12 17:53:27,513][demucs.solver][INFO] - Valid | Epoch 604 | 12/20 | 4.16 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.191
[2024-12-12 17:53:27,717][demucs.solver][INFO] - Valid | Epoch 604 | 13/20 | 4.21 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.193
[2024-12-12 17:53:27,916][demucs.solver][INFO] - Valid | Epoch 604 | 14/20 | 4.25 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.201
[2024-12-12 17:53:28,092][demucs.solver][INFO] - Valid | Epoch 604 | 15/20 | 4.32 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.209
[2024-12-12 17:53:28,316][demucs.solver][INFO] - Valid | Epoch 604 | 16/20 | 4.33 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.215
[2024-12-12 17:53:28,516][demucs.solver][INFO] - Valid | Epoch 604 | 17/20 | 4.36 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.225
[2024-12-12 17:53:28,711][demucs.solver][INFO] - Valid | Epoch 604 | 18/20 | 4.40 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.192
[2024-12-12 17:53:28,910][demucs.solver][INFO] - Valid | Epoch 604 | 19/20 | 4.42 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.206
[2024-12-12 17:53:29,302][demucs.solver][INFO] - Valid Summary | Epoch 604 | Loss=0.5409 | Reco=0.5409 | Nsdr=1.206 | Best=0.5289 | Bname=main
[2024-12-12 17:53:30,878][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:53:30,879][demucs.solver][INFO] - Training...
[2024-12-12 17:53:41,710][demucs.solver][INFO] - Train | Epoch 605 | 1/14 | 0.22 it/sec | Loss 0.1966 | Reco 0.1966 | Grad 2.6101
[2024-12-12 17:53:42,386][demucs.solver][INFO] - Train | Epoch 605 | 2/14 | 0.30 it/sec | Loss 0.2124 | Reco 0.2124 | Grad 2.6221
[2024-12-12 17:53:43,059][demucs.solver][INFO] - Train | Epoch 605 | 3/14 | 0.38 it/sec | Loss 0.2184 | Reco 0.2184 | Grad 2.0338
[2024-12-12 17:53:43,731][demucs.solver][INFO] - Train | Epoch 605 | 4/14 | 0.44 it/sec | Loss 0.2273 | Reco 0.2273 | Grad 2.0187
[2024-12-12 17:53:44,398][demucs.solver][INFO] - Train | Epoch 605 | 5/14 | 0.50 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 2.4054
[2024-12-12 17:53:45,075][demucs.solver][INFO] - Train | Epoch 605 | 6/14 | 0.55 it/sec | Loss 0.2308 | Reco 0.2308 | Grad 2.3056
[2024-12-12 17:53:45,749][demucs.solver][INFO] - Train | Epoch 605 | 7/14 | 0.60 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 2.1807
[2024-12-12 17:53:46,396][demucs.solver][INFO] - Train | Epoch 605 | 8/14 | 0.65 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 2.2878
[2024-12-12 17:53:47,041][demucs.solver][INFO] - Train | Epoch 605 | 9/14 | 0.69 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 2.5034
[2024-12-12 17:53:47,691][demucs.solver][INFO] - Train | Epoch 605 | 10/14 | 0.72 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.6526
[2024-12-12 17:53:48,346][demucs.solver][INFO] - Train | Epoch 605 | 11/14 | 0.76 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.7097
[2024-12-12 17:53:49,579][demucs.solver][INFO] - Train | Epoch 605 | 12/14 | 0.76 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 2.7000
[2024-12-12 17:53:50,754][demucs.solver][INFO] - Train | Epoch 605 | 13/14 | 0.77 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 2.6496
[2024-12-12 17:53:51,095][demucs.solver][INFO] - Train Summary | Epoch 605 | Loss=0.2357 | Reco=0.2357 | Grad=2.6496
[2024-12-12 17:53:51,095][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:53:51,096][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:53:53,994][demucs.solver][INFO] - Valid | Epoch 605 | 1/20 | 1.71 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.280
[2024-12-12 17:53:54,386][demucs.solver][INFO] - Valid | Epoch 605 | 2/20 | 1.92 it/sec | Loss 0.4480 | Reco 0.4480 | Nsdr 1.051
[2024-12-12 17:53:54,667][demucs.solver][INFO] - Valid | Epoch 605 | 3/20 | 2.17 it/sec | Loss 0.4919 | Reco 0.4919 | Nsdr 1.131
[2024-12-12 17:53:54,970][demucs.solver][INFO] - Valid | Epoch 605 | 4/20 | 2.33 it/sec | Loss 0.5089 | Reco 0.5089 | Nsdr 1.174
[2024-12-12 17:53:55,241][demucs.solver][INFO] - Valid | Epoch 605 | 5/20 | 2.48 it/sec | Loss 0.5303 | Reco 0.5303 | Nsdr 1.166
[2024-12-12 17:53:55,450][demucs.solver][INFO] - Valid | Epoch 605 | 6/20 | 2.67 it/sec | Loss 0.5144 | Reco 0.5144 | Nsdr 1.184
[2024-12-12 17:53:55,631][demucs.solver][INFO] - Valid | Epoch 605 | 7/20 | 2.85 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.204
[2024-12-12 17:53:55,830][demucs.solver][INFO] - Valid | Epoch 605 | 8/20 | 2.99 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.203
[2024-12-12 17:53:55,988][demucs.solver][INFO] - Valid | Epoch 605 | 9/20 | 3.16 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.224
[2024-12-12 17:53:56,190][demucs.solver][INFO] - Valid | Epoch 605 | 10/20 | 3.27 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.206
[2024-12-12 17:53:56,364][demucs.solver][INFO] - Valid | Epoch 605 | 11/20 | 3.39 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.204
[2024-12-12 17:53:56,561][demucs.solver][INFO] - Valid | Epoch 605 | 12/20 | 3.48 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.182
[2024-12-12 17:53:56,738][demucs.solver][INFO] - Valid | Epoch 605 | 13/20 | 3.58 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.184
[2024-12-12 17:53:56,955][demucs.solver][INFO] - Valid | Epoch 605 | 14/20 | 3.63 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.192
[2024-12-12 17:53:57,156][demucs.solver][INFO] - Valid | Epoch 605 | 15/20 | 3.69 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.200
[2024-12-12 17:53:57,372][demucs.solver][INFO] - Valid | Epoch 605 | 16/20 | 3.74 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.206
[2024-12-12 17:53:57,552][demucs.solver][INFO] - Valid | Epoch 605 | 17/20 | 3.81 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.212
[2024-12-12 17:53:57,771][demucs.solver][INFO] - Valid | Epoch 605 | 18/20 | 3.84 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.180
[2024-12-12 17:53:57,968][demucs.solver][INFO] - Valid | Epoch 605 | 19/20 | 3.89 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.191
[2024-12-12 17:53:58,347][demucs.solver][INFO] - Valid Summary | Epoch 605 | Loss=0.5413 | Reco=0.5413 | Nsdr=1.191 | Best=0.5289 | Bname=main
[2024-12-12 17:53:59,879][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:53:59,880][demucs.solver][INFO] - Training...
[2024-12-12 17:54:08,256][demucs.solver][INFO] - Train | Epoch 606 | 1/14 | 0.30 it/sec | Loss 0.2196 | Reco 0.2196 | Grad 3.3698
[2024-12-12 17:54:10,300][demucs.solver][INFO] - Train | Epoch 606 | 2/14 | 0.34 it/sec | Loss 0.2296 | Reco 0.2296 | Grad 3.6383
[2024-12-12 17:54:10,968][demucs.solver][INFO] - Train | Epoch 606 | 3/14 | 0.42 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.9163
[2024-12-12 17:54:11,629][demucs.solver][INFO] - Train | Epoch 606 | 4/14 | 0.49 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 2.5336
[2024-12-12 17:54:12,287][demucs.solver][INFO] - Train | Epoch 606 | 5/14 | 0.56 it/sec | Loss 0.2322 | Reco 0.2322 | Grad 2.6450
[2024-12-12 17:54:12,943][demucs.solver][INFO] - Train | Epoch 606 | 6/14 | 0.61 it/sec | Loss 0.2322 | Reco 0.2322 | Grad 2.5333
[2024-12-12 17:54:13,594][demucs.solver][INFO] - Train | Epoch 606 | 7/14 | 0.66 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 2.4962
[2024-12-12 17:54:14,250][demucs.solver][INFO] - Train | Epoch 606 | 8/14 | 0.71 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 2.4755
[2024-12-12 17:54:14,898][demucs.solver][INFO] - Train | Epoch 606 | 9/14 | 0.75 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 2.3940
[2024-12-12 17:54:15,553][demucs.solver][INFO] - Train | Epoch 606 | 10/14 | 0.78 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 2.2132
[2024-12-12 17:54:16,212][demucs.solver][INFO] - Train | Epoch 606 | 11/14 | 0.81 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.0965
[2024-12-12 17:54:19,737][demucs.solver][INFO] - Train | Epoch 606 | 12/14 | 0.71 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 2.1117
[2024-12-12 17:54:20,383][demucs.solver][INFO] - Train | Epoch 606 | 13/14 | 0.74 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 2.0478
[2024-12-12 17:54:20,707][demucs.solver][INFO] - Train Summary | Epoch 606 | Loss=0.2373 | Reco=0.2373 | Grad=2.0478
[2024-12-12 17:54:20,707][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:54:20,708][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:54:23,299][demucs.solver][INFO] - Valid | Epoch 606 | 1/20 | 1.96 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.322
[2024-12-12 17:54:23,514][demucs.solver][INFO] - Valid | Epoch 606 | 2/20 | 2.43 it/sec | Loss 0.4462 | Reco 0.4462 | Nsdr 1.070
[2024-12-12 17:54:23,684][demucs.solver][INFO] - Valid | Epoch 606 | 3/20 | 2.85 it/sec | Loss 0.4894 | Reco 0.4894 | Nsdr 1.173
[2024-12-12 17:54:23,897][demucs.solver][INFO] - Valid | Epoch 606 | 4/20 | 3.09 it/sec | Loss 0.5059 | Reco 0.5059 | Nsdr 1.223
[2024-12-12 17:54:24,094][demucs.solver][INFO] - Valid | Epoch 606 | 5/20 | 3.30 it/sec | Loss 0.5263 | Reco 0.5263 | Nsdr 1.224
[2024-12-12 17:54:24,331][demucs.solver][INFO] - Valid | Epoch 606 | 6/20 | 3.41 it/sec | Loss 0.5105 | Reco 0.5105 | Nsdr 1.242
[2024-12-12 17:54:24,562][demucs.solver][INFO] - Valid | Epoch 606 | 7/20 | 3.50 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.267
[2024-12-12 17:54:24,754][demucs.solver][INFO] - Valid | Epoch 606 | 8/20 | 3.64 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.267
[2024-12-12 17:54:24,965][demucs.solver][INFO] - Valid | Epoch 606 | 9/20 | 3.72 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.292
[2024-12-12 17:54:25,174][demucs.solver][INFO] - Valid | Epoch 606 | 10/20 | 3.80 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.270
[2024-12-12 17:54:25,407][demucs.solver][INFO] - Valid | Epoch 606 | 11/20 | 3.84 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.266
[2024-12-12 17:54:25,611][demucs.solver][INFO] - Valid | Epoch 606 | 12/20 | 3.90 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.243
[2024-12-12 17:54:25,810][demucs.solver][INFO] - Valid | Epoch 606 | 13/20 | 3.96 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.244
[2024-12-12 17:54:26,006][demucs.solver][INFO] - Valid | Epoch 606 | 14/20 | 4.02 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.253
[2024-12-12 17:54:26,189][demucs.solver][INFO] - Valid | Epoch 606 | 15/20 | 4.09 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.261
[2024-12-12 17:54:26,387][demucs.solver][INFO] - Valid | Epoch 606 | 16/20 | 4.14 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.265
[2024-12-12 17:54:26,607][demucs.solver][INFO] - Valid | Epoch 606 | 17/20 | 4.16 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.272
[2024-12-12 17:54:26,802][demucs.solver][INFO] - Valid | Epoch 606 | 18/20 | 4.20 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.236
[2024-12-12 17:54:26,999][demucs.solver][INFO] - Valid | Epoch 606 | 19/20 | 4.24 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.251
[2024-12-12 17:54:27,440][demucs.solver][INFO] - Valid Summary | Epoch 606 | Loss=0.5364 | Reco=0.5364 | Nsdr=1.251 | Best=0.5289 | Bname=main
[2024-12-12 17:54:29,146][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:54:29,147][demucs.solver][INFO] - Training...
[2024-12-12 17:54:38,176][demucs.solver][INFO] - Train | Epoch 607 | 1/14 | 0.27 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 0.6043
[2024-12-12 17:54:38,845][demucs.solver][INFO] - Train | Epoch 607 | 2/14 | 0.37 it/sec | Loss 0.2674 | Reco 0.2674 | Grad 0.5893
[2024-12-12 17:54:39,600][demucs.solver][INFO] - Train | Epoch 607 | 3/14 | 0.45 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 0.7423
[2024-12-12 17:54:40,259][demucs.solver][INFO] - Train | Epoch 607 | 4/14 | 0.53 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 0.9008
[2024-12-12 17:54:40,918][demucs.solver][INFO] - Train | Epoch 607 | 5/14 | 0.59 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 0.7799
[2024-12-12 17:54:41,581][demucs.solver][INFO] - Train | Epoch 607 | 6/14 | 0.65 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 0.8817
[2024-12-12 17:54:42,235][demucs.solver][INFO] - Train | Epoch 607 | 7/14 | 0.70 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.9565
[2024-12-12 17:54:42,888][demucs.solver][INFO] - Train | Epoch 607 | 8/14 | 0.74 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.1809
[2024-12-12 17:54:43,546][demucs.solver][INFO] - Train | Epoch 607 | 9/14 | 0.78 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.1367
[2024-12-12 17:54:45,679][demucs.solver][INFO] - Train | Epoch 607 | 10/14 | 0.74 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.2637
[2024-12-12 17:54:46,325][demucs.solver][INFO] - Train | Epoch 607 | 11/14 | 0.77 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.2976
[2024-12-12 17:54:46,971][demucs.solver][INFO] - Train | Epoch 607 | 12/14 | 0.80 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.3039
[2024-12-12 17:54:47,617][demucs.solver][INFO] - Train | Epoch 607 | 13/14 | 0.83 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.3118
[2024-12-12 17:54:47,935][demucs.solver][INFO] - Train Summary | Epoch 607 | Loss=0.2413 | Reco=0.2413 | Grad=1.3118
[2024-12-12 17:54:47,936][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:54:47,936][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:54:50,297][demucs.solver][INFO] - Valid | Epoch 607 | 1/20 | 2.58 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.322
[2024-12-12 17:54:50,501][demucs.solver][INFO] - Valid | Epoch 607 | 2/20 | 3.06 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.070
[2024-12-12 17:54:50,701][demucs.solver][INFO] - Valid | Epoch 607 | 3/20 | 3.39 it/sec | Loss 0.4897 | Reco 0.4897 | Nsdr 1.171
[2024-12-12 17:54:50,901][demucs.solver][INFO] - Valid | Epoch 607 | 4/20 | 3.62 it/sec | Loss 0.5061 | Reco 0.5061 | Nsdr 1.227
[2024-12-12 17:54:51,123][demucs.solver][INFO] - Valid | Epoch 607 | 5/20 | 3.74 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.237
[2024-12-12 17:54:51,323][demucs.solver][INFO] - Valid | Epoch 607 | 6/20 | 3.88 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.253
[2024-12-12 17:54:51,546][demucs.solver][INFO] - Valid | Epoch 607 | 7/20 | 3.95 it/sec | Loss 0.5307 | Reco 0.5307 | Nsdr 1.278
[2024-12-12 17:54:51,744][demucs.solver][INFO] - Valid | Epoch 607 | 8/20 | 4.05 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.285
[2024-12-12 17:54:51,945][demucs.solver][INFO] - Valid | Epoch 607 | 9/20 | 4.12 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.308
[2024-12-12 17:54:52,145][demucs.solver][INFO] - Valid | Epoch 607 | 10/20 | 4.19 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.284
[2024-12-12 17:54:52,358][demucs.solver][INFO] - Valid | Epoch 607 | 11/20 | 4.23 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.279
[2024-12-12 17:54:52,555][demucs.solver][INFO] - Valid | Epoch 607 | 12/20 | 4.28 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.255
[2024-12-12 17:54:52,710][demucs.solver][INFO] - Valid | Epoch 607 | 13/20 | 4.39 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.257
[2024-12-12 17:54:52,906][demucs.solver][INFO] - Valid | Epoch 607 | 14/20 | 4.43 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.266
[2024-12-12 17:54:53,123][demucs.solver][INFO] - Valid | Epoch 607 | 15/20 | 4.44 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.275
[2024-12-12 17:54:53,317][demucs.solver][INFO] - Valid | Epoch 607 | 16/20 | 4.48 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.279
[2024-12-12 17:54:53,513][demucs.solver][INFO] - Valid | Epoch 607 | 17/20 | 4.51 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.283
[2024-12-12 17:54:53,687][demucs.solver][INFO] - Valid | Epoch 607 | 18/20 | 4.56 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.246
[2024-12-12 17:54:53,842][demucs.solver][INFO] - Valid | Epoch 607 | 19/20 | 4.63 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.260
[2024-12-12 17:54:54,255][demucs.solver][INFO] - Valid Summary | Epoch 607 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.260 | Best=0.5289 | Bname=main
[2024-12-12 17:54:55,721][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:54:55,722][demucs.solver][INFO] - Training...
[2024-12-12 17:55:03,187][demucs.solver][INFO] - Train | Epoch 608 | 1/14 | 0.34 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 0.9031
[2024-12-12 17:55:03,870][demucs.solver][INFO] - Train | Epoch 608 | 2/14 | 0.46 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 0.8339
[2024-12-12 17:55:04,546][demucs.solver][INFO] - Train | Epoch 608 | 3/14 | 0.55 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 0.8975
[2024-12-12 17:55:05,213][demucs.solver][INFO] - Train | Epoch 608 | 4/14 | 0.63 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 0.8934
[2024-12-12 17:55:05,888][demucs.solver][INFO] - Train | Epoch 608 | 5/14 | 0.70 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 0.8055
[2024-12-12 17:55:06,552][demucs.solver][INFO] - Train | Epoch 608 | 6/14 | 0.76 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 0.7820
[2024-12-12 17:55:07,216][demucs.solver][INFO] - Train | Epoch 608 | 7/14 | 0.81 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 0.7800
[2024-12-12 17:55:07,875][demucs.solver][INFO] - Train | Epoch 608 | 8/14 | 0.85 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.0313
[2024-12-12 17:55:08,531][demucs.solver][INFO] - Train | Epoch 608 | 9/14 | 0.89 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.9754
[2024-12-12 17:55:09,191][demucs.solver][INFO] - Train | Epoch 608 | 10/14 | 0.93 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.3663
[2024-12-12 17:55:09,846][demucs.solver][INFO] - Train | Epoch 608 | 11/14 | 0.96 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.3880
[2024-12-12 17:55:12,448][demucs.solver][INFO] - Train | Epoch 608 | 12/14 | 0.86 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.4672
[2024-12-12 17:55:13,096][demucs.solver][INFO] - Train | Epoch 608 | 13/14 | 0.89 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.4450
[2024-12-12 17:55:13,415][demucs.solver][INFO] - Train Summary | Epoch 608 | Loss=0.2438 | Reco=0.2438 | Grad=1.4450
[2024-12-12 17:55:13,416][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:55:13,416][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:55:15,730][demucs.solver][INFO] - Valid | Epoch 608 | 1/20 | 2.69 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 1.212
[2024-12-12 17:55:15,910][demucs.solver][INFO] - Valid | Epoch 608 | 2/20 | 3.25 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 0.991
[2024-12-12 17:55:16,110][demucs.solver][INFO] - Valid | Epoch 608 | 3/20 | 3.56 it/sec | Loss 0.4963 | Reco 0.4963 | Nsdr 1.081
[2024-12-12 17:55:16,332][demucs.solver][INFO] - Valid | Epoch 608 | 4/20 | 3.72 it/sec | Loss 0.5135 | Reco 0.5135 | Nsdr 1.125
[2024-12-12 17:55:16,531][demucs.solver][INFO] - Valid | Epoch 608 | 5/20 | 3.89 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.129
[2024-12-12 17:55:16,786][demucs.solver][INFO] - Valid | Epoch 608 | 6/20 | 3.89 it/sec | Loss 0.5183 | Reco 0.5183 | Nsdr 1.146
[2024-12-12 17:55:16,986][demucs.solver][INFO] - Valid | Epoch 608 | 7/20 | 4.00 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.167
[2024-12-12 17:55:17,204][demucs.solver][INFO] - Valid | Epoch 608 | 8/20 | 4.06 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.169
[2024-12-12 17:55:17,403][demucs.solver][INFO] - Valid | Epoch 608 | 9/20 | 4.14 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.191
[2024-12-12 17:55:17,626][demucs.solver][INFO] - Valid | Epoch 608 | 10/20 | 4.17 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.172
[2024-12-12 17:55:17,842][demucs.solver][INFO] - Valid | Epoch 608 | 11/20 | 4.20 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.168
[2024-12-12 17:55:18,039][demucs.solver][INFO] - Valid | Epoch 608 | 12/20 | 4.26 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.147
[2024-12-12 17:55:18,236][demucs.solver][INFO] - Valid | Epoch 608 | 13/20 | 4.31 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.148
[2024-12-12 17:55:18,433][demucs.solver][INFO] - Valid | Epoch 608 | 14/20 | 4.35 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.156
[2024-12-12 17:55:18,629][demucs.solver][INFO] - Valid | Epoch 608 | 15/20 | 4.39 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.163
[2024-12-12 17:55:18,807][demucs.solver][INFO] - Valid | Epoch 608 | 16/20 | 4.45 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.169
[2024-12-12 17:55:19,004][demucs.solver][INFO] - Valid | Epoch 608 | 17/20 | 4.48 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.172
[2024-12-12 17:55:19,201][demucs.solver][INFO] - Valid | Epoch 608 | 18/20 | 4.51 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.140
[2024-12-12 17:55:19,401][demucs.solver][INFO] - Valid | Epoch 608 | 19/20 | 4.53 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.153
[2024-12-12 17:55:19,833][demucs.solver][INFO] - Valid Summary | Epoch 608 | Loss=0.5444 | Reco=0.5444 | Nsdr=1.153 | Best=0.5289 | Bname=main
[2024-12-12 17:55:21,349][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:55:21,349][demucs.solver][INFO] - Training...
[2024-12-12 17:55:33,398][demucs.solver][INFO] - Train | Epoch 609 | 1/14 | 0.19 it/sec | Loss 0.2607 | Reco 0.2607 | Grad 2.3396
[2024-12-12 17:55:34,057][demucs.solver][INFO] - Train | Epoch 609 | 2/14 | 0.27 it/sec | Loss 0.2594 | Reco 0.2594 | Grad 1.6900
[2024-12-12 17:55:34,714][demucs.solver][INFO] - Train | Epoch 609 | 3/14 | 0.34 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 1.8379
[2024-12-12 17:55:35,373][demucs.solver][INFO] - Train | Epoch 609 | 4/14 | 0.41 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 2.1016
[2024-12-12 17:55:36,031][demucs.solver][INFO] - Train | Epoch 609 | 5/14 | 0.46 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 2.2640
[2024-12-12 17:55:36,686][demucs.solver][INFO] - Train | Epoch 609 | 6/14 | 0.51 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 2.0400
[2024-12-12 17:55:37,335][demucs.solver][INFO] - Train | Epoch 609 | 7/14 | 0.56 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.1172
[2024-12-12 17:55:37,989][demucs.solver][INFO] - Train | Epoch 609 | 8/14 | 0.60 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.1802
[2024-12-12 17:55:38,642][demucs.solver][INFO] - Train | Epoch 609 | 9/14 | 0.64 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.3237
[2024-12-12 17:55:43,637][demucs.solver][INFO] - Train | Epoch 609 | 10/14 | 0.53 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.3242
[2024-12-12 17:55:44,282][demucs.solver][INFO] - Train | Epoch 609 | 11/14 | 0.57 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.3470
[2024-12-12 17:55:44,932][demucs.solver][INFO] - Train | Epoch 609 | 12/14 | 0.59 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.1857
[2024-12-12 17:55:45,579][demucs.solver][INFO] - Train | Epoch 609 | 13/14 | 0.62 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.2251
[2024-12-12 17:55:45,924][demucs.solver][INFO] - Train Summary | Epoch 609 | Loss=0.2411 | Reco=0.2411 | Grad=2.2251
[2024-12-12 17:55:45,925][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:55:45,925][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:55:48,172][demucs.solver][INFO] - Valid | Epoch 609 | 1/20 | 3.15 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.314
[2024-12-12 17:55:48,352][demucs.solver][INFO] - Valid | Epoch 609 | 2/20 | 3.68 it/sec | Loss 0.4468 | Reco 0.4468 | Nsdr 1.069
[2024-12-12 17:55:48,532][demucs.solver][INFO] - Valid | Epoch 609 | 3/20 | 4.02 it/sec | Loss 0.4902 | Reco 0.4902 | Nsdr 1.168
[2024-12-12 17:55:48,710][demucs.solver][INFO] - Valid | Epoch 609 | 4/20 | 4.26 it/sec | Loss 0.5070 | Reco 0.5070 | Nsdr 1.215
[2024-12-12 17:55:48,932][demucs.solver][INFO] - Valid | Epoch 609 | 5/20 | 4.30 it/sec | Loss 0.5277 | Reco 0.5277 | Nsdr 1.214
[2024-12-12 17:55:49,163][demucs.solver][INFO] - Valid | Epoch 609 | 6/20 | 4.31 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.230
[2024-12-12 17:55:49,337][demucs.solver][INFO] - Valid | Epoch 609 | 7/20 | 4.44 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.253
[2024-12-12 17:55:49,532][demucs.solver][INFO] - Valid | Epoch 609 | 8/20 | 4.51 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.251
[2024-12-12 17:55:49,732][demucs.solver][INFO] - Valid | Epoch 609 | 9/20 | 4.56 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.273
[2024-12-12 17:55:49,930][demucs.solver][INFO] - Valid | Epoch 609 | 10/20 | 4.60 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.255
[2024-12-12 17:55:50,132][demucs.solver][INFO] - Valid | Epoch 609 | 11/20 | 4.62 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.250
[2024-12-12 17:55:50,329][demucs.solver][INFO] - Valid | Epoch 609 | 12/20 | 4.66 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.226
[2024-12-12 17:55:50,547][demucs.solver][INFO] - Valid | Epoch 609 | 13/20 | 4.65 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.226
[2024-12-12 17:55:50,745][demucs.solver][INFO] - Valid | Epoch 609 | 14/20 | 4.68 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.235
[2024-12-12 17:55:50,965][demucs.solver][INFO] - Valid | Epoch 609 | 15/20 | 4.67 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.242
[2024-12-12 17:55:51,142][demucs.solver][INFO] - Valid | Epoch 609 | 16/20 | 4.72 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.247
[2024-12-12 17:55:51,369][demucs.solver][INFO] - Valid | Epoch 609 | 17/20 | 4.70 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.256
[2024-12-12 17:55:51,565][demucs.solver][INFO] - Valid | Epoch 609 | 18/20 | 4.72 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.221
[2024-12-12 17:55:51,758][demucs.solver][INFO] - Valid | Epoch 609 | 19/20 | 4.74 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.236
[2024-12-12 17:55:52,195][demucs.solver][INFO] - Valid Summary | Epoch 609 | Loss=0.5379 | Reco=0.5379 | Nsdr=1.236 | Best=0.5289 | Bname=main
[2024-12-12 17:55:53,858][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:55:53,858][demucs.solver][INFO] - Training...
[2024-12-12 17:56:01,407][demucs.solver][INFO] - Train | Epoch 610 | 1/14 | 0.34 it/sec | Loss 0.2098 | Reco 0.2098 | Grad 2.5395
[2024-12-12 17:56:02,081][demucs.solver][INFO] - Train | Epoch 610 | 2/14 | 0.45 it/sec | Loss 0.2271 | Reco 0.2271 | Grad 1.9229
[2024-12-12 17:56:02,747][demucs.solver][INFO] - Train | Epoch 610 | 3/14 | 0.55 it/sec | Loss 0.2294 | Reco 0.2294 | Grad 2.3016
[2024-12-12 17:56:03,405][demucs.solver][INFO] - Train | Epoch 610 | 4/14 | 0.63 it/sec | Loss 0.2314 | Reco 0.2314 | Grad 2.1756
[2024-12-12 17:56:04,072][demucs.solver][INFO] - Train | Epoch 610 | 5/14 | 0.70 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 2.1818
[2024-12-12 17:56:04,735][demucs.solver][INFO] - Train | Epoch 610 | 6/14 | 0.75 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 2.0029
[2024-12-12 17:56:05,646][demucs.solver][INFO] - Train | Epoch 610 | 7/14 | 0.78 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 2.0479
[2024-12-12 17:56:06,303][demucs.solver][INFO] - Train | Epoch 610 | 8/14 | 0.83 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.9016
[2024-12-12 17:56:06,963][demucs.solver][INFO] - Train | Epoch 610 | 9/14 | 0.87 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.9488
[2024-12-12 17:56:07,671][demucs.solver][INFO] - Train | Epoch 610 | 10/14 | 0.90 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.0499
[2024-12-12 17:56:08,325][demucs.solver][INFO] - Train | Epoch 610 | 11/14 | 0.93 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 2.0945
[2024-12-12 17:56:08,976][demucs.solver][INFO] - Train | Epoch 610 | 12/14 | 0.96 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 2.1502
[2024-12-12 17:56:09,625][demucs.solver][INFO] - Train | Epoch 610 | 13/14 | 0.99 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.2651
[2024-12-12 17:56:09,965][demucs.solver][INFO] - Train Summary | Epoch 610 | Loss=0.2475 | Reco=0.2475 | Grad=2.2651
[2024-12-12 17:56:09,966][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:56:09,966][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:56:12,430][demucs.solver][INFO] - Valid | Epoch 610 | 1/20 | 2.86 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.301
[2024-12-12 17:56:12,593][demucs.solver][INFO] - Valid | Epoch 610 | 2/20 | 3.48 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.062
[2024-12-12 17:56:12,792][demucs.solver][INFO] - Valid | Epoch 610 | 3/20 | 3.77 it/sec | Loss 0.4912 | Reco 0.4912 | Nsdr 1.155
[2024-12-12 17:56:13,022][demucs.solver][INFO] - Valid | Epoch 610 | 4/20 | 3.87 it/sec | Loss 0.5082 | Reco 0.5082 | Nsdr 1.200
[2024-12-12 17:56:13,245][demucs.solver][INFO] - Valid | Epoch 610 | 5/20 | 3.96 it/sec | Loss 0.5293 | Reco 0.5293 | Nsdr 1.192
[2024-12-12 17:56:13,444][demucs.solver][INFO] - Valid | Epoch 610 | 6/20 | 4.08 it/sec | Loss 0.5135 | Reco 0.5135 | Nsdr 1.208
[2024-12-12 17:56:13,644][demucs.solver][INFO] - Valid | Epoch 610 | 7/20 | 4.18 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.230
[2024-12-12 17:56:13,865][demucs.solver][INFO] - Valid | Epoch 610 | 8/20 | 4.22 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.231
[2024-12-12 17:56:14,022][demucs.solver][INFO] - Valid | Epoch 610 | 9/20 | 4.36 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.253
[2024-12-12 17:56:14,201][demucs.solver][INFO] - Valid | Epoch 610 | 10/20 | 4.45 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.236
[2024-12-12 17:56:14,359][demucs.solver][INFO] - Valid | Epoch 610 | 11/20 | 4.56 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.231
[2024-12-12 17:56:14,577][demucs.solver][INFO] - Valid | Epoch 610 | 12/20 | 4.57 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.209
[2024-12-12 17:56:14,773][demucs.solver][INFO] - Valid | Epoch 610 | 13/20 | 4.60 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.208
[2024-12-12 17:56:14,949][demucs.solver][INFO] - Valid | Epoch 610 | 14/20 | 4.66 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.216
[2024-12-12 17:56:15,164][demucs.solver][INFO] - Valid | Epoch 610 | 15/20 | 4.66 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.225
[2024-12-12 17:56:15,383][demucs.solver][INFO] - Valid | Epoch 610 | 16/20 | 4.65 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.231
[2024-12-12 17:56:15,559][demucs.solver][INFO] - Valid | Epoch 610 | 17/20 | 4.70 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.240
[2024-12-12 17:56:15,754][demucs.solver][INFO] - Valid | Epoch 610 | 18/20 | 4.72 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.206
[2024-12-12 17:56:15,951][demucs.solver][INFO] - Valid | Epoch 610 | 19/20 | 4.74 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.220
[2024-12-12 17:56:16,318][demucs.solver][INFO] - Valid Summary | Epoch 610 | Loss=0.5394 | Reco=0.5394 | Nsdr=1.220 | Best=0.5289 | Bname=main
[2024-12-12 17:56:17,861][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:56:17,861][demucs.solver][INFO] - Training...
[2024-12-12 17:56:25,369][demucs.solver][INFO] - Train | Epoch 611 | 1/14 | 0.34 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.3948
[2024-12-12 17:56:26,054][demucs.solver][INFO] - Train | Epoch 611 | 2/14 | 0.46 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.7446
[2024-12-12 17:56:26,727][demucs.solver][INFO] - Train | Epoch 611 | 3/14 | 0.56 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.2101
[2024-12-12 17:56:27,394][demucs.solver][INFO] - Train | Epoch 611 | 4/14 | 0.64 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.0026
[2024-12-12 17:56:28,065][demucs.solver][INFO] - Train | Epoch 611 | 5/14 | 0.70 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 2.3598
[2024-12-12 17:56:28,726][demucs.solver][INFO] - Train | Epoch 611 | 6/14 | 0.76 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.0910
[2024-12-12 17:56:29,389][demucs.solver][INFO] - Train | Epoch 611 | 7/14 | 0.81 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 2.1076
[2024-12-12 17:56:30,988][demucs.solver][INFO] - Train | Epoch 611 | 8/14 | 0.79 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 2.3246
[2024-12-12 17:56:31,631][demucs.solver][INFO] - Train | Epoch 611 | 9/14 | 0.83 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.4996
[2024-12-12 17:56:32,279][demucs.solver][INFO] - Train | Epoch 611 | 10/14 | 0.86 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 2.3381
[2024-12-12 17:56:32,928][demucs.solver][INFO] - Train | Epoch 611 | 11/14 | 0.90 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.4334
[2024-12-12 17:56:33,574][demucs.solver][INFO] - Train | Epoch 611 | 12/14 | 0.93 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 2.6293
[2024-12-12 17:56:34,218][demucs.solver][INFO] - Train | Epoch 611 | 13/14 | 0.95 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 2.5073
[2024-12-12 17:56:34,539][demucs.solver][INFO] - Train Summary | Epoch 611 | Loss=0.2501 | Reco=0.2501 | Grad=2.5073
[2024-12-12 17:56:34,539][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:56:34,539][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:56:37,292][demucs.solver][INFO] - Valid | Epoch 611 | 1/20 | 1.92 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.307
[2024-12-12 17:56:37,477][demucs.solver][INFO] - Valid | Epoch 611 | 2/20 | 2.44 it/sec | Loss 0.4472 | Reco 0.4472 | Nsdr 1.070
[2024-12-12 17:56:37,680][demucs.solver][INFO] - Valid | Epoch 611 | 3/20 | 2.80 it/sec | Loss 0.4908 | Reco 0.4908 | Nsdr 1.161
[2024-12-12 17:56:37,858][demucs.solver][INFO] - Valid | Epoch 611 | 4/20 | 3.11 it/sec | Loss 0.5079 | Reco 0.5079 | Nsdr 1.203
[2024-12-12 17:56:38,012][demucs.solver][INFO] - Valid | Epoch 611 | 5/20 | 3.40 it/sec | Loss 0.5291 | Reco 0.5291 | Nsdr 1.195
[2024-12-12 17:56:38,234][demucs.solver][INFO] - Valid | Epoch 611 | 6/20 | 3.53 it/sec | Loss 0.5132 | Reco 0.5132 | Nsdr 1.211
[2024-12-12 17:56:38,455][demucs.solver][INFO] - Valid | Epoch 611 | 7/20 | 3.63 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.233
[2024-12-12 17:56:38,676][demucs.solver][INFO] - Valid | Epoch 611 | 8/20 | 3.71 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.230
[2024-12-12 17:56:38,897][demucs.solver][INFO] - Valid | Epoch 611 | 9/20 | 3.78 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.251
[2024-12-12 17:56:39,119][demucs.solver][INFO] - Valid | Epoch 611 | 10/20 | 3.83 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.235
[2024-12-12 17:56:39,300][demucs.solver][INFO] - Valid | Epoch 611 | 11/20 | 3.93 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.232
[2024-12-12 17:56:39,521][demucs.solver][INFO] - Valid | Epoch 611 | 12/20 | 3.97 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.209
[2024-12-12 17:56:39,699][demucs.solver][INFO] - Valid | Epoch 611 | 13/20 | 4.06 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.209
[2024-12-12 17:56:39,896][demucs.solver][INFO] - Valid | Epoch 611 | 14/20 | 4.11 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.217
[2024-12-12 17:56:40,095][demucs.solver][INFO] - Valid | Epoch 611 | 15/20 | 4.16 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.224
[2024-12-12 17:56:40,313][demucs.solver][INFO] - Valid | Epoch 611 | 16/20 | 4.18 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.229
[2024-12-12 17:56:40,513][demucs.solver][INFO] - Valid | Epoch 611 | 17/20 | 4.22 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.238
[2024-12-12 17:56:40,689][demucs.solver][INFO] - Valid | Epoch 611 | 18/20 | 4.28 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.206
[2024-12-12 17:56:40,867][demucs.solver][INFO] - Valid | Epoch 611 | 19/20 | 4.33 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.219
[2024-12-12 17:56:41,259][demucs.solver][INFO] - Valid Summary | Epoch 611 | Loss=0.5392 | Reco=0.5392 | Nsdr=1.219 | Best=0.5289 | Bname=main
[2024-12-12 17:56:42,724][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:56:42,724][demucs.solver][INFO] - Training...
[2024-12-12 17:56:49,949][demucs.solver][INFO] - Train | Epoch 612 | 1/14 | 0.35 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 3.8882
[2024-12-12 17:56:51,036][demucs.solver][INFO] - Train | Epoch 612 | 2/14 | 0.45 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 3.2271
[2024-12-12 17:56:51,705][demucs.solver][INFO] - Train | Epoch 612 | 3/14 | 0.54 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.5724
[2024-12-12 17:56:52,369][demucs.solver][INFO] - Train | Epoch 612 | 4/14 | 0.62 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.3741
[2024-12-12 17:56:53,037][demucs.solver][INFO] - Train | Epoch 612 | 5/14 | 0.69 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 2.3962
[2024-12-12 17:56:53,698][demucs.solver][INFO] - Train | Epoch 612 | 6/14 | 0.75 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 2.3839
[2024-12-12 17:56:54,359][demucs.solver][INFO] - Train | Epoch 612 | 7/14 | 0.80 it/sec | Loss 0.2304 | Reco 0.2304 | Grad 2.3443
[2024-12-12 17:56:55,023][demucs.solver][INFO] - Train | Epoch 612 | 8/14 | 0.84 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 2.3061
[2024-12-12 17:56:55,681][demucs.solver][INFO] - Train | Epoch 612 | 9/14 | 0.88 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 2.3827
[2024-12-12 17:56:58,915][demucs.solver][INFO] - Train | Epoch 612 | 10/14 | 0.75 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 2.2500
[2024-12-12 17:56:59,567][demucs.solver][INFO] - Train | Epoch 612 | 11/14 | 0.79 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 2.2201
[2024-12-12 17:57:00,221][demucs.solver][INFO] - Train | Epoch 612 | 12/14 | 0.82 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 2.2632
[2024-12-12 17:57:00,874][demucs.solver][INFO] - Train | Epoch 612 | 13/14 | 0.84 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.4388
[2024-12-12 17:57:01,211][demucs.solver][INFO] - Train Summary | Epoch 612 | Loss=0.2414 | Reco=0.2414 | Grad=2.4388
[2024-12-12 17:57:01,212][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:57:01,212][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:57:03,513][demucs.solver][INFO] - Valid | Epoch 612 | 1/20 | 2.67 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.271
[2024-12-12 17:57:03,750][demucs.solver][INFO] - Valid | Epoch 612 | 2/20 | 3.04 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.038
[2024-12-12 17:57:03,974][demucs.solver][INFO] - Valid | Epoch 612 | 3/20 | 3.31 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.125
[2024-12-12 17:57:04,194][demucs.solver][INFO] - Valid | Epoch 612 | 4/20 | 3.50 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.168
[2024-12-12 17:57:04,392][demucs.solver][INFO] - Valid | Epoch 612 | 5/20 | 3.69 it/sec | Loss 0.5308 | Reco 0.5308 | Nsdr 1.165
[2024-12-12 17:57:04,546][demucs.solver][INFO] - Valid | Epoch 612 | 6/20 | 3.93 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 1.184
[2024-12-12 17:57:04,767][demucs.solver][INFO] - Valid | Epoch 612 | 7/20 | 3.99 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.203
[2024-12-12 17:57:04,986][demucs.solver][INFO] - Valid | Epoch 612 | 8/20 | 4.05 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.199
[2024-12-12 17:57:05,185][demucs.solver][INFO] - Valid | Epoch 612 | 9/20 | 4.13 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.220
[2024-12-12 17:57:05,407][demucs.solver][INFO] - Valid | Epoch 612 | 10/20 | 4.16 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.204
[2024-12-12 17:57:05,602][demucs.solver][INFO] - Valid | Epoch 612 | 11/20 | 4.23 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.202
[2024-12-12 17:57:05,799][demucs.solver][INFO] - Valid | Epoch 612 | 12/20 | 4.28 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.181
[2024-12-12 17:57:06,018][demucs.solver][INFO] - Valid | Epoch 612 | 13/20 | 4.30 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.182
[2024-12-12 17:57:06,197][demucs.solver][INFO] - Valid | Epoch 612 | 14/20 | 4.37 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.191
[2024-12-12 17:57:06,418][demucs.solver][INFO] - Valid | Epoch 612 | 15/20 | 4.38 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.198
[2024-12-12 17:57:06,623][demucs.solver][INFO] - Valid | Epoch 612 | 16/20 | 4.41 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.204
[2024-12-12 17:57:06,822][demucs.solver][INFO] - Valid | Epoch 612 | 17/20 | 4.44 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.210
[2024-12-12 17:57:07,041][demucs.solver][INFO] - Valid | Epoch 612 | 18/20 | 4.44 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.178
[2024-12-12 17:57:07,257][demucs.solver][INFO] - Valid | Epoch 612 | 19/20 | 4.45 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.190
[2024-12-12 17:57:07,648][demucs.solver][INFO] - Valid Summary | Epoch 612 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.190 | Best=0.5289 | Bname=main
[2024-12-12 17:57:09,082][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:57:09,082][demucs.solver][INFO] - Training...
[2024-12-12 17:57:21,603][demucs.solver][INFO] - Train | Epoch 613 | 1/14 | 0.19 it/sec | Loss 0.2104 | Reco 0.2104 | Grad 1.3799
[2024-12-12 17:57:22,312][demucs.solver][INFO] - Train | Epoch 613 | 2/14 | 0.26 it/sec | Loss 0.2229 | Reco 0.2229 | Grad 2.4249
[2024-12-12 17:57:22,973][demucs.solver][INFO] - Train | Epoch 613 | 3/14 | 0.33 it/sec | Loss 0.2238 | Reco 0.2238 | Grad 2.1298
[2024-12-12 17:57:23,633][demucs.solver][INFO] - Train | Epoch 613 | 4/14 | 0.39 it/sec | Loss 0.2302 | Reco 0.2302 | Grad 2.3223
[2024-12-12 17:57:24,314][demucs.solver][INFO] - Train | Epoch 613 | 5/14 | 0.45 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.0932
[2024-12-12 17:57:24,976][demucs.solver][INFO] - Train | Epoch 613 | 6/14 | 0.50 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 2.2844
[2024-12-12 17:57:25,625][demucs.solver][INFO] - Train | Epoch 613 | 7/14 | 0.54 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.2205
[2024-12-12 17:57:26,282][demucs.solver][INFO] - Train | Epoch 613 | 8/14 | 0.58 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 2.3229
[2024-12-12 17:57:26,929][demucs.solver][INFO] - Train | Epoch 613 | 9/14 | 0.62 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.2962
[2024-12-12 17:57:27,580][demucs.solver][INFO] - Train | Epoch 613 | 10/14 | 0.66 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.2005
[2024-12-12 17:57:28,238][demucs.solver][INFO] - Train | Epoch 613 | 11/14 | 0.69 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.1542
[2024-12-12 17:57:28,890][demucs.solver][INFO] - Train | Epoch 613 | 12/14 | 0.72 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 2.1787
[2024-12-12 17:57:29,662][demucs.solver][INFO] - Train | Epoch 613 | 13/14 | 0.74 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 2.1324
[2024-12-12 17:57:30,002][demucs.solver][INFO] - Train Summary | Epoch 613 | Loss=0.2400 | Reco=0.2400 | Grad=2.1324
[2024-12-12 17:57:30,003][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:57:30,003][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:57:32,382][demucs.solver][INFO] - Valid | Epoch 613 | 1/20 | 3.02 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.244
[2024-12-12 17:57:32,563][demucs.solver][INFO] - Valid | Epoch 613 | 2/20 | 3.56 it/sec | Loss 0.4509 | Reco 0.4509 | Nsdr 1.008
[2024-12-12 17:57:32,765][demucs.solver][INFO] - Valid | Epoch 613 | 3/20 | 3.83 it/sec | Loss 0.4946 | Reco 0.4946 | Nsdr 1.109
[2024-12-12 17:57:32,963][demucs.solver][INFO] - Valid | Epoch 613 | 4/20 | 4.02 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.159
[2024-12-12 17:57:33,185][demucs.solver][INFO] - Valid | Epoch 613 | 5/20 | 4.09 it/sec | Loss 0.5322 | Reco 0.5322 | Nsdr 1.157
[2024-12-12 17:57:33,411][demucs.solver][INFO] - Valid | Epoch 613 | 6/20 | 4.14 it/sec | Loss 0.5160 | Reco 0.5160 | Nsdr 1.179
[2024-12-12 17:57:33,567][demucs.solver][INFO] - Valid | Epoch 613 | 7/20 | 4.33 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.202
[2024-12-12 17:57:33,744][demucs.solver][INFO] - Valid | Epoch 613 | 8/20 | 4.45 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.207
[2024-12-12 17:57:33,971][demucs.solver][INFO] - Valid | Epoch 613 | 9/20 | 4.44 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.230
[2024-12-12 17:57:34,174][demucs.solver][INFO] - Valid | Epoch 613 | 10/20 | 4.48 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.212
[2024-12-12 17:57:34,394][demucs.solver][INFO] - Valid | Epoch 613 | 11/20 | 4.49 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.209
[2024-12-12 17:57:34,548][demucs.solver][INFO] - Valid | Epoch 613 | 12/20 | 4.60 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.188
[2024-12-12 17:57:34,704][demucs.solver][INFO] - Valid | Epoch 613 | 13/20 | 4.69 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.190
[2024-12-12 17:57:34,925][demucs.solver][INFO] - Valid | Epoch 613 | 14/20 | 4.68 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.199
[2024-12-12 17:57:35,126][demucs.solver][INFO] - Valid | Epoch 613 | 15/20 | 4.70 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.205
[2024-12-12 17:57:35,325][demucs.solver][INFO] - Valid | Epoch 613 | 16/20 | 4.72 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.210
[2024-12-12 17:57:35,544][demucs.solver][INFO] - Valid | Epoch 613 | 17/20 | 4.71 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.214
[2024-12-12 17:57:35,724][demucs.solver][INFO] - Valid | Epoch 613 | 18/20 | 4.75 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.179
[2024-12-12 17:57:35,924][demucs.solver][INFO] - Valid | Epoch 613 | 19/20 | 4.76 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.195
[2024-12-12 17:57:36,332][demucs.solver][INFO] - Valid Summary | Epoch 613 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.195 | Best=0.5289 | Bname=main
[2024-12-12 17:57:37,767][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:57:37,767][demucs.solver][INFO] - Training...
[2024-12-12 17:57:48,324][demucs.solver][INFO] - Train | Epoch 614 | 1/14 | 0.23 it/sec | Loss 0.2682 | Reco 0.2682 | Grad 3.2662
[2024-12-12 17:57:48,999][demucs.solver][INFO] - Train | Epoch 614 | 2/14 | 0.32 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 2.3319
[2024-12-12 17:57:49,661][demucs.solver][INFO] - Train | Epoch 614 | 3/14 | 0.40 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 2.1902
[2024-12-12 17:57:50,325][demucs.solver][INFO] - Train | Epoch 614 | 4/14 | 0.46 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 1.9089
[2024-12-12 17:57:50,983][demucs.solver][INFO] - Train | Epoch 614 | 5/14 | 0.52 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.0516
[2024-12-12 17:57:51,634][demucs.solver][INFO] - Train | Epoch 614 | 6/14 | 0.58 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.0255
[2024-12-12 17:57:52,289][demucs.solver][INFO] - Train | Epoch 614 | 7/14 | 0.63 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.2919
[2024-12-12 17:57:52,945][demucs.solver][INFO] - Train | Epoch 614 | 8/14 | 0.67 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.1089
[2024-12-12 17:57:53,587][demucs.solver][INFO] - Train | Epoch 614 | 9/14 | 0.71 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.2374
[2024-12-12 17:57:54,235][demucs.solver][INFO] - Train | Epoch 614 | 10/14 | 0.75 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.3159
[2024-12-12 17:57:54,882][demucs.solver][INFO] - Train | Epoch 614 | 11/14 | 0.78 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.3459
[2024-12-12 17:57:55,531][demucs.solver][INFO] - Train | Epoch 614 | 12/14 | 0.81 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.2186
[2024-12-12 17:57:56,178][demucs.solver][INFO] - Train | Epoch 614 | 13/14 | 0.84 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 2.1294
[2024-12-12 17:57:56,516][demucs.solver][INFO] - Train Summary | Epoch 614 | Loss=0.2404 | Reco=0.2404 | Grad=2.1294
[2024-12-12 17:57:56,517][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:57:56,517][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:57:59,190][demucs.solver][INFO] - Valid | Epoch 614 | 1/20 | 1.92 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.281
[2024-12-12 17:58:00,062][demucs.solver][INFO] - Valid | Epoch 614 | 2/20 | 1.57 it/sec | Loss 0.4496 | Reco 0.4496 | Nsdr 1.054
[2024-12-12 17:58:00,919][demucs.solver][INFO] - Valid | Epoch 614 | 3/20 | 1.44 it/sec | Loss 0.4939 | Reco 0.4939 | Nsdr 1.132
[2024-12-12 17:58:01,758][demucs.solver][INFO] - Valid | Epoch 614 | 4/20 | 1.38 it/sec | Loss 0.5111 | Reco 0.5111 | Nsdr 1.176
[2024-12-12 17:58:02,492][demucs.solver][INFO] - Valid | Epoch 614 | 5/20 | 1.38 it/sec | Loss 0.5322 | Reco 0.5322 | Nsdr 1.169
[2024-12-12 17:58:03,134][demucs.solver][INFO] - Valid | Epoch 614 | 6/20 | 1.40 it/sec | Loss 0.5160 | Reco 0.5160 | Nsdr 1.188
[2024-12-12 17:58:03,745][demucs.solver][INFO] - Valid | Epoch 614 | 7/20 | 1.43 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.207
[2024-12-12 17:58:04,183][demucs.solver][INFO] - Valid | Epoch 614 | 8/20 | 1.49 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.206
[2024-12-12 17:58:04,571][demucs.solver][INFO] - Valid | Epoch 614 | 9/20 | 1.56 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.226
[2024-12-12 17:58:04,942][demucs.solver][INFO] - Valid | Epoch 614 | 10/20 | 1.62 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.209
[2024-12-12 17:58:05,220][demucs.solver][INFO] - Valid | Epoch 614 | 11/20 | 1.70 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.207
[2024-12-12 17:58:05,563][demucs.solver][INFO] - Valid | Epoch 614 | 12/20 | 1.75 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.187
[2024-12-12 17:58:05,784][demucs.solver][INFO] - Valid | Epoch 614 | 13/20 | 1.83 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.189
[2024-12-12 17:58:05,978][demucs.solver][INFO] - Valid | Epoch 614 | 14/20 | 1.92 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.196
[2024-12-12 17:58:06,153][demucs.solver][INFO] - Valid | Epoch 614 | 15/20 | 2.00 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.203
[2024-12-12 17:58:06,347][demucs.solver][INFO] - Valid | Epoch 614 | 16/20 | 2.07 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.209
[2024-12-12 17:58:06,543][demucs.solver][INFO] - Valid | Epoch 614 | 17/20 | 2.14 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.217
[2024-12-12 17:58:06,696][demucs.solver][INFO] - Valid | Epoch 614 | 18/20 | 2.22 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.186
[2024-12-12 17:58:06,873][demucs.solver][INFO] - Valid | Epoch 614 | 19/20 | 2.29 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.197
[2024-12-12 17:58:07,305][demucs.solver][INFO] - Valid Summary | Epoch 614 | Loss=0.5420 | Reco=0.5420 | Nsdr=1.197 | Best=0.5289 | Bname=main
[2024-12-12 17:58:08,791][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:58:08,792][demucs.solver][INFO] - Training...
[2024-12-12 17:58:16,342][demucs.solver][INFO] - Train | Epoch 615 | 1/14 | 0.35 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 3.7412
[2024-12-12 17:58:17,358][demucs.solver][INFO] - Train | Epoch 615 | 2/14 | 0.45 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 3.0909
[2024-12-12 17:58:18,052][demucs.solver][INFO] - Train | Epoch 615 | 3/14 | 0.54 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.5359
[2024-12-12 17:58:18,739][demucs.solver][INFO] - Train | Epoch 615 | 4/14 | 0.62 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.4569
[2024-12-12 17:58:19,526][demucs.solver][INFO] - Train | Epoch 615 | 5/14 | 0.68 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.5722
[2024-12-12 17:58:20,667][demucs.solver][INFO] - Train | Epoch 615 | 6/14 | 0.70 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.3964
[2024-12-12 17:58:21,483][demucs.solver][INFO] - Train | Epoch 615 | 7/14 | 0.74 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 2.2038
[2024-12-12 17:58:22,145][demucs.solver][INFO] - Train | Epoch 615 | 8/14 | 0.78 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.3772
[2024-12-12 17:58:22,808][demucs.solver][INFO] - Train | Epoch 615 | 9/14 | 0.82 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.1803
[2024-12-12 17:58:23,486][demucs.solver][INFO] - Train | Epoch 615 | 10/14 | 0.86 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.2833
[2024-12-12 17:58:25,304][demucs.solver][INFO] - Train | Epoch 615 | 11/14 | 0.82 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.2466
[2024-12-12 17:58:25,962][demucs.solver][INFO] - Train | Epoch 615 | 12/14 | 0.85 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.2391
[2024-12-12 17:58:26,609][demucs.solver][INFO] - Train | Epoch 615 | 13/14 | 0.88 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.2017
[2024-12-12 17:58:26,966][demucs.solver][INFO] - Train Summary | Epoch 615 | Loss=0.2453 | Reco=0.2453 | Grad=2.2017
[2024-12-12 17:58:26,967][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:58:26,967][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:58:29,908][demucs.solver][INFO] - Valid | Epoch 615 | 1/20 | 1.63 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.312
[2024-12-12 17:58:30,411][demucs.solver][INFO] - Valid | Epoch 615 | 2/20 | 1.73 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.069
[2024-12-12 17:58:30,652][demucs.solver][INFO] - Valid | Epoch 615 | 3/20 | 2.03 it/sec | Loss 0.4902 | Reco 0.4902 | Nsdr 1.158
[2024-12-12 17:58:30,873][demucs.solver][INFO] - Valid | Epoch 615 | 4/20 | 2.28 it/sec | Loss 0.5069 | Reco 0.5069 | Nsdr 1.202
[2024-12-12 17:58:31,096][demucs.solver][INFO] - Valid | Epoch 615 | 5/20 | 2.48 it/sec | Loss 0.5279 | Reco 0.5279 | Nsdr 1.197
[2024-12-12 17:58:31,295][demucs.solver][INFO] - Valid | Epoch 615 | 6/20 | 2.68 it/sec | Loss 0.5120 | Reco 0.5120 | Nsdr 1.215
[2024-12-12 17:58:31,494][demucs.solver][INFO] - Valid | Epoch 615 | 7/20 | 2.84 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.237
[2024-12-12 17:58:31,694][demucs.solver][INFO] - Valid | Epoch 615 | 8/20 | 2.99 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.236
[2024-12-12 17:58:31,922][demucs.solver][INFO] - Valid | Epoch 615 | 9/20 | 3.08 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.258
[2024-12-12 17:58:32,166][demucs.solver][INFO] - Valid | Epoch 615 | 10/20 | 3.16 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.241
[2024-12-12 17:58:32,342][demucs.solver][INFO] - Valid | Epoch 615 | 11/20 | 3.28 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.238
[2024-12-12 17:58:32,537][demucs.solver][INFO] - Valid | Epoch 615 | 12/20 | 3.37 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.216
[2024-12-12 17:58:32,691][demucs.solver][INFO] - Valid | Epoch 615 | 13/20 | 3.49 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.218
[2024-12-12 17:58:32,888][demucs.solver][INFO] - Valid | Epoch 615 | 14/20 | 3.57 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.227
[2024-12-12 17:58:33,046][demucs.solver][INFO] - Valid | Epoch 615 | 15/20 | 3.67 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.235
[2024-12-12 17:58:33,225][demucs.solver][INFO] - Valid | Epoch 615 | 16/20 | 3.74 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.241
[2024-12-12 17:58:33,420][demucs.solver][INFO] - Valid | Epoch 615 | 17/20 | 3.80 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.248
[2024-12-12 17:58:33,639][demucs.solver][INFO] - Valid | Epoch 615 | 18/20 | 3.83 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.214
[2024-12-12 17:58:33,859][demucs.solver][INFO] - Valid | Epoch 615 | 19/20 | 3.86 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.227
[2024-12-12 17:58:34,292][demucs.solver][INFO] - Valid Summary | Epoch 615 | Loss=0.5380 | Reco=0.5380 | Nsdr=1.227 | Best=0.5289 | Bname=main
[2024-12-12 17:58:35,812][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:58:35,813][demucs.solver][INFO] - Training...
[2024-12-12 17:58:45,423][demucs.solver][INFO] - Train | Epoch 616 | 1/14 | 0.25 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 2.0396
[2024-12-12 17:58:46,101][demucs.solver][INFO] - Train | Epoch 616 | 2/14 | 0.35 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.8205
[2024-12-12 17:58:46,768][demucs.solver][INFO] - Train | Epoch 616 | 3/14 | 0.43 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.6212
[2024-12-12 17:58:47,438][demucs.solver][INFO] - Train | Epoch 616 | 4/14 | 0.50 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 1.3381
[2024-12-12 17:58:48,100][demucs.solver][INFO] - Train | Epoch 616 | 5/14 | 0.56 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.7089
[2024-12-12 17:58:48,760][demucs.solver][INFO] - Train | Epoch 616 | 6/14 | 0.62 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.8842
[2024-12-12 17:58:49,578][demucs.solver][INFO] - Train | Epoch 616 | 7/14 | 0.66 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.9979
[2024-12-12 17:58:50,254][demucs.solver][INFO] - Train | Epoch 616 | 8/14 | 0.70 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 2.0979
[2024-12-12 17:58:50,909][demucs.solver][INFO] - Train | Epoch 616 | 9/14 | 0.74 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 1.9089
[2024-12-12 17:58:51,566][demucs.solver][INFO] - Train | Epoch 616 | 10/14 | 0.78 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.7930
[2024-12-12 17:58:52,222][demucs.solver][INFO] - Train | Epoch 616 | 11/14 | 0.81 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.8836
[2024-12-12 17:58:53,974][demucs.solver][INFO] - Train | Epoch 616 | 12/14 | 0.79 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.9042
[2024-12-12 17:58:55,043][demucs.solver][INFO] - Train | Epoch 616 | 13/14 | 0.79 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.0079
[2024-12-12 17:58:55,397][demucs.solver][INFO] - Train Summary | Epoch 616 | Loss=0.2432 | Reco=0.2432 | Grad=2.0079
[2024-12-12 17:58:55,397][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:58:55,397][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:58:57,926][demucs.solver][INFO] - Valid | Epoch 616 | 1/20 | 2.31 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.274
[2024-12-12 17:58:58,166][demucs.solver][INFO] - Valid | Epoch 616 | 2/20 | 2.72 it/sec | Loss 0.4483 | Reco 0.4483 | Nsdr 1.031
[2024-12-12 17:58:58,450][demucs.solver][INFO] - Valid | Epoch 616 | 3/20 | 2.88 it/sec | Loss 0.4918 | Reco 0.4918 | Nsdr 1.130
[2024-12-12 17:58:58,745][demucs.solver][INFO] - Valid | Epoch 616 | 4/20 | 2.97 it/sec | Loss 0.5085 | Reco 0.5085 | Nsdr 1.178
[2024-12-12 17:58:58,997][demucs.solver][INFO] - Valid | Epoch 616 | 5/20 | 3.10 it/sec | Loss 0.5290 | Reco 0.5290 | Nsdr 1.180
[2024-12-12 17:58:59,319][demucs.solver][INFO] - Valid | Epoch 616 | 6/20 | 3.10 it/sec | Loss 0.5130 | Reco 0.5130 | Nsdr 1.200
[2024-12-12 17:58:59,489][demucs.solver][INFO] - Valid | Epoch 616 | 7/20 | 3.30 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.224
[2024-12-12 17:58:59,701][demucs.solver][INFO] - Valid | Epoch 616 | 8/20 | 3.41 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.221
[2024-12-12 17:58:59,915][demucs.solver][INFO] - Valid | Epoch 616 | 9/20 | 3.50 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.245
[2024-12-12 17:59:00,125][demucs.solver][INFO] - Valid | Epoch 616 | 10/20 | 3.59 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.226
[2024-12-12 17:59:00,347][demucs.solver][INFO] - Valid | Epoch 616 | 11/20 | 3.65 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.223
[2024-12-12 17:59:00,543][demucs.solver][INFO] - Valid | Epoch 616 | 12/20 | 3.73 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.201
[2024-12-12 17:59:00,740][demucs.solver][INFO] - Valid | Epoch 616 | 13/20 | 3.81 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.203
[2024-12-12 17:59:00,939][demucs.solver][INFO] - Valid | Epoch 616 | 14/20 | 3.87 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.212
[2024-12-12 17:59:01,119][demucs.solver][INFO] - Valid | Epoch 616 | 15/20 | 3.94 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.220
[2024-12-12 17:59:01,337][demucs.solver][INFO] - Valid | Epoch 616 | 16/20 | 3.98 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.226
[2024-12-12 17:59:01,491][demucs.solver][INFO] - Valid | Epoch 616 | 17/20 | 4.06 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.232
[2024-12-12 17:59:01,687][demucs.solver][INFO] - Valid | Epoch 616 | 18/20 | 4.11 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.197
[2024-12-12 17:59:01,864][demucs.solver][INFO] - Valid | Epoch 616 | 19/20 | 4.16 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.211
[2024-12-12 17:59:02,261][demucs.solver][INFO] - Valid Summary | Epoch 616 | Loss=0.5391 | Reco=0.5391 | Nsdr=1.211 | Best=0.5289 | Bname=main
[2024-12-12 17:59:03,864][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:59:03,865][demucs.solver][INFO] - Training...
[2024-12-12 17:59:11,574][demucs.solver][INFO] - Train | Epoch 617 | 1/14 | 0.33 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 3.7658
[2024-12-12 17:59:12,275][demucs.solver][INFO] - Train | Epoch 617 | 2/14 | 0.44 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 3.6057
[2024-12-12 17:59:12,963][demucs.solver][INFO] - Train | Epoch 617 | 3/14 | 0.53 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 3.6997
[2024-12-12 17:59:13,624][demucs.solver][INFO] - Train | Epoch 617 | 4/14 | 0.61 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 3.5776
[2024-12-12 17:59:14,284][demucs.solver][INFO] - Train | Epoch 617 | 5/14 | 0.68 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 3.2801
[2024-12-12 17:59:14,945][demucs.solver][INFO] - Train | Epoch 617 | 6/14 | 0.74 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 3.1920
[2024-12-12 17:59:15,609][demucs.solver][INFO] - Train | Epoch 617 | 7/14 | 0.79 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 3.3509
[2024-12-12 17:59:16,270][demucs.solver][INFO] - Train | Epoch 617 | 8/14 | 0.83 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 3.1460
[2024-12-12 17:59:16,930][demucs.solver][INFO] - Train | Epoch 617 | 9/14 | 0.87 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 3.0074
[2024-12-12 17:59:17,588][demucs.solver][INFO] - Train | Epoch 617 | 10/14 | 0.91 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.9904
[2024-12-12 17:59:18,244][demucs.solver][INFO] - Train | Epoch 617 | 11/14 | 0.94 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.9567
[2024-12-12 17:59:18,893][demucs.solver][INFO] - Train | Epoch 617 | 12/14 | 0.97 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 2.7921
[2024-12-12 17:59:19,541][demucs.solver][INFO] - Train | Epoch 617 | 13/14 | 1.00 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.8528
[2024-12-12 17:59:19,872][demucs.solver][INFO] - Train Summary | Epoch 617 | Loss=0.2423 | Reco=0.2423 | Grad=2.8528
[2024-12-12 17:59:19,872][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:59:19,872][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:59:22,089][demucs.solver][INFO] - Valid | Epoch 617 | 1/20 | 3.37 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.257
[2024-12-12 17:59:22,704][demucs.solver][INFO] - Valid | Epoch 617 | 2/20 | 2.48 it/sec | Loss 0.4494 | Reco 0.4494 | Nsdr 1.017
[2024-12-12 17:59:23,090][demucs.solver][INFO] - Valid | Epoch 617 | 3/20 | 2.51 it/sec | Loss 0.4929 | Reco 0.4929 | Nsdr 1.113
[2024-12-12 17:59:23,498][demucs.solver][INFO] - Valid | Epoch 617 | 4/20 | 2.50 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.159
[2024-12-12 17:59:23,783][demucs.solver][INFO] - Valid | Epoch 617 | 5/20 | 2.62 it/sec | Loss 0.5306 | Reco 0.5306 | Nsdr 1.158
[2024-12-12 17:59:24,268][demucs.solver][INFO] - Valid | Epoch 617 | 6/20 | 2.53 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.177
[2024-12-12 17:59:24,674][demucs.solver][INFO] - Valid | Epoch 617 | 7/20 | 2.52 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.202
[2024-12-12 17:59:25,145][demucs.solver][INFO] - Valid | Epoch 617 | 8/20 | 2.47 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.202
[2024-12-12 17:59:25,420][demucs.solver][INFO] - Valid | Epoch 617 | 9/20 | 2.55 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.226
[2024-12-12 17:59:25,765][demucs.solver][INFO] - Valid | Epoch 617 | 10/20 | 2.58 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.207
[2024-12-12 17:59:26,144][demucs.solver][INFO] - Valid | Epoch 617 | 11/20 | 2.58 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.205
[2024-12-12 17:59:26,490][demucs.solver][INFO] - Valid | Epoch 617 | 12/20 | 2.60 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.183
[2024-12-12 17:59:26,778][demucs.solver][INFO] - Valid | Epoch 617 | 13/20 | 2.65 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.185
[2024-12-12 17:59:27,068][demucs.solver][INFO] - Valid | Epoch 617 | 14/20 | 2.69 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.195
[2024-12-12 17:59:27,422][demucs.solver][INFO] - Valid | Epoch 617 | 15/20 | 2.70 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.202
[2024-12-12 17:59:27,854][demucs.solver][INFO] - Valid | Epoch 617 | 16/20 | 2.67 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.209
[2024-12-12 17:59:28,498][demucs.solver][INFO] - Valid | Epoch 617 | 17/20 | 2.57 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.213
[2024-12-12 17:59:28,672][demucs.solver][INFO] - Valid | Epoch 617 | 18/20 | 2.65 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.179
[2024-12-12 17:59:28,896][demucs.solver][INFO] - Valid | Epoch 617 | 19/20 | 2.70 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.192
[2024-12-12 17:59:29,340][demucs.solver][INFO] - Valid Summary | Epoch 617 | Loss=0.5404 | Reco=0.5404 | Nsdr=1.192 | Best=0.5289 | Bname=main
[2024-12-12 17:59:30,811][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:59:30,812][demucs.solver][INFO] - Training...
[2024-12-12 17:59:37,619][demucs.solver][INFO] - Train | Epoch 618 | 1/14 | 0.39 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 0.7548
[2024-12-12 17:59:38,282][demucs.solver][INFO] - Train | Epoch 618 | 2/14 | 0.52 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.4715
[2024-12-12 17:59:38,976][demucs.solver][INFO] - Train | Epoch 618 | 3/14 | 0.61 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.3237
[2024-12-12 17:59:39,655][demucs.solver][INFO] - Train | Epoch 618 | 4/14 | 0.69 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 1.1199
[2024-12-12 17:59:40,830][demucs.solver][INFO] - Train | Epoch 618 | 5/14 | 0.72 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 1.0060
[2024-12-12 17:59:41,499][demucs.solver][INFO] - Train | Epoch 618 | 6/14 | 0.77 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 1.5315
[2024-12-12 17:59:42,175][demucs.solver][INFO] - Train | Epoch 618 | 7/14 | 0.82 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 1.5015
[2024-12-12 17:59:42,914][demucs.solver][INFO] - Train | Epoch 618 | 8/14 | 0.86 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.8162
[2024-12-12 17:59:43,577][demucs.solver][INFO] - Train | Epoch 618 | 9/14 | 0.90 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 1.6802
[2024-12-12 17:59:44,234][demucs.solver][INFO] - Train | Epoch 618 | 10/14 | 0.93 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.6250
[2024-12-12 17:59:44,891][demucs.solver][INFO] - Train | Epoch 618 | 11/14 | 0.97 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.5789
[2024-12-12 17:59:45,548][demucs.solver][INFO] - Train | Epoch 618 | 12/14 | 0.99 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 1.5639
[2024-12-12 17:59:46,729][demucs.solver][INFO] - Train | Epoch 618 | 13/14 | 0.98 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.5125
[2024-12-12 17:59:47,091][demucs.solver][INFO] - Train Summary | Epoch 618 | Loss=0.2469 | Reco=0.2469 | Grad=1.5125
[2024-12-12 17:59:47,092][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:59:47,092][demucs.solver][INFO] - Cross validation...
[2024-12-12 17:59:49,663][demucs.solver][INFO] - Valid | Epoch 618 | 1/20 | 2.39 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.317
[2024-12-12 17:59:49,867][demucs.solver][INFO] - Valid | Epoch 618 | 2/20 | 2.89 it/sec | Loss 0.4465 | Reco 0.4465 | Nsdr 1.068
[2024-12-12 17:59:50,091][demucs.solver][INFO] - Valid | Epoch 618 | 3/20 | 3.17 it/sec | Loss 0.4900 | Reco 0.4900 | Nsdr 1.165
[2024-12-12 17:59:50,295][demucs.solver][INFO] - Valid | Epoch 618 | 4/20 | 3.41 it/sec | Loss 0.5066 | Reco 0.5066 | Nsdr 1.213
[2024-12-12 17:59:50,496][demucs.solver][INFO] - Valid | Epoch 618 | 5/20 | 3.60 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.207
[2024-12-12 17:59:50,700][demucs.solver][INFO] - Valid | Epoch 618 | 6/20 | 3.74 it/sec | Loss 0.5116 | Reco 0.5116 | Nsdr 1.225
[2024-12-12 17:59:50,900][demucs.solver][INFO] - Valid | Epoch 618 | 7/20 | 3.86 it/sec | Loss 0.5322 | Reco 0.5322 | Nsdr 1.247
[2024-12-12 17:59:51,125][demucs.solver][INFO] - Valid | Epoch 618 | 8/20 | 3.92 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.245
[2024-12-12 17:59:51,326][demucs.solver][INFO] - Valid | Epoch 618 | 9/20 | 4.00 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.268
[2024-12-12 17:59:51,528][demucs.solver][INFO] - Valid | Epoch 618 | 10/20 | 4.07 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.249
[2024-12-12 17:59:51,711][demucs.solver][INFO] - Valid | Epoch 618 | 11/20 | 4.16 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.246
[2024-12-12 17:59:51,908][demucs.solver][INFO] - Valid | Epoch 618 | 12/20 | 4.22 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.223
[2024-12-12 17:59:52,109][demucs.solver][INFO] - Valid | Epoch 618 | 13/20 | 4.27 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.224
[2024-12-12 17:59:52,306][demucs.solver][INFO] - Valid | Epoch 618 | 14/20 | 4.31 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.232
[2024-12-12 17:59:52,506][demucs.solver][INFO] - Valid | Epoch 618 | 15/20 | 4.35 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.241
[2024-12-12 17:59:52,705][demucs.solver][INFO] - Valid | Epoch 618 | 16/20 | 4.38 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.247
[2024-12-12 17:59:52,881][demucs.solver][INFO] - Valid | Epoch 618 | 17/20 | 4.44 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.255
[2024-12-12 17:59:53,098][demucs.solver][INFO] - Valid | Epoch 618 | 18/20 | 4.45 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.220
[2024-12-12 17:59:53,296][demucs.solver][INFO] - Valid | Epoch 618 | 19/20 | 4.48 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.234
[2024-12-12 17:59:53,714][demucs.solver][INFO] - Valid Summary | Epoch 618 | Loss=0.5376 | Reco=0.5376 | Nsdr=1.234 | Best=0.5289 | Bname=main
[2024-12-12 17:59:55,134][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 17:59:55,135][demucs.solver][INFO] - Training...
[2024-12-12 18:00:04,086][demucs.solver][INFO] - Train | Epoch 619 | 1/14 | 0.27 it/sec | Loss 0.2342 | Reco 0.2342 | Grad 1.1783
[2024-12-12 18:00:04,752][demucs.solver][INFO] - Train | Epoch 619 | 2/14 | 0.38 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.0986
[2024-12-12 18:00:05,420][demucs.solver][INFO] - Train | Epoch 619 | 3/14 | 0.46 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 0.9423
[2024-12-12 18:00:06,089][demucs.solver][INFO] - Train | Epoch 619 | 4/14 | 0.54 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.1896
[2024-12-12 18:00:06,754][demucs.solver][INFO] - Train | Epoch 619 | 5/14 | 0.60 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 1.3048
[2024-12-12 18:00:07,418][demucs.solver][INFO] - Train | Epoch 619 | 6/14 | 0.66 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.2873
[2024-12-12 18:00:08,081][demucs.solver][INFO] - Train | Epoch 619 | 7/14 | 0.71 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 1.2101
[2024-12-12 18:00:08,740][demucs.solver][INFO] - Train | Epoch 619 | 8/14 | 0.75 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.6735
[2024-12-12 18:00:09,401][demucs.solver][INFO] - Train | Epoch 619 | 9/14 | 0.79 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.7630
[2024-12-12 18:00:10,057][demucs.solver][INFO] - Train | Epoch 619 | 10/14 | 0.83 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.9432
[2024-12-12 18:00:10,707][demucs.solver][INFO] - Train | Epoch 619 | 11/14 | 0.86 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 1.9754
[2024-12-12 18:00:11,358][demucs.solver][INFO] - Train | Epoch 619 | 12/14 | 0.89 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 2.0467
[2024-12-12 18:00:12,008][demucs.solver][INFO] - Train | Epoch 619 | 13/14 | 0.92 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.9297
[2024-12-12 18:00:12,389][demucs.solver][INFO] - Train Summary | Epoch 619 | Loss=0.2387 | Reco=0.2387 | Grad=1.9297
[2024-12-12 18:00:12,389][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:00:12,389][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:00:14,805][demucs.solver][INFO] - Valid | Epoch 619 | 1/20 | 2.73 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.378
[2024-12-12 18:00:15,070][demucs.solver][INFO] - Valid | Epoch 619 | 2/20 | 3.01 it/sec | Loss 0.4429 | Reco 0.4429 | Nsdr 1.123
[2024-12-12 18:00:15,296][demucs.solver][INFO] - Valid | Epoch 619 | 3/20 | 3.27 it/sec | Loss 0.4862 | Reco 0.4862 | Nsdr 1.213
[2024-12-12 18:00:15,513][demucs.solver][INFO] - Valid | Epoch 619 | 4/20 | 3.47 it/sec | Loss 0.5027 | Reco 0.5027 | Nsdr 1.260
[2024-12-12 18:00:15,710][demucs.solver][INFO] - Valid | Epoch 619 | 5/20 | 3.66 it/sec | Loss 0.5231 | Reco 0.5231 | Nsdr 1.263
[2024-12-12 18:00:15,912][demucs.solver][INFO] - Valid | Epoch 619 | 6/20 | 3.80 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.278
[2024-12-12 18:00:16,093][demucs.solver][INFO] - Valid | Epoch 619 | 7/20 | 3.96 it/sec | Loss 0.5281 | Reco 0.5281 | Nsdr 1.300
[2024-12-12 18:00:16,291][demucs.solver][INFO] - Valid | Epoch 619 | 8/20 | 4.06 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.298
[2024-12-12 18:00:16,493][demucs.solver][INFO] - Valid | Epoch 619 | 9/20 | 4.13 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.320
[2024-12-12 18:00:16,713][demucs.solver][INFO] - Valid | Epoch 619 | 10/20 | 4.17 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.302
[2024-12-12 18:00:16,911][demucs.solver][INFO] - Valid | Epoch 619 | 11/20 | 4.23 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.298
[2024-12-12 18:00:17,086][demucs.solver][INFO] - Valid | Epoch 619 | 12/20 | 4.31 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.275
[2024-12-12 18:00:17,305][demucs.solver][INFO] - Valid | Epoch 619 | 13/20 | 4.33 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.276
[2024-12-12 18:00:17,481][demucs.solver][INFO] - Valid | Epoch 619 | 14/20 | 4.40 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.284
[2024-12-12 18:00:17,676][demucs.solver][INFO] - Valid | Epoch 619 | 15/20 | 4.44 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.291
[2024-12-12 18:00:17,895][demucs.solver][INFO] - Valid | Epoch 619 | 16/20 | 4.45 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.298
[2024-12-12 18:00:18,091][demucs.solver][INFO] - Valid | Epoch 619 | 17/20 | 4.48 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.306
[2024-12-12 18:00:18,293][demucs.solver][INFO] - Valid | Epoch 619 | 18/20 | 4.50 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.270
[2024-12-12 18:00:18,473][demucs.solver][INFO] - Valid | Epoch 619 | 19/20 | 4.54 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.283
[2024-12-12 18:00:18,863][demucs.solver][INFO] - Valid Summary | Epoch 619 | Loss=0.5337 | Reco=0.5337 | Nsdr=1.283 | Best=0.5289 | Bname=main
[2024-12-12 18:00:20,293][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:00:20,293][demucs.solver][INFO] - Training...
[2024-12-12 18:00:30,623][demucs.solver][INFO] - Train | Epoch 620 | 1/14 | 0.23 it/sec | Loss 0.2228 | Reco 0.2228 | Grad 1.8814
[2024-12-12 18:00:31,400][demucs.solver][INFO] - Train | Epoch 620 | 2/14 | 0.32 it/sec | Loss 0.2192 | Reco 0.2192 | Grad 2.0064
[2024-12-12 18:00:32,059][demucs.solver][INFO] - Train | Epoch 620 | 3/14 | 0.40 it/sec | Loss 0.2297 | Reco 0.2297 | Grad 1.7195
[2024-12-12 18:00:32,717][demucs.solver][INFO] - Train | Epoch 620 | 4/14 | 0.47 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 2.0813
[2024-12-12 18:00:33,375][demucs.solver][INFO] - Train | Epoch 620 | 5/14 | 0.53 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 2.2973
[2024-12-12 18:00:34,040][demucs.solver][INFO] - Train | Epoch 620 | 6/14 | 0.58 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 2.2378
[2024-12-12 18:00:34,706][demucs.solver][INFO] - Train | Epoch 620 | 7/14 | 0.63 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 2.3166
[2024-12-12 18:00:35,363][demucs.solver][INFO] - Train | Epoch 620 | 8/14 | 0.67 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 2.1202
[2024-12-12 18:00:36,021][demucs.solver][INFO] - Train | Epoch 620 | 9/14 | 0.71 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.0143
[2024-12-12 18:00:36,668][demucs.solver][INFO] - Train | Epoch 620 | 10/14 | 0.75 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.0627
[2024-12-12 18:00:37,313][demucs.solver][INFO] - Train | Epoch 620 | 11/14 | 0.78 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.0219
[2024-12-12 18:00:37,959][demucs.solver][INFO] - Train | Epoch 620 | 12/14 | 0.81 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.8766
[2024-12-12 18:00:38,604][demucs.solver][INFO] - Train | Epoch 620 | 13/14 | 0.84 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.8987
[2024-12-12 18:00:38,916][demucs.solver][INFO] - Train Summary | Epoch 620 | Loss=0.2454 | Reco=0.2454 | Grad=1.8987
[2024-12-12 18:00:38,916][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:00:38,916][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:00:41,652][demucs.solver][INFO] - Valid | Epoch 620 | 1/20 | 1.68 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.309
[2024-12-12 18:00:41,834][demucs.solver][INFO] - Valid | Epoch 620 | 2/20 | 2.19 it/sec | Loss 0.4473 | Reco 0.4473 | Nsdr 1.065
[2024-12-12 18:00:42,012][demucs.solver][INFO] - Valid | Epoch 620 | 3/20 | 2.58 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.152
[2024-12-12 18:00:42,214][demucs.solver][INFO] - Valid | Epoch 620 | 4/20 | 2.86 it/sec | Loss 0.5077 | Reco 0.5077 | Nsdr 1.202
[2024-12-12 18:00:42,436][demucs.solver][INFO] - Valid | Epoch 620 | 5/20 | 3.04 it/sec | Loss 0.5284 | Reco 0.5284 | Nsdr 1.202
[2024-12-12 18:00:42,634][demucs.solver][INFO] - Valid | Epoch 620 | 6/20 | 3.23 it/sec | Loss 0.5125 | Reco 0.5125 | Nsdr 1.220
[2024-12-12 18:00:42,834][demucs.solver][INFO] - Valid | Epoch 620 | 7/20 | 3.38 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.242
[2024-12-12 18:00:43,011][demucs.solver][INFO] - Valid | Epoch 620 | 8/20 | 3.53 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.243
[2024-12-12 18:00:43,237][demucs.solver][INFO] - Valid | Epoch 620 | 9/20 | 3.61 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.265
[2024-12-12 18:00:43,397][demucs.solver][INFO] - Valid | Epoch 620 | 10/20 | 3.75 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.247
[2024-12-12 18:00:43,620][demucs.solver][INFO] - Valid | Epoch 620 | 11/20 | 3.80 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.245
[2024-12-12 18:00:43,798][demucs.solver][INFO] - Valid | Epoch 620 | 12/20 | 3.90 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.224
[2024-12-12 18:00:43,994][demucs.solver][INFO] - Valid | Epoch 620 | 13/20 | 3.97 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.224
[2024-12-12 18:00:44,170][demucs.solver][INFO] - Valid | Epoch 620 | 14/20 | 4.05 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.232
[2024-12-12 18:00:44,388][demucs.solver][INFO] - Valid | Epoch 620 | 15/20 | 4.08 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.240
[2024-12-12 18:00:44,565][demucs.solver][INFO] - Valid | Epoch 620 | 16/20 | 4.15 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.246
[2024-12-12 18:00:44,785][demucs.solver][INFO] - Valid | Epoch 620 | 17/20 | 4.17 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.252
[2024-12-12 18:00:44,983][demucs.solver][INFO] - Valid | Epoch 620 | 18/20 | 4.20 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.218
[2024-12-12 18:00:45,180][demucs.solver][INFO] - Valid | Epoch 620 | 19/20 | 4.24 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.231
[2024-12-12 18:00:45,603][demucs.solver][INFO] - Valid Summary | Epoch 620 | Loss=0.5384 | Reco=0.5384 | Nsdr=1.231 | Best=0.5289 | Bname=main
[2024-12-12 18:00:45,604][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:00:45,604][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 18:01:00,004][demucs.evaluate][INFO] - Eval | 1/20 | 0.27 it/sec
[2024-12-12 18:01:03,546][demucs.evaluate][INFO] - Eval | 2/20 | 0.28 it/sec
[2024-12-12 18:01:07,113][demucs.evaluate][INFO] - Eval | 3/20 | 0.28 it/sec
[2024-12-12 18:01:10,817][demucs.evaluate][INFO] - Eval | 4/20 | 0.28 it/sec
[2024-12-12 18:01:14,531][demucs.evaluate][INFO] - Eval | 5/20 | 0.28 it/sec
[2024-12-12 18:01:18,377][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 18:01:22,101][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 18:01:25,799][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 18:01:29,365][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 18:01:32,933][demucs.evaluate][INFO] - Eval | 10/20 | 0.27 it/sec
[2024-12-12 18:01:36,523][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 18:01:40,101][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 18:01:43,716][demucs.evaluate][INFO] - Eval | 13/20 | 0.27 it/sec
[2024-12-12 18:01:47,306][demucs.evaluate][INFO] - Eval | 14/20 | 0.27 it/sec
[2024-12-12 18:01:50,857][demucs.evaluate][INFO] - Eval | 15/20 | 0.28 it/sec
[2024-12-12 18:01:54,436][demucs.evaluate][INFO] - Eval | 16/20 | 0.28 it/sec
[2024-12-12 18:01:58,037][demucs.evaluate][INFO] - Eval | 17/20 | 0.28 it/sec
[2024-12-12 18:02:01,596][demucs.evaluate][INFO] - Eval | 18/20 | 0.28 it/sec
[2024-12-12 18:02:05,190][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 18:02:05,207][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 121.75 it/sec
[2024-12-12 18:02:05,215][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 121.70 it/sec
[2024-12-12 18:02:05,225][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 116.42 it/sec
[2024-12-12 18:02:05,237][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 107.68 it/sec
[2024-12-12 18:02:05,247][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 107.36 it/sec
[2024-12-12 18:02:05,255][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 108.51 it/sec
[2024-12-12 18:02:05,263][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 110.22 it/sec
[2024-12-12 18:02:05,273][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 109.67 it/sec
[2024-12-12 18:02:05,287][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 104.27 it/sec
[2024-12-12 18:02:05,294][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 106.09 it/sec
[2024-12-12 18:02:05,304][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 105.75 it/sec
[2024-12-12 18:02:05,317][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 102.58 it/sec
[2024-12-12 18:02:05,325][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 103.85 it/sec
[2024-12-12 18:02:05,334][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 104.84 it/sec
[2024-12-12 18:02:05,343][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 105.16 it/sec
[2024-12-12 18:02:05,353][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 104.87 it/sec
[2024-12-12 18:02:05,360][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 106.30 it/sec
[2024-12-12 18:02:05,369][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 106.37 it/sec
[2024-12-12 18:02:05,378][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 106.76 it/sec
[2024-12-12 18:02:05,431][demucs.solver][INFO] - Test Summary | Epoch 620 | Nsdr=1.115 | Nsdr_drums=1.102 | Nsdr_bass=1.124 | Nsdr_other=1.108 | Nsdr_vocals=1.123
[2024-12-12 18:02:06,873][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:02:06,874][demucs.solver][INFO] - Training...
[2024-12-12 18:02:13,783][demucs.solver][INFO] - Train | Epoch 621 | 1/14 | 0.37 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 0.7064
[2024-12-12 18:02:14,463][demucs.solver][INFO] - Train | Epoch 621 | 2/14 | 0.50 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 1.6500
[2024-12-12 18:02:15,142][demucs.solver][INFO] - Train | Epoch 621 | 3/14 | 0.60 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 2.0450
[2024-12-12 18:02:15,813][demucs.solver][INFO] - Train | Epoch 621 | 4/14 | 0.68 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 2.3659
[2024-12-12 18:02:16,486][demucs.solver][INFO] - Train | Epoch 621 | 5/14 | 0.75 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 2.0828
[2024-12-12 18:02:22,798][demucs.solver][INFO] - Train | Epoch 621 | 6/14 | 0.49 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 2.0112
[2024-12-12 18:02:23,451][demucs.solver][INFO] - Train | Epoch 621 | 7/14 | 0.53 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 1.9355
[2024-12-12 18:02:24,100][demucs.solver][INFO] - Train | Epoch 621 | 8/14 | 0.57 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 1.7539
[2024-12-12 18:02:24,750][demucs.solver][INFO] - Train | Epoch 621 | 9/14 | 0.61 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.6348
[2024-12-12 18:02:25,397][demucs.solver][INFO] - Train | Epoch 621 | 10/14 | 0.65 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.7772
[2024-12-12 18:02:26,044][demucs.solver][INFO] - Train | Epoch 621 | 11/14 | 0.68 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.7892
[2024-12-12 18:02:26,693][demucs.solver][INFO] - Train | Epoch 621 | 12/14 | 0.71 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.6754
[2024-12-12 18:02:27,344][demucs.solver][INFO] - Train | Epoch 621 | 13/14 | 0.74 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.6687
[2024-12-12 18:02:27,682][demucs.solver][INFO] - Train Summary | Epoch 621 | Loss=0.2441 | Reco=0.2441 | Grad=1.6687
[2024-12-12 18:02:27,683][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:02:27,683][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:02:29,983][demucs.solver][INFO] - Valid | Epoch 621 | 1/20 | 2.78 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.302
[2024-12-12 18:02:30,205][demucs.solver][INFO] - Valid | Epoch 621 | 2/20 | 3.19 it/sec | Loss 0.4473 | Reco 0.4473 | Nsdr 1.064
[2024-12-12 18:02:30,361][demucs.solver][INFO] - Valid | Epoch 621 | 3/20 | 3.65 it/sec | Loss 0.4913 | Reco 0.4913 | Nsdr 1.148
[2024-12-12 18:02:30,564][demucs.solver][INFO] - Valid | Epoch 621 | 4/20 | 3.85 it/sec | Loss 0.5084 | Reco 0.5084 | Nsdr 1.190
[2024-12-12 18:02:30,788][demucs.solver][INFO] - Valid | Epoch 621 | 5/20 | 3.94 it/sec | Loss 0.5294 | Reco 0.5294 | Nsdr 1.184
[2024-12-12 18:02:31,008][demucs.solver][INFO] - Valid | Epoch 621 | 6/20 | 4.02 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.202
[2024-12-12 18:02:31,208][demucs.solver][INFO] - Valid | Epoch 621 | 7/20 | 4.12 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.224
[2024-12-12 18:02:31,364][demucs.solver][INFO] - Valid | Epoch 621 | 8/20 | 4.29 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.219
[2024-12-12 18:02:31,586][demucs.solver][INFO] - Valid | Epoch 621 | 9/20 | 4.31 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.240
[2024-12-12 18:02:31,762][demucs.solver][INFO] - Valid | Epoch 621 | 10/20 | 4.40 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.223
[2024-12-12 18:02:31,938][demucs.solver][INFO] - Valid | Epoch 621 | 11/20 | 4.49 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.221
[2024-12-12 18:02:32,115][demucs.solver][INFO] - Valid | Epoch 621 | 12/20 | 4.56 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.200
[2024-12-12 18:02:32,331][demucs.solver][INFO] - Valid | Epoch 621 | 13/20 | 4.57 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.203
[2024-12-12 18:02:32,554][demucs.solver][INFO] - Valid | Epoch 621 | 14/20 | 4.56 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.211
[2024-12-12 18:02:32,772][demucs.solver][INFO] - Valid | Epoch 621 | 15/20 | 4.56 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.219
[2024-12-12 18:02:32,968][demucs.solver][INFO] - Valid | Epoch 621 | 16/20 | 4.59 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.225
[2024-12-12 18:02:33,186][demucs.solver][INFO] - Valid | Epoch 621 | 17/20 | 4.59 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.233
[2024-12-12 18:02:33,363][demucs.solver][INFO] - Valid | Epoch 621 | 18/20 | 4.64 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.200
[2024-12-12 18:02:33,559][demucs.solver][INFO] - Valid | Epoch 621 | 19/20 | 4.66 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.213
[2024-12-12 18:02:34,682][demucs.solver][INFO] - Valid Summary | Epoch 621 | Loss=0.5396 | Reco=0.5396 | Nsdr=1.213 | Best=0.5289 | Bname=main
[2024-12-12 18:02:36,155][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:02:36,155][demucs.solver][INFO] - Training...
[2024-12-12 18:02:46,265][demucs.solver][INFO] - Train | Epoch 622 | 1/14 | 0.23 it/sec | Loss 0.2643 | Reco 0.2643 | Grad 1.0639
[2024-12-12 18:02:46,942][demucs.solver][INFO] - Train | Epoch 622 | 2/14 | 0.32 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.8715
[2024-12-12 18:02:47,610][demucs.solver][INFO] - Train | Epoch 622 | 3/14 | 0.40 it/sec | Loss 0.2266 | Reco 0.2266 | Grad 1.1662
[2024-12-12 18:02:48,277][demucs.solver][INFO] - Train | Epoch 622 | 4/14 | 0.47 it/sec | Loss 0.2336 | Reco 0.2336 | Grad 1.0364
[2024-12-12 18:02:48,952][demucs.solver][INFO] - Train | Epoch 622 | 5/14 | 0.53 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 0.9677
[2024-12-12 18:02:49,615][demucs.solver][INFO] - Train | Epoch 622 | 6/14 | 0.59 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 0.9031
[2024-12-12 18:02:50,275][demucs.solver][INFO] - Train | Epoch 622 | 7/14 | 0.64 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 0.9335
[2024-12-12 18:02:50,934][demucs.solver][INFO] - Train | Epoch 622 | 8/14 | 0.68 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.0466
[2024-12-12 18:02:51,595][demucs.solver][INFO] - Train | Epoch 622 | 9/14 | 0.72 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.0401
[2024-12-12 18:02:52,256][demucs.solver][INFO] - Train | Epoch 622 | 10/14 | 0.76 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.0362
[2024-12-12 18:02:52,906][demucs.solver][INFO] - Train | Epoch 622 | 11/14 | 0.79 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 0.9598
[2024-12-12 18:02:53,555][demucs.solver][INFO] - Train | Epoch 622 | 12/14 | 0.82 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.0489
[2024-12-12 18:02:54,201][demucs.solver][INFO] - Train | Epoch 622 | 13/14 | 0.85 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.1043
[2024-12-12 18:02:54,539][demucs.solver][INFO] - Train Summary | Epoch 622 | Loss=0.2425 | Reco=0.2425 | Grad=1.1043
[2024-12-12 18:02:54,539][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:02:54,539][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:02:57,299][demucs.solver][INFO] - Valid | Epoch 622 | 1/20 | 1.73 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.309
[2024-12-12 18:02:58,235][demucs.solver][INFO] - Valid | Epoch 622 | 2/20 | 1.43 it/sec | Loss 0.4470 | Reco 0.4470 | Nsdr 1.058
[2024-12-12 18:02:59,089][demucs.solver][INFO] - Valid | Epoch 622 | 3/20 | 1.36 it/sec | Loss 0.4906 | Reco 0.4906 | Nsdr 1.162
[2024-12-12 18:02:59,681][demucs.solver][INFO] - Valid | Epoch 622 | 4/20 | 1.41 it/sec | Loss 0.5074 | Reco 0.5074 | Nsdr 1.209
[2024-12-12 18:03:00,148][demucs.solver][INFO] - Valid | Epoch 622 | 5/20 | 1.50 it/sec | Loss 0.5282 | Reco 0.5282 | Nsdr 1.201
[2024-12-12 18:03:00,546][demucs.solver][INFO] - Valid | Epoch 622 | 6/20 | 1.59 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.219
[2024-12-12 18:03:00,845][demucs.solver][INFO] - Valid | Epoch 622 | 7/20 | 1.70 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.245
[2024-12-12 18:03:01,372][demucs.solver][INFO] - Valid | Epoch 622 | 8/20 | 1.72 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.241
[2024-12-12 18:03:01,836][demucs.solver][INFO] - Valid | Epoch 622 | 9/20 | 1.76 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.265
[2024-12-12 18:03:02,304][demucs.solver][INFO] - Valid | Epoch 622 | 10/20 | 1.79 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.249
[2024-12-12 18:03:02,799][demucs.solver][INFO] - Valid | Epoch 622 | 11/20 | 1.80 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.246
[2024-12-12 18:03:03,166][demucs.solver][INFO] - Valid | Epoch 622 | 12/20 | 1.85 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.225
[2024-12-12 18:03:03,542][demucs.solver][INFO] - Valid | Epoch 622 | 13/20 | 1.89 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.226
[2024-12-12 18:03:03,763][demucs.solver][INFO] - Valid | Epoch 622 | 14/20 | 1.97 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.234
[2024-12-12 18:03:03,967][demucs.solver][INFO] - Valid | Epoch 622 | 15/20 | 2.05 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.242
[2024-12-12 18:03:04,188][demucs.solver][INFO] - Valid | Epoch 622 | 16/20 | 2.11 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.247
[2024-12-12 18:03:04,405][demucs.solver][INFO] - Valid | Epoch 622 | 17/20 | 2.18 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.256
[2024-12-12 18:03:04,622][demucs.solver][INFO] - Valid | Epoch 622 | 18/20 | 2.24 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.220
[2024-12-12 18:03:04,842][demucs.solver][INFO] - Valid | Epoch 622 | 19/20 | 2.30 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.235
[2024-12-12 18:03:05,231][demucs.solver][INFO] - Valid Summary | Epoch 622 | Loss=0.5376 | Reco=0.5376 | Nsdr=1.235 | Best=0.5289 | Bname=main
[2024-12-12 18:03:06,655][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:03:06,656][demucs.solver][INFO] - Training...
[2024-12-12 18:03:17,041][demucs.solver][INFO] - Train | Epoch 623 | 1/14 | 0.23 it/sec | Loss 0.2106 | Reco 0.2106 | Grad 1.6897
[2024-12-12 18:03:17,718][demucs.solver][INFO] - Train | Epoch 623 | 2/14 | 0.32 it/sec | Loss 0.2111 | Reco 0.2111 | Grad 2.2073
[2024-12-12 18:03:18,393][demucs.solver][INFO] - Train | Epoch 623 | 3/14 | 0.39 it/sec | Loss 0.2218 | Reco 0.2218 | Grad 2.0815
[2024-12-12 18:03:19,106][demucs.solver][INFO] - Train | Epoch 623 | 4/14 | 0.46 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 1.7829
[2024-12-12 18:03:19,772][demucs.solver][INFO] - Train | Epoch 623 | 5/14 | 0.52 it/sec | Loss 0.2325 | Reco 0.2325 | Grad 1.7771
[2024-12-12 18:03:20,431][demucs.solver][INFO] - Train | Epoch 623 | 6/14 | 0.58 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 1.5752
[2024-12-12 18:03:21,105][demucs.solver][INFO] - Train | Epoch 623 | 7/14 | 0.62 it/sec | Loss 0.2323 | Reco 0.2323 | Grad 1.5757
[2024-12-12 18:03:21,792][demucs.solver][INFO] - Train | Epoch 623 | 8/14 | 0.67 it/sec | Loss 0.2324 | Reco 0.2324 | Grad 1.4331
[2024-12-12 18:03:22,459][demucs.solver][INFO] - Train | Epoch 623 | 9/14 | 0.70 it/sec | Loss 0.2316 | Reco 0.2316 | Grad 1.5769
[2024-12-12 18:03:23,531][demucs.solver][INFO] - Train | Epoch 623 | 10/14 | 0.72 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 1.6165
[2024-12-12 18:03:24,186][demucs.solver][INFO] - Train | Epoch 623 | 11/14 | 0.75 it/sec | Loss 0.2328 | Reco 0.2328 | Grad 1.6547
[2024-12-12 18:03:24,836][demucs.solver][INFO] - Train | Epoch 623 | 12/14 | 0.78 it/sec | Loss 0.2313 | Reco 0.2313 | Grad 1.6280
[2024-12-12 18:03:25,486][demucs.solver][INFO] - Train | Epoch 623 | 13/14 | 0.81 it/sec | Loss 0.2330 | Reco 0.2330 | Grad 1.5642
[2024-12-12 18:03:25,862][demucs.solver][INFO] - Train Summary | Epoch 623 | Loss=0.2330 | Reco=0.2330 | Grad=1.5642
[2024-12-12 18:03:25,862][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:03:25,862][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:03:29,577][demucs.solver][INFO] - Valid | Epoch 623 | 1/20 | 0.99 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.296
[2024-12-12 18:03:30,390][demucs.solver][INFO] - Valid | Epoch 623 | 2/20 | 1.06 it/sec | Loss 0.4471 | Reco 0.4471 | Nsdr 1.056
[2024-12-12 18:03:30,856][demucs.solver][INFO] - Valid | Epoch 623 | 3/20 | 1.22 it/sec | Loss 0.4908 | Reco 0.4908 | Nsdr 1.150
[2024-12-12 18:03:31,171][demucs.solver][INFO] - Valid | Epoch 623 | 4/20 | 1.39 it/sec | Loss 0.5077 | Reco 0.5077 | Nsdr 1.194
[2024-12-12 18:03:31,607][demucs.solver][INFO] - Valid | Epoch 623 | 5/20 | 1.48 it/sec | Loss 0.5287 | Reco 0.5287 | Nsdr 1.189
[2024-12-12 18:03:31,989][demucs.solver][INFO] - Valid | Epoch 623 | 6/20 | 1.58 it/sec | Loss 0.5127 | Reco 0.5127 | Nsdr 1.208
[2024-12-12 18:03:32,316][demucs.solver][INFO] - Valid | Epoch 623 | 7/20 | 1.68 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.230
[2024-12-12 18:03:32,683][demucs.solver][INFO] - Valid | Epoch 623 | 8/20 | 1.76 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.228
[2024-12-12 18:03:33,204][demucs.solver][INFO] - Valid | Epoch 623 | 9/20 | 1.77 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.252
[2024-12-12 18:03:33,578][demucs.solver][INFO] - Valid | Epoch 623 | 10/20 | 1.83 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.236
[2024-12-12 18:03:34,013][demucs.solver][INFO] - Valid | Epoch 623 | 11/20 | 1.86 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.233
[2024-12-12 18:03:34,514][demucs.solver][INFO] - Valid | Epoch 623 | 12/20 | 1.87 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.211
[2024-12-12 18:03:34,791][demucs.solver][INFO] - Valid | Epoch 623 | 13/20 | 1.94 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.212
[2024-12-12 18:03:35,207][demucs.solver][INFO] - Valid | Epoch 623 | 14/20 | 1.96 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.220
[2024-12-12 18:03:35,594][demucs.solver][INFO] - Valid | Epoch 623 | 15/20 | 1.99 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.228
[2024-12-12 18:03:36,072][demucs.solver][INFO] - Valid | Epoch 623 | 16/20 | 2.00 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.234
[2024-12-12 18:03:36,436][demucs.solver][INFO] - Valid | Epoch 623 | 17/20 | 2.03 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.243
[2024-12-12 18:03:36,836][demucs.solver][INFO] - Valid | Epoch 623 | 18/20 | 2.05 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.208
[2024-12-12 18:03:37,326][demucs.solver][INFO] - Valid | Epoch 623 | 19/20 | 2.05 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.223
[2024-12-12 18:03:37,807][demucs.solver][INFO] - Valid Summary | Epoch 623 | Loss=0.5385 | Reco=0.5385 | Nsdr=1.223 | Best=0.5289 | Bname=main
[2024-12-12 18:03:39,353][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:03:39,355][demucs.solver][INFO] - Training...
[2024-12-12 18:03:46,866][demucs.solver][INFO] - Train | Epoch 624 | 1/14 | 0.34 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 3.0155
[2024-12-12 18:03:47,539][demucs.solver][INFO] - Train | Epoch 624 | 2/14 | 0.46 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.4080
[2024-12-12 18:03:48,882][demucs.solver][INFO] - Train | Epoch 624 | 3/14 | 0.51 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.4654
[2024-12-12 18:03:49,548][demucs.solver][INFO] - Train | Epoch 624 | 4/14 | 0.58 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.4122
[2024-12-12 18:03:50,211][demucs.solver][INFO] - Train | Epoch 624 | 5/14 | 0.65 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.4018
[2024-12-12 18:03:50,871][demucs.solver][INFO] - Train | Epoch 624 | 6/14 | 0.71 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.2431
[2024-12-12 18:03:51,668][demucs.solver][INFO] - Train | Epoch 624 | 7/14 | 0.75 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.4043
[2024-12-12 18:03:52,325][demucs.solver][INFO] - Train | Epoch 624 | 8/14 | 0.79 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 2.5839
[2024-12-12 18:03:52,987][demucs.solver][INFO] - Train | Epoch 624 | 9/14 | 0.83 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 2.4985
[2024-12-12 18:03:53,657][demucs.solver][INFO] - Train | Epoch 624 | 10/14 | 0.87 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 2.7159
[2024-12-12 18:03:54,315][demucs.solver][INFO] - Train | Epoch 624 | 11/14 | 0.90 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 2.5488
[2024-12-12 18:03:54,972][demucs.solver][INFO] - Train | Epoch 624 | 12/14 | 0.93 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 2.5126
[2024-12-12 18:03:55,622][demucs.solver][INFO] - Train | Epoch 624 | 13/14 | 0.96 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.6589
[2024-12-12 18:03:55,961][demucs.solver][INFO] - Train Summary | Epoch 624 | Loss=0.2519 | Reco=0.2519 | Grad=2.6589
[2024-12-12 18:03:55,962][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:03:55,962][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:03:58,353][demucs.solver][INFO] - Valid | Epoch 624 | 1/20 | 2.66 it/sec | Loss 0.5773 | Reco 0.5773 | Nsdr 1.205
[2024-12-12 18:03:58,558][demucs.solver][INFO] - Valid | Epoch 624 | 2/20 | 3.14 it/sec | Loss 0.4521 | Reco 0.4521 | Nsdr 0.981
[2024-12-12 18:03:58,759][demucs.solver][INFO] - Valid | Epoch 624 | 3/20 | 3.46 it/sec | Loss 0.4963 | Reco 0.4963 | Nsdr 1.067
[2024-12-12 18:03:58,959][demucs.solver][INFO] - Valid | Epoch 624 | 4/20 | 3.68 it/sec | Loss 0.5135 | Reco 0.5135 | Nsdr 1.108
[2024-12-12 18:03:59,181][demucs.solver][INFO] - Valid | Epoch 624 | 5/20 | 3.80 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.109
[2024-12-12 18:03:59,379][demucs.solver][INFO] - Valid | Epoch 624 | 6/20 | 3.94 it/sec | Loss 0.5184 | Reco 0.5184 | Nsdr 1.128
[2024-12-12 18:03:59,581][demucs.solver][INFO] - Valid | Epoch 624 | 7/20 | 4.04 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.149
[2024-12-12 18:03:59,802][demucs.solver][INFO] - Valid | Epoch 624 | 8/20 | 4.09 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.147
[2024-12-12 18:03:59,997][demucs.solver][INFO] - Valid | Epoch 624 | 9/20 | 4.17 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.169
[2024-12-12 18:04:00,200][demucs.solver][INFO] - Valid | Epoch 624 | 10/20 | 4.23 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.152
[2024-12-12 18:04:00,378][demucs.solver][INFO] - Valid | Epoch 624 | 11/20 | 4.32 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.150
[2024-12-12 18:04:00,554][demucs.solver][INFO] - Valid | Epoch 624 | 12/20 | 4.40 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.131
[2024-12-12 18:04:00,749][demucs.solver][INFO] - Valid | Epoch 624 | 13/20 | 4.45 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.134
[2024-12-12 18:04:00,966][demucs.solver][INFO] - Valid | Epoch 624 | 14/20 | 4.46 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.141
[2024-12-12 18:04:01,184][demucs.solver][INFO] - Valid | Epoch 624 | 15/20 | 4.47 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.149
[2024-12-12 18:04:01,378][demucs.solver][INFO] - Valid | Epoch 624 | 16/20 | 4.50 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.155
[2024-12-12 18:04:01,598][demucs.solver][INFO] - Valid | Epoch 624 | 17/20 | 4.50 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.160
[2024-12-12 18:04:01,794][demucs.solver][INFO] - Valid | Epoch 624 | 18/20 | 4.53 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.128
[2024-12-12 18:04:01,969][demucs.solver][INFO] - Valid | Epoch 624 | 19/20 | 4.58 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.140
[2024-12-12 18:04:02,470][demucs.solver][INFO] - Valid Summary | Epoch 624 | Loss=0.5445 | Reco=0.5445 | Nsdr=1.140 | Best=0.5289 | Bname=main
[2024-12-12 18:04:03,934][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:04:03,934][demucs.solver][INFO] - Training...
[2024-12-12 18:04:10,619][demucs.solver][INFO] - Train | Epoch 625 | 1/14 | 0.39 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 0.6930
[2024-12-12 18:04:11,352][demucs.solver][INFO] - Train | Epoch 625 | 2/14 | 0.51 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 0.9744
[2024-12-12 18:04:12,030][demucs.solver][INFO] - Train | Epoch 625 | 3/14 | 0.61 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 0.8025
[2024-12-12 18:04:12,709][demucs.solver][INFO] - Train | Epoch 625 | 4/14 | 0.69 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.0796
[2024-12-12 18:04:13,395][demucs.solver][INFO] - Train | Epoch 625 | 5/14 | 0.76 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.3597
[2024-12-12 18:04:14,060][demucs.solver][INFO] - Train | Epoch 625 | 6/14 | 0.82 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 1.4791
[2024-12-12 18:04:14,725][demucs.solver][INFO] - Train | Epoch 625 | 7/14 | 0.87 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.4275
[2024-12-12 18:04:15,386][demucs.solver][INFO] - Train | Epoch 625 | 8/14 | 0.91 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.7778
[2024-12-12 18:04:16,039][demucs.solver][INFO] - Train | Epoch 625 | 9/14 | 0.95 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.9069
[2024-12-12 18:04:16,691][demucs.solver][INFO] - Train | Epoch 625 | 10/14 | 0.98 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.7606
[2024-12-12 18:04:17,344][demucs.solver][INFO] - Train | Epoch 625 | 11/14 | 1.01 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.7885
[2024-12-12 18:04:17,998][demucs.solver][INFO] - Train | Epoch 625 | 12/14 | 1.04 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.9093
[2024-12-12 18:04:18,647][demucs.solver][INFO] - Train | Epoch 625 | 13/14 | 1.06 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.9505
[2024-12-12 18:04:18,957][demucs.solver][INFO] - Train Summary | Epoch 625 | Loss=0.2445 | Reco=0.2445 | Grad=1.9505
[2024-12-12 18:04:18,958][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:04:18,958][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:04:21,529][demucs.solver][INFO] - Valid | Epoch 625 | 1/20 | 1.91 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.271
[2024-12-12 18:04:21,736][demucs.solver][INFO] - Valid | Epoch 625 | 2/20 | 2.40 it/sec | Loss 0.4492 | Reco 0.4492 | Nsdr 1.026
[2024-12-12 18:04:21,956][demucs.solver][INFO] - Valid | Epoch 625 | 3/20 | 2.72 it/sec | Loss 0.4926 | Reco 0.4926 | Nsdr 1.129
[2024-12-12 18:04:22,134][demucs.solver][INFO] - Valid | Epoch 625 | 4/20 | 3.03 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.177
[2024-12-12 18:04:22,311][demucs.solver][INFO] - Valid | Epoch 625 | 5/20 | 3.28 it/sec | Loss 0.5298 | Reco 0.5298 | Nsdr 1.177
[2024-12-12 18:04:22,485][demucs.solver][INFO] - Valid | Epoch 625 | 6/20 | 3.50 it/sec | Loss 0.5138 | Reco 0.5138 | Nsdr 1.196
[2024-12-12 18:04:22,682][demucs.solver][INFO] - Valid | Epoch 625 | 7/20 | 3.64 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.221
[2024-12-12 18:04:22,885][demucs.solver][INFO] - Valid | Epoch 625 | 8/20 | 3.75 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.220
[2024-12-12 18:04:23,089][demucs.solver][INFO] - Valid | Epoch 625 | 9/20 | 3.84 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.244
[2024-12-12 18:04:23,290][demucs.solver][INFO] - Valid | Epoch 625 | 10/20 | 3.92 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.227
[2024-12-12 18:04:23,492][demucs.solver][INFO] - Valid | Epoch 625 | 11/20 | 3.99 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.225
[2024-12-12 18:04:23,674][demucs.solver][INFO] - Valid | Epoch 625 | 12/20 | 4.08 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.205
[2024-12-12 18:04:23,829][demucs.solver][INFO] - Valid | Epoch 625 | 13/20 | 4.19 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.207
[2024-12-12 18:04:24,050][demucs.solver][INFO] - Valid | Epoch 625 | 14/20 | 4.21 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.216
[2024-12-12 18:04:24,271][demucs.solver][INFO] - Valid | Epoch 625 | 15/20 | 4.23 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.223
[2024-12-12 18:04:24,467][demucs.solver][INFO] - Valid | Epoch 625 | 16/20 | 4.27 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.229
[2024-12-12 18:04:24,645][demucs.solver][INFO] - Valid | Epoch 625 | 17/20 | 4.33 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.233
[2024-12-12 18:04:24,866][demucs.solver][INFO] - Valid | Epoch 625 | 18/20 | 4.34 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.197
[2024-12-12 18:04:25,021][demucs.solver][INFO] - Valid | Epoch 625 | 19/20 | 4.41 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.211
[2024-12-12 18:04:25,457][demucs.solver][INFO] - Valid Summary | Epoch 625 | Loss=0.5393 | Reco=0.5393 | Nsdr=1.211 | Best=0.5289 | Bname=main
[2024-12-12 18:04:27,239][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:04:27,239][demucs.solver][INFO] - Training...
[2024-12-12 18:04:35,767][demucs.solver][INFO] - Train | Epoch 626 | 1/14 | 0.29 it/sec | Loss 0.2228 | Reco 0.2228 | Grad 0.8488
[2024-12-12 18:04:36,448][demucs.solver][INFO] - Train | Epoch 626 | 2/14 | 0.40 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.6349
[2024-12-12 18:04:37,124][demucs.solver][INFO] - Train | Epoch 626 | 3/14 | 0.48 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.5413
[2024-12-12 18:04:37,969][demucs.solver][INFO] - Train | Epoch 626 | 4/14 | 0.55 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.6718
[2024-12-12 18:04:38,639][demucs.solver][INFO] - Train | Epoch 626 | 5/14 | 0.61 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.7069
[2024-12-12 18:04:39,302][demucs.solver][INFO] - Train | Epoch 626 | 6/14 | 0.67 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.8646
[2024-12-12 18:04:39,967][demucs.solver][INFO] - Train | Epoch 626 | 7/14 | 0.72 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.0820
[2024-12-12 18:04:40,639][demucs.solver][INFO] - Train | Epoch 626 | 8/14 | 0.76 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.9002
[2024-12-12 18:04:41,311][demucs.solver][INFO] - Train | Epoch 626 | 9/14 | 0.80 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.9565
[2024-12-12 18:04:41,985][demucs.solver][INFO] - Train | Epoch 626 | 10/14 | 0.84 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.1213
[2024-12-12 18:04:42,826][demucs.solver][INFO] - Train | Epoch 626 | 11/14 | 0.86 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 2.0939
[2024-12-12 18:04:44,032][demucs.solver][INFO] - Train | Epoch 626 | 12/14 | 0.86 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 2.0447
[2024-12-12 18:04:45,146][demucs.solver][INFO] - Train | Epoch 626 | 13/14 | 0.86 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 1.9700
[2024-12-12 18:04:45,499][demucs.solver][INFO] - Train Summary | Epoch 626 | Loss=0.2405 | Reco=0.2405 | Grad=1.9700
[2024-12-12 18:04:45,500][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:04:45,500][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:04:48,229][demucs.solver][INFO] - Valid | Epoch 626 | 1/20 | 1.78 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.289
[2024-12-12 18:04:48,599][demucs.solver][INFO] - Valid | Epoch 626 | 2/20 | 2.01 it/sec | Loss 0.4481 | Reco 0.4481 | Nsdr 1.052
[2024-12-12 18:04:49,055][demucs.solver][INFO] - Valid | Epoch 626 | 3/20 | 2.05 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.131
[2024-12-12 18:04:49,353][demucs.solver][INFO] - Valid | Epoch 626 | 4/20 | 2.22 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.171
[2024-12-12 18:04:49,594][demucs.solver][INFO] - Valid | Epoch 626 | 5/20 | 2.41 it/sec | Loss 0.5311 | Reco 0.5311 | Nsdr 1.160
[2024-12-12 18:04:49,897][demucs.solver][INFO] - Valid | Epoch 626 | 6/20 | 2.51 it/sec | Loss 0.5149 | Reco 0.5149 | Nsdr 1.180
[2024-12-12 18:04:50,174][demucs.solver][INFO] - Valid | Epoch 626 | 7/20 | 2.61 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.199
[2024-12-12 18:04:50,346][demucs.solver][INFO] - Valid | Epoch 626 | 8/20 | 2.78 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.199
[2024-12-12 18:04:50,578][demucs.solver][INFO] - Valid | Epoch 626 | 9/20 | 2.88 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.218
[2024-12-12 18:04:50,878][demucs.solver][INFO] - Valid | Epoch 626 | 10/20 | 2.92 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.205
[2024-12-12 18:04:51,216][demucs.solver][INFO] - Valid | Epoch 626 | 11/20 | 2.92 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.204
[2024-12-12 18:04:51,423][demucs.solver][INFO] - Valid | Epoch 626 | 12/20 | 3.01 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.184
[2024-12-12 18:04:51,660][demucs.solver][INFO] - Valid | Epoch 626 | 13/20 | 3.07 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.186
[2024-12-12 18:04:51,891][demucs.solver][INFO] - Valid | Epoch 626 | 14/20 | 3.13 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.194
[2024-12-12 18:04:52,123][demucs.solver][INFO] - Valid | Epoch 626 | 15/20 | 3.19 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.201
[2024-12-12 18:04:52,282][demucs.solver][INFO] - Valid | Epoch 626 | 16/20 | 3.28 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.208
[2024-12-12 18:04:52,458][demucs.solver][INFO] - Valid | Epoch 626 | 17/20 | 3.36 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.215
[2024-12-12 18:04:52,633][demucs.solver][INFO] - Valid | Epoch 626 | 18/20 | 3.44 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.183
[2024-12-12 18:04:52,832][demucs.solver][INFO] - Valid | Epoch 626 | 19/20 | 3.49 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.194
[2024-12-12 18:04:53,232][demucs.solver][INFO] - Valid Summary | Epoch 626 | Loss=0.5408 | Reco=0.5408 | Nsdr=1.194 | Best=0.5289 | Bname=main
[2024-12-12 18:04:54,787][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:04:54,787][demucs.solver][INFO] - Training...
[2024-12-12 18:05:03,852][demucs.solver][INFO] - Train | Epoch 627 | 1/14 | 0.27 it/sec | Loss 0.2655 | Reco 0.2655 | Grad 1.9372
[2024-12-12 18:05:04,521][demucs.solver][INFO] - Train | Epoch 627 | 2/14 | 0.37 it/sec | Loss 0.2598 | Reco 0.2598 | Grad 1.7304
[2024-12-12 18:05:07,948][demucs.solver][INFO] - Train | Epoch 627 | 3/14 | 0.34 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 2.0026
[2024-12-12 18:05:08,614][demucs.solver][INFO] - Train | Epoch 627 | 4/14 | 0.41 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 1.9983
[2024-12-12 18:05:09,289][demucs.solver][INFO] - Train | Epoch 627 | 5/14 | 0.46 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.8472
[2024-12-12 18:05:09,958][demucs.solver][INFO] - Train | Epoch 627 | 6/14 | 0.51 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.6514
[2024-12-12 18:05:10,623][demucs.solver][INFO] - Train | Epoch 627 | 7/14 | 0.56 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.6846
[2024-12-12 18:05:11,378][demucs.solver][INFO] - Train | Epoch 627 | 8/14 | 0.60 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.6602
[2024-12-12 18:05:12,044][demucs.solver][INFO] - Train | Epoch 627 | 9/14 | 0.64 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.7316
[2024-12-12 18:05:12,723][demucs.solver][INFO] - Train | Epoch 627 | 10/14 | 0.67 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.6934
[2024-12-12 18:05:13,390][demucs.solver][INFO] - Train | Epoch 627 | 11/14 | 0.70 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 1.7017
[2024-12-12 18:05:14,610][demucs.solver][INFO] - Train | Epoch 627 | 12/14 | 0.71 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.7209
[2024-12-12 18:05:15,456][demucs.solver][INFO] - Train | Epoch 627 | 13/14 | 0.73 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.7642
[2024-12-12 18:05:15,807][demucs.solver][INFO] - Train Summary | Epoch 627 | Loss=0.2447 | Reco=0.2447 | Grad=1.7642
[2024-12-12 18:05:15,808][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:05:15,808][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:05:18,315][demucs.solver][INFO] - Valid | Epoch 627 | 1/20 | 2.25 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.299
[2024-12-12 18:05:18,517][demucs.solver][INFO] - Valid | Epoch 627 | 2/20 | 2.75 it/sec | Loss 0.4478 | Reco 0.4478 | Nsdr 1.064
[2024-12-12 18:05:18,718][demucs.solver][INFO] - Valid | Epoch 627 | 3/20 | 3.09 it/sec | Loss 0.4920 | Reco 0.4920 | Nsdr 1.147
[2024-12-12 18:05:18,942][demucs.solver][INFO] - Valid | Epoch 627 | 4/20 | 3.30 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.184
[2024-12-12 18:05:19,139][demucs.solver][INFO] - Valid | Epoch 627 | 5/20 | 3.50 it/sec | Loss 0.5307 | Reco 0.5307 | Nsdr 1.172
[2024-12-12 18:05:19,339][demucs.solver][INFO] - Valid | Epoch 627 | 6/20 | 3.66 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.191
[2024-12-12 18:05:19,561][demucs.solver][INFO] - Valid | Epoch 627 | 7/20 | 3.75 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.210
[2024-12-12 18:05:19,758][demucs.solver][INFO] - Valid | Epoch 627 | 8/20 | 3.86 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.205
[2024-12-12 18:05:19,958][demucs.solver][INFO] - Valid | Epoch 627 | 9/20 | 3.95 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.225
[2024-12-12 18:05:20,142][demucs.solver][INFO] - Valid | Epoch 627 | 10/20 | 4.05 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.213
[2024-12-12 18:05:20,298][demucs.solver][INFO] - Valid | Epoch 627 | 11/20 | 4.18 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.213
[2024-12-12 18:05:20,495][demucs.solver][INFO] - Valid | Epoch 627 | 12/20 | 4.23 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.193
[2024-12-12 18:05:20,713][demucs.solver][INFO] - Valid | Epoch 627 | 13/20 | 4.26 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.195
[2024-12-12 18:05:20,889][demucs.solver][INFO] - Valid | Epoch 627 | 14/20 | 4.33 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.203
[2024-12-12 18:05:21,109][demucs.solver][INFO] - Valid | Epoch 627 | 15/20 | 4.34 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.210
[2024-12-12 18:05:21,287][demucs.solver][INFO] - Valid | Epoch 627 | 16/20 | 4.40 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.217
[2024-12-12 18:05:21,484][demucs.solver][INFO] - Valid | Epoch 627 | 17/20 | 4.43 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.226
[2024-12-12 18:05:21,639][demucs.solver][INFO] - Valid | Epoch 627 | 18/20 | 4.51 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.194
[2024-12-12 18:05:21,815][demucs.solver][INFO] - Valid | Epoch 627 | 19/20 | 4.56 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.207
[2024-12-12 18:05:22,308][demucs.solver][INFO] - Valid Summary | Epoch 627 | Loss=0.5402 | Reco=0.5402 | Nsdr=1.207 | Best=0.5289 | Bname=main
[2024-12-12 18:05:23,772][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:05:23,772][demucs.solver][INFO] - Training...
[2024-12-12 18:05:34,057][demucs.solver][INFO] - Train | Epoch 628 | 1/14 | 0.23 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 1.7057
[2024-12-12 18:05:34,738][demucs.solver][INFO] - Train | Epoch 628 | 2/14 | 0.32 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 1.4219
[2024-12-12 18:05:35,401][demucs.solver][INFO] - Train | Epoch 628 | 3/14 | 0.40 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 1.5340
[2024-12-12 18:05:36,055][demucs.solver][INFO] - Train | Epoch 628 | 4/14 | 0.47 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 1.9484
[2024-12-12 18:05:36,713][demucs.solver][INFO] - Train | Epoch 628 | 5/14 | 0.53 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 1.9586
[2024-12-12 18:05:37,377][demucs.solver][INFO] - Train | Epoch 628 | 6/14 | 0.58 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 1.7098
[2024-12-12 18:05:38,039][demucs.solver][INFO] - Train | Epoch 628 | 7/14 | 0.63 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.6171
[2024-12-12 18:05:38,699][demucs.solver][INFO] - Train | Epoch 628 | 8/14 | 0.68 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.7658
[2024-12-12 18:05:39,373][demucs.solver][INFO] - Train | Epoch 628 | 9/14 | 0.71 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.8545
[2024-12-12 18:05:40,045][demucs.solver][INFO] - Train | Epoch 628 | 10/14 | 0.75 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.9219
[2024-12-12 18:05:40,710][demucs.solver][INFO] - Train | Epoch 628 | 11/14 | 0.78 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.7849
[2024-12-12 18:05:41,371][demucs.solver][INFO] - Train | Epoch 628 | 12/14 | 0.81 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.0433
[2024-12-12 18:05:42,035][demucs.solver][INFO] - Train | Epoch 628 | 13/14 | 0.84 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 2.1708
[2024-12-12 18:05:42,397][demucs.solver][INFO] - Train Summary | Epoch 628 | Loss=0.2450 | Reco=0.2450 | Grad=2.1708
[2024-12-12 18:05:42,397][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:05:42,397][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:05:44,895][demucs.solver][INFO] - Valid | Epoch 628 | 1/20 | 2.39 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.304
[2024-12-12 18:05:45,077][demucs.solver][INFO] - Valid | Epoch 628 | 2/20 | 2.94 it/sec | Loss 0.4470 | Reco 0.4470 | Nsdr 1.054
[2024-12-12 18:05:45,277][demucs.solver][INFO] - Valid | Epoch 628 | 3/20 | 3.28 it/sec | Loss 0.4908 | Reco 0.4908 | Nsdr 1.144
[2024-12-12 18:05:45,520][demucs.solver][INFO] - Valid | Epoch 628 | 4/20 | 3.42 it/sec | Loss 0.5077 | Reco 0.5077 | Nsdr 1.189
[2024-12-12 18:05:45,716][demucs.solver][INFO] - Valid | Epoch 628 | 5/20 | 3.62 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 1.186
[2024-12-12 18:05:45,873][demucs.solver][INFO] - Valid | Epoch 628 | 6/20 | 3.86 it/sec | Loss 0.5124 | Reco 0.5124 | Nsdr 1.207
[2024-12-12 18:05:46,068][demucs.solver][INFO] - Valid | Epoch 628 | 7/20 | 3.98 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.229
[2024-12-12 18:05:46,222][demucs.solver][INFO] - Valid | Epoch 628 | 8/20 | 4.16 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.231
[2024-12-12 18:05:46,440][demucs.solver][INFO] - Valid | Epoch 628 | 9/20 | 4.20 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.252
[2024-12-12 18:05:46,638][demucs.solver][INFO] - Valid | Epoch 628 | 10/20 | 4.26 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.236
[2024-12-12 18:05:46,857][demucs.solver][INFO] - Valid | Epoch 628 | 11/20 | 4.29 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.235
[2024-12-12 18:05:47,073][demucs.solver][INFO] - Valid | Epoch 628 | 12/20 | 4.31 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.215
[2024-12-12 18:05:47,291][demucs.solver][INFO] - Valid | Epoch 628 | 13/20 | 4.33 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.217
[2024-12-12 18:05:47,509][demucs.solver][INFO] - Valid | Epoch 628 | 14/20 | 4.35 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.225
[2024-12-12 18:05:47,729][demucs.solver][INFO] - Valid | Epoch 628 | 15/20 | 4.36 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.232
[2024-12-12 18:05:47,947][demucs.solver][INFO] - Valid | Epoch 628 | 16/20 | 4.37 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.238
[2024-12-12 18:05:48,164][demucs.solver][INFO] - Valid | Epoch 628 | 17/20 | 4.38 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.244
[2024-12-12 18:05:48,363][demucs.solver][INFO] - Valid | Epoch 628 | 18/20 | 4.41 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.209
[2024-12-12 18:05:48,559][demucs.solver][INFO] - Valid | Epoch 628 | 19/20 | 4.44 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.222
[2024-12-12 18:05:48,991][demucs.solver][INFO] - Valid Summary | Epoch 628 | Loss=0.5382 | Reco=0.5382 | Nsdr=1.222 | Best=0.5289 | Bname=main
[2024-12-12 18:05:50,363][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:05:50,363][demucs.solver][INFO] - Training...
[2024-12-12 18:06:00,481][demucs.solver][INFO] - Train | Epoch 629 | 1/14 | 0.23 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 2.1153
[2024-12-12 18:06:01,148][demucs.solver][INFO] - Train | Epoch 629 | 2/14 | 0.33 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.0716
[2024-12-12 18:06:01,814][demucs.solver][INFO] - Train | Epoch 629 | 3/14 | 0.41 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.3040
[2024-12-12 18:06:02,474][demucs.solver][INFO] - Train | Epoch 629 | 4/14 | 0.48 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.0374
[2024-12-12 18:06:03,138][demucs.solver][INFO] - Train | Epoch 629 | 5/14 | 0.54 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.1251
[2024-12-12 18:06:03,794][demucs.solver][INFO] - Train | Epoch 629 | 6/14 | 0.59 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 2.0014
[2024-12-12 18:06:04,449][demucs.solver][INFO] - Train | Epoch 629 | 7/14 | 0.64 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 1.9829
[2024-12-12 18:06:05,107][demucs.solver][INFO] - Train | Epoch 629 | 8/14 | 0.69 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 1.9235
[2024-12-12 18:06:05,763][demucs.solver][INFO] - Train | Epoch 629 | 9/14 | 0.72 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 1.7621
[2024-12-12 18:06:06,426][demucs.solver][INFO] - Train | Epoch 629 | 10/14 | 0.76 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.7670
[2024-12-12 18:06:07,076][demucs.solver][INFO] - Train | Epoch 629 | 11/14 | 0.79 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.7846
[2024-12-12 18:06:07,731][demucs.solver][INFO] - Train | Epoch 629 | 12/14 | 0.82 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 1.8526
[2024-12-12 18:06:08,383][demucs.solver][INFO] - Train | Epoch 629 | 13/14 | 0.85 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.8096
[2024-12-12 18:06:08,740][demucs.solver][INFO] - Train Summary | Epoch 629 | Loss=0.2421 | Reco=0.2421 | Grad=1.8096
[2024-12-12 18:06:08,740][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:06:08,740][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:06:12,690][demucs.solver][INFO] - Valid | Epoch 629 | 1/20 | 0.91 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.196
[2024-12-12 18:06:13,451][demucs.solver][INFO] - Valid | Epoch 629 | 2/20 | 1.01 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 0.969
[2024-12-12 18:06:14,247][demucs.solver][INFO] - Valid | Epoch 629 | 3/20 | 1.07 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.053
[2024-12-12 18:06:14,670][demucs.solver][INFO] - Valid | Epoch 629 | 4/20 | 1.20 it/sec | Loss 0.5154 | Reco 0.5154 | Nsdr 1.092
[2024-12-12 18:06:15,088][demucs.solver][INFO] - Valid | Epoch 629 | 5/20 | 1.31 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.087
[2024-12-12 18:06:15,458][demucs.solver][INFO] - Valid | Epoch 629 | 6/20 | 1.41 it/sec | Loss 0.5201 | Reco 0.5201 | Nsdr 1.110
[2024-12-12 18:06:15,831][demucs.solver][INFO] - Valid | Epoch 629 | 7/20 | 1.50 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.130
[2024-12-12 18:06:15,987][demucs.solver][INFO] - Valid | Epoch 629 | 8/20 | 1.64 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.125
[2024-12-12 18:06:16,188][demucs.solver][INFO] - Valid | Epoch 629 | 9/20 | 1.76 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.147
[2024-12-12 18:06:16,405][demucs.solver][INFO] - Valid | Epoch 629 | 10/20 | 1.86 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.134
[2024-12-12 18:06:16,561][demucs.solver][INFO] - Valid | Epoch 629 | 11/20 | 1.98 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.135
[2024-12-12 18:06:16,717][demucs.solver][INFO] - Valid | Epoch 629 | 12/20 | 2.09 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.119
[2024-12-12 18:06:16,915][demucs.solver][INFO] - Valid | Epoch 629 | 13/20 | 2.18 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.124
[2024-12-12 18:06:17,158][demucs.solver][INFO] - Valid | Epoch 629 | 14/20 | 2.25 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.132
[2024-12-12 18:06:17,377][demucs.solver][INFO] - Valid | Epoch 629 | 15/20 | 2.32 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.139
[2024-12-12 18:06:17,601][demucs.solver][INFO] - Valid | Epoch 629 | 16/20 | 2.39 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.146
[2024-12-12 18:06:17,801][demucs.solver][INFO] - Valid | Epoch 629 | 17/20 | 2.46 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.150
[2024-12-12 18:06:18,001][demucs.solver][INFO] - Valid | Epoch 629 | 18/20 | 2.53 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.118
[2024-12-12 18:06:18,200][demucs.solver][INFO] - Valid | Epoch 629 | 19/20 | 2.60 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.130
[2024-12-12 18:06:18,584][demucs.solver][INFO] - Valid Summary | Epoch 629 | Loss=0.5456 | Reco=0.5456 | Nsdr=1.130 | Best=0.5289 | Bname=main
[2024-12-12 18:06:20,082][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:06:20,082][demucs.solver][INFO] - Training...
[2024-12-12 18:06:28,897][demucs.solver][INFO] - Train | Epoch 630 | 1/14 | 0.28 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 1.9430
[2024-12-12 18:06:31,373][demucs.solver][INFO] - Train | Epoch 630 | 2/14 | 0.31 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.4410
[2024-12-12 18:06:32,035][demucs.solver][INFO] - Train | Epoch 630 | 3/14 | 0.38 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.2200
[2024-12-12 18:06:32,701][demucs.solver][INFO] - Train | Epoch 630 | 4/14 | 0.45 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.5777
[2024-12-12 18:06:33,365][demucs.solver][INFO] - Train | Epoch 630 | 5/14 | 0.51 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.4231
[2024-12-12 18:06:34,031][demucs.solver][INFO] - Train | Epoch 630 | 6/14 | 0.56 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.7816
[2024-12-12 18:06:34,692][demucs.solver][INFO] - Train | Epoch 630 | 7/14 | 0.61 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.7420
[2024-12-12 18:06:35,357][demucs.solver][INFO] - Train | Epoch 630 | 8/14 | 0.66 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.7626
[2024-12-12 18:06:36,017][demucs.solver][INFO] - Train | Epoch 630 | 9/14 | 0.70 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.6005
[2024-12-12 18:06:36,670][demucs.solver][INFO] - Train | Epoch 630 | 10/14 | 0.73 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.5443
[2024-12-12 18:06:37,323][demucs.solver][INFO] - Train | Epoch 630 | 11/14 | 0.76 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.5678
[2024-12-12 18:06:37,975][demucs.solver][INFO] - Train | Epoch 630 | 12/14 | 0.80 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.5628
[2024-12-12 18:06:38,621][demucs.solver][INFO] - Train | Epoch 630 | 13/14 | 0.82 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.6815
[2024-12-12 18:06:38,984][demucs.solver][INFO] - Train Summary | Epoch 630 | Loss=0.2419 | Reco=0.2419 | Grad=1.6815
[2024-12-12 18:06:38,985][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:06:38,985][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:06:41,380][demucs.solver][INFO] - Valid | Epoch 630 | 1/20 | 2.49 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.269
[2024-12-12 18:06:41,601][demucs.solver][INFO] - Valid | Epoch 630 | 2/20 | 2.93 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.023
[2024-12-12 18:06:41,800][demucs.solver][INFO] - Valid | Epoch 630 | 3/20 | 3.27 it/sec | Loss 0.4935 | Reco 0.4935 | Nsdr 1.120
[2024-12-12 18:06:41,998][demucs.solver][INFO] - Valid | Epoch 630 | 4/20 | 3.52 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.166
[2024-12-12 18:06:42,196][demucs.solver][INFO] - Valid | Epoch 630 | 5/20 | 3.71 it/sec | Loss 0.5308 | Reco 0.5308 | Nsdr 1.165
[2024-12-12 18:06:42,396][demucs.solver][INFO] - Valid | Epoch 630 | 6/20 | 3.85 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.187
[2024-12-12 18:06:42,575][demucs.solver][INFO] - Valid | Epoch 630 | 7/20 | 4.01 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.211
[2024-12-12 18:06:42,774][demucs.solver][INFO] - Valid | Epoch 630 | 8/20 | 4.10 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.208
[2024-12-12 18:06:42,993][demucs.solver][INFO] - Valid | Epoch 630 | 9/20 | 4.14 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.231
[2024-12-12 18:06:43,169][demucs.solver][INFO] - Valid | Epoch 630 | 10/20 | 4.24 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.215
[2024-12-12 18:06:43,389][demucs.solver][INFO] - Valid | Epoch 630 | 11/20 | 4.27 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.213
[2024-12-12 18:06:43,609][demucs.solver][INFO] - Valid | Epoch 630 | 12/20 | 4.29 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.193
[2024-12-12 18:06:43,807][demucs.solver][INFO] - Valid | Epoch 630 | 13/20 | 4.34 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.196
[2024-12-12 18:06:44,006][demucs.solver][INFO] - Valid | Epoch 630 | 14/20 | 4.38 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.204
[2024-12-12 18:06:44,164][demucs.solver][INFO] - Valid | Epoch 630 | 15/20 | 4.46 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.212
[2024-12-12 18:06:44,363][demucs.solver][INFO] - Valid | Epoch 630 | 16/20 | 4.49 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.219
[2024-12-12 18:06:44,561][demucs.solver][INFO] - Valid | Epoch 630 | 17/20 | 4.52 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.224
[2024-12-12 18:06:44,740][demucs.solver][INFO] - Valid | Epoch 630 | 18/20 | 4.56 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.190
[2024-12-12 18:06:44,936][demucs.solver][INFO] - Valid | Epoch 630 | 19/20 | 4.59 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.203
[2024-12-12 18:06:45,341][demucs.solver][INFO] - Valid Summary | Epoch 630 | Loss=0.5400 | Reco=0.5400 | Nsdr=1.203 | Best=0.5289 | Bname=main
[2024-12-12 18:06:46,847][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:06:46,848][demucs.solver][INFO] - Training...
[2024-12-12 18:06:55,774][demucs.solver][INFO] - Train | Epoch 631 | 1/14 | 0.27 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 0.9678
[2024-12-12 18:06:56,451][demucs.solver][INFO] - Train | Epoch 631 | 2/14 | 0.37 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 0.8692
[2024-12-12 18:06:57,129][demucs.solver][INFO] - Train | Epoch 631 | 3/14 | 0.46 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 0.9208
[2024-12-12 18:06:57,805][demucs.solver][INFO] - Train | Epoch 631 | 4/14 | 0.53 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 1.6300
[2024-12-12 18:06:58,475][demucs.solver][INFO] - Train | Epoch 631 | 5/14 | 0.60 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 1.4736
[2024-12-12 18:06:59,141][demucs.solver][INFO] - Train | Epoch 631 | 6/14 | 0.65 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 1.5722
[2024-12-12 18:06:59,808][demucs.solver][INFO] - Train | Epoch 631 | 7/14 | 0.70 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 1.6646
[2024-12-12 18:07:00,473][demucs.solver][INFO] - Train | Epoch 631 | 8/14 | 0.75 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.5847
[2024-12-12 18:07:01,138][demucs.solver][INFO] - Train | Epoch 631 | 9/14 | 0.79 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.6641
[2024-12-12 18:07:01,802][demucs.solver][INFO] - Train | Epoch 631 | 10/14 | 0.82 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.7815
[2024-12-12 18:07:03,421][demucs.solver][INFO] - Train | Epoch 631 | 11/14 | 0.80 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.6900
[2024-12-12 18:07:04,779][demucs.solver][INFO] - Train | Epoch 631 | 12/14 | 0.80 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.6316
[2024-12-12 18:07:05,433][demucs.solver][INFO] - Train | Epoch 631 | 13/14 | 0.82 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 1.6396
[2024-12-12 18:07:05,773][demucs.solver][INFO] - Train Summary | Epoch 631 | Loss=0.2379 | Reco=0.2379 | Grad=1.6396
[2024-12-12 18:07:05,773][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:07:05,773][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:07:08,171][demucs.solver][INFO] - Valid | Epoch 631 | 1/20 | 2.36 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.242
[2024-12-12 18:07:08,370][demucs.solver][INFO] - Valid | Epoch 631 | 2/20 | 2.87 it/sec | Loss 0.4499 | Reco 0.4499 | Nsdr 1.020
[2024-12-12 18:07:08,572][demucs.solver][INFO] - Valid | Epoch 631 | 3/20 | 3.20 it/sec | Loss 0.4948 | Reco 0.4948 | Nsdr 1.084
[2024-12-12 18:07:08,794][demucs.solver][INFO] - Valid | Epoch 631 | 4/20 | 3.40 it/sec | Loss 0.5123 | Reco 0.5123 | Nsdr 1.122
[2024-12-12 18:07:08,998][demucs.solver][INFO] - Valid | Epoch 631 | 5/20 | 3.58 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.111
[2024-12-12 18:07:09,196][demucs.solver][INFO] - Valid | Epoch 631 | 6/20 | 3.74 it/sec | Loss 0.5177 | Reco 0.5177 | Nsdr 1.133
[2024-12-12 18:07:09,395][demucs.solver][INFO] - Valid | Epoch 631 | 7/20 | 3.86 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.147
[2024-12-12 18:07:09,597][demucs.solver][INFO] - Valid | Epoch 631 | 8/20 | 3.96 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.146
[2024-12-12 18:07:09,800][demucs.solver][INFO] - Valid | Epoch 631 | 9/20 | 4.04 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.164
[2024-12-12 18:07:10,025][demucs.solver][INFO] - Valid | Epoch 631 | 10/20 | 4.07 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.154
[2024-12-12 18:07:10,247][demucs.solver][INFO] - Valid | Epoch 631 | 11/20 | 4.11 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.155
[2024-12-12 18:07:10,442][demucs.solver][INFO] - Valid | Epoch 631 | 12/20 | 4.17 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.137
[2024-12-12 18:07:10,642][demucs.solver][INFO] - Valid | Epoch 631 | 13/20 | 4.22 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.141
[2024-12-12 18:07:10,844][demucs.solver][INFO] - Valid | Epoch 631 | 14/20 | 4.26 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.148
[2024-12-12 18:07:11,042][demucs.solver][INFO] - Valid | Epoch 631 | 15/20 | 4.30 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.154
[2024-12-12 18:07:11,257][demucs.solver][INFO] - Valid | Epoch 631 | 16/20 | 4.32 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.161
[2024-12-12 18:07:11,433][demucs.solver][INFO] - Valid | Epoch 631 | 17/20 | 4.38 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.167
[2024-12-12 18:07:11,626][demucs.solver][INFO] - Valid | Epoch 631 | 18/20 | 4.42 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.138
[2024-12-12 18:07:11,822][demucs.solver][INFO] - Valid | Epoch 631 | 19/20 | 4.45 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.147
[2024-12-12 18:07:12,232][demucs.solver][INFO] - Valid Summary | Epoch 631 | Loss=0.5438 | Reco=0.5438 | Nsdr=1.147 | Best=0.5289 | Bname=main
[2024-12-12 18:07:13,883][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:07:13,885][demucs.solver][INFO] - Training...
[2024-12-12 18:07:25,084][demucs.solver][INFO] - Train | Epoch 632 | 1/14 | 0.21 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 0.6026
[2024-12-12 18:07:25,961][demucs.solver][INFO] - Train | Epoch 632 | 2/14 | 0.29 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.3499
[2024-12-12 18:07:27,170][demucs.solver][INFO] - Train | Epoch 632 | 3/14 | 0.34 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.2708
[2024-12-12 18:07:28,365][demucs.solver][INFO] - Train | Epoch 632 | 4/14 | 0.39 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 1.6624
[2024-12-12 18:07:29,577][demucs.solver][INFO] - Train | Epoch 632 | 5/14 | 0.42 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.6955
[2024-12-12 18:07:30,347][demucs.solver][INFO] - Train | Epoch 632 | 6/14 | 0.47 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 1.6655
[2024-12-12 18:07:31,077][demucs.solver][INFO] - Train | Epoch 632 | 7/14 | 0.51 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 1.8678
[2024-12-12 18:07:31,777][demucs.solver][INFO] - Train | Epoch 632 | 8/14 | 0.55 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 1.8837
[2024-12-12 18:07:32,444][demucs.solver][INFO] - Train | Epoch 632 | 9/14 | 0.59 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.8184
[2024-12-12 18:07:33,104][demucs.solver][INFO] - Train | Epoch 632 | 10/14 | 0.62 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.9627
[2024-12-12 18:07:33,776][demucs.solver][INFO] - Train | Epoch 632 | 11/14 | 0.65 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.8291
[2024-12-12 18:07:34,438][demucs.solver][INFO] - Train | Epoch 632 | 12/14 | 0.68 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.9142
[2024-12-12 18:07:35,092][demucs.solver][INFO] - Train | Epoch 632 | 13/14 | 0.71 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.0107
[2024-12-12 18:07:35,422][demucs.solver][INFO] - Train Summary | Epoch 632 | Loss=0.2442 | Reco=0.2442 | Grad=2.0107
[2024-12-12 18:07:35,422][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:07:35,422][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:07:38,915][demucs.solver][INFO] - Valid | Epoch 632 | 1/20 | 1.08 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.340
[2024-12-12 18:07:39,913][demucs.solver][INFO] - Valid | Epoch 632 | 2/20 | 1.05 it/sec | Loss 0.4454 | Reco 0.4454 | Nsdr 1.081
[2024-12-12 18:07:40,790][demucs.solver][INFO] - Valid | Epoch 632 | 3/20 | 1.07 it/sec | Loss 0.4887 | Reco 0.4887 | Nsdr 1.181
[2024-12-12 18:07:41,600][demucs.solver][INFO] - Valid | Epoch 632 | 4/20 | 1.10 it/sec | Loss 0.5053 | Reco 0.5053 | Nsdr 1.228
[2024-12-12 18:07:42,078][demucs.solver][INFO] - Valid | Epoch 632 | 5/20 | 1.20 it/sec | Loss 0.5257 | Reco 0.5257 | Nsdr 1.230
[2024-12-12 18:07:42,484][demucs.solver][INFO] - Valid | Epoch 632 | 6/20 | 1.29 it/sec | Loss 0.5098 | Reco 0.5098 | Nsdr 1.248
[2024-12-12 18:07:42,917][demucs.solver][INFO] - Valid | Epoch 632 | 7/20 | 1.37 it/sec | Loss 0.5304 | Reco 0.5304 | Nsdr 1.272
[2024-12-12 18:07:43,326][demucs.solver][INFO] - Valid | Epoch 632 | 8/20 | 1.44 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.272
[2024-12-12 18:07:43,617][demucs.solver][INFO] - Valid | Epoch 632 | 9/20 | 1.52 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.295
[2024-12-12 18:07:44,025][demucs.solver][INFO] - Valid | Epoch 632 | 10/20 | 1.58 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.278
[2024-12-12 18:07:44,475][demucs.solver][INFO] - Valid | Epoch 632 | 11/20 | 1.62 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.275
[2024-12-12 18:07:44,842][demucs.solver][INFO] - Valid | Epoch 632 | 12/20 | 1.67 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.251
[2024-12-12 18:07:45,240][demucs.solver][INFO] - Valid | Epoch 632 | 13/20 | 1.71 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.250
[2024-12-12 18:07:45,610][demucs.solver][INFO] - Valid | Epoch 632 | 14/20 | 1.75 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.259
[2024-12-12 18:07:45,977][demucs.solver][INFO] - Valid | Epoch 632 | 15/20 | 1.79 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.267
[2024-12-12 18:07:46,224][demucs.solver][INFO] - Valid | Epoch 632 | 16/20 | 1.85 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.273
[2024-12-12 18:07:46,458][demucs.solver][INFO] - Valid | Epoch 632 | 17/20 | 1.91 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.282
[2024-12-12 18:07:46,715][demucs.solver][INFO] - Valid | Epoch 632 | 18/20 | 1.97 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.246
[2024-12-12 18:07:47,082][demucs.solver][INFO] - Valid | Epoch 632 | 19/20 | 2.00 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.261
[2024-12-12 18:07:47,509][demucs.solver][INFO] - Valid Summary | Epoch 632 | Loss=0.5357 | Reco=0.5357 | Nsdr=1.261 | Best=0.5289 | Bname=main
[2024-12-12 18:07:49,099][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:07:49,101][demucs.solver][INFO] - Training...
[2024-12-12 18:08:04,216][demucs.solver][INFO] - Train | Epoch 633 | 1/14 | 0.15 it/sec | Loss 0.2179 | Reco 0.2179 | Grad 1.2912
[2024-12-12 18:08:04,880][demucs.solver][INFO] - Train | Epoch 633 | 2/14 | 0.21 it/sec | Loss 0.2196 | Reco 0.2196 | Grad 0.9901
[2024-12-12 18:08:05,545][demucs.solver][INFO] - Train | Epoch 633 | 3/14 | 0.27 it/sec | Loss 0.2273 | Reco 0.2273 | Grad 1.8430
[2024-12-12 18:08:06,205][demucs.solver][INFO] - Train | Epoch 633 | 4/14 | 0.33 it/sec | Loss 0.2299 | Reco 0.2299 | Grad 1.5930
[2024-12-12 18:08:06,868][demucs.solver][INFO] - Train | Epoch 633 | 5/14 | 0.37 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 2.0526
[2024-12-12 18:08:07,532][demucs.solver][INFO] - Train | Epoch 633 | 6/14 | 0.42 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 2.1368
[2024-12-12 18:08:08,205][demucs.solver][INFO] - Train | Epoch 633 | 7/14 | 0.46 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 2.2557
[2024-12-12 18:08:08,859][demucs.solver][INFO] - Train | Epoch 633 | 8/14 | 0.50 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 2.0230
[2024-12-12 18:08:09,512][demucs.solver][INFO] - Train | Epoch 633 | 9/14 | 0.54 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.1127
[2024-12-12 18:08:10,166][demucs.solver][INFO] - Train | Epoch 633 | 10/14 | 0.57 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.0351
[2024-12-12 18:08:10,818][demucs.solver][INFO] - Train | Epoch 633 | 11/14 | 0.60 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.9576
[2024-12-12 18:08:11,473][demucs.solver][INFO] - Train | Epoch 633 | 12/14 | 0.63 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.9042
[2024-12-12 18:08:12,124][demucs.solver][INFO] - Train | Epoch 633 | 13/14 | 0.66 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.8110
[2024-12-12 18:08:12,454][demucs.solver][INFO] - Train Summary | Epoch 633 | Loss=0.2447 | Reco=0.2447 | Grad=1.8110
[2024-12-12 18:08:12,454][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:08:12,454][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:08:15,002][demucs.solver][INFO] - Valid | Epoch 633 | 1/20 | 2.28 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.323
[2024-12-12 18:08:15,206][demucs.solver][INFO] - Valid | Epoch 633 | 2/20 | 2.78 it/sec | Loss 0.4468 | Reco 0.4468 | Nsdr 1.070
[2024-12-12 18:08:15,407][demucs.solver][INFO] - Valid | Epoch 633 | 3/20 | 3.12 it/sec | Loss 0.4901 | Reco 0.4901 | Nsdr 1.169
[2024-12-12 18:08:15,610][demucs.solver][INFO] - Valid | Epoch 633 | 4/20 | 3.37 it/sec | Loss 0.5067 | Reco 0.5067 | Nsdr 1.217
[2024-12-12 18:08:15,830][demucs.solver][INFO] - Valid | Epoch 633 | 5/20 | 3.52 it/sec | Loss 0.5273 | Reco 0.5273 | Nsdr 1.216
[2024-12-12 18:08:16,028][demucs.solver][INFO] - Valid | Epoch 633 | 6/20 | 3.68 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.235
[2024-12-12 18:08:16,228][demucs.solver][INFO] - Valid | Epoch 633 | 7/20 | 3.81 it/sec | Loss 0.5318 | Reco 0.5318 | Nsdr 1.259
[2024-12-12 18:08:16,430][demucs.solver][INFO] - Valid | Epoch 633 | 8/20 | 3.91 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.262
[2024-12-12 18:08:16,658][demucs.solver][INFO] - Valid | Epoch 633 | 9/20 | 3.95 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.285
[2024-12-12 18:08:16,814][demucs.solver][INFO] - Valid | Epoch 633 | 10/20 | 4.09 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.267
[2024-12-12 18:08:17,037][demucs.solver][INFO] - Valid | Epoch 633 | 11/20 | 4.12 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.264
[2024-12-12 18:08:17,213][demucs.solver][INFO] - Valid | Epoch 633 | 12/20 | 4.21 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.241
[2024-12-12 18:08:17,414][demucs.solver][INFO] - Valid | Epoch 633 | 13/20 | 4.26 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.242
[2024-12-12 18:08:17,610][demucs.solver][INFO] - Valid | Epoch 633 | 14/20 | 4.31 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.251
[2024-12-12 18:08:17,827][demucs.solver][INFO] - Valid | Epoch 633 | 15/20 | 4.32 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.259
[2024-12-12 18:08:18,024][demucs.solver][INFO] - Valid | Epoch 633 | 16/20 | 4.36 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.265
[2024-12-12 18:08:18,217][demucs.solver][INFO] - Valid | Epoch 633 | 17/20 | 4.40 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.271
[2024-12-12 18:08:18,394][demucs.solver][INFO] - Valid | Epoch 633 | 18/20 | 4.45 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.235
[2024-12-12 18:08:18,618][demucs.solver][INFO] - Valid | Epoch 633 | 19/20 | 4.45 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.249
[2024-12-12 18:08:19,121][demucs.solver][INFO] - Valid Summary | Epoch 633 | Loss=0.5372 | Reco=0.5372 | Nsdr=1.249 | Best=0.5289 | Bname=main
[2024-12-12 18:08:20,615][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:08:20,616][demucs.solver][INFO] - Training...
[2024-12-12 18:08:27,901][demucs.solver][INFO] - Train | Epoch 634 | 1/14 | 0.35 it/sec | Loss 0.2783 | Reco 0.2783 | Grad 2.4689
[2024-12-12 18:08:28,572][demucs.solver][INFO] - Train | Epoch 634 | 2/14 | 0.48 it/sec | Loss 0.2824 | Reco 0.2824 | Grad 1.9961
[2024-12-12 18:08:29,241][demucs.solver][INFO] - Train | Epoch 634 | 3/14 | 0.57 it/sec | Loss 0.2819 | Reco 0.2819 | Grad 1.6767
[2024-12-12 18:08:29,911][demucs.solver][INFO] - Train | Epoch 634 | 4/14 | 0.65 it/sec | Loss 0.2705 | Reco 0.2705 | Grad 1.6361
[2024-12-12 18:08:31,068][demucs.solver][INFO] - Train | Epoch 634 | 5/14 | 0.68 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 1.5034
[2024-12-12 18:08:31,735][demucs.solver][INFO] - Train | Epoch 634 | 6/14 | 0.74 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.4556
[2024-12-12 18:08:32,390][demucs.solver][INFO] - Train | Epoch 634 | 7/14 | 0.79 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.4710
[2024-12-12 18:08:33,044][demucs.solver][INFO] - Train | Epoch 634 | 8/14 | 0.83 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 1.3647
[2024-12-12 18:08:33,698][demucs.solver][INFO] - Train | Epoch 634 | 9/14 | 0.87 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 1.4516
[2024-12-12 18:08:34,351][demucs.solver][INFO] - Train | Epoch 634 | 10/14 | 0.91 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 1.6770
[2024-12-12 18:08:35,004][demucs.solver][INFO] - Train | Epoch 634 | 11/14 | 0.94 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.6828
[2024-12-12 18:08:35,657][demucs.solver][INFO] - Train | Epoch 634 | 12/14 | 0.97 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.5880
[2024-12-12 18:08:36,311][demucs.solver][INFO] - Train | Epoch 634 | 13/14 | 1.00 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.6092
[2024-12-12 18:08:36,668][demucs.solver][INFO] - Train Summary | Epoch 634 | Loss=0.2467 | Reco=0.2467 | Grad=1.6092
[2024-12-12 18:08:36,668][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:08:36,668][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:08:40,242][demucs.solver][INFO] - Valid | Epoch 634 | 1/20 | 1.05 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.284
[2024-12-12 18:08:40,446][demucs.solver][INFO] - Valid | Epoch 634 | 2/20 | 1.42 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.049
[2024-12-12 18:08:40,644][demucs.solver][INFO] - Valid | Epoch 634 | 3/20 | 1.74 it/sec | Loss 0.4936 | Reco 0.4936 | Nsdr 1.133
[2024-12-12 18:08:40,862][demucs.solver][INFO] - Valid | Epoch 634 | 4/20 | 1.98 it/sec | Loss 0.5109 | Reco 0.5109 | Nsdr 1.172
[2024-12-12 18:08:41,065][demucs.solver][INFO] - Valid | Epoch 634 | 5/20 | 2.20 it/sec | Loss 0.5322 | Reco 0.5322 | Nsdr 1.164
[2024-12-12 18:08:41,264][demucs.solver][INFO] - Valid | Epoch 634 | 6/20 | 2.39 it/sec | Loss 0.5160 | Reco 0.5160 | Nsdr 1.183
[2024-12-12 18:08:41,441][demucs.solver][INFO] - Valid | Epoch 634 | 7/20 | 2.58 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.202
[2024-12-12 18:08:41,637][demucs.solver][INFO] - Valid | Epoch 634 | 8/20 | 2.73 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.199
[2024-12-12 18:08:41,837][demucs.solver][INFO] - Valid | Epoch 634 | 9/20 | 2.86 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.221
[2024-12-12 18:08:42,054][demucs.solver][INFO] - Valid | Epoch 634 | 10/20 | 2.96 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.204
[2024-12-12 18:08:42,232][demucs.solver][INFO] - Valid | Epoch 634 | 11/20 | 3.08 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.203
[2024-12-12 18:08:42,431][demucs.solver][INFO] - Valid | Epoch 634 | 12/20 | 3.18 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.182
[2024-12-12 18:08:42,631][demucs.solver][INFO] - Valid | Epoch 634 | 13/20 | 3.26 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.184
[2024-12-12 18:08:42,850][demucs.solver][INFO] - Valid | Epoch 634 | 14/20 | 3.33 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.192
[2024-12-12 18:08:43,068][demucs.solver][INFO] - Valid | Epoch 634 | 15/20 | 3.38 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.199
[2024-12-12 18:08:43,286][demucs.solver][INFO] - Valid | Epoch 634 | 16/20 | 3.44 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.204
[2024-12-12 18:08:43,482][demucs.solver][INFO] - Valid | Epoch 634 | 17/20 | 3.50 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.213
[2024-12-12 18:08:43,699][demucs.solver][INFO] - Valid | Epoch 634 | 18/20 | 3.54 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.181
[2024-12-12 18:08:43,898][demucs.solver][INFO] - Valid | Epoch 634 | 19/20 | 3.60 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.194
[2024-12-12 18:08:44,277][demucs.solver][INFO] - Valid Summary | Epoch 634 | Loss=0.5420 | Reco=0.5420 | Nsdr=1.194 | Best=0.5289 | Bname=main
[2024-12-12 18:08:45,731][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:08:45,731][demucs.solver][INFO] - Training...
[2024-12-12 18:08:54,519][demucs.solver][INFO] - Train | Epoch 635 | 1/14 | 0.29 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 0.6556
[2024-12-12 18:08:55,184][demucs.solver][INFO] - Train | Epoch 635 | 2/14 | 0.39 it/sec | Loss 0.2701 | Reco 0.2701 | Grad 0.8132
[2024-12-12 18:08:55,858][demucs.solver][INFO] - Train | Epoch 635 | 3/14 | 0.48 it/sec | Loss 0.2702 | Reco 0.2702 | Grad 0.7579
[2024-12-12 18:08:56,527][demucs.solver][INFO] - Train | Epoch 635 | 4/14 | 0.56 it/sec | Loss 0.2643 | Reco 0.2643 | Grad 0.9434
[2024-12-12 18:08:57,190][demucs.solver][INFO] - Train | Epoch 635 | 5/14 | 0.62 it/sec | Loss 0.2596 | Reco 0.2596 | Grad 0.9762
[2024-12-12 18:08:57,850][demucs.solver][INFO] - Train | Epoch 635 | 6/14 | 0.68 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 0.8806
[2024-12-12 18:08:58,509][demucs.solver][INFO] - Train | Epoch 635 | 7/14 | 0.73 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 0.8076
[2024-12-12 18:08:59,159][demucs.solver][INFO] - Train | Epoch 635 | 8/14 | 0.77 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.9145
[2024-12-12 18:08:59,810][demucs.solver][INFO] - Train | Epoch 635 | 9/14 | 0.81 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 0.9284
[2024-12-12 18:09:00,460][demucs.solver][INFO] - Train | Epoch 635 | 10/14 | 0.85 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.0526
[2024-12-12 18:09:01,109][demucs.solver][INFO] - Train | Epoch 635 | 11/14 | 0.88 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.0866
[2024-12-12 18:09:01,757][demucs.solver][INFO] - Train | Epoch 635 | 12/14 | 0.91 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 1.0720
[2024-12-12 18:09:02,402][demucs.solver][INFO] - Train | Epoch 635 | 13/14 | 0.94 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 1.2016
[2024-12-12 18:09:02,741][demucs.solver][INFO] - Train Summary | Epoch 635 | Loss=0.2497 | Reco=0.2497 | Grad=1.2016
[2024-12-12 18:09:02,742][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:09:02,742][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:09:05,098][demucs.solver][INFO] - Valid | Epoch 635 | 1/20 | 2.75 it/sec | Loss 0.5778 | Reco 0.5778 | Nsdr 1.220
[2024-12-12 18:09:05,322][demucs.solver][INFO] - Valid | Epoch 635 | 2/20 | 3.15 it/sec | Loss 0.4527 | Reco 0.4527 | Nsdr 0.985
[2024-12-12 18:09:05,546][demucs.solver][INFO] - Valid | Epoch 635 | 3/20 | 3.40 it/sec | Loss 0.4969 | Reco 0.4969 | Nsdr 1.081
[2024-12-12 18:09:05,750][demucs.solver][INFO] - Valid | Epoch 635 | 4/20 | 3.62 it/sec | Loss 0.5142 | Reco 0.5142 | Nsdr 1.123
[2024-12-12 18:09:05,947][demucs.solver][INFO] - Valid | Epoch 635 | 5/20 | 3.80 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.119
[2024-12-12 18:09:06,146][demucs.solver][INFO] - Valid | Epoch 635 | 6/20 | 3.94 it/sec | Loss 0.5191 | Reco 0.5191 | Nsdr 1.137
[2024-12-12 18:09:06,323][demucs.solver][INFO] - Valid | Epoch 635 | 7/20 | 4.10 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.159
[2024-12-12 18:09:06,541][demucs.solver][INFO] - Valid | Epoch 635 | 8/20 | 4.14 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.156
[2024-12-12 18:09:06,722][demucs.solver][INFO] - Valid | Epoch 635 | 9/20 | 4.25 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.178
[2024-12-12 18:09:06,931][demucs.solver][INFO] - Valid | Epoch 635 | 10/20 | 4.30 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.162
[2024-12-12 18:09:07,133][demucs.solver][INFO] - Valid | Epoch 635 | 11/20 | 4.34 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.159
[2024-12-12 18:09:07,335][demucs.solver][INFO] - Valid | Epoch 635 | 12/20 | 4.38 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.138
[2024-12-12 18:09:07,555][demucs.solver][INFO] - Valid | Epoch 635 | 13/20 | 4.40 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.139
[2024-12-12 18:09:07,756][demucs.solver][INFO] - Valid | Epoch 635 | 14/20 | 4.43 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.148
[2024-12-12 18:09:07,973][demucs.solver][INFO] - Valid | Epoch 635 | 15/20 | 4.44 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.155
[2024-12-12 18:09:08,150][demucs.solver][INFO] - Valid | Epoch 635 | 16/20 | 4.50 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.160
[2024-12-12 18:09:08,349][demucs.solver][INFO] - Valid | Epoch 635 | 17/20 | 4.52 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.167
[2024-12-12 18:09:08,544][demucs.solver][INFO] - Valid | Epoch 635 | 18/20 | 4.55 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.134
[2024-12-12 18:09:08,719][demucs.solver][INFO] - Valid | Epoch 635 | 19/20 | 4.60 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.148
[2024-12-12 18:09:09,181][demucs.solver][INFO] - Valid Summary | Epoch 635 | Loss=0.5449 | Reco=0.5449 | Nsdr=1.148 | Best=0.5289 | Bname=main
[2024-12-12 18:09:10,846][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:09:10,846][demucs.solver][INFO] - Training...
[2024-12-12 18:09:20,006][demucs.solver][INFO] - Train | Epoch 636 | 1/14 | 0.27 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 0.4163
[2024-12-12 18:09:20,860][demucs.solver][INFO] - Train | Epoch 636 | 2/14 | 0.36 it/sec | Loss 0.2263 | Reco 0.2263 | Grad 0.5559
[2024-12-12 18:09:21,522][demucs.solver][INFO] - Train | Epoch 636 | 3/14 | 0.45 it/sec | Loss 0.2321 | Reco 0.2321 | Grad 0.6265
[2024-12-12 18:09:22,186][demucs.solver][INFO] - Train | Epoch 636 | 4/14 | 0.52 it/sec | Loss 0.2330 | Reco 0.2330 | Grad 1.0033
[2024-12-12 18:09:22,852][demucs.solver][INFO] - Train | Epoch 636 | 5/14 | 0.58 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.2989
[2024-12-12 18:09:23,514][demucs.solver][INFO] - Train | Epoch 636 | 6/14 | 0.64 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.6563
[2024-12-12 18:09:24,175][demucs.solver][INFO] - Train | Epoch 636 | 7/14 | 0.69 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.6895
[2024-12-12 18:09:24,836][demucs.solver][INFO] - Train | Epoch 636 | 8/14 | 0.73 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.6444
[2024-12-12 18:09:25,502][demucs.solver][INFO] - Train | Epoch 636 | 9/14 | 0.77 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.7650
[2024-12-12 18:09:26,171][demucs.solver][INFO] - Train | Epoch 636 | 10/14 | 0.81 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.9561
[2024-12-12 18:09:26,829][demucs.solver][INFO] - Train | Epoch 636 | 11/14 | 0.84 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 2.0123
[2024-12-12 18:09:27,476][demucs.solver][INFO] - Train | Epoch 636 | 12/14 | 0.87 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.9820
[2024-12-12 18:09:28,125][demucs.solver][INFO] - Train | Epoch 636 | 13/14 | 0.90 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.0281
[2024-12-12 18:09:28,464][demucs.solver][INFO] - Train Summary | Epoch 636 | Loss=0.2451 | Reco=0.2451 | Grad=2.0281
[2024-12-12 18:09:28,464][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:09:28,465][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:09:30,922][demucs.solver][INFO] - Valid | Epoch 636 | 1/20 | 2.13 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.304
[2024-12-12 18:09:31,125][demucs.solver][INFO] - Valid | Epoch 636 | 2/20 | 2.63 it/sec | Loss 0.4465 | Reco 0.4465 | Nsdr 1.061
[2024-12-12 18:09:31,347][demucs.solver][INFO] - Valid | Epoch 636 | 3/20 | 2.93 it/sec | Loss 0.4900 | Reco 0.4900 | Nsdr 1.150
[2024-12-12 18:09:31,525][demucs.solver][INFO] - Valid | Epoch 636 | 4/20 | 3.24 it/sec | Loss 0.5069 | Reco 0.5069 | Nsdr 1.192
[2024-12-12 18:09:31,727][demucs.solver][INFO] - Valid | Epoch 636 | 5/20 | 3.44 it/sec | Loss 0.5279 | Reco 0.5279 | Nsdr 1.189
[2024-12-12 18:09:31,906][demucs.solver][INFO] - Valid | Epoch 636 | 6/20 | 3.64 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.206
[2024-12-12 18:09:32,130][demucs.solver][INFO] - Valid | Epoch 636 | 7/20 | 3.72 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.228
[2024-12-12 18:09:32,355][demucs.solver][INFO] - Valid | Epoch 636 | 8/20 | 3.79 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.228
[2024-12-12 18:09:32,556][demucs.solver][INFO] - Valid | Epoch 636 | 9/20 | 3.89 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.251
[2024-12-12 18:09:32,735][demucs.solver][INFO] - Valid | Epoch 636 | 10/20 | 4.00 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.234
[2024-12-12 18:09:32,933][demucs.solver][INFO] - Valid | Epoch 636 | 11/20 | 4.07 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.231
[2024-12-12 18:09:33,132][demucs.solver][INFO] - Valid | Epoch 636 | 12/20 | 4.13 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.210
[2024-12-12 18:09:33,289][demucs.solver][INFO] - Valid | Epoch 636 | 13/20 | 4.23 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.211
[2024-12-12 18:09:33,509][demucs.solver][INFO] - Valid | Epoch 636 | 14/20 | 4.25 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.219
[2024-12-12 18:09:33,708][demucs.solver][INFO] - Valid | Epoch 636 | 15/20 | 4.29 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.227
[2024-12-12 18:09:33,862][demucs.solver][INFO] - Valid | Epoch 636 | 16/20 | 4.38 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.233
[2024-12-12 18:09:34,063][demucs.solver][INFO] - Valid | Epoch 636 | 17/20 | 4.41 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.240
[2024-12-12 18:09:34,258][demucs.solver][INFO] - Valid | Epoch 636 | 18/20 | 4.44 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.205
[2024-12-12 18:09:34,477][demucs.solver][INFO] - Valid | Epoch 636 | 19/20 | 4.45 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.219
[2024-12-12 18:09:34,880][demucs.solver][INFO] - Valid Summary | Epoch 636 | Loss=0.5380 | Reco=0.5380 | Nsdr=1.219 | Best=0.5289 | Bname=main
[2024-12-12 18:09:36,364][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:09:36,364][demucs.solver][INFO] - Training...
[2024-12-12 18:09:47,023][demucs.solver][INFO] - Train | Epoch 637 | 1/14 | 0.22 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 4.7287
[2024-12-12 18:09:47,692][demucs.solver][INFO] - Train | Epoch 637 | 2/14 | 0.31 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 3.6763
[2024-12-12 18:09:48,356][demucs.solver][INFO] - Train | Epoch 637 | 3/14 | 0.39 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 3.7559
[2024-12-12 18:09:49,014][demucs.solver][INFO] - Train | Epoch 637 | 4/14 | 0.46 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 3.5764
[2024-12-12 18:09:49,668][demucs.solver][INFO] - Train | Epoch 637 | 5/14 | 0.52 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 3.6492
[2024-12-12 18:09:50,335][demucs.solver][INFO] - Train | Epoch 637 | 6/14 | 0.57 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 3.2436
[2024-12-12 18:09:50,995][demucs.solver][INFO] - Train | Epoch 637 | 7/14 | 0.62 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 3.1031
[2024-12-12 18:09:51,664][demucs.solver][INFO] - Train | Epoch 637 | 8/14 | 0.66 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.9147
[2024-12-12 18:09:52,316][demucs.solver][INFO] - Train | Epoch 637 | 9/14 | 0.70 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.8486
[2024-12-12 18:09:52,969][demucs.solver][INFO] - Train | Epoch 637 | 10/14 | 0.74 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 2.9058
[2024-12-12 18:09:53,621][demucs.solver][INFO] - Train | Epoch 637 | 11/14 | 0.77 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 2.8568
[2024-12-12 18:09:54,271][demucs.solver][INFO] - Train | Epoch 637 | 12/14 | 0.80 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.9032
[2024-12-12 18:09:54,921][demucs.solver][INFO] - Train | Epoch 637 | 13/14 | 0.83 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 2.8706
[2024-12-12 18:09:55,299][demucs.solver][INFO] - Train Summary | Epoch 637 | Loss=0.2427 | Reco=0.2427 | Grad=2.8706
[2024-12-12 18:09:55,300][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:09:55,300][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:09:57,990][demucs.solver][INFO] - Valid | Epoch 637 | 1/20 | 1.79 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.244
[2024-12-12 18:09:58,825][demucs.solver][INFO] - Valid | Epoch 637 | 2/20 | 1.54 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.008
[2024-12-12 18:09:59,634][demucs.solver][INFO] - Valid | Epoch 637 | 3/20 | 1.45 it/sec | Loss 0.4939 | Reco 0.4939 | Nsdr 1.104
[2024-12-12 18:10:00,163][demucs.solver][INFO] - Valid | Epoch 637 | 4/20 | 1.52 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.151
[2024-12-12 18:10:00,620][demucs.solver][INFO] - Valid | Epoch 637 | 5/20 | 1.60 it/sec | Loss 0.5320 | Reco 0.5320 | Nsdr 1.146
[2024-12-12 18:10:01,091][demucs.solver][INFO] - Valid | Epoch 637 | 6/20 | 1.66 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.166
[2024-12-12 18:10:01,455][demucs.solver][INFO] - Valid | Epoch 637 | 7/20 | 1.75 it/sec | Loss 0.5365 | Reco 0.5365 | Nsdr 1.189
[2024-12-12 18:10:01,752][demucs.solver][INFO] - Valid | Epoch 637 | 8/20 | 1.84 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.190
[2024-12-12 18:10:02,197][demucs.solver][INFO] - Valid | Epoch 637 | 9/20 | 1.88 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.211
[2024-12-12 18:10:02,601][demucs.solver][INFO] - Valid | Epoch 637 | 10/20 | 1.92 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.193
[2024-12-12 18:10:02,989][demucs.solver][INFO] - Valid | Epoch 637 | 11/20 | 1.96 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.189
[2024-12-12 18:10:03,362][demucs.solver][INFO] - Valid | Epoch 637 | 12/20 | 2.00 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.169
[2024-12-12 18:10:03,590][demucs.solver][INFO] - Valid | Epoch 637 | 13/20 | 2.08 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.170
[2024-12-12 18:10:03,767][demucs.solver][INFO] - Valid | Epoch 637 | 14/20 | 2.18 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.178
[2024-12-12 18:10:03,986][demucs.solver][INFO] - Valid | Epoch 637 | 15/20 | 2.25 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.186
[2024-12-12 18:10:04,182][demucs.solver][INFO] - Valid | Epoch 637 | 16/20 | 2.33 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.192
[2024-12-12 18:10:04,378][demucs.solver][INFO] - Valid | Epoch 637 | 17/20 | 2.40 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.196
[2024-12-12 18:10:04,573][demucs.solver][INFO] - Valid | Epoch 637 | 18/20 | 2.47 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.162
[2024-12-12 18:10:04,787][demucs.solver][INFO] - Valid | Epoch 637 | 19/20 | 2.53 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.175
[2024-12-12 18:10:05,218][demucs.solver][INFO] - Valid Summary | Epoch 637 | Loss=0.5418 | Reco=0.5418 | Nsdr=1.175 | Best=0.5289 | Bname=main
[2024-12-12 18:10:06,723][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:10:06,723][demucs.solver][INFO] - Training...
[2024-12-12 18:10:13,454][demucs.solver][INFO] - Train | Epoch 638 | 1/14 | 0.40 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 3.0088
[2024-12-12 18:10:15,456][demucs.solver][INFO] - Train | Epoch 638 | 2/14 | 0.43 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 3.0039
[2024-12-12 18:10:16,133][demucs.solver][INFO] - Train | Epoch 638 | 3/14 | 0.52 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 2.3662
[2024-12-12 18:10:16,833][demucs.solver][INFO] - Train | Epoch 638 | 4/14 | 0.59 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.7229
[2024-12-12 18:10:17,510][demucs.solver][INFO] - Train | Epoch 638 | 5/14 | 0.66 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.5162
[2024-12-12 18:10:18,182][demucs.solver][INFO] - Train | Epoch 638 | 6/14 | 0.72 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.2090
[2024-12-12 18:10:18,874][demucs.solver][INFO] - Train | Epoch 638 | 7/14 | 0.77 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.3512
[2024-12-12 18:10:19,580][demucs.solver][INFO] - Train | Epoch 638 | 8/14 | 0.81 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.3965
[2024-12-12 18:10:20,236][demucs.solver][INFO] - Train | Epoch 638 | 9/14 | 0.85 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.4144
[2024-12-12 18:10:20,891][demucs.solver][INFO] - Train | Epoch 638 | 10/14 | 0.88 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 2.2437
[2024-12-12 18:10:21,550][demucs.solver][INFO] - Train | Epoch 638 | 11/14 | 0.91 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 2.1424
[2024-12-12 18:10:22,208][demucs.solver][INFO] - Train | Epoch 638 | 12/14 | 0.94 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.1824
[2024-12-12 18:10:22,869][demucs.solver][INFO] - Train | Epoch 638 | 13/14 | 0.97 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 2.2069
[2024-12-12 18:10:23,212][demucs.solver][INFO] - Train Summary | Epoch 638 | Loss=0.2516 | Reco=0.2516 | Grad=2.2069
[2024-12-12 18:10:23,213][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:10:23,213][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:10:25,600][demucs.solver][INFO] - Valid | Epoch 638 | 1/20 | 2.97 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.315
[2024-12-12 18:10:25,815][demucs.solver][INFO] - Valid | Epoch 638 | 2/20 | 3.37 it/sec | Loss 0.4464 | Reco 0.4464 | Nsdr 1.062
[2024-12-12 18:10:26,039][demucs.solver][INFO] - Valid | Epoch 638 | 3/20 | 3.60 it/sec | Loss 0.4900 | Reco 0.4900 | Nsdr 1.154
[2024-12-12 18:10:26,262][demucs.solver][INFO] - Valid | Epoch 638 | 4/20 | 3.74 it/sec | Loss 0.5068 | Reco 0.5068 | Nsdr 1.197
[2024-12-12 18:10:26,462][demucs.solver][INFO] - Valid | Epoch 638 | 5/20 | 3.91 it/sec | Loss 0.5276 | Reco 0.5276 | Nsdr 1.197
[2024-12-12 18:10:26,662][demucs.solver][INFO] - Valid | Epoch 638 | 6/20 | 4.03 it/sec | Loss 0.5117 | Reco 0.5117 | Nsdr 1.215
[2024-12-12 18:10:26,862][demucs.solver][INFO] - Valid | Epoch 638 | 7/20 | 4.13 it/sec | Loss 0.5324 | Reco 0.5324 | Nsdr 1.237
[2024-12-12 18:10:27,064][demucs.solver][INFO] - Valid | Epoch 638 | 8/20 | 4.21 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.236
[2024-12-12 18:10:27,283][demucs.solver][INFO] - Valid | Epoch 638 | 9/20 | 4.24 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.258
[2024-12-12 18:10:27,481][demucs.solver][INFO] - Valid | Epoch 638 | 10/20 | 4.31 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.240
[2024-12-12 18:10:27,639][demucs.solver][INFO] - Valid | Epoch 638 | 11/20 | 4.42 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.238
[2024-12-12 18:10:27,859][demucs.solver][INFO] - Valid | Epoch 638 | 12/20 | 4.43 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.215
[2024-12-12 18:10:28,036][demucs.solver][INFO] - Valid | Epoch 638 | 13/20 | 4.50 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.215
[2024-12-12 18:10:28,212][demucs.solver][INFO] - Valid | Epoch 638 | 14/20 | 4.57 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.224
[2024-12-12 18:10:28,410][demucs.solver][INFO] - Valid | Epoch 638 | 15/20 | 4.59 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.232
[2024-12-12 18:10:28,634][demucs.solver][INFO] - Valid | Epoch 638 | 16/20 | 4.59 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.239
[2024-12-12 18:10:28,832][demucs.solver][INFO] - Valid | Epoch 638 | 17/20 | 4.61 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.247
[2024-12-12 18:10:29,052][demucs.solver][INFO] - Valid | Epoch 638 | 18/20 | 4.61 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.213
[2024-12-12 18:10:29,249][demucs.solver][INFO] - Valid | Epoch 638 | 19/20 | 4.63 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.227
[2024-12-12 18:10:29,648][demucs.solver][INFO] - Valid Summary | Epoch 638 | Loss=0.5378 | Reco=0.5378 | Nsdr=1.227 | Best=0.5289 | Bname=main
[2024-12-12 18:10:31,164][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:10:31,165][demucs.solver][INFO] - Training...
[2024-12-12 18:10:40,578][demucs.solver][INFO] - Train | Epoch 639 | 1/14 | 0.26 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 3.0077
[2024-12-12 18:10:41,245][demucs.solver][INFO] - Train | Epoch 639 | 2/14 | 0.36 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 3.3256
[2024-12-12 18:10:41,916][demucs.solver][INFO] - Train | Epoch 639 | 3/14 | 0.44 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 2.9445
[2024-12-12 18:10:42,583][demucs.solver][INFO] - Train | Epoch 639 | 4/14 | 0.52 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 3.2354
[2024-12-12 18:10:43,247][demucs.solver][INFO] - Train | Epoch 639 | 5/14 | 0.58 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 3.3002
[2024-12-12 18:10:43,915][demucs.solver][INFO] - Train | Epoch 639 | 6/14 | 0.63 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 3.0998
[2024-12-12 18:10:44,572][demucs.solver][INFO] - Train | Epoch 639 | 7/14 | 0.68 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.8692
[2024-12-12 18:10:45,232][demucs.solver][INFO] - Train | Epoch 639 | 8/14 | 0.73 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.9299
[2024-12-12 18:10:45,889][demucs.solver][INFO] - Train | Epoch 639 | 9/14 | 0.77 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.9452
[2024-12-12 18:10:46,545][demucs.solver][INFO] - Train | Epoch 639 | 10/14 | 0.80 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 2.8772
[2024-12-12 18:10:47,197][demucs.solver][INFO] - Train | Epoch 639 | 11/14 | 0.84 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.6954
[2024-12-12 18:10:47,850][demucs.solver][INFO] - Train | Epoch 639 | 12/14 | 0.87 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.6554
[2024-12-12 18:10:48,500][demucs.solver][INFO] - Train | Epoch 639 | 13/14 | 0.90 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.6340
[2024-12-12 18:10:48,829][demucs.solver][INFO] - Train Summary | Epoch 639 | Loss=0.2447 | Reco=0.2447 | Grad=2.6340
[2024-12-12 18:10:48,829][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:10:48,830][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:10:51,245][demucs.solver][INFO] - Valid | Epoch 639 | 1/20 | 2.45 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.311
[2024-12-12 18:10:51,454][demucs.solver][INFO] - Valid | Epoch 639 | 2/20 | 2.93 it/sec | Loss 0.4470 | Reco 0.4470 | Nsdr 1.058
[2024-12-12 18:10:51,656][demucs.solver][INFO] - Valid | Epoch 639 | 3/20 | 3.26 it/sec | Loss 0.4905 | Reco 0.4905 | Nsdr 1.151
[2024-12-12 18:10:51,837][demucs.solver][INFO] - Valid | Epoch 639 | 4/20 | 3.55 it/sec | Loss 0.5072 | Reco 0.5072 | Nsdr 1.200
[2024-12-12 18:10:52,038][demucs.solver][INFO] - Valid | Epoch 639 | 5/20 | 3.73 it/sec | Loss 0.5281 | Reco 0.5281 | Nsdr 1.196
[2024-12-12 18:10:52,260][demucs.solver][INFO] - Valid | Epoch 639 | 6/20 | 3.82 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.215
[2024-12-12 18:10:52,442][demucs.solver][INFO] - Valid | Epoch 639 | 7/20 | 3.98 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.238
[2024-12-12 18:10:52,642][demucs.solver][INFO] - Valid | Epoch 639 | 8/20 | 4.07 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.239
[2024-12-12 18:10:52,840][demucs.solver][INFO] - Valid | Epoch 639 | 9/20 | 4.15 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.261
[2024-12-12 18:10:53,019][demucs.solver][INFO] - Valid | Epoch 639 | 10/20 | 4.25 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.244
[2024-12-12 18:10:53,219][demucs.solver][INFO] - Valid | Epoch 639 | 11/20 | 4.30 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.242
[2024-12-12 18:10:53,437][demucs.solver][INFO] - Valid | Epoch 639 | 12/20 | 4.32 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.219
[2024-12-12 18:10:53,661][demucs.solver][INFO] - Valid | Epoch 639 | 13/20 | 4.33 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.222
[2024-12-12 18:10:53,838][demucs.solver][INFO] - Valid | Epoch 639 | 14/20 | 4.40 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.231
[2024-12-12 18:10:54,019][demucs.solver][INFO] - Valid | Epoch 639 | 15/20 | 4.46 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.239
[2024-12-12 18:10:54,242][demucs.solver][INFO] - Valid | Epoch 639 | 16/20 | 4.46 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.245
[2024-12-12 18:10:54,439][demucs.solver][INFO] - Valid | Epoch 639 | 17/20 | 4.49 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.252
[2024-12-12 18:10:54,614][demucs.solver][INFO] - Valid | Epoch 639 | 18/20 | 4.54 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.217
[2024-12-12 18:10:54,814][demucs.solver][INFO] - Valid | Epoch 639 | 19/20 | 4.56 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.231
[2024-12-12 18:10:55,748][demucs.solver][INFO] - Valid Summary | Epoch 639 | Loss=0.5380 | Reco=0.5380 | Nsdr=1.231 | Best=0.5289 | Bname=main
[2024-12-12 18:10:57,363][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:10:57,364][demucs.solver][INFO] - Training...
[2024-12-12 18:11:06,530][demucs.solver][INFO] - Train | Epoch 640 | 1/14 | 0.27 it/sec | Loss 0.2727 | Reco 0.2727 | Grad 2.3163
[2024-12-12 18:11:07,209][demucs.solver][INFO] - Train | Epoch 640 | 2/14 | 0.36 it/sec | Loss 0.2651 | Reco 0.2651 | Grad 2.8370
[2024-12-12 18:11:07,881][demucs.solver][INFO] - Train | Epoch 640 | 3/14 | 0.45 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.3390
[2024-12-12 18:11:08,552][demucs.solver][INFO] - Train | Epoch 640 | 4/14 | 0.52 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 2.4172
[2024-12-12 18:11:09,218][demucs.solver][INFO] - Train | Epoch 640 | 5/14 | 0.59 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 2.0757
[2024-12-12 18:11:09,885][demucs.solver][INFO] - Train | Epoch 640 | 6/14 | 0.64 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.8241
[2024-12-12 18:11:11,092][demucs.solver][INFO] - Train | Epoch 640 | 7/14 | 0.66 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.8899
[2024-12-12 18:11:11,951][demucs.solver][INFO] - Train | Epoch 640 | 8/14 | 0.69 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.7591
[2024-12-12 18:11:12,610][demucs.solver][INFO] - Train | Epoch 640 | 9/14 | 0.73 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 1.6195
[2024-12-12 18:11:13,274][demucs.solver][INFO] - Train | Epoch 640 | 10/14 | 0.77 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 1.6046
[2024-12-12 18:11:13,976][demucs.solver][INFO] - Train | Epoch 640 | 11/14 | 0.80 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.5977
[2024-12-12 18:11:14,682][demucs.solver][INFO] - Train | Epoch 640 | 12/14 | 0.83 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.6727
[2024-12-12 18:11:15,332][demucs.solver][INFO] - Train | Epoch 640 | 13/14 | 0.86 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.7567
[2024-12-12 18:11:15,688][demucs.solver][INFO] - Train Summary | Epoch 640 | Loss=0.2448 | Reco=0.2448 | Grad=1.7567
[2024-12-12 18:11:15,689][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:11:15,689][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:11:18,107][demucs.solver][INFO] - Valid | Epoch 640 | 1/20 | 2.45 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.282
[2024-12-12 18:11:18,439][demucs.solver][INFO] - Valid | Epoch 640 | 2/20 | 2.61 it/sec | Loss 0.4482 | Reco 0.4482 | Nsdr 1.034
[2024-12-12 18:11:18,623][demucs.solver][INFO] - Valid | Epoch 640 | 3/20 | 3.00 it/sec | Loss 0.4914 | Reco 0.4914 | Nsdr 1.134
[2024-12-12 18:11:18,826][demucs.solver][INFO] - Valid | Epoch 640 | 4/20 | 3.25 it/sec | Loss 0.5081 | Reco 0.5081 | Nsdr 1.183
[2024-12-12 18:11:19,025][demucs.solver][INFO] - Valid | Epoch 640 | 5/20 | 3.45 it/sec | Loss 0.5288 | Reco 0.5288 | Nsdr 1.181
[2024-12-12 18:11:19,227][demucs.solver][INFO] - Valid | Epoch 640 | 6/20 | 3.61 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.201
[2024-12-12 18:11:19,384][demucs.solver][INFO] - Valid | Epoch 640 | 7/20 | 3.82 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.226
[2024-12-12 18:11:19,585][demucs.solver][INFO] - Valid | Epoch 640 | 8/20 | 3.92 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.223
[2024-12-12 18:11:19,785][demucs.solver][INFO] - Valid | Epoch 640 | 9/20 | 4.01 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.248
[2024-12-12 18:11:19,983][demucs.solver][INFO] - Valid | Epoch 640 | 10/20 | 4.08 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.230
[2024-12-12 18:11:20,202][demucs.solver][INFO] - Valid | Epoch 640 | 11/20 | 4.12 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.226
[2024-12-12 18:11:20,358][demucs.solver][INFO] - Valid | Epoch 640 | 12/20 | 4.24 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.205
[2024-12-12 18:11:20,583][demucs.solver][INFO] - Valid | Epoch 640 | 13/20 | 4.25 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.208
[2024-12-12 18:11:20,781][demucs.solver][INFO] - Valid | Epoch 640 | 14/20 | 4.30 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.217
[2024-12-12 18:11:20,975][demucs.solver][INFO] - Valid | Epoch 640 | 15/20 | 4.34 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.225
[2024-12-12 18:11:21,172][demucs.solver][INFO] - Valid | Epoch 640 | 16/20 | 4.38 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.231
[2024-12-12 18:11:21,370][demucs.solver][INFO] - Valid | Epoch 640 | 17/20 | 4.41 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.235
[2024-12-12 18:11:21,564][demucs.solver][INFO] - Valid | Epoch 640 | 18/20 | 4.44 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.200
[2024-12-12 18:11:21,743][demucs.solver][INFO] - Valid | Epoch 640 | 19/20 | 4.49 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.215
[2024-12-12 18:11:22,185][demucs.solver][INFO] - Valid Summary | Epoch 640 | Loss=0.5387 | Reco=0.5387 | Nsdr=1.215 | Best=0.5289 | Bname=main
[2024-12-12 18:11:22,185][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:11:22,185][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 18:11:37,460][demucs.evaluate][INFO] - Eval | 1/20 | 0.27 it/sec
[2024-12-12 18:11:41,053][demucs.evaluate][INFO] - Eval | 2/20 | 0.27 it/sec
[2024-12-12 18:11:44,743][demucs.evaluate][INFO] - Eval | 3/20 | 0.27 it/sec
[2024-12-12 18:11:48,373][demucs.evaluate][INFO] - Eval | 4/20 | 0.27 it/sec
[2024-12-12 18:11:52,141][demucs.evaluate][INFO] - Eval | 5/20 | 0.27 it/sec
[2024-12-12 18:11:55,727][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 18:11:59,355][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 18:12:03,009][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 18:12:06,583][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 18:12:10,168][demucs.evaluate][INFO] - Eval | 10/20 | 0.27 it/sec
[2024-12-12 18:12:13,787][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 18:12:17,376][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 18:12:20,945][demucs.evaluate][INFO] - Eval | 13/20 | 0.28 it/sec
[2024-12-12 18:12:24,544][demucs.evaluate][INFO] - Eval | 14/20 | 0.28 it/sec
[2024-12-12 18:12:28,124][demucs.evaluate][INFO] - Eval | 15/20 | 0.28 it/sec
[2024-12-12 18:12:31,704][demucs.evaluate][INFO] - Eval | 16/20 | 0.28 it/sec
[2024-12-12 18:12:35,396][demucs.evaluate][INFO] - Eval | 17/20 | 0.28 it/sec
[2024-12-12 18:12:39,032][demucs.evaluate][INFO] - Eval | 18/20 | 0.28 it/sec
[2024-12-12 18:12:42,778][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 18:12:42,795][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 118.00 it/sec
[2024-12-12 18:12:42,804][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 117.39 it/sec
[2024-12-12 18:12:42,811][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 122.55 it/sec
[2024-12-12 18:12:42,820][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 121.14 it/sec
[2024-12-12 18:12:42,830][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 117.13 it/sec
[2024-12-12 18:12:42,838][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 118.06 it/sec
[2024-12-12 18:12:42,845][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 120.49 it/sec
[2024-12-12 18:12:42,853][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 120.86 it/sec
[2024-12-12 18:12:42,860][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 121.89 it/sec
[2024-12-12 18:12:42,869][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 121.84 it/sec
[2024-12-12 18:12:42,878][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 121.10 it/sec
[2024-12-12 18:12:42,886][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 120.69 it/sec
[2024-12-12 18:12:42,895][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 120.13 it/sec
[2024-12-12 18:12:42,902][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 121.21 it/sec
[2024-12-12 18:12:42,910][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 121.74 it/sec
[2024-12-12 18:12:42,918][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 121.70 it/sec
[2024-12-12 18:12:42,925][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 122.73 it/sec
[2024-12-12 18:12:42,935][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 121.71 it/sec
[2024-12-12 18:12:42,945][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 120.31 it/sec
[2024-12-12 18:12:42,998][demucs.solver][INFO] - Test Summary | Epoch 640 | Nsdr=1.116 | Nsdr_drums=1.104 | Nsdr_bass=1.126 | Nsdr_other=1.109 | Nsdr_vocals=1.125
[2024-12-12 18:12:44,569][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:12:44,570][demucs.solver][INFO] - Training...
[2024-12-12 18:12:55,134][demucs.solver][INFO] - Train | Epoch 641 | 1/14 | 0.23 it/sec | Loss 0.2764 | Reco 0.2764 | Grad 2.5510
[2024-12-12 18:12:55,915][demucs.solver][INFO] - Train | Epoch 641 | 2/14 | 0.31 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 2.2798
[2024-12-12 18:12:56,588][demucs.solver][INFO] - Train | Epoch 641 | 3/14 | 0.39 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 1.9186
[2024-12-12 18:12:57,248][demucs.solver][INFO] - Train | Epoch 641 | 4/14 | 0.46 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 1.7824
[2024-12-12 18:12:57,907][demucs.solver][INFO] - Train | Epoch 641 | 5/14 | 0.52 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 1.7599
[2024-12-12 18:12:58,563][demucs.solver][INFO] - Train | Epoch 641 | 6/14 | 0.57 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 1.5261
[2024-12-12 18:12:59,216][demucs.solver][INFO] - Train | Epoch 641 | 7/14 | 0.62 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 1.5212
[2024-12-12 18:12:59,873][demucs.solver][INFO] - Train | Epoch 641 | 8/14 | 0.66 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 1.5772
[2024-12-12 18:13:00,524][demucs.solver][INFO] - Train | Epoch 641 | 9/14 | 0.70 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 1.5955
[2024-12-12 18:13:01,175][demucs.solver][INFO] - Train | Epoch 641 | 10/14 | 0.74 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 1.5423
[2024-12-12 18:13:01,824][demucs.solver][INFO] - Train | Epoch 641 | 11/14 | 0.77 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 1.5127
[2024-12-12 18:13:02,470][demucs.solver][INFO] - Train | Epoch 641 | 12/14 | 0.81 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 1.5131
[2024-12-12 18:13:03,118][demucs.solver][INFO] - Train | Epoch 641 | 13/14 | 0.83 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 1.6471
[2024-12-12 18:13:03,441][demucs.solver][INFO] - Train Summary | Epoch 641 | Loss=0.2565 | Reco=0.2565 | Grad=1.6471
[2024-12-12 18:13:03,442][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:13:03,442][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:13:05,882][demucs.solver][INFO] - Valid | Epoch 641 | 1/20 | 2.45 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.282
[2024-12-12 18:13:06,077][demucs.solver][INFO] - Valid | Epoch 641 | 2/20 | 2.97 it/sec | Loss 0.4483 | Reco 0.4483 | Nsdr 1.037
[2024-12-12 18:13:06,235][demucs.solver][INFO] - Valid | Epoch 641 | 3/20 | 3.42 it/sec | Loss 0.4922 | Reco 0.4922 | Nsdr 1.125
[2024-12-12 18:13:06,462][demucs.solver][INFO] - Valid | Epoch 641 | 4/20 | 3.58 it/sec | Loss 0.5090 | Reco 0.5090 | Nsdr 1.172
[2024-12-12 18:13:06,698][demucs.solver][INFO] - Valid | Epoch 641 | 5/20 | 3.68 it/sec | Loss 0.5302 | Reco 0.5302 | Nsdr 1.166
[2024-12-12 18:13:06,854][demucs.solver][INFO] - Valid | Epoch 641 | 6/20 | 3.91 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.186
[2024-12-12 18:13:07,073][demucs.solver][INFO] - Valid | Epoch 641 | 7/20 | 3.99 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.207
[2024-12-12 18:13:07,252][demucs.solver][INFO] - Valid | Epoch 641 | 8/20 | 4.12 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.204
[2024-12-12 18:13:07,453][demucs.solver][INFO] - Valid | Epoch 641 | 9/20 | 4.19 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.228
[2024-12-12 18:13:07,656][demucs.solver][INFO] - Valid | Epoch 641 | 10/20 | 4.25 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.211
[2024-12-12 18:13:07,880][demucs.solver][INFO] - Valid | Epoch 641 | 11/20 | 4.26 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.210
[2024-12-12 18:13:08,081][demucs.solver][INFO] - Valid | Epoch 641 | 12/20 | 4.31 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.191
[2024-12-12 18:13:08,280][demucs.solver][INFO] - Valid | Epoch 641 | 13/20 | 4.36 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.194
[2024-12-12 18:13:08,497][demucs.solver][INFO] - Valid | Epoch 641 | 14/20 | 4.37 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.203
[2024-12-12 18:13:08,694][demucs.solver][INFO] - Valid | Epoch 641 | 15/20 | 4.41 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.210
[2024-12-12 18:13:08,894][demucs.solver][INFO] - Valid | Epoch 641 | 16/20 | 4.44 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.217
[2024-12-12 18:13:09,109][demucs.solver][INFO] - Valid | Epoch 641 | 17/20 | 4.45 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.223
[2024-12-12 18:13:09,265][demucs.solver][INFO] - Valid | Epoch 641 | 18/20 | 4.52 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.190
[2024-12-12 18:13:09,494][demucs.solver][INFO] - Valid | Epoch 641 | 19/20 | 4.52 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.203
[2024-12-12 18:13:10,027][demucs.solver][INFO] - Valid Summary | Epoch 641 | Loss=0.5399 | Reco=0.5399 | Nsdr=1.203 | Best=0.5289 | Bname=main
[2024-12-12 18:13:11,414][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:13:11,414][demucs.solver][INFO] - Training...
[2024-12-12 18:13:23,449][demucs.solver][INFO] - Train | Epoch 642 | 1/14 | 0.19 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 0.5176
[2024-12-12 18:13:24,110][demucs.solver][INFO] - Train | Epoch 642 | 2/14 | 0.27 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 0.7191
[2024-12-12 18:13:24,768][demucs.solver][INFO] - Train | Epoch 642 | 3/14 | 0.34 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 1.1297
[2024-12-12 18:13:25,425][demucs.solver][INFO] - Train | Epoch 642 | 4/14 | 0.40 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 1.0835
[2024-12-12 18:13:26,080][demucs.solver][INFO] - Train | Epoch 642 | 5/14 | 0.46 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.4775
[2024-12-12 18:13:26,866][demucs.solver][INFO] - Train | Epoch 642 | 6/14 | 0.50 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.4854
[2024-12-12 18:13:27,532][demucs.solver][INFO] - Train | Epoch 642 | 7/14 | 0.55 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.4670
[2024-12-12 18:13:28,179][demucs.solver][INFO] - Train | Epoch 642 | 8/14 | 0.59 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 1.6660
[2024-12-12 18:13:28,828][demucs.solver][INFO] - Train | Epoch 642 | 9/14 | 0.63 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.5354
[2024-12-12 18:13:29,482][demucs.solver][INFO] - Train | Epoch 642 | 10/14 | 0.67 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.7232
[2024-12-12 18:13:30,132][demucs.solver][INFO] - Train | Epoch 642 | 11/14 | 0.70 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 1.6806
[2024-12-12 18:13:30,780][demucs.solver][INFO] - Train | Epoch 642 | 12/14 | 0.73 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 1.6882
[2024-12-12 18:13:31,430][demucs.solver][INFO] - Train | Epoch 642 | 13/14 | 0.76 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 1.8449
[2024-12-12 18:13:31,798][demucs.solver][INFO] - Train Summary | Epoch 642 | Loss=0.2370 | Reco=0.2370 | Grad=1.8449
[2024-12-12 18:13:31,799][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:13:31,799][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:13:34,175][demucs.solver][INFO] - Valid | Epoch 642 | 1/20 | 3.12 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.389
[2024-12-12 18:13:34,394][demucs.solver][INFO] - Valid | Epoch 642 | 2/20 | 3.49 it/sec | Loss 0.4432 | Reco 0.4432 | Nsdr 1.124
[2024-12-12 18:13:34,655][demucs.solver][INFO] - Valid | Epoch 642 | 3/20 | 3.57 it/sec | Loss 0.4866 | Reco 0.4866 | Nsdr 1.221
[2024-12-12 18:13:34,874][demucs.solver][INFO] - Valid | Epoch 642 | 4/20 | 3.73 it/sec | Loss 0.5030 | Reco 0.5030 | Nsdr 1.272
[2024-12-12 18:13:35,077][demucs.solver][INFO] - Valid | Epoch 642 | 5/20 | 3.89 it/sec | Loss 0.5234 | Reco 0.5234 | Nsdr 1.269
[2024-12-12 18:13:35,298][demucs.solver][INFO] - Valid | Epoch 642 | 6/20 | 3.97 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.288
[2024-12-12 18:13:35,535][demucs.solver][INFO] - Valid | Epoch 642 | 7/20 | 4.00 it/sec | Loss 0.5281 | Reco 0.5281 | Nsdr 1.311
[2024-12-12 18:13:35,710][demucs.solver][INFO] - Valid | Epoch 642 | 8/20 | 4.14 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.311
[2024-12-12 18:13:35,887][demucs.solver][INFO] - Valid | Epoch 642 | 9/20 | 4.25 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.333
[2024-12-12 18:13:36,068][demucs.solver][INFO] - Valid | Epoch 642 | 10/20 | 4.34 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.318
[2024-12-12 18:13:36,264][demucs.solver][INFO] - Valid | Epoch 642 | 11/20 | 4.40 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.314
[2024-12-12 18:13:36,481][demucs.solver][INFO] - Valid | Epoch 642 | 12/20 | 4.41 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.291
[2024-12-12 18:13:36,654][demucs.solver][INFO] - Valid | Epoch 642 | 13/20 | 4.49 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.291
[2024-12-12 18:13:36,871][demucs.solver][INFO] - Valid | Epoch 642 | 14/20 | 4.50 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.299
[2024-12-12 18:13:37,050][demucs.solver][INFO] - Valid | Epoch 642 | 15/20 | 4.55 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.308
[2024-12-12 18:13:37,245][demucs.solver][INFO] - Valid | Epoch 642 | 16/20 | 4.58 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.314
[2024-12-12 18:13:37,464][demucs.solver][INFO] - Valid | Epoch 642 | 17/20 | 4.58 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.322
[2024-12-12 18:13:37,662][demucs.solver][INFO] - Valid | Epoch 642 | 18/20 | 4.60 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.286
[2024-12-12 18:13:37,858][demucs.solver][INFO] - Valid | Epoch 642 | 19/20 | 4.63 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.300
[2024-12-12 18:13:38,267][demucs.solver][INFO] - Valid Summary | Epoch 642 | Loss=0.5331 | Reco=0.5331 | Nsdr=1.300 | Best=0.5289 | Bname=main
[2024-12-12 18:13:39,860][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:13:39,860][demucs.solver][INFO] - Training...
[2024-12-12 18:13:47,115][demucs.solver][INFO] - Train | Epoch 643 | 1/14 | 0.35 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 4.1527
[2024-12-12 18:13:47,795][demucs.solver][INFO] - Train | Epoch 643 | 2/14 | 0.47 it/sec | Loss 0.2626 | Reco 0.2626 | Grad 3.5158
[2024-12-12 18:13:48,470][demucs.solver][INFO] - Train | Epoch 643 | 3/14 | 0.57 it/sec | Loss 0.2637 | Reco 0.2637 | Grad 3.2199
[2024-12-12 18:13:49,131][demucs.solver][INFO] - Train | Epoch 643 | 4/14 | 0.65 it/sec | Loss 0.2658 | Reco 0.2658 | Grad 3.3647
[2024-12-12 18:13:49,794][demucs.solver][INFO] - Train | Epoch 643 | 5/14 | 0.72 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 3.3218
[2024-12-12 18:13:50,472][demucs.solver][INFO] - Train | Epoch 643 | 6/14 | 0.77 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 3.2138
[2024-12-12 18:13:51,663][demucs.solver][INFO] - Train | Epoch 643 | 7/14 | 0.78 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 2.8955
[2024-12-12 18:13:52,470][demucs.solver][INFO] - Train | Epoch 643 | 8/14 | 0.81 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.8644
[2024-12-12 18:13:53,148][demucs.solver][INFO] - Train | Epoch 643 | 9/14 | 0.85 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 3.1533
[2024-12-12 18:13:53,813][demucs.solver][INFO] - Train | Epoch 643 | 10/14 | 0.89 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 3.1428
[2024-12-12 18:13:54,473][demucs.solver][INFO] - Train | Epoch 643 | 11/14 | 0.92 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 2.9298
[2024-12-12 18:13:55,120][demucs.solver][INFO] - Train | Epoch 643 | 12/14 | 0.95 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.9888
[2024-12-12 18:13:55,765][demucs.solver][INFO] - Train | Epoch 643 | 13/14 | 0.98 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 2.9909
[2024-12-12 18:13:56,131][demucs.solver][INFO] - Train Summary | Epoch 643 | Loss=0.2523 | Reco=0.2523 | Grad=2.9909
[2024-12-12 18:13:56,132][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:13:56,132][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:13:58,498][demucs.solver][INFO] - Valid | Epoch 643 | 1/20 | 2.97 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.334
[2024-12-12 18:13:58,937][demucs.solver][INFO] - Valid | Epoch 643 | 2/20 | 2.70 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.070
[2024-12-12 18:13:59,391][demucs.solver][INFO] - Valid | Epoch 643 | 3/20 | 2.55 it/sec | Loss 0.4911 | Reco 0.4911 | Nsdr 1.165
[2024-12-12 18:13:59,815][demucs.solver][INFO] - Valid | Epoch 643 | 4/20 | 2.51 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.219
[2024-12-12 18:14:00,183][demucs.solver][INFO] - Valid | Epoch 643 | 5/20 | 2.54 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.219
[2024-12-12 18:14:00,613][demucs.solver][INFO] - Valid | Epoch 643 | 6/20 | 2.51 it/sec | Loss 0.5116 | Reco 0.5116 | Nsdr 1.240
[2024-12-12 18:14:00,878][demucs.solver][INFO] - Valid | Epoch 643 | 7/20 | 2.62 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.264
[2024-12-12 18:14:01,319][demucs.solver][INFO] - Valid | Epoch 643 | 8/20 | 2.58 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.267
[2024-12-12 18:14:01,752][demucs.solver][INFO] - Valid | Epoch 643 | 9/20 | 2.55 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.290
[2024-12-12 18:14:02,107][demucs.solver][INFO] - Valid | Epoch 643 | 10/20 | 2.57 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.272
[2024-12-12 18:14:02,425][demucs.solver][INFO] - Valid | Epoch 643 | 11/20 | 2.61 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.270
[2024-12-12 18:14:02,797][demucs.solver][INFO] - Valid | Epoch 643 | 12/20 | 2.61 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.249
[2024-12-12 18:14:03,123][demucs.solver][INFO] - Valid | Epoch 643 | 13/20 | 2.64 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.250
[2024-12-12 18:14:03,392][demucs.solver][INFO] - Valid | Epoch 643 | 14/20 | 2.69 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.259
[2024-12-12 18:14:03,611][demucs.solver][INFO] - Valid | Epoch 643 | 15/20 | 2.77 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.268
[2024-12-12 18:14:03,880][demucs.solver][INFO] - Valid | Epoch 643 | 16/20 | 2.81 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.274
[2024-12-12 18:14:04,186][demucs.solver][INFO] - Valid | Epoch 643 | 17/20 | 2.83 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.279
[2024-12-12 18:14:04,393][demucs.solver][INFO] - Valid | Epoch 643 | 18/20 | 2.89 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.242
[2024-12-12 18:14:04,595][demucs.solver][INFO] - Valid | Epoch 643 | 19/20 | 2.95 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.256
[2024-12-12 18:14:04,997][demucs.solver][INFO] - Valid Summary | Epoch 643 | Loss=0.5371 | Reco=0.5371 | Nsdr=1.256 | Best=0.5289 | Bname=main
[2024-12-12 18:14:06,302][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:14:06,302][demucs.solver][INFO] - Training...
[2024-12-12 18:14:15,125][demucs.solver][INFO] - Train | Epoch 644 | 1/14 | 0.28 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 3.4698
[2024-12-12 18:14:16,415][demucs.solver][INFO] - Train | Epoch 644 | 2/14 | 0.35 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 2.6019
[2024-12-12 18:14:17,087][demucs.solver][INFO] - Train | Epoch 644 | 3/14 | 0.44 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.3499
[2024-12-12 18:14:17,753][demucs.solver][INFO] - Train | Epoch 644 | 4/14 | 0.51 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.6969
[2024-12-12 18:14:18,423][demucs.solver][INFO] - Train | Epoch 644 | 5/14 | 0.57 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 2.8525
[2024-12-12 18:14:19,087][demucs.solver][INFO] - Train | Epoch 644 | 6/14 | 0.63 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 2.9632
[2024-12-12 18:14:19,752][demucs.solver][INFO] - Train | Epoch 644 | 7/14 | 0.68 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 2.9510
[2024-12-12 18:14:20,413][demucs.solver][INFO] - Train | Epoch 644 | 8/14 | 0.72 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 3.0514
[2024-12-12 18:14:21,075][demucs.solver][INFO] - Train | Epoch 644 | 9/14 | 0.76 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 3.1624
[2024-12-12 18:14:22,330][demucs.solver][INFO] - Train | Epoch 644 | 10/14 | 0.77 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 3.1100
[2024-12-12 18:14:23,513][demucs.solver][INFO] - Train | Epoch 644 | 11/14 | 0.77 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 3.1300
[2024-12-12 18:14:24,179][demucs.solver][INFO] - Train | Epoch 644 | 12/14 | 0.80 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 2.9574
[2024-12-12 18:14:24,840][demucs.solver][INFO] - Train | Epoch 644 | 13/14 | 0.83 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 3.0597
[2024-12-12 18:14:25,174][demucs.solver][INFO] - Train Summary | Epoch 644 | Loss=0.2532 | Reco=0.2532 | Grad=3.0597
[2024-12-12 18:14:25,174][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:14:25,174][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:14:28,127][demucs.solver][INFO] - Valid | Epoch 644 | 1/20 | 1.57 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.260
[2024-12-12 18:14:28,449][demucs.solver][INFO] - Valid | Epoch 644 | 2/20 | 1.88 it/sec | Loss 0.4512 | Reco 0.4512 | Nsdr 1.022
[2024-12-12 18:14:29,059][demucs.solver][INFO] - Valid | Epoch 644 | 3/20 | 1.81 it/sec | Loss 0.4956 | Reco 0.4956 | Nsdr 1.104
[2024-12-12 18:14:29,458][demucs.solver][INFO] - Valid | Epoch 644 | 4/20 | 1.92 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.145
[2024-12-12 18:14:29,660][demucs.solver][INFO] - Valid | Epoch 644 | 5/20 | 2.13 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.136
[2024-12-12 18:14:29,848][demucs.solver][INFO] - Valid | Epoch 644 | 6/20 | 2.33 it/sec | Loss 0.5175 | Reco 0.5175 | Nsdr 1.159
[2024-12-12 18:14:30,003][demucs.solver][INFO] - Valid | Epoch 644 | 7/20 | 2.54 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.180
[2024-12-12 18:14:30,180][demucs.solver][INFO] - Valid | Epoch 644 | 8/20 | 2.70 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.175
[2024-12-12 18:14:30,383][demucs.solver][INFO] - Valid | Epoch 644 | 9/20 | 2.83 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.196
[2024-12-12 18:14:30,557][demucs.solver][INFO] - Valid | Epoch 644 | 10/20 | 2.97 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.185
[2024-12-12 18:14:30,776][demucs.solver][INFO] - Valid | Epoch 644 | 11/20 | 3.06 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.184
[2024-12-12 18:14:30,999][demucs.solver][INFO] - Valid | Epoch 644 | 12/20 | 3.13 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.165
[2024-12-12 18:14:31,175][demucs.solver][INFO] - Valid | Epoch 644 | 13/20 | 3.24 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.166
[2024-12-12 18:14:31,371][demucs.solver][INFO] - Valid | Epoch 644 | 14/20 | 3.32 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.175
[2024-12-12 18:14:31,566][demucs.solver][INFO] - Valid | Epoch 644 | 15/20 | 3.39 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.182
[2024-12-12 18:14:31,785][demucs.solver][INFO] - Valid | Epoch 644 | 16/20 | 3.44 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.189
[2024-12-12 18:14:31,984][demucs.solver][INFO] - Valid | Epoch 644 | 17/20 | 3.51 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.195
[2024-12-12 18:14:32,160][demucs.solver][INFO] - Valid | Epoch 644 | 18/20 | 3.58 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.163
[2024-12-12 18:14:32,357][demucs.solver][INFO] - Valid | Epoch 644 | 19/20 | 3.63 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.176
[2024-12-12 18:14:32,767][demucs.solver][INFO] - Valid Summary | Epoch 644 | Loss=0.5430 | Reco=0.5430 | Nsdr=1.176 | Best=0.5289 | Bname=main
[2024-12-12 18:14:34,147][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:14:34,148][demucs.solver][INFO] - Training...
[2024-12-12 18:14:44,954][demucs.solver][INFO] - Train | Epoch 645 | 1/14 | 0.22 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 1.0421
[2024-12-12 18:14:45,621][demucs.solver][INFO] - Train | Epoch 645 | 2/14 | 0.31 it/sec | Loss 0.2545 | Reco 0.2545 | Grad 1.6282
[2024-12-12 18:14:46,287][demucs.solver][INFO] - Train | Epoch 645 | 3/14 | 0.38 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 2.1073
[2024-12-12 18:14:46,949][demucs.solver][INFO] - Train | Epoch 645 | 4/14 | 0.45 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.1429
[2024-12-12 18:14:47,609][demucs.solver][INFO] - Train | Epoch 645 | 5/14 | 0.51 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.9691
[2024-12-12 18:14:48,269][demucs.solver][INFO] - Train | Epoch 645 | 6/14 | 0.56 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.8697
[2024-12-12 18:14:48,932][demucs.solver][INFO] - Train | Epoch 645 | 7/14 | 0.61 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 2.0642
[2024-12-12 18:14:49,588][demucs.solver][INFO] - Train | Epoch 645 | 8/14 | 0.65 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.1730
[2024-12-12 18:14:50,246][demucs.solver][INFO] - Train | Epoch 645 | 9/14 | 0.69 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 2.1751
[2024-12-12 18:14:50,900][demucs.solver][INFO] - Train | Epoch 645 | 10/14 | 0.73 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.3181
[2024-12-12 18:14:51,549][demucs.solver][INFO] - Train | Epoch 645 | 11/14 | 0.76 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 2.2876
[2024-12-12 18:14:52,200][demucs.solver][INFO] - Train | Epoch 645 | 12/14 | 0.79 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.2998
[2024-12-12 18:14:52,849][demucs.solver][INFO] - Train | Epoch 645 | 13/14 | 0.82 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.2658
[2024-12-12 18:14:53,203][demucs.solver][INFO] - Train Summary | Epoch 645 | Loss=0.2417 | Reco=0.2417 | Grad=2.2658
[2024-12-12 18:14:53,204][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:14:53,204][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:14:55,775][demucs.solver][INFO] - Valid | Epoch 645 | 1/20 | 2.69 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.262
[2024-12-12 18:14:55,975][demucs.solver][INFO] - Valid | Epoch 645 | 2/20 | 3.18 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.019
[2024-12-12 18:14:56,176][demucs.solver][INFO] - Valid | Epoch 645 | 3/20 | 3.49 it/sec | Loss 0.4947 | Reco 0.4947 | Nsdr 1.104
[2024-12-12 18:14:56,375][demucs.solver][INFO] - Valid | Epoch 645 | 4/20 | 3.72 it/sec | Loss 0.5116 | Reco 0.5116 | Nsdr 1.151
[2024-12-12 18:14:56,532][demucs.solver][INFO] - Valid | Epoch 645 | 5/20 | 4.00 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.151
[2024-12-12 18:14:56,748][demucs.solver][INFO] - Valid | Epoch 645 | 6/20 | 4.08 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.174
[2024-12-12 18:14:56,950][demucs.solver][INFO] - Valid | Epoch 645 | 7/20 | 4.17 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.194
[2024-12-12 18:14:57,169][demucs.solver][INFO] - Valid | Epoch 645 | 8/20 | 4.21 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.189
[2024-12-12 18:14:57,371][demucs.solver][INFO] - Valid | Epoch 645 | 9/20 | 4.27 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.210
[2024-12-12 18:14:57,571][demucs.solver][INFO] - Valid | Epoch 645 | 10/20 | 4.33 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.197
[2024-12-12 18:14:57,772][demucs.solver][INFO] - Valid | Epoch 645 | 11/20 | 4.38 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.197
[2024-12-12 18:14:57,993][demucs.solver][INFO] - Valid | Epoch 645 | 12/20 | 4.39 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.177
[2024-12-12 18:14:58,210][demucs.solver][INFO] - Valid | Epoch 645 | 13/20 | 4.40 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.182
[2024-12-12 18:14:58,429][demucs.solver][INFO] - Valid | Epoch 645 | 14/20 | 4.41 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.190
[2024-12-12 18:14:58,646][demucs.solver][INFO] - Valid | Epoch 645 | 15/20 | 4.43 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.198
[2024-12-12 18:14:58,863][demucs.solver][INFO] - Valid | Epoch 645 | 16/20 | 4.44 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.205
[2024-12-12 18:14:59,060][demucs.solver][INFO] - Valid | Epoch 645 | 17/20 | 4.47 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.210
[2024-12-12 18:14:59,253][demucs.solver][INFO] - Valid | Epoch 645 | 18/20 | 4.50 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.176
[2024-12-12 18:14:59,409][demucs.solver][INFO] - Valid | Epoch 645 | 19/20 | 4.57 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.188
[2024-12-12 18:14:59,811][demucs.solver][INFO] - Valid Summary | Epoch 645 | Loss=0.5416 | Reco=0.5416 | Nsdr=1.188 | Best=0.5289 | Bname=main
[2024-12-12 18:15:01,370][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:15:01,370][demucs.solver][INFO] - Training...
[2024-12-12 18:15:10,497][demucs.solver][INFO] - Train | Epoch 646 | 1/14 | 0.27 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 2.5821
[2024-12-12 18:15:11,160][demucs.solver][INFO] - Train | Epoch 646 | 2/14 | 0.37 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 2.6195
[2024-12-12 18:15:11,828][demucs.solver][INFO] - Train | Epoch 646 | 3/14 | 0.45 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 2.2133
[2024-12-12 18:15:12,493][demucs.solver][INFO] - Train | Epoch 646 | 4/14 | 0.53 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.9018
[2024-12-12 18:15:13,157][demucs.solver][INFO] - Train | Epoch 646 | 5/14 | 0.59 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 1.7136
[2024-12-12 18:15:13,817][demucs.solver][INFO] - Train | Epoch 646 | 6/14 | 0.65 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.7705
[2024-12-12 18:15:14,483][demucs.solver][INFO] - Train | Epoch 646 | 7/14 | 0.70 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 2.0798
[2024-12-12 18:15:15,141][demucs.solver][INFO] - Train | Epoch 646 | 8/14 | 0.74 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.9246
[2024-12-12 18:15:15,796][demucs.solver][INFO] - Train | Epoch 646 | 9/14 | 0.78 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 2.0978
[2024-12-12 18:15:16,457][demucs.solver][INFO] - Train | Epoch 646 | 10/14 | 0.82 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.2223
[2024-12-12 18:15:17,109][demucs.solver][INFO] - Train | Epoch 646 | 11/14 | 0.85 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 2.1861
[2024-12-12 18:15:17,762][demucs.solver][INFO] - Train | Epoch 646 | 12/14 | 0.88 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.3189
[2024-12-12 18:15:18,413][demucs.solver][INFO] - Train | Epoch 646 | 13/14 | 0.91 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.1834
[2024-12-12 18:15:18,763][demucs.solver][INFO] - Train Summary | Epoch 646 | Loss=0.2437 | Reco=0.2437 | Grad=2.1834
[2024-12-12 18:15:18,763][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:15:18,763][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:15:21,464][demucs.solver][INFO] - Valid | Epoch 646 | 1/20 | 2.15 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.274
[2024-12-12 18:15:21,663][demucs.solver][INFO] - Valid | Epoch 646 | 2/20 | 2.66 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.028
[2024-12-12 18:15:21,866][demucs.solver][INFO] - Valid | Epoch 646 | 3/20 | 3.01 it/sec | Loss 0.4934 | Reco 0.4934 | Nsdr 1.115
[2024-12-12 18:15:22,249][demucs.solver][INFO] - Valid | Epoch 646 | 4/20 | 2.92 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.161
[2024-12-12 18:15:22,546][demucs.solver][INFO] - Valid | Epoch 646 | 5/20 | 2.99 it/sec | Loss 0.5313 | Reco 0.5313 | Nsdr 1.158
[2024-12-12 18:15:22,900][demucs.solver][INFO] - Valid | Epoch 646 | 6/20 | 2.96 it/sec | Loss 0.5150 | Reco 0.5150 | Nsdr 1.179
[2024-12-12 18:15:23,193][demucs.solver][INFO] - Valid | Epoch 646 | 7/20 | 3.01 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.198
[2024-12-12 18:15:23,408][demucs.solver][INFO] - Valid | Epoch 646 | 8/20 | 3.13 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.197
[2024-12-12 18:15:23,655][demucs.solver][INFO] - Valid | Epoch 646 | 9/20 | 3.21 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.217
[2024-12-12 18:15:23,837][demucs.solver][INFO] - Valid | Epoch 646 | 10/20 | 3.33 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.202
[2024-12-12 18:15:24,035][demucs.solver][INFO] - Valid | Epoch 646 | 11/20 | 3.43 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.201
[2024-12-12 18:15:24,233][demucs.solver][INFO] - Valid | Epoch 646 | 12/20 | 3.52 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.182
[2024-12-12 18:15:24,472][demucs.solver][INFO] - Valid | Epoch 646 | 13/20 | 3.56 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.185
[2024-12-12 18:15:24,674][demucs.solver][INFO] - Valid | Epoch 646 | 14/20 | 3.62 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.193
[2024-12-12 18:15:24,851][demucs.solver][INFO] - Valid | Epoch 646 | 15/20 | 3.71 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.201
[2024-12-12 18:15:25,032][demucs.solver][INFO] - Valid | Epoch 646 | 16/20 | 3.78 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.207
[2024-12-12 18:15:25,227][demucs.solver][INFO] - Valid | Epoch 646 | 17/20 | 3.84 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.213
[2024-12-12 18:15:25,423][demucs.solver][INFO] - Valid | Epoch 646 | 18/20 | 3.89 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.179
[2024-12-12 18:15:25,618][demucs.solver][INFO] - Valid | Epoch 646 | 19/20 | 3.94 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.192
[2024-12-12 18:15:26,018][demucs.solver][INFO] - Valid Summary | Epoch 646 | Loss=0.5409 | Reco=0.5409 | Nsdr=1.192 | Best=0.5289 | Bname=main
[2024-12-12 18:15:27,449][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:15:27,451][demucs.solver][INFO] - Training...
[2024-12-12 18:15:37,900][demucs.solver][INFO] - Train | Epoch 647 | 1/14 | 0.23 it/sec | Loss 0.2616 | Reco 0.2616 | Grad 1.9893
[2024-12-12 18:15:38,571][demucs.solver][INFO] - Train | Epoch 647 | 2/14 | 0.32 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.8715
[2024-12-12 18:15:39,239][demucs.solver][INFO] - Train | Epoch 647 | 3/14 | 0.39 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 2.0649
[2024-12-12 18:15:39,902][demucs.solver][INFO] - Train | Epoch 647 | 4/14 | 0.46 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 2.0377
[2024-12-12 18:15:40,559][demucs.solver][INFO] - Train | Epoch 647 | 5/14 | 0.52 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.0881
[2024-12-12 18:15:41,219][demucs.solver][INFO] - Train | Epoch 647 | 6/14 | 0.58 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 1.8948
[2024-12-12 18:15:41,882][demucs.solver][INFO] - Train | Epoch 647 | 7/14 | 0.62 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.9175
[2024-12-12 18:15:42,537][demucs.solver][INFO] - Train | Epoch 647 | 8/14 | 0.67 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.8305
[2024-12-12 18:15:43,189][demucs.solver][INFO] - Train | Epoch 647 | 9/14 | 0.71 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.7000
[2024-12-12 18:15:43,840][demucs.solver][INFO] - Train | Epoch 647 | 10/14 | 0.74 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.6530
[2024-12-12 18:15:44,491][demucs.solver][INFO] - Train | Epoch 647 | 11/14 | 0.78 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.5380
[2024-12-12 18:15:45,144][demucs.solver][INFO] - Train | Epoch 647 | 12/14 | 0.81 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.5348
[2024-12-12 18:15:45,800][demucs.solver][INFO] - Train | Epoch 647 | 13/14 | 0.84 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.4810
[2024-12-12 18:15:46,155][demucs.solver][INFO] - Train Summary | Epoch 647 | Loss=0.2444 | Reco=0.2444 | Grad=1.4810
[2024-12-12 18:15:46,155][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:15:46,155][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:15:48,844][demucs.solver][INFO] - Valid | Epoch 647 | 1/20 | 2.05 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.265
[2024-12-12 18:15:49,027][demucs.solver][INFO] - Valid | Epoch 647 | 2/20 | 2.59 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.026
[2024-12-12 18:15:49,231][demucs.solver][INFO] - Valid | Epoch 647 | 3/20 | 2.94 it/sec | Loss 0.4930 | Reco 0.4930 | Nsdr 1.104
[2024-12-12 18:15:49,434][demucs.solver][INFO] - Valid | Epoch 647 | 4/20 | 3.20 it/sec | Loss 0.5101 | Reco 0.5101 | Nsdr 1.147
[2024-12-12 18:15:49,636][demucs.solver][INFO] - Valid | Epoch 647 | 5/20 | 3.40 it/sec | Loss 0.5311 | Reco 0.5311 | Nsdr 1.147
[2024-12-12 18:15:49,790][demucs.solver][INFO] - Valid | Epoch 647 | 6/20 | 3.64 it/sec | Loss 0.5150 | Reco 0.5150 | Nsdr 1.168
[2024-12-12 18:15:49,947][demucs.solver][INFO] - Valid | Epoch 647 | 7/20 | 3.85 it/sec | Loss 0.5359 | Reco 0.5359 | Nsdr 1.187
[2024-12-12 18:15:50,141][demucs.solver][INFO] - Valid | Epoch 647 | 8/20 | 3.96 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.183
[2024-12-12 18:15:50,341][demucs.solver][INFO] - Valid | Epoch 647 | 9/20 | 4.05 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.203
[2024-12-12 18:15:50,542][demucs.solver][INFO] - Valid | Epoch 647 | 10/20 | 4.12 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.190
[2024-12-12 18:15:50,741][demucs.solver][INFO] - Valid | Epoch 647 | 11/20 | 4.18 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.189
[2024-12-12 18:15:50,940][demucs.solver][INFO] - Valid | Epoch 647 | 12/20 | 4.23 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.170
[2024-12-12 18:15:51,118][demucs.solver][INFO] - Valid | Epoch 647 | 13/20 | 4.31 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.173
[2024-12-12 18:15:51,341][demucs.solver][INFO] - Valid | Epoch 647 | 14/20 | 4.32 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.181
[2024-12-12 18:15:51,566][demucs.solver][INFO] - Valid | Epoch 647 | 15/20 | 4.33 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.188
[2024-12-12 18:15:51,784][demucs.solver][INFO] - Valid | Epoch 647 | 16/20 | 4.34 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.195
[2024-12-12 18:15:51,981][demucs.solver][INFO] - Valid | Epoch 647 | 17/20 | 4.38 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.200
[2024-12-12 18:15:52,179][demucs.solver][INFO] - Valid | Epoch 647 | 18/20 | 4.41 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.167
[2024-12-12 18:15:52,379][demucs.solver][INFO] - Valid | Epoch 647 | 19/20 | 4.43 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.178
[2024-12-12 18:15:52,767][demucs.solver][INFO] - Valid Summary | Epoch 647 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.178 | Best=0.5289 | Bname=main
[2024-12-12 18:15:54,280][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:15:54,280][demucs.solver][INFO] - Training...
[2024-12-12 18:16:03,221][demucs.solver][INFO] - Train | Epoch 648 | 1/14 | 0.27 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 2.1850
[2024-12-12 18:16:04,021][demucs.solver][INFO] - Train | Epoch 648 | 2/14 | 0.37 it/sec | Loss 0.2565 | Reco 0.2565 | Grad 1.6664
[2024-12-12 18:16:05,267][demucs.solver][INFO] - Train | Epoch 648 | 3/14 | 0.43 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.7050
[2024-12-12 18:16:05,934][demucs.solver][INFO] - Train | Epoch 648 | 4/14 | 0.50 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 2.1394
[2024-12-12 18:16:06,597][demucs.solver][INFO] - Train | Epoch 648 | 5/14 | 0.56 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 2.1633
[2024-12-12 18:16:07,272][demucs.solver][INFO] - Train | Epoch 648 | 6/14 | 0.62 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 2.4127
[2024-12-12 18:16:07,935][demucs.solver][INFO] - Train | Epoch 648 | 7/14 | 0.67 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.2929
[2024-12-12 18:16:08,596][demucs.solver][INFO] - Train | Epoch 648 | 8/14 | 0.71 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.2819
[2024-12-12 18:16:09,253][demucs.solver][INFO] - Train | Epoch 648 | 9/14 | 0.75 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.1195
[2024-12-12 18:16:09,912][demucs.solver][INFO] - Train | Epoch 648 | 10/14 | 0.79 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.0766
[2024-12-12 18:16:10,571][demucs.solver][INFO] - Train | Epoch 648 | 11/14 | 0.82 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 2.2690
[2024-12-12 18:16:11,223][demucs.solver][INFO] - Train | Epoch 648 | 12/14 | 0.85 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.1509
[2024-12-12 18:16:11,878][demucs.solver][INFO] - Train | Epoch 648 | 13/14 | 0.88 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.1319
[2024-12-12 18:16:12,216][demucs.solver][INFO] - Train Summary | Epoch 648 | Loss=0.2417 | Reco=0.2417 | Grad=2.1319
[2024-12-12 18:16:12,217][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:16:12,217][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:16:14,564][demucs.solver][INFO] - Valid | Epoch 648 | 1/20 | 2.78 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.373
[2024-12-12 18:16:14,766][demucs.solver][INFO] - Valid | Epoch 648 | 2/20 | 3.25 it/sec | Loss 0.4432 | Reco 0.4432 | Nsdr 1.102
[2024-12-12 18:16:14,992][demucs.solver][INFO] - Valid | Epoch 648 | 3/20 | 3.48 it/sec | Loss 0.4861 | Reco 0.4861 | Nsdr 1.205
[2024-12-12 18:16:15,215][demucs.solver][INFO] - Valid | Epoch 648 | 4/20 | 3.65 it/sec | Loss 0.5024 | Reco 0.5024 | Nsdr 1.258
[2024-12-12 18:16:15,418][demucs.solver][INFO] - Valid | Epoch 648 | 5/20 | 3.81 it/sec | Loss 0.5226 | Reco 0.5226 | Nsdr 1.258
[2024-12-12 18:16:15,641][demucs.solver][INFO] - Valid | Epoch 648 | 6/20 | 3.90 it/sec | Loss 0.5069 | Reco 0.5069 | Nsdr 1.278
[2024-12-12 18:16:15,841][demucs.solver][INFO] - Valid | Epoch 648 | 7/20 | 4.01 it/sec | Loss 0.5272 | Reco 0.5272 | Nsdr 1.305
[2024-12-12 18:16:16,036][demucs.solver][INFO] - Valid | Epoch 648 | 8/20 | 4.10 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.309
[2024-12-12 18:16:16,257][demucs.solver][INFO] - Valid | Epoch 648 | 9/20 | 4.14 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.333
[2024-12-12 18:16:16,476][demucs.solver][INFO] - Valid | Epoch 648 | 10/20 | 4.18 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.315
[2024-12-12 18:16:16,673][demucs.solver][INFO] - Valid | Epoch 648 | 11/20 | 4.24 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.311
[2024-12-12 18:16:16,853][demucs.solver][INFO] - Valid | Epoch 648 | 12/20 | 4.32 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.289
[2024-12-12 18:16:17,052][demucs.solver][INFO] - Valid | Epoch 648 | 13/20 | 4.36 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.290
[2024-12-12 18:16:17,272][demucs.solver][INFO] - Valid | Epoch 648 | 14/20 | 4.38 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.298
[2024-12-12 18:16:17,494][demucs.solver][INFO] - Valid | Epoch 648 | 15/20 | 4.38 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.306
[2024-12-12 18:16:17,714][demucs.solver][INFO] - Valid | Epoch 648 | 16/20 | 4.39 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.312
[2024-12-12 18:16:17,932][demucs.solver][INFO] - Valid | Epoch 648 | 17/20 | 4.40 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.317
[2024-12-12 18:16:18,086][demucs.solver][INFO] - Valid | Epoch 648 | 18/20 | 4.48 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.279
[2024-12-12 18:16:18,302][demucs.solver][INFO] - Valid | Epoch 648 | 19/20 | 4.49 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.294
[2024-12-12 18:16:18,689][demucs.solver][INFO] - Valid Summary | Epoch 648 | Loss=0.5325 | Reco=0.5325 | Nsdr=1.294 | Best=0.5289 | Bname=main
[2024-12-12 18:16:20,241][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:16:20,241][demucs.solver][INFO] - Training...
[2024-12-12 18:16:30,765][demucs.solver][INFO] - Train | Epoch 649 | 1/14 | 0.22 it/sec | Loss 0.2344 | Reco 0.2344 | Grad 2.5318
[2024-12-12 18:16:31,436][demucs.solver][INFO] - Train | Epoch 649 | 2/14 | 0.31 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 2.2089
[2024-12-12 18:16:32,115][demucs.solver][INFO] - Train | Epoch 649 | 3/14 | 0.39 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 2.5805
[2024-12-12 18:16:32,788][demucs.solver][INFO] - Train | Epoch 649 | 4/14 | 0.46 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 2.6137
[2024-12-12 18:16:33,458][demucs.solver][INFO] - Train | Epoch 649 | 5/14 | 0.52 it/sec | Loss 0.2324 | Reco 0.2324 | Grad 2.2972
[2024-12-12 18:16:34,122][demucs.solver][INFO] - Train | Epoch 649 | 6/14 | 0.57 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 2.4493
[2024-12-12 18:16:34,783][demucs.solver][INFO] - Train | Epoch 649 | 7/14 | 0.62 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.7302
[2024-12-12 18:16:35,445][demucs.solver][INFO] - Train | Epoch 649 | 8/14 | 0.66 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.5163
[2024-12-12 18:16:36,105][demucs.solver][INFO] - Train | Epoch 649 | 9/14 | 0.70 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 2.3836
[2024-12-12 18:16:38,225][demucs.solver][INFO] - Train | Epoch 649 | 10/14 | 0.67 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.3774
[2024-12-12 18:16:38,884][demucs.solver][INFO] - Train | Epoch 649 | 11/14 | 0.70 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.2973
[2024-12-12 18:16:39,545][demucs.solver][INFO] - Train | Epoch 649 | 12/14 | 0.73 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.2183
[2024-12-12 18:16:40,203][demucs.solver][INFO] - Train | Epoch 649 | 13/14 | 0.76 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.2256
[2024-12-12 18:16:40,544][demucs.solver][INFO] - Train Summary | Epoch 649 | Loss=0.2414 | Reco=0.2414 | Grad=2.2256
[2024-12-12 18:16:40,545][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:16:40,545][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:16:43,539][demucs.solver][INFO] - Valid | Epoch 649 | 1/20 | 1.65 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.269
[2024-12-12 18:16:43,765][demucs.solver][INFO] - Valid | Epoch 649 | 2/20 | 2.08 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.020
[2024-12-12 18:16:43,992][demucs.solver][INFO] - Valid | Epoch 649 | 3/20 | 2.40 it/sec | Loss 0.4938 | Reco 0.4938 | Nsdr 1.114
[2024-12-12 18:16:44,190][demucs.solver][INFO] - Valid | Epoch 649 | 4/20 | 2.68 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.158
[2024-12-12 18:16:44,417][demucs.solver][INFO] - Valid | Epoch 649 | 5/20 | 2.87 it/sec | Loss 0.5316 | Reco 0.5316 | Nsdr 1.156
[2024-12-12 18:16:44,618][demucs.solver][INFO] - Valid | Epoch 649 | 6/20 | 3.05 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.177
[2024-12-12 18:16:44,838][demucs.solver][INFO] - Valid | Epoch 649 | 7/20 | 3.18 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.199
[2024-12-12 18:16:45,033][demucs.solver][INFO] - Valid | Epoch 649 | 8/20 | 3.32 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.198
[2024-12-12 18:16:45,231][demucs.solver][INFO] - Valid | Epoch 649 | 9/20 | 3.44 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.222
[2024-12-12 18:16:45,408][demucs.solver][INFO] - Valid | Epoch 649 | 10/20 | 3.57 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.204
[2024-12-12 18:16:45,610][demucs.solver][INFO] - Valid | Epoch 649 | 11/20 | 3.65 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.203
[2024-12-12 18:16:45,812][demucs.solver][INFO] - Valid | Epoch 649 | 12/20 | 3.73 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.182
[2024-12-12 18:16:46,008][demucs.solver][INFO] - Valid | Epoch 649 | 13/20 | 3.80 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.183
[2024-12-12 18:16:46,204][demucs.solver][INFO] - Valid | Epoch 649 | 14/20 | 3.87 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.192
[2024-12-12 18:16:46,401][demucs.solver][INFO] - Valid | Epoch 649 | 15/20 | 3.93 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.199
[2024-12-12 18:16:46,580][demucs.solver][INFO] - Valid | Epoch 649 | 16/20 | 4.00 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.206
[2024-12-12 18:16:46,737][demucs.solver][INFO] - Valid | Epoch 649 | 17/20 | 4.08 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.212
[2024-12-12 18:16:46,891][demucs.solver][INFO] - Valid | Epoch 649 | 18/20 | 4.16 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.178
[2024-12-12 18:16:47,107][demucs.solver][INFO] - Valid | Epoch 649 | 19/20 | 4.18 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.192
[2024-12-12 18:16:47,572][demucs.solver][INFO] - Valid Summary | Epoch 649 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.192 | Best=0.5289 | Bname=main
[2024-12-12 18:16:49,102][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:16:49,103][demucs.solver][INFO] - Training...
[2024-12-12 18:16:56,267][demucs.solver][INFO] - Train | Epoch 650 | 1/14 | 0.36 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 1.8266
[2024-12-12 18:16:57,278][demucs.solver][INFO] - Train | Epoch 650 | 2/14 | 0.45 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 2.2394
[2024-12-12 18:16:57,951][demucs.solver][INFO] - Train | Epoch 650 | 3/14 | 0.55 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.4644
[2024-12-12 18:16:58,624][demucs.solver][INFO] - Train | Epoch 650 | 4/14 | 0.63 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.1528
[2024-12-12 18:16:59,305][demucs.solver][INFO] - Train | Epoch 650 | 5/14 | 0.69 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 2.3195
[2024-12-12 18:16:59,969][demucs.solver][INFO] - Train | Epoch 650 | 6/14 | 0.75 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 2.3364
[2024-12-12 18:17:00,631][demucs.solver][INFO] - Train | Epoch 650 | 7/14 | 0.80 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 2.6237
[2024-12-12 18:17:01,294][demucs.solver][INFO] - Train | Epoch 650 | 8/14 | 0.85 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 2.3654
[2024-12-12 18:17:01,956][demucs.solver][INFO] - Train | Epoch 650 | 9/14 | 0.88 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.4693
[2024-12-12 18:17:02,699][demucs.solver][INFO] - Train | Epoch 650 | 10/14 | 0.91 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.3567
[2024-12-12 18:17:03,358][demucs.solver][INFO] - Train | Epoch 650 | 11/14 | 0.94 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 2.3656
[2024-12-12 18:17:04,022][demucs.solver][INFO] - Train | Epoch 650 | 12/14 | 0.97 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 2.2894
[2024-12-12 18:17:04,673][demucs.solver][INFO] - Train | Epoch 650 | 13/14 | 1.00 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.1917
[2024-12-12 18:17:05,009][demucs.solver][INFO] - Train Summary | Epoch 650 | Loss=0.2452 | Reco=0.2452 | Grad=2.1917
[2024-12-12 18:17:05,009][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:17:05,010][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:17:07,261][demucs.solver][INFO] - Valid | Epoch 650 | 1/20 | 2.87 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.335
[2024-12-12 18:17:07,608][demucs.solver][INFO] - Valid | Epoch 650 | 2/20 | 2.87 it/sec | Loss 0.4463 | Reco 0.4463 | Nsdr 1.077
[2024-12-12 18:17:07,889][demucs.solver][INFO] - Valid | Epoch 650 | 3/20 | 3.02 it/sec | Loss 0.4902 | Reco 0.4902 | Nsdr 1.171
[2024-12-12 18:17:08,156][demucs.solver][INFO] - Valid | Epoch 650 | 4/20 | 3.14 it/sec | Loss 0.5070 | Reco 0.5070 | Nsdr 1.214
[2024-12-12 18:17:08,409][demucs.solver][INFO] - Valid | Epoch 650 | 5/20 | 3.25 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.205
[2024-12-12 18:17:08,584][demucs.solver][INFO] - Valid | Epoch 650 | 6/20 | 3.46 it/sec | Loss 0.5117 | Reco 0.5117 | Nsdr 1.226
[2024-12-12 18:17:08,781][demucs.solver][INFO] - Valid | Epoch 650 | 7/20 | 3.61 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.249
[2024-12-12 18:17:08,963][demucs.solver][INFO] - Valid | Epoch 650 | 8/20 | 3.75 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.245
[2024-12-12 18:17:09,141][demucs.solver][INFO] - Valid | Epoch 650 | 9/20 | 3.88 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.269
[2024-12-12 18:17:09,341][demucs.solver][INFO] - Valid | Epoch 650 | 10/20 | 3.96 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.254
[2024-12-12 18:17:09,519][demucs.solver][INFO] - Valid | Epoch 650 | 11/20 | 4.06 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.252
[2024-12-12 18:17:09,741][demucs.solver][INFO] - Valid | Epoch 650 | 12/20 | 4.09 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.231
[2024-12-12 18:17:09,938][demucs.solver][INFO] - Valid | Epoch 650 | 13/20 | 4.15 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.233
[2024-12-12 18:17:10,159][demucs.solver][INFO] - Valid | Epoch 650 | 14/20 | 4.17 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.241
[2024-12-12 18:17:10,379][demucs.solver][INFO] - Valid | Epoch 650 | 15/20 | 4.19 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.249
[2024-12-12 18:17:10,599][demucs.solver][INFO] - Valid | Epoch 650 | 16/20 | 4.21 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.255
[2024-12-12 18:17:10,795][demucs.solver][INFO] - Valid | Epoch 650 | 17/20 | 4.25 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.264
[2024-12-12 18:17:11,019][demucs.solver][INFO] - Valid | Epoch 650 | 18/20 | 4.26 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.229
[2024-12-12 18:17:11,215][demucs.solver][INFO] - Valid | Epoch 650 | 19/20 | 4.30 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.243
[2024-12-12 18:17:11,668][demucs.solver][INFO] - Valid Summary | Epoch 650 | Loss=0.5373 | Reco=0.5373 | Nsdr=1.243 | Best=0.5289 | Bname=main
[2024-12-12 18:17:13,290][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:17:13,290][demucs.solver][INFO] - Training...
[2024-12-12 18:17:25,196][demucs.solver][INFO] - Train | Epoch 651 | 1/14 | 0.20 it/sec | Loss 0.2097 | Reco 0.2097 | Grad 0.6493
[2024-12-12 18:17:25,860][demucs.solver][INFO] - Train | Epoch 651 | 2/14 | 0.28 it/sec | Loss 0.2101 | Reco 0.2101 | Grad 1.0279
[2024-12-12 18:17:26,527][demucs.solver][INFO] - Train | Epoch 651 | 3/14 | 0.35 it/sec | Loss 0.2132 | Reco 0.2132 | Grad 1.0919
[2024-12-12 18:17:27,183][demucs.solver][INFO] - Train | Epoch 651 | 4/14 | 0.41 it/sec | Loss 0.2216 | Reco 0.2216 | Grad 1.6945
[2024-12-12 18:17:27,835][demucs.solver][INFO] - Train | Epoch 651 | 5/14 | 0.47 it/sec | Loss 0.2229 | Reco 0.2229 | Grad 1.7270
[2024-12-12 18:17:28,487][demucs.solver][INFO] - Train | Epoch 651 | 6/14 | 0.52 it/sec | Loss 0.2240 | Reco 0.2240 | Grad 1.5512
[2024-12-12 18:17:29,141][demucs.solver][INFO] - Train | Epoch 651 | 7/14 | 0.56 it/sec | Loss 0.2208 | Reco 0.2208 | Grad 1.5977
[2024-12-12 18:17:29,795][demucs.solver][INFO] - Train | Epoch 651 | 8/14 | 0.61 it/sec | Loss 0.2252 | Reco 0.2252 | Grad 1.6283
[2024-12-12 18:17:30,450][demucs.solver][INFO] - Train | Epoch 651 | 9/14 | 0.65 it/sec | Loss 0.2312 | Reco 0.2312 | Grad 1.8687
[2024-12-12 18:17:31,109][demucs.solver][INFO] - Train | Epoch 651 | 10/14 | 0.68 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 1.7474
[2024-12-12 18:17:31,760][demucs.solver][INFO] - Train | Epoch 651 | 11/14 | 0.71 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 1.7760
[2024-12-12 18:17:32,411][demucs.solver][INFO] - Train | Epoch 651 | 12/14 | 0.74 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.8909
[2024-12-12 18:17:33,063][demucs.solver][INFO] - Train | Epoch 651 | 13/14 | 0.77 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.8209
[2024-12-12 18:17:33,400][demucs.solver][INFO] - Train Summary | Epoch 651 | Loss=0.2414 | Reco=0.2414 | Grad=1.8209
[2024-12-12 18:17:33,400][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:17:33,400][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:17:35,795][demucs.solver][INFO] - Valid | Epoch 651 | 1/20 | 2.77 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.324
[2024-12-12 18:17:36,013][demucs.solver][INFO] - Valid | Epoch 651 | 2/20 | 3.19 it/sec | Loss 0.4471 | Reco 0.4471 | Nsdr 1.062
[2024-12-12 18:17:36,190][demucs.solver][INFO] - Valid | Epoch 651 | 3/20 | 3.58 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.159
[2024-12-12 18:17:36,414][demucs.solver][INFO] - Valid | Epoch 651 | 4/20 | 3.73 it/sec | Loss 0.5075 | Reco 0.5075 | Nsdr 1.206
[2024-12-12 18:17:36,593][demucs.solver][INFO] - Valid | Epoch 651 | 5/20 | 3.95 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.206
[2024-12-12 18:17:36,749][demucs.solver][INFO] - Valid | Epoch 651 | 6/20 | 4.18 it/sec | Loss 0.5117 | Reco 0.5117 | Nsdr 1.227
[2024-12-12 18:17:36,953][demucs.solver][INFO] - Valid | Epoch 651 | 7/20 | 4.26 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.252
[2024-12-12 18:17:37,154][demucs.solver][INFO] - Valid | Epoch 651 | 8/20 | 4.33 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.255
[2024-12-12 18:17:37,355][demucs.solver][INFO] - Valid | Epoch 651 | 9/20 | 4.38 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.279
[2024-12-12 18:17:37,509][demucs.solver][INFO] - Valid | Epoch 651 | 10/20 | 4.52 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.263
[2024-12-12 18:17:37,705][demucs.solver][INFO] - Valid | Epoch 651 | 11/20 | 4.56 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.260
[2024-12-12 18:17:37,860][demucs.solver][INFO] - Valid | Epoch 651 | 12/20 | 4.67 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.240
[2024-12-12 18:17:38,058][demucs.solver][INFO] - Valid | Epoch 651 | 13/20 | 4.69 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.243
[2024-12-12 18:17:38,257][demucs.solver][INFO] - Valid | Epoch 651 | 14/20 | 4.71 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.251
[2024-12-12 18:17:38,433][demucs.solver][INFO] - Valid | Epoch 651 | 15/20 | 4.76 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.258
[2024-12-12 18:17:38,628][demucs.solver][INFO] - Valid | Epoch 651 | 16/20 | 4.78 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.264
[2024-12-12 18:17:38,782][demucs.solver][INFO] - Valid | Epoch 651 | 17/20 | 4.85 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.270
[2024-12-12 18:17:38,979][demucs.solver][INFO] - Valid | Epoch 651 | 18/20 | 4.87 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.234
[2024-12-12 18:17:39,195][demucs.solver][INFO] - Valid | Epoch 651 | 19/20 | 4.85 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.248
[2024-12-12 18:17:39,592][demucs.solver][INFO] - Valid Summary | Epoch 651 | Loss=0.5371 | Reco=0.5371 | Nsdr=1.248 | Best=0.5289 | Bname=main
[2024-12-12 18:17:41,051][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:17:41,052][demucs.solver][INFO] - Training...
[2024-12-12 18:17:49,209][demucs.solver][INFO] - Train | Epoch 652 | 1/14 | 0.31 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.4490
[2024-12-12 18:17:49,887][demucs.solver][INFO] - Train | Epoch 652 | 2/14 | 0.42 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 2.5709
[2024-12-12 18:17:50,763][demucs.solver][INFO] - Train | Epoch 652 | 3/14 | 0.49 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 2.8553
[2024-12-12 18:17:51,472][demucs.solver][INFO] - Train | Epoch 652 | 4/14 | 0.57 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 3.0534
[2024-12-12 18:17:52,155][demucs.solver][INFO] - Train | Epoch 652 | 5/14 | 0.63 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 3.0618
[2024-12-12 18:17:52,827][demucs.solver][INFO] - Train | Epoch 652 | 6/14 | 0.69 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 3.2138
[2024-12-12 18:17:53,488][demucs.solver][INFO] - Train | Epoch 652 | 7/14 | 0.74 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 3.2716
[2024-12-12 18:17:54,161][demucs.solver][INFO] - Train | Epoch 652 | 8/14 | 0.78 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 3.0040
[2024-12-12 18:17:54,819][demucs.solver][INFO] - Train | Epoch 652 | 9/14 | 0.82 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.7765
[2024-12-12 18:17:55,487][demucs.solver][INFO] - Train | Epoch 652 | 10/14 | 0.86 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.7528
[2024-12-12 18:17:56,140][demucs.solver][INFO] - Train | Epoch 652 | 11/14 | 0.89 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 2.5860
[2024-12-12 18:17:56,799][demucs.solver][INFO] - Train | Epoch 652 | 12/14 | 0.92 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.4813
[2024-12-12 18:17:57,455][demucs.solver][INFO] - Train | Epoch 652 | 13/14 | 0.95 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 2.3466
[2024-12-12 18:17:57,807][demucs.solver][INFO] - Train Summary | Epoch 652 | Loss=0.2467 | Reco=0.2467 | Grad=2.3466
[2024-12-12 18:17:57,808][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:17:57,808][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:18:00,211][demucs.solver][INFO] - Valid | Epoch 652 | 1/20 | 2.74 it/sec | Loss 0.5754 | Reco 0.5754 | Nsdr 1.249
[2024-12-12 18:18:00,423][demucs.solver][INFO] - Valid | Epoch 652 | 2/20 | 3.18 it/sec | Loss 0.4512 | Reco 0.4512 | Nsdr 1.005
[2024-12-12 18:18:00,580][demucs.solver][INFO] - Valid | Epoch 652 | 3/20 | 3.64 it/sec | Loss 0.4956 | Reco 0.4956 | Nsdr 1.096
[2024-12-12 18:18:00,738][demucs.solver][INFO] - Valid | Epoch 652 | 4/20 | 3.98 it/sec | Loss 0.5126 | Reco 0.5126 | Nsdr 1.141
[2024-12-12 18:18:00,956][demucs.solver][INFO] - Valid | Epoch 652 | 5/20 | 4.07 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.138
[2024-12-12 18:18:01,114][demucs.solver][INFO] - Valid | Epoch 652 | 6/20 | 4.29 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.158
[2024-12-12 18:18:01,316][demucs.solver][INFO] - Valid | Epoch 652 | 7/20 | 4.36 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.178
[2024-12-12 18:18:01,518][demucs.solver][INFO] - Valid | Epoch 652 | 8/20 | 4.42 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.176
[2024-12-12 18:18:01,719][demucs.solver][INFO] - Valid | Epoch 652 | 9/20 | 4.47 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.198
[2024-12-12 18:18:01,897][demucs.solver][INFO] - Valid | Epoch 652 | 10/20 | 4.55 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.183
[2024-12-12 18:18:02,096][demucs.solver][INFO] - Valid | Epoch 652 | 11/20 | 4.59 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.181
[2024-12-12 18:18:02,314][demucs.solver][INFO] - Valid | Epoch 652 | 12/20 | 4.59 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.162
[2024-12-12 18:18:02,468][demucs.solver][INFO] - Valid | Epoch 652 | 13/20 | 4.69 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.164
[2024-12-12 18:18:02,664][demucs.solver][INFO] - Valid | Epoch 652 | 14/20 | 4.71 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.172
[2024-12-12 18:18:02,844][demucs.solver][INFO] - Valid | Epoch 652 | 15/20 | 4.76 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.180
[2024-12-12 18:18:03,042][demucs.solver][INFO] - Valid | Epoch 652 | 16/20 | 4.77 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.186
[2024-12-12 18:18:03,260][demucs.solver][INFO] - Valid | Epoch 652 | 17/20 | 4.76 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.192
[2024-12-12 18:18:03,416][demucs.solver][INFO] - Valid | Epoch 652 | 18/20 | 4.83 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.158
[2024-12-12 18:18:03,611][demucs.solver][INFO] - Valid | Epoch 652 | 19/20 | 4.84 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.171
[2024-12-12 18:18:04,054][demucs.solver][INFO] - Valid Summary | Epoch 652 | Loss=0.5430 | Reco=0.5430 | Nsdr=1.171 | Best=0.5289 | Bname=main
[2024-12-12 18:18:05,485][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:18:05,485][demucs.solver][INFO] - Training...
[2024-12-12 18:18:16,237][demucs.solver][INFO] - Train | Epoch 653 | 1/14 | 0.22 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 2.3015
[2024-12-12 18:18:16,943][demucs.solver][INFO] - Train | Epoch 653 | 2/14 | 0.30 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.9553
[2024-12-12 18:18:17,638][demucs.solver][INFO] - Train | Epoch 653 | 3/14 | 0.38 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.7607
[2024-12-12 18:18:18,372][demucs.solver][INFO] - Train | Epoch 653 | 4/14 | 0.44 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.8350
[2024-12-12 18:18:19,188][demucs.solver][INFO] - Train | Epoch 653 | 5/14 | 0.50 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.7844
[2024-12-12 18:18:19,896][demucs.solver][INFO] - Train | Epoch 653 | 6/14 | 0.55 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 1.8517
[2024-12-12 18:18:20,571][demucs.solver][INFO] - Train | Epoch 653 | 7/14 | 0.59 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.0939
[2024-12-12 18:18:21,390][demucs.solver][INFO] - Train | Epoch 653 | 8/14 | 0.63 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.1554
[2024-12-12 18:18:22,046][demucs.solver][INFO] - Train | Epoch 653 | 9/14 | 0.67 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.3339
[2024-12-12 18:18:22,746][demucs.solver][INFO] - Train | Epoch 653 | 10/14 | 0.70 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 2.3324
[2024-12-12 18:18:23,459][demucs.solver][INFO] - Train | Epoch 653 | 11/14 | 0.73 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.1542
[2024-12-12 18:18:24,123][demucs.solver][INFO] - Train | Epoch 653 | 12/14 | 0.76 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.0159
[2024-12-12 18:18:24,809][demucs.solver][INFO] - Train | Epoch 653 | 13/14 | 0.79 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.0839
[2024-12-12 18:18:25,160][demucs.solver][INFO] - Train Summary | Epoch 653 | Loss=0.2429 | Reco=0.2429 | Grad=2.0839
[2024-12-12 18:18:25,160][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:18:25,160][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:18:28,161][demucs.solver][INFO] - Valid | Epoch 653 | 1/20 | 2.38 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.269
[2024-12-12 18:18:28,398][demucs.solver][INFO] - Valid | Epoch 653 | 2/20 | 2.79 it/sec | Loss 0.4495 | Reco 0.4495 | Nsdr 1.022
[2024-12-12 18:18:28,634][demucs.solver][INFO] - Valid | Epoch 653 | 3/20 | 3.05 it/sec | Loss 0.4938 | Reco 0.4938 | Nsdr 1.110
[2024-12-12 18:18:28,836][demucs.solver][INFO] - Valid | Epoch 653 | 4/20 | 3.30 it/sec | Loss 0.5107 | Reco 0.5107 | Nsdr 1.157
[2024-12-12 18:18:29,013][demucs.solver][INFO] - Valid | Epoch 653 | 5/20 | 3.55 it/sec | Loss 0.5317 | Reco 0.5317 | Nsdr 1.152
[2024-12-12 18:18:29,235][demucs.solver][INFO] - Valid | Epoch 653 | 6/20 | 3.66 it/sec | Loss 0.5157 | Reco 0.5157 | Nsdr 1.170
[2024-12-12 18:18:29,434][demucs.solver][INFO] - Valid | Epoch 653 | 7/20 | 3.79 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.191
[2024-12-12 18:18:29,613][demucs.solver][INFO] - Valid | Epoch 653 | 8/20 | 3.93 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.192
[2024-12-12 18:18:29,812][demucs.solver][INFO] - Valid | Epoch 653 | 9/20 | 4.01 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.216
[2024-12-12 18:18:30,033][demucs.solver][INFO] - Valid | Epoch 653 | 10/20 | 4.06 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.201
[2024-12-12 18:18:30,256][demucs.solver][INFO] - Valid | Epoch 653 | 11/20 | 4.09 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.199
[2024-12-12 18:18:30,455][demucs.solver][INFO] - Valid | Epoch 653 | 12/20 | 4.15 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.177
[2024-12-12 18:18:30,632][demucs.solver][INFO] - Valid | Epoch 653 | 13/20 | 4.23 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.178
[2024-12-12 18:18:30,855][demucs.solver][INFO] - Valid | Epoch 653 | 14/20 | 4.25 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.186
[2024-12-12 18:18:31,074][demucs.solver][INFO] - Valid | Epoch 653 | 15/20 | 4.26 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.194
[2024-12-12 18:18:31,300][demucs.solver][INFO] - Valid | Epoch 653 | 16/20 | 4.27 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.199
[2024-12-12 18:18:31,478][demucs.solver][INFO] - Valid | Epoch 653 | 17/20 | 4.33 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.207
[2024-12-12 18:18:31,700][demucs.solver][INFO] - Valid | Epoch 653 | 18/20 | 4.34 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.173
[2024-12-12 18:18:31,899][demucs.solver][INFO] - Valid | Epoch 653 | 19/20 | 4.37 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.187
[2024-12-12 18:18:32,327][demucs.solver][INFO] - Valid Summary | Epoch 653 | Loss=0.5411 | Reco=0.5411 | Nsdr=1.187 | Best=0.5289 | Bname=main
[2024-12-12 18:18:33,796][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:18:33,796][demucs.solver][INFO] - Training...
[2024-12-12 18:18:42,668][demucs.solver][INFO] - Train | Epoch 654 | 1/14 | 0.28 it/sec | Loss 0.2859 | Reco 0.2859 | Grad 4.6586
[2024-12-12 18:18:43,795][demucs.solver][INFO] - Train | Epoch 654 | 2/14 | 0.37 it/sec | Loss 0.2656 | Reco 0.2656 | Grad 3.9582
[2024-12-12 18:18:44,453][demucs.solver][INFO] - Train | Epoch 654 | 3/14 | 0.45 it/sec | Loss 0.2647 | Reco 0.2647 | Grad 4.1861
[2024-12-12 18:18:45,105][demucs.solver][INFO] - Train | Epoch 654 | 4/14 | 0.53 it/sec | Loss 0.2640 | Reco 0.2640 | Grad 3.9244
[2024-12-12 18:18:45,765][demucs.solver][INFO] - Train | Epoch 654 | 5/14 | 0.59 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 3.6937
[2024-12-12 18:18:46,424][demucs.solver][INFO] - Train | Epoch 654 | 6/14 | 0.65 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 3.7492
[2024-12-12 18:18:47,087][demucs.solver][INFO] - Train | Epoch 654 | 7/14 | 0.70 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 3.7263
[2024-12-12 18:18:47,738][demucs.solver][INFO] - Train | Epoch 654 | 8/14 | 0.74 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 3.7050
[2024-12-12 18:18:48,396][demucs.solver][INFO] - Train | Epoch 654 | 9/14 | 0.78 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 3.8318
[2024-12-12 18:18:49,056][demucs.solver][INFO] - Train | Epoch 654 | 10/14 | 0.82 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 3.5362
[2024-12-12 18:18:49,718][demucs.solver][INFO] - Train | Epoch 654 | 11/14 | 0.85 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 3.3243
[2024-12-12 18:18:51,982][demucs.solver][INFO] - Train | Epoch 654 | 12/14 | 0.79 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 3.1102
[2024-12-12 18:18:52,632][demucs.solver][INFO] - Train | Epoch 654 | 13/14 | 0.82 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 3.0360
[2024-12-12 18:18:52,986][demucs.solver][INFO] - Train Summary | Epoch 654 | Loss=0.2478 | Reco=0.2478 | Grad=3.0360
[2024-12-12 18:18:52,987][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:18:52,987][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:18:55,429][demucs.solver][INFO] - Valid | Epoch 654 | 1/20 | 2.49 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.356
[2024-12-12 18:18:55,740][demucs.solver][INFO] - Valid | Epoch 654 | 2/20 | 2.69 it/sec | Loss 0.4456 | Reco 0.4456 | Nsdr 1.091
[2024-12-12 18:18:56,105][demucs.solver][INFO] - Valid | Epoch 654 | 3/20 | 2.70 it/sec | Loss 0.4893 | Reco 0.4893 | Nsdr 1.186
[2024-12-12 18:18:56,375][demucs.solver][INFO] - Valid | Epoch 654 | 4/20 | 2.86 it/sec | Loss 0.5058 | Reco 0.5058 | Nsdr 1.232
[2024-12-12 18:18:56,590][demucs.solver][INFO] - Valid | Epoch 654 | 5/20 | 3.05 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.231
[2024-12-12 18:18:56,797][demucs.solver][INFO] - Valid | Epoch 654 | 6/20 | 3.22 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.248
[2024-12-12 18:18:57,020][demucs.solver][INFO] - Valid | Epoch 654 | 7/20 | 3.34 it/sec | Loss 0.5309 | Reco 0.5309 | Nsdr 1.271
[2024-12-12 18:18:57,244][demucs.solver][INFO] - Valid | Epoch 654 | 8/20 | 3.44 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.272
[2024-12-12 18:18:57,445][demucs.solver][INFO] - Valid | Epoch 654 | 9/20 | 3.55 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.295
[2024-12-12 18:18:57,673][demucs.solver][INFO] - Valid | Epoch 654 | 10/20 | 3.61 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.276
[2024-12-12 18:18:57,830][demucs.solver][INFO] - Valid | Epoch 654 | 11/20 | 3.74 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.272
[2024-12-12 18:18:58,006][demucs.solver][INFO] - Valid | Epoch 654 | 12/20 | 3.85 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.249
[2024-12-12 18:18:58,208][demucs.solver][INFO] - Valid | Epoch 654 | 13/20 | 3.91 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.251
[2024-12-12 18:18:58,363][demucs.solver][INFO] - Valid | Epoch 654 | 14/20 | 4.01 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.260
[2024-12-12 18:18:58,583][demucs.solver][INFO] - Valid | Epoch 654 | 15/20 | 4.04 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.267
[2024-12-12 18:18:58,777][demucs.solver][INFO] - Valid | Epoch 654 | 16/20 | 4.09 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.273
[2024-12-12 18:18:58,974][demucs.solver][INFO] - Valid | Epoch 654 | 17/20 | 4.14 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.281
[2024-12-12 18:18:59,150][demucs.solver][INFO] - Valid | Epoch 654 | 18/20 | 4.20 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.244
[2024-12-12 18:18:59,349][demucs.solver][INFO] - Valid | Epoch 654 | 19/20 | 4.23 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.258
[2024-12-12 18:18:59,761][demucs.solver][INFO] - Valid Summary | Epoch 654 | Loss=0.5364 | Reco=0.5364 | Nsdr=1.258 | Best=0.5289 | Bname=main
[2024-12-12 18:19:01,364][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:19:01,364][demucs.solver][INFO] - Training...
[2024-12-12 18:19:14,523][demucs.solver][INFO] - Train | Epoch 655 | 1/14 | 0.18 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 1.6097
[2024-12-12 18:19:15,191][demucs.solver][INFO] - Train | Epoch 655 | 2/14 | 0.25 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 1.1707
[2024-12-12 18:19:15,857][demucs.solver][INFO] - Train | Epoch 655 | 3/14 | 0.31 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.5233
[2024-12-12 18:19:16,523][demucs.solver][INFO] - Train | Epoch 655 | 4/14 | 0.37 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.9825
[2024-12-12 18:19:17,181][demucs.solver][INFO] - Train | Epoch 655 | 5/14 | 0.43 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.8998
[2024-12-12 18:19:17,840][demucs.solver][INFO] - Train | Epoch 655 | 6/14 | 0.48 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.9377
[2024-12-12 18:19:18,498][demucs.solver][INFO] - Train | Epoch 655 | 7/14 | 0.52 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 1.7796
[2024-12-12 18:19:19,167][demucs.solver][INFO] - Train | Epoch 655 | 8/14 | 0.56 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.0376
[2024-12-12 18:19:19,832][demucs.solver][INFO] - Train | Epoch 655 | 9/14 | 0.60 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 1.9824
[2024-12-12 18:19:20,813][demucs.solver][INFO] - Train | Epoch 655 | 10/14 | 0.62 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 2.0816
[2024-12-12 18:19:22,645][demucs.solver][INFO] - Train | Epoch 655 | 11/14 | 0.62 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.2299
[2024-12-12 18:19:23,303][demucs.solver][INFO] - Train | Epoch 655 | 12/14 | 0.65 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 2.2533
[2024-12-12 18:19:23,956][demucs.solver][INFO] - Train | Epoch 655 | 13/14 | 0.67 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.2631
[2024-12-12 18:19:24,335][demucs.solver][INFO] - Train Summary | Epoch 655 | Loss=0.2473 | Reco=0.2473 | Grad=2.2631
[2024-12-12 18:19:24,336][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:19:24,336][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:19:26,997][demucs.solver][INFO] - Valid | Epoch 655 | 1/20 | 1.88 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.301
[2024-12-12 18:19:27,266][demucs.solver][INFO] - Valid | Epoch 655 | 2/20 | 2.25 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.042
[2024-12-12 18:19:27,481][demucs.solver][INFO] - Valid | Epoch 655 | 3/20 | 2.59 it/sec | Loss 0.4927 | Reco 0.4927 | Nsdr 1.136
[2024-12-12 18:19:27,667][demucs.solver][INFO] - Valid | Epoch 655 | 4/20 | 2.89 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.186
[2024-12-12 18:19:27,892][demucs.solver][INFO] - Valid | Epoch 655 | 5/20 | 3.07 it/sec | Loss 0.5301 | Reco 0.5301 | Nsdr 1.183
[2024-12-12 18:19:28,114][demucs.solver][INFO] - Valid | Epoch 655 | 6/20 | 3.21 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.201
[2024-12-12 18:19:28,296][demucs.solver][INFO] - Valid | Epoch 655 | 7/20 | 3.39 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.224
[2024-12-12 18:19:28,453][demucs.solver][INFO] - Valid | Epoch 655 | 8/20 | 3.57 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.223
[2024-12-12 18:19:28,650][demucs.solver][INFO] - Valid | Epoch 655 | 9/20 | 3.68 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.247
[2024-12-12 18:19:28,805][demucs.solver][INFO] - Valid | Epoch 655 | 10/20 | 3.83 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.228
[2024-12-12 18:19:28,960][demucs.solver][INFO] - Valid | Epoch 655 | 11/20 | 3.97 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.225
[2024-12-12 18:19:29,162][demucs.solver][INFO] - Valid | Epoch 655 | 12/20 | 4.03 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.203
[2024-12-12 18:19:29,362][demucs.solver][INFO] - Valid | Epoch 655 | 13/20 | 4.09 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.205
[2024-12-12 18:19:29,563][demucs.solver][INFO] - Valid | Epoch 655 | 14/20 | 4.13 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.214
[2024-12-12 18:19:29,784][demucs.solver][INFO] - Valid | Epoch 655 | 15/20 | 4.16 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.222
[2024-12-12 18:19:30,010][demucs.solver][INFO] - Valid | Epoch 655 | 16/20 | 4.17 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.228
[2024-12-12 18:19:30,168][demucs.solver][INFO] - Valid | Epoch 655 | 17/20 | 4.25 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.235
[2024-12-12 18:19:30,388][demucs.solver][INFO] - Valid | Epoch 655 | 18/20 | 4.27 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.199
[2024-12-12 18:19:30,586][demucs.solver][INFO] - Valid | Epoch 655 | 19/20 | 4.30 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.213
[2024-12-12 18:19:31,030][demucs.solver][INFO] - Valid Summary | Epoch 655 | Loss=0.5399 | Reco=0.5399 | Nsdr=1.213 | Best=0.5289 | Bname=main
[2024-12-12 18:19:32,436][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:19:32,436][demucs.solver][INFO] - Training...
[2024-12-12 18:19:41,513][demucs.solver][INFO] - Train | Epoch 656 | 1/14 | 0.27 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.5681
[2024-12-12 18:19:42,383][demucs.solver][INFO] - Train | Epoch 656 | 2/14 | 0.36 it/sec | Loss 0.2344 | Reco 0.2344 | Grad 1.2123
[2024-12-12 18:19:43,176][demucs.solver][INFO] - Train | Epoch 656 | 3/14 | 0.44 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 1.8101
[2024-12-12 18:19:43,853][demucs.solver][INFO] - Train | Epoch 656 | 4/14 | 0.51 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 1.5426
[2024-12-12 18:19:44,516][demucs.solver][INFO] - Train | Epoch 656 | 5/14 | 0.58 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 1.3767
[2024-12-12 18:19:45,292][demucs.solver][INFO] - Train | Epoch 656 | 6/14 | 0.63 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.7742
[2024-12-12 18:19:45,949][demucs.solver][INFO] - Train | Epoch 656 | 7/14 | 0.67 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.0106
[2024-12-12 18:19:46,609][demucs.solver][INFO] - Train | Epoch 656 | 8/14 | 0.72 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.9599
[2024-12-12 18:19:47,260][demucs.solver][INFO] - Train | Epoch 656 | 9/14 | 0.76 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.8511
[2024-12-12 18:19:47,910][demucs.solver][INFO] - Train | Epoch 656 | 10/14 | 0.80 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 2.0158
[2024-12-12 18:19:48,566][demucs.solver][INFO] - Train | Epoch 656 | 11/14 | 0.83 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 1.9885
[2024-12-12 18:19:49,217][demucs.solver][INFO] - Train | Epoch 656 | 12/14 | 0.86 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 2.0136
[2024-12-12 18:19:49,866][demucs.solver][INFO] - Train | Epoch 656 | 13/14 | 0.89 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 2.2207
[2024-12-12 18:19:50,191][demucs.solver][INFO] - Train Summary | Epoch 656 | Loss=0.2530 | Reco=0.2530 | Grad=2.2207
[2024-12-12 18:19:50,192][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:19:50,192][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:19:53,143][demucs.solver][INFO] - Valid | Epoch 656 | 1/20 | 1.84 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.269
[2024-12-12 18:19:53,580][demucs.solver][INFO] - Valid | Epoch 656 | 2/20 | 1.97 it/sec | Loss 0.4495 | Reco 0.4495 | Nsdr 1.023
[2024-12-12 18:19:53,939][demucs.solver][INFO] - Valid | Epoch 656 | 3/20 | 2.12 it/sec | Loss 0.4933 | Reco 0.4933 | Nsdr 1.111
[2024-12-12 18:19:54,286][demucs.solver][INFO] - Valid | Epoch 656 | 4/20 | 2.24 it/sec | Loss 0.5101 | Reco 0.5101 | Nsdr 1.158
[2024-12-12 18:19:54,737][demucs.solver][INFO] - Valid | Epoch 656 | 5/20 | 2.24 it/sec | Loss 0.5308 | Reco 0.5308 | Nsdr 1.158
[2024-12-12 18:19:55,213][demucs.solver][INFO] - Valid | Epoch 656 | 6/20 | 2.22 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 1.177
[2024-12-12 18:19:55,553][demucs.solver][INFO] - Valid | Epoch 656 | 7/20 | 2.29 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.199
[2024-12-12 18:19:55,926][demucs.solver][INFO] - Valid | Epoch 656 | 8/20 | 2.32 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.202
[2024-12-12 18:19:56,187][demucs.solver][INFO] - Valid | Epoch 656 | 9/20 | 2.42 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.224
[2024-12-12 18:19:56,382][demucs.solver][INFO] - Valid | Epoch 656 | 10/20 | 2.54 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.206
[2024-12-12 18:19:56,580][demucs.solver][INFO] - Valid | Epoch 656 | 11/20 | 2.65 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.204
[2024-12-12 18:19:56,780][demucs.solver][INFO] - Valid | Epoch 656 | 12/20 | 2.75 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.184
[2024-12-12 18:19:56,957][demucs.solver][INFO] - Valid | Epoch 656 | 13/20 | 2.86 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.187
[2024-12-12 18:19:57,153][demucs.solver][INFO] - Valid | Epoch 656 | 14/20 | 2.94 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.196
[2024-12-12 18:19:57,330][demucs.solver][INFO] - Valid | Epoch 656 | 15/20 | 3.03 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.204
[2024-12-12 18:19:57,524][demucs.solver][INFO] - Valid | Epoch 656 | 16/20 | 3.11 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.210
[2024-12-12 18:19:57,760][demucs.solver][INFO] - Valid | Epoch 656 | 17/20 | 3.15 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.215
[2024-12-12 18:19:57,958][demucs.solver][INFO] - Valid | Epoch 656 | 18/20 | 3.22 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.180
[2024-12-12 18:19:58,156][demucs.solver][INFO] - Valid | Epoch 656 | 19/20 | 3.28 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.193
[2024-12-12 18:19:58,593][demucs.solver][INFO] - Valid Summary | Epoch 656 | Loss=0.5407 | Reco=0.5407 | Nsdr=1.193 | Best=0.5289 | Bname=main
[2024-12-12 18:20:00,037][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:20:00,038][demucs.solver][INFO] - Training...
[2024-12-12 18:20:10,355][demucs.solver][INFO] - Train | Epoch 657 | 1/14 | 0.24 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.3508
[2024-12-12 18:20:11,022][demucs.solver][INFO] - Train | Epoch 657 | 2/14 | 0.34 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 1.6893
[2024-12-12 18:20:11,684][demucs.solver][INFO] - Train | Epoch 657 | 3/14 | 0.42 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 2.1311
[2024-12-12 18:20:12,345][demucs.solver][INFO] - Train | Epoch 657 | 4/14 | 0.49 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.9482
[2024-12-12 18:20:12,999][demucs.solver][INFO] - Train | Epoch 657 | 5/14 | 0.55 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 2.2125
[2024-12-12 18:20:13,659][demucs.solver][INFO] - Train | Epoch 657 | 6/14 | 0.61 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 2.1152
[2024-12-12 18:20:14,315][demucs.solver][INFO] - Train | Epoch 657 | 7/14 | 0.65 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.9244
[2024-12-12 18:20:14,966][demucs.solver][INFO] - Train | Epoch 657 | 8/14 | 0.70 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.8811
[2024-12-12 18:20:15,613][demucs.solver][INFO] - Train | Epoch 657 | 9/14 | 0.74 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.8752
[2024-12-12 18:20:16,264][demucs.solver][INFO] - Train | Epoch 657 | 10/14 | 0.78 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.8907
[2024-12-12 18:20:16,918][demucs.solver][INFO] - Train | Epoch 657 | 11/14 | 0.81 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.8838
[2024-12-12 18:20:17,569][demucs.solver][INFO] - Train | Epoch 657 | 12/14 | 0.84 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.0110
[2024-12-12 18:20:18,216][demucs.solver][INFO] - Train | Epoch 657 | 13/14 | 0.87 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.0555
[2024-12-12 18:20:18,564][demucs.solver][INFO] - Train Summary | Epoch 657 | Loss=0.2469 | Reco=0.2469 | Grad=2.0555
[2024-12-12 18:20:18,565][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:20:18,565][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:20:21,392][demucs.solver][INFO] - Valid | Epoch 657 | 1/20 | 1.86 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.354
[2024-12-12 18:20:21,894][demucs.solver][INFO] - Valid | Epoch 657 | 2/20 | 1.90 it/sec | Loss 0.4442 | Reco 0.4442 | Nsdr 1.089
[2024-12-12 18:20:22,303][demucs.solver][INFO] - Valid | Epoch 657 | 3/20 | 2.01 it/sec | Loss 0.4874 | Reco 0.4874 | Nsdr 1.185
[2024-12-12 18:20:22,696][demucs.solver][INFO] - Valid | Epoch 657 | 4/20 | 2.10 it/sec | Loss 0.5038 | Reco 0.5038 | Nsdr 1.236
[2024-12-12 18:20:22,991][demucs.solver][INFO] - Valid | Epoch 657 | 5/20 | 2.24 it/sec | Loss 0.5242 | Reco 0.5242 | Nsdr 1.235
[2024-12-12 18:20:23,354][demucs.solver][INFO] - Valid | Epoch 657 | 6/20 | 2.30 it/sec | Loss 0.5085 | Reco 0.5085 | Nsdr 1.254
[2024-12-12 18:20:23,847][demucs.solver][INFO] - Valid | Epoch 657 | 7/20 | 2.27 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 1.279
[2024-12-12 18:20:24,296][demucs.solver][INFO] - Valid | Epoch 657 | 8/20 | 2.26 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.280
[2024-12-12 18:20:24,769][demucs.solver][INFO] - Valid | Epoch 657 | 9/20 | 2.25 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.304
[2024-12-12 18:20:25,242][demucs.solver][INFO] - Valid | Epoch 657 | 10/20 | 2.23 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.288
[2024-12-12 18:20:25,457][demucs.solver][INFO] - Valid | Epoch 657 | 11/20 | 2.33 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.284
[2024-12-12 18:20:25,726][demucs.solver][INFO] - Valid | Epoch 657 | 12/20 | 2.40 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.261
[2024-12-12 18:20:26,178][demucs.solver][INFO] - Valid | Epoch 657 | 13/20 | 2.39 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.260
[2024-12-12 18:20:26,553][demucs.solver][INFO] - Valid | Epoch 657 | 14/20 | 2.41 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.269
[2024-12-12 18:20:26,801][demucs.solver][INFO] - Valid | Epoch 657 | 15/20 | 2.47 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.277
[2024-12-12 18:20:27,162][demucs.solver][INFO] - Valid | Epoch 657 | 16/20 | 2.48 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.283
[2024-12-12 18:20:27,339][demucs.solver][INFO] - Valid | Epoch 657 | 17/20 | 2.56 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.290
[2024-12-12 18:20:27,514][demucs.solver][INFO] - Valid | Epoch 657 | 18/20 | 2.64 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.252
[2024-12-12 18:20:27,713][demucs.solver][INFO] - Valid | Epoch 657 | 19/20 | 2.70 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.267
[2024-12-12 18:20:28,129][demucs.solver][INFO] - Valid Summary | Epoch 657 | Loss=0.5344 | Reco=0.5344 | Nsdr=1.267 | Best=0.5289 | Bname=main
[2024-12-12 18:20:29,653][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:20:29,654][demucs.solver][INFO] - Training...
[2024-12-12 18:20:41,132][demucs.solver][INFO] - Train | Epoch 658 | 1/14 | 0.20 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 3.3218
[2024-12-12 18:20:41,813][demucs.solver][INFO] - Train | Epoch 658 | 2/14 | 0.28 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.6273
[2024-12-12 18:20:42,478][demucs.solver][INFO] - Train | Epoch 658 | 3/14 | 0.36 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 2.5342
[2024-12-12 18:20:43,141][demucs.solver][INFO] - Train | Epoch 658 | 4/14 | 0.42 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.1280
[2024-12-12 18:20:43,811][demucs.solver][INFO] - Train | Epoch 658 | 5/14 | 0.48 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 1.9535
[2024-12-12 18:20:44,474][demucs.solver][INFO] - Train | Epoch 658 | 6/14 | 0.53 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 1.8401
[2024-12-12 18:20:45,136][demucs.solver][INFO] - Train | Epoch 658 | 7/14 | 0.58 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 1.6759
[2024-12-12 18:20:45,792][demucs.solver][INFO] - Train | Epoch 658 | 8/14 | 0.62 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.6030
[2024-12-12 18:20:46,447][demucs.solver][INFO] - Train | Epoch 658 | 9/14 | 0.66 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.5316
[2024-12-12 18:20:47,101][demucs.solver][INFO] - Train | Epoch 658 | 10/14 | 0.69 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.4706
[2024-12-12 18:20:47,755][demucs.solver][INFO] - Train | Epoch 658 | 11/14 | 0.73 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.4261
[2024-12-12 18:20:48,407][demucs.solver][INFO] - Train | Epoch 658 | 12/14 | 0.76 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.4391
[2024-12-12 18:20:49,059][demucs.solver][INFO] - Train | Epoch 658 | 13/14 | 0.79 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.3923
[2024-12-12 18:20:49,453][demucs.solver][INFO] - Train Summary | Epoch 658 | Loss=0.2441 | Reco=0.2441 | Grad=1.3923
[2024-12-12 18:20:49,454][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:20:49,454][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:20:53,154][demucs.solver][INFO] - Valid | Epoch 658 | 1/20 | 1.02 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.248
[2024-12-12 18:20:53,879][demucs.solver][INFO] - Valid | Epoch 658 | 2/20 | 1.12 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.003
[2024-12-12 18:20:54,327][demucs.solver][INFO] - Valid | Epoch 658 | 3/20 | 1.28 it/sec | Loss 0.4945 | Reco 0.4945 | Nsdr 1.097
[2024-12-12 18:20:54,733][demucs.solver][INFO] - Valid | Epoch 658 | 4/20 | 1.41 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.141
[2024-12-12 18:20:55,012][demucs.solver][INFO] - Valid | Epoch 658 | 5/20 | 1.57 it/sec | Loss 0.5326 | Reco 0.5326 | Nsdr 1.135
[2024-12-12 18:20:55,441][demucs.solver][INFO] - Valid | Epoch 658 | 6/20 | 1.65 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.154
[2024-12-12 18:20:55,628][demucs.solver][INFO] - Valid | Epoch 658 | 7/20 | 1.80 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.178
[2024-12-12 18:20:55,850][demucs.solver][INFO] - Valid | Epoch 658 | 8/20 | 1.93 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.179
[2024-12-12 18:20:56,032][demucs.solver][INFO] - Valid | Epoch 658 | 9/20 | 2.07 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.203
[2024-12-12 18:20:56,230][demucs.solver][INFO] - Valid | Epoch 658 | 10/20 | 2.18 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.186
[2024-12-12 18:20:56,451][demucs.solver][INFO] - Valid | Epoch 658 | 11/20 | 2.28 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.184
[2024-12-12 18:20:56,651][demucs.solver][INFO] - Valid | Epoch 658 | 12/20 | 2.38 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.165
[2024-12-12 18:20:56,848][demucs.solver][INFO] - Valid | Epoch 658 | 13/20 | 2.48 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.168
[2024-12-12 18:20:57,049][demucs.solver][INFO] - Valid | Epoch 658 | 14/20 | 2.56 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.176
[2024-12-12 18:20:57,249][demucs.solver][INFO] - Valid | Epoch 658 | 15/20 | 2.64 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.185
[2024-12-12 18:20:57,450][demucs.solver][INFO] - Valid | Epoch 658 | 16/20 | 2.72 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.190
[2024-12-12 18:20:57,604][demucs.solver][INFO] - Valid | Epoch 658 | 17/20 | 2.81 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.196
[2024-12-12 18:20:57,761][demucs.solver][INFO] - Valid | Epoch 658 | 18/20 | 2.89 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.162
[2024-12-12 18:20:57,961][demucs.solver][INFO] - Valid | Epoch 658 | 19/20 | 2.95 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.176
[2024-12-12 18:20:58,393][demucs.solver][INFO] - Valid Summary | Epoch 658 | Loss=0.5419 | Reco=0.5419 | Nsdr=1.176 | Best=0.5289 | Bname=main
[2024-12-12 18:20:59,960][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:20:59,961][demucs.solver][INFO] - Training...
[2024-12-12 18:21:08,654][demucs.solver][INFO] - Train | Epoch 659 | 1/14 | 0.29 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 0.7356
[2024-12-12 18:21:09,323][demucs.solver][INFO] - Train | Epoch 659 | 2/14 | 0.39 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.0063
[2024-12-12 18:21:10,354][demucs.solver][INFO] - Train | Epoch 659 | 3/14 | 0.46 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 0.8589
[2024-12-12 18:21:11,030][demucs.solver][INFO] - Train | Epoch 659 | 4/14 | 0.54 it/sec | Loss 0.2341 | Reco 0.2341 | Grad 1.1127
[2024-12-12 18:21:11,729][demucs.solver][INFO] - Train | Epoch 659 | 5/14 | 0.60 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.4479
[2024-12-12 18:21:12,445][demucs.solver][INFO] - Train | Epoch 659 | 6/14 | 0.65 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.5801
[2024-12-12 18:21:13,397][demucs.solver][INFO] - Train | Epoch 659 | 7/14 | 0.68 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 1.4318
[2024-12-12 18:21:14,060][demucs.solver][INFO] - Train | Epoch 659 | 8/14 | 0.73 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 1.6214
[2024-12-12 18:21:14,767][demucs.solver][INFO] - Train | Epoch 659 | 9/14 | 0.77 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.8169
[2024-12-12 18:21:15,434][demucs.solver][INFO] - Train | Epoch 659 | 10/14 | 0.80 it/sec | Loss 0.2319 | Reco 0.2319 | Grad 1.8348
[2024-12-12 18:21:16,182][demucs.solver][INFO] - Train | Epoch 659 | 11/14 | 0.83 it/sec | Loss 0.2315 | Reco 0.2315 | Grad 1.9487
[2024-12-12 18:21:16,929][demucs.solver][INFO] - Train | Epoch 659 | 12/14 | 0.85 it/sec | Loss 0.2328 | Reco 0.2328 | Grad 1.9196
[2024-12-12 18:21:17,620][demucs.solver][INFO] - Train | Epoch 659 | 13/14 | 0.88 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 2.0193
[2024-12-12 18:21:17,994][demucs.solver][INFO] - Train Summary | Epoch 659 | Loss=0.2350 | Reco=0.2350 | Grad=2.0193
[2024-12-12 18:21:17,995][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:21:17,995][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:21:20,519][demucs.solver][INFO] - Valid | Epoch 659 | 1/20 | 2.39 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.317
[2024-12-12 18:21:20,775][demucs.solver][INFO] - Valid | Epoch 659 | 2/20 | 2.74 it/sec | Loss 0.4471 | Reco 0.4471 | Nsdr 1.052
[2024-12-12 18:21:20,931][demucs.solver][INFO] - Valid | Epoch 659 | 3/20 | 3.20 it/sec | Loss 0.4907 | Reco 0.4907 | Nsdr 1.154
[2024-12-12 18:21:21,154][demucs.solver][INFO] - Valid | Epoch 659 | 4/20 | 3.39 it/sec | Loss 0.5072 | Reco 0.5072 | Nsdr 1.203
[2024-12-12 18:21:21,380][demucs.solver][INFO] - Valid | Epoch 659 | 5/20 | 3.53 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.204
[2024-12-12 18:21:21,583][demucs.solver][INFO] - Valid | Epoch 659 | 6/20 | 3.68 it/sec | Loss 0.5117 | Reco 0.5117 | Nsdr 1.223
[2024-12-12 18:21:21,781][demucs.solver][INFO] - Valid | Epoch 659 | 7/20 | 3.81 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.249
[2024-12-12 18:21:22,003][demucs.solver][INFO] - Valid | Epoch 659 | 8/20 | 3.87 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.249
[2024-12-12 18:21:22,229][demucs.solver][INFO] - Valid | Epoch 659 | 9/20 | 3.93 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.274
[2024-12-12 18:21:22,428][demucs.solver][INFO] - Valid | Epoch 659 | 10/20 | 4.00 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.256
[2024-12-12 18:21:22,606][demucs.solver][INFO] - Valid | Epoch 659 | 11/20 | 4.10 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.253
[2024-12-12 18:21:22,781][demucs.solver][INFO] - Valid | Epoch 659 | 12/20 | 4.19 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.230
[2024-12-12 18:21:23,004][demucs.solver][INFO] - Valid | Epoch 659 | 13/20 | 4.21 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.232
[2024-12-12 18:21:23,223][demucs.solver][INFO] - Valid | Epoch 659 | 14/20 | 4.23 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.241
[2024-12-12 18:21:23,446][demucs.solver][INFO] - Valid | Epoch 659 | 15/20 | 4.25 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.249
[2024-12-12 18:21:23,670][demucs.solver][INFO] - Valid | Epoch 659 | 16/20 | 4.26 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.255
[2024-12-12 18:21:23,848][demucs.solver][INFO] - Valid | Epoch 659 | 17/20 | 4.32 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.261
[2024-12-12 18:21:24,065][demucs.solver][INFO] - Valid | Epoch 659 | 18/20 | 4.33 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.224
[2024-12-12 18:21:24,263][demucs.solver][INFO] - Valid | Epoch 659 | 19/20 | 4.37 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.239
[2024-12-12 18:21:24,673][demucs.solver][INFO] - Valid Summary | Epoch 659 | Loss=0.5375 | Reco=0.5375 | Nsdr=1.239 | Best=0.5289 | Bname=main
[2024-12-12 18:21:26,209][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:21:26,209][demucs.solver][INFO] - Training...
[2024-12-12 18:21:35,021][demucs.solver][INFO] - Train | Epoch 660 | 1/14 | 0.28 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 2.1757
[2024-12-12 18:21:35,800][demucs.solver][INFO] - Train | Epoch 660 | 2/14 | 0.38 it/sec | Loss 0.2747 | Reco 0.2747 | Grad 3.3404
[2024-12-12 18:21:39,155][demucs.solver][INFO] - Train | Epoch 660 | 3/14 | 0.35 it/sec | Loss 0.2612 | Reco 0.2612 | Grad 2.9900
[2024-12-12 18:21:39,813][demucs.solver][INFO] - Train | Epoch 660 | 4/14 | 0.42 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 2.8349
[2024-12-12 18:21:40,468][demucs.solver][INFO] - Train | Epoch 660 | 5/14 | 0.48 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 2.6466
[2024-12-12 18:21:41,124][demucs.solver][INFO] - Train | Epoch 660 | 6/14 | 0.53 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 2.4366
[2024-12-12 18:21:41,780][demucs.solver][INFO] - Train | Epoch 660 | 7/14 | 0.58 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 2.6320
[2024-12-12 18:21:42,440][demucs.solver][INFO] - Train | Epoch 660 | 8/14 | 0.62 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 2.4156
[2024-12-12 18:21:43,093][demucs.solver][INFO] - Train | Epoch 660 | 9/14 | 0.66 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 2.5763
[2024-12-12 18:21:43,746][demucs.solver][INFO] - Train | Epoch 660 | 10/14 | 0.69 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 2.6151
[2024-12-12 18:21:44,400][demucs.solver][INFO] - Train | Epoch 660 | 11/14 | 0.73 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 2.5181
[2024-12-12 18:21:45,053][demucs.solver][INFO] - Train | Epoch 660 | 12/14 | 0.76 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.4396
[2024-12-12 18:21:45,706][demucs.solver][INFO] - Train | Epoch 660 | 13/14 | 0.79 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 2.5959
[2024-12-12 18:21:46,041][demucs.solver][INFO] - Train Summary | Epoch 660 | Loss=0.2492 | Reco=0.2492 | Grad=2.5959
[2024-12-12 18:21:46,042][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:21:46,042][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:21:49,257][demucs.solver][INFO] - Valid | Epoch 660 | 1/20 | 1.25 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.299
[2024-12-12 18:21:49,590][demucs.solver][INFO] - Valid | Epoch 660 | 2/20 | 1.55 it/sec | Loss 0.4482 | Reco 0.4482 | Nsdr 1.046
[2024-12-12 18:21:49,947][demucs.solver][INFO] - Valid | Epoch 660 | 3/20 | 1.75 it/sec | Loss 0.4920 | Reco 0.4920 | Nsdr 1.136
[2024-12-12 18:21:50,271][demucs.solver][INFO] - Valid | Epoch 660 | 4/20 | 1.91 it/sec | Loss 0.5087 | Reco 0.5087 | Nsdr 1.184
[2024-12-12 18:21:50,536][demucs.solver][INFO] - Valid | Epoch 660 | 5/20 | 2.08 it/sec | Loss 0.5293 | Reco 0.5293 | Nsdr 1.185
[2024-12-12 18:21:50,771][demucs.solver][INFO] - Valid | Epoch 660 | 6/20 | 2.25 it/sec | Loss 0.5133 | Reco 0.5133 | Nsdr 1.203
[2024-12-12 18:21:51,006][demucs.solver][INFO] - Valid | Epoch 660 | 7/20 | 2.39 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.226
[2024-12-12 18:21:51,196][demucs.solver][INFO] - Valid | Epoch 660 | 8/20 | 2.54 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.231
[2024-12-12 18:21:51,483][demucs.solver][INFO] - Valid | Epoch 660 | 9/20 | 2.61 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.255
[2024-12-12 18:21:51,783][demucs.solver][INFO] - Valid | Epoch 660 | 10/20 | 2.67 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.237
[2024-12-12 18:21:52,040][demucs.solver][INFO] - Valid | Epoch 660 | 11/20 | 2.74 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.235
[2024-12-12 18:21:52,192][demucs.solver][INFO] - Valid | Epoch 660 | 12/20 | 2.87 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.212
[2024-12-12 18:21:52,365][demucs.solver][INFO] - Valid | Epoch 660 | 13/20 | 2.97 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.214
[2024-12-12 18:21:52,541][demucs.solver][INFO] - Valid | Epoch 660 | 14/20 | 3.07 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.223
[2024-12-12 18:21:52,715][demucs.solver][INFO] - Valid | Epoch 660 | 15/20 | 3.16 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.230
[2024-12-12 18:21:52,915][demucs.solver][INFO] - Valid | Epoch 660 | 16/20 | 3.23 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.236
[2024-12-12 18:21:53,111][demucs.solver][INFO] - Valid | Epoch 660 | 17/20 | 3.30 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.241
[2024-12-12 18:21:53,332][demucs.solver][INFO] - Valid | Epoch 660 | 18/20 | 3.35 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.206
[2024-12-12 18:21:53,557][demucs.solver][INFO] - Valid | Epoch 660 | 19/20 | 3.39 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.219
[2024-12-12 18:21:53,969][demucs.solver][INFO] - Valid Summary | Epoch 660 | Loss=0.5391 | Reco=0.5391 | Nsdr=1.219 | Best=0.5289 | Bname=main
[2024-12-12 18:21:53,969][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:21:53,970][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 18:22:10,036][demucs.evaluate][INFO] - Eval | 1/20 | 0.26 it/sec
[2024-12-12 18:22:13,706][demucs.evaluate][INFO] - Eval | 2/20 | 0.27 it/sec
[2024-12-12 18:22:17,400][demucs.evaluate][INFO] - Eval | 3/20 | 0.27 it/sec
[2024-12-12 18:22:21,029][demucs.evaluate][INFO] - Eval | 4/20 | 0.27 it/sec
[2024-12-12 18:22:24,871][demucs.evaluate][INFO] - Eval | 5/20 | 0.27 it/sec
[2024-12-12 18:22:28,469][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 18:22:32,075][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 18:22:35,772][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 18:22:39,368][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 18:22:42,905][demucs.evaluate][INFO] - Eval | 10/20 | 0.27 it/sec
[2024-12-12 18:22:46,702][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 18:22:50,433][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 18:22:54,125][demucs.evaluate][INFO] - Eval | 13/20 | 0.27 it/sec
[2024-12-12 18:22:58,184][demucs.evaluate][INFO] - Eval | 14/20 | 0.27 it/sec
[2024-12-12 18:23:01,936][demucs.evaluate][INFO] - Eval | 15/20 | 0.27 it/sec
[2024-12-12 18:23:05,579][demucs.evaluate][INFO] - Eval | 16/20 | 0.27 it/sec
[2024-12-12 18:23:09,362][demucs.evaluate][INFO] - Eval | 17/20 | 0.27 it/sec
[2024-12-12 18:23:13,057][demucs.evaluate][INFO] - Eval | 18/20 | 0.27 it/sec
[2024-12-12 18:23:16,693][demucs.evaluate][INFO] - Eval | 19/20 | 0.27 it/sec
[2024-12-12 18:23:16,708][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 133.16 it/sec
[2024-12-12 18:23:16,717][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 124.99 it/sec
[2024-12-12 18:23:16,724][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 127.99 it/sec
[2024-12-12 18:23:16,732][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 127.74 it/sec
[2024-12-12 18:23:16,741][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 125.38 it/sec
[2024-12-12 18:23:16,748][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 127.67 it/sec
[2024-12-12 18:23:16,760][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 120.34 it/sec
[2024-12-12 18:23:16,768][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 120.69 it/sec
[2024-12-12 18:23:16,775][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 122.32 it/sec
[2024-12-12 18:23:16,784][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 121.48 it/sec
[2024-12-12 18:23:16,792][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 121.92 it/sec
[2024-12-12 18:23:16,799][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 123.01 it/sec
[2024-12-12 18:23:16,809][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 120.89 it/sec
[2024-12-12 18:23:16,817][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 121.52 it/sec
[2024-12-12 18:23:16,824][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 122.42 it/sec
[2024-12-12 18:23:16,832][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 122.58 it/sec
[2024-12-12 18:23:16,840][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 122.47 it/sec
[2024-12-12 18:23:16,847][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 123.28 it/sec
[2024-12-12 18:23:16,856][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 123.11 it/sec
[2024-12-12 18:23:16,925][demucs.solver][INFO] - Test Summary | Epoch 660 | Nsdr=1.114 | Nsdr_drums=1.102 | Nsdr_bass=1.124 | Nsdr_other=1.108 | Nsdr_vocals=1.123
[2024-12-12 18:23:18,448][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:23:18,448][demucs.solver][INFO] - Training...
[2024-12-12 18:23:25,448][demucs.solver][INFO] - Train | Epoch 661 | 1/14 | 0.38 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 3.3178
[2024-12-12 18:23:26,314][demucs.solver][INFO] - Train | Epoch 661 | 2/14 | 0.49 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.5142
[2024-12-12 18:23:27,029][demucs.solver][INFO] - Train | Epoch 661 | 3/14 | 0.59 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.2882
[2024-12-12 18:23:27,766][demucs.solver][INFO] - Train | Epoch 661 | 4/14 | 0.66 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.3593
[2024-12-12 18:23:28,930][demucs.solver][INFO] - Train | Epoch 661 | 5/14 | 0.69 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 2.0280
[2024-12-12 18:23:29,607][demucs.solver][INFO] - Train | Epoch 661 | 6/14 | 0.74 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.8977
[2024-12-12 18:23:30,280][demucs.solver][INFO] - Train | Epoch 661 | 7/14 | 0.79 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.8091
[2024-12-12 18:23:30,990][demucs.solver][INFO] - Train | Epoch 661 | 8/14 | 0.83 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.7200
[2024-12-12 18:23:32,052][demucs.solver][INFO] - Train | Epoch 661 | 9/14 | 0.84 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.5688
[2024-12-12 18:23:32,701][demucs.solver][INFO] - Train | Epoch 661 | 10/14 | 0.88 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 1.6313
[2024-12-12 18:23:33,353][demucs.solver][INFO] - Train | Epoch 661 | 11/14 | 0.91 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.6314
[2024-12-12 18:23:34,006][demucs.solver][INFO] - Train | Epoch 661 | 12/14 | 0.94 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.5704
[2024-12-12 18:23:34,656][demucs.solver][INFO] - Train | Epoch 661 | 13/14 | 0.97 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.5049
[2024-12-12 18:23:34,981][demucs.solver][INFO] - Train Summary | Epoch 661 | Loss=0.2427 | Reco=0.2427 | Grad=1.5049
[2024-12-12 18:23:34,981][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:23:34,982][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:23:37,314][demucs.solver][INFO] - Valid | Epoch 661 | 1/20 | 2.89 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.327
[2024-12-12 18:23:37,603][demucs.solver][INFO] - Valid | Epoch 661 | 2/20 | 3.05 it/sec | Loss 0.4461 | Reco 0.4461 | Nsdr 1.064
[2024-12-12 18:23:37,849][demucs.solver][INFO] - Valid | Epoch 661 | 3/20 | 3.26 it/sec | Loss 0.4893 | Reco 0.4893 | Nsdr 1.161
[2024-12-12 18:23:38,079][demucs.solver][INFO] - Valid | Epoch 661 | 4/20 | 3.43 it/sec | Loss 0.5058 | Reco 0.5058 | Nsdr 1.211
[2024-12-12 18:23:38,302][demucs.solver][INFO] - Valid | Epoch 661 | 5/20 | 3.57 it/sec | Loss 0.5259 | Reco 0.5259 | Nsdr 1.220
[2024-12-12 18:23:38,500][demucs.solver][INFO] - Valid | Epoch 661 | 6/20 | 3.73 it/sec | Loss 0.5101 | Reco 0.5101 | Nsdr 1.237
[2024-12-12 18:23:38,696][demucs.solver][INFO] - Valid | Epoch 661 | 7/20 | 3.86 it/sec | Loss 0.5306 | Reco 0.5306 | Nsdr 1.260
[2024-12-12 18:23:38,872][demucs.solver][INFO] - Valid | Epoch 661 | 8/20 | 4.00 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.262
[2024-12-12 18:23:39,050][demucs.solver][INFO] - Valid | Epoch 661 | 9/20 | 4.12 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.285
[2024-12-12 18:23:39,269][demucs.solver][INFO] - Valid | Epoch 661 | 10/20 | 4.15 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.267
[2024-12-12 18:23:39,487][demucs.solver][INFO] - Valid | Epoch 661 | 11/20 | 4.19 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.263
[2024-12-12 18:23:39,691][demucs.solver][INFO] - Valid | Epoch 661 | 12/20 | 4.23 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.242
[2024-12-12 18:23:39,888][demucs.solver][INFO] - Valid | Epoch 661 | 13/20 | 4.29 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.244
[2024-12-12 18:23:40,103][demucs.solver][INFO] - Valid | Epoch 661 | 14/20 | 4.31 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.252
[2024-12-12 18:23:40,323][demucs.solver][INFO] - Valid | Epoch 661 | 15/20 | 4.32 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.261
[2024-12-12 18:23:40,517][demucs.solver][INFO] - Valid | Epoch 661 | 16/20 | 4.36 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.267
[2024-12-12 18:23:40,692][demucs.solver][INFO] - Valid | Epoch 661 | 17/20 | 4.42 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.272
[2024-12-12 18:23:40,890][demucs.solver][INFO] - Valid | Epoch 661 | 18/20 | 4.45 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.234
[2024-12-12 18:23:41,087][demucs.solver][INFO] - Valid | Epoch 661 | 19/20 | 4.48 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.249
[2024-12-12 18:23:41,584][demucs.solver][INFO] - Valid Summary | Epoch 661 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.249 | Best=0.5289 | Bname=main
[2024-12-12 18:23:43,108][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:23:43,108][demucs.solver][INFO] - Training...
[2024-12-12 18:23:50,917][demucs.solver][INFO] - Train | Epoch 662 | 1/14 | 0.32 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.8814
[2024-12-12 18:23:51,603][demucs.solver][INFO] - Train | Epoch 662 | 2/14 | 0.44 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 1.4460
[2024-12-12 18:23:53,145][demucs.solver][INFO] - Train | Epoch 662 | 3/14 | 0.48 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 1.1284
[2024-12-12 18:23:53,809][demucs.solver][INFO] - Train | Epoch 662 | 4/14 | 0.55 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.4095
[2024-12-12 18:23:54,471][demucs.solver][INFO] - Train | Epoch 662 | 5/14 | 0.62 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 1.2596
[2024-12-12 18:23:55,131][demucs.solver][INFO] - Train | Epoch 662 | 6/14 | 0.67 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 1.3131
[2024-12-12 18:23:55,793][demucs.solver][INFO] - Train | Epoch 662 | 7/14 | 0.73 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.3370
[2024-12-12 18:23:56,456][demucs.solver][INFO] - Train | Epoch 662 | 8/14 | 0.77 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 1.4733
[2024-12-12 18:23:57,117][demucs.solver][INFO] - Train | Epoch 662 | 9/14 | 0.81 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 1.4995
[2024-12-12 18:23:57,780][demucs.solver][INFO] - Train | Epoch 662 | 10/14 | 0.84 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 1.7222
[2024-12-12 18:23:58,438][demucs.solver][INFO] - Train | Epoch 662 | 11/14 | 0.88 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 1.7278
[2024-12-12 18:23:59,095][demucs.solver][INFO] - Train | Epoch 662 | 12/14 | 0.91 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 1.7295
[2024-12-12 18:23:59,746][demucs.solver][INFO] - Train | Epoch 662 | 13/14 | 0.93 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.8155
[2024-12-12 18:24:00,103][demucs.solver][INFO] - Train Summary | Epoch 662 | Loss=0.2506 | Reco=0.2506 | Grad=1.8155
[2024-12-12 18:24:00,103][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:24:00,103][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:24:02,473][demucs.solver][INFO] - Valid | Epoch 662 | 1/20 | 2.89 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.364
[2024-12-12 18:24:02,687][demucs.solver][INFO] - Valid | Epoch 662 | 2/20 | 3.31 it/sec | Loss 0.4439 | Reco 0.4439 | Nsdr 1.090
[2024-12-12 18:24:02,968][demucs.solver][INFO] - Valid | Epoch 662 | 3/20 | 3.37 it/sec | Loss 0.4868 | Reco 0.4868 | Nsdr 1.188
[2024-12-12 18:24:03,163][demucs.solver][INFO] - Valid | Epoch 662 | 4/20 | 3.62 it/sec | Loss 0.5030 | Reco 0.5030 | Nsdr 1.239
[2024-12-12 18:24:03,369][demucs.solver][INFO] - Valid | Epoch 662 | 5/20 | 3.78 it/sec | Loss 0.5230 | Reco 0.5230 | Nsdr 1.245
[2024-12-12 18:24:03,542][demucs.solver][INFO] - Valid | Epoch 662 | 6/20 | 3.98 it/sec | Loss 0.5073 | Reco 0.5073 | Nsdr 1.264
[2024-12-12 18:24:03,738][demucs.solver][INFO] - Valid | Epoch 662 | 7/20 | 4.09 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.290
[2024-12-12 18:24:03,893][demucs.solver][INFO] - Valid | Epoch 662 | 8/20 | 4.26 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.291
[2024-12-12 18:24:04,053][demucs.solver][INFO] - Valid | Epoch 662 | 9/20 | 4.40 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.314
[2024-12-12 18:24:04,248][demucs.solver][INFO] - Valid | Epoch 662 | 10/20 | 4.46 it/sec | Loss 0.5346 | Reco 0.5346 | Nsdr 1.295
[2024-12-12 18:24:04,402][demucs.solver][INFO] - Valid | Epoch 662 | 11/20 | 4.58 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.293
[2024-12-12 18:24:04,618][demucs.solver][INFO] - Valid | Epoch 662 | 12/20 | 4.58 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.272
[2024-12-12 18:24:04,817][demucs.solver][INFO] - Valid | Epoch 662 | 13/20 | 4.61 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.275
[2024-12-12 18:24:05,018][demucs.solver][INFO] - Valid | Epoch 662 | 14/20 | 4.63 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.284
[2024-12-12 18:24:05,175][demucs.solver][INFO] - Valid | Epoch 662 | 15/20 | 4.71 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.292
[2024-12-12 18:24:05,354][demucs.solver][INFO] - Valid | Epoch 662 | 16/20 | 4.76 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.299
[2024-12-12 18:24:05,570][demucs.solver][INFO] - Valid | Epoch 662 | 17/20 | 4.75 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.303
[2024-12-12 18:24:05,787][demucs.solver][INFO] - Valid | Epoch 662 | 18/20 | 4.74 it/sec | Loss 0.5348 | Reco 0.5348 | Nsdr 1.266
[2024-12-12 18:24:05,986][demucs.solver][INFO] - Valid | Epoch 662 | 19/20 | 4.76 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.280
[2024-12-12 18:24:06,412][demucs.solver][INFO] - Valid Summary | Epoch 662 | Loss=0.5333 | Reco=0.5333 | Nsdr=1.280 | Best=0.5289 | Bname=main
[2024-12-12 18:24:07,896][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:24:07,896][demucs.solver][INFO] - Training...
[2024-12-12 18:24:16,418][demucs.solver][INFO] - Train | Epoch 663 | 1/14 | 0.30 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 3.7166
[2024-12-12 18:24:17,099][demucs.solver][INFO] - Train | Epoch 663 | 2/14 | 0.40 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.8034
[2024-12-12 18:24:17,883][demucs.solver][INFO] - Train | Epoch 663 | 3/14 | 0.49 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 2.4420
[2024-12-12 18:24:18,556][demucs.solver][INFO] - Train | Epoch 663 | 4/14 | 0.56 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 2.7532
[2024-12-12 18:24:19,267][demucs.solver][INFO] - Train | Epoch 663 | 5/14 | 0.62 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 2.8235
[2024-12-12 18:24:19,946][demucs.solver][INFO] - Train | Epoch 663 | 6/14 | 0.68 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.4417
[2024-12-12 18:24:20,609][demucs.solver][INFO] - Train | Epoch 663 | 7/14 | 0.73 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.2197
[2024-12-12 18:24:21,277][demucs.solver][INFO] - Train | Epoch 663 | 8/14 | 0.77 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.5024
[2024-12-12 18:24:21,934][demucs.solver][INFO] - Train | Epoch 663 | 9/14 | 0.81 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 2.6554
[2024-12-12 18:24:22,589][demucs.solver][INFO] - Train | Epoch 663 | 10/14 | 0.85 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 2.4551
[2024-12-12 18:24:23,245][demucs.solver][INFO] - Train | Epoch 663 | 11/14 | 0.88 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.5592
[2024-12-12 18:24:23,902][demucs.solver][INFO] - Train | Epoch 663 | 12/14 | 0.91 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 2.5959
[2024-12-12 18:24:24,566][demucs.solver][INFO] - Train | Epoch 663 | 13/14 | 0.94 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 2.6414
[2024-12-12 18:24:24,933][demucs.solver][INFO] - Train Summary | Epoch 663 | Loss=0.2338 | Reco=0.2338 | Grad=2.6414
[2024-12-12 18:24:24,934][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:24:24,934][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:24:28,186][demucs.solver][INFO] - Valid | Epoch 663 | 1/20 | 1.29 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.275
[2024-12-12 18:24:28,654][demucs.solver][INFO] - Valid | Epoch 663 | 2/20 | 1.48 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.025
[2024-12-12 18:24:29,036][demucs.solver][INFO] - Valid | Epoch 663 | 3/20 | 1.66 it/sec | Loss 0.4929 | Reco 0.4929 | Nsdr 1.120
[2024-12-12 18:24:29,458][demucs.solver][INFO] - Valid | Epoch 663 | 4/20 | 1.77 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.168
[2024-12-12 18:24:29,836][demucs.solver][INFO] - Valid | Epoch 663 | 5/20 | 1.87 it/sec | Loss 0.5300 | Reco 0.5300 | Nsdr 1.172
[2024-12-12 18:24:30,188][demucs.solver][INFO] - Valid | Epoch 663 | 6/20 | 1.97 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.192
[2024-12-12 18:24:30,515][demucs.solver][INFO] - Valid | Epoch 663 | 7/20 | 2.06 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.216
[2024-12-12 18:24:31,010][demucs.solver][INFO] - Valid | Epoch 663 | 8/20 | 2.06 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.218
[2024-12-12 18:24:31,516][demucs.solver][INFO] - Valid | Epoch 663 | 9/20 | 2.05 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.240
[2024-12-12 18:24:31,831][demucs.solver][INFO] - Valid | Epoch 663 | 10/20 | 2.12 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.222
[2024-12-12 18:24:32,010][demucs.solver][INFO] - Valid | Epoch 663 | 11/20 | 2.23 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.220
[2024-12-12 18:24:32,210][demucs.solver][INFO] - Valid | Epoch 663 | 12/20 | 2.33 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.200
[2024-12-12 18:24:32,389][demucs.solver][INFO] - Valid | Epoch 663 | 13/20 | 2.43 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.205
[2024-12-12 18:24:32,545][demucs.solver][INFO] - Valid | Epoch 663 | 14/20 | 2.54 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.213
[2024-12-12 18:24:32,722][demucs.solver][INFO] - Valid | Epoch 663 | 15/20 | 2.63 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.221
[2024-12-12 18:24:32,920][demucs.solver][INFO] - Valid | Epoch 663 | 16/20 | 2.70 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.227
[2024-12-12 18:24:33,097][demucs.solver][INFO] - Valid | Epoch 663 | 17/20 | 2.78 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.232
[2024-12-12 18:24:33,317][demucs.solver][INFO] - Valid | Epoch 663 | 18/20 | 2.84 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.196
[2024-12-12 18:24:33,515][demucs.solver][INFO] - Valid | Epoch 663 | 19/20 | 2.91 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.210
[2024-12-12 18:24:33,939][demucs.solver][INFO] - Valid Summary | Epoch 663 | Loss=0.5394 | Reco=0.5394 | Nsdr=1.210 | Best=0.5289 | Bname=main
[2024-12-12 18:24:35,709][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:24:35,709][demucs.solver][INFO] - Training...
[2024-12-12 18:24:41,790][demucs.solver][INFO] - Train | Epoch 664 | 1/14 | 0.47 it/sec | Loss 0.2669 | Reco 0.2669 | Grad 1.7833
[2024-12-12 18:24:42,591][demucs.solver][INFO] - Train | Epoch 664 | 2/14 | 0.59 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 1.3953
[2024-12-12 18:24:44,439][demucs.solver][INFO] - Train | Epoch 664 | 3/14 | 0.58 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 1.7700
[2024-12-12 18:24:45,110][demucs.solver][INFO] - Train | Epoch 664 | 4/14 | 0.66 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.8894
[2024-12-12 18:24:45,787][demucs.solver][INFO] - Train | Epoch 664 | 5/14 | 0.73 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.9098
[2024-12-12 18:24:46,465][demucs.solver][INFO] - Train | Epoch 664 | 6/14 | 0.78 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.8807
[2024-12-12 18:24:47,157][demucs.solver][INFO] - Train | Epoch 664 | 7/14 | 0.83 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 2.0190
[2024-12-12 18:24:48,227][demucs.solver][INFO] - Train | Epoch 664 | 8/14 | 0.84 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.3243
[2024-12-12 18:24:48,891][demucs.solver][INFO] - Train | Epoch 664 | 9/14 | 0.88 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 2.2578
[2024-12-12 18:24:49,555][demucs.solver][INFO] - Train | Epoch 664 | 10/14 | 0.91 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.0680
[2024-12-12 18:24:50,220][demucs.solver][INFO] - Train | Epoch 664 | 11/14 | 0.95 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 2.1673
[2024-12-12 18:24:50,887][demucs.solver][INFO] - Train | Epoch 664 | 12/14 | 0.97 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.4616
[2024-12-12 18:24:54,266][demucs.solver][INFO] - Train | Epoch 664 | 13/14 | 0.84 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 2.3854
[2024-12-12 18:24:54,628][demucs.solver][INFO] - Train Summary | Epoch 664 | Loss=0.2474 | Reco=0.2474 | Grad=2.3854
[2024-12-12 18:24:54,628][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:24:54,628][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:24:57,264][demucs.solver][INFO] - Valid | Epoch 664 | 1/20 | 2.13 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.310
[2024-12-12 18:24:57,555][demucs.solver][INFO] - Valid | Epoch 664 | 2/20 | 2.44 it/sec | Loss 0.4473 | Reco 0.4473 | Nsdr 1.054
[2024-12-12 18:24:57,806][demucs.solver][INFO] - Valid | Epoch 664 | 3/20 | 2.70 it/sec | Loss 0.4911 | Reco 0.4911 | Nsdr 1.140
[2024-12-12 18:24:57,991][demucs.solver][INFO] - Valid | Epoch 664 | 4/20 | 3.00 it/sec | Loss 0.5079 | Reco 0.5079 | Nsdr 1.186
[2024-12-12 18:24:58,267][demucs.solver][INFO] - Valid | Epoch 664 | 5/20 | 3.09 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 1.180
[2024-12-12 18:24:58,522][demucs.solver][INFO] - Valid | Epoch 664 | 6/20 | 3.19 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.201
[2024-12-12 18:24:58,790][demucs.solver][INFO] - Valid | Epoch 664 | 7/20 | 3.24 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.222
[2024-12-12 18:24:58,984][demucs.solver][INFO] - Valid | Epoch 664 | 8/20 | 3.38 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.220
[2024-12-12 18:24:59,262][demucs.solver][INFO] - Valid | Epoch 664 | 9/20 | 3.40 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.242
[2024-12-12 18:24:59,535][demucs.solver][INFO] - Valid | Epoch 664 | 10/20 | 3.43 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.227
[2024-12-12 18:24:59,770][demucs.solver][INFO] - Valid | Epoch 664 | 11/20 | 3.48 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.226
[2024-12-12 18:25:00,056][demucs.solver][INFO] - Valid | Epoch 664 | 12/20 | 3.48 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.206
[2024-12-12 18:25:00,254][demucs.solver][INFO] - Valid | Epoch 664 | 13/20 | 3.56 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.209
[2024-12-12 18:25:00,496][demucs.solver][INFO] - Valid | Epoch 664 | 14/20 | 3.60 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.218
[2024-12-12 18:25:00,677][demucs.solver][INFO] - Valid | Epoch 664 | 15/20 | 3.68 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.225
[2024-12-12 18:25:00,877][demucs.solver][INFO] - Valid | Epoch 664 | 16/20 | 3.73 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.232
[2024-12-12 18:25:01,119][demucs.solver][INFO] - Valid | Epoch 664 | 17/20 | 3.76 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.239
[2024-12-12 18:25:01,315][demucs.solver][INFO] - Valid | Epoch 664 | 18/20 | 3.81 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.205
[2024-12-12 18:25:01,513][demucs.solver][INFO] - Valid | Epoch 664 | 19/20 | 3.86 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.219
[2024-12-12 18:25:01,937][demucs.solver][INFO] - Valid Summary | Epoch 664 | Loss=0.5385 | Reco=0.5385 | Nsdr=1.219 | Best=0.5289 | Bname=main
[2024-12-12 18:25:03,419][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:25:03,419][demucs.solver][INFO] - Training...
[2024-12-12 18:25:13,545][demucs.solver][INFO] - Train | Epoch 665 | 1/14 | 0.24 it/sec | Loss 0.2808 | Reco 0.2808 | Grad 3.5927
[2024-12-12 18:25:14,580][demucs.solver][INFO] - Train | Epoch 665 | 2/14 | 0.32 it/sec | Loss 0.2665 | Reco 0.2665 | Grad 2.4588
[2024-12-12 18:25:15,244][demucs.solver][INFO] - Train | Epoch 665 | 3/14 | 0.39 it/sec | Loss 0.2649 | Reco 0.2649 | Grad 2.2628
[2024-12-12 18:25:15,906][demucs.solver][INFO] - Train | Epoch 665 | 4/14 | 0.46 it/sec | Loss 0.2642 | Reco 0.2642 | Grad 2.2498
[2024-12-12 18:25:16,563][demucs.solver][INFO] - Train | Epoch 665 | 5/14 | 0.52 it/sec | Loss 0.2646 | Reco 0.2646 | Grad 2.5693
[2024-12-12 18:25:17,223][demucs.solver][INFO] - Train | Epoch 665 | 6/14 | 0.58 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 2.2452
[2024-12-12 18:25:17,883][demucs.solver][INFO] - Train | Epoch 665 | 7/14 | 0.62 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 2.0249
[2024-12-12 18:25:18,541][demucs.solver][INFO] - Train | Epoch 665 | 8/14 | 0.67 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 2.2037
[2024-12-12 18:25:19,198][demucs.solver][INFO] - Train | Epoch 665 | 9/14 | 0.71 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 2.3112
[2024-12-12 18:25:19,855][demucs.solver][INFO] - Train | Epoch 665 | 10/14 | 0.74 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 2.1563
[2024-12-12 18:25:20,513][demucs.solver][INFO] - Train | Epoch 665 | 11/14 | 0.78 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 2.3238
[2024-12-12 18:25:21,170][demucs.solver][INFO] - Train | Epoch 665 | 12/14 | 0.81 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 2.2846
[2024-12-12 18:25:21,825][demucs.solver][INFO] - Train | Epoch 665 | 13/14 | 0.84 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 2.1785
[2024-12-12 18:25:22,173][demucs.solver][INFO] - Train Summary | Epoch 665 | Loss=0.2507 | Reco=0.2507 | Grad=2.1785
[2024-12-12 18:25:22,173][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:25:22,173][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:25:25,517][demucs.solver][INFO] - Valid | Epoch 665 | 1/20 | 1.11 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.365
[2024-12-12 18:25:25,819][demucs.solver][INFO] - Valid | Epoch 665 | 2/20 | 1.43 it/sec | Loss 0.4442 | Reco 0.4442 | Nsdr 1.095
[2024-12-12 18:25:26,115][demucs.solver][INFO] - Valid | Epoch 665 | 3/20 | 1.67 it/sec | Loss 0.4875 | Reco 0.4875 | Nsdr 1.190
[2024-12-12 18:25:26,482][demucs.solver][INFO] - Valid | Epoch 665 | 4/20 | 1.81 it/sec | Loss 0.5038 | Reco 0.5038 | Nsdr 1.239
[2024-12-12 18:25:26,888][demucs.solver][INFO] - Valid | Epoch 665 | 5/20 | 1.89 it/sec | Loss 0.5239 | Reco 0.5239 | Nsdr 1.244
[2024-12-12 18:25:27,136][demucs.solver][INFO] - Valid | Epoch 665 | 6/20 | 2.05 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.265
[2024-12-12 18:25:27,313][demucs.solver][INFO] - Valid | Epoch 665 | 7/20 | 2.22 it/sec | Loss 0.5284 | Reco 0.5284 | Nsdr 1.289
[2024-12-12 18:25:27,497][demucs.solver][INFO] - Valid | Epoch 665 | 8/20 | 2.38 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.291
[2024-12-12 18:25:27,698][demucs.solver][INFO] - Valid | Epoch 665 | 9/20 | 2.51 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.315
[2024-12-12 18:25:27,922][demucs.solver][INFO] - Valid | Epoch 665 | 10/20 | 2.62 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.300
[2024-12-12 18:25:28,119][demucs.solver][INFO] - Valid | Epoch 665 | 11/20 | 2.73 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.297
[2024-12-12 18:25:28,339][demucs.solver][INFO] - Valid | Epoch 665 | 12/20 | 2.81 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.274
[2024-12-12 18:25:28,494][demucs.solver][INFO] - Valid | Epoch 665 | 13/20 | 2.93 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.275
[2024-12-12 18:25:28,671][demucs.solver][INFO] - Valid | Epoch 665 | 14/20 | 3.03 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.283
[2024-12-12 18:25:28,867][demucs.solver][INFO] - Valid | Epoch 665 | 15/20 | 3.11 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.292
[2024-12-12 18:25:29,066][demucs.solver][INFO] - Valid | Epoch 665 | 16/20 | 3.18 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.298
[2024-12-12 18:25:29,286][demucs.solver][INFO] - Valid | Epoch 665 | 17/20 | 3.23 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.304
[2024-12-12 18:25:29,459][demucs.solver][INFO] - Valid | Epoch 665 | 18/20 | 3.31 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.267
[2024-12-12 18:25:29,677][demucs.solver][INFO] - Valid | Epoch 665 | 19/20 | 3.35 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.282
[2024-12-12 18:25:30,087][demucs.solver][INFO] - Valid Summary | Epoch 665 | Loss=0.5337 | Reco=0.5337 | Nsdr=1.282 | Best=0.5289 | Bname=main
[2024-12-12 18:25:31,875][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:25:31,876][demucs.solver][INFO] - Training...
[2024-12-12 18:25:40,419][demucs.solver][INFO] - Train | Epoch 666 | 1/14 | 0.29 it/sec | Loss 0.2788 | Reco 0.2788 | Grad 1.5716
[2024-12-12 18:25:41,086][demucs.solver][INFO] - Train | Epoch 666 | 2/14 | 0.40 it/sec | Loss 0.2633 | Reco 0.2633 | Grad 1.3162
[2024-12-12 18:25:41,751][demucs.solver][INFO] - Train | Epoch 666 | 3/14 | 0.49 it/sec | Loss 0.2611 | Reco 0.2611 | Grad 1.5253
[2024-12-12 18:25:42,416][demucs.solver][INFO] - Train | Epoch 666 | 4/14 | 0.57 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 1.9093
[2024-12-12 18:25:43,074][demucs.solver][INFO] - Train | Epoch 666 | 5/14 | 0.63 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 1.8623
[2024-12-12 18:25:43,732][demucs.solver][INFO] - Train | Epoch 666 | 6/14 | 0.69 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.8211
[2024-12-12 18:25:44,392][demucs.solver][INFO] - Train | Epoch 666 | 7/14 | 0.74 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.2142
[2024-12-12 18:25:45,050][demucs.solver][INFO] - Train | Epoch 666 | 8/14 | 0.78 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 1.9856
[2024-12-12 18:25:45,713][demucs.solver][INFO] - Train | Epoch 666 | 9/14 | 0.82 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 2.1059
[2024-12-12 18:25:46,376][demucs.solver][INFO] - Train | Epoch 666 | 10/14 | 0.86 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 1.9467
[2024-12-12 18:25:47,035][demucs.solver][INFO] - Train | Epoch 666 | 11/14 | 0.89 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 2.0729
[2024-12-12 18:25:47,690][demucs.solver][INFO] - Train | Epoch 666 | 12/14 | 0.92 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.9583
[2024-12-12 18:25:48,344][demucs.solver][INFO] - Train | Epoch 666 | 13/14 | 0.95 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 1.9927
[2024-12-12 18:25:48,711][demucs.solver][INFO] - Train Summary | Epoch 666 | Loss=0.2541 | Reco=0.2541 | Grad=1.9927
[2024-12-12 18:25:48,712][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:25:48,712][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:25:52,365][demucs.solver][INFO] - Valid | Epoch 666 | 1/20 | 1.03 it/sec | Loss 0.5825 | Reco 0.5825 | Nsdr 1.153
[2024-12-12 18:25:52,606][demucs.solver][INFO] - Valid | Epoch 666 | 2/20 | 1.38 it/sec | Loss 0.4562 | Reco 0.4562 | Nsdr 0.935
[2024-12-12 18:25:52,805][demucs.solver][INFO] - Valid | Epoch 666 | 3/20 | 1.68 it/sec | Loss 0.5014 | Reco 0.5014 | Nsdr 1.010
[2024-12-12 18:25:53,010][demucs.solver][INFO] - Valid | Epoch 666 | 4/20 | 1.94 it/sec | Loss 0.5190 | Reco 0.5190 | Nsdr 1.045
[2024-12-12 18:25:53,210][demucs.solver][INFO] - Valid | Epoch 666 | 5/20 | 2.16 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.041
[2024-12-12 18:25:53,409][demucs.solver][INFO] - Valid | Epoch 666 | 6/20 | 2.35 it/sec | Loss 0.5237 | Reco 0.5237 | Nsdr 1.066
[2024-12-12 18:25:53,608][demucs.solver][INFO] - Valid | Epoch 666 | 7/20 | 2.51 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.083
[2024-12-12 18:25:53,807][demucs.solver][INFO] - Valid | Epoch 666 | 8/20 | 2.66 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.077
[2024-12-12 18:25:54,005][demucs.solver][INFO] - Valid | Epoch 666 | 9/20 | 2.79 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.099
[2024-12-12 18:25:54,221][demucs.solver][INFO] - Valid | Epoch 666 | 10/20 | 2.90 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.089
[2024-12-12 18:25:54,456][demucs.solver][INFO] - Valid | Epoch 666 | 11/20 | 2.98 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.091
[2024-12-12 18:25:54,657][demucs.solver][INFO] - Valid | Epoch 666 | 12/20 | 3.07 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.075
[2024-12-12 18:25:54,858][demucs.solver][INFO] - Valid | Epoch 666 | 13/20 | 3.16 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.080
[2024-12-12 18:25:55,057][demucs.solver][INFO] - Valid | Epoch 666 | 14/20 | 3.24 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.089
[2024-12-12 18:25:55,254][demucs.solver][INFO] - Valid | Epoch 666 | 15/20 | 3.31 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.095
[2024-12-12 18:25:55,459][demucs.solver][INFO] - Valid | Epoch 666 | 16/20 | 3.38 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.103
[2024-12-12 18:25:55,657][demucs.solver][INFO] - Valid | Epoch 666 | 17/20 | 3.44 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.106
[2024-12-12 18:25:55,876][demucs.solver][INFO] - Valid | Epoch 666 | 18/20 | 3.49 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.076
[2024-12-12 18:25:56,095][demucs.solver][INFO] - Valid | Epoch 666 | 19/20 | 3.53 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.088
[2024-12-12 18:25:56,499][demucs.solver][INFO] - Valid Summary | Epoch 666 | Loss=0.5493 | Reco=0.5493 | Nsdr=1.088 | Best=0.5289 | Bname=main
[2024-12-12 18:25:58,100][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:25:58,101][demucs.solver][INFO] - Training...
[2024-12-12 18:26:06,319][demucs.solver][INFO] - Train | Epoch 667 | 1/14 | 0.31 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.8926
[2024-12-12 18:26:06,993][demucs.solver][INFO] - Train | Epoch 667 | 2/14 | 0.42 it/sec | Loss 0.2622 | Reco 0.2622 | Grad 3.8017
[2024-12-12 18:26:07,669][demucs.solver][INFO] - Train | Epoch 667 | 3/14 | 0.51 it/sec | Loss 0.2573 | Reco 0.2573 | Grad 3.3546
[2024-12-12 18:26:08,336][demucs.solver][INFO] - Train | Epoch 667 | 4/14 | 0.58 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 2.8398
[2024-12-12 18:26:09,004][demucs.solver][INFO] - Train | Epoch 667 | 5/14 | 0.65 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 2.5556
[2024-12-12 18:26:09,679][demucs.solver][INFO] - Train | Epoch 667 | 6/14 | 0.71 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 2.2108
[2024-12-12 18:26:10,341][demucs.solver][INFO] - Train | Epoch 667 | 7/14 | 0.76 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.1686
[2024-12-12 18:26:11,001][demucs.solver][INFO] - Train | Epoch 667 | 8/14 | 0.80 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 2.1670
[2024-12-12 18:26:11,664][demucs.solver][INFO] - Train | Epoch 667 | 9/14 | 0.84 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.0196
[2024-12-12 18:26:12,321][demucs.solver][INFO] - Train | Epoch 667 | 10/14 | 0.88 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.9309
[2024-12-12 18:26:12,996][demucs.solver][INFO] - Train | Epoch 667 | 11/14 | 0.91 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.8827
[2024-12-12 18:26:13,649][demucs.solver][INFO] - Train | Epoch 667 | 12/14 | 0.94 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.7635
[2024-12-12 18:26:14,298][demucs.solver][INFO] - Train | Epoch 667 | 13/14 | 0.96 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.6951
[2024-12-12 18:26:14,635][demucs.solver][INFO] - Train Summary | Epoch 667 | Loss=0.2465 | Reco=0.2465 | Grad=1.6951
[2024-12-12 18:26:14,635][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:26:14,635][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:26:17,138][demucs.solver][INFO] - Valid | Epoch 667 | 1/20 | 2.10 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.305
[2024-12-12 18:26:17,452][demucs.solver][INFO] - Valid | Epoch 667 | 2/20 | 2.37 it/sec | Loss 0.4468 | Reco 0.4468 | Nsdr 1.046
[2024-12-12 18:26:17,716][demucs.solver][INFO] - Valid | Epoch 667 | 3/20 | 2.61 it/sec | Loss 0.4906 | Reco 0.4906 | Nsdr 1.142
[2024-12-12 18:26:17,928][demucs.solver][INFO] - Valid | Epoch 667 | 4/20 | 2.87 it/sec | Loss 0.5070 | Reco 0.5070 | Nsdr 1.191
[2024-12-12 18:26:18,426][demucs.solver][INFO] - Valid | Epoch 667 | 5/20 | 2.68 it/sec | Loss 0.5274 | Reco 0.5274 | Nsdr 1.190
[2024-12-12 18:26:18,755][demucs.solver][INFO] - Valid | Epoch 667 | 6/20 | 2.73 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.212
[2024-12-12 18:26:18,927][demucs.solver][INFO] - Valid | Epoch 667 | 7/20 | 2.92 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.237
[2024-12-12 18:26:19,091][demucs.solver][INFO] - Valid | Epoch 667 | 8/20 | 3.10 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.240
[2024-12-12 18:26:19,316][demucs.solver][INFO] - Valid | Epoch 667 | 9/20 | 3.20 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.265
[2024-12-12 18:26:19,515][demucs.solver][INFO] - Valid | Epoch 667 | 10/20 | 3.30 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.249
[2024-12-12 18:26:19,702][demucs.solver][INFO] - Valid | Epoch 667 | 11/20 | 3.41 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.246
[2024-12-12 18:26:19,877][demucs.solver][INFO] - Valid | Epoch 667 | 12/20 | 3.52 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.225
[2024-12-12 18:26:20,074][demucs.solver][INFO] - Valid | Epoch 667 | 13/20 | 3.60 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.226
[2024-12-12 18:26:20,272][demucs.solver][INFO] - Valid | Epoch 667 | 14/20 | 3.67 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.235
[2024-12-12 18:26:20,452][demucs.solver][INFO] - Valid | Epoch 667 | 15/20 | 3.75 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.243
[2024-12-12 18:26:20,649][demucs.solver][INFO] - Valid | Epoch 667 | 16/20 | 3.81 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.249
[2024-12-12 18:26:20,828][demucs.solver][INFO] - Valid | Epoch 667 | 17/20 | 3.88 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.255
[2024-12-12 18:26:21,030][demucs.solver][INFO] - Valid | Epoch 667 | 18/20 | 3.92 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.218
[2024-12-12 18:26:21,228][demucs.solver][INFO] - Valid | Epoch 667 | 19/20 | 3.97 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.234
[2024-12-12 18:26:21,658][demucs.solver][INFO] - Valid Summary | Epoch 667 | Loss=0.5369 | Reco=0.5369 | Nsdr=1.234 | Best=0.5289 | Bname=main
[2024-12-12 18:26:23,293][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:26:23,294][demucs.solver][INFO] - Training...
[2024-12-12 18:26:30,831][demucs.solver][INFO] - Train | Epoch 668 | 1/14 | 0.34 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.0852
[2024-12-12 18:26:31,516][demucs.solver][INFO] - Train | Epoch 668 | 2/14 | 0.46 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 0.9143
[2024-12-12 18:26:32,204][demucs.solver][INFO] - Train | Epoch 668 | 3/14 | 0.55 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 1.2314
[2024-12-12 18:26:32,875][demucs.solver][INFO] - Train | Epoch 668 | 4/14 | 0.63 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 1.0721
[2024-12-12 18:26:33,546][demucs.solver][INFO] - Train | Epoch 668 | 5/14 | 0.70 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 0.9879
[2024-12-12 18:26:34,221][demucs.solver][INFO] - Train | Epoch 668 | 6/14 | 0.75 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 0.9443
[2024-12-12 18:26:34,890][demucs.solver][INFO] - Train | Epoch 668 | 7/14 | 0.80 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 0.8815
[2024-12-12 18:26:36,046][demucs.solver][INFO] - Train | Epoch 668 | 8/14 | 0.81 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.1902
[2024-12-12 18:26:36,727][demucs.solver][INFO] - Train | Epoch 668 | 9/14 | 0.85 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.4334
[2024-12-12 18:26:37,400][demucs.solver][INFO] - Train | Epoch 668 | 10/14 | 0.88 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.3337
[2024-12-12 18:26:38,061][demucs.solver][INFO] - Train | Epoch 668 | 11/14 | 0.91 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.5433
[2024-12-12 18:26:38,737][demucs.solver][INFO] - Train | Epoch 668 | 12/14 | 0.94 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.6114
[2024-12-12 18:26:39,401][demucs.solver][INFO] - Train | Epoch 668 | 13/14 | 0.97 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.6362
[2024-12-12 18:26:39,783][demucs.solver][INFO] - Train Summary | Epoch 668 | Loss=0.2406 | Reco=0.2406 | Grad=1.6362
[2024-12-12 18:26:39,783][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:26:39,783][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:26:42,545][demucs.solver][INFO] - Valid | Epoch 668 | 1/20 | 1.71 it/sec | Loss 0.5725 | Reco 0.5725 | Nsdr 1.288
[2024-12-12 18:26:43,114][demucs.solver][INFO] - Valid | Epoch 668 | 2/20 | 1.73 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.033
[2024-12-12 18:26:43,519][demucs.solver][INFO] - Valid | Epoch 668 | 3/20 | 1.87 it/sec | Loss 0.4925 | Reco 0.4925 | Nsdr 1.121
[2024-12-12 18:26:43,830][demucs.solver][INFO] - Valid | Epoch 668 | 4/20 | 2.04 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.167
[2024-12-12 18:26:44,307][demucs.solver][INFO] - Valid | Epoch 668 | 5/20 | 2.05 it/sec | Loss 0.5300 | Reco 0.5300 | Nsdr 1.166
[2024-12-12 18:26:44,809][demucs.solver][INFO] - Valid | Epoch 668 | 6/20 | 2.04 it/sec | Loss 0.5140 | Reco 0.5140 | Nsdr 1.185
[2024-12-12 18:26:45,075][demucs.solver][INFO] - Valid | Epoch 668 | 7/20 | 2.16 it/sec | Loss 0.5348 | Reco 0.5348 | Nsdr 1.207
[2024-12-12 18:26:45,366][demucs.solver][INFO] - Valid | Epoch 668 | 8/20 | 2.26 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.205
[2024-12-12 18:26:45,811][demucs.solver][INFO] - Valid | Epoch 668 | 9/20 | 2.26 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.228
[2024-12-12 18:26:46,182][demucs.solver][INFO] - Valid | Epoch 668 | 10/20 | 2.29 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.212
[2024-12-12 18:26:46,439][demucs.solver][INFO] - Valid | Epoch 668 | 11/20 | 2.37 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.210
[2024-12-12 18:26:46,638][demucs.solver][INFO] - Valid | Epoch 668 | 12/20 | 2.47 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.189
[2024-12-12 18:26:46,905][demucs.solver][INFO] - Valid | Epoch 668 | 13/20 | 2.53 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.192
[2024-12-12 18:26:47,134][demucs.solver][INFO] - Valid | Epoch 668 | 14/20 | 2.61 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.201
[2024-12-12 18:26:47,414][demucs.solver][INFO] - Valid | Epoch 668 | 15/20 | 2.65 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.209
[2024-12-12 18:26:47,649][demucs.solver][INFO] - Valid | Epoch 668 | 16/20 | 2.71 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.215
[2024-12-12 18:26:47,879][demucs.solver][INFO] - Valid | Epoch 668 | 17/20 | 2.77 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.221
[2024-12-12 18:26:48,083][demucs.solver][INFO] - Valid | Epoch 668 | 18/20 | 2.83 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.186
[2024-12-12 18:26:48,277][demucs.solver][INFO] - Valid | Epoch 668 | 19/20 | 2.90 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.199
[2024-12-12 18:26:48,678][demucs.solver][INFO] - Valid Summary | Epoch 668 | Loss=0.5400 | Reco=0.5400 | Nsdr=1.199 | Best=0.5289 | Bname=main
[2024-12-12 18:26:50,190][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:26:50,191][demucs.solver][INFO] - Training...
[2024-12-12 18:26:57,934][demucs.solver][INFO] - Train | Epoch 669 | 1/14 | 0.32 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 1.6781
[2024-12-12 18:26:58,602][demucs.solver][INFO] - Train | Epoch 669 | 2/14 | 0.44 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 1.3109
[2024-12-12 18:26:59,485][demucs.solver][INFO] - Train | Epoch 669 | 3/14 | 0.52 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.0521
[2024-12-12 18:27:00,193][demucs.solver][INFO] - Train | Epoch 669 | 4/14 | 0.59 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 0.9904
[2024-12-12 18:27:00,943][demucs.solver][INFO] - Train | Epoch 669 | 5/14 | 0.65 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 1.0276
[2024-12-12 18:27:01,659][demucs.solver][INFO] - Train | Epoch 669 | 6/14 | 0.71 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.1956
[2024-12-12 18:27:02,461][demucs.solver][INFO] - Train | Epoch 669 | 7/14 | 0.75 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 1.3676
[2024-12-12 18:27:03,217][demucs.solver][INFO] - Train | Epoch 669 | 8/14 | 0.79 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.3077
[2024-12-12 18:27:03,876][demucs.solver][INFO] - Train | Epoch 669 | 9/14 | 0.83 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.2037
[2024-12-12 18:27:04,556][demucs.solver][INFO] - Train | Epoch 669 | 10/14 | 0.86 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.1794
[2024-12-12 18:27:05,223][demucs.solver][INFO] - Train | Epoch 669 | 11/14 | 0.89 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.1063
[2024-12-12 18:27:05,883][demucs.solver][INFO] - Train | Epoch 669 | 12/14 | 0.92 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.0876
[2024-12-12 18:27:06,549][demucs.solver][INFO] - Train | Epoch 669 | 13/14 | 0.95 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.0537
[2024-12-12 18:27:06,885][demucs.solver][INFO] - Train Summary | Epoch 669 | Loss=0.2474 | Reco=0.2474 | Grad=1.0537
[2024-12-12 18:27:06,886][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:27:06,886][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:27:09,267][demucs.solver][INFO] - Valid | Epoch 669 | 1/20 | 2.82 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.270
[2024-12-12 18:27:09,519][demucs.solver][INFO] - Valid | Epoch 669 | 2/20 | 3.12 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.020
[2024-12-12 18:27:09,712][demucs.solver][INFO] - Valid | Epoch 669 | 3/20 | 3.46 it/sec | Loss 0.4939 | Reco 0.4939 | Nsdr 1.108
[2024-12-12 18:27:09,964][demucs.solver][INFO] - Valid | Epoch 669 | 4/20 | 3.55 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.156
[2024-12-12 18:27:10,180][demucs.solver][INFO] - Valid | Epoch 669 | 5/20 | 3.70 it/sec | Loss 0.5315 | Reco 0.5315 | Nsdr 1.154
[2024-12-12 18:27:10,387][demucs.solver][INFO] - Valid | Epoch 669 | 6/20 | 3.82 it/sec | Loss 0.5154 | Reco 0.5154 | Nsdr 1.174
[2024-12-12 18:27:10,564][demucs.solver][INFO] - Valid | Epoch 669 | 7/20 | 3.98 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.194
[2024-12-12 18:27:10,783][demucs.solver][INFO] - Valid | Epoch 669 | 8/20 | 4.04 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.193
[2024-12-12 18:27:10,963][demucs.solver][INFO] - Valid | Epoch 669 | 9/20 | 4.16 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.216
[2024-12-12 18:27:11,138][demucs.solver][INFO] - Valid | Epoch 669 | 10/20 | 4.26 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.202
[2024-12-12 18:27:11,317][demucs.solver][INFO] - Valid | Epoch 669 | 11/20 | 4.35 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.201
[2024-12-12 18:27:11,517][demucs.solver][INFO] - Valid | Epoch 669 | 12/20 | 4.39 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.181
[2024-12-12 18:27:11,695][demucs.solver][INFO] - Valid | Epoch 669 | 13/20 | 4.46 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.185
[2024-12-12 18:27:11,897][demucs.solver][INFO] - Valid | Epoch 669 | 14/20 | 4.49 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.193
[2024-12-12 18:27:12,076][demucs.solver][INFO] - Valid | Epoch 669 | 15/20 | 4.55 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.200
[2024-12-12 18:27:12,271][demucs.solver][INFO] - Valid | Epoch 669 | 16/20 | 4.58 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.207
[2024-12-12 18:27:12,492][demucs.solver][INFO] - Valid | Epoch 669 | 17/20 | 4.57 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.212
[2024-12-12 18:27:12,646][demucs.solver][INFO] - Valid | Epoch 669 | 18/20 | 4.65 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.178
[2024-12-12 18:27:12,842][demucs.solver][INFO] - Valid | Epoch 669 | 19/20 | 4.67 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.191
[2024-12-12 18:27:13,295][demucs.solver][INFO] - Valid Summary | Epoch 669 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.191 | Best=0.5289 | Bname=main
[2024-12-12 18:27:14,845][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:27:14,846][demucs.solver][INFO] - Training...
[2024-12-12 18:27:22,968][demucs.solver][INFO] - Train | Epoch 670 | 1/14 | 0.31 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 2.2505
[2024-12-12 18:27:23,658][demucs.solver][INFO] - Train | Epoch 670 | 2/14 | 0.42 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 2.1181
[2024-12-12 18:27:24,825][demucs.solver][INFO] - Train | Epoch 670 | 3/14 | 0.48 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.6200
[2024-12-12 18:27:25,497][demucs.solver][INFO] - Train | Epoch 670 | 4/14 | 0.56 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 2.3844
[2024-12-12 18:27:26,164][demucs.solver][INFO] - Train | Epoch 670 | 5/14 | 0.62 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.4646
[2024-12-12 18:27:26,825][demucs.solver][INFO] - Train | Epoch 670 | 6/14 | 0.68 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.4783
[2024-12-12 18:27:27,487][demucs.solver][INFO] - Train | Epoch 670 | 7/14 | 0.73 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 2.2973
[2024-12-12 18:27:28,145][demucs.solver][INFO] - Train | Epoch 670 | 8/14 | 0.77 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.2224
[2024-12-12 18:27:28,804][demucs.solver][INFO] - Train | Epoch 670 | 9/14 | 0.81 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 2.3731
[2024-12-12 18:27:29,465][demucs.solver][INFO] - Train | Epoch 670 | 10/14 | 0.85 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.3714
[2024-12-12 18:27:30,115][demucs.solver][INFO] - Train | Epoch 670 | 11/14 | 0.88 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.3155
[2024-12-12 18:27:30,769][demucs.solver][INFO] - Train | Epoch 670 | 12/14 | 0.91 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.2803
[2024-12-12 18:27:31,420][demucs.solver][INFO] - Train | Epoch 670 | 13/14 | 0.94 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.2359
[2024-12-12 18:27:31,789][demucs.solver][INFO] - Train Summary | Epoch 670 | Loss=0.2420 | Reco=0.2420 | Grad=2.2359
[2024-12-12 18:27:31,789][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:27:31,789][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:27:34,513][demucs.solver][INFO] - Valid | Epoch 670 | 1/20 | 1.77 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.341
[2024-12-12 18:27:34,926][demucs.solver][INFO] - Valid | Epoch 670 | 2/20 | 1.94 it/sec | Loss 0.4461 | Reco 0.4461 | Nsdr 1.068
[2024-12-12 18:27:35,403][demucs.solver][INFO] - Valid | Epoch 670 | 3/20 | 1.98 it/sec | Loss 0.4897 | Reco 0.4897 | Nsdr 1.172
[2024-12-12 18:27:35,788][demucs.solver][INFO] - Valid | Epoch 670 | 4/20 | 2.08 it/sec | Loss 0.5060 | Reco 0.5060 | Nsdr 1.226
[2024-12-12 18:27:36,392][demucs.solver][INFO] - Valid | Epoch 670 | 5/20 | 1.99 it/sec | Loss 0.5260 | Reco 0.5260 | Nsdr 1.228
[2024-12-12 18:27:36,897][demucs.solver][INFO] - Valid | Epoch 670 | 6/20 | 1.99 it/sec | Loss 0.5100 | Reco 0.5100 | Nsdr 1.249
[2024-12-12 18:27:37,246][demucs.solver][INFO] - Valid | Epoch 670 | 7/20 | 2.07 it/sec | Loss 0.5304 | Reco 0.5304 | Nsdr 1.276
[2024-12-12 18:27:37,576][demucs.solver][INFO] - Valid | Epoch 670 | 8/20 | 2.15 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.279
[2024-12-12 18:27:38,000][demucs.solver][INFO] - Valid | Epoch 670 | 9/20 | 2.17 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.303
[2024-12-12 18:27:38,168][demucs.solver][INFO] - Valid | Epoch 670 | 10/20 | 2.30 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.286
[2024-12-12 18:27:38,378][demucs.solver][INFO] - Valid | Epoch 670 | 11/20 | 2.40 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.283
[2024-12-12 18:27:38,599][demucs.solver][INFO] - Valid | Epoch 670 | 12/20 | 2.49 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.261
[2024-12-12 18:27:38,816][demucs.solver][INFO] - Valid | Epoch 670 | 13/20 | 2.58 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.262
[2024-12-12 18:27:39,034][demucs.solver][INFO] - Valid | Epoch 670 | 14/20 | 2.65 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.271
[2024-12-12 18:27:39,239][demucs.solver][INFO] - Valid | Epoch 670 | 15/20 | 2.73 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.279
[2024-12-12 18:27:39,440][demucs.solver][INFO] - Valid | Epoch 670 | 16/20 | 2.81 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.285
[2024-12-12 18:27:39,617][demucs.solver][INFO] - Valid | Epoch 670 | 17/20 | 2.89 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.290
[2024-12-12 18:27:39,771][demucs.solver][INFO] - Valid | Epoch 670 | 18/20 | 2.97 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.252
[2024-12-12 18:27:39,987][demucs.solver][INFO] - Valid | Epoch 670 | 19/20 | 3.03 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.268
[2024-12-12 18:27:40,391][demucs.solver][INFO] - Valid Summary | Epoch 670 | Loss=0.5352 | Reco=0.5352 | Nsdr=1.268 | Best=0.5289 | Bname=main
[2024-12-12 18:27:41,717][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:27:41,717][demucs.solver][INFO] - Training...
[2024-12-12 18:27:54,462][demucs.solver][INFO] - Train | Epoch 671 | 1/14 | 0.18 it/sec | Loss 0.2207 | Reco 0.2207 | Grad 1.5568
[2024-12-12 18:27:55,126][demucs.solver][INFO] - Train | Epoch 671 | 2/14 | 0.26 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.7929
[2024-12-12 18:27:55,791][demucs.solver][INFO] - Train | Epoch 671 | 3/14 | 0.32 it/sec | Loss 0.2284 | Reco 0.2284 | Grad 1.3799
[2024-12-12 18:27:56,455][demucs.solver][INFO] - Train | Epoch 671 | 4/14 | 0.38 it/sec | Loss 0.2266 | Reco 0.2266 | Grad 1.6358
[2024-12-12 18:27:57,108][demucs.solver][INFO] - Train | Epoch 671 | 5/14 | 0.44 it/sec | Loss 0.2198 | Reco 0.2198 | Grad 1.6112
[2024-12-12 18:27:57,759][demucs.solver][INFO] - Train | Epoch 671 | 6/14 | 0.49 it/sec | Loss 0.2253 | Reco 0.2253 | Grad 1.4833
[2024-12-12 18:27:58,411][demucs.solver][INFO] - Train | Epoch 671 | 7/14 | 0.53 it/sec | Loss 0.2309 | Reco 0.2309 | Grad 1.5299
[2024-12-12 18:27:59,062][demucs.solver][INFO] - Train | Epoch 671 | 8/14 | 0.57 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 1.6123
[2024-12-12 18:27:59,716][demucs.solver][INFO] - Train | Epoch 671 | 9/14 | 0.61 it/sec | Loss 0.2306 | Reco 0.2306 | Grad 1.5165
[2024-12-12 18:28:00,372][demucs.solver][INFO] - Train | Epoch 671 | 10/14 | 0.65 it/sec | Loss 0.2299 | Reco 0.2299 | Grad 1.4512
[2024-12-12 18:28:01,030][demucs.solver][INFO] - Train | Epoch 671 | 11/14 | 0.68 it/sec | Loss 0.2299 | Reco 0.2299 | Grad 1.6484
[2024-12-12 18:28:01,683][demucs.solver][INFO] - Train | Epoch 671 | 12/14 | 0.71 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.8427
[2024-12-12 18:28:02,333][demucs.solver][INFO] - Train | Epoch 671 | 13/14 | 0.74 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 1.8033
[2024-12-12 18:28:02,649][demucs.solver][INFO] - Train Summary | Epoch 671 | Loss=0.2334 | Reco=0.2334 | Grad=1.8033
[2024-12-12 18:28:02,649][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:28:02,650][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:28:05,153][demucs.solver][INFO] - Valid | Epoch 671 | 1/20 | 2.39 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.274
[2024-12-12 18:28:05,482][demucs.solver][INFO] - Valid | Epoch 671 | 2/20 | 2.58 it/sec | Loss 0.4492 | Reco 0.4492 | Nsdr 1.028
[2024-12-12 18:28:05,771][demucs.solver][INFO] - Valid | Epoch 671 | 3/20 | 2.75 it/sec | Loss 0.4933 | Reco 0.4933 | Nsdr 1.106
[2024-12-12 18:28:05,989][demucs.solver][INFO] - Valid | Epoch 671 | 4/20 | 2.99 it/sec | Loss 0.5102 | Reco 0.5102 | Nsdr 1.154
[2024-12-12 18:28:06,192][demucs.solver][INFO] - Valid | Epoch 671 | 5/20 | 3.20 it/sec | Loss 0.5309 | Reco 0.5309 | Nsdr 1.157
[2024-12-12 18:28:06,348][demucs.solver][INFO] - Valid | Epoch 671 | 6/20 | 3.45 it/sec | Loss 0.5148 | Reco 0.5148 | Nsdr 1.177
[2024-12-12 18:28:06,528][demucs.solver][INFO] - Valid | Epoch 671 | 7/20 | 3.62 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.195
[2024-12-12 18:28:06,730][demucs.solver][INFO] - Valid | Epoch 671 | 8/20 | 3.73 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.199
[2024-12-12 18:28:06,886][demucs.solver][INFO] - Valid | Epoch 671 | 9/20 | 3.89 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.219
[2024-12-12 18:28:07,086][demucs.solver][INFO] - Valid | Epoch 671 | 10/20 | 3.97 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.204
[2024-12-12 18:28:07,306][demucs.solver][INFO] - Valid | Epoch 671 | 11/20 | 4.01 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.203
[2024-12-12 18:28:07,528][demucs.solver][INFO] - Valid | Epoch 671 | 12/20 | 4.05 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.183
[2024-12-12 18:28:07,705][demucs.solver][INFO] - Valid | Epoch 671 | 13/20 | 4.13 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.185
[2024-12-12 18:28:07,905][demucs.solver][INFO] - Valid | Epoch 671 | 14/20 | 4.18 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.193
[2024-12-12 18:28:08,121][demucs.solver][INFO] - Valid | Epoch 671 | 15/20 | 4.21 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.201
[2024-12-12 18:28:08,321][demucs.solver][INFO] - Valid | Epoch 671 | 16/20 | 4.25 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.208
[2024-12-12 18:28:08,497][demucs.solver][INFO] - Valid | Epoch 671 | 17/20 | 4.31 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.213
[2024-12-12 18:28:08,696][demucs.solver][INFO] - Valid | Epoch 671 | 18/20 | 4.34 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.179
[2024-12-12 18:28:08,896][demucs.solver][INFO] - Valid | Epoch 671 | 19/20 | 4.37 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.190
[2024-12-12 18:28:09,473][demucs.solver][INFO] - Valid Summary | Epoch 671 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.190 | Best=0.5289 | Bname=main
[2024-12-12 18:28:11,014][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:28:11,016][demucs.solver][INFO] - Training...
[2024-12-12 18:28:19,395][demucs.solver][INFO] - Train | Epoch 672 | 1/14 | 0.30 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 3.5716
[2024-12-12 18:28:20,063][demucs.solver][INFO] - Train | Epoch 672 | 2/14 | 0.41 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 3.0060
[2024-12-12 18:28:20,723][demucs.solver][INFO] - Train | Epoch 672 | 3/14 | 0.50 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 3.0135
[2024-12-12 18:28:21,388][demucs.solver][INFO] - Train | Epoch 672 | 4/14 | 0.58 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.4839
[2024-12-12 18:28:22,053][demucs.solver][INFO] - Train | Epoch 672 | 5/14 | 0.64 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.5334
[2024-12-12 18:28:22,718][demucs.solver][INFO] - Train | Epoch 672 | 6/14 | 0.70 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.5912
[2024-12-12 18:28:23,371][demucs.solver][INFO] - Train | Epoch 672 | 7/14 | 0.75 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 2.6556
[2024-12-12 18:28:24,161][demucs.solver][INFO] - Train | Epoch 672 | 8/14 | 0.79 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 2.6347
[2024-12-12 18:28:24,811][demucs.solver][INFO] - Train | Epoch 672 | 9/14 | 0.83 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 2.6127
[2024-12-12 18:28:25,466][demucs.solver][INFO] - Train | Epoch 672 | 10/14 | 0.86 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 2.5710
[2024-12-12 18:28:26,122][demucs.solver][INFO] - Train | Epoch 672 | 11/14 | 0.90 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.5291
[2024-12-12 18:28:26,779][demucs.solver][INFO] - Train | Epoch 672 | 12/14 | 0.92 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 2.4698
[2024-12-12 18:28:27,435][demucs.solver][INFO] - Train | Epoch 672 | 13/14 | 0.95 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 2.4177
[2024-12-12 18:28:27,784][demucs.solver][INFO] - Train Summary | Epoch 672 | Loss=0.2381 | Reco=0.2381 | Grad=2.4177
[2024-12-12 18:28:27,785][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:28:27,785][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:28:30,447][demucs.solver][INFO] - Valid | Epoch 672 | 1/20 | 1.97 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.323
[2024-12-12 18:28:31,248][demucs.solver][INFO] - Valid | Epoch 672 | 2/20 | 1.65 it/sec | Loss 0.4468 | Reco 0.4468 | Nsdr 1.054
[2024-12-12 18:28:31,728][demucs.solver][INFO] - Valid | Epoch 672 | 3/20 | 1.74 it/sec | Loss 0.4900 | Reco 0.4900 | Nsdr 1.161
[2024-12-12 18:28:32,075][demucs.solver][INFO] - Valid | Epoch 672 | 4/20 | 1.89 it/sec | Loss 0.5064 | Reco 0.5064 | Nsdr 1.212
[2024-12-12 18:28:32,450][demucs.solver][INFO] - Valid | Epoch 672 | 5/20 | 1.99 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.217
[2024-12-12 18:28:32,832][demucs.solver][INFO] - Valid | Epoch 672 | 6/20 | 2.06 it/sec | Loss 0.5105 | Reco 0.5105 | Nsdr 1.237
[2024-12-12 18:28:33,184][demucs.solver][INFO] - Valid | Epoch 672 | 7/20 | 2.13 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.263
[2024-12-12 18:28:33,633][demucs.solver][INFO] - Valid | Epoch 672 | 8/20 | 2.14 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.263
[2024-12-12 18:28:33,976][demucs.solver][INFO] - Valid | Epoch 672 | 9/20 | 2.20 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.286
[2024-12-12 18:28:34,291][demucs.solver][INFO] - Valid | Epoch 672 | 10/20 | 2.26 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.268
[2024-12-12 18:28:34,696][demucs.solver][INFO] - Valid | Epoch 672 | 11/20 | 2.28 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.266
[2024-12-12 18:28:35,091][demucs.solver][INFO] - Valid | Epoch 672 | 12/20 | 2.30 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.245
[2024-12-12 18:28:35,454][demucs.solver][INFO] - Valid | Epoch 672 | 13/20 | 2.32 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.247
[2024-12-12 18:28:35,746][demucs.solver][INFO] - Valid | Epoch 672 | 14/20 | 2.38 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.256
[2024-12-12 18:28:35,917][demucs.solver][INFO] - Valid | Epoch 672 | 15/20 | 2.47 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.263
[2024-12-12 18:28:36,217][demucs.solver][INFO] - Valid | Epoch 672 | 16/20 | 2.50 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.269
[2024-12-12 18:28:36,503][demucs.solver][INFO] - Valid | Epoch 672 | 17/20 | 2.55 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.275
[2024-12-12 18:28:36,709][demucs.solver][INFO] - Valid | Epoch 672 | 18/20 | 2.61 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.237
[2024-12-12 18:28:36,965][demucs.solver][INFO] - Valid | Epoch 672 | 19/20 | 2.65 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.252
[2024-12-12 18:28:37,374][demucs.solver][INFO] - Valid Summary | Epoch 672 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.252 | Best=0.5289 | Bname=main
[2024-12-12 18:28:38,907][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:28:38,909][demucs.solver][INFO] - Training...
[2024-12-12 18:28:47,360][demucs.solver][INFO] - Train | Epoch 673 | 1/14 | 0.30 it/sec | Loss 0.2640 | Reco 0.2640 | Grad 2.3052
[2024-12-12 18:28:48,030][demucs.solver][INFO] - Train | Epoch 673 | 2/14 | 0.41 it/sec | Loss 0.2555 | Reco 0.2555 | Grad 2.5002
[2024-12-12 18:28:48,694][demucs.solver][INFO] - Train | Epoch 673 | 3/14 | 0.50 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 2.2280
[2024-12-12 18:28:49,356][demucs.solver][INFO] - Train | Epoch 673 | 4/14 | 0.58 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 2.5019
[2024-12-12 18:28:50,015][demucs.solver][INFO] - Train | Epoch 673 | 5/14 | 0.65 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.1568
[2024-12-12 18:28:50,674][demucs.solver][INFO] - Train | Epoch 673 | 6/14 | 0.70 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 2.1355
[2024-12-12 18:28:51,331][demucs.solver][INFO] - Train | Epoch 673 | 7/14 | 0.75 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 2.4046
[2024-12-12 18:28:51,981][demucs.solver][INFO] - Train | Epoch 673 | 8/14 | 0.80 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 2.1703
[2024-12-12 18:28:52,631][demucs.solver][INFO] - Train | Epoch 673 | 9/14 | 0.84 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.3408
[2024-12-12 18:28:53,286][demucs.solver][INFO] - Train | Epoch 673 | 10/14 | 0.88 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.1505
[2024-12-12 18:28:53,936][demucs.solver][INFO] - Train | Epoch 673 | 11/14 | 0.91 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.2284
[2024-12-12 18:28:54,588][demucs.solver][INFO] - Train | Epoch 673 | 12/14 | 0.94 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 2.0923
[2024-12-12 18:28:55,243][demucs.solver][INFO] - Train | Epoch 673 | 13/14 | 0.96 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 2.1054
[2024-12-12 18:28:55,575][demucs.solver][INFO] - Train Summary | Epoch 673 | Loss=0.2503 | Reco=0.2503 | Grad=2.1054
[2024-12-12 18:28:55,576][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:28:55,576][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:28:58,371][demucs.solver][INFO] - Valid | Epoch 673 | 1/20 | 1.67 it/sec | Loss 0.5785 | Reco 0.5785 | Nsdr 1.196
[2024-12-12 18:28:58,798][demucs.solver][INFO] - Valid | Epoch 673 | 2/20 | 1.85 it/sec | Loss 0.4534 | Reco 0.4534 | Nsdr 0.963
[2024-12-12 18:28:59,202][demucs.solver][INFO] - Valid | Epoch 673 | 3/20 | 1.97 it/sec | Loss 0.4981 | Reco 0.4981 | Nsdr 1.048
[2024-12-12 18:28:59,883][demucs.solver][INFO] - Valid | Epoch 673 | 4/20 | 1.85 it/sec | Loss 0.5154 | Reco 0.5154 | Nsdr 1.091
[2024-12-12 18:29:00,525][demucs.solver][INFO] - Valid | Epoch 673 | 5/20 | 1.79 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.086
[2024-12-12 18:29:00,724][demucs.solver][INFO] - Valid | Epoch 673 | 6/20 | 1.97 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.110
[2024-12-12 18:29:00,950][demucs.solver][INFO] - Valid | Epoch 673 | 7/20 | 2.12 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.128
[2024-12-12 18:29:01,150][demucs.solver][INFO] - Valid | Epoch 673 | 8/20 | 2.26 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.126
[2024-12-12 18:29:01,379][demucs.solver][INFO] - Valid | Epoch 673 | 9/20 | 2.38 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.147
[2024-12-12 18:29:01,561][demucs.solver][INFO] - Valid | Epoch 673 | 10/20 | 2.51 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.134
[2024-12-12 18:29:01,717][demucs.solver][INFO] - Valid | Epoch 673 | 11/20 | 2.64 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.134
[2024-12-12 18:29:01,920][demucs.solver][INFO] - Valid | Epoch 673 | 12/20 | 2.74 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.118
[2024-12-12 18:29:02,120][demucs.solver][INFO] - Valid | Epoch 673 | 13/20 | 2.83 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.123
[2024-12-12 18:29:02,297][demucs.solver][INFO] - Valid | Epoch 673 | 14/20 | 2.93 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.131
[2024-12-12 18:29:02,453][demucs.solver][INFO] - Valid | Epoch 673 | 15/20 | 3.03 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.138
[2024-12-12 18:29:02,648][demucs.solver][INFO] - Valid | Epoch 673 | 16/20 | 3.11 it/sec | Loss 0.5749 | Reco 0.5749 | Nsdr 1.145
[2024-12-12 18:29:02,807][demucs.solver][INFO] - Valid | Epoch 673 | 17/20 | 3.20 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.149
[2024-12-12 18:29:02,964][demucs.solver][INFO] - Valid | Epoch 673 | 18/20 | 3.28 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.115
[2024-12-12 18:29:03,164][demucs.solver][INFO] - Valid | Epoch 673 | 19/20 | 3.34 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.128
[2024-12-12 18:29:03,538][demucs.solver][INFO] - Valid Summary | Epoch 673 | Loss=0.5457 | Reco=0.5457 | Nsdr=1.128 | Best=0.5289 | Bname=main
[2024-12-12 18:29:04,990][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:29:04,991][demucs.solver][INFO] - Training...
[2024-12-12 18:29:10,717][demucs.solver][INFO] - Train | Epoch 674 | 1/14 | 0.49 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 2.0990
[2024-12-12 18:29:11,472][demucs.solver][INFO] - Train | Epoch 674 | 2/14 | 0.62 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 1.9227
[2024-12-12 18:29:15,274][demucs.solver][INFO] - Train | Epoch 674 | 3/14 | 0.46 it/sec | Loss 0.2202 | Reco 0.2202 | Grad 1.7731
[2024-12-12 18:29:16,456][demucs.solver][INFO] - Train | Epoch 674 | 4/14 | 0.51 it/sec | Loss 0.2261 | Reco 0.2261 | Grad 2.0023
[2024-12-12 18:29:17,650][demucs.solver][INFO] - Train | Epoch 674 | 5/14 | 0.54 it/sec | Loss 0.2290 | Reco 0.2290 | Grad 1.8334
[2024-12-12 18:29:18,380][demucs.solver][INFO] - Train | Epoch 674 | 6/14 | 0.59 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 1.7450
[2024-12-12 18:29:19,057][demucs.solver][INFO] - Train | Epoch 674 | 7/14 | 0.64 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 1.8546
[2024-12-12 18:29:19,716][demucs.solver][INFO] - Train | Epoch 674 | 8/14 | 0.69 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 1.6719
[2024-12-12 18:29:20,379][demucs.solver][INFO] - Train | Epoch 674 | 9/14 | 0.73 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 1.6396
[2024-12-12 18:29:21,058][demucs.solver][INFO] - Train | Epoch 674 | 10/14 | 0.76 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.7192
[2024-12-12 18:29:21,780][demucs.solver][INFO] - Train | Epoch 674 | 11/14 | 0.79 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 1.6860
[2024-12-12 18:29:22,432][demucs.solver][INFO] - Train | Epoch 674 | 12/14 | 0.82 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 1.7827
[2024-12-12 18:29:23,085][demucs.solver][INFO] - Train | Epoch 674 | 13/14 | 0.85 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 1.9002
[2024-12-12 18:29:23,438][demucs.solver][INFO] - Train Summary | Epoch 674 | Loss=0.2397 | Reco=0.2397 | Grad=1.9002
[2024-12-12 18:29:23,439][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:29:23,439][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:29:26,314][demucs.solver][INFO] - Valid | Epoch 674 | 1/20 | 1.73 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.360
[2024-12-12 18:29:26,834][demucs.solver][INFO] - Valid | Epoch 674 | 2/20 | 1.79 it/sec | Loss 0.4450 | Reco 0.4450 | Nsdr 1.083
[2024-12-12 18:29:27,147][demucs.solver][INFO] - Valid | Epoch 674 | 3/20 | 2.01 it/sec | Loss 0.4881 | Reco 0.4881 | Nsdr 1.189
[2024-12-12 18:29:27,400][demucs.solver][INFO] - Valid | Epoch 674 | 4/20 | 2.23 it/sec | Loss 0.5043 | Reco 0.5043 | Nsdr 1.238
[2024-12-12 18:29:27,686][demucs.solver][INFO] - Valid | Epoch 674 | 5/20 | 2.37 it/sec | Loss 0.5242 | Reco 0.5242 | Nsdr 1.242
[2024-12-12 18:29:28,147][demucs.solver][INFO] - Valid | Epoch 674 | 6/20 | 2.34 it/sec | Loss 0.5083 | Reco 0.5083 | Nsdr 1.263
[2024-12-12 18:29:28,611][demucs.solver][INFO] - Valid | Epoch 674 | 7/20 | 2.31 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 1.290
[2024-12-12 18:29:29,050][demucs.solver][INFO] - Valid | Epoch 674 | 8/20 | 2.31 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.289
[2024-12-12 18:29:29,536][demucs.solver][INFO] - Valid | Epoch 674 | 9/20 | 2.28 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.313
[2024-12-12 18:29:29,913][demucs.solver][INFO] - Valid | Epoch 674 | 10/20 | 2.31 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.298
[2024-12-12 18:29:30,389][demucs.solver][INFO] - Valid | Epoch 674 | 11/20 | 2.29 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.295
[2024-12-12 18:29:30,694][demucs.solver][INFO] - Valid | Epoch 674 | 12/20 | 2.35 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.274
[2024-12-12 18:29:31,182][demucs.solver][INFO] - Valid | Epoch 674 | 13/20 | 2.32 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.277
[2024-12-12 18:29:32,089][demucs.solver][INFO] - Valid | Epoch 674 | 14/20 | 2.16 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.285
[2024-12-12 18:29:32,680][demucs.solver][INFO] - Valid | Epoch 674 | 15/20 | 2.13 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.293
[2024-12-12 18:29:33,151][demucs.solver][INFO] - Valid | Epoch 674 | 16/20 | 2.13 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.300
[2024-12-12 18:29:33,614][demucs.solver][INFO] - Valid | Epoch 674 | 17/20 | 2.13 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.305
[2024-12-12 18:29:33,886][demucs.solver][INFO] - Valid | Epoch 674 | 18/20 | 2.18 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.266
[2024-12-12 18:29:34,095][demucs.solver][INFO] - Valid | Epoch 674 | 19/20 | 2.24 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.282
[2024-12-12 18:29:34,530][demucs.solver][INFO] - Valid Summary | Epoch 674 | Loss=0.5337 | Reco=0.5337 | Nsdr=1.282 | Best=0.5289 | Bname=main
[2024-12-12 18:29:35,926][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:29:35,926][demucs.solver][INFO] - Training...
[2024-12-12 18:29:47,597][demucs.solver][INFO] - Train | Epoch 675 | 1/14 | 0.20 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 2.9458
[2024-12-12 18:29:48,272][demucs.solver][INFO] - Train | Epoch 675 | 2/14 | 0.28 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 3.4483
[2024-12-12 18:29:49,046][demucs.solver][INFO] - Train | Epoch 675 | 3/14 | 0.35 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 3.5492
[2024-12-12 18:29:49,719][demucs.solver][INFO] - Train | Epoch 675 | 4/14 | 0.41 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 3.1671
[2024-12-12 18:29:50,382][demucs.solver][INFO] - Train | Epoch 675 | 5/14 | 0.47 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 3.2404
[2024-12-12 18:29:51,041][demucs.solver][INFO] - Train | Epoch 675 | 6/14 | 0.52 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 3.3651
[2024-12-12 18:29:51,701][demucs.solver][INFO] - Train | Epoch 675 | 7/14 | 0.57 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 3.0521
[2024-12-12 18:29:52,361][demucs.solver][INFO] - Train | Epoch 675 | 8/14 | 0.61 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.7906
[2024-12-12 18:29:53,018][demucs.solver][INFO] - Train | Epoch 675 | 9/14 | 0.65 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.7767
[2024-12-12 18:29:53,670][demucs.solver][INFO] - Train | Epoch 675 | 10/14 | 0.68 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 2.8423
[2024-12-12 18:29:54,322][demucs.solver][INFO] - Train | Epoch 675 | 11/14 | 0.72 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 2.7138
[2024-12-12 18:29:54,979][demucs.solver][INFO] - Train | Epoch 675 | 12/14 | 0.75 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 2.5887
[2024-12-12 18:29:55,635][demucs.solver][INFO] - Train | Epoch 675 | 13/14 | 0.77 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 2.6349
[2024-12-12 18:29:55,980][demucs.solver][INFO] - Train Summary | Epoch 675 | Loss=0.2393 | Reco=0.2393 | Grad=2.6349
[2024-12-12 18:29:55,980][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:29:55,980][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:29:58,780][demucs.solver][INFO] - Valid | Epoch 675 | 1/20 | 1.94 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.267
[2024-12-12 18:29:59,297][demucs.solver][INFO] - Valid | Epoch 675 | 2/20 | 1.94 it/sec | Loss 0.4511 | Reco 0.4511 | Nsdr 1.016
[2024-12-12 18:29:59,810][demucs.solver][INFO] - Valid | Epoch 675 | 3/20 | 1.94 it/sec | Loss 0.4952 | Reco 0.4952 | Nsdr 1.102
[2024-12-12 18:30:00,142][demucs.solver][INFO] - Valid | Epoch 675 | 4/20 | 2.09 it/sec | Loss 0.5121 | Reco 0.5121 | Nsdr 1.150
[2024-12-12 18:30:00,311][demucs.solver][INFO] - Valid | Epoch 675 | 5/20 | 2.34 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 1.147
[2024-12-12 18:30:00,615][demucs.solver][INFO] - Valid | Epoch 675 | 6/20 | 2.44 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.171
[2024-12-12 18:30:00,904][demucs.solver][INFO] - Valid | Epoch 675 | 7/20 | 2.54 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.192
[2024-12-12 18:30:01,251][demucs.solver][INFO] - Valid | Epoch 675 | 8/20 | 2.57 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.193
[2024-12-12 18:30:01,448][demucs.solver][INFO] - Valid | Epoch 675 | 9/20 | 2.70 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.215
[2024-12-12 18:30:01,650][demucs.solver][INFO] - Valid | Epoch 675 | 10/20 | 2.82 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.202
[2024-12-12 18:30:01,827][demucs.solver][INFO] - Valid | Epoch 675 | 11/20 | 2.94 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.202
[2024-12-12 18:30:02,027][demucs.solver][INFO] - Valid | Epoch 675 | 12/20 | 3.04 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.182
[2024-12-12 18:30:02,181][demucs.solver][INFO] - Valid | Epoch 675 | 13/20 | 3.16 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.185
[2024-12-12 18:30:02,380][demucs.solver][INFO] - Valid | Epoch 675 | 14/20 | 3.24 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.194
[2024-12-12 18:30:02,577][demucs.solver][INFO] - Valid | Epoch 675 | 15/20 | 3.31 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.201
[2024-12-12 18:30:02,772][demucs.solver][INFO] - Valid | Epoch 675 | 16/20 | 3.39 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.209
[2024-12-12 18:30:02,927][demucs.solver][INFO] - Valid | Epoch 675 | 17/20 | 3.48 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.213
[2024-12-12 18:30:03,124][demucs.solver][INFO] - Valid | Epoch 675 | 18/20 | 3.54 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.179
[2024-12-12 18:30:03,360][demucs.solver][INFO] - Valid | Epoch 675 | 19/20 | 3.57 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.192
[2024-12-12 18:30:03,791][demucs.solver][INFO] - Valid Summary | Epoch 675 | Loss=0.5416 | Reco=0.5416 | Nsdr=1.192 | Best=0.5289 | Bname=main
[2024-12-12 18:30:05,301][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:30:05,301][demucs.solver][INFO] - Training...
[2024-12-12 18:30:14,059][demucs.solver][INFO] - Train | Epoch 676 | 1/14 | 0.28 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 2.0211
[2024-12-12 18:30:14,727][demucs.solver][INFO] - Train | Epoch 676 | 2/14 | 0.39 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 2.3679
[2024-12-12 18:30:15,406][demucs.solver][INFO] - Train | Epoch 676 | 3/14 | 0.48 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 2.5017
[2024-12-12 18:30:16,072][demucs.solver][INFO] - Train | Epoch 676 | 4/14 | 0.55 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 2.1401
[2024-12-12 18:30:16,744][demucs.solver][INFO] - Train | Epoch 676 | 5/14 | 0.62 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.9721
[2024-12-12 18:30:17,409][demucs.solver][INFO] - Train | Epoch 676 | 6/14 | 0.67 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.3265
[2024-12-12 18:30:18,081][demucs.solver][INFO] - Train | Epoch 676 | 7/14 | 0.72 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.5325
[2024-12-12 18:30:18,739][demucs.solver][INFO] - Train | Epoch 676 | 8/14 | 0.77 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 2.4353
[2024-12-12 18:30:19,406][demucs.solver][INFO] - Train | Epoch 676 | 9/14 | 0.81 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.2107
[2024-12-12 18:30:20,063][demucs.solver][INFO] - Train | Epoch 676 | 10/14 | 0.84 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 2.2859
[2024-12-12 18:30:20,721][demucs.solver][INFO] - Train | Epoch 676 | 11/14 | 0.88 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 2.2113
[2024-12-12 18:30:21,383][demucs.solver][INFO] - Train | Epoch 676 | 12/14 | 0.91 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 2.2879
[2024-12-12 18:30:22,035][demucs.solver][INFO] - Train | Epoch 676 | 13/14 | 0.93 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.3186
[2024-12-12 18:30:22,355][demucs.solver][INFO] - Train Summary | Epoch 676 | Loss=0.2464 | Reco=0.2464 | Grad=2.3186
[2024-12-12 18:30:22,356][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:30:22,356][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:30:25,182][demucs.solver][INFO] - Valid | Epoch 676 | 1/20 | 2.86 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.319
[2024-12-12 18:30:25,445][demucs.solver][INFO] - Valid | Epoch 676 | 2/20 | 3.11 it/sec | Loss 0.4474 | Reco 0.4474 | Nsdr 1.060
[2024-12-12 18:30:25,657][demucs.solver][INFO] - Valid | Epoch 676 | 3/20 | 3.40 it/sec | Loss 0.4912 | Reco 0.4912 | Nsdr 1.144
[2024-12-12 18:30:25,879][demucs.solver][INFO] - Valid | Epoch 676 | 4/20 | 3.58 it/sec | Loss 0.5080 | Reco 0.5080 | Nsdr 1.190
[2024-12-12 18:30:26,111][demucs.solver][INFO] - Valid | Epoch 676 | 5/20 | 3.68 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 1.193
[2024-12-12 18:30:26,336][demucs.solver][INFO] - Valid | Epoch 676 | 6/20 | 3.77 it/sec | Loss 0.5124 | Reco 0.5124 | Nsdr 1.215
[2024-12-12 18:30:26,559][demucs.solver][INFO] - Valid | Epoch 676 | 7/20 | 3.85 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.235
[2024-12-12 18:30:26,760][demucs.solver][INFO] - Valid | Epoch 676 | 8/20 | 3.95 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.236
[2024-12-12 18:30:26,960][demucs.solver][INFO] - Valid | Epoch 676 | 9/20 | 4.03 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.256
[2024-12-12 18:30:27,186][demucs.solver][INFO] - Valid | Epoch 676 | 10/20 | 4.07 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.243
[2024-12-12 18:30:27,341][demucs.solver][INFO] - Valid | Epoch 676 | 11/20 | 4.20 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.242
[2024-12-12 18:30:27,562][demucs.solver][INFO] - Valid | Epoch 676 | 12/20 | 4.22 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.222
[2024-12-12 18:30:27,737][demucs.solver][INFO] - Valid | Epoch 676 | 13/20 | 4.30 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.225
[2024-12-12 18:30:27,935][demucs.solver][INFO] - Valid | Epoch 676 | 14/20 | 4.34 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.232
[2024-12-12 18:30:28,153][demucs.solver][INFO] - Valid | Epoch 676 | 15/20 | 4.36 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.239
[2024-12-12 18:30:28,348][demucs.solver][INFO] - Valid | Epoch 676 | 16/20 | 4.40 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.247
[2024-12-12 18:30:28,545][demucs.solver][INFO] - Valid | Epoch 676 | 17/20 | 4.43 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.252
[2024-12-12 18:30:28,763][demucs.solver][INFO] - Valid | Epoch 676 | 18/20 | 4.44 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.217
[2024-12-12 18:30:28,960][demucs.solver][INFO] - Valid | Epoch 676 | 19/20 | 4.47 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.229
[2024-12-12 18:30:29,470][demucs.solver][INFO] - Valid Summary | Epoch 676 | Loss=0.5382 | Reco=0.5382 | Nsdr=1.229 | Best=0.5289 | Bname=main
[2024-12-12 18:30:30,893][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:30:30,893][demucs.solver][INFO] - Training...
[2024-12-12 18:30:39,974][demucs.solver][INFO] - Train | Epoch 677 | 1/14 | 0.28 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 1.8971
[2024-12-12 18:30:40,638][demucs.solver][INFO] - Train | Epoch 677 | 2/14 | 0.38 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 1.9167
[2024-12-12 18:30:41,303][demucs.solver][INFO] - Train | Epoch 677 | 3/14 | 0.47 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 1.7294
[2024-12-12 18:30:41,973][demucs.solver][INFO] - Train | Epoch 677 | 4/14 | 0.54 it/sec | Loss 0.2348 | Reco 0.2348 | Grad 1.5609
[2024-12-12 18:30:42,635][demucs.solver][INFO] - Train | Epoch 677 | 5/14 | 0.61 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.3355
[2024-12-12 18:30:43,293][demucs.solver][INFO] - Train | Epoch 677 | 6/14 | 0.67 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.4749
[2024-12-12 18:30:43,957][demucs.solver][INFO] - Train | Epoch 677 | 7/14 | 0.72 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 1.4769
[2024-12-12 18:30:44,610][demucs.solver][INFO] - Train | Epoch 677 | 8/14 | 0.76 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.6817
[2024-12-12 18:30:45,262][demucs.solver][INFO] - Train | Epoch 677 | 9/14 | 0.80 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 1.6084
[2024-12-12 18:30:45,916][demucs.solver][INFO] - Train | Epoch 677 | 10/14 | 0.84 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 1.6331
[2024-12-12 18:30:46,575][demucs.solver][INFO] - Train | Epoch 677 | 11/14 | 0.87 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 1.5979
[2024-12-12 18:30:47,228][demucs.solver][INFO] - Train | Epoch 677 | 12/14 | 0.90 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 1.5090
[2024-12-12 18:30:47,888][demucs.solver][INFO] - Train | Epoch 677 | 13/14 | 0.93 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.4760
[2024-12-12 18:30:48,218][demucs.solver][INFO] - Train Summary | Epoch 677 | Loss=0.2383 | Reco=0.2383 | Grad=1.4760
[2024-12-12 18:30:48,218][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:30:48,218][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:30:52,096][demucs.solver][INFO] - Valid | Epoch 677 | 1/20 | 0.93 it/sec | Loss 0.5742 | Reco 0.5742 | Nsdr 1.259
[2024-12-12 18:30:52,706][demucs.solver][INFO] - Valid | Epoch 677 | 2/20 | 1.08 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.007
[2024-12-12 18:30:53,098][demucs.solver][INFO] - Valid | Epoch 677 | 3/20 | 1.27 it/sec | Loss 0.4944 | Reco 0.4944 | Nsdr 1.100
[2024-12-12 18:30:53,322][demucs.solver][INFO] - Valid | Epoch 677 | 4/20 | 1.48 it/sec | Loss 0.5113 | Reco 0.5113 | Nsdr 1.146
[2024-12-12 18:30:53,525][demucs.solver][INFO] - Valid | Epoch 677 | 5/20 | 1.67 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.138
[2024-12-12 18:30:53,680][demucs.solver][INFO] - Valid | Epoch 677 | 6/20 | 1.87 it/sec | Loss 0.5160 | Reco 0.5160 | Nsdr 1.161
[2024-12-12 18:30:53,908][demucs.solver][INFO] - Valid | Epoch 677 | 7/20 | 2.01 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.185
[2024-12-12 18:30:54,133][demucs.solver][INFO] - Valid | Epoch 677 | 8/20 | 2.15 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.185
[2024-12-12 18:30:54,338][demucs.solver][INFO] - Valid | Epoch 677 | 9/20 | 2.27 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.208
[2024-12-12 18:30:54,513][demucs.solver][INFO] - Valid | Epoch 677 | 10/20 | 2.40 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.194
[2024-12-12 18:30:54,686][demucs.solver][INFO] - Valid | Epoch 677 | 11/20 | 2.53 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.194
[2024-12-12 18:30:54,884][demucs.solver][INFO] - Valid | Epoch 677 | 12/20 | 2.63 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.174
[2024-12-12 18:30:55,082][demucs.solver][INFO] - Valid | Epoch 677 | 13/20 | 2.72 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.178
[2024-12-12 18:30:55,235][demucs.solver][INFO] - Valid | Epoch 677 | 14/20 | 2.83 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.186
[2024-12-12 18:30:55,433][demucs.solver][INFO] - Valid | Epoch 677 | 15/20 | 2.91 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.193
[2024-12-12 18:30:55,652][demucs.solver][INFO] - Valid | Epoch 677 | 16/20 | 2.98 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.200
[2024-12-12 18:30:55,872][demucs.solver][INFO] - Valid | Epoch 677 | 17/20 | 3.03 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.206
[2024-12-12 18:30:56,048][demucs.solver][INFO] - Valid | Epoch 677 | 18/20 | 3.11 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.171
[2024-12-12 18:30:56,225][demucs.solver][INFO] - Valid | Epoch 677 | 19/20 | 3.18 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.185
[2024-12-12 18:30:56,605][demucs.solver][INFO] - Valid Summary | Epoch 677 | Loss=0.5414 | Reco=0.5414 | Nsdr=1.185 | Best=0.5289 | Bname=main
[2024-12-12 18:30:57,968][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:30:57,969][demucs.solver][INFO] - Training...
[2024-12-12 18:31:04,783][demucs.solver][INFO] - Train | Epoch 678 | 1/14 | 0.39 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 0.9411
[2024-12-12 18:31:06,079][demucs.solver][INFO] - Train | Epoch 678 | 2/14 | 0.47 it/sec | Loss 0.2313 | Reco 0.2313 | Grad 0.7967
[2024-12-12 18:31:06,773][demucs.solver][INFO] - Train | Epoch 678 | 3/14 | 0.57 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.1504
[2024-12-12 18:31:07,717][demucs.solver][INFO] - Train | Epoch 678 | 4/14 | 0.62 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 1.0460
[2024-12-12 18:31:08,378][demucs.solver][INFO] - Train | Epoch 678 | 5/14 | 0.69 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 0.9885
[2024-12-12 18:31:09,028][demucs.solver][INFO] - Train | Epoch 678 | 6/14 | 0.75 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 1.0810
[2024-12-12 18:31:09,677][demucs.solver][INFO] - Train | Epoch 678 | 7/14 | 0.80 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 1.1434
[2024-12-12 18:31:10,327][demucs.solver][INFO] - Train | Epoch 678 | 8/14 | 0.85 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.2452
[2024-12-12 18:31:10,979][demucs.solver][INFO] - Train | Epoch 678 | 9/14 | 0.89 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.2066
[2024-12-12 18:31:11,627][demucs.solver][INFO] - Train | Epoch 678 | 10/14 | 0.92 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.3759
[2024-12-12 18:31:12,276][demucs.solver][INFO] - Train | Epoch 678 | 11/14 | 0.95 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.4754
[2024-12-12 18:31:12,925][demucs.solver][INFO] - Train | Epoch 678 | 12/14 | 0.98 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 1.6899
[2024-12-12 18:31:13,572][demucs.solver][INFO] - Train | Epoch 678 | 13/14 | 1.01 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.7388
[2024-12-12 18:31:13,896][demucs.solver][INFO] - Train Summary | Epoch 678 | Loss=0.2423 | Reco=0.2423 | Grad=1.7388
[2024-12-12 18:31:13,896][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:31:13,896][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:31:16,285][demucs.solver][INFO] - Valid | Epoch 678 | 1/20 | 2.40 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.340
[2024-12-12 18:31:16,509][demucs.solver][INFO] - Valid | Epoch 678 | 2/20 | 2.83 it/sec | Loss 0.4465 | Reco 0.4465 | Nsdr 1.075
[2024-12-12 18:31:16,692][demucs.solver][INFO] - Valid | Epoch 678 | 3/20 | 3.22 it/sec | Loss 0.4901 | Reco 0.4901 | Nsdr 1.174
[2024-12-12 18:31:16,894][demucs.solver][INFO] - Valid | Epoch 678 | 4/20 | 3.46 it/sec | Loss 0.5066 | Reco 0.5066 | Nsdr 1.226
[2024-12-12 18:31:17,115][demucs.solver][INFO] - Valid | Epoch 678 | 5/20 | 3.60 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.230
[2024-12-12 18:31:17,316][demucs.solver][INFO] - Valid | Epoch 678 | 6/20 | 3.75 it/sec | Loss 0.5106 | Reco 0.5106 | Nsdr 1.250
[2024-12-12 18:31:17,559][demucs.solver][INFO] - Valid | Epoch 678 | 7/20 | 3.79 it/sec | Loss 0.5312 | Reco 0.5312 | Nsdr 1.272
[2024-12-12 18:31:17,757][demucs.solver][INFO] - Valid | Epoch 678 | 8/20 | 3.90 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.273
[2024-12-12 18:31:17,975][demucs.solver][INFO] - Valid | Epoch 678 | 9/20 | 3.96 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.295
[2024-12-12 18:31:18,175][demucs.solver][INFO] - Valid | Epoch 678 | 10/20 | 4.04 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.279
[2024-12-12 18:31:18,374][demucs.solver][INFO] - Valid | Epoch 678 | 11/20 | 4.10 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.276
[2024-12-12 18:31:18,567][demucs.solver][INFO] - Valid | Epoch 678 | 12/20 | 4.17 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.254
[2024-12-12 18:31:18,765][demucs.solver][INFO] - Valid | Epoch 678 | 13/20 | 4.22 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.256
[2024-12-12 18:31:18,964][demucs.solver][INFO] - Valid | Epoch 678 | 14/20 | 4.27 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.265
[2024-12-12 18:31:19,181][demucs.solver][INFO] - Valid | Epoch 678 | 15/20 | 4.29 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.273
[2024-12-12 18:31:19,380][demucs.solver][INFO] - Valid | Epoch 678 | 16/20 | 4.33 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.279
[2024-12-12 18:31:19,558][demucs.solver][INFO] - Valid | Epoch 678 | 17/20 | 4.38 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.286
[2024-12-12 18:31:19,753][demucs.solver][INFO] - Valid | Epoch 678 | 18/20 | 4.41 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.248
[2024-12-12 18:31:19,953][demucs.solver][INFO] - Valid | Epoch 678 | 19/20 | 4.44 it/sec | Loss 0.5365 | Reco 0.5365 | Nsdr 1.261
[2024-12-12 18:31:20,416][demucs.solver][INFO] - Valid Summary | Epoch 678 | Loss=0.5365 | Reco=0.5365 | Nsdr=1.261 | Best=0.5289 | Bname=main
[2024-12-12 18:31:21,923][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:31:21,924][demucs.solver][INFO] - Training...
[2024-12-12 18:31:29,767][demucs.solver][INFO] - Train | Epoch 679 | 1/14 | 0.32 it/sec | Loss 0.2662 | Reco 0.2662 | Grad 1.5766
[2024-12-12 18:31:30,432][demucs.solver][INFO] - Train | Epoch 679 | 2/14 | 0.44 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 2.5761
[2024-12-12 18:31:31,092][demucs.solver][INFO] - Train | Epoch 679 | 3/14 | 0.53 it/sec | Loss 0.2691 | Reco 0.2691 | Grad 2.6609
[2024-12-12 18:31:31,747][demucs.solver][INFO] - Train | Epoch 679 | 4/14 | 0.61 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 2.5747
[2024-12-12 18:31:32,402][demucs.solver][INFO] - Train | Epoch 679 | 5/14 | 0.68 it/sec | Loss 0.2619 | Reco 0.2619 | Grad 2.9129
[2024-12-12 18:31:33,063][demucs.solver][INFO] - Train | Epoch 679 | 6/14 | 0.74 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.7613
[2024-12-12 18:31:33,721][demucs.solver][INFO] - Train | Epoch 679 | 7/14 | 0.79 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 2.7739
[2024-12-12 18:31:34,372][demucs.solver][INFO] - Train | Epoch 679 | 8/14 | 0.83 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 2.5413
[2024-12-12 18:31:35,021][demucs.solver][INFO] - Train | Epoch 679 | 9/14 | 0.87 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.5888
[2024-12-12 18:31:35,667][demucs.solver][INFO] - Train | Epoch 679 | 10/14 | 0.91 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 2.8379
[2024-12-12 18:31:36,319][demucs.solver][INFO] - Train | Epoch 679 | 11/14 | 0.94 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.9041
[2024-12-12 18:31:36,970][demucs.solver][INFO] - Train | Epoch 679 | 12/14 | 0.97 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.8203
[2024-12-12 18:31:37,617][demucs.solver][INFO] - Train | Epoch 679 | 13/14 | 1.00 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 2.9892
[2024-12-12 18:31:37,972][demucs.solver][INFO] - Train Summary | Epoch 679 | Loss=0.2493 | Reco=0.2493 | Grad=2.9892
[2024-12-12 18:31:37,973][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:31:37,973][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:31:40,492][demucs.solver][INFO] - Valid | Epoch 679 | 1/20 | 2.30 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.267
[2024-12-12 18:31:40,728][demucs.solver][INFO] - Valid | Epoch 679 | 2/20 | 2.71 it/sec | Loss 0.4503 | Reco 0.4503 | Nsdr 1.026
[2024-12-12 18:31:40,931][demucs.solver][INFO] - Valid | Epoch 679 | 3/20 | 3.05 it/sec | Loss 0.4953 | Reco 0.4953 | Nsdr 1.097
[2024-12-12 18:31:41,089][demucs.solver][INFO] - Valid | Epoch 679 | 4/20 | 3.41 it/sec | Loss 0.5127 | Reco 0.5127 | Nsdr 1.134
[2024-12-12 18:31:41,286][demucs.solver][INFO] - Valid | Epoch 679 | 5/20 | 3.60 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.127
[2024-12-12 18:31:41,484][demucs.solver][INFO] - Valid | Epoch 679 | 6/20 | 3.76 it/sec | Loss 0.5176 | Reco 0.5176 | Nsdr 1.149
[2024-12-12 18:31:41,639][demucs.solver][INFO] - Valid | Epoch 679 | 7/20 | 3.97 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.165
[2024-12-12 18:31:41,815][demucs.solver][INFO] - Valid | Epoch 679 | 8/20 | 4.10 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.161
[2024-12-12 18:31:42,037][demucs.solver][INFO] - Valid | Epoch 679 | 9/20 | 4.14 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.181
[2024-12-12 18:31:42,237][demucs.solver][INFO] - Valid | Epoch 679 | 10/20 | 4.21 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.170
[2024-12-12 18:31:42,437][demucs.solver][INFO] - Valid | Epoch 679 | 11/20 | 4.26 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.170
[2024-12-12 18:31:42,639][demucs.solver][INFO] - Valid | Epoch 679 | 12/20 | 4.31 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.153
[2024-12-12 18:31:42,815][demucs.solver][INFO] - Valid | Epoch 679 | 13/20 | 4.38 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.157
[2024-12-12 18:31:43,036][demucs.solver][INFO] - Valid | Epoch 679 | 14/20 | 4.39 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.164
[2024-12-12 18:31:43,217][demucs.solver][INFO] - Valid | Epoch 679 | 15/20 | 4.45 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.172
[2024-12-12 18:31:43,414][demucs.solver][INFO] - Valid | Epoch 679 | 16/20 | 4.48 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.179
[2024-12-12 18:31:43,592][demucs.solver][INFO] - Valid | Epoch 679 | 17/20 | 4.53 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.186
[2024-12-12 18:31:43,794][demucs.solver][INFO] - Valid | Epoch 679 | 18/20 | 4.55 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.154
[2024-12-12 18:31:43,950][demucs.solver][INFO] - Valid | Epoch 679 | 19/20 | 4.62 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.165
[2024-12-12 18:31:44,396][demucs.solver][INFO] - Valid Summary | Epoch 679 | Loss=0.5432 | Reco=0.5432 | Nsdr=1.165 | Best=0.5289 | Bname=main
[2024-12-12 18:31:45,798][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:31:45,798][demucs.solver][INFO] - Training...
[2024-12-12 18:31:51,512][demucs.solver][INFO] - Train | Epoch 680 | 1/14 | 0.51 it/sec | Loss 0.2558 | Reco 0.2558 | Grad 3.5373
[2024-12-12 18:31:54,609][demucs.solver][INFO] - Train | Epoch 680 | 2/14 | 0.43 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 3.4153
[2024-12-12 18:31:55,277][demucs.solver][INFO] - Train | Epoch 680 | 3/14 | 0.52 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 3.3533
[2024-12-12 18:31:55,938][demucs.solver][INFO] - Train | Epoch 680 | 4/14 | 0.60 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 3.1495
[2024-12-12 18:31:56,596][demucs.solver][INFO] - Train | Epoch 680 | 5/14 | 0.67 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 2.7903
[2024-12-12 18:31:57,257][demucs.solver][INFO] - Train | Epoch 680 | 6/14 | 0.73 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.4911
[2024-12-12 18:31:57,908][demucs.solver][INFO] - Train | Epoch 680 | 7/14 | 0.78 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.3671
[2024-12-12 18:31:58,560][demucs.solver][INFO] - Train | Epoch 680 | 8/14 | 0.82 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 2.5041
[2024-12-12 18:31:59,211][demucs.solver][INFO] - Train | Epoch 680 | 9/14 | 0.86 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.3562
[2024-12-12 18:31:59,864][demucs.solver][INFO] - Train | Epoch 680 | 10/14 | 0.90 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.2993
[2024-12-12 18:32:00,517][demucs.solver][INFO] - Train | Epoch 680 | 11/14 | 0.93 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 2.4873
[2024-12-12 18:32:01,171][demucs.solver][INFO] - Train | Epoch 680 | 12/14 | 0.96 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.3222
[2024-12-12 18:32:01,822][demucs.solver][INFO] - Train | Epoch 680 | 13/14 | 0.99 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.2099
[2024-12-12 18:32:02,151][demucs.solver][INFO] - Train Summary | Epoch 680 | Loss=0.2424 | Reco=0.2424 | Grad=2.2099
[2024-12-12 18:32:02,151][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:32:02,151][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:32:04,617][demucs.solver][INFO] - Valid | Epoch 680 | 1/20 | 2.42 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.300
[2024-12-12 18:32:04,821][demucs.solver][INFO] - Valid | Epoch 680 | 2/20 | 2.91 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.037
[2024-12-12 18:32:05,047][demucs.solver][INFO] - Valid | Epoch 680 | 3/20 | 3.18 it/sec | Loss 0.4927 | Reco 0.4927 | Nsdr 1.135
[2024-12-12 18:32:05,248][demucs.solver][INFO] - Valid | Epoch 680 | 4/20 | 3.43 it/sec | Loss 0.5095 | Reco 0.5095 | Nsdr 1.183
[2024-12-12 18:32:05,452][demucs.solver][INFO] - Valid | Epoch 680 | 5/20 | 3.61 it/sec | Loss 0.5303 | Reco 0.5303 | Nsdr 1.174
[2024-12-12 18:32:05,630][demucs.solver][INFO] - Valid | Epoch 680 | 6/20 | 3.81 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.195
[2024-12-12 18:32:05,786][demucs.solver][INFO] - Valid | Epoch 680 | 7/20 | 4.01 it/sec | Loss 0.5348 | Reco 0.5348 | Nsdr 1.219
[2024-12-12 18:32:05,986][demucs.solver][INFO] - Valid | Epoch 680 | 8/20 | 4.10 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.217
[2024-12-12 18:32:06,214][demucs.solver][INFO] - Valid | Epoch 680 | 9/20 | 4.13 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.242
[2024-12-12 18:32:06,415][demucs.solver][INFO] - Valid | Epoch 680 | 10/20 | 4.19 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.227
[2024-12-12 18:32:06,635][demucs.solver][INFO] - Valid | Epoch 680 | 11/20 | 4.22 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.226
[2024-12-12 18:32:06,836][demucs.solver][INFO] - Valid | Epoch 680 | 12/20 | 4.27 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.205
[2024-12-12 18:32:07,015][demucs.solver][INFO] - Valid | Epoch 680 | 13/20 | 4.34 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.209
[2024-12-12 18:32:07,192][demucs.solver][INFO] - Valid | Epoch 680 | 14/20 | 4.41 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.217
[2024-12-12 18:32:07,413][demucs.solver][INFO] - Valid | Epoch 680 | 15/20 | 4.42 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.224
[2024-12-12 18:32:07,598][demucs.solver][INFO] - Valid | Epoch 680 | 16/20 | 4.47 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.230
[2024-12-12 18:32:07,801][demucs.solver][INFO] - Valid | Epoch 680 | 17/20 | 4.49 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.237
[2024-12-12 18:32:08,002][demucs.solver][INFO] - Valid | Epoch 680 | 18/20 | 4.51 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.201
[2024-12-12 18:32:08,200][demucs.solver][INFO] - Valid | Epoch 680 | 19/20 | 4.54 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.216
[2024-12-12 18:32:08,653][demucs.solver][INFO] - Valid Summary | Epoch 680 | Loss=0.5393 | Reco=0.5393 | Nsdr=1.216 | Best=0.5289 | Bname=main
[2024-12-12 18:32:08,653][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:32:08,653][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 18:32:23,598][demucs.evaluate][INFO] - Eval | 1/20 | 0.27 it/sec
[2024-12-12 18:32:27,124][demucs.evaluate][INFO] - Eval | 2/20 | 0.28 it/sec
[2024-12-12 18:32:30,696][demucs.evaluate][INFO] - Eval | 3/20 | 0.28 it/sec
[2024-12-12 18:32:34,413][demucs.evaluate][INFO] - Eval | 4/20 | 0.28 it/sec
[2024-12-12 18:32:38,266][demucs.evaluate][INFO] - Eval | 5/20 | 0.27 it/sec
[2024-12-12 18:32:42,035][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 18:32:45,734][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 18:32:49,618][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 18:32:53,936][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 18:32:57,646][demucs.evaluate][INFO] - Eval | 10/20 | 0.27 it/sec
[2024-12-12 18:33:01,380][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 18:33:05,105][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 18:33:08,915][demucs.evaluate][INFO] - Eval | 13/20 | 0.27 it/sec
[2024-12-12 18:33:12,566][demucs.evaluate][INFO] - Eval | 14/20 | 0.27 it/sec
[2024-12-12 18:33:16,155][demucs.evaluate][INFO] - Eval | 15/20 | 0.27 it/sec
[2024-12-12 18:33:19,744][demucs.evaluate][INFO] - Eval | 16/20 | 0.27 it/sec
[2024-12-12 18:33:23,432][demucs.evaluate][INFO] - Eval | 17/20 | 0.27 it/sec
[2024-12-12 18:33:27,007][demucs.evaluate][INFO] - Eval | 18/20 | 0.27 it/sec
[2024-12-12 18:33:30,597][demucs.evaluate][INFO] - Eval | 19/20 | 0.27 it/sec
[2024-12-12 18:33:30,617][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 107.15 it/sec
[2024-12-12 18:33:30,637][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 78.02 it/sec
[2024-12-12 18:33:30,645][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 84.99 it/sec
[2024-12-12 18:33:30,658][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 82.99 it/sec
[2024-12-12 18:33:30,668][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 86.36 it/sec
[2024-12-12 18:33:30,678][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 87.80 it/sec
[2024-12-12 18:33:30,688][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 88.95 it/sec
[2024-12-12 18:33:30,700][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 88.21 it/sec
[2024-12-12 18:33:30,709][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 90.51 it/sec
[2024-12-12 18:33:30,720][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 90.14 it/sec
[2024-12-12 18:33:30,729][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 91.55 it/sec
[2024-12-12 18:33:30,740][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 91.69 it/sec
[2024-12-12 18:33:30,748][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 93.44 it/sec
[2024-12-12 18:33:30,756][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 95.20 it/sec
[2024-12-12 18:33:30,765][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 96.17 it/sec
[2024-12-12 18:33:30,773][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 97.42 it/sec
[2024-12-12 18:33:30,781][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 98.51 it/sec
[2024-12-12 18:33:30,791][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 98.55 it/sec
[2024-12-12 18:33:30,803][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 97.63 it/sec
[2024-12-12 18:33:30,860][demucs.solver][INFO] - Test Summary | Epoch 680 | Nsdr=1.115 | Nsdr_drums=1.103 | Nsdr_bass=1.125 | Nsdr_other=1.108 | Nsdr_vocals=1.124
[2024-12-12 18:33:32,217][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:33:32,217][demucs.solver][INFO] - Training...
[2024-12-12 18:33:41,790][demucs.solver][INFO] - Train | Epoch 681 | 1/14 | 0.25 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.7452
[2024-12-12 18:33:42,456][demucs.solver][INFO] - Train | Epoch 681 | 2/14 | 0.35 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.4904
[2024-12-12 18:33:43,128][demucs.solver][INFO] - Train | Epoch 681 | 3/14 | 0.43 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.4455
[2024-12-12 18:33:43,797][demucs.solver][INFO] - Train | Epoch 681 | 4/14 | 0.50 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.4488
[2024-12-12 18:33:44,465][demucs.solver][INFO] - Train | Epoch 681 | 5/14 | 0.56 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 1.5035
[2024-12-12 18:33:45,134][demucs.solver][INFO] - Train | Epoch 681 | 6/14 | 0.62 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.3256
[2024-12-12 18:33:45,801][demucs.solver][INFO] - Train | Epoch 681 | 7/14 | 0.67 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 1.2371
[2024-12-12 18:33:46,468][demucs.solver][INFO] - Train | Epoch 681 | 8/14 | 0.71 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 1.4824
[2024-12-12 18:33:47,126][demucs.solver][INFO] - Train | Epoch 681 | 9/14 | 0.75 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.3896
[2024-12-12 18:33:47,781][demucs.solver][INFO] - Train | Epoch 681 | 10/14 | 0.79 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 1.3151
[2024-12-12 18:33:48,435][demucs.solver][INFO] - Train | Epoch 681 | 11/14 | 0.82 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.4453
[2024-12-12 18:33:49,086][demucs.solver][INFO] - Train | Epoch 681 | 12/14 | 0.85 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 1.6735
[2024-12-12 18:33:49,739][demucs.solver][INFO] - Train | Epoch 681 | 13/14 | 0.88 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.8925
[2024-12-12 18:33:50,100][demucs.solver][INFO] - Train Summary | Epoch 681 | Loss=0.2429 | Reco=0.2429 | Grad=1.8925
[2024-12-12 18:33:50,100][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:33:50,100][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:33:52,498][demucs.solver][INFO] - Valid | Epoch 681 | 1/20 | 2.81 it/sec | Loss 0.5761 | Reco 0.5761 | Nsdr 1.233
[2024-12-12 18:33:52,773][demucs.solver][INFO] - Valid | Epoch 681 | 2/20 | 3.04 it/sec | Loss 0.4514 | Reco 0.4514 | Nsdr 0.989
[2024-12-12 18:33:52,987][demucs.solver][INFO] - Valid | Epoch 681 | 3/20 | 3.33 it/sec | Loss 0.4956 | Reco 0.4956 | Nsdr 1.075
[2024-12-12 18:33:53,530][demucs.solver][INFO] - Valid | Epoch 681 | 4/20 | 2.87 it/sec | Loss 0.5126 | Reco 0.5126 | Nsdr 1.121
[2024-12-12 18:33:53,982][demucs.solver][INFO] - Valid | Epoch 681 | 5/20 | 2.73 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.123
[2024-12-12 18:33:54,353][demucs.solver][INFO] - Valid | Epoch 681 | 6/20 | 2.73 it/sec | Loss 0.5171 | Reco 0.5171 | Nsdr 1.146
[2024-12-12 18:33:54,640][demucs.solver][INFO] - Valid | Epoch 681 | 7/20 | 2.80 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.167
[2024-12-12 18:33:55,599][demucs.solver][INFO] - Valid | Epoch 681 | 8/20 | 2.36 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.166
[2024-12-12 18:33:56,520][demucs.solver][INFO] - Valid | Epoch 681 | 9/20 | 2.11 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.189
[2024-12-12 18:33:57,299][demucs.solver][INFO] - Valid | Epoch 681 | 10/20 | 1.99 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.174
[2024-12-12 18:33:58,159][demucs.solver][INFO] - Valid | Epoch 681 | 11/20 | 1.88 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.174
[2024-12-12 18:33:59,049][demucs.solver][INFO] - Valid | Epoch 681 | 12/20 | 1.79 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.154
[2024-12-12 18:33:59,475][demucs.solver][INFO] - Valid | Epoch 681 | 13/20 | 1.82 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.157
[2024-12-12 18:33:59,852][demucs.solver][INFO] - Valid | Epoch 681 | 14/20 | 1.86 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.165
[2024-12-12 18:34:00,156][demucs.solver][INFO] - Valid | Epoch 681 | 15/20 | 1.91 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.172
[2024-12-12 18:34:00,427][demucs.solver][INFO] - Valid | Epoch 681 | 16/20 | 1.97 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.179
[2024-12-12 18:34:00,675][demucs.solver][INFO] - Valid | Epoch 681 | 17/20 | 2.02 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.182
[2024-12-12 18:34:00,872][demucs.solver][INFO] - Valid | Epoch 681 | 18/20 | 2.09 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.148
[2024-12-12 18:34:01,087][demucs.solver][INFO] - Valid | Epoch 681 | 19/20 | 2.15 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.161
[2024-12-12 18:34:01,516][demucs.solver][INFO] - Valid Summary | Epoch 681 | Loss=0.5429 | Reco=0.5429 | Nsdr=1.161 | Best=0.5289 | Bname=main
[2024-12-12 18:34:02,935][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:34:02,935][demucs.solver][INFO] - Training...
[2024-12-12 18:34:10,719][demucs.solver][INFO] - Train | Epoch 682 | 1/14 | 0.32 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 3.2519
[2024-12-12 18:34:11,399][demucs.solver][INFO] - Train | Epoch 682 | 2/14 | 0.44 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 3.4087
[2024-12-12 18:34:14,312][demucs.solver][INFO] - Train | Epoch 682 | 3/14 | 0.41 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 2.8555
[2024-12-12 18:34:15,766][demucs.solver][INFO] - Train | Epoch 682 | 4/14 | 0.45 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 2.4542
[2024-12-12 18:34:16,455][demucs.solver][INFO] - Train | Epoch 682 | 5/14 | 0.50 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.7461
[2024-12-12 18:34:17,133][demucs.solver][INFO] - Train | Epoch 682 | 6/14 | 0.56 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 2.4348
[2024-12-12 18:34:17,865][demucs.solver][INFO] - Train | Epoch 682 | 7/14 | 0.60 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 2.6256
[2024-12-12 18:34:18,600][demucs.solver][INFO] - Train | Epoch 682 | 8/14 | 0.64 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 2.5772
[2024-12-12 18:34:19,365][demucs.solver][INFO] - Train | Epoch 682 | 9/14 | 0.67 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 2.6748
[2024-12-12 18:34:20,050][demucs.solver][INFO] - Train | Epoch 682 | 10/14 | 0.71 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 2.4736
[2024-12-12 18:34:20,832][demucs.solver][INFO] - Train | Epoch 682 | 11/14 | 0.74 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 2.3986
[2024-12-12 18:34:21,584][demucs.solver][INFO] - Train | Epoch 682 | 12/14 | 0.76 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 2.4928
[2024-12-12 18:34:22,397][demucs.solver][INFO] - Train | Epoch 682 | 13/14 | 0.78 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.6114
[2024-12-12 18:34:22,744][demucs.solver][INFO] - Train Summary | Epoch 682 | Loss=0.2420 | Reco=0.2420 | Grad=2.6114
[2024-12-12 18:34:22,745][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:34:22,745][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:34:25,717][demucs.solver][INFO] - Valid | Epoch 682 | 1/20 | 1.65 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.325
[2024-12-12 18:34:25,951][demucs.solver][INFO] - Valid | Epoch 682 | 2/20 | 2.07 it/sec | Loss 0.4464 | Reco 0.4464 | Nsdr 1.057
[2024-12-12 18:34:26,172][demucs.solver][INFO] - Valid | Epoch 682 | 3/20 | 2.40 it/sec | Loss 0.4900 | Reco 0.4900 | Nsdr 1.154
[2024-12-12 18:34:26,392][demucs.solver][INFO] - Valid | Epoch 682 | 4/20 | 2.65 it/sec | Loss 0.5064 | Reco 0.5064 | Nsdr 1.208
[2024-12-12 18:34:26,591][demucs.solver][INFO] - Valid | Epoch 682 | 5/20 | 2.87 it/sec | Loss 0.5266 | Reco 0.5266 | Nsdr 1.211
[2024-12-12 18:34:26,772][demucs.solver][INFO] - Valid | Epoch 682 | 6/20 | 3.08 it/sec | Loss 0.5106 | Reco 0.5106 | Nsdr 1.232
[2024-12-12 18:34:26,994][demucs.solver][INFO] - Valid | Epoch 682 | 7/20 | 3.21 it/sec | Loss 0.5311 | Reco 0.5311 | Nsdr 1.257
[2024-12-12 18:34:27,190][demucs.solver][INFO] - Valid | Epoch 682 | 8/20 | 3.35 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.260
[2024-12-12 18:34:27,396][demucs.solver][INFO] - Valid | Epoch 682 | 9/20 | 3.46 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.284
[2024-12-12 18:34:27,592][demucs.solver][INFO] - Valid | Epoch 682 | 10/20 | 3.56 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.266
[2024-12-12 18:34:27,812][demucs.solver][INFO] - Valid | Epoch 682 | 11/20 | 3.63 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.263
[2024-12-12 18:34:27,985][demucs.solver][INFO] - Valid | Epoch 682 | 12/20 | 3.73 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.243
[2024-12-12 18:34:28,190][demucs.solver][INFO] - Valid | Epoch 682 | 13/20 | 3.80 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.245
[2024-12-12 18:34:28,387][demucs.solver][INFO] - Valid | Epoch 682 | 14/20 | 3.86 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.253
[2024-12-12 18:34:28,610][demucs.solver][INFO] - Valid | Epoch 682 | 15/20 | 3.90 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.262
[2024-12-12 18:34:28,768][demucs.solver][INFO] - Valid | Epoch 682 | 16/20 | 3.99 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.268
[2024-12-12 18:34:28,988][demucs.solver][INFO] - Valid | Epoch 682 | 17/20 | 4.01 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.272
[2024-12-12 18:34:29,212][demucs.solver][INFO] - Valid | Epoch 682 | 18/20 | 4.04 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.235
[2024-12-12 18:34:29,412][demucs.solver][INFO] - Valid | Epoch 682 | 19/20 | 4.07 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.250
[2024-12-12 18:34:29,827][demucs.solver][INFO] - Valid Summary | Epoch 682 | Loss=0.5363 | Reco=0.5363 | Nsdr=1.250 | Best=0.5289 | Bname=main
[2024-12-12 18:34:31,163][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:34:31,164][demucs.solver][INFO] - Training...
[2024-12-12 18:34:41,626][demucs.solver][INFO] - Train | Epoch 683 | 1/14 | 0.23 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.3290
[2024-12-12 18:34:42,290][demucs.solver][INFO] - Train | Epoch 683 | 2/14 | 0.32 it/sec | Loss 0.2325 | Reco 0.2325 | Grad 2.7297
[2024-12-12 18:34:42,961][demucs.solver][INFO] - Train | Epoch 683 | 3/14 | 0.40 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 2.9131
[2024-12-12 18:34:43,625][demucs.solver][INFO] - Train | Epoch 683 | 4/14 | 0.46 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.4831
[2024-12-12 18:34:44,285][demucs.solver][INFO] - Train | Epoch 683 | 5/14 | 0.53 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 2.2364
[2024-12-12 18:34:44,947][demucs.solver][INFO] - Train | Epoch 683 | 6/14 | 0.58 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 2.6353
[2024-12-12 18:34:45,612][demucs.solver][INFO] - Train | Epoch 683 | 7/14 | 0.63 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 2.6536
[2024-12-12 18:34:46,275][demucs.solver][INFO] - Train | Epoch 683 | 8/14 | 0.67 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 2.4066
[2024-12-12 18:34:46,930][demucs.solver][INFO] - Train | Epoch 683 | 9/14 | 0.71 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 2.3862
[2024-12-12 18:34:50,185][demucs.solver][INFO] - Train | Epoch 683 | 10/14 | 0.64 it/sec | Loss 0.2575 | Reco 0.2575 | Grad 2.4377
[2024-12-12 18:34:50,835][demucs.solver][INFO] - Train | Epoch 683 | 11/14 | 0.67 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 2.5397
[2024-12-12 18:34:51,488][demucs.solver][INFO] - Train | Epoch 683 | 12/14 | 0.70 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 2.6720
[2024-12-12 18:34:52,136][demucs.solver][INFO] - Train | Epoch 683 | 13/14 | 0.73 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 2.6175
[2024-12-12 18:34:52,518][demucs.solver][INFO] - Train Summary | Epoch 683 | Loss=0.2515 | Reco=0.2515 | Grad=2.6175
[2024-12-12 18:34:52,519][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:34:52,519][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:34:54,910][demucs.solver][INFO] - Valid | Epoch 683 | 1/20 | 2.92 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.399
[2024-12-12 18:34:55,152][demucs.solver][INFO] - Valid | Epoch 683 | 2/20 | 3.24 it/sec | Loss 0.4432 | Reco 0.4432 | Nsdr 1.118
[2024-12-12 18:34:55,373][demucs.solver][INFO] - Valid | Epoch 683 | 3/20 | 3.48 it/sec | Loss 0.4864 | Reco 0.4864 | Nsdr 1.213
[2024-12-12 18:34:55,554][demucs.solver][INFO] - Valid | Epoch 683 | 4/20 | 3.76 it/sec | Loss 0.5024 | Reco 0.5024 | Nsdr 1.265
[2024-12-12 18:34:55,711][demucs.solver][INFO] - Valid | Epoch 683 | 5/20 | 4.04 it/sec | Loss 0.5225 | Reco 0.5225 | Nsdr 1.267
[2024-12-12 18:34:55,939][demucs.solver][INFO] - Valid | Epoch 683 | 6/20 | 4.08 it/sec | Loss 0.5068 | Reco 0.5068 | Nsdr 1.285
[2024-12-12 18:34:56,118][demucs.solver][INFO] - Valid | Epoch 683 | 7/20 | 4.22 it/sec | Loss 0.5271 | Reco 0.5271 | Nsdr 1.310
[2024-12-12 18:34:56,343][demucs.solver][INFO] - Valid | Epoch 683 | 8/20 | 4.25 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.315
[2024-12-12 18:34:56,566][demucs.solver][INFO] - Valid | Epoch 683 | 9/20 | 4.27 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.338
[2024-12-12 18:34:56,741][demucs.solver][INFO] - Valid | Epoch 683 | 10/20 | 4.37 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.318
[2024-12-12 18:34:56,964][demucs.solver][INFO] - Valid | Epoch 683 | 11/20 | 4.38 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.315
[2024-12-12 18:34:57,167][demucs.solver][INFO] - Valid | Epoch 683 | 12/20 | 4.42 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.292
[2024-12-12 18:34:57,368][demucs.solver][INFO] - Valid | Epoch 683 | 13/20 | 4.45 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.296
[2024-12-12 18:34:57,567][demucs.solver][INFO] - Valid | Epoch 683 | 14/20 | 4.49 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.304
[2024-12-12 18:34:57,783][demucs.solver][INFO] - Valid | Epoch 683 | 15/20 | 4.50 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.313
[2024-12-12 18:34:58,002][demucs.solver][INFO] - Valid | Epoch 683 | 16/20 | 4.50 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.319
[2024-12-12 18:34:58,199][demucs.solver][INFO] - Valid | Epoch 683 | 17/20 | 4.53 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.325
[2024-12-12 18:34:58,420][demucs.solver][INFO] - Valid | Epoch 683 | 18/20 | 4.53 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.287
[2024-12-12 18:34:58,615][demucs.solver][INFO] - Valid | Epoch 683 | 19/20 | 4.56 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 1.299
[2024-12-12 18:34:59,058][demucs.solver][INFO] - Valid Summary | Epoch 683 | Loss=0.5329 | Reco=0.5329 | Nsdr=1.299 | Best=0.5289 | Bname=main
[2024-12-12 18:35:00,517][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:35:00,518][demucs.solver][INFO] - Training...
[2024-12-12 18:35:06,169][demucs.solver][INFO] - Train | Epoch 684 | 1/14 | 0.51 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 3.9679
[2024-12-12 18:35:09,151][demucs.solver][INFO] - Train | Epoch 684 | 2/14 | 0.43 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 3.3399
[2024-12-12 18:35:09,817][demucs.solver][INFO] - Train | Epoch 684 | 3/14 | 0.53 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 3.1591
[2024-12-12 18:35:10,764][demucs.solver][INFO] - Train | Epoch 684 | 4/14 | 0.59 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.9299
[2024-12-12 18:35:11,924][demucs.solver][INFO] - Train | Epoch 684 | 5/14 | 0.62 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 3.1919
[2024-12-12 18:35:13,122][demucs.solver][INFO] - Train | Epoch 684 | 6/14 | 0.64 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 3.4555
[2024-12-12 18:35:14,355][demucs.solver][INFO] - Train | Epoch 684 | 7/14 | 0.66 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 3.1709
[2024-12-12 18:35:15,443][demucs.solver][INFO] - Train | Epoch 684 | 8/14 | 0.68 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 3.2992
[2024-12-12 18:35:16,141][demucs.solver][INFO] - Train | Epoch 684 | 9/14 | 0.72 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 3.0035
[2024-12-12 18:35:16,810][demucs.solver][INFO] - Train | Epoch 684 | 10/14 | 0.75 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 2.9787
[2024-12-12 18:35:17,478][demucs.solver][INFO] - Train | Epoch 684 | 11/14 | 0.79 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 3.1474
[2024-12-12 18:35:18,149][demucs.solver][INFO] - Train | Epoch 684 | 12/14 | 0.82 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 2.9230
[2024-12-12 18:35:18,805][demucs.solver][INFO] - Train | Epoch 684 | 13/14 | 0.84 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 2.7367
[2024-12-12 18:35:19,120][demucs.solver][INFO] - Train Summary | Epoch 684 | Loss=0.2362 | Reco=0.2362 | Grad=2.7367
[2024-12-12 18:35:19,121][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:35:19,121][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:35:21,492][demucs.solver][INFO] - Valid | Epoch 684 | 1/20 | 2.70 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.330
[2024-12-12 18:35:21,801][demucs.solver][INFO] - Valid | Epoch 684 | 2/20 | 2.85 it/sec | Loss 0.4469 | Reco 0.4469 | Nsdr 1.067
[2024-12-12 18:35:22,055][demucs.solver][INFO] - Valid | Epoch 684 | 3/20 | 3.06 it/sec | Loss 0.4908 | Reco 0.4908 | Nsdr 1.159
[2024-12-12 18:35:22,278][demucs.solver][INFO] - Valid | Epoch 684 | 4/20 | 3.27 it/sec | Loss 0.5075 | Reco 0.5075 | Nsdr 1.206
[2024-12-12 18:35:22,475][demucs.solver][INFO] - Valid | Epoch 684 | 5/20 | 3.48 it/sec | Loss 0.5282 | Reco 0.5282 | Nsdr 1.201
[2024-12-12 18:35:22,698][demucs.solver][INFO] - Valid | Epoch 684 | 6/20 | 3.59 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.220
[2024-12-12 18:35:22,927][demucs.solver][INFO] - Valid | Epoch 684 | 7/20 | 3.67 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.242
[2024-12-12 18:35:23,146][demucs.solver][INFO] - Valid | Epoch 684 | 8/20 | 3.76 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.245
[2024-12-12 18:35:23,330][demucs.solver][INFO] - Valid | Epoch 684 | 9/20 | 3.87 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.269
[2024-12-12 18:35:23,508][demucs.solver][INFO] - Valid | Epoch 684 | 10/20 | 3.99 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.252
[2024-12-12 18:35:23,732][demucs.solver][INFO] - Valid | Epoch 684 | 11/20 | 4.02 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.250
[2024-12-12 18:35:23,953][demucs.solver][INFO] - Valid | Epoch 684 | 12/20 | 4.06 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.229
[2024-12-12 18:35:24,174][demucs.solver][INFO] - Valid | Epoch 684 | 13/20 | 4.09 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.231
[2024-12-12 18:35:24,395][demucs.solver][INFO] - Valid | Epoch 684 | 14/20 | 4.11 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.240
[2024-12-12 18:35:24,612][demucs.solver][INFO] - Valid | Epoch 684 | 15/20 | 4.14 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.247
[2024-12-12 18:35:24,834][demucs.solver][INFO] - Valid | Epoch 684 | 16/20 | 4.16 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.253
[2024-12-12 18:35:25,012][demucs.solver][INFO] - Valid | Epoch 684 | 17/20 | 4.22 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.260
[2024-12-12 18:35:25,232][demucs.solver][INFO] - Valid | Epoch 684 | 18/20 | 4.24 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.225
[2024-12-12 18:35:25,431][demucs.solver][INFO] - Valid | Epoch 684 | 19/20 | 4.27 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.239
[2024-12-12 18:35:25,824][demucs.solver][INFO] - Valid Summary | Epoch 684 | Loss=0.5375 | Reco=0.5375 | Nsdr=1.239 | Best=0.5289 | Bname=main
[2024-12-12 18:35:27,233][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:35:27,233][demucs.solver][INFO] - Training...
[2024-12-12 18:35:35,796][demucs.solver][INFO] - Train | Epoch 685 | 1/14 | 0.29 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 3.9396
[2024-12-12 18:35:38,275][demucs.solver][INFO] - Train | Epoch 685 | 2/14 | 0.32 it/sec | Loss 0.2308 | Reco 0.2308 | Grad 3.5833
[2024-12-12 18:35:38,944][demucs.solver][INFO] - Train | Epoch 685 | 3/14 | 0.40 it/sec | Loss 0.2297 | Reco 0.2297 | Grad 2.8422
[2024-12-12 18:35:39,608][demucs.solver][INFO] - Train | Epoch 685 | 4/14 | 0.47 it/sec | Loss 0.2299 | Reco 0.2299 | Grad 2.9057
[2024-12-12 18:35:40,272][demucs.solver][INFO] - Train | Epoch 685 | 5/14 | 0.53 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 3.0113
[2024-12-12 18:35:40,934][demucs.solver][INFO] - Train | Epoch 685 | 6/14 | 0.58 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 3.0379
[2024-12-12 18:35:41,600][demucs.solver][INFO] - Train | Epoch 685 | 7/14 | 0.63 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.8537
[2024-12-12 18:35:42,254][demucs.solver][INFO] - Train | Epoch 685 | 8/14 | 0.67 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.7057
[2024-12-12 18:35:42,905][demucs.solver][INFO] - Train | Epoch 685 | 9/14 | 0.71 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 2.7168
[2024-12-12 18:35:43,559][demucs.solver][INFO] - Train | Epoch 685 | 10/14 | 0.75 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.6639
[2024-12-12 18:35:44,212][demucs.solver][INFO] - Train | Epoch 685 | 11/14 | 0.78 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 2.4620
[2024-12-12 18:35:44,864][demucs.solver][INFO] - Train | Epoch 685 | 12/14 | 0.81 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.5698
[2024-12-12 18:35:45,513][demucs.solver][INFO] - Train | Epoch 685 | 13/14 | 0.84 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.5638
[2024-12-12 18:35:45,855][demucs.solver][INFO] - Train Summary | Epoch 685 | Loss=0.2472 | Reco=0.2472 | Grad=2.5638
[2024-12-12 18:35:45,855][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:35:45,855][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:35:48,205][demucs.solver][INFO] - Valid | Epoch 685 | 1/20 | 2.96 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.352
[2024-12-12 18:35:48,455][demucs.solver][INFO] - Valid | Epoch 685 | 2/20 | 3.24 it/sec | Loss 0.4460 | Reco 0.4460 | Nsdr 1.070
[2024-12-12 18:35:48,774][demucs.solver][INFO] - Valid | Epoch 685 | 3/20 | 3.21 it/sec | Loss 0.4894 | Reco 0.4894 | Nsdr 1.178
[2024-12-12 18:35:49,236][demucs.solver][INFO] - Valid | Epoch 685 | 4/20 | 2.93 it/sec | Loss 0.5055 | Reco 0.5055 | Nsdr 1.233
[2024-12-12 18:35:49,735][demucs.solver][INFO] - Valid | Epoch 685 | 5/20 | 2.72 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.239
[2024-12-12 18:35:50,091][demucs.solver][INFO] - Valid | Epoch 685 | 6/20 | 2.73 it/sec | Loss 0.5095 | Reco 0.5095 | Nsdr 1.257
[2024-12-12 18:35:50,610][demucs.solver][INFO] - Valid | Epoch 685 | 7/20 | 2.60 it/sec | Loss 0.5299 | Reco 0.5299 | Nsdr 1.284
[2024-12-12 18:35:50,903][demucs.solver][INFO] - Valid | Epoch 685 | 8/20 | 2.67 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.285
[2024-12-12 18:35:51,282][demucs.solver][INFO] - Valid | Epoch 685 | 9/20 | 2.66 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.310
[2024-12-12 18:35:51,799][demucs.solver][INFO] - Valid | Epoch 685 | 10/20 | 2.58 it/sec | Loss 0.5365 | Reco 0.5365 | Nsdr 1.291
[2024-12-12 18:35:52,191][demucs.solver][INFO] - Valid | Epoch 685 | 11/20 | 2.57 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.287
[2024-12-12 18:35:52,689][demucs.solver][INFO] - Valid | Epoch 685 | 12/20 | 2.52 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.263
[2024-12-12 18:35:53,084][demucs.solver][INFO] - Valid | Epoch 685 | 13/20 | 2.52 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.264
[2024-12-12 18:35:53,712][demucs.solver][INFO] - Valid | Epoch 685 | 14/20 | 2.43 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.273
[2024-12-12 18:35:54,558][demucs.solver][INFO] - Valid | Epoch 685 | 15/20 | 2.28 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.282
[2024-12-12 18:35:55,389][demucs.solver][INFO] - Valid | Epoch 685 | 16/20 | 2.16 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.287
[2024-12-12 18:35:55,771][demucs.solver][INFO] - Valid | Epoch 685 | 17/20 | 2.18 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.294
[2024-12-12 18:35:56,306][demucs.solver][INFO] - Valid | Epoch 685 | 18/20 | 2.16 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.254
[2024-12-12 18:35:56,726][demucs.solver][INFO] - Valid | Epoch 685 | 19/20 | 2.17 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.270
[2024-12-12 18:35:57,161][demucs.solver][INFO] - Valid Summary | Epoch 685 | Loss=0.5352 | Reco=0.5352 | Nsdr=1.270 | Best=0.5289 | Bname=main
[2024-12-12 18:35:58,552][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:35:58,552][demucs.solver][INFO] - Training...
[2024-12-12 18:36:07,129][demucs.solver][INFO] - Train | Epoch 686 | 1/14 | 0.29 it/sec | Loss 0.2223 | Reco 0.2223 | Grad 1.5925
[2024-12-12 18:36:07,796][demucs.solver][INFO] - Train | Epoch 686 | 2/14 | 0.39 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.6003
[2024-12-12 18:36:08,463][demucs.solver][INFO] - Train | Epoch 686 | 3/14 | 0.48 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.2825
[2024-12-12 18:36:09,129][demucs.solver][INFO] - Train | Epoch 686 | 4/14 | 0.56 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 2.0515
[2024-12-12 18:36:09,803][demucs.solver][INFO] - Train | Epoch 686 | 5/14 | 0.62 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 2.3078
[2024-12-12 18:36:10,467][demucs.solver][INFO] - Train | Epoch 686 | 6/14 | 0.68 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.4237
[2024-12-12 18:36:11,128][demucs.solver][INFO] - Train | Epoch 686 | 7/14 | 0.73 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 2.3202
[2024-12-12 18:36:11,795][demucs.solver][INFO] - Train | Epoch 686 | 8/14 | 0.78 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 2.1802
[2024-12-12 18:36:12,458][demucs.solver][INFO] - Train | Epoch 686 | 9/14 | 0.82 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 2.3838
[2024-12-12 18:36:13,175][demucs.solver][INFO] - Train | Epoch 686 | 10/14 | 0.85 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 2.2392
[2024-12-12 18:36:13,827][demucs.solver][INFO] - Train | Epoch 686 | 11/14 | 0.88 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 2.2791
[2024-12-12 18:36:14,475][demucs.solver][INFO] - Train | Epoch 686 | 12/14 | 0.91 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 2.3467
[2024-12-12 18:36:15,127][demucs.solver][INFO] - Train | Epoch 686 | 13/14 | 0.94 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 2.2277
[2024-12-12 18:36:15,457][demucs.solver][INFO] - Train Summary | Epoch 686 | Loss=0.2504 | Reco=0.2504 | Grad=2.2277
[2024-12-12 18:36:15,457][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:36:15,458][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:36:18,508][demucs.solver][INFO] - Valid | Epoch 686 | 1/20 | 1.41 it/sec | Loss 0.5775 | Reco 0.5775 | Nsdr 1.215
[2024-12-12 18:36:19,070][demucs.solver][INFO] - Valid | Epoch 686 | 2/20 | 1.51 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 0.977
[2024-12-12 18:36:19,503][demucs.solver][INFO] - Valid | Epoch 686 | 3/20 | 1.65 it/sec | Loss 0.4970 | Reco 0.4970 | Nsdr 1.054
[2024-12-12 18:36:19,887][demucs.solver][INFO] - Valid | Epoch 686 | 4/20 | 1.78 it/sec | Loss 0.5142 | Reco 0.5142 | Nsdr 1.099
[2024-12-12 18:36:20,376][demucs.solver][INFO] - Valid | Epoch 686 | 5/20 | 1.82 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.099
[2024-12-12 18:36:20,703][demucs.solver][INFO] - Valid | Epoch 686 | 6/20 | 1.94 it/sec | Loss 0.5193 | Reco 0.5193 | Nsdr 1.117
[2024-12-12 18:36:21,027][demucs.solver][INFO] - Valid | Epoch 686 | 7/20 | 2.03 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.137
[2024-12-12 18:36:21,424][demucs.solver][INFO] - Valid | Epoch 686 | 8/20 | 2.07 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.138
[2024-12-12 18:36:21,854][demucs.solver][INFO] - Valid | Epoch 686 | 9/20 | 2.10 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.159
[2024-12-12 18:36:22,402][demucs.solver][INFO] - Valid | Epoch 686 | 10/20 | 2.07 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.143
[2024-12-12 18:36:22,988][demucs.solver][INFO] - Valid | Epoch 686 | 11/20 | 2.03 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.143
[2024-12-12 18:36:23,893][demucs.solver][INFO] - Valid | Epoch 686 | 12/20 | 1.91 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.124
[2024-12-12 18:36:24,771][demucs.solver][INFO] - Valid | Epoch 686 | 13/20 | 1.82 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.126
[2024-12-12 18:36:25,313][demucs.solver][INFO] - Valid | Epoch 686 | 14/20 | 1.82 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.135
[2024-12-12 18:36:25,909][demucs.solver][INFO] - Valid | Epoch 686 | 15/20 | 1.81 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.142
[2024-12-12 18:36:26,332][demucs.solver][INFO] - Valid | Epoch 686 | 16/20 | 1.84 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.149
[2024-12-12 18:36:26,645][demucs.solver][INFO] - Valid | Epoch 686 | 17/20 | 1.88 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.153
[2024-12-12 18:36:27,033][demucs.solver][INFO] - Valid | Epoch 686 | 18/20 | 1.91 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.120
[2024-12-12 18:36:27,399][demucs.solver][INFO] - Valid | Epoch 686 | 19/20 | 1.94 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.133
[2024-12-12 18:36:27,830][demucs.solver][INFO] - Valid Summary | Epoch 686 | Loss=0.5453 | Reco=0.5453 | Nsdr=1.133 | Best=0.5289 | Bname=main
[2024-12-12 18:36:29,292][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:36:29,294][demucs.solver][INFO] - Training...
[2024-12-12 18:36:37,511][demucs.solver][INFO] - Train | Epoch 687 | 1/14 | 0.31 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 1.6437
[2024-12-12 18:36:38,807][demucs.solver][INFO] - Train | Epoch 687 | 2/14 | 0.39 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 1.4981
[2024-12-12 18:36:39,479][demucs.solver][INFO] - Train | Epoch 687 | 3/14 | 0.47 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 1.4575
[2024-12-12 18:36:40,142][demucs.solver][INFO] - Train | Epoch 687 | 4/14 | 0.55 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 1.4776
[2024-12-12 18:36:40,813][demucs.solver][INFO] - Train | Epoch 687 | 5/14 | 0.61 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 1.4412
[2024-12-12 18:36:41,471][demucs.solver][INFO] - Train | Epoch 687 | 6/14 | 0.67 it/sec | Loss 0.2582 | Reco 0.2582 | Grad 1.3861
[2024-12-12 18:36:42,136][demucs.solver][INFO] - Train | Epoch 687 | 7/14 | 0.72 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.3763
[2024-12-12 18:36:42,788][demucs.solver][INFO] - Train | Epoch 687 | 8/14 | 0.77 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 1.3738
[2024-12-12 18:36:43,439][demucs.solver][INFO] - Train | Epoch 687 | 9/14 | 0.81 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 1.3589
[2024-12-12 18:36:44,086][demucs.solver][INFO] - Train | Epoch 687 | 10/14 | 0.84 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 1.4974
[2024-12-12 18:36:44,734][demucs.solver][INFO] - Train | Epoch 687 | 11/14 | 0.88 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 1.4207
[2024-12-12 18:36:45,384][demucs.solver][INFO] - Train | Epoch 687 | 12/14 | 0.91 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 1.4310
[2024-12-12 18:36:46,034][demucs.solver][INFO] - Train | Epoch 687 | 13/14 | 0.93 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.3485
[2024-12-12 18:36:46,366][demucs.solver][INFO] - Train Summary | Epoch 687 | Loss=0.2483 | Reco=0.2483 | Grad=1.3485
[2024-12-12 18:36:46,367][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:36:46,367][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:36:49,211][demucs.solver][INFO] - Valid | Epoch 687 | 1/20 | 2.01 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.268
[2024-12-12 18:36:49,446][demucs.solver][INFO] - Valid | Epoch 687 | 2/20 | 2.44 it/sec | Loss 0.4501 | Reco 0.4501 | Nsdr 1.020
[2024-12-12 18:36:49,645][demucs.solver][INFO] - Valid | Epoch 687 | 3/20 | 2.79 it/sec | Loss 0.4939 | Reco 0.4939 | Nsdr 1.116
[2024-12-12 18:36:49,868][demucs.solver][INFO] - Valid | Epoch 687 | 4/20 | 3.02 it/sec | Loss 0.5109 | Reco 0.5109 | Nsdr 1.158
[2024-12-12 18:36:50,067][demucs.solver][INFO] - Valid | Epoch 687 | 5/20 | 3.24 it/sec | Loss 0.5315 | Reco 0.5315 | Nsdr 1.156
[2024-12-12 18:36:50,287][demucs.solver][INFO] - Valid | Epoch 687 | 6/20 | 3.38 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.176
[2024-12-12 18:36:50,487][demucs.solver][INFO] - Valid | Epoch 687 | 7/20 | 3.52 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.200
[2024-12-12 18:36:50,683][demucs.solver][INFO] - Valid | Epoch 687 | 8/20 | 3.65 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.195
[2024-12-12 18:36:50,882][demucs.solver][INFO] - Valid | Epoch 687 | 9/20 | 3.75 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.218
[2024-12-12 18:36:51,034][demucs.solver][INFO] - Valid | Epoch 687 | 10/20 | 3.90 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.204
[2024-12-12 18:36:51,213][demucs.solver][INFO] - Valid | Epoch 687 | 11/20 | 4.00 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.202
[2024-12-12 18:36:51,366][demucs.solver][INFO] - Valid | Epoch 687 | 12/20 | 4.12 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.182
[2024-12-12 18:36:51,585][demucs.solver][INFO] - Valid | Epoch 687 | 13/20 | 4.15 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.184
[2024-12-12 18:36:51,785][demucs.solver][INFO] - Valid | Epoch 687 | 14/20 | 4.20 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.192
[2024-12-12 18:36:51,963][demucs.solver][INFO] - Valid | Epoch 687 | 15/20 | 4.27 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.200
[2024-12-12 18:36:52,138][demucs.solver][INFO] - Valid | Epoch 687 | 16/20 | 4.33 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.206
[2024-12-12 18:36:52,334][demucs.solver][INFO] - Valid | Epoch 687 | 17/20 | 4.37 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.212
[2024-12-12 18:36:52,527][demucs.solver][INFO] - Valid | Epoch 687 | 18/20 | 4.41 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.177
[2024-12-12 18:36:52,703][demucs.solver][INFO] - Valid | Epoch 687 | 19/20 | 4.46 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.190
[2024-12-12 18:36:53,145][demucs.solver][INFO] - Valid Summary | Epoch 687 | Loss=0.5414 | Reco=0.5414 | Nsdr=1.190 | Best=0.5289 | Bname=main
[2024-12-12 18:36:54,602][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:36:54,602][demucs.solver][INFO] - Training...
[2024-12-12 18:37:01,224][demucs.solver][INFO] - Train | Epoch 688 | 1/14 | 0.40 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 2.5366
[2024-12-12 18:37:01,892][demucs.solver][INFO] - Train | Epoch 688 | 2/14 | 0.53 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.8199
[2024-12-12 18:37:02,565][demucs.solver][INFO] - Train | Epoch 688 | 3/14 | 0.63 it/sec | Loss 0.2319 | Reco 0.2319 | Grad 1.4701
[2024-12-12 18:37:03,233][demucs.solver][INFO] - Train | Epoch 688 | 4/14 | 0.71 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 1.8194
[2024-12-12 18:37:03,903][demucs.solver][INFO] - Train | Epoch 688 | 5/14 | 0.78 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.9769
[2024-12-12 18:37:04,571][demucs.solver][INFO] - Train | Epoch 688 | 6/14 | 0.84 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.0042
[2024-12-12 18:37:05,232][demucs.solver][INFO] - Train | Epoch 688 | 7/14 | 0.89 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 2.0250
[2024-12-12 18:37:05,893][demucs.solver][INFO] - Train | Epoch 688 | 8/14 | 0.93 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.8669
[2024-12-12 18:37:06,548][demucs.solver][INFO] - Train | Epoch 688 | 9/14 | 0.97 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 2.0217
[2024-12-12 18:37:07,201][demucs.solver][INFO] - Train | Epoch 688 | 10/14 | 1.00 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.9326
[2024-12-12 18:37:07,853][demucs.solver][INFO] - Train | Epoch 688 | 11/14 | 1.03 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.0338
[2024-12-12 18:37:08,504][demucs.solver][INFO] - Train | Epoch 688 | 12/14 | 1.06 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.9564
[2024-12-12 18:37:09,158][demucs.solver][INFO] - Train | Epoch 688 | 13/14 | 1.08 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.0117
[2024-12-12 18:37:09,507][demucs.solver][INFO] - Train Summary | Epoch 688 | Loss=0.2457 | Reco=0.2457 | Grad=2.0117
[2024-12-12 18:37:09,508][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:37:09,508][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:37:11,871][demucs.solver][INFO] - Valid | Epoch 688 | 1/20 | 3.16 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.278
[2024-12-12 18:37:12,149][demucs.solver][INFO] - Valid | Epoch 688 | 2/20 | 3.29 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.016
[2024-12-12 18:37:12,382][demucs.solver][INFO] - Valid | Epoch 688 | 3/20 | 3.50 it/sec | Loss 0.4931 | Reco 0.4931 | Nsdr 1.116
[2024-12-12 18:37:12,605][demucs.solver][INFO] - Valid | Epoch 688 | 4/20 | 3.66 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.164
[2024-12-12 18:37:12,823][demucs.solver][INFO] - Valid | Epoch 688 | 5/20 | 3.78 it/sec | Loss 0.5301 | Reco 0.5301 | Nsdr 1.165
[2024-12-12 18:37:13,021][demucs.solver][INFO] - Valid | Epoch 688 | 6/20 | 3.92 it/sec | Loss 0.5140 | Reco 0.5140 | Nsdr 1.186
[2024-12-12 18:37:13,221][demucs.solver][INFO] - Valid | Epoch 688 | 7/20 | 4.03 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.209
[2024-12-12 18:37:13,419][demucs.solver][INFO] - Valid | Epoch 688 | 8/20 | 4.13 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.212
[2024-12-12 18:37:13,641][demucs.solver][INFO] - Valid | Epoch 688 | 9/20 | 4.16 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.236
[2024-12-12 18:37:13,841][demucs.solver][INFO] - Valid | Epoch 688 | 10/20 | 4.23 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.219
[2024-12-12 18:37:14,060][demucs.solver][INFO] - Valid | Epoch 688 | 11/20 | 4.25 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.218
[2024-12-12 18:37:14,262][demucs.solver][INFO] - Valid | Epoch 688 | 12/20 | 4.30 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.197
[2024-12-12 18:37:14,417][demucs.solver][INFO] - Valid | Epoch 688 | 13/20 | 4.40 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.201
[2024-12-12 18:37:14,614][demucs.solver][INFO] - Valid | Epoch 688 | 14/20 | 4.44 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.210
[2024-12-12 18:37:14,769][demucs.solver][INFO] - Valid | Epoch 688 | 15/20 | 4.53 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.218
[2024-12-12 18:37:14,972][demucs.solver][INFO] - Valid | Epoch 688 | 16/20 | 4.55 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.225
[2024-12-12 18:37:15,150][demucs.solver][INFO] - Valid | Epoch 688 | 17/20 | 4.60 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.229
[2024-12-12 18:37:15,348][demucs.solver][INFO] - Valid | Epoch 688 | 18/20 | 4.62 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.192
[2024-12-12 18:37:15,547][demucs.solver][INFO] - Valid | Epoch 688 | 19/20 | 4.64 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.207
[2024-12-12 18:37:15,968][demucs.solver][INFO] - Valid Summary | Epoch 688 | Loss=0.5395 | Reco=0.5395 | Nsdr=1.207 | Best=0.5289 | Bname=main
[2024-12-12 18:37:17,392][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:37:17,393][demucs.solver][INFO] - Training...
[2024-12-12 18:37:29,510][demucs.solver][INFO] - Train | Epoch 689 | 1/14 | 0.19 it/sec | Loss 0.2275 | Reco 0.2275 | Grad 2.1312
[2024-12-12 18:37:30,170][demucs.solver][INFO] - Train | Epoch 689 | 2/14 | 0.27 it/sec | Loss 0.2304 | Reco 0.2304 | Grad 2.3008
[2024-12-12 18:37:30,831][demucs.solver][INFO] - Train | Epoch 689 | 3/14 | 0.34 it/sec | Loss 0.2302 | Reco 0.2302 | Grad 2.3984
[2024-12-12 18:37:31,492][demucs.solver][INFO] - Train | Epoch 689 | 4/14 | 0.41 it/sec | Loss 0.2313 | Reco 0.2313 | Grad 2.4524
[2024-12-12 18:37:32,162][demucs.solver][INFO] - Train | Epoch 689 | 5/14 | 0.46 it/sec | Loss 0.2308 | Reco 0.2308 | Grad 2.5986
[2024-12-12 18:37:32,819][demucs.solver][INFO] - Train | Epoch 689 | 6/14 | 0.51 it/sec | Loss 0.2282 | Reco 0.2282 | Grad 2.5299
[2024-12-12 18:37:33,472][demucs.solver][INFO] - Train | Epoch 689 | 7/14 | 0.56 it/sec | Loss 0.2276 | Reco 0.2276 | Grad 2.3137
[2024-12-12 18:37:34,123][demucs.solver][INFO] - Train | Epoch 689 | 8/14 | 0.60 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 2.0763
[2024-12-12 18:37:34,775][demucs.solver][INFO] - Train | Epoch 689 | 9/14 | 0.64 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 1.9858
[2024-12-12 18:37:35,429][demucs.solver][INFO] - Train | Epoch 689 | 10/14 | 0.68 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 1.9232
[2024-12-12 18:37:36,085][demucs.solver][INFO] - Train | Epoch 689 | 11/14 | 0.71 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 2.0028
[2024-12-12 18:37:36,739][demucs.solver][INFO] - Train | Epoch 689 | 12/14 | 0.74 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 2.0092
[2024-12-12 18:37:37,393][demucs.solver][INFO] - Train | Epoch 689 | 13/14 | 0.77 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 1.9056
[2024-12-12 18:37:37,729][demucs.solver][INFO] - Train Summary | Epoch 689 | Loss=0.2365 | Reco=0.2365 | Grad=1.9056
[2024-12-12 18:37:37,730][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:37:37,730][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:37:40,172][demucs.solver][INFO] - Valid | Epoch 689 | 1/20 | 2.49 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.223
[2024-12-12 18:37:40,412][demucs.solver][INFO] - Valid | Epoch 689 | 2/20 | 2.87 it/sec | Loss 0.4517 | Reco 0.4517 | Nsdr 0.984
[2024-12-12 18:37:40,592][demucs.solver][INFO] - Valid | Epoch 689 | 3/20 | 3.27 it/sec | Loss 0.4962 | Reco 0.4962 | Nsdr 1.063
[2024-12-12 18:37:40,819][demucs.solver][INFO] - Valid | Epoch 689 | 4/20 | 3.45 it/sec | Loss 0.5132 | Reco 0.5132 | Nsdr 1.106
[2024-12-12 18:37:41,046][demucs.solver][INFO] - Valid | Epoch 689 | 5/20 | 3.58 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.106
[2024-12-12 18:37:41,268][demucs.solver][INFO] - Valid | Epoch 689 | 6/20 | 3.68 it/sec | Loss 0.5180 | Reco 0.5180 | Nsdr 1.128
[2024-12-12 18:37:41,467][demucs.solver][INFO] - Valid | Epoch 689 | 7/20 | 3.81 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.147
[2024-12-12 18:37:41,669][demucs.solver][INFO] - Valid | Epoch 689 | 8/20 | 3.91 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.149
[2024-12-12 18:37:41,851][demucs.solver][INFO] - Valid | Epoch 689 | 9/20 | 4.03 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.172
[2024-12-12 18:37:42,056][demucs.solver][INFO] - Valid | Epoch 689 | 10/20 | 4.09 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.157
[2024-12-12 18:37:42,212][demucs.solver][INFO] - Valid | Epoch 689 | 11/20 | 4.22 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.157
[2024-12-12 18:37:42,394][demucs.solver][INFO] - Valid | Epoch 689 | 12/20 | 4.30 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.140
[2024-12-12 18:37:42,597][demucs.solver][INFO] - Valid | Epoch 689 | 13/20 | 4.34 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.144
[2024-12-12 18:37:42,819][demucs.solver][INFO] - Valid | Epoch 689 | 14/20 | 4.35 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.152
[2024-12-12 18:37:43,016][demucs.solver][INFO] - Valid | Epoch 689 | 15/20 | 4.39 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.159
[2024-12-12 18:37:43,213][demucs.solver][INFO] - Valid | Epoch 689 | 16/20 | 4.42 it/sec | Loss 0.5728 | Reco 0.5728 | Nsdr 1.167
[2024-12-12 18:37:43,433][demucs.solver][INFO] - Valid | Epoch 689 | 17/20 | 4.43 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.170
[2024-12-12 18:37:43,588][demucs.solver][INFO] - Valid | Epoch 689 | 18/20 | 4.50 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.136
[2024-12-12 18:37:43,805][demucs.solver][INFO] - Valid | Epoch 689 | 19/20 | 4.51 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.149
[2024-12-12 18:37:44,281][demucs.solver][INFO] - Valid Summary | Epoch 689 | Loss=0.5436 | Reco=0.5436 | Nsdr=1.149 | Best=0.5289 | Bname=main
[2024-12-12 18:37:45,674][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:37:45,674][demucs.solver][INFO] - Training...
[2024-12-12 18:37:56,991][demucs.solver][INFO] - Train | Epoch 690 | 1/14 | 0.21 it/sec | Loss 0.2278 | Reco 0.2278 | Grad 0.9749
[2024-12-12 18:37:57,654][demucs.solver][INFO] - Train | Epoch 690 | 2/14 | 0.29 it/sec | Loss 0.2342 | Reco 0.2342 | Grad 1.8653
[2024-12-12 18:37:58,320][demucs.solver][INFO] - Train | Epoch 690 | 3/14 | 0.36 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 1.4852
[2024-12-12 18:37:58,977][demucs.solver][INFO] - Train | Epoch 690 | 4/14 | 0.43 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.9658
[2024-12-12 18:37:59,631][demucs.solver][INFO] - Train | Epoch 690 | 5/14 | 0.49 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.0054
[2024-12-12 18:38:00,287][demucs.solver][INFO] - Train | Epoch 690 | 6/14 | 0.54 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.8298
[2024-12-12 18:38:00,939][demucs.solver][INFO] - Train | Epoch 690 | 7/14 | 0.59 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 1.6699
[2024-12-12 18:38:01,722][demucs.solver][INFO] - Train | Epoch 690 | 8/14 | 0.62 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.6184
[2024-12-12 18:38:02,377][demucs.solver][INFO] - Train | Epoch 690 | 9/14 | 0.66 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.5564
[2024-12-12 18:38:03,028][demucs.solver][INFO] - Train | Epoch 690 | 10/14 | 0.70 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 1.5252
[2024-12-12 18:38:03,679][demucs.solver][INFO] - Train | Epoch 690 | 11/14 | 0.73 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.4258
[2024-12-12 18:38:04,332][demucs.solver][INFO] - Train | Epoch 690 | 12/14 | 0.76 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 1.4523
[2024-12-12 18:38:04,982][demucs.solver][INFO] - Train | Epoch 690 | 13/14 | 0.79 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 1.4042
[2024-12-12 18:38:05,330][demucs.solver][INFO] - Train Summary | Epoch 690 | Loss=0.2512 | Reco=0.2512 | Grad=1.4042
[2024-12-12 18:38:05,331][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:38:05,331][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:38:07,948][demucs.solver][INFO] - Valid | Epoch 690 | 1/20 | 2.10 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.371
[2024-12-12 18:38:08,342][demucs.solver][INFO] - Valid | Epoch 690 | 2/20 | 2.23 it/sec | Loss 0.4450 | Reco 0.4450 | Nsdr 1.091
[2024-12-12 18:38:08,615][demucs.solver][INFO] - Valid | Epoch 690 | 3/20 | 2.47 it/sec | Loss 0.4885 | Reco 0.4885 | Nsdr 1.194
[2024-12-12 18:38:08,829][demucs.solver][INFO] - Valid | Epoch 690 | 4/20 | 2.73 it/sec | Loss 0.5047 | Reco 0.5047 | Nsdr 1.247
[2024-12-12 18:38:09,017][demucs.solver][INFO] - Valid | Epoch 690 | 5/20 | 2.97 it/sec | Loss 0.5246 | Reco 0.5246 | Nsdr 1.246
[2024-12-12 18:38:09,242][demucs.solver][INFO] - Valid | Epoch 690 | 6/20 | 3.11 it/sec | Loss 0.5086 | Reco 0.5086 | Nsdr 1.268
[2024-12-12 18:38:09,469][demucs.solver][INFO] - Valid | Epoch 690 | 7/20 | 3.23 it/sec | Loss 0.5290 | Reco 0.5290 | Nsdr 1.293
[2024-12-12 18:38:09,670][demucs.solver][INFO] - Valid | Epoch 690 | 8/20 | 3.36 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.298
[2024-12-12 18:38:09,853][demucs.solver][INFO] - Valid | Epoch 690 | 9/20 | 3.50 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.322
[2024-12-12 18:38:10,050][demucs.solver][INFO] - Valid | Epoch 690 | 10/20 | 3.60 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.306
[2024-12-12 18:38:10,229][demucs.solver][INFO] - Valid | Epoch 690 | 11/20 | 3.71 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.303
[2024-12-12 18:38:10,426][demucs.solver][INFO] - Valid | Epoch 690 | 12/20 | 3.79 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.281
[2024-12-12 18:38:10,601][demucs.solver][INFO] - Valid | Epoch 690 | 13/20 | 3.88 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.282
[2024-12-12 18:38:10,822][demucs.solver][INFO] - Valid | Epoch 690 | 14/20 | 3.92 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.291
[2024-12-12 18:38:10,998][demucs.solver][INFO] - Valid | Epoch 690 | 15/20 | 4.00 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.298
[2024-12-12 18:38:11,192][demucs.solver][INFO] - Valid | Epoch 690 | 16/20 | 4.05 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.304
[2024-12-12 18:38:11,392][demucs.solver][INFO] - Valid | Epoch 690 | 17/20 | 4.09 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.310
[2024-12-12 18:38:11,613][demucs.solver][INFO] - Valid | Epoch 690 | 18/20 | 4.11 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.271
[2024-12-12 18:38:11,813][demucs.solver][INFO] - Valid | Epoch 690 | 19/20 | 4.15 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.287
[2024-12-12 18:38:12,219][demucs.solver][INFO] - Valid Summary | Epoch 690 | Loss=0.5340 | Reco=0.5340 | Nsdr=1.287 | Best=0.5289 | Bname=main
[2024-12-12 18:38:13,642][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:38:13,642][demucs.solver][INFO] - Training...
[2024-12-12 18:38:21,981][demucs.solver][INFO] - Train | Epoch 691 | 1/14 | 0.30 it/sec | Loss 0.2214 | Reco 0.2214 | Grad 1.5681
[2024-12-12 18:38:22,739][demucs.solver][INFO] - Train | Epoch 691 | 2/14 | 0.40 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 1.7362
[2024-12-12 18:38:23,439][demucs.solver][INFO] - Train | Epoch 691 | 3/14 | 0.49 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.7803
[2024-12-12 18:38:24,099][demucs.solver][INFO] - Train | Epoch 691 | 4/14 | 0.56 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 2.3195
[2024-12-12 18:38:24,764][demucs.solver][INFO] - Train | Epoch 691 | 5/14 | 0.63 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 2.2903
[2024-12-12 18:38:25,430][demucs.solver][INFO] - Train | Epoch 691 | 6/14 | 0.69 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.3913
[2024-12-12 18:38:26,097][demucs.solver][INFO] - Train | Epoch 691 | 7/14 | 0.74 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.2336
[2024-12-12 18:38:26,764][demucs.solver][INFO] - Train | Epoch 691 | 8/14 | 0.78 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.4663
[2024-12-12 18:38:27,426][demucs.solver][INFO] - Train | Epoch 691 | 9/14 | 0.82 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 2.4409
[2024-12-12 18:38:28,076][demucs.solver][INFO] - Train | Epoch 691 | 10/14 | 0.86 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.4960
[2024-12-12 18:38:28,729][demucs.solver][INFO] - Train | Epoch 691 | 11/14 | 0.89 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.4487
[2024-12-12 18:38:29,383][demucs.solver][INFO] - Train | Epoch 691 | 12/14 | 0.92 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.3324
[2024-12-12 18:38:30,038][demucs.solver][INFO] - Train | Epoch 691 | 13/14 | 0.95 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.4417
[2024-12-12 18:38:30,385][demucs.solver][INFO] - Train Summary | Epoch 691 | Loss=0.2442 | Reco=0.2442 | Grad=2.4417
[2024-12-12 18:38:30,385][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:38:30,385][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:38:33,053][demucs.solver][INFO] - Valid | Epoch 691 | 1/20 | 2.00 it/sec | Loss 0.5802 | Reco 0.5802 | Nsdr 1.190
[2024-12-12 18:38:33,354][demucs.solver][INFO] - Valid | Epoch 691 | 2/20 | 2.31 it/sec | Loss 0.4542 | Reco 0.4542 | Nsdr 0.965
[2024-12-12 18:38:33,622][demucs.solver][INFO] - Valid | Epoch 691 | 3/20 | 2.55 it/sec | Loss 0.4996 | Reco 0.4996 | Nsdr 1.035
[2024-12-12 18:38:33,930][demucs.solver][INFO] - Valid | Epoch 691 | 4/20 | 2.67 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.071
[2024-12-12 18:38:34,218][demucs.solver][INFO] - Valid | Epoch 691 | 5/20 | 2.77 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.065
[2024-12-12 18:38:34,441][demucs.solver][INFO] - Valid | Epoch 691 | 6/20 | 2.93 it/sec | Loss 0.5221 | Reco 0.5221 | Nsdr 1.090
[2024-12-12 18:38:34,674][demucs.solver][INFO] - Valid | Epoch 691 | 7/20 | 3.05 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.104
[2024-12-12 18:38:34,883][demucs.solver][INFO] - Valid | Epoch 691 | 8/20 | 3.18 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.096
[2024-12-12 18:38:35,082][demucs.solver][INFO] - Valid | Epoch 691 | 9/20 | 3.30 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.116
[2024-12-12 18:38:35,263][demucs.solver][INFO] - Valid | Epoch 691 | 10/20 | 3.43 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.107
[2024-12-12 18:38:35,459][demucs.solver][INFO] - Valid | Epoch 691 | 11/20 | 3.52 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.108
[2024-12-12 18:38:35,612][demucs.solver][INFO] - Valid | Epoch 691 | 12/20 | 3.65 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.093
[2024-12-12 18:38:35,833][demucs.solver][INFO] - Valid | Epoch 691 | 13/20 | 3.70 it/sec | Loss 0.5745 | Reco 0.5745 | Nsdr 1.098
[2024-12-12 18:38:36,031][demucs.solver][INFO] - Valid | Epoch 691 | 14/20 | 3.77 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.105
[2024-12-12 18:38:36,206][demucs.solver][INFO] - Valid | Epoch 691 | 15/20 | 3.85 it/sec | Loss 0.5732 | Reco 0.5732 | Nsdr 1.112
[2024-12-12 18:38:36,402][demucs.solver][INFO] - Valid | Epoch 691 | 16/20 | 3.91 it/sec | Loss 0.5772 | Reco 0.5772 | Nsdr 1.120
[2024-12-12 18:38:36,624][demucs.solver][INFO] - Valid | Epoch 691 | 17/20 | 3.94 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.126
[2024-12-12 18:38:36,845][demucs.solver][INFO] - Valid | Epoch 691 | 18/20 | 3.97 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.094
[2024-12-12 18:38:37,046][demucs.solver][INFO] - Valid | Epoch 691 | 19/20 | 4.01 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.106
[2024-12-12 18:38:37,485][demucs.solver][INFO] - Valid Summary | Epoch 691 | Loss=0.5479 | Reco=0.5479 | Nsdr=1.106 | Best=0.5289 | Bname=main
[2024-12-12 18:38:38,821][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:38:38,822][demucs.solver][INFO] - Training...
[2024-12-12 18:38:50,369][demucs.solver][INFO] - Train | Epoch 692 | 1/14 | 0.20 it/sec | Loss 0.2272 | Reco 0.2272 | Grad 3.1555
[2024-12-12 18:38:51,033][demucs.solver][INFO] - Train | Epoch 692 | 2/14 | 0.29 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 3.4027
[2024-12-12 18:38:51,703][demucs.solver][INFO] - Train | Epoch 692 | 3/14 | 0.36 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 2.6493
[2024-12-12 18:38:52,366][demucs.solver][INFO] - Train | Epoch 692 | 4/14 | 0.42 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 2.8517
[2024-12-12 18:38:53,026][demucs.solver][INFO] - Train | Epoch 692 | 5/14 | 0.48 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 2.7996
[2024-12-12 18:38:53,681][demucs.solver][INFO] - Train | Epoch 692 | 6/14 | 0.53 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 2.5683
[2024-12-12 18:38:54,335][demucs.solver][INFO] - Train | Epoch 692 | 7/14 | 0.58 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 2.5007
[2024-12-12 18:38:54,991][demucs.solver][INFO] - Train | Epoch 692 | 8/14 | 0.62 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 2.4827
[2024-12-12 18:38:55,646][demucs.solver][INFO] - Train | Epoch 692 | 9/14 | 0.66 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.2973
[2024-12-12 18:38:56,301][demucs.solver][INFO] - Train | Epoch 692 | 10/14 | 0.70 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 2.1013
[2024-12-12 18:38:56,954][demucs.solver][INFO] - Train | Epoch 692 | 11/14 | 0.73 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.2053
[2024-12-12 18:38:57,612][demucs.solver][INFO] - Train | Epoch 692 | 12/14 | 0.76 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.1776
[2024-12-12 18:38:58,264][demucs.solver][INFO] - Train | Epoch 692 | 13/14 | 0.79 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 2.0694
[2024-12-12 18:38:58,575][demucs.solver][INFO] - Train Summary | Epoch 692 | Loss=0.2472 | Reco=0.2472 | Grad=2.0694
[2024-12-12 18:38:58,576][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:38:58,576][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:39:01,188][demucs.solver][INFO] - Valid | Epoch 692 | 1/20 | 2.05 it/sec | Loss 0.5734 | Reco 0.5734 | Nsdr 1.273
[2024-12-12 18:39:01,596][demucs.solver][INFO] - Valid | Epoch 692 | 2/20 | 2.17 it/sec | Loss 0.4498 | Reco 0.4498 | Nsdr 1.016
[2024-12-12 18:39:01,979][demucs.solver][INFO] - Valid | Epoch 692 | 3/20 | 2.27 it/sec | Loss 0.4938 | Reco 0.4938 | Nsdr 1.114
[2024-12-12 18:39:02,228][demucs.solver][INFO] - Valid | Epoch 692 | 4/20 | 2.48 it/sec | Loss 0.5106 | Reco 0.5106 | Nsdr 1.162
[2024-12-12 18:39:02,457][demucs.solver][INFO] - Valid | Epoch 692 | 5/20 | 2.67 it/sec | Loss 0.5312 | Reco 0.5312 | Nsdr 1.157
[2024-12-12 18:39:02,671][demucs.solver][INFO] - Valid | Epoch 692 | 6/20 | 2.85 it/sec | Loss 0.5149 | Reco 0.5149 | Nsdr 1.179
[2024-12-12 18:39:02,987][demucs.solver][INFO] - Valid | Epoch 692 | 7/20 | 2.88 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.204
[2024-12-12 18:39:03,269][demucs.solver][INFO] - Valid | Epoch 692 | 8/20 | 2.95 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.203
[2024-12-12 18:39:03,600][demucs.solver][INFO] - Valid | Epoch 692 | 9/20 | 2.95 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.227
[2024-12-12 18:39:03,780][demucs.solver][INFO] - Valid | Epoch 692 | 10/20 | 3.08 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.211
[2024-12-12 18:39:03,957][demucs.solver][INFO] - Valid | Epoch 692 | 11/20 | 3.21 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.211
[2024-12-12 18:39:04,158][demucs.solver][INFO] - Valid | Epoch 692 | 12/20 | 3.30 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.192
[2024-12-12 18:39:04,337][demucs.solver][INFO] - Valid | Epoch 692 | 13/20 | 3.40 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.197
[2024-12-12 18:39:04,557][demucs.solver][INFO] - Valid | Epoch 692 | 14/20 | 3.45 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.205
[2024-12-12 18:39:04,782][demucs.solver][INFO] - Valid | Epoch 692 | 15/20 | 3.50 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.213
[2024-12-12 18:39:04,936][demucs.solver][INFO] - Valid | Epoch 692 | 16/20 | 3.60 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.220
[2024-12-12 18:39:05,112][demucs.solver][INFO] - Valid | Epoch 692 | 17/20 | 3.67 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.226
[2024-12-12 18:39:05,268][demucs.solver][INFO] - Valid | Epoch 692 | 18/20 | 3.76 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.190
[2024-12-12 18:39:05,447][demucs.solver][INFO] - Valid | Epoch 692 | 19/20 | 3.82 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.204
[2024-12-12 18:39:05,856][demucs.solver][INFO] - Valid Summary | Epoch 692 | Loss=0.5402 | Reco=0.5402 | Nsdr=1.204 | Best=0.5289 | Bname=main
[2024-12-12 18:39:07,255][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:39:07,255][demucs.solver][INFO] - Training...
[2024-12-12 18:39:12,365][demucs.solver][INFO] - Train | Epoch 693 | 1/14 | 0.58 it/sec | Loss 0.2835 | Reco 0.2835 | Grad 2.0980
[2024-12-12 18:39:14,418][demucs.solver][INFO] - Train | Epoch 693 | 2/14 | 0.55 it/sec | Loss 0.2808 | Reco 0.2808 | Grad 1.8304
[2024-12-12 18:39:17,340][demucs.solver][INFO] - Train | Epoch 693 | 3/14 | 0.48 it/sec | Loss 0.2753 | Reco 0.2753 | Grad 1.9607
[2024-12-12 18:39:18,006][demucs.solver][INFO] - Train | Epoch 693 | 4/14 | 0.55 it/sec | Loss 0.2736 | Reco 0.2736 | Grad 1.8681
[2024-12-12 18:39:18,677][demucs.solver][INFO] - Train | Epoch 693 | 5/14 | 0.62 it/sec | Loss 0.2662 | Reco 0.2662 | Grad 1.8350
[2024-12-12 18:39:19,353][demucs.solver][INFO] - Train | Epoch 693 | 6/14 | 0.67 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 1.6701
[2024-12-12 18:39:20,018][demucs.solver][INFO] - Train | Epoch 693 | 7/14 | 0.72 it/sec | Loss 0.2580 | Reco 0.2580 | Grad 1.8564
[2024-12-12 18:39:20,686][demucs.solver][INFO] - Train | Epoch 693 | 8/14 | 0.77 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 1.8047
[2024-12-12 18:39:21,358][demucs.solver][INFO] - Train | Epoch 693 | 9/14 | 0.80 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.8028
[2024-12-12 18:39:22,025][demucs.solver][INFO] - Train | Epoch 693 | 10/14 | 0.84 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.8281
[2024-12-12 18:39:22,689][demucs.solver][INFO] - Train | Epoch 693 | 11/14 | 0.87 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.7381
[2024-12-12 18:39:23,901][demucs.solver][INFO] - Train | Epoch 693 | 12/14 | 0.87 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 1.7456
[2024-12-12 18:39:25,381][demucs.solver][INFO] - Train | Epoch 693 | 13/14 | 0.85 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.6592
[2024-12-12 18:39:25,736][demucs.solver][INFO] - Train Summary | Epoch 693 | Loss=0.2469 | Reco=0.2469 | Grad=1.6592
[2024-12-12 18:39:25,736][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:39:25,737][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:39:28,145][demucs.solver][INFO] - Valid | Epoch 693 | 1/20 | 3.28 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.283
[2024-12-12 18:39:28,409][demucs.solver][INFO] - Valid | Epoch 693 | 2/20 | 3.43 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.020
[2024-12-12 18:39:28,608][demucs.solver][INFO] - Valid | Epoch 693 | 3/20 | 3.73 it/sec | Loss 0.4931 | Reco 0.4931 | Nsdr 1.117
[2024-12-12 18:39:28,829][demucs.solver][INFO] - Valid | Epoch 693 | 4/20 | 3.86 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.167
[2024-12-12 18:39:29,015][demucs.solver][INFO] - Valid | Epoch 693 | 5/20 | 4.05 it/sec | Loss 0.5298 | Reco 0.5298 | Nsdr 1.175
[2024-12-12 18:39:29,247][demucs.solver][INFO] - Valid | Epoch 693 | 6/20 | 4.09 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.196
[2024-12-12 18:39:29,404][demucs.solver][INFO] - Valid | Epoch 693 | 7/20 | 4.28 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.221
[2024-12-12 18:39:29,611][demucs.solver][INFO] - Valid | Epoch 693 | 8/20 | 4.34 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.223
[2024-12-12 18:39:29,833][demucs.solver][INFO] - Valid | Epoch 693 | 9/20 | 4.35 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.248
[2024-12-12 18:39:30,009][demucs.solver][INFO] - Valid | Epoch 693 | 10/20 | 4.45 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.231
[2024-12-12 18:39:30,163][demucs.solver][INFO] - Valid | Epoch 693 | 11/20 | 4.57 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.229
[2024-12-12 18:39:30,382][demucs.solver][INFO] - Valid | Epoch 693 | 12/20 | 4.57 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.210
[2024-12-12 18:39:30,601][demucs.solver][INFO] - Valid | Epoch 693 | 13/20 | 4.57 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.215
[2024-12-12 18:39:30,756][demucs.solver][INFO] - Valid | Epoch 693 | 14/20 | 4.66 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.222
[2024-12-12 18:39:30,911][demucs.solver][INFO] - Valid | Epoch 693 | 15/20 | 4.74 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.229
[2024-12-12 18:39:31,109][demucs.solver][INFO] - Valid | Epoch 693 | 16/20 | 4.76 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.235
[2024-12-12 18:39:31,329][demucs.solver][INFO] - Valid | Epoch 693 | 17/20 | 4.74 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.238
[2024-12-12 18:39:31,546][demucs.solver][INFO] - Valid | Epoch 693 | 18/20 | 4.74 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.201
[2024-12-12 18:39:31,746][demucs.solver][INFO] - Valid | Epoch 693 | 19/20 | 4.75 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.215
[2024-12-12 18:39:32,216][demucs.solver][INFO] - Valid Summary | Epoch 693 | Loss=0.5390 | Reco=0.5390 | Nsdr=1.215 | Best=0.5289 | Bname=main
[2024-12-12 18:39:33,702][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:39:33,702][demucs.solver][INFO] - Training...
[2024-12-12 18:39:42,535][demucs.solver][INFO] - Train | Epoch 694 | 1/14 | 0.28 it/sec | Loss 0.2211 | Reco 0.2211 | Grad 0.6512
[2024-12-12 18:39:43,460][demucs.solver][INFO] - Train | Epoch 694 | 2/14 | 0.37 it/sec | Loss 0.2138 | Reco 0.2138 | Grad 0.7759
[2024-12-12 18:39:44,161][demucs.solver][INFO] - Train | Epoch 694 | 3/14 | 0.45 it/sec | Loss 0.2260 | Reco 0.2260 | Grad 0.8858
[2024-12-12 18:39:44,872][demucs.solver][INFO] - Train | Epoch 694 | 4/14 | 0.52 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 1.1624
[2024-12-12 18:39:45,579][demucs.solver][INFO] - Train | Epoch 694 | 5/14 | 0.58 it/sec | Loss 0.2306 | Reco 0.2306 | Grad 1.5299
[2024-12-12 18:39:46,263][demucs.solver][INFO] - Train | Epoch 694 | 6/14 | 0.64 it/sec | Loss 0.2303 | Reco 0.2303 | Grad 1.3695
[2024-12-12 18:39:46,942][demucs.solver][INFO] - Train | Epoch 694 | 7/14 | 0.69 it/sec | Loss 0.2297 | Reco 0.2297 | Grad 1.2252
[2024-12-12 18:39:48,168][demucs.solver][INFO] - Train | Epoch 694 | 8/14 | 0.70 it/sec | Loss 0.2318 | Reco 0.2318 | Grad 1.2314
[2024-12-12 18:39:48,944][demucs.solver][INFO] - Train | Epoch 694 | 9/14 | 0.73 it/sec | Loss 0.2310 | Reco 0.2310 | Grad 1.3507
[2024-12-12 18:39:49,624][demucs.solver][INFO] - Train | Epoch 694 | 10/14 | 0.77 it/sec | Loss 0.2300 | Reco 0.2300 | Grad 1.4902
[2024-12-12 18:39:50,295][demucs.solver][INFO] - Train | Epoch 694 | 11/14 | 0.80 it/sec | Loss 0.2312 | Reco 0.2312 | Grad 1.4436
[2024-12-12 18:39:52,684][demucs.solver][INFO] - Train | Epoch 694 | 12/14 | 0.75 it/sec | Loss 0.2294 | Reco 0.2294 | Grad 1.5344
[2024-12-12 18:39:53,347][demucs.solver][INFO] - Train | Epoch 694 | 13/14 | 0.78 it/sec | Loss 0.2303 | Reco 0.2303 | Grad 1.4564
[2024-12-12 18:39:53,669][demucs.solver][INFO] - Train Summary | Epoch 694 | Loss=0.2303 | Reco=0.2303 | Grad=1.4564
[2024-12-12 18:39:53,670][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:39:53,670][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:39:56,489][demucs.solver][INFO] - Valid | Epoch 694 | 1/20 | 1.85 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.348
[2024-12-12 18:39:56,985][demucs.solver][INFO] - Valid | Epoch 694 | 2/20 | 1.91 it/sec | Loss 0.4459 | Reco 0.4459 | Nsdr 1.080
[2024-12-12 18:39:57,463][demucs.solver][INFO] - Valid | Epoch 694 | 3/20 | 1.95 it/sec | Loss 0.4897 | Reco 0.4897 | Nsdr 1.171
[2024-12-12 18:39:57,675][demucs.solver][INFO] - Valid | Epoch 694 | 4/20 | 2.21 it/sec | Loss 0.5063 | Reco 0.5063 | Nsdr 1.219
[2024-12-12 18:39:57,875][demucs.solver][INFO] - Valid | Epoch 694 | 5/20 | 2.44 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.224
[2024-12-12 18:39:58,075][demucs.solver][INFO] - Valid | Epoch 694 | 6/20 | 2.63 it/sec | Loss 0.5104 | Reco 0.5104 | Nsdr 1.244
[2024-12-12 18:39:58,296][demucs.solver][INFO] - Valid | Epoch 694 | 7/20 | 2.77 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.267
[2024-12-12 18:39:58,495][demucs.solver][INFO] - Valid | Epoch 694 | 8/20 | 2.92 it/sec | Loss 0.5476 | Reco 0.5476 | Nsdr 1.264
[2024-12-12 18:39:58,719][demucs.solver][INFO] - Valid | Epoch 694 | 9/20 | 3.02 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.288
[2024-12-12 18:39:58,876][demucs.solver][INFO] - Valid | Epoch 694 | 10/20 | 3.17 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.273
[2024-12-12 18:39:59,076][demucs.solver][INFO] - Valid | Epoch 694 | 11/20 | 3.27 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.271
[2024-12-12 18:39:59,254][demucs.solver][INFO] - Valid | Epoch 694 | 12/20 | 3.38 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.249
[2024-12-12 18:39:59,454][demucs.solver][INFO] - Valid | Epoch 694 | 13/20 | 3.46 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.251
[2024-12-12 18:39:59,653][demucs.solver][INFO] - Valid | Epoch 694 | 14/20 | 3.54 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.259
[2024-12-12 18:39:59,810][demucs.solver][INFO] - Valid | Epoch 694 | 15/20 | 3.64 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.268
[2024-12-12 18:40:00,032][demucs.solver][INFO] - Valid | Epoch 694 | 16/20 | 3.68 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.274
[2024-12-12 18:40:00,229][demucs.solver][INFO] - Valid | Epoch 694 | 17/20 | 3.74 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.280
[2024-12-12 18:40:00,452][demucs.solver][INFO] - Valid | Epoch 694 | 18/20 | 3.77 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.244
[2024-12-12 18:40:00,649][demucs.solver][INFO] - Valid | Epoch 694 | 19/20 | 3.82 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.257
[2024-12-12 18:40:01,078][demucs.solver][INFO] - Valid Summary | Epoch 694 | Loss=0.5363 | Reco=0.5363 | Nsdr=1.257 | Best=0.5289 | Bname=main
[2024-12-12 18:40:02,478][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:40:02,478][demucs.solver][INFO] - Training...
[2024-12-12 18:40:09,780][demucs.solver][INFO] - Train | Epoch 695 | 1/14 | 0.39 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.2884
[2024-12-12 18:40:11,265][demucs.solver][INFO] - Train | Epoch 695 | 2/14 | 0.46 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 1.0797
[2024-12-12 18:40:11,927][demucs.solver][INFO] - Train | Epoch 695 | 3/14 | 0.55 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 1.0240
[2024-12-12 18:40:12,592][demucs.solver][INFO] - Train | Epoch 695 | 4/14 | 0.63 it/sec | Loss 0.2537 | Reco 0.2537 | Grad 1.0630
[2024-12-12 18:40:13,260][demucs.solver][INFO] - Train | Epoch 695 | 5/14 | 0.70 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 0.9718
[2024-12-12 18:40:13,922][demucs.solver][INFO] - Train | Epoch 695 | 6/14 | 0.76 it/sec | Loss 0.2579 | Reco 0.2579 | Grad 0.9811
[2024-12-12 18:40:14,593][demucs.solver][INFO] - Train | Epoch 695 | 7/14 | 0.81 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 0.9374
[2024-12-12 18:40:15,262][demucs.solver][INFO] - Train | Epoch 695 | 8/14 | 0.85 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 0.9260
[2024-12-12 18:40:15,921][demucs.solver][INFO] - Train | Epoch 695 | 9/14 | 0.89 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 1.0804
[2024-12-12 18:40:16,575][demucs.solver][INFO] - Train | Epoch 695 | 10/14 | 0.92 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 1.0159
[2024-12-12 18:40:17,229][demucs.solver][INFO] - Train | Epoch 695 | 11/14 | 0.96 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.2032
[2024-12-12 18:40:17,885][demucs.solver][INFO] - Train | Epoch 695 | 12/14 | 0.98 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.2917
[2024-12-12 18:40:18,536][demucs.solver][INFO] - Train | Epoch 695 | 13/14 | 1.01 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.4444
[2024-12-12 18:40:18,863][demucs.solver][INFO] - Train Summary | Epoch 695 | Loss=0.2484 | Reco=0.2484 | Grad=1.4444
[2024-12-12 18:40:18,863][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:40:18,863][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:40:21,430][demucs.solver][INFO] - Valid | Epoch 695 | 1/20 | 2.17 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.306
[2024-12-12 18:40:21,769][demucs.solver][INFO] - Valid | Epoch 695 | 2/20 | 2.38 it/sec | Loss 0.4481 | Reco 0.4481 | Nsdr 1.039
[2024-12-12 18:40:21,997][demucs.solver][INFO] - Valid | Epoch 695 | 3/20 | 2.68 it/sec | Loss 0.4918 | Reco 0.4918 | Nsdr 1.141
[2024-12-12 18:40:22,205][demucs.solver][INFO] - Valid | Epoch 695 | 4/20 | 2.94 it/sec | Loss 0.5082 | Reco 0.5082 | Nsdr 1.195
[2024-12-12 18:40:22,402][demucs.solver][INFO] - Valid | Epoch 695 | 5/20 | 3.17 it/sec | Loss 0.5284 | Reco 0.5284 | Nsdr 1.196
[2024-12-12 18:40:22,649][demucs.solver][INFO] - Valid | Epoch 695 | 6/20 | 3.27 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.218
[2024-12-12 18:40:22,883][demucs.solver][INFO] - Valid | Epoch 695 | 7/20 | 3.37 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.245
[2024-12-12 18:40:23,127][demucs.solver][INFO] - Valid | Epoch 695 | 8/20 | 3.43 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.247
[2024-12-12 18:40:23,296][demucs.solver][INFO] - Valid | Epoch 695 | 9/20 | 3.59 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.273
[2024-12-12 18:40:23,506][demucs.solver][INFO] - Valid | Epoch 695 | 10/20 | 3.67 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.255
[2024-12-12 18:40:23,712][demucs.solver][INFO] - Valid | Epoch 695 | 11/20 | 3.74 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.252
[2024-12-12 18:40:23,910][demucs.solver][INFO] - Valid | Epoch 695 | 12/20 | 3.82 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.231
[2024-12-12 18:40:24,111][demucs.solver][INFO] - Valid | Epoch 695 | 13/20 | 3.88 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.235
[2024-12-12 18:40:24,265][demucs.solver][INFO] - Valid | Epoch 695 | 14/20 | 3.99 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.244
[2024-12-12 18:40:24,483][demucs.solver][INFO] - Valid | Epoch 695 | 15/20 | 4.02 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.251
[2024-12-12 18:40:24,703][demucs.solver][INFO] - Valid | Epoch 695 | 16/20 | 4.05 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.257
[2024-12-12 18:40:24,926][demucs.solver][INFO] - Valid | Epoch 695 | 17/20 | 4.07 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.262
[2024-12-12 18:40:25,127][demucs.solver][INFO] - Valid | Epoch 695 | 18/20 | 4.11 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.224
[2024-12-12 18:40:25,326][demucs.solver][INFO] - Valid | Epoch 695 | 19/20 | 4.15 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.240
[2024-12-12 18:40:25,845][demucs.solver][INFO] - Valid Summary | Epoch 695 | Loss=0.5375 | Reco=0.5375 | Nsdr=1.240 | Best=0.5289 | Bname=main
[2024-12-12 18:40:27,199][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:40:27,200][demucs.solver][INFO] - Training...
[2024-12-12 18:40:36,844][demucs.solver][INFO] - Train | Epoch 696 | 1/14 | 0.25 it/sec | Loss 0.2310 | Reco 0.2310 | Grad 1.4802
[2024-12-12 18:40:38,478][demucs.solver][INFO] - Train | Epoch 696 | 2/14 | 0.31 it/sec | Loss 0.2226 | Reco 0.2226 | Grad 1.1360
[2024-12-12 18:40:39,148][demucs.solver][INFO] - Train | Epoch 696 | 3/14 | 0.39 it/sec | Loss 0.2265 | Reco 0.2265 | Grad 1.3510
[2024-12-12 18:40:39,891][demucs.solver][INFO] - Train | Epoch 696 | 4/14 | 0.45 it/sec | Loss 0.2248 | Reco 0.2248 | Grad 1.1718
[2024-12-12 18:40:40,556][demucs.solver][INFO] - Train | Epoch 696 | 5/14 | 0.51 it/sec | Loss 0.2256 | Reco 0.2256 | Grad 1.5559
[2024-12-12 18:40:41,223][demucs.solver][INFO] - Train | Epoch 696 | 6/14 | 0.57 it/sec | Loss 0.2314 | Reco 0.2314 | Grad 1.6929
[2024-12-12 18:40:41,890][demucs.solver][INFO] - Train | Epoch 696 | 7/14 | 0.61 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 1.7699
[2024-12-12 18:40:42,555][demucs.solver][INFO] - Train | Epoch 696 | 8/14 | 0.66 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.6557
[2024-12-12 18:40:43,219][demucs.solver][INFO] - Train | Epoch 696 | 9/14 | 0.70 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.7497
[2024-12-12 18:40:43,880][demucs.solver][INFO] - Train | Epoch 696 | 10/14 | 0.73 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 1.7201
[2024-12-12 18:40:44,539][demucs.solver][INFO] - Train | Epoch 696 | 11/14 | 0.76 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 1.7175
[2024-12-12 18:40:45,193][demucs.solver][INFO] - Train | Epoch 696 | 12/14 | 0.80 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 1.8517
[2024-12-12 18:40:45,845][demucs.solver][INFO] - Train | Epoch 696 | 13/14 | 0.82 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 1.9130
[2024-12-12 18:40:46,197][demucs.solver][INFO] - Train Summary | Epoch 696 | Loss=0.2377 | Reco=0.2377 | Grad=1.9130
[2024-12-12 18:40:46,198][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:40:46,198][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:40:48,716][demucs.solver][INFO] - Valid | Epoch 696 | 1/20 | 2.50 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.327
[2024-12-12 18:40:48,936][demucs.solver][INFO] - Valid | Epoch 696 | 2/20 | 2.94 it/sec | Loss 0.4473 | Reco 0.4473 | Nsdr 1.059
[2024-12-12 18:40:49,143][demucs.solver][INFO] - Valid | Epoch 696 | 3/20 | 3.26 it/sec | Loss 0.4910 | Reco 0.4910 | Nsdr 1.160
[2024-12-12 18:40:49,346][demucs.solver][INFO] - Valid | Epoch 696 | 4/20 | 3.50 it/sec | Loss 0.5075 | Reco 0.5075 | Nsdr 1.209
[2024-12-12 18:40:49,547][demucs.solver][INFO] - Valid | Epoch 696 | 5/20 | 3.68 it/sec | Loss 0.5277 | Reco 0.5277 | Nsdr 1.210
[2024-12-12 18:40:49,769][demucs.solver][INFO] - Valid | Epoch 696 | 6/20 | 3.78 it/sec | Loss 0.5116 | Reco 0.5116 | Nsdr 1.231
[2024-12-12 18:40:49,923][demucs.solver][INFO] - Valid | Epoch 696 | 7/20 | 3.98 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.255
[2024-12-12 18:40:50,078][demucs.solver][INFO] - Valid | Epoch 696 | 8/20 | 4.16 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.252
[2024-12-12 18:40:50,282][demucs.solver][INFO] - Valid | Epoch 696 | 9/20 | 4.23 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.277
[2024-12-12 18:40:50,456][demucs.solver][INFO] - Valid | Epoch 696 | 10/20 | 4.33 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.261
[2024-12-12 18:40:50,636][demucs.solver][INFO] - Valid | Epoch 696 | 11/20 | 4.41 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.259
[2024-12-12 18:40:50,835][demucs.solver][INFO] - Valid | Epoch 696 | 12/20 | 4.45 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.239
[2024-12-12 18:40:51,035][demucs.solver][INFO] - Valid | Epoch 696 | 13/20 | 4.49 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.241
[2024-12-12 18:40:51,232][demucs.solver][INFO] - Valid | Epoch 696 | 14/20 | 4.52 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.250
[2024-12-12 18:40:51,453][demucs.solver][INFO] - Valid | Epoch 696 | 15/20 | 4.52 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.258
[2024-12-12 18:40:51,608][demucs.solver][INFO] - Valid | Epoch 696 | 16/20 | 4.60 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.265
[2024-12-12 18:40:51,826][demucs.solver][INFO] - Valid | Epoch 696 | 17/20 | 4.60 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.272
[2024-12-12 18:40:52,045][demucs.solver][INFO] - Valid | Epoch 696 | 18/20 | 4.60 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.234
[2024-12-12 18:40:52,254][demucs.solver][INFO] - Valid | Epoch 696 | 19/20 | 4.61 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.249
[2024-12-12 18:40:52,674][demucs.solver][INFO] - Valid Summary | Epoch 696 | Loss=0.5373 | Reco=0.5373 | Nsdr=1.249 | Best=0.5289 | Bname=main
[2024-12-12 18:40:54,128][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:40:54,129][demucs.solver][INFO] - Training...
[2024-12-12 18:41:05,849][demucs.solver][INFO] - Train | Epoch 697 | 1/14 | 0.20 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 1.1776
[2024-12-12 18:41:06,704][demucs.solver][INFO] - Train | Epoch 697 | 2/14 | 0.28 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.4555
[2024-12-12 18:41:07,382][demucs.solver][INFO] - Train | Epoch 697 | 3/14 | 0.35 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.6347
[2024-12-12 18:41:08,061][demucs.solver][INFO] - Train | Epoch 697 | 4/14 | 0.41 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 1.9911
[2024-12-12 18:41:09,233][demucs.solver][INFO] - Train | Epoch 697 | 5/14 | 0.45 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.0876
[2024-12-12 18:41:10,465][demucs.solver][INFO] - Train | Epoch 697 | 6/14 | 0.48 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 1.9063
[2024-12-12 18:41:11,672][demucs.solver][INFO] - Train | Epoch 697 | 7/14 | 0.50 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.9630
[2024-12-12 18:41:12,762][demucs.solver][INFO] - Train | Epoch 697 | 8/14 | 0.53 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 1.8727
[2024-12-12 18:41:13,445][demucs.solver][INFO] - Train | Epoch 697 | 9/14 | 0.57 it/sec | Loss 0.2505 | Reco 0.2505 | Grad 1.9221
[2024-12-12 18:41:14,103][demucs.solver][INFO] - Train | Epoch 697 | 10/14 | 0.60 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 2.2649
[2024-12-12 18:41:14,757][demucs.solver][INFO] - Train | Epoch 697 | 11/14 | 0.63 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 2.1519
[2024-12-12 18:41:15,414][demucs.solver][INFO] - Train | Epoch 697 | 12/14 | 0.66 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 2.2107
[2024-12-12 18:41:16,069][demucs.solver][INFO] - Train | Epoch 697 | 13/14 | 0.69 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.2796
[2024-12-12 18:41:16,431][demucs.solver][INFO] - Train Summary | Epoch 697 | Loss=0.2457 | Reco=0.2457 | Grad=2.2796
[2024-12-12 18:41:16,432][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:41:16,432][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:41:18,721][demucs.solver][INFO] - Valid | Epoch 697 | 1/20 | 2.76 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.257
[2024-12-12 18:41:18,983][demucs.solver][INFO] - Valid | Epoch 697 | 2/20 | 3.04 it/sec | Loss 0.4514 | Reco 0.4514 | Nsdr 1.007
[2024-12-12 18:41:19,209][demucs.solver][INFO] - Valid | Epoch 697 | 3/20 | 3.30 it/sec | Loss 0.4958 | Reco 0.4958 | Nsdr 1.092
[2024-12-12 18:41:19,408][demucs.solver][INFO] - Valid | Epoch 697 | 4/20 | 3.54 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.138
[2024-12-12 18:41:19,608][demucs.solver][INFO] - Valid | Epoch 697 | 5/20 | 3.72 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.137
[2024-12-12 18:41:19,805][demucs.solver][INFO] - Valid | Epoch 697 | 6/20 | 3.87 it/sec | Loss 0.5174 | Reco 0.5174 | Nsdr 1.158
[2024-12-12 18:41:20,036][demucs.solver][INFO] - Valid | Epoch 697 | 7/20 | 3.92 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.178
[2024-12-12 18:41:20,263][demucs.solver][INFO] - Valid | Epoch 697 | 8/20 | 3.97 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.180
[2024-12-12 18:41:20,448][demucs.solver][INFO] - Valid | Epoch 697 | 9/20 | 4.08 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.202
[2024-12-12 18:41:20,649][demucs.solver][INFO] - Valid | Epoch 697 | 10/20 | 4.15 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.188
[2024-12-12 18:41:20,865][demucs.solver][INFO] - Valid | Epoch 697 | 11/20 | 4.18 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.187
[2024-12-12 18:41:21,087][demucs.solver][INFO] - Valid | Epoch 697 | 12/20 | 4.21 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.169
[2024-12-12 18:41:21,285][demucs.solver][INFO] - Valid | Epoch 697 | 13/20 | 4.26 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.173
[2024-12-12 18:41:21,464][demucs.solver][INFO] - Valid | Epoch 697 | 14/20 | 4.33 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.182
[2024-12-12 18:41:21,684][demucs.solver][INFO] - Valid | Epoch 697 | 15/20 | 4.34 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.189
[2024-12-12 18:41:21,905][demucs.solver][INFO] - Valid | Epoch 697 | 16/20 | 4.35 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.196
[2024-12-12 18:41:22,125][demucs.solver][INFO] - Valid | Epoch 697 | 17/20 | 4.36 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.202
[2024-12-12 18:41:22,321][demucs.solver][INFO] - Valid | Epoch 697 | 18/20 | 4.39 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.167
[2024-12-12 18:41:22,521][demucs.solver][INFO] - Valid | Epoch 697 | 19/20 | 4.42 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.181
[2024-12-12 18:41:22,958][demucs.solver][INFO] - Valid Summary | Epoch 697 | Loss=0.5425 | Reco=0.5425 | Nsdr=1.181 | Best=0.5289 | Bname=main
[2024-12-12 18:41:24,364][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:41:24,365][demucs.solver][INFO] - Training...
[2024-12-12 18:41:30,731][demucs.solver][INFO] - Train | Epoch 698 | 1/14 | 0.42 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.9564
[2024-12-12 18:41:32,756][demucs.solver][INFO] - Train | Epoch 698 | 2/14 | 0.44 it/sec | Loss 0.2284 | Reco 0.2284 | Grad 2.6787
[2024-12-12 18:41:33,448][demucs.solver][INFO] - Train | Epoch 698 | 3/14 | 0.53 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 3.3617
[2024-12-12 18:41:34,118][demucs.solver][INFO] - Train | Epoch 698 | 4/14 | 0.61 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 3.0598
[2024-12-12 18:41:34,799][demucs.solver][INFO] - Train | Epoch 698 | 5/14 | 0.68 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 2.7714
[2024-12-12 18:41:35,473][demucs.solver][INFO] - Train | Epoch 698 | 6/14 | 0.74 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 2.6629
[2024-12-12 18:41:37,136][demucs.solver][INFO] - Train | Epoch 698 | 7/14 | 0.72 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 2.8448
[2024-12-12 18:41:37,798][demucs.solver][INFO] - Train | Epoch 698 | 8/14 | 0.76 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 2.6905
[2024-12-12 18:41:38,453][demucs.solver][INFO] - Train | Epoch 698 | 9/14 | 0.80 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 2.5101
[2024-12-12 18:41:39,109][demucs.solver][INFO] - Train | Epoch 698 | 10/14 | 0.84 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.5124
[2024-12-12 18:41:39,762][demucs.solver][INFO] - Train | Epoch 698 | 11/14 | 0.87 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 2.5607
[2024-12-12 18:41:40,414][demucs.solver][INFO] - Train | Epoch 698 | 12/14 | 0.90 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 2.5073
[2024-12-12 18:41:41,069][demucs.solver][INFO] - Train | Epoch 698 | 13/14 | 0.93 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 2.4112
[2024-12-12 18:41:41,422][demucs.solver][INFO] - Train Summary | Epoch 698 | Loss=0.2430 | Reco=0.2430 | Grad=2.4112
[2024-12-12 18:41:41,422][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:41:41,423][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:41:43,960][demucs.solver][INFO] - Valid | Epoch 698 | 1/20 | 2.17 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.341
[2024-12-12 18:41:44,207][demucs.solver][INFO] - Valid | Epoch 698 | 2/20 | 2.56 it/sec | Loss 0.4461 | Reco 0.4461 | Nsdr 1.065
[2024-12-12 18:41:44,407][demucs.solver][INFO] - Valid | Epoch 698 | 3/20 | 2.92 it/sec | Loss 0.4894 | Reco 0.4894 | Nsdr 1.167
[2024-12-12 18:41:44,585][demucs.solver][INFO] - Valid | Epoch 698 | 4/20 | 3.23 it/sec | Loss 0.5059 | Reco 0.5059 | Nsdr 1.216
[2024-12-12 18:41:44,809][demucs.solver][INFO] - Valid | Epoch 698 | 5/20 | 3.39 it/sec | Loss 0.5262 | Reco 0.5262 | Nsdr 1.218
[2024-12-12 18:41:45,011][demucs.solver][INFO] - Valid | Epoch 698 | 6/20 | 3.55 it/sec | Loss 0.5101 | Reco 0.5101 | Nsdr 1.240
[2024-12-12 18:41:45,219][demucs.solver][INFO] - Valid | Epoch 698 | 7/20 | 3.67 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 1.266
[2024-12-12 18:41:45,416][demucs.solver][INFO] - Valid | Epoch 698 | 8/20 | 3.78 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.267
[2024-12-12 18:41:45,619][demucs.solver][INFO] - Valid | Epoch 698 | 9/20 | 3.87 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.293
[2024-12-12 18:41:45,817][demucs.solver][INFO] - Valid | Epoch 698 | 10/20 | 3.96 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.277
[2024-12-12 18:41:45,994][demucs.solver][INFO] - Valid | Epoch 698 | 11/20 | 4.06 it/sec | Loss 0.5447 | Reco 0.5447 | Nsdr 1.276
[2024-12-12 18:41:46,151][demucs.solver][INFO] - Valid | Epoch 698 | 12/20 | 4.17 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.254
[2024-12-12 18:41:46,349][demucs.solver][INFO] - Valid | Epoch 698 | 13/20 | 4.23 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.259
[2024-12-12 18:41:46,549][demucs.solver][INFO] - Valid | Epoch 698 | 14/20 | 4.27 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.267
[2024-12-12 18:41:46,745][demucs.solver][INFO] - Valid | Epoch 698 | 15/20 | 4.31 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.275
[2024-12-12 18:41:46,964][demucs.solver][INFO] - Valid | Epoch 698 | 16/20 | 4.33 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.282
[2024-12-12 18:41:47,166][demucs.solver][INFO] - Valid | Epoch 698 | 17/20 | 4.36 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.288
[2024-12-12 18:41:47,385][demucs.solver][INFO] - Valid | Epoch 698 | 18/20 | 4.37 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.250
[2024-12-12 18:41:47,583][demucs.solver][INFO] - Valid | Epoch 698 | 19/20 | 4.40 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.265
[2024-12-12 18:41:48,011][demucs.solver][INFO] - Valid Summary | Epoch 698 | Loss=0.5352 | Reco=0.5352 | Nsdr=1.265 | Best=0.5289 | Bname=main
[2024-12-12 18:41:49,412][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:41:49,413][demucs.solver][INFO] - Training...
[2024-12-12 18:41:57,471][demucs.solver][INFO] - Train | Epoch 699 | 1/14 | 0.31 it/sec | Loss 0.2054 | Reco 0.2054 | Grad 2.3858
[2024-12-12 18:41:58,137][demucs.solver][INFO] - Train | Epoch 699 | 2/14 | 0.42 it/sec | Loss 0.2276 | Reco 0.2276 | Grad 2.2632
[2024-12-12 18:41:58,812][demucs.solver][INFO] - Train | Epoch 699 | 3/14 | 0.52 it/sec | Loss 0.2327 | Reco 0.2327 | Grad 2.4698
[2024-12-12 18:41:59,481][demucs.solver][INFO] - Train | Epoch 699 | 4/14 | 0.59 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 2.7920
[2024-12-12 18:42:00,139][demucs.solver][INFO] - Train | Epoch 699 | 5/14 | 0.66 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.3827
[2024-12-12 18:42:00,798][demucs.solver][INFO] - Train | Epoch 699 | 6/14 | 0.72 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 2.0997
[2024-12-12 18:42:01,460][demucs.solver][INFO] - Train | Epoch 699 | 7/14 | 0.77 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.2053
[2024-12-12 18:42:02,122][demucs.solver][INFO] - Train | Epoch 699 | 8/14 | 0.81 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 2.2362
[2024-12-12 18:42:02,779][demucs.solver][INFO] - Train | Epoch 699 | 9/14 | 0.85 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.3330
[2024-12-12 18:42:03,441][demucs.solver][INFO] - Train | Epoch 699 | 10/14 | 0.89 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 2.3867
[2024-12-12 18:42:04,109][demucs.solver][INFO] - Train | Epoch 699 | 11/14 | 0.92 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.4096
[2024-12-12 18:42:04,773][demucs.solver][INFO] - Train | Epoch 699 | 12/14 | 0.95 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.3999
[2024-12-12 18:42:05,440][demucs.solver][INFO] - Train | Epoch 699 | 13/14 | 0.97 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.4431
[2024-12-12 18:42:05,766][demucs.solver][INFO] - Train Summary | Epoch 699 | Loss=0.2436 | Reco=0.2436 | Grad=2.4431
[2024-12-12 18:42:05,766][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:42:05,766][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:42:08,406][demucs.solver][INFO] - Valid | Epoch 699 | 1/20 | 2.07 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.381
[2024-12-12 18:42:08,615][demucs.solver][INFO] - Valid | Epoch 699 | 2/20 | 2.55 it/sec | Loss 0.4435 | Reco 0.4435 | Nsdr 1.104
[2024-12-12 18:42:08,811][demucs.solver][INFO] - Valid | Epoch 699 | 3/20 | 2.92 it/sec | Loss 0.4869 | Reco 0.4869 | Nsdr 1.206
[2024-12-12 18:42:09,012][demucs.solver][INFO] - Valid | Epoch 699 | 4/20 | 3.18 it/sec | Loss 0.5032 | Reco 0.5032 | Nsdr 1.255
[2024-12-12 18:42:09,212][demucs.solver][INFO] - Valid | Epoch 699 | 5/20 | 3.39 it/sec | Loss 0.5234 | Reco 0.5234 | Nsdr 1.254
[2024-12-12 18:42:09,436][demucs.solver][INFO] - Valid | Epoch 699 | 6/20 | 3.51 it/sec | Loss 0.5075 | Reco 0.5075 | Nsdr 1.274
[2024-12-12 18:42:09,613][demucs.solver][INFO] - Valid | Epoch 699 | 7/20 | 3.68 it/sec | Loss 0.5280 | Reco 0.5280 | Nsdr 1.299
[2024-12-12 18:42:09,816][demucs.solver][INFO] - Valid | Epoch 699 | 8/20 | 3.79 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.295
[2024-12-12 18:42:09,971][demucs.solver][INFO] - Valid | Epoch 699 | 9/20 | 3.95 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.321
[2024-12-12 18:42:10,150][demucs.solver][INFO] - Valid | Epoch 699 | 10/20 | 4.06 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.304
[2024-12-12 18:42:10,328][demucs.solver][INFO] - Valid | Epoch 699 | 11/20 | 4.15 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.302
[2024-12-12 18:42:10,527][demucs.solver][INFO] - Valid | Epoch 699 | 12/20 | 4.21 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.281
[2024-12-12 18:42:10,703][demucs.solver][INFO] - Valid | Epoch 699 | 13/20 | 4.29 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.284
[2024-12-12 18:42:10,903][demucs.solver][INFO] - Valid | Epoch 699 | 14/20 | 4.33 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.293
[2024-12-12 18:42:11,084][demucs.solver][INFO] - Valid | Epoch 699 | 15/20 | 4.39 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.302
[2024-12-12 18:42:11,306][demucs.solver][INFO] - Valid | Epoch 699 | 16/20 | 4.40 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.308
[2024-12-12 18:42:11,503][demucs.solver][INFO] - Valid | Epoch 699 | 17/20 | 4.43 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.316
[2024-12-12 18:42:11,725][demucs.solver][INFO] - Valid | Epoch 699 | 18/20 | 4.43 it/sec | Loss 0.5348 | Reco 0.5348 | Nsdr 1.277
[2024-12-12 18:42:11,944][demucs.solver][INFO] - Valid | Epoch 699 | 19/20 | 4.44 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.292
[2024-12-12 18:42:12,402][demucs.solver][INFO] - Valid Summary | Epoch 699 | Loss=0.5330 | Reco=0.5330 | Nsdr=1.292 | Best=0.5289 | Bname=main
[2024-12-12 18:42:13,813][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:42:13,814][demucs.solver][INFO] - Training...
[2024-12-12 18:42:24,802][demucs.solver][INFO] - Train | Epoch 700 | 1/14 | 0.22 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 3.5883
[2024-12-12 18:42:25,461][demucs.solver][INFO] - Train | Epoch 700 | 2/14 | 0.30 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 3.6823
[2024-12-12 18:42:26,122][demucs.solver][INFO] - Train | Epoch 700 | 3/14 | 0.38 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 3.1754
[2024-12-12 18:42:26,784][demucs.solver][INFO] - Train | Epoch 700 | 4/14 | 0.44 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 3.3838
[2024-12-12 18:42:27,441][demucs.solver][INFO] - Train | Epoch 700 | 5/14 | 0.50 it/sec | Loss 0.2609 | Reco 0.2609 | Grad 3.7023
[2024-12-12 18:42:28,108][demucs.solver][INFO] - Train | Epoch 700 | 6/14 | 0.56 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 3.2331
[2024-12-12 18:42:28,770][demucs.solver][INFO] - Train | Epoch 700 | 7/14 | 0.60 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 3.2720
[2024-12-12 18:42:29,430][demucs.solver][INFO] - Train | Epoch 700 | 8/14 | 0.65 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 3.2664
[2024-12-12 18:42:30,097][demucs.solver][INFO] - Train | Epoch 700 | 9/14 | 0.69 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 3.1170
[2024-12-12 18:42:31,948][demucs.solver][INFO] - Train | Epoch 700 | 10/14 | 0.67 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 2.9504
[2024-12-12 18:42:32,601][demucs.solver][INFO] - Train | Epoch 700 | 11/14 | 0.70 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.9896
[2024-12-12 18:42:33,253][demucs.solver][INFO] - Train | Epoch 700 | 12/14 | 0.73 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.9656
[2024-12-12 18:42:33,906][demucs.solver][INFO] - Train | Epoch 700 | 13/14 | 0.76 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.9616
[2024-12-12 18:42:34,270][demucs.solver][INFO] - Train Summary | Epoch 700 | Loss=0.2478 | Reco=0.2478 | Grad=2.9616
[2024-12-12 18:42:34,271][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:42:34,271][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:42:36,790][demucs.solver][INFO] - Valid | Epoch 700 | 1/20 | 2.54 it/sec | Loss 0.5741 | Reco 0.5741 | Nsdr 1.268
[2024-12-12 18:42:36,988][demucs.solver][INFO] - Valid | Epoch 700 | 2/20 | 3.04 it/sec | Loss 0.4501 | Reco 0.4501 | Nsdr 1.013
[2024-12-12 18:42:37,212][demucs.solver][INFO] - Valid | Epoch 700 | 3/20 | 3.30 it/sec | Loss 0.4944 | Reco 0.4944 | Nsdr 1.104
[2024-12-12 18:42:37,411][demucs.solver][INFO] - Valid | Epoch 700 | 4/20 | 3.54 it/sec | Loss 0.5112 | Reco 0.5112 | Nsdr 1.148
[2024-12-12 18:42:37,568][demucs.solver][INFO] - Valid | Epoch 700 | 5/20 | 3.83 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.148
[2024-12-12 18:42:37,771][demucs.solver][INFO] - Valid | Epoch 700 | 6/20 | 3.95 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.171
[2024-12-12 18:42:37,948][demucs.solver][INFO] - Valid | Epoch 700 | 7/20 | 4.11 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.194
[2024-12-12 18:42:38,149][demucs.solver][INFO] - Valid | Epoch 700 | 8/20 | 4.19 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.190
[2024-12-12 18:42:38,371][demucs.solver][INFO] - Valid | Epoch 700 | 9/20 | 4.22 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.214
[2024-12-12 18:42:38,548][demucs.solver][INFO] - Valid | Epoch 700 | 10/20 | 4.32 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.201
[2024-12-12 18:42:38,704][demucs.solver][INFO] - Valid | Epoch 700 | 11/20 | 4.44 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.201
[2024-12-12 18:42:38,912][demucs.solver][INFO] - Valid | Epoch 700 | 12/20 | 4.47 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.182
[2024-12-12 18:42:39,090][demucs.solver][INFO] - Valid | Epoch 700 | 13/20 | 4.53 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.188
[2024-12-12 18:42:39,290][demucs.solver][INFO] - Valid | Epoch 700 | 14/20 | 4.56 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.197
[2024-12-12 18:42:39,492][demucs.solver][INFO] - Valid | Epoch 700 | 15/20 | 4.58 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.204
[2024-12-12 18:42:39,669][demucs.solver][INFO] - Valid | Epoch 700 | 16/20 | 4.63 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.211
[2024-12-12 18:42:39,842][demucs.solver][INFO] - Valid | Epoch 700 | 17/20 | 4.69 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.216
[2024-12-12 18:42:40,038][demucs.solver][INFO] - Valid | Epoch 700 | 18/20 | 4.71 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.180
[2024-12-12 18:42:40,213][demucs.solver][INFO] - Valid | Epoch 700 | 19/20 | 4.75 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.194
[2024-12-12 18:42:40,629][demucs.solver][INFO] - Valid Summary | Epoch 700 | Loss=0.5409 | Reco=0.5409 | Nsdr=1.194 | Best=0.5289 | Bname=main
[2024-12-12 18:42:40,629][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:42:40,629][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 18:42:54,940][demucs.evaluate][INFO] - Eval | 1/20 | 0.27 it/sec
[2024-12-12 18:42:58,471][demucs.evaluate][INFO] - Eval | 2/20 | 0.28 it/sec
[2024-12-12 18:43:02,154][demucs.evaluate][INFO] - Eval | 3/20 | 0.27 it/sec
[2024-12-12 18:43:05,667][demucs.evaluate][INFO] - Eval | 4/20 | 0.28 it/sec
[2024-12-12 18:43:09,371][demucs.evaluate][INFO] - Eval | 5/20 | 0.28 it/sec
[2024-12-12 18:43:13,138][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 18:43:16,703][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 18:43:20,442][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 18:43:24,041][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 18:43:27,574][demucs.evaluate][INFO] - Eval | 10/20 | 0.28 it/sec
[2024-12-12 18:43:31,186][demucs.evaluate][INFO] - Eval | 11/20 | 0.28 it/sec
[2024-12-12 18:43:34,793][demucs.evaluate][INFO] - Eval | 12/20 | 0.28 it/sec
[2024-12-12 18:43:38,306][demucs.evaluate][INFO] - Eval | 13/20 | 0.28 it/sec
[2024-12-12 18:43:41,896][demucs.evaluate][INFO] - Eval | 14/20 | 0.28 it/sec
[2024-12-12 18:43:45,478][demucs.evaluate][INFO] - Eval | 15/20 | 0.28 it/sec
[2024-12-12 18:43:49,102][demucs.evaluate][INFO] - Eval | 16/20 | 0.28 it/sec
[2024-12-12 18:43:52,704][demucs.evaluate][INFO] - Eval | 17/20 | 0.28 it/sec
[2024-12-12 18:43:56,245][demucs.evaluate][INFO] - Eval | 18/20 | 0.28 it/sec
[2024-12-12 18:43:59,749][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 18:43:59,769][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 104.62 it/sec
[2024-12-12 18:43:59,780][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 100.32 it/sec
[2024-12-12 18:43:59,790][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 101.06 it/sec
[2024-12-12 18:43:59,802][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 96.35 it/sec
[2024-12-12 18:43:59,811][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 98.58 it/sec
[2024-12-12 18:43:59,820][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 99.71 it/sec
[2024-12-12 18:43:59,830][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 99.51 it/sec
[2024-12-12 18:43:59,844][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 95.61 it/sec
[2024-12-12 18:43:59,854][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 96.40 it/sec
[2024-12-12 18:43:59,868][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 93.04 it/sec
[2024-12-12 18:43:59,878][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 93.73 it/sec
[2024-12-12 18:43:59,889][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 93.27 it/sec
[2024-12-12 18:43:59,899][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 93.92 it/sec
[2024-12-12 18:43:59,912][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 92.58 it/sec
[2024-12-12 18:43:59,923][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 92.43 it/sec
[2024-12-12 18:43:59,940][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 89.39 it/sec
[2024-12-12 18:43:59,949][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 90.55 it/sec
[2024-12-12 18:43:59,958][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 91.41 it/sec
[2024-12-12 18:43:59,967][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 92.18 it/sec
[2024-12-12 18:44:00,033][demucs.solver][INFO] - Test Summary | Epoch 700 | Nsdr=1.115 | Nsdr_drums=1.103 | Nsdr_bass=1.125 | Nsdr_other=1.108 | Nsdr_vocals=1.124
[2024-12-12 18:44:01,371][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:44:01,371][demucs.solver][INFO] - Training...
[2024-12-12 18:44:13,390][demucs.solver][INFO] - Train | Epoch 701 | 1/14 | 0.19 it/sec | Loss 0.2332 | Reco 0.2332 | Grad 2.4635
[2024-12-12 18:44:14,058][demucs.solver][INFO] - Train | Epoch 701 | 2/14 | 0.27 it/sec | Loss 0.2285 | Reco 0.2285 | Grad 1.8510
[2024-12-12 18:44:14,735][demucs.solver][INFO] - Train | Epoch 701 | 3/14 | 0.34 it/sec | Loss 0.2285 | Reco 0.2285 | Grad 1.5278
[2024-12-12 18:44:15,404][demucs.solver][INFO] - Train | Epoch 701 | 4/14 | 0.40 it/sec | Loss 0.2348 | Reco 0.2348 | Grad 1.4994
[2024-12-12 18:44:16,077][demucs.solver][INFO] - Train | Epoch 701 | 5/14 | 0.46 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.7081
[2024-12-12 18:44:16,737][demucs.solver][INFO] - Train | Epoch 701 | 6/14 | 0.51 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 1.5752
[2024-12-12 18:44:17,402][demucs.solver][INFO] - Train | Epoch 701 | 7/14 | 0.56 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.5750
[2024-12-12 18:44:18,063][demucs.solver][INFO] - Train | Epoch 701 | 8/14 | 0.60 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.6548
[2024-12-12 18:44:18,721][demucs.solver][INFO] - Train | Epoch 701 | 9/14 | 0.64 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 1.7021
[2024-12-12 18:44:19,376][demucs.solver][INFO] - Train | Epoch 701 | 10/14 | 0.67 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 1.5888
[2024-12-12 18:44:20,030][demucs.solver][INFO] - Train | Epoch 701 | 11/14 | 0.71 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.5604
[2024-12-12 18:44:20,685][demucs.solver][INFO] - Train | Epoch 701 | 12/14 | 0.74 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.5756
[2024-12-12 18:44:21,335][demucs.solver][INFO] - Train | Epoch 701 | 13/14 | 0.76 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.7421
[2024-12-12 18:44:21,665][demucs.solver][INFO] - Train Summary | Epoch 701 | Loss=0.2450 | Reco=0.2450 | Grad=1.7421
[2024-12-12 18:44:21,665][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:44:21,665][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:44:24,280][demucs.solver][INFO] - Valid | Epoch 701 | 1/20 | 1.98 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.267
[2024-12-12 18:44:24,638][demucs.solver][INFO] - Valid | Epoch 701 | 2/20 | 2.19 it/sec | Loss 0.4512 | Reco 0.4512 | Nsdr 1.009
[2024-12-12 18:44:25,122][demucs.solver][INFO] - Valid | Epoch 701 | 3/20 | 2.16 it/sec | Loss 0.4954 | Reco 0.4954 | Nsdr 1.103
[2024-12-12 18:44:25,448][demucs.solver][INFO] - Valid | Epoch 701 | 4/20 | 2.30 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.153
[2024-12-12 18:44:25,680][demucs.solver][INFO] - Valid | Epoch 701 | 5/20 | 2.49 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.150
[2024-12-12 18:44:26,053][demucs.solver][INFO] - Valid | Epoch 701 | 6/20 | 2.51 it/sec | Loss 0.5164 | Reco 0.5164 | Nsdr 1.172
[2024-12-12 18:44:26,385][demucs.solver][INFO] - Valid | Epoch 701 | 7/20 | 2.57 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.196
[2024-12-12 18:44:26,845][demucs.solver][INFO] - Valid | Epoch 701 | 8/20 | 2.52 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.195
[2024-12-12 18:44:27,120][demucs.solver][INFO] - Valid | Epoch 701 | 9/20 | 2.60 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.220
[2024-12-12 18:44:27,382][demucs.solver][INFO] - Valid | Epoch 701 | 10/20 | 2.67 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.205
[2024-12-12 18:44:27,846][demucs.solver][INFO] - Valid | Epoch 701 | 11/20 | 2.62 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.204
[2024-12-12 18:44:28,292][demucs.solver][INFO] - Valid | Epoch 701 | 12/20 | 2.59 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.185
[2024-12-12 18:44:28,625][demucs.solver][INFO] - Valid | Epoch 701 | 13/20 | 2.61 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.190
[2024-12-12 18:44:28,968][demucs.solver][INFO] - Valid | Epoch 701 | 14/20 | 2.63 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.199
[2024-12-12 18:44:29,224][demucs.solver][INFO] - Valid | Epoch 701 | 15/20 | 2.69 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.207
[2024-12-12 18:44:29,647][demucs.solver][INFO] - Valid | Epoch 701 | 16/20 | 2.67 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.214
[2024-12-12 18:44:29,988][demucs.solver][INFO] - Valid | Epoch 701 | 17/20 | 2.68 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.218
[2024-12-12 18:44:30,317][demucs.solver][INFO] - Valid | Epoch 701 | 18/20 | 2.70 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.181
[2024-12-12 18:44:31,005][demucs.solver][INFO] - Valid | Epoch 701 | 19/20 | 2.59 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.196
[2024-12-12 18:44:31,458][demucs.solver][INFO] - Valid Summary | Epoch 701 | Loss=0.5416 | Reco=0.5416 | Nsdr=1.196 | Best=0.5289 | Bname=main
[2024-12-12 18:44:32,844][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:44:32,844][demucs.solver][INFO] - Training...
[2024-12-12 18:44:45,614][demucs.solver][INFO] - Train | Epoch 702 | 1/14 | 0.18 it/sec | Loss 0.2233 | Reco 0.2233 | Grad 0.9067
[2024-12-12 18:44:46,752][demucs.solver][INFO] - Train | Epoch 702 | 2/14 | 0.24 it/sec | Loss 0.2285 | Reco 0.2285 | Grad 1.7585
[2024-12-12 18:44:47,639][demucs.solver][INFO] - Train | Epoch 702 | 3/14 | 0.30 it/sec | Loss 0.2275 | Reco 0.2275 | Grad 1.9198
[2024-12-12 18:44:48,315][demucs.solver][INFO] - Train | Epoch 702 | 4/14 | 0.36 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 2.5047
[2024-12-12 18:44:49,002][demucs.solver][INFO] - Train | Epoch 702 | 5/14 | 0.41 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 2.1652
[2024-12-12 18:44:49,675][demucs.solver][INFO] - Train | Epoch 702 | 6/14 | 0.46 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 2.4684
[2024-12-12 18:44:50,361][demucs.solver][INFO] - Train | Epoch 702 | 7/14 | 0.50 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.7951
[2024-12-12 18:44:51,061][demucs.solver][INFO] - Train | Epoch 702 | 8/14 | 0.54 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 2.8238
[2024-12-12 18:44:51,740][demucs.solver][INFO] - Train | Epoch 702 | 9/14 | 0.58 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 2.5762
[2024-12-12 18:44:52,397][demucs.solver][INFO] - Train | Epoch 702 | 10/14 | 0.61 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 2.7645
[2024-12-12 18:44:53,056][demucs.solver][INFO] - Train | Epoch 702 | 11/14 | 0.65 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.8635
[2024-12-12 18:44:53,714][demucs.solver][INFO] - Train | Epoch 702 | 12/14 | 0.68 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.9714
[2024-12-12 18:44:54,371][demucs.solver][INFO] - Train | Epoch 702 | 13/14 | 0.70 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.8724
[2024-12-12 18:44:54,703][demucs.solver][INFO] - Train Summary | Epoch 702 | Loss=0.2473 | Reco=0.2473 | Grad=2.8724
[2024-12-12 18:44:54,703][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:44:54,703][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:44:57,041][demucs.solver][INFO] - Valid | Epoch 702 | 1/20 | 2.70 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.271
[2024-12-12 18:44:57,285][demucs.solver][INFO] - Valid | Epoch 702 | 2/20 | 3.05 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.014
[2024-12-12 18:44:57,505][demucs.solver][INFO] - Valid | Epoch 702 | 3/20 | 3.32 it/sec | Loss 0.4943 | Reco 0.4943 | Nsdr 1.109
[2024-12-12 18:44:57,729][demucs.solver][INFO] - Valid | Epoch 702 | 4/20 | 3.50 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.156
[2024-12-12 18:44:57,928][demucs.solver][INFO] - Valid | Epoch 702 | 5/20 | 3.69 it/sec | Loss 0.5316 | Reco 0.5316 | Nsdr 1.155
[2024-12-12 18:44:58,129][demucs.solver][INFO] - Valid | Epoch 702 | 6/20 | 3.83 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.176
[2024-12-12 18:44:58,326][demucs.solver][INFO] - Valid | Epoch 702 | 7/20 | 3.95 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.200
[2024-12-12 18:44:58,505][demucs.solver][INFO] - Valid | Epoch 702 | 8/20 | 4.08 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.203
[2024-12-12 18:44:58,736][demucs.solver][INFO] - Valid | Epoch 702 | 9/20 | 4.11 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.226
[2024-12-12 18:44:58,892][demucs.solver][INFO] - Valid | Epoch 702 | 10/20 | 4.24 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.209
[2024-12-12 18:44:59,112][demucs.solver][INFO] - Valid | Epoch 702 | 11/20 | 4.27 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.207
[2024-12-12 18:44:59,311][demucs.solver][INFO] - Valid | Epoch 702 | 12/20 | 4.32 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.188
[2024-12-12 18:44:59,531][demucs.solver][INFO] - Valid | Epoch 702 | 13/20 | 4.33 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.191
[2024-12-12 18:44:59,755][demucs.solver][INFO] - Valid | Epoch 702 | 14/20 | 4.34 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.199
[2024-12-12 18:44:59,974][demucs.solver][INFO] - Valid | Epoch 702 | 15/20 | 4.36 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.207
[2024-12-12 18:45:00,173][demucs.solver][INFO] - Valid | Epoch 702 | 16/20 | 4.39 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.214
[2024-12-12 18:45:00,373][demucs.solver][INFO] - Valid | Epoch 702 | 17/20 | 4.42 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.218
[2024-12-12 18:45:00,592][demucs.solver][INFO] - Valid | Epoch 702 | 18/20 | 4.43 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.182
[2024-12-12 18:45:00,792][demucs.solver][INFO] - Valid | Epoch 702 | 19/20 | 4.45 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.195
[2024-12-12 18:45:01,252][demucs.solver][INFO] - Valid Summary | Epoch 702 | Loss=0.5413 | Reco=0.5413 | Nsdr=1.195 | Best=0.5289 | Bname=main
[2024-12-12 18:45:02,637][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:45:02,637][demucs.solver][INFO] - Training...
[2024-12-12 18:45:11,466][demucs.solver][INFO] - Train | Epoch 703 | 1/14 | 0.28 it/sec | Loss 0.2257 | Reco 0.2257 | Grad 3.5436
[2024-12-12 18:45:12,134][demucs.solver][INFO] - Train | Epoch 703 | 2/14 | 0.38 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 3.9935
[2024-12-12 18:45:12,799][demucs.solver][INFO] - Train | Epoch 703 | 3/14 | 0.47 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 3.3638
[2024-12-12 18:45:13,461][demucs.solver][INFO] - Train | Epoch 703 | 4/14 | 0.55 it/sec | Loss 0.2306 | Reco 0.2306 | Grad 2.7634
[2024-12-12 18:45:14,127][demucs.solver][INFO] - Train | Epoch 703 | 5/14 | 0.61 it/sec | Loss 0.2287 | Reco 0.2287 | Grad 2.4343
[2024-12-12 18:45:14,793][demucs.solver][INFO] - Train | Epoch 703 | 6/14 | 0.67 it/sec | Loss 0.2299 | Reco 0.2299 | Grad 2.5422
[2024-12-12 18:45:15,453][demucs.solver][INFO] - Train | Epoch 703 | 7/14 | 0.72 it/sec | Loss 0.2325 | Reco 0.2325 | Grad 2.6673
[2024-12-12 18:45:16,108][demucs.solver][INFO] - Train | Epoch 703 | 8/14 | 0.76 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 2.7651
[2024-12-12 18:45:16,765][demucs.solver][INFO] - Train | Epoch 703 | 9/14 | 0.80 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 2.5332
[2024-12-12 18:45:17,423][demucs.solver][INFO] - Train | Epoch 703 | 10/14 | 0.84 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 2.5340
[2024-12-12 18:45:18,076][demucs.solver][INFO] - Train | Epoch 703 | 11/14 | 0.87 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 2.6782
[2024-12-12 18:45:18,728][demucs.solver][INFO] - Train | Epoch 703 | 12/14 | 0.90 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 2.8356
[2024-12-12 18:45:19,379][demucs.solver][INFO] - Train | Epoch 703 | 13/14 | 0.93 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.7129
[2024-12-12 18:45:19,724][demucs.solver][INFO] - Train Summary | Epoch 703 | Loss=0.2395 | Reco=0.2395 | Grad=2.7129
[2024-12-12 18:45:19,725][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:45:19,725][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:45:22,677][demucs.solver][INFO] - Valid | Epoch 703 | 1/20 | 1.64 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.284
[2024-12-12 18:45:22,895][demucs.solver][INFO] - Valid | Epoch 703 | 2/20 | 2.09 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.020
[2024-12-12 18:45:23,074][demucs.solver][INFO] - Valid | Epoch 703 | 3/20 | 2.48 it/sec | Loss 0.4929 | Reco 0.4929 | Nsdr 1.119
[2024-12-12 18:45:23,230][demucs.solver][INFO] - Valid | Epoch 703 | 4/20 | 2.82 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.167
[2024-12-12 18:45:23,413][demucs.solver][INFO] - Valid | Epoch 703 | 5/20 | 3.07 it/sec | Loss 0.5302 | Reco 0.5302 | Nsdr 1.166
[2024-12-12 18:45:23,638][demucs.solver][INFO] - Valid | Epoch 703 | 6/20 | 3.21 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.187
[2024-12-12 18:45:23,843][demucs.solver][INFO] - Valid | Epoch 703 | 7/20 | 3.35 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.212
[2024-12-12 18:45:24,000][demucs.solver][INFO] - Valid | Epoch 703 | 8/20 | 3.54 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.212
[2024-12-12 18:45:24,202][demucs.solver][INFO] - Valid | Epoch 703 | 9/20 | 3.65 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.236
[2024-12-12 18:45:24,401][demucs.solver][INFO] - Valid | Epoch 703 | 10/20 | 3.74 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.219
[2024-12-12 18:45:24,600][demucs.solver][INFO] - Valid | Epoch 703 | 11/20 | 3.82 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.217
[2024-12-12 18:45:24,798][demucs.solver][INFO] - Valid | Epoch 703 | 12/20 | 3.89 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.196
[2024-12-12 18:45:24,975][demucs.solver][INFO] - Valid | Epoch 703 | 13/20 | 3.98 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.199
[2024-12-12 18:45:25,199][demucs.solver][INFO] - Valid | Epoch 703 | 14/20 | 4.01 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.208
[2024-12-12 18:45:25,379][demucs.solver][INFO] - Valid | Epoch 703 | 15/20 | 4.08 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.216
[2024-12-12 18:45:25,556][demucs.solver][INFO] - Valid | Epoch 703 | 16/20 | 4.15 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.222
[2024-12-12 18:45:25,776][demucs.solver][INFO] - Valid | Epoch 703 | 17/20 | 4.17 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.228
[2024-12-12 18:45:25,974][demucs.solver][INFO] - Valid | Epoch 703 | 18/20 | 4.21 it/sec | Loss 0.5414 | Reco 0.5414 | Nsdr 1.191
[2024-12-12 18:45:26,193][demucs.solver][INFO] - Valid | Epoch 703 | 19/20 | 4.22 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.206
[2024-12-12 18:45:26,598][demucs.solver][INFO] - Valid Summary | Epoch 703 | Loss=0.5395 | Reco=0.5395 | Nsdr=1.206 | Best=0.5289 | Bname=main
[2024-12-12 18:45:28,004][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:45:28,005][demucs.solver][INFO] - Training...
[2024-12-12 18:45:40,963][demucs.solver][INFO] - Train | Epoch 704 | 1/14 | 0.18 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 3.4523
[2024-12-12 18:45:41,623][demucs.solver][INFO] - Train | Epoch 704 | 2/14 | 0.25 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 3.0607
[2024-12-12 18:45:42,795][demucs.solver][INFO] - Train | Epoch 704 | 3/14 | 0.30 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 3.2305
[2024-12-12 18:45:43,749][demucs.solver][INFO] - Train | Epoch 704 | 4/14 | 0.36 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.7297
[2024-12-12 18:45:44,485][demucs.solver][INFO] - Train | Epoch 704 | 5/14 | 0.40 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.5938
[2024-12-12 18:45:45,205][demucs.solver][INFO] - Train | Epoch 704 | 6/14 | 0.45 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.6578
[2024-12-12 18:45:45,892][demucs.solver][INFO] - Train | Epoch 704 | 7/14 | 0.49 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 3.0506
[2024-12-12 18:45:46,612][demucs.solver][INFO] - Train | Epoch 704 | 8/14 | 0.53 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 3.1100
[2024-12-12 18:45:47,266][demucs.solver][INFO] - Train | Epoch 704 | 9/14 | 0.57 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 3.1710
[2024-12-12 18:45:47,928][demucs.solver][INFO] - Train | Epoch 704 | 10/14 | 0.60 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 3.2461
[2024-12-12 18:45:48,580][demucs.solver][INFO] - Train | Epoch 704 | 11/14 | 0.63 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 3.1993
[2024-12-12 18:45:49,245][demucs.solver][INFO] - Train | Epoch 704 | 12/14 | 0.66 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 3.3179
[2024-12-12 18:45:49,903][demucs.solver][INFO] - Train | Epoch 704 | 13/14 | 0.69 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 3.3013
[2024-12-12 18:45:50,241][demucs.solver][INFO] - Train Summary | Epoch 704 | Loss=0.2488 | Reco=0.2488 | Grad=3.3013
[2024-12-12 18:45:50,241][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:45:50,242][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:45:52,796][demucs.solver][INFO] - Valid | Epoch 704 | 1/20 | 2.18 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.374
[2024-12-12 18:45:53,033][demucs.solver][INFO] - Valid | Epoch 704 | 2/20 | 2.60 it/sec | Loss 0.4448 | Reco 0.4448 | Nsdr 1.095
[2024-12-12 18:45:53,294][demucs.solver][INFO] - Valid | Epoch 704 | 3/20 | 2.82 it/sec | Loss 0.4882 | Reco 0.4882 | Nsdr 1.195
[2024-12-12 18:45:53,808][demucs.solver][INFO] - Valid | Epoch 704 | 4/20 | 2.59 it/sec | Loss 0.5044 | Reco 0.5044 | Nsdr 1.249
[2024-12-12 18:45:54,239][demucs.solver][INFO] - Valid | Epoch 704 | 5/20 | 2.54 it/sec | Loss 0.5244 | Reco 0.5244 | Nsdr 1.248
[2024-12-12 18:45:54,451][demucs.solver][INFO] - Valid | Epoch 704 | 6/20 | 2.72 it/sec | Loss 0.5086 | Reco 0.5086 | Nsdr 1.267
[2024-12-12 18:45:54,615][demucs.solver][INFO] - Valid | Epoch 704 | 7/20 | 2.92 it/sec | Loss 0.5290 | Reco 0.5290 | Nsdr 1.294
[2024-12-12 18:45:54,815][demucs.solver][INFO] - Valid | Epoch 704 | 8/20 | 3.06 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.298
[2024-12-12 18:45:54,999][demucs.solver][INFO] - Valid | Epoch 704 | 9/20 | 3.20 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.322
[2024-12-12 18:45:55,175][demucs.solver][INFO] - Valid | Epoch 704 | 10/20 | 3.34 it/sec | Loss 0.5354 | Reco 0.5354 | Nsdr 1.305
[2024-12-12 18:45:55,375][demucs.solver][INFO] - Valid | Epoch 704 | 11/20 | 3.43 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.302
[2024-12-12 18:45:55,579][demucs.solver][INFO] - Valid | Epoch 704 | 12/20 | 3.51 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.281
[2024-12-12 18:45:55,781][demucs.solver][INFO] - Valid | Epoch 704 | 13/20 | 3.59 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.283
[2024-12-12 18:45:55,958][demucs.solver][INFO] - Valid | Epoch 704 | 14/20 | 3.68 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.292
[2024-12-12 18:45:56,158][demucs.solver][INFO] - Valid | Epoch 704 | 15/20 | 3.74 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.300
[2024-12-12 18:45:56,337][demucs.solver][INFO] - Valid | Epoch 704 | 16/20 | 3.81 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.306
[2024-12-12 18:45:56,556][demucs.solver][INFO] - Valid | Epoch 704 | 17/20 | 3.85 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.312
[2024-12-12 18:45:56,774][demucs.solver][INFO] - Valid | Epoch 704 | 18/20 | 3.88 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.274
[2024-12-12 18:45:56,972][demucs.solver][INFO] - Valid | Epoch 704 | 19/20 | 3.93 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.288
[2024-12-12 18:45:57,422][demucs.solver][INFO] - Valid Summary | Epoch 704 | Loss=0.5342 | Reco=0.5342 | Nsdr=1.288 | Best=0.5289 | Bname=main
[2024-12-12 18:45:58,946][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:45:58,947][demucs.solver][INFO] - Training...
[2024-12-12 18:46:06,128][demucs.solver][INFO] - Train | Epoch 705 | 1/14 | 0.37 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 3.1290
[2024-12-12 18:46:06,803][demucs.solver][INFO] - Train | Epoch 705 | 2/14 | 0.49 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 3.5502
[2024-12-12 18:46:08,716][demucs.solver][INFO] - Train | Epoch 705 | 3/14 | 0.50 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 3.4680
[2024-12-12 18:46:12,940][demucs.solver][INFO] - Train | Epoch 705 | 4/14 | 0.41 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 3.2366
[2024-12-12 18:46:13,591][demucs.solver][INFO] - Train | Epoch 705 | 5/14 | 0.46 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 3.0377
[2024-12-12 18:46:14,245][demucs.solver][INFO] - Train | Epoch 705 | 6/14 | 0.52 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 2.9621
[2024-12-12 18:46:14,898][demucs.solver][INFO] - Train | Epoch 705 | 7/14 | 0.56 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 3.0643
[2024-12-12 18:46:15,549][demucs.solver][INFO] - Train | Epoch 705 | 8/14 | 0.60 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 3.0161
[2024-12-12 18:46:16,200][demucs.solver][INFO] - Train | Epoch 705 | 9/14 | 0.64 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 3.0620
[2024-12-12 18:46:16,856][demucs.solver][INFO] - Train | Epoch 705 | 10/14 | 0.68 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.9452
[2024-12-12 18:46:17,505][demucs.solver][INFO] - Train | Epoch 705 | 11/14 | 0.71 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.7816
[2024-12-12 18:46:18,155][demucs.solver][INFO] - Train | Epoch 705 | 12/14 | 0.74 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.7069
[2024-12-12 18:46:18,804][demucs.solver][INFO] - Train | Epoch 705 | 13/14 | 0.77 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.7503
[2024-12-12 18:46:19,145][demucs.solver][INFO] - Train Summary | Epoch 705 | Loss=0.2480 | Reco=0.2480 | Grad=2.7503
[2024-12-12 18:46:19,145][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:46:19,145][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:46:22,799][demucs.solver][INFO] - Valid | Epoch 705 | 1/20 | 0.97 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.316
[2024-12-12 18:46:23,732][demucs.solver][INFO] - Valid | Epoch 705 | 2/20 | 1.00 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.042
[2024-12-12 18:46:24,616][demucs.solver][INFO] - Valid | Epoch 705 | 3/20 | 1.03 it/sec | Loss 0.4925 | Reco 0.4925 | Nsdr 1.146
[2024-12-12 18:46:25,512][demucs.solver][INFO] - Valid | Epoch 705 | 4/20 | 1.05 it/sec | Loss 0.5086 | Reco 0.5086 | Nsdr 1.205
[2024-12-12 18:46:26,176][demucs.solver][INFO] - Valid | Epoch 705 | 5/20 | 1.10 it/sec | Loss 0.5279 | Reco 0.5279 | Nsdr 1.215
[2024-12-12 18:46:26,757][demucs.solver][INFO] - Valid | Epoch 705 | 6/20 | 1.16 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.236
[2024-12-12 18:46:27,158][demucs.solver][INFO] - Valid | Epoch 705 | 7/20 | 1.25 it/sec | Loss 0.5324 | Reco 0.5324 | Nsdr 1.262
[2024-12-12 18:46:27,548][demucs.solver][INFO] - Valid | Epoch 705 | 8/20 | 1.32 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.269
[2024-12-12 18:46:27,765][demucs.solver][INFO] - Valid | Epoch 705 | 9/20 | 1.42 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.296
[2024-12-12 18:46:28,042][demucs.solver][INFO] - Valid | Epoch 705 | 10/20 | 1.51 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.275
[2024-12-12 18:46:28,302][demucs.solver][INFO] - Valid | Epoch 705 | 11/20 | 1.59 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.272
[2024-12-12 18:46:28,619][demucs.solver][INFO] - Valid | Epoch 705 | 12/20 | 1.65 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.251
[2024-12-12 18:46:28,900][demucs.solver][INFO] - Valid | Epoch 705 | 13/20 | 1.72 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.254
[2024-12-12 18:46:29,202][demucs.solver][INFO] - Valid | Epoch 705 | 14/20 | 1.77 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.264
[2024-12-12 18:46:29,394][demucs.solver][INFO] - Valid | Epoch 705 | 15/20 | 1.85 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.273
[2024-12-12 18:46:29,663][demucs.solver][INFO] - Valid | Epoch 705 | 16/20 | 1.91 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.278
[2024-12-12 18:46:29,926][demucs.solver][INFO] - Valid | Epoch 705 | 17/20 | 1.96 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.283
[2024-12-12 18:46:30,178][demucs.solver][INFO] - Valid | Epoch 705 | 18/20 | 2.01 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.243
[2024-12-12 18:46:30,384][demucs.solver][INFO] - Valid | Epoch 705 | 19/20 | 2.07 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.259
[2024-12-12 18:46:30,971][demucs.solver][INFO] - Valid Summary | Epoch 705 | Loss=0.5368 | Reco=0.5368 | Nsdr=1.259 | Best=0.5289 | Bname=main
[2024-12-12 18:46:32,358][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:46:32,359][demucs.solver][INFO] - Training...
[2024-12-12 18:46:41,298][demucs.solver][INFO] - Train | Epoch 706 | 1/14 | 0.28 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 1.1508
[2024-12-12 18:46:41,962][demucs.solver][INFO] - Train | Epoch 706 | 2/14 | 0.38 it/sec | Loss 0.2587 | Reco 0.2587 | Grad 0.9120
[2024-12-12 18:46:42,627][demucs.solver][INFO] - Train | Epoch 706 | 3/14 | 0.47 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 0.8183
[2024-12-12 18:46:43,288][demucs.solver][INFO] - Train | Epoch 706 | 4/14 | 0.54 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 1.0373
[2024-12-12 18:46:43,956][demucs.solver][INFO] - Train | Epoch 706 | 5/14 | 0.61 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 0.9105
[2024-12-12 18:46:44,615][demucs.solver][INFO] - Train | Epoch 706 | 6/14 | 0.66 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 1.4669
[2024-12-12 18:46:45,274][demucs.solver][INFO] - Train | Epoch 706 | 7/14 | 0.71 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 1.3195
[2024-12-12 18:46:45,922][demucs.solver][INFO] - Train | Epoch 706 | 8/14 | 0.76 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.6071
[2024-12-12 18:46:46,574][demucs.solver][INFO] - Train | Epoch 706 | 9/14 | 0.80 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.8916
[2024-12-12 18:46:47,229][demucs.solver][INFO] - Train | Epoch 706 | 10/14 | 0.84 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 1.8072
[2024-12-12 18:46:47,878][demucs.solver][INFO] - Train | Epoch 706 | 11/14 | 0.87 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.9138
[2024-12-12 18:46:48,527][demucs.solver][INFO] - Train | Epoch 706 | 12/14 | 0.90 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 2.0230
[2024-12-12 18:46:49,176][demucs.solver][INFO] - Train | Epoch 706 | 13/14 | 0.93 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.9689
[2024-12-12 18:46:49,559][demucs.solver][INFO] - Train Summary | Epoch 706 | Loss=0.2492 | Reco=0.2492 | Grad=1.9689
[2024-12-12 18:46:49,560][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:46:49,560][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:46:53,249][demucs.solver][INFO] - Valid | Epoch 706 | 1/20 | 0.93 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.262
[2024-12-12 18:46:54,065][demucs.solver][INFO] - Valid | Epoch 706 | 2/20 | 1.01 it/sec | Loss 0.4509 | Reco 0.4509 | Nsdr 1.017
[2024-12-12 18:46:54,915][demucs.solver][INFO] - Valid | Epoch 706 | 3/20 | 1.05 it/sec | Loss 0.4958 | Reco 0.4958 | Nsdr 1.092
[2024-12-12 18:46:55,714][demucs.solver][INFO] - Valid | Epoch 706 | 4/20 | 1.08 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.136
[2024-12-12 18:46:55,912][demucs.solver][INFO] - Valid | Epoch 706 | 5/20 | 1.24 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.133
[2024-12-12 18:46:56,066][demucs.solver][INFO] - Valid | Epoch 706 | 6/20 | 1.41 it/sec | Loss 0.5173 | Reco 0.5173 | Nsdr 1.154
[2024-12-12 18:46:56,242][demucs.solver][INFO] - Valid | Epoch 706 | 7/20 | 1.55 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.171
[2024-12-12 18:46:56,471][demucs.solver][INFO] - Valid | Epoch 706 | 8/20 | 1.67 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.171
[2024-12-12 18:46:56,675][demucs.solver][INFO] - Valid | Epoch 706 | 9/20 | 1.79 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.194
[2024-12-12 18:46:56,874][demucs.solver][INFO] - Valid | Epoch 706 | 10/20 | 1.90 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.180
[2024-12-12 18:46:57,073][demucs.solver][INFO] - Valid | Epoch 706 | 11/20 | 2.01 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.180
[2024-12-12 18:46:57,227][demucs.solver][INFO] - Valid | Epoch 706 | 12/20 | 2.12 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.161
[2024-12-12 18:46:57,425][demucs.solver][INFO] - Valid | Epoch 706 | 13/20 | 2.21 it/sec | Loss 0.5692 | Reco 0.5692 | Nsdr 1.166
[2024-12-12 18:46:57,602][demucs.solver][INFO] - Valid | Epoch 706 | 14/20 | 2.30 it/sec | Loss 0.5667 | Reco 0.5667 | Nsdr 1.173
[2024-12-12 18:46:57,798][demucs.solver][INFO] - Valid | Epoch 706 | 15/20 | 2.39 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.181
[2024-12-12 18:46:58,016][demucs.solver][INFO] - Valid | Epoch 706 | 16/20 | 2.46 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.189
[2024-12-12 18:46:58,212][demucs.solver][INFO] - Valid | Epoch 706 | 17/20 | 2.53 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.195
[2024-12-12 18:46:58,386][demucs.solver][INFO] - Valid | Epoch 706 | 18/20 | 2.60 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.161
[2024-12-12 18:46:58,582][demucs.solver][INFO] - Valid | Epoch 706 | 19/20 | 2.67 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.173
[2024-12-12 18:46:58,979][demucs.solver][INFO] - Valid Summary | Epoch 706 | Loss=0.5429 | Reco=0.5429 | Nsdr=1.173 | Best=0.5289 | Bname=main
[2024-12-12 18:47:00,483][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:47:00,484][demucs.solver][INFO] - Training...
[2024-12-12 18:47:09,111][demucs.solver][INFO] - Train | Epoch 707 | 1/14 | 0.28 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.9933
[2024-12-12 18:47:10,321][demucs.solver][INFO] - Train | Epoch 707 | 2/14 | 0.36 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 2.0479
[2024-12-12 18:47:11,465][demucs.solver][INFO] - Train | Epoch 707 | 3/14 | 0.43 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 2.4069
[2024-12-12 18:47:12,691][demucs.solver][INFO] - Train | Epoch 707 | 4/14 | 0.47 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 2.2827
[2024-12-12 18:47:13,782][demucs.solver][INFO] - Train | Epoch 707 | 5/14 | 0.51 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 2.2245
[2024-12-12 18:47:14,443][demucs.solver][INFO] - Train | Epoch 707 | 6/14 | 0.57 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.0342
[2024-12-12 18:47:15,102][demucs.solver][INFO] - Train | Epoch 707 | 7/14 | 0.61 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 2.1021
[2024-12-12 18:47:15,759][demucs.solver][INFO] - Train | Epoch 707 | 8/14 | 0.66 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.2565
[2024-12-12 18:47:16,421][demucs.solver][INFO] - Train | Epoch 707 | 9/14 | 0.70 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.1895
[2024-12-12 18:47:17,133][demucs.solver][INFO] - Train | Epoch 707 | 10/14 | 0.73 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.0666
[2024-12-12 18:47:17,831][demucs.solver][INFO] - Train | Epoch 707 | 11/14 | 0.76 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 2.2388
[2024-12-12 18:47:18,534][demucs.solver][INFO] - Train | Epoch 707 | 12/14 | 0.79 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 2.2963
[2024-12-12 18:47:19,204][demucs.solver][INFO] - Train | Epoch 707 | 13/14 | 0.82 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.2816
[2024-12-12 18:47:19,525][demucs.solver][INFO] - Train Summary | Epoch 707 | Loss=0.2449 | Reco=0.2449 | Grad=2.2816
[2024-12-12 18:47:19,526][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:47:19,526][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:47:21,963][demucs.solver][INFO] - Valid | Epoch 707 | 1/20 | 2.58 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.280
[2024-12-12 18:47:22,322][demucs.solver][INFO] - Valid | Epoch 707 | 2/20 | 2.64 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.021
[2024-12-12 18:47:22,557][demucs.solver][INFO] - Valid | Epoch 707 | 3/20 | 2.92 it/sec | Loss 0.4945 | Reco 0.4945 | Nsdr 1.113
[2024-12-12 18:47:22,781][demucs.solver][INFO] - Valid | Epoch 707 | 4/20 | 3.14 it/sec | Loss 0.5112 | Reco 0.5112 | Nsdr 1.158
[2024-12-12 18:47:22,980][demucs.solver][INFO] - Valid | Epoch 707 | 5/20 | 3.34 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.159
[2024-12-12 18:47:23,207][demucs.solver][INFO] - Valid | Epoch 707 | 6/20 | 3.46 it/sec | Loss 0.5153 | Reco 0.5153 | Nsdr 1.179
[2024-12-12 18:47:23,430][demucs.solver][INFO] - Valid | Epoch 707 | 7/20 | 3.57 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.204
[2024-12-12 18:47:23,584][demucs.solver][INFO] - Valid | Epoch 707 | 8/20 | 3.75 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.204
[2024-12-12 18:47:23,788][demucs.solver][INFO] - Valid | Epoch 707 | 9/20 | 3.84 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.228
[2024-12-12 18:47:23,987][demucs.solver][INFO] - Valid | Epoch 707 | 10/20 | 3.93 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.212
[2024-12-12 18:47:24,162][demucs.solver][INFO] - Valid | Epoch 707 | 11/20 | 4.03 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.210
[2024-12-12 18:47:24,380][demucs.solver][INFO] - Valid | Epoch 707 | 12/20 | 4.07 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.190
[2024-12-12 18:47:24,576][demucs.solver][INFO] - Valid | Epoch 707 | 13/20 | 4.13 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.193
[2024-12-12 18:47:24,779][demucs.solver][INFO] - Valid | Epoch 707 | 14/20 | 4.18 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.201
[2024-12-12 18:47:24,982][demucs.solver][INFO] - Valid | Epoch 707 | 15/20 | 4.22 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.209
[2024-12-12 18:47:25,136][demucs.solver][INFO] - Valid | Epoch 707 | 16/20 | 4.30 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.216
[2024-12-12 18:47:25,291][demucs.solver][INFO] - Valid | Epoch 707 | 17/20 | 4.39 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.221
[2024-12-12 18:47:25,470][demucs.solver][INFO] - Valid | Epoch 707 | 18/20 | 4.44 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.186
[2024-12-12 18:47:25,666][demucs.solver][INFO] - Valid | Epoch 707 | 19/20 | 4.46 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.199
[2024-12-12 18:47:26,103][demucs.solver][INFO] - Valid Summary | Epoch 707 | Loss=0.5409 | Reco=0.5409 | Nsdr=1.199 | Best=0.5289 | Bname=main
[2024-12-12 18:47:27,500][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:47:27,501][demucs.solver][INFO] - Training...
[2024-12-12 18:47:35,042][demucs.solver][INFO] - Train | Epoch 708 | 1/14 | 0.35 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 3.2252
[2024-12-12 18:47:40,155][demucs.solver][INFO] - Train | Epoch 708 | 2/14 | 0.28 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 3.0570
[2024-12-12 18:47:40,822][demucs.solver][INFO] - Train | Epoch 708 | 3/14 | 0.35 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 3.0896
[2024-12-12 18:47:41,492][demucs.solver][INFO] - Train | Epoch 708 | 4/14 | 0.41 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 3.3384
[2024-12-12 18:47:42,173][demucs.solver][INFO] - Train | Epoch 708 | 5/14 | 0.47 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 2.8405
[2024-12-12 18:47:42,843][demucs.solver][INFO] - Train | Epoch 708 | 6/14 | 0.52 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 2.9512
[2024-12-12 18:47:43,505][demucs.solver][INFO] - Train | Epoch 708 | 7/14 | 0.57 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 3.0513
[2024-12-12 18:47:44,179][demucs.solver][INFO] - Train | Epoch 708 | 8/14 | 0.61 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 3.0363
[2024-12-12 18:47:44,846][demucs.solver][INFO] - Train | Epoch 708 | 9/14 | 0.65 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.7908
[2024-12-12 18:47:45,507][demucs.solver][INFO] - Train | Epoch 708 | 10/14 | 0.68 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.6389
[2024-12-12 18:47:46,159][demucs.solver][INFO] - Train | Epoch 708 | 11/14 | 0.71 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 2.6582
[2024-12-12 18:47:46,811][demucs.solver][INFO] - Train | Epoch 708 | 12/14 | 0.75 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.7090
[2024-12-12 18:47:47,466][demucs.solver][INFO] - Train | Epoch 708 | 13/14 | 0.77 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.6098
[2024-12-12 18:47:47,802][demucs.solver][INFO] - Train Summary | Epoch 708 | Loss=0.2432 | Reco=0.2432 | Grad=2.6098
[2024-12-12 18:47:47,803][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:47:47,803][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:47:50,420][demucs.solver][INFO] - Valid | Epoch 708 | 1/20 | 2.33 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.280
[2024-12-12 18:47:50,680][demucs.solver][INFO] - Valid | Epoch 708 | 2/20 | 2.68 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.017
[2024-12-12 18:47:51,377][demucs.solver][INFO] - Valid | Epoch 708 | 3/20 | 2.20 it/sec | Loss 0.4947 | Reco 0.4947 | Nsdr 1.106
[2024-12-12 18:47:51,942][demucs.solver][INFO] - Valid | Epoch 708 | 4/20 | 2.10 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.157
[2024-12-12 18:47:52,517][demucs.solver][INFO] - Valid | Epoch 708 | 5/20 | 2.03 it/sec | Loss 0.5317 | Reco 0.5317 | Nsdr 1.161
[2024-12-12 18:47:53,295][demucs.solver][INFO] - Valid | Epoch 708 | 6/20 | 1.88 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.181
[2024-12-12 18:47:54,166][demucs.solver][INFO] - Valid | Epoch 708 | 7/20 | 1.74 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.202
[2024-12-12 18:47:55,080][demucs.solver][INFO] - Valid | Epoch 708 | 8/20 | 1.63 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.204
[2024-12-12 18:47:56,012][demucs.solver][INFO] - Valid | Epoch 708 | 9/20 | 1.55 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.228
[2024-12-12 18:47:56,847][demucs.solver][INFO] - Valid | Epoch 708 | 10/20 | 1.51 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.212
[2024-12-12 18:47:57,696][demucs.solver][INFO] - Valid | Epoch 708 | 11/20 | 1.48 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.210
[2024-12-12 18:47:58,268][demucs.solver][INFO] - Valid | Epoch 708 | 12/20 | 1.49 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.189
[2024-12-12 18:47:58,963][demucs.solver][INFO] - Valid | Epoch 708 | 13/20 | 1.49 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.194
[2024-12-12 18:47:59,368][demucs.solver][INFO] - Valid | Epoch 708 | 14/20 | 1.53 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.202
[2024-12-12 18:47:59,616][demucs.solver][INFO] - Valid | Epoch 708 | 15/20 | 1.59 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.209
[2024-12-12 18:47:59,990][demucs.solver][INFO] - Valid | Epoch 708 | 16/20 | 1.63 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.216
[2024-12-12 18:48:00,212][demucs.solver][INFO] - Valid | Epoch 708 | 17/20 | 1.69 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.221
[2024-12-12 18:48:00,478][demucs.solver][INFO] - Valid | Epoch 708 | 18/20 | 1.74 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.184
[2024-12-12 18:48:00,701][demucs.solver][INFO] - Valid | Epoch 708 | 19/20 | 1.80 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.197
[2024-12-12 18:48:01,094][demucs.solver][INFO] - Valid Summary | Epoch 708 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.197 | Best=0.5289 | Bname=main
[2024-12-12 18:48:02,482][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:48:02,483][demucs.solver][INFO] - Training...
[2024-12-12 18:48:13,116][demucs.solver][INFO] - Train | Epoch 709 | 1/14 | 0.22 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.1615
[2024-12-12 18:48:13,778][demucs.solver][INFO] - Train | Epoch 709 | 2/14 | 0.31 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 1.8588
[2024-12-12 18:48:14,441][demucs.solver][INFO] - Train | Epoch 709 | 3/14 | 0.39 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 1.7599
[2024-12-12 18:48:15,103][demucs.solver][INFO] - Train | Epoch 709 | 4/14 | 0.46 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 1.5274
[2024-12-12 18:48:15,760][demucs.solver][INFO] - Train | Epoch 709 | 5/14 | 0.52 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.3783
[2024-12-12 18:48:16,417][demucs.solver][INFO] - Train | Epoch 709 | 6/14 | 0.57 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 1.7494
[2024-12-12 18:48:17,074][demucs.solver][INFO] - Train | Epoch 709 | 7/14 | 0.62 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 1.8106
[2024-12-12 18:48:17,732][demucs.solver][INFO] - Train | Epoch 709 | 8/14 | 0.66 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.6307
[2024-12-12 18:48:18,392][demucs.solver][INFO] - Train | Epoch 709 | 9/14 | 0.70 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 1.7911
[2024-12-12 18:48:19,793][demucs.solver][INFO] - Train | Epoch 709 | 10/14 | 0.70 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.8594
[2024-12-12 18:48:20,952][demucs.solver][INFO] - Train | Epoch 709 | 11/14 | 0.71 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 1.8425
[2024-12-12 18:48:22,166][demucs.solver][INFO] - Train | Epoch 709 | 12/14 | 0.72 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.8629
[2024-12-12 18:48:23,381][demucs.solver][INFO] - Train | Epoch 709 | 13/14 | 0.73 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.8062
[2024-12-12 18:48:23,760][demucs.solver][INFO] - Train Summary | Epoch 709 | Loss=0.2473 | Reco=0.2473 | Grad=1.8062
[2024-12-12 18:48:23,760][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:48:23,760][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:48:26,728][demucs.solver][INFO] - Valid | Epoch 709 | 1/20 | 1.68 it/sec | Loss 0.5737 | Reco 0.5737 | Nsdr 1.281
[2024-12-12 18:48:27,028][demucs.solver][INFO] - Valid | Epoch 709 | 2/20 | 2.01 it/sec | Loss 0.4498 | Reco 0.4498 | Nsdr 1.020
[2024-12-12 18:48:27,327][demucs.solver][INFO] - Valid | Epoch 709 | 3/20 | 2.24 it/sec | Loss 0.4940 | Reco 0.4940 | Nsdr 1.115
[2024-12-12 18:48:27,655][demucs.solver][INFO] - Valid | Epoch 709 | 4/20 | 2.36 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.159
[2024-12-12 18:48:27,948][demucs.solver][INFO] - Valid | Epoch 709 | 5/20 | 2.49 it/sec | Loss 0.5317 | Reco 0.5317 | Nsdr 1.156
[2024-12-12 18:48:28,262][demucs.solver][INFO] - Valid | Epoch 709 | 6/20 | 2.57 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.176
[2024-12-12 18:48:28,511][demucs.solver][INFO] - Valid | Epoch 709 | 7/20 | 2.69 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.198
[2024-12-12 18:48:28,842][demucs.solver][INFO] - Valid | Epoch 709 | 8/20 | 2.72 it/sec | Loss 0.5530 | Reco 0.5530 | Nsdr 1.197
[2024-12-12 18:48:29,122][demucs.solver][INFO] - Valid | Epoch 709 | 9/20 | 2.79 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.220
[2024-12-12 18:48:29,356][demucs.solver][INFO] - Valid | Epoch 709 | 10/20 | 2.88 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.205
[2024-12-12 18:48:29,554][demucs.solver][INFO] - Valid | Epoch 709 | 11/20 | 2.99 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.204
[2024-12-12 18:48:29,812][demucs.solver][INFO] - Valid | Epoch 709 | 12/20 | 3.04 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.184
[2024-12-12 18:48:30,042][demucs.solver][INFO] - Valid | Epoch 709 | 13/20 | 3.11 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.186
[2024-12-12 18:48:30,226][demucs.solver][INFO] - Valid | Epoch 709 | 14/20 | 3.20 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.195
[2024-12-12 18:48:30,380][demucs.solver][INFO] - Valid | Epoch 709 | 15/20 | 3.30 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.202
[2024-12-12 18:48:30,560][demucs.solver][INFO] - Valid | Epoch 709 | 16/20 | 3.39 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.208
[2024-12-12 18:48:30,758][demucs.solver][INFO] - Valid | Epoch 709 | 17/20 | 3.45 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.216
[2024-12-12 18:48:30,976][demucs.solver][INFO] - Valid | Epoch 709 | 18/20 | 3.49 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.180
[2024-12-12 18:48:31,179][demucs.solver][INFO] - Valid | Epoch 709 | 19/20 | 3.55 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.194
[2024-12-12 18:48:31,593][demucs.solver][INFO] - Valid Summary | Epoch 709 | Loss=0.5410 | Reco=0.5410 | Nsdr=1.194 | Best=0.5289 | Bname=main
[2024-12-12 18:48:33,004][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:48:33,004][demucs.solver][INFO] - Training...
[2024-12-12 18:48:41,392][demucs.solver][INFO] - Train | Epoch 710 | 1/14 | 0.29 it/sec | Loss 0.2639 | Reco 0.2639 | Grad 3.2349
[2024-12-12 18:48:42,064][demucs.solver][INFO] - Train | Epoch 710 | 2/14 | 0.40 it/sec | Loss 0.2733 | Reco 0.2733 | Grad 2.9748
[2024-12-12 18:48:42,737][demucs.solver][INFO] - Train | Epoch 710 | 3/14 | 0.49 it/sec | Loss 0.2649 | Reco 0.2649 | Grad 2.8147
[2024-12-12 18:48:43,413][demucs.solver][INFO] - Train | Epoch 710 | 4/14 | 0.57 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 2.5091
[2024-12-12 18:48:44,077][demucs.solver][INFO] - Train | Epoch 710 | 5/14 | 0.63 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 2.7636
[2024-12-12 18:48:44,739][demucs.solver][INFO] - Train | Epoch 710 | 6/14 | 0.69 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.7627
[2024-12-12 18:48:45,399][demucs.solver][INFO] - Train | Epoch 710 | 7/14 | 0.74 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 2.4680
[2024-12-12 18:48:46,068][demucs.solver][INFO] - Train | Epoch 710 | 8/14 | 0.78 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.2805
[2024-12-12 18:48:46,728][demucs.solver][INFO] - Train | Epoch 710 | 9/14 | 0.82 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.5934
[2024-12-12 18:48:47,383][demucs.solver][INFO] - Train | Epoch 710 | 10/14 | 0.86 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.6544
[2024-12-12 18:48:48,046][demucs.solver][INFO] - Train | Epoch 710 | 11/14 | 0.89 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.4681
[2024-12-12 18:48:48,708][demucs.solver][INFO] - Train | Epoch 710 | 12/14 | 0.92 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 2.4108
[2024-12-12 18:48:49,456][demucs.solver][INFO] - Train | Epoch 710 | 13/14 | 0.94 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 2.4884
[2024-12-12 18:48:49,795][demucs.solver][INFO] - Train Summary | Epoch 710 | Loss=0.2398 | Reco=0.2398 | Grad=2.4884
[2024-12-12 18:48:49,796][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:48:49,796][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:48:53,385][demucs.solver][INFO] - Valid | Epoch 710 | 1/20 | 1.07 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.317
[2024-12-12 18:48:54,246][demucs.solver][INFO] - Valid | Epoch 710 | 2/20 | 1.10 it/sec | Loss 0.4472 | Reco 0.4472 | Nsdr 1.055
[2024-12-12 18:48:54,947][demucs.solver][INFO] - Valid | Epoch 710 | 3/20 | 1.17 it/sec | Loss 0.4913 | Reco 0.4913 | Nsdr 1.146
[2024-12-12 18:48:55,295][demucs.solver][INFO] - Valid | Epoch 710 | 4/20 | 1.32 it/sec | Loss 0.5081 | Reco 0.5081 | Nsdr 1.191
[2024-12-12 18:48:55,518][demucs.solver][INFO] - Valid | Epoch 710 | 5/20 | 1.50 it/sec | Loss 0.5288 | Reco 0.5288 | Nsdr 1.186
[2024-12-12 18:48:55,933][demucs.solver][INFO] - Valid | Epoch 710 | 6/20 | 1.58 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.206
[2024-12-12 18:48:56,309][demucs.solver][INFO] - Valid | Epoch 710 | 7/20 | 1.67 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.229
[2024-12-12 18:48:56,564][demucs.solver][INFO] - Valid | Epoch 710 | 8/20 | 1.78 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.228
[2024-12-12 18:48:56,771][demucs.solver][INFO] - Valid | Epoch 710 | 9/20 | 1.90 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.249
[2024-12-12 18:48:57,053][demucs.solver][INFO] - Valid | Epoch 710 | 10/20 | 1.99 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.234
[2024-12-12 18:48:57,285][demucs.solver][INFO] - Valid | Epoch 710 | 11/20 | 2.08 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.232
[2024-12-12 18:48:57,483][demucs.solver][INFO] - Valid | Epoch 710 | 12/20 | 2.18 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.212
[2024-12-12 18:48:57,637][demucs.solver][INFO] - Valid | Epoch 710 | 13/20 | 2.29 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.215
[2024-12-12 18:48:57,792][demucs.solver][INFO] - Valid | Epoch 710 | 14/20 | 2.39 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.223
[2024-12-12 18:48:57,989][demucs.solver][INFO] - Valid | Epoch 710 | 15/20 | 2.47 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.230
[2024-12-12 18:48:58,210][demucs.solver][INFO] - Valid | Epoch 710 | 16/20 | 2.54 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.236
[2024-12-12 18:48:58,411][demucs.solver][INFO] - Valid | Epoch 710 | 17/20 | 2.61 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.244
[2024-12-12 18:48:58,636][demucs.solver][INFO] - Valid | Epoch 710 | 18/20 | 2.67 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.208
[2024-12-12 18:48:58,840][demucs.solver][INFO] - Valid | Epoch 710 | 19/20 | 2.73 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.222
[2024-12-12 18:48:59,297][demucs.solver][INFO] - Valid Summary | Epoch 710 | Loss=0.5389 | Reco=0.5389 | Nsdr=1.222 | Best=0.5289 | Bname=main
[2024-12-12 18:49:00,714][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:49:00,714][demucs.solver][INFO] - Training...
[2024-12-12 18:49:09,395][demucs.solver][INFO] - Train | Epoch 711 | 1/14 | 0.29 it/sec | Loss 0.2518 | Reco 0.2518 | Grad 2.8177
[2024-12-12 18:49:10,148][demucs.solver][INFO] - Train | Epoch 711 | 2/14 | 0.40 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 2.6547
[2024-12-12 18:49:10,819][demucs.solver][INFO] - Train | Epoch 711 | 3/14 | 0.48 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.9208
[2024-12-12 18:49:11,480][demucs.solver][INFO] - Train | Epoch 711 | 4/14 | 0.56 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.9952
[2024-12-12 18:49:12,146][demucs.solver][INFO] - Train | Epoch 711 | 5/14 | 0.63 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 2.9337
[2024-12-12 18:49:12,812][demucs.solver][INFO] - Train | Epoch 711 | 6/14 | 0.68 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 3.0705
[2024-12-12 18:49:13,481][demucs.solver][INFO] - Train | Epoch 711 | 7/14 | 0.73 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.8243
[2024-12-12 18:49:14,141][demucs.solver][INFO] - Train | Epoch 711 | 8/14 | 0.78 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.7553
[2024-12-12 18:49:14,800][demucs.solver][INFO] - Train | Epoch 711 | 9/14 | 0.82 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.7452
[2024-12-12 18:49:15,456][demucs.solver][INFO] - Train | Epoch 711 | 10/14 | 0.85 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 2.5282
[2024-12-12 18:49:16,112][demucs.solver][INFO] - Train | Epoch 711 | 11/14 | 0.89 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 2.4206
[2024-12-12 18:49:16,765][demucs.solver][INFO] - Train | Epoch 711 | 12/14 | 0.92 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.5755
[2024-12-12 18:49:17,419][demucs.solver][INFO] - Train | Epoch 711 | 13/14 | 0.94 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 2.4458
[2024-12-12 18:49:17,771][demucs.solver][INFO] - Train Summary | Epoch 711 | Loss=0.2444 | Reco=0.2444 | Grad=2.4458
[2024-12-12 18:49:17,772][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:49:17,772][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:49:21,601][demucs.solver][INFO] - Valid | Epoch 711 | 1/20 | 0.89 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.322
[2024-12-12 18:49:22,009][demucs.solver][INFO] - Valid | Epoch 711 | 2/20 | 1.13 it/sec | Loss 0.4477 | Reco 0.4477 | Nsdr 1.050
[2024-12-12 18:49:22,234][demucs.solver][INFO] - Valid | Epoch 711 | 3/20 | 1.39 it/sec | Loss 0.4915 | Reco 0.4915 | Nsdr 1.148
[2024-12-12 18:49:22,436][demucs.solver][INFO] - Valid | Epoch 711 | 4/20 | 1.63 it/sec | Loss 0.5081 | Reco 0.5081 | Nsdr 1.202
[2024-12-12 18:49:22,659][demucs.solver][INFO] - Valid | Epoch 711 | 5/20 | 1.82 it/sec | Loss 0.5282 | Reco 0.5282 | Nsdr 1.205
[2024-12-12 18:49:22,815][demucs.solver][INFO] - Valid | Epoch 711 | 6/20 | 2.03 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.225
[2024-12-12 18:49:23,017][demucs.solver][INFO] - Valid | Epoch 711 | 7/20 | 2.19 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.250
[2024-12-12 18:49:23,238][demucs.solver][INFO] - Valid | Epoch 711 | 8/20 | 2.32 it/sec | Loss 0.5489 | Reco 0.5489 | Nsdr 1.253
[2024-12-12 18:49:23,461][demucs.solver][INFO] - Valid | Epoch 711 | 9/20 | 2.44 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.276
[2024-12-12 18:49:23,663][demucs.solver][INFO] - Valid | Epoch 711 | 10/20 | 2.56 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.258
[2024-12-12 18:49:23,864][demucs.solver][INFO] - Valid | Epoch 711 | 11/20 | 2.67 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.255
[2024-12-12 18:49:24,042][demucs.solver][INFO] - Valid | Epoch 711 | 12/20 | 2.78 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.233
[2024-12-12 18:49:24,267][demucs.solver][INFO] - Valid | Epoch 711 | 13/20 | 2.85 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.236
[2024-12-12 18:49:24,467][demucs.solver][INFO] - Valid | Epoch 711 | 14/20 | 2.94 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.245
[2024-12-12 18:49:24,645][demucs.solver][INFO] - Valid | Epoch 711 | 15/20 | 3.03 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.253
[2024-12-12 18:49:24,864][demucs.solver][INFO] - Valid | Epoch 711 | 16/20 | 3.09 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.260
[2024-12-12 18:49:25,088][demucs.solver][INFO] - Valid | Epoch 711 | 17/20 | 3.14 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.266
[2024-12-12 18:49:25,286][demucs.solver][INFO] - Valid | Epoch 711 | 18/20 | 3.21 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.228
[2024-12-12 18:49:25,485][demucs.solver][INFO] - Valid | Epoch 711 | 19/20 | 3.27 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.242
[2024-12-12 18:49:25,884][demucs.solver][INFO] - Valid Summary | Epoch 711 | Loss=0.5377 | Reco=0.5377 | Nsdr=1.242 | Best=0.5289 | Bname=main
[2024-12-12 18:49:27,222][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:49:27,223][demucs.solver][INFO] - Training...
[2024-12-12 18:49:34,326][demucs.solver][INFO] - Train | Epoch 712 | 1/14 | 0.37 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 1.5047
[2024-12-12 18:49:35,480][demucs.solver][INFO] - Train | Epoch 712 | 2/14 | 0.45 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.1331
[2024-12-12 18:49:36,171][demucs.solver][INFO] - Train | Epoch 712 | 3/14 | 0.55 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 1.0377
[2024-12-12 18:49:37,789][demucs.solver][INFO] - Train | Epoch 712 | 4/14 | 0.56 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 1.3433
[2024-12-12 18:49:38,746][demucs.solver][INFO] - Train | Epoch 712 | 5/14 | 0.61 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.2565
[2024-12-12 18:49:39,414][demucs.solver][INFO] - Train | Epoch 712 | 6/14 | 0.66 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.2006
[2024-12-12 18:49:40,092][demucs.solver][INFO] - Train | Epoch 712 | 7/14 | 0.71 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.2299
[2024-12-12 18:49:40,752][demucs.solver][INFO] - Train | Epoch 712 | 8/14 | 0.76 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.3343
[2024-12-12 18:49:41,414][demucs.solver][INFO] - Train | Epoch 712 | 9/14 | 0.80 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.2712
[2024-12-12 18:49:42,079][demucs.solver][INFO] - Train | Epoch 712 | 10/14 | 0.83 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.2226
[2024-12-12 18:49:42,737][demucs.solver][INFO] - Train | Epoch 712 | 11/14 | 0.86 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 1.2932
[2024-12-12 18:49:43,401][demucs.solver][INFO] - Train | Epoch 712 | 12/14 | 0.89 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.4641
[2024-12-12 18:49:44,056][demucs.solver][INFO] - Train | Epoch 712 | 13/14 | 0.92 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.3961
[2024-12-12 18:49:44,433][demucs.solver][INFO] - Train Summary | Epoch 712 | Loss=0.2470 | Reco=0.2470 | Grad=1.3961
[2024-12-12 18:49:44,433][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:49:44,433][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:49:46,812][demucs.solver][INFO] - Valid | Epoch 712 | 1/20 | 2.63 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.276
[2024-12-12 18:49:47,053][demucs.solver][INFO] - Valid | Epoch 712 | 2/20 | 3.00 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.015
[2024-12-12 18:49:47,285][demucs.solver][INFO] - Valid | Epoch 712 | 3/20 | 3.24 it/sec | Loss 0.4939 | Reco 0.4939 | Nsdr 1.107
[2024-12-12 18:49:47,511][demucs.solver][INFO] - Valid | Epoch 712 | 4/20 | 3.43 it/sec | Loss 0.5107 | Reco 0.5107 | Nsdr 1.158
[2024-12-12 18:49:47,738][demucs.solver][INFO] - Valid | Epoch 712 | 5/20 | 3.56 it/sec | Loss 0.5312 | Reco 0.5312 | Nsdr 1.157
[2024-12-12 18:49:47,962][demucs.solver][INFO] - Valid | Epoch 712 | 6/20 | 3.66 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.176
[2024-12-12 18:49:48,164][demucs.solver][INFO] - Valid | Epoch 712 | 7/20 | 3.79 it/sec | Loss 0.5359 | Reco 0.5359 | Nsdr 1.198
[2024-12-12 18:49:48,319][demucs.solver][INFO] - Valid | Epoch 712 | 8/20 | 3.97 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.197
[2024-12-12 18:49:48,547][demucs.solver][INFO] - Valid | Epoch 712 | 9/20 | 4.01 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.221
[2024-12-12 18:49:48,748][demucs.solver][INFO] - Valid | Epoch 712 | 10/20 | 4.08 it/sec | Loss 0.5428 | Reco 0.5428 | Nsdr 1.204
[2024-12-12 18:49:48,972][demucs.solver][INFO] - Valid | Epoch 712 | 11/20 | 4.11 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.203
[2024-12-12 18:49:49,171][demucs.solver][INFO] - Valid | Epoch 712 | 12/20 | 4.17 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.183
[2024-12-12 18:49:49,371][demucs.solver][INFO] - Valid | Epoch 712 | 13/20 | 4.22 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.186
[2024-12-12 18:49:49,546][demucs.solver][INFO] - Valid | Epoch 712 | 14/20 | 4.29 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.194
[2024-12-12 18:49:49,706][demucs.solver][INFO] - Valid | Epoch 712 | 15/20 | 4.38 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.202
[2024-12-12 18:49:49,905][demucs.solver][INFO] - Valid | Epoch 712 | 16/20 | 4.41 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.208
[2024-12-12 18:49:50,103][demucs.solver][INFO] - Valid | Epoch 712 | 17/20 | 4.44 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.214
[2024-12-12 18:49:50,283][demucs.solver][INFO] - Valid | Epoch 712 | 18/20 | 4.49 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.178
[2024-12-12 18:49:50,504][demucs.solver][INFO] - Valid | Epoch 712 | 19/20 | 4.49 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.192
[2024-12-12 18:49:50,936][demucs.solver][INFO] - Valid Summary | Epoch 712 | Loss=0.5408 | Reco=0.5408 | Nsdr=1.192 | Best=0.5289 | Bname=main
[2024-12-12 18:49:52,481][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:49:52,481][demucs.solver][INFO] - Training...
[2024-12-12 18:50:02,454][demucs.solver][INFO] - Train | Epoch 713 | 1/14 | 0.24 it/sec | Loss 0.2652 | Reco 0.2652 | Grad 2.2933
[2024-12-12 18:50:03,118][demucs.solver][INFO] - Train | Epoch 713 | 2/14 | 0.34 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.0331
[2024-12-12 18:50:04,009][demucs.solver][INFO] - Train | Epoch 713 | 3/14 | 0.41 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.8429
[2024-12-12 18:50:04,671][demucs.solver][INFO] - Train | Epoch 713 | 4/14 | 0.48 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.6928
[2024-12-12 18:50:05,331][demucs.solver][INFO] - Train | Epoch 713 | 5/14 | 0.54 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 2.0042
[2024-12-12 18:50:05,989][demucs.solver][INFO] - Train | Epoch 713 | 6/14 | 0.59 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.1350
[2024-12-12 18:50:06,654][demucs.solver][INFO] - Train | Epoch 713 | 7/14 | 0.64 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.0532
[2024-12-12 18:50:07,320][demucs.solver][INFO] - Train | Epoch 713 | 8/14 | 0.68 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.3348
[2024-12-12 18:50:07,971][demucs.solver][INFO] - Train | Epoch 713 | 9/14 | 0.72 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 2.3130
[2024-12-12 18:50:08,628][demucs.solver][INFO] - Train | Epoch 713 | 10/14 | 0.76 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 2.2798
[2024-12-12 18:50:09,285][demucs.solver][INFO] - Train | Epoch 713 | 11/14 | 0.79 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.2849
[2024-12-12 18:50:09,941][demucs.solver][INFO] - Train | Epoch 713 | 12/14 | 0.82 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.3244
[2024-12-12 18:50:10,597][demucs.solver][INFO] - Train | Epoch 713 | 13/14 | 0.85 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.1996
[2024-12-12 18:50:10,940][demucs.solver][INFO] - Train Summary | Epoch 713 | Loss=0.2482 | Reco=0.2482 | Grad=2.1996
[2024-12-12 18:50:10,941][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:50:10,941][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:50:13,355][demucs.solver][INFO] - Valid | Epoch 713 | 1/20 | 2.93 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.320
[2024-12-12 18:50:13,568][demucs.solver][INFO] - Valid | Epoch 713 | 2/20 | 3.35 it/sec | Loss 0.4479 | Reco 0.4479 | Nsdr 1.054
[2024-12-12 18:50:13,811][demucs.solver][INFO] - Valid | Epoch 713 | 3/20 | 3.52 it/sec | Loss 0.4922 | Reco 0.4922 | Nsdr 1.148
[2024-12-12 18:50:14,022][demucs.solver][INFO] - Valid | Epoch 713 | 4/20 | 3.71 it/sec | Loss 0.5087 | Reco 0.5087 | Nsdr 1.198
[2024-12-12 18:50:14,224][demucs.solver][INFO] - Valid | Epoch 713 | 5/20 | 3.87 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 1.198
[2024-12-12 18:50:14,429][demucs.solver][INFO] - Valid | Epoch 713 | 6/20 | 3.99 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.216
[2024-12-12 18:50:14,607][demucs.solver][INFO] - Valid | Epoch 713 | 7/20 | 4.14 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.240
[2024-12-12 18:50:14,807][demucs.solver][INFO] - Valid | Epoch 713 | 8/20 | 4.22 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.236
[2024-12-12 18:50:15,007][demucs.solver][INFO] - Valid | Epoch 713 | 9/20 | 4.29 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.261
[2024-12-12 18:50:15,226][demucs.solver][INFO] - Valid | Epoch 713 | 10/20 | 4.31 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.245
[2024-12-12 18:50:15,422][demucs.solver][INFO] - Valid | Epoch 713 | 11/20 | 4.37 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.242
[2024-12-12 18:50:15,612][demucs.solver][INFO] - Valid | Epoch 713 | 12/20 | 4.42 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.220
[2024-12-12 18:50:15,810][demucs.solver][INFO] - Valid | Epoch 713 | 13/20 | 4.46 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.220
[2024-12-12 18:50:16,017][demucs.solver][INFO] - Valid | Epoch 713 | 14/20 | 4.49 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.230
[2024-12-12 18:50:16,243][demucs.solver][INFO] - Valid | Epoch 713 | 15/20 | 4.48 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.237
[2024-12-12 18:50:16,427][demucs.solver][INFO] - Valid | Epoch 713 | 16/20 | 4.53 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.243
[2024-12-12 18:50:16,648][demucs.solver][INFO] - Valid | Epoch 713 | 17/20 | 4.53 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.251
[2024-12-12 18:50:16,828][demucs.solver][INFO] - Valid | Epoch 713 | 18/20 | 4.57 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.214
[2024-12-12 18:50:17,025][demucs.solver][INFO] - Valid | Epoch 713 | 19/20 | 4.60 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.229
[2024-12-12 18:50:17,655][demucs.solver][INFO] - Valid Summary | Epoch 713 | Loss=0.5386 | Reco=0.5386 | Nsdr=1.229 | Best=0.5289 | Bname=main
[2024-12-12 18:50:19,115][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:50:19,116][demucs.solver][INFO] - Training...
[2024-12-12 18:50:28,009][demucs.solver][INFO] - Train | Epoch 714 | 1/14 | 0.28 it/sec | Loss 0.2257 | Reco 0.2257 | Grad 1.4744
[2024-12-12 18:50:29,377][demucs.solver][INFO] - Train | Epoch 714 | 2/14 | 0.35 it/sec | Loss 0.2215 | Reco 0.2215 | Grad 1.5578
[2024-12-12 18:50:30,040][demucs.solver][INFO] - Train | Epoch 714 | 3/14 | 0.43 it/sec | Loss 0.2247 | Reco 0.2247 | Grad 1.6555
[2024-12-12 18:50:30,707][demucs.solver][INFO] - Train | Epoch 714 | 4/14 | 0.50 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.8526
[2024-12-12 18:50:31,366][demucs.solver][INFO] - Train | Epoch 714 | 5/14 | 0.57 it/sec | Loss 0.2322 | Reco 0.2322 | Grad 1.8402
[2024-12-12 18:50:32,028][demucs.solver][INFO] - Train | Epoch 714 | 6/14 | 0.62 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 2.1921
[2024-12-12 18:50:32,686][demucs.solver][INFO] - Train | Epoch 714 | 7/14 | 0.67 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 2.3582
[2024-12-12 18:50:33,349][demucs.solver][INFO] - Train | Epoch 714 | 8/14 | 0.72 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 2.4631
[2024-12-12 18:50:34,015][demucs.solver][INFO] - Train | Epoch 714 | 9/14 | 0.75 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 2.3034
[2024-12-12 18:50:34,667][demucs.solver][INFO] - Train | Epoch 714 | 10/14 | 0.79 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 2.2897
[2024-12-12 18:50:35,321][demucs.solver][INFO] - Train | Epoch 714 | 11/14 | 0.82 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 2.2569
[2024-12-12 18:50:35,975][demucs.solver][INFO] - Train | Epoch 714 | 12/14 | 0.85 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 2.1517
[2024-12-12 18:50:36,627][demucs.solver][INFO] - Train | Epoch 714 | 13/14 | 0.88 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 2.1744
[2024-12-12 18:50:36,966][demucs.solver][INFO] - Train Summary | Epoch 714 | Loss=0.2416 | Reco=0.2416 | Grad=2.1744
[2024-12-12 18:50:36,966][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:50:36,967][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:50:39,973][demucs.solver][INFO] - Valid | Epoch 714 | 1/20 | 1.53 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.307
[2024-12-12 18:50:40,708][demucs.solver][INFO] - Valid | Epoch 714 | 2/20 | 1.47 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.039
[2024-12-12 18:50:41,362][demucs.solver][INFO] - Valid | Epoch 714 | 3/20 | 1.48 it/sec | Loss 0.4929 | Reco 0.4929 | Nsdr 1.135
[2024-12-12 18:50:41,740][demucs.solver][INFO] - Valid | Epoch 714 | 4/20 | 1.63 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.187
[2024-12-12 18:50:42,084][demucs.solver][INFO] - Valid | Epoch 714 | 5/20 | 1.75 it/sec | Loss 0.5294 | Reco 0.5294 | Nsdr 1.191
[2024-12-12 18:50:42,540][demucs.solver][INFO] - Valid | Epoch 714 | 6/20 | 1.81 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.209
[2024-12-12 18:50:43,014][demucs.solver][INFO] - Valid | Epoch 714 | 7/20 | 1.84 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.232
[2024-12-12 18:50:43,398][demucs.solver][INFO] - Valid | Epoch 714 | 8/20 | 1.90 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.232
[2024-12-12 18:50:43,633][demucs.solver][INFO] - Valid | Epoch 714 | 9/20 | 2.01 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.257
[2024-12-12 18:50:44,026][demucs.solver][INFO] - Valid | Epoch 714 | 10/20 | 2.05 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.240
[2024-12-12 18:50:44,365][demucs.solver][INFO] - Valid | Epoch 714 | 11/20 | 2.10 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.237
[2024-12-12 18:50:44,638][demucs.solver][INFO] - Valid | Epoch 714 | 12/20 | 2.18 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.216
[2024-12-12 18:50:44,865][demucs.solver][INFO] - Valid | Epoch 714 | 13/20 | 2.26 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.218
[2024-12-12 18:50:45,059][demucs.solver][INFO] - Valid | Epoch 714 | 14/20 | 2.35 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.226
[2024-12-12 18:50:45,295][demucs.solver][INFO] - Valid | Epoch 714 | 15/20 | 2.41 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.233
[2024-12-12 18:50:45,567][demucs.solver][INFO] - Valid | Epoch 714 | 16/20 | 2.46 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.239
[2024-12-12 18:50:45,752][demucs.solver][INFO] - Valid | Epoch 714 | 17/20 | 2.54 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.246
[2024-12-12 18:50:45,967][demucs.solver][INFO] - Valid | Epoch 714 | 18/20 | 2.60 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.210
[2024-12-12 18:50:46,192][demucs.solver][INFO] - Valid | Epoch 714 | 19/20 | 2.66 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.223
[2024-12-12 18:50:46,605][demucs.solver][INFO] - Valid Summary | Epoch 714 | Loss=0.5390 | Reco=0.5390 | Nsdr=1.223 | Best=0.5289 | Bname=main
[2024-12-12 18:50:48,040][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:50:48,041][demucs.solver][INFO] - Training...
[2024-12-12 18:50:54,854][demucs.solver][INFO] - Train | Epoch 715 | 1/14 | 0.39 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 1.5934
[2024-12-12 18:50:56,324][demucs.solver][INFO] - Train | Epoch 715 | 2/14 | 0.46 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.7041
[2024-12-12 18:50:56,999][demucs.solver][INFO] - Train | Epoch 715 | 3/14 | 0.55 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.0895
[2024-12-12 18:50:57,665][demucs.solver][INFO] - Train | Epoch 715 | 4/14 | 0.63 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 2.3579
[2024-12-12 18:50:59,598][demucs.solver][INFO] - Train | Epoch 715 | 5/14 | 0.61 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.1666
[2024-12-12 18:51:00,250][demucs.solver][INFO] - Train | Epoch 715 | 6/14 | 0.67 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 2.5788
[2024-12-12 18:51:00,900][demucs.solver][INFO] - Train | Epoch 715 | 7/14 | 0.72 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 2.8409
[2024-12-12 18:51:01,549][demucs.solver][INFO] - Train | Epoch 715 | 8/14 | 0.76 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 3.0104
[2024-12-12 18:51:02,199][demucs.solver][INFO] - Train | Epoch 715 | 9/14 | 0.80 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 2.9069
[2024-12-12 18:51:02,851][demucs.solver][INFO] - Train | Epoch 715 | 10/14 | 0.84 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 3.0142
[2024-12-12 18:51:03,503][demucs.solver][INFO] - Train | Epoch 715 | 11/14 | 0.87 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.9897
[2024-12-12 18:51:04,158][demucs.solver][INFO] - Train | Epoch 715 | 12/14 | 0.90 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.9896
[2024-12-12 18:51:04,812][demucs.solver][INFO] - Train | Epoch 715 | 13/14 | 0.93 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 2.9266
[2024-12-12 18:51:05,161][demucs.solver][INFO] - Train Summary | Epoch 715 | Loss=0.2459 | Reco=0.2459 | Grad=2.9266
[2024-12-12 18:51:05,161][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:51:05,161][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:51:08,739][demucs.solver][INFO] - Valid | Epoch 715 | 1/20 | 1.05 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.319
[2024-12-12 18:51:09,533][demucs.solver][INFO] - Valid | Epoch 715 | 2/20 | 1.11 it/sec | Loss 0.4474 | Reco 0.4474 | Nsdr 1.052
[2024-12-12 18:51:10,110][demucs.solver][INFO] - Valid | Epoch 715 | 3/20 | 1.22 it/sec | Loss 0.4916 | Reco 0.4916 | Nsdr 1.141
[2024-12-12 18:51:10,393][demucs.solver][INFO] - Valid | Epoch 715 | 4/20 | 1.41 it/sec | Loss 0.5082 | Reco 0.5082 | Nsdr 1.190
[2024-12-12 18:51:10,894][demucs.solver][INFO] - Valid | Epoch 715 | 5/20 | 1.48 it/sec | Loss 0.5288 | Reco 0.5288 | Nsdr 1.184
[2024-12-12 18:51:11,386][demucs.solver][INFO] - Valid | Epoch 715 | 6/20 | 1.54 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.205
[2024-12-12 18:51:11,783][demucs.solver][INFO] - Valid | Epoch 715 | 7/20 | 1.62 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.228
[2024-12-12 18:51:12,196][demucs.solver][INFO] - Valid | Epoch 715 | 8/20 | 1.68 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.225
[2024-12-12 18:51:12,589][demucs.solver][INFO] - Valid | Epoch 715 | 9/20 | 1.74 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.249
[2024-12-12 18:51:12,988][demucs.solver][INFO] - Valid | Epoch 715 | 10/20 | 1.79 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.233
[2024-12-12 18:51:13,392][demucs.solver][INFO] - Valid | Epoch 715 | 11/20 | 1.83 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.232
[2024-12-12 18:51:13,805][demucs.solver][INFO] - Valid | Epoch 715 | 12/20 | 1.87 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.213
[2024-12-12 18:51:14,238][demucs.solver][INFO] - Valid | Epoch 715 | 13/20 | 1.89 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.216
[2024-12-12 18:51:14,453][demucs.solver][INFO] - Valid | Epoch 715 | 14/20 | 1.97 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.224
[2024-12-12 18:51:14,686][demucs.solver][INFO] - Valid | Epoch 715 | 15/20 | 2.04 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.232
[2024-12-12 18:51:14,877][demucs.solver][INFO] - Valid | Epoch 715 | 16/20 | 2.12 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.239
[2024-12-12 18:51:15,052][demucs.solver][INFO] - Valid | Epoch 715 | 17/20 | 2.19 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.246
[2024-12-12 18:51:15,271][demucs.solver][INFO] - Valid | Epoch 715 | 18/20 | 2.25 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.210
[2024-12-12 18:51:15,474][demucs.solver][INFO] - Valid | Epoch 715 | 19/20 | 2.32 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.224
[2024-12-12 18:51:15,897][demucs.solver][INFO] - Valid Summary | Epoch 715 | Loss=0.5383 | Reco=0.5383 | Nsdr=1.224 | Best=0.5289 | Bname=main
[2024-12-12 18:51:17,298][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:51:17,299][demucs.solver][INFO] - Training...
[2024-12-12 18:51:27,911][demucs.solver][INFO] - Train | Epoch 716 | 1/14 | 0.22 it/sec | Loss 0.2227 | Reco 0.2227 | Grad 1.8856
[2024-12-12 18:51:28,586][demucs.solver][INFO] - Train | Epoch 716 | 2/14 | 0.31 it/sec | Loss 0.2258 | Reco 0.2258 | Grad 2.6457
[2024-12-12 18:51:29,249][demucs.solver][INFO] - Train | Epoch 716 | 3/14 | 0.39 it/sec | Loss 0.2289 | Reco 0.2289 | Grad 3.1529
[2024-12-12 18:51:29,912][demucs.solver][INFO] - Train | Epoch 716 | 4/14 | 0.45 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 2.7309
[2024-12-12 18:51:30,581][demucs.solver][INFO] - Train | Epoch 716 | 5/14 | 0.51 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 2.7803
[2024-12-12 18:51:31,246][demucs.solver][INFO] - Train | Epoch 716 | 6/14 | 0.57 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 2.8864
[2024-12-12 18:51:31,904][demucs.solver][INFO] - Train | Epoch 716 | 7/14 | 0.62 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 3.0380
[2024-12-12 18:51:32,565][demucs.solver][INFO] - Train | Epoch 716 | 8/14 | 0.66 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.8218
[2024-12-12 18:51:33,227][demucs.solver][INFO] - Train | Epoch 716 | 9/14 | 0.70 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.6512
[2024-12-12 18:51:33,892][demucs.solver][INFO] - Train | Epoch 716 | 10/14 | 0.73 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.5886
[2024-12-12 18:51:34,553][demucs.solver][INFO] - Train | Epoch 716 | 11/14 | 0.77 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.5393
[2024-12-12 18:51:35,210][demucs.solver][INFO] - Train | Epoch 716 | 12/14 | 0.80 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.5520
[2024-12-12 18:51:35,865][demucs.solver][INFO] - Train | Epoch 716 | 13/14 | 0.83 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 2.5405
[2024-12-12 18:51:36,250][demucs.solver][INFO] - Train Summary | Epoch 716 | Loss=0.2430 | Reco=0.2430 | Grad=2.5405
[2024-12-12 18:51:36,251][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:51:36,251][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:51:39,091][demucs.solver][INFO] - Valid | Epoch 716 | 1/20 | 2.55 it/sec | Loss 0.5770 | Reco 0.5770 | Nsdr 1.234
[2024-12-12 18:51:39,297][demucs.solver][INFO] - Valid | Epoch 716 | 2/20 | 3.03 it/sec | Loss 0.4522 | Reco 0.4522 | Nsdr 0.987
[2024-12-12 18:51:39,594][demucs.solver][INFO] - Valid | Epoch 716 | 3/20 | 3.11 it/sec | Loss 0.4970 | Reco 0.4970 | Nsdr 1.070
[2024-12-12 18:51:39,816][demucs.solver][INFO] - Valid | Epoch 716 | 4/20 | 3.31 it/sec | Loss 0.5140 | Reco 0.5140 | Nsdr 1.112
[2024-12-12 18:51:40,014][demucs.solver][INFO] - Valid | Epoch 716 | 5/20 | 3.51 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.103
[2024-12-12 18:51:40,240][demucs.solver][INFO] - Valid | Epoch 716 | 6/20 | 3.62 it/sec | Loss 0.5187 | Reco 0.5187 | Nsdr 1.126
[2024-12-12 18:51:40,463][demucs.solver][INFO] - Valid | Epoch 716 | 7/20 | 3.71 it/sec | Loss 0.5397 | Reco 0.5397 | Nsdr 1.146
[2024-12-12 18:51:40,638][demucs.solver][INFO] - Valid | Epoch 716 | 8/20 | 3.86 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.142
[2024-12-12 18:51:40,862][demucs.solver][INFO] - Valid | Epoch 716 | 9/20 | 3.91 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.164
[2024-12-12 18:51:41,060][demucs.solver][INFO] - Valid | Epoch 716 | 10/20 | 4.00 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.153
[2024-12-12 18:51:41,259][demucs.solver][INFO] - Valid | Epoch 716 | 11/20 | 4.07 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.153
[2024-12-12 18:51:41,478][demucs.solver][INFO] - Valid | Epoch 716 | 12/20 | 4.10 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.136
[2024-12-12 18:51:41,698][demucs.solver][INFO] - Valid | Epoch 716 | 13/20 | 4.13 it/sec | Loss 0.5707 | Reco 0.5707 | Nsdr 1.141
[2024-12-12 18:51:41,904][demucs.solver][INFO] - Valid | Epoch 716 | 14/20 | 4.17 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.149
[2024-12-12 18:51:42,126][demucs.solver][INFO] - Valid | Epoch 716 | 15/20 | 4.19 it/sec | Loss 0.5694 | Reco 0.5694 | Nsdr 1.156
[2024-12-12 18:51:42,345][demucs.solver][INFO] - Valid | Epoch 716 | 16/20 | 4.21 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.164
[2024-12-12 18:51:42,520][demucs.solver][INFO] - Valid | Epoch 716 | 17/20 | 4.27 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.170
[2024-12-12 18:51:42,739][demucs.solver][INFO] - Valid | Epoch 716 | 18/20 | 4.29 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.136
[2024-12-12 18:51:42,937][demucs.solver][INFO] - Valid | Epoch 716 | 19/20 | 4.32 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.149
[2024-12-12 18:51:43,400][demucs.solver][INFO] - Valid Summary | Epoch 716 | Loss=0.5442 | Reco=0.5442 | Nsdr=1.149 | Best=0.5289 | Bname=main
[2024-12-12 18:51:44,796][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:51:44,797][demucs.solver][INFO] - Training...
[2024-12-12 18:51:54,599][demucs.solver][INFO] - Train | Epoch 717 | 1/14 | 0.25 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.0439
[2024-12-12 18:51:55,263][demucs.solver][INFO] - Train | Epoch 717 | 2/14 | 0.34 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.2404
[2024-12-12 18:51:55,922][demucs.solver][INFO] - Train | Epoch 717 | 3/14 | 0.42 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 2.9068
[2024-12-12 18:51:56,580][demucs.solver][INFO] - Train | Epoch 717 | 4/14 | 0.49 it/sec | Loss 0.2591 | Reco 0.2591 | Grad 2.5810
[2024-12-12 18:51:57,240][demucs.solver][INFO] - Train | Epoch 717 | 5/14 | 0.56 it/sec | Loss 0.2570 | Reco 0.2570 | Grad 2.2047
[2024-12-12 18:51:57,891][demucs.solver][INFO] - Train | Epoch 717 | 6/14 | 0.61 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 2.3698
[2024-12-12 18:51:58,555][demucs.solver][INFO] - Train | Epoch 717 | 7/14 | 0.66 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 2.5432
[2024-12-12 18:51:59,211][demucs.solver][INFO] - Train | Epoch 717 | 8/14 | 0.71 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.7640
[2024-12-12 18:51:59,869][demucs.solver][INFO] - Train | Epoch 717 | 9/14 | 0.75 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 2.5156
[2024-12-12 18:52:00,533][demucs.solver][INFO] - Train | Epoch 717 | 10/14 | 0.78 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 2.6035
[2024-12-12 18:52:01,188][demucs.solver][INFO] - Train | Epoch 717 | 11/14 | 0.81 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.6270
[2024-12-12 18:52:01,838][demucs.solver][INFO] - Train | Epoch 717 | 12/14 | 0.84 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.5876
[2024-12-12 18:52:02,487][demucs.solver][INFO] - Train | Epoch 717 | 13/14 | 0.87 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.5441
[2024-12-12 18:52:02,833][demucs.solver][INFO] - Train Summary | Epoch 717 | Loss=0.2420 | Reco=0.2420 | Grad=2.5441
[2024-12-12 18:52:02,833][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:52:02,833][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:52:05,262][demucs.solver][INFO] - Valid | Epoch 717 | 1/20 | 2.30 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.360
[2024-12-12 18:52:05,482][demucs.solver][INFO] - Valid | Epoch 717 | 2/20 | 2.75 it/sec | Loss 0.4449 | Reco 0.4449 | Nsdr 1.077
[2024-12-12 18:52:05,683][demucs.solver][INFO] - Valid | Epoch 717 | 3/20 | 3.10 it/sec | Loss 0.4884 | Reco 0.4884 | Nsdr 1.176
[2024-12-12 18:52:05,906][demucs.solver][INFO] - Valid | Epoch 717 | 4/20 | 3.30 it/sec | Loss 0.5046 | Reco 0.5046 | Nsdr 1.229
[2024-12-12 18:52:06,127][demucs.solver][INFO] - Valid | Epoch 717 | 5/20 | 3.46 it/sec | Loss 0.5246 | Reco 0.5246 | Nsdr 1.232
[2024-12-12 18:52:06,326][demucs.solver][INFO] - Valid | Epoch 717 | 6/20 | 3.62 it/sec | Loss 0.5087 | Reco 0.5087 | Nsdr 1.254
[2024-12-12 18:52:06,481][demucs.solver][INFO] - Valid | Epoch 717 | 7/20 | 3.83 it/sec | Loss 0.5292 | Reco 0.5292 | Nsdr 1.279
[2024-12-12 18:52:06,679][demucs.solver][INFO] - Valid | Epoch 717 | 8/20 | 3.93 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.281
[2024-12-12 18:52:06,880][demucs.solver][INFO] - Valid | Epoch 717 | 9/20 | 4.02 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.307
[2024-12-12 18:52:07,055][demucs.solver][INFO] - Valid | Epoch 717 | 10/20 | 4.13 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.290
[2024-12-12 18:52:07,275][demucs.solver][INFO] - Valid | Epoch 717 | 11/20 | 4.16 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.288
[2024-12-12 18:52:07,476][demucs.solver][INFO] - Valid | Epoch 717 | 12/20 | 4.22 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.266
[2024-12-12 18:52:07,675][demucs.solver][INFO] - Valid | Epoch 717 | 13/20 | 4.26 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.268
[2024-12-12 18:52:07,874][demucs.solver][INFO] - Valid | Epoch 717 | 14/20 | 4.31 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.277
[2024-12-12 18:52:08,071][demucs.solver][INFO] - Valid | Epoch 717 | 15/20 | 4.35 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.286
[2024-12-12 18:52:08,289][demucs.solver][INFO] - Valid | Epoch 717 | 16/20 | 4.36 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.293
[2024-12-12 18:52:08,513][demucs.solver][INFO] - Valid | Epoch 717 | 17/20 | 4.37 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.298
[2024-12-12 18:52:08,712][demucs.solver][INFO] - Valid | Epoch 717 | 18/20 | 4.40 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.259
[2024-12-12 18:52:08,889][demucs.solver][INFO] - Valid | Epoch 717 | 19/20 | 4.45 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.275
[2024-12-12 18:52:09,303][demucs.solver][INFO] - Valid Summary | Epoch 717 | Loss=0.5342 | Reco=0.5342 | Nsdr=1.275 | Best=0.5289 | Bname=main
[2024-12-12 18:52:10,661][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:52:10,661][demucs.solver][INFO] - Training...
[2024-12-12 18:52:20,346][demucs.solver][INFO] - Train | Epoch 718 | 1/14 | 0.25 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 0.6977
[2024-12-12 18:52:21,747][demucs.solver][INFO] - Train | Epoch 718 | 2/14 | 0.32 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.8302
[2024-12-12 18:52:22,423][demucs.solver][INFO] - Train | Epoch 718 | 3/14 | 0.40 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.0983
[2024-12-12 18:52:23,084][demucs.solver][INFO] - Train | Epoch 718 | 4/14 | 0.46 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.4975
[2024-12-12 18:52:23,760][demucs.solver][INFO] - Train | Epoch 718 | 5/14 | 0.52 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 2.6846
[2024-12-12 18:52:24,410][demucs.solver][INFO] - Train | Epoch 718 | 6/14 | 0.58 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 2.7986
[2024-12-12 18:52:25,062][demucs.solver][INFO] - Train | Epoch 718 | 7/14 | 0.63 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 2.9150
[2024-12-12 18:52:25,713][demucs.solver][INFO] - Train | Epoch 718 | 8/14 | 0.67 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.8249
[2024-12-12 18:52:26,365][demucs.solver][INFO] - Train | Epoch 718 | 9/14 | 0.71 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 2.5675
[2024-12-12 18:52:27,016][demucs.solver][INFO] - Train | Epoch 718 | 10/14 | 0.75 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.5897
[2024-12-12 18:52:27,664][demucs.solver][INFO] - Train | Epoch 718 | 11/14 | 0.78 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 2.7866
[2024-12-12 18:52:28,317][demucs.solver][INFO] - Train | Epoch 718 | 12/14 | 0.81 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 2.7592
[2024-12-12 18:52:28,971][demucs.solver][INFO] - Train | Epoch 718 | 13/14 | 0.84 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.5890
[2024-12-12 18:52:29,324][demucs.solver][INFO] - Train Summary | Epoch 718 | Loss=0.2407 | Reco=0.2407 | Grad=2.5890
[2024-12-12 18:52:29,324][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:52:29,325][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:52:31,881][demucs.solver][INFO] - Valid | Epoch 718 | 1/20 | 3.03 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.284
[2024-12-12 18:52:32,142][demucs.solver][INFO] - Valid | Epoch 718 | 2/20 | 3.26 it/sec | Loss 0.4492 | Reco 0.4492 | Nsdr 1.020
[2024-12-12 18:52:32,381][demucs.solver][INFO] - Valid | Epoch 718 | 3/20 | 3.45 it/sec | Loss 0.4933 | Reco 0.4933 | Nsdr 1.109
[2024-12-12 18:52:32,591][demucs.solver][INFO] - Valid | Epoch 718 | 4/20 | 3.65 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.157
[2024-12-12 18:52:32,792][demucs.solver][INFO] - Valid | Epoch 718 | 5/20 | 3.82 it/sec | Loss 0.5304 | Reco 0.5304 | Nsdr 1.158
[2024-12-12 18:52:32,970][demucs.solver][INFO] - Valid | Epoch 718 | 6/20 | 4.00 it/sec | Loss 0.5144 | Reco 0.5144 | Nsdr 1.178
[2024-12-12 18:52:33,169][demucs.solver][INFO] - Valid | Epoch 718 | 7/20 | 4.11 it/sec | Loss 0.5350 | Reco 0.5350 | Nsdr 1.202
[2024-12-12 18:52:33,366][demucs.solver][INFO] - Valid | Epoch 718 | 8/20 | 4.19 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.202
[2024-12-12 18:52:33,592][demucs.solver][INFO] - Valid | Epoch 718 | 9/20 | 4.22 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.225
[2024-12-12 18:52:33,769][demucs.solver][INFO] - Valid | Epoch 718 | 10/20 | 4.32 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.209
[2024-12-12 18:52:33,969][demucs.solver][INFO] - Valid | Epoch 718 | 11/20 | 4.37 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.208
[2024-12-12 18:52:34,171][demucs.solver][INFO] - Valid | Epoch 718 | 12/20 | 4.41 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.189
[2024-12-12 18:52:34,370][demucs.solver][INFO] - Valid | Epoch 718 | 13/20 | 4.44 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.191
[2024-12-12 18:52:34,526][demucs.solver][INFO] - Valid | Epoch 718 | 14/20 | 4.54 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.199
[2024-12-12 18:52:34,724][demucs.solver][INFO] - Valid | Epoch 718 | 15/20 | 4.57 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.207
[2024-12-12 18:52:34,923][demucs.solver][INFO] - Valid | Epoch 718 | 16/20 | 4.59 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.214
[2024-12-12 18:52:35,122][demucs.solver][INFO] - Valid | Epoch 718 | 17/20 | 4.61 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.219
[2024-12-12 18:52:35,320][demucs.solver][INFO] - Valid | Epoch 718 | 18/20 | 4.63 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.182
[2024-12-12 18:52:35,537][demucs.solver][INFO] - Valid | Epoch 718 | 19/20 | 4.63 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.195
[2024-12-12 18:52:36,018][demucs.solver][INFO] - Valid Summary | Epoch 718 | Loss=0.5403 | Reco=0.5403 | Nsdr=1.195 | Best=0.5289 | Bname=main
[2024-12-12 18:52:37,637][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:52:37,639][demucs.solver][INFO] - Training...
[2024-12-12 18:52:48,847][demucs.solver][INFO] - Train | Epoch 719 | 1/14 | 0.21 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 3.0097
[2024-12-12 18:52:49,508][demucs.solver][INFO] - Train | Epoch 719 | 2/14 | 0.29 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 3.3876
[2024-12-12 18:52:50,174][demucs.solver][INFO] - Train | Epoch 719 | 3/14 | 0.36 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 2.6194
[2024-12-12 18:52:50,834][demucs.solver][INFO] - Train | Epoch 719 | 4/14 | 0.43 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.5247
[2024-12-12 18:52:51,493][demucs.solver][INFO] - Train | Epoch 719 | 5/14 | 0.49 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 2.8252
[2024-12-12 18:52:52,150][demucs.solver][INFO] - Train | Epoch 719 | 6/14 | 0.54 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 3.0182
[2024-12-12 18:52:52,819][demucs.solver][INFO] - Train | Epoch 719 | 7/14 | 0.59 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.8511
[2024-12-12 18:52:53,482][demucs.solver][INFO] - Train | Epoch 719 | 8/14 | 0.63 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.6505
[2024-12-12 18:52:54,144][demucs.solver][INFO] - Train | Epoch 719 | 9/14 | 0.67 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 2.5331
[2024-12-12 18:52:54,805][demucs.solver][INFO] - Train | Epoch 719 | 10/14 | 0.70 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 2.6823
[2024-12-12 18:52:56,608][demucs.solver][INFO] - Train | Epoch 719 | 11/14 | 0.69 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 2.6050
[2024-12-12 18:52:57,259][demucs.solver][INFO] - Train | Epoch 719 | 12/14 | 0.72 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 2.4466
[2024-12-12 18:52:57,910][demucs.solver][INFO] - Train | Epoch 719 | 13/14 | 0.75 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.3215
[2024-12-12 18:52:58,235][demucs.solver][INFO] - Train Summary | Epoch 719 | Loss=0.2429 | Reco=0.2429 | Grad=2.3215
[2024-12-12 18:52:58,235][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:52:58,235][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:53:01,253][demucs.solver][INFO] - Valid | Epoch 719 | 1/20 | 1.56 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.295
[2024-12-12 18:53:01,694][demucs.solver][INFO] - Valid | Epoch 719 | 2/20 | 1.74 it/sec | Loss 0.4489 | Reco 0.4489 | Nsdr 1.024
[2024-12-12 18:53:01,897][demucs.solver][INFO] - Valid | Epoch 719 | 3/20 | 2.08 it/sec | Loss 0.4928 | Reco 0.4928 | Nsdr 1.122
[2024-12-12 18:53:02,098][demucs.solver][INFO] - Valid | Epoch 719 | 4/20 | 2.35 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.176
[2024-12-12 18:53:02,327][demucs.solver][INFO] - Valid | Epoch 719 | 5/20 | 2.55 it/sec | Loss 0.5294 | Reco 0.5294 | Nsdr 1.178
[2024-12-12 18:53:02,549][demucs.solver][INFO] - Valid | Epoch 719 | 6/20 | 2.71 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.198
[2024-12-12 18:53:02,750][demucs.solver][INFO] - Valid | Epoch 719 | 7/20 | 2.88 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.225
[2024-12-12 18:53:02,950][demucs.solver][INFO] - Valid | Epoch 719 | 8/20 | 3.02 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.226
[2024-12-12 18:53:03,172][demucs.solver][INFO] - Valid | Epoch 719 | 9/20 | 3.12 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.252
[2024-12-12 18:53:03,371][demucs.solver][INFO] - Valid | Epoch 719 | 10/20 | 3.23 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.235
[2024-12-12 18:53:03,593][demucs.solver][INFO] - Valid | Epoch 719 | 11/20 | 3.31 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.232
[2024-12-12 18:53:03,770][demucs.solver][INFO] - Valid | Epoch 719 | 12/20 | 3.42 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.211
[2024-12-12 18:53:03,925][demucs.solver][INFO] - Valid | Epoch 719 | 13/20 | 3.54 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.214
[2024-12-12 18:53:04,081][demucs.solver][INFO] - Valid | Epoch 719 | 14/20 | 3.65 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.223
[2024-12-12 18:53:04,304][demucs.solver][INFO] - Valid | Epoch 719 | 15/20 | 3.69 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.232
[2024-12-12 18:53:04,524][demucs.solver][INFO] - Valid | Epoch 719 | 16/20 | 3.73 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.238
[2024-12-12 18:53:04,720][demucs.solver][INFO] - Valid | Epoch 719 | 17/20 | 3.79 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.243
[2024-12-12 18:53:04,897][demucs.solver][INFO] - Valid | Epoch 719 | 18/20 | 3.86 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.205
[2024-12-12 18:53:05,095][demucs.solver][INFO] - Valid | Epoch 719 | 19/20 | 3.90 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.221
[2024-12-12 18:53:05,620][demucs.solver][INFO] - Valid Summary | Epoch 719 | Loss=0.5386 | Reco=0.5386 | Nsdr=1.221 | Best=0.5289 | Bname=main
[2024-12-12 18:53:07,122][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:53:07,122][demucs.solver][INFO] - Training...
[2024-12-12 18:53:18,000][demucs.solver][INFO] - Train | Epoch 720 | 1/14 | 0.22 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 2.3591
[2024-12-12 18:53:18,672][demucs.solver][INFO] - Train | Epoch 720 | 2/14 | 0.30 it/sec | Loss 0.2325 | Reco 0.2325 | Grad 1.8158
[2024-12-12 18:53:19,341][demucs.solver][INFO] - Train | Epoch 720 | 3/14 | 0.38 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 1.6497
[2024-12-12 18:53:20,002][demucs.solver][INFO] - Train | Epoch 720 | 4/14 | 0.44 it/sec | Loss 0.2293 | Reco 0.2293 | Grad 1.7852
[2024-12-12 18:53:20,665][demucs.solver][INFO] - Train | Epoch 720 | 5/14 | 0.50 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 1.7173
[2024-12-12 18:53:21,334][demucs.solver][INFO] - Train | Epoch 720 | 6/14 | 0.55 it/sec | Loss 0.2306 | Reco 0.2306 | Grad 1.8906
[2024-12-12 18:53:21,984][demucs.solver][INFO] - Train | Epoch 720 | 7/14 | 0.60 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.8175
[2024-12-12 18:53:22,636][demucs.solver][INFO] - Train | Epoch 720 | 8/14 | 0.65 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 1.9186
[2024-12-12 18:53:23,287][demucs.solver][INFO] - Train | Epoch 720 | 9/14 | 0.69 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 1.8948
[2024-12-12 18:53:23,939][demucs.solver][INFO] - Train | Epoch 720 | 10/14 | 0.72 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.1029
[2024-12-12 18:53:24,593][demucs.solver][INFO] - Train | Epoch 720 | 11/14 | 0.76 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.0157
[2024-12-12 18:53:25,250][demucs.solver][INFO] - Train | Epoch 720 | 12/14 | 0.79 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.9229
[2024-12-12 18:53:25,902][demucs.solver][INFO] - Train | Epoch 720 | 13/14 | 0.81 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.1433
[2024-12-12 18:53:26,262][demucs.solver][INFO] - Train Summary | Epoch 720 | Loss=0.2414 | Reco=0.2414 | Grad=2.1433
[2024-12-12 18:53:26,263][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:53:26,263][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:53:28,522][demucs.solver][INFO] - Valid | Epoch 720 | 1/20 | 3.13 it/sec | Loss 0.5759 | Reco 0.5759 | Nsdr 1.243
[2024-12-12 18:53:28,810][demucs.solver][INFO] - Valid | Epoch 720 | 2/20 | 3.24 it/sec | Loss 0.4516 | Reco 0.4516 | Nsdr 0.990
[2024-12-12 18:53:29,027][demucs.solver][INFO] - Valid | Epoch 720 | 3/20 | 3.50 it/sec | Loss 0.4960 | Reco 0.4960 | Nsdr 1.082
[2024-12-12 18:53:29,277][demucs.solver][INFO] - Valid | Epoch 720 | 4/20 | 3.59 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.130
[2024-12-12 18:53:29,511][demucs.solver][INFO] - Valid | Epoch 720 | 5/20 | 3.68 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.125
[2024-12-12 18:53:29,693][demucs.solver][INFO] - Valid | Epoch 720 | 6/20 | 3.87 it/sec | Loss 0.5172 | Reco 0.5172 | Nsdr 1.146
[2024-12-12 18:53:29,919][demucs.solver][INFO] - Valid | Epoch 720 | 7/20 | 3.93 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.171
[2024-12-12 18:53:30,117][demucs.solver][INFO] - Valid | Epoch 720 | 8/20 | 4.03 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.172
[2024-12-12 18:53:30,323][demucs.solver][INFO] - Valid | Epoch 720 | 9/20 | 4.10 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.195
[2024-12-12 18:53:30,542][demucs.solver][INFO] - Valid | Epoch 720 | 10/20 | 4.14 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.178
[2024-12-12 18:53:30,740][demucs.solver][INFO] - Valid | Epoch 720 | 11/20 | 4.20 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.177
[2024-12-12 18:53:30,939][demucs.solver][INFO] - Valid | Epoch 720 | 12/20 | 4.25 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.158
[2024-12-12 18:53:31,158][demucs.solver][INFO] - Valid | Epoch 720 | 13/20 | 4.27 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.162
[2024-12-12 18:53:31,311][demucs.solver][INFO] - Valid | Epoch 720 | 14/20 | 4.38 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.170
[2024-12-12 18:53:31,488][demucs.solver][INFO] - Valid | Epoch 720 | 15/20 | 4.44 it/sec | Loss 0.5676 | Reco 0.5676 | Nsdr 1.178
[2024-12-12 18:53:31,686][demucs.solver][INFO] - Valid | Epoch 720 | 16/20 | 4.47 it/sec | Loss 0.5716 | Reco 0.5716 | Nsdr 1.184
[2024-12-12 18:53:31,884][demucs.solver][INFO] - Valid | Epoch 720 | 17/20 | 4.50 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.189
[2024-12-12 18:53:32,085][demucs.solver][INFO] - Valid | Epoch 720 | 18/20 | 4.52 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.153
[2024-12-12 18:53:32,285][demucs.solver][INFO] - Valid | Epoch 720 | 19/20 | 4.54 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.167
[2024-12-12 18:53:32,734][demucs.solver][INFO] - Valid Summary | Epoch 720 | Loss=0.5427 | Reco=0.5427 | Nsdr=1.167 | Best=0.5289 | Bname=main
[2024-12-12 18:53:32,734][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:53:32,734][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 18:53:47,467][demucs.evaluate][INFO] - Eval | 1/20 | 0.27 it/sec
[2024-12-12 18:53:51,021][demucs.evaluate][INFO] - Eval | 2/20 | 0.27 it/sec
[2024-12-12 18:53:54,607][demucs.evaluate][INFO] - Eval | 3/20 | 0.27 it/sec
[2024-12-12 18:53:58,337][demucs.evaluate][INFO] - Eval | 4/20 | 0.27 it/sec
[2024-12-12 18:54:01,956][demucs.evaluate][INFO] - Eval | 5/20 | 0.27 it/sec
[2024-12-12 18:54:05,604][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 18:54:09,313][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 18:54:12,876][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 18:54:16,498][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 18:54:20,232][demucs.evaluate][INFO] - Eval | 10/20 | 0.27 it/sec
[2024-12-12 18:54:23,796][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 18:54:27,384][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 18:54:30,984][demucs.evaluate][INFO] - Eval | 13/20 | 0.27 it/sec
[2024-12-12 18:54:34,595][demucs.evaluate][INFO] - Eval | 14/20 | 0.27 it/sec
[2024-12-12 18:54:38,232][demucs.evaluate][INFO] - Eval | 15/20 | 0.27 it/sec
[2024-12-12 18:54:41,801][demucs.evaluate][INFO] - Eval | 16/20 | 0.27 it/sec
[2024-12-12 18:54:45,510][demucs.evaluate][INFO] - Eval | 17/20 | 0.27 it/sec
[2024-12-12 18:54:49,097][demucs.evaluate][INFO] - Eval | 18/20 | 0.27 it/sec
[2024-12-12 18:54:52,711][demucs.evaluate][INFO] - Eval | 19/20 | 0.27 it/sec
[2024-12-12 18:54:52,731][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 108.18 it/sec
[2024-12-12 18:54:52,740][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 108.17 it/sec
[2024-12-12 18:54:52,748][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 111.09 it/sec
[2024-12-12 18:54:52,759][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 106.59 it/sec
[2024-12-12 18:54:52,769][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 106.36 it/sec
[2024-12-12 18:54:52,778][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 106.08 it/sec
[2024-12-12 18:54:52,787][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 106.32 it/sec
[2024-12-12 18:54:52,797][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 106.30 it/sec
[2024-12-12 18:54:52,807][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 105.33 it/sec
[2024-12-12 18:54:52,816][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 105.88 it/sec
[2024-12-12 18:54:52,826][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 105.78 it/sec
[2024-12-12 18:54:52,834][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 106.66 it/sec
[2024-12-12 18:54:52,851][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 100.76 it/sec
[2024-12-12 18:54:52,859][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 101.83 it/sec
[2024-12-12 18:54:52,869][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 102.08 it/sec
[2024-12-12 18:54:52,879][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 101.83 it/sec
[2024-12-12 18:54:52,888][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 102.47 it/sec
[2024-12-12 18:54:52,898][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 102.43 it/sec
[2024-12-12 18:54:52,908][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 101.95 it/sec
[2024-12-12 18:54:52,982][demucs.solver][INFO] - Test Summary | Epoch 720 | Nsdr=1.115 | Nsdr_drums=1.103 | Nsdr_bass=1.125 | Nsdr_other=1.108 | Nsdr_vocals=1.124
[2024-12-12 18:54:54,453][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:54:54,453][demucs.solver][INFO] - Training...
[2024-12-12 18:55:01,202][demucs.solver][INFO] - Train | Epoch 721 | 1/14 | 0.39 it/sec | Loss 0.2142 | Reco 0.2142 | Grad 1.9854
[2024-12-12 18:55:04,608][demucs.solver][INFO] - Train | Epoch 721 | 2/14 | 0.35 it/sec | Loss 0.2268 | Reco 0.2268 | Grad 2.5753
[2024-12-12 18:55:05,273][demucs.solver][INFO] - Train | Epoch 721 | 3/14 | 0.44 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 3.1281
[2024-12-12 18:55:05,937][demucs.solver][INFO] - Train | Epoch 721 | 4/14 | 0.51 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 2.9782
[2024-12-12 18:55:06,601][demucs.solver][INFO] - Train | Epoch 721 | 5/14 | 0.57 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 2.7034
[2024-12-12 18:55:07,265][demucs.solver][INFO] - Train | Epoch 721 | 6/14 | 0.63 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.8769
[2024-12-12 18:55:07,930][demucs.solver][INFO] - Train | Epoch 721 | 7/14 | 0.68 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.8506
[2024-12-12 18:55:08,588][demucs.solver][INFO] - Train | Epoch 721 | 8/14 | 0.72 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 2.8796
[2024-12-12 18:55:09,250][demucs.solver][INFO] - Train | Epoch 721 | 9/14 | 0.76 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.8789
[2024-12-12 18:55:09,915][demucs.solver][INFO] - Train | Epoch 721 | 10/14 | 0.80 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.8184
[2024-12-12 18:55:10,590][demucs.solver][INFO] - Train | Epoch 721 | 11/14 | 0.83 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.7176
[2024-12-12 18:55:11,533][demucs.solver][INFO] - Train | Epoch 721 | 12/14 | 0.84 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.8362
[2024-12-12 18:55:12,456][demucs.solver][INFO] - Train | Epoch 721 | 13/14 | 0.86 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.7380
[2024-12-12 18:55:12,798][demucs.solver][INFO] - Train Summary | Epoch 721 | Loss=0.2389 | Reco=0.2389 | Grad=2.7380
[2024-12-12 18:55:12,798][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:55:12,798][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:55:15,216][demucs.solver][INFO] - Valid | Epoch 721 | 1/20 | 2.30 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.311
[2024-12-12 18:55:15,515][demucs.solver][INFO] - Valid | Epoch 721 | 2/20 | 2.57 it/sec | Loss 0.4481 | Reco 0.4481 | Nsdr 1.041
[2024-12-12 18:55:15,720][demucs.solver][INFO] - Valid | Epoch 721 | 3/20 | 2.91 it/sec | Loss 0.4918 | Reco 0.4918 | Nsdr 1.140
[2024-12-12 18:55:15,922][demucs.solver][INFO] - Valid | Epoch 721 | 4/20 | 3.17 it/sec | Loss 0.5082 | Reco 0.5082 | Nsdr 1.192
[2024-12-12 18:55:16,123][demucs.solver][INFO] - Valid | Epoch 721 | 5/20 | 3.38 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 1.191
[2024-12-12 18:55:16,347][demucs.solver][INFO] - Valid | Epoch 721 | 6/20 | 3.50 it/sec | Loss 0.5125 | Reco 0.5125 | Nsdr 1.211
[2024-12-12 18:55:16,546][demucs.solver][INFO] - Valid | Epoch 721 | 7/20 | 3.64 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.235
[2024-12-12 18:55:16,748][demucs.solver][INFO] - Valid | Epoch 721 | 8/20 | 3.75 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.234
[2024-12-12 18:55:16,954][demucs.solver][INFO] - Valid | Epoch 721 | 9/20 | 3.84 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.259
[2024-12-12 18:55:17,154][demucs.solver][INFO] - Valid | Epoch 721 | 10/20 | 3.92 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.241
[2024-12-12 18:55:17,352][demucs.solver][INFO] - Valid | Epoch 721 | 11/20 | 3.99 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.238
[2024-12-12 18:55:17,551][demucs.solver][INFO] - Valid | Epoch 721 | 12/20 | 4.06 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.217
[2024-12-12 18:55:17,752][demucs.solver][INFO] - Valid | Epoch 721 | 13/20 | 4.11 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.221
[2024-12-12 18:55:17,953][demucs.solver][INFO] - Valid | Epoch 721 | 14/20 | 4.16 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.229
[2024-12-12 18:55:18,176][demucs.solver][INFO] - Valid | Epoch 721 | 15/20 | 4.18 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.238
[2024-12-12 18:55:18,373][demucs.solver][INFO] - Valid | Epoch 721 | 16/20 | 4.22 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.244
[2024-12-12 18:55:18,570][demucs.solver][INFO] - Valid | Epoch 721 | 17/20 | 4.26 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.251
[2024-12-12 18:55:18,791][demucs.solver][INFO] - Valid | Epoch 721 | 18/20 | 4.28 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.213
[2024-12-12 18:55:19,013][demucs.solver][INFO] - Valid | Epoch 721 | 19/20 | 4.29 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.230
[2024-12-12 18:55:19,447][demucs.solver][INFO] - Valid Summary | Epoch 721 | Loss=0.5378 | Reco=0.5378 | Nsdr=1.230 | Best=0.5289 | Bname=main
[2024-12-12 18:55:20,894][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:55:20,894][demucs.solver][INFO] - Training...
[2024-12-12 18:55:29,989][demucs.solver][INFO] - Train | Epoch 722 | 1/14 | 0.28 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 3.4262
[2024-12-12 18:55:30,660][demucs.solver][INFO] - Train | Epoch 722 | 2/14 | 0.38 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 2.5681
[2024-12-12 18:55:31,322][demucs.solver][INFO] - Train | Epoch 722 | 3/14 | 0.47 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 2.4704
[2024-12-12 18:55:31,990][demucs.solver][INFO] - Train | Epoch 722 | 4/14 | 0.54 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.6997
[2024-12-12 18:55:32,655][demucs.solver][INFO] - Train | Epoch 722 | 5/14 | 0.61 it/sec | Loss 0.2332 | Reco 0.2332 | Grad 2.4508
[2024-12-12 18:55:33,312][demucs.solver][INFO] - Train | Epoch 722 | 6/14 | 0.66 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 2.3482
[2024-12-12 18:55:33,965][demucs.solver][INFO] - Train | Epoch 722 | 7/14 | 0.71 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 2.1704
[2024-12-12 18:55:34,615][demucs.solver][INFO] - Train | Epoch 722 | 8/14 | 0.76 it/sec | Loss 0.2276 | Reco 0.2276 | Grad 2.0179
[2024-12-12 18:55:35,265][demucs.solver][INFO] - Train | Epoch 722 | 9/14 | 0.80 it/sec | Loss 0.2274 | Reco 0.2274 | Grad 2.0215
[2024-12-12 18:55:35,920][demucs.solver][INFO] - Train | Epoch 722 | 10/14 | 0.84 it/sec | Loss 0.2300 | Reco 0.2300 | Grad 2.0482
[2024-12-12 18:55:36,574][demucs.solver][INFO] - Train | Epoch 722 | 11/14 | 0.87 it/sec | Loss 0.2322 | Reco 0.2322 | Grad 1.9008
[2024-12-12 18:55:37,229][demucs.solver][INFO] - Train | Epoch 722 | 12/14 | 0.90 it/sec | Loss 0.2333 | Reco 0.2333 | Grad 1.7713
[2024-12-12 18:55:37,878][demucs.solver][INFO] - Train | Epoch 722 | 13/14 | 0.93 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 1.8079
[2024-12-12 18:55:38,235][demucs.solver][INFO] - Train Summary | Epoch 722 | Loss=0.2359 | Reco=0.2359 | Grad=1.8079
[2024-12-12 18:55:38,235][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:55:38,235][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:55:40,861][demucs.solver][INFO] - Valid | Epoch 722 | 1/20 | 2.04 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.295
[2024-12-12 18:55:41,672][demucs.solver][INFO] - Valid | Epoch 722 | 2/20 | 1.67 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.026
[2024-12-12 18:55:42,097][demucs.solver][INFO] - Valid | Epoch 722 | 3/20 | 1.80 it/sec | Loss 0.4933 | Reco 0.4933 | Nsdr 1.121
[2024-12-12 18:55:42,479][demucs.solver][INFO] - Valid | Epoch 722 | 4/20 | 1.92 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.173
[2024-12-12 18:55:42,683][demucs.solver][INFO] - Valid | Epoch 722 | 5/20 | 2.14 it/sec | Loss 0.5298 | Reco 0.5298 | Nsdr 1.174
[2024-12-12 18:55:42,862][demucs.solver][INFO] - Valid | Epoch 722 | 6/20 | 2.35 it/sec | Loss 0.5138 | Reco 0.5138 | Nsdr 1.194
[2024-12-12 18:55:43,084][demucs.solver][INFO] - Valid | Epoch 722 | 7/20 | 2.50 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.219
[2024-12-12 18:55:43,264][demucs.solver][INFO] - Valid | Epoch 722 | 8/20 | 2.66 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.220
[2024-12-12 18:55:43,490][demucs.solver][INFO] - Valid | Epoch 722 | 9/20 | 2.77 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.246
[2024-12-12 18:55:43,713][demucs.solver][INFO] - Valid | Epoch 722 | 10/20 | 2.87 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.228
[2024-12-12 18:55:43,939][demucs.solver][INFO] - Valid | Epoch 722 | 11/20 | 2.96 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.226
[2024-12-12 18:55:44,118][demucs.solver][INFO] - Valid | Epoch 722 | 12/20 | 3.07 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.207
[2024-12-12 18:55:44,319][demucs.solver][INFO] - Valid | Epoch 722 | 13/20 | 3.15 it/sec | Loss 0.5653 | Reco 0.5653 | Nsdr 1.212
[2024-12-12 18:55:44,543][demucs.solver][INFO] - Valid | Epoch 722 | 14/20 | 3.22 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.221
[2024-12-12 18:55:44,766][demucs.solver][INFO] - Valid | Epoch 722 | 15/20 | 3.27 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.230
[2024-12-12 18:55:44,965][demucs.solver][INFO] - Valid | Epoch 722 | 16/20 | 3.34 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.236
[2024-12-12 18:55:45,122][demucs.solver][INFO] - Valid | Epoch 722 | 17/20 | 3.43 it/sec | Loss 0.5563 | Reco 0.5563 | Nsdr 1.240
[2024-12-12 18:55:45,345][demucs.solver][INFO] - Valid | Epoch 722 | 18/20 | 3.48 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.202
[2024-12-12 18:55:45,545][demucs.solver][INFO] - Valid | Epoch 722 | 19/20 | 3.53 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.217
[2024-12-12 18:55:45,985][demucs.solver][INFO] - Valid Summary | Epoch 722 | Loss=0.5391 | Reco=0.5391 | Nsdr=1.217 | Best=0.5289 | Bname=main
[2024-12-12 18:55:47,372][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:55:47,372][demucs.solver][INFO] - Training...
[2024-12-12 18:55:54,276][demucs.solver][INFO] - Train | Epoch 723 | 1/14 | 0.39 it/sec | Loss 0.2648 | Reco 0.2648 | Grad 1.4921
[2024-12-12 18:55:56,065][demucs.solver][INFO] - Train | Epoch 723 | 2/14 | 0.44 it/sec | Loss 0.2613 | Reco 0.2613 | Grad 1.2384
[2024-12-12 18:55:56,732][demucs.solver][INFO] - Train | Epoch 723 | 3/14 | 0.53 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 1.0346
[2024-12-12 18:55:57,397][demucs.solver][INFO] - Train | Epoch 723 | 4/14 | 0.61 it/sec | Loss 0.2566 | Reco 0.2566 | Grad 1.2634
[2024-12-12 18:55:58,065][demucs.solver][INFO] - Train | Epoch 723 | 5/14 | 0.67 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.2484
[2024-12-12 18:55:58,725][demucs.solver][INFO] - Train | Epoch 723 | 6/14 | 0.73 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.1163
[2024-12-12 18:55:59,385][demucs.solver][INFO] - Train | Epoch 723 | 7/14 | 0.78 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 1.0083
[2024-12-12 18:56:00,043][demucs.solver][INFO] - Train | Epoch 723 | 8/14 | 0.83 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.0451
[2024-12-12 18:56:00,701][demucs.solver][INFO] - Train | Epoch 723 | 9/14 | 0.87 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 1.1559
[2024-12-12 18:56:01,354][demucs.solver][INFO] - Train | Epoch 723 | 10/14 | 0.90 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.1808
[2024-12-12 18:56:02,006][demucs.solver][INFO] - Train | Epoch 723 | 11/14 | 0.94 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 1.2216
[2024-12-12 18:56:02,659][demucs.solver][INFO] - Train | Epoch 723 | 12/14 | 0.96 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.3619
[2024-12-12 18:56:03,312][demucs.solver][INFO] - Train | Epoch 723 | 13/14 | 0.99 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 1.5125
[2024-12-12 18:56:03,674][demucs.solver][INFO] - Train Summary | Epoch 723 | Loss=0.2517 | Reco=0.2517 | Grad=1.5125
[2024-12-12 18:56:03,674][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:56:03,674][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:56:06,754][demucs.solver][INFO] - Valid | Epoch 723 | 1/20 | 1.44 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.389
[2024-12-12 18:56:07,176][demucs.solver][INFO] - Valid | Epoch 723 | 2/20 | 1.65 it/sec | Loss 0.4435 | Reco 0.4435 | Nsdr 1.105
[2024-12-12 18:56:07,411][demucs.solver][INFO] - Valid | Epoch 723 | 3/20 | 1.95 it/sec | Loss 0.4871 | Reco 0.4871 | Nsdr 1.206
[2024-12-12 18:56:07,723][demucs.solver][INFO] - Valid | Epoch 723 | 4/20 | 2.12 it/sec | Loss 0.5032 | Reco 0.5032 | Nsdr 1.255
[2024-12-12 18:56:08,400][demucs.solver][INFO] - Valid | Epoch 723 | 5/20 | 1.97 it/sec | Loss 0.5231 | Reco 0.5231 | Nsdr 1.254
[2024-12-12 18:56:08,911][demucs.solver][INFO] - Valid | Epoch 723 | 6/20 | 1.97 it/sec | Loss 0.5074 | Reco 0.5074 | Nsdr 1.273
[2024-12-12 18:56:09,095][demucs.solver][INFO] - Valid | Epoch 723 | 7/20 | 2.14 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.300
[2024-12-12 18:56:09,298][demucs.solver][INFO] - Valid | Epoch 723 | 8/20 | 2.29 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.300
[2024-12-12 18:56:09,476][demucs.solver][INFO] - Valid | Epoch 723 | 9/20 | 2.43 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.326
[2024-12-12 18:56:09,701][demucs.solver][INFO] - Valid | Epoch 723 | 10/20 | 2.54 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.307
[2024-12-12 18:56:09,901][demucs.solver][INFO] - Valid | Epoch 723 | 11/20 | 2.64 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.305
[2024-12-12 18:56:10,118][demucs.solver][INFO] - Valid | Epoch 723 | 12/20 | 2.73 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.282
[2024-12-12 18:56:10,318][demucs.solver][INFO] - Valid | Epoch 723 | 13/20 | 2.82 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.284
[2024-12-12 18:56:10,543][demucs.solver][INFO] - Valid | Epoch 723 | 14/20 | 2.89 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.292
[2024-12-12 18:56:10,696][demucs.solver][INFO] - Valid | Epoch 723 | 15/20 | 3.00 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.301
[2024-12-12 18:56:10,915][demucs.solver][INFO] - Valid | Epoch 723 | 16/20 | 3.06 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.307
[2024-12-12 18:56:11,091][demucs.solver][INFO] - Valid | Epoch 723 | 17/20 | 3.14 it/sec | Loss 0.5500 | Reco 0.5500 | Nsdr 1.315
[2024-12-12 18:56:11,306][demucs.solver][INFO] - Valid | Epoch 723 | 18/20 | 3.20 it/sec | Loss 0.5347 | Reco 0.5347 | Nsdr 1.277
[2024-12-12 18:56:11,537][demucs.solver][INFO] - Valid | Epoch 723 | 19/20 | 3.24 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.293
[2024-12-12 18:56:11,928][demucs.solver][INFO] - Valid Summary | Epoch 723 | Loss=0.5330 | Reco=0.5330 | Nsdr=1.293 | Best=0.5289 | Bname=main
[2024-12-12 18:56:13,315][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:56:13,316][demucs.solver][INFO] - Training...
[2024-12-12 18:56:24,454][demucs.solver][INFO] - Train | Epoch 724 | 1/14 | 0.21 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.0741
[2024-12-12 18:56:25,125][demucs.solver][INFO] - Train | Epoch 724 | 2/14 | 0.29 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 2.3443
[2024-12-12 18:56:25,788][demucs.solver][INFO] - Train | Epoch 724 | 3/14 | 0.37 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 2.6171
[2024-12-12 18:56:26,454][demucs.solver][INFO] - Train | Epoch 724 | 4/14 | 0.43 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 2.2369
[2024-12-12 18:56:27,113][demucs.solver][INFO] - Train | Epoch 724 | 5/14 | 0.49 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 1.9647
[2024-12-12 18:56:27,783][demucs.solver][INFO] - Train | Epoch 724 | 6/14 | 0.54 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.8646
[2024-12-12 18:56:28,440][demucs.solver][INFO] - Train | Epoch 724 | 7/14 | 0.59 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.7815
[2024-12-12 18:56:29,103][demucs.solver][INFO] - Train | Epoch 724 | 8/14 | 0.63 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 1.8581
[2024-12-12 18:56:29,769][demucs.solver][INFO] - Train | Epoch 724 | 9/14 | 0.67 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.7950
[2024-12-12 18:56:30,431][demucs.solver][INFO] - Train | Epoch 724 | 10/14 | 0.71 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.6812
[2024-12-12 18:56:31,085][demucs.solver][INFO] - Train | Epoch 724 | 11/14 | 0.74 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.7610
[2024-12-12 18:56:31,736][demucs.solver][INFO] - Train | Epoch 724 | 12/14 | 0.77 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.0790
[2024-12-12 18:56:32,384][demucs.solver][INFO] - Train | Epoch 724 | 13/14 | 0.80 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 2.0218
[2024-12-12 18:56:32,724][demucs.solver][INFO] - Train Summary | Epoch 724 | Loss=0.2425 | Reco=0.2425 | Grad=2.0218
[2024-12-12 18:56:32,724][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:56:32,725][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:56:35,515][demucs.solver][INFO] - Valid | Epoch 724 | 1/20 | 1.74 it/sec | Loss 0.5771 | Reco 0.5771 | Nsdr 1.219
[2024-12-12 18:56:36,131][demucs.solver][INFO] - Valid | Epoch 724 | 2/20 | 1.70 it/sec | Loss 0.4525 | Reco 0.4525 | Nsdr 0.972
[2024-12-12 18:56:36,661][demucs.solver][INFO] - Valid | Epoch 724 | 3/20 | 1.74 it/sec | Loss 0.4973 | Reco 0.4973 | Nsdr 1.045
[2024-12-12 18:56:37,207][demucs.solver][INFO] - Valid | Epoch 724 | 4/20 | 1.76 it/sec | Loss 0.5144 | Reco 0.5144 | Nsdr 1.091
[2024-12-12 18:56:38,118][demucs.solver][INFO] - Valid | Epoch 724 | 5/20 | 1.60 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.091
[2024-12-12 18:56:38,994][demucs.solver][INFO] - Valid | Epoch 724 | 6/20 | 1.51 it/sec | Loss 0.5190 | Reco 0.5190 | Nsdr 1.113
[2024-12-12 18:56:39,805][demucs.solver][INFO] - Valid | Epoch 724 | 7/20 | 1.47 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.130
[2024-12-12 18:56:40,609][demucs.solver][INFO] - Valid | Epoch 724 | 8/20 | 1.44 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.129
[2024-12-12 18:56:41,486][demucs.solver][INFO] - Valid | Epoch 724 | 9/20 | 1.40 it/sec | Loss 0.5553 | Reco 0.5553 | Nsdr 1.152
[2024-12-12 18:56:42,080][demucs.solver][INFO] - Valid | Epoch 724 | 10/20 | 1.43 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.138
[2024-12-12 18:56:42,474][demucs.solver][INFO] - Valid | Epoch 724 | 11/20 | 1.48 it/sec | Loss 0.5547 | Reco 0.5547 | Nsdr 1.139
[2024-12-12 18:56:42,752][demucs.solver][INFO] - Valid | Epoch 724 | 12/20 | 1.55 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.122
[2024-12-12 18:56:42,976][demucs.solver][INFO] - Valid | Epoch 724 | 13/20 | 1.63 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.129
[2024-12-12 18:56:43,270][demucs.solver][INFO] - Valid | Epoch 724 | 14/20 | 1.68 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.137
[2024-12-12 18:56:43,510][demucs.solver][INFO] - Valid | Epoch 724 | 15/20 | 1.75 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.143
[2024-12-12 18:56:43,741][demucs.solver][INFO] - Valid | Epoch 724 | 16/20 | 1.81 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.151
[2024-12-12 18:56:43,951][demucs.solver][INFO] - Valid | Epoch 724 | 17/20 | 1.88 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.154
[2024-12-12 18:56:44,189][demucs.solver][INFO] - Valid | Epoch 724 | 18/20 | 1.93 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.120
[2024-12-12 18:56:44,420][demucs.solver][INFO] - Valid | Epoch 724 | 19/20 | 1.99 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.133
[2024-12-12 18:56:45,516][demucs.solver][INFO] - Valid Summary | Epoch 724 | Loss=0.5446 | Reco=0.5446 | Nsdr=1.133 | Best=0.5289 | Bname=main
[2024-12-12 18:56:46,877][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:56:46,878][demucs.solver][INFO] - Training...
[2024-12-12 18:56:53,426][demucs.solver][INFO] - Train | Epoch 725 | 1/14 | 0.41 it/sec | Loss 0.2671 | Reco 0.2671 | Grad 3.3053
[2024-12-12 18:56:55,747][demucs.solver][INFO] - Train | Epoch 725 | 2/14 | 0.41 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 3.3391
[2024-12-12 18:56:56,429][demucs.solver][INFO] - Train | Epoch 725 | 3/14 | 0.50 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.7083
[2024-12-12 18:56:57,101][demucs.solver][INFO] - Train | Epoch 725 | 4/14 | 0.58 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.4129
[2024-12-12 18:56:58,287][demucs.solver][INFO] - Train | Epoch 725 | 5/14 | 0.61 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 2.4237
[2024-12-12 18:56:59,077][demucs.solver][INFO] - Train | Epoch 725 | 6/14 | 0.66 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 2.4146
[2024-12-12 18:56:59,734][demucs.solver][INFO] - Train | Epoch 725 | 7/14 | 0.71 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 2.4193
[2024-12-12 18:57:00,388][demucs.solver][INFO] - Train | Epoch 725 | 8/14 | 0.76 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.2590
[2024-12-12 18:57:01,045][demucs.solver][INFO] - Train | Epoch 725 | 9/14 | 0.80 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 2.2788
[2024-12-12 18:57:01,700][demucs.solver][INFO] - Train | Epoch 725 | 10/14 | 0.83 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 2.3287
[2024-12-12 18:57:02,356][demucs.solver][INFO] - Train | Epoch 725 | 11/14 | 0.87 it/sec | Loss 0.2344 | Reco 0.2344 | Grad 2.3454
[2024-12-12 18:57:03,008][demucs.solver][INFO] - Train | Epoch 725 | 12/14 | 0.90 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 2.2272
[2024-12-12 18:57:03,660][demucs.solver][INFO] - Train | Epoch 725 | 13/14 | 0.92 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 2.1508
[2024-12-12 18:57:04,001][demucs.solver][INFO] - Train Summary | Epoch 725 | Loss=0.2378 | Reco=0.2378 | Grad=2.1508
[2024-12-12 18:57:04,002][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:57:04,002][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:57:07,824][demucs.solver][INFO] - Valid | Epoch 725 | 1/20 | 1.02 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.313
[2024-12-12 18:57:08,677][demucs.solver][INFO] - Valid | Epoch 725 | 2/20 | 1.07 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.035
[2024-12-12 18:57:09,334][demucs.solver][INFO] - Valid | Epoch 725 | 3/20 | 1.15 it/sec | Loss 0.4923 | Reco 0.4923 | Nsdr 1.139
[2024-12-12 18:57:09,840][demucs.solver][INFO] - Valid | Epoch 725 | 4/20 | 1.26 it/sec | Loss 0.5084 | Reco 0.5084 | Nsdr 1.197
[2024-12-12 18:57:10,201][demucs.solver][INFO] - Valid | Epoch 725 | 5/20 | 1.38 it/sec | Loss 0.5282 | Reco 0.5282 | Nsdr 1.201
[2024-12-12 18:57:10,647][demucs.solver][INFO] - Valid | Epoch 725 | 6/20 | 1.46 it/sec | Loss 0.5121 | Reco 0.5121 | Nsdr 1.222
[2024-12-12 18:57:10,951][demucs.solver][INFO] - Valid | Epoch 725 | 7/20 | 1.57 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.250
[2024-12-12 18:57:11,452][demucs.solver][INFO] - Valid | Epoch 725 | 8/20 | 1.61 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.255
[2024-12-12 18:57:11,914][demucs.solver][INFO] - Valid | Epoch 725 | 9/20 | 1.65 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.282
[2024-12-12 18:57:12,230][demucs.solver][INFO] - Valid | Epoch 725 | 10/20 | 1.73 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.261
[2024-12-12 18:57:12,545][demucs.solver][INFO] - Valid | Epoch 725 | 11/20 | 1.80 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.259
[2024-12-12 18:57:12,708][demucs.solver][INFO] - Valid | Epoch 725 | 12/20 | 1.90 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.237
[2024-12-12 18:57:12,904][demucs.solver][INFO] - Valid | Epoch 725 | 13/20 | 1.99 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.239
[2024-12-12 18:57:13,110][demucs.solver][INFO] - Valid | Epoch 725 | 14/20 | 2.07 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.249
[2024-12-12 18:57:13,417][demucs.solver][INFO] - Valid | Epoch 725 | 15/20 | 2.12 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.257
[2024-12-12 18:57:13,701][demucs.solver][INFO] - Valid | Epoch 725 | 16/20 | 2.17 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.264
[2024-12-12 18:57:13,982][demucs.solver][INFO] - Valid | Epoch 725 | 17/20 | 2.22 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.268
[2024-12-12 18:57:14,188][demucs.solver][INFO] - Valid | Epoch 725 | 18/20 | 2.28 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.229
[2024-12-12 18:57:14,382][demucs.solver][INFO] - Valid | Epoch 725 | 19/20 | 2.35 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.244
[2024-12-12 18:57:14,865][demucs.solver][INFO] - Valid Summary | Epoch 725 | Loss=0.5375 | Reco=0.5375 | Nsdr=1.244 | Best=0.5289 | Bname=main
[2024-12-12 18:57:16,201][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:57:16,201][demucs.solver][INFO] - Training...
[2024-12-12 18:57:26,521][demucs.solver][INFO] - Train | Epoch 726 | 1/14 | 0.23 it/sec | Loss 0.2321 | Reco 0.2321 | Grad 1.2378
[2024-12-12 18:57:27,336][demucs.solver][INFO] - Train | Epoch 726 | 2/14 | 0.31 it/sec | Loss 0.2287 | Reco 0.2287 | Grad 1.8014
[2024-12-12 18:57:28,032][demucs.solver][INFO] - Train | Epoch 726 | 3/14 | 0.39 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.1369
[2024-12-12 18:57:28,707][demucs.solver][INFO] - Train | Epoch 726 | 4/14 | 0.46 it/sec | Loss 0.2620 | Reco 0.2620 | Grad 2.3666
[2024-12-12 18:57:29,365][demucs.solver][INFO] - Train | Epoch 726 | 5/14 | 0.52 it/sec | Loss 0.2557 | Reco 0.2557 | Grad 2.1504
[2024-12-12 18:57:30,020][demucs.solver][INFO] - Train | Epoch 726 | 6/14 | 0.57 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 2.3865
[2024-12-12 18:57:30,675][demucs.solver][INFO] - Train | Epoch 726 | 7/14 | 0.62 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 2.1297
[2024-12-12 18:57:31,329][demucs.solver][INFO] - Train | Epoch 726 | 8/14 | 0.66 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 1.9139
[2024-12-12 18:57:31,981][demucs.solver][INFO] - Train | Epoch 726 | 9/14 | 0.70 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 1.7913
[2024-12-12 18:57:32,637][demucs.solver][INFO] - Train | Epoch 726 | 10/14 | 0.74 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.8403
[2024-12-12 18:57:33,296][demucs.solver][INFO] - Train | Epoch 726 | 11/14 | 0.77 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.7891
[2024-12-12 18:57:33,949][demucs.solver][INFO] - Train | Epoch 726 | 12/14 | 0.80 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.7501
[2024-12-12 18:57:34,603][demucs.solver][INFO] - Train | Epoch 726 | 13/14 | 0.83 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.7133
[2024-12-12 18:57:34,971][demucs.solver][INFO] - Train Summary | Epoch 726 | Loss=0.2486 | Reco=0.2486 | Grad=1.7133
[2024-12-12 18:57:34,972][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:57:34,972][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:57:38,663][demucs.solver][INFO] - Valid | Epoch 726 | 1/20 | 1.01 it/sec | Loss 0.5699 | Reco 0.5699 | Nsdr 1.343
[2024-12-12 18:57:39,374][demucs.solver][INFO] - Valid | Epoch 726 | 2/20 | 1.12 it/sec | Loss 0.4472 | Reco 0.4472 | Nsdr 1.067
[2024-12-12 18:57:39,959][demucs.solver][INFO] - Valid | Epoch 726 | 3/20 | 1.22 it/sec | Loss 0.4913 | Reco 0.4913 | Nsdr 1.160
[2024-12-12 18:57:40,377][demucs.solver][INFO] - Valid | Epoch 726 | 4/20 | 1.35 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.209
[2024-12-12 18:57:40,752][demucs.solver][INFO] - Valid | Epoch 726 | 5/20 | 1.48 it/sec | Loss 0.5276 | Reco 0.5276 | Nsdr 1.209
[2024-12-12 18:57:41,166][demucs.solver][INFO] - Valid | Epoch 726 | 6/20 | 1.56 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.230
[2024-12-12 18:57:41,397][demucs.solver][INFO] - Valid | Epoch 726 | 7/20 | 1.70 it/sec | Loss 0.5322 | Reco 0.5322 | Nsdr 1.256
[2024-12-12 18:57:41,606][demucs.solver][INFO] - Valid | Epoch 726 | 8/20 | 1.83 it/sec | Loss 0.5485 | Reco 0.5485 | Nsdr 1.255
[2024-12-12 18:57:41,832][demucs.solver][INFO] - Valid | Epoch 726 | 9/20 | 1.94 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.281
[2024-12-12 18:57:42,033][demucs.solver][INFO] - Valid | Epoch 726 | 10/20 | 2.06 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.263
[2024-12-12 18:57:42,208][demucs.solver][INFO] - Valid | Epoch 726 | 11/20 | 2.17 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.262
[2024-12-12 18:57:42,406][demucs.solver][INFO] - Valid | Epoch 726 | 12/20 | 2.27 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.241
[2024-12-12 18:57:42,580][demucs.solver][INFO] - Valid | Epoch 726 | 13/20 | 2.38 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.244
[2024-12-12 18:57:42,779][demucs.solver][INFO] - Valid | Epoch 726 | 14/20 | 2.46 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.253
[2024-12-12 18:57:42,957][demucs.solver][INFO] - Valid | Epoch 726 | 15/20 | 2.55 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.261
[2024-12-12 18:57:43,155][demucs.solver][INFO] - Valid | Epoch 726 | 16/20 | 2.63 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.268
[2024-12-12 18:57:43,356][demucs.solver][INFO] - Valid | Epoch 726 | 17/20 | 2.70 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.274
[2024-12-12 18:57:43,574][demucs.solver][INFO] - Valid | Epoch 726 | 18/20 | 2.76 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.237
[2024-12-12 18:57:43,758][demucs.solver][INFO] - Valid | Epoch 726 | 19/20 | 2.83 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.252
[2024-12-12 18:57:44,168][demucs.solver][INFO] - Valid Summary | Epoch 726 | Loss=0.5370 | Reco=0.5370 | Nsdr=1.252 | Best=0.5289 | Bname=main
[2024-12-12 18:57:45,556][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:57:45,557][demucs.solver][INFO] - Training...
[2024-12-12 18:57:56,061][demucs.solver][INFO] - Train | Epoch 727 | 1/14 | 0.23 it/sec | Loss 0.2241 | Reco 0.2241 | Grad 0.3899
[2024-12-12 18:57:56,723][demucs.solver][INFO] - Train | Epoch 727 | 2/14 | 0.31 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 1.0890
[2024-12-12 18:57:57,388][demucs.solver][INFO] - Train | Epoch 727 | 3/14 | 0.39 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 0.8945
[2024-12-12 18:57:58,038][demucs.solver][INFO] - Train | Epoch 727 | 4/14 | 0.46 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 0.7857
[2024-12-12 18:57:58,687][demucs.solver][INFO] - Train | Epoch 727 | 5/14 | 0.52 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 0.9843
[2024-12-12 18:57:59,343][demucs.solver][INFO] - Train | Epoch 727 | 6/14 | 0.58 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.1100
[2024-12-12 18:57:59,992][demucs.solver][INFO] - Train | Epoch 727 | 7/14 | 0.62 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.2112
[2024-12-12 18:58:00,642][demucs.solver][INFO] - Train | Epoch 727 | 8/14 | 0.67 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 1.1188
[2024-12-12 18:58:01,292][demucs.solver][INFO] - Train | Epoch 727 | 9/14 | 0.71 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.2956
[2024-12-12 18:58:01,947][demucs.solver][INFO] - Train | Epoch 727 | 10/14 | 0.75 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.2162
[2024-12-12 18:58:02,601][demucs.solver][INFO] - Train | Epoch 727 | 11/14 | 0.78 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 1.2822
[2024-12-12 18:58:03,249][demucs.solver][INFO] - Train | Epoch 727 | 12/14 | 0.81 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.4887
[2024-12-12 18:58:03,906][demucs.solver][INFO] - Train | Epoch 727 | 13/14 | 0.84 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.5491
[2024-12-12 18:58:04,264][demucs.solver][INFO] - Train Summary | Epoch 727 | Loss=0.2413 | Reco=0.2413 | Grad=1.5491
[2024-12-12 18:58:04,264][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:58:04,265][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:58:06,695][demucs.solver][INFO] - Valid | Epoch 727 | 1/20 | 2.60 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.281
[2024-12-12 18:58:06,922][demucs.solver][INFO] - Valid | Epoch 727 | 2/20 | 3.01 it/sec | Loss 0.4498 | Reco 0.4498 | Nsdr 1.018
[2024-12-12 18:58:07,149][demucs.solver][INFO] - Valid | Epoch 727 | 3/20 | 3.27 it/sec | Loss 0.4941 | Reco 0.4941 | Nsdr 1.107
[2024-12-12 18:58:07,355][demucs.solver][INFO] - Valid | Epoch 727 | 4/20 | 3.50 it/sec | Loss 0.5105 | Reco 0.5105 | Nsdr 1.156
[2024-12-12 18:58:07,556][demucs.solver][INFO] - Valid | Epoch 727 | 5/20 | 3.68 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 1.160
[2024-12-12 18:58:07,759][demucs.solver][INFO] - Valid | Epoch 727 | 6/20 | 3.82 it/sec | Loss 0.5143 | Reco 0.5143 | Nsdr 1.183
[2024-12-12 18:58:07,958][demucs.solver][INFO] - Valid | Epoch 727 | 7/20 | 3.94 it/sec | Loss 0.5350 | Reco 0.5350 | Nsdr 1.208
[2024-12-12 18:58:08,135][demucs.solver][INFO] - Valid | Epoch 727 | 8/20 | 4.07 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.206
[2024-12-12 18:58:08,338][demucs.solver][INFO] - Valid | Epoch 727 | 9/20 | 4.15 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.232
[2024-12-12 18:58:08,568][demucs.solver][INFO] - Valid | Epoch 727 | 10/20 | 4.16 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.216
[2024-12-12 18:58:08,746][demucs.solver][INFO] - Valid | Epoch 727 | 11/20 | 4.25 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.215
[2024-12-12 18:58:08,947][demucs.solver][INFO] - Valid | Epoch 727 | 12/20 | 4.30 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.195
[2024-12-12 18:58:09,127][demucs.solver][INFO] - Valid | Epoch 727 | 13/20 | 4.37 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.198
[2024-12-12 18:58:09,325][demucs.solver][INFO] - Valid | Epoch 727 | 14/20 | 4.41 it/sec | Loss 0.5634 | Reco 0.5634 | Nsdr 1.207
[2024-12-12 18:58:09,548][demucs.solver][INFO] - Valid | Epoch 727 | 15/20 | 4.42 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.215
[2024-12-12 18:58:09,726][demucs.solver][INFO] - Valid | Epoch 727 | 16/20 | 4.47 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.223
[2024-12-12 18:58:09,884][demucs.solver][INFO] - Valid | Epoch 727 | 17/20 | 4.55 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.227
[2024-12-12 18:58:10,103][demucs.solver][INFO] - Valid | Epoch 727 | 18/20 | 4.55 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.190
[2024-12-12 18:58:10,286][demucs.solver][INFO] - Valid | Epoch 727 | 19/20 | 4.59 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.204
[2024-12-12 18:58:10,922][demucs.solver][INFO] - Valid Summary | Epoch 727 | Loss=0.5400 | Reco=0.5400 | Nsdr=1.204 | Best=0.5289 | Bname=main
[2024-12-12 18:58:12,315][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:58:12,315][demucs.solver][INFO] - Training...
[2024-12-12 18:58:19,057][demucs.solver][INFO] - Train | Epoch 728 | 1/14 | 0.40 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.8981
[2024-12-12 18:58:19,729][demucs.solver][INFO] - Train | Epoch 728 | 2/14 | 0.53 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.3735
[2024-12-12 18:58:20,411][demucs.solver][INFO] - Train | Epoch 728 | 3/14 | 0.63 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 2.1420
[2024-12-12 18:58:21,087][demucs.solver][INFO] - Train | Epoch 728 | 4/14 | 0.71 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 2.2784
[2024-12-12 18:58:22,290][demucs.solver][INFO] - Train | Epoch 728 | 5/14 | 0.73 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.5843
[2024-12-12 18:58:22,942][demucs.solver][INFO] - Train | Epoch 728 | 6/14 | 0.78 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 2.4528
[2024-12-12 18:58:23,598][demucs.solver][INFO] - Train | Epoch 728 | 7/14 | 0.83 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 2.4330
[2024-12-12 18:58:24,256][demucs.solver][INFO] - Train | Epoch 728 | 8/14 | 0.88 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 2.4710
[2024-12-12 18:58:24,908][demucs.solver][INFO] - Train | Epoch 728 | 9/14 | 0.92 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 2.4578
[2024-12-12 18:58:25,558][demucs.solver][INFO] - Train | Epoch 728 | 10/14 | 0.95 it/sec | Loss 0.2379 | Reco 0.2379 | Grad 2.4575
[2024-12-12 18:58:26,208][demucs.solver][INFO] - Train | Epoch 728 | 11/14 | 0.98 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.5951
[2024-12-12 18:58:26,860][demucs.solver][INFO] - Train | Epoch 728 | 12/14 | 1.01 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.6729
[2024-12-12 18:58:27,510][demucs.solver][INFO] - Train | Epoch 728 | 13/14 | 1.04 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 2.5926
[2024-12-12 18:58:27,900][demucs.solver][INFO] - Train Summary | Epoch 728 | Loss=0.2444 | Reco=0.2444 | Grad=2.5926
[2024-12-12 18:58:27,901][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:58:27,901][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:58:30,114][demucs.solver][INFO] - Valid | Epoch 728 | 1/20 | 3.78 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.298
[2024-12-12 18:58:30,330][demucs.solver][INFO] - Valid | Epoch 728 | 2/20 | 4.03 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.023
[2024-12-12 18:58:30,600][demucs.solver][INFO] - Valid | Epoch 728 | 3/20 | 3.94 it/sec | Loss 0.4920 | Reco 0.4920 | Nsdr 1.125
[2024-12-12 18:58:30,800][demucs.solver][INFO] - Valid | Epoch 728 | 4/20 | 4.12 it/sec | Loss 0.5081 | Reco 0.5081 | Nsdr 1.183
[2024-12-12 18:58:31,026][demucs.solver][INFO] - Valid | Epoch 728 | 5/20 | 4.16 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.190
[2024-12-12 18:58:31,228][demucs.solver][INFO] - Valid | Epoch 728 | 6/20 | 4.26 it/sec | Loss 0.5117 | Reco 0.5117 | Nsdr 1.212
[2024-12-12 18:58:31,406][demucs.solver][INFO] - Valid | Epoch 728 | 7/20 | 4.39 it/sec | Loss 0.5322 | Reco 0.5322 | Nsdr 1.240
[2024-12-12 18:58:31,585][demucs.solver][INFO] - Valid | Epoch 728 | 8/20 | 4.50 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.246
[2024-12-12 18:58:31,791][demucs.solver][INFO] - Valid | Epoch 728 | 9/20 | 4.53 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.273
[2024-12-12 18:58:31,971][demucs.solver][INFO] - Valid | Epoch 728 | 10/20 | 4.61 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.253
[2024-12-12 18:58:32,174][demucs.solver][INFO] - Valid | Epoch 728 | 11/20 | 4.63 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.251
[2024-12-12 18:58:32,353][demucs.solver][INFO] - Valid | Epoch 728 | 12/20 | 4.70 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.232
[2024-12-12 18:58:32,533][demucs.solver][INFO] - Valid | Epoch 728 | 13/20 | 4.75 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.237
[2024-12-12 18:58:32,753][demucs.solver][INFO] - Valid | Epoch 728 | 14/20 | 4.73 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.246
[2024-12-12 18:58:32,953][demucs.solver][INFO] - Valid | Epoch 728 | 15/20 | 4.75 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.254
[2024-12-12 18:58:33,175][demucs.solver][INFO] - Valid | Epoch 728 | 16/20 | 4.73 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.260
[2024-12-12 18:58:33,375][demucs.solver][INFO] - Valid | Epoch 728 | 17/20 | 4.75 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.261
[2024-12-12 18:58:33,576][demucs.solver][INFO] - Valid | Epoch 728 | 18/20 | 4.76 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.222
[2024-12-12 18:58:33,798][demucs.solver][INFO] - Valid | Epoch 728 | 19/20 | 4.75 it/sec | Loss 0.5370 | Reco 0.5370 | Nsdr 1.237
[2024-12-12 18:58:34,233][demucs.solver][INFO] - Valid Summary | Epoch 728 | Loss=0.5370 | Reco=0.5370 | Nsdr=1.237 | Best=0.5289 | Bname=main
[2024-12-12 18:58:35,619][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:58:35,619][demucs.solver][INFO] - Training...
[2024-12-12 18:58:43,145][demucs.solver][INFO] - Train | Epoch 729 | 1/14 | 0.34 it/sec | Loss 0.2326 | Reco 0.2326 | Grad 1.9743
[2024-12-12 18:58:45,200][demucs.solver][INFO] - Train | Epoch 729 | 2/14 | 0.38 it/sec | Loss 0.2262 | Reco 0.2262 | Grad 1.5721
[2024-12-12 18:58:46,060][demucs.solver][INFO] - Train | Epoch 729 | 3/14 | 0.46 it/sec | Loss 0.2282 | Reco 0.2282 | Grad 1.5324
[2024-12-12 18:58:46,844][demucs.solver][INFO] - Train | Epoch 729 | 4/14 | 0.52 it/sec | Loss 0.2270 | Reco 0.2270 | Grad 1.4895
[2024-12-12 18:58:47,522][demucs.solver][INFO] - Train | Epoch 729 | 5/14 | 0.59 it/sec | Loss 0.2259 | Reco 0.2259 | Grad 1.4222
[2024-12-12 18:58:48,226][demucs.solver][INFO] - Train | Epoch 729 | 6/14 | 0.64 it/sec | Loss 0.2280 | Reco 0.2280 | Grad 1.6704
[2024-12-12 18:58:48,944][demucs.solver][INFO] - Train | Epoch 729 | 7/14 | 0.69 it/sec | Loss 0.2337 | Reco 0.2337 | Grad 1.7175
[2024-12-12 18:58:49,713][demucs.solver][INFO] - Train | Epoch 729 | 8/14 | 0.72 it/sec | Loss 0.2332 | Reco 0.2332 | Grad 1.6575
[2024-12-12 18:58:50,407][demucs.solver][INFO] - Train | Epoch 729 | 9/14 | 0.76 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 1.6467
[2024-12-12 18:58:51,073][demucs.solver][INFO] - Train | Epoch 729 | 10/14 | 0.80 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 1.6956
[2024-12-12 18:58:51,734][demucs.solver][INFO] - Train | Epoch 729 | 11/14 | 0.83 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 1.5828
[2024-12-12 18:58:52,397][demucs.solver][INFO] - Train | Epoch 729 | 12/14 | 0.86 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 1.6599
[2024-12-12 18:58:53,094][demucs.solver][INFO] - Train | Epoch 729 | 13/14 | 0.88 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 1.6389
[2024-12-12 18:58:53,437][demucs.solver][INFO] - Train Summary | Epoch 729 | Loss=0.2358 | Reco=0.2358 | Grad=1.6389
[2024-12-12 18:58:53,437][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:58:53,437][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:58:56,108][demucs.solver][INFO] - Valid | Epoch 729 | 1/20 | 1.79 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.287
[2024-12-12 18:58:56,516][demucs.solver][INFO] - Valid | Epoch 729 | 2/20 | 1.97 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.018
[2024-12-12 18:58:56,773][demucs.solver][INFO] - Valid | Epoch 729 | 3/20 | 2.24 it/sec | Loss 0.4925 | Reco 0.4925 | Nsdr 1.113
[2024-12-12 18:58:57,118][demucs.solver][INFO] - Valid | Epoch 729 | 4/20 | 2.35 it/sec | Loss 0.5089 | Reco 0.5089 | Nsdr 1.167
[2024-12-12 18:58:57,368][demucs.solver][INFO] - Valid | Epoch 729 | 5/20 | 2.52 it/sec | Loss 0.5290 | Reco 0.5290 | Nsdr 1.173
[2024-12-12 18:58:57,761][demucs.solver][INFO] - Valid | Epoch 729 | 6/20 | 2.53 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.195
[2024-12-12 18:58:58,035][demucs.solver][INFO] - Valid | Epoch 729 | 7/20 | 2.63 it/sec | Loss 0.5335 | Reco 0.5335 | Nsdr 1.218
[2024-12-12 18:58:58,322][demucs.solver][INFO] - Valid | Epoch 729 | 8/20 | 2.70 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.220
[2024-12-12 18:58:58,707][demucs.solver][INFO] - Valid | Epoch 729 | 9/20 | 2.69 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.245
[2024-12-12 18:58:59,051][demucs.solver][INFO] - Valid | Epoch 729 | 10/20 | 2.71 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.229
[2024-12-12 18:58:59,504][demucs.solver][INFO] - Valid | Epoch 729 | 11/20 | 2.66 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.228
[2024-12-12 18:58:59,720][demucs.solver][INFO] - Valid | Epoch 729 | 12/20 | 2.75 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.210
[2024-12-12 18:58:59,895][demucs.solver][INFO] - Valid | Epoch 729 | 13/20 | 2.85 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.215
[2024-12-12 18:59:00,077][demucs.solver][INFO] - Valid | Epoch 729 | 14/20 | 2.95 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.223
[2024-12-12 18:59:00,279][demucs.solver][INFO] - Valid | Epoch 729 | 15/20 | 3.02 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.231
[2024-12-12 18:59:00,503][demucs.solver][INFO] - Valid | Epoch 729 | 16/20 | 3.08 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.239
[2024-12-12 18:59:00,703][demucs.solver][INFO] - Valid | Epoch 729 | 17/20 | 3.15 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.240
[2024-12-12 18:59:00,901][demucs.solver][INFO] - Valid | Epoch 729 | 18/20 | 3.21 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.202
[2024-12-12 18:59:01,061][demucs.solver][INFO] - Valid | Epoch 729 | 19/20 | 3.29 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.215
[2024-12-12 18:59:01,506][demucs.solver][INFO] - Valid Summary | Epoch 729 | Loss=0.5383 | Reco=0.5383 | Nsdr=1.215 | Best=0.5289 | Bname=main
[2024-12-12 18:59:02,915][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:59:02,916][demucs.solver][INFO] - Training...
[2024-12-12 18:59:13,171][demucs.solver][INFO] - Train | Epoch 730 | 1/14 | 0.23 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 1.6953
[2024-12-12 18:59:13,890][demucs.solver][INFO] - Train | Epoch 730 | 2/14 | 0.32 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 1.3788
[2024-12-12 18:59:14,636][demucs.solver][INFO] - Train | Epoch 730 | 3/14 | 0.39 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 1.1777
[2024-12-12 18:59:15,429][demucs.solver][INFO] - Train | Epoch 730 | 4/14 | 0.46 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 1.1532
[2024-12-12 18:59:16,173][demucs.solver][INFO] - Train | Epoch 730 | 5/14 | 0.51 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 1.4746
[2024-12-12 18:59:17,003][demucs.solver][INFO] - Train | Epoch 730 | 6/14 | 0.56 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 1.3172
[2024-12-12 18:59:17,778][demucs.solver][INFO] - Train | Epoch 730 | 7/14 | 0.60 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 1.3503
[2024-12-12 18:59:18,493][demucs.solver][INFO] - Train | Epoch 730 | 8/14 | 0.64 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.4511
[2024-12-12 18:59:19,173][demucs.solver][INFO] - Train | Epoch 730 | 9/14 | 0.68 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.3483
[2024-12-12 18:59:19,836][demucs.solver][INFO] - Train | Epoch 730 | 10/14 | 0.72 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 1.2849
[2024-12-12 18:59:21,287][demucs.solver][INFO] - Train | Epoch 730 | 11/14 | 0.71 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.2809
[2024-12-12 18:59:21,946][demucs.solver][INFO] - Train | Epoch 730 | 12/14 | 0.74 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.3768
[2024-12-12 18:59:22,604][demucs.solver][INFO] - Train | Epoch 730 | 13/14 | 0.77 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.4070
[2024-12-12 18:59:23,049][demucs.solver][INFO] - Train Summary | Epoch 730 | Loss=0.2427 | Reco=0.2427 | Grad=1.4070
[2024-12-12 18:59:23,049][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:59:23,050][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:59:25,315][demucs.solver][INFO] - Valid | Epoch 730 | 1/20 | 3.15 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.392
[2024-12-12 18:59:25,590][demucs.solver][INFO] - Valid | Epoch 730 | 2/20 | 3.30 it/sec | Loss 0.4444 | Reco 0.4444 | Nsdr 1.113
[2024-12-12 18:59:25,839][demucs.solver][INFO] - Valid | Epoch 730 | 3/20 | 3.45 it/sec | Loss 0.4883 | Reco 0.4883 | Nsdr 1.209
[2024-12-12 18:59:26,065][demucs.solver][INFO] - Valid | Epoch 730 | 4/20 | 3.61 it/sec | Loss 0.5046 | Reco 0.5046 | Nsdr 1.257
[2024-12-12 18:59:26,267][demucs.solver][INFO] - Valid | Epoch 730 | 5/20 | 3.78 it/sec | Loss 0.5246 | Reco 0.5246 | Nsdr 1.255
[2024-12-12 18:59:26,468][demucs.solver][INFO] - Valid | Epoch 730 | 6/20 | 3.92 it/sec | Loss 0.5086 | Reco 0.5086 | Nsdr 1.276
[2024-12-12 18:59:26,672][demucs.solver][INFO] - Valid | Epoch 730 | 7/20 | 4.02 it/sec | Loss 0.5291 | Reco 0.5291 | Nsdr 1.301
[2024-12-12 18:59:26,899][demucs.solver][INFO] - Valid | Epoch 730 | 8/20 | 4.06 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.301
[2024-12-12 18:59:27,102][demucs.solver][INFO] - Valid | Epoch 730 | 9/20 | 4.13 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.324
[2024-12-12 18:59:27,284][demucs.solver][INFO] - Valid | Epoch 730 | 10/20 | 4.23 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.308
[2024-12-12 18:59:27,486][demucs.solver][INFO] - Valid | Epoch 730 | 11/20 | 4.28 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.306
[2024-12-12 18:59:27,689][demucs.solver][INFO] - Valid | Epoch 730 | 12/20 | 4.32 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.285
[2024-12-12 18:59:27,864][demucs.solver][INFO] - Valid | Epoch 730 | 13/20 | 4.40 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.287
[2024-12-12 18:59:28,093][demucs.solver][INFO] - Valid | Epoch 730 | 14/20 | 4.40 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.295
[2024-12-12 18:59:28,295][demucs.solver][INFO] - Valid | Epoch 730 | 15/20 | 4.43 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.303
[2024-12-12 18:59:28,522][demucs.solver][INFO] - Valid | Epoch 730 | 16/20 | 4.43 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.310
[2024-12-12 18:59:28,746][demucs.solver][INFO] - Valid | Epoch 730 | 17/20 | 4.43 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.317
[2024-12-12 18:59:28,925][demucs.solver][INFO] - Valid | Epoch 730 | 18/20 | 4.48 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.279
[2024-12-12 18:59:29,123][demucs.solver][INFO] - Valid | Epoch 730 | 19/20 | 4.50 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.293
[2024-12-12 18:59:29,545][demucs.solver][INFO] - Valid Summary | Epoch 730 | Loss=0.5340 | Reco=0.5340 | Nsdr=1.293 | Best=0.5289 | Bname=main
[2024-12-12 18:59:31,057][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:59:31,058][demucs.solver][INFO] - Training...
[2024-12-12 18:59:38,573][demucs.solver][INFO] - Train | Epoch 731 | 1/14 | 0.35 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 2.6210
[2024-12-12 18:59:39,247][demucs.solver][INFO] - Train | Epoch 731 | 2/14 | 0.47 it/sec | Loss 0.2584 | Reco 0.2584 | Grad 2.5564
[2024-12-12 18:59:39,911][demucs.solver][INFO] - Train | Epoch 731 | 3/14 | 0.56 it/sec | Loss 0.2624 | Reco 0.2624 | Grad 2.5116
[2024-12-12 18:59:40,578][demucs.solver][INFO] - Train | Epoch 731 | 4/14 | 0.64 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 2.4631
[2024-12-12 18:59:41,244][demucs.solver][INFO] - Train | Epoch 731 | 5/14 | 0.71 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 2.7719
[2024-12-12 18:59:41,904][demucs.solver][INFO] - Train | Epoch 731 | 6/14 | 0.77 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 2.8702
[2024-12-12 18:59:42,569][demucs.solver][INFO] - Train | Epoch 731 | 7/14 | 0.82 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.5738
[2024-12-12 18:59:43,222][demucs.solver][INFO] - Train | Epoch 731 | 8/14 | 0.86 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 2.4466
[2024-12-12 18:59:43,875][demucs.solver][INFO] - Train | Epoch 731 | 9/14 | 0.90 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 2.3326
[2024-12-12 18:59:44,530][demucs.solver][INFO] - Train | Epoch 731 | 10/14 | 0.94 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 2.5687
[2024-12-12 18:59:45,189][demucs.solver][INFO] - Train | Epoch 731 | 11/14 | 0.97 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.4042
[2024-12-12 18:59:45,842][demucs.solver][INFO] - Train | Epoch 731 | 12/14 | 1.00 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.2434
[2024-12-12 18:59:46,494][demucs.solver][INFO] - Train | Epoch 731 | 13/14 | 1.02 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.3065
[2024-12-12 18:59:46,855][demucs.solver][INFO] - Train Summary | Epoch 731 | Loss=0.2464 | Reco=0.2464 | Grad=2.3065
[2024-12-12 18:59:46,856][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:59:46,856][demucs.solver][INFO] - Cross validation...
[2024-12-12 18:59:50,187][demucs.solver][INFO] - Valid | Epoch 731 | 1/20 | 1.17 it/sec | Loss 0.5753 | Reco 0.5753 | Nsdr 1.270
[2024-12-12 18:59:50,688][demucs.solver][INFO] - Valid | Epoch 731 | 2/20 | 1.36 it/sec | Loss 0.4510 | Reco 0.4510 | Nsdr 1.015
[2024-12-12 18:59:50,906][demucs.solver][INFO] - Valid | Epoch 731 | 3/20 | 1.65 it/sec | Loss 0.4958 | Reco 0.4958 | Nsdr 1.092
[2024-12-12 18:59:51,178][demucs.solver][INFO] - Valid | Epoch 731 | 4/20 | 1.85 it/sec | Loss 0.5127 | Reco 0.5127 | Nsdr 1.137
[2024-12-12 18:59:51,582][demucs.solver][INFO] - Valid | Epoch 731 | 5/20 | 1.93 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.136
[2024-12-12 18:59:51,942][demucs.solver][INFO] - Valid | Epoch 731 | 6/20 | 2.02 it/sec | Loss 0.5168 | Reco 0.5168 | Nsdr 1.161
[2024-12-12 18:59:52,373][demucs.solver][INFO] - Valid | Epoch 731 | 7/20 | 2.05 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.180
[2024-12-12 18:59:52,819][demucs.solver][INFO] - Valid | Epoch 731 | 8/20 | 2.07 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.179
[2024-12-12 18:59:53,148][demucs.solver][INFO] - Valid | Epoch 731 | 9/20 | 2.14 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.199
[2024-12-12 18:59:53,458][demucs.solver][INFO] - Valid | Epoch 731 | 10/20 | 2.21 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.188
[2024-12-12 18:59:53,854][demucs.solver][INFO] - Valid | Epoch 731 | 11/20 | 2.23 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.188
[2024-12-12 18:59:54,128][demucs.solver][INFO] - Valid | Epoch 731 | 12/20 | 2.30 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.172
[2024-12-12 18:59:54,384][demucs.solver][INFO] - Valid | Epoch 731 | 13/20 | 2.37 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.177
[2024-12-12 18:59:54,597][demucs.solver][INFO] - Valid | Epoch 731 | 14/20 | 2.45 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.185
[2024-12-12 18:59:54,828][demucs.solver][INFO] - Valid | Epoch 731 | 15/20 | 2.52 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.192
[2024-12-12 18:59:55,045][demucs.solver][INFO] - Valid | Epoch 731 | 16/20 | 2.59 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.200
[2024-12-12 18:59:55,240][demucs.solver][INFO] - Valid | Epoch 731 | 17/20 | 2.66 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.204
[2024-12-12 18:59:55,440][demucs.solver][INFO] - Valid | Epoch 731 | 18/20 | 2.73 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.170
[2024-12-12 18:59:55,640][demucs.solver][INFO] - Valid | Epoch 731 | 19/20 | 2.79 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.181
[2024-12-12 18:59:56,052][demucs.solver][INFO] - Valid Summary | Epoch 731 | Loss=0.5425 | Reco=0.5425 | Nsdr=1.181 | Best=0.5289 | Bname=main
[2024-12-12 18:59:57,545][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 18:59:57,546][demucs.solver][INFO] - Training...
[2024-12-12 19:00:06,798][demucs.solver][INFO] - Train | Epoch 732 | 1/14 | 0.26 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 1.6794
[2024-12-12 19:00:07,482][demucs.solver][INFO] - Train | Epoch 732 | 2/14 | 0.36 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 1.7284
[2024-12-12 19:00:08,174][demucs.solver][INFO] - Train | Epoch 732 | 3/14 | 0.45 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.4754
[2024-12-12 19:00:08,853][demucs.solver][INFO] - Train | Epoch 732 | 4/14 | 0.52 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.3573
[2024-12-12 19:00:09,526][demucs.solver][INFO] - Train | Epoch 732 | 5/14 | 0.58 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.8916
[2024-12-12 19:00:10,208][demucs.solver][INFO] - Train | Epoch 732 | 6/14 | 0.64 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.1030
[2024-12-12 19:00:10,862][demucs.solver][INFO] - Train | Epoch 732 | 7/14 | 0.69 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 2.1495
[2024-12-12 19:00:11,519][demucs.solver][INFO] - Train | Epoch 732 | 8/14 | 0.73 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 1.9845
[2024-12-12 19:00:12,180][demucs.solver][INFO] - Train | Epoch 732 | 9/14 | 0.77 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 1.8036
[2024-12-12 19:00:12,844][demucs.solver][INFO] - Train | Epoch 732 | 10/14 | 0.81 it/sec | Loss 0.2544 | Reco 0.2544 | Grad 1.7086
[2024-12-12 19:00:13,502][demucs.solver][INFO] - Train | Epoch 732 | 11/14 | 0.84 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 1.7474
[2024-12-12 19:00:14,166][demucs.solver][INFO] - Train | Epoch 732 | 12/14 | 0.87 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.7688
[2024-12-12 19:00:14,887][demucs.solver][INFO] - Train | Epoch 732 | 13/14 | 0.89 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.8083
[2024-12-12 19:00:15,269][demucs.solver][INFO] - Train Summary | Epoch 732 | Loss=0.2480 | Reco=0.2480 | Grad=1.8083
[2024-12-12 19:00:15,269][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:00:15,269][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:00:17,843][demucs.solver][INFO] - Valid | Epoch 732 | 1/20 | 2.72 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.336
[2024-12-12 19:00:18,050][demucs.solver][INFO] - Valid | Epoch 732 | 2/20 | 3.18 it/sec | Loss 0.4473 | Reco 0.4473 | Nsdr 1.061
[2024-12-12 19:00:18,290][demucs.solver][INFO] - Valid | Epoch 732 | 3/20 | 3.38 it/sec | Loss 0.4913 | Reco 0.4913 | Nsdr 1.153
[2024-12-12 19:00:18,522][demucs.solver][INFO] - Valid | Epoch 732 | 4/20 | 3.53 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.203
[2024-12-12 19:00:18,725][demucs.solver][INFO] - Valid | Epoch 732 | 5/20 | 3.71 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.204
[2024-12-12 19:00:18,909][demucs.solver][INFO] - Valid | Epoch 732 | 6/20 | 3.89 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.227
[2024-12-12 19:00:19,093][demucs.solver][INFO] - Valid | Epoch 732 | 7/20 | 4.03 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.252
[2024-12-12 19:00:19,322][demucs.solver][INFO] - Valid | Epoch 732 | 8/20 | 4.06 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.256
[2024-12-12 19:00:19,505][demucs.solver][INFO] - Valid | Epoch 732 | 9/20 | 4.17 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.280
[2024-12-12 19:00:19,710][demucs.solver][INFO] - Valid | Epoch 732 | 10/20 | 4.23 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.263
[2024-12-12 19:00:19,868][demucs.solver][INFO] - Valid | Epoch 732 | 11/20 | 4.35 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.262
[2024-12-12 19:00:20,048][demucs.solver][INFO] - Valid | Epoch 732 | 12/20 | 4.42 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.243
[2024-12-12 19:00:20,275][demucs.solver][INFO] - Valid | Epoch 732 | 13/20 | 4.42 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.249
[2024-12-12 19:00:20,478][demucs.solver][INFO] - Valid | Epoch 732 | 14/20 | 4.45 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.257
[2024-12-12 19:00:20,698][demucs.solver][INFO] - Valid | Epoch 732 | 15/20 | 4.46 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.265
[2024-12-12 19:00:20,878][demucs.solver][INFO] - Valid | Epoch 732 | 16/20 | 4.51 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.272
[2024-12-12 19:00:21,036][demucs.solver][INFO] - Valid | Epoch 732 | 17/20 | 4.58 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.276
[2024-12-12 19:00:21,190][demucs.solver][INFO] - Valid | Epoch 732 | 18/20 | 4.65 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.238
[2024-12-12 19:00:21,389][demucs.solver][INFO] - Valid | Epoch 732 | 19/20 | 4.67 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.252
[2024-12-12 19:00:21,802][demucs.solver][INFO] - Valid Summary | Epoch 732 | Loss=0.5369 | Reco=0.5369 | Nsdr=1.252 | Best=0.5289 | Bname=main
[2024-12-12 19:00:23,217][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:00:23,217][demucs.solver][INFO] - Training...
[2024-12-12 19:00:31,877][demucs.solver][INFO] - Train | Epoch 733 | 1/14 | 0.28 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 2.9919
[2024-12-12 19:00:32,542][demucs.solver][INFO] - Train | Epoch 733 | 2/14 | 0.39 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 3.1587
[2024-12-12 19:00:33,217][demucs.solver][INFO] - Train | Epoch 733 | 3/14 | 0.47 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 2.4662
[2024-12-12 19:00:33,883][demucs.solver][INFO] - Train | Epoch 733 | 4/14 | 0.55 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 2.4952
[2024-12-12 19:00:34,547][demucs.solver][INFO] - Train | Epoch 733 | 5/14 | 0.61 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 2.6972
[2024-12-12 19:00:35,209][demucs.solver][INFO] - Train | Epoch 733 | 6/14 | 0.67 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 2.6667
[2024-12-12 19:00:35,872][demucs.solver][INFO] - Train | Epoch 733 | 7/14 | 0.72 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 2.4759
[2024-12-12 19:00:36,531][demucs.solver][INFO] - Train | Epoch 733 | 8/14 | 0.77 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 2.3405
[2024-12-12 19:00:37,181][demucs.solver][INFO] - Train | Epoch 733 | 9/14 | 0.81 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.4751
[2024-12-12 19:00:37,833][demucs.solver][INFO] - Train | Epoch 733 | 10/14 | 0.84 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.6573
[2024-12-12 19:00:38,485][demucs.solver][INFO] - Train | Epoch 733 | 11/14 | 0.88 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.5331
[2024-12-12 19:00:39,137][demucs.solver][INFO] - Train | Epoch 733 | 12/14 | 0.91 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.5290
[2024-12-12 19:00:39,790][demucs.solver][INFO] - Train | Epoch 733 | 13/14 | 0.93 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.4153
[2024-12-12 19:00:40,134][demucs.solver][INFO] - Train Summary | Epoch 733 | Loss=0.2466 | Reco=0.2466 | Grad=2.4153
[2024-12-12 19:00:40,135][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:00:40,135][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:00:44,192][demucs.solver][INFO] - Valid | Epoch 733 | 1/20 | 0.96 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.329
[2024-12-12 19:00:45,121][demucs.solver][INFO] - Valid | Epoch 733 | 2/20 | 0.99 it/sec | Loss 0.4473 | Reco 0.4473 | Nsdr 1.053
[2024-12-12 19:00:45,288][demucs.solver][INFO] - Valid | Epoch 733 | 3/20 | 1.25 it/sec | Loss 0.4912 | Reco 0.4912 | Nsdr 1.153
[2024-12-12 19:00:45,490][demucs.solver][INFO] - Valid | Epoch 733 | 4/20 | 1.47 it/sec | Loss 0.5075 | Reco 0.5075 | Nsdr 1.205
[2024-12-12 19:00:45,722][demucs.solver][INFO] - Valid | Epoch 733 | 5/20 | 1.66 it/sec | Loss 0.5277 | Reco 0.5277 | Nsdr 1.201
[2024-12-12 19:00:45,951][demucs.solver][INFO] - Valid | Epoch 733 | 6/20 | 1.82 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.226
[2024-12-12 19:00:46,133][demucs.solver][INFO] - Valid | Epoch 733 | 7/20 | 1.98 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.250
[2024-12-12 19:00:46,334][demucs.solver][INFO] - Valid | Epoch 733 | 8/20 | 2.13 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.251
[2024-12-12 19:00:46,516][demucs.solver][INFO] - Valid | Epoch 733 | 9/20 | 2.26 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.277
[2024-12-12 19:00:46,696][demucs.solver][INFO] - Valid | Epoch 733 | 10/20 | 2.39 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.260
[2024-12-12 19:00:46,897][demucs.solver][INFO] - Valid | Epoch 733 | 11/20 | 2.50 it/sec | Loss 0.5463 | Reco 0.5463 | Nsdr 1.260
[2024-12-12 19:00:47,077][demucs.solver][INFO] - Valid | Epoch 733 | 12/20 | 2.61 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.239
[2024-12-12 19:00:47,258][demucs.solver][INFO] - Valid | Epoch 733 | 13/20 | 2.71 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.242
[2024-12-12 19:00:47,460][demucs.solver][INFO] - Valid | Epoch 733 | 14/20 | 2.80 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.252
[2024-12-12 19:00:47,665][demucs.solver][INFO] - Valid | Epoch 733 | 15/20 | 2.87 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.260
[2024-12-12 19:00:47,887][demucs.solver][INFO] - Valid | Epoch 733 | 16/20 | 2.94 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.267
[2024-12-12 19:00:48,112][demucs.solver][INFO] - Valid | Epoch 733 | 17/20 | 2.99 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.272
[2024-12-12 19:00:48,290][demucs.solver][INFO] - Valid | Epoch 733 | 18/20 | 3.07 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.234
[2024-12-12 19:00:48,513][demucs.solver][INFO] - Valid | Epoch 733 | 19/20 | 3.12 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.249
[2024-12-12 19:00:48,981][demucs.solver][INFO] - Valid Summary | Epoch 733 | Loss=0.5367 | Reco=0.5367 | Nsdr=1.249 | Best=0.5289 | Bname=main
[2024-12-12 19:00:50,385][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:00:50,386][demucs.solver][INFO] - Training...
[2024-12-12 19:00:57,552][demucs.solver][INFO] - Train | Epoch 734 | 1/14 | 0.36 it/sec | Loss 0.2659 | Reco 0.2659 | Grad 2.6362
[2024-12-12 19:00:58,660][demucs.solver][INFO] - Train | Epoch 734 | 2/14 | 0.45 it/sec | Loss 0.2669 | Reco 0.2669 | Grad 2.0110
[2024-12-12 19:00:59,324][demucs.solver][INFO] - Train | Epoch 734 | 3/14 | 0.55 it/sec | Loss 0.2653 | Reco 0.2653 | Grad 1.9215
[2024-12-12 19:00:59,990][demucs.solver][INFO] - Train | Epoch 734 | 4/14 | 0.63 it/sec | Loss 0.2546 | Reco 0.2546 | Grad 1.9912
[2024-12-12 19:01:00,662][demucs.solver][INFO] - Train | Epoch 734 | 5/14 | 0.70 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.8796
[2024-12-12 19:01:01,333][demucs.solver][INFO] - Train | Epoch 734 | 6/14 | 0.76 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 1.9289
[2024-12-12 19:01:01,994][demucs.solver][INFO] - Train | Epoch 734 | 7/14 | 0.81 it/sec | Loss 0.2531 | Reco 0.2531 | Grad 1.9672
[2024-12-12 19:01:02,649][demucs.solver][INFO] - Train | Epoch 734 | 8/14 | 0.85 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.9137
[2024-12-12 19:01:03,321][demucs.solver][INFO] - Train | Epoch 734 | 9/14 | 0.89 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 1.8409
[2024-12-12 19:01:07,967][demucs.solver][INFO] - Train | Epoch 734 | 10/14 | 0.69 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 1.7920
[2024-12-12 19:01:08,619][demucs.solver][INFO] - Train | Epoch 734 | 11/14 | 0.72 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.7054
[2024-12-12 19:01:09,271][demucs.solver][INFO] - Train | Epoch 734 | 12/14 | 0.76 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.8825
[2024-12-12 19:01:09,922][demucs.solver][INFO] - Train | Epoch 734 | 13/14 | 0.78 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 1.7620
[2024-12-12 19:01:10,272][demucs.solver][INFO] - Train Summary | Epoch 734 | Loss=0.2491 | Reco=0.2491 | Grad=1.7620
[2024-12-12 19:01:10,273][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:01:10,273][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:01:12,901][demucs.solver][INFO] - Valid | Epoch 734 | 1/20 | 2.57 it/sec | Loss 0.5751 | Reco 0.5751 | Nsdr 1.273
[2024-12-12 19:01:13,098][demucs.solver][INFO] - Valid | Epoch 734 | 2/20 | 3.07 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.021
[2024-12-12 19:01:13,254][demucs.solver][INFO] - Valid | Epoch 734 | 3/20 | 3.53 it/sec | Loss 0.4953 | Reco 0.4953 | Nsdr 1.100
[2024-12-12 19:01:13,456][demucs.solver][INFO] - Valid | Epoch 734 | 4/20 | 3.75 it/sec | Loss 0.5122 | Reco 0.5122 | Nsdr 1.146
[2024-12-12 19:01:13,637][demucs.solver][INFO] - Valid | Epoch 734 | 5/20 | 3.96 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.140
[2024-12-12 19:01:13,867][demucs.solver][INFO] - Valid | Epoch 734 | 6/20 | 4.01 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.164
[2024-12-12 19:01:14,046][demucs.solver][INFO] - Valid | Epoch 734 | 7/20 | 4.16 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.184
[2024-12-12 19:01:14,249][demucs.solver][INFO] - Valid | Epoch 734 | 8/20 | 4.23 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.180
[2024-12-12 19:01:14,449][demucs.solver][INFO] - Valid | Epoch 734 | 9/20 | 4.30 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.204
[2024-12-12 19:01:14,648][demucs.solver][INFO] - Valid | Epoch 734 | 10/20 | 4.36 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.192
[2024-12-12 19:01:14,874][demucs.solver][INFO] - Valid | Epoch 734 | 11/20 | 4.36 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.193
[2024-12-12 19:01:15,075][demucs.solver][INFO] - Valid | Epoch 734 | 12/20 | 4.40 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.174
[2024-12-12 19:01:15,276][demucs.solver][INFO] - Valid | Epoch 734 | 13/20 | 4.44 it/sec | Loss 0.5684 | Reco 0.5684 | Nsdr 1.177
[2024-12-12 19:01:15,500][demucs.solver][INFO] - Valid | Epoch 734 | 14/20 | 4.44 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.186
[2024-12-12 19:01:15,726][demucs.solver][INFO] - Valid | Epoch 734 | 15/20 | 4.44 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.193
[2024-12-12 19:01:15,924][demucs.solver][INFO] - Valid | Epoch 734 | 16/20 | 4.47 it/sec | Loss 0.5710 | Reco 0.5710 | Nsdr 1.201
[2024-12-12 19:01:16,157][demucs.solver][INFO] - Valid | Epoch 734 | 17/20 | 4.46 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.206
[2024-12-12 19:01:16,382][demucs.solver][INFO] - Valid | Epoch 734 | 18/20 | 4.46 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.171
[2024-12-12 19:01:16,568][demucs.solver][INFO] - Valid | Epoch 734 | 19/20 | 4.50 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.184
[2024-12-12 19:01:17,003][demucs.solver][INFO] - Valid Summary | Epoch 734 | Loss=0.5421 | Reco=0.5421 | Nsdr=1.184 | Best=0.5289 | Bname=main
[2024-12-12 19:01:18,445][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:01:18,445][demucs.solver][INFO] - Training...
[2024-12-12 19:01:27,550][demucs.solver][INFO] - Train | Epoch 735 | 1/14 | 0.27 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.6978
[2024-12-12 19:01:28,215][demucs.solver][INFO] - Train | Epoch 735 | 2/14 | 0.37 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 1.8921
[2024-12-12 19:01:28,882][demucs.solver][INFO] - Train | Epoch 735 | 3/14 | 0.46 it/sec | Loss 0.2576 | Reco 0.2576 | Grad 1.8859
[2024-12-12 19:01:29,546][demucs.solver][INFO] - Train | Epoch 735 | 4/14 | 0.53 it/sec | Loss 0.2568 | Reco 0.2568 | Grad 1.7037
[2024-12-12 19:01:30,212][demucs.solver][INFO] - Train | Epoch 735 | 5/14 | 0.59 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 1.7677
[2024-12-12 19:01:30,874][demucs.solver][INFO] - Train | Epoch 735 | 6/14 | 0.65 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.7167
[2024-12-12 19:01:31,539][demucs.solver][INFO] - Train | Epoch 735 | 7/14 | 0.70 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.7790
[2024-12-12 19:01:32,198][demucs.solver][INFO] - Train | Epoch 735 | 8/14 | 0.75 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 1.9197
[2024-12-12 19:01:32,858][demucs.solver][INFO] - Train | Epoch 735 | 9/14 | 0.78 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.2036
[2024-12-12 19:01:33,509][demucs.solver][INFO] - Train | Epoch 735 | 10/14 | 0.82 it/sec | Loss 0.2521 | Reco 0.2521 | Grad 2.1502
[2024-12-12 19:01:34,160][demucs.solver][INFO] - Train | Epoch 735 | 11/14 | 0.85 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 2.2415
[2024-12-12 19:01:34,811][demucs.solver][INFO] - Train | Epoch 735 | 12/14 | 0.88 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 2.1846
[2024-12-12 19:01:35,460][demucs.solver][INFO] - Train | Epoch 735 | 13/14 | 0.91 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.2416
[2024-12-12 19:01:35,819][demucs.solver][INFO] - Train Summary | Epoch 735 | Loss=0.2494 | Reco=0.2494 | Grad=2.2416
[2024-12-12 19:01:35,820][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:01:35,820][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:01:38,111][demucs.solver][INFO] - Valid | Epoch 735 | 1/20 | 2.86 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.331
[2024-12-12 19:01:38,351][demucs.solver][INFO] - Valid | Epoch 735 | 2/20 | 3.19 it/sec | Loss 0.4472 | Reco 0.4472 | Nsdr 1.055
[2024-12-12 19:01:38,661][demucs.solver][INFO] - Valid | Epoch 735 | 3/20 | 3.20 it/sec | Loss 0.4912 | Reco 0.4912 | Nsdr 1.152
[2024-12-12 19:01:38,893][demucs.solver][INFO] - Valid | Epoch 735 | 4/20 | 3.37 it/sec | Loss 0.5074 | Reco 0.5074 | Nsdr 1.205
[2024-12-12 19:01:39,408][demucs.solver][INFO] - Valid | Epoch 735 | 5/20 | 3.00 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.204
[2024-12-12 19:01:39,859][demucs.solver][INFO] - Valid | Epoch 735 | 6/20 | 2.86 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.227
[2024-12-12 19:01:40,074][demucs.solver][INFO] - Valid | Epoch 735 | 7/20 | 3.00 it/sec | Loss 0.5320 | Reco 0.5320 | Nsdr 1.252
[2024-12-12 19:01:40,250][demucs.solver][INFO] - Valid | Epoch 735 | 8/20 | 3.17 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.252
[2024-12-12 19:01:40,453][demucs.solver][INFO] - Valid | Epoch 735 | 9/20 | 3.29 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.279
[2024-12-12 19:01:40,609][demucs.solver][INFO] - Valid | Epoch 735 | 10/20 | 3.44 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.262
[2024-12-12 19:01:40,808][demucs.solver][INFO] - Valid | Epoch 735 | 11/20 | 3.53 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.260
[2024-12-12 19:01:41,038][demucs.solver][INFO] - Valid | Epoch 735 | 12/20 | 3.58 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.240
[2024-12-12 19:01:41,236][demucs.solver][INFO] - Valid | Epoch 735 | 13/20 | 3.66 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.243
[2024-12-12 19:01:41,435][demucs.solver][INFO] - Valid | Epoch 735 | 14/20 | 3.73 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.252
[2024-12-12 19:01:41,656][demucs.solver][INFO] - Valid | Epoch 735 | 15/20 | 3.77 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.261
[2024-12-12 19:01:41,858][demucs.solver][INFO] - Valid | Epoch 735 | 16/20 | 3.82 it/sec | Loss 0.5654 | Reco 0.5654 | Nsdr 1.268
[2024-12-12 19:01:42,037][demucs.solver][INFO] - Valid | Epoch 735 | 17/20 | 3.89 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.272
[2024-12-12 19:01:42,216][demucs.solver][INFO] - Valid | Epoch 735 | 18/20 | 3.95 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.234
[2024-12-12 19:01:42,396][demucs.solver][INFO] - Valid | Epoch 735 | 19/20 | 4.01 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.249
[2024-12-12 19:01:42,831][demucs.solver][INFO] - Valid Summary | Epoch 735 | Loss=0.5369 | Reco=0.5369 | Nsdr=1.249 | Best=0.5289 | Bname=main
[2024-12-12 19:01:44,325][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:01:44,325][demucs.solver][INFO] - Training...
[2024-12-12 19:01:54,834][demucs.solver][INFO] - Train | Epoch 736 | 1/14 | 0.23 it/sec | Loss 0.2285 | Reco 0.2285 | Grad 1.4372
[2024-12-12 19:01:55,495][demucs.solver][INFO] - Train | Epoch 736 | 2/14 | 0.32 it/sec | Loss 0.2262 | Reco 0.2262 | Grad 1.3009
[2024-12-12 19:01:56,156][demucs.solver][INFO] - Train | Epoch 736 | 3/14 | 0.39 it/sec | Loss 0.2264 | Reco 0.2264 | Grad 1.3743
[2024-12-12 19:01:56,807][demucs.solver][INFO] - Train | Epoch 736 | 4/14 | 0.46 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 1.4080
[2024-12-12 19:01:57,458][demucs.solver][INFO] - Train | Epoch 736 | 5/14 | 0.52 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 1.4898
[2024-12-12 19:01:58,113][demucs.solver][INFO] - Train | Epoch 736 | 6/14 | 0.58 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.5130
[2024-12-12 19:01:58,770][demucs.solver][INFO] - Train | Epoch 736 | 7/14 | 0.63 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.8454
[2024-12-12 19:01:59,422][demucs.solver][INFO] - Train | Epoch 736 | 8/14 | 0.67 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.9434
[2024-12-12 19:02:00,072][demucs.solver][INFO] - Train | Epoch 736 | 9/14 | 0.71 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.8696
[2024-12-12 19:02:00,728][demucs.solver][INFO] - Train | Epoch 736 | 10/14 | 0.75 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.9122
[2024-12-12 19:02:01,380][demucs.solver][INFO] - Train | Epoch 736 | 11/14 | 0.78 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.9797
[2024-12-12 19:02:02,029][demucs.solver][INFO] - Train | Epoch 736 | 12/14 | 0.81 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.0003
[2024-12-12 19:02:02,676][demucs.solver][INFO] - Train | Epoch 736 | 13/14 | 0.84 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.8884
[2024-12-12 19:02:03,044][demucs.solver][INFO] - Train Summary | Epoch 736 | Loss=0.2467 | Reco=0.2467 | Grad=1.8884
[2024-12-12 19:02:03,044][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:02:03,044][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:02:05,490][demucs.solver][INFO] - Valid | Epoch 736 | 1/20 | 2.50 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.296
[2024-12-12 19:02:05,744][demucs.solver][INFO] - Valid | Epoch 736 | 2/20 | 2.85 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.031
[2024-12-12 19:02:05,981][demucs.solver][INFO] - Valid | Epoch 736 | 3/20 | 3.10 it/sec | Loss 0.4936 | Reco 0.4936 | Nsdr 1.123
[2024-12-12 19:02:06,180][demucs.solver][INFO] - Valid | Epoch 736 | 4/20 | 3.36 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.171
[2024-12-12 19:02:06,402][demucs.solver][INFO] - Valid | Epoch 736 | 5/20 | 3.51 it/sec | Loss 0.5299 | Reco 0.5299 | Nsdr 1.177
[2024-12-12 19:02:06,607][demucs.solver][INFO] - Valid | Epoch 736 | 6/20 | 3.65 it/sec | Loss 0.5137 | Reco 0.5137 | Nsdr 1.198
[2024-12-12 19:02:06,810][demucs.solver][INFO] - Valid | Epoch 736 | 7/20 | 3.78 it/sec | Loss 0.5345 | Reco 0.5345 | Nsdr 1.221
[2024-12-12 19:02:07,011][demucs.solver][INFO] - Valid | Epoch 736 | 8/20 | 3.88 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.224
[2024-12-12 19:02:07,190][demucs.solver][INFO] - Valid | Epoch 736 | 9/20 | 4.00 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.248
[2024-12-12 19:02:07,391][demucs.solver][INFO] - Valid | Epoch 736 | 10/20 | 4.07 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.232
[2024-12-12 19:02:07,592][demucs.solver][INFO] - Valid | Epoch 736 | 11/20 | 4.14 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.231
[2024-12-12 19:02:07,795][demucs.solver][INFO] - Valid | Epoch 736 | 12/20 | 4.19 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.211
[2024-12-12 19:02:07,993][demucs.solver][INFO] - Valid | Epoch 736 | 13/20 | 4.24 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.216
[2024-12-12 19:02:08,148][demucs.solver][INFO] - Valid | Epoch 736 | 14/20 | 4.34 it/sec | Loss 0.5627 | Reco 0.5627 | Nsdr 1.225
[2024-12-12 19:02:08,347][demucs.solver][INFO] - Valid | Epoch 736 | 15/20 | 4.38 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.232
[2024-12-12 19:02:08,546][demucs.solver][INFO] - Valid | Epoch 736 | 16/20 | 4.41 it/sec | Loss 0.5679 | Reco 0.5679 | Nsdr 1.239
[2024-12-12 19:02:08,722][demucs.solver][INFO] - Valid | Epoch 736 | 17/20 | 4.46 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.242
[2024-12-12 19:02:08,940][demucs.solver][INFO] - Valid | Epoch 736 | 18/20 | 4.47 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.205
[2024-12-12 19:02:09,139][demucs.solver][INFO] - Valid | Epoch 736 | 19/20 | 4.50 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.219
[2024-12-12 19:02:09,550][demucs.solver][INFO] - Valid Summary | Epoch 736 | Loss=0.5393 | Reco=0.5393 | Nsdr=1.219 | Best=0.5289 | Bname=main
[2024-12-12 19:02:11,025][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:02:11,026][demucs.solver][INFO] - Training...
[2024-12-12 19:02:19,559][demucs.solver][INFO] - Train | Epoch 737 | 1/14 | 0.29 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 2.5679
[2024-12-12 19:02:20,229][demucs.solver][INFO] - Train | Epoch 737 | 2/14 | 0.40 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 1.8003
[2024-12-12 19:02:22,532][demucs.solver][INFO] - Train | Epoch 737 | 3/14 | 0.41 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 1.5426
[2024-12-12 19:02:23,199][demucs.solver][INFO] - Train | Epoch 737 | 4/14 | 0.48 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 1.6750
[2024-12-12 19:02:23,857][demucs.solver][INFO] - Train | Epoch 737 | 5/14 | 0.54 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.7792
[2024-12-12 19:02:24,516][demucs.solver][INFO] - Train | Epoch 737 | 6/14 | 0.59 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.6677
[2024-12-12 19:02:25,165][demucs.solver][INFO] - Train | Epoch 737 | 7/14 | 0.64 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.7104
[2024-12-12 19:02:25,813][demucs.solver][INFO] - Train | Epoch 737 | 8/14 | 0.69 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.8386
[2024-12-12 19:02:26,463][demucs.solver][INFO] - Train | Epoch 737 | 9/14 | 0.73 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 1.6801
[2024-12-12 19:02:27,113][demucs.solver][INFO] - Train | Epoch 737 | 10/14 | 0.76 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.7108
[2024-12-12 19:02:27,768][demucs.solver][INFO] - Train | Epoch 737 | 11/14 | 0.80 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 1.8711
[2024-12-12 19:02:28,424][demucs.solver][INFO] - Train | Epoch 737 | 12/14 | 0.83 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 1.7716
[2024-12-12 19:02:29,081][demucs.solver][INFO] - Train | Epoch 737 | 13/14 | 0.86 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.7796
[2024-12-12 19:02:29,428][demucs.solver][INFO] - Train Summary | Epoch 737 | Loss=0.2446 | Reco=0.2446 | Grad=1.7796
[2024-12-12 19:02:29,428][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:02:29,428][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:02:32,631][demucs.solver][INFO] - Valid | Epoch 737 | 1/20 | 1.28 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.264
[2024-12-12 19:02:33,596][demucs.solver][INFO] - Valid | Epoch 737 | 2/20 | 1.18 it/sec | Loss 0.4511 | Reco 0.4511 | Nsdr 1.012
[2024-12-12 19:02:34,489][demucs.solver][INFO] - Valid | Epoch 737 | 3/20 | 1.17 it/sec | Loss 0.4960 | Reco 0.4960 | Nsdr 1.087
[2024-12-12 19:02:35,307][demucs.solver][INFO] - Valid | Epoch 737 | 4/20 | 1.18 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.136
[2024-12-12 19:02:35,857][demucs.solver][INFO] - Valid | Epoch 737 | 5/20 | 1.25 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.133
[2024-12-12 19:02:36,410][demucs.solver][INFO] - Valid | Epoch 737 | 6/20 | 1.31 it/sec | Loss 0.5170 | Reco 0.5170 | Nsdr 1.156
[2024-12-12 19:02:36,764][demucs.solver][INFO] - Valid | Epoch 737 | 7/20 | 1.40 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.176
[2024-12-12 19:02:37,085][demucs.solver][INFO] - Valid | Epoch 737 | 8/20 | 1.49 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.179
[2024-12-12 19:02:37,495][demucs.solver][INFO] - Valid | Epoch 737 | 9/20 | 1.55 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.201
[2024-12-12 19:02:37,953][demucs.solver][INFO] - Valid | Epoch 737 | 10/20 | 1.60 it/sec | Loss 0.5446 | Reco 0.5446 | Nsdr 1.187
[2024-12-12 19:02:38,386][demucs.solver][INFO] - Valid | Epoch 737 | 11/20 | 1.64 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.187
[2024-12-12 19:02:38,815][demucs.solver][INFO] - Valid | Epoch 737 | 12/20 | 1.68 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.169
[2024-12-12 19:02:39,146][demucs.solver][INFO] - Valid | Epoch 737 | 13/20 | 1.73 it/sec | Loss 0.5685 | Reco 0.5685 | Nsdr 1.176
[2024-12-12 19:02:39,421][demucs.solver][INFO] - Valid | Epoch 737 | 14/20 | 1.79 it/sec | Loss 0.5660 | Reco 0.5660 | Nsdr 1.184
[2024-12-12 19:02:39,672][demucs.solver][INFO] - Valid | Epoch 737 | 15/20 | 1.86 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.191
[2024-12-12 19:02:39,925][demucs.solver][INFO] - Valid | Epoch 737 | 16/20 | 1.92 it/sec | Loss 0.5712 | Reco 0.5712 | Nsdr 1.199
[2024-12-12 19:02:40,127][demucs.solver][INFO] - Valid | Epoch 737 | 17/20 | 1.99 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.202
[2024-12-12 19:02:40,304][demucs.solver][INFO] - Valid | Epoch 737 | 18/20 | 2.06 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.167
[2024-12-12 19:02:40,502][demucs.solver][INFO] - Valid | Epoch 737 | 19/20 | 2.12 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.178
[2024-12-12 19:02:41,591][demucs.solver][INFO] - Valid Summary | Epoch 737 | Loss=0.5426 | Reco=0.5426 | Nsdr=1.178 | Best=0.5289 | Bname=main
[2024-12-12 19:02:43,094][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:02:43,094][demucs.solver][INFO] - Training...
[2024-12-12 19:02:56,592][demucs.solver][INFO] - Train | Epoch 738 | 1/14 | 0.17 it/sec | Loss 0.2807 | Reco 0.2807 | Grad 2.4167
[2024-12-12 19:02:57,260][demucs.solver][INFO] - Train | Epoch 738 | 2/14 | 0.24 it/sec | Loss 0.2713 | Reco 0.2713 | Grad 2.0240
[2024-12-12 19:02:57,924][demucs.solver][INFO] - Train | Epoch 738 | 3/14 | 0.30 it/sec | Loss 0.2528 | Reco 0.2528 | Grad 2.0963
[2024-12-12 19:02:58,586][demucs.solver][INFO] - Train | Epoch 738 | 4/14 | 0.36 it/sec | Loss 0.2571 | Reco 0.2571 | Grad 2.5439
[2024-12-12 19:02:59,243][demucs.solver][INFO] - Train | Epoch 738 | 5/14 | 0.41 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.3457
[2024-12-12 19:02:59,902][demucs.solver][INFO] - Train | Epoch 738 | 6/14 | 0.46 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.1176
[2024-12-12 19:03:00,556][demucs.solver][INFO] - Train | Epoch 738 | 7/14 | 0.51 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.9941
[2024-12-12 19:03:01,204][demucs.solver][INFO] - Train | Epoch 738 | 8/14 | 0.55 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.0970
[2024-12-12 19:03:01,857][demucs.solver][INFO] - Train | Epoch 738 | 9/14 | 0.58 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 2.2188
[2024-12-12 19:03:02,512][demucs.solver][INFO] - Train | Epoch 738 | 10/14 | 0.62 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.1899
[2024-12-12 19:03:03,162][demucs.solver][INFO] - Train | Epoch 738 | 11/14 | 0.65 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.2709
[2024-12-12 19:03:03,814][demucs.solver][INFO] - Train | Epoch 738 | 12/14 | 0.68 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.1966
[2024-12-12 19:03:04,468][demucs.solver][INFO] - Train | Epoch 738 | 13/14 | 0.71 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 2.1448
[2024-12-12 19:03:04,844][demucs.solver][INFO] - Train Summary | Epoch 738 | Loss=0.2435 | Reco=0.2435 | Grad=2.1448
[2024-12-12 19:03:04,845][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:03:04,845][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:03:07,220][demucs.solver][INFO] - Valid | Epoch 738 | 1/20 | 2.93 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.375
[2024-12-12 19:03:07,480][demucs.solver][INFO] - Valid | Epoch 738 | 2/20 | 3.18 it/sec | Loss 0.4449 | Reco 0.4449 | Nsdr 1.091
[2024-12-12 19:03:07,682][demucs.solver][INFO] - Valid | Epoch 738 | 3/20 | 3.49 it/sec | Loss 0.4886 | Reco 0.4886 | Nsdr 1.190
[2024-12-12 19:03:07,877][demucs.solver][INFO] - Valid | Epoch 738 | 4/20 | 3.73 it/sec | Loss 0.5048 | Reco 0.5048 | Nsdr 1.242
[2024-12-12 19:03:08,081][demucs.solver][INFO] - Valid | Epoch 738 | 5/20 | 3.89 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.239
[2024-12-12 19:03:08,287][demucs.solver][INFO] - Valid | Epoch 738 | 6/20 | 4.00 it/sec | Loss 0.5087 | Reco 0.5087 | Nsdr 1.263
[2024-12-12 19:03:08,493][demucs.solver][INFO] - Valid | Epoch 738 | 7/20 | 4.09 it/sec | Loss 0.5292 | Reco 0.5292 | Nsdr 1.288
[2024-12-12 19:03:08,715][demucs.solver][INFO] - Valid | Epoch 738 | 8/20 | 4.13 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.291
[2024-12-12 19:03:08,941][demucs.solver][INFO] - Valid | Epoch 738 | 9/20 | 4.16 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.316
[2024-12-12 19:03:09,144][demucs.solver][INFO] - Valid | Epoch 738 | 10/20 | 4.22 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.301
[2024-12-12 19:03:09,370][demucs.solver][INFO] - Valid | Epoch 738 | 11/20 | 4.24 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.298
[2024-12-12 19:03:09,571][demucs.solver][INFO] - Valid | Epoch 738 | 12/20 | 4.28 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.277
[2024-12-12 19:03:09,775][demucs.solver][INFO] - Valid | Epoch 738 | 13/20 | 4.32 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.283
[2024-12-12 19:03:09,955][demucs.solver][INFO] - Valid | Epoch 738 | 14/20 | 4.39 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.292
[2024-12-12 19:03:10,154][demucs.solver][INFO] - Valid | Epoch 738 | 15/20 | 4.42 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.300
[2024-12-12 19:03:10,354][demucs.solver][INFO] - Valid | Epoch 738 | 16/20 | 4.45 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.306
[2024-12-12 19:03:10,552][demucs.solver][INFO] - Valid | Epoch 738 | 17/20 | 4.48 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.311
[2024-12-12 19:03:10,751][demucs.solver][INFO] - Valid | Epoch 738 | 18/20 | 4.51 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.272
[2024-12-12 19:03:10,905][demucs.solver][INFO] - Valid | Epoch 738 | 19/20 | 4.58 it/sec | Loss 0.5339 | Reco 0.5339 | Nsdr 1.287
[2024-12-12 19:03:11,322][demucs.solver][INFO] - Valid Summary | Epoch 738 | Loss=0.5339 | Reco=0.5339 | Nsdr=1.287 | Best=0.5289 | Bname=main
[2024-12-12 19:03:12,785][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:03:12,786][demucs.solver][INFO] - Training...
[2024-12-12 19:03:21,773][demucs.solver][INFO] - Train | Epoch 739 | 1/14 | 0.27 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.7522
[2024-12-12 19:03:22,450][demucs.solver][INFO] - Train | Epoch 739 | 2/14 | 0.38 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.1514
[2024-12-12 19:03:23,114][demucs.solver][INFO] - Train | Epoch 739 | 3/14 | 0.46 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.2143
[2024-12-12 19:03:23,791][demucs.solver][INFO] - Train | Epoch 739 | 4/14 | 0.54 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.9383
[2024-12-12 19:03:25,822][demucs.solver][INFO] - Train | Epoch 739 | 5/14 | 0.53 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 1.7315
[2024-12-12 19:03:26,474][demucs.solver][INFO] - Train | Epoch 739 | 6/14 | 0.58 it/sec | Loss 0.2368 | Reco 0.2368 | Grad 1.6467
[2024-12-12 19:03:27,124][demucs.solver][INFO] - Train | Epoch 739 | 7/14 | 0.63 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 1.7701
[2024-12-12 19:03:27,773][demucs.solver][INFO] - Train | Epoch 739 | 8/14 | 0.68 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.9705
[2024-12-12 19:03:28,424][demucs.solver][INFO] - Train | Epoch 739 | 9/14 | 0.72 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 1.7950
[2024-12-12 19:03:29,078][demucs.solver][INFO] - Train | Epoch 739 | 10/14 | 0.75 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 1.7571
[2024-12-12 19:03:29,729][demucs.solver][INFO] - Train | Epoch 739 | 11/14 | 0.79 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.7755
[2024-12-12 19:03:30,382][demucs.solver][INFO] - Train | Epoch 739 | 12/14 | 0.82 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 1.7235
[2024-12-12 19:03:31,035][demucs.solver][INFO] - Train | Epoch 739 | 13/14 | 0.85 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 1.7720
[2024-12-12 19:03:31,432][demucs.solver][INFO] - Train Summary | Epoch 739 | Loss=0.2491 | Reco=0.2491 | Grad=1.7720
[2024-12-12 19:03:31,432][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:03:31,432][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:03:33,846][demucs.solver][INFO] - Valid | Epoch 739 | 1/20 | 2.64 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.261
[2024-12-12 19:03:34,044][demucs.solver][INFO] - Valid | Epoch 739 | 2/20 | 3.14 it/sec | Loss 0.4509 | Reco 0.4509 | Nsdr 0.999
[2024-12-12 19:03:34,201][demucs.solver][INFO] - Valid | Epoch 739 | 3/20 | 3.59 it/sec | Loss 0.4953 | Reco 0.4953 | Nsdr 1.086
[2024-12-12 19:03:34,434][demucs.solver][INFO] - Valid | Epoch 739 | 4/20 | 3.72 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.135
[2024-12-12 19:03:34,659][demucs.solver][INFO] - Valid | Epoch 739 | 5/20 | 3.82 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.139
[2024-12-12 19:03:34,860][demucs.solver][INFO] - Valid | Epoch 739 | 6/20 | 3.95 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.163
[2024-12-12 19:03:35,061][demucs.solver][INFO] - Valid | Epoch 739 | 7/20 | 4.05 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.186
[2024-12-12 19:03:35,262][demucs.solver][INFO] - Valid | Epoch 739 | 8/20 | 4.14 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.184
[2024-12-12 19:03:35,463][demucs.solver][INFO] - Valid | Epoch 739 | 9/20 | 4.21 it/sec | Loss 0.5513 | Reco 0.5513 | Nsdr 1.209
[2024-12-12 19:03:35,664][demucs.solver][INFO] - Valid | Epoch 739 | 10/20 | 4.27 it/sec | Loss 0.5434 | Reco 0.5434 | Nsdr 1.194
[2024-12-12 19:03:35,887][demucs.solver][INFO] - Valid | Epoch 739 | 11/20 | 4.29 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.195
[2024-12-12 19:03:36,066][demucs.solver][INFO] - Valid | Epoch 739 | 12/20 | 4.37 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.177
[2024-12-12 19:03:36,245][demucs.solver][INFO] - Valid | Epoch 739 | 13/20 | 4.43 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.181
[2024-12-12 19:03:36,446][demucs.solver][INFO] - Valid | Epoch 739 | 14/20 | 4.47 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.189
[2024-12-12 19:03:36,625][demucs.solver][INFO] - Valid | Epoch 739 | 15/20 | 4.52 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.197
[2024-12-12 19:03:36,825][demucs.solver][INFO] - Valid | Epoch 739 | 16/20 | 4.55 it/sec | Loss 0.5702 | Reco 0.5702 | Nsdr 1.204
[2024-12-12 19:03:37,048][demucs.solver][INFO] - Valid | Epoch 739 | 17/20 | 4.55 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.207
[2024-12-12 19:03:37,223][demucs.solver][INFO] - Valid | Epoch 739 | 18/20 | 4.59 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.170
[2024-12-12 19:03:37,420][demucs.solver][INFO] - Valid | Epoch 739 | 19/20 | 4.62 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.184
[2024-12-12 19:03:37,845][demucs.solver][INFO] - Valid Summary | Epoch 739 | Loss=0.5413 | Reco=0.5413 | Nsdr=1.184 | Best=0.5289 | Bname=main
[2024-12-12 19:03:39,260][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:03:39,260][demucs.solver][INFO] - Training...
[2024-12-12 19:03:49,650][demucs.solver][INFO] - Train | Epoch 740 | 1/14 | 0.23 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 0.9766
[2024-12-12 19:03:50,325][demucs.solver][INFO] - Train | Epoch 740 | 2/14 | 0.32 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 1.4290
[2024-12-12 19:03:50,994][demucs.solver][INFO] - Train | Epoch 740 | 3/14 | 0.40 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.4957
[2024-12-12 19:03:51,663][demucs.solver][INFO] - Train | Epoch 740 | 4/14 | 0.47 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 2.1139
[2024-12-12 19:03:52,328][demucs.solver][INFO] - Train | Epoch 740 | 5/14 | 0.53 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 2.2160
[2024-12-12 19:03:52,992][demucs.solver][INFO] - Train | Epoch 740 | 6/14 | 0.59 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.0429
[2024-12-12 19:03:53,648][demucs.solver][INFO] - Train | Epoch 740 | 7/14 | 0.63 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 2.0895
[2024-12-12 19:03:54,301][demucs.solver][INFO] - Train | Epoch 740 | 8/14 | 0.68 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 2.2762
[2024-12-12 19:03:54,954][demucs.solver][INFO] - Train | Epoch 740 | 9/14 | 0.72 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 2.4617
[2024-12-12 19:03:55,607][demucs.solver][INFO] - Train | Epoch 740 | 10/14 | 0.76 it/sec | Loss 0.2508 | Reco 0.2508 | Grad 2.4802
[2024-12-12 19:03:56,260][demucs.solver][INFO] - Train | Epoch 740 | 11/14 | 0.79 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.3778
[2024-12-12 19:03:56,912][demucs.solver][INFO] - Train | Epoch 740 | 12/14 | 0.82 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.4175
[2024-12-12 19:03:57,562][demucs.solver][INFO] - Train | Epoch 740 | 13/14 | 0.85 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 2.5808
[2024-12-12 19:03:57,890][demucs.solver][INFO] - Train Summary | Epoch 740 | Loss=0.2474 | Reco=0.2474 | Grad=2.5808
[2024-12-12 19:03:57,890][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:03:57,891][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:04:00,234][demucs.solver][INFO] - Valid | Epoch 740 | 1/20 | 2.80 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.304
[2024-12-12 19:04:00,493][demucs.solver][INFO] - Valid | Epoch 740 | 2/20 | 3.08 it/sec | Loss 0.4490 | Reco 0.4490 | Nsdr 1.029
[2024-12-12 19:04:00,710][demucs.solver][INFO] - Valid | Epoch 740 | 3/20 | 3.36 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.128
[2024-12-12 19:04:00,870][demucs.solver][INFO] - Valid | Epoch 740 | 4/20 | 3.70 it/sec | Loss 0.5085 | Reco 0.5085 | Nsdr 1.181
[2024-12-12 19:04:01,075][demucs.solver][INFO] - Valid | Epoch 740 | 5/20 | 3.86 it/sec | Loss 0.5284 | Reco 0.5284 | Nsdr 1.188
[2024-12-12 19:04:01,281][demucs.solver][INFO] - Valid | Epoch 740 | 6/20 | 3.97 it/sec | Loss 0.5123 | Reco 0.5123 | Nsdr 1.212
[2024-12-12 19:04:01,438][demucs.solver][INFO] - Valid | Epoch 740 | 7/20 | 4.17 it/sec | Loss 0.5326 | Reco 0.5326 | Nsdr 1.239
[2024-12-12 19:04:01,667][demucs.solver][INFO] - Valid | Epoch 740 | 8/20 | 4.19 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.246
[2024-12-12 19:04:01,874][demucs.solver][INFO] - Valid | Epoch 740 | 9/20 | 4.25 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.271
[2024-12-12 19:04:02,095][demucs.solver][INFO] - Valid | Epoch 740 | 10/20 | 4.27 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.253
[2024-12-12 19:04:02,296][demucs.solver][INFO] - Valid | Epoch 740 | 11/20 | 4.32 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.252
[2024-12-12 19:04:02,518][demucs.solver][INFO] - Valid | Epoch 740 | 12/20 | 4.34 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.232
[2024-12-12 19:04:02,718][demucs.solver][INFO] - Valid | Epoch 740 | 13/20 | 4.38 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.237
[2024-12-12 19:04:02,896][demucs.solver][INFO] - Valid | Epoch 740 | 14/20 | 4.44 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.246
[2024-12-12 19:04:03,098][demucs.solver][INFO] - Valid | Epoch 740 | 15/20 | 4.47 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.255
[2024-12-12 19:04:03,299][demucs.solver][INFO] - Valid | Epoch 740 | 16/20 | 4.50 it/sec | Loss 0.5659 | Reco 0.5659 | Nsdr 1.263
[2024-12-12 19:04:03,529][demucs.solver][INFO] - Valid | Epoch 740 | 17/20 | 4.49 it/sec | Loss 0.5545 | Reco 0.5545 | Nsdr 1.264
[2024-12-12 19:04:03,755][demucs.solver][INFO] - Valid | Epoch 740 | 18/20 | 4.49 it/sec | Loss 0.5392 | Reco 0.5392 | Nsdr 1.225
[2024-12-12 19:04:03,955][demucs.solver][INFO] - Valid | Epoch 740 | 19/20 | 4.51 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.239
[2024-12-12 19:04:04,594][demucs.solver][INFO] - Valid Summary | Epoch 740 | Loss=0.5378 | Reco=0.5378 | Nsdr=1.239 | Best=0.5289 | Bname=main
[2024-12-12 19:04:04,594][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:04:04,594][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 19:04:19,191][demucs.evaluate][INFO] - Eval | 1/20 | 0.27 it/sec
[2024-12-12 19:04:22,967][demucs.evaluate][INFO] - Eval | 2/20 | 0.27 it/sec
[2024-12-12 19:04:26,573][demucs.evaluate][INFO] - Eval | 3/20 | 0.27 it/sec
[2024-12-12 19:04:30,119][demucs.evaluate][INFO] - Eval | 4/20 | 0.27 it/sec
[2024-12-12 19:04:33,756][demucs.evaluate][INFO] - Eval | 5/20 | 0.27 it/sec
[2024-12-12 19:04:37,400][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 19:04:40,951][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 19:04:44,665][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 19:04:48,269][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 19:04:51,897][demucs.evaluate][INFO] - Eval | 10/20 | 0.27 it/sec
[2024-12-12 19:04:55,604][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 19:04:59,316][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 19:05:02,940][demucs.evaluate][INFO] - Eval | 13/20 | 0.27 it/sec
[2024-12-12 19:05:06,543][demucs.evaluate][INFO] - Eval | 14/20 | 0.27 it/sec
[2024-12-12 19:05:10,147][demucs.evaluate][INFO] - Eval | 15/20 | 0.27 it/sec
[2024-12-12 19:05:13,774][demucs.evaluate][INFO] - Eval | 16/20 | 0.27 it/sec
[2024-12-12 19:05:17,303][demucs.evaluate][INFO] - Eval | 17/20 | 0.27 it/sec
[2024-12-12 19:05:20,854][demucs.evaluate][INFO] - Eval | 18/20 | 0.27 it/sec
[2024-12-12 19:05:24,443][demucs.evaluate][INFO] - Eval | 19/20 | 0.28 it/sec
[2024-12-12 19:05:24,461][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 117.25 it/sec
[2024-12-12 19:05:24,472][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 105.80 it/sec
[2024-12-12 19:05:24,480][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 109.76 it/sec
[2024-12-12 19:05:24,490][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 108.92 it/sec
[2024-12-12 19:05:24,508][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 93.82 it/sec
[2024-12-12 19:05:24,519][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 93.07 it/sec
[2024-12-12 19:05:24,535][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 87.73 it/sec
[2024-12-12 19:05:24,546][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 88.26 it/sec
[2024-12-12 19:05:24,555][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 89.66 it/sec
[2024-12-12 19:05:24,570][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 86.83 it/sec
[2024-12-12 19:05:24,584][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 85.50 it/sec
[2024-12-12 19:05:24,593][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 87.21 it/sec
[2024-12-12 19:05:24,603][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 88.05 it/sec
[2024-12-12 19:05:24,613][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 88.68 it/sec
[2024-12-12 19:05:24,621][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 90.33 it/sec
[2024-12-12 19:05:24,633][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 89.64 it/sec
[2024-12-12 19:05:24,642][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 90.69 it/sec
[2024-12-12 19:05:24,654][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 90.38 it/sec
[2024-12-12 19:05:24,662][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 91.68 it/sec
[2024-12-12 19:05:24,724][demucs.solver][INFO] - Test Summary | Epoch 740 | Nsdr=1.116 | Nsdr_drums=1.104 | Nsdr_bass=1.126 | Nsdr_other=1.109 | Nsdr_vocals=1.125
[2024-12-12 19:05:26,154][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:05:26,154][demucs.solver][INFO] - Training...
[2024-12-12 19:05:33,799][demucs.solver][INFO] - Train | Epoch 741 | 1/14 | 0.33 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.3204
[2024-12-12 19:05:34,512][demucs.solver][INFO] - Train | Epoch 741 | 2/14 | 0.45 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 2.5240
[2024-12-12 19:05:35,325][demucs.solver][INFO] - Train | Epoch 741 | 3/14 | 0.53 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.5298
[2024-12-12 19:05:35,993][demucs.solver][INFO] - Train | Epoch 741 | 4/14 | 0.61 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 2.7603
[2024-12-12 19:05:36,671][demucs.solver][INFO] - Train | Epoch 741 | 5/14 | 0.68 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 2.4221
[2024-12-12 19:05:37,337][demucs.solver][INFO] - Train | Epoch 741 | 6/14 | 0.74 it/sec | Loss 0.2532 | Reco 0.2532 | Grad 2.5400
[2024-12-12 19:05:38,004][demucs.solver][INFO] - Train | Epoch 741 | 7/14 | 0.79 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 2.5048
[2024-12-12 19:05:38,660][demucs.solver][INFO] - Train | Epoch 741 | 8/14 | 0.83 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.6311
[2024-12-12 19:05:39,317][demucs.solver][INFO] - Train | Epoch 741 | 9/14 | 0.87 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 2.5760
[2024-12-12 19:05:39,975][demucs.solver][INFO] - Train | Epoch 741 | 10/14 | 0.91 it/sec | Loss 0.2471 | Reco 0.2471 | Grad 2.5168
[2024-12-12 19:05:40,630][demucs.solver][INFO] - Train | Epoch 741 | 11/14 | 0.94 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.4592
[2024-12-12 19:05:41,282][demucs.solver][INFO] - Train | Epoch 741 | 12/14 | 0.97 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.4930
[2024-12-12 19:05:41,935][demucs.solver][INFO] - Train | Epoch 741 | 13/14 | 0.99 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 2.3363
[2024-12-12 19:05:42,311][demucs.solver][INFO] - Train Summary | Epoch 741 | Loss=0.2477 | Reco=0.2477 | Grad=2.3363
[2024-12-12 19:05:42,311][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:05:42,311][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:05:44,846][demucs.solver][INFO] - Valid | Epoch 741 | 1/20 | 2.47 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.386
[2024-12-12 19:05:45,094][demucs.solver][INFO] - Valid | Epoch 741 | 2/20 | 2.84 it/sec | Loss 0.4449 | Reco 0.4449 | Nsdr 1.097
[2024-12-12 19:05:45,299][demucs.solver][INFO] - Valid | Epoch 741 | 3/20 | 3.17 it/sec | Loss 0.4882 | Reco 0.4882 | Nsdr 1.199
[2024-12-12 19:05:45,499][demucs.solver][INFO] - Valid | Epoch 741 | 4/20 | 3.42 it/sec | Loss 0.5043 | Reco 0.5043 | Nsdr 1.255
[2024-12-12 19:05:45,705][demucs.solver][INFO] - Valid | Epoch 741 | 5/20 | 3.60 it/sec | Loss 0.5239 | Reco 0.5239 | Nsdr 1.258
[2024-12-12 19:05:45,863][demucs.solver][INFO] - Valid | Epoch 741 | 6/20 | 3.83 it/sec | Loss 0.5079 | Reco 0.5079 | Nsdr 1.281
[2024-12-12 19:05:46,089][demucs.solver][INFO] - Valid | Epoch 741 | 7/20 | 3.90 it/sec | Loss 0.5282 | Reco 0.5282 | Nsdr 1.307
[2024-12-12 19:05:46,267][demucs.solver][INFO] - Valid | Epoch 741 | 8/20 | 4.04 it/sec | Loss 0.5442 | Reco 0.5442 | Nsdr 1.310
[2024-12-12 19:05:46,469][demucs.solver][INFO] - Valid | Epoch 741 | 9/20 | 4.11 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.334
[2024-12-12 19:05:46,691][demucs.solver][INFO] - Valid | Epoch 741 | 10/20 | 4.14 it/sec | Loss 0.5346 | Reco 0.5346 | Nsdr 1.318
[2024-12-12 19:05:46,911][demucs.solver][INFO] - Valid | Epoch 741 | 11/20 | 4.18 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.315
[2024-12-12 19:05:47,116][demucs.solver][INFO] - Valid | Epoch 741 | 12/20 | 4.22 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.294
[2024-12-12 19:05:47,317][demucs.solver][INFO] - Valid | Epoch 741 | 13/20 | 4.27 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.296
[2024-12-12 19:05:47,519][demucs.solver][INFO] - Valid | Epoch 741 | 14/20 | 4.31 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.305
[2024-12-12 19:05:47,741][demucs.solver][INFO] - Valid | Epoch 741 | 15/20 | 4.32 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.313
[2024-12-12 19:05:47,897][demucs.solver][INFO] - Valid | Epoch 741 | 16/20 | 4.40 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.320
[2024-12-12 19:05:48,123][demucs.solver][INFO] - Valid | Epoch 741 | 17/20 | 4.41 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.325
[2024-12-12 19:05:48,303][demucs.solver][INFO] - Valid | Epoch 741 | 18/20 | 4.45 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.286
[2024-12-12 19:05:48,485][demucs.solver][INFO] - Valid | Epoch 741 | 19/20 | 4.50 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.301
[2024-12-12 19:05:48,913][demucs.solver][INFO] - Valid Summary | Epoch 741 | Loss=0.5333 | Reco=0.5333 | Nsdr=1.301 | Best=0.5289 | Bname=main
[2024-12-12 19:05:50,315][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:05:50,316][demucs.solver][INFO] - Training...
[2024-12-12 19:06:01,652][demucs.solver][INFO] - Train | Epoch 742 | 1/14 | 0.21 it/sec | Loss 0.2186 | Reco 0.2186 | Grad 2.7585
[2024-12-12 19:06:02,313][demucs.solver][INFO] - Train | Epoch 742 | 2/14 | 0.30 it/sec | Loss 0.2300 | Reco 0.2300 | Grad 2.7518
[2024-12-12 19:06:02,966][demucs.solver][INFO] - Train | Epoch 742 | 3/14 | 0.37 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 2.2578
[2024-12-12 19:06:03,624][demucs.solver][INFO] - Train | Epoch 742 | 4/14 | 0.44 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 1.9771
[2024-12-12 19:06:04,274][demucs.solver][INFO] - Train | Epoch 742 | 5/14 | 0.50 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 2.2486
[2024-12-12 19:06:04,929][demucs.solver][INFO] - Train | Epoch 742 | 6/14 | 0.55 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 2.1292
[2024-12-12 19:06:05,578][demucs.solver][INFO] - Train | Epoch 742 | 7/14 | 0.60 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 2.0286
[2024-12-12 19:06:06,226][demucs.solver][INFO] - Train | Epoch 742 | 8/14 | 0.64 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 1.8951
[2024-12-12 19:06:06,880][demucs.solver][INFO] - Train | Epoch 742 | 9/14 | 0.68 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 2.1546
[2024-12-12 19:06:07,530][demucs.solver][INFO] - Train | Epoch 742 | 10/14 | 0.72 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.2158
[2024-12-12 19:06:08,181][demucs.solver][INFO] - Train | Epoch 742 | 11/14 | 0.75 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.0666
[2024-12-12 19:06:08,832][demucs.solver][INFO] - Train | Epoch 742 | 12/14 | 0.78 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.0494
[2024-12-12 19:06:09,486][demucs.solver][INFO] - Train | Epoch 742 | 13/14 | 0.81 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.0400
[2024-12-12 19:06:09,838][demucs.solver][INFO] - Train Summary | Epoch 742 | Loss=0.2463 | Reco=0.2463 | Grad=2.0400
[2024-12-12 19:06:09,838][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:06:09,838][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:06:12,651][demucs.solver][INFO] - Valid | Epoch 742 | 1/20 | 1.80 it/sec | Loss 0.5750 | Reco 0.5750 | Nsdr 1.243
[2024-12-12 19:06:12,959][demucs.solver][INFO] - Valid | Epoch 742 | 2/20 | 2.11 it/sec | Loss 0.4511 | Reco 0.4511 | Nsdr 0.983
[2024-12-12 19:06:13,299][demucs.solver][INFO] - Valid | Epoch 742 | 3/20 | 2.27 it/sec | Loss 0.4953 | Reco 0.4953 | Nsdr 1.074
[2024-12-12 19:06:13,565][demucs.solver][INFO] - Valid | Epoch 742 | 4/20 | 2.47 it/sec | Loss 0.5120 | Reco 0.5120 | Nsdr 1.124
[2024-12-12 19:06:13,850][demucs.solver][INFO] - Valid | Epoch 742 | 5/20 | 2.60 it/sec | Loss 0.5327 | Reco 0.5327 | Nsdr 1.121
[2024-12-12 19:06:14,072][demucs.solver][INFO] - Valid | Epoch 742 | 6/20 | 2.76 it/sec | Loss 0.5163 | Reco 0.5163 | Nsdr 1.145
[2024-12-12 19:06:14,363][demucs.solver][INFO] - Valid | Epoch 742 | 7/20 | 2.83 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.169
[2024-12-12 19:06:14,655][demucs.solver][INFO] - Valid | Epoch 742 | 8/20 | 2.89 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.168
[2024-12-12 19:06:14,903][demucs.solver][INFO] - Valid | Epoch 742 | 9/20 | 2.97 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.194
[2024-12-12 19:06:15,123][demucs.solver][INFO] - Valid | Epoch 742 | 10/20 | 3.07 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.178
[2024-12-12 19:06:15,325][demucs.solver][INFO] - Valid | Epoch 742 | 11/20 | 3.17 it/sec | Loss 0.5516 | Reco 0.5516 | Nsdr 1.178
[2024-12-12 19:06:15,549][demucs.solver][INFO] - Valid | Epoch 742 | 12/20 | 3.24 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.160
[2024-12-12 19:06:15,747][demucs.solver][INFO] - Valid | Epoch 742 | 13/20 | 3.33 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.164
[2024-12-12 19:06:15,965][demucs.solver][INFO] - Valid | Epoch 742 | 14/20 | 3.39 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.173
[2024-12-12 19:06:16,163][demucs.solver][INFO] - Valid | Epoch 742 | 15/20 | 3.46 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.182
[2024-12-12 19:06:16,362][demucs.solver][INFO] - Valid | Epoch 742 | 16/20 | 3.52 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.189
[2024-12-12 19:06:16,560][demucs.solver][INFO] - Valid | Epoch 742 | 17/20 | 3.58 it/sec | Loss 0.5592 | Reco 0.5592 | Nsdr 1.193
[2024-12-12 19:06:16,758][demucs.solver][INFO] - Valid | Epoch 742 | 18/20 | 3.64 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.156
[2024-12-12 19:06:16,918][demucs.solver][INFO] - Valid | Epoch 742 | 19/20 | 3.72 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.171
[2024-12-12 19:06:17,342][demucs.solver][INFO] - Valid Summary | Epoch 742 | Loss=0.5419 | Reco=0.5419 | Nsdr=1.171 | Best=0.5289 | Bname=main
[2024-12-12 19:06:18,858][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:06:18,859][demucs.solver][INFO] - Training...
[2024-12-12 19:06:28,911][demucs.solver][INFO] - Train | Epoch 743 | 1/14 | 0.24 it/sec | Loss 0.2319 | Reco 0.2319 | Grad 0.8150
[2024-12-12 19:06:29,580][demucs.solver][INFO] - Train | Epoch 743 | 2/14 | 0.34 it/sec | Loss 0.2296 | Reco 0.2296 | Grad 1.1071
[2024-12-12 19:06:30,248][demucs.solver][INFO] - Train | Epoch 743 | 3/14 | 0.42 it/sec | Loss 0.2241 | Reco 0.2241 | Grad 1.0108
[2024-12-12 19:06:30,919][demucs.solver][INFO] - Train | Epoch 743 | 4/14 | 0.49 it/sec | Loss 0.2201 | Reco 0.2201 | Grad 1.0253
[2024-12-12 19:06:31,583][demucs.solver][INFO] - Train | Epoch 743 | 5/14 | 0.55 it/sec | Loss 0.2286 | Reco 0.2286 | Grad 0.9095
[2024-12-12 19:06:32,255][demucs.solver][INFO] - Train | Epoch 743 | 6/14 | 0.60 it/sec | Loss 0.2311 | Reco 0.2311 | Grad 1.2475
[2024-12-12 19:06:32,908][demucs.solver][INFO] - Train | Epoch 743 | 7/14 | 0.65 it/sec | Loss 0.2294 | Reco 0.2294 | Grad 1.1943
[2024-12-12 19:06:33,561][demucs.solver][INFO] - Train | Epoch 743 | 8/14 | 0.70 it/sec | Loss 0.2296 | Reco 0.2296 | Grad 1.1944
[2024-12-12 19:06:34,214][demucs.solver][INFO] - Train | Epoch 743 | 9/14 | 0.74 it/sec | Loss 0.2323 | Reco 0.2323 | Grad 1.5435
[2024-12-12 19:06:34,868][demucs.solver][INFO] - Train | Epoch 743 | 10/14 | 0.77 it/sec | Loss 0.2339 | Reco 0.2339 | Grad 1.5613
[2024-12-12 19:06:35,523][demucs.solver][INFO] - Train | Epoch 743 | 11/14 | 0.81 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.6833
[2024-12-12 19:06:36,178][demucs.solver][INFO] - Train | Epoch 743 | 12/14 | 0.84 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.6142
[2024-12-12 19:06:36,834][demucs.solver][INFO] - Train | Epoch 743 | 13/14 | 0.86 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 1.7137
[2024-12-12 19:06:37,181][demucs.solver][INFO] - Train Summary | Epoch 743 | Loss=0.2367 | Reco=0.2367 | Grad=1.7137
[2024-12-12 19:06:37,182][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:06:37,182][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:06:39,605][demucs.solver][INFO] - Valid | Epoch 743 | 1/20 | 2.52 it/sec | Loss 0.5731 | Reco 0.5731 | Nsdr 1.280
[2024-12-12 19:06:40,041][demucs.solver][INFO] - Valid | Epoch 743 | 2/20 | 2.44 it/sec | Loss 0.4500 | Reco 0.4500 | Nsdr 1.011
[2024-12-12 19:06:40,980][demucs.solver][INFO] - Valid | Epoch 743 | 3/20 | 1.84 it/sec | Loss 0.4939 | Reco 0.4939 | Nsdr 1.110
[2024-12-12 19:06:41,701][demucs.solver][INFO] - Valid | Epoch 743 | 4/20 | 1.73 it/sec | Loss 0.5100 | Reco 0.5100 | Nsdr 1.164
[2024-12-12 19:06:42,138][demucs.solver][INFO] - Valid | Epoch 743 | 5/20 | 1.80 it/sec | Loss 0.5300 | Reco 0.5300 | Nsdr 1.167
[2024-12-12 19:06:42,561][demucs.solver][INFO] - Valid | Epoch 743 | 6/20 | 1.87 it/sec | Loss 0.5138 | Reco 0.5138 | Nsdr 1.189
[2024-12-12 19:06:42,933][demucs.solver][INFO] - Valid | Epoch 743 | 7/20 | 1.94 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.216
[2024-12-12 19:06:43,327][demucs.solver][INFO] - Valid | Epoch 743 | 8/20 | 1.99 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.216
[2024-12-12 19:06:43,664][demucs.solver][INFO] - Valid | Epoch 743 | 9/20 | 2.06 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.245
[2024-12-12 19:06:44,007][demucs.solver][INFO] - Valid | Epoch 743 | 10/20 | 2.12 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.228
[2024-12-12 19:06:44,283][demucs.solver][INFO] - Valid | Epoch 743 | 11/20 | 2.19 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.226
[2024-12-12 19:06:44,595][demucs.solver][INFO] - Valid | Epoch 743 | 12/20 | 2.25 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.208
[2024-12-12 19:06:45,016][demucs.solver][INFO] - Valid | Epoch 743 | 13/20 | 2.26 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.212
[2024-12-12 19:06:45,457][demucs.solver][INFO] - Valid | Epoch 743 | 14/20 | 2.26 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.221
[2024-12-12 19:06:45,808][demucs.solver][INFO] - Valid | Epoch 743 | 15/20 | 2.29 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.230
[2024-12-12 19:06:46,288][demucs.solver][INFO] - Valid | Epoch 743 | 16/20 | 2.27 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.237
[2024-12-12 19:06:46,624][demucs.solver][INFO] - Valid | Epoch 743 | 17/20 | 2.30 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.240
[2024-12-12 19:06:46,836][demucs.solver][INFO] - Valid | Epoch 743 | 18/20 | 2.37 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.201
[2024-12-12 19:06:47,046][demucs.solver][INFO] - Valid | Epoch 743 | 19/20 | 2.43 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.217
[2024-12-12 19:06:47,583][demucs.solver][INFO] - Valid Summary | Epoch 743 | Loss=0.5390 | Reco=0.5390 | Nsdr=1.217 | Best=0.5289 | Bname=main
[2024-12-12 19:06:48,932][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:06:48,933][demucs.solver][INFO] - Training...
[2024-12-12 19:06:58,459][demucs.solver][INFO] - Train | Epoch 744 | 1/14 | 0.25 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.6624
[2024-12-12 19:06:59,122][demucs.solver][INFO] - Train | Epoch 744 | 2/14 | 0.35 it/sec | Loss 0.2285 | Reco 0.2285 | Grad 2.1400
[2024-12-12 19:06:59,787][demucs.solver][INFO] - Train | Epoch 744 | 3/14 | 0.44 it/sec | Loss 0.2209 | Reco 0.2209 | Grad 2.2287
[2024-12-12 19:07:00,451][demucs.solver][INFO] - Train | Epoch 744 | 4/14 | 0.51 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 2.7069
[2024-12-12 19:07:01,107][demucs.solver][INFO] - Train | Epoch 744 | 5/14 | 0.57 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 2.5196
[2024-12-12 19:07:01,764][demucs.solver][INFO] - Train | Epoch 744 | 6/14 | 0.63 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.3959
[2024-12-12 19:07:02,414][demucs.solver][INFO] - Train | Epoch 744 | 7/14 | 0.68 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 2.7038
[2024-12-12 19:07:03,064][demucs.solver][INFO] - Train | Epoch 744 | 8/14 | 0.72 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 2.7084
[2024-12-12 19:07:03,714][demucs.solver][INFO] - Train | Epoch 744 | 9/14 | 0.76 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.6821
[2024-12-12 19:07:04,368][demucs.solver][INFO] - Train | Epoch 744 | 10/14 | 0.80 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.5323
[2024-12-12 19:07:05,024][demucs.solver][INFO] - Train | Epoch 744 | 11/14 | 0.83 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.7109
[2024-12-12 19:07:05,677][demucs.solver][INFO] - Train | Epoch 744 | 12/14 | 0.86 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 2.7569
[2024-12-12 19:07:06,331][demucs.solver][INFO] - Train | Epoch 744 | 13/14 | 0.89 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.8320
[2024-12-12 19:07:06,643][demucs.solver][INFO] - Train Summary | Epoch 744 | Loss=0.2478 | Reco=0.2478 | Grad=2.8320
[2024-12-12 19:07:06,644][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:07:06,644][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:07:09,232][demucs.solver][INFO] - Valid | Epoch 744 | 1/20 | 2.13 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.355
[2024-12-12 19:07:10,240][demucs.solver][INFO] - Valid | Epoch 744 | 2/20 | 1.54 it/sec | Loss 0.4466 | Reco 0.4466 | Nsdr 1.074
[2024-12-12 19:07:11,142][demucs.solver][INFO] - Valid | Epoch 744 | 3/20 | 1.40 it/sec | Loss 0.4905 | Reco 0.4905 | Nsdr 1.169
[2024-12-12 19:07:12,104][demucs.solver][INFO] - Valid | Epoch 744 | 4/20 | 1.31 it/sec | Loss 0.5067 | Reco 0.5067 | Nsdr 1.221
[2024-12-12 19:07:12,953][demucs.solver][INFO] - Valid | Epoch 744 | 5/20 | 1.29 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.228
[2024-12-12 19:07:13,844][demucs.solver][INFO] - Valid | Epoch 744 | 6/20 | 1.26 it/sec | Loss 0.5106 | Reco 0.5106 | Nsdr 1.246
[2024-12-12 19:07:14,572][demucs.solver][INFO] - Valid | Epoch 744 | 7/20 | 1.27 it/sec | Loss 0.5312 | Reco 0.5312 | Nsdr 1.270
[2024-12-12 19:07:15,384][demucs.solver][INFO] - Valid | Epoch 744 | 8/20 | 1.27 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.275
[2024-12-12 19:07:15,878][demucs.solver][INFO] - Valid | Epoch 744 | 9/20 | 1.32 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.298
[2024-12-12 19:07:16,081][demucs.solver][INFO] - Valid | Epoch 744 | 10/20 | 1.41 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.281
[2024-12-12 19:07:16,284][demucs.solver][INFO] - Valid | Epoch 744 | 11/20 | 1.50 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.278
[2024-12-12 19:07:16,513][demucs.solver][INFO] - Valid | Epoch 744 | 12/20 | 1.58 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.256
[2024-12-12 19:07:16,737][demucs.solver][INFO] - Valid | Epoch 744 | 13/20 | 1.66 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.257
[2024-12-12 19:07:16,891][demucs.solver][INFO] - Valid | Epoch 744 | 14/20 | 1.74 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.265
[2024-12-12 19:07:17,089][demucs.solver][INFO] - Valid | Epoch 744 | 15/20 | 1.82 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.273
[2024-12-12 19:07:17,311][demucs.solver][INFO] - Valid | Epoch 744 | 16/20 | 1.88 it/sec | Loss 0.5651 | Reco 0.5651 | Nsdr 1.279
[2024-12-12 19:07:17,465][demucs.solver][INFO] - Valid | Epoch 744 | 17/20 | 1.96 it/sec | Loss 0.5534 | Reco 0.5534 | Nsdr 1.286
[2024-12-12 19:07:17,618][demucs.solver][INFO] - Valid | Epoch 744 | 18/20 | 2.04 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.248
[2024-12-12 19:07:17,802][demucs.solver][INFO] - Valid | Epoch 744 | 19/20 | 2.10 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.263
[2024-12-12 19:07:18,471][demucs.solver][INFO] - Valid Summary | Epoch 744 | Loss=0.5362 | Reco=0.5362 | Nsdr=1.263 | Best=0.5289 | Bname=main
[2024-12-12 19:07:19,989][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:07:19,990][demucs.solver][INFO] - Training...
[2024-12-12 19:07:31,824][demucs.solver][INFO] - Train | Epoch 745 | 1/14 | 0.20 it/sec | Loss 0.2228 | Reco 0.2228 | Grad 2.8189
[2024-12-12 19:07:32,489][demucs.solver][INFO] - Train | Epoch 745 | 2/14 | 0.27 it/sec | Loss 0.2314 | Reco 0.2314 | Grad 3.5011
[2024-12-12 19:07:33,150][demucs.solver][INFO] - Train | Epoch 745 | 3/14 | 0.35 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 3.2720
[2024-12-12 19:07:33,811][demucs.solver][INFO] - Train | Epoch 745 | 4/14 | 0.41 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 3.2730
[2024-12-12 19:07:34,469][demucs.solver][INFO] - Train | Epoch 745 | 5/14 | 0.47 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 3.3645
[2024-12-12 19:07:35,120][demucs.solver][INFO] - Train | Epoch 745 | 6/14 | 0.52 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 3.5389
[2024-12-12 19:07:35,771][demucs.solver][INFO] - Train | Epoch 745 | 7/14 | 0.56 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 3.5992
[2024-12-12 19:07:36,421][demucs.solver][INFO] - Train | Epoch 745 | 8/14 | 0.61 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 3.5872
[2024-12-12 19:07:37,069][demucs.solver][INFO] - Train | Epoch 745 | 9/14 | 0.65 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 3.5603
[2024-12-12 19:07:37,724][demucs.solver][INFO] - Train | Epoch 745 | 10/14 | 0.68 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 3.3772
[2024-12-12 19:07:38,376][demucs.solver][INFO] - Train | Epoch 745 | 11/14 | 0.71 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 3.3018
[2024-12-12 19:07:39,027][demucs.solver][INFO] - Train | Epoch 745 | 12/14 | 0.74 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 3.2434
[2024-12-12 19:07:39,676][demucs.solver][INFO] - Train | Epoch 745 | 13/14 | 0.77 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 3.2897
[2024-12-12 19:07:40,044][demucs.solver][INFO] - Train Summary | Epoch 745 | Loss=0.2401 | Reco=0.2401 | Grad=3.2897
[2024-12-12 19:07:40,044][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:07:40,044][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:07:42,504][demucs.solver][INFO] - Valid | Epoch 745 | 1/20 | 2.63 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.359
[2024-12-12 19:07:42,710][demucs.solver][INFO] - Valid | Epoch 745 | 2/20 | 3.11 it/sec | Loss 0.4470 | Reco 0.4470 | Nsdr 1.076
[2024-12-12 19:07:42,939][demucs.solver][INFO] - Valid | Epoch 745 | 3/20 | 3.35 it/sec | Loss 0.4907 | Reco 0.4907 | Nsdr 1.173
[2024-12-12 19:07:43,118][demucs.solver][INFO] - Valid | Epoch 745 | 4/20 | 3.64 it/sec | Loss 0.5067 | Reco 0.5067 | Nsdr 1.227
[2024-12-12 19:07:43,303][demucs.solver][INFO] - Valid | Epoch 745 | 5/20 | 3.85 it/sec | Loss 0.5262 | Reco 0.5262 | Nsdr 1.233
[2024-12-12 19:07:43,507][demucs.solver][INFO] - Valid | Epoch 745 | 6/20 | 3.97 it/sec | Loss 0.5105 | Reco 0.5105 | Nsdr 1.251
[2024-12-12 19:07:43,709][demucs.solver][INFO] - Valid | Epoch 745 | 7/20 | 4.07 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.276
[2024-12-12 19:07:43,935][demucs.solver][INFO] - Valid | Epoch 745 | 8/20 | 4.11 it/sec | Loss 0.5469 | Reco 0.5469 | Nsdr 1.280
[2024-12-12 19:07:44,114][demucs.solver][INFO] - Valid | Epoch 745 | 9/20 | 4.22 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.305
[2024-12-12 19:07:44,292][demucs.solver][INFO] - Valid | Epoch 745 | 10/20 | 4.32 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.285
[2024-12-12 19:07:44,446][demucs.solver][INFO] - Valid | Epoch 745 | 11/20 | 4.44 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.282
[2024-12-12 19:07:44,625][demucs.solver][INFO] - Valid | Epoch 745 | 12/20 | 4.51 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.260
[2024-12-12 19:07:44,805][demucs.solver][INFO] - Valid | Epoch 745 | 13/20 | 4.58 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.263
[2024-12-12 19:07:45,005][demucs.solver][INFO] - Valid | Epoch 745 | 14/20 | 4.60 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.272
[2024-12-12 19:07:45,207][demucs.solver][INFO] - Valid | Epoch 745 | 15/20 | 4.62 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.281
[2024-12-12 19:07:45,408][demucs.solver][INFO] - Valid | Epoch 745 | 16/20 | 4.64 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.287
[2024-12-12 19:07:45,631][demucs.solver][INFO] - Valid | Epoch 745 | 17/20 | 4.63 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.293
[2024-12-12 19:07:45,830][demucs.solver][INFO] - Valid | Epoch 745 | 18/20 | 4.65 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.254
[2024-12-12 19:07:46,009][demucs.solver][INFO] - Valid | Epoch 745 | 19/20 | 4.69 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.268
[2024-12-12 19:07:46,447][demucs.solver][INFO] - Valid Summary | Epoch 745 | Loss=0.5363 | Reco=0.5363 | Nsdr=1.268 | Best=0.5289 | Bname=main
[2024-12-12 19:07:47,929][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:07:47,929][demucs.solver][INFO] - Training...
[2024-12-12 19:08:00,282][demucs.solver][INFO] - Train | Epoch 746 | 1/14 | 0.19 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 3.2420
[2024-12-12 19:08:00,947][demucs.solver][INFO] - Train | Epoch 746 | 2/14 | 0.27 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 2.3139
[2024-12-12 19:08:01,609][demucs.solver][INFO] - Train | Epoch 746 | 3/14 | 0.34 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 2.4416
[2024-12-12 19:08:02,266][demucs.solver][INFO] - Train | Epoch 746 | 4/14 | 0.40 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.5652
[2024-12-12 19:08:02,923][demucs.solver][INFO] - Train | Epoch 746 | 5/14 | 0.45 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 2.9034
[2024-12-12 19:08:03,572][demucs.solver][INFO] - Train | Epoch 746 | 6/14 | 0.51 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 2.9009
[2024-12-12 19:08:04,221][demucs.solver][INFO] - Train | Epoch 746 | 7/14 | 0.55 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 2.6643
[2024-12-12 19:08:04,869][demucs.solver][INFO] - Train | Epoch 746 | 8/14 | 0.59 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 2.5611
[2024-12-12 19:08:05,518][demucs.solver][INFO] - Train | Epoch 746 | 9/14 | 0.63 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 2.7168
[2024-12-12 19:08:06,171][demucs.solver][INFO] - Train | Epoch 746 | 10/14 | 0.67 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.8166
[2024-12-12 19:08:06,821][demucs.solver][INFO] - Train | Epoch 746 | 11/14 | 0.70 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.8330
[2024-12-12 19:08:07,471][demucs.solver][INFO] - Train | Epoch 746 | 12/14 | 0.73 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 2.6581
[2024-12-12 19:08:08,124][demucs.solver][INFO] - Train | Epoch 746 | 13/14 | 0.76 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 2.6697
[2024-12-12 19:08:08,458][demucs.solver][INFO] - Train Summary | Epoch 746 | Loss=0.2460 | Reco=0.2460 | Grad=2.6697
[2024-12-12 19:08:08,459][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:08:08,459][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:08:12,290][demucs.solver][INFO] - Valid | Epoch 746 | 1/20 | 0.96 it/sec | Loss 0.5776 | Reco 0.5776 | Nsdr 1.240
[2024-12-12 19:08:13,123][demucs.solver][INFO] - Valid | Epoch 746 | 2/20 | 1.03 it/sec | Loss 0.4529 | Reco 0.4529 | Nsdr 0.984
[2024-12-12 19:08:13,838][demucs.solver][INFO] - Valid | Epoch 746 | 3/20 | 1.10 it/sec | Loss 0.4977 | Reco 0.4977 | Nsdr 1.077
[2024-12-12 19:08:14,311][demucs.solver][INFO] - Valid | Epoch 746 | 4/20 | 1.22 it/sec | Loss 0.5144 | Reco 0.5144 | Nsdr 1.121
[2024-12-12 19:08:14,562][demucs.solver][INFO] - Valid | Epoch 746 | 5/20 | 1.38 it/sec | Loss 0.5348 | Reco 0.5348 | Nsdr 1.118
[2024-12-12 19:08:15,027][demucs.solver][INFO] - Valid | Epoch 746 | 6/20 | 1.45 it/sec | Loss 0.5187 | Reco 0.5187 | Nsdr 1.137
[2024-12-12 19:08:15,491][demucs.solver][INFO] - Valid | Epoch 746 | 7/20 | 1.52 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.162
[2024-12-12 19:08:15,749][demucs.solver][INFO] - Valid | Epoch 746 | 8/20 | 1.63 it/sec | Loss 0.5560 | Reco 0.5560 | Nsdr 1.162
[2024-12-12 19:08:15,987][demucs.solver][INFO] - Valid | Epoch 746 | 9/20 | 1.73 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.187
[2024-12-12 19:08:16,187][demucs.solver][INFO] - Valid | Epoch 746 | 10/20 | 1.84 it/sec | Loss 0.5462 | Reco 0.5462 | Nsdr 1.172
[2024-12-12 19:08:16,389][demucs.solver][INFO] - Valid | Epoch 746 | 11/20 | 1.94 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.171
[2024-12-12 19:08:16,585][demucs.solver][INFO] - Valid | Epoch 746 | 12/20 | 2.04 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.151
[2024-12-12 19:08:16,807][demucs.solver][INFO] - Valid | Epoch 746 | 13/20 | 2.12 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.153
[2024-12-12 19:08:16,961][demucs.solver][INFO] - Valid | Epoch 746 | 14/20 | 2.22 it/sec | Loss 0.5680 | Reco 0.5680 | Nsdr 1.162
[2024-12-12 19:08:17,182][demucs.solver][INFO] - Valid | Epoch 746 | 15/20 | 2.30 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.169
[2024-12-12 19:08:17,362][demucs.solver][INFO] - Valid | Epoch 746 | 16/20 | 2.38 it/sec | Loss 0.5733 | Reco 0.5733 | Nsdr 1.175
[2024-12-12 19:08:17,563][demucs.solver][INFO] - Valid | Epoch 746 | 17/20 | 2.45 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.182
[2024-12-12 19:08:17,762][demucs.solver][INFO] - Valid | Epoch 746 | 18/20 | 2.52 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.146
[2024-12-12 19:08:17,963][demucs.solver][INFO] - Valid | Epoch 746 | 19/20 | 2.58 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.162
[2024-12-12 19:08:18,382][demucs.solver][INFO] - Valid Summary | Epoch 746 | Loss=0.5438 | Reco=0.5438 | Nsdr=1.162 | Best=0.5289 | Bname=main
[2024-12-12 19:08:19,758][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:08:19,759][demucs.solver][INFO] - Training...
[2024-12-12 19:08:27,008][demucs.solver][INFO] - Train | Epoch 747 | 1/14 | 0.36 it/sec | Loss 0.2756 | Reco 0.2756 | Grad 3.8750
[2024-12-12 19:08:28,256][demucs.solver][INFO] - Train | Epoch 747 | 2/14 | 0.44 it/sec | Loss 0.2691 | Reco 0.2691 | Grad 3.5420
[2024-12-12 19:08:28,934][demucs.solver][INFO] - Train | Epoch 747 | 3/14 | 0.54 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 3.0785
[2024-12-12 19:08:29,595][demucs.solver][INFO] - Train | Epoch 747 | 4/14 | 0.62 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.9354
[2024-12-12 19:08:30,269][demucs.solver][INFO] - Train | Epoch 747 | 5/14 | 0.68 it/sec | Loss 0.2547 | Reco 0.2547 | Grad 2.7940
[2024-12-12 19:08:30,998][demucs.solver][INFO] - Train | Epoch 747 | 6/14 | 0.73 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 2.6378
[2024-12-12 19:08:31,668][demucs.solver][INFO] - Train | Epoch 747 | 7/14 | 0.78 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.3382
[2024-12-12 19:08:32,331][demucs.solver][INFO] - Train | Epoch 747 | 8/14 | 0.83 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.4344
[2024-12-12 19:08:32,989][demucs.solver][INFO] - Train | Epoch 747 | 9/14 | 0.87 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 2.3598
[2024-12-12 19:08:33,645][demucs.solver][INFO] - Train | Epoch 747 | 10/14 | 0.90 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.3523
[2024-12-12 19:08:34,295][demucs.solver][INFO] - Train | Epoch 747 | 11/14 | 0.94 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.4600
[2024-12-12 19:08:34,942][demucs.solver][INFO] - Train | Epoch 747 | 12/14 | 0.97 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 2.5200
[2024-12-12 19:08:35,595][demucs.solver][INFO] - Train | Epoch 747 | 13/14 | 0.99 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.3680
[2024-12-12 19:08:36,011][demucs.solver][INFO] - Train Summary | Epoch 747 | Loss=0.2462 | Reco=0.2462 | Grad=2.3680
[2024-12-12 19:08:36,011][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:08:36,011][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:08:38,361][demucs.solver][INFO] - Valid | Epoch 747 | 1/20 | 2.99 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.317
[2024-12-12 19:08:38,652][demucs.solver][INFO] - Valid | Epoch 747 | 2/20 | 3.12 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.044
[2024-12-12 19:08:38,858][demucs.solver][INFO] - Valid | Epoch 747 | 3/20 | 3.43 it/sec | Loss 0.4930 | Reco 0.4930 | Nsdr 1.140
[2024-12-12 19:08:39,059][demucs.solver][INFO] - Valid | Epoch 747 | 4/20 | 3.66 it/sec | Loss 0.5092 | Reco 0.5092 | Nsdr 1.191
[2024-12-12 19:08:39,215][demucs.solver][INFO] - Valid | Epoch 747 | 5/20 | 3.94 it/sec | Loss 0.5291 | Reco 0.5291 | Nsdr 1.191
[2024-12-12 19:08:39,417][demucs.solver][INFO] - Valid | Epoch 747 | 6/20 | 4.06 it/sec | Loss 0.5132 | Reco 0.5132 | Nsdr 1.211
[2024-12-12 19:08:39,619][demucs.solver][INFO] - Valid | Epoch 747 | 7/20 | 4.15 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.237
[2024-12-12 19:08:39,773][demucs.solver][INFO] - Valid | Epoch 747 | 8/20 | 4.32 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.237
[2024-12-12 19:08:39,982][demucs.solver][INFO] - Valid | Epoch 747 | 9/20 | 4.37 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.262
[2024-12-12 19:08:40,186][demucs.solver][INFO] - Valid | Epoch 747 | 10/20 | 4.41 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.245
[2024-12-12 19:08:40,387][demucs.solver][INFO] - Valid | Epoch 747 | 11/20 | 4.45 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.243
[2024-12-12 19:08:40,588][demucs.solver][INFO] - Valid | Epoch 747 | 12/20 | 4.49 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.222
[2024-12-12 19:08:40,785][demucs.solver][INFO] - Valid | Epoch 747 | 13/20 | 4.53 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.223
[2024-12-12 19:08:40,964][demucs.solver][INFO] - Valid | Epoch 747 | 14/20 | 4.58 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.233
[2024-12-12 19:08:41,185][demucs.solver][INFO] - Valid | Epoch 747 | 15/20 | 4.58 it/sec | Loss 0.5633 | Reco 0.5633 | Nsdr 1.242
[2024-12-12 19:08:41,367][demucs.solver][INFO] - Valid | Epoch 747 | 16/20 | 4.63 it/sec | Loss 0.5674 | Reco 0.5674 | Nsdr 1.248
[2024-12-12 19:08:41,567][demucs.solver][INFO] - Valid | Epoch 747 | 17/20 | 4.65 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.254
[2024-12-12 19:08:41,768][demucs.solver][INFO] - Valid | Epoch 747 | 18/20 | 4.66 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.216
[2024-12-12 19:08:41,967][demucs.solver][INFO] - Valid | Epoch 747 | 19/20 | 4.68 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.231
[2024-12-12 19:08:42,421][demucs.solver][INFO] - Valid Summary | Epoch 747 | Loss=0.5385 | Reco=0.5385 | Nsdr=1.231 | Best=0.5289 | Bname=main
[2024-12-12 19:08:43,805][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:08:43,805][demucs.solver][INFO] - Training...
[2024-12-12 19:08:56,214][demucs.solver][INFO] - Train | Epoch 748 | 1/14 | 0.19 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.8616
[2024-12-12 19:08:56,894][demucs.solver][INFO] - Train | Epoch 748 | 2/14 | 0.26 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 2.4081
[2024-12-12 19:08:57,564][demucs.solver][INFO] - Train | Epoch 748 | 3/14 | 0.33 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.9619
[2024-12-12 19:08:58,227][demucs.solver][INFO] - Train | Epoch 748 | 4/14 | 0.39 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 2.5993
[2024-12-12 19:08:58,888][demucs.solver][INFO] - Train | Epoch 748 | 5/14 | 0.45 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.8186
[2024-12-12 19:08:59,552][demucs.solver][INFO] - Train | Epoch 748 | 6/14 | 0.50 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.9401
[2024-12-12 19:09:00,207][demucs.solver][INFO] - Train | Epoch 748 | 7/14 | 0.54 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 3.2938
[2024-12-12 19:09:00,862][demucs.solver][INFO] - Train | Epoch 748 | 8/14 | 0.59 it/sec | Loss 0.2534 | Reco 0.2534 | Grad 3.1422
[2024-12-12 19:09:01,515][demucs.solver][INFO] - Train | Epoch 748 | 9/14 | 0.62 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 3.2262
[2024-12-12 19:09:02,168][demucs.solver][INFO] - Train | Epoch 748 | 10/14 | 0.66 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 3.2610
[2024-12-12 19:09:02,823][demucs.solver][INFO] - Train | Epoch 748 | 11/14 | 0.69 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 3.2113
[2024-12-12 19:09:03,477][demucs.solver][INFO] - Train | Epoch 748 | 12/14 | 0.72 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 3.0399
[2024-12-12 19:09:04,129][demucs.solver][INFO] - Train | Epoch 748 | 13/14 | 0.75 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 3.0254
[2024-12-12 19:09:04,451][demucs.solver][INFO] - Train Summary | Epoch 748 | Loss=0.2478 | Reco=0.2478 | Grad=3.0254
[2024-12-12 19:09:04,451][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:09:04,451][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:09:06,843][demucs.solver][INFO] - Valid | Epoch 748 | 1/20 | 2.98 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.267
[2024-12-12 19:09:07,109][demucs.solver][INFO] - Valid | Epoch 748 | 2/20 | 3.20 it/sec | Loss 0.4502 | Reco 0.4502 | Nsdr 1.023
[2024-12-12 19:09:07,369][demucs.solver][INFO] - Valid | Epoch 748 | 3/20 | 3.34 it/sec | Loss 0.4951 | Reco 0.4951 | Nsdr 1.096
[2024-12-12 19:09:07,549][demucs.solver][INFO] - Valid | Epoch 748 | 4/20 | 3.63 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.137
[2024-12-12 19:09:07,781][demucs.solver][INFO] - Valid | Epoch 748 | 5/20 | 3.73 it/sec | Loss 0.5326 | Reco 0.5326 | Nsdr 1.134
[2024-12-12 19:09:07,958][demucs.solver][INFO] - Valid | Epoch 748 | 6/20 | 3.92 it/sec | Loss 0.5166 | Reco 0.5166 | Nsdr 1.152
[2024-12-12 19:09:08,166][demucs.solver][INFO] - Valid | Epoch 748 | 7/20 | 4.01 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.170
[2024-12-12 19:09:08,352][demucs.solver][INFO] - Valid | Epoch 748 | 8/20 | 4.13 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.170
[2024-12-12 19:09:08,556][demucs.solver][INFO] - Valid | Epoch 748 | 9/20 | 4.19 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.193
[2024-12-12 19:09:08,785][demucs.solver][INFO] - Valid | Epoch 748 | 10/20 | 4.21 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.178
[2024-12-12 19:09:09,011][demucs.solver][INFO] - Valid | Epoch 748 | 11/20 | 4.23 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.177
[2024-12-12 19:09:09,212][demucs.solver][INFO] - Valid | Epoch 748 | 12/20 | 4.27 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.156
[2024-12-12 19:09:09,393][demucs.solver][INFO] - Valid | Epoch 748 | 13/20 | 4.35 it/sec | Loss 0.5691 | Reco 0.5691 | Nsdr 1.159
[2024-12-12 19:09:09,591][demucs.solver][INFO] - Valid | Epoch 748 | 14/20 | 4.39 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.167
[2024-12-12 19:09:09,791][demucs.solver][INFO] - Valid | Epoch 748 | 15/20 | 4.42 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.175
[2024-12-12 19:09:09,996][demucs.solver][INFO] - Valid | Epoch 748 | 16/20 | 4.44 it/sec | Loss 0.5717 | Reco 0.5717 | Nsdr 1.182
[2024-12-12 19:09:10,218][demucs.solver][INFO] - Valid | Epoch 748 | 17/20 | 4.45 it/sec | Loss 0.5599 | Reco 0.5599 | Nsdr 1.187
[2024-12-12 19:09:10,397][demucs.solver][INFO] - Valid | Epoch 748 | 18/20 | 4.50 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.154
[2024-12-12 19:09:10,617][demucs.solver][INFO] - Valid | Epoch 748 | 19/20 | 4.50 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.166
[2024-12-12 19:09:11,021][demucs.solver][INFO] - Valid Summary | Epoch 748 | Loss=0.5425 | Reco=0.5425 | Nsdr=1.166 | Best=0.5289 | Bname=main
[2024-12-12 19:09:12,419][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:09:12,420][demucs.solver][INFO] - Training...
[2024-12-12 19:09:22,484][demucs.solver][INFO] - Train | Epoch 749 | 1/14 | 0.24 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 3.6251
[2024-12-12 19:09:23,146][demucs.solver][INFO] - Train | Epoch 749 | 2/14 | 0.33 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 2.9338
[2024-12-12 19:09:23,804][demucs.solver][INFO] - Train | Epoch 749 | 3/14 | 0.41 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 3.0948
[2024-12-12 19:09:24,465][demucs.solver][INFO] - Train | Epoch 749 | 4/14 | 0.48 it/sec | Loss 0.2296 | Reco 0.2296 | Grad 3.1397
[2024-12-12 19:09:25,120][demucs.solver][INFO] - Train | Epoch 749 | 5/14 | 0.55 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 3.2247
[2024-12-12 19:09:25,770][demucs.solver][INFO] - Train | Epoch 749 | 6/14 | 0.60 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 3.2216
[2024-12-12 19:09:26,421][demucs.solver][INFO] - Train | Epoch 749 | 7/14 | 0.65 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 3.1358
[2024-12-12 19:09:27,071][demucs.solver][INFO] - Train | Epoch 749 | 8/14 | 0.70 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 3.2208
[2024-12-12 19:09:27,722][demucs.solver][INFO] - Train | Epoch 749 | 9/14 | 0.74 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 3.3127
[2024-12-12 19:09:28,373][demucs.solver][INFO] - Train | Epoch 749 | 10/14 | 0.77 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 3.3611
[2024-12-12 19:09:29,022][demucs.solver][INFO] - Train | Epoch 749 | 11/14 | 0.81 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 3.4655
[2024-12-12 19:09:29,671][demucs.solver][INFO] - Train | Epoch 749 | 12/14 | 0.84 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 3.3550
[2024-12-12 19:09:30,319][demucs.solver][INFO] - Train | Epoch 749 | 13/14 | 0.87 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 3.3176
[2024-12-12 19:09:30,701][demucs.solver][INFO] - Train Summary | Epoch 749 | Loss=0.2403 | Reco=0.2403 | Grad=3.3176
[2024-12-12 19:09:30,701][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:09:30,701][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:09:34,597][demucs.solver][INFO] - Valid | Epoch 749 | 1/20 | 0.96 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.238
[2024-12-12 19:09:35,402][demucs.solver][INFO] - Valid | Epoch 749 | 2/20 | 1.04 it/sec | Loss 0.4527 | Reco 0.4527 | Nsdr 0.978
[2024-12-12 19:09:35,991][demucs.solver][INFO] - Valid | Epoch 749 | 3/20 | 1.15 it/sec | Loss 0.4975 | Reco 0.4975 | Nsdr 1.069
[2024-12-12 19:09:36,516][demucs.solver][INFO] - Valid | Epoch 749 | 4/20 | 1.25 it/sec | Loss 0.5139 | Reco 0.5139 | Nsdr 1.121
[2024-12-12 19:09:36,920][demucs.solver][INFO] - Valid | Epoch 749 | 5/20 | 1.36 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.117
[2024-12-12 19:09:37,321][demucs.solver][INFO] - Valid | Epoch 749 | 6/20 | 1.46 it/sec | Loss 0.5181 | Reco 0.5181 | Nsdr 1.138
[2024-12-12 19:09:37,531][demucs.solver][INFO] - Valid | Epoch 749 | 7/20 | 1.59 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.163
[2024-12-12 19:09:37,896][demucs.solver][INFO] - Valid | Epoch 749 | 8/20 | 1.67 it/sec | Loss 0.5551 | Reco 0.5551 | Nsdr 1.164
[2024-12-12 19:09:38,223][demucs.solver][INFO] - Valid | Epoch 749 | 9/20 | 1.75 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.190
[2024-12-12 19:09:38,399][demucs.solver][INFO] - Valid | Epoch 749 | 10/20 | 1.87 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.174
[2024-12-12 19:09:38,572][demucs.solver][INFO] - Valid | Epoch 749 | 11/20 | 1.98 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.173
[2024-12-12 19:09:38,795][demucs.solver][INFO] - Valid | Epoch 749 | 12/20 | 2.07 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.154
[2024-12-12 19:09:38,998][demucs.solver][INFO] - Valid | Epoch 749 | 13/20 | 2.16 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.158
[2024-12-12 19:09:39,226][demucs.solver][INFO] - Valid | Epoch 749 | 14/20 | 2.23 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.167
[2024-12-12 19:09:39,428][demucs.solver][INFO] - Valid | Epoch 749 | 15/20 | 2.31 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.176
[2024-12-12 19:09:39,654][demucs.solver][INFO] - Valid | Epoch 749 | 16/20 | 2.38 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.183
[2024-12-12 19:09:39,857][demucs.solver][INFO] - Valid | Epoch 749 | 17/20 | 2.45 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.186
[2024-12-12 19:09:40,037][demucs.solver][INFO] - Valid | Epoch 749 | 18/20 | 2.53 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.150
[2024-12-12 19:09:40,236][demucs.solver][INFO] - Valid | Epoch 749 | 19/20 | 2.59 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.164
[2024-12-12 19:09:40,690][demucs.solver][INFO] - Valid Summary | Epoch 749 | Loss=0.5435 | Reco=0.5435 | Nsdr=1.164 | Best=0.5289 | Bname=main
[2024-12-12 19:09:42,204][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:09:42,204][demucs.solver][INFO] - Training...
[2024-12-12 19:09:46,427][demucs.solver][INFO] - Train | Epoch 750 | 1/14 | 0.86 it/sec | Loss 0.2727 | Reco 0.2727 | Grad 4.7019
[2024-12-12 19:09:50,847][demucs.solver][INFO] - Train | Epoch 750 | 2/14 | 0.44 it/sec | Loss 0.2627 | Reco 0.2627 | Grad 4.1547
[2024-12-12 19:09:51,513][demucs.solver][INFO] - Train | Epoch 750 | 3/14 | 0.54 it/sec | Loss 0.2586 | Reco 0.2586 | Grad 3.6651
[2024-12-12 19:09:52,479][demucs.solver][INFO] - Train | Epoch 750 | 4/14 | 0.60 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 3.5178
[2024-12-12 19:09:53,150][demucs.solver][INFO] - Train | Epoch 750 | 5/14 | 0.66 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 3.1347
[2024-12-12 19:09:53,931][demucs.solver][INFO] - Train | Epoch 750 | 6/14 | 0.71 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 2.9068
[2024-12-12 19:09:54,606][demucs.solver][INFO] - Train | Epoch 750 | 7/14 | 0.76 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 2.6658
[2024-12-12 19:09:55,271][demucs.solver][INFO] - Train | Epoch 750 | 8/14 | 0.81 it/sec | Loss 0.2474 | Reco 0.2474 | Grad 2.4974
[2024-12-12 19:09:56,037][demucs.solver][INFO] - Train | Epoch 750 | 9/14 | 0.84 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.4409
[2024-12-12 19:09:56,703][demucs.solver][INFO] - Train | Epoch 750 | 10/14 | 0.87 it/sec | Loss 0.2515 | Reco 0.2515 | Grad 2.6925
[2024-12-12 19:09:57,368][demucs.solver][INFO] - Train | Epoch 750 | 11/14 | 0.90 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 2.7422
[2024-12-12 19:09:58,044][demucs.solver][INFO] - Train | Epoch 750 | 12/14 | 0.93 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.7466
[2024-12-12 19:09:58,733][demucs.solver][INFO] - Train | Epoch 750 | 13/14 | 0.96 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 2.7948
[2024-12-12 19:09:59,118][demucs.solver][INFO] - Train Summary | Epoch 750 | Loss=0.2479 | Reco=0.2479 | Grad=2.7948
[2024-12-12 19:09:59,119][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:09:59,119][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:10:01,919][demucs.solver][INFO] - Valid | Epoch 750 | 1/20 | 1.80 it/sec | Loss 0.5777 | Reco 0.5777 | Nsdr 1.215
[2024-12-12 19:10:02,269][demucs.solver][INFO] - Valid | Epoch 750 | 2/20 | 2.06 it/sec | Loss 0.4528 | Reco 0.4528 | Nsdr 0.971
[2024-12-12 19:10:02,494][demucs.solver][INFO] - Valid | Epoch 750 | 3/20 | 2.38 it/sec | Loss 0.4983 | Reco 0.4983 | Nsdr 1.043
[2024-12-12 19:10:02,698][demucs.solver][INFO] - Valid | Epoch 750 | 4/20 | 2.65 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.086
[2024-12-12 19:10:02,877][demucs.solver][INFO] - Valid | Epoch 750 | 5/20 | 2.90 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.079
[2024-12-12 19:10:03,085][demucs.solver][INFO] - Valid | Epoch 750 | 6/20 | 3.08 it/sec | Loss 0.5197 | Reco 0.5197 | Nsdr 1.100
[2024-12-12 19:10:03,315][demucs.solver][INFO] - Valid | Epoch 750 | 7/20 | 3.19 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.120
[2024-12-12 19:10:03,519][demucs.solver][INFO] - Valid | Epoch 750 | 8/20 | 3.32 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.119
[2024-12-12 19:10:03,723][demucs.solver][INFO] - Valid | Epoch 750 | 9/20 | 3.43 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.141
[2024-12-12 19:10:03,880][demucs.solver][INFO] - Valid | Epoch 750 | 10/20 | 3.58 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.128
[2024-12-12 19:10:04,081][demucs.solver][INFO] - Valid | Epoch 750 | 11/20 | 3.67 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.129
[2024-12-12 19:10:04,260][demucs.solver][INFO] - Valid | Epoch 750 | 12/20 | 3.77 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.112
[2024-12-12 19:10:04,486][demucs.solver][INFO] - Valid | Epoch 750 | 13/20 | 3.81 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.116
[2024-12-12 19:10:04,692][demucs.solver][INFO] - Valid | Epoch 750 | 14/20 | 3.86 it/sec | Loss 0.5693 | Reco 0.5693 | Nsdr 1.124
[2024-12-12 19:10:04,897][demucs.solver][INFO] - Valid | Epoch 750 | 15/20 | 3.92 it/sec | Loss 0.5705 | Reco 0.5705 | Nsdr 1.131
[2024-12-12 19:10:05,096][demucs.solver][INFO] - Valid | Epoch 750 | 16/20 | 3.97 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.139
[2024-12-12 19:10:05,297][demucs.solver][INFO] - Valid | Epoch 750 | 17/20 | 4.01 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.143
[2024-12-12 19:10:05,497][demucs.solver][INFO] - Valid | Epoch 750 | 18/20 | 4.05 it/sec | Loss 0.5470 | Reco 0.5470 | Nsdr 1.110
[2024-12-12 19:10:05,675][demucs.solver][INFO] - Valid | Epoch 750 | 19/20 | 4.11 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.122
[2024-12-12 19:10:06,088][demucs.solver][INFO] - Valid Summary | Epoch 750 | Loss=0.5455 | Reco=0.5455 | Nsdr=1.122 | Best=0.5289 | Bname=main
[2024-12-12 19:10:07,584][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:10:07,585][demucs.solver][INFO] - Training...
[2024-12-12 19:10:20,383][demucs.solver][INFO] - Train | Epoch 751 | 1/14 | 0.18 it/sec | Loss 0.2169 | Reco 0.2169 | Grad 0.9171
[2024-12-12 19:10:21,049][demucs.solver][INFO] - Train | Epoch 751 | 2/14 | 0.25 it/sec | Loss 0.2144 | Reco 0.2144 | Grad 1.5610
[2024-12-12 19:10:21,717][demucs.solver][INFO] - Train | Epoch 751 | 3/14 | 0.32 it/sec | Loss 0.2202 | Reco 0.2202 | Grad 2.2428
[2024-12-12 19:10:22,379][demucs.solver][INFO] - Train | Epoch 751 | 4/14 | 0.38 it/sec | Loss 0.2310 | Reco 0.2310 | Grad 2.6209
[2024-12-12 19:10:23,047][demucs.solver][INFO] - Train | Epoch 751 | 5/14 | 0.43 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 2.5013
[2024-12-12 19:10:23,711][demucs.solver][INFO] - Train | Epoch 751 | 6/14 | 0.48 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 2.6810
[2024-12-12 19:10:24,367][demucs.solver][INFO] - Train | Epoch 751 | 7/14 | 0.53 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.9500
[2024-12-12 19:10:25,024][demucs.solver][INFO] - Train | Epoch 751 | 8/14 | 0.57 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.9828
[2024-12-12 19:10:25,681][demucs.solver][INFO] - Train | Epoch 751 | 9/14 | 0.61 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.8239
[2024-12-12 19:10:26,337][demucs.solver][INFO] - Train | Epoch 751 | 10/14 | 0.64 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 2.6547
[2024-12-12 19:10:26,992][demucs.solver][INFO] - Train | Epoch 751 | 11/14 | 0.68 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 2.5614
[2024-12-12 19:10:27,647][demucs.solver][INFO] - Train | Epoch 751 | 12/14 | 0.71 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.4544
[2024-12-12 19:10:28,303][demucs.solver][INFO] - Train | Epoch 751 | 13/14 | 0.73 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 2.4808
[2024-12-12 19:10:28,651][demucs.solver][INFO] - Train Summary | Epoch 751 | Loss=0.2433 | Reco=0.2433 | Grad=2.4808
[2024-12-12 19:10:28,651][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:10:28,651][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:10:31,123][demucs.solver][INFO] - Valid | Epoch 751 | 1/20 | 2.70 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.404
[2024-12-12 19:10:31,318][demucs.solver][INFO] - Valid | Epoch 751 | 2/20 | 3.21 it/sec | Loss 0.4435 | Reco 0.4435 | Nsdr 1.109
[2024-12-12 19:10:31,474][demucs.solver][INFO] - Valid | Epoch 751 | 3/20 | 3.66 it/sec | Loss 0.4872 | Reco 0.4872 | Nsdr 1.211
[2024-12-12 19:10:31,707][demucs.solver][INFO] - Valid | Epoch 751 | 4/20 | 3.77 it/sec | Loss 0.5029 | Reco 0.5029 | Nsdr 1.270
[2024-12-12 19:10:31,909][demucs.solver][INFO] - Valid | Epoch 751 | 5/20 | 3.93 it/sec | Loss 0.5221 | Reco 0.5221 | Nsdr 1.276
[2024-12-12 19:10:32,112][demucs.solver][INFO] - Valid | Epoch 751 | 6/20 | 4.05 it/sec | Loss 0.5063 | Reco 0.5063 | Nsdr 1.296
[2024-12-12 19:10:32,315][demucs.solver][INFO] - Valid | Epoch 751 | 7/20 | 4.14 it/sec | Loss 0.5267 | Reco 0.5267 | Nsdr 1.323
[2024-12-12 19:10:32,492][demucs.solver][INFO] - Valid | Epoch 751 | 8/20 | 4.27 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.325
[2024-12-12 19:10:32,646][demucs.solver][INFO] - Valid | Epoch 751 | 9/20 | 4.42 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.351
[2024-12-12 19:10:32,873][demucs.solver][INFO] - Valid | Epoch 751 | 10/20 | 4.42 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 1.333
[2024-12-12 19:10:33,094][demucs.solver][INFO] - Valid | Epoch 751 | 11/20 | 4.43 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.330
[2024-12-12 19:10:33,273][demucs.solver][INFO] - Valid | Epoch 751 | 12/20 | 4.50 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.307
[2024-12-12 19:10:33,453][demucs.solver][INFO] - Valid | Epoch 751 | 13/20 | 4.56 it/sec | Loss 0.5576 | Reco 0.5576 | Nsdr 1.311
[2024-12-12 19:10:33,674][demucs.solver][INFO] - Valid | Epoch 751 | 14/20 | 4.56 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.320
[2024-12-12 19:10:33,895][demucs.solver][INFO] - Valid | Epoch 751 | 15/20 | 4.55 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.329
[2024-12-12 19:10:34,116][demucs.solver][INFO] - Valid | Epoch 751 | 16/20 | 4.55 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.334
[2024-12-12 19:10:34,316][demucs.solver][INFO] - Valid | Epoch 751 | 17/20 | 4.58 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.340
[2024-12-12 19:10:34,515][demucs.solver][INFO] - Valid | Epoch 751 | 18/20 | 4.60 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.299
[2024-12-12 19:10:34,734][demucs.solver][INFO] - Valid | Epoch 751 | 19/20 | 4.60 it/sec | Loss 0.5317 | Reco 0.5317 | Nsdr 1.315
[2024-12-12 19:10:35,136][demucs.solver][INFO] - Valid Summary | Epoch 751 | Loss=0.5317 | Reco=0.5317 | Nsdr=1.315 | Best=0.5289 | Bname=main
[2024-12-12 19:10:36,655][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:10:36,656][demucs.solver][INFO] - Training...
[2024-12-12 19:10:45,662][demucs.solver][INFO] - Train | Epoch 752 | 1/14 | 0.27 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.0970
[2024-12-12 19:10:46,842][demucs.solver][INFO] - Train | Epoch 752 | 2/14 | 0.35 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 1.4567
[2024-12-12 19:10:48,044][demucs.solver][INFO] - Train | Epoch 752 | 3/14 | 0.41 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.6505
[2024-12-12 19:10:48,857][demucs.solver][INFO] - Train | Epoch 752 | 4/14 | 0.47 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.5887
[2024-12-12 19:10:49,512][demucs.solver][INFO] - Train | Epoch 752 | 5/14 | 0.53 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.3577
[2024-12-12 19:10:50,166][demucs.solver][INFO] - Train | Epoch 752 | 6/14 | 0.59 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.6267
[2024-12-12 19:10:50,816][demucs.solver][INFO] - Train | Epoch 752 | 7/14 | 0.64 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 1.6851
[2024-12-12 19:10:51,465][demucs.solver][INFO] - Train | Epoch 752 | 8/14 | 0.68 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.5631
[2024-12-12 19:10:52,115][demucs.solver][INFO] - Train | Epoch 752 | 9/14 | 0.72 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.7582
[2024-12-12 19:10:52,767][demucs.solver][INFO] - Train | Epoch 752 | 10/14 | 0.76 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.9258
[2024-12-12 19:10:53,420][demucs.solver][INFO] - Train | Epoch 752 | 11/14 | 0.79 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 1.9053
[2024-12-12 19:10:54,068][demucs.solver][INFO] - Train | Epoch 752 | 12/14 | 0.82 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.9755
[2024-12-12 19:10:54,714][demucs.solver][INFO] - Train | Epoch 752 | 13/14 | 0.85 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 2.0577
[2024-12-12 19:10:55,046][demucs.solver][INFO] - Train Summary | Epoch 752 | Loss=0.2481 | Reco=0.2481 | Grad=2.0577
[2024-12-12 19:10:55,047][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:10:55,047][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:10:57,369][demucs.solver][INFO] - Valid | Epoch 752 | 1/20 | 2.78 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.286
[2024-12-12 19:10:57,971][demucs.solver][INFO] - Valid | Epoch 752 | 2/20 | 2.27 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.023
[2024-12-12 19:10:58,851][demucs.solver][INFO] - Valid | Epoch 752 | 3/20 | 1.82 it/sec | Loss 0.4943 | Reco 0.4943 | Nsdr 1.100
[2024-12-12 19:10:59,670][demucs.solver][INFO] - Valid | Epoch 752 | 4/20 | 1.66 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.150
[2024-12-12 19:11:00,483][demucs.solver][INFO] - Valid | Epoch 752 | 5/20 | 1.57 it/sec | Loss 0.5309 | Reco 0.5309 | Nsdr 1.157
[2024-12-12 19:11:01,396][demucs.solver][INFO] - Valid | Epoch 752 | 6/20 | 1.47 it/sec | Loss 0.5147 | Reco 0.5147 | Nsdr 1.179
[2024-12-12 19:11:02,263][demucs.solver][INFO] - Valid | Epoch 752 | 7/20 | 1.42 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.199
[2024-12-12 19:11:02,748][demucs.solver][INFO] - Valid | Epoch 752 | 8/20 | 1.48 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.204
[2024-12-12 19:11:03,162][demucs.solver][INFO] - Valid | Epoch 752 | 9/20 | 1.54 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.229
[2024-12-12 19:11:03,361][demucs.solver][INFO] - Valid | Epoch 752 | 10/20 | 1.64 it/sec | Loss 0.5421 | Reco 0.5421 | Nsdr 1.211
[2024-12-12 19:11:03,762][demucs.solver][INFO] - Valid | Epoch 752 | 11/20 | 1.69 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.210
[2024-12-12 19:11:04,267][demucs.solver][INFO] - Valid | Epoch 752 | 12/20 | 1.71 it/sec | Loss 0.5587 | Reco 0.5587 | Nsdr 1.191
[2024-12-12 19:11:04,635][demucs.solver][INFO] - Valid | Epoch 752 | 13/20 | 1.75 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.195
[2024-12-12 19:11:05,133][demucs.solver][INFO] - Valid | Epoch 752 | 14/20 | 1.77 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.204
[2024-12-12 19:11:05,471][demucs.solver][INFO] - Valid | Epoch 752 | 15/20 | 1.81 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.212
[2024-12-12 19:11:05,919][demucs.solver][INFO] - Valid | Epoch 752 | 16/20 | 1.83 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.220
[2024-12-12 19:11:06,219][demucs.solver][INFO] - Valid | Epoch 752 | 17/20 | 1.88 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.223
[2024-12-12 19:11:06,508][demucs.solver][INFO] - Valid | Epoch 752 | 18/20 | 1.93 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.186
[2024-12-12 19:11:06,723][demucs.solver][INFO] - Valid | Epoch 752 | 19/20 | 1.99 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.199
[2024-12-12 19:11:07,122][demucs.solver][INFO] - Valid Summary | Epoch 752 | Loss=0.5402 | Reco=0.5402 | Nsdr=1.199 | Best=0.5289 | Bname=main
[2024-12-12 19:11:08,532][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:11:08,533][demucs.solver][INFO] - Training...
[2024-12-12 19:11:16,029][demucs.solver][INFO] - Train | Epoch 753 | 1/14 | 0.34 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.2410
[2024-12-12 19:11:18,083][demucs.solver][INFO] - Train | Epoch 753 | 2/14 | 0.38 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.5223
[2024-12-12 19:11:18,746][demucs.solver][INFO] - Train | Epoch 753 | 3/14 | 0.47 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 2.6483
[2024-12-12 19:11:19,403][demucs.solver][INFO] - Train | Epoch 753 | 4/14 | 0.54 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.2125
[2024-12-12 19:11:20,062][demucs.solver][INFO] - Train | Epoch 753 | 5/14 | 0.61 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 2.5255
[2024-12-12 19:11:20,719][demucs.solver][INFO] - Train | Epoch 753 | 6/14 | 0.66 it/sec | Loss 0.2373 | Reco 0.2373 | Grad 2.3921
[2024-12-12 19:11:21,382][demucs.solver][INFO] - Train | Epoch 753 | 7/14 | 0.71 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.4017
[2024-12-12 19:11:22,044][demucs.solver][INFO] - Train | Epoch 753 | 8/14 | 0.76 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 2.6327
[2024-12-12 19:11:22,694][demucs.solver][INFO] - Train | Epoch 753 | 9/14 | 0.80 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.8637
[2024-12-12 19:11:23,344][demucs.solver][INFO] - Train | Epoch 753 | 10/14 | 0.83 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.6616
[2024-12-12 19:11:23,991][demucs.solver][INFO] - Train | Epoch 753 | 11/14 | 0.87 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.6132
[2024-12-12 19:11:24,642][demucs.solver][INFO] - Train | Epoch 753 | 12/14 | 0.90 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 2.7016
[2024-12-12 19:11:25,296][demucs.solver][INFO] - Train | Epoch 753 | 13/14 | 0.92 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 2.7948
[2024-12-12 19:11:25,644][demucs.solver][INFO] - Train Summary | Epoch 753 | Loss=0.2480 | Reco=0.2480 | Grad=2.7948
[2024-12-12 19:11:25,644][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:11:25,645][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:11:28,670][demucs.solver][INFO] - Valid | Epoch 753 | 1/20 | 1.58 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.300
[2024-12-12 19:11:28,986][demucs.solver][INFO] - Valid | Epoch 753 | 2/20 | 1.90 it/sec | Loss 0.4487 | Reco 0.4487 | Nsdr 1.024
[2024-12-12 19:11:29,559][demucs.solver][INFO] - Valid | Epoch 753 | 3/20 | 1.86 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.125
[2024-12-12 19:11:30,016][demucs.solver][INFO] - Valid | Epoch 753 | 4/20 | 1.92 it/sec | Loss 0.5082 | Reco 0.5082 | Nsdr 1.182
[2024-12-12 19:11:30,468][demucs.solver][INFO] - Valid | Epoch 753 | 5/20 | 1.96 it/sec | Loss 0.5276 | Reco 0.5276 | Nsdr 1.192
[2024-12-12 19:11:30,952][demucs.solver][INFO] - Valid | Epoch 753 | 6/20 | 1.97 it/sec | Loss 0.5116 | Reco 0.5116 | Nsdr 1.214
[2024-12-12 19:11:31,464][demucs.solver][INFO] - Valid | Epoch 753 | 7/20 | 1.97 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.241
[2024-12-12 19:11:31,879][demucs.solver][INFO] - Valid | Epoch 753 | 8/20 | 2.01 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.246
[2024-12-12 19:11:32,133][demucs.solver][INFO] - Valid | Epoch 753 | 9/20 | 2.12 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.274
[2024-12-12 19:11:32,552][demucs.solver][INFO] - Valid | Epoch 753 | 10/20 | 2.14 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.254
[2024-12-12 19:11:32,883][demucs.solver][INFO] - Valid | Epoch 753 | 11/20 | 2.19 it/sec | Loss 0.5459 | Reco 0.5459 | Nsdr 1.253
[2024-12-12 19:11:33,097][demucs.solver][INFO] - Valid | Epoch 753 | 12/20 | 2.28 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.234
[2024-12-12 19:11:33,353][demucs.solver][INFO] - Valid | Epoch 753 | 13/20 | 2.35 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.238
[2024-12-12 19:11:33,591][demucs.solver][INFO] - Valid | Epoch 753 | 14/20 | 2.43 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.247
[2024-12-12 19:11:33,809][demucs.solver][INFO] - Valid | Epoch 753 | 15/20 | 2.50 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.256
[2024-12-12 19:11:34,063][demucs.solver][INFO] - Valid | Epoch 753 | 16/20 | 2.55 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.263
[2024-12-12 19:11:34,363][demucs.solver][INFO] - Valid | Epoch 753 | 17/20 | 2.59 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.265
[2024-12-12 19:11:34,653][demucs.solver][INFO] - Valid | Epoch 753 | 18/20 | 2.62 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.225
[2024-12-12 19:11:34,941][demucs.solver][INFO] - Valid | Epoch 753 | 19/20 | 2.65 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.241
[2024-12-12 19:11:35,340][demucs.solver][INFO] - Valid Summary | Epoch 753 | Loss=0.5368 | Reco=0.5368 | Nsdr=1.241 | Best=0.5289 | Bname=main
[2024-12-12 19:11:36,812][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:11:36,812][demucs.solver][INFO] - Training...
[2024-12-12 19:11:47,080][demucs.solver][INFO] - Train | Epoch 754 | 1/14 | 0.24 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.4664
[2024-12-12 19:11:47,745][demucs.solver][INFO] - Train | Epoch 754 | 2/14 | 0.33 it/sec | Loss 0.2354 | Reco 0.2354 | Grad 1.1106
[2024-12-12 19:11:48,410][demucs.solver][INFO] - Train | Epoch 754 | 3/14 | 0.41 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.4857
[2024-12-12 19:11:49,072][demucs.solver][INFO] - Train | Epoch 754 | 4/14 | 0.48 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.5908
[2024-12-12 19:11:49,733][demucs.solver][INFO] - Train | Epoch 754 | 5/14 | 0.54 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.8794
[2024-12-12 19:11:50,389][demucs.solver][INFO] - Train | Epoch 754 | 6/14 | 0.59 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.1682
[2024-12-12 19:11:51,038][demucs.solver][INFO] - Train | Epoch 754 | 7/14 | 0.64 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.0552
[2024-12-12 19:11:51,691][demucs.solver][INFO] - Train | Epoch 754 | 8/14 | 0.69 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 2.2037
[2024-12-12 19:11:52,341][demucs.solver][INFO] - Train | Epoch 754 | 9/14 | 0.73 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 2.2403
[2024-12-12 19:11:52,993][demucs.solver][INFO] - Train | Epoch 754 | 10/14 | 0.76 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.2918
[2024-12-12 19:11:53,647][demucs.solver][INFO] - Train | Epoch 754 | 11/14 | 0.80 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.2514
[2024-12-12 19:11:54,299][demucs.solver][INFO] - Train | Epoch 754 | 12/14 | 0.83 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.1990
[2024-12-12 19:11:54,946][demucs.solver][INFO] - Train | Epoch 754 | 13/14 | 0.86 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.2541
[2024-12-12 19:11:55,283][demucs.solver][INFO] - Train Summary | Epoch 754 | Loss=0.2447 | Reco=0.2447 | Grad=2.2541
[2024-12-12 19:11:55,284][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:11:55,284][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:11:58,905][demucs.solver][INFO] - Valid | Epoch 754 | 1/20 | 1.00 it/sec | Loss 0.5724 | Reco 0.5724 | Nsdr 1.294
[2024-12-12 19:11:59,740][demucs.solver][INFO] - Valid | Epoch 754 | 2/20 | 1.06 it/sec | Loss 0.4491 | Reco 0.4491 | Nsdr 1.024
[2024-12-12 19:12:00,215][demucs.solver][INFO] - Valid | Epoch 754 | 3/20 | 1.21 it/sec | Loss 0.4934 | Reco 0.4934 | Nsdr 1.113
[2024-12-12 19:12:00,814][demucs.solver][INFO] - Valid | Epoch 754 | 4/20 | 1.28 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.166
[2024-12-12 19:12:01,296][demucs.solver][INFO] - Valid | Epoch 754 | 5/20 | 1.37 it/sec | Loss 0.5297 | Reco 0.5297 | Nsdr 1.170
[2024-12-12 19:12:01,765][demucs.solver][INFO] - Valid | Epoch 754 | 6/20 | 1.44 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.193
[2024-12-12 19:12:02,125][demucs.solver][INFO] - Valid | Epoch 754 | 7/20 | 1.53 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.215
[2024-12-12 19:12:02,403][demucs.solver][INFO] - Valid | Epoch 754 | 8/20 | 1.64 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.217
[2024-12-12 19:12:02,717][demucs.solver][INFO] - Valid | Epoch 754 | 9/20 | 1.72 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.244
[2024-12-12 19:12:02,933][demucs.solver][INFO] - Valid | Epoch 754 | 10/20 | 1.82 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.227
[2024-12-12 19:12:03,213][demucs.solver][INFO] - Valid | Epoch 754 | 11/20 | 1.90 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.226
[2024-12-12 19:12:03,490][demucs.solver][INFO] - Valid | Epoch 754 | 12/20 | 1.97 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.208
[2024-12-12 19:12:03,692][demucs.solver][INFO] - Valid | Epoch 754 | 13/20 | 2.06 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.212
[2024-12-12 19:12:03,889][demucs.solver][INFO] - Valid | Epoch 754 | 14/20 | 2.15 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.221
[2024-12-12 19:12:04,112][demucs.solver][INFO] - Valid | Epoch 754 | 15/20 | 2.22 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.228
[2024-12-12 19:12:04,313][demucs.solver][INFO] - Valid | Epoch 754 | 16/20 | 2.29 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.236
[2024-12-12 19:12:04,511][demucs.solver][INFO] - Valid | Epoch 754 | 17/20 | 2.37 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.239
[2024-12-12 19:12:04,711][demucs.solver][INFO] - Valid | Epoch 754 | 18/20 | 2.43 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.201
[2024-12-12 19:12:04,910][demucs.solver][INFO] - Valid | Epoch 754 | 19/20 | 2.50 it/sec | Loss 0.5386 | Reco 0.5386 | Nsdr 1.216
[2024-12-12 19:12:05,321][demucs.solver][INFO] - Valid Summary | Epoch 754 | Loss=0.5386 | Reco=0.5386 | Nsdr=1.216 | Best=0.5289 | Bname=main
[2024-12-12 19:12:06,827][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:12:06,828][demucs.solver][INFO] - Training...
[2024-12-12 19:12:18,275][demucs.solver][INFO] - Train | Epoch 755 | 1/14 | 0.21 it/sec | Loss 0.2203 | Reco 0.2203 | Grad 2.5444
[2024-12-12 19:12:18,939][demucs.solver][INFO] - Train | Epoch 755 | 2/14 | 0.29 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 2.9070
[2024-12-12 19:12:19,599][demucs.solver][INFO] - Train | Epoch 755 | 3/14 | 0.37 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 2.9688
[2024-12-12 19:12:20,262][demucs.solver][INFO] - Train | Epoch 755 | 4/14 | 0.43 it/sec | Loss 0.2332 | Reco 0.2332 | Grad 2.6824
[2024-12-12 19:12:20,927][demucs.solver][INFO] - Train | Epoch 755 | 5/14 | 0.49 it/sec | Loss 0.2291 | Reco 0.2291 | Grad 2.7764
[2024-12-12 19:12:21,587][demucs.solver][INFO] - Train | Epoch 755 | 6/14 | 0.54 it/sec | Loss 0.2330 | Reco 0.2330 | Grad 2.7813
[2024-12-12 19:12:22,248][demucs.solver][INFO] - Train | Epoch 755 | 7/14 | 0.59 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 2.7586
[2024-12-12 19:12:22,907][demucs.solver][INFO] - Train | Epoch 755 | 8/14 | 0.63 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 2.5213
[2024-12-12 19:12:23,560][demucs.solver][INFO] - Train | Epoch 755 | 9/14 | 0.67 it/sec | Loss 0.2351 | Reco 0.2351 | Grad 2.4796
[2024-12-12 19:12:24,214][demucs.solver][INFO] - Train | Epoch 755 | 10/14 | 0.71 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 2.5152
[2024-12-12 19:12:24,869][demucs.solver][INFO] - Train | Epoch 755 | 11/14 | 0.74 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.4627
[2024-12-12 19:12:25,525][demucs.solver][INFO] - Train | Epoch 755 | 12/14 | 0.77 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 2.3009
[2024-12-12 19:12:26,179][demucs.solver][INFO] - Train | Epoch 755 | 13/14 | 0.80 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.2126
[2024-12-12 19:12:26,532][demucs.solver][INFO] - Train Summary | Epoch 755 | Loss=0.2384 | Reco=0.2384 | Grad=2.2126
[2024-12-12 19:12:26,532][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:12:26,532][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:12:28,931][demucs.solver][INFO] - Valid | Epoch 755 | 1/20 | 2.36 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.316
[2024-12-12 19:12:29,162][demucs.solver][INFO] - Valid | Epoch 755 | 2/20 | 2.79 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.036
[2024-12-12 19:12:29,356][demucs.solver][INFO] - Valid | Epoch 755 | 3/20 | 3.15 it/sec | Loss 0.4911 | Reco 0.4911 | Nsdr 1.137
[2024-12-12 19:12:29,591][demucs.solver][INFO] - Valid | Epoch 755 | 4/20 | 3.32 it/sec | Loss 0.5071 | Reco 0.5071 | Nsdr 1.193
[2024-12-12 19:12:29,839][demucs.solver][INFO] - Valid | Epoch 755 | 5/20 | 3.42 it/sec | Loss 0.5270 | Reco 0.5270 | Nsdr 1.195
[2024-12-12 19:12:30,066][demucs.solver][INFO] - Valid | Epoch 755 | 6/20 | 3.53 it/sec | Loss 0.5108 | Reco 0.5108 | Nsdr 1.220
[2024-12-12 19:12:30,246][demucs.solver][INFO] - Valid | Epoch 755 | 7/20 | 3.70 it/sec | Loss 0.5311 | Reco 0.5311 | Nsdr 1.249
[2024-12-12 19:12:30,449][demucs.solver][INFO] - Valid | Epoch 755 | 8/20 | 3.81 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.255
[2024-12-12 19:12:30,654][demucs.solver][INFO] - Valid | Epoch 755 | 9/20 | 3.89 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.283
[2024-12-12 19:12:30,807][demucs.solver][INFO] - Valid | Epoch 755 | 10/20 | 4.04 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.265
[2024-12-12 19:12:31,011][demucs.solver][INFO] - Valid | Epoch 755 | 11/20 | 4.10 it/sec | Loss 0.5451 | Reco 0.5451 | Nsdr 1.263
[2024-12-12 19:12:31,211][demucs.solver][INFO] - Valid | Epoch 755 | 12/20 | 4.16 it/sec | Loss 0.5541 | Reco 0.5541 | Nsdr 1.244
[2024-12-12 19:12:31,440][demucs.solver][INFO] - Valid | Epoch 755 | 13/20 | 4.17 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.250
[2024-12-12 19:12:31,641][demucs.solver][INFO] - Valid | Epoch 755 | 14/20 | 4.22 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.259
[2024-12-12 19:12:31,841][demucs.solver][INFO] - Valid | Epoch 755 | 15/20 | 4.26 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.268
[2024-12-12 19:12:31,995][demucs.solver][INFO] - Valid | Epoch 755 | 16/20 | 4.35 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.275
[2024-12-12 19:12:32,217][demucs.solver][INFO] - Valid | Epoch 755 | 17/20 | 4.36 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.276
[2024-12-12 19:12:32,415][demucs.solver][INFO] - Valid | Epoch 755 | 18/20 | 4.39 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.236
[2024-12-12 19:12:32,614][demucs.solver][INFO] - Valid | Epoch 755 | 19/20 | 4.42 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.252
[2024-12-12 19:12:32,991][demucs.solver][INFO] - Valid Summary | Epoch 755 | Loss=0.5358 | Reco=0.5358 | Nsdr=1.252 | Best=0.5289 | Bname=main
[2024-12-12 19:12:34,472][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:12:34,472][demucs.solver][INFO] - Training...
[2024-12-12 19:12:44,374][demucs.solver][INFO] - Train | Epoch 756 | 1/14 | 0.24 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.1711
[2024-12-12 19:12:45,100][demucs.solver][INFO] - Train | Epoch 756 | 2/14 | 0.33 it/sec | Loss 0.2222 | Reco 0.2222 | Grad 0.9392
[2024-12-12 19:12:45,830][demucs.solver][INFO] - Train | Epoch 756 | 3/14 | 0.41 it/sec | Loss 0.2302 | Reco 0.2302 | Grad 1.2136
[2024-12-12 19:12:46,548][demucs.solver][INFO] - Train | Epoch 756 | 4/14 | 0.48 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.4528
[2024-12-12 19:12:47,237][demucs.solver][INFO] - Train | Epoch 756 | 5/14 | 0.54 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 1.4241
[2024-12-12 19:12:47,921][demucs.solver][INFO] - Train | Epoch 756 | 6/14 | 0.59 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.6757
[2024-12-12 19:12:48,636][demucs.solver][INFO] - Train | Epoch 756 | 7/14 | 0.64 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 1.6042
[2024-12-12 19:12:49,304][demucs.solver][INFO] - Train | Epoch 756 | 8/14 | 0.68 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.6881
[2024-12-12 19:12:49,966][demucs.solver][INFO] - Train | Epoch 756 | 9/14 | 0.72 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.6073
[2024-12-12 19:12:52,104][demucs.solver][INFO] - Train | Epoch 756 | 10/14 | 0.69 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.5179
[2024-12-12 19:12:52,756][demucs.solver][INFO] - Train | Epoch 756 | 11/14 | 0.72 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.6541
[2024-12-12 19:12:53,410][demucs.solver][INFO] - Train | Epoch 756 | 12/14 | 0.75 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 1.6508
[2024-12-12 19:12:54,063][demucs.solver][INFO] - Train | Epoch 756 | 13/14 | 0.78 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 1.7794
[2024-12-12 19:12:54,378][demucs.solver][INFO] - Train Summary | Epoch 756 | Loss=0.2353 | Reco=0.2353 | Grad=1.7794
[2024-12-12 19:12:54,379][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:12:54,379][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:12:56,647][demucs.solver][INFO] - Valid | Epoch 756 | 1/20 | 3.45 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.306
[2024-12-12 19:12:56,875][demucs.solver][INFO] - Valid | Epoch 756 | 2/20 | 3.71 it/sec | Loss 0.4493 | Reco 0.4493 | Nsdr 1.029
[2024-12-12 19:12:57,139][demucs.solver][INFO] - Valid | Epoch 756 | 3/20 | 3.73 it/sec | Loss 0.4932 | Reco 0.4932 | Nsdr 1.131
[2024-12-12 19:12:57,346][demucs.solver][INFO] - Valid | Epoch 756 | 4/20 | 3.91 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.187
[2024-12-12 19:12:57,583][demucs.solver][INFO] - Valid | Epoch 756 | 5/20 | 3.96 it/sec | Loss 0.5291 | Reco 0.5291 | Nsdr 1.190
[2024-12-12 19:12:57,784][demucs.solver][INFO] - Valid | Epoch 756 | 6/20 | 4.08 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.213
[2024-12-12 19:12:57,985][demucs.solver][INFO] - Valid | Epoch 756 | 7/20 | 4.17 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.240
[2024-12-12 19:12:58,183][demucs.solver][INFO] - Valid | Epoch 756 | 8/20 | 4.25 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.243
[2024-12-12 19:12:58,386][demucs.solver][INFO] - Valid | Epoch 756 | 9/20 | 4.31 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.271
[2024-12-12 19:12:58,589][demucs.solver][INFO] - Valid | Epoch 756 | 10/20 | 4.36 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.254
[2024-12-12 19:12:58,786][demucs.solver][INFO] - Valid | Epoch 756 | 11/20 | 4.41 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.252
[2024-12-12 19:12:59,013][demucs.solver][INFO] - Valid | Epoch 756 | 12/20 | 4.41 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.233
[2024-12-12 19:12:59,220][demucs.solver][INFO] - Valid | Epoch 756 | 13/20 | 4.44 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.236
[2024-12-12 19:12:59,379][demucs.solver][INFO] - Valid | Epoch 756 | 14/20 | 4.53 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.245
[2024-12-12 19:12:59,587][demucs.solver][INFO] - Valid | Epoch 756 | 15/20 | 4.55 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.253
[2024-12-12 19:12:59,812][demucs.solver][INFO] - Valid | Epoch 756 | 16/20 | 4.54 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.260
[2024-12-12 19:13:00,019][demucs.solver][INFO] - Valid | Epoch 756 | 17/20 | 4.56 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.263
[2024-12-12 19:13:00,217][demucs.solver][INFO] - Valid | Epoch 756 | 18/20 | 4.58 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.223
[2024-12-12 19:13:00,370][demucs.solver][INFO] - Valid | Epoch 756 | 19/20 | 4.65 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.239
[2024-12-12 19:13:00,797][demucs.solver][INFO] - Valid Summary | Epoch 756 | Loss=0.5377 | Reco=0.5377 | Nsdr=1.239 | Best=0.5289 | Bname=main
[2024-12-12 19:13:02,263][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:13:02,264][demucs.solver][INFO] - Training...
[2024-12-12 19:13:13,565][demucs.solver][INFO] - Train | Epoch 757 | 1/14 | 0.21 it/sec | Loss 0.2279 | Reco 0.2279 | Grad 1.2077
[2024-12-12 19:13:14,230][demucs.solver][INFO] - Train | Epoch 757 | 2/14 | 0.29 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.6269
[2024-12-12 19:13:14,893][demucs.solver][INFO] - Train | Epoch 757 | 3/14 | 0.36 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.5976
[2024-12-12 19:13:15,558][demucs.solver][INFO] - Train | Epoch 757 | 4/14 | 0.43 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 1.4216
[2024-12-12 19:13:16,228][demucs.solver][INFO] - Train | Epoch 757 | 5/14 | 0.49 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.4291
[2024-12-12 19:13:16,890][demucs.solver][INFO] - Train | Epoch 757 | 6/14 | 0.54 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.4790
[2024-12-12 19:13:17,540][demucs.solver][INFO] - Train | Epoch 757 | 7/14 | 0.59 it/sec | Loss 0.2480 | Reco 0.2480 | Grad 1.7888
[2024-12-12 19:13:18,189][demucs.solver][INFO] - Train | Epoch 757 | 8/14 | 0.63 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.7577
[2024-12-12 19:13:18,837][demucs.solver][INFO] - Train | Epoch 757 | 9/14 | 0.67 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.7796
[2024-12-12 19:13:19,488][demucs.solver][INFO] - Train | Epoch 757 | 10/14 | 0.71 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.9518
[2024-12-12 19:13:20,141][demucs.solver][INFO] - Train | Epoch 757 | 11/14 | 0.74 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 2.1429
[2024-12-12 19:13:20,795][demucs.solver][INFO] - Train | Epoch 757 | 12/14 | 0.77 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 2.0975
[2024-12-12 19:13:21,447][demucs.solver][INFO] - Train | Epoch 757 | 13/14 | 0.80 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.0524
[2024-12-12 19:13:21,816][demucs.solver][INFO] - Train Summary | Epoch 757 | Loss=0.2422 | Reco=0.2422 | Grad=2.0524
[2024-12-12 19:13:21,816][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:13:21,816][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:13:25,343][demucs.solver][INFO] - Valid | Epoch 757 | 1/20 | 1.15 it/sec | Loss 0.5706 | Reco 0.5706 | Nsdr 1.336
[2024-12-12 19:13:25,504][demucs.solver][INFO] - Valid | Epoch 757 | 2/20 | 1.58 it/sec | Loss 0.4477 | Reco 0.4477 | Nsdr 1.063
[2024-12-12 19:13:25,793][demucs.solver][INFO] - Valid | Epoch 757 | 3/20 | 1.83 it/sec | Loss 0.4922 | Reco 0.4922 | Nsdr 1.145
[2024-12-12 19:13:25,975][demucs.solver][INFO] - Valid | Epoch 757 | 4/20 | 2.11 it/sec | Loss 0.5086 | Reco 0.5086 | Nsdr 1.197
[2024-12-12 19:13:26,155][demucs.solver][INFO] - Valid | Epoch 757 | 5/20 | 2.36 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 1.196
[2024-12-12 19:13:26,386][demucs.solver][INFO] - Valid | Epoch 757 | 6/20 | 2.52 it/sec | Loss 0.5124 | Reco 0.5124 | Nsdr 1.217
[2024-12-12 19:13:26,592][demucs.solver][INFO] - Valid | Epoch 757 | 7/20 | 2.68 it/sec | Loss 0.5332 | Reco 0.5332 | Nsdr 1.240
[2024-12-12 19:13:26,794][demucs.solver][INFO] - Valid | Epoch 757 | 8/20 | 2.82 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.239
[2024-12-12 19:13:26,998][demucs.solver][INFO] - Valid | Epoch 757 | 9/20 | 2.95 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.265
[2024-12-12 19:13:27,196][demucs.solver][INFO] - Valid | Epoch 757 | 10/20 | 3.07 it/sec | Loss 0.5398 | Reco 0.5398 | Nsdr 1.248
[2024-12-12 19:13:27,422][demucs.solver][INFO] - Valid | Epoch 757 | 11/20 | 3.15 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.248
[2024-12-12 19:13:27,629][demucs.solver][INFO] - Valid | Epoch 757 | 12/20 | 3.23 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.228
[2024-12-12 19:13:27,829][demucs.solver][INFO] - Valid | Epoch 757 | 13/20 | 3.32 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.231
[2024-12-12 19:13:28,054][demucs.solver][INFO] - Valid | Epoch 757 | 14/20 | 3.37 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.240
[2024-12-12 19:13:28,276][demucs.solver][INFO] - Valid | Epoch 757 | 15/20 | 3.43 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.248
[2024-12-12 19:13:28,498][demucs.solver][INFO] - Valid | Epoch 757 | 16/20 | 3.48 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.255
[2024-12-12 19:13:28,718][demucs.solver][INFO] - Valid | Epoch 757 | 17/20 | 3.52 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.261
[2024-12-12 19:13:28,918][demucs.solver][INFO] - Valid | Epoch 757 | 18/20 | 3.58 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.224
[2024-12-12 19:13:29,118][demucs.solver][INFO] - Valid | Epoch 757 | 19/20 | 3.63 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.239
[2024-12-12 19:13:29,541][demucs.solver][INFO] - Valid Summary | Epoch 757 | Loss=0.5377 | Reco=0.5377 | Nsdr=1.239 | Best=0.5289 | Bname=main
[2024-12-12 19:13:30,883][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:13:30,883][demucs.solver][INFO] - Training...
[2024-12-12 19:13:39,535][demucs.solver][INFO] - Train | Epoch 758 | 1/14 | 0.29 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.0302
[2024-12-12 19:13:40,273][demucs.solver][INFO] - Train | Epoch 758 | 2/14 | 0.39 it/sec | Loss 0.2597 | Reco 0.2597 | Grad 1.9711
[2024-12-12 19:13:41,017][demucs.solver][INFO] - Train | Epoch 758 | 3/14 | 0.48 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 1.7673
[2024-12-12 19:13:41,712][demucs.solver][INFO] - Train | Epoch 758 | 4/14 | 0.55 it/sec | Loss 0.2578 | Reco 0.2578 | Grad 1.8938
[2024-12-12 19:13:42,381][demucs.solver][INFO] - Train | Epoch 758 | 5/14 | 0.62 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 2.0965
[2024-12-12 19:13:43,067][demucs.solver][INFO] - Train | Epoch 758 | 6/14 | 0.67 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 1.9024
[2024-12-12 19:13:43,741][demucs.solver][INFO] - Train | Epoch 758 | 7/14 | 0.72 it/sec | Loss 0.2561 | Reco 0.2561 | Grad 2.2297
[2024-12-12 19:13:44,418][demucs.solver][INFO] - Train | Epoch 758 | 8/14 | 0.77 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 2.0692
[2024-12-12 19:13:45,352][demucs.solver][INFO] - Train | Epoch 758 | 9/14 | 0.79 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 1.9185
[2024-12-12 19:13:46,050][demucs.solver][INFO] - Train | Epoch 758 | 10/14 | 0.82 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 2.0948
[2024-12-12 19:13:46,739][demucs.solver][INFO] - Train | Epoch 758 | 11/14 | 0.85 it/sec | Loss 0.2497 | Reco 0.2497 | Grad 2.0143
[2024-12-12 19:13:47,399][demucs.solver][INFO] - Train | Epoch 758 | 12/14 | 0.88 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 1.8781
[2024-12-12 19:13:48,068][demucs.solver][INFO] - Train | Epoch 758 | 13/14 | 0.91 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 1.9366
[2024-12-12 19:13:48,430][demucs.solver][INFO] - Train Summary | Epoch 758 | Loss=0.2514 | Reco=0.2514 | Grad=1.9366
[2024-12-12 19:13:48,430][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:13:48,430][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:13:51,128][demucs.solver][INFO] - Valid | Epoch 758 | 1/20 | 1.89 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.295
[2024-12-12 19:13:51,578][demucs.solver][INFO] - Valid | Epoch 758 | 2/20 | 1.99 it/sec | Loss 0.4501 | Reco 0.4501 | Nsdr 1.029
[2024-12-12 19:13:51,977][demucs.solver][INFO] - Valid | Epoch 758 | 3/20 | 2.10 it/sec | Loss 0.4950 | Reco 0.4950 | Nsdr 1.110
[2024-12-12 19:13:52,209][demucs.solver][INFO] - Valid | Epoch 758 | 4/20 | 2.34 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.157
[2024-12-12 19:13:52,431][demucs.solver][INFO] - Valid | Epoch 758 | 5/20 | 2.54 it/sec | Loss 0.5318 | Reco 0.5318 | Nsdr 1.154
[2024-12-12 19:13:52,660][demucs.solver][INFO] - Valid | Epoch 758 | 6/20 | 2.70 it/sec | Loss 0.5155 | Reco 0.5155 | Nsdr 1.176
[2024-12-12 19:13:52,840][demucs.solver][INFO] - Valid | Epoch 758 | 7/20 | 2.89 it/sec | Loss 0.5364 | Reco 0.5364 | Nsdr 1.199
[2024-12-12 19:13:53,040][demucs.solver][INFO] - Valid | Epoch 758 | 8/20 | 3.03 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.199
[2024-12-12 19:13:53,240][demucs.solver][INFO] - Valid | Epoch 758 | 9/20 | 3.15 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.224
[2024-12-12 19:13:53,460][demucs.solver][INFO] - Valid | Epoch 758 | 10/20 | 3.24 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.209
[2024-12-12 19:13:53,687][demucs.solver][INFO] - Valid | Epoch 758 | 11/20 | 3.32 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.209
[2024-12-12 19:13:53,908][demucs.solver][INFO] - Valid | Epoch 758 | 12/20 | 3.39 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.190
[2024-12-12 19:13:54,130][demucs.solver][INFO] - Valid | Epoch 758 | 13/20 | 3.45 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.193
[2024-12-12 19:13:54,331][demucs.solver][INFO] - Valid | Epoch 758 | 14/20 | 3.52 it/sec | Loss 0.5645 | Reco 0.5645 | Nsdr 1.202
[2024-12-12 19:13:54,487][demucs.solver][INFO] - Valid | Epoch 758 | 15/20 | 3.62 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.210
[2024-12-12 19:13:54,714][demucs.solver][INFO] - Valid | Epoch 758 | 16/20 | 3.66 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.218
[2024-12-12 19:13:54,916][demucs.solver][INFO] - Valid | Epoch 758 | 17/20 | 3.71 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.223
[2024-12-12 19:13:55,094][demucs.solver][INFO] - Valid | Epoch 758 | 18/20 | 3.78 it/sec | Loss 0.5425 | Reco 0.5425 | Nsdr 1.187
[2024-12-12 19:13:55,318][demucs.solver][INFO] - Valid | Epoch 758 | 19/20 | 3.81 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.201
[2024-12-12 19:13:55,756][demucs.solver][INFO] - Valid Summary | Epoch 758 | Loss=0.5408 | Reco=0.5408 | Nsdr=1.201 | Best=0.5289 | Bname=main
[2024-12-12 19:13:57,164][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:13:57,165][demucs.solver][INFO] - Training...
[2024-12-12 19:14:04,166][demucs.solver][INFO] - Train | Epoch 759 | 1/14 | 0.37 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 2.0239
[2024-12-12 19:14:04,844][demucs.solver][INFO] - Train | Epoch 759 | 2/14 | 0.50 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 1.5364
[2024-12-12 19:14:05,520][demucs.solver][INFO] - Train | Epoch 759 | 3/14 | 0.59 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.4266
[2024-12-12 19:14:06,185][demucs.solver][INFO] - Train | Epoch 759 | 4/14 | 0.68 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.2418
[2024-12-12 19:14:06,849][demucs.solver][INFO] - Train | Epoch 759 | 5/14 | 0.74 it/sec | Loss 0.2298 | Reco 0.2298 | Grad 1.2429
[2024-12-12 19:14:07,513][demucs.solver][INFO] - Train | Epoch 759 | 6/14 | 0.80 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 1.7184
[2024-12-12 19:14:08,178][demucs.solver][INFO] - Train | Epoch 759 | 7/14 | 0.85 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.5522
[2024-12-12 19:14:08,840][demucs.solver][INFO] - Train | Epoch 759 | 8/14 | 0.90 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.4701
[2024-12-12 19:14:09,498][demucs.solver][INFO] - Train | Epoch 759 | 9/14 | 0.93 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.4789
[2024-12-12 19:14:10,158][demucs.solver][INFO] - Train | Epoch 759 | 10/14 | 0.97 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.4364
[2024-12-12 19:14:10,813][demucs.solver][INFO] - Train | Epoch 759 | 11/14 | 1.00 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 1.5444
[2024-12-12 19:14:11,472][demucs.solver][INFO] - Train | Epoch 759 | 12/14 | 1.02 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.4928
[2024-12-12 19:14:12,130][demucs.solver][INFO] - Train | Epoch 759 | 13/14 | 1.05 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 1.5271
[2024-12-12 19:14:12,495][demucs.solver][INFO] - Train Summary | Epoch 759 | Loss=0.2482 | Reco=0.2482 | Grad=1.5271
[2024-12-12 19:14:12,495][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:14:12,495][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:14:14,722][demucs.solver][INFO] - Valid | Epoch 759 | 1/20 | 3.12 it/sec | Loss 0.5747 | Reco 0.5747 | Nsdr 1.273
[2024-12-12 19:14:14,996][demucs.solver][INFO] - Valid | Epoch 759 | 2/20 | 3.28 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.014
[2024-12-12 19:14:15,233][demucs.solver][INFO] - Valid | Epoch 759 | 3/20 | 3.47 it/sec | Loss 0.4952 | Reco 0.4952 | Nsdr 1.099
[2024-12-12 19:14:15,418][demucs.solver][INFO] - Valid | Epoch 759 | 4/20 | 3.74 it/sec | Loss 0.5118 | Reco 0.5118 | Nsdr 1.149
[2024-12-12 19:14:15,645][demucs.solver][INFO] - Valid | Epoch 759 | 5/20 | 3.84 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.147
[2024-12-12 19:14:15,873][demucs.solver][INFO] - Valid | Epoch 759 | 6/20 | 3.91 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.167
[2024-12-12 19:14:16,076][demucs.solver][INFO] - Valid | Epoch 759 | 7/20 | 4.01 it/sec | Loss 0.5368 | Reco 0.5368 | Nsdr 1.188
[2024-12-12 19:14:16,257][demucs.solver][INFO] - Valid | Epoch 759 | 8/20 | 4.14 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.190
[2024-12-12 19:14:16,487][demucs.solver][INFO] - Valid | Epoch 759 | 9/20 | 4.16 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.215
[2024-12-12 19:14:16,668][demucs.solver][INFO] - Valid | Epoch 759 | 10/20 | 4.25 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.201
[2024-12-12 19:14:16,867][demucs.solver][INFO] - Valid | Epoch 759 | 11/20 | 4.31 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.200
[2024-12-12 19:14:17,071][demucs.solver][INFO] - Valid | Epoch 759 | 12/20 | 4.35 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.182
[2024-12-12 19:14:17,249][demucs.solver][INFO] - Valid | Epoch 759 | 13/20 | 4.42 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.184
[2024-12-12 19:14:17,449][demucs.solver][INFO] - Valid | Epoch 759 | 14/20 | 4.45 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.193
[2024-12-12 19:14:17,672][demucs.solver][INFO] - Valid | Epoch 759 | 15/20 | 4.46 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.202
[2024-12-12 19:14:17,848][demucs.solver][INFO] - Valid | Epoch 759 | 16/20 | 4.51 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.209
[2024-12-12 19:14:18,001][demucs.solver][INFO] - Valid | Epoch 759 | 17/20 | 4.59 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.213
[2024-12-12 19:14:18,224][demucs.solver][INFO] - Valid | Epoch 759 | 18/20 | 4.59 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.177
[2024-12-12 19:14:18,401][demucs.solver][INFO] - Valid | Epoch 759 | 19/20 | 4.63 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.191
[2024-12-12 19:14:18,831][demucs.solver][INFO] - Valid Summary | Epoch 759 | Loss=0.5412 | Reco=0.5412 | Nsdr=1.191 | Best=0.5289 | Bname=main
[2024-12-12 19:14:20,366][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:14:20,366][demucs.solver][INFO] - Training...
[2024-12-12 19:14:29,329][demucs.solver][INFO] - Train | Epoch 760 | 1/14 | 0.28 it/sec | Loss 0.2198 | Reco 0.2198 | Grad 1.5935
[2024-12-12 19:14:29,999][demucs.solver][INFO] - Train | Epoch 760 | 2/14 | 0.38 it/sec | Loss 0.2172 | Reco 0.2172 | Grad 1.2770
[2024-12-12 19:14:31,473][demucs.solver][INFO] - Train | Epoch 760 | 3/14 | 0.43 it/sec | Loss 0.2187 | Reco 0.2187 | Grad 1.2512
[2024-12-12 19:14:32,140][demucs.solver][INFO] - Train | Epoch 760 | 4/14 | 0.50 it/sec | Loss 0.2163 | Reco 0.2163 | Grad 1.2864
[2024-12-12 19:14:32,808][demucs.solver][INFO] - Train | Epoch 760 | 5/14 | 0.56 it/sec | Loss 0.2261 | Reco 0.2261 | Grad 1.2801
[2024-12-12 19:14:33,474][demucs.solver][INFO] - Train | Epoch 760 | 6/14 | 0.62 it/sec | Loss 0.2332 | Reco 0.2332 | Grad 1.2287
[2024-12-12 19:14:34,139][demucs.solver][INFO] - Train | Epoch 760 | 7/14 | 0.67 it/sec | Loss 0.2323 | Reco 0.2323 | Grad 1.3540
[2024-12-12 19:14:34,805][demucs.solver][INFO] - Train | Epoch 760 | 8/14 | 0.71 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 1.2325
[2024-12-12 19:14:35,465][demucs.solver][INFO] - Train | Epoch 760 | 9/14 | 0.75 it/sec | Loss 0.2334 | Reco 0.2334 | Grad 1.3652
[2024-12-12 19:14:36,129][demucs.solver][INFO] - Train | Epoch 760 | 10/14 | 0.79 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 1.4490
[2024-12-12 19:14:36,790][demucs.solver][INFO] - Train | Epoch 760 | 11/14 | 0.82 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 1.5459
[2024-12-12 19:14:37,453][demucs.solver][INFO] - Train | Epoch 760 | 12/14 | 0.85 it/sec | Loss 0.2396 | Reco 0.2396 | Grad 1.7470
[2024-12-12 19:14:38,114][demucs.solver][INFO] - Train | Epoch 760 | 13/14 | 0.88 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.8156
[2024-12-12 19:14:38,454][demucs.solver][INFO] - Train Summary | Epoch 760 | Loss=0.2392 | Reco=0.2392 | Grad=1.8156
[2024-12-12 19:14:38,455][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:14:38,455][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:14:41,036][demucs.solver][INFO] - Valid | Epoch 760 | 1/20 | 2.18 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.285
[2024-12-12 19:14:41,345][demucs.solver][INFO] - Valid | Epoch 760 | 2/20 | 2.45 it/sec | Loss 0.4494 | Reco 0.4494 | Nsdr 1.017
[2024-12-12 19:14:41,637][demucs.solver][INFO] - Valid | Epoch 760 | 3/20 | 2.64 it/sec | Loss 0.4938 | Reco 0.4938 | Nsdr 1.099
[2024-12-12 19:14:41,866][demucs.solver][INFO] - Valid | Epoch 760 | 4/20 | 2.86 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.149
[2024-12-12 19:14:42,109][demucs.solver][INFO] - Valid | Epoch 760 | 5/20 | 3.01 it/sec | Loss 0.5306 | Reco 0.5306 | Nsdr 1.148
[2024-12-12 19:14:42,380][demucs.solver][INFO] - Valid | Epoch 760 | 6/20 | 3.10 it/sec | Loss 0.5146 | Reco 0.5146 | Nsdr 1.169
[2024-12-12 19:14:42,617][demucs.solver][INFO] - Valid | Epoch 760 | 7/20 | 3.20 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.193
[2024-12-12 19:14:42,840][demucs.solver][INFO] - Valid | Epoch 760 | 8/20 | 3.31 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.197
[2024-12-12 19:14:43,022][demucs.solver][INFO] - Valid | Epoch 760 | 9/20 | 3.45 it/sec | Loss 0.5496 | Reco 0.5496 | Nsdr 1.222
[2024-12-12 19:14:43,223][demucs.solver][INFO] - Valid | Epoch 760 | 10/20 | 3.54 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.206
[2024-12-12 19:14:43,426][demucs.solver][INFO] - Valid | Epoch 760 | 11/20 | 3.63 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.206
[2024-12-12 19:14:43,626][demucs.solver][INFO] - Valid | Epoch 760 | 12/20 | 3.71 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.186
[2024-12-12 19:14:43,803][demucs.solver][INFO] - Valid | Epoch 760 | 13/20 | 3.80 it/sec | Loss 0.5662 | Reco 0.5662 | Nsdr 1.191
[2024-12-12 19:14:44,004][demucs.solver][INFO] - Valid | Epoch 760 | 14/20 | 3.86 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.199
[2024-12-12 19:14:44,160][demucs.solver][INFO] - Valid | Epoch 760 | 15/20 | 3.96 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.207
[2024-12-12 19:14:44,358][demucs.solver][INFO] - Valid | Epoch 760 | 16/20 | 4.01 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.214
[2024-12-12 19:14:44,558][demucs.solver][INFO] - Valid | Epoch 760 | 17/20 | 4.06 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.218
[2024-12-12 19:14:44,758][demucs.solver][INFO] - Valid | Epoch 760 | 18/20 | 4.10 it/sec | Loss 0.5417 | Reco 0.5417 | Nsdr 1.181
[2024-12-12 19:14:44,957][demucs.solver][INFO] - Valid | Epoch 760 | 19/20 | 4.13 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.195
[2024-12-12 19:14:45,403][demucs.solver][INFO] - Valid Summary | Epoch 760 | Loss=0.5402 | Reco=0.5402 | Nsdr=1.195 | Best=0.5289 | Bname=main
[2024-12-12 19:14:45,404][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:14:45,404][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 19:14:59,877][demucs.evaluate][INFO] - Eval | 1/20 | 0.27 it/sec
[2024-12-12 19:15:03,503][demucs.evaluate][INFO] - Eval | 2/20 | 0.27 it/sec
[2024-12-12 19:15:07,272][demucs.evaluate][INFO] - Eval | 3/20 | 0.27 it/sec
[2024-12-12 19:15:11,035][demucs.evaluate][INFO] - Eval | 4/20 | 0.27 it/sec
[2024-12-12 19:15:14,665][demucs.evaluate][INFO] - Eval | 5/20 | 0.27 it/sec
[2024-12-12 19:15:18,283][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 19:15:21,858][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 19:15:25,473][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 19:15:29,250][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 19:15:32,840][demucs.evaluate][INFO] - Eval | 10/20 | 0.27 it/sec
[2024-12-12 19:15:36,629][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 19:15:40,385][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 19:15:43,989][demucs.evaluate][INFO] - Eval | 13/20 | 0.27 it/sec
[2024-12-12 19:15:47,644][demucs.evaluate][INFO] - Eval | 14/20 | 0.27 it/sec
[2024-12-12 19:15:51,277][demucs.evaluate][INFO] - Eval | 15/20 | 0.27 it/sec
[2024-12-12 19:15:54,893][demucs.evaluate][INFO] - Eval | 16/20 | 0.27 it/sec
[2024-12-12 19:15:58,499][demucs.evaluate][INFO] - Eval | 17/20 | 0.27 it/sec
[2024-12-12 19:16:02,066][demucs.evaluate][INFO] - Eval | 18/20 | 0.27 it/sec
[2024-12-12 19:16:05,661][demucs.evaluate][INFO] - Eval | 19/20 | 0.27 it/sec
[2024-12-12 19:16:05,682][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 100.62 it/sec
[2024-12-12 19:16:05,691][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 104.87 it/sec
[2024-12-12 19:16:05,700][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 104.31 it/sec
[2024-12-12 19:16:05,708][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 108.31 it/sec
[2024-12-12 19:16:05,719][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 105.33 it/sec
[2024-12-12 19:16:05,728][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 105.48 it/sec
[2024-12-12 19:16:05,737][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 106.99 it/sec
[2024-12-12 19:16:05,745][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 108.48 it/sec
[2024-12-12 19:16:05,755][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 107.68 it/sec
[2024-12-12 19:16:05,764][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 107.55 it/sec
[2024-12-12 19:16:05,773][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 108.15 it/sec
[2024-12-12 19:16:05,781][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 109.29 it/sec
[2024-12-12 19:16:05,791][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 108.88 it/sec
[2024-12-12 19:16:05,799][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 109.23 it/sec
[2024-12-12 19:16:05,810][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 107.98 it/sec
[2024-12-12 19:16:05,820][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 107.88 it/sec
[2024-12-12 19:16:05,829][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 107.84 it/sec
[2024-12-12 19:16:05,838][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 108.02 it/sec
[2024-12-12 19:16:05,848][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 107.58 it/sec
[2024-12-12 19:16:05,909][demucs.solver][INFO] - Test Summary | Epoch 760 | Nsdr=1.113 | Nsdr_drums=1.101 | Nsdr_bass=1.123 | Nsdr_other=1.107 | Nsdr_vocals=1.122
[2024-12-12 19:16:07,356][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:16:07,356][demucs.solver][INFO] - Training...
[2024-12-12 19:16:17,645][demucs.solver][INFO] - Train | Epoch 761 | 1/14 | 0.23 it/sec | Loss 0.2145 | Reco 0.2145 | Grad 1.0821
[2024-12-12 19:16:18,317][demucs.solver][INFO] - Train | Epoch 761 | 2/14 | 0.32 it/sec | Loss 0.2174 | Reco 0.2174 | Grad 1.8007
[2024-12-12 19:16:18,985][demucs.solver][INFO] - Train | Epoch 761 | 3/14 | 0.40 it/sec | Loss 0.2287 | Reco 0.2287 | Grad 2.7262
[2024-12-12 19:16:20,118][demucs.solver][INFO] - Train | Epoch 761 | 4/14 | 0.45 it/sec | Loss 0.2195 | Reco 0.2195 | Grad 2.3152
[2024-12-12 19:16:20,769][demucs.solver][INFO] - Train | Epoch 761 | 5/14 | 0.51 it/sec | Loss 0.2213 | Reco 0.2213 | Grad 2.1440
[2024-12-12 19:16:21,422][demucs.solver][INFO] - Train | Epoch 761 | 6/14 | 0.56 it/sec | Loss 0.2289 | Reco 0.2289 | Grad 2.5352
[2024-12-12 19:16:22,078][demucs.solver][INFO] - Train | Epoch 761 | 7/14 | 0.61 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 2.3094
[2024-12-12 19:16:22,732][demucs.solver][INFO] - Train | Epoch 761 | 8/14 | 0.65 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 2.1328
[2024-12-12 19:16:23,386][demucs.solver][INFO] - Train | Epoch 761 | 9/14 | 0.69 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 1.9967
[2024-12-12 19:16:24,037][demucs.solver][INFO] - Train | Epoch 761 | 10/14 | 0.73 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 1.8686
[2024-12-12 19:16:24,687][demucs.solver][INFO] - Train | Epoch 761 | 11/14 | 0.76 it/sec | Loss 0.2385 | Reco 0.2385 | Grad 1.9108
[2024-12-12 19:16:25,341][demucs.solver][INFO] - Train | Epoch 761 | 12/14 | 0.79 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 1.8956
[2024-12-12 19:16:25,992][demucs.solver][INFO] - Train | Epoch 761 | 13/14 | 0.82 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.9191
[2024-12-12 19:16:26,322][demucs.solver][INFO] - Train Summary | Epoch 761 | Loss=0.2413 | Reco=0.2413 | Grad=1.9191
[2024-12-12 19:16:26,323][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:16:26,323][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:16:28,697][demucs.solver][INFO] - Valid | Epoch 761 | 1/20 | 2.56 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.303
[2024-12-12 19:16:28,856][demucs.solver][INFO] - Valid | Epoch 761 | 2/20 | 3.19 it/sec | Loss 0.4483 | Reco 0.4483 | Nsdr 1.039
[2024-12-12 19:16:29,115][demucs.solver][INFO] - Valid | Epoch 761 | 3/20 | 3.34 it/sec | Loss 0.4928 | Reco 0.4928 | Nsdr 1.125
[2024-12-12 19:16:29,317][demucs.solver][INFO] - Valid | Epoch 761 | 4/20 | 3.57 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.173
[2024-12-12 19:16:29,521][demucs.solver][INFO] - Valid | Epoch 761 | 5/20 | 3.74 it/sec | Loss 0.5296 | Reco 0.5296 | Nsdr 1.171
[2024-12-12 19:16:29,701][demucs.solver][INFO] - Valid | Epoch 761 | 6/20 | 3.92 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.191
[2024-12-12 19:16:29,856][demucs.solver][INFO] - Valid | Epoch 761 | 7/20 | 4.12 it/sec | Loss 0.5344 | Reco 0.5344 | Nsdr 1.214
[2024-12-12 19:16:30,037][demucs.solver][INFO] - Valid | Epoch 761 | 8/20 | 4.24 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.217
[2024-12-12 19:16:30,243][demucs.solver][INFO] - Valid | Epoch 761 | 9/20 | 4.30 it/sec | Loss 0.5488 | Reco 0.5488 | Nsdr 1.240
[2024-12-12 19:16:30,446][demucs.solver][INFO] - Valid | Epoch 761 | 10/20 | 4.35 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.224
[2024-12-12 19:16:30,644][demucs.solver][INFO] - Valid | Epoch 761 | 11/20 | 4.40 it/sec | Loss 0.5487 | Reco 0.5487 | Nsdr 1.223
[2024-12-12 19:16:30,798][demucs.solver][INFO] - Valid | Epoch 761 | 12/20 | 4.51 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.202
[2024-12-12 19:16:30,976][demucs.solver][INFO] - Valid | Epoch 761 | 13/20 | 4.58 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.206
[2024-12-12 19:16:31,131][demucs.solver][INFO] - Valid | Epoch 761 | 14/20 | 4.67 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.214
[2024-12-12 19:16:31,356][demucs.solver][INFO] - Valid | Epoch 761 | 15/20 | 4.65 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.222
[2024-12-12 19:16:31,561][demucs.solver][INFO] - Valid | Epoch 761 | 16/20 | 4.66 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.229
[2024-12-12 19:16:31,761][demucs.solver][INFO] - Valid | Epoch 761 | 17/20 | 4.68 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.234
[2024-12-12 19:16:31,966][demucs.solver][INFO] - Valid | Epoch 761 | 18/20 | 4.69 it/sec | Loss 0.5410 | Reco 0.5410 | Nsdr 1.197
[2024-12-12 19:16:32,173][demucs.solver][INFO] - Valid | Epoch 761 | 19/20 | 4.70 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.211
[2024-12-12 19:16:32,671][demucs.solver][INFO] - Valid Summary | Epoch 761 | Loss=0.5396 | Reco=0.5396 | Nsdr=1.211 | Best=0.5289 | Bname=main
[2024-12-12 19:16:34,298][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:16:34,299][demucs.solver][INFO] - Training...
[2024-12-12 19:16:40,104][demucs.solver][INFO] - Train | Epoch 762 | 1/14 | 0.48 it/sec | Loss 0.2713 | Reco 0.2713 | Grad 2.8961
[2024-12-12 19:16:40,788][demucs.solver][INFO] - Train | Epoch 762 | 2/14 | 0.62 it/sec | Loss 0.2739 | Reco 0.2739 | Grad 2.6322
[2024-12-12 19:16:41,512][demucs.solver][INFO] - Train | Epoch 762 | 3/14 | 0.72 it/sec | Loss 0.2649 | Reco 0.2649 | Grad 2.8492
[2024-12-12 19:16:42,706][demucs.solver][INFO] - Train | Epoch 762 | 4/14 | 0.74 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 2.7395
[2024-12-12 19:16:43,370][demucs.solver][INFO] - Train | Epoch 762 | 5/14 | 0.81 it/sec | Loss 0.2625 | Reco 0.2625 | Grad 2.8707
[2024-12-12 19:16:44,035][demucs.solver][INFO] - Train | Epoch 762 | 6/14 | 0.86 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 3.1116
[2024-12-12 19:16:44,701][demucs.solver][INFO] - Train | Epoch 762 | 7/14 | 0.91 it/sec | Loss 0.2583 | Reco 0.2583 | Grad 2.9579
[2024-12-12 19:16:45,354][demucs.solver][INFO] - Train | Epoch 762 | 8/14 | 0.96 it/sec | Loss 0.2606 | Reco 0.2606 | Grad 2.7510
[2024-12-12 19:16:46,011][demucs.solver][INFO] - Train | Epoch 762 | 9/14 | 0.99 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 2.8600
[2024-12-12 19:16:46,665][demucs.solver][INFO] - Train | Epoch 762 | 10/14 | 1.03 it/sec | Loss 0.2595 | Reco 0.2595 | Grad 3.0161
[2024-12-12 19:16:47,320][demucs.solver][INFO] - Train | Epoch 762 | 11/14 | 1.05 it/sec | Loss 0.2567 | Reco 0.2567 | Grad 2.8207
[2024-12-12 19:16:47,974][demucs.solver][INFO] - Train | Epoch 762 | 12/14 | 1.08 it/sec | Loss 0.2548 | Reco 0.2548 | Grad 2.6777
[2024-12-12 19:16:48,627][demucs.solver][INFO] - Train | Epoch 762 | 13/14 | 1.10 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 2.6285
[2024-12-12 19:16:48,976][demucs.solver][INFO] - Train Summary | Epoch 762 | Loss=0.2513 | Reco=0.2513 | Grad=2.6285
[2024-12-12 19:16:48,977][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:16:48,977][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:16:51,264][demucs.solver][INFO] - Valid | Epoch 762 | 1/20 | 2.97 it/sec | Loss 0.5760 | Reco 0.5760 | Nsdr 1.259
[2024-12-12 19:16:51,516][demucs.solver][INFO] - Valid | Epoch 762 | 2/20 | 3.24 it/sec | Loss 0.4519 | Reco 0.4519 | Nsdr 0.994
[2024-12-12 19:16:51,733][demucs.solver][INFO] - Valid | Epoch 762 | 3/20 | 3.50 it/sec | Loss 0.4965 | Reco 0.4965 | Nsdr 1.085
[2024-12-12 19:16:51,938][demucs.solver][INFO] - Valid | Epoch 762 | 4/20 | 3.71 it/sec | Loss 0.5131 | Reco 0.5131 | Nsdr 1.132
[2024-12-12 19:16:52,139][demucs.solver][INFO] - Valid | Epoch 762 | 5/20 | 3.88 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.129
[2024-12-12 19:16:52,344][demucs.solver][INFO] - Valid | Epoch 762 | 6/20 | 3.99 it/sec | Loss 0.5172 | Reco 0.5172 | Nsdr 1.151
[2024-12-12 19:16:52,526][demucs.solver][INFO] - Valid | Epoch 762 | 7/20 | 4.13 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.176
[2024-12-12 19:16:52,751][demucs.solver][INFO] - Valid | Epoch 762 | 8/20 | 4.17 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.177
[2024-12-12 19:16:52,977][demucs.solver][INFO] - Valid | Epoch 762 | 9/20 | 4.19 it/sec | Loss 0.5523 | Reco 0.5523 | Nsdr 1.203
[2024-12-12 19:16:53,157][demucs.solver][INFO] - Valid | Epoch 762 | 10/20 | 4.29 it/sec | Loss 0.5444 | Reco 0.5444 | Nsdr 1.188
[2024-12-12 19:16:53,356][demucs.solver][INFO] - Valid | Epoch 762 | 11/20 | 4.34 it/sec | Loss 0.5520 | Reco 0.5520 | Nsdr 1.188
[2024-12-12 19:16:53,576][demucs.solver][INFO] - Valid | Epoch 762 | 12/20 | 4.35 it/sec | Loss 0.5610 | Reco 0.5610 | Nsdr 1.169
[2024-12-12 19:16:53,800][demucs.solver][INFO] - Valid | Epoch 762 | 13/20 | 4.36 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.174
[2024-12-12 19:16:53,998][demucs.solver][INFO] - Valid | Epoch 762 | 14/20 | 4.40 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.182
[2024-12-12 19:16:54,198][demucs.solver][INFO] - Valid | Epoch 762 | 15/20 | 4.44 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.190
[2024-12-12 19:16:54,399][demucs.solver][INFO] - Valid | Epoch 762 | 16/20 | 4.46 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.197
[2024-12-12 19:16:54,597][demucs.solver][INFO] - Valid | Epoch 762 | 17/20 | 4.49 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.202
[2024-12-12 19:16:54,821][demucs.solver][INFO] - Valid | Epoch 762 | 18/20 | 4.49 it/sec | Loss 0.5440 | Reco 0.5440 | Nsdr 1.165
[2024-12-12 19:16:54,999][demucs.solver][INFO] - Valid | Epoch 762 | 19/20 | 4.54 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.180
[2024-12-12 19:16:55,455][demucs.solver][INFO] - Valid Summary | Epoch 762 | Loss=0.5422 | Reco=0.5422 | Nsdr=1.180 | Best=0.5289 | Bname=main
[2024-12-12 19:16:56,854][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:16:56,854][demucs.solver][INFO] - Training...
[2024-12-12 19:17:04,025][demucs.solver][INFO] - Train | Epoch 763 | 1/14 | 0.37 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 2.3083
[2024-12-12 19:17:06,800][demucs.solver][INFO] - Train | Epoch 763 | 2/14 | 0.36 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 2.0315
[2024-12-12 19:17:07,534][demucs.solver][INFO] - Train | Epoch 763 | 3/14 | 0.45 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 2.1095
[2024-12-12 19:17:08,199][demucs.solver][INFO] - Train | Epoch 763 | 4/14 | 0.52 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.1508
[2024-12-12 19:17:08,918][demucs.solver][INFO] - Train | Epoch 763 | 5/14 | 0.58 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.1520
[2024-12-12 19:17:13,202][demucs.solver][INFO] - Train | Epoch 763 | 6/14 | 0.48 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.9371
[2024-12-12 19:17:13,862][demucs.solver][INFO] - Train | Epoch 763 | 7/14 | 0.52 it/sec | Loss 0.2318 | Reco 0.2318 | Grad 1.7198
[2024-12-12 19:17:14,523][demucs.solver][INFO] - Train | Epoch 763 | 8/14 | 0.56 it/sec | Loss 0.2310 | Reco 0.2310 | Grad 1.6312
[2024-12-12 19:17:15,178][demucs.solver][INFO] - Train | Epoch 763 | 9/14 | 0.60 it/sec | Loss 0.2330 | Reco 0.2330 | Grad 1.7365
[2024-12-12 19:17:15,830][demucs.solver][INFO] - Train | Epoch 763 | 10/14 | 0.64 it/sec | Loss 0.2301 | Reco 0.2301 | Grad 1.7150
[2024-12-12 19:17:16,483][demucs.solver][INFO] - Train | Epoch 763 | 11/14 | 0.67 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 1.7723
[2024-12-12 19:17:17,136][demucs.solver][INFO] - Train | Epoch 763 | 12/14 | 0.70 it/sec | Loss 0.2324 | Reco 0.2324 | Grad 1.8092
[2024-12-12 19:17:17,790][demucs.solver][INFO] - Train | Epoch 763 | 13/14 | 0.73 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 1.9949
[2024-12-12 19:17:18,168][demucs.solver][INFO] - Train Summary | Epoch 763 | Loss=0.2363 | Reco=0.2363 | Grad=1.9949
[2024-12-12 19:17:18,169][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:17:18,169][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:17:20,675][demucs.solver][INFO] - Valid | Epoch 763 | 1/20 | 2.34 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.300
[2024-12-12 19:17:20,934][demucs.solver][INFO] - Valid | Epoch 763 | 2/20 | 2.69 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.027
[2024-12-12 19:17:21,180][demucs.solver][INFO] - Valid | Epoch 763 | 3/20 | 2.94 it/sec | Loss 0.4927 | Reco 0.4927 | Nsdr 1.119
[2024-12-12 19:17:21,384][demucs.solver][INFO] - Valid | Epoch 763 | 4/20 | 3.20 it/sec | Loss 0.5089 | Reco 0.5089 | Nsdr 1.175
[2024-12-12 19:17:21,620][demucs.solver][INFO] - Valid | Epoch 763 | 5/20 | 3.33 it/sec | Loss 0.5289 | Reco 0.5289 | Nsdr 1.176
[2024-12-12 19:17:21,823][demucs.solver][INFO] - Valid | Epoch 763 | 6/20 | 3.49 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.198
[2024-12-12 19:17:22,022][demucs.solver][INFO] - Valid | Epoch 763 | 7/20 | 3.63 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.224
[2024-12-12 19:17:22,249][demucs.solver][INFO] - Valid | Epoch 763 | 8/20 | 3.70 it/sec | Loss 0.5494 | Reco 0.5494 | Nsdr 1.231
[2024-12-12 19:17:22,449][demucs.solver][INFO] - Valid | Epoch 763 | 9/20 | 3.80 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.258
[2024-12-12 19:17:22,649][demucs.solver][INFO] - Valid | Epoch 763 | 10/20 | 3.89 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.241
[2024-12-12 19:17:22,873][demucs.solver][INFO] - Valid | Epoch 763 | 11/20 | 3.93 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.239
[2024-12-12 19:17:23,104][demucs.solver][INFO] - Valid | Epoch 763 | 12/20 | 3.96 it/sec | Loss 0.5565 | Reco 0.5565 | Nsdr 1.218
[2024-12-12 19:17:23,327][demucs.solver][INFO] - Valid | Epoch 763 | 13/20 | 3.99 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.220
[2024-12-12 19:17:23,508][demucs.solver][INFO] - Valid | Epoch 763 | 14/20 | 4.07 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.229
[2024-12-12 19:17:23,731][demucs.solver][INFO] - Valid | Epoch 763 | 15/20 | 4.09 it/sec | Loss 0.5628 | Reco 0.5628 | Nsdr 1.238
[2024-12-12 19:17:23,894][demucs.solver][INFO] - Valid | Epoch 763 | 16/20 | 4.17 it/sec | Loss 0.5668 | Reco 0.5668 | Nsdr 1.245
[2024-12-12 19:17:24,100][demucs.solver][INFO] - Valid | Epoch 763 | 17/20 | 4.20 it/sec | Loss 0.5554 | Reco 0.5554 | Nsdr 1.248
[2024-12-12 19:17:24,328][demucs.solver][INFO] - Valid | Epoch 763 | 18/20 | 4.21 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.209
[2024-12-12 19:17:24,531][demucs.solver][INFO] - Valid | Epoch 763 | 19/20 | 4.24 it/sec | Loss 0.5384 | Reco 0.5384 | Nsdr 1.224
[2024-12-12 19:17:25,004][demucs.solver][INFO] - Valid Summary | Epoch 763 | Loss=0.5384 | Reco=0.5384 | Nsdr=1.224 | Best=0.5289 | Bname=main
[2024-12-12 19:17:26,345][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:17:26,346][demucs.solver][INFO] - Training...
[2024-12-12 19:17:35,455][demucs.solver][INFO] - Train | Epoch 764 | 1/14 | 0.27 it/sec | Loss 0.2551 | Reco 0.2551 | Grad 1.7674
[2024-12-12 19:17:36,125][demucs.solver][INFO] - Train | Epoch 764 | 2/14 | 0.37 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 1.9307
[2024-12-12 19:17:36,800][demucs.solver][INFO] - Train | Epoch 764 | 3/14 | 0.46 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 2.2563
[2024-12-12 19:17:37,461][demucs.solver][INFO] - Train | Epoch 764 | 4/14 | 0.53 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 1.9714
[2024-12-12 19:17:38,121][demucs.solver][INFO] - Train | Epoch 764 | 5/14 | 0.59 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 2.4194
[2024-12-12 19:17:38,782][demucs.solver][INFO] - Train | Epoch 764 | 6/14 | 0.65 it/sec | Loss 0.2549 | Reco 0.2549 | Grad 2.3535
[2024-12-12 19:17:39,441][demucs.solver][INFO] - Train | Epoch 764 | 7/14 | 0.70 it/sec | Loss 0.2585 | Reco 0.2585 | Grad 2.5638
[2024-12-12 19:17:40,101][demucs.solver][INFO] - Train | Epoch 764 | 8/14 | 0.74 it/sec | Loss 0.2602 | Reco 0.2602 | Grad 2.5442
[2024-12-12 19:17:40,762][demucs.solver][INFO] - Train | Epoch 764 | 9/14 | 0.78 it/sec | Loss 0.2550 | Reco 0.2550 | Grad 2.3299
[2024-12-12 19:17:41,416][demucs.solver][INFO] - Train | Epoch 764 | 10/14 | 0.82 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 2.3260
[2024-12-12 19:17:42,075][demucs.solver][INFO] - Train | Epoch 764 | 11/14 | 0.85 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 2.2838
[2024-12-12 19:17:42,729][demucs.solver][INFO] - Train | Epoch 764 | 12/14 | 0.88 it/sec | Loss 0.2493 | Reco 0.2493 | Grad 2.1627
[2024-12-12 19:17:43,383][demucs.solver][INFO] - Train | Epoch 764 | 13/14 | 0.91 it/sec | Loss 0.2487 | Reco 0.2487 | Grad 2.1538
[2024-12-12 19:17:43,718][demucs.solver][INFO] - Train Summary | Epoch 764 | Loss=0.2487 | Reco=0.2487 | Grad=2.1538
[2024-12-12 19:17:43,719][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:17:43,719][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:17:46,168][demucs.solver][INFO] - Valid | Epoch 764 | 1/20 | 2.52 it/sec | Loss 0.5755 | Reco 0.5755 | Nsdr 1.257
[2024-12-12 19:17:46,410][demucs.solver][INFO] - Valid | Epoch 764 | 2/20 | 2.90 it/sec | Loss 0.4515 | Reco 0.4515 | Nsdr 0.993
[2024-12-12 19:17:46,614][demucs.solver][INFO] - Valid | Epoch 764 | 3/20 | 3.23 it/sec | Loss 0.4958 | Reco 0.4958 | Nsdr 1.092
[2024-12-12 19:17:46,813][demucs.solver][INFO] - Valid | Epoch 764 | 4/20 | 3.48 it/sec | Loss 0.5123 | Reco 0.5123 | Nsdr 1.145
[2024-12-12 19:17:47,020][demucs.solver][INFO] - Valid | Epoch 764 | 5/20 | 3.65 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.144
[2024-12-12 19:17:47,226][demucs.solver][INFO] - Valid | Epoch 764 | 6/20 | 3.78 it/sec | Loss 0.5160 | Reco 0.5160 | Nsdr 1.166
[2024-12-12 19:17:47,431][demucs.solver][INFO] - Valid | Epoch 764 | 7/20 | 3.89 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.193
[2024-12-12 19:17:47,653][demucs.solver][INFO] - Valid | Epoch 764 | 8/20 | 3.95 it/sec | Loss 0.5528 | Reco 0.5528 | Nsdr 1.193
[2024-12-12 19:17:47,880][demucs.solver][INFO] - Valid | Epoch 764 | 9/20 | 3.99 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.219
[2024-12-12 19:17:48,105][demucs.solver][INFO] - Valid | Epoch 764 | 10/20 | 4.03 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.204
[2024-12-12 19:17:48,308][demucs.solver][INFO] - Valid | Epoch 764 | 11/20 | 4.09 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.203
[2024-12-12 19:17:48,530][demucs.solver][INFO] - Valid | Epoch 764 | 12/20 | 4.12 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.184
[2024-12-12 19:17:48,731][demucs.solver][INFO] - Valid | Epoch 764 | 13/20 | 4.17 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.189
[2024-12-12 19:17:48,912][demucs.solver][INFO] - Valid | Epoch 764 | 14/20 | 4.24 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.198
[2024-12-12 19:17:49,108][demucs.solver][INFO] - Valid | Epoch 764 | 15/20 | 4.29 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.206
[2024-12-12 19:17:49,330][demucs.solver][INFO] - Valid | Epoch 764 | 16/20 | 4.30 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.213
[2024-12-12 19:17:49,528][demucs.solver][INFO] - Valid | Epoch 764 | 17/20 | 4.33 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.216
[2024-12-12 19:17:49,727][demucs.solver][INFO] - Valid | Epoch 764 | 18/20 | 4.37 it/sec | Loss 0.5427 | Reco 0.5427 | Nsdr 1.178
[2024-12-12 19:17:49,905][demucs.solver][INFO] - Valid | Epoch 764 | 19/20 | 4.41 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.193
[2024-12-12 19:17:50,322][demucs.solver][INFO] - Valid Summary | Epoch 764 | Loss=0.5411 | Reco=0.5411 | Nsdr=1.193 | Best=0.5289 | Bname=main
[2024-12-12 19:17:51,797][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:17:51,797][demucs.solver][INFO] - Training...
[2024-12-12 19:18:00,458][demucs.solver][INFO] - Train | Epoch 765 | 1/14 | 0.28 it/sec | Loss 0.2214 | Reco 0.2214 | Grad 0.5327
[2024-12-12 19:18:01,713][demucs.solver][INFO] - Train | Epoch 765 | 2/14 | 0.36 it/sec | Loss 0.2277 | Reco 0.2277 | Grad 1.3111
[2024-12-12 19:18:02,891][demucs.solver][INFO] - Train | Epoch 765 | 3/14 | 0.42 it/sec | Loss 0.2353 | Reco 0.2353 | Grad 1.2940
[2024-12-12 19:18:03,718][demucs.solver][INFO] - Train | Epoch 765 | 4/14 | 0.49 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 1.2082
[2024-12-12 19:18:04,391][demucs.solver][INFO] - Train | Epoch 765 | 5/14 | 0.55 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 1.3595
[2024-12-12 19:18:05,126][demucs.solver][INFO] - Train | Epoch 765 | 6/14 | 0.60 it/sec | Loss 0.2398 | Reco 0.2398 | Grad 1.3949
[2024-12-12 19:18:05,810][demucs.solver][INFO] - Train | Epoch 765 | 7/14 | 0.65 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 1.3358
[2024-12-12 19:18:06,517][demucs.solver][INFO] - Train | Epoch 765 | 8/14 | 0.69 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.6313
[2024-12-12 19:18:07,181][demucs.solver][INFO] - Train | Epoch 765 | 9/14 | 0.73 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.5875
[2024-12-12 19:18:07,843][demucs.solver][INFO] - Train | Epoch 765 | 10/14 | 0.76 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.6893
[2024-12-12 19:18:08,528][demucs.solver][INFO] - Train | Epoch 765 | 11/14 | 0.79 it/sec | Loss 0.2411 | Reco 0.2411 | Grad 1.9239
[2024-12-12 19:18:09,190][demucs.solver][INFO] - Train | Epoch 765 | 12/14 | 0.82 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.0345
[2024-12-12 19:18:09,848][demucs.solver][INFO] - Train | Epoch 765 | 13/14 | 0.85 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 1.9576
[2024-12-12 19:18:10,205][demucs.solver][INFO] - Train Summary | Epoch 765 | Loss=0.2429 | Reco=0.2429 | Grad=1.9576
[2024-12-12 19:18:10,205][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:18:10,205][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:18:13,009][demucs.solver][INFO] - Valid | Epoch 765 | 1/20 | 1.71 it/sec | Loss 0.5786 | Reco 0.5786 | Nsdr 1.217
[2024-12-12 19:18:13,225][demucs.solver][INFO] - Valid | Epoch 765 | 2/20 | 2.17 it/sec | Loss 0.4538 | Reco 0.4538 | Nsdr 0.962
[2024-12-12 19:18:13,406][demucs.solver][INFO] - Valid | Epoch 765 | 3/20 | 2.55 it/sec | Loss 0.4987 | Reco 0.4987 | Nsdr 1.051
[2024-12-12 19:18:13,565][demucs.solver][INFO] - Valid | Epoch 765 | 4/20 | 2.90 it/sec | Loss 0.5152 | Reco 0.5152 | Nsdr 1.102
[2024-12-12 19:18:13,769][demucs.solver][INFO] - Valid | Epoch 765 | 5/20 | 3.11 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.105
[2024-12-12 19:18:13,952][demucs.solver][INFO] - Valid | Epoch 765 | 6/20 | 3.31 it/sec | Loss 0.5190 | Reco 0.5190 | Nsdr 1.127
[2024-12-12 19:18:14,155][demucs.solver][INFO] - Valid | Epoch 765 | 7/20 | 3.46 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.150
[2024-12-12 19:18:14,381][demucs.solver][INFO] - Valid | Epoch 765 | 8/20 | 3.54 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.155
[2024-12-12 19:18:14,562][demucs.solver][INFO] - Valid | Epoch 765 | 9/20 | 3.67 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.180
[2024-12-12 19:18:14,743][demucs.solver][INFO] - Valid | Epoch 765 | 10/20 | 3.79 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.166
[2024-12-12 19:18:14,942][demucs.solver][INFO] - Valid | Epoch 765 | 11/20 | 3.87 it/sec | Loss 0.5537 | Reco 0.5537 | Nsdr 1.165
[2024-12-12 19:18:15,143][demucs.solver][INFO] - Valid | Epoch 765 | 12/20 | 3.94 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.148
[2024-12-12 19:18:15,346][demucs.solver][INFO] - Valid | Epoch 765 | 13/20 | 3.99 it/sec | Loss 0.5703 | Reco 0.5703 | Nsdr 1.151
[2024-12-12 19:18:15,525][demucs.solver][INFO] - Valid | Epoch 765 | 14/20 | 4.07 it/sec | Loss 0.5677 | Reco 0.5677 | Nsdr 1.160
[2024-12-12 19:18:15,725][demucs.solver][INFO] - Valid | Epoch 765 | 15/20 | 4.12 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.168
[2024-12-12 19:18:15,931][demucs.solver][INFO] - Valid | Epoch 765 | 16/20 | 4.15 it/sec | Loss 0.5730 | Reco 0.5730 | Nsdr 1.174
[2024-12-12 19:18:16,134][demucs.solver][INFO] - Valid | Epoch 765 | 17/20 | 4.19 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.177
[2024-12-12 19:18:16,360][demucs.solver][INFO] - Valid | Epoch 765 | 18/20 | 4.20 it/sec | Loss 0.5457 | Reco 0.5457 | Nsdr 1.141
[2024-12-12 19:18:16,537][demucs.solver][INFO] - Valid | Epoch 765 | 19/20 | 4.26 it/sec | Loss 0.5439 | Reco 0.5439 | Nsdr 1.155
[2024-12-12 19:18:16,995][demucs.solver][INFO] - Valid Summary | Epoch 765 | Loss=0.5439 | Reco=0.5439 | Nsdr=1.155 | Best=0.5289 | Bname=main
[2024-12-12 19:18:18,442][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:18:18,442][demucs.solver][INFO] - Training...
[2024-12-12 19:18:28,189][demucs.solver][INFO] - Train | Epoch 766 | 1/14 | 0.27 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 3.5600
[2024-12-12 19:18:29,005][demucs.solver][INFO] - Train | Epoch 766 | 2/14 | 0.36 it/sec | Loss 0.2344 | Reco 0.2344 | Grad 3.0336
[2024-12-12 19:18:29,672][demucs.solver][INFO] - Train | Epoch 766 | 3/14 | 0.45 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.5866
[2024-12-12 19:18:30,349][demucs.solver][INFO] - Train | Epoch 766 | 4/14 | 0.52 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 2.4690
[2024-12-12 19:18:31,017][demucs.solver][INFO] - Train | Epoch 766 | 5/14 | 0.58 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 2.5620
[2024-12-12 19:18:31,684][demucs.solver][INFO] - Train | Epoch 766 | 6/14 | 0.64 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 2.2146
[2024-12-12 19:18:32,406][demucs.solver][INFO] - Train | Epoch 766 | 7/14 | 0.68 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 2.1303
[2024-12-12 19:18:33,092][demucs.solver][INFO] - Train | Epoch 766 | 8/14 | 0.73 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.9432
[2024-12-12 19:18:33,769][demucs.solver][INFO] - Train | Epoch 766 | 9/14 | 0.77 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.8241
[2024-12-12 19:18:34,462][demucs.solver][INFO] - Train | Epoch 766 | 10/14 | 0.80 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 1.7578
[2024-12-12 19:18:35,589][demucs.solver][INFO] - Train | Epoch 766 | 11/14 | 0.81 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 1.7478
[2024-12-12 19:18:36,448][demucs.solver][INFO] - Train | Epoch 766 | 12/14 | 0.83 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.6483
[2024-12-12 19:18:37,114][demucs.solver][INFO] - Train | Epoch 766 | 13/14 | 0.85 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 1.6440
[2024-12-12 19:18:37,463][demucs.solver][INFO] - Train Summary | Epoch 766 | Loss=0.2437 | Reco=0.2437 | Grad=1.6440
[2024-12-12 19:18:37,464][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:18:37,464][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:18:40,010][demucs.solver][INFO] - Valid | Epoch 766 | 1/20 | 2.06 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.320
[2024-12-12 19:18:40,270][demucs.solver][INFO] - Valid | Epoch 766 | 2/20 | 2.43 it/sec | Loss 0.4486 | Reco 0.4486 | Nsdr 1.043
[2024-12-12 19:18:40,426][demucs.solver][INFO] - Valid | Epoch 766 | 3/20 | 2.88 it/sec | Loss 0.4928 | Reco 0.4928 | Nsdr 1.136
[2024-12-12 19:18:40,628][demucs.solver][INFO] - Valid | Epoch 766 | 4/20 | 3.14 it/sec | Loss 0.5090 | Reco 0.5090 | Nsdr 1.189
[2024-12-12 19:18:40,831][demucs.solver][INFO] - Valid | Epoch 766 | 5/20 | 3.34 it/sec | Loss 0.5290 | Reco 0.5290 | Nsdr 1.188
[2024-12-12 19:18:41,061][demucs.solver][INFO] - Valid | Epoch 766 | 6/20 | 3.46 it/sec | Loss 0.5130 | Reco 0.5130 | Nsdr 1.209
[2024-12-12 19:18:41,282][demucs.solver][INFO] - Valid | Epoch 766 | 7/20 | 3.56 it/sec | Loss 0.5336 | Reco 0.5336 | Nsdr 1.233
[2024-12-12 19:18:41,507][demucs.solver][INFO] - Valid | Epoch 766 | 8/20 | 3.64 it/sec | Loss 0.5498 | Reco 0.5498 | Nsdr 1.235
[2024-12-12 19:18:41,711][demucs.solver][INFO] - Valid | Epoch 766 | 9/20 | 3.74 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.260
[2024-12-12 19:18:41,921][demucs.solver][INFO] - Valid | Epoch 766 | 10/20 | 3.81 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.244
[2024-12-12 19:18:42,123][demucs.solver][INFO] - Valid | Epoch 766 | 11/20 | 3.89 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.242
[2024-12-12 19:18:42,350][demucs.solver][INFO] - Valid | Epoch 766 | 12/20 | 3.92 it/sec | Loss 0.5569 | Reco 0.5569 | Nsdr 1.220
[2024-12-12 19:18:42,535][demucs.solver][INFO] - Valid | Epoch 766 | 13/20 | 4.00 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.223
[2024-12-12 19:18:42,754][demucs.solver][INFO] - Valid | Epoch 766 | 14/20 | 4.03 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.233
[2024-12-12 19:18:42,910][demucs.solver][INFO] - Valid | Epoch 766 | 15/20 | 4.13 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.241
[2024-12-12 19:18:43,110][demucs.solver][INFO] - Valid | Epoch 766 | 16/20 | 4.17 it/sec | Loss 0.5671 | Reco 0.5671 | Nsdr 1.248
[2024-12-12 19:18:43,309][demucs.solver][INFO] - Valid | Epoch 766 | 17/20 | 4.21 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.253
[2024-12-12 19:18:43,505][demucs.solver][INFO] - Valid | Epoch 766 | 18/20 | 4.25 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.216
[2024-12-12 19:18:43,705][demucs.solver][INFO] - Valid | Epoch 766 | 19/20 | 4.28 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.230
[2024-12-12 19:18:44,768][demucs.solver][INFO] - Valid Summary | Epoch 766 | Loss=0.5385 | Reco=0.5385 | Nsdr=1.230 | Best=0.5289 | Bname=main
[2024-12-12 19:18:46,222][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:18:46,222][demucs.solver][INFO] - Training...
[2024-12-12 19:18:56,024][demucs.solver][INFO] - Train | Epoch 767 | 1/14 | 0.24 it/sec | Loss 0.2535 | Reco 0.2535 | Grad 1.6028
[2024-12-12 19:18:56,687][demucs.solver][INFO] - Train | Epoch 767 | 2/14 | 0.34 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 1.6333
[2024-12-12 19:18:57,360][demucs.solver][INFO] - Train | Epoch 767 | 3/14 | 0.42 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 1.6244
[2024-12-12 19:18:58,028][demucs.solver][INFO] - Train | Epoch 767 | 4/14 | 0.49 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 1.6450
[2024-12-12 19:18:58,701][demucs.solver][INFO] - Train | Epoch 767 | 5/14 | 0.55 it/sec | Loss 0.2367 | Reco 0.2367 | Grad 1.7058
[2024-12-12 19:18:59,371][demucs.solver][INFO] - Train | Epoch 767 | 6/14 | 0.61 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.6160
[2024-12-12 19:19:00,039][demucs.solver][INFO] - Train | Epoch 767 | 7/14 | 0.65 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.5537
[2024-12-12 19:19:00,706][demucs.solver][INFO] - Train | Epoch 767 | 8/14 | 0.70 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.6896
[2024-12-12 19:19:01,379][demucs.solver][INFO] - Train | Epoch 767 | 9/14 | 0.74 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.6223
[2024-12-12 19:19:02,047][demucs.solver][INFO] - Train | Epoch 767 | 10/14 | 0.77 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 1.5348
[2024-12-12 19:19:03,971][demucs.solver][INFO] - Train | Epoch 767 | 11/14 | 0.74 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.5468
[2024-12-12 19:19:04,626][demucs.solver][INFO] - Train | Epoch 767 | 12/14 | 0.77 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 1.4672
[2024-12-12 19:19:05,281][demucs.solver][INFO] - Train | Epoch 767 | 13/14 | 0.80 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.5858
[2024-12-12 19:19:05,617][demucs.solver][INFO] - Train Summary | Epoch 767 | Loss=0.2442 | Reco=0.2442 | Grad=1.5858
[2024-12-12 19:19:05,617][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:19:05,618][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:19:08,345][demucs.solver][INFO] - Valid | Epoch 767 | 1/20 | 2.18 it/sec | Loss 0.5720 | Reco 0.5720 | Nsdr 1.307
[2024-12-12 19:19:08,563][demucs.solver][INFO] - Valid | Epoch 767 | 2/20 | 2.64 it/sec | Loss 0.4488 | Reco 0.4488 | Nsdr 1.032
[2024-12-12 19:19:08,796][demucs.solver][INFO] - Valid | Epoch 767 | 3/20 | 2.93 it/sec | Loss 0.4933 | Reco 0.4933 | Nsdr 1.126
[2024-12-12 19:19:09,000][demucs.solver][INFO] - Valid | Epoch 767 | 4/20 | 3.18 it/sec | Loss 0.5096 | Reco 0.5096 | Nsdr 1.177
[2024-12-12 19:19:09,184][demucs.solver][INFO] - Valid | Epoch 767 | 5/20 | 3.42 it/sec | Loss 0.5295 | Reco 0.5295 | Nsdr 1.179
[2024-12-12 19:19:09,422][demucs.solver][INFO] - Valid | Epoch 767 | 6/20 | 3.51 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.201
[2024-12-12 19:19:09,579][demucs.solver][INFO] - Valid | Epoch 767 | 7/20 | 3.72 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.225
[2024-12-12 19:19:09,786][demucs.solver][INFO] - Valid | Epoch 767 | 8/20 | 3.82 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.224
[2024-12-12 19:19:10,013][demucs.solver][INFO] - Valid | Epoch 767 | 9/20 | 3.87 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.249
[2024-12-12 19:19:10,238][demucs.solver][INFO] - Valid | Epoch 767 | 10/20 | 3.92 it/sec | Loss 0.5408 | Reco 0.5408 | Nsdr 1.233
[2024-12-12 19:19:10,417][demucs.solver][INFO] - Valid | Epoch 767 | 11/20 | 4.02 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.231
[2024-12-12 19:19:10,594][demucs.solver][INFO] - Valid | Epoch 767 | 12/20 | 4.11 it/sec | Loss 0.5575 | Reco 0.5575 | Nsdr 1.211
[2024-12-12 19:19:10,818][demucs.solver][INFO] - Valid | Epoch 767 | 13/20 | 4.13 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.214
[2024-12-12 19:19:10,999][demucs.solver][INFO] - Valid | Epoch 767 | 14/20 | 4.20 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.222
[2024-12-12 19:19:11,202][demucs.solver][INFO] - Valid | Epoch 767 | 15/20 | 4.24 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.230
[2024-12-12 19:19:11,382][demucs.solver][INFO] - Valid | Epoch 767 | 16/20 | 4.30 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.236
[2024-12-12 19:19:11,580][demucs.solver][INFO] - Valid | Epoch 767 | 17/20 | 4.34 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.242
[2024-12-12 19:19:11,779][demucs.solver][INFO] - Valid | Epoch 767 | 18/20 | 4.37 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.205
[2024-12-12 19:19:11,961][demucs.solver][INFO] - Valid | Epoch 767 | 19/20 | 4.41 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.220
[2024-12-12 19:19:12,385][demucs.solver][INFO] - Valid Summary | Epoch 767 | Loss=0.5389 | Reco=0.5389 | Nsdr=1.220 | Best=0.5289 | Bname=main
[2024-12-12 19:19:13,776][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:19:13,777][demucs.solver][INFO] - Training...
[2024-12-12 19:19:19,562][demucs.solver][INFO] - Train | Epoch 768 | 1/14 | 0.50 it/sec | Loss 0.2572 | Reco 0.2572 | Grad 2.2990
[2024-12-12 19:19:22,339][demucs.solver][INFO] - Train | Epoch 768 | 2/14 | 0.44 it/sec | Loss 0.2604 | Reco 0.2604 | Grad 1.7095
[2024-12-12 19:19:23,005][demucs.solver][INFO] - Train | Epoch 768 | 3/14 | 0.53 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 1.6780
[2024-12-12 19:19:24,084][demucs.solver][INFO] - Train | Epoch 768 | 4/14 | 0.58 it/sec | Loss 0.2524 | Reco 0.2524 | Grad 1.5137
[2024-12-12 19:19:24,746][demucs.solver][INFO] - Train | Epoch 768 | 5/14 | 0.65 it/sec | Loss 0.2529 | Reco 0.2529 | Grad 1.7276
[2024-12-12 19:19:25,413][demucs.solver][INFO] - Train | Epoch 768 | 6/14 | 0.71 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 2.0575
[2024-12-12 19:19:26,068][demucs.solver][INFO] - Train | Epoch 768 | 7/14 | 0.76 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.9896
[2024-12-12 19:19:26,723][demucs.solver][INFO] - Train | Epoch 768 | 8/14 | 0.80 it/sec | Loss 0.2482 | Reco 0.2482 | Grad 2.0103
[2024-12-12 19:19:27,378][demucs.solver][INFO] - Train | Epoch 768 | 9/14 | 0.84 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 2.3127
[2024-12-12 19:19:28,032][demucs.solver][INFO] - Train | Epoch 768 | 10/14 | 0.88 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 2.4471
[2024-12-12 19:19:28,688][demucs.solver][INFO] - Train | Epoch 768 | 11/14 | 0.91 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 2.2716
[2024-12-12 19:19:29,345][demucs.solver][INFO] - Train | Epoch 768 | 12/14 | 0.94 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 2.4345
[2024-12-12 19:19:30,003][demucs.solver][INFO] - Train | Epoch 768 | 13/14 | 0.97 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 2.4716
[2024-12-12 19:19:30,343][demucs.solver][INFO] - Train Summary | Epoch 768 | Loss=0.2488 | Reco=0.2488 | Grad=2.4716
[2024-12-12 19:19:30,343][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:19:30,343][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:19:33,080][demucs.solver][INFO] - Valid | Epoch 768 | 1/20 | 1.99 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.307
[2024-12-12 19:19:33,538][demucs.solver][INFO] - Valid | Epoch 768 | 2/20 | 2.05 it/sec | Loss 0.4492 | Reco 0.4492 | Nsdr 1.027
[2024-12-12 19:19:33,964][demucs.solver][INFO] - Valid | Epoch 768 | 3/20 | 2.12 it/sec | Loss 0.4932 | Reco 0.4932 | Nsdr 1.130
[2024-12-12 19:19:34,339][demucs.solver][INFO] - Valid | Epoch 768 | 4/20 | 2.21 it/sec | Loss 0.5092 | Reco 0.5092 | Nsdr 1.186
[2024-12-12 19:19:34,538][demucs.solver][INFO] - Valid | Epoch 768 | 5/20 | 2.43 it/sec | Loss 0.5291 | Reco 0.5291 | Nsdr 1.184
[2024-12-12 19:19:34,732][demucs.solver][INFO] - Valid | Epoch 768 | 6/20 | 2.63 it/sec | Loss 0.5129 | Reco 0.5129 | Nsdr 1.207
[2024-12-12 19:19:34,934][demucs.solver][INFO] - Valid | Epoch 768 | 7/20 | 2.80 it/sec | Loss 0.5333 | Reco 0.5333 | Nsdr 1.237
[2024-12-12 19:19:35,112][demucs.solver][INFO] - Valid | Epoch 768 | 8/20 | 2.96 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.242
[2024-12-12 19:19:35,343][demucs.solver][INFO] - Valid | Epoch 768 | 9/20 | 3.06 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.268
[2024-12-12 19:19:35,522][demucs.solver][INFO] - Valid | Epoch 768 | 10/20 | 3.19 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.253
[2024-12-12 19:19:35,725][demucs.solver][INFO] - Valid | Epoch 768 | 11/20 | 3.29 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.251
[2024-12-12 19:19:35,880][demucs.solver][INFO] - Valid | Epoch 768 | 12/20 | 3.41 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.231
[2024-12-12 19:19:36,058][demucs.solver][INFO] - Valid | Epoch 768 | 13/20 | 3.51 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.234
[2024-12-12 19:19:36,236][demucs.solver][INFO] - Valid | Epoch 768 | 14/20 | 3.60 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.244
[2024-12-12 19:19:36,463][demucs.solver][INFO] - Valid | Epoch 768 | 15/20 | 3.64 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.253
[2024-12-12 19:19:36,643][demucs.solver][INFO] - Valid | Epoch 768 | 16/20 | 3.72 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.259
[2024-12-12 19:19:36,890][demucs.solver][INFO] - Valid | Epoch 768 | 17/20 | 3.74 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.262
[2024-12-12 19:19:37,113][demucs.solver][INFO] - Valid | Epoch 768 | 18/20 | 3.77 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.223
[2024-12-12 19:19:37,315][demucs.solver][INFO] - Valid | Epoch 768 | 19/20 | 3.82 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.238
[2024-12-12 19:19:37,761][demucs.solver][INFO] - Valid Summary | Epoch 768 | Loss=0.5379 | Reco=0.5379 | Nsdr=1.238 | Best=0.5289 | Bname=main
[2024-12-12 19:19:39,229][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:19:39,229][demucs.solver][INFO] - Training...
[2024-12-12 19:19:48,499][demucs.solver][INFO] - Train | Epoch 769 | 1/14 | 0.26 it/sec | Loss 0.2303 | Reco 0.2303 | Grad 0.5778
[2024-12-12 19:19:49,166][demucs.solver][INFO] - Train | Epoch 769 | 2/14 | 0.36 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.0873
[2024-12-12 19:19:49,965][demucs.solver][INFO] - Train | Epoch 769 | 3/14 | 0.44 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.1137
[2024-12-12 19:19:50,632][demucs.solver][INFO] - Train | Epoch 769 | 4/14 | 0.51 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 1.0368
[2024-12-12 19:19:51,291][demucs.solver][INFO] - Train | Epoch 769 | 5/14 | 0.58 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 1.1815
[2024-12-12 19:19:51,944][demucs.solver][INFO] - Train | Epoch 769 | 6/14 | 0.63 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.4237
[2024-12-12 19:19:52,596][demucs.solver][INFO] - Train | Epoch 769 | 7/14 | 0.68 it/sec | Loss 0.2554 | Reco 0.2554 | Grad 1.5998
[2024-12-12 19:19:53,250][demucs.solver][INFO] - Train | Epoch 769 | 8/14 | 0.73 it/sec | Loss 0.2581 | Reco 0.2581 | Grad 1.8130
[2024-12-12 19:19:53,905][demucs.solver][INFO] - Train | Epoch 769 | 9/14 | 0.77 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 1.7686
[2024-12-12 19:19:54,559][demucs.solver][INFO] - Train | Epoch 769 | 10/14 | 0.80 it/sec | Loss 0.2504 | Reco 0.2504 | Grad 1.8387
[2024-12-12 19:19:55,214][demucs.solver][INFO] - Train | Epoch 769 | 11/14 | 0.84 it/sec | Loss 0.2525 | Reco 0.2525 | Grad 1.7843
[2024-12-12 19:19:55,866][demucs.solver][INFO] - Train | Epoch 769 | 12/14 | 0.87 it/sec | Loss 0.2527 | Reco 0.2527 | Grad 1.7855
[2024-12-12 19:19:56,520][demucs.solver][INFO] - Train | Epoch 769 | 13/14 | 0.89 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 1.7785
[2024-12-12 19:19:56,898][demucs.solver][INFO] - Train Summary | Epoch 769 | Loss=0.2519 | Reco=0.2519 | Grad=1.7785
[2024-12-12 19:19:56,898][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:19:56,898][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:19:59,664][demucs.solver][INFO] - Valid | Epoch 769 | 1/20 | 2.31 it/sec | Loss 0.5711 | Reco 0.5711 | Nsdr 1.321
[2024-12-12 19:19:59,822][demucs.solver][INFO] - Valid | Epoch 769 | 2/20 | 2.93 it/sec | Loss 0.4483 | Reco 0.4483 | Nsdr 1.040
[2024-12-12 19:20:00,031][demucs.solver][INFO] - Valid | Epoch 769 | 3/20 | 3.24 it/sec | Loss 0.4924 | Reco 0.4924 | Nsdr 1.133
[2024-12-12 19:20:00,188][demucs.solver][INFO] - Valid | Epoch 769 | 4/20 | 3.60 it/sec | Loss 0.5086 | Reco 0.5086 | Nsdr 1.186
[2024-12-12 19:20:00,418][demucs.solver][INFO] - Valid | Epoch 769 | 5/20 | 3.70 it/sec | Loss 0.5286 | Reco 0.5286 | Nsdr 1.187
[2024-12-12 19:20:00,646][demucs.solver][INFO] - Valid | Epoch 769 | 6/20 | 3.79 it/sec | Loss 0.5125 | Reco 0.5125 | Nsdr 1.209
[2024-12-12 19:20:00,856][demucs.solver][INFO] - Valid | Epoch 769 | 7/20 | 3.89 it/sec | Loss 0.5330 | Reco 0.5330 | Nsdr 1.235
[2024-12-12 19:20:01,083][demucs.solver][INFO] - Valid | Epoch 769 | 8/20 | 3.94 it/sec | Loss 0.5493 | Reco 0.5493 | Nsdr 1.235
[2024-12-12 19:20:01,287][demucs.solver][INFO] - Valid | Epoch 769 | 9/20 | 4.02 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.261
[2024-12-12 19:20:01,511][demucs.solver][INFO] - Valid | Epoch 769 | 10/20 | 4.05 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.244
[2024-12-12 19:20:01,689][demucs.solver][INFO] - Valid | Epoch 769 | 11/20 | 4.15 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.244
[2024-12-12 19:20:01,914][demucs.solver][INFO] - Valid | Epoch 769 | 12/20 | 4.17 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.223
[2024-12-12 19:20:02,118][demucs.solver][INFO] - Valid | Epoch 769 | 13/20 | 4.22 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.226
[2024-12-12 19:20:02,273][demucs.solver][INFO] - Valid | Epoch 769 | 14/20 | 4.32 it/sec | Loss 0.5615 | Reco 0.5615 | Nsdr 1.235
[2024-12-12 19:20:02,428][demucs.solver][INFO] - Valid | Epoch 769 | 15/20 | 4.41 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.244
[2024-12-12 19:20:02,610][demucs.solver][INFO] - Valid | Epoch 769 | 16/20 | 4.46 it/sec | Loss 0.5666 | Reco 0.5666 | Nsdr 1.251
[2024-12-12 19:20:02,790][demucs.solver][INFO] - Valid | Epoch 769 | 17/20 | 4.51 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.256
[2024-12-12 19:20:03,013][demucs.solver][INFO] - Valid | Epoch 769 | 18/20 | 4.51 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.217
[2024-12-12 19:20:03,217][demucs.solver][INFO] - Valid | Epoch 769 | 19/20 | 4.53 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.233
[2024-12-12 19:20:03,637][demucs.solver][INFO] - Valid Summary | Epoch 769 | Loss=0.5379 | Reco=0.5379 | Nsdr=1.233 | Best=0.5289 | Bname=main
[2024-12-12 19:20:05,070][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:20:05,070][demucs.solver][INFO] - Training...
[2024-12-12 19:20:14,192][demucs.solver][INFO] - Train | Epoch 770 | 1/14 | 0.27 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 2.0677
[2024-12-12 19:20:15,202][demucs.solver][INFO] - Train | Epoch 770 | 2/14 | 0.35 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.1739
[2024-12-12 19:20:19,114][demucs.solver][INFO] - Train | Epoch 770 | 3/14 | 0.32 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.1422
[2024-12-12 19:20:19,782][demucs.solver][INFO] - Train | Epoch 770 | 4/14 | 0.38 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.3472
[2024-12-12 19:20:20,443][demucs.solver][INFO] - Train | Epoch 770 | 5/14 | 0.44 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.1426
[2024-12-12 19:20:21,105][demucs.solver][INFO] - Train | Epoch 770 | 6/14 | 0.48 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.9444
[2024-12-12 19:20:21,771][demucs.solver][INFO] - Train | Epoch 770 | 7/14 | 0.53 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.9807
[2024-12-12 19:20:22,438][demucs.solver][INFO] - Train | Epoch 770 | 8/14 | 0.57 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 1.9501
[2024-12-12 19:20:23,098][demucs.solver][INFO] - Train | Epoch 770 | 9/14 | 0.61 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 1.8126
[2024-12-12 19:20:23,761][demucs.solver][INFO] - Train | Epoch 770 | 10/14 | 0.64 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 1.8059
[2024-12-12 19:20:24,422][demucs.solver][INFO] - Train | Epoch 770 | 11/14 | 0.68 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 2.0061
[2024-12-12 19:20:25,080][demucs.solver][INFO] - Train | Epoch 770 | 12/14 | 0.71 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.9873
[2024-12-12 19:20:25,735][demucs.solver][INFO] - Train | Epoch 770 | 13/14 | 0.73 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.9075
[2024-12-12 19:20:26,070][demucs.solver][INFO] - Train Summary | Epoch 770 | Loss=0.2425 | Reco=0.2425 | Grad=1.9075
[2024-12-12 19:20:26,071][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:20:26,071][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:20:29,165][demucs.solver][INFO] - Valid | Epoch 770 | 1/20 | 1.58 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.437
[2024-12-12 19:20:29,393][demucs.solver][INFO] - Valid | Epoch 770 | 2/20 | 2.01 it/sec | Loss 0.4418 | Reco 0.4418 | Nsdr 1.140
[2024-12-12 19:20:29,593][demucs.solver][INFO] - Valid | Epoch 770 | 3/20 | 2.36 it/sec | Loss 0.4853 | Reco 0.4853 | Nsdr 1.240
[2024-12-12 19:20:29,777][demucs.solver][INFO] - Valid | Epoch 770 | 4/20 | 2.67 it/sec | Loss 0.5012 | Reco 0.5012 | Nsdr 1.296
[2024-12-12 19:20:29,983][demucs.solver][INFO] - Valid | Epoch 770 | 5/20 | 2.88 it/sec | Loss 0.5211 | Reco 0.5211 | Nsdr 1.291
[2024-12-12 19:20:30,184][demucs.solver][INFO] - Valid | Epoch 770 | 6/20 | 3.07 it/sec | Loss 0.5052 | Reco 0.5052 | Nsdr 1.313
[2024-12-12 19:20:30,390][demucs.solver][INFO] - Valid | Epoch 770 | 7/20 | 3.21 it/sec | Loss 0.5255 | Reco 0.5255 | Nsdr 1.340
[2024-12-12 19:20:30,597][demucs.solver][INFO] - Valid | Epoch 770 | 8/20 | 3.34 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.345
[2024-12-12 19:20:30,803][demucs.solver][INFO] - Valid | Epoch 770 | 9/20 | 3.45 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.373
[2024-12-12 19:20:31,027][demucs.solver][INFO] - Valid | Epoch 770 | 10/20 | 3.52 it/sec | Loss 0.5316 | Reco 0.5316 | Nsdr 1.356
[2024-12-12 19:20:31,252][demucs.solver][INFO] - Valid | Epoch 770 | 11/20 | 3.58 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.353
[2024-12-12 19:20:31,431][demucs.solver][INFO] - Valid | Epoch 770 | 12/20 | 3.68 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.329
[2024-12-12 19:20:31,676][demucs.solver][INFO] - Valid | Epoch 770 | 13/20 | 3.71 it/sec | Loss 0.5564 | Reco 0.5564 | Nsdr 1.332
[2024-12-12 19:20:31,879][demucs.solver][INFO] - Valid | Epoch 770 | 14/20 | 3.77 it/sec | Loss 0.5538 | Reco 0.5538 | Nsdr 1.341
[2024-12-12 19:20:32,059][demucs.solver][INFO] - Valid | Epoch 770 | 15/20 | 3.85 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.349
[2024-12-12 19:20:32,260][demucs.solver][INFO] - Valid | Epoch 770 | 16/20 | 3.90 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.356
[2024-12-12 19:20:32,491][demucs.solver][INFO] - Valid | Epoch 770 | 17/20 | 3.92 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.363
[2024-12-12 19:20:32,696][demucs.solver][INFO] - Valid | Epoch 770 | 18/20 | 3.96 it/sec | Loss 0.5321 | Reco 0.5321 | Nsdr 1.321
[2024-12-12 19:20:32,923][demucs.solver][INFO] - Valid | Epoch 770 | 19/20 | 3.98 it/sec | Loss 0.5304 | Reco 0.5304 | Nsdr 1.337
[2024-12-12 19:20:33,354][demucs.solver][INFO] - Valid Summary | Epoch 770 | Loss=0.5304 | Reco=0.5304 | Nsdr=1.337 | Best=0.5289 | Bname=main
[2024-12-12 19:20:34,847][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:20:34,848][demucs.solver][INFO] - Training...
[2024-12-12 19:20:43,872][demucs.solver][INFO] - Train | Epoch 771 | 1/14 | 0.27 it/sec | Loss 0.2439 | Reco 0.2439 | Grad 1.2177
[2024-12-12 19:20:44,538][demucs.solver][INFO] - Train | Epoch 771 | 2/14 | 0.37 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 1.4285
[2024-12-12 19:20:45,205][demucs.solver][INFO] - Train | Epoch 771 | 3/14 | 0.46 it/sec | Loss 0.2569 | Reco 0.2569 | Grad 1.5699
[2024-12-12 19:20:45,867][demucs.solver][INFO] - Train | Epoch 771 | 4/14 | 0.53 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 1.5963
[2024-12-12 19:20:46,534][demucs.solver][INFO] - Train | Epoch 771 | 5/14 | 0.60 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.3846
[2024-12-12 19:20:47,196][demucs.solver][INFO] - Train | Epoch 771 | 6/14 | 0.65 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.6897
[2024-12-12 19:20:47,856][demucs.solver][INFO] - Train | Epoch 771 | 7/14 | 0.70 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 1.7127
[2024-12-12 19:20:48,505][demucs.solver][INFO] - Train | Epoch 771 | 8/14 | 0.75 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.9287
[2024-12-12 19:20:49,156][demucs.solver][INFO] - Train | Epoch 771 | 9/14 | 0.79 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 2.1474
[2024-12-12 19:20:49,810][demucs.solver][INFO] - Train | Epoch 771 | 10/14 | 0.83 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 2.0161
[2024-12-12 19:20:50,461][demucs.solver][INFO] - Train | Epoch 771 | 11/14 | 0.86 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 1.9703
[2024-12-12 19:20:51,113][demucs.solver][INFO] - Train | Epoch 771 | 12/14 | 0.89 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.2169
[2024-12-12 19:20:51,767][demucs.solver][INFO] - Train | Epoch 771 | 13/14 | 0.92 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.4141
[2024-12-12 19:20:52,107][demucs.solver][INFO] - Train Summary | Epoch 771 | Loss=0.2464 | Reco=0.2464 | Grad=2.4141
[2024-12-12 19:20:52,108][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:20:52,108][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:20:54,752][demucs.solver][INFO] - Valid | Epoch 771 | 1/20 | 3.00 it/sec | Loss 0.5769 | Reco 0.5769 | Nsdr 1.231
[2024-12-12 19:20:55,042][demucs.solver][INFO] - Valid | Epoch 771 | 2/20 | 3.13 it/sec | Loss 0.4524 | Reco 0.4524 | Nsdr 0.976
[2024-12-12 19:20:55,275][demucs.solver][INFO] - Valid | Epoch 771 | 3/20 | 3.36 it/sec | Loss 0.4974 | Reco 0.4974 | Nsdr 1.059
[2024-12-12 19:20:55,509][demucs.solver][INFO] - Valid | Epoch 771 | 4/20 | 3.51 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.106
[2024-12-12 19:20:55,737][demucs.solver][INFO] - Valid | Epoch 771 | 5/20 | 3.63 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.113
[2024-12-12 19:20:55,893][demucs.solver][INFO] - Valid | Epoch 771 | 6/20 | 3.87 it/sec | Loss 0.5179 | Reco 0.5179 | Nsdr 1.135
[2024-12-12 19:20:56,120][demucs.solver][INFO] - Valid | Epoch 771 | 7/20 | 3.93 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.157
[2024-12-12 19:20:56,300][demucs.solver][INFO] - Valid | Epoch 771 | 8/20 | 4.06 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.160
[2024-12-12 19:20:56,503][demucs.solver][INFO] - Valid | Epoch 771 | 9/20 | 4.13 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.186
[2024-12-12 19:20:56,701][demucs.solver][INFO] - Valid | Epoch 771 | 10/20 | 4.20 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.171
[2024-12-12 19:20:56,900][demucs.solver][INFO] - Valid | Epoch 771 | 11/20 | 4.26 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.170
[2024-12-12 19:20:57,125][demucs.solver][INFO] - Valid | Epoch 771 | 12/20 | 4.27 it/sec | Loss 0.5619 | Reco 0.5619 | Nsdr 1.152
[2024-12-12 19:20:57,352][demucs.solver][INFO] - Valid | Epoch 771 | 13/20 | 4.28 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.157
[2024-12-12 19:20:57,533][demucs.solver][INFO] - Valid | Epoch 771 | 14/20 | 4.35 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.165
[2024-12-12 19:20:57,737][demucs.solver][INFO] - Valid | Epoch 771 | 15/20 | 4.38 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.173
[2024-12-12 19:20:57,938][demucs.solver][INFO] - Valid | Epoch 771 | 16/20 | 4.41 it/sec | Loss 0.5722 | Reco 0.5722 | Nsdr 1.180
[2024-12-12 19:20:58,160][demucs.solver][INFO] - Valid | Epoch 771 | 17/20 | 4.42 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.183
[2024-12-12 19:20:58,358][demucs.solver][INFO] - Valid | Epoch 771 | 18/20 | 4.45 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.148
[2024-12-12 19:20:58,584][demucs.solver][INFO] - Valid | Epoch 771 | 19/20 | 4.44 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.161
[2024-12-12 19:20:58,986][demucs.solver][INFO] - Valid Summary | Epoch 771 | Loss=0.5433 | Reco=0.5433 | Nsdr=1.161 | Best=0.5289 | Bname=main
[2024-12-12 19:21:00,382][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:21:00,382][demucs.solver][INFO] - Training...
[2024-12-12 19:21:06,318][demucs.solver][INFO] - Train | Epoch 772 | 1/14 | 0.46 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 3.4580
[2024-12-12 19:21:07,008][demucs.solver][INFO] - Train | Epoch 772 | 2/14 | 0.60 it/sec | Loss 0.2592 | Reco 0.2592 | Grad 3.2440
[2024-12-12 19:21:07,681][demucs.solver][INFO] - Train | Epoch 772 | 3/14 | 0.70 it/sec | Loss 0.2650 | Reco 0.2650 | Grad 3.4628
[2024-12-12 19:21:10,243][demucs.solver][INFO] - Train | Epoch 772 | 4/14 | 0.61 it/sec | Loss 0.2564 | Reco 0.2564 | Grad 3.4507
[2024-12-12 19:21:10,904][demucs.solver][INFO] - Train | Epoch 772 | 5/14 | 0.67 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 3.3686
[2024-12-12 19:21:11,566][demucs.solver][INFO] - Train | Epoch 772 | 6/14 | 0.73 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 3.2120
[2024-12-12 19:21:12,234][demucs.solver][INFO] - Train | Epoch 772 | 7/14 | 0.78 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.9392
[2024-12-12 19:21:12,888][demucs.solver][INFO] - Train | Epoch 772 | 8/14 | 0.83 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 3.0156
[2024-12-12 19:21:13,541][demucs.solver][INFO] - Train | Epoch 772 | 9/14 | 0.87 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.7885
[2024-12-12 19:21:14,193][demucs.solver][INFO] - Train | Epoch 772 | 10/14 | 0.90 it/sec | Loss 0.2490 | Reco 0.2490 | Grad 2.7021
[2024-12-12 19:21:14,843][demucs.solver][INFO] - Train | Epoch 772 | 11/14 | 0.93 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 2.8120
[2024-12-12 19:21:15,494][demucs.solver][INFO] - Train | Epoch 772 | 12/14 | 0.96 it/sec | Loss 0.2494 | Reco 0.2494 | Grad 2.7709
[2024-12-12 19:21:16,146][demucs.solver][INFO] - Train | Epoch 772 | 13/14 | 0.99 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.8204
[2024-12-12 19:21:16,492][demucs.solver][INFO] - Train Summary | Epoch 772 | Loss=0.2496 | Reco=0.2496 | Grad=2.8204
[2024-12-12 19:21:16,493][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:21:16,493][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:21:18,894][demucs.solver][INFO] - Valid | Epoch 772 | 1/20 | 2.71 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.433
[2024-12-12 19:21:19,115][demucs.solver][INFO] - Valid | Epoch 772 | 2/20 | 3.13 it/sec | Loss 0.4419 | Reco 0.4419 | Nsdr 1.124
[2024-12-12 19:21:19,384][demucs.solver][INFO] - Valid | Epoch 772 | 3/20 | 3.26 it/sec | Loss 0.4852 | Reco 0.4852 | Nsdr 1.232
[2024-12-12 19:21:19,616][demucs.solver][INFO] - Valid | Epoch 772 | 4/20 | 3.43 it/sec | Loss 0.5008 | Reco 0.5008 | Nsdr 1.293
[2024-12-12 19:21:19,796][demucs.solver][INFO] - Valid | Epoch 772 | 5/20 | 3.66 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.298
[2024-12-12 19:21:20,002][demucs.solver][INFO] - Valid | Epoch 772 | 6/20 | 3.79 it/sec | Loss 0.5043 | Reco 0.5043 | Nsdr 1.320
[2024-12-12 19:21:20,157][demucs.solver][INFO] - Valid | Epoch 772 | 7/20 | 4.00 it/sec | Loss 0.5245 | Reco 0.5245 | Nsdr 1.347
[2024-12-12 19:21:20,384][demucs.solver][INFO] - Valid | Epoch 772 | 8/20 | 4.04 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.349
[2024-12-12 19:21:20,615][demucs.solver][INFO] - Valid | Epoch 772 | 9/20 | 4.07 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.377
[2024-12-12 19:21:20,771][demucs.solver][INFO] - Valid | Epoch 772 | 10/20 | 4.21 it/sec | Loss 0.5308 | Reco 0.5308 | Nsdr 1.359
[2024-12-12 19:21:20,997][demucs.solver][INFO] - Valid | Epoch 772 | 11/20 | 4.22 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.357
[2024-12-12 19:21:21,177][demucs.solver][INFO] - Valid | Epoch 772 | 12/20 | 4.30 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.334
[2024-12-12 19:21:21,378][demucs.solver][INFO] - Valid | Epoch 772 | 13/20 | 4.35 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.336
[2024-12-12 19:21:21,556][demucs.solver][INFO] - Valid | Epoch 772 | 14/20 | 4.41 it/sec | Loss 0.5529 | Reco 0.5529 | Nsdr 1.345
[2024-12-12 19:21:21,755][demucs.solver][INFO] - Valid | Epoch 772 | 15/20 | 4.45 it/sec | Loss 0.5539 | Reco 0.5539 | Nsdr 1.355
[2024-12-12 19:21:21,932][demucs.solver][INFO] - Valid | Epoch 772 | 16/20 | 4.50 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.361
[2024-12-12 19:21:22,131][demucs.solver][INFO] - Valid | Epoch 772 | 17/20 | 4.53 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.367
[2024-12-12 19:21:22,352][demucs.solver][INFO] - Valid | Epoch 772 | 18/20 | 4.53 it/sec | Loss 0.5312 | Reco 0.5312 | Nsdr 1.325
[2024-12-12 19:21:22,531][demucs.solver][INFO] - Valid | Epoch 772 | 19/20 | 4.57 it/sec | Loss 0.5295 | Reco 0.5295 | Nsdr 1.342
[2024-12-12 19:21:22,971][demucs.solver][INFO] - Valid Summary | Epoch 772 | Loss=0.5295 | Reco=0.5295 | Nsdr=1.342 | Best=0.5289 | Bname=main
[2024-12-12 19:21:24,403][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:21:24,404][demucs.solver][INFO] - Training...
[2024-12-12 19:21:33,560][demucs.solver][INFO] - Train | Epoch 773 | 1/14 | 0.26 it/sec | Loss 0.2639 | Reco 0.2639 | Grad 2.2234
[2024-12-12 19:21:34,283][demucs.solver][INFO] - Train | Epoch 773 | 2/14 | 0.36 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 3.0015
[2024-12-12 19:21:34,992][demucs.solver][INFO] - Train | Epoch 773 | 3/14 | 0.44 it/sec | Loss 0.2574 | Reco 0.2574 | Grad 2.5629
[2024-12-12 19:21:35,698][demucs.solver][INFO] - Train | Epoch 773 | 4/14 | 0.52 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 2.7302
[2024-12-12 19:21:36,369][demucs.solver][INFO] - Train | Epoch 773 | 5/14 | 0.58 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 2.5283
[2024-12-12 19:21:37,047][demucs.solver][INFO] - Train | Epoch 773 | 6/14 | 0.63 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 2.5466
[2024-12-12 19:21:37,715][demucs.solver][INFO] - Train | Epoch 773 | 7/14 | 0.68 it/sec | Loss 0.2473 | Reco 0.2473 | Grad 2.5000
[2024-12-12 19:21:38,548][demucs.solver][INFO] - Train | Epoch 773 | 8/14 | 0.72 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 2.3593
[2024-12-12 19:21:39,229][demucs.solver][INFO] - Train | Epoch 773 | 9/14 | 0.76 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 2.4864
[2024-12-12 19:21:39,913][demucs.solver][INFO] - Train | Epoch 773 | 10/14 | 0.79 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.3283
[2024-12-12 19:21:40,581][demucs.solver][INFO] - Train | Epoch 773 | 11/14 | 0.82 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.1586
[2024-12-12 19:21:41,242][demucs.solver][INFO] - Train | Epoch 773 | 12/14 | 0.85 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.0713
[2024-12-12 19:21:41,923][demucs.solver][INFO] - Train | Epoch 773 | 13/14 | 0.88 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.0686
[2024-12-12 19:21:42,300][demucs.solver][INFO] - Train Summary | Epoch 773 | Loss=0.2463 | Reco=0.2463 | Grad=2.0686
[2024-12-12 19:21:42,300][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:21:42,300][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:21:45,079][demucs.solver][INFO] - Valid | Epoch 773 | 1/20 | 1.80 it/sec | Loss 0.5815 | Reco 0.5815 | Nsdr 1.183
[2024-12-12 19:21:45,343][demucs.solver][INFO] - Valid | Epoch 773 | 2/20 | 2.18 it/sec | Loss 0.4560 | Reco 0.4560 | Nsdr 0.939
[2024-12-12 19:21:45,671][demucs.solver][INFO] - Valid | Epoch 773 | 3/20 | 2.35 it/sec | Loss 0.5015 | Reco 0.5015 | Nsdr 1.014
[2024-12-12 19:21:45,947][demucs.solver][INFO] - Valid | Epoch 773 | 4/20 | 2.53 it/sec | Loss 0.5186 | Reco 0.5186 | Nsdr 1.062
[2024-12-12 19:21:46,321][demucs.solver][INFO] - Valid | Epoch 773 | 5/20 | 2.55 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.066
[2024-12-12 19:21:46,540][demucs.solver][INFO] - Valid | Epoch 773 | 6/20 | 2.72 it/sec | Loss 0.5224 | Reco 0.5224 | Nsdr 1.088
[2024-12-12 19:21:47,073][demucs.solver][INFO] - Valid | Epoch 773 | 7/20 | 2.58 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.107
[2024-12-12 19:21:47,469][demucs.solver][INFO] - Valid | Epoch 773 | 8/20 | 2.57 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.106
[2024-12-12 19:21:47,912][demucs.solver][INFO] - Valid | Epoch 773 | 9/20 | 2.54 it/sec | Loss 0.5584 | Reco 0.5584 | Nsdr 1.127
[2024-12-12 19:21:48,432][demucs.solver][INFO] - Valid | Epoch 773 | 10/20 | 2.46 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.114
[2024-12-12 19:21:48,843][demucs.solver][INFO] - Valid | Epoch 773 | 11/20 | 2.46 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.115
[2024-12-12 19:21:49,181][demucs.solver][INFO] - Valid | Epoch 773 | 12/20 | 2.49 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.100
[2024-12-12 19:21:49,647][demucs.solver][INFO] - Valid | Epoch 773 | 13/20 | 2.47 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.107
[2024-12-12 19:21:49,941][demucs.solver][INFO] - Valid | Epoch 773 | 14/20 | 2.51 it/sec | Loss 0.5714 | Reco 0.5714 | Nsdr 1.116
[2024-12-12 19:21:50,164][demucs.solver][INFO] - Valid | Epoch 773 | 15/20 | 2.58 it/sec | Loss 0.5727 | Reco 0.5727 | Nsdr 1.123
[2024-12-12 19:21:50,384][demucs.solver][INFO] - Valid | Epoch 773 | 16/20 | 2.65 it/sec | Loss 0.5766 | Reco 0.5766 | Nsdr 1.131
[2024-12-12 19:21:50,587][demucs.solver][INFO] - Valid | Epoch 773 | 17/20 | 2.72 it/sec | Loss 0.5650 | Reco 0.5650 | Nsdr 1.133
[2024-12-12 19:21:50,811][demucs.solver][INFO] - Valid | Epoch 773 | 18/20 | 2.78 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.099
[2024-12-12 19:21:51,009][demucs.solver][INFO] - Valid | Epoch 773 | 19/20 | 2.84 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.110
[2024-12-12 19:21:51,449][demucs.solver][INFO] - Valid Summary | Epoch 773 | Loss=0.5477 | Reco=0.5477 | Nsdr=1.110 | Best=0.5289 | Bname=main
[2024-12-12 19:21:52,971][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:21:52,972][demucs.solver][INFO] - Training...
[2024-12-12 19:22:01,581][demucs.solver][INFO] - Train | Epoch 774 | 1/14 | 0.29 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.2617
[2024-12-12 19:22:04,070][demucs.solver][INFO] - Train | Epoch 774 | 2/14 | 0.32 it/sec | Loss 0.2380 | Reco 0.2380 | Grad 1.6258
[2024-12-12 19:22:04,738][demucs.solver][INFO] - Train | Epoch 774 | 3/14 | 0.40 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.1546
[2024-12-12 19:22:05,401][demucs.solver][INFO] - Train | Epoch 774 | 4/14 | 0.46 it/sec | Loss 0.2465 | Reco 0.2465 | Grad 1.9901
[2024-12-12 19:22:06,062][demucs.solver][INFO] - Train | Epoch 774 | 5/14 | 0.53 it/sec | Loss 0.2415 | Reco 0.2415 | Grad 1.8818
[2024-12-12 19:22:06,721][demucs.solver][INFO] - Train | Epoch 774 | 6/14 | 0.58 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.0874
[2024-12-12 19:22:07,382][demucs.solver][INFO] - Train | Epoch 774 | 7/14 | 0.63 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 1.9175
[2024-12-12 19:22:08,044][demucs.solver][INFO] - Train | Epoch 774 | 8/14 | 0.67 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.7465
[2024-12-12 19:22:08,708][demucs.solver][INFO] - Train | Epoch 774 | 9/14 | 0.71 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 1.8156
[2024-12-12 19:22:09,370][demucs.solver][INFO] - Train | Epoch 774 | 10/14 | 0.75 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.7062
[2024-12-12 19:22:10,023][demucs.solver][INFO] - Train | Epoch 774 | 11/14 | 0.78 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.8083
[2024-12-12 19:22:10,679][demucs.solver][INFO] - Train | Epoch 774 | 12/14 | 0.81 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 1.9906
[2024-12-12 19:22:11,333][demucs.solver][INFO] - Train | Epoch 774 | 13/14 | 0.84 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 2.0502
[2024-12-12 19:22:11,656][demucs.solver][INFO] - Train Summary | Epoch 774 | Loss=0.2421 | Reco=0.2421 | Grad=2.0502
[2024-12-12 19:22:11,657][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:22:11,657][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:22:14,250][demucs.solver][INFO] - Valid | Epoch 774 | 1/20 | 2.02 it/sec | Loss 0.5697 | Reco 0.5697 | Nsdr 1.322
[2024-12-12 19:22:14,453][demucs.solver][INFO] - Valid | Epoch 774 | 2/20 | 2.52 it/sec | Loss 0.4470 | Reco 0.4470 | Nsdr 1.044
[2024-12-12 19:22:14,757][demucs.solver][INFO] - Valid | Epoch 774 | 3/20 | 2.67 it/sec | Loss 0.4909 | Reco 0.4909 | Nsdr 1.137
[2024-12-12 19:22:15,606][demucs.solver][INFO] - Valid | Epoch 774 | 4/20 | 2.13 it/sec | Loss 0.5072 | Reco 0.5072 | Nsdr 1.191
[2024-12-12 19:22:16,539][demucs.solver][INFO] - Valid | Epoch 774 | 5/20 | 1.83 it/sec | Loss 0.5271 | Reco 0.5271 | Nsdr 1.194
[2024-12-12 19:22:17,300][demucs.solver][INFO] - Valid | Epoch 774 | 6/20 | 1.73 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.215
[2024-12-12 19:22:17,815][demucs.solver][INFO] - Valid | Epoch 774 | 7/20 | 1.76 it/sec | Loss 0.5316 | Reco 0.5316 | Nsdr 1.239
[2024-12-12 19:22:18,425][demucs.solver][INFO] - Valid | Epoch 774 | 8/20 | 1.74 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.238
[2024-12-12 19:22:18,664][demucs.solver][INFO] - Valid | Epoch 774 | 9/20 | 1.85 it/sec | Loss 0.5461 | Reco 0.5461 | Nsdr 1.262
[2024-12-12 19:22:18,892][demucs.solver][INFO] - Valid | Epoch 774 | 10/20 | 1.95 it/sec | Loss 0.5383 | Reco 0.5383 | Nsdr 1.248
[2024-12-12 19:22:19,047][demucs.solver][INFO] - Valid | Epoch 774 | 11/20 | 2.07 it/sec | Loss 0.5460 | Reco 0.5460 | Nsdr 1.248
[2024-12-12 19:22:19,251][demucs.solver][INFO] - Valid | Epoch 774 | 12/20 | 2.17 it/sec | Loss 0.5550 | Reco 0.5550 | Nsdr 1.229
[2024-12-12 19:22:19,408][demucs.solver][INFO] - Valid | Epoch 774 | 13/20 | 2.28 it/sec | Loss 0.5626 | Reco 0.5626 | Nsdr 1.234
[2024-12-12 19:22:19,588][demucs.solver][INFO] - Valid | Epoch 774 | 14/20 | 2.37 it/sec | Loss 0.5601 | Reco 0.5601 | Nsdr 1.242
[2024-12-12 19:22:19,790][demucs.solver][INFO] - Valid | Epoch 774 | 15/20 | 2.45 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.250
[2024-12-12 19:22:19,996][demucs.solver][INFO] - Valid | Epoch 774 | 16/20 | 2.52 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.258
[2024-12-12 19:22:20,199][demucs.solver][INFO] - Valid | Epoch 774 | 17/20 | 2.59 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.262
[2024-12-12 19:22:20,424][demucs.solver][INFO] - Valid | Epoch 774 | 18/20 | 2.65 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.224
[2024-12-12 19:22:20,578][demucs.solver][INFO] - Valid | Epoch 774 | 19/20 | 2.73 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.238
[2024-12-12 19:22:20,985][demucs.solver][INFO] - Valid Summary | Epoch 774 | Loss=0.5366 | Reco=0.5366 | Nsdr=1.238 | Best=0.5289 | Bname=main
[2024-12-12 19:22:22,391][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:22:22,392][demucs.solver][INFO] - Training...
[2024-12-12 19:22:31,028][demucs.solver][INFO] - Train | Epoch 775 | 1/14 | 0.29 it/sec | Loss 0.2681 | Reco 0.2681 | Grad 3.3167
[2024-12-12 19:22:31,715][demucs.solver][INFO] - Train | Epoch 775 | 2/14 | 0.39 it/sec | Loss 0.2562 | Reco 0.2562 | Grad 3.0069
[2024-12-12 19:22:32,384][demucs.solver][INFO] - Train | Epoch 775 | 3/14 | 0.48 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 2.3478
[2024-12-12 19:22:33,046][demucs.solver][INFO] - Train | Epoch 775 | 4/14 | 0.56 it/sec | Loss 0.2646 | Reco 0.2646 | Grad 2.2316
[2024-12-12 19:22:33,707][demucs.solver][INFO] - Train | Epoch 775 | 5/14 | 0.62 it/sec | Loss 0.2588 | Reco 0.2588 | Grad 2.3469
[2024-12-12 19:22:34,375][demucs.solver][INFO] - Train | Epoch 775 | 6/14 | 0.68 it/sec | Loss 0.2540 | Reco 0.2540 | Grad 2.3870
[2024-12-12 19:22:35,030][demucs.solver][INFO] - Train | Epoch 775 | 7/14 | 0.73 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 2.4852
[2024-12-12 19:22:35,684][demucs.solver][INFO] - Train | Epoch 775 | 8/14 | 0.78 it/sec | Loss 0.2530 | Reco 0.2530 | Grad 2.4278
[2024-12-12 19:22:36,336][demucs.solver][INFO] - Train | Epoch 775 | 9/14 | 0.82 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 2.5565
[2024-12-12 19:22:36,989][demucs.solver][INFO] - Train | Epoch 775 | 10/14 | 0.85 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 2.7550
[2024-12-12 19:22:37,644][demucs.solver][INFO] - Train | Epoch 775 | 11/14 | 0.89 it/sec | Loss 0.2553 | Reco 0.2553 | Grad 2.7660
[2024-12-12 19:22:38,299][demucs.solver][INFO] - Train | Epoch 775 | 12/14 | 0.92 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 2.5821
[2024-12-12 19:22:38,957][demucs.solver][INFO] - Train | Epoch 775 | 13/14 | 0.94 it/sec | Loss 0.2514 | Reco 0.2514 | Grad 2.6213
[2024-12-12 19:22:39,332][demucs.solver][INFO] - Train Summary | Epoch 775 | Loss=0.2514 | Reco=0.2514 | Grad=2.6213
[2024-12-12 19:22:39,332][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:22:39,332][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:22:43,034][demucs.solver][INFO] - Valid | Epoch 775 | 1/20 | 1.04 it/sec | Loss 0.5721 | Reco 0.5721 | Nsdr 1.287
[2024-12-12 19:22:43,709][demucs.solver][INFO] - Valid | Epoch 775 | 2/20 | 1.15 it/sec | Loss 0.4489 | Reco 0.4489 | Nsdr 1.020
[2024-12-12 19:22:44,423][demucs.solver][INFO] - Valid | Epoch 775 | 3/20 | 1.21 it/sec | Loss 0.4933 | Reco 0.4933 | Nsdr 1.106
[2024-12-12 19:22:44,654][demucs.solver][INFO] - Valid | Epoch 775 | 4/20 | 1.41 it/sec | Loss 0.5098 | Reco 0.5098 | Nsdr 1.153
[2024-12-12 19:22:44,877][demucs.solver][INFO] - Valid | Epoch 775 | 5/20 | 1.59 it/sec | Loss 0.5302 | Reco 0.5302 | Nsdr 1.150
[2024-12-12 19:22:45,183][demucs.solver][INFO] - Valid | Epoch 775 | 6/20 | 1.72 it/sec | Loss 0.5141 | Reco 0.5141 | Nsdr 1.172
[2024-12-12 19:22:45,758][demucs.solver][INFO] - Valid | Epoch 775 | 7/20 | 1.72 it/sec | Loss 0.5349 | Reco 0.5349 | Nsdr 1.194
[2024-12-12 19:22:46,274][demucs.solver][INFO] - Valid | Epoch 775 | 8/20 | 1.74 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.197
[2024-12-12 19:22:46,742][demucs.solver][INFO] - Valid | Epoch 775 | 9/20 | 1.78 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.221
[2024-12-12 19:22:47,137][demucs.solver][INFO] - Valid | Epoch 775 | 10/20 | 1.83 it/sec | Loss 0.5415 | Reco 0.5415 | Nsdr 1.208
[2024-12-12 19:22:47,469][demucs.solver][INFO] - Valid | Epoch 775 | 11/20 | 1.89 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.208
[2024-12-12 19:22:47,637][demucs.solver][INFO] - Valid | Epoch 775 | 12/20 | 1.99 it/sec | Loss 0.5580 | Reco 0.5580 | Nsdr 1.191
[2024-12-12 19:22:47,873][demucs.solver][INFO] - Valid | Epoch 775 | 13/20 | 2.07 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.195
[2024-12-12 19:22:48,256][demucs.solver][INFO] - Valid | Epoch 775 | 14/20 | 2.10 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.203
[2024-12-12 19:22:48,491][demucs.solver][INFO] - Valid | Epoch 775 | 15/20 | 2.17 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.210
[2024-12-12 19:22:48,663][demucs.solver][INFO] - Valid | Epoch 775 | 16/20 | 2.25 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.217
[2024-12-12 19:22:48,894][demucs.solver][INFO] - Valid | Epoch 775 | 17/20 | 2.31 it/sec | Loss 0.5567 | Reco 0.5567 | Nsdr 1.222
[2024-12-12 19:22:49,118][demucs.solver][INFO] - Valid | Epoch 775 | 18/20 | 2.37 it/sec | Loss 0.5411 | Reco 0.5411 | Nsdr 1.185
[2024-12-12 19:22:49,296][demucs.solver][INFO] - Valid | Epoch 775 | 19/20 | 2.44 it/sec | Loss 0.5394 | Reco 0.5394 | Nsdr 1.199
[2024-12-12 19:22:49,716][demucs.solver][INFO] - Valid Summary | Epoch 775 | Loss=0.5394 | Reco=0.5394 | Nsdr=1.199 | Best=0.5289 | Bname=main
[2024-12-12 19:22:51,153][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:22:51,154][demucs.solver][INFO] - Training...
[2024-12-12 19:22:59,837][demucs.solver][INFO] - Train | Epoch 776 | 1/14 | 0.28 it/sec | Loss 0.2193 | Reco 0.2193 | Grad 2.8850
[2024-12-12 19:23:02,466][demucs.solver][INFO] - Train | Epoch 776 | 2/14 | 0.31 it/sec | Loss 0.2300 | Reco 0.2300 | Grad 2.4715
[2024-12-12 19:23:03,166][demucs.solver][INFO] - Train | Epoch 776 | 3/14 | 0.39 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 2.2080
[2024-12-12 19:23:03,880][demucs.solver][INFO] - Train | Epoch 776 | 4/14 | 0.45 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.3096
[2024-12-12 19:23:04,542][demucs.solver][INFO] - Train | Epoch 776 | 5/14 | 0.51 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 2.4435
[2024-12-12 19:23:05,214][demucs.solver][INFO] - Train | Epoch 776 | 6/14 | 0.56 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 2.2418
[2024-12-12 19:23:05,884][demucs.solver][INFO] - Train | Epoch 776 | 7/14 | 0.61 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.0445
[2024-12-12 19:23:06,546][demucs.solver][INFO] - Train | Epoch 776 | 8/14 | 0.66 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.0881
[2024-12-12 19:23:07,208][demucs.solver][INFO] - Train | Epoch 776 | 9/14 | 0.69 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.1917
[2024-12-12 19:23:07,869][demucs.solver][INFO] - Train | Epoch 776 | 10/14 | 0.73 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.2094
[2024-12-12 19:23:08,531][demucs.solver][INFO] - Train | Epoch 776 | 11/14 | 0.76 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.1959
[2024-12-12 19:23:09,195][demucs.solver][INFO] - Train | Epoch 776 | 12/14 | 0.79 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 2.1562
[2024-12-12 19:23:09,972][demucs.solver][INFO] - Train | Epoch 776 | 13/14 | 0.82 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.1605
[2024-12-12 19:23:10,317][demucs.solver][INFO] - Train Summary | Epoch 776 | Loss=0.2441 | Reco=0.2441 | Grad=2.1605
[2024-12-12 19:23:10,318][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:23:10,318][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:23:12,722][demucs.solver][INFO] - Valid | Epoch 776 | 1/20 | 2.52 it/sec | Loss 0.5746 | Reco 0.5746 | Nsdr 1.253
[2024-12-12 19:23:13,273][demucs.solver][INFO] - Valid | Epoch 776 | 2/20 | 2.23 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 0.994
[2024-12-12 19:23:13,670][demucs.solver][INFO] - Valid | Epoch 776 | 3/20 | 2.30 it/sec | Loss 0.4960 | Reco 0.4960 | Nsdr 1.070
[2024-12-12 19:23:13,868][demucs.solver][INFO] - Valid | Epoch 776 | 4/20 | 2.58 it/sec | Loss 0.5126 | Reco 0.5126 | Nsdr 1.113
[2024-12-12 19:23:14,589][demucs.solver][INFO] - Valid | Epoch 776 | 5/20 | 2.25 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.105
[2024-12-12 19:23:15,088][demucs.solver][INFO] - Valid | Epoch 776 | 6/20 | 2.22 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.130
[2024-12-12 19:23:15,470][demucs.solver][INFO] - Valid | Epoch 776 | 7/20 | 2.26 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.150
[2024-12-12 19:23:15,992][demucs.solver][INFO] - Valid | Epoch 776 | 8/20 | 2.21 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.148
[2024-12-12 19:23:16,416][demucs.solver][INFO] - Valid | Epoch 776 | 9/20 | 2.23 it/sec | Loss 0.5525 | Reco 0.5525 | Nsdr 1.173
[2024-12-12 19:23:16,851][demucs.solver][INFO] - Valid | Epoch 776 | 10/20 | 2.23 it/sec | Loss 0.5445 | Reco 0.5445 | Nsdr 1.163
[2024-12-12 19:23:17,296][demucs.solver][INFO] - Valid | Epoch 776 | 11/20 | 2.24 it/sec | Loss 0.5519 | Reco 0.5519 | Nsdr 1.165
[2024-12-12 19:23:17,711][demucs.solver][INFO] - Valid | Epoch 776 | 12/20 | 2.25 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.148
[2024-12-12 19:23:18,129][demucs.solver][INFO] - Valid | Epoch 776 | 13/20 | 2.26 it/sec | Loss 0.5683 | Reco 0.5683 | Nsdr 1.153
[2024-12-12 19:23:18,513][demucs.solver][INFO] - Valid | Epoch 776 | 14/20 | 2.28 it/sec | Loss 0.5658 | Reco 0.5658 | Nsdr 1.161
[2024-12-12 19:23:18,937][demucs.solver][INFO] - Valid | Epoch 776 | 15/20 | 2.28 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.168
[2024-12-12 19:23:19,346][demucs.solver][INFO] - Valid | Epoch 776 | 16/20 | 2.29 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.176
[2024-12-12 19:23:19,752][demucs.solver][INFO] - Valid | Epoch 776 | 17/20 | 2.30 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.180
[2024-12-12 19:23:20,131][demucs.solver][INFO] - Valid | Epoch 776 | 18/20 | 2.32 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.145
[2024-12-12 19:23:20,547][demucs.solver][INFO] - Valid | Epoch 776 | 19/20 | 2.32 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.158
[2024-12-12 19:23:20,964][demucs.solver][INFO] - Valid Summary | Epoch 776 | Loss=0.5424 | Reco=0.5424 | Nsdr=1.158 | Best=0.5289 | Bname=main
[2024-12-12 19:23:22,341][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:23:22,341][demucs.solver][INFO] - Training...
[2024-12-12 19:23:36,256][demucs.solver][INFO] - Train | Epoch 777 | 1/14 | 0.16 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 0.5226
[2024-12-12 19:23:36,918][demucs.solver][INFO] - Train | Epoch 777 | 2/14 | 0.23 it/sec | Loss 0.2287 | Reco 0.2287 | Grad 0.7605
[2024-12-12 19:23:37,582][demucs.solver][INFO] - Train | Epoch 777 | 3/14 | 0.29 it/sec | Loss 0.2349 | Reco 0.2349 | Grad 1.2486
[2024-12-12 19:23:38,243][demucs.solver][INFO] - Train | Epoch 777 | 4/14 | 0.35 it/sec | Loss 0.2331 | Reco 0.2331 | Grad 1.5459
[2024-12-12 19:23:38,899][demucs.solver][INFO] - Train | Epoch 777 | 5/14 | 0.40 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.8534
[2024-12-12 19:23:39,550][demucs.solver][INFO] - Train | Epoch 777 | 6/14 | 0.45 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 2.2180
[2024-12-12 19:23:40,202][demucs.solver][INFO] - Train | Epoch 777 | 7/14 | 0.49 it/sec | Loss 0.2300 | Reco 0.2300 | Grad 2.3283
[2024-12-12 19:23:40,855][demucs.solver][INFO] - Train | Epoch 777 | 8/14 | 0.53 it/sec | Loss 0.2315 | Reco 0.2315 | Grad 2.3183
[2024-12-12 19:23:41,513][demucs.solver][INFO] - Train | Epoch 777 | 9/14 | 0.57 it/sec | Loss 0.2302 | Reco 0.2302 | Grad 2.1609
[2024-12-12 19:23:42,174][demucs.solver][INFO] - Train | Epoch 777 | 10/14 | 0.61 it/sec | Loss 0.2311 | Reco 0.2311 | Grad 2.0567
[2024-12-12 19:23:42,827][demucs.solver][INFO] - Train | Epoch 777 | 11/14 | 0.64 it/sec | Loss 0.2327 | Reco 0.2327 | Grad 2.1064
[2024-12-12 19:23:43,481][demucs.solver][INFO] - Train | Epoch 777 | 12/14 | 0.67 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 1.9803
[2024-12-12 19:23:44,136][demucs.solver][INFO] - Train | Epoch 777 | 13/14 | 0.70 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 1.8950
[2024-12-12 19:23:44,475][demucs.solver][INFO] - Train Summary | Epoch 777 | Loss=0.2345 | Reco=0.2345 | Grad=1.8950
[2024-12-12 19:23:44,476][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:23:44,476][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:23:47,597][demucs.solver][INFO] - Valid | Epoch 777 | 1/20 | 1.48 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.289
[2024-12-12 19:23:48,037][demucs.solver][INFO] - Valid | Epoch 777 | 2/20 | 1.67 it/sec | Loss 0.4492 | Reco 0.4492 | Nsdr 1.015
[2024-12-12 19:23:48,495][demucs.solver][INFO] - Valid | Epoch 777 | 3/20 | 1.78 it/sec | Loss 0.4944 | Reco 0.4944 | Nsdr 1.102
[2024-12-12 19:23:48,673][demucs.solver][INFO] - Valid | Epoch 777 | 4/20 | 2.06 it/sec | Loss 0.5103 | Reco 0.5103 | Nsdr 1.155
[2024-12-12 19:23:48,942][demucs.solver][INFO] - Valid | Epoch 777 | 5/20 | 2.22 it/sec | Loss 0.5298 | Reco 0.5298 | Nsdr 1.163
[2024-12-12 19:23:49,162][demucs.solver][INFO] - Valid | Epoch 777 | 6/20 | 2.40 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.188
[2024-12-12 19:23:49,505][demucs.solver][INFO] - Valid | Epoch 777 | 7/20 | 2.45 it/sec | Loss 0.5343 | Reco 0.5343 | Nsdr 1.212
[2024-12-12 19:23:49,800][demucs.solver][INFO] - Valid | Epoch 777 | 8/20 | 2.53 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.218
[2024-12-12 19:23:49,988][demucs.solver][INFO] - Valid | Epoch 777 | 9/20 | 2.67 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.245
[2024-12-12 19:23:50,191][demucs.solver][INFO] - Valid | Epoch 777 | 10/20 | 2.79 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.230
[2024-12-12 19:23:50,391][demucs.solver][INFO] - Valid | Epoch 777 | 11/20 | 2.89 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.229
[2024-12-12 19:23:50,618][demucs.solver][INFO] - Valid | Epoch 777 | 12/20 | 2.97 it/sec | Loss 0.5568 | Reco 0.5568 | Nsdr 1.212
[2024-12-12 19:23:50,844][demucs.solver][INFO] - Valid | Epoch 777 | 13/20 | 3.04 it/sec | Loss 0.5643 | Reco 0.5643 | Nsdr 1.216
[2024-12-12 19:23:51,050][demucs.solver][INFO] - Valid | Epoch 777 | 14/20 | 3.12 it/sec | Loss 0.5618 | Reco 0.5618 | Nsdr 1.225
[2024-12-12 19:23:51,229][demucs.solver][INFO] - Valid | Epoch 777 | 15/20 | 3.21 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.234
[2024-12-12 19:23:51,429][demucs.solver][INFO] - Valid | Epoch 777 | 16/20 | 3.28 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.240
[2024-12-12 19:23:51,605][demucs.solver][INFO] - Valid | Epoch 777 | 17/20 | 3.36 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.242
[2024-12-12 19:23:51,811][demucs.solver][INFO] - Valid | Epoch 777 | 18/20 | 3.41 it/sec | Loss 0.5401 | Reco 0.5401 | Nsdr 1.203
[2024-12-12 19:23:52,010][demucs.solver][INFO] - Valid | Epoch 777 | 19/20 | 3.47 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.218
[2024-12-12 19:23:52,432][demucs.solver][INFO] - Valid Summary | Epoch 777 | Loss=0.5385 | Reco=0.5385 | Nsdr=1.218 | Best=0.5289 | Bname=main
[2024-12-12 19:23:53,878][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:23:53,879][demucs.solver][INFO] - Training...
[2024-12-12 19:24:02,563][demucs.solver][INFO] - Train | Epoch 778 | 1/14 | 0.29 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 0.7993
[2024-12-12 19:24:03,663][demucs.solver][INFO] - Train | Epoch 778 | 2/14 | 0.37 it/sec | Loss 0.2542 | Reco 0.2542 | Grad 1.6253
[2024-12-12 19:24:04,340][demucs.solver][INFO] - Train | Epoch 778 | 3/14 | 0.46 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.3125
[2024-12-12 19:24:05,012][demucs.solver][INFO] - Train | Epoch 778 | 4/14 | 0.53 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.7192
[2024-12-12 19:24:05,681][demucs.solver][INFO] - Train | Epoch 778 | 5/14 | 0.60 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 1.5881
[2024-12-12 19:24:06,345][demucs.solver][INFO] - Train | Epoch 778 | 6/14 | 0.66 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 1.8306
[2024-12-12 19:24:07,008][demucs.solver][INFO] - Train | Epoch 778 | 7/14 | 0.71 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 1.9298
[2024-12-12 19:24:07,665][demucs.solver][INFO] - Train | Epoch 778 | 8/14 | 0.75 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.7652
[2024-12-12 19:24:08,321][demucs.solver][INFO] - Train | Epoch 778 | 9/14 | 0.79 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 1.7532
[2024-12-12 19:24:08,978][demucs.solver][INFO] - Train | Epoch 778 | 10/14 | 0.83 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.7216
[2024-12-12 19:24:09,641][demucs.solver][INFO] - Train | Epoch 778 | 11/14 | 0.86 it/sec | Loss 0.2475 | Reco 0.2475 | Grad 1.7651
[2024-12-12 19:24:10,297][demucs.solver][INFO] - Train | Epoch 778 | 12/14 | 0.89 it/sec | Loss 0.2467 | Reco 0.2467 | Grad 1.6617
[2024-12-12 19:24:10,950][demucs.solver][INFO] - Train | Epoch 778 | 13/14 | 0.92 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.7766
[2024-12-12 19:24:11,296][demucs.solver][INFO] - Train Summary | Epoch 778 | Loss=0.2506 | Reco=0.2506 | Grad=1.7766
[2024-12-12 19:24:11,296][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:24:11,297][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:24:14,165][demucs.solver][INFO] - Valid | Epoch 778 | 1/20 | 2.40 it/sec | Loss 0.5739 | Reco 0.5739 | Nsdr 1.273
[2024-12-12 19:24:14,335][demucs.solver][INFO] - Valid | Epoch 778 | 2/20 | 2.99 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.003
[2024-12-12 19:24:14,578][demucs.solver][INFO] - Valid | Epoch 778 | 3/20 | 3.21 it/sec | Loss 0.4956 | Reco 0.4956 | Nsdr 1.087
[2024-12-12 19:24:15,198][demucs.solver][INFO] - Valid | Epoch 778 | 4/20 | 2.68 it/sec | Loss 0.5118 | Reco 0.5118 | Nsdr 1.138
[2024-12-12 19:24:16,009][demucs.solver][INFO] - Valid | Epoch 778 | 5/20 | 2.24 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.144
[2024-12-12 19:24:16,885][demucs.solver][INFO] - Valid | Epoch 778 | 6/20 | 1.97 it/sec | Loss 0.5151 | Reco 0.5151 | Nsdr 1.169
[2024-12-12 19:24:17,512][demucs.solver][INFO] - Valid | Epoch 778 | 7/20 | 1.91 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.193
[2024-12-12 19:24:17,960][demucs.solver][INFO] - Valid | Epoch 778 | 8/20 | 1.94 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.196
[2024-12-12 19:24:18,364][demucs.solver][INFO] - Valid | Epoch 778 | 9/20 | 1.99 it/sec | Loss 0.5499 | Reco 0.5499 | Nsdr 1.223
[2024-12-12 19:24:18,804][demucs.solver][INFO] - Valid | Epoch 778 | 10/20 | 2.01 it/sec | Loss 0.5422 | Reco 0.5422 | Nsdr 1.208
[2024-12-12 19:24:19,080][demucs.solver][INFO] - Valid | Epoch 778 | 11/20 | 2.09 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.209
[2024-12-12 19:24:19,378][demucs.solver][INFO] - Valid | Epoch 778 | 12/20 | 2.15 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.192
[2024-12-12 19:24:19,679][demucs.solver][INFO] - Valid | Epoch 778 | 13/20 | 2.21 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.196
[2024-12-12 19:24:19,888][demucs.solver][INFO] - Valid | Epoch 778 | 14/20 | 2.29 it/sec | Loss 0.5636 | Reco 0.5636 | Nsdr 1.206
[2024-12-12 19:24:20,113][demucs.solver][INFO] - Valid | Epoch 778 | 15/20 | 2.36 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.214
[2024-12-12 19:24:20,360][demucs.solver][INFO] - Valid | Epoch 778 | 16/20 | 2.42 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.221
[2024-12-12 19:24:20,580][demucs.solver][INFO] - Valid | Epoch 778 | 17/20 | 2.48 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.223
[2024-12-12 19:24:20,779][demucs.solver][INFO] - Valid | Epoch 778 | 18/20 | 2.55 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.186
[2024-12-12 19:24:20,977][demucs.solver][INFO] - Valid | Epoch 778 | 19/20 | 2.62 it/sec | Loss 0.5402 | Reco 0.5402 | Nsdr 1.199
[2024-12-12 19:24:21,381][demucs.solver][INFO] - Valid Summary | Epoch 778 | Loss=0.5402 | Reco=0.5402 | Nsdr=1.199 | Best=0.5289 | Bname=main
[2024-12-12 19:24:22,815][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:24:22,816][demucs.solver][INFO] - Training...
[2024-12-12 19:24:30,545][demucs.solver][INFO] - Train | Epoch 779 | 1/14 | 0.33 it/sec | Loss 0.2616 | Reco 0.2616 | Grad 1.3911
[2024-12-12 19:24:31,211][demucs.solver][INFO] - Train | Epoch 779 | 2/14 | 0.44 it/sec | Loss 0.2696 | Reco 0.2696 | Grad 2.1101
[2024-12-12 19:24:32,827][demucs.solver][INFO] - Train | Epoch 779 | 3/14 | 0.48 it/sec | Loss 0.2610 | Reco 0.2610 | Grad 2.2592
[2024-12-12 19:24:33,492][demucs.solver][INFO] - Train | Epoch 779 | 4/14 | 0.55 it/sec | Loss 0.2615 | Reco 0.2615 | Grad 1.9117
[2024-12-12 19:24:34,151][demucs.solver][INFO] - Train | Epoch 779 | 5/14 | 0.62 it/sec | Loss 0.2601 | Reco 0.2601 | Grad 1.8201
[2024-12-12 19:24:34,817][demucs.solver][INFO] - Train | Epoch 779 | 6/14 | 0.67 it/sec | Loss 0.2512 | Reco 0.2512 | Grad 1.9262
[2024-12-12 19:24:35,474][demucs.solver][INFO] - Train | Epoch 779 | 7/14 | 0.72 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.9951
[2024-12-12 19:24:36,127][demucs.solver][INFO] - Train | Epoch 779 | 8/14 | 0.77 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.9582
[2024-12-12 19:24:36,786][demucs.solver][INFO] - Train | Epoch 779 | 9/14 | 0.81 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.8116
[2024-12-12 19:24:37,444][demucs.solver][INFO] - Train | Epoch 779 | 10/14 | 0.85 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 1.8621
[2024-12-12 19:24:38,102][demucs.solver][INFO] - Train | Epoch 779 | 11/14 | 0.88 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 1.8745
[2024-12-12 19:24:38,758][demucs.solver][INFO] - Train | Epoch 779 | 12/14 | 0.91 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 2.0280
[2024-12-12 19:24:42,093][demucs.solver][INFO] - Train | Epoch 779 | 13/14 | 0.79 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 1.8925
[2024-12-12 19:24:42,442][demucs.solver][INFO] - Train Summary | Epoch 779 | Loss=0.2376 | Reco=0.2376 | Grad=1.8925
[2024-12-12 19:24:42,443][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:24:42,443][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:24:45,672][demucs.solver][INFO] - Valid | Epoch 779 | 1/20 | 1.23 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.331
[2024-12-12 19:24:46,114][demucs.solver][INFO] - Valid | Epoch 779 | 2/20 | 1.45 it/sec | Loss 0.4476 | Reco 0.4476 | Nsdr 1.049
[2024-12-12 19:24:46,619][demucs.solver][INFO] - Valid | Epoch 779 | 3/20 | 1.56 it/sec | Loss 0.4916 | Reco 0.4916 | Nsdr 1.147
[2024-12-12 19:24:46,949][demucs.solver][INFO] - Valid | Epoch 779 | 4/20 | 1.73 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.201
[2024-12-12 19:24:47,570][demucs.solver][INFO] - Valid | Epoch 779 | 5/20 | 1.71 it/sec | Loss 0.5272 | Reco 0.5272 | Nsdr 1.209
[2024-12-12 19:24:47,892][demucs.solver][INFO] - Valid | Epoch 779 | 6/20 | 1.82 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.232
[2024-12-12 19:24:48,148][demucs.solver][INFO] - Valid | Epoch 779 | 7/20 | 1.95 it/sec | Loss 0.5315 | Reco 0.5315 | Nsdr 1.259
[2024-12-12 19:24:48,531][demucs.solver][INFO] - Valid | Epoch 779 | 8/20 | 2.01 it/sec | Loss 0.5475 | Reco 0.5475 | Nsdr 1.263
[2024-12-12 19:24:49,046][demucs.solver][INFO] - Valid | Epoch 779 | 9/20 | 2.00 it/sec | Loss 0.5453 | Reco 0.5453 | Nsdr 1.290
[2024-12-12 19:24:49,332][demucs.solver][INFO] - Valid | Epoch 779 | 10/20 | 2.08 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.274
[2024-12-12 19:24:49,811][demucs.solver][INFO] - Valid | Epoch 779 | 11/20 | 2.08 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.272
[2024-12-12 19:24:50,182][demucs.solver][INFO] - Valid | Epoch 779 | 12/20 | 2.12 it/sec | Loss 0.5544 | Reco 0.5544 | Nsdr 1.252
[2024-12-12 19:24:50,589][demucs.solver][INFO] - Valid | Epoch 779 | 13/20 | 2.14 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.257
[2024-12-12 19:24:50,870][demucs.solver][INFO] - Valid | Epoch 779 | 14/20 | 2.20 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.267
[2024-12-12 19:24:51,146][demucs.solver][INFO] - Valid | Epoch 779 | 15/20 | 2.26 it/sec | Loss 0.5606 | Reco 0.5606 | Nsdr 1.275
[2024-12-12 19:24:51,352][demucs.solver][INFO] - Valid | Epoch 779 | 16/20 | 2.33 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.283
[2024-12-12 19:24:51,654][demucs.solver][INFO] - Valid | Epoch 779 | 17/20 | 2.37 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.285
[2024-12-12 19:24:51,984][demucs.solver][INFO] - Valid | Epoch 779 | 18/20 | 2.40 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.245
[2024-12-12 19:24:52,162][demucs.solver][INFO] - Valid | Epoch 779 | 19/20 | 2.47 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.260
[2024-12-12 19:24:52,552][demucs.solver][INFO] - Valid Summary | Epoch 779 | Loss=0.5362 | Reco=0.5362 | Nsdr=1.260 | Best=0.5289 | Bname=main
[2024-12-12 19:24:54,168][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:24:54,168][demucs.solver][INFO] - Training...
[2024-12-12 19:24:59,777][demucs.solver][INFO] - Train | Epoch 780 | 1/14 | 0.51 it/sec | Loss 0.2270 | Reco 0.2270 | Grad 1.5314
[2024-12-12 19:25:01,233][demucs.solver][INFO] - Train | Epoch 780 | 2/14 | 0.56 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 2.0880
[2024-12-12 19:25:01,927][demucs.solver][INFO] - Train | Epoch 780 | 3/14 | 0.66 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 2.2745
[2024-12-12 19:25:02,602][demucs.solver][INFO] - Train | Epoch 780 | 4/14 | 0.75 it/sec | Loss 0.2522 | Reco 0.2522 | Grad 1.8712
[2024-12-12 19:25:03,271][demucs.solver][INFO] - Train | Epoch 780 | 5/14 | 0.81 it/sec | Loss 0.2492 | Reco 0.2492 | Grad 1.7067
[2024-12-12 19:25:03,941][demucs.solver][INFO] - Train | Epoch 780 | 6/14 | 0.87 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.7175
[2024-12-12 19:25:04,611][demucs.solver][INFO] - Train | Epoch 780 | 7/14 | 0.92 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.5691
[2024-12-12 19:25:05,274][demucs.solver][INFO] - Train | Epoch 780 | 8/14 | 0.96 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.6101
[2024-12-12 19:25:05,936][demucs.solver][INFO] - Train | Epoch 780 | 9/14 | 1.00 it/sec | Loss 0.2469 | Reco 0.2469 | Grad 1.4915
[2024-12-12 19:25:06,598][demucs.solver][INFO] - Train | Epoch 780 | 10/14 | 1.03 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.5379
[2024-12-12 19:25:07,263][demucs.solver][INFO] - Train | Epoch 780 | 11/14 | 1.06 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.5489
[2024-12-12 19:25:08,076][demucs.solver][INFO] - Train | Epoch 780 | 12/14 | 1.07 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.5196
[2024-12-12 19:25:08,730][demucs.solver][INFO] - Train | Epoch 780 | 13/14 | 1.09 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.6084
[2024-12-12 19:25:09,067][demucs.solver][INFO] - Train Summary | Epoch 780 | Loss=0.2400 | Reco=0.2400 | Grad=1.6084
[2024-12-12 19:25:09,068][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:25:09,068][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:25:11,774][demucs.solver][INFO] - Valid | Epoch 780 | 1/20 | 1.78 it/sec | Loss 0.5738 | Reco 0.5738 | Nsdr 1.296
[2024-12-12 19:25:12,117][demucs.solver][INFO] - Valid | Epoch 780 | 2/20 | 2.04 it/sec | Loss 0.4503 | Reco 0.4503 | Nsdr 1.020
[2024-12-12 19:25:12,355][demucs.solver][INFO] - Valid | Epoch 780 | 3/20 | 2.34 it/sec | Loss 0.4947 | Reco 0.4947 | Nsdr 1.117
[2024-12-12 19:25:12,508][demucs.solver][INFO] - Valid | Epoch 780 | 4/20 | 2.69 it/sec | Loss 0.5110 | Reco 0.5110 | Nsdr 1.170
[2024-12-12 19:25:12,736][demucs.solver][INFO] - Valid | Epoch 780 | 5/20 | 2.87 it/sec | Loss 0.5307 | Reco 0.5307 | Nsdr 1.174
[2024-12-12 19:25:12,940][demucs.solver][INFO] - Valid | Epoch 780 | 6/20 | 3.05 it/sec | Loss 0.5145 | Reco 0.5145 | Nsdr 1.197
[2024-12-12 19:25:13,167][demucs.solver][INFO] - Valid | Epoch 780 | 7/20 | 3.18 it/sec | Loss 0.5351 | Reco 0.5351 | Nsdr 1.223
[2024-12-12 19:25:13,394][demucs.solver][INFO] - Valid | Epoch 780 | 8/20 | 3.28 it/sec | Loss 0.5511 | Reco 0.5511 | Nsdr 1.229
[2024-12-12 19:25:13,598][demucs.solver][INFO] - Valid | Epoch 780 | 9/20 | 3.39 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.254
[2024-12-12 19:25:13,801][demucs.solver][INFO] - Valid | Epoch 780 | 10/20 | 3.49 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.237
[2024-12-12 19:25:13,979][demucs.solver][INFO] - Valid | Epoch 780 | 11/20 | 3.60 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.235
[2024-12-12 19:25:14,211][demucs.solver][INFO] - Valid | Epoch 780 | 12/20 | 3.65 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.216
[2024-12-12 19:25:14,391][demucs.solver][INFO] - Valid | Epoch 780 | 13/20 | 3.74 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.222
[2024-12-12 19:25:14,570][demucs.solver][INFO] - Valid | Epoch 780 | 14/20 | 3.82 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.231
[2024-12-12 19:25:14,794][demucs.solver][INFO] - Valid | Epoch 780 | 15/20 | 3.86 it/sec | Loss 0.5641 | Reco 0.5641 | Nsdr 1.239
[2024-12-12 19:25:14,995][demucs.solver][INFO] - Valid | Epoch 780 | 16/20 | 3.91 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.246
[2024-12-12 19:25:15,192][demucs.solver][INFO] - Valid | Epoch 780 | 17/20 | 3.96 it/sec | Loss 0.5566 | Reco 0.5566 | Nsdr 1.249
[2024-12-12 19:25:15,394][demucs.solver][INFO] - Valid | Epoch 780 | 18/20 | 4.00 it/sec | Loss 0.5412 | Reco 0.5412 | Nsdr 1.209
[2024-12-12 19:25:15,615][demucs.solver][INFO] - Valid | Epoch 780 | 19/20 | 4.03 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.223
[2024-12-12 19:25:16,119][demucs.solver][INFO] - Valid Summary | Epoch 780 | Loss=0.5396 | Reco=0.5396 | Nsdr=1.223 | Best=0.5289 | Bname=main
[2024-12-12 19:25:16,120][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:25:16,120][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 19:25:30,316][demucs.evaluate][INFO] - Eval | 1/20 | 0.28 it/sec
[2024-12-12 19:25:34,045][demucs.evaluate][INFO] - Eval | 2/20 | 0.27 it/sec
[2024-12-12 19:25:37,589][demucs.evaluate][INFO] - Eval | 3/20 | 0.28 it/sec
[2024-12-12 19:25:41,212][demucs.evaluate][INFO] - Eval | 4/20 | 0.28 it/sec
[2024-12-12 19:25:44,807][demucs.evaluate][INFO] - Eval | 5/20 | 0.28 it/sec
[2024-12-12 19:25:48,596][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 19:25:52,183][demucs.evaluate][INFO] - Eval | 7/20 | 0.28 it/sec
[2024-12-12 19:25:55,820][demucs.evaluate][INFO] - Eval | 8/20 | 0.28 it/sec
[2024-12-12 19:25:59,411][demucs.evaluate][INFO] - Eval | 9/20 | 0.28 it/sec
[2024-12-12 19:26:03,007][demucs.evaluate][INFO] - Eval | 10/20 | 0.28 it/sec
[2024-12-12 19:26:06,763][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 19:26:10,537][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 19:26:14,139][demucs.evaluate][INFO] - Eval | 13/20 | 0.27 it/sec
[2024-12-12 19:26:17,780][demucs.evaluate][INFO] - Eval | 14/20 | 0.27 it/sec
[2024-12-12 19:26:21,371][demucs.evaluate][INFO] - Eval | 15/20 | 0.27 it/sec
[2024-12-12 19:26:24,982][demucs.evaluate][INFO] - Eval | 16/20 | 0.27 it/sec
[2024-12-12 19:26:28,696][demucs.evaluate][INFO] - Eval | 17/20 | 0.27 it/sec
[2024-12-12 19:26:32,254][demucs.evaluate][INFO] - Eval | 18/20 | 0.27 it/sec
[2024-12-12 19:26:35,897][demucs.evaluate][INFO] - Eval | 19/20 | 0.27 it/sec
[2024-12-12 19:26:35,914][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 127.43 it/sec
[2024-12-12 19:26:35,926][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 107.79 it/sec
[2024-12-12 19:26:35,933][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 113.94 it/sec
[2024-12-12 19:26:35,941][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 116.98 it/sec
[2024-12-12 19:26:35,951][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 113.25 it/sec
[2024-12-12 19:26:35,960][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 112.25 it/sec
[2024-12-12 19:26:35,968][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 114.59 it/sec
[2024-12-12 19:26:35,975][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 116.30 it/sec
[2024-12-12 19:26:35,984][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 116.39 it/sec
[2024-12-12 19:26:35,991][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 117.94 it/sec
[2024-12-12 19:26:36,002][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 115.20 it/sec
[2024-12-12 19:26:36,011][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 115.09 it/sec
[2024-12-12 19:26:36,022][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 112.78 it/sec
[2024-12-12 19:26:36,029][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 114.04 it/sec
[2024-12-12 19:26:36,037][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 114.74 it/sec
[2024-12-12 19:26:36,046][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 114.88 it/sec
[2024-12-12 19:26:36,054][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 115.71 it/sec
[2024-12-12 19:26:36,066][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 113.02 it/sec
[2024-12-12 19:26:36,075][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 113.23 it/sec
[2024-12-12 19:26:36,148][demucs.solver][INFO] - Test Summary | Epoch 780 | Nsdr=1.113 | Nsdr_drums=1.100 | Nsdr_bass=1.123 | Nsdr_other=1.106 | Nsdr_vocals=1.121
[2024-12-12 19:26:37,508][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:26:37,509][demucs.solver][INFO] - Training...
[2024-12-12 19:26:47,808][demucs.solver][INFO] - Train | Epoch 781 | 1/14 | 0.24 it/sec | Loss 0.2251 | Reco 0.2251 | Grad 1.8480
[2024-12-12 19:26:48,476][demucs.solver][INFO] - Train | Epoch 781 | 2/14 | 0.33 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.8529
[2024-12-12 19:26:49,150][demucs.solver][INFO] - Train | Epoch 781 | 3/14 | 0.41 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.6792
[2024-12-12 19:26:49,813][demucs.solver][INFO] - Train | Epoch 781 | 4/14 | 0.48 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.5735
[2024-12-12 19:26:50,474][demucs.solver][INFO] - Train | Epoch 781 | 5/14 | 0.54 it/sec | Loss 0.2303 | Reco 0.2303 | Grad 1.4796
[2024-12-12 19:26:51,128][demucs.solver][INFO] - Train | Epoch 781 | 6/14 | 0.60 it/sec | Loss 0.2317 | Reco 0.2317 | Grad 1.6257
[2024-12-12 19:26:51,788][demucs.solver][INFO] - Train | Epoch 781 | 7/14 | 0.64 it/sec | Loss 0.2304 | Reco 0.2304 | Grad 1.4728
[2024-12-12 19:26:52,446][demucs.solver][INFO] - Train | Epoch 781 | 8/14 | 0.69 it/sec | Loss 0.2313 | Reco 0.2313 | Grad 1.5530
[2024-12-12 19:26:53,113][demucs.solver][INFO] - Train | Epoch 781 | 9/14 | 0.73 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 1.6665
[2024-12-12 19:26:53,776][demucs.solver][INFO] - Train | Epoch 781 | 10/14 | 0.76 it/sec | Loss 0.2356 | Reco 0.2356 | Grad 1.6865
[2024-12-12 19:26:54,434][demucs.solver][INFO] - Train | Epoch 781 | 11/14 | 0.80 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 1.8873
[2024-12-12 19:26:55,095][demucs.solver][INFO] - Train | Epoch 781 | 12/14 | 0.83 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 1.8318
[2024-12-12 19:26:56,716][demucs.solver][INFO] - Train | Epoch 781 | 13/14 | 0.81 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 1.7837
[2024-12-12 19:26:57,065][demucs.solver][INFO] - Train Summary | Epoch 781 | Loss=0.2329 | Reco=0.2329 | Grad=1.7837
[2024-12-12 19:26:57,066][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:26:57,066][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:26:59,875][demucs.solver][INFO] - Valid | Epoch 781 | 1/20 | 1.81 it/sec | Loss 0.5748 | Reco 0.5748 | Nsdr 1.268
[2024-12-12 19:27:00,276][demucs.solver][INFO] - Valid | Epoch 781 | 2/20 | 1.99 it/sec | Loss 0.4505 | Reco 0.4505 | Nsdr 1.010
[2024-12-12 19:27:00,494][demucs.solver][INFO] - Valid | Epoch 781 | 3/20 | 2.32 it/sec | Loss 0.4957 | Reco 0.4957 | Nsdr 1.086
[2024-12-12 19:27:00,714][demucs.solver][INFO] - Valid | Epoch 781 | 4/20 | 2.57 it/sec | Loss 0.5125 | Reco 0.5125 | Nsdr 1.134
[2024-12-12 19:27:01,023][demucs.solver][INFO] - Valid | Epoch 781 | 5/20 | 2.67 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.134
[2024-12-12 19:27:01,504][demucs.solver][INFO] - Valid | Epoch 781 | 6/20 | 2.56 it/sec | Loss 0.5165 | Reco 0.5165 | Nsdr 1.156
[2024-12-12 19:27:02,142][demucs.solver][INFO] - Valid | Epoch 781 | 7/20 | 2.37 it/sec | Loss 0.5376 | Reco 0.5376 | Nsdr 1.176
[2024-12-12 19:27:02,568][demucs.solver][INFO] - Valid | Epoch 781 | 8/20 | 2.37 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.177
[2024-12-12 19:27:02,876][demucs.solver][INFO] - Valid | Epoch 781 | 9/20 | 2.44 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.199
[2024-12-12 19:27:03,333][demucs.solver][INFO] - Valid | Epoch 781 | 10/20 | 2.41 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.186
[2024-12-12 19:27:03,855][demucs.solver][INFO] - Valid | Epoch 781 | 11/20 | 2.36 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.187
[2024-12-12 19:27:04,397][demucs.solver][INFO] - Valid | Epoch 781 | 12/20 | 2.31 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.169
[2024-12-12 19:27:04,894][demucs.solver][INFO] - Valid | Epoch 781 | 13/20 | 2.29 it/sec | Loss 0.5682 | Reco 0.5682 | Nsdr 1.176
[2024-12-12 19:27:05,305][demucs.solver][INFO] - Valid | Epoch 781 | 14/20 | 2.30 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.184
[2024-12-12 19:27:05,905][demucs.solver][INFO] - Valid | Epoch 781 | 15/20 | 2.24 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.191
[2024-12-12 19:27:06,615][demucs.solver][INFO] - Valid | Epoch 781 | 16/20 | 2.17 it/sec | Loss 0.5708 | Reco 0.5708 | Nsdr 1.199
[2024-12-12 19:27:07,061][demucs.solver][INFO] - Valid | Epoch 781 | 17/20 | 2.17 it/sec | Loss 0.5593 | Reco 0.5593 | Nsdr 1.203
[2024-12-12 19:27:07,441][demucs.solver][INFO] - Valid | Epoch 781 | 18/20 | 2.19 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.168
[2024-12-12 19:27:08,328][demucs.solver][INFO] - Valid | Epoch 781 | 19/20 | 2.09 it/sec | Loss 0.5423 | Reco 0.5423 | Nsdr 1.179
[2024-12-12 19:27:08,737][demucs.solver][INFO] - Valid Summary | Epoch 781 | Loss=0.5423 | Reco=0.5423 | Nsdr=1.179 | Best=0.5289 | Bname=main
[2024-12-12 19:27:10,118][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:27:10,118][demucs.solver][INFO] - Training...
[2024-12-12 19:27:17,550][demucs.solver][INFO] - Train | Epoch 782 | 1/14 | 0.35 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.1016
[2024-12-12 19:27:18,240][demucs.solver][INFO] - Train | Epoch 782 | 2/14 | 0.47 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 1.8919
[2024-12-12 19:27:18,925][demucs.solver][INFO] - Train | Epoch 782 | 3/14 | 0.56 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 1.7942
[2024-12-12 19:27:19,592][demucs.solver][INFO] - Train | Epoch 782 | 4/14 | 0.64 it/sec | Loss 0.2509 | Reco 0.2509 | Grad 1.9856
[2024-12-12 19:27:20,262][demucs.solver][INFO] - Train | Epoch 782 | 5/14 | 0.71 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 2.0176
[2024-12-12 19:27:20,931][demucs.solver][INFO] - Train | Epoch 782 | 6/14 | 0.77 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 1.9467
[2024-12-12 19:27:21,587][demucs.solver][INFO] - Train | Epoch 782 | 7/14 | 0.82 it/sec | Loss 0.2435 | Reco 0.2435 | Grad 2.0603
[2024-12-12 19:27:22,239][demucs.solver][INFO] - Train | Epoch 782 | 8/14 | 0.86 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.1942
[2024-12-12 19:27:22,894][demucs.solver][INFO] - Train | Epoch 782 | 9/14 | 0.90 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 2.0124
[2024-12-12 19:27:23,551][demucs.solver][INFO] - Train | Epoch 782 | 10/14 | 0.94 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.1409
[2024-12-12 19:27:24,206][demucs.solver][INFO] - Train | Epoch 782 | 11/14 | 0.97 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 2.0923
[2024-12-12 19:27:24,860][demucs.solver][INFO] - Train | Epoch 782 | 12/14 | 1.00 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.1165
[2024-12-12 19:27:25,514][demucs.solver][INFO] - Train | Epoch 782 | 13/14 | 1.02 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 2.0199
[2024-12-12 19:27:25,849][demucs.solver][INFO] - Train Summary | Epoch 782 | Loss=0.2417 | Reco=0.2417 | Grad=2.0199
[2024-12-12 19:27:25,849][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:27:25,849][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:27:28,261][demucs.solver][INFO] - Valid | Epoch 782 | 1/20 | 4.23 it/sec | Loss 0.5726 | Reco 0.5726 | Nsdr 1.311
[2024-12-12 19:27:28,551][demucs.solver][INFO] - Valid | Epoch 782 | 2/20 | 3.93 it/sec | Loss 0.4495 | Reco 0.4495 | Nsdr 1.028
[2024-12-12 19:27:28,813][demucs.solver][INFO] - Valid | Epoch 782 | 3/20 | 3.91 it/sec | Loss 0.4940 | Reco 0.4940 | Nsdr 1.127
[2024-12-12 19:27:29,073][demucs.solver][INFO] - Valid | Epoch 782 | 4/20 | 3.89 it/sec | Loss 0.5101 | Reco 0.5101 | Nsdr 1.183
[2024-12-12 19:27:29,280][demucs.solver][INFO] - Valid | Epoch 782 | 5/20 | 4.02 it/sec | Loss 0.5297 | Reco 0.5297 | Nsdr 1.183
[2024-12-12 19:27:29,488][demucs.solver][INFO] - Valid | Epoch 782 | 6/20 | 4.12 it/sec | Loss 0.5135 | Reco 0.5135 | Nsdr 1.207
[2024-12-12 19:27:29,691][demucs.solver][INFO] - Valid | Epoch 782 | 7/20 | 4.20 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.233
[2024-12-12 19:27:29,872][demucs.solver][INFO] - Valid | Epoch 782 | 8/20 | 4.32 it/sec | Loss 0.5503 | Reco 0.5503 | Nsdr 1.232
[2024-12-12 19:27:30,076][demucs.solver][INFO] - Valid | Epoch 782 | 9/20 | 4.37 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.259
[2024-12-12 19:27:30,276][demucs.solver][INFO] - Valid | Epoch 782 | 10/20 | 4.42 it/sec | Loss 0.5405 | Reco 0.5405 | Nsdr 1.243
[2024-12-12 19:27:30,479][demucs.solver][INFO] - Valid | Epoch 782 | 11/20 | 4.46 it/sec | Loss 0.5481 | Reco 0.5481 | Nsdr 1.242
[2024-12-12 19:27:30,685][demucs.solver][INFO] - Valid | Epoch 782 | 12/20 | 4.49 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.221
[2024-12-12 19:27:30,889][demucs.solver][INFO] - Valid | Epoch 782 | 13/20 | 4.51 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.226
[2024-12-12 19:27:31,091][demucs.solver][INFO] - Valid | Epoch 782 | 14/20 | 4.54 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.236
[2024-12-12 19:27:31,294][demucs.solver][INFO] - Valid | Epoch 782 | 15/20 | 4.56 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.244
[2024-12-12 19:27:31,496][demucs.solver][INFO] - Valid | Epoch 782 | 16/20 | 4.59 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.251
[2024-12-12 19:27:31,699][demucs.solver][INFO] - Valid | Epoch 782 | 17/20 | 4.60 it/sec | Loss 0.5557 | Reco 0.5557 | Nsdr 1.256
[2024-12-12 19:27:31,922][demucs.solver][INFO] - Valid | Epoch 782 | 18/20 | 4.60 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.217
[2024-12-12 19:27:32,098][demucs.solver][INFO] - Valid | Epoch 782 | 19/20 | 4.64 it/sec | Loss 0.5385 | Reco 0.5385 | Nsdr 1.234
[2024-12-12 19:27:32,488][demucs.solver][INFO] - Valid Summary | Epoch 782 | Loss=0.5385 | Reco=0.5385 | Nsdr=1.234 | Best=0.5289 | Bname=main
[2024-12-12 19:27:33,865][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:27:33,866][demucs.solver][INFO] - Training...
[2024-12-12 19:27:44,125][demucs.solver][INFO] - Train | Epoch 783 | 1/14 | 0.23 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 1.8959
[2024-12-12 19:27:44,794][demucs.solver][INFO] - Train | Epoch 783 | 2/14 | 0.32 it/sec | Loss 0.2608 | Reco 0.2608 | Grad 1.9217
[2024-12-12 19:27:45,464][demucs.solver][INFO] - Train | Epoch 783 | 3/14 | 0.40 it/sec | Loss 0.2539 | Reco 0.2539 | Grad 2.1109
[2024-12-12 19:27:46,128][demucs.solver][INFO] - Train | Epoch 783 | 4/14 | 0.47 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 2.2918
[2024-12-12 19:27:46,804][demucs.solver][INFO] - Train | Epoch 783 | 5/14 | 0.53 it/sec | Loss 0.2622 | Reco 0.2622 | Grad 2.4828
[2024-12-12 19:27:48,283][demucs.solver][INFO] - Train | Epoch 783 | 6/14 | 0.55 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 2.6198
[2024-12-12 19:27:48,936][demucs.solver][INFO] - Train | Epoch 783 | 7/14 | 0.59 it/sec | Loss 0.2499 | Reco 0.2499 | Grad 2.4130
[2024-12-12 19:27:49,591][demucs.solver][INFO] - Train | Epoch 783 | 8/14 | 0.64 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.5173
[2024-12-12 19:27:50,247][demucs.solver][INFO] - Train | Epoch 783 | 9/14 | 0.68 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.5138
[2024-12-12 19:27:50,902][demucs.solver][INFO] - Train | Epoch 783 | 10/14 | 0.71 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 2.5850
[2024-12-12 19:27:51,557][demucs.solver][INFO] - Train | Epoch 783 | 11/14 | 0.75 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 2.4145
[2024-12-12 19:27:52,209][demucs.solver][INFO] - Train | Epoch 783 | 12/14 | 0.78 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.5172
[2024-12-12 19:27:52,860][demucs.solver][INFO] - Train | Epoch 783 | 13/14 | 0.80 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 2.6438
[2024-12-12 19:27:53,197][demucs.solver][INFO] - Train Summary | Epoch 783 | Loss=0.2404 | Reco=0.2404 | Grad=2.6438
[2024-12-12 19:27:53,198][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:27:53,198][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:27:55,681][demucs.solver][INFO] - Valid | Epoch 783 | 1/20 | 2.44 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.258
[2024-12-12 19:27:55,904][demucs.solver][INFO] - Valid | Epoch 783 | 2/20 | 2.88 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 0.988
[2024-12-12 19:27:56,109][demucs.solver][INFO] - Valid | Epoch 783 | 3/20 | 3.21 it/sec | Loss 0.4968 | Reco 0.4968 | Nsdr 1.077
[2024-12-12 19:27:56,357][demucs.solver][INFO] - Valid | Epoch 783 | 4/20 | 3.34 it/sec | Loss 0.5130 | Reco 0.5130 | Nsdr 1.127
[2024-12-12 19:27:56,583][demucs.solver][INFO] - Valid | Epoch 783 | 5/20 | 3.49 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.128
[2024-12-12 19:27:56,761][demucs.solver][INFO] - Valid | Epoch 783 | 6/20 | 3.68 it/sec | Loss 0.5167 | Reco 0.5167 | Nsdr 1.151
[2024-12-12 19:27:56,989][demucs.solver][INFO] - Valid | Epoch 783 | 7/20 | 3.76 it/sec | Loss 0.5375 | Reco 0.5375 | Nsdr 1.177
[2024-12-12 19:27:57,166][demucs.solver][INFO] - Valid | Epoch 783 | 8/20 | 3.90 it/sec | Loss 0.5536 | Reco 0.5536 | Nsdr 1.182
[2024-12-12 19:27:57,352][demucs.solver][INFO] - Valid | Epoch 783 | 9/20 | 4.02 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.209
[2024-12-12 19:27:57,578][demucs.solver][INFO] - Valid | Epoch 783 | 10/20 | 4.05 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.194
[2024-12-12 19:27:57,735][demucs.solver][INFO] - Valid | Epoch 783 | 11/20 | 4.18 it/sec | Loss 0.5512 | Reco 0.5512 | Nsdr 1.194
[2024-12-12 19:27:57,919][demucs.solver][INFO] - Valid | Epoch 783 | 12/20 | 4.25 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.176
[2024-12-12 19:27:58,150][demucs.solver][INFO] - Valid | Epoch 783 | 13/20 | 4.26 it/sec | Loss 0.5678 | Reco 0.5678 | Nsdr 1.180
[2024-12-12 19:27:58,352][demucs.solver][INFO] - Valid | Epoch 783 | 14/20 | 4.30 it/sec | Loss 0.5652 | Reco 0.5652 | Nsdr 1.189
[2024-12-12 19:27:58,579][demucs.solver][INFO] - Valid | Epoch 783 | 15/20 | 4.30 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.198
[2024-12-12 19:27:58,780][demucs.solver][INFO] - Valid | Epoch 783 | 16/20 | 4.34 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.206
[2024-12-12 19:27:59,003][demucs.solver][INFO] - Valid | Epoch 783 | 17/20 | 4.35 it/sec | Loss 0.5590 | Reco 0.5590 | Nsdr 1.208
[2024-12-12 19:27:59,159][demucs.solver][INFO] - Valid | Epoch 783 | 18/20 | 4.42 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.170
[2024-12-12 19:27:59,362][demucs.solver][INFO] - Valid | Epoch 783 | 19/20 | 4.44 it/sec | Loss 0.5419 | Reco 0.5419 | Nsdr 1.184
[2024-12-12 19:27:59,800][demucs.solver][INFO] - Valid Summary | Epoch 783 | Loss=0.5419 | Reco=0.5419 | Nsdr=1.184 | Best=0.5289 | Bname=main
[2024-12-12 19:28:01,182][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:28:01,183][demucs.solver][INFO] - Training...
[2024-12-12 19:28:10,081][demucs.solver][INFO] - Train | Epoch 784 | 1/14 | 0.28 it/sec | Loss 0.2000 | Reco 0.2000 | Grad 0.9299
[2024-12-12 19:28:10,967][demucs.solver][INFO] - Train | Epoch 784 | 2/14 | 0.37 it/sec | Loss 0.2264 | Reco 0.2264 | Grad 2.0621
[2024-12-12 19:28:11,785][demucs.solver][INFO] - Train | Epoch 784 | 3/14 | 0.45 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.3108
[2024-12-12 19:28:12,452][demucs.solver][INFO] - Train | Epoch 784 | 4/14 | 0.52 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 1.9706
[2024-12-12 19:28:13,131][demucs.solver][INFO] - Train | Epoch 784 | 5/14 | 0.59 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 1.9528
[2024-12-12 19:28:13,806][demucs.solver][INFO] - Train | Epoch 784 | 6/14 | 0.64 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.1030
[2024-12-12 19:28:14,472][demucs.solver][INFO] - Train | Epoch 784 | 7/14 | 0.69 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 1.9382
[2024-12-12 19:28:15,135][demucs.solver][INFO] - Train | Epoch 784 | 8/14 | 0.74 it/sec | Loss 0.2365 | Reco 0.2365 | Grad 1.9134
[2024-12-12 19:28:15,791][demucs.solver][INFO] - Train | Epoch 784 | 9/14 | 0.78 it/sec | Loss 0.2405 | Reco 0.2405 | Grad 2.1098
[2024-12-12 19:28:16,695][demucs.solver][INFO] - Train | Epoch 784 | 10/14 | 0.80 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.9619
[2024-12-12 19:28:17,372][demucs.solver][INFO] - Train | Epoch 784 | 11/14 | 0.83 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.8174
[2024-12-12 19:28:18,039][demucs.solver][INFO] - Train | Epoch 784 | 12/14 | 0.86 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.8675
[2024-12-12 19:28:18,718][demucs.solver][INFO] - Train | Epoch 784 | 13/14 | 0.88 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.9358
[2024-12-12 19:28:19,114][demucs.solver][INFO] - Train Summary | Epoch 784 | Loss=0.2400 | Reco=0.2400 | Grad=1.9358
[2024-12-12 19:28:19,114][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:28:19,115][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:28:22,302][demucs.solver][INFO] - Valid | Epoch 784 | 1/20 | 1.35 it/sec | Loss 0.5698 | Reco 0.5698 | Nsdr 1.334
[2024-12-12 19:28:22,920][demucs.solver][INFO] - Valid | Epoch 784 | 2/20 | 1.43 it/sec | Loss 0.4473 | Reco 0.4473 | Nsdr 1.048
[2024-12-12 19:28:23,361][demucs.solver][INFO] - Valid | Epoch 784 | 3/20 | 1.57 it/sec | Loss 0.4914 | Reco 0.4914 | Nsdr 1.146
[2024-12-12 19:28:23,830][demucs.solver][INFO] - Valid | Epoch 784 | 4/20 | 1.66 it/sec | Loss 0.5072 | Reco 0.5072 | Nsdr 1.204
[2024-12-12 19:28:24,045][demucs.solver][INFO] - Valid | Epoch 784 | 5/20 | 1.86 it/sec | Loss 0.5265 | Reco 0.5265 | Nsdr 1.213
[2024-12-12 19:28:24,412][demucs.solver][INFO] - Valid | Epoch 784 | 6/20 | 1.95 it/sec | Loss 0.5105 | Reco 0.5105 | Nsdr 1.233
[2024-12-12 19:28:24,690][demucs.solver][INFO] - Valid | Epoch 784 | 7/20 | 2.07 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.260
[2024-12-12 19:28:24,992][demucs.solver][INFO] - Valid | Epoch 784 | 8/20 | 2.16 it/sec | Loss 0.5468 | Reco 0.5468 | Nsdr 1.265
[2024-12-12 19:28:25,220][demucs.solver][INFO] - Valid | Epoch 784 | 9/20 | 2.27 it/sec | Loss 0.5448 | Reco 0.5448 | Nsdr 1.291
[2024-12-12 19:28:25,420][demucs.solver][INFO] - Valid | Epoch 784 | 10/20 | 2.39 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.274
[2024-12-12 19:28:25,644][demucs.solver][INFO] - Valid | Epoch 784 | 11/20 | 2.49 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.272
[2024-12-12 19:28:25,824][demucs.solver][INFO] - Valid | Epoch 784 | 12/20 | 2.60 it/sec | Loss 0.5540 | Reco 0.5540 | Nsdr 1.251
[2024-12-12 19:28:26,047][demucs.solver][INFO] - Valid | Epoch 784 | 13/20 | 2.68 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.255
[2024-12-12 19:28:26,248][demucs.solver][INFO] - Valid | Epoch 784 | 14/20 | 2.76 it/sec | Loss 0.5591 | Reco 0.5591 | Nsdr 1.264
[2024-12-12 19:28:26,446][demucs.solver][INFO] - Valid | Epoch 784 | 15/20 | 2.84 it/sec | Loss 0.5602 | Reco 0.5602 | Nsdr 1.273
[2024-12-12 19:28:26,646][demucs.solver][INFO] - Valid | Epoch 784 | 16/20 | 2.92 it/sec | Loss 0.5642 | Reco 0.5642 | Nsdr 1.279
[2024-12-12 19:28:26,827][demucs.solver][INFO] - Valid | Epoch 784 | 17/20 | 3.00 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.283
[2024-12-12 19:28:27,025][demucs.solver][INFO] - Valid | Epoch 784 | 18/20 | 3.06 it/sec | Loss 0.5374 | Reco 0.5374 | Nsdr 1.242
[2024-12-12 19:28:27,204][demucs.solver][INFO] - Valid | Epoch 784 | 19/20 | 3.13 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.257
[2024-12-12 19:28:27,621][demucs.solver][INFO] - Valid Summary | Epoch 784 | Loss=0.5358 | Reco=0.5358 | Nsdr=1.257 | Best=0.5289 | Bname=main
[2024-12-12 19:28:29,001][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:28:29,001][demucs.solver][INFO] - Training...
[2024-12-12 19:28:34,765][demucs.solver][INFO] - Train | Epoch 785 | 1/14 | 0.48 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 1.8517
[2024-12-12 19:28:37,951][demucs.solver][INFO] - Train | Epoch 785 | 2/14 | 0.41 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.5394
[2024-12-12 19:28:38,783][demucs.solver][INFO] - Train | Epoch 785 | 3/14 | 0.49 it/sec | Loss 0.2593 | Reco 0.2593 | Grad 1.3780
[2024-12-12 19:28:39,511][demucs.solver][INFO] - Train | Epoch 785 | 4/14 | 0.56 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 1.3625
[2024-12-12 19:28:40,193][demucs.solver][INFO] - Train | Epoch 785 | 5/14 | 0.63 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 1.4583
[2024-12-12 19:28:40,869][demucs.solver][INFO] - Train | Epoch 785 | 6/14 | 0.68 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.3210
[2024-12-12 19:28:41,532][demucs.solver][INFO] - Train | Epoch 785 | 7/14 | 0.73 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.2535
[2024-12-12 19:28:42,181][demucs.solver][INFO] - Train | Epoch 785 | 8/14 | 0.78 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.1366
[2024-12-12 19:28:42,832][demucs.solver][INFO] - Train | Epoch 785 | 9/14 | 0.82 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.1409
[2024-12-12 19:28:43,482][demucs.solver][INFO] - Train | Epoch 785 | 10/14 | 0.86 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 1.1796
[2024-12-12 19:28:44,136][demucs.solver][INFO] - Train | Epoch 785 | 11/14 | 0.89 it/sec | Loss 0.2427 | Reco 0.2427 | Grad 1.4058
[2024-12-12 19:28:44,794][demucs.solver][INFO] - Train | Epoch 785 | 12/14 | 0.92 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.3725
[2024-12-12 19:28:45,444][demucs.solver][INFO] - Train | Epoch 785 | 13/14 | 0.94 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.4488
[2024-12-12 19:28:45,798][demucs.solver][INFO] - Train Summary | Epoch 785 | Loss=0.2450 | Reco=0.2450 | Grad=1.4488
[2024-12-12 19:28:45,798][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:28:45,798][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:28:48,790][demucs.solver][INFO] - Valid | Epoch 785 | 1/20 | 1.44 it/sec | Loss 0.5719 | Reco 0.5719 | Nsdr 1.301
[2024-12-12 19:28:49,194][demucs.solver][INFO] - Valid | Epoch 785 | 2/20 | 1.67 it/sec | Loss 0.4491 | Reco 0.4491 | Nsdr 1.020
[2024-12-12 19:28:49,604][demucs.solver][INFO] - Valid | Epoch 785 | 3/20 | 1.82 it/sec | Loss 0.4931 | Reco 0.4931 | Nsdr 1.118
[2024-12-12 19:28:49,932][demucs.solver][INFO] - Valid | Epoch 785 | 4/20 | 1.98 it/sec | Loss 0.5091 | Reco 0.5091 | Nsdr 1.174
[2024-12-12 19:28:50,206][demucs.solver][INFO] - Valid | Epoch 785 | 5/20 | 2.14 it/sec | Loss 0.5287 | Reco 0.5287 | Nsdr 1.179
[2024-12-12 19:28:50,462][demucs.solver][INFO] - Valid | Epoch 785 | 6/20 | 2.29 it/sec | Loss 0.5127 | Reco 0.5127 | Nsdr 1.201
[2024-12-12 19:28:50,657][demucs.solver][INFO] - Valid | Epoch 785 | 7/20 | 2.46 it/sec | Loss 0.5332 | Reco 0.5332 | Nsdr 1.228
[2024-12-12 19:28:50,886][demucs.solver][INFO] - Valid | Epoch 785 | 8/20 | 2.58 it/sec | Loss 0.5492 | Reco 0.5492 | Nsdr 1.232
[2024-12-12 19:28:51,065][demucs.solver][INFO] - Valid | Epoch 785 | 9/20 | 2.73 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.258
[2024-12-12 19:28:51,224][demucs.solver][INFO] - Valid | Epoch 785 | 10/20 | 2.88 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.242
[2024-12-12 19:28:51,442][demucs.solver][INFO] - Valid | Epoch 785 | 11/20 | 2.97 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.240
[2024-12-12 19:28:51,660][demucs.solver][INFO] - Valid | Epoch 785 | 12/20 | 3.05 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.220
[2024-12-12 19:28:51,876][demucs.solver][INFO] - Valid | Epoch 785 | 13/20 | 3.13 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.225
[2024-12-12 19:28:52,106][demucs.solver][INFO] - Valid | Epoch 785 | 14/20 | 3.19 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.235
[2024-12-12 19:28:52,329][demucs.solver][INFO] - Valid | Epoch 785 | 15/20 | 3.25 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.243
[2024-12-12 19:28:52,573][demucs.solver][INFO] - Valid | Epoch 785 | 16/20 | 3.29 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.250
[2024-12-12 19:28:52,797][demucs.solver][INFO] - Valid | Epoch 785 | 17/20 | 3.34 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.254
[2024-12-12 19:28:53,215][demucs.solver][INFO] - Valid | Epoch 785 | 18/20 | 3.27 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.214
[2024-12-12 19:28:53,650][demucs.solver][INFO] - Valid | Epoch 785 | 19/20 | 3.20 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.229
[2024-12-12 19:28:54,096][demucs.solver][INFO] - Valid Summary | Epoch 785 | Loss=0.5378 | Reco=0.5378 | Nsdr=1.229 | Best=0.5289 | Bname=main
[2024-12-12 19:28:55,553][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:28:55,555][demucs.solver][INFO] - Training...
[2024-12-12 19:29:03,779][demucs.solver][INFO] - Train | Epoch 786 | 1/14 | 0.31 it/sec | Loss 0.2533 | Reco 0.2533 | Grad 1.6843
[2024-12-12 19:29:04,452][demucs.solver][INFO] - Train | Epoch 786 | 2/14 | 0.42 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.4968
[2024-12-12 19:29:07,396][demucs.solver][INFO] - Train | Epoch 786 | 3/14 | 0.39 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 1.5160
[2024-12-12 19:29:08,281][demucs.solver][INFO] - Train | Epoch 786 | 4/14 | 0.45 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.6423
[2024-12-12 19:29:08,955][demucs.solver][INFO] - Train | Epoch 786 | 5/14 | 0.51 it/sec | Loss 0.2363 | Reco 0.2363 | Grad 1.5422
[2024-12-12 19:29:09,637][demucs.solver][INFO] - Train | Epoch 786 | 6/14 | 0.56 it/sec | Loss 0.2329 | Reco 0.2329 | Grad 1.5429
[2024-12-12 19:29:10,308][demucs.solver][INFO] - Train | Epoch 786 | 7/14 | 0.61 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 1.5948
[2024-12-12 19:29:10,977][demucs.solver][INFO] - Train | Epoch 786 | 8/14 | 0.65 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.6456
[2024-12-12 19:29:11,637][demucs.solver][INFO] - Train | Epoch 786 | 9/14 | 0.69 it/sec | Loss 0.2374 | Reco 0.2374 | Grad 1.8071
[2024-12-12 19:29:12,296][demucs.solver][INFO] - Train | Epoch 786 | 10/14 | 0.73 it/sec | Loss 0.2404 | Reco 0.2404 | Grad 1.6876
[2024-12-12 19:29:13,121][demucs.solver][INFO] - Train | Epoch 786 | 11/14 | 0.76 it/sec | Loss 0.2386 | Reco 0.2386 | Grad 1.7093
[2024-12-12 19:29:13,832][demucs.solver][INFO] - Train | Epoch 786 | 12/14 | 0.78 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 1.7247
[2024-12-12 19:29:14,533][demucs.solver][INFO] - Train | Epoch 786 | 13/14 | 0.81 it/sec | Loss 0.2397 | Reco 0.2397 | Grad 1.8066
[2024-12-12 19:29:14,876][demucs.solver][INFO] - Train Summary | Epoch 786 | Loss=0.2397 | Reco=0.2397 | Grad=1.8066
[2024-12-12 19:29:14,877][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:29:14,877][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:29:18,570][demucs.solver][INFO] - Valid | Epoch 786 | 1/20 | 1.01 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.336
[2024-12-12 19:29:19,150][demucs.solver][INFO] - Valid | Epoch 786 | 2/20 | 1.17 it/sec | Loss 0.4465 | Reco 0.4465 | Nsdr 1.053
[2024-12-12 19:29:19,688][demucs.solver][INFO] - Valid | Epoch 786 | 3/20 | 1.29 it/sec | Loss 0.4905 | Reco 0.4905 | Nsdr 1.142
[2024-12-12 19:29:20,143][demucs.solver][INFO] - Valid | Epoch 786 | 4/20 | 1.41 it/sec | Loss 0.5066 | Reco 0.5066 | Nsdr 1.194
[2024-12-12 19:29:20,407][demucs.solver][INFO] - Valid | Epoch 786 | 5/20 | 1.57 it/sec | Loss 0.5264 | Reco 0.5264 | Nsdr 1.202
[2024-12-12 19:29:20,796][demucs.solver][INFO] - Valid | Epoch 786 | 6/20 | 1.67 it/sec | Loss 0.5104 | Reco 0.5104 | Nsdr 1.222
[2024-12-12 19:29:21,060][demucs.solver][INFO] - Valid | Epoch 786 | 7/20 | 1.79 it/sec | Loss 0.5310 | Reco 0.5310 | Nsdr 1.247
[2024-12-12 19:29:21,214][demucs.solver][INFO] - Valid | Epoch 786 | 8/20 | 1.95 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.246
[2024-12-12 19:29:21,474][demucs.solver][INFO] - Valid | Epoch 786 | 9/20 | 2.05 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.271
[2024-12-12 19:29:21,754][demucs.solver][INFO] - Valid | Epoch 786 | 10/20 | 2.13 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.254
[2024-12-12 19:29:21,979][demucs.solver][INFO] - Valid | Epoch 786 | 11/20 | 2.23 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.254
[2024-12-12 19:29:22,148][demucs.solver][INFO] - Valid | Epoch 786 | 12/20 | 2.34 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.234
[2024-12-12 19:29:22,349][demucs.solver][INFO] - Valid | Epoch 786 | 13/20 | 2.43 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.239
[2024-12-12 19:29:22,550][demucs.solver][INFO] - Valid | Epoch 786 | 14/20 | 2.52 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.247
[2024-12-12 19:29:22,752][demucs.solver][INFO] - Valid | Epoch 786 | 15/20 | 2.60 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.256
[2024-12-12 19:29:22,984][demucs.solver][INFO] - Valid | Epoch 786 | 16/20 | 2.66 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.263
[2024-12-12 19:29:23,182][demucs.solver][INFO] - Valid | Epoch 786 | 17/20 | 2.73 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.267
[2024-12-12 19:29:23,401][demucs.solver][INFO] - Valid | Epoch 786 | 18/20 | 2.79 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.228
[2024-12-12 19:29:23,600][demucs.solver][INFO] - Valid | Epoch 786 | 19/20 | 2.86 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.243
[2024-12-12 19:29:24,009][demucs.solver][INFO] - Valid Summary | Epoch 786 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.243 | Best=0.5289 | Bname=main
[2024-12-12 19:29:25,544][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:29:25,545][demucs.solver][INFO] - Training...
[2024-12-12 19:29:33,664][demucs.solver][INFO] - Train | Epoch 787 | 1/14 | 0.31 it/sec | Loss 0.2646 | Reco 0.2646 | Grad 1.3162
[2024-12-12 19:29:34,340][demucs.solver][INFO] - Train | Epoch 787 | 2/14 | 0.42 it/sec | Loss 0.2639 | Reco 0.2639 | Grad 2.2372
[2024-12-12 19:29:37,921][demucs.solver][INFO] - Train | Epoch 787 | 3/14 | 0.37 it/sec | Loss 0.2560 | Reco 0.2560 | Grad 2.5160
[2024-12-12 19:29:38,580][demucs.solver][INFO] - Train | Epoch 787 | 4/14 | 0.44 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 2.3206
[2024-12-12 19:29:39,239][demucs.solver][INFO] - Train | Epoch 787 | 5/14 | 0.50 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.0842
[2024-12-12 19:29:39,890][demucs.solver][INFO] - Train | Epoch 787 | 6/14 | 0.55 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 2.1973
[2024-12-12 19:29:40,543][demucs.solver][INFO] - Train | Epoch 787 | 7/14 | 0.60 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 2.3813
[2024-12-12 19:29:41,194][demucs.solver][INFO] - Train | Epoch 787 | 8/14 | 0.64 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.2992
[2024-12-12 19:29:41,846][demucs.solver][INFO] - Train | Epoch 787 | 9/14 | 0.68 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.1851
[2024-12-12 19:29:42,495][demucs.solver][INFO] - Train | Epoch 787 | 10/14 | 0.72 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.2191
[2024-12-12 19:29:43,143][demucs.solver][INFO] - Train | Epoch 787 | 11/14 | 0.75 it/sec | Loss 0.2430 | Reco 0.2430 | Grad 2.2906
[2024-12-12 19:29:43,795][demucs.solver][INFO] - Train | Epoch 787 | 12/14 | 0.78 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 2.4135
[2024-12-12 19:29:44,450][demucs.solver][INFO] - Train | Epoch 787 | 13/14 | 0.81 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.2763
[2024-12-12 19:29:44,763][demucs.solver][INFO] - Train Summary | Epoch 787 | Loss=0.2458 | Reco=0.2458 | Grad=2.2763
[2024-12-12 19:29:44,763][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:29:44,763][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:29:47,259][demucs.solver][INFO] - Valid | Epoch 787 | 1/20 | 2.06 it/sec | Loss 0.5735 | Reco 0.5735 | Nsdr 1.291
[2024-12-12 19:29:47,506][demucs.solver][INFO] - Valid | Epoch 787 | 2/20 | 2.47 it/sec | Loss 0.4504 | Reco 0.4504 | Nsdr 1.009
[2024-12-12 19:29:47,706][demucs.solver][INFO] - Valid | Epoch 787 | 3/20 | 2.82 it/sec | Loss 0.4946 | Reco 0.4946 | Nsdr 1.108
[2024-12-12 19:29:47,910][demucs.solver][INFO] - Valid | Epoch 787 | 4/20 | 3.08 it/sec | Loss 0.5107 | Reco 0.5107 | Nsdr 1.162
[2024-12-12 19:29:48,110][demucs.solver][INFO] - Valid | Epoch 787 | 5/20 | 3.29 it/sec | Loss 0.5302 | Reco 0.5302 | Nsdr 1.173
[2024-12-12 19:29:48,292][demucs.solver][INFO] - Valid | Epoch 787 | 6/20 | 3.49 it/sec | Loss 0.5140 | Reco 0.5140 | Nsdr 1.196
[2024-12-12 19:29:48,516][demucs.solver][INFO] - Valid | Epoch 787 | 7/20 | 3.59 it/sec | Loss 0.5346 | Reco 0.5346 | Nsdr 1.222
[2024-12-12 19:29:48,745][demucs.solver][INFO] - Valid | Epoch 787 | 8/20 | 3.66 it/sec | Loss 0.5504 | Reco 0.5504 | Nsdr 1.229
[2024-12-12 19:29:48,924][demucs.solver][INFO] - Valid | Epoch 787 | 9/20 | 3.79 it/sec | Loss 0.5483 | Reco 0.5483 | Nsdr 1.256
[2024-12-12 19:29:49,129][demucs.solver][INFO] - Valid | Epoch 787 | 10/20 | 3.87 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.238
[2024-12-12 19:29:49,307][demucs.solver][INFO] - Valid | Epoch 787 | 11/20 | 3.98 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.237
[2024-12-12 19:29:49,531][demucs.solver][INFO] - Valid | Epoch 787 | 12/20 | 4.01 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.219
[2024-12-12 19:29:49,707][demucs.solver][INFO] - Valid | Epoch 787 | 13/20 | 4.10 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.223
[2024-12-12 19:29:49,910][demucs.solver][INFO] - Valid | Epoch 787 | 14/20 | 4.14 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.232
[2024-12-12 19:29:50,126][demucs.solver][INFO] - Valid | Epoch 787 | 15/20 | 4.17 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.241
[2024-12-12 19:29:50,344][demucs.solver][INFO] - Valid | Epoch 787 | 16/20 | 4.19 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.248
[2024-12-12 19:29:50,542][demucs.solver][INFO] - Valid | Epoch 787 | 17/20 | 4.23 it/sec | Loss 0.5561 | Reco 0.5561 | Nsdr 1.250
[2024-12-12 19:29:50,765][demucs.solver][INFO] - Valid | Epoch 787 | 18/20 | 4.24 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.210
[2024-12-12 19:29:50,985][demucs.solver][INFO] - Valid | Epoch 787 | 19/20 | 4.26 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.225
[2024-12-12 19:29:51,434][demucs.solver][INFO] - Valid Summary | Epoch 787 | Loss=0.5391 | Reco=0.5391 | Nsdr=1.225 | Best=0.5289 | Bname=main
[2024-12-12 19:29:52,820][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:29:52,820][demucs.solver][INFO] - Training...
[2024-12-12 19:30:00,054][demucs.solver][INFO] - Train | Epoch 788 | 1/14 | 0.36 it/sec | Loss 0.2519 | Reco 0.2519 | Grad 3.0231
[2024-12-12 19:30:00,729][demucs.solver][INFO] - Train | Epoch 788 | 2/14 | 0.48 it/sec | Loss 0.2516 | Reco 0.2516 | Grad 2.6482
[2024-12-12 19:30:01,416][demucs.solver][INFO] - Train | Epoch 788 | 3/14 | 0.57 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.1299
[2024-12-12 19:30:02,097][demucs.solver][INFO] - Train | Epoch 788 | 4/14 | 0.65 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.8496
[2024-12-12 19:30:04,344][demucs.solver][INFO] - Train | Epoch 788 | 5/14 | 0.61 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.9040
[2024-12-12 19:30:05,011][demucs.solver][INFO] - Train | Epoch 788 | 6/14 | 0.66 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 1.8400
[2024-12-12 19:30:05,679][demucs.solver][INFO] - Train | Epoch 788 | 7/14 | 0.71 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 1.9491
[2024-12-12 19:30:06,334][demucs.solver][INFO] - Train | Epoch 788 | 8/14 | 0.76 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 2.0312
[2024-12-12 19:30:06,990][demucs.solver][INFO] - Train | Epoch 788 | 9/14 | 0.80 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 2.1192
[2024-12-12 19:30:07,642][demucs.solver][INFO] - Train | Epoch 788 | 10/14 | 0.83 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 2.0388
[2024-12-12 19:30:08,294][demucs.solver][INFO] - Train | Epoch 788 | 11/14 | 0.87 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.2612
[2024-12-12 19:30:08,945][demucs.solver][INFO] - Train | Epoch 788 | 12/14 | 0.90 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.3037
[2024-12-12 19:30:09,597][demucs.solver][INFO] - Train | Epoch 788 | 13/14 | 0.92 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 2.1623
[2024-12-12 19:30:09,950][demucs.solver][INFO] - Train Summary | Epoch 788 | Loss=0.2453 | Reco=0.2453 | Grad=2.1623
[2024-12-12 19:30:09,951][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:30:09,951][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:30:12,601][demucs.solver][INFO] - Valid | Epoch 788 | 1/20 | 2.21 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.377
[2024-12-12 19:30:12,915][demucs.solver][INFO] - Valid | Epoch 788 | 2/20 | 2.46 it/sec | Loss 0.4454 | Reco 0.4454 | Nsdr 1.082
[2024-12-12 19:30:13,256][demucs.solver][INFO] - Valid | Epoch 788 | 3/20 | 2.56 it/sec | Loss 0.4891 | Reco 0.4891 | Nsdr 1.186
[2024-12-12 19:30:13,491][demucs.solver][INFO] - Valid | Epoch 788 | 4/20 | 2.78 it/sec | Loss 0.5051 | Reco 0.5051 | Nsdr 1.243
[2024-12-12 19:30:13,725][demucs.solver][INFO] - Valid | Epoch 788 | 5/20 | 2.96 it/sec | Loss 0.5246 | Reco 0.5246 | Nsdr 1.248
[2024-12-12 19:30:14,006][demucs.solver][INFO] - Valid | Epoch 788 | 6/20 | 3.03 it/sec | Loss 0.5086 | Reco 0.5086 | Nsdr 1.270
[2024-12-12 19:30:14,312][demucs.solver][INFO] - Valid | Epoch 788 | 7/20 | 3.06 it/sec | Loss 0.5290 | Reco 0.5290 | Nsdr 1.297
[2024-12-12 19:30:14,494][demucs.solver][INFO] - Valid | Epoch 788 | 8/20 | 3.22 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.300
[2024-12-12 19:30:14,781][demucs.solver][INFO] - Valid | Epoch 788 | 9/20 | 3.24 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.325
[2024-12-12 19:30:15,114][demucs.solver][INFO] - Valid | Epoch 788 | 10/20 | 3.22 it/sec | Loss 0.5353 | Reco 0.5353 | Nsdr 1.310
[2024-12-12 19:30:15,367][demucs.solver][INFO] - Valid | Epoch 788 | 11/20 | 3.27 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.308
[2024-12-12 19:30:15,701][demucs.solver][INFO] - Valid | Epoch 788 | 12/20 | 3.25 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.286
[2024-12-12 19:30:15,884][demucs.solver][INFO] - Valid | Epoch 788 | 13/20 | 3.34 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.290
[2024-12-12 19:30:16,106][demucs.solver][INFO] - Valid | Epoch 788 | 14/20 | 3.40 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.299
[2024-12-12 19:30:16,309][demucs.solver][INFO] - Valid | Epoch 788 | 15/20 | 3.47 it/sec | Loss 0.5583 | Reco 0.5583 | Nsdr 1.307
[2024-12-12 19:30:16,531][demucs.solver][INFO] - Valid | Epoch 788 | 16/20 | 3.52 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.315
[2024-12-12 19:30:16,733][demucs.solver][INFO] - Valid | Epoch 788 | 17/20 | 3.57 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.320
[2024-12-12 19:30:16,960][demucs.solver][INFO] - Valid | Epoch 788 | 18/20 | 3.61 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.278
[2024-12-12 19:30:17,143][demucs.solver][INFO] - Valid | Epoch 788 | 19/20 | 3.67 it/sec | Loss 0.5337 | Reco 0.5337 | Nsdr 1.294
[2024-12-12 19:30:17,585][demucs.solver][INFO] - Valid Summary | Epoch 788 | Loss=0.5337 | Reco=0.5337 | Nsdr=1.294 | Best=0.5289 | Bname=main
[2024-12-12 19:30:18,930][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:30:18,930][demucs.solver][INFO] - Training...
[2024-12-12 19:30:28,577][demucs.solver][INFO] - Train | Epoch 789 | 1/14 | 0.25 it/sec | Loss 0.2577 | Reco 0.2577 | Grad 3.2266
[2024-12-12 19:30:29,281][demucs.solver][INFO] - Train | Epoch 789 | 2/14 | 0.35 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.6509
[2024-12-12 19:30:29,944][demucs.solver][INFO] - Train | Epoch 789 | 3/14 | 0.43 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 2.0982
[2024-12-12 19:30:30,614][demucs.solver][INFO] - Train | Epoch 789 | 4/14 | 0.50 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.1883
[2024-12-12 19:30:31,275][demucs.solver][INFO] - Train | Epoch 789 | 5/14 | 0.57 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 2.0221
[2024-12-12 19:30:31,935][demucs.solver][INFO] - Train | Epoch 789 | 6/14 | 0.62 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 1.8997
[2024-12-12 19:30:32,599][demucs.solver][INFO] - Train | Epoch 789 | 7/14 | 0.67 it/sec | Loss 0.2444 | Reco 0.2444 | Grad 1.7658
[2024-12-12 19:30:33,265][demucs.solver][INFO] - Train | Epoch 789 | 8/14 | 0.71 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.7443
[2024-12-12 19:30:33,927][demucs.solver][INFO] - Train | Epoch 789 | 9/14 | 0.75 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.9383
[2024-12-12 19:30:34,588][demucs.solver][INFO] - Train | Epoch 789 | 10/14 | 0.79 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 1.8090
[2024-12-12 19:30:38,678][demucs.solver][INFO] - Train | Epoch 789 | 11/14 | 0.67 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.7588
[2024-12-12 19:30:39,829][demucs.solver][INFO] - Train | Epoch 789 | 12/14 | 0.68 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.6625
[2024-12-12 19:30:40,754][demucs.solver][INFO] - Train | Epoch 789 | 13/14 | 0.70 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.7262
[2024-12-12 19:30:41,094][demucs.solver][INFO] - Train Summary | Epoch 789 | Loss=0.2433 | Reco=0.2433 | Grad=1.7262
[2024-12-12 19:30:41,094][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:30:41,094][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:30:44,122][demucs.solver][INFO] - Valid | Epoch 789 | 1/20 | 1.48 it/sec | Loss 0.5715 | Reco 0.5715 | Nsdr 1.332
[2024-12-12 19:30:44,409][demucs.solver][INFO] - Valid | Epoch 789 | 2/20 | 1.83 it/sec | Loss 0.4484 | Reco 0.4484 | Nsdr 1.051
[2024-12-12 19:30:44,624][demucs.solver][INFO] - Valid | Epoch 789 | 3/20 | 2.16 it/sec | Loss 0.4926 | Reco 0.4926 | Nsdr 1.142
[2024-12-12 19:30:44,930][demucs.solver][INFO] - Valid | Epoch 789 | 4/20 | 2.32 it/sec | Loss 0.5090 | Reco 0.5090 | Nsdr 1.196
[2024-12-12 19:30:45,152][demucs.solver][INFO] - Valid | Epoch 789 | 5/20 | 2.52 it/sec | Loss 0.5290 | Reco 0.5290 | Nsdr 1.197
[2024-12-12 19:30:45,404][demucs.solver][INFO] - Valid | Epoch 789 | 6/20 | 2.66 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.220
[2024-12-12 19:30:45,707][demucs.solver][INFO] - Valid | Epoch 789 | 7/20 | 2.73 it/sec | Loss 0.5334 | Reco 0.5334 | Nsdr 1.243
[2024-12-12 19:30:45,938][demucs.solver][INFO] - Valid | Epoch 789 | 8/20 | 2.84 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.248
[2024-12-12 19:30:46,188][demucs.solver][INFO] - Valid | Epoch 789 | 9/20 | 2.93 it/sec | Loss 0.5474 | Reco 0.5474 | Nsdr 1.273
[2024-12-12 19:30:46,475][demucs.solver][INFO] - Valid | Epoch 789 | 10/20 | 2.97 it/sec | Loss 0.5396 | Reco 0.5396 | Nsdr 1.258
[2024-12-12 19:30:46,744][demucs.solver][INFO] - Valid | Epoch 789 | 11/20 | 3.02 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.258
[2024-12-12 19:30:46,976][demucs.solver][INFO] - Valid | Epoch 789 | 12/20 | 3.09 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.238
[2024-12-12 19:30:47,421][demucs.solver][INFO] - Valid | Epoch 789 | 13/20 | 3.01 it/sec | Loss 0.5638 | Reco 0.5638 | Nsdr 1.244
[2024-12-12 19:30:47,793][demucs.solver][INFO] - Valid | Epoch 789 | 14/20 | 2.99 it/sec | Loss 0.5612 | Reco 0.5612 | Nsdr 1.253
[2024-12-12 19:30:48,136][demucs.solver][INFO] - Valid | Epoch 789 | 15/20 | 2.98 it/sec | Loss 0.5624 | Reco 0.5624 | Nsdr 1.261
[2024-12-12 19:30:48,358][demucs.solver][INFO] - Valid | Epoch 789 | 16/20 | 3.04 it/sec | Loss 0.5664 | Reco 0.5664 | Nsdr 1.268
[2024-12-12 19:30:48,580][demucs.solver][INFO] - Valid | Epoch 789 | 17/20 | 3.10 it/sec | Loss 0.5549 | Reco 0.5549 | Nsdr 1.272
[2024-12-12 19:30:48,758][demucs.solver][INFO] - Valid | Epoch 789 | 18/20 | 3.17 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.233
[2024-12-12 19:30:48,954][demucs.solver][INFO] - Valid | Epoch 789 | 19/20 | 3.23 it/sec | Loss 0.5379 | Reco 0.5379 | Nsdr 1.246
[2024-12-12 19:30:49,421][demucs.solver][INFO] - Valid Summary | Epoch 789 | Loss=0.5379 | Reco=0.5379 | Nsdr=1.246 | Best=0.5289 | Bname=main
[2024-12-12 19:30:50,818][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:30:50,819][demucs.solver][INFO] - Training...
[2024-12-12 19:30:59,327][demucs.solver][INFO] - Train | Epoch 790 | 1/14 | 0.29 it/sec | Loss 0.2184 | Reco 0.2184 | Grad 2.7655
[2024-12-12 19:31:00,011][demucs.solver][INFO] - Train | Epoch 790 | 2/14 | 0.40 it/sec | Loss 0.2214 | Reco 0.2214 | Grad 2.0344
[2024-12-12 19:31:00,689][demucs.solver][INFO] - Train | Epoch 790 | 3/14 | 0.49 it/sec | Loss 0.2296 | Reco 0.2296 | Grad 1.8476
[2024-12-12 19:31:01,363][demucs.solver][INFO] - Train | Epoch 790 | 4/14 | 0.56 it/sec | Loss 0.2293 | Reco 0.2293 | Grad 1.5764
[2024-12-12 19:31:02,047][demucs.solver][INFO] - Train | Epoch 790 | 5/14 | 0.63 it/sec | Loss 0.2316 | Reco 0.2316 | Grad 1.5729
[2024-12-12 19:31:02,720][demucs.solver][INFO] - Train | Epoch 790 | 6/14 | 0.68 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 1.4601
[2024-12-12 19:31:03,496][demucs.solver][INFO] - Train | Epoch 790 | 7/14 | 0.73 it/sec | Loss 0.2452 | Reco 0.2452 | Grad 1.5940
[2024-12-12 19:31:04,167][demucs.solver][INFO] - Train | Epoch 790 | 8/14 | 0.77 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 1.4905
[2024-12-12 19:31:04,836][demucs.solver][INFO] - Train | Epoch 790 | 9/14 | 0.81 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.5731
[2024-12-12 19:31:06,888][demucs.solver][INFO] - Train | Epoch 790 | 10/14 | 0.76 it/sec | Loss 0.2513 | Reco 0.2513 | Grad 1.7046
[2024-12-12 19:31:07,560][demucs.solver][INFO] - Train | Epoch 790 | 11/14 | 0.80 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 1.7512
[2024-12-12 19:31:08,220][demucs.solver][INFO] - Train | Epoch 790 | 12/14 | 0.83 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 1.6608
[2024-12-12 19:31:08,881][demucs.solver][INFO] - Train | Epoch 790 | 13/14 | 0.85 it/sec | Loss 0.2438 | Reco 0.2438 | Grad 1.6978
[2024-12-12 19:31:09,247][demucs.solver][INFO] - Train Summary | Epoch 790 | Loss=0.2438 | Reco=0.2438 | Grad=1.6978
[2024-12-12 19:31:09,248][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:31:09,248][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:31:12,353][demucs.solver][INFO] - Valid | Epoch 790 | 1/20 | 1.41 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.381
[2024-12-12 19:31:12,645][demucs.solver][INFO] - Valid | Epoch 790 | 2/20 | 1.75 it/sec | Loss 0.4447 | Reco 0.4447 | Nsdr 1.079
[2024-12-12 19:31:13,086][demucs.solver][INFO] - Valid | Epoch 790 | 3/20 | 1.86 it/sec | Loss 0.4881 | Reco 0.4881 | Nsdr 1.191
[2024-12-12 19:31:13,395][demucs.solver][INFO] - Valid | Epoch 790 | 4/20 | 2.03 it/sec | Loss 0.5039 | Reco 0.5039 | Nsdr 1.245
[2024-12-12 19:31:13,722][demucs.solver][INFO] - Valid | Epoch 790 | 5/20 | 2.15 it/sec | Loss 0.5234 | Reco 0.5234 | Nsdr 1.248
[2024-12-12 19:31:13,998][demucs.solver][INFO] - Valid | Epoch 790 | 6/20 | 2.28 it/sec | Loss 0.5075 | Reco 0.5075 | Nsdr 1.270
[2024-12-12 19:31:14,336][demucs.solver][INFO] - Valid | Epoch 790 | 7/20 | 2.35 it/sec | Loss 0.5278 | Reco 0.5278 | Nsdr 1.301
[2024-12-12 19:31:14,629][demucs.solver][INFO] - Valid | Epoch 790 | 8/20 | 2.43 it/sec | Loss 0.5438 | Reco 0.5438 | Nsdr 1.302
[2024-12-12 19:31:14,856][demucs.solver][INFO] - Valid | Epoch 790 | 9/20 | 2.55 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.329
[2024-12-12 19:31:15,083][demucs.solver][INFO] - Valid | Epoch 790 | 10/20 | 2.65 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.314
[2024-12-12 19:31:15,239][demucs.solver][INFO] - Valid | Epoch 790 | 11/20 | 2.79 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.311
[2024-12-12 19:31:15,465][demucs.solver][INFO] - Valid | Epoch 790 | 12/20 | 2.87 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.289
[2024-12-12 19:31:15,688][demucs.solver][INFO] - Valid | Epoch 790 | 13/20 | 2.94 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.291
[2024-12-12 19:31:15,889][demucs.solver][INFO] - Valid | Epoch 790 | 14/20 | 3.03 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.300
[2024-12-12 19:31:16,113][demucs.solver][INFO] - Valid | Epoch 790 | 15/20 | 3.09 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.309
[2024-12-12 19:31:16,316][demucs.solver][INFO] - Valid | Epoch 790 | 16/20 | 3.16 it/sec | Loss 0.5613 | Reco 0.5613 | Nsdr 1.316
[2024-12-12 19:31:16,522][demucs.solver][INFO] - Valid | Epoch 790 | 17/20 | 3.22 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.322
[2024-12-12 19:31:16,747][demucs.solver][INFO] - Valid | Epoch 790 | 18/20 | 3.27 it/sec | Loss 0.5345 | Reco 0.5345 | Nsdr 1.281
[2024-12-12 19:31:16,969][demucs.solver][INFO] - Valid | Epoch 790 | 19/20 | 3.31 it/sec | Loss 0.5328 | Reco 0.5328 | Nsdr 1.298
[2024-12-12 19:31:17,356][demucs.solver][INFO] - Valid Summary | Epoch 790 | Loss=0.5328 | Reco=0.5328 | Nsdr=1.298 | Best=0.5289 | Bname=main
[2024-12-12 19:31:19,038][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:31:19,039][demucs.solver][INFO] - Training...
[2024-12-12 19:31:24,420][demucs.solver][INFO] - Train | Epoch 791 | 1/14 | 0.55 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 1.2127
[2024-12-12 19:31:27,672][demucs.solver][INFO] - Train | Epoch 791 | 2/14 | 0.44 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 1.3809
[2024-12-12 19:31:28,338][demucs.solver][INFO] - Train | Epoch 791 | 3/14 | 0.53 it/sec | Loss 0.2335 | Reco 0.2335 | Grad 1.7247
[2024-12-12 19:31:29,016][demucs.solver][INFO] - Train | Epoch 791 | 4/14 | 0.61 it/sec | Loss 0.2392 | Reco 0.2392 | Grad 1.7036
[2024-12-12 19:31:29,681][demucs.solver][INFO] - Train | Epoch 791 | 5/14 | 0.67 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.2244
[2024-12-12 19:31:30,340][demucs.solver][INFO] - Train | Epoch 791 | 6/14 | 0.73 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 2.0891
[2024-12-12 19:31:31,004][demucs.solver][INFO] - Train | Epoch 791 | 7/14 | 0.78 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.1795
[2024-12-12 19:31:31,667][demucs.solver][INFO] - Train | Epoch 791 | 8/14 | 0.83 it/sec | Loss 0.2479 | Reco 0.2479 | Grad 2.3844
[2024-12-12 19:31:32,338][demucs.solver][INFO] - Train | Epoch 791 | 9/14 | 0.87 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 2.2669
[2024-12-12 19:31:33,001][demucs.solver][INFO] - Train | Epoch 791 | 10/14 | 0.90 it/sec | Loss 0.2476 | Reco 0.2476 | Grad 2.1086
[2024-12-12 19:31:33,670][demucs.solver][INFO] - Train | Epoch 791 | 11/14 | 0.93 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.9983
[2024-12-12 19:31:34,332][demucs.solver][INFO] - Train | Epoch 791 | 12/14 | 0.96 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 2.2808
[2024-12-12 19:31:34,995][demucs.solver][INFO] - Train | Epoch 791 | 13/14 | 0.99 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 2.3324
[2024-12-12 19:31:35,356][demucs.solver][INFO] - Train Summary | Epoch 791 | Loss=0.2457 | Reco=0.2457 | Grad=2.3324
[2024-12-12 19:31:35,357][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:31:35,357][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:31:37,879][demucs.solver][INFO] - Valid | Epoch 791 | 1/20 | 2.66 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.342
[2024-12-12 19:31:38,137][demucs.solver][INFO] - Valid | Epoch 791 | 2/20 | 2.97 it/sec | Loss 0.4474 | Reco 0.4474 | Nsdr 1.057
[2024-12-12 19:31:38,293][demucs.solver][INFO] - Valid | Epoch 791 | 3/20 | 3.43 it/sec | Loss 0.4914 | Reco 0.4914 | Nsdr 1.153
[2024-12-12 19:31:38,450][demucs.solver][INFO] - Valid | Epoch 791 | 4/20 | 3.78 it/sec | Loss 0.5074 | Reco 0.5074 | Nsdr 1.210
[2024-12-12 19:31:38,609][demucs.solver][INFO] - Valid | Epoch 791 | 5/20 | 4.05 it/sec | Loss 0.5269 | Reco 0.5269 | Nsdr 1.217
[2024-12-12 19:31:38,790][demucs.solver][INFO] - Valid | Epoch 791 | 6/20 | 4.21 it/sec | Loss 0.5109 | Reco 0.5109 | Nsdr 1.239
[2024-12-12 19:31:39,020][demucs.solver][INFO] - Valid | Epoch 791 | 7/20 | 4.23 it/sec | Loss 0.5314 | Reco 0.5314 | Nsdr 1.266
[2024-12-12 19:31:39,225][demucs.solver][INFO] - Valid | Epoch 791 | 8/20 | 4.29 it/sec | Loss 0.5472 | Reco 0.5472 | Nsdr 1.273
[2024-12-12 19:31:39,451][demucs.solver][INFO] - Valid | Epoch 791 | 9/20 | 4.30 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.301
[2024-12-12 19:31:39,606][demucs.solver][INFO] - Valid | Epoch 791 | 10/20 | 4.44 it/sec | Loss 0.5373 | Reco 0.5373 | Nsdr 1.283
[2024-12-12 19:31:39,832][demucs.solver][INFO] - Valid | Epoch 791 | 11/20 | 4.44 it/sec | Loss 0.5450 | Reco 0.5450 | Nsdr 1.281
[2024-12-12 19:31:40,033][demucs.solver][INFO] - Valid | Epoch 791 | 12/20 | 4.47 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.259
[2024-12-12 19:31:40,233][demucs.solver][INFO] - Valid | Epoch 791 | 13/20 | 4.51 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.261
[2024-12-12 19:31:40,437][demucs.solver][INFO] - Valid | Epoch 791 | 14/20 | 4.53 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.271
[2024-12-12 19:31:40,661][demucs.solver][INFO] - Valid | Epoch 791 | 15/20 | 4.53 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.279
[2024-12-12 19:31:40,842][demucs.solver][INFO] - Valid | Epoch 791 | 16/20 | 4.58 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.285
[2024-12-12 19:31:41,045][demucs.solver][INFO] - Valid | Epoch 791 | 17/20 | 4.59 it/sec | Loss 0.5531 | Reco 0.5531 | Nsdr 1.289
[2024-12-12 19:31:41,246][demucs.solver][INFO] - Valid | Epoch 791 | 18/20 | 4.61 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.250
[2024-12-12 19:31:41,446][demucs.solver][INFO] - Valid | Epoch 791 | 19/20 | 4.63 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.266
[2024-12-12 19:31:41,877][demucs.solver][INFO] - Valid Summary | Epoch 791 | Loss=0.5360 | Reco=0.5360 | Nsdr=1.266 | Best=0.5289 | Bname=main
[2024-12-12 19:31:43,282][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:31:43,283][demucs.solver][INFO] - Training...
[2024-12-12 19:31:51,855][demucs.solver][INFO] - Train | Epoch 792 | 1/14 | 0.29 it/sec | Loss 0.2556 | Reco 0.2556 | Grad 2.7229
[2024-12-12 19:31:52,963][demucs.solver][INFO] - Train | Epoch 792 | 2/14 | 0.37 it/sec | Loss 0.2488 | Reco 0.2488 | Grad 3.2390
[2024-12-12 19:31:53,626][demucs.solver][INFO] - Train | Epoch 792 | 3/14 | 0.46 it/sec | Loss 0.2347 | Reco 0.2347 | Grad 2.5332
[2024-12-12 19:31:54,289][demucs.solver][INFO] - Train | Epoch 792 | 4/14 | 0.53 it/sec | Loss 0.2402 | Reco 0.2402 | Grad 2.7115
[2024-12-12 19:31:54,955][demucs.solver][INFO] - Train | Epoch 792 | 5/14 | 0.60 it/sec | Loss 0.2376 | Reco 0.2376 | Grad 2.4090
[2024-12-12 19:31:55,617][demucs.solver][INFO] - Train | Epoch 792 | 6/14 | 0.65 it/sec | Loss 0.2338 | Reco 0.2338 | Grad 2.2626
[2024-12-12 19:31:56,286][demucs.solver][INFO] - Train | Epoch 792 | 7/14 | 0.70 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.5015
[2024-12-12 19:31:56,949][demucs.solver][INFO] - Train | Epoch 792 | 8/14 | 0.75 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 2.5566
[2024-12-12 19:31:57,608][demucs.solver][INFO] - Train | Epoch 792 | 9/14 | 0.79 it/sec | Loss 0.2403 | Reco 0.2403 | Grad 2.3723
[2024-12-12 19:31:58,271][demucs.solver][INFO] - Train | Epoch 792 | 10/14 | 0.82 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 2.3705
[2024-12-12 19:31:58,930][demucs.solver][INFO] - Train | Epoch 792 | 11/14 | 0.86 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 2.5194
[2024-12-12 19:32:01,134][demucs.solver][INFO] - Train | Epoch 792 | 12/14 | 0.80 it/sec | Loss 0.2381 | Reco 0.2381 | Grad 2.3973
[2024-12-12 19:32:01,788][demucs.solver][INFO] - Train | Epoch 792 | 13/14 | 0.83 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 2.4059
[2024-12-12 19:32:02,150][demucs.solver][INFO] - Train Summary | Epoch 792 | Loss=0.2409 | Reco=0.2409 | Grad=2.4059
[2024-12-12 19:32:02,150][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:32:02,150][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:32:05,432][demucs.solver][INFO] - Valid | Epoch 792 | 1/20 | 1.30 it/sec | Loss 0.5744 | Reco 0.5744 | Nsdr 1.293
[2024-12-12 19:32:06,436][demucs.solver][INFO] - Valid | Epoch 792 | 2/20 | 1.18 it/sec | Loss 0.4508 | Reco 0.4508 | Nsdr 1.020
[2024-12-12 19:32:07,321][demucs.solver][INFO] - Valid | Epoch 792 | 3/20 | 1.17 it/sec | Loss 0.4952 | Reco 0.4952 | Nsdr 1.116
[2024-12-12 19:32:08,145][demucs.solver][INFO] - Valid | Epoch 792 | 4/20 | 1.18 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.169
[2024-12-12 19:32:08,839][demucs.solver][INFO] - Valid | Epoch 792 | 5/20 | 1.21 it/sec | Loss 0.5311 | Reco 0.5311 | Nsdr 1.175
[2024-12-12 19:32:09,611][demucs.solver][INFO] - Valid | Epoch 792 | 6/20 | 1.22 it/sec | Loss 0.5149 | Reco 0.5149 | Nsdr 1.196
[2024-12-12 19:32:10,493][demucs.solver][INFO] - Valid | Epoch 792 | 7/20 | 1.21 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.221
[2024-12-12 19:32:11,285][demucs.solver][INFO] - Valid | Epoch 792 | 8/20 | 1.22 it/sec | Loss 0.5518 | Reco 0.5518 | Nsdr 1.222
[2024-12-12 19:32:12,023][demucs.solver][INFO] - Valid | Epoch 792 | 9/20 | 1.23 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.251
[2024-12-12 19:32:12,483][demucs.solver][INFO] - Valid | Epoch 792 | 10/20 | 1.28 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.234
[2024-12-12 19:32:12,805][demucs.solver][INFO] - Valid | Epoch 792 | 11/20 | 1.35 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.232
[2024-12-12 19:32:13,164][demucs.solver][INFO] - Valid | Epoch 792 | 12/20 | 1.40 it/sec | Loss 0.5586 | Reco 0.5586 | Nsdr 1.210
[2024-12-12 19:32:13,448][demucs.solver][INFO] - Valid | Epoch 792 | 13/20 | 1.47 it/sec | Loss 0.5663 | Reco 0.5663 | Nsdr 1.212
[2024-12-12 19:32:13,719][demucs.solver][INFO] - Valid | Epoch 792 | 14/20 | 1.53 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.222
[2024-12-12 19:32:13,909][demucs.solver][INFO] - Valid | Epoch 792 | 15/20 | 1.60 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.231
[2024-12-12 19:32:14,250][demucs.solver][INFO] - Valid | Epoch 792 | 16/20 | 1.64 it/sec | Loss 0.5689 | Reco 0.5689 | Nsdr 1.237
[2024-12-12 19:32:14,462][demucs.solver][INFO] - Valid | Epoch 792 | 17/20 | 1.70 it/sec | Loss 0.5573 | Reco 0.5573 | Nsdr 1.243
[2024-12-12 19:32:14,742][demucs.solver][INFO] - Valid | Epoch 792 | 18/20 | 1.75 it/sec | Loss 0.5418 | Reco 0.5418 | Nsdr 1.204
[2024-12-12 19:32:14,979][demucs.solver][INFO] - Valid | Epoch 792 | 19/20 | 1.80 it/sec | Loss 0.5399 | Reco 0.5399 | Nsdr 1.221
[2024-12-12 19:32:15,373][demucs.solver][INFO] - Valid Summary | Epoch 792 | Loss=0.5399 | Reco=0.5399 | Nsdr=1.221 | Best=0.5289 | Bname=main
[2024-12-12 19:32:16,876][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:32:16,876][demucs.solver][INFO] - Training...
[2024-12-12 19:32:26,903][demucs.solver][INFO] - Train | Epoch 793 | 1/14 | 0.24 it/sec | Loss 0.2630 | Reco 0.2630 | Grad 2.8716
[2024-12-12 19:32:27,577][demucs.solver][INFO] - Train | Epoch 793 | 2/14 | 0.33 it/sec | Loss 0.2526 | Reco 0.2526 | Grad 2.8118
[2024-12-12 19:32:28,239][demucs.solver][INFO] - Train | Epoch 793 | 3/14 | 0.42 it/sec | Loss 0.2644 | Reco 0.2644 | Grad 2.2504
[2024-12-12 19:32:28,900][demucs.solver][INFO] - Train | Epoch 793 | 4/14 | 0.49 it/sec | Loss 0.2603 | Reco 0.2603 | Grad 2.2905
[2024-12-12 19:32:29,567][demucs.solver][INFO] - Train | Epoch 793 | 5/14 | 0.55 it/sec | Loss 0.2552 | Reco 0.2552 | Grad 2.0698
[2024-12-12 19:32:30,225][demucs.solver][INFO] - Train | Epoch 793 | 6/14 | 0.60 it/sec | Loss 0.2520 | Reco 0.2520 | Grad 1.8085
[2024-12-12 19:32:30,886][demucs.solver][INFO] - Train | Epoch 793 | 7/14 | 0.65 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 1.6480
[2024-12-12 19:32:31,538][demucs.solver][INFO] - Train | Epoch 793 | 8/14 | 0.70 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 1.7368
[2024-12-12 19:32:32,189][demucs.solver][INFO] - Train | Epoch 793 | 9/14 | 0.74 it/sec | Loss 0.2523 | Reco 0.2523 | Grad 1.6365
[2024-12-12 19:32:32,843][demucs.solver][INFO] - Train | Epoch 793 | 10/14 | 0.77 it/sec | Loss 0.2506 | Reco 0.2506 | Grad 1.5414
[2024-12-12 19:32:33,494][demucs.solver][INFO] - Train | Epoch 793 | 11/14 | 0.81 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.5826
[2024-12-12 19:32:34,147][demucs.solver][INFO] - Train | Epoch 793 | 12/14 | 0.84 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.5909
[2024-12-12 19:32:34,800][demucs.solver][INFO] - Train | Epoch 793 | 13/14 | 0.86 it/sec | Loss 0.2489 | Reco 0.2489 | Grad 1.8699
[2024-12-12 19:32:35,161][demucs.solver][INFO] - Train Summary | Epoch 793 | Loss=0.2489 | Reco=0.2489 | Grad=1.8699
[2024-12-12 19:32:35,162][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:32:35,162][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:32:37,550][demucs.solver][INFO] - Valid | Epoch 793 | 1/20 | 2.62 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.344
[2024-12-12 19:32:37,841][demucs.solver][INFO] - Valid | Epoch 793 | 2/20 | 2.85 it/sec | Loss 0.4469 | Reco 0.4469 | Nsdr 1.068
[2024-12-12 19:32:38,091][demucs.solver][INFO] - Valid | Epoch 793 | 3/20 | 3.07 it/sec | Loss 0.4913 | Reco 0.4913 | Nsdr 1.156
[2024-12-12 19:32:38,270][demucs.solver][INFO] - Valid | Epoch 793 | 4/20 | 3.37 it/sec | Loss 0.5077 | Reco 0.5077 | Nsdr 1.205
[2024-12-12 19:32:38,472][demucs.solver][INFO] - Valid | Epoch 793 | 5/20 | 3.56 it/sec | Loss 0.5280 | Reco 0.5280 | Nsdr 1.200
[2024-12-12 19:32:38,706][demucs.solver][INFO] - Valid | Epoch 793 | 6/20 | 3.65 it/sec | Loss 0.5120 | Reco 0.5120 | Nsdr 1.220
[2024-12-12 19:32:38,938][demucs.solver][INFO] - Valid | Epoch 793 | 7/20 | 3.72 it/sec | Loss 0.5329 | Reco 0.5329 | Nsdr 1.242
[2024-12-12 19:32:39,167][demucs.solver][INFO] - Valid | Epoch 793 | 8/20 | 3.78 it/sec | Loss 0.5491 | Reco 0.5491 | Nsdr 1.242
[2024-12-12 19:32:39,398][demucs.solver][INFO] - Valid | Epoch 793 | 9/20 | 3.83 it/sec | Loss 0.5473 | Reco 0.5473 | Nsdr 1.267
[2024-12-12 19:32:39,598][demucs.solver][INFO] - Valid | Epoch 793 | 10/20 | 3.91 it/sec | Loss 0.5395 | Reco 0.5395 | Nsdr 1.252
[2024-12-12 19:32:39,820][demucs.solver][INFO] - Valid | Epoch 793 | 11/20 | 3.96 it/sec | Loss 0.5471 | Reco 0.5471 | Nsdr 1.251
[2024-12-12 19:32:40,044][demucs.solver][INFO] - Valid | Epoch 793 | 12/20 | 3.99 it/sec | Loss 0.5562 | Reco 0.5562 | Nsdr 1.231
[2024-12-12 19:32:40,222][demucs.solver][INFO] - Valid | Epoch 793 | 13/20 | 4.08 it/sec | Loss 0.5640 | Reco 0.5640 | Nsdr 1.232
[2024-12-12 19:32:40,446][demucs.solver][INFO] - Valid | Epoch 793 | 14/20 | 4.10 it/sec | Loss 0.5614 | Reco 0.5614 | Nsdr 1.242
[2024-12-12 19:32:40,626][demucs.solver][INFO] - Valid | Epoch 793 | 15/20 | 4.17 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.251
[2024-12-12 19:32:40,806][demucs.solver][INFO] - Valid | Epoch 793 | 16/20 | 4.23 it/sec | Loss 0.5665 | Reco 0.5665 | Nsdr 1.258
[2024-12-12 19:32:40,962][demucs.solver][INFO] - Valid | Epoch 793 | 17/20 | 4.31 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.265
[2024-12-12 19:32:41,161][demucs.solver][INFO] - Valid | Epoch 793 | 18/20 | 4.34 it/sec | Loss 0.5393 | Reco 0.5393 | Nsdr 1.227
[2024-12-12 19:32:41,361][demucs.solver][INFO] - Valid | Epoch 793 | 19/20 | 4.37 it/sec | Loss 0.5377 | Reco 0.5377 | Nsdr 1.242
[2024-12-12 19:32:42,029][demucs.solver][INFO] - Valid Summary | Epoch 793 | Loss=0.5377 | Reco=0.5377 | Nsdr=1.242 | Best=0.5289 | Bname=main
[2024-12-12 19:32:43,507][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:32:43,507][demucs.solver][INFO] - Training...
[2024-12-12 19:32:54,465][demucs.solver][INFO] - Train | Epoch 794 | 1/14 | 0.22 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.3278
[2024-12-12 19:32:55,201][demucs.solver][INFO] - Train | Epoch 794 | 2/14 | 0.30 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 2.3998
[2024-12-12 19:32:55,917][demucs.solver][INFO] - Train | Epoch 794 | 3/14 | 0.38 it/sec | Loss 0.2346 | Reco 0.2346 | Grad 2.4200
[2024-12-12 19:32:56,629][demucs.solver][INFO] - Train | Epoch 794 | 4/14 | 0.44 it/sec | Loss 0.2324 | Reco 0.2324 | Grad 2.2547
[2024-12-12 19:32:57,355][demucs.solver][INFO] - Train | Epoch 794 | 5/14 | 0.50 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 2.6589
[2024-12-12 19:32:58,046][demucs.solver][INFO] - Train | Epoch 794 | 6/14 | 0.55 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.5455
[2024-12-12 19:32:58,709][demucs.solver][INFO] - Train | Epoch 794 | 7/14 | 0.60 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.2546
[2024-12-12 19:32:59,381][demucs.solver][INFO] - Train | Epoch 794 | 8/14 | 0.64 it/sec | Loss 0.2420 | Reco 0.2420 | Grad 2.1858
[2024-12-12 19:33:00,052][demucs.solver][INFO] - Train | Epoch 794 | 9/14 | 0.68 it/sec | Loss 0.2429 | Reco 0.2429 | Grad 2.1083
[2024-12-12 19:33:00,719][demucs.solver][INFO] - Train | Epoch 794 | 10/14 | 0.71 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.2002
[2024-12-12 19:33:01,385][demucs.solver][INFO] - Train | Epoch 794 | 11/14 | 0.75 it/sec | Loss 0.2391 | Reco 0.2391 | Grad 2.2740
[2024-12-12 19:33:02,055][demucs.solver][INFO] - Train | Epoch 794 | 12/14 | 0.78 it/sec | Loss 0.2410 | Reco 0.2410 | Grad 2.1139
[2024-12-12 19:33:02,740][demucs.solver][INFO] - Train | Epoch 794 | 13/14 | 0.80 it/sec | Loss 0.2407 | Reco 0.2407 | Grad 2.0292
[2024-12-12 19:33:03,066][demucs.solver][INFO] - Train Summary | Epoch 794 | Loss=0.2407 | Reco=0.2407 | Grad=2.0292
[2024-12-12 19:33:03,067][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:33:03,067][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:33:06,774][demucs.solver][INFO] - Valid | Epoch 794 | 1/20 | 0.95 it/sec | Loss 0.5700 | Reco 0.5700 | Nsdr 1.358
[2024-12-12 19:33:07,629][demucs.solver][INFO] - Valid | Epoch 794 | 2/20 | 1.01 it/sec | Loss 0.4475 | Reco 0.4475 | Nsdr 1.068
[2024-12-12 19:33:08,431][demucs.solver][INFO] - Valid | Epoch 794 | 3/20 | 1.06 it/sec | Loss 0.4918 | Reco 0.4918 | Nsdr 1.170
[2024-12-12 19:33:08,993][demucs.solver][INFO] - Valid | Epoch 794 | 4/20 | 1.15 it/sec | Loss 0.5078 | Reco 0.5078 | Nsdr 1.222
[2024-12-12 19:33:09,465][demucs.solver][INFO] - Valid | Epoch 794 | 5/20 | 1.25 it/sec | Loss 0.5272 | Reco 0.5272 | Nsdr 1.227
[2024-12-12 19:33:09,879][demucs.solver][INFO] - Valid | Epoch 794 | 6/20 | 1.34 it/sec | Loss 0.5111 | Reco 0.5111 | Nsdr 1.249
[2024-12-12 19:33:10,159][demucs.solver][INFO] - Valid | Epoch 794 | 7/20 | 1.45 it/sec | Loss 0.5318 | Reco 0.5318 | Nsdr 1.276
[2024-12-12 19:33:10,455][demucs.solver][INFO] - Valid | Epoch 794 | 8/20 | 1.55 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.278
[2024-12-12 19:33:10,720][demucs.solver][INFO] - Valid | Epoch 794 | 9/20 | 1.65 it/sec | Loss 0.5454 | Reco 0.5454 | Nsdr 1.307
[2024-12-12 19:33:11,037][demucs.solver][INFO] - Valid | Epoch 794 | 10/20 | 1.72 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.289
[2024-12-12 19:33:11,364][demucs.solver][INFO] - Valid | Epoch 794 | 11/20 | 1.79 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.287
[2024-12-12 19:33:11,616][demucs.solver][INFO] - Valid | Epoch 794 | 12/20 | 1.87 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.265
[2024-12-12 19:33:11,826][demucs.solver][INFO] - Valid | Epoch 794 | 13/20 | 1.95 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.270
[2024-12-12 19:33:12,038][demucs.solver][INFO] - Valid | Epoch 794 | 14/20 | 2.03 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.279
[2024-12-12 19:33:12,240][demucs.solver][INFO] - Valid | Epoch 794 | 15/20 | 2.11 it/sec | Loss 0.5607 | Reco 0.5607 | Nsdr 1.288
[2024-12-12 19:33:12,440][demucs.solver][INFO] - Valid | Epoch 794 | 16/20 | 2.18 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.294
[2024-12-12 19:33:12,665][demucs.solver][INFO] - Valid | Epoch 794 | 17/20 | 2.25 it/sec | Loss 0.5532 | Reco 0.5532 | Nsdr 1.301
[2024-12-12 19:33:12,864][demucs.solver][INFO] - Valid | Epoch 794 | 18/20 | 2.32 it/sec | Loss 0.5378 | Reco 0.5378 | Nsdr 1.260
[2024-12-12 19:33:13,063][demucs.solver][INFO] - Valid | Epoch 794 | 19/20 | 2.38 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.277
[2024-12-12 19:33:13,480][demucs.solver][INFO] - Valid Summary | Epoch 794 | Loss=0.5361 | Reco=0.5361 | Nsdr=1.277 | Best=0.5289 | Bname=main
[2024-12-12 19:33:14,938][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:33:14,939][demucs.solver][INFO] - Training...
[2024-12-12 19:33:25,644][demucs.solver][INFO] - Train | Epoch 795 | 1/14 | 0.22 it/sec | Loss 0.2618 | Reco 0.2618 | Grad 1.4396
[2024-12-12 19:33:26,317][demucs.solver][INFO] - Train | Epoch 795 | 2/14 | 0.31 it/sec | Loss 0.2456 | Reco 0.2456 | Grad 1.0894
[2024-12-12 19:33:27,000][demucs.solver][INFO] - Train | Epoch 795 | 3/14 | 0.38 it/sec | Loss 0.2461 | Reco 0.2461 | Grad 1.4320
[2024-12-12 19:33:27,659][demucs.solver][INFO] - Train | Epoch 795 | 4/14 | 0.45 it/sec | Loss 0.2478 | Reco 0.2478 | Grad 1.2185
[2024-12-12 19:33:28,314][demucs.solver][INFO] - Train | Epoch 795 | 5/14 | 0.51 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 1.1804
[2024-12-12 19:33:28,973][demucs.solver][INFO] - Train | Epoch 795 | 6/14 | 0.56 it/sec | Loss 0.2421 | Reco 0.2421 | Grad 1.4366
[2024-12-12 19:33:29,631][demucs.solver][INFO] - Train | Epoch 795 | 7/14 | 0.61 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 1.8123
[2024-12-12 19:33:30,359][demucs.solver][INFO] - Train | Epoch 795 | 8/14 | 0.65 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 1.6903
[2024-12-12 19:33:31,556][demucs.solver][INFO] - Train | Epoch 795 | 9/14 | 0.67 it/sec | Loss 0.2517 | Reco 0.2517 | Grad 1.8256
[2024-12-12 19:33:32,220][demucs.solver][INFO] - Train | Epoch 795 | 10/14 | 0.70 it/sec | Loss 0.2500 | Reco 0.2500 | Grad 1.8953
[2024-12-12 19:33:32,878][demucs.solver][INFO] - Train | Epoch 795 | 11/14 | 0.74 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 1.9899
[2024-12-12 19:33:33,538][demucs.solver][INFO] - Train | Epoch 795 | 12/14 | 0.77 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 2.0055
[2024-12-12 19:33:34,194][demucs.solver][INFO] - Train | Epoch 795 | 13/14 | 0.79 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 2.0736
[2024-12-12 19:33:34,531][demucs.solver][INFO] - Train Summary | Epoch 795 | Loss=0.2441 | Reco=0.2441 | Grad=2.0736
[2024-12-12 19:33:34,531][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:33:34,531][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:33:37,213][demucs.solver][INFO] - Valid | Epoch 795 | 1/20 | 1.87 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.384
[2024-12-12 19:33:37,576][demucs.solver][INFO] - Valid | Epoch 795 | 2/20 | 2.09 it/sec | Loss 0.4455 | Reco 0.4455 | Nsdr 1.084
[2024-12-12 19:33:38,007][demucs.solver][INFO] - Valid | Epoch 795 | 3/20 | 2.14 it/sec | Loss 0.4891 | Reco 0.4891 | Nsdr 1.186
[2024-12-12 19:33:38,324][demucs.solver][INFO] - Valid | Epoch 795 | 4/20 | 2.29 it/sec | Loss 0.5051 | Reco 0.5051 | Nsdr 1.243
[2024-12-12 19:33:38,506][demucs.solver][INFO] - Valid | Epoch 795 | 5/20 | 2.54 it/sec | Loss 0.5249 | Reco 0.5249 | Nsdr 1.244
[2024-12-12 19:33:38,750][demucs.solver][INFO] - Valid | Epoch 795 | 6/20 | 2.68 it/sec | Loss 0.5089 | Reco 0.5089 | Nsdr 1.266
[2024-12-12 19:33:38,981][demucs.solver][INFO] - Valid | Epoch 795 | 7/20 | 2.82 it/sec | Loss 0.5292 | Reco 0.5292 | Nsdr 1.295
[2024-12-12 19:33:39,301][demucs.solver][INFO] - Valid | Epoch 795 | 8/20 | 2.85 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.298
[2024-12-12 19:33:39,589][demucs.solver][INFO] - Valid | Epoch 795 | 9/20 | 2.90 it/sec | Loss 0.5431 | Reco 0.5431 | Nsdr 1.324
[2024-12-12 19:33:39,847][demucs.solver][INFO] - Valid | Epoch 795 | 10/20 | 2.97 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.306
[2024-12-12 19:33:40,099][demucs.solver][INFO] - Valid | Epoch 795 | 11/20 | 3.03 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.304
[2024-12-12 19:33:40,329][demucs.solver][INFO] - Valid | Epoch 795 | 12/20 | 3.10 it/sec | Loss 0.5524 | Reco 0.5524 | Nsdr 1.283
[2024-12-12 19:33:40,598][demucs.solver][INFO] - Valid | Epoch 795 | 13/20 | 3.14 it/sec | Loss 0.5600 | Reco 0.5600 | Nsdr 1.288
[2024-12-12 19:33:40,767][demucs.solver][INFO] - Valid | Epoch 795 | 14/20 | 3.24 it/sec | Loss 0.5574 | Reco 0.5574 | Nsdr 1.298
[2024-12-12 19:33:41,004][demucs.solver][INFO] - Valid | Epoch 795 | 15/20 | 3.29 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.307
[2024-12-12 19:33:41,321][demucs.solver][INFO] - Valid | Epoch 795 | 16/20 | 3.28 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.314
[2024-12-12 19:33:41,580][demucs.solver][INFO] - Valid | Epoch 795 | 17/20 | 3.31 it/sec | Loss 0.5510 | Reco 0.5510 | Nsdr 1.319
[2024-12-12 19:33:41,816][demucs.solver][INFO] - Valid | Epoch 795 | 18/20 | 3.35 it/sec | Loss 0.5357 | Reco 0.5357 | Nsdr 1.278
[2024-12-12 19:33:42,146][demucs.solver][INFO] - Valid | Epoch 795 | 19/20 | 3.33 it/sec | Loss 0.5341 | Reco 0.5341 | Nsdr 1.294
[2024-12-12 19:33:42,567][demucs.solver][INFO] - Valid Summary | Epoch 795 | Loss=0.5341 | Reco=0.5341 | Nsdr=1.294 | Best=0.5289 | Bname=main
[2024-12-12 19:33:43,906][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:33:43,907][demucs.solver][INFO] - Training...
[2024-12-12 19:33:52,308][demucs.solver][INFO] - Train | Epoch 796 | 1/14 | 0.30 it/sec | Loss 0.2674 | Reco 0.2674 | Grad 3.2015
[2024-12-12 19:33:53,914][demucs.solver][INFO] - Train | Epoch 796 | 2/14 | 0.36 it/sec | Loss 0.2636 | Reco 0.2636 | Grad 3.1703
[2024-12-12 19:33:54,588][demucs.solver][INFO] - Train | Epoch 796 | 3/14 | 0.44 it/sec | Loss 0.2563 | Reco 0.2563 | Grad 2.5484
[2024-12-12 19:33:55,247][demucs.solver][INFO] - Train | Epoch 796 | 4/14 | 0.52 it/sec | Loss 0.2445 | Reco 0.2445 | Grad 2.2467
[2024-12-12 19:33:55,913][demucs.solver][INFO] - Train | Epoch 796 | 5/14 | 0.58 it/sec | Loss 0.2502 | Reco 0.2502 | Grad 2.1892
[2024-12-12 19:33:56,766][demucs.solver][INFO] - Train | Epoch 796 | 6/14 | 0.63 it/sec | Loss 0.2442 | Reco 0.2442 | Grad 2.0231
[2024-12-12 19:33:57,433][demucs.solver][INFO] - Train | Epoch 796 | 7/14 | 0.68 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 1.8951
[2024-12-12 19:33:58,093][demucs.solver][INFO] - Train | Epoch 796 | 8/14 | 0.72 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.0707
[2024-12-12 19:33:58,756][demucs.solver][INFO] - Train | Epoch 796 | 9/14 | 0.76 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.9992
[2024-12-12 19:33:59,522][demucs.solver][INFO] - Train | Epoch 796 | 10/14 | 0.79 it/sec | Loss 0.2451 | Reco 0.2451 | Grad 2.1102
[2024-12-12 19:34:00,726][demucs.solver][INFO] - Train | Epoch 796 | 11/14 | 0.79 it/sec | Loss 0.2423 | Reco 0.2423 | Grad 2.0123
[2024-12-12 19:34:01,934][demucs.solver][INFO] - Train | Epoch 796 | 12/14 | 0.80 it/sec | Loss 0.2459 | Reco 0.2459 | Grad 1.9267
[2024-12-12 19:34:03,144][demucs.solver][INFO] - Train | Epoch 796 | 13/14 | 0.80 it/sec | Loss 0.2440 | Reco 0.2440 | Grad 1.8929
[2024-12-12 19:34:03,501][demucs.solver][INFO] - Train Summary | Epoch 796 | Loss=0.2440 | Reco=0.2440 | Grad=1.8929
[2024-12-12 19:34:03,502][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:34:03,502][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:34:06,032][demucs.solver][INFO] - Valid | Epoch 796 | 1/20 | 2.17 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.320
[2024-12-12 19:34:06,272][demucs.solver][INFO] - Valid | Epoch 796 | 2/20 | 2.58 it/sec | Loss 0.4478 | Reco 0.4478 | Nsdr 1.032
[2024-12-12 19:34:06,454][demucs.solver][INFO] - Valid | Epoch 796 | 3/20 | 2.97 it/sec | Loss 0.4913 | Reco 0.4913 | Nsdr 1.131
[2024-12-12 19:34:06,657][demucs.solver][INFO] - Valid | Epoch 796 | 4/20 | 3.23 it/sec | Loss 0.5076 | Reco 0.5076 | Nsdr 1.189
[2024-12-12 19:34:06,860][demucs.solver][INFO] - Valid | Epoch 796 | 5/20 | 3.43 it/sec | Loss 0.5272 | Reco 0.5272 | Nsdr 1.202
[2024-12-12 19:34:07,088][demucs.solver][INFO] - Valid | Epoch 796 | 6/20 | 3.54 it/sec | Loss 0.5111 | Reco 0.5111 | Nsdr 1.227
[2024-12-12 19:34:07,291][demucs.solver][INFO] - Valid | Epoch 796 | 7/20 | 3.67 it/sec | Loss 0.5315 | Reco 0.5315 | Nsdr 1.253
[2024-12-12 19:34:07,469][demucs.solver][INFO] - Valid | Epoch 796 | 8/20 | 3.81 it/sec | Loss 0.5477 | Reco 0.5477 | Nsdr 1.256
[2024-12-12 19:34:07,697][demucs.solver][INFO] - Valid | Epoch 796 | 9/20 | 3.86 it/sec | Loss 0.5455 | Reco 0.5455 | Nsdr 1.282
[2024-12-12 19:34:07,853][demucs.solver][INFO] - Valid | Epoch 796 | 10/20 | 4.01 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.265
[2024-12-12 19:34:08,054][demucs.solver][INFO] - Valid | Epoch 796 | 11/20 | 4.07 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.264
[2024-12-12 19:34:08,291][demucs.solver][INFO] - Valid | Epoch 796 | 12/20 | 4.09 it/sec | Loss 0.5546 | Reco 0.5546 | Nsdr 1.245
[2024-12-12 19:34:08,494][demucs.solver][INFO] - Valid | Epoch 796 | 13/20 | 4.14 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.252
[2024-12-12 19:34:08,648][demucs.solver][INFO] - Valid | Epoch 796 | 14/20 | 4.24 it/sec | Loss 0.5596 | Reco 0.5596 | Nsdr 1.260
[2024-12-12 19:34:08,802][demucs.solver][INFO] - Valid | Epoch 796 | 15/20 | 4.33 it/sec | Loss 0.5608 | Reco 0.5608 | Nsdr 1.268
[2024-12-12 19:34:08,982][demucs.solver][INFO] - Valid | Epoch 796 | 16/20 | 4.39 it/sec | Loss 0.5648 | Reco 0.5648 | Nsdr 1.276
[2024-12-12 19:34:09,206][demucs.solver][INFO] - Valid | Epoch 796 | 17/20 | 4.39 it/sec | Loss 0.5533 | Reco 0.5533 | Nsdr 1.276
[2024-12-12 19:34:09,407][demucs.solver][INFO] - Valid | Epoch 796 | 18/20 | 4.42 it/sec | Loss 0.5380 | Reco 0.5380 | Nsdr 1.236
[2024-12-12 19:34:09,606][demucs.solver][INFO] - Valid | Epoch 796 | 19/20 | 4.45 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.252
[2024-12-12 19:34:10,152][demucs.solver][INFO] - Valid Summary | Epoch 796 | Loss=0.5363 | Reco=0.5363 | Nsdr=1.252 | Best=0.5289 | Bname=main
[2024-12-12 19:34:11,752][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:34:11,754][demucs.solver][INFO] - Training...
[2024-12-12 19:34:19,841][demucs.solver][INFO] - Train | Epoch 797 | 1/14 | 0.33 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 1.0416
[2024-12-12 19:34:20,592][demucs.solver][INFO] - Train | Epoch 797 | 2/14 | 0.44 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 1.4070
[2024-12-12 19:34:23,609][demucs.solver][INFO] - Train | Epoch 797 | 3/14 | 0.41 it/sec | Loss 0.2477 | Reco 0.2477 | Grad 1.2653
[2024-12-12 19:34:24,269][demucs.solver][INFO] - Train | Epoch 797 | 4/14 | 0.48 it/sec | Loss 0.2503 | Reco 0.2503 | Grad 1.3586
[2024-12-12 19:34:24,928][demucs.solver][INFO] - Train | Epoch 797 | 5/14 | 0.54 it/sec | Loss 0.2495 | Reco 0.2495 | Grad 1.2024
[2024-12-12 19:34:25,587][demucs.solver][INFO] - Train | Epoch 797 | 6/14 | 0.59 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 1.3915
[2024-12-12 19:34:26,257][demucs.solver][INFO] - Train | Epoch 797 | 7/14 | 0.64 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 1.6034
[2024-12-12 19:34:26,918][demucs.solver][INFO] - Train | Epoch 797 | 8/14 | 0.68 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 1.4584
[2024-12-12 19:34:27,578][demucs.solver][INFO] - Train | Epoch 797 | 9/14 | 0.72 it/sec | Loss 0.2460 | Reco 0.2460 | Grad 1.4481
[2024-12-12 19:34:28,237][demucs.solver][INFO] - Train | Epoch 797 | 10/14 | 0.76 it/sec | Loss 0.2462 | Reco 0.2462 | Grad 1.5011
[2024-12-12 19:34:28,898][demucs.solver][INFO] - Train | Epoch 797 | 11/14 | 0.79 it/sec | Loss 0.2417 | Reco 0.2417 | Grad 1.4750
[2024-12-12 19:34:29,558][demucs.solver][INFO] - Train | Epoch 797 | 12/14 | 0.82 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.5761
[2024-12-12 19:34:30,221][demucs.solver][INFO] - Train | Epoch 797 | 13/14 | 0.85 it/sec | Loss 0.2399 | Reco 0.2399 | Grad 1.5650
[2024-12-12 19:34:30,591][demucs.solver][INFO] - Train Summary | Epoch 797 | Loss=0.2399 | Reco=0.2399 | Grad=1.5650
[2024-12-12 19:34:30,592][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:34:30,592][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:34:33,380][demucs.solver][INFO] - Valid | Epoch 797 | 1/20 | 1.82 it/sec | Loss 0.5736 | Reco 0.5736 | Nsdr 1.288
[2024-12-12 19:34:33,698][demucs.solver][INFO] - Valid | Epoch 797 | 2/20 | 2.12 it/sec | Loss 0.4499 | Reco 0.4499 | Nsdr 1.016
[2024-12-12 19:34:33,902][demucs.solver][INFO] - Valid | Epoch 797 | 3/20 | 2.47 it/sec | Loss 0.4943 | Reco 0.4943 | Nsdr 1.105
[2024-12-12 19:34:34,107][demucs.solver][INFO] - Valid | Epoch 797 | 4/20 | 2.74 it/sec | Loss 0.5107 | Reco 0.5107 | Nsdr 1.155
[2024-12-12 19:34:34,337][demucs.solver][INFO] - Valid | Epoch 797 | 5/20 | 2.92 it/sec | Loss 0.5309 | Reco 0.5309 | Nsdr 1.155
[2024-12-12 19:34:34,515][demucs.solver][INFO] - Valid | Epoch 797 | 6/20 | 3.13 it/sec | Loss 0.5147 | Reco 0.5147 | Nsdr 1.177
[2024-12-12 19:34:34,721][demucs.solver][INFO] - Valid | Epoch 797 | 7/20 | 3.28 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.201
[2024-12-12 19:34:34,923][demucs.solver][INFO] - Valid | Epoch 797 | 8/20 | 3.41 it/sec | Loss 0.5517 | Reco 0.5517 | Nsdr 1.204
[2024-12-12 19:34:35,151][demucs.solver][INFO] - Valid | Epoch 797 | 9/20 | 3.48 it/sec | Loss 0.5497 | Reco 0.5497 | Nsdr 1.230
[2024-12-12 19:34:35,332][demucs.solver][INFO] - Valid | Epoch 797 | 10/20 | 3.60 it/sec | Loss 0.5420 | Reco 0.5420 | Nsdr 1.214
[2024-12-12 19:34:35,529][demucs.solver][INFO] - Valid | Epoch 797 | 11/20 | 3.69 it/sec | Loss 0.5495 | Reco 0.5495 | Nsdr 1.214
[2024-12-12 19:34:35,756][demucs.solver][INFO] - Valid | Epoch 797 | 12/20 | 3.74 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.195
[2024-12-12 19:34:35,934][demucs.solver][INFO] - Valid | Epoch 797 | 13/20 | 3.83 it/sec | Loss 0.5661 | Reco 0.5661 | Nsdr 1.200
[2024-12-12 19:34:36,137][demucs.solver][INFO] - Valid | Epoch 797 | 14/20 | 3.89 it/sec | Loss 0.5635 | Reco 0.5635 | Nsdr 1.209
[2024-12-12 19:34:36,338][demucs.solver][INFO] - Valid | Epoch 797 | 15/20 | 3.94 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.217
[2024-12-12 19:34:36,538][demucs.solver][INFO] - Valid | Epoch 797 | 16/20 | 3.99 it/sec | Loss 0.5687 | Reco 0.5687 | Nsdr 1.225
[2024-12-12 19:34:36,739][demucs.solver][INFO] - Valid | Epoch 797 | 17/20 | 4.04 it/sec | Loss 0.5572 | Reco 0.5572 | Nsdr 1.227
[2024-12-12 19:34:36,962][demucs.solver][INFO] - Valid | Epoch 797 | 18/20 | 4.06 it/sec | Loss 0.5416 | Reco 0.5416 | Nsdr 1.190
[2024-12-12 19:34:37,161][demucs.solver][INFO] - Valid | Epoch 797 | 19/20 | 4.10 it/sec | Loss 0.5400 | Reco 0.5400 | Nsdr 1.204
[2024-12-12 19:34:37,573][demucs.solver][INFO] - Valid Summary | Epoch 797 | Loss=0.5400 | Reco=0.5400 | Nsdr=1.204 | Best=0.5289 | Bname=main
[2024-12-12 19:34:39,030][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:34:39,031][demucs.solver][INFO] - Training...
[2024-12-12 19:34:44,857][demucs.solver][INFO] - Train | Epoch 798 | 1/14 | 0.48 it/sec | Loss 0.2206 | Reco 0.2206 | Grad 0.5764
[2024-12-12 19:34:47,470][demucs.solver][INFO] - Train | Epoch 798 | 2/14 | 0.44 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 0.5385
[2024-12-12 19:34:48,145][demucs.solver][INFO] - Train | Epoch 798 | 3/14 | 0.54 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 1.4652
[2024-12-12 19:34:48,809][demucs.solver][INFO] - Train | Epoch 798 | 4/14 | 0.62 it/sec | Loss 0.2323 | Reco 0.2323 | Grad 1.6083
[2024-12-12 19:34:49,469][demucs.solver][INFO] - Train | Epoch 798 | 5/14 | 0.68 it/sec | Loss 0.2364 | Reco 0.2364 | Grad 1.6714
[2024-12-12 19:34:50,132][demucs.solver][INFO] - Train | Epoch 798 | 6/14 | 0.74 it/sec | Loss 0.2330 | Reco 0.2330 | Grad 1.6757
[2024-12-12 19:34:50,795][demucs.solver][INFO] - Train | Epoch 798 | 7/14 | 0.79 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.6504
[2024-12-12 19:34:51,455][demucs.solver][INFO] - Train | Epoch 798 | 8/14 | 0.84 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.8597
[2024-12-12 19:34:52,114][demucs.solver][INFO] - Train | Epoch 798 | 9/14 | 0.88 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.9094
[2024-12-12 19:34:52,777][demucs.solver][INFO] - Train | Epoch 798 | 10/14 | 0.91 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.7606
[2024-12-12 19:34:53,436][demucs.solver][INFO] - Train | Epoch 798 | 11/14 | 0.94 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.8774
[2024-12-12 19:34:54,090][demucs.solver][INFO] - Train | Epoch 798 | 12/14 | 0.97 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 1.8692
[2024-12-12 19:34:54,741][demucs.solver][INFO] - Train | Epoch 798 | 13/14 | 1.00 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 1.8667
[2024-12-12 19:34:55,090][demucs.solver][INFO] - Train Summary | Epoch 798 | Loss=0.2393 | Reco=0.2393 | Grad=1.8667
[2024-12-12 19:34:55,090][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:34:55,090][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:34:57,548][demucs.solver][INFO] - Valid | Epoch 798 | 1/20 | 2.26 it/sec | Loss 0.5686 | Reco 0.5686 | Nsdr 1.350
[2024-12-12 19:34:57,752][demucs.solver][INFO] - Valid | Epoch 798 | 2/20 | 2.76 it/sec | Loss 0.4467 | Reco 0.4467 | Nsdr 1.056
[2024-12-12 19:34:57,954][demucs.solver][INFO] - Valid | Epoch 798 | 3/20 | 3.10 it/sec | Loss 0.4902 | Reco 0.4902 | Nsdr 1.166
[2024-12-12 19:34:58,132][demucs.solver][INFO] - Valid | Epoch 798 | 4/20 | 3.40 it/sec | Loss 0.5061 | Reco 0.5061 | Nsdr 1.225
[2024-12-12 19:34:58,360][demucs.solver][INFO] - Valid | Epoch 798 | 5/20 | 3.54 it/sec | Loss 0.5254 | Reco 0.5254 | Nsdr 1.231
[2024-12-12 19:34:58,541][demucs.solver][INFO] - Valid | Epoch 798 | 6/20 | 3.73 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.254
[2024-12-12 19:34:58,765][demucs.solver][INFO] - Valid | Epoch 798 | 7/20 | 3.81 it/sec | Loss 0.5298 | Reco 0.5298 | Nsdr 1.284
[2024-12-12 19:34:58,965][demucs.solver][INFO] - Valid | Epoch 798 | 8/20 | 3.91 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.289
[2024-12-12 19:34:59,168][demucs.solver][INFO] - Valid | Epoch 798 | 9/20 | 3.99 it/sec | Loss 0.5433 | Reco 0.5433 | Nsdr 1.318
[2024-12-12 19:34:59,324][demucs.solver][INFO] - Valid | Epoch 798 | 10/20 | 4.13 it/sec | Loss 0.5358 | Reco 0.5358 | Nsdr 1.300
[2024-12-12 19:34:59,502][demucs.solver][INFO] - Valid | Epoch 798 | 11/20 | 4.23 it/sec | Loss 0.5436 | Reco 0.5436 | Nsdr 1.297
[2024-12-12 19:34:59,724][demucs.solver][INFO] - Valid | Epoch 798 | 12/20 | 4.25 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.275
[2024-12-12 19:34:59,925][demucs.solver][INFO] - Valid | Epoch 798 | 13/20 | 4.29 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.278
[2024-12-12 19:35:00,124][demucs.solver][INFO] - Valid | Epoch 798 | 14/20 | 4.34 it/sec | Loss 0.5578 | Reco 0.5578 | Nsdr 1.288
[2024-12-12 19:35:00,324][demucs.solver][INFO] - Valid | Epoch 798 | 15/20 | 4.37 it/sec | Loss 0.5589 | Reco 0.5589 | Nsdr 1.296
[2024-12-12 19:35:00,519][demucs.solver][INFO] - Valid | Epoch 798 | 16/20 | 4.41 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.302
[2024-12-12 19:35:00,698][demucs.solver][INFO] - Valid | Epoch 798 | 17/20 | 4.46 it/sec | Loss 0.5515 | Reco 0.5515 | Nsdr 1.305
[2024-12-12 19:35:00,880][demucs.solver][INFO] - Valid | Epoch 798 | 18/20 | 4.51 it/sec | Loss 0.5363 | Reco 0.5363 | Nsdr 1.263
[2024-12-12 19:35:01,035][demucs.solver][INFO] - Valid | Epoch 798 | 19/20 | 4.57 it/sec | Loss 0.5346 | Reco 0.5346 | Nsdr 1.280
[2024-12-12 19:35:01,450][demucs.solver][INFO] - Valid Summary | Epoch 798 | Loss=0.5346 | Reco=0.5346 | Nsdr=1.280 | Best=0.5289 | Bname=main
[2024-12-12 19:35:02,927][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:35:02,927][demucs.solver][INFO] - Training...
[2024-12-12 19:35:13,349][demucs.solver][INFO] - Train | Epoch 799 | 1/14 | 0.23 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 1.5382
[2024-12-12 19:35:14,037][demucs.solver][INFO] - Train | Epoch 799 | 2/14 | 0.32 it/sec | Loss 0.2422 | Reco 0.2422 | Grad 1.2732
[2024-12-12 19:35:14,700][demucs.solver][INFO] - Train | Epoch 799 | 3/14 | 0.40 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.1713
[2024-12-12 19:35:15,356][demucs.solver][INFO] - Train | Epoch 799 | 4/14 | 0.47 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 1.4432
[2024-12-12 19:35:16,015][demucs.solver][INFO] - Train | Epoch 799 | 5/14 | 0.53 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.2637
[2024-12-12 19:35:16,679][demucs.solver][INFO] - Train | Epoch 799 | 6/14 | 0.58 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.1393
[2024-12-12 19:35:17,339][demucs.solver][INFO] - Train | Epoch 799 | 7/14 | 0.63 it/sec | Loss 0.2409 | Reco 0.2409 | Grad 1.2344
[2024-12-12 19:35:17,999][demucs.solver][INFO] - Train | Epoch 799 | 8/14 | 0.67 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.4300
[2024-12-12 19:35:18,658][demucs.solver][INFO] - Train | Epoch 799 | 9/14 | 0.71 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 1.6560
[2024-12-12 19:35:19,311][demucs.solver][INFO] - Train | Epoch 799 | 10/14 | 0.75 it/sec | Loss 0.2412 | Reco 0.2412 | Grad 1.7068
[2024-12-12 19:35:19,966][demucs.solver][INFO] - Train | Epoch 799 | 11/14 | 0.78 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.7645
[2024-12-12 19:35:20,623][demucs.solver][INFO] - Train | Epoch 799 | 12/14 | 0.81 it/sec | Loss 0.2449 | Reco 0.2449 | Grad 1.9518
[2024-12-12 19:35:21,278][demucs.solver][INFO] - Train | Epoch 799 | 13/14 | 0.84 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.8806
[2024-12-12 19:35:21,663][demucs.solver][INFO] - Train Summary | Epoch 799 | Loss=0.2455 | Reco=0.2455 | Grad=1.8806
[2024-12-12 19:35:21,663][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:35:21,663][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:35:24,266][demucs.solver][INFO] - Valid | Epoch 799 | 1/20 | 2.85 it/sec | Loss 0.5729 | Reco 0.5729 | Nsdr 1.281
[2024-12-12 19:35:24,481][demucs.solver][INFO] - Valid | Epoch 799 | 2/20 | 3.28 it/sec | Loss 0.4497 | Reco 0.4497 | Nsdr 1.003
[2024-12-12 19:35:24,690][demucs.solver][INFO] - Valid | Epoch 799 | 3/20 | 3.56 it/sec | Loss 0.4939 | Reco 0.4939 | Nsdr 1.102
[2024-12-12 19:35:24,893][demucs.solver][INFO] - Valid | Epoch 799 | 4/20 | 3.76 it/sec | Loss 0.5099 | Reco 0.5099 | Nsdr 1.157
[2024-12-12 19:35:25,113][demucs.solver][INFO] - Valid | Epoch 799 | 5/20 | 3.88 it/sec | Loss 0.5298 | Reco 0.5298 | Nsdr 1.159
[2024-12-12 19:35:25,317][demucs.solver][INFO] - Valid | Epoch 799 | 6/20 | 4.00 it/sec | Loss 0.5136 | Reco 0.5136 | Nsdr 1.183
[2024-12-12 19:35:25,522][demucs.solver][INFO] - Valid | Epoch 799 | 7/20 | 4.09 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.211
[2024-12-12 19:35:25,723][demucs.solver][INFO] - Valid | Epoch 799 | 8/20 | 4.17 it/sec | Loss 0.5502 | Reco 0.5502 | Nsdr 1.216
[2024-12-12 19:35:25,905][demucs.solver][INFO] - Valid | Epoch 799 | 9/20 | 4.27 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.245
[2024-12-12 19:35:26,108][demucs.solver][INFO] - Valid | Epoch 799 | 10/20 | 4.33 it/sec | Loss 0.5403 | Reco 0.5403 | Nsdr 1.229
[2024-12-12 19:35:26,337][demucs.solver][INFO] - Valid | Epoch 799 | 11/20 | 4.33 it/sec | Loss 0.5480 | Reco 0.5480 | Nsdr 1.228
[2024-12-12 19:35:26,562][demucs.solver][INFO] - Valid | Epoch 799 | 12/20 | 4.34 it/sec | Loss 0.5570 | Reco 0.5570 | Nsdr 1.209
[2024-12-12 19:35:26,763][demucs.solver][INFO] - Valid | Epoch 799 | 13/20 | 4.38 it/sec | Loss 0.5647 | Reco 0.5647 | Nsdr 1.213
[2024-12-12 19:35:26,964][demucs.solver][INFO] - Valid | Epoch 799 | 14/20 | 4.41 it/sec | Loss 0.5621 | Reco 0.5621 | Nsdr 1.222
[2024-12-12 19:35:27,144][demucs.solver][INFO] - Valid | Epoch 799 | 15/20 | 4.47 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.230
[2024-12-12 19:35:27,367][demucs.solver][INFO] - Valid | Epoch 799 | 16/20 | 4.47 it/sec | Loss 0.5673 | Reco 0.5673 | Nsdr 1.236
[2024-12-12 19:35:27,567][demucs.solver][INFO] - Valid | Epoch 799 | 17/20 | 4.50 it/sec | Loss 0.5558 | Reco 0.5558 | Nsdr 1.238
[2024-12-12 19:35:27,765][demucs.solver][INFO] - Valid | Epoch 799 | 18/20 | 4.52 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.198
[2024-12-12 19:35:27,964][demucs.solver][INFO] - Valid | Epoch 799 | 19/20 | 4.55 it/sec | Loss 0.5387 | Reco 0.5387 | Nsdr 1.214
[2024-12-12 19:35:28,374][demucs.solver][INFO] - Valid Summary | Epoch 799 | Loss=0.5387 | Reco=0.5387 | Nsdr=1.214 | Best=0.5289 | Bname=main
[2024-12-12 19:35:29,687][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:35:29,688][demucs.solver][INFO] - Training...
[2024-12-12 19:35:37,053][demucs.solver][INFO] - Train | Epoch 800 | 1/14 | 0.35 it/sec | Loss 0.2393 | Reco 0.2393 | Grad 1.9616
[2024-12-12 19:35:37,734][demucs.solver][INFO] - Train | Epoch 800 | 2/14 | 0.47 it/sec | Loss 0.2468 | Reco 0.2468 | Grad 2.1318
[2024-12-12 19:35:39,343][demucs.solver][INFO] - Train | Epoch 800 | 3/14 | 0.50 it/sec | Loss 0.2342 | Reco 0.2342 | Grad 2.0051
[2024-12-12 19:35:40,005][demucs.solver][INFO] - Train | Epoch 800 | 4/14 | 0.58 it/sec | Loss 0.2355 | Reco 0.2355 | Grad 1.8206
[2024-12-12 19:35:40,667][demucs.solver][INFO] - Train | Epoch 800 | 5/14 | 0.65 it/sec | Loss 0.2401 | Reco 0.2401 | Grad 1.6726
[2024-12-12 19:35:41,328][demucs.solver][INFO] - Train | Epoch 800 | 6/14 | 0.71 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 1.9594
[2024-12-12 19:35:41,990][demucs.solver][INFO] - Train | Epoch 800 | 7/14 | 0.76 it/sec | Loss 0.2466 | Reco 0.2466 | Grad 1.9019
[2024-12-12 19:35:42,652][demucs.solver][INFO] - Train | Epoch 800 | 8/14 | 0.80 it/sec | Loss 0.2496 | Reco 0.2496 | Grad 1.9990
[2024-12-12 19:35:43,312][demucs.solver][INFO] - Train | Epoch 800 | 9/14 | 0.84 it/sec | Loss 0.2498 | Reco 0.2498 | Grad 1.9482
[2024-12-12 19:35:43,967][demucs.solver][INFO] - Train | Epoch 800 | 10/14 | 0.88 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 2.0286
[2024-12-12 19:35:44,618][demucs.solver][INFO] - Train | Epoch 800 | 11/14 | 0.91 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 1.9115
[2024-12-12 19:35:45,270][demucs.solver][INFO] - Train | Epoch 800 | 12/14 | 0.94 it/sec | Loss 0.2457 | Reco 0.2457 | Grad 1.9710
[2024-12-12 19:35:45,925][demucs.solver][INFO] - Train | Epoch 800 | 13/14 | 0.96 it/sec | Loss 0.2453 | Reco 0.2453 | Grad 1.8617
[2024-12-12 19:35:46,258][demucs.solver][INFO] - Train Summary | Epoch 800 | Loss=0.2453 | Reco=0.2453 | Grad=1.8617
[2024-12-12 19:35:46,258][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:35:46,258][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:35:50,101][demucs.solver][INFO] - Valid | Epoch 800 | 1/20 | 0.98 it/sec | Loss 0.5690 | Reco 0.5690 | Nsdr 1.352
[2024-12-12 19:35:50,740][demucs.solver][INFO] - Valid | Epoch 800 | 2/20 | 1.12 it/sec | Loss 0.4467 | Reco 0.4467 | Nsdr 1.059
[2024-12-12 19:35:51,102][demucs.solver][INFO] - Valid | Epoch 800 | 3/20 | 1.31 it/sec | Loss 0.4906 | Reco 0.4906 | Nsdr 1.167
[2024-12-12 19:35:51,450][demucs.solver][INFO] - Valid | Epoch 800 | 4/20 | 1.47 it/sec | Loss 0.5065 | Reco 0.5065 | Nsdr 1.224
[2024-12-12 19:35:51,827][demucs.solver][INFO] - Valid | Epoch 800 | 5/20 | 1.59 it/sec | Loss 0.5261 | Reco 0.5261 | Nsdr 1.225
[2024-12-12 19:35:52,226][demucs.solver][INFO] - Valid | Epoch 800 | 6/20 | 1.68 it/sec | Loss 0.5100 | Reco 0.5100 | Nsdr 1.249
[2024-12-12 19:35:52,387][demucs.solver][INFO] - Valid | Epoch 800 | 7/20 | 1.85 it/sec | Loss 0.5305 | Reco 0.5305 | Nsdr 1.278
[2024-12-12 19:35:52,695][demucs.solver][INFO] - Valid | Epoch 800 | 8/20 | 1.94 it/sec | Loss 0.5464 | Reco 0.5464 | Nsdr 1.280
[2024-12-12 19:35:52,911][demucs.solver][INFO] - Valid | Epoch 800 | 9/20 | 2.06 it/sec | Loss 0.5441 | Reco 0.5441 | Nsdr 1.309
[2024-12-12 19:35:53,160][demucs.solver][INFO] - Valid | Epoch 800 | 10/20 | 2.16 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.292
[2024-12-12 19:35:53,361][demucs.solver][INFO] - Valid | Epoch 800 | 11/20 | 2.26 it/sec | Loss 0.5443 | Reco 0.5443 | Nsdr 1.289
[2024-12-12 19:35:53,563][demucs.solver][INFO] - Valid | Epoch 800 | 12/20 | 2.36 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.267
[2024-12-12 19:35:53,764][demucs.solver][INFO] - Valid | Epoch 800 | 13/20 | 2.45 it/sec | Loss 0.5611 | Reco 0.5611 | Nsdr 1.270
[2024-12-12 19:35:53,941][demucs.solver][INFO] - Valid | Epoch 800 | 14/20 | 2.55 it/sec | Loss 0.5585 | Reco 0.5585 | Nsdr 1.279
[2024-12-12 19:35:54,167][demucs.solver][INFO] - Valid | Epoch 800 | 15/20 | 2.62 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.288
[2024-12-12 19:35:54,370][demucs.solver][INFO] - Valid | Epoch 800 | 16/20 | 2.69 it/sec | Loss 0.5637 | Reco 0.5637 | Nsdr 1.294
[2024-12-12 19:35:54,596][demucs.solver][INFO] - Valid | Epoch 800 | 17/20 | 2.75 it/sec | Loss 0.5522 | Reco 0.5522 | Nsdr 1.299
[2024-12-12 19:35:54,799][demucs.solver][INFO] - Valid | Epoch 800 | 18/20 | 2.82 it/sec | Loss 0.5369 | Reco 0.5369 | Nsdr 1.258
[2024-12-12 19:35:54,955][demucs.solver][INFO] - Valid | Epoch 800 | 19/20 | 2.90 it/sec | Loss 0.5352 | Reco 0.5352 | Nsdr 1.274
[2024-12-12 19:35:55,375][demucs.solver][INFO] - Valid Summary | Epoch 800 | Loss=0.5352 | Reco=0.5352 | Nsdr=1.274 | Best=0.5289 | Bname=main
[2024-12-12 19:35:55,375][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:35:55,375][demucs.solver][INFO] - Evaluating on the test set...
[2024-12-12 19:36:09,926][demucs.evaluate][INFO] - Eval | 1/20 | 0.27 it/sec
[2024-12-12 19:36:13,665][demucs.evaluate][INFO] - Eval | 2/20 | 0.27 it/sec
[2024-12-12 19:36:17,426][demucs.evaluate][INFO] - Eval | 3/20 | 0.27 it/sec
[2024-12-12 19:36:21,064][demucs.evaluate][INFO] - Eval | 4/20 | 0.27 it/sec
[2024-12-12 19:36:24,803][demucs.evaluate][INFO] - Eval | 5/20 | 0.27 it/sec
[2024-12-12 19:36:28,575][demucs.evaluate][INFO] - Eval | 6/20 | 0.27 it/sec
[2024-12-12 19:36:32,206][demucs.evaluate][INFO] - Eval | 7/20 | 0.27 it/sec
[2024-12-12 19:36:35,819][demucs.evaluate][INFO] - Eval | 8/20 | 0.27 it/sec
[2024-12-12 19:36:39,393][demucs.evaluate][INFO] - Eval | 9/20 | 0.27 it/sec
[2024-12-12 19:36:42,950][demucs.evaluate][INFO] - Eval | 10/20 | 0.27 it/sec
[2024-12-12 19:36:46,549][demucs.evaluate][INFO] - Eval | 11/20 | 0.27 it/sec
[2024-12-12 19:36:50,281][demucs.evaluate][INFO] - Eval | 12/20 | 0.27 it/sec
[2024-12-12 19:36:54,018][demucs.evaluate][INFO] - Eval | 13/20 | 0.27 it/sec
[2024-12-12 19:36:57,687][demucs.evaluate][INFO] - Eval | 14/20 | 0.27 it/sec
[2024-12-12 19:37:01,516][demucs.evaluate][INFO] - Eval | 15/20 | 0.27 it/sec
[2024-12-12 19:37:05,115][demucs.evaluate][INFO] - Eval | 16/20 | 0.27 it/sec
[2024-12-12 19:37:08,889][demucs.evaluate][INFO] - Eval | 17/20 | 0.27 it/sec
[2024-12-12 19:37:12,531][demucs.evaluate][INFO] - Eval | 18/20 | 0.27 it/sec
[2024-12-12 19:37:16,153][demucs.evaluate][INFO] - Eval | 19/20 | 0.27 it/sec
[2024-12-12 19:37:16,238][demucs.evaluate][INFO] - Eval (BSS) | 1/20 | 23.71 it/sec
[2024-12-12 19:37:16,248][demucs.evaluate][INFO] - Eval (BSS) | 2/20 | 31.90 it/sec
[2024-12-12 19:37:16,257][demucs.evaluate][INFO] - Eval (BSS) | 3/20 | 38.99 it/sec
[2024-12-12 19:37:16,265][demucs.evaluate][INFO] - Eval (BSS) | 4/20 | 45.07 it/sec
[2024-12-12 19:37:16,271][demucs.evaluate][INFO] - Eval (BSS) | 5/20 | 51.29 it/sec
[2024-12-12 19:37:16,279][demucs.evaluate][INFO] - Eval (BSS) | 6/20 | 56.06 it/sec
[2024-12-12 19:37:16,289][demucs.evaluate][INFO] - Eval (BSS) | 7/20 | 59.08 it/sec
[2024-12-12 19:37:16,297][demucs.evaluate][INFO] - Eval (BSS) | 8/20 | 63.12 it/sec
[2024-12-12 19:37:16,307][demucs.evaluate][INFO] - Eval (BSS) | 9/20 | 65.35 it/sec
[2024-12-12 19:37:16,318][demucs.evaluate][INFO] - Eval (BSS) | 10/20 | 66.90 it/sec
[2024-12-12 19:37:16,325][demucs.evaluate][INFO] - Eval (BSS) | 11/20 | 70.31 it/sec
[2024-12-12 19:37:16,332][demucs.evaluate][INFO] - Eval (BSS) | 12/20 | 73.15 it/sec
[2024-12-12 19:37:16,340][demucs.evaluate][INFO] - Eval (BSS) | 13/20 | 75.34 it/sec
[2024-12-12 19:37:16,352][demucs.evaluate][INFO] - Eval (BSS) | 14/20 | 75.58 it/sec
[2024-12-12 19:37:16,358][demucs.evaluate][INFO] - Eval (BSS) | 15/20 | 78.25 it/sec
[2024-12-12 19:37:16,366][demucs.evaluate][INFO] - Eval (BSS) | 16/20 | 80.12 it/sec
[2024-12-12 19:37:16,373][demucs.evaluate][INFO] - Eval (BSS) | 17/20 | 82.08 it/sec
[2024-12-12 19:37:16,385][demucs.evaluate][INFO] - Eval (BSS) | 18/20 | 82.08 it/sec
[2024-12-12 19:37:16,394][demucs.evaluate][INFO] - Eval (BSS) | 19/20 | 83.40 it/sec
[2024-12-12 19:37:16,451][demucs.solver][INFO] - Test Summary | Epoch 800 | Nsdr=1.114 | Nsdr_drums=1.102 | Nsdr_bass=1.124 | Nsdr_other=1.107 | Nsdr_vocals=1.123
[2024-12-12 19:37:17,917][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:37:17,919][demucs.solver][INFO] - Training...
[2024-12-12 19:37:31,793][demucs.solver][INFO] - Train | Epoch 801 | 1/14 | 0.17 it/sec | Loss 0.2196 | Reco 0.2196 | Grad 0.7693
[2024-12-12 19:37:32,455][demucs.solver][INFO] - Train | Epoch 801 | 2/14 | 0.23 it/sec | Loss 0.2144 | Reco 0.2144 | Grad 1.0235
[2024-12-12 19:37:33,120][demucs.solver][INFO] - Train | Epoch 801 | 3/14 | 0.30 it/sec | Loss 0.2139 | Reco 0.2139 | Grad 1.1841
[2024-12-12 19:37:33,782][demucs.solver][INFO] - Train | Epoch 801 | 4/14 | 0.35 it/sec | Loss 0.2252 | Reco 0.2252 | Grad 1.2756
[2024-12-12 19:37:34,440][demucs.solver][INFO] - Train | Epoch 801 | 5/14 | 0.41 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 1.4244
[2024-12-12 19:37:35,101][demucs.solver][INFO] - Train | Epoch 801 | 6/14 | 0.45 it/sec | Loss 0.2308 | Reco 0.2308 | Grad 1.2797
[2024-12-12 19:37:35,764][demucs.solver][INFO] - Train | Epoch 801 | 7/14 | 0.50 it/sec | Loss 0.2340 | Reco 0.2340 | Grad 1.6163
[2024-12-12 19:37:36,419][demucs.solver][INFO] - Train | Epoch 801 | 8/14 | 0.54 it/sec | Loss 0.2359 | Reco 0.2359 | Grad 1.5020
[2024-12-12 19:37:37,074][demucs.solver][INFO] - Train | Epoch 801 | 9/14 | 0.57 it/sec | Loss 0.2360 | Reco 0.2360 | Grad 1.5173
[2024-12-12 19:37:37,730][demucs.solver][INFO] - Train | Epoch 801 | 10/14 | 0.61 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.5575
[2024-12-12 19:37:38,381][demucs.solver][INFO] - Train | Epoch 801 | 11/14 | 0.64 it/sec | Loss 0.2384 | Reco 0.2384 | Grad 1.4989
[2024-12-12 19:37:39,034][demucs.solver][INFO] - Train | Epoch 801 | 12/14 | 0.67 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 1.4587
[2024-12-12 19:37:39,691][demucs.solver][INFO] - Train | Epoch 801 | 13/14 | 0.70 it/sec | Loss 0.2371 | Reco 0.2371 | Grad 1.5292
[2024-12-12 19:37:40,015][demucs.solver][INFO] - Train Summary | Epoch 801 | Loss=0.2371 | Reco=0.2371 | Grad=1.5292
[2024-12-12 19:37:40,016][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:37:40,016][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:37:42,348][demucs.solver][INFO] - Valid | Epoch 801 | 1/20 | 2.82 it/sec | Loss 0.5709 | Reco 0.5709 | Nsdr 1.328
[2024-12-12 19:37:42,583][demucs.solver][INFO] - Valid | Epoch 801 | 2/20 | 3.18 it/sec | Loss 0.4483 | Reco 0.4483 | Nsdr 1.040
[2024-12-12 19:37:42,738][demucs.solver][INFO] - Valid | Epoch 801 | 3/20 | 3.63 it/sec | Loss 0.4923 | Reco 0.4923 | Nsdr 1.140
[2024-12-12 19:37:42,942][demucs.solver][INFO] - Valid | Epoch 801 | 4/20 | 3.83 it/sec | Loss 0.5084 | Reco 0.5084 | Nsdr 1.198
[2024-12-12 19:37:43,097][demucs.solver][INFO] - Valid | Epoch 801 | 5/20 | 4.11 it/sec | Loss 0.5281 | Reco 0.5281 | Nsdr 1.203
[2024-12-12 19:37:43,298][demucs.solver][INFO] - Valid | Epoch 801 | 6/20 | 4.22 it/sec | Loss 0.5119 | Reco 0.5119 | Nsdr 1.227
[2024-12-12 19:37:43,525][demucs.solver][INFO] - Valid | Epoch 801 | 7/20 | 4.24 it/sec | Loss 0.5325 | Reco 0.5325 | Nsdr 1.252
[2024-12-12 19:37:43,729][demucs.solver][INFO] - Valid | Epoch 801 | 8/20 | 4.30 it/sec | Loss 0.5486 | Reco 0.5486 | Nsdr 1.252
[2024-12-12 19:37:43,933][demucs.solver][INFO] - Valid | Epoch 801 | 9/20 | 4.36 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.280
[2024-12-12 19:37:44,113][demucs.solver][INFO] - Valid | Epoch 801 | 10/20 | 4.44 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.263
[2024-12-12 19:37:44,291][demucs.solver][INFO] - Valid | Epoch 801 | 11/20 | 4.52 it/sec | Loss 0.5465 | Reco 0.5465 | Nsdr 1.262
[2024-12-12 19:37:44,495][demucs.solver][INFO] - Valid | Epoch 801 | 12/20 | 4.55 it/sec | Loss 0.5555 | Reco 0.5555 | Nsdr 1.242
[2024-12-12 19:37:44,720][demucs.solver][INFO] - Valid | Epoch 801 | 13/20 | 4.54 it/sec | Loss 0.5630 | Reco 0.5630 | Nsdr 1.248
[2024-12-12 19:37:44,931][demucs.solver][INFO] - Valid | Epoch 801 | 14/20 | 4.55 it/sec | Loss 0.5604 | Reco 0.5604 | Nsdr 1.258
[2024-12-12 19:37:45,167][demucs.solver][INFO] - Valid | Epoch 801 | 15/20 | 4.53 it/sec | Loss 0.5616 | Reco 0.5616 | Nsdr 1.266
[2024-12-12 19:37:45,380][demucs.solver][INFO] - Valid | Epoch 801 | 16/20 | 4.54 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.274
[2024-12-12 19:37:45,582][demucs.solver][INFO] - Valid | Epoch 801 | 17/20 | 4.56 it/sec | Loss 0.5542 | Reco 0.5542 | Nsdr 1.276
[2024-12-12 19:37:45,809][demucs.solver][INFO] - Valid | Epoch 801 | 18/20 | 4.55 it/sec | Loss 0.5388 | Reco 0.5388 | Nsdr 1.235
[2024-12-12 19:37:46,011][demucs.solver][INFO] - Valid | Epoch 801 | 19/20 | 4.57 it/sec | Loss 0.5372 | Reco 0.5372 | Nsdr 1.250
[2024-12-12 19:37:46,456][demucs.solver][INFO] - Valid Summary | Epoch 801 | Loss=0.5372 | Reco=0.5372 | Nsdr=1.250 | Best=0.5289 | Bname=main
[2024-12-12 19:37:47,749][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:37:47,749][demucs.solver][INFO] - Training...
[2024-12-12 19:37:58,235][demucs.solver][INFO] - Train | Epoch 802 | 1/14 | 0.23 it/sec | Loss 0.2426 | Reco 0.2426 | Grad 2.6410
[2024-12-12 19:37:58,939][demucs.solver][INFO] - Train | Epoch 802 | 2/14 | 0.31 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 2.1609
[2024-12-12 19:37:59,602][demucs.solver][INFO] - Train | Epoch 802 | 3/14 | 0.39 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.9166
[2024-12-12 19:38:00,265][demucs.solver][INFO] - Train | Epoch 802 | 4/14 | 0.46 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.6183
[2024-12-12 19:38:00,927][demucs.solver][INFO] - Train | Epoch 802 | 5/14 | 0.52 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.4234
[2024-12-12 19:38:01,589][demucs.solver][INFO] - Train | Epoch 802 | 6/14 | 0.57 it/sec | Loss 0.2441 | Reco 0.2441 | Grad 1.3491
[2024-12-12 19:38:02,253][demucs.solver][INFO] - Train | Epoch 802 | 7/14 | 0.62 it/sec | Loss 0.2416 | Reco 0.2416 | Grad 1.6472
[2024-12-12 19:38:02,909][demucs.solver][INFO] - Train | Epoch 802 | 8/14 | 0.66 it/sec | Loss 0.2413 | Reco 0.2413 | Grad 1.5329
[2024-12-12 19:38:03,559][demucs.solver][INFO] - Train | Epoch 802 | 9/14 | 0.70 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 1.5037
[2024-12-12 19:38:04,215][demucs.solver][INFO] - Train | Epoch 802 | 10/14 | 0.74 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 1.4629
[2024-12-12 19:38:04,873][demucs.solver][INFO] - Train | Epoch 802 | 11/14 | 0.77 it/sec | Loss 0.2418 | Reco 0.2418 | Grad 1.6575
[2024-12-12 19:38:05,527][demucs.solver][INFO] - Train | Epoch 802 | 12/14 | 0.80 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 1.7526
[2024-12-12 19:38:06,178][demucs.solver][INFO] - Train | Epoch 802 | 13/14 | 0.83 it/sec | Loss 0.2446 | Reco 0.2446 | Grad 1.6890
[2024-12-12 19:38:06,516][demucs.solver][INFO] - Train Summary | Epoch 802 | Loss=0.2446 | Reco=0.2446 | Grad=1.6890
[2024-12-12 19:38:06,517][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:38:06,517][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:38:09,039][demucs.solver][INFO] - Valid | Epoch 802 | 1/20 | 2.17 it/sec | Loss 0.5723 | Reco 0.5723 | Nsdr 1.319
[2024-12-12 19:38:09,387][demucs.solver][INFO] - Valid | Epoch 802 | 2/20 | 2.37 it/sec | Loss 0.4490 | Reco 0.4490 | Nsdr 1.043
[2024-12-12 19:38:09,655][demucs.solver][INFO] - Valid | Epoch 802 | 3/20 | 2.60 it/sec | Loss 0.4933 | Reco 0.4933 | Nsdr 1.130
[2024-12-12 19:38:09,922][demucs.solver][INFO] - Valid | Epoch 802 | 4/20 | 2.77 it/sec | Loss 0.5097 | Reco 0.5097 | Nsdr 1.182
[2024-12-12 19:38:10,188][demucs.solver][INFO] - Valid | Epoch 802 | 5/20 | 2.90 it/sec | Loss 0.5296 | Reco 0.5296 | Nsdr 1.185
[2024-12-12 19:38:10,460][demucs.solver][INFO] - Valid | Epoch 802 | 6/20 | 2.99 it/sec | Loss 0.5134 | Reco 0.5134 | Nsdr 1.209
[2024-12-12 19:38:10,633][demucs.solver][INFO] - Valid | Epoch 802 | 7/20 | 3.18 it/sec | Loss 0.5340 | Reco 0.5340 | Nsdr 1.232
[2024-12-12 19:38:10,881][demucs.solver][INFO] - Valid | Epoch 802 | 8/20 | 3.26 it/sec | Loss 0.5501 | Reco 0.5501 | Nsdr 1.236
[2024-12-12 19:38:11,153][demucs.solver][INFO] - Valid | Epoch 802 | 9/20 | 3.30 it/sec | Loss 0.5484 | Reco 0.5484 | Nsdr 1.257
[2024-12-12 19:38:11,383][demucs.solver][INFO] - Valid | Epoch 802 | 10/20 | 3.37 it/sec | Loss 0.5407 | Reco 0.5407 | Nsdr 1.243
[2024-12-12 19:38:11,661][demucs.solver][INFO] - Valid | Epoch 802 | 11/20 | 3.39 it/sec | Loss 0.5482 | Reco 0.5482 | Nsdr 1.243
[2024-12-12 19:38:11,907][demucs.solver][INFO] - Valid | Epoch 802 | 12/20 | 3.43 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.225
[2024-12-12 19:38:12,180][demucs.solver][INFO] - Valid | Epoch 802 | 13/20 | 3.45 it/sec | Loss 0.5646 | Reco 0.5646 | Nsdr 1.231
[2024-12-12 19:38:12,422][demucs.solver][INFO] - Valid | Epoch 802 | 14/20 | 3.49 it/sec | Loss 0.5620 | Reco 0.5620 | Nsdr 1.240
[2024-12-12 19:38:12,661][demucs.solver][INFO] - Valid | Epoch 802 | 15/20 | 3.52 it/sec | Loss 0.5632 | Reco 0.5632 | Nsdr 1.248
[2024-12-12 19:38:12,877][demucs.solver][INFO] - Valid | Epoch 802 | 16/20 | 3.57 it/sec | Loss 0.5672 | Reco 0.5672 | Nsdr 1.255
[2024-12-12 19:38:13,167][demucs.solver][INFO] - Valid | Epoch 802 | 17/20 | 3.57 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.257
[2024-12-12 19:38:13,413][demucs.solver][INFO] - Valid | Epoch 802 | 18/20 | 3.59 it/sec | Loss 0.5404 | Reco 0.5404 | Nsdr 1.220
[2024-12-12 19:38:13,625][demucs.solver][INFO] - Valid | Epoch 802 | 19/20 | 3.63 it/sec | Loss 0.5391 | Reco 0.5391 | Nsdr 1.232
[2024-12-12 19:38:14,097][demucs.solver][INFO] - Valid Summary | Epoch 802 | Loss=0.5391 | Reco=0.5391 | Nsdr=1.232 | Best=0.5289 | Bname=main
[2024-12-12 19:38:15,588][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:38:15,589][demucs.solver][INFO] - Training...
[2024-12-12 19:38:26,507][demucs.solver][INFO] - Train | Epoch 803 | 1/14 | 0.22 it/sec | Loss 0.2157 | Reco 0.2157 | Grad 3.6331
[2024-12-12 19:38:27,187][demucs.solver][INFO] - Train | Epoch 803 | 2/14 | 0.30 it/sec | Loss 0.2320 | Reco 0.2320 | Grad 3.9377
[2024-12-12 19:38:27,851][demucs.solver][INFO] - Train | Epoch 803 | 3/14 | 0.38 it/sec | Loss 0.2406 | Reco 0.2406 | Grad 3.3448
[2024-12-12 19:38:28,703][demucs.solver][INFO] - Train | Epoch 803 | 4/14 | 0.43 it/sec | Loss 0.2372 | Reco 0.2372 | Grad 3.4753
[2024-12-12 19:38:29,361][demucs.solver][INFO] - Train | Epoch 803 | 5/14 | 0.49 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 3.7467
[2024-12-12 19:38:30,013][demucs.solver][INFO] - Train | Epoch 803 | 6/14 | 0.55 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 3.7158
[2024-12-12 19:38:30,668][demucs.solver][INFO] - Train | Epoch 803 | 7/14 | 0.59 it/sec | Loss 0.2388 | Reco 0.2388 | Grad 3.4059
[2024-12-12 19:38:31,324][demucs.solver][INFO] - Train | Epoch 803 | 8/14 | 0.64 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 3.0867
[2024-12-12 19:38:31,975][demucs.solver][INFO] - Train | Epoch 803 | 9/14 | 0.68 it/sec | Loss 0.2394 | Reco 0.2394 | Grad 3.0626
[2024-12-12 19:38:32,628][demucs.solver][INFO] - Train | Epoch 803 | 10/14 | 0.71 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 3.1751
[2024-12-12 19:38:33,288][demucs.solver][INFO] - Train | Epoch 803 | 11/14 | 0.75 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 3.1701
[2024-12-12 19:38:33,943][demucs.solver][INFO] - Train | Epoch 803 | 12/14 | 0.78 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 2.9450
[2024-12-12 19:38:34,599][demucs.solver][INFO] - Train | Epoch 803 | 13/14 | 0.80 it/sec | Loss 0.2414 | Reco 0.2414 | Grad 2.9563
[2024-12-12 19:38:35,002][demucs.solver][INFO] - Train Summary | Epoch 803 | Loss=0.2414 | Reco=0.2414 | Grad=2.9563
[2024-12-12 19:38:35,002][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:38:35,002][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:38:37,496][demucs.solver][INFO] - Valid | Epoch 803 | 1/20 | 2.56 it/sec | Loss 0.5743 | Reco 0.5743 | Nsdr 1.264
[2024-12-12 19:38:38,034][demucs.solver][INFO] - Valid | Epoch 803 | 2/20 | 2.27 it/sec | Loss 0.4509 | Reco 0.4509 | Nsdr 0.991
[2024-12-12 19:38:38,458][demucs.solver][INFO] - Valid | Epoch 803 | 3/20 | 2.29 it/sec | Loss 0.4951 | Reco 0.4951 | Nsdr 1.086
[2024-12-12 19:38:38,761][demucs.solver][INFO] - Valid | Epoch 803 | 4/20 | 2.44 it/sec | Loss 0.5115 | Reco 0.5115 | Nsdr 1.138
[2024-12-12 19:38:39,006][demucs.solver][INFO] - Valid | Epoch 803 | 5/20 | 2.62 it/sec | Loss 0.5318 | Reco 0.5318 | Nsdr 1.141
[2024-12-12 19:38:39,286][demucs.solver][INFO] - Valid | Epoch 803 | 6/20 | 2.72 it/sec | Loss 0.5153 | Reco 0.5153 | Nsdr 1.166
[2024-12-12 19:38:39,465][demucs.solver][INFO] - Valid | Epoch 803 | 7/20 | 2.91 it/sec | Loss 0.5361 | Reco 0.5361 | Nsdr 1.191
[2024-12-12 19:38:39,682][demucs.solver][INFO] - Valid | Epoch 803 | 8/20 | 3.03 it/sec | Loss 0.5526 | Reco 0.5526 | Nsdr 1.189
[2024-12-12 19:38:39,944][demucs.solver][INFO] - Valid | Epoch 803 | 9/20 | 3.10 it/sec | Loss 0.5509 | Reco 0.5509 | Nsdr 1.212
[2024-12-12 19:38:40,144][demucs.solver][INFO] - Valid | Epoch 803 | 10/20 | 3.21 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.198
[2024-12-12 19:38:40,367][demucs.solver][INFO] - Valid | Epoch 803 | 11/20 | 3.29 it/sec | Loss 0.5505 | Reco 0.5505 | Nsdr 1.199
[2024-12-12 19:38:40,591][demucs.solver][INFO] - Valid | Epoch 803 | 12/20 | 3.35 it/sec | Loss 0.5594 | Reco 0.5594 | Nsdr 1.181
[2024-12-12 19:38:40,768][demucs.solver][INFO] - Valid | Epoch 803 | 13/20 | 3.45 it/sec | Loss 0.5669 | Reco 0.5669 | Nsdr 1.187
[2024-12-12 19:38:40,945][demucs.solver][INFO] - Valid | Epoch 803 | 14/20 | 3.54 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.197
[2024-12-12 19:38:41,149][demucs.solver][INFO] - Valid | Epoch 803 | 15/20 | 3.61 it/sec | Loss 0.5655 | Reco 0.5655 | Nsdr 1.205
[2024-12-12 19:38:41,350][demucs.solver][INFO] - Valid | Epoch 803 | 16/20 | 3.67 it/sec | Loss 0.5695 | Reco 0.5695 | Nsdr 1.213
[2024-12-12 19:38:41,551][demucs.solver][INFO] - Valid | Epoch 803 | 17/20 | 3.72 it/sec | Loss 0.5579 | Reco 0.5579 | Nsdr 1.215
[2024-12-12 19:38:41,748][demucs.solver][INFO] - Valid | Epoch 803 | 18/20 | 3.77 it/sec | Loss 0.5424 | Reco 0.5424 | Nsdr 1.177
[2024-12-12 19:38:41,971][demucs.solver][INFO] - Valid | Epoch 803 | 19/20 | 3.80 it/sec | Loss 0.5406 | Reco 0.5406 | Nsdr 1.192
[2024-12-12 19:38:42,403][demucs.solver][INFO] - Valid Summary | Epoch 803 | Loss=0.5406 | Reco=0.5406 | Nsdr=1.192 | Best=0.5289 | Bname=main
[2024-12-12 19:38:43,749][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:38:43,750][demucs.solver][INFO] - Training...
[2024-12-12 19:38:55,703][demucs.solver][INFO] - Train | Epoch 804 | 1/14 | 0.19 it/sec | Loss 0.2447 | Reco 0.2447 | Grad 2.7693
[2024-12-12 19:38:56,361][demucs.solver][INFO] - Train | Epoch 804 | 2/14 | 0.27 it/sec | Loss 0.2538 | Reco 0.2538 | Grad 3.1486
[2024-12-12 19:38:57,020][demucs.solver][INFO] - Train | Epoch 804 | 3/14 | 0.34 it/sec | Loss 0.2543 | Reco 0.2543 | Grad 2.8764
[2024-12-12 19:38:57,682][demucs.solver][INFO] - Train | Epoch 804 | 4/14 | 0.41 it/sec | Loss 0.2599 | Reco 0.2599 | Grad 3.3077
[2024-12-12 19:38:59,149][demucs.solver][INFO] - Train | Epoch 804 | 5/14 | 0.44 it/sec | Loss 0.2486 | Reco 0.2486 | Grad 3.4019
[2024-12-12 19:38:59,811][demucs.solver][INFO] - Train | Epoch 804 | 6/14 | 0.48 it/sec | Loss 0.2511 | Reco 0.2511 | Grad 3.3603
[2024-12-12 19:39:00,473][demucs.solver][INFO] - Train | Epoch 804 | 7/14 | 0.53 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 3.0668
[2024-12-12 19:39:01,131][demucs.solver][INFO] - Train | Epoch 804 | 8/14 | 0.57 it/sec | Loss 0.2481 | Reco 0.2481 | Grad 2.8821
[2024-12-12 19:39:01,787][demucs.solver][INFO] - Train | Epoch 804 | 9/14 | 0.61 it/sec | Loss 0.2483 | Reco 0.2483 | Grad 3.0663
[2024-12-12 19:39:02,809][demucs.solver][INFO] - Train | Epoch 804 | 10/14 | 0.63 it/sec | Loss 0.2454 | Reco 0.2454 | Grad 2.8987
[2024-12-12 19:39:03,458][demucs.solver][INFO] - Train | Epoch 804 | 11/14 | 0.66 it/sec | Loss 0.2448 | Reco 0.2448 | Grad 3.0076
[2024-12-12 19:39:04,108][demucs.solver][INFO] - Train | Epoch 804 | 12/14 | 0.69 it/sec | Loss 0.2432 | Reco 0.2432 | Grad 3.0333
[2024-12-12 19:39:04,760][demucs.solver][INFO] - Train | Epoch 804 | 13/14 | 0.72 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 3.0291
[2024-12-12 19:39:05,136][demucs.solver][INFO] - Train Summary | Epoch 804 | Loss=0.2383 | Reco=0.2383 | Grad=3.0291
[2024-12-12 19:39:05,136][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:39:05,137][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:39:07,447][demucs.solver][INFO] - Valid | Epoch 804 | 1/20 | 3.21 it/sec | Loss 0.5675 | Reco 0.5675 | Nsdr 1.367
[2024-12-12 19:39:07,728][demucs.solver][INFO] - Valid | Epoch 804 | 2/20 | 3.32 it/sec | Loss 0.4458 | Reco 0.4458 | Nsdr 1.074
[2024-12-12 19:39:07,936][demucs.solver][INFO] - Valid | Epoch 804 | 3/20 | 3.59 it/sec | Loss 0.4893 | Reco 0.4893 | Nsdr 1.177
[2024-12-12 19:39:08,143][demucs.solver][INFO] - Valid | Epoch 804 | 4/20 | 3.79 it/sec | Loss 0.5051 | Reco 0.5051 | Nsdr 1.235
[2024-12-12 19:39:08,374][demucs.solver][INFO] - Valid | Epoch 804 | 5/20 | 3.87 it/sec | Loss 0.5244 | Reco 0.5244 | Nsdr 1.244
[2024-12-12 19:39:08,528][demucs.solver][INFO] - Valid | Epoch 804 | 6/20 | 4.11 it/sec | Loss 0.5085 | Reco 0.5085 | Nsdr 1.265
[2024-12-12 19:39:08,733][demucs.solver][INFO] - Valid | Epoch 804 | 7/20 | 4.19 it/sec | Loss 0.5288 | Reco 0.5288 | Nsdr 1.294
[2024-12-12 19:39:08,914][demucs.solver][INFO] - Valid | Epoch 804 | 8/20 | 4.30 it/sec | Loss 0.5449 | Reco 0.5449 | Nsdr 1.294
[2024-12-12 19:39:09,118][demucs.solver][INFO] - Valid | Epoch 804 | 9/20 | 4.36 it/sec | Loss 0.5429 | Reco 0.5429 | Nsdr 1.319
[2024-12-12 19:39:09,294][demucs.solver][INFO] - Valid | Epoch 804 | 10/20 | 4.45 it/sec | Loss 0.5355 | Reco 0.5355 | Nsdr 1.302
[2024-12-12 19:39:09,521][demucs.solver][INFO] - Valid | Epoch 804 | 11/20 | 4.45 it/sec | Loss 0.5432 | Reco 0.5432 | Nsdr 1.300
[2024-12-12 19:39:09,747][demucs.solver][INFO] - Valid | Epoch 804 | 12/20 | 4.45 it/sec | Loss 0.5521 | Reco 0.5521 | Nsdr 1.281
[2024-12-12 19:39:09,901][demucs.solver][INFO] - Valid | Epoch 804 | 13/20 | 4.55 it/sec | Loss 0.5597 | Reco 0.5597 | Nsdr 1.286
[2024-12-12 19:39:10,054][demucs.solver][INFO] - Valid | Epoch 804 | 14/20 | 4.64 it/sec | Loss 0.5571 | Reco 0.5571 | Nsdr 1.295
[2024-12-12 19:39:10,257][demucs.solver][INFO] - Valid | Epoch 804 | 15/20 | 4.66 it/sec | Loss 0.5582 | Reco 0.5582 | Nsdr 1.305
[2024-12-12 19:39:10,412][demucs.solver][INFO] - Valid | Epoch 804 | 16/20 | 4.74 it/sec | Loss 0.5622 | Reco 0.5622 | Nsdr 1.312
[2024-12-12 19:39:10,633][demucs.solver][INFO] - Valid | Epoch 804 | 17/20 | 4.73 it/sec | Loss 0.5508 | Reco 0.5508 | Nsdr 1.315
[2024-12-12 19:39:10,833][demucs.solver][INFO] - Valid | Epoch 804 | 18/20 | 4.74 it/sec | Loss 0.5356 | Reco 0.5356 | Nsdr 1.274
[2024-12-12 19:39:11,034][demucs.solver][INFO] - Valid | Epoch 804 | 19/20 | 4.75 it/sec | Loss 0.5342 | Reco 0.5342 | Nsdr 1.288
[2024-12-12 19:39:11,447][demucs.solver][INFO] - Valid Summary | Epoch 804 | Loss=0.5342 | Reco=0.5342 | Nsdr=1.288 | Best=0.5289 | Bname=main
[2024-12-12 19:39:12,902][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:39:12,903][demucs.solver][INFO] - Training...
[2024-12-12 19:39:21,221][demucs.solver][INFO] - Train | Epoch 805 | 1/14 | 0.30 it/sec | Loss 0.2600 | Reco 0.2600 | Grad 4.8692
[2024-12-12 19:39:21,886][demucs.solver][INFO] - Train | Epoch 805 | 2/14 | 0.41 it/sec | Loss 0.2755 | Reco 0.2755 | Grad 4.8282
[2024-12-12 19:39:22,557][demucs.solver][INFO] - Train | Epoch 805 | 3/14 | 0.50 it/sec | Loss 0.2639 | Reco 0.2639 | Grad 3.9746
[2024-12-12 19:39:23,220][demucs.solver][INFO] - Train | Epoch 805 | 4/14 | 0.57 it/sec | Loss 0.2559 | Reco 0.2559 | Grad 3.6631
[2024-12-12 19:39:23,880][demucs.solver][INFO] - Train | Epoch 805 | 5/14 | 0.64 it/sec | Loss 0.2541 | Reco 0.2541 | Grad 3.5447
[2024-12-12 19:39:24,541][demucs.solver][INFO] - Train | Epoch 805 | 6/14 | 0.70 it/sec | Loss 0.2510 | Reco 0.2510 | Grad 3.6116
[2024-12-12 19:39:25,200][demucs.solver][INFO] - Train | Epoch 805 | 7/14 | 0.75 it/sec | Loss 0.2491 | Reco 0.2491 | Grad 3.7005
[2024-12-12 19:39:25,858][demucs.solver][INFO] - Train | Epoch 805 | 8/14 | 0.79 it/sec | Loss 0.2472 | Reco 0.2472 | Grad 3.3762
[2024-12-12 19:39:26,509][demucs.solver][INFO] - Train | Epoch 805 | 9/14 | 0.83 it/sec | Loss 0.2507 | Reco 0.2507 | Grad 3.4099
[2024-12-12 19:39:27,159][demucs.solver][INFO] - Train | Epoch 805 | 10/14 | 0.87 it/sec | Loss 0.2536 | Reco 0.2536 | Grad 3.4244
[2024-12-12 19:39:27,812][demucs.solver][INFO] - Train | Epoch 805 | 11/14 | 0.90 it/sec | Loss 0.2501 | Reco 0.2501 | Grad 3.1834
[2024-12-12 19:39:28,466][demucs.solver][INFO] - Train | Epoch 805 | 12/14 | 0.93 it/sec | Loss 0.2485 | Reco 0.2485 | Grad 3.1052
[2024-12-12 19:39:29,115][demucs.solver][INFO] - Train | Epoch 805 | 13/14 | 0.96 it/sec | Loss 0.2463 | Reco 0.2463 | Grad 3.0910
[2024-12-12 19:39:29,456][demucs.solver][INFO] - Train Summary | Epoch 805 | Loss=0.2463 | Reco=0.2463 | Grad=3.0910
[2024-12-12 19:39:29,456][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:39:29,457][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:39:33,259][demucs.solver][INFO] - Valid | Epoch 805 | 1/20 | 0.92 it/sec | Loss 0.5758 | Reco 0.5758 | Nsdr 1.262
[2024-12-12 19:39:34,181][demucs.solver][INFO] - Valid | Epoch 805 | 2/20 | 0.97 it/sec | Loss 0.4520 | Reco 0.4520 | Nsdr 0.987
[2024-12-12 19:39:35,096][demucs.solver][INFO] - Valid | Epoch 805 | 3/20 | 1.00 it/sec | Loss 0.4967 | Reco 0.4967 | Nsdr 1.083
[2024-12-12 19:39:35,972][demucs.solver][INFO] - Valid | Epoch 805 | 4/20 | 1.02 it/sec | Loss 0.5128 | Reco 0.5128 | Nsdr 1.139
[2024-12-12 19:39:36,763][demucs.solver][INFO] - Valid | Epoch 805 | 5/20 | 1.06 it/sec | Loss 0.5323 | Reco 0.5323 | Nsdr 1.150
[2024-12-12 19:39:37,364][demucs.solver][INFO] - Valid | Epoch 805 | 6/20 | 1.12 it/sec | Loss 0.5159 | Reco 0.5159 | Nsdr 1.172
[2024-12-12 19:39:37,741][demucs.solver][INFO] - Valid | Epoch 805 | 7/20 | 1.20 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.197
[2024-12-12 19:39:38,174][demucs.solver][INFO] - Valid | Epoch 805 | 8/20 | 1.27 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.201
[2024-12-12 19:39:38,471][demucs.solver][INFO] - Valid | Epoch 805 | 9/20 | 1.36 it/sec | Loss 0.5507 | Reco 0.5507 | Nsdr 1.226
[2024-12-12 19:39:38,760][demucs.solver][INFO] - Valid | Epoch 805 | 10/20 | 1.43 it/sec | Loss 0.5430 | Reco 0.5430 | Nsdr 1.210
[2024-12-12 19:39:39,027][demucs.solver][INFO] - Valid | Epoch 805 | 11/20 | 1.51 it/sec | Loss 0.5506 | Reco 0.5506 | Nsdr 1.209
[2024-12-12 19:39:39,328][demucs.solver][INFO] - Valid | Epoch 805 | 12/20 | 1.58 it/sec | Loss 0.5595 | Reco 0.5595 | Nsdr 1.192
[2024-12-12 19:39:39,651][demucs.solver][INFO] - Valid | Epoch 805 | 13/20 | 1.64 it/sec | Loss 0.5670 | Reco 0.5670 | Nsdr 1.198
[2024-12-12 19:39:39,883][demucs.solver][INFO] - Valid | Epoch 805 | 14/20 | 1.71 it/sec | Loss 0.5644 | Reco 0.5644 | Nsdr 1.208
[2024-12-12 19:39:40,134][demucs.solver][INFO] - Valid | Epoch 805 | 15/20 | 1.77 it/sec | Loss 0.5656 | Reco 0.5656 | Nsdr 1.217
[2024-12-12 19:39:40,349][demucs.solver][INFO] - Valid | Epoch 805 | 16/20 | 1.84 it/sec | Loss 0.5696 | Reco 0.5696 | Nsdr 1.224
[2024-12-12 19:39:40,661][demucs.solver][INFO] - Valid | Epoch 805 | 17/20 | 1.88 it/sec | Loss 0.5581 | Reco 0.5581 | Nsdr 1.226
[2024-12-12 19:39:40,868][demucs.solver][INFO] - Valid | Epoch 805 | 18/20 | 1.94 it/sec | Loss 0.5426 | Reco 0.5426 | Nsdr 1.187
[2024-12-12 19:39:41,078][demucs.solver][INFO] - Valid | Epoch 805 | 19/20 | 2.00 it/sec | Loss 0.5409 | Reco 0.5409 | Nsdr 1.201
[2024-12-12 19:39:41,551][demucs.solver][INFO] - Valid Summary | Epoch 805 | Loss=0.5409 | Reco=0.5409 | Nsdr=1.201 | Best=0.5289 | Bname=main
[2024-12-12 19:39:42,998][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:39:42,999][demucs.solver][INFO] - Training...
[2024-12-12 19:39:51,169][demucs.solver][INFO] - Train | Epoch 806 | 1/14 | 0.30 it/sec | Loss 0.2290 | Reco 0.2290 | Grad 1.0426
[2024-12-12 19:39:51,839][demucs.solver][INFO] - Train | Epoch 806 | 2/14 | 0.41 it/sec | Loss 0.2366 | Reco 0.2366 | Grad 1.7795
[2024-12-12 19:39:52,514][demucs.solver][INFO] - Train | Epoch 806 | 3/14 | 0.51 it/sec | Loss 0.2378 | Reco 0.2378 | Grad 2.2202
[2024-12-12 19:39:53,176][demucs.solver][INFO] - Train | Epoch 806 | 4/14 | 0.58 it/sec | Loss 0.2419 | Reco 0.2419 | Grad 2.2661
[2024-12-12 19:39:53,834][demucs.solver][INFO] - Train | Epoch 806 | 5/14 | 0.65 it/sec | Loss 0.2361 | Reco 0.2361 | Grad 2.0282
[2024-12-12 19:39:54,492][demucs.solver][INFO] - Train | Epoch 806 | 6/14 | 0.71 it/sec | Loss 0.2345 | Reco 0.2345 | Grad 1.9966
[2024-12-12 19:39:55,158][demucs.solver][INFO] - Train | Epoch 806 | 7/14 | 0.76 it/sec | Loss 0.2357 | Reco 0.2357 | Grad 1.9172
[2024-12-12 19:39:55,822][demucs.solver][INFO] - Train | Epoch 806 | 8/14 | 0.80 it/sec | Loss 0.2313 | Reco 0.2313 | Grad 2.0695
[2024-12-12 19:39:56,482][demucs.solver][INFO] - Train | Epoch 806 | 9/14 | 0.84 it/sec | Loss 0.2325 | Reco 0.2325 | Grad 2.1088
[2024-12-12 19:39:57,135][demucs.solver][INFO] - Train | Epoch 806 | 10/14 | 0.88 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 2.0018
[2024-12-12 19:39:57,786][demucs.solver][INFO] - Train | Epoch 806 | 11/14 | 0.91 it/sec | Loss 0.2370 | Reco 0.2370 | Grad 2.1156
[2024-12-12 19:39:58,440][demucs.solver][INFO] - Train | Epoch 806 | 12/14 | 0.94 it/sec | Loss 0.2408 | Reco 0.2408 | Grad 2.2287
[2024-12-12 19:39:59,094][demucs.solver][INFO] - Train | Epoch 806 | 13/14 | 0.97 it/sec | Loss 0.2382 | Reco 0.2382 | Grad 2.1434
[2024-12-12 19:39:59,423][demucs.solver][INFO] - Train Summary | Epoch 806 | Loss=0.2382 | Reco=0.2382 | Grad=2.1434
[2024-12-12 19:39:59,424][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:39:59,424][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:40:03,165][demucs.solver][INFO] - Valid | Epoch 806 | 1/20 | 1.00 it/sec | Loss 0.5681 | Reco 0.5681 | Nsdr 1.362
[2024-12-12 19:40:03,680][demucs.solver][INFO] - Valid | Epoch 806 | 2/20 | 1.19 it/sec | Loss 0.4461 | Reco 0.4461 | Nsdr 1.070
[2024-12-12 19:40:04,129][demucs.solver][INFO] - Valid | Epoch 806 | 3/20 | 1.35 it/sec | Loss 0.4900 | Reco 0.4900 | Nsdr 1.169
[2024-12-12 19:40:04,612][demucs.solver][INFO] - Valid | Epoch 806 | 4/20 | 1.45 it/sec | Loss 0.5058 | Reco 0.5058 | Nsdr 1.230
[2024-12-12 19:40:05,142][demucs.solver][INFO] - Valid | Epoch 806 | 5/20 | 1.51 it/sec | Loss 0.5253 | Reco 0.5253 | Nsdr 1.234
[2024-12-12 19:40:05,692][demucs.solver][INFO] - Valid | Epoch 806 | 6/20 | 1.54 it/sec | Loss 0.5093 | Reco 0.5093 | Nsdr 1.255
[2024-12-12 19:40:06,183][demucs.solver][INFO] - Valid | Epoch 806 | 7/20 | 1.59 it/sec | Loss 0.5297 | Reco 0.5297 | Nsdr 1.283
[2024-12-12 19:40:06,399][demucs.solver][INFO] - Valid | Epoch 806 | 8/20 | 1.72 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.286
[2024-12-12 19:40:06,844][demucs.solver][INFO] - Valid | Epoch 806 | 9/20 | 1.76 it/sec | Loss 0.5435 | Reco 0.5435 | Nsdr 1.313
[2024-12-12 19:40:07,263][demucs.solver][INFO] - Valid | Epoch 806 | 10/20 | 1.80 it/sec | Loss 0.5360 | Reco 0.5360 | Nsdr 1.294
[2024-12-12 19:40:07,714][demucs.solver][INFO] - Valid | Epoch 806 | 11/20 | 1.83 it/sec | Loss 0.5437 | Reco 0.5437 | Nsdr 1.292
[2024-12-12 19:40:08,143][demucs.solver][INFO] - Valid | Epoch 806 | 12/20 | 1.86 it/sec | Loss 0.5527 | Reco 0.5527 | Nsdr 1.272
[2024-12-12 19:40:08,428][demucs.solver][INFO] - Valid | Epoch 806 | 13/20 | 1.93 it/sec | Loss 0.5603 | Reco 0.5603 | Nsdr 1.277
[2024-12-12 19:40:08,686][demucs.solver][INFO] - Valid | Epoch 806 | 14/20 | 1.99 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.287
[2024-12-12 19:40:08,931][demucs.solver][INFO] - Valid | Epoch 806 | 15/20 | 2.06 it/sec | Loss 0.5588 | Reco 0.5588 | Nsdr 1.297
[2024-12-12 19:40:09,225][demucs.solver][INFO] - Valid | Epoch 806 | 16/20 | 2.11 it/sec | Loss 0.5629 | Reco 0.5629 | Nsdr 1.304
[2024-12-12 19:40:09,478][demucs.solver][INFO] - Valid | Epoch 806 | 17/20 | 2.16 it/sec | Loss 0.5514 | Reco 0.5514 | Nsdr 1.307
[2024-12-12 19:40:09,775][demucs.solver][INFO] - Valid | Epoch 806 | 18/20 | 2.20 it/sec | Loss 0.5362 | Reco 0.5362 | Nsdr 1.266
[2024-12-12 19:40:09,975][demucs.solver][INFO] - Valid | Epoch 806 | 19/20 | 2.27 it/sec | Loss 0.5345 | Reco 0.5345 | Nsdr 1.281
[2024-12-12 19:40:10,612][demucs.solver][INFO] - Valid Summary | Epoch 806 | Loss=0.5345 | Reco=0.5345 | Nsdr=1.281 | Best=0.5289 | Bname=main
[2024-12-12 19:40:12,193][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:40:12,195][demucs.solver][INFO] - Training...
[2024-12-12 19:40:22,609][demucs.solver][INFO] - Train | Epoch 807 | 1/14 | 0.23 it/sec | Loss 0.2183 | Reco 0.2183 | Grad 2.8571
[2024-12-12 19:40:23,275][demucs.solver][INFO] - Train | Epoch 807 | 2/14 | 0.33 it/sec | Loss 0.2194 | Reco 0.2194 | Grad 2.1262
[2024-12-12 19:40:23,933][demucs.solver][INFO] - Train | Epoch 807 | 3/14 | 0.41 it/sec | Loss 0.2298 | Reco 0.2298 | Grad 2.2289
[2024-12-12 19:40:24,592][demucs.solver][INFO] - Train | Epoch 807 | 4/14 | 0.48 it/sec | Loss 0.2277 | Reco 0.2277 | Grad 2.0039
[2024-12-12 19:40:25,246][demucs.solver][INFO] - Train | Epoch 807 | 5/14 | 0.54 it/sec | Loss 0.2273 | Reco 0.2273 | Grad 1.8325
[2024-12-12 19:40:25,903][demucs.solver][INFO] - Train | Epoch 807 | 6/14 | 0.59 it/sec | Loss 0.2306 | Reco 0.2306 | Grad 1.8502
[2024-12-12 19:40:26,555][demucs.solver][INFO] - Train | Epoch 807 | 7/14 | 0.64 it/sec | Loss 0.2336 | Reco 0.2336 | Grad 1.7245
[2024-12-12 19:40:27,204][demucs.solver][INFO] - Train | Epoch 807 | 8/14 | 0.69 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.5810
[2024-12-12 19:40:27,858][demucs.solver][INFO] - Train | Epoch 807 | 9/14 | 0.73 it/sec | Loss 0.2390 | Reco 0.2390 | Grad 1.6093
[2024-12-12 19:40:28,512][demucs.solver][INFO] - Train | Epoch 807 | 10/14 | 0.76 it/sec | Loss 0.2375 | Reco 0.2375 | Grad 1.7187
[2024-12-12 19:40:29,168][demucs.solver][INFO] - Train | Epoch 807 | 11/14 | 0.80 it/sec | Loss 0.2400 | Reco 0.2400 | Grad 1.7332
[2024-12-12 19:40:29,821][demucs.solver][INFO] - Train | Epoch 807 | 12/14 | 0.83 it/sec | Loss 0.2433 | Reco 0.2433 | Grad 1.9246
[2024-12-12 19:40:30,474][demucs.solver][INFO] - Train | Epoch 807 | 13/14 | 0.85 it/sec | Loss 0.2450 | Reco 0.2450 | Grad 1.9367
[2024-12-12 19:40:30,799][demucs.solver][INFO] - Train Summary | Epoch 807 | Loss=0.2450 | Reco=0.2450 | Grad=1.9367
[2024-12-12 19:40:30,799][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:40:30,799][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:40:33,657][demucs.solver][INFO] - Valid | Epoch 807 | 1/20 | 1.84 it/sec | Loss 0.5704 | Reco 0.5704 | Nsdr 1.333
[2024-12-12 19:40:33,975][demucs.solver][INFO] - Valid | Epoch 807 | 2/20 | 2.13 it/sec | Loss 0.4481 | Reco 0.4481 | Nsdr 1.040
[2024-12-12 19:40:34,204][demucs.solver][INFO] - Valid | Epoch 807 | 3/20 | 2.45 it/sec | Loss 0.4922 | Reco 0.4922 | Nsdr 1.141
[2024-12-12 19:40:34,430][demucs.solver][INFO] - Valid | Epoch 807 | 4/20 | 2.69 it/sec | Loss 0.5081 | Reco 0.5081 | Nsdr 1.199
[2024-12-12 19:40:34,609][demucs.solver][INFO] - Valid | Epoch 807 | 5/20 | 2.94 it/sec | Loss 0.5275 | Reco 0.5275 | Nsdr 1.202
[2024-12-12 19:40:34,812][demucs.solver][INFO] - Valid | Epoch 807 | 6/20 | 3.12 it/sec | Loss 0.5114 | Reco 0.5114 | Nsdr 1.227
[2024-12-12 19:40:35,041][demucs.solver][INFO] - Valid | Epoch 807 | 7/20 | 3.24 it/sec | Loss 0.5319 | Reco 0.5319 | Nsdr 1.256
[2024-12-12 19:40:35,216][demucs.solver][INFO] - Valid | Epoch 807 | 8/20 | 3.40 it/sec | Loss 0.5478 | Reco 0.5478 | Nsdr 1.258
[2024-12-12 19:40:35,422][demucs.solver][INFO] - Valid | Epoch 807 | 9/20 | 3.51 it/sec | Loss 0.5456 | Reco 0.5456 | Nsdr 1.286
[2024-12-12 19:40:35,649][demucs.solver][INFO] - Valid | Epoch 807 | 10/20 | 3.57 it/sec | Loss 0.5381 | Reco 0.5381 | Nsdr 1.268
[2024-12-12 19:40:35,868][demucs.solver][INFO] - Valid | Epoch 807 | 11/20 | 3.64 it/sec | Loss 0.5458 | Reco 0.5458 | Nsdr 1.267
[2024-12-12 19:40:36,070][demucs.solver][INFO] - Valid | Epoch 807 | 12/20 | 3.71 it/sec | Loss 0.5548 | Reco 0.5548 | Nsdr 1.247
[2024-12-12 19:40:36,270][demucs.solver][INFO] - Valid | Epoch 807 | 13/20 | 3.78 it/sec | Loss 0.5623 | Reco 0.5623 | Nsdr 1.252
[2024-12-12 19:40:36,447][demucs.solver][INFO] - Valid | Epoch 807 | 14/20 | 3.87 it/sec | Loss 0.5598 | Reco 0.5598 | Nsdr 1.261
[2024-12-12 19:40:36,646][demucs.solver][INFO] - Valid | Epoch 807 | 15/20 | 3.92 it/sec | Loss 0.5609 | Reco 0.5609 | Nsdr 1.271
[2024-12-12 19:40:36,844][demucs.solver][INFO] - Valid | Epoch 807 | 16/20 | 3.98 it/sec | Loss 0.5649 | Reco 0.5649 | Nsdr 1.277
[2024-12-12 19:40:37,000][demucs.solver][INFO] - Valid | Epoch 807 | 17/20 | 4.06 it/sec | Loss 0.5535 | Reco 0.5535 | Nsdr 1.279
[2024-12-12 19:40:37,194][demucs.solver][INFO] - Valid | Epoch 807 | 18/20 | 4.11 it/sec | Loss 0.5382 | Reco 0.5382 | Nsdr 1.239
[2024-12-12 19:40:37,373][demucs.solver][INFO] - Valid | Epoch 807 | 19/20 | 4.16 it/sec | Loss 0.5366 | Reco 0.5366 | Nsdr 1.255
[2024-12-12 19:40:37,805][demucs.solver][INFO] - Valid Summary | Epoch 807 | Loss=0.5366 | Reco=0.5366 | Nsdr=1.255 | Best=0.5289 | Bname=main
[2024-12-12 19:40:39,175][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:40:39,176][demucs.solver][INFO] - Training...
[2024-12-12 19:40:47,773][demucs.solver][INFO] - Train | Epoch 808 | 1/14 | 0.29 it/sec | Loss 0.2434 | Reco 0.2434 | Grad 2.4374
[2024-12-12 19:40:48,448][demucs.solver][INFO] - Train | Epoch 808 | 2/14 | 0.40 it/sec | Loss 0.2425 | Reco 0.2425 | Grad 2.7959
[2024-12-12 19:40:49,263][demucs.solver][INFO] - Train | Epoch 808 | 3/14 | 0.48 it/sec | Loss 0.2289 | Reco 0.2289 | Grad 2.1885
[2024-12-12 19:40:49,925][demucs.solver][INFO] - Train | Epoch 808 | 4/14 | 0.55 it/sec | Loss 0.2315 | Reco 0.2315 | Grad 2.4493
[2024-12-12 19:40:50,605][demucs.solver][INFO] - Train | Epoch 808 | 5/14 | 0.62 it/sec | Loss 0.2395 | Reco 0.2395 | Grad 2.2172
[2024-12-12 19:40:51,269][demucs.solver][INFO] - Train | Epoch 808 | 6/14 | 0.67 it/sec | Loss 0.2424 | Reco 0.2424 | Grad 2.0417
[2024-12-12 19:40:51,933][demucs.solver][INFO] - Train | Epoch 808 | 7/14 | 0.72 it/sec | Loss 0.2387 | Reco 0.2387 | Grad 1.9393
[2024-12-12 19:40:52,593][demucs.solver][INFO] - Train | Epoch 808 | 8/14 | 0.77 it/sec | Loss 0.2389 | Reco 0.2389 | Grad 2.1733
[2024-12-12 19:40:53,250][demucs.solver][INFO] - Train | Epoch 808 | 9/14 | 0.81 it/sec | Loss 0.2377 | Reco 0.2377 | Grad 2.2654
[2024-12-12 19:40:53,903][demucs.solver][INFO] - Train | Epoch 808 | 10/14 | 0.84 it/sec | Loss 0.2352 | Reco 0.2352 | Grad 2.1883
[2024-12-12 19:40:54,559][demucs.solver][INFO] - Train | Epoch 808 | 11/14 | 0.88 it/sec | Loss 0.2362 | Reco 0.2362 | Grad 2.1876
[2024-12-12 19:40:55,212][demucs.solver][INFO] - Train | Epoch 808 | 12/14 | 0.91 it/sec | Loss 0.2358 | Reco 0.2358 | Grad 2.2114
[2024-12-12 19:40:55,865][demucs.solver][INFO] - Train | Epoch 808 | 13/14 | 0.93 it/sec | Loss 0.2383 | Reco 0.2383 | Grad 2.2157
[2024-12-12 19:40:56,206][demucs.solver][INFO] - Train Summary | Epoch 808 | Loss=0.2383 | Reco=0.2383 | Grad=2.2157
[2024-12-12 19:40:56,207][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:40:56,207][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:40:58,767][demucs.solver][INFO] - Valid | Epoch 808 | 1/20 | 2.21 it/sec | Loss 0.5718 | Reco 0.5718 | Nsdr 1.325
[2024-12-12 19:40:58,977][demucs.solver][INFO] - Valid | Epoch 808 | 2/20 | 2.69 it/sec | Loss 0.4490 | Reco 0.4490 | Nsdr 1.038
[2024-12-12 19:40:59,234][demucs.solver][INFO] - Valid | Epoch 808 | 3/20 | 2.92 it/sec | Loss 0.4934 | Reco 0.4934 | Nsdr 1.135
[2024-12-12 19:40:59,463][demucs.solver][INFO] - Valid | Epoch 808 | 4/20 | 3.13 it/sec | Loss 0.5094 | Reco 0.5094 | Nsdr 1.195
[2024-12-12 19:40:59,693][demucs.solver][INFO] - Valid | Epoch 808 | 5/20 | 3.28 it/sec | Loss 0.5288 | Reco 0.5288 | Nsdr 1.199
[2024-12-12 19:40:59,922][demucs.solver][INFO] - Valid | Epoch 808 | 6/20 | 3.40 it/sec | Loss 0.5124 | Reco 0.5124 | Nsdr 1.225
[2024-12-12 19:41:00,128][demucs.solver][INFO] - Valid | Epoch 808 | 7/20 | 3.53 it/sec | Loss 0.5331 | Reco 0.5331 | Nsdr 1.251
[2024-12-12 19:41:00,355][demucs.solver][INFO] - Valid | Epoch 808 | 8/20 | 3.61 it/sec | Loss 0.5490 | Reco 0.5490 | Nsdr 1.254
[2024-12-12 19:41:00,558][demucs.solver][INFO] - Valid | Epoch 808 | 9/20 | 3.71 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.283
[2024-12-12 19:41:00,735][demucs.solver][INFO] - Valid | Epoch 808 | 10/20 | 3.83 it/sec | Loss 0.5390 | Reco 0.5390 | Nsdr 1.267
[2024-12-12 19:41:00,961][demucs.solver][INFO] - Valid | Epoch 808 | 11/20 | 3.87 it/sec | Loss 0.5466 | Reco 0.5466 | Nsdr 1.266
[2024-12-12 19:41:01,139][demucs.solver][INFO] - Valid | Epoch 808 | 12/20 | 3.97 it/sec | Loss 0.5556 | Reco 0.5556 | Nsdr 1.247
[2024-12-12 19:41:01,361][demucs.solver][INFO] - Valid | Epoch 808 | 13/20 | 4.00 it/sec | Loss 0.5631 | Reco 0.5631 | Nsdr 1.251
[2024-12-12 19:41:01,561][demucs.solver][INFO] - Valid | Epoch 808 | 14/20 | 4.06 it/sec | Loss 0.5605 | Reco 0.5605 | Nsdr 1.261
[2024-12-12 19:41:01,761][demucs.solver][INFO] - Valid | Epoch 808 | 15/20 | 4.10 it/sec | Loss 0.5617 | Reco 0.5617 | Nsdr 1.270
[2024-12-12 19:41:01,959][demucs.solver][INFO] - Valid | Epoch 808 | 16/20 | 4.15 it/sec | Loss 0.5657 | Reco 0.5657 | Nsdr 1.277
[2024-12-12 19:41:02,163][demucs.solver][INFO] - Valid | Epoch 808 | 17/20 | 4.19 it/sec | Loss 0.5543 | Reco 0.5543 | Nsdr 1.280
[2024-12-12 19:41:02,358][demucs.solver][INFO] - Valid | Epoch 808 | 18/20 | 4.23 it/sec | Loss 0.5389 | Reco 0.5389 | Nsdr 1.240
[2024-12-12 19:41:02,557][demucs.solver][INFO] - Valid | Epoch 808 | 19/20 | 4.26 it/sec | Loss 0.5371 | Reco 0.5371 | Nsdr 1.257
[2024-12-12 19:41:02,987][demucs.solver][INFO] - Valid Summary | Epoch 808 | Loss=0.5371 | Reco=0.5371 | Nsdr=1.257 | Best=0.5289 | Bname=main
[2024-12-12 19:41:04,499][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:41:04,500][demucs.solver][INFO] - Training...
[2024-12-12 19:41:12,449][demucs.solver][INFO] - Train | Epoch 809 | 1/14 | 0.32 it/sec | Loss 0.2350 | Reco 0.2350 | Grad 1.1197
[2024-12-12 19:41:13,787][demucs.solver][INFO] - Train | Epoch 809 | 2/14 | 0.39 it/sec | Loss 0.2369 | Reco 0.2369 | Grad 1.1038
[2024-12-12 19:41:14,471][demucs.solver][INFO] - Train | Epoch 809 | 3/14 | 0.48 it/sec | Loss 0.2428 | Reco 0.2428 | Grad 1.5865
[2024-12-12 19:41:15,139][demucs.solver][INFO] - Train | Epoch 809 | 4/14 | 0.55 it/sec | Loss 0.2484 | Reco 0.2484 | Grad 1.7885
[2024-12-12 19:41:15,812][demucs.solver][INFO] - Train | Epoch 809 | 5/14 | 0.62 it/sec | Loss 0.2455 | Reco 0.2455 | Grad 1.8798
[2024-12-12 19:41:16,483][demucs.solver][INFO] - Train | Epoch 809 | 6/14 | 0.67 it/sec | Loss 0.2470 | Reco 0.2470 | Grad 2.1194
[2024-12-12 19:41:17,152][demucs.solver][INFO] - Train | Epoch 809 | 7/14 | 0.72 it/sec | Loss 0.2464 | Reco 0.2464 | Grad 2.3589
[2024-12-12 19:41:17,812][demucs.solver][INFO] - Train | Epoch 809 | 8/14 | 0.77 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 2.2840
[2024-12-12 19:41:18,476][demucs.solver][INFO] - Train | Epoch 809 | 9/14 | 0.81 it/sec | Loss 0.2458 | Reco 0.2458 | Grad 2.0900
[2024-12-12 19:41:19,136][demucs.solver][INFO] - Train | Epoch 809 | 10/14 | 0.84 it/sec | Loss 0.2443 | Reco 0.2443 | Grad 2.0808
[2024-12-12 19:41:19,789][demucs.solver][INFO] - Train | Epoch 809 | 11/14 | 0.88 it/sec | Loss 0.2437 | Reco 0.2437 | Grad 2.1657
[2024-12-12 19:41:20,440][demucs.solver][INFO] - Train | Epoch 809 | 12/14 | 0.91 it/sec | Loss 0.2436 | Reco 0.2436 | Grad 2.0437
[2024-12-12 19:41:21,091][demucs.solver][INFO] - Train | Epoch 809 | 13/14 | 0.93 it/sec | Loss 0.2431 | Reco 0.2431 | Grad 1.9344
[2024-12-12 19:41:21,451][demucs.solver][INFO] - Train Summary | Epoch 809 | Loss=0.2431 | Reco=0.2431 | Grad=1.9344
[2024-12-12 19:41:21,451][demucs.solver][INFO] - ----------------------------------------------------------------------
[2024-12-12 19:41:21,451][demucs.solver][INFO] - Cross validation...
[2024-12-12 19:41:24,041][demucs.solver][INFO] - Valid | Epoch 809 | 1/20 | 2.22 it/sec | Loss 0.5781 | Reco 0.5781 | Nsdr 1.232
[2024-12-12 19:41:24,384][demucs.solver][INFO] - Valid | Epoch 809 | 2/20 | 2.41 it/sec | Loss 0.4533 | Reco 0.4533 | Nsdr 0.974
[2024-12-12 19:41:24,704][demucs.solver][INFO] - Valid | Epoch 809 | 3/20 | 2.56 it/sec | Loss 0.4991 | Reco 0.4991 | Nsdr 1.044
[2024-12-12 19:41:24,997][demucs.solver][INFO] - Valid | Epoch 809 | 4/20 | 2.69 it/sec | Loss 0.5161 | Reco 0.5161 | Nsdr 1.089
[2024-12-12 19:41:25,519][demucs.solver][INFO] - Valid | Epoch 809 | 5/20 | 2.52 it/sec | Loss 0.5367 | Reco 0.5367 | Nsdr 1.086
[2024-12-12 19:41:26,108][demucs.solver][INFO] - Valid | Epoch 809 | 6/20 | 2.36 it/sec | Loss 0.5200 | Reco 0.5200 | Nsdr 1.112
[2024-12-12 19:41:26,997][demucs.solver][INFO] - Valid | Epoch 809 | 7/20 | 2.07 it/sec | Loss 0.5413 | Reco 0.5413 | Nsdr 1.131
[2024-12-12 19:41:27,919][demucs.solver][INFO] - Valid | Epoch 809 | 8/20 | 1.88 it/sec | Loss 0.5577 | Reco 0.5577 | Nsdr 1.133
[2024-12-12 19:41:28,772][demucs.solver][INFO] - Valid | Epoch 809 | 9/20 | 1.78 it/sec | Loss 0.5559 | Reco 0.5559 | Nsdr 1.156
[2024-12-12 19:41:29,591][demucs.solver][INFO] - Valid | Epoch 809 | 10/20 | 1.71 it/sec | Loss 0.5479 | Reco 0.5479 | Nsdr 1.144
[2024-12-12 19:41:30,520][demucs.solver][INFO] - Valid | Epoch 809 | 11/20 | 1.63 it/sec | Loss 0.5552 | Reco 0.5552 | Nsdr 1.147
[2024-12-12 19:41:31,320][demucs.solver][INFO] - Valid | Epoch 809 | 12/20 | 1.59 it/sec | Loss 0.5639 | Reco 0.5639 | Nsdr 1.131
[2024-12-12 19:41:32,215][demucs.solver][INFO] - Valid | Epoch 809 | 13/20 | 1.54 it/sec | Loss 0.5713 | Reco 0.5713 | Nsdr 1.140
[2024-12-12 19:41:32,906][demucs.solver][INFO] - Valid | Epoch 809 | 14/20 | 1.54 it/sec | Loss 0.5688 | Reco 0.5688 | Nsdr 1.148
[2024-12-12 19:41:33,320][demucs.solver][INFO] - Valid | Epoch 809 | 15/20 | 1.57 it/sec | Loss 0.5701 | Reco 0.5701 | Nsdr 1.155
[2024-12-12 19:41:33,853][demucs.solver][INFO] - Valid | Epoch 809 | 16/20 | 1.59 it/sec | Loss 0.5740 | Reco 0.5740 | Nsdr 1.164
[2024-12-12 19:41:34,188][demucs.solver][INFO] - Valid | Epoch 809 | 17/20 | 1.63 it/sec | Loss 0.5625 | Reco 0.5625 | Nsdr 1.166
[2024-12-12 19:41:34,610][demucs.solver][INFO] - Valid | Epoch 809 | 18/20 | 1.66 it/sec | Loss 0.5467 | Reco 0.5467 | Nsdr 1.130
[2024-12-12 19:41:34,833][demucs.solver][INFO] - Valid | Epoch 809 | 19/20 | 1.71 it/sec | Loss 0.5452 | Reco 0.5452 | Nsdr 1.143
[2024-12-12 19:41:35,256][demucs.solver][INFO] - Valid Summary | Epoch 809 | Loss=0.5452 | Reco=0.5452 | Nsdr=1.143 | Best=0.5289 | Bname=main