Task 2827827
| Name | rand_automata_0043-1604984690-28853-1_0 |
| Workunit | 1274283 |
| Created | 11 Nov 2020, 2:24:18 UTC |
| Sent | 11 Nov 2020, 2:24:39 UTC |
| Report deadline | 18 Nov 2020, 2:24:39 UTC |
| Received | 11 Nov 2020, 12:08:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 22 min 17 sec |
| CPU time | 21 min 37 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-11 12:46:07 main:435] : INFO : Set logging level to 1 [2020-11-11 12:46:07 main:441] : INFO : Running in BOINC Client mode [2020-11-11 12:46:07 main:444] : INFO : Resolving all filenames [2020-11-11 12:46:07 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 (exists = 1) [2020-11-11 12:46:07 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-1604984690-28853-1_0_r1198421942_1 (exists = 0) [2020-11-11 12:46:07 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-1604984690-28853-1_0_r1198421942_0 (exists = 0) [2020-11-11 12:46:07 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-1604984690-28853-1 (exists = 1) [2020-11-11 12:46:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 12:46:07 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 [2020-11-11 12:46:07 main:474] : INFO : Configuration: [2020-11-11 12:46:07 main:475] : INFO : Model type: LSTM [2020-11-11 12:46:07 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 12:46:07 main:477] : INFO : Max Epochs: 192 [2020-11-11 12:46:07 main:478] : INFO : Batch Size: 32 [2020-11-11 12:46:08 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 12:46:08 main:480] : INFO : Patience: 10 [2020-11-11 12:46:08 main:481] : INFO : Hidden Width: 64 [2020-11-11 12:46:08 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 12:46:08 main:483] : INFO : # Backend Layers: 2 [2020-11-11 12:46:08 main:484] : INFO : # Threads: 1 [2020-11-11 12:46:08 main:486] : INFO : Preparing Dataset [2020-11-11 12:46:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 into memory [2020-11-11 12:46:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 into memory [2020-11-11 12:46:11 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 12:46:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 into memory [2020-11-11 12:46:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 into memory [2020-11-11 12:46:11 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 12:46:11 main:494] : INFO : Creating Model [2020-11-11 12:46:11 main:507] : INFO : Preparing config file [2020-11-11 12:46:11 main:519] : INFO : Creating new config file [2020-11-11 12:46:11 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 12:46:12 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 12:46:12 main:562] : INFO : Starting Training [2020-11-11 12:46:20 main:574] : INFO : Epoch 1 | loss: 0.00029849 | val_loss: 0.000270594 | Time: 7131.77 ms [2020-11-11 12:46:26 main:574] : INFO : Epoch 2 | loss: 0.000266718 | val_loss: 0.000264392 | Time: 6635.47 ms [2020-11-11 12:46:33 main:574] : INFO : Epoch 3 | loss: 0.000261212 | val_loss: 0.000259637 | Time: 6672.12 ms [2020-11-11 12:46:40 main:574] : INFO : Epoch 4 | loss: 0.000254578 | val_loss: 0.000253162 | Time: 6704.04 ms [2020-11-11 12:46:46 main:574] : INFO : Epoch 5 | loss: 0.000247891 | val_loss: 0.000247781 | Time: 6336.97 ms [2020-11-11 12:46:53 main:574] : INFO : Epoch 6 | loss: 0.000241406 | val_loss: 0.000241603 | Time: 6679.72 ms [2020-11-11 12:47:00 main:574] : INFO : Epoch 7 | loss: 0.000235388 | val_loss: 0.000235059 | Time: 6732.36 ms [2020-11-11 12:47:07 main:574] : INFO : Epoch 8 | loss: 0.000228969 | val_loss: 0.000225973 | Time: 6806.11 ms [2020-11-11 12:47:13 main:574] : INFO : Epoch 9 | loss: 0.00022356 | val_loss: 0.00022194 | Time: 6380.04 ms [2020-11-11 12:47:20 main:574] : INFO : Epoch 10 | loss: 0.000217927 | val_loss: 0.000216829 | Time: 6839.79 ms [2020-11-11 12:47:26 main:574] : INFO : Epoch 11 | loss: 0.000212348 | val_loss: 0.000210679 | Time: 6294.54 ms [2020-11-11 12:47:33 main:574] : INFO : Epoch 12 | loss: 0.000207291 | val_loss: 0.000206932 | Time: 6707.48 ms [2020-11-11 12:47:40 main:574] : INFO : Epoch 13 | loss: 0.00020266 | val_loss: 0.000201623 | Time: 6559.61 ms [2020-11-11 12:47:46 main:574] : INFO : Epoch 14 | loss: 0.000197442 | val_loss: 0.000197062 | Time: 6680.32 ms [2020-11-11 12:47:53 main:574] : INFO : Epoch 15 | loss: 0.000192997 | val_loss: 0.000192005 | Time: 6707.36 ms [2020-11-11 12:48:00 main:574] : INFO : Epoch 16 | loss: 0.000188384 | val_loss: 0.000188516 | Time: 6609.63 ms [2020-11-11 12:48:06 main:574] : INFO : Epoch 17 | loss: 0.000184547 | val_loss: 0.000183342 | Time: 6407.87 ms [2020-11-11 12:48:13 main:574] : INFO : Epoch 18 | loss: 0.000180915 | val_loss: 0.000179276 | Time: 6412.63 ms [2020-11-11 12:48:19 main:574] : INFO : Epoch 19 | loss: 0.000177481 | val_loss: 0.000177052 | Time: 6480.88 ms [2020-11-11 12:48:25 main:574] : INFO : Epoch 20 | loss: 0.000172966 | val_loss: 0.000172149 | Time: 6268.8 ms [2020-11-11 12:48:32 main:574] : INFO : Epoch 21 | loss: 0.000169593 | val_loss: 0.000170823 | Time: 6868.26 ms [2020-11-11 12:48:39 main:574] : INFO : Epoch 22 | loss: 0.0001667 | val_loss: 0.000165867 | Time: 6754.9 ms [2020-11-11 12:48:46 main:574] : INFO : Epoch 23 | loss: 0.000163395 | val_loss: 0.000164347 | Time: 6581 ms [2020-11-11 12:48:52 main:574] : INFO : Epoch 24 | loss: 0.000160271 | val_loss: 0.000159871 | Time: 6551.27 ms [2020-11-11 12:48:59 main:574] : INFO : Epoch 25 | loss: 0.000157366 | val_loss: 0.000157751 | Time: 6694.8 ms [2020-11-11 12:49:06 main:574] : INFO : Epoch 26 | loss: 0.00015452 | val_loss: 0.000152313 | Time: 6502.66 ms [2020-11-11 12:49:13 main:574] : INFO : Epoch 27 | loss: 0.000150796 | val_loss: 0.000152006 | Time: 6839.53 ms [2020-11-11 12:49:19 main:574] : INFO : Epoch 28 | loss: 0.000148782 | val_loss: 0.000151098 | Time: 6687.35 ms [2020-11-11 12:49:26 main:574] : INFO : Epoch 29 | loss: 0.000146237 | val_loss: 0.000146505 | Time: 6475.29 ms [2020-11-11 12:49:33 main:574] : INFO : Epoch 30 | loss: 0.000143326 | val_loss: 0.000143688 | Time: 6624.43 ms [2020-11-11 12:49:39 main:574] : INFO : Epoch 31 | loss: 0.000141019 | val_loss: 0.000140143 | Time: 6595.97 ms [2020-11-11 12:49:46 main:574] : INFO : Epoch 32 | loss: 0.00013834 | val_loss: 0.000138606 | Time: 6680.27 ms [2020-11-11 12:49:53 main:574] : INFO : Epoch 33 | loss: 0.000136688 | val_loss: 0.000136209 | Time: 6701.38 ms [2020-11-11 12:49:59 main:574] : INFO : Epoch 34 | loss: 0.000134548 | val_loss: 0.000135509 | Time: 6550.08 ms [2020-11-11 12:50:06 main:574] : INFO : Epoch 35 | loss: 0.000132391 | val_loss: 0.000133819 | Time: 6700.05 ms [2020-11-11 12:50:13 main:574] : INFO : Epoch 36 | loss: 0.000130618 | val_loss: 0.000130044 | Time: 6668.71 ms [2020-11-11 12:50:19 main:574] : INFO : Epoch 37 | loss: 0.000128074 | val_loss: 0.00012874 | Time: 6656.75 ms [2020-11-11 12:50:26 main:574] : INFO : Epoch 38 | loss: 0.000126094 | val_loss: 0.000126899 | Time: 6728.75 ms [2020-11-11 12:50:33 main:574] : INFO : Epoch 39 | loss: 0.000124277 | val_loss: 0.000123657 | Time: 6751.11 ms [2020-11-11 12:50:40 main:574] : INFO : Epoch 40 | loss: 0.000122349 | val_loss: 0.000122992 | Time: 6620.14 ms [2020-11-11 12:50:46 main:574] : INFO : Epoch 41 | loss: 0.000121268 | val_loss: 0.000121493 | Time: 6635.96 ms [2020-11-11 12:50:53 main:574] : INFO : Epoch 42 | loss: 0.000118685 | val_loss: 0.000119114 | Time: 6568.83 ms [2020-11-11 12:50:59 main:574] : INFO : Epoch 43 | loss: 0.000117446 | val_loss: 0.000116309 | Time: 6496.25 ms [2020-11-11 12:51:06 main:574] : INFO : Epoch 44 | loss: 0.000115788 | val_loss: 0.000116604 | Time: 6616.85 ms [2020-11-11 12:51:13 main:574] : INFO : Epoch 45 | loss: 0.000114256 | val_loss: 0.000117193 | Time: 6480.64 ms [2020-11-11 12:51:19 main:574] : INFO : Epoch 46 | loss: 0.000112476 | val_loss: 0.000112496 | Time: 6331.97 ms [2020-11-11 12:51:26 main:574] : INFO : Epoch 47 | loss: 0.000111125 | val_loss: 0.000112118 | Time: 6498.89 ms [2020-11-11 12:51:32 main:574] : INFO : Epoch 48 | loss: 0.000109735 | val_loss: 0.000108761 | Time: 6553.75 ms [2020-11-11 12:51:39 main:574] : INFO : Epoch 49 | loss: 0.00010771 | val_loss: 0.000109574 | Time: 6307.54 ms [2020-11-11 12:51:45 main:574] : INFO : Epoch 50 | loss: 0.000106684 | val_loss: 0.000107169 | Time: 6481.74 ms [2020-11-11 12:51:52 main:574] : INFO : Epoch 51 | loss: 0.000105319 | val_loss: 0.000107761 | Time: 6657.72 ms [2020-11-11 12:51:58 main:574] : INFO : Epoch 52 | loss: 0.000104158 | val_loss: 0.000106081 | Time: 6632.53 ms [2020-11-11 12:52:06 main:574] : INFO : Epoch 53 | loss: 0.00010246 | val_loss: 0.000103849 | Time: 6976.71 ms [2020-11-11 12:52:12 main:574] : INFO : Epoch 54 | loss: 0.000101605 | val_loss: 0.000102198 | Time: 6496.07 ms [2020-11-11 12:52:19 main:574] : INFO : Epoch 55 | loss: 0.000100097 | val_loss: 0.000101275 | Time: 6806.85 ms [2020-11-11 12:52:25 main:574] : INFO : Epoch 56 | loss: 9.88657e-05 | val_loss: 9.99415e-05 | Time: 6385.2 ms [2020-11-11 12:52:32 main:574] : INFO : Epoch 57 | loss: 9.83068e-05 | val_loss: 9.80595e-05 | Time: 6483.14 ms [2020-11-11 12:52:39 main:574] : INFO : Epoch 58 | loss: 9.71963e-05 | val_loss: 9.66007e-05 | Time: 6702.28 ms [2020-11-11 12:52:45 main:574] : INFO : Epoch 59 | loss: 9.53549e-05 | val_loss: 9.55369e-05 | Time: 6612.93 ms [2020-11-11 12:52:52 main:574] : INFO : Epoch 60 | loss: 9.41378e-05 | val_loss: 9.69332e-05 | Time: 6575.69 ms [2020-11-11 12:52:59 main:574] : INFO : Epoch 61 | loss: 9.34922e-05 | val_loss: 9.45719e-05 | Time: 6623.73 ms [2020-11-11 12:53:05 main:574] : INFO : Epoch 62 | loss: 9.2262e-05 | val_loss: 9.34824e-05 | Time: 6357.41 ms [2020-11-11 12:53:12 main:574] : INFO : Epoch 63 | loss: 9.09355e-05 | val_loss: 9.22582e-05 | Time: 6687.96 ms [2020-11-11 12:53:18 main:574] : INFO : Epoch 64 | loss: 8.96391e-05 | val_loss: 8.98557e-05 | Time: 6455.6 ms [2020-11-11 12:53:25 main:574] : INFO : Epoch 65 | loss: 8.87061e-05 | val_loss: 8.96451e-05 | Time: 6559.21 ms [2020-11-11 12:53:31 main:574] : INFO : Epoch 66 | loss: 8.8191e-05 | val_loss: 8.89322e-05 | Time: 6562.78 ms [2020-11-11 12:53:38 main:574] : INFO : Epoch 67 | loss: 8.69106e-05 | val_loss: 8.84695e-05 | Time: 6683.93 ms [2020-11-11 12:53:45 main:574] : INFO : Epoch 68 | loss: 8.57836e-05 | val_loss: 8.78015e-05 | Time: 6575.68 ms [2020-11-11 12:53:51 main:574] : INFO : Epoch 69 | loss: 8.54993e-05 | val_loss: 8.81994e-05 | Time: 6532.98 ms [2020-11-11 12:53:58 main:574] : INFO : Epoch 70 | loss: 8.43638e-05 | val_loss: 8.55622e-05 | Time: 6686.38 ms [2020-11-11 12:54:05 main:574] : INFO : Epoch 71 | loss: 8.34659e-05 | val_loss: 8.43545e-05 | Time: 6510.7 ms [2020-11-11 12:54:12 main:574] : INFO : Epoch 72 | loss: 8.20769e-05 | val_loss: 8.40892e-05 | Time: 6814.86 ms [2020-11-11 12:54:18 main:574] : INFO : Epoch 73 | loss: 8.14193e-05 | val_loss: 8.29778e-05 | Time: 6667.03 ms [2020-11-11 12:54:25 main:574] : INFO : Epoch 74 | loss: 8.03924e-05 | val_loss: 8.18208e-05 | Time: 6664.49 ms [2020-11-11 12:54:31 main:574] : INFO : Epoch 75 | loss: 7.94736e-05 | val_loss: 8.00854e-05 | Time: 6329.41 ms [2020-11-11 12:54:38 main:574] : INFO : Epoch 76 | loss: 7.89591e-05 | val_loss: 7.97307e-05 | Time: 6721.44 ms [2020-11-11 12:54:45 main:574] : INFO : Epoch 77 | loss: 7.8232e-05 | val_loss: 7.90297e-05 | Time: 6766.3 ms [2020-11-11 12:54:51 main:574] : INFO : Epoch 78 | loss: 7.72893e-05 | val_loss: 7.88256e-05 | Time: 6475.54 ms [2020-11-11 12:54:58 main:574] : INFO : Epoch 79 | loss: 7.69623e-05 | val_loss: 7.89907e-05 | Time: 6490.38 ms [2020-11-11 12:55:04 main:574] : INFO : Epoch 80 | loss: 7.57118e-05 | val_loss: 7.57848e-05 | Time: 6411.63 ms [2020-11-11 12:55:11 main:574] : INFO : Epoch 81 | loss: 7.48207e-05 | val_loss: 7.66889e-05 | Time: 6579.12 ms [2020-11-11 12:55:18 main:574] : INFO : Epoch 82 | loss: 7.44176e-05 | val_loss: 7.44106e-05 | Time: 6593.26 ms [2020-11-11 12:55:24 main:574] : INFO : Epoch 83 | loss: 7.3621e-05 | val_loss: 7.67497e-05 | Time: 6535.65 ms [2020-11-11 12:55:31 main:574] : INFO : Epoch 84 | loss: 7.2809e-05 | val_loss: 7.53624e-05 | Time: 6535.36 ms [2020-11-11 12:55:38 main:574] : INFO : Epoch 85 | loss: 7.27193e-05 | val_loss: 7.56869e-05 | Time: 6649.78 ms [2020-11-11 12:55:44 main:574] : INFO : Epoch 86 | loss: 7.14631e-05 | val_loss: 7.27722e-05 | Time: 6422.73 ms [2020-11-11 12:55:51 main:574] : INFO : Epoch 87 | loss: 7.13577e-05 | val_loss: 7.25583e-05 | Time: 6577.42 ms [2020-11-11 12:55:57 main:574] : INFO : Epoch 88 | loss: 6.99773e-05 | val_loss: 7.17544e-05 | Time: 6349.4 ms [2020-11-11 12:56:04 main:574] : INFO : Epoch 89 | loss: 6.9614e-05 | val_loss: 7.06232e-05 | Time: 6541.41 ms [2020-11-11 12:56:10 main:574] : INFO : Epoch 90 | loss: 6.85527e-05 | val_loss: 7.00318e-05 | Time: 6522.72 ms [2020-11-11 12:56:17 main:574] : INFO : Epoch 91 | loss: 6.81748e-05 | val_loss: 6.91117e-05 | Time: 7077.78 ms [2020-11-11 12:56:24 main:574] : INFO : Epoch 92 | loss: 6.76104e-05 | val_loss: 6.82334e-05 | Time: 6729.97 ms [2020-11-11 12:56:31 main:574] : INFO : Epoch 93 | loss: 6.69987e-05 | val_loss: 6.88497e-05 | Time: 6692.01 ms [2020-11-11 12:56:38 main:574] : INFO : Epoch 94 | loss: 6.65361e-05 | val_loss: 6.75777e-05 | Time: 6562.65 ms [2020-11-11 12:56:44 main:574] : INFO : Epoch 95 | loss: 6.55428e-05 | val_loss: 6.78189e-05 | Time: 6559.08 ms [2020-11-11 12:56:51 main:574] : INFO : Epoch 96 | loss: 6.55187e-05 | val_loss: 6.5398e-05 | Time: 6648.84 ms [2020-11-11 12:56:58 main:574] : INFO : Epoch 97 | loss: 6.45426e-05 | val_loss: 6.58361e-05 | Time: 6857.37 ms [2020-11-11 12:57:04 main:574] : INFO : Epoch 98 | loss: 6.42575e-05 | val_loss: 6.65565e-05 | Time: 6636.86 ms [2020-11-11 12:57:11 main:574] : INFO : Epoch 99 | loss: 6.35852e-05 | val_loss: 6.52127e-05 | Time: 6890.33 ms [2020-11-11 12:57:18 main:574] : INFO : Epoch 100 | loss: 6.30421e-05 | val_loss: 6.49261e-05 | Time: 6678.99 ms [2020-11-11 12:57:25 main:574] : INFO : Epoch 101 | loss: 6.26577e-05 | val_loss: 6.44257e-05 | Time: 6472.04 ms [2020-11-11 12:57:32 main:574] : INFO : Epoch 102 | loss: 6.19014e-05 | val_loss: 6.26627e-05 | Time: 6869.26 ms [2020-11-11 12:57:38 main:574] : INFO : Epoch 103 | loss: 6.11585e-05 | val_loss: 6.22512e-05 | Time: 6781.95 ms [2020-11-11 12:57:45 main:574] : INFO : Epoch 104 | loss: 6.09937e-05 | val_loss: 6.34383e-05 | Time: 6630.45 ms [2020-11-11 12:57:52 main:574] : INFO : Epoch 105 | loss: 6.05326e-05 | val_loss: 6.21445e-05 | Time: 6816.85 ms [2020-11-11 12:57:59 main:574] : INFO : Epoch 106 | loss: 5.97998e-05 | val_loss: 6.12002e-05 | Time: 6764.34 ms [2020-11-11 12:58:05 main:574] : INFO : Epoch 107 | loss: 5.96751e-05 | val_loss: 6.16828e-05 | Time: 6510.32 ms [2020-11-11 12:58:12 main:574] : INFO : Epoch 108 | loss: 5.90805e-05 | val_loss: 6.06323e-05 | Time: 6494.1 ms [2020-11-11 12:58:19 main:574] : INFO : Epoch 109 | loss: 5.88486e-05 | val_loss: 6.01809e-05 | Time: 6669.97 ms [2020-11-11 12:58:25 main:574] : INFO : Epoch 110 | loss: 5.78396e-05 | val_loss: 5.98452e-05 | Time: 6807.41 ms [2020-11-11 12:58:32 main:574] : INFO : Epoch 111 | loss: 5.77049e-05 | val_loss: 6.02455e-05 | Time: 6496.72 ms [2020-11-11 12:58:39 main:574] : INFO : Epoch 112 | loss: 5.71667e-05 | val_loss: 5.96686e-05 | Time: 6801.91 ms [2020-11-11 12:58:46 main:574] : INFO : Epoch 113 | loss: 5.68092e-05 | val_loss: 5.89997e-05 | Time: 6674.12 ms [2020-11-11 12:58:52 main:574] : INFO : Epoch 114 | loss: 5.63867e-05 | val_loss: 5.73195e-05 | Time: 6523.87 ms [2020-11-11 12:58:59 main:574] : INFO : Epoch 115 | loss: 5.56851e-05 | val_loss: 5.79835e-05 | Time: 6882.06 ms [2020-11-11 12:59:06 main:574] : INFO : Epoch 116 | loss: 5.56142e-05 | val_loss: 5.74993e-05 | Time: 6738.81 ms [2020-11-11 12:59:12 main:574] : INFO : Epoch 117 | loss: 5.493e-05 | val_loss: 5.64351e-05 | Time: 6635.37 ms [2020-11-11 12:59:19 main:574] : INFO : Epoch 118 | loss: 5.47087e-05 | val_loss: 5.56686e-05 | Time: 6800.4 ms [2020-11-11 12:59:26 main:574] : INFO : Epoch 119 | loss: 5.47964e-05 | val_loss: 5.76095e-05 | Time: 6624.37 ms [2020-11-11 12:59:33 main:574] : INFO : Epoch 120 | loss: 5.38552e-05 | val_loss: 5.4593e-05 | Time: 6663.67 ms [2020-11-11 12:59:39 main:574] : INFO : Epoch 121 | loss: 5.3599e-05 | val_loss: 5.45951e-05 | Time: 6485.24 ms [2020-11-11 12:59:46 main:574] : INFO : Epoch 122 | loss: 5.27681e-05 | val_loss: 5.47088e-05 | Time: 6759.73 ms [2020-11-11 12:59:53 main:574] : INFO : Epoch 123 | loss: 5.24025e-05 | val_loss: 5.45249e-05 | Time: 6716.81 ms [2020-11-11 13:00:00 main:574] : INFO : Epoch 124 | loss: 5.24395e-05 | val_loss: 5.32556e-05 | Time: 6782.25 ms [2020-11-11 13:00:07 main:574] : INFO : Epoch 125 | loss: 5.23891e-05 | val_loss: 5.31198e-05 | Time: 6847.68 ms [2020-11-11 13:00:14 main:574] : INFO : Epoch 126 | loss: 5.18719e-05 | val_loss: 5.42763e-05 | Time: 7078.53 ms [2020-11-11 13:00:21 main:574] : INFO : Epoch 127 | loss: 5.11972e-05 | val_loss: 5.30579e-05 | Time: 7373.65 ms [2020-11-11 13:00:29 main:574] : INFO : Epoch 128 | loss: 5.04787e-05 | val_loss: 5.23042e-05 | Time: 7235.61 ms [2020-11-11 13:00:36 main:574] : INFO : Epoch 129 | loss: 5.06894e-05 | val_loss: 5.23052e-05 | Time: 7170.12 ms [2020-11-11 13:00:43 main:574] : INFO : Epoch 130 | loss: 5.04075e-05 | val_loss: 5.17069e-05 | Time: 7008.61 ms [2020-11-11 13:00:50 main:574] : INFO : Epoch 131 | loss: 4.95799e-05 | val_loss: 5.09261e-05 | Time: 7190.71 ms [2020-11-11 13:00:57 main:574] : INFO : Epoch 132 | loss: 4.92411e-05 | val_loss: 5.0934e-05 | Time: 7249.99 ms [2020-11-11 13:01:05 main:574] : INFO : Epoch 133 | loss: 4.9386e-05 | val_loss: 5.14704e-05 | Time: 7180.39 ms [2020-11-11 13:01:12 main:574] : INFO : Epoch 134 | loss: 4.84727e-05 | val_loss: 5.0076e-05 | Time: 7016.22 ms [2020-11-11 13:01:19 main:574] : INFO : Epoch 135 | loss: 4.86785e-05 | val_loss: 5.11087e-05 | Time: 7053.39 ms [2020-11-11 13:01:26 main:574] : INFO : Epoch 136 | loss: 4.83338e-05 | val_loss: 5.02591e-05 | Time: 7036.02 ms [2020-11-11 13:01:33 main:574] : INFO : Epoch 137 | loss: 4.80136e-05 | val_loss: 4.89048e-05 | Time: 7185.13 ms [2020-11-11 13:01:40 main:574] : INFO : Epoch 138 | loss: 4.81543e-05 | val_loss: 5.03061e-05 | Time: 7078.68 ms [2020-11-11 13:01:47 main:574] : INFO : Epoch 139 | loss: 4.75252e-05 | val_loss: 4.90471e-05 | Time: 7156.77 ms [2020-11-11 13:01:54 main:574] : INFO : Epoch 140 | loss: 4.69136e-05 | val_loss: 4.7649e-05 | Time: 7009.54 ms [2020-11-11 13:02:02 main:574] : INFO : Epoch 141 | loss: 4.66149e-05 | val_loss: 4.81264e-05 | Time: 7056.1 ms [2020-11-11 13:02:09 main:574] : INFO : Epoch 142 | loss: 4.62984e-05 | val_loss: 4.7616e-05 | Time: 7219.06 ms [2020-11-11 13:02:16 main:574] : INFO : Epoch 143 | loss: 4.61137e-05 | val_loss: 4.69306e-05 | Time: 6889.78 ms [2020-11-11 13:02:23 main:574] : INFO : Epoch 144 | loss: 4.57372e-05 | val_loss: 4.67861e-05 | Time: 7150.69 ms [2020-11-11 13:02:30 main:574] : INFO : Epoch 145 | loss: 4.56481e-05 | val_loss: 4.72966e-05 | Time: 7018.49 ms [2020-11-11 13:02:37 main:574] : INFO : Epoch 146 | loss: 4.51649e-05 | val_loss: 4.70952e-05 | Time: 7116.17 ms [2020-11-11 13:02:44 main:574] : INFO : Epoch 147 | loss: 4.51414e-05 | val_loss: 4.60676e-05 | Time: 6993.26 ms [2020-11-11 13:02:51 main:574] : INFO : Epoch 148 | loss: 4.46138e-05 | val_loss: 4.52098e-05 | Time: 7080.24 ms [2020-11-11 13:02:59 main:574] : INFO : Epoch 149 | loss: 4.42806e-05 | val_loss: 4.86211e-05 | Time: 7203.82 ms [2020-11-11 13:03:06 main:574] : INFO : Epoch 150 | loss: 4.43654e-05 | val_loss: 4.49724e-05 | Time: 7096.86 ms [2020-11-11 13:03:13 main:574] : INFO : Epoch 151 | loss: 4.3697e-05 | val_loss: 4.47457e-05 | Time: 6909.42 ms [2020-11-11 13:03:20 main:574] : INFO : Epoch 152 | loss: 4.38638e-05 | val_loss: 4.4455e-05 | Time: 7041.46 ms [2020-11-11 13:03:27 main:574] : INFO : Epoch 153 | loss: 4.30731e-05 | val_loss: 4.47867e-05 | Time: 7163.9 ms [2020-11-11 13:03:35 main:574] : INFO : Epoch 154 | loss: 4.30732e-05 | val_loss: 4.38635e-05 | Time: 7419.8 ms [2020-11-11 13:03:42 main:574] : INFO : Epoch 155 | loss: 4.30128e-05 | val_loss: 4.41821e-05 | Time: 7441.82 ms [2020-11-11 13:03:49 main:574] : INFO : Epoch 156 | loss: 4.24171e-05 | val_loss: 4.33175e-05 | Time: 7150.07 ms [2020-11-11 13:03:57 main:574] : INFO : Epoch 157 | loss: 4.24898e-05 | val_loss: 4.44132e-05 | Time: 7380.58 ms [2020-11-11 13:04:04 main:574] : INFO : Epoch 158 | loss: 4.23786e-05 | val_loss: 4.57748e-05 | Time: 7210.98 ms [2020-11-11 13:04:11 main:574] : INFO : Epoch 159 | loss: 4.1646e-05 | val_loss: 4.22925e-05 | Time: 7112.49 ms [2020-11-11 13:04:18 main:574] : INFO : Epoch 160 | loss: 4.12701e-05 | val_loss: 4.22264e-05 | Time: 7088.79 ms [2020-11-11 13:04:25 main:574] : INFO : Epoch 161 | loss: 4.12549e-05 | val_loss: 4.32902e-05 | Time: 7073.43 ms [2020-11-11 13:04:32 main:574] : INFO : Epoch 162 | loss: 4.15737e-05 | val_loss: 4.23175e-05 | Time: 6860.93 ms [2020-11-11 13:04:39 main:574] : INFO : Epoch 163 | loss: 4.10088e-05 | val_loss: 4.22221e-05 | Time: 6987.41 ms [2020-11-11 13:04:47 main:574] : INFO : Epoch 164 | loss: 4.06386e-05 | val_loss: 4.35102e-05 | Time: 7395.78 ms [2020-11-11 13:04:55 main:574] : INFO : Epoch 165 | loss: 4.09054e-05 | val_loss: 4.41621e-05 | Time: 7913.24 ms [2020-11-11 13:05:02 main:574] : INFO : Epoch 166 | loss: 4.01457e-05 | val_loss: 4.23581e-05 | Time: 7224.91 ms [2020-11-11 13:05:09 main:574] : INFO : Epoch 167 | loss: 4.00583e-05 | val_loss: 4.04109e-05 | Time: 7135.48 ms [2020-11-11 13:05:16 main:574] : INFO : Epoch 168 | loss: 3.98493e-05 | val_loss: 4.07736e-05 | Time: 7067.45 ms [2020-11-11 13:05:24 main:574] : INFO : Epoch 169 | loss: 3.93676e-05 | val_loss: 4.09411e-05 | Time: 7282.97 ms [2020-11-11 13:05:31 main:574] : INFO : Epoch 170 | loss: 3.94026e-05 | val_loss: 4.02683e-05 | Time: 7194.93 ms [2020-11-11 13:05:38 main:574] : INFO : Epoch 171 | loss: 3.91053e-05 | val_loss: 4.02339e-05 | Time: 7291.04 ms [2020-11-11 13:05:45 main:574] : INFO : Epoch 172 | loss: 3.88681e-05 | val_loss: 3.98824e-05 | Time: 7206.44 ms [2020-11-11 13:05:53 main:574] : INFO : Epoch 173 | loss: 3.87921e-05 | val_loss: 4.02807e-05 | Time: 7031.83 ms [2020-11-11 13:06:00 main:574] : INFO : Epoch 174 | loss: 3.85584e-05 | val_loss: 4.14448e-05 | Time: 7006.48 ms [2020-11-11 13:06:07 main:574] : INFO : Epoch 175 | loss: 3.84691e-05 | val_loss: 4.10004e-05 | Time: 7039.72 ms [2020-11-11 13:06:14 main:574] : INFO : Epoch 176 | loss: 3.84061e-05 | val_loss: 3.92072e-05 | Time: 7060.62 ms [2020-11-11 13:06:21 main:574] : INFO : Epoch 177 | loss: 3.79404e-05 | val_loss: 3.90247e-05 | Time: 7458.97 ms [2020-11-11 13:06:28 main:574] : INFO : Epoch 178 | loss: 3.75767e-05 | val_loss: 3.98564e-05 | Time: 7002.01 ms [2020-11-11 13:06:35 main:574] : INFO : Epoch 179 | loss: 3.74931e-05 | val_loss: 3.88346e-05 | Time: 6973.72 ms [2020-11-11 13:06:43 main:574] : INFO : Epoch 180 | loss: 3.73668e-05 | val_loss: 3.9378e-05 | Time: 7140.92 ms [2020-11-11 13:06:50 main:574] : INFO : Epoch 181 | loss: 3.72274e-05 | val_loss: 3.81951e-05 | Time: 7104.52 ms [2020-11-11 13:06:57 main:574] : INFO : Epoch 182 | loss: 3.71799e-05 | val_loss: 3.83906e-05 | Time: 7399.78 ms [2020-11-11 13:07:05 main:574] : INFO : Epoch 183 | loss: 3.66711e-05 | val_loss: 3.84474e-05 | Time: 7305.61 ms [2020-11-11 13:07:12 main:574] : INFO : Epoch 184 | loss: 3.65062e-05 | val_loss: 3.82828e-05 | Time: 6920.16 ms [2020-11-11 13:07:18 main:574] : INFO : Epoch 185 | loss: 3.64215e-05 | val_loss: 3.91711e-05 | Time: 6932.02 ms [2020-11-11 13:07:26 main:574] : INFO : Epoch 186 | loss: 3.61362e-05 | val_loss: 3.77896e-05 | Time: 7394.28 ms [2020-11-11 13:07:33 main:574] : INFO : Epoch 187 | loss: 3.60631e-05 | val_loss: 3.80395e-05 | Time: 7278.62 ms [2020-11-11 13:07:40 main:574] : INFO : Epoch 188 | loss: 3.60975e-05 | val_loss: 3.68668e-05 | Time: 7130.48 ms [2020-11-11 13:07:48 main:574] : INFO : Epoch 189 | loss: 3.56831e-05 | val_loss: 3.65758e-05 | Time: 7231.65 ms [2020-11-11 13:07:55 main:574] : INFO : Epoch 190 | loss: 3.54775e-05 | val_loss: 3.71866e-05 | Time: 7225.85 ms [2020-11-11 13:08:02 main:574] : INFO : Epoch 191 | loss: 3.58362e-05 | val_loss: 3.67657e-05 | Time: 6769.6 ms [2020-11-11 13:08:09 main:574] : INFO : Epoch 192 | loss: 3.5318e-05 | val_loss: 3.57558e-05 | Time: 7006.93 ms [2020-11-11 13:08:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.57558e-05 [2020-11-11 13:08:09 main:603] : INFO : Saving end state to config to file [2020-11-11 13:08:09 main:608] : INFO : Success, exiting.. 13:08:09 (15288): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)