Task 2793490
| Name | rand_automata_0011-1604877612-10047-1_0 |
| Workunit | 1258382 |
| Created | 9 Nov 2020, 16:18:18 UTC |
| Sent | 9 Nov 2020, 16:18:32 UTC |
| Report deadline | 16 Nov 2020, 16:18:32 UTC |
| Received | 11 Nov 2020, 23:01:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 596 |
| Run time | 54 min 11 sec |
| CPU time | 53 min 52 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 7,315.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.97 GB |
| Peak swap size | 3.93 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060 SUPER) [2020-11-11 23:07:38 main:435] : INFO : Set logging level to 1 [2020-11-11 23:07:38 main:441] : INFO : Running in BOINC Client mode [2020-11-11 23:07:38 main:444] : INFO : Resolving all filenames [2020-11-11 23:07:38 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0011-train-val-dataset.hdf5 (exists = 1) [2020-11-11 23:07:38 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0011-1604877612-10047-1_0_r2132566513_1 (exists = 0) [2020-11-11 23:07:38 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0011-1604877612-10047-1_0_r2132566513_0 (exists = 0) [2020-11-11 23:07:38 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0011-1604877612-10047-1 (exists = 1) [2020-11-11 23:07:38 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 23:07:38 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0011-train-val-dataset.hdf5 [2020-11-11 23:07:38 main:474] : INFO : Configuration: [2020-11-11 23:07:38 main:475] : INFO : Model type: LSTM [2020-11-11 23:07:38 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 23:07:38 main:477] : INFO : Max Epochs: 192 [2020-11-11 23:07:38 main:478] : INFO : Batch Size: 32 [2020-11-11 23:07:38 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 23:07:38 main:480] : INFO : Patience: 10 [2020-11-11 23:07:38 main:481] : INFO : Hidden Width: 64 [2020-11-11 23:07:38 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 23:07:38 main:483] : INFO : # Backend Layers: 2 [2020-11-11 23:07:38 main:484] : INFO : # Threads: 1 [2020-11-11 23:07:38 main:486] : INFO : Preparing Dataset [2020-11-11 23:07:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0011-train-val-dataset.hdf5 into memory [2020-11-11 23:07:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0011-train-val-dataset.hdf5 into memory [2020-11-11 23:07:43 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 23:07:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0011-train-val-dataset.hdf5 into memory [2020-11-11 23:07:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0011-train-val-dataset.hdf5 into memory [2020-11-11 23:07:43 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 23:07:43 main:494] : INFO : Creating Model [2020-11-11 23:07:43 main:507] : INFO : Preparing config file [2020-11-11 23:07:43 main:519] : INFO : Creating new config file [2020-11-11 23:07:43 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 23:07:48 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 23:07:48 main:562] : INFO : Starting Training [2020-11-11 23:08:05 main:574] : INFO : Epoch 1 | loss: 0.00458847 | val_loss: 0.00369929 | Time: 17652.3 ms [2020-11-11 23:08:22 main:574] : INFO : Epoch 2 | loss: 0.00317416 | val_loss: 0.00275756 | Time: 16821.8 ms [2020-11-11 23:08:39 main:574] : INFO : Epoch 3 | loss: 0.00242048 | val_loss: 0.00214241 | Time: 16758.9 ms [2020-11-11 23:08:56 main:574] : INFO : Epoch 4 | loss: 0.00191066 | val_loss: 0.00172198 | Time: 16823.4 ms [2020-11-11 23:09:13 main:574] : INFO : Epoch 5 | loss: 0.00155219 | val_loss: 0.00141651 | Time: 16834.7 ms [2020-11-11 23:09:30 main:574] : INFO : Epoch 6 | loss: 0.00129184 | val_loss: 0.00119399 | Time: 16817.9 ms [2020-11-11 23:09:46 main:574] : INFO : Epoch 7 | loss: 0.00109664 | val_loss: 0.00102201 | Time: 16800.1 ms [2020-11-11 23:10:03 main:574] : INFO : Epoch 8 | loss: 0.00094597 | val_loss: 0.00088774 | Time: 16623 ms [2020-11-11 23:10:20 main:574] : INFO : Epoch 9 | loss: 0.000826988 | val_loss: 0.000779906 | Time: 16704 ms [2020-11-11 23:10:37 main:574] : INFO : Epoch 10 | loss: 0.000730846 | val_loss: 0.000692298 | Time: 16800.6 ms [2020-11-11 23:10:54 main:574] : INFO : Epoch 11 | loss: 0.000651362 | val_loss: 0.000621214 | Time: 16917.3 ms [2020-11-11 23:11:10 main:574] : INFO : Epoch 12 | loss: 0.000584608 | val_loss: 0.000558753 | Time: 16845.6 ms [2020-11-11 23:11:27 main:574] : INFO : Epoch 13 | loss: 0.000527995 | val_loss: 0.000507784 | Time: 16820.1 ms [2020-11-11 23:11:44 main:574] : INFO : Epoch 14 | loss: 0.000479681 | val_loss: 0.000461473 | Time: 16787.9 ms [2020-11-11 23:12:01 main:574] : INFO : Epoch 15 | loss: 0.000438536 | val_loss: 0.000422249 | Time: 16685.2 ms [2020-11-11 23:12:18 main:574] : INFO : Epoch 16 | loss: 0.000401352 | val_loss: 0.000386297 | Time: 16682.4 ms [2020-11-11 23:12:34 main:574] : INFO : Epoch 17 | loss: 0.000369248 | val_loss: 0.000356607 | Time: 16669 ms [2020-11-11 23:12:51 main:574] : INFO : Epoch 18 | loss: 0.000341246 | val_loss: 0.000330051 | Time: 16794.8 ms [2020-11-11 23:13:08 main:574] : INFO : Epoch 19 | loss: 0.000316101 | val_loss: 0.000307443 | Time: 16683.1 ms [2020-11-11 23:13:25 main:574] : INFO : Epoch 20 | loss: 0.000294295 | val_loss: 0.000284862 | Time: 16861.2 ms [2020-11-11 23:13:41 main:574] : INFO : Epoch 21 | loss: 0.000273937 | val_loss: 0.000265894 | Time: 16708.3 ms [2020-11-11 23:13:58 main:574] : INFO : Epoch 22 | loss: 0.000255832 | val_loss: 0.000249584 | Time: 16760.6 ms [2020-11-11 23:14:15 main:574] : INFO : Epoch 23 | loss: 0.000239833 | val_loss: 0.00023329 | Time: 16809.4 ms [2020-11-11 23:14:32 main:574] : INFO : Epoch 24 | loss: 0.000225136 | val_loss: 0.00022083 | Time: 16860 ms [2020-11-11 23:14:49 main:574] : INFO : Epoch 25 | loss: 0.000211646 | val_loss: 0.000207377 | Time: 16764.9 ms [2020-11-11 23:15:06 main:574] : INFO : Epoch 26 | loss: 0.000199628 | val_loss: 0.000195687 | Time: 17060.9 ms [2020-11-11 23:15:23 main:574] : INFO : Epoch 27 | loss: 0.000188926 | val_loss: 0.000184691 | Time: 16810.7 ms [2020-11-11 23:15:39 main:574] : INFO : Epoch 28 | loss: 0.000178764 | val_loss: 0.000174765 | Time: 16673.6 ms [2020-11-11 23:15:56 main:574] : INFO : Epoch 29 | loss: 0.000169473 | val_loss: 0.000165436 | Time: 16720.1 ms [2020-11-11 23:16:13 main:574] : INFO : Epoch 30 | loss: 0.00016076 | val_loss: 0.00015778 | Time: 16734 ms [2020-11-11 23:16:30 main:574] : INFO : Epoch 31 | loss: 0.000153171 | val_loss: 0.000150466 | Time: 16708.3 ms [2020-11-11 23:16:46 main:574] : INFO : Epoch 32 | loss: 0.000146079 | val_loss: 0.000143666 | Time: 16838.1 ms [2020-11-11 23:17:03 main:574] : INFO : Epoch 33 | loss: 0.000139296 | val_loss: 0.000136669 | Time: 16774.5 ms [2020-11-11 23:17:20 main:574] : INFO : Epoch 34 | loss: 0.000133065 | val_loss: 0.000131405 | Time: 16798.7 ms [2020-11-11 23:17:37 main:574] : INFO : Epoch 35 | loss: 0.000127575 | val_loss: 0.000125327 | Time: 16693.5 ms [2020-11-11 23:17:54 main:574] : INFO : Epoch 36 | loss: 0.000122057 | val_loss: 0.00012011 | Time: 16737 ms [2020-11-11 23:18:10 main:574] : INFO : Epoch 37 | loss: 0.000117073 | val_loss: 0.00011479 | Time: 16769.2 ms [2020-11-11 23:18:27 main:574] : INFO : Epoch 38 | loss: 0.000112239 | val_loss: 0.000110268 | Time: 16873.6 ms [2020-11-11 23:18:44 main:574] : INFO : Epoch 39 | loss: 0.000107978 | val_loss: 0.000107131 | Time: 16837.7 ms [2020-11-11 23:19:01 main:574] : INFO : Epoch 40 | loss: 0.000104024 | val_loss: 0.000103231 | Time: 16806.5 ms [2020-11-11 23:19:18 main:574] : INFO : Epoch 41 | loss: 0.000100149 | val_loss: 9.86921e-05 | Time: 16826.1 ms [2020-11-11 23:19:34 main:574] : INFO : Epoch 42 | loss: 9.66449e-05 | val_loss: 9.64808e-05 | Time: 16649.2 ms [2020-11-11 23:19:51 main:574] : INFO : Epoch 43 | loss: 9.29505e-05 | val_loss: 9.17594e-05 | Time: 16721.6 ms [2020-11-11 23:20:08 main:574] : INFO : Epoch 44 | loss: 8.98877e-05 | val_loss: 8.94475e-05 | Time: 16651.2 ms [2020-11-11 23:20:25 main:574] : INFO : Epoch 45 | loss: 8.69613e-05 | val_loss: 8.62691e-05 | Time: 16829.4 ms [2020-11-11 23:20:41 main:574] : INFO : Epoch 46 | loss: 8.38453e-05 | val_loss: 8.34521e-05 | Time: 16686.9 ms [2020-11-11 23:20:58 main:574] : INFO : Epoch 47 | loss: 8.14099e-05 | val_loss: 8.15242e-05 | Time: 16735 ms [2020-11-11 23:21:15 main:574] : INFO : Epoch 48 | loss: 7.90831e-05 | val_loss: 7.86646e-05 | Time: 16677.8 ms [2020-11-11 23:21:32 main:574] : INFO : Epoch 49 | loss: 7.64201e-05 | val_loss: 7.54483e-05 | Time: 16812.2 ms [2020-11-11 23:21:49 main:574] : INFO : Epoch 50 | loss: 7.39702e-05 | val_loss: 7.48291e-05 | Time: 16848.5 ms [2020-11-11 23:22:05 main:574] : INFO : Epoch 51 | loss: 7.19962e-05 | val_loss: 7.17734e-05 | Time: 16809 ms [2020-11-11 23:22:22 main:574] : INFO : Epoch 52 | loss: 7.00548e-05 | val_loss: 6.98606e-05 | Time: 16801.3 ms [2020-11-11 23:22:39 main:574] : INFO : Epoch 53 | loss: 6.77976e-05 | val_loss: 6.75173e-05 | Time: 16787.8 ms [2020-11-11 23:22:56 main:574] : INFO : Epoch 54 | loss: 6.59889e-05 | val_loss: 6.60158e-05 | Time: 16819.9 ms [2020-11-11 23:23:13 main:574] : INFO : Epoch 55 | loss: 6.42813e-05 | val_loss: 6.45429e-05 | Time: 16721.7 ms [2020-11-11 23:23:29 main:574] : INFO : Epoch 56 | loss: 6.27585e-05 | val_loss: 6.20806e-05 | Time: 16691.4 ms [2020-11-11 23:23:46 main:574] : INFO : Epoch 57 | loss: 6.09331e-05 | val_loss: 6.0424e-05 | Time: 16696.7 ms [2020-11-11 23:24:03 main:574] : INFO : Epoch 58 | loss: 5.92712e-05 | val_loss: 5.88088e-05 | Time: 16751.6 ms [2020-11-11 23:24:20 main:574] : INFO : Epoch 59 | loss: 5.81538e-05 | val_loss: 5.81307e-05 | Time: 16857.8 ms [2020-11-11 23:24:37 main:574] : INFO : Epoch 60 | loss: 5.66188e-05 | val_loss: 5.60126e-05 | Time: 16688.6 ms [2020-11-11 23:24:53 main:574] : INFO : Epoch 61 | loss: 5.50579e-05 | val_loss: 5.58746e-05 | Time: 16806.4 ms [2020-11-11 23:25:10 main:574] : INFO : Epoch 62 | loss: 5.39662e-05 | val_loss: 5.59908e-05 | Time: 16715 ms [2020-11-11 23:25:27 main:574] : INFO : Epoch 63 | loss: 5.27465e-05 | val_loss: 5.26798e-05 | Time: 16842.7 ms [2020-11-11 23:25:44 main:574] : INFO : Epoch 64 | loss: 5.12909e-05 | val_loss: 5.1565e-05 | Time: 16792.9 ms [2020-11-11 23:26:01 main:574] : INFO : Epoch 65 | loss: 5.03619e-05 | val_loss: 5.08319e-05 | Time: 16774.9 ms [2020-11-11 23:26:17 main:574] : INFO : Epoch 66 | loss: 4.9286e-05 | val_loss: 5.05239e-05 | Time: 16784.8 ms [2020-11-11 23:26:34 main:574] : INFO : Epoch 67 | loss: 4.82714e-05 | val_loss: 4.83791e-05 | Time: 16781.9 ms [2020-11-11 23:26:51 main:574] : INFO : Epoch 68 | loss: 4.7047e-05 | val_loss: 4.6942e-05 | Time: 16764.2 ms [2020-11-11 23:27:08 main:574] : INFO : Epoch 69 | loss: 4.61859e-05 | val_loss: 4.64616e-05 | Time: 16666.2 ms [2020-11-11 23:27:25 main:574] : INFO : Epoch 70 | loss: 4.5372e-05 | val_loss: 4.59482e-05 | Time: 16719.6 ms [2020-11-11 23:27:41 main:574] : INFO : Epoch 71 | loss: 4.45377e-05 | val_loss: 4.45681e-05 | Time: 16662.9 ms [2020-11-11 23:27:58 main:574] : INFO : Epoch 72 | loss: 4.33629e-05 | val_loss: 4.33039e-05 | Time: 16811.6 ms [2020-11-11 23:28:15 main:574] : INFO : Epoch 73 | loss: 4.27073e-05 | val_loss: 4.36601e-05 | Time: 16864.1 ms [2020-11-11 23:28:32 main:574] : INFO : Epoch 74 | loss: 4.1808e-05 | val_loss: 4.21873e-05 | Time: 16740.9 ms [2020-11-11 23:28:48 main:574] : INFO : Epoch 75 | loss: 4.09357e-05 | val_loss: 4.13841e-05 | Time: 16661.8 ms [2020-11-11 23:29:05 main:574] : INFO : Epoch 76 | loss: 4.055e-05 | val_loss: 4.02267e-05 | Time: 16808.1 ms [2020-11-11 23:29:22 main:574] : INFO : Epoch 77 | loss: 3.95339e-05 | val_loss: 3.94609e-05 | Time: 16855.6 ms [2020-11-11 23:29:39 main:574] : INFO : Epoch 78 | loss: 3.89845e-05 | val_loss: 4.02568e-05 | Time: 16887.6 ms [2020-11-11 23:29:56 main:574] : INFO : Epoch 79 | loss: 3.82359e-05 | val_loss: 3.81117e-05 | Time: 16706.1 ms [2020-11-11 23:30:13 main:574] : INFO : Epoch 80 | loss: 3.75944e-05 | val_loss: 3.79022e-05 | Time: 17084.1 ms [2020-11-11 23:30:30 main:574] : INFO : Epoch 81 | loss: 3.6947e-05 | val_loss: 3.66093e-05 | Time: 16936.8 ms [2020-11-11 23:30:47 main:574] : INFO : Epoch 82 | loss: 3.61248e-05 | val_loss: 3.73462e-05 | Time: 16880.8 ms [2020-11-11 23:31:04 main:574] : INFO : Epoch 83 | loss: 3.57805e-05 | val_loss: 3.59429e-05 | Time: 16730.3 ms [2020-11-11 23:31:20 main:574] : INFO : Epoch 84 | loss: 3.50784e-05 | val_loss: 3.55739e-05 | Time: 16722.6 ms [2020-11-11 23:31:37 main:574] : INFO : Epoch 85 | loss: 3.48601e-05 | val_loss: 3.46636e-05 | Time: 16760.6 ms [2020-11-11 23:31:54 main:574] : INFO : Epoch 86 | loss: 3.41001e-05 | val_loss: 3.45651e-05 | Time: 16862.4 ms [2020-11-11 23:32:11 main:574] : INFO : Epoch 87 | loss: 3.34882e-05 | val_loss: 3.39468e-05 | Time: 16709 ms [2020-11-11 23:32:28 main:574] : INFO : Epoch 88 | loss: 3.31624e-05 | val_loss: 3.32132e-05 | Time: 16922.8 ms [2020-11-11 23:32:44 main:574] : INFO : Epoch 89 | loss: 3.25919e-05 | val_loss: 3.28315e-05 | Time: 16773.9 ms [2020-11-11 23:33:01 main:574] : INFO : Epoch 90 | loss: 3.2002e-05 | val_loss: 3.24404e-05 | Time: 16822.5 ms [2020-11-11 23:33:18 main:574] : INFO : Epoch 91 | loss: 3.17428e-05 | val_loss: 3.2182e-05 | Time: 16864.3 ms [2020-11-11 23:33:35 main:574] : INFO : Epoch 92 | loss: 3.10512e-05 | val_loss: 3.07466e-05 | Time: 16856.6 ms [2020-11-11 23:33:52 main:574] : INFO : Epoch 93 | loss: 3.05968e-05 | val_loss: 3.09324e-05 | Time: 16870.6 ms [2020-11-11 23:34:09 main:574] : INFO : Epoch 94 | loss: 3.04499e-05 | val_loss: 3.01271e-05 | Time: 16830.3 ms [2020-11-11 23:34:26 main:574] : INFO : Epoch 95 | loss: 2.97235e-05 | val_loss: 3.02396e-05 | Time: 16816.6 ms [2020-11-11 23:34:43 main:574] : INFO : Epoch 96 | loss: 2.95337e-05 | val_loss: 2.95234e-05 | Time: 16868.9 ms [2020-11-11 23:34:59 main:574] : INFO : Epoch 97 | loss: 2.90504e-05 | val_loss: 2.96674e-05 | Time: 16742.5 ms [2020-11-11 23:35:16 main:574] : INFO : Epoch 98 | loss: 2.88e-05 | val_loss: 2.89481e-05 | Time: 16776.6 ms [2020-11-11 23:35:33 main:574] : INFO : Epoch 99 | loss: 2.85469e-05 | val_loss: 2.84555e-05 | Time: 16883.4 ms [2020-11-11 23:35:50 main:574] : INFO : Epoch 100 | loss: 2.78325e-05 | val_loss: 2.80075e-05 | Time: 16894.4 ms [2020-11-11 23:36:07 main:574] : INFO : Epoch 101 | loss: 2.75616e-05 | val_loss: 2.84048e-05 | Time: 16780.7 ms [2020-11-11 23:36:24 main:574] : INFO : Epoch 102 | loss: 2.72839e-05 | val_loss: 2.73662e-05 | Time: 16836.4 ms [2020-11-11 23:36:41 main:574] : INFO : Epoch 103 | loss: 2.69103e-05 | val_loss: 2.70155e-05 | Time: 16835.4 ms [2020-11-11 23:36:57 main:574] : INFO : Epoch 104 | loss: 2.65989e-05 | val_loss: 2.64774e-05 | Time: 16850.1 ms [2020-11-11 23:37:14 main:574] : INFO : Epoch 105 | loss: 2.62495e-05 | val_loss: 2.6524e-05 | Time: 16844.4 ms [2020-11-11 23:37:31 main:574] : INFO : Epoch 106 | loss: 2.58188e-05 | val_loss: 2.59263e-05 | Time: 16841.7 ms [2020-11-11 23:37:48 main:574] : INFO : Epoch 107 | loss: 2.55605e-05 | val_loss: 2.58951e-05 | Time: 16807 ms [2020-11-11 23:38:05 main:574] : INFO : Epoch 108 | loss: 2.52036e-05 | val_loss: 2.54279e-05 | Time: 16784.7 ms [2020-11-11 23:38:22 main:574] : INFO : Epoch 109 | loss: 2.51612e-05 | val_loss: 2.55746e-05 | Time: 16905.8 ms [2020-11-11 23:38:39 main:574] : INFO : Epoch 110 | loss: 2.46226e-05 | val_loss: 2.48254e-05 | Time: 16753.1 ms [2020-11-11 23:38:55 main:574] : INFO : Epoch 111 | loss: 2.44392e-05 | val_loss: 2.47289e-05 | Time: 16679.2 ms [2020-11-11 23:39:12 main:574] : INFO : Epoch 112 | loss: 2.4099e-05 | val_loss: 2.43584e-05 | Time: 16728.5 ms [2020-11-11 23:39:29 main:574] : INFO : Epoch 113 | loss: 2.3855e-05 | val_loss: 2.40221e-05 | Time: 16884.1 ms [2020-11-11 23:39:46 main:574] : INFO : Epoch 114 | loss: 2.34992e-05 | val_loss: 2.37063e-05 | Time: 16874.2 ms [2020-11-11 23:40:03 main:574] : INFO : Epoch 115 | loss: 2.3476e-05 | val_loss: 2.31256e-05 | Time: 16790 ms [2020-11-11 23:40:20 main:574] : INFO : Epoch 116 | loss: 2.31462e-05 | val_loss: 2.29671e-05 | Time: 16826.3 ms [2020-11-11 23:40:36 main:574] : INFO : Epoch 117 | loss: 2.28853e-05 | val_loss: 2.31012e-05 | Time: 16875.7 ms [2020-11-11 23:40:53 main:574] : INFO : Epoch 118 | loss: 2.25985e-05 | val_loss: 2.30492e-05 | Time: 16857.1 ms [2020-11-11 23:41:10 main:574] : INFO : Epoch 119 | loss: 2.2595e-05 | val_loss: 2.2544e-05 | Time: 16780.7 ms [2020-11-11 23:41:27 main:574] : INFO : Epoch 120 | loss: 2.21481e-05 | val_loss: 2.20572e-05 | Time: 16757.1 ms [2020-11-11 23:41:44 main:574] : INFO : Epoch 121 | loss: 2.19632e-05 | val_loss: 2.18381e-05 | Time: 16787.9 ms [2020-11-11 23:42:01 main:574] : INFO : Epoch 122 | loss: 2.16659e-05 | val_loss: 2.18599e-05 | Time: 16790.4 ms [2020-11-11 23:42:17 main:574] : INFO : Epoch 123 | loss: 2.13518e-05 | val_loss: 2.18587e-05 | Time: 16776.7 ms [2020-11-11 23:42:34 main:574] : INFO : Epoch 124 | loss: 2.12886e-05 | val_loss: 2.12119e-05 | Time: 16690.6 ms [2020-11-11 23:42:51 main:574] : INFO : Epoch 125 | loss: 2.11379e-05 | val_loss: 2.15615e-05 | Time: 16609.9 ms [2020-11-11 23:43:07 main:574] : INFO : Epoch 126 | loss: 2.08811e-05 | val_loss: 2.09368e-05 | Time: 16785.4 ms [2020-11-11 23:43:24 main:574] : INFO : Epoch 127 | loss: 2.08526e-05 | val_loss: 2.11121e-05 | Time: 16861.2 ms [2020-11-11 23:43:41 main:574] : INFO : Epoch 128 | loss: 2.05282e-05 | val_loss: 2.04334e-05 | Time: 16672.6 ms [2020-11-11 23:43:58 main:574] : INFO : Epoch 129 | loss: 2.03133e-05 | val_loss: 2.05499e-05 | Time: 16793.6 ms [2020-11-11 23:44:15 main:574] : INFO : Epoch 130 | loss: 2.01671e-05 | val_loss: 2.04316e-05 | Time: 16806.9 ms [2020-11-11 23:44:32 main:574] : INFO : Epoch 131 | loss: 1.99523e-05 | val_loss: 2.01863e-05 | Time: 16886.4 ms [2020-11-11 23:44:49 main:574] : INFO : Epoch 132 | loss: 1.98185e-05 | val_loss: 2.09136e-05 | Time: 16870.1 ms [2020-11-11 23:45:06 main:574] : INFO : Epoch 133 | loss: 1.95811e-05 | val_loss: 1.99568e-05 | Time: 16886.3 ms [2020-11-11 23:45:22 main:574] : INFO : Epoch 134 | loss: 1.94927e-05 | val_loss: 1.97835e-05 | Time: 16952.6 ms [2020-11-11 23:45:39 main:574] : INFO : Epoch 135 | loss: 1.91208e-05 | val_loss: 1.98732e-05 | Time: 16779.7 ms [2020-11-11 23:45:56 main:574] : INFO : Epoch 136 | loss: 1.90475e-05 | val_loss: 1.93802e-05 | Time: 16863.9 ms [2020-11-11 23:46:13 main:574] : INFO : Epoch 137 | loss: 1.87965e-05 | val_loss: 1.95701e-05 | Time: 16852 ms [2020-11-11 23:46:30 main:574] : INFO : Epoch 138 | loss: 1.87315e-05 | val_loss: 1.89064e-05 | Time: 16745.5 ms [2020-11-11 23:46:47 main:574] : INFO : Epoch 139 | loss: 1.85844e-05 | val_loss: 1.85877e-05 | Time: 16713.3 ms [2020-11-11 23:47:03 main:574] : INFO : Epoch 140 | loss: 1.844e-05 | val_loss: 1.85161e-05 | Time: 16809.8 ms [2020-11-11 23:47:20 main:574] : INFO : Epoch 141 | loss: 1.82754e-05 | val_loss: 1.82672e-05 | Time: 16800.4 ms [2020-11-11 23:47:37 main:574] : INFO : Epoch 142 | loss: 1.80672e-05 | val_loss: 1.88634e-05 | Time: 16771.3 ms [2020-11-11 23:47:54 main:574] : INFO : Epoch 143 | loss: 1.79365e-05 | val_loss: 1.8199e-05 | Time: 16741 ms [2020-11-11 23:48:11 main:574] : INFO : Epoch 144 | loss: 1.77868e-05 | val_loss: 1.79932e-05 | Time: 16820.5 ms [2020-11-11 23:48:28 main:574] : INFO : Epoch 145 | loss: 1.76295e-05 | val_loss: 1.75689e-05 | Time: 16831.6 ms [2020-11-11 23:48:44 main:574] : INFO : Epoch 146 | loss: 1.75725e-05 | val_loss: 1.79378e-05 | Time: 16770.5 ms [2020-11-11 23:49:01 main:574] : INFO : Epoch 147 | loss: 1.77095e-05 | val_loss: 1.79696e-05 | Time: 16817.8 ms [2020-11-11 23:49:18 main:574] : INFO : Epoch 148 | loss: 1.72457e-05 | val_loss: 1.76989e-05 | Time: 16771.5 ms [2020-11-11 23:49:35 main:574] : INFO : Epoch 149 | loss: 1.69796e-05 | val_loss: 1.69926e-05 | Time: 16785.1 ms [2020-11-11 23:49:52 main:574] : INFO : Epoch 150 | loss: 1.70329e-05 | val_loss: 1.72444e-05 | Time: 16832.5 ms [2020-11-11 23:50:08 main:574] : INFO : Epoch 151 | loss: 1.67355e-05 | val_loss: 1.74087e-05 | Time: 16707.1 ms [2020-11-11 23:50:25 main:574] : INFO : Epoch 152 | loss: 1.67771e-05 | val_loss: 1.72309e-05 | Time: 16639.8 ms [2020-11-11 23:50:42 main:574] : INFO : Epoch 153 | loss: 1.65091e-05 | val_loss: 1.67167e-05 | Time: 16851.1 ms [2020-11-11 23:50:59 main:574] : INFO : Epoch 154 | loss: 1.66235e-05 | val_loss: 1.73723e-05 | Time: 16867.4 ms [2020-11-11 23:51:16 main:574] : INFO : Epoch 155 | loss: 1.63807e-05 | val_loss: 1.64333e-05 | Time: 16797 ms [2020-11-11 23:51:32 main:574] : INFO : Epoch 156 | loss: 1.6235e-05 | val_loss: 1.62487e-05 | Time: 16785.5 ms [2020-11-11 23:51:49 main:574] : INFO : Epoch 157 | loss: 1.60916e-05 | val_loss: 1.62715e-05 | Time: 16806.7 ms [2020-11-11 23:52:06 main:574] : INFO : Epoch 158 | loss: 1.58458e-05 | val_loss: 1.60718e-05 | Time: 16876.5 ms [2020-11-11 23:52:23 main:574] : INFO : Epoch 159 | loss: 1.5992e-05 | val_loss: 1.6688e-05 | Time: 16866.8 ms [2020-11-11 23:52:40 main:574] : INFO : Epoch 160 | loss: 1.59011e-05 | val_loss: 1.63972e-05 | Time: 16889.4 ms [2020-11-11 23:52:57 main:574] : INFO : Epoch 161 | loss: 1.56736e-05 | val_loss: 1.58491e-05 | Time: 16878.1 ms [2020-11-11 23:53:14 main:574] : INFO : Epoch 162 | loss: 1.5483e-05 | val_loss: 1.53369e-05 | Time: 16809.1 ms [2020-11-11 23:53:31 main:574] : INFO : Epoch 163 | loss: 1.53425e-05 | val_loss: 1.53229e-05 | Time: 16799.5 ms [2020-11-11 23:53:47 main:574] : INFO : Epoch 164 | loss: 1.53048e-05 | val_loss: 1.5457e-05 | Time: 16824.6 ms [2020-11-11 23:54:04 main:574] : INFO : Epoch 165 | loss: 1.52188e-05 | val_loss: 1.55377e-05 | Time: 16629.7 ms [2020-11-11 23:54:21 main:574] : INFO : Epoch 166 | loss: 1.5126e-05 | val_loss: 1.54743e-05 | Time: 16760.2 ms [2020-11-11 23:54:38 main:574] : INFO : Epoch 167 | loss: 1.50836e-05 | val_loss: 1.50213e-05 | Time: 16819.9 ms [2020-11-11 23:54:55 main:574] : INFO : Epoch 168 | loss: 1.48428e-05 | val_loss: 1.48156e-05 | Time: 16858.1 ms [2020-11-11 23:55:11 main:574] : INFO : Epoch 169 | loss: 1.50605e-05 | val_loss: 1.54962e-05 | Time: 16802.9 ms [2020-11-11 23:55:28 main:574] : INFO : Epoch 170 | loss: 1.46692e-05 | val_loss: 1.4742e-05 | Time: 16758.5 ms [2020-11-11 23:55:45 main:574] : INFO : Epoch 171 | loss: 1.46505e-05 | val_loss: 1.45325e-05 | Time: 16821.2 ms [2020-11-11 23:56:02 main:574] : INFO : Epoch 172 | loss: 1.44528e-05 | val_loss: 1.47919e-05 | Time: 16874 ms [2020-11-11 23:56:19 main:574] : INFO : Epoch 173 | loss: 1.46275e-05 | val_loss: 1.46325e-05 | Time: 16928.9 ms [2020-11-11 23:56:36 main:574] : INFO : Epoch 174 | loss: 1.4299e-05 | val_loss: 1.42745e-05 | Time: 16930 ms [2020-11-11 23:56:53 main:574] : INFO : Epoch 175 | loss: 1.42261e-05 | val_loss: 1.44713e-05 | Time: 16899.9 ms [2020-11-11 23:57:10 main:574] : INFO : Epoch 176 | loss: 1.41473e-05 | val_loss: 1.43198e-05 | Time: 16807.2 ms [2020-11-11 23:57:27 main:574] : INFO : Epoch 177 | loss: 1.40407e-05 | val_loss: 1.47861e-05 | Time: 16782.7 ms [2020-11-11 23:57:43 main:574] : INFO : Epoch 178 | loss: 1.42259e-05 | val_loss: 1.40372e-05 | Time: 16724.5 ms [2020-11-11 23:58:00 main:574] : INFO : Epoch 179 | loss: 1.39716e-05 | val_loss: 1.40646e-05 | Time: 16537.6 ms [2020-11-11 23:58:17 main:574] : INFO : Epoch 180 | loss: 1.37014e-05 | val_loss: 1.38683e-05 | Time: 16748.7 ms [2020-11-11 23:58:34 main:574] : INFO : Epoch 181 | loss: 1.38785e-05 | val_loss: 1.43161e-05 | Time: 16881.7 ms [2020-11-11 23:58:50 main:574] : INFO : Epoch 182 | loss: 1.37041e-05 | val_loss: 1.36976e-05 | Time: 16761.6 ms [2020-11-11 23:59:07 main:574] : INFO : Epoch 183 | loss: 1.36252e-05 | val_loss: 1.39063e-05 | Time: 16689 ms [2020-11-11 23:59:24 main:574] : INFO : Epoch 184 | loss: 1.33609e-05 | val_loss: 1.4361e-05 | Time: 16931.7 ms [2020-11-11 23:59:41 main:574] : INFO : Epoch 185 | loss: 1.34005e-05 | val_loss: 1.40886e-05 | Time: 16813.6 ms [2020-11-11 23:59:58 main:574] : INFO : Epoch 186 | loss: 1.34683e-05 | val_loss: 1.34347e-05 | Time: 16848.8 ms [2020-11-12 00:00:15 main:574] : INFO : Epoch 187 | loss: 1.33334e-05 | val_loss: 1.30767e-05 | Time: 16839.7 ms [2020-11-12 00:00:32 main:574] : INFO : Epoch 188 | loss: 1.32009e-05 | val_loss: 1.36789e-05 | Time: 17001.2 ms [2020-11-12 00:00:48 main:574] : INFO : Epoch 189 | loss: 1.31635e-05 | val_loss: 1.3437e-05 | Time: 16795.3 ms [2020-11-12 00:01:05 main:574] : INFO : Epoch 190 | loss: 1.32176e-05 | val_loss: 1.38019e-05 | Time: 16767.1 ms [2020-11-12 00:01:22 main:574] : INFO : Epoch 191 | loss: 1.29669e-05 | val_loss: 1.38e-05 | Time: 16763.1 ms [2020-11-12 00:01:39 main:574] : INFO : Epoch 192 | loss: 1.29223e-05 | val_loss: 1.33795e-05 | Time: 16776.7 ms [2020-11-12 00:01:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 1.33795e-05 [2020-11-12 00:01:39 main:603] : INFO : Saving end state to config to file [2020-11-12 00:01:39 main:608] : INFO : Success, exiting.. 00:01:39 (1628): 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)