Task 2796261
| Name | rand_automata_0095-1604947564-24400-0_1 |
| Workunit | 1259517 |
| Created | 9 Nov 2020, 19:13:18 UTC |
| Sent | 9 Nov 2020, 19:43:12 UTC |
| Report deadline | 10 Nov 2020, 18:13:12 UTC |
| Received | 9 Nov 2020, 22:31:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 20 min 14 sec |
| CPU time | 19 min 34 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,475.23 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 | 1.53 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-09 23:11:09 main:435] : INFO : Set logging level to 1 [2020-11-09 23:11:09 main:441] : INFO : Running in BOINC Client mode [2020-11-09 23:11:09 main:444] : INFO : Resolving all filenames [2020-11-09 23:11:09 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0095-train-val-dataset.hdf5 (exists = 1) [2020-11-09 23:11:09 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0095-1604947564-24400-0_1_r1139634362_1 (exists = 0) [2020-11-09 23:11:09 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0095-1604947564-24400-0_1_r1139634362_0 (exists = 0) [2020-11-09 23:11:09 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-09 23:11:09 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-09 23:11:09 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0095-train-val-dataset.hdf5 [2020-11-09 23:11:09 main:474] : INFO : Configuration: [2020-11-09 23:11:09 main:475] : INFO : Model type: LSTM [2020-11-09 23:11:09 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-09 23:11:09 main:477] : INFO : Max Epochs: 192 [2020-11-09 23:11:09 main:478] : INFO : Batch Size: 32 [2020-11-09 23:11:09 main:479] : INFO : Learning Rate: 0.001 [2020-11-09 23:11:09 main:480] : INFO : Patience: 10 [2020-11-09 23:11:09 main:481] : INFO : Hidden Width: 64 [2020-11-09 23:11:09 main:482] : INFO : # Recurrent Layers: 4 [2020-11-09 23:11:09 main:483] : INFO : # Backend Layers: 2 [2020-11-09 23:11:09 main:484] : INFO : # Threads: 1 [2020-11-09 23:11:10 main:486] : INFO : Preparing Dataset [2020-11-09 23:11:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0095-train-val-dataset.hdf5 into memory [2020-11-09 23:11:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0095-train-val-dataset.hdf5 into memory [2020-11-09 23:11:12 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-09 23:11:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0095-train-val-dataset.hdf5 into memory [2020-11-09 23:11:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0095-train-val-dataset.hdf5 into memory [2020-11-09 23:11:12 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-09 23:11:12 main:494] : INFO : Creating Model [2020-11-09 23:11:12 main:507] : INFO : Preparing config file [2020-11-09 23:11:13 main:519] : INFO : Creating new config file [2020-11-09 23:11:14 main:559] : INFO : Loading DataLoader into Memory [2020-11-09 23:11:14 main:562] : INFO : Starting Training [2020-11-09 23:11:21 main:574] : INFO : Epoch 1 | loss: 0.0663507 | val_loss: 0.0660436 | Time: 6892.46 ms [2020-11-09 23:11:27 main:574] : INFO : Epoch 2 | loss: 0.0654403 | val_loss: 0.0642267 | Time: 6098.09 ms [2020-11-09 23:11:33 main:574] : INFO : Epoch 3 | loss: 0.0626254 | val_loss: 0.0612139 | Time: 6012.36 ms [2020-11-09 23:11:39 main:574] : INFO : Epoch 4 | loss: 0.060043 | val_loss: 0.0588284 | Time: 6144.84 ms [2020-11-09 23:11:46 main:574] : INFO : Epoch 5 | loss: 0.0579244 | val_loss: 0.0570872 | Time: 6344.89 ms [2020-11-09 23:11:52 main:574] : INFO : Epoch 6 | loss: 0.0564637 | val_loss: 0.0559861 | Time: 5976.86 ms [2020-11-09 23:11:58 main:574] : INFO : Epoch 7 | loss: 0.0553312 | val_loss: 0.054822 | Time: 6220.58 ms [2020-11-09 23:12:04 main:574] : INFO : Epoch 8 | loss: 0.0542922 | val_loss: 0.0537834 | Time: 6097.22 ms [2020-11-09 23:12:10 main:574] : INFO : Epoch 9 | loss: 0.0532426 | val_loss: 0.05265 | Time: 6193.25 ms [2020-11-09 23:12:16 main:574] : INFO : Epoch 10 | loss: 0.0520777 | val_loss: 0.051601 | Time: 6020.78 ms [2020-11-09 23:12:23 main:574] : INFO : Epoch 11 | loss: 0.0508707 | val_loss: 0.0504494 | Time: 6221.73 ms [2020-11-09 23:12:29 main:574] : INFO : Epoch 12 | loss: 0.0494646 | val_loss: 0.0490832 | Time: 6084.46 ms [2020-11-09 23:12:35 main:574] : INFO : Epoch 13 | loss: 0.0479897 | val_loss: 0.0473257 | Time: 6178.01 ms [2020-11-09 23:12:41 main:574] : INFO : Epoch 14 | loss: 0.0463812 | val_loss: 0.0455934 | Time: 6168.33 ms [2020-11-09 23:12:47 main:574] : INFO : Epoch 15 | loss: 0.0445226 | val_loss: 0.0438605 | Time: 6067.81 ms [2020-11-09 23:12:54 main:574] : INFO : Epoch 16 | loss: 0.0422359 | val_loss: 0.0416001 | Time: 6226.54 ms [2020-11-09 23:13:00 main:574] : INFO : Epoch 17 | loss: 0.0397288 | val_loss: 0.0390894 | Time: 6114.31 ms [2020-11-09 23:13:06 main:574] : INFO : Epoch 18 | loss: 0.0368576 | val_loss: 0.0364336 | Time: 6338.24 ms [2020-11-09 23:13:12 main:574] : INFO : Epoch 19 | loss: 0.0342424 | val_loss: 0.0336195 | Time: 6020.47 ms [2020-11-09 23:13:18 main:574] : INFO : Epoch 20 | loss: 0.0311588 | val_loss: 0.0314972 | Time: 6112.81 ms [2020-11-09 23:13:25 main:574] : INFO : Epoch 21 | loss: 0.0286504 | val_loss: 0.0284098 | Time: 6258.23 ms [2020-11-09 23:13:31 main:574] : INFO : Epoch 22 | loss: 0.026539 | val_loss: 0.0242869 | Time: 6091.35 ms [2020-11-09 23:13:37 main:574] : INFO : Epoch 23 | loss: 0.0240611 | val_loss: 0.025227 | Time: 6395.81 ms [2020-11-09 23:13:43 main:574] : INFO : Epoch 24 | loss: 0.0268396 | val_loss: 0.0263037 | Time: 6093.41 ms [2020-11-09 23:13:49 main:574] : INFO : Epoch 25 | loss: 0.0209888 | val_loss: 0.0201417 | Time: 6045.55 ms [2020-11-09 23:13:56 main:574] : INFO : Epoch 26 | loss: 0.0257068 | val_loss: 0.0451707 | Time: 6286.26 ms [2020-11-09 23:14:02 main:574] : INFO : Epoch 27 | loss: 0.0292981 | val_loss: 0.0644506 | Time: 6235.54 ms [2020-11-09 23:14:08 main:574] : INFO : Epoch 28 | loss: 0.0602362 | val_loss: 0.0587062 | Time: 6079.83 ms [2020-11-09 23:14:14 main:574] : INFO : Epoch 29 | loss: 0.0575721 | val_loss: 0.0561899 | Time: 6061.64 ms [2020-11-09 23:14:20 main:574] : INFO : Epoch 30 | loss: 0.0540869 | val_loss: 0.0509418 | Time: 6107.57 ms [2020-11-09 23:14:27 main:574] : INFO : Epoch 31 | loss: 0.0429854 | val_loss: 0.0322635 | Time: 6159.3 ms [2020-11-09 23:14:33 main:574] : INFO : Epoch 32 | loss: 0.0239104 | val_loss: 0.0213024 | Time: 6109.75 ms [2020-11-09 23:14:39 main:574] : INFO : Epoch 33 | loss: 0.0207859 | val_loss: 0.0157445 | Time: 6165.38 ms [2020-11-09 23:14:45 main:574] : INFO : Epoch 34 | loss: 0.0187836 | val_loss: 0.0297519 | Time: 6102.76 ms [2020-11-09 23:14:51 main:574] : INFO : Epoch 35 | loss: 0.0211803 | val_loss: 0.0171459 | Time: 6115.06 ms [2020-11-09 23:14:58 main:574] : INFO : Epoch 36 | loss: 0.0133733 | val_loss: 0.0125927 | Time: 6263.71 ms [2020-11-09 23:15:04 main:574] : INFO : Epoch 37 | loss: 0.0117267 | val_loss: 0.0153454 | Time: 6208.97 ms [2020-11-09 23:15:10 main:574] : INFO : Epoch 38 | loss: 0.0117957 | val_loss: 0.0113429 | Time: 6175.14 ms [2020-11-09 23:15:16 main:574] : INFO : Epoch 39 | loss: 0.0117922 | val_loss: 0.0267743 | Time: 5921.48 ms [2020-11-09 23:15:22 main:574] : INFO : Epoch 40 | loss: 0.0175254 | val_loss: 0.0128164 | Time: 6287.44 ms [2020-11-09 23:15:29 main:574] : INFO : Epoch 41 | loss: 0.0103184 | val_loss: 0.0102638 | Time: 6038.81 ms [2020-11-09 23:15:35 main:574] : INFO : Epoch 42 | loss: 0.00924758 | val_loss: 0.00940318 | Time: 6115.47 ms [2020-11-09 23:15:41 main:574] : INFO : Epoch 43 | loss: 0.00873079 | val_loss: 0.00897696 | Time: 6016.18 ms [2020-11-09 23:15:47 main:574] : INFO : Epoch 44 | loss: 0.00921568 | val_loss: 0.00907724 | Time: 6332.06 ms [2020-11-09 23:15:54 main:574] : INFO : Epoch 45 | loss: 0.00849814 | val_loss: 0.00873743 | Time: 6378.29 ms [2020-11-09 23:16:00 main:574] : INFO : Epoch 46 | loss: 0.00801584 | val_loss: 0.00816651 | Time: 6287.36 ms [2020-11-09 23:16:06 main:574] : INFO : Epoch 47 | loss: 0.0076674 | val_loss: 0.00784422 | Time: 6104.18 ms [2020-11-09 23:16:12 main:574] : INFO : Epoch 48 | loss: 0.00742697 | val_loss: 0.00761041 | Time: 6144.99 ms [2020-11-09 23:16:18 main:574] : INFO : Epoch 49 | loss: 0.00721961 | val_loss: 0.00737915 | Time: 6137.63 ms [2020-11-09 23:16:24 main:574] : INFO : Epoch 50 | loss: 0.00701588 | val_loss: 0.00717239 | Time: 6011.86 ms [2020-11-09 23:16:31 main:574] : INFO : Epoch 51 | loss: 0.00682425 | val_loss: 0.00691176 | Time: 6401.27 ms [2020-11-09 23:16:37 main:574] : INFO : Epoch 52 | loss: 0.00665954 | val_loss: 0.00675622 | Time: 5928.17 ms [2020-11-09 23:16:43 main:574] : INFO : Epoch 53 | loss: 0.0064629 | val_loss: 0.00652701 | Time: 6565.89 ms [2020-11-09 23:16:50 main:574] : INFO : Epoch 54 | loss: 0.00627614 | val_loss: 0.0063569 | Time: 6510.3 ms [2020-11-09 23:16:56 main:574] : INFO : Epoch 55 | loss: 0.00751862 | val_loss: 0.00865861 | Time: 6069.78 ms [2020-11-09 23:17:02 main:574] : INFO : Epoch 56 | loss: 0.00653724 | val_loss: 0.00615918 | Time: 6172.39 ms [2020-11-09 23:17:09 main:574] : INFO : Epoch 57 | loss: 0.00590383 | val_loss: 0.005853 | Time: 6210.13 ms [2020-11-09 23:17:15 main:574] : INFO : Epoch 58 | loss: 0.00563833 | val_loss: 0.00566751 | Time: 6052.01 ms [2020-11-09 23:17:21 main:574] : INFO : Epoch 59 | loss: 0.00545496 | val_loss: 0.00549257 | Time: 6213.5 ms [2020-11-09 23:17:27 main:574] : INFO : Epoch 60 | loss: 0.00528802 | val_loss: 0.00532297 | Time: 6038.74 ms [2020-11-09 23:17:33 main:574] : INFO : Epoch 61 | loss: 0.00512689 | val_loss: 0.00512853 | Time: 6312.14 ms [2020-11-09 23:17:40 main:574] : INFO : Epoch 62 | loss: 0.00497121 | val_loss: 0.00498332 | Time: 6057.87 ms [2020-11-09 23:17:46 main:574] : INFO : Epoch 63 | loss: 0.00481776 | val_loss: 0.00479838 | Time: 6211.26 ms [2020-11-09 23:17:52 main:574] : INFO : Epoch 64 | loss: 0.00466726 | val_loss: 0.00465137 | Time: 6142.16 ms [2020-11-09 23:17:58 main:574] : INFO : Epoch 65 | loss: 0.00451881 | val_loss: 0.00449747 | Time: 6099.4 ms [2020-11-09 23:18:04 main:574] : INFO : Epoch 66 | loss: 0.00437369 | val_loss: 0.00435144 | Time: 6035.04 ms [2020-11-09 23:18:10 main:574] : INFO : Epoch 67 | loss: 0.00423052 | val_loss: 0.00420554 | Time: 6075.37 ms [2020-11-09 23:18:16 main:574] : INFO : Epoch 68 | loss: 0.00408982 | val_loss: 0.004062 | Time: 6080.63 ms [2020-11-09 23:18:23 main:574] : INFO : Epoch 69 | loss: 0.00395359 | val_loss: 0.00392668 | Time: 6076.83 ms [2020-11-09 23:18:29 main:574] : INFO : Epoch 70 | loss: 0.00381756 | val_loss: 0.00378944 | Time: 6128.41 ms [2020-11-09 23:18:35 main:574] : INFO : Epoch 71 | loss: 0.00368622 | val_loss: 0.00365704 | Time: 6144.99 ms [2020-11-09 23:18:41 main:574] : INFO : Epoch 72 | loss: 0.00355737 | val_loss: 0.00353132 | Time: 6207.43 ms [2020-11-09 23:18:47 main:574] : INFO : Epoch 73 | loss: 0.00343223 | val_loss: 0.00340133 | Time: 5967.55 ms [2020-11-09 23:18:54 main:574] : INFO : Epoch 74 | loss: 0.00331004 | val_loss: 0.00328167 | Time: 6288.05 ms [2020-11-09 23:19:00 main:574] : INFO : Epoch 75 | loss: 0.00319157 | val_loss: 0.00316227 | Time: 6141.64 ms [2020-11-09 23:19:06 main:574] : INFO : Epoch 76 | loss: 0.00307626 | val_loss: 0.00304572 | Time: 6035.23 ms [2020-11-09 23:19:12 main:574] : INFO : Epoch 77 | loss: 0.00296371 | val_loss: 0.00293664 | Time: 6017.03 ms [2020-11-09 23:19:18 main:574] : INFO : Epoch 78 | loss: 0.00285408 | val_loss: 0.00282798 | Time: 6238.32 ms [2020-11-09 23:19:24 main:574] : INFO : Epoch 79 | loss: 0.00274878 | val_loss: 0.00271958 | Time: 6040.5 ms [2020-11-09 23:19:31 main:574] : INFO : Epoch 80 | loss: 0.00264582 | val_loss: 0.00262208 | Time: 6243.04 ms [2020-11-09 23:19:37 main:574] : INFO : Epoch 81 | loss: 0.00254574 | val_loss: 0.00252019 | Time: 6367.96 ms [2020-11-09 23:19:43 main:574] : INFO : Epoch 82 | loss: 0.00245001 | val_loss: 0.00242593 | Time: 6124.23 ms [2020-11-09 23:19:49 main:574] : INFO : Epoch 83 | loss: 0.00235548 | val_loss: 0.0023313 | Time: 6206.02 ms [2020-11-09 23:19:56 main:574] : INFO : Epoch 84 | loss: 0.0022651 | val_loss: 0.00223954 | Time: 6071.89 ms [2020-11-09 23:20:02 main:574] : INFO : Epoch 85 | loss: 0.00217619 | val_loss: 0.00215119 | Time: 5928.62 ms [2020-11-09 23:20:08 main:574] : INFO : Epoch 86 | loss: 0.00209045 | val_loss: 0.00206941 | Time: 6051.42 ms [2020-11-09 23:20:14 main:574] : INFO : Epoch 87 | loss: 0.0020083 | val_loss: 0.00198731 | Time: 6140.42 ms [2020-11-09 23:20:20 main:574] : INFO : Epoch 88 | loss: 0.00192861 | val_loss: 0.00190724 | Time: 6342.95 ms [2020-11-09 23:20:26 main:574] : INFO : Epoch 89 | loss: 0.00185124 | val_loss: 0.00183 | Time: 6105.19 ms [2020-11-09 23:20:33 main:574] : INFO : Epoch 90 | loss: 0.00177586 | val_loss: 0.0017553 | Time: 6116.09 ms [2020-11-09 23:20:39 main:574] : INFO : Epoch 91 | loss: 0.00170322 | val_loss: 0.0016847 | Time: 6184.03 ms [2020-11-09 23:20:45 main:574] : INFO : Epoch 92 | loss: 0.00163391 | val_loss: 0.00161455 | Time: 6273.27 ms [2020-11-09 23:20:51 main:574] : INFO : Epoch 93 | loss: 0.00156646 | val_loss: 0.00155082 | Time: 6108.78 ms [2020-11-09 23:20:58 main:574] : INFO : Epoch 94 | loss: 0.00150276 | val_loss: 0.00148635 | Time: 6348.65 ms [2020-11-09 23:21:04 main:574] : INFO : Epoch 95 | loss: 0.00144026 | val_loss: 0.00142511 | Time: 6049.85 ms [2020-11-09 23:21:10 main:574] : INFO : Epoch 96 | loss: 0.00138013 | val_loss: 0.00136519 | Time: 5986.15 ms [2020-11-09 23:21:16 main:574] : INFO : Epoch 97 | loss: 0.00132222 | val_loss: 0.00130895 | Time: 6031.55 ms [2020-11-09 23:21:22 main:574] : INFO : Epoch 98 | loss: 0.0012675 | val_loss: 0.00125611 | Time: 6133.73 ms [2020-11-09 23:21:28 main:574] : INFO : Epoch 99 | loss: 0.00121391 | val_loss: 0.0012016 | Time: 6117.96 ms [2020-11-09 23:21:34 main:574] : INFO : Epoch 100 | loss: 0.00116352 | val_loss: 0.00115308 | Time: 6157.15 ms [2020-11-09 23:21:41 main:574] : INFO : Epoch 101 | loss: 0.00111439 | val_loss: 0.00110417 | Time: 6404.89 ms [2020-11-09 23:21:47 main:574] : INFO : Epoch 102 | loss: 0.00106717 | val_loss: 0.00106045 | Time: 6089.01 ms [2020-11-09 23:21:53 main:574] : INFO : Epoch 103 | loss: 0.00102232 | val_loss: 0.00101201 | Time: 6137.16 ms [2020-11-09 23:21:59 main:574] : INFO : Epoch 104 | loss: 0.000980096 | val_loss: 0.000972595 | Time: 5977.64 ms [2020-11-09 23:22:06 main:574] : INFO : Epoch 105 | loss: 0.000939427 | val_loss: 0.000931464 | Time: 6421.29 ms [2020-11-09 23:22:12 main:574] : INFO : Epoch 106 | loss: 0.000899526 | val_loss: 0.000894994 | Time: 6137.2 ms [2020-11-09 23:22:18 main:574] : INFO : Epoch 107 | loss: 0.000862116 | val_loss: 0.000856745 | Time: 6269.32 ms [2020-11-09 23:22:25 main:574] : INFO : Epoch 108 | loss: 0.000826233 | val_loss: 0.000821138 | Time: 6269.88 ms [2020-11-09 23:22:31 main:574] : INFO : Epoch 109 | loss: 0.000792748 | val_loss: 0.000789494 | Time: 6177.18 ms [2020-11-09 23:22:37 main:574] : INFO : Epoch 110 | loss: 0.000759313 | val_loss: 0.000754407 | Time: 6294.86 ms [2020-11-09 23:22:43 main:574] : INFO : Epoch 111 | loss: 0.000728104 | val_loss: 0.000724741 | Time: 6182.83 ms [2020-11-09 23:22:50 main:574] : INFO : Epoch 112 | loss: 0.000698637 | val_loss: 0.000693936 | Time: 6254.11 ms [2020-11-09 23:22:56 main:574] : INFO : Epoch 113 | loss: 0.000670436 | val_loss: 0.00066732 | Time: 6108.18 ms [2020-11-09 23:23:02 main:574] : INFO : Epoch 114 | loss: 0.000643989 | val_loss: 0.00064097 | Time: 6316.79 ms [2020-11-09 23:23:08 main:574] : INFO : Epoch 115 | loss: 0.000618267 | val_loss: 0.000617097 | Time: 6203.87 ms [2020-11-09 23:23:15 main:574] : INFO : Epoch 116 | loss: 0.000594735 | val_loss: 0.000592442 | Time: 6265.87 ms [2020-11-09 23:23:21 main:574] : INFO : Epoch 117 | loss: 0.000571704 | val_loss: 0.000572151 | Time: 6159.09 ms [2020-11-09 23:23:27 main:574] : INFO : Epoch 118 | loss: 0.000549507 | val_loss: 0.000550731 | Time: 6170.68 ms [2020-11-09 23:23:33 main:574] : INFO : Epoch 119 | loss: 0.000528554 | val_loss: 0.000530807 | Time: 6091.51 ms [2020-11-09 23:23:40 main:574] : INFO : Epoch 120 | loss: 0.000509341 | val_loss: 0.000512634 | Time: 6253.85 ms [2020-11-09 23:23:46 main:574] : INFO : Epoch 121 | loss: 0.00049063 | val_loss: 0.000496049 | Time: 6133.99 ms [2020-11-09 23:23:52 main:574] : INFO : Epoch 122 | loss: 0.000473789 | val_loss: 0.000475754 | Time: 6160.66 ms [2020-11-09 23:23:58 main:574] : INFO : Epoch 123 | loss: 0.000455954 | val_loss: 0.000459241 | Time: 6153.56 ms [2020-11-09 23:24:04 main:574] : INFO : Epoch 124 | loss: 0.000440009 | val_loss: 0.000444917 | Time: 5937.87 ms [2020-11-09 23:24:10 main:574] : INFO : Epoch 125 | loss: 0.000424498 | val_loss: 0.00042764 | Time: 6321.77 ms [2020-11-09 23:24:17 main:574] : INFO : Epoch 126 | loss: 0.000409449 | val_loss: 0.000410275 | Time: 6065.16 ms [2020-11-09 23:24:23 main:574] : INFO : Epoch 127 | loss: 0.000395273 | val_loss: 0.000398047 | Time: 6251.75 ms [2020-11-09 23:24:29 main:574] : INFO : Epoch 128 | loss: 0.000382123 | val_loss: 0.000383415 | Time: 6032.41 ms [2020-11-09 23:24:35 main:574] : INFO : Epoch 129 | loss: 0.000369742 | val_loss: 0.000370524 | Time: 6067.76 ms [2020-11-09 23:24:41 main:574] : INFO : Epoch 130 | loss: 0.000357646 | val_loss: 0.000361048 | Time: 6123.96 ms [2020-11-09 23:24:47 main:574] : INFO : Epoch 131 | loss: 0.000346321 | val_loss: 0.000350061 | Time: 6182.5 ms [2020-11-09 23:24:54 main:574] : INFO : Epoch 132 | loss: 0.000336478 | val_loss: 0.000337832 | Time: 6011.27 ms [2020-11-09 23:25:00 main:574] : INFO : Epoch 133 | loss: 0.000325788 | val_loss: 0.000328093 | Time: 6127.24 ms [2020-11-09 23:25:06 main:574] : INFO : Epoch 134 | loss: 0.000315665 | val_loss: 0.000318178 | Time: 6087.62 ms [2020-11-09 23:25:12 main:574] : INFO : Epoch 135 | loss: 0.000306421 | val_loss: 0.000309383 | Time: 6046.15 ms [2020-11-09 23:25:18 main:574] : INFO : Epoch 136 | loss: 0.000297274 | val_loss: 0.000301221 | Time: 6093.17 ms [2020-11-09 23:25:24 main:574] : INFO : Epoch 137 | loss: 0.000287907 | val_loss: 0.000291662 | Time: 6212.36 ms [2020-11-09 23:25:31 main:574] : INFO : Epoch 138 | loss: 0.000280146 | val_loss: 0.000281268 | Time: 6171.89 ms [2020-11-09 23:25:37 main:574] : INFO : Epoch 139 | loss: 0.000272496 | val_loss: 0.000276372 | Time: 6205.42 ms [2020-11-09 23:25:43 main:574] : INFO : Epoch 140 | loss: 0.000265001 | val_loss: 0.000266315 | Time: 6259.57 ms [2020-11-09 23:25:50 main:574] : INFO : Epoch 141 | loss: 0.000257588 | val_loss: 0.00026057 | Time: 6346.27 ms [2020-11-09 23:25:56 main:574] : INFO : Epoch 142 | loss: 0.000251078 | val_loss: 0.00025386 | Time: 6161.9 ms [2020-11-09 23:26:02 main:574] : INFO : Epoch 143 | loss: 0.000244735 | val_loss: 0.000246078 | Time: 6191.58 ms [2020-11-09 23:26:08 main:574] : INFO : Epoch 144 | loss: 0.000238022 | val_loss: 0.000241855 | Time: 6279.07 ms [2020-11-09 23:26:14 main:574] : INFO : Epoch 145 | loss: 0.000232386 | val_loss: 0.000233589 | Time: 6074.62 ms [2020-11-09 23:26:21 main:574] : INFO : Epoch 146 | loss: 0.000226503 | val_loss: 0.000229978 | Time: 6281.45 ms [2020-11-09 23:26:27 main:574] : INFO : Epoch 147 | loss: 0.000220853 | val_loss: 0.000224682 | Time: 6061.03 ms [2020-11-09 23:26:33 main:574] : INFO : Epoch 148 | loss: 0.000215663 | val_loss: 0.000217981 | Time: 6144.79 ms [2020-11-09 23:26:39 main:574] : INFO : Epoch 149 | loss: 0.000210819 | val_loss: 0.000212855 | Time: 6200.03 ms [2020-11-09 23:26:46 main:574] : INFO : Epoch 150 | loss: 0.000205693 | val_loss: 0.000208429 | Time: 6205.46 ms [2020-11-09 23:26:52 main:574] : INFO : Epoch 151 | loss: 0.00020064 | val_loss: 0.000206345 | Time: 6193.21 ms [2020-11-09 23:26:58 main:574] : INFO : Epoch 152 | loss: 0.000196605 | val_loss: 0.000200451 | Time: 6077.8 ms [2020-11-09 23:27:04 main:574] : INFO : Epoch 153 | loss: 0.000192221 | val_loss: 0.000194763 | Time: 6135.39 ms [2020-11-09 23:27:10 main:574] : INFO : Epoch 154 | loss: 0.000188256 | val_loss: 0.000191559 | Time: 6241.01 ms [2020-11-09 23:27:16 main:574] : INFO : Epoch 155 | loss: 0.000184189 | val_loss: 0.000188013 | Time: 6073.74 ms [2020-11-09 23:27:23 main:574] : INFO : Epoch 156 | loss: 0.000179936 | val_loss: 0.000183586 | Time: 6200.06 ms [2020-11-09 23:27:29 main:574] : INFO : Epoch 157 | loss: 0.000176376 | val_loss: 0.000179741 | Time: 6258.51 ms [2020-11-09 23:27:35 main:574] : INFO : Epoch 158 | loss: 0.000172841 | val_loss: 0.000176467 | Time: 6014.24 ms [2020-11-09 23:27:41 main:574] : INFO : Epoch 159 | loss: 0.000169958 | val_loss: 0.000171369 | Time: 6254.97 ms [2020-11-09 23:27:48 main:574] : INFO : Epoch 160 | loss: 0.000165773 | val_loss: 0.000167689 | Time: 6152.4 ms [2020-11-09 23:27:54 main:574] : INFO : Epoch 161 | loss: 0.000162818 | val_loss: 0.000165838 | Time: 6015.38 ms [2020-11-09 23:28:00 main:574] : INFO : Epoch 162 | loss: 0.000159619 | val_loss: 0.000162505 | Time: 6273.69 ms [2020-11-09 23:28:06 main:574] : INFO : Epoch 163 | loss: 0.000156649 | val_loss: 0.000160593 | Time: 6321.03 ms [2020-11-09 23:28:12 main:574] : INFO : Epoch 164 | loss: 0.000154014 | val_loss: 0.000156216 | Time: 6015.97 ms [2020-11-09 23:28:19 main:574] : INFO : Epoch 165 | loss: 0.000151187 | val_loss: 0.000155495 | Time: 6356.9 ms [2020-11-09 23:28:25 main:574] : INFO : Epoch 166 | loss: 0.000148991 | val_loss: 0.000152064 | Time: 6226.87 ms [2020-11-09 23:28:31 main:574] : INFO : Epoch 167 | loss: 0.000145971 | val_loss: 0.000148722 | Time: 6099.76 ms [2020-11-09 23:28:38 main:574] : INFO : Epoch 168 | loss: 0.000143887 | val_loss: 0.000146708 | Time: 6269.05 ms [2020-11-09 23:28:44 main:574] : INFO : Epoch 169 | loss: 0.000140933 | val_loss: 0.000143572 | Time: 6236.94 ms [2020-11-09 23:28:50 main:574] : INFO : Epoch 170 | loss: 0.000138415 | val_loss: 0.000141831 | Time: 6207.2 ms [2020-11-09 23:28:56 main:574] : INFO : Epoch 171 | loss: 0.000136343 | val_loss: 0.000139564 | Time: 6103.93 ms [2020-11-09 23:29:02 main:574] : INFO : Epoch 172 | loss: 0.000134279 | val_loss: 0.000140212 | Time: 6185.77 ms [2020-11-09 23:29:09 main:574] : INFO : Epoch 173 | loss: 0.000132013 | val_loss: 0.000134084 | Time: 6350.47 ms [2020-11-09 23:29:15 main:574] : INFO : Epoch 174 | loss: 0.000129623 | val_loss: 0.000135418 | Time: 6123.55 ms [2020-11-09 23:29:21 main:574] : INFO : Epoch 175 | loss: 0.00012805 | val_loss: 0.000130342 | Time: 6236.48 ms [2020-11-09 23:29:27 main:574] : INFO : Epoch 176 | loss: 0.000125787 | val_loss: 0.000128129 | Time: 5977.39 ms [2020-11-09 23:29:34 main:574] : INFO : Epoch 177 | loss: 0.000124055 | val_loss: 0.000127662 | Time: 6252.8 ms [2020-11-09 23:29:40 main:574] : INFO : Epoch 178 | loss: 0.000122266 | val_loss: 0.000125126 | Time: 6265.44 ms [2020-11-09 23:29:46 main:574] : INFO : Epoch 179 | loss: 0.000120495 | val_loss: 0.000124 | Time: 6071.68 ms [2020-11-09 23:29:52 main:574] : INFO : Epoch 180 | loss: 0.00011859 | val_loss: 0.00012124 | Time: 6119.33 ms [2020-11-09 23:29:59 main:574] : INFO : Epoch 181 | loss: 0.000116875 | val_loss: 0.000119658 | Time: 6238.64 ms [2020-11-09 23:30:05 main:574] : INFO : Epoch 182 | loss: 0.000115358 | val_loss: 0.000119211 | Time: 6059.1 ms [2020-11-09 23:30:11 main:574] : INFO : Epoch 183 | loss: 0.000113611 | val_loss: 0.000116505 | Time: 6308.02 ms [2020-11-09 23:30:17 main:574] : INFO : Epoch 184 | loss: 0.000112026 | val_loss: 0.000115807 | Time: 6195.49 ms [2020-11-09 23:30:24 main:574] : INFO : Epoch 185 | loss: 0.000111077 | val_loss: 0.000113693 | Time: 6245.94 ms [2020-11-09 23:30:30 main:574] : INFO : Epoch 186 | loss: 0.000109038 | val_loss: 0.000110797 | Time: 6352 ms [2020-11-09 23:30:36 main:574] : INFO : Epoch 187 | loss: 0.000107423 | val_loss: 0.000110797 | Time: 6086.28 ms [2020-11-09 23:30:42 main:574] : INFO : Epoch 188 | loss: 0.000106483 | val_loss: 0.000108496 | Time: 6194.41 ms [2020-11-09 23:30:49 main:574] : INFO : Epoch 189 | loss: 0.000104644 | val_loss: 0.000106745 | Time: 6237.31 ms [2020-11-09 23:30:55 main:574] : INFO : Epoch 190 | loss: 0.000103585 | val_loss: 0.000106604 | Time: 6084.45 ms [2020-11-09 23:31:01 main:574] : INFO : Epoch 191 | loss: 0.000102002 | val_loss: 0.000104221 | Time: 6051.76 ms [2020-11-09 23:31:07 main:574] : INFO : Epoch 192 | loss: 0.00010069 | val_loss: 0.000103605 | Time: 6070.75 ms [2020-11-09 23:31:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000103605 [2020-11-09 23:31:07 main:603] : INFO : Saving end state to config to file [2020-11-09 23:31:07 main:608] : INFO : Success, exiting.. 23:31:07 (11196): 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)