Task 2937430
| Name | rand_automata_0090-1605423939-7351-0_1 |
| Workunit | 1324493 |
| Created | 15 Nov 2020, 7:05:41 UTC |
| Sent | 17 Nov 2020, 10:38:11 UTC |
| Report deadline | 25 Nov 2020, 10:38:11 UTC |
| Received | 19 Nov 2020, 10:17:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3097 |
| Run time | 19 min 10 sec |
| CPU time | 18 min 16 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,641.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) 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>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-19 04:58:14 main:435] : INFO : Set logging level to 1 [2020-11-19 04:58:14 main:441] : INFO : Running in BOINC Client mode [2020-11-19 04:58:14 main:444] : INFO : Resolving all filenames [2020-11-19 04:58:14 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0090-train-val-dataset.hdf5 (exists = 1) [2020-11-19 04:58:14 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0090-1605423939-7351-0_1_r1403124432_1 (exists = 0) [2020-11-19 04:58:14 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0090-1605423939-7351-0_1_r1403124432_0 (exists = 0) [2020-11-19 04:58:14 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-19 04:58:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-19 04:58:14 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0090-train-val-dataset.hdf5 [2020-11-19 04:58:14 main:474] : INFO : Configuration: [2020-11-19 04:58:14 main:475] : INFO : Model type: LSTM [2020-11-19 04:58:14 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-19 04:58:14 main:477] : INFO : Max Epochs: 192 [2020-11-19 04:58:14 main:478] : INFO : Batch Size: 32 [2020-11-19 04:58:14 main:479] : INFO : Learning Rate: 0.001 [2020-11-19 04:58:15 main:480] : INFO : Patience: 10 [2020-11-19 04:58:15 main:481] : INFO : Hidden Width: 64 [2020-11-19 04:58:15 main:482] : INFO : # Recurrent Layers: 4 [2020-11-19 04:58:15 main:483] : INFO : # Backend Layers: 2 [2020-11-19 04:58:15 main:484] : INFO : # Threads: 1 [2020-11-19 04:58:15 main:486] : INFO : Preparing Dataset [2020-11-19 04:58:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0090-train-val-dataset.hdf5 into memory [2020-11-19 04:58:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0090-train-val-dataset.hdf5 into memory [2020-11-19 04:58:18 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-19 04:58:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0090-train-val-dataset.hdf5 into memory [2020-11-19 04:58:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0090-train-val-dataset.hdf5 into memory [2020-11-19 04:58:18 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-19 04:58:18 main:494] : INFO : Creating Model [2020-11-19 04:58:18 main:507] : INFO : Preparing config file [2020-11-19 04:58:18 main:519] : INFO : Creating new config file [2020-11-19 04:58:20 main:559] : INFO : Loading DataLoader into Memory [2020-11-19 04:58:33 main:562] : INFO : Starting Training [2020-11-19 04:58:39 main:574] : INFO : Epoch 1 | loss: 0.0663243 | val_loss: 0.0657096 | Time: 6341.14 ms [2020-11-19 04:58:45 main:574] : INFO : Epoch 2 | loss: 0.0656833 | val_loss: 0.065194 | Time: 5766.88 ms [2020-11-19 04:58:51 main:574] : INFO : Epoch 3 | loss: 0.064217 | val_loss: 0.0628494 | Time: 5815.99 ms [2020-11-19 04:58:57 main:574] : INFO : Epoch 4 | loss: 0.0616762 | val_loss: 0.0602611 | Time: 5854.45 ms [2020-11-19 04:59:03 main:574] : INFO : Epoch 5 | loss: 0.0591367 | val_loss: 0.0580812 | Time: 6124.86 ms [2020-11-19 04:59:10 main:574] : INFO : Epoch 6 | loss: 0.0571786 | val_loss: 0.0560965 | Time: 5834.61 ms [2020-11-19 04:59:16 main:574] : INFO : Epoch 7 | loss: 0.0554811 | val_loss: 0.0546483 | Time: 5773.86 ms [2020-11-19 04:59:22 main:574] : INFO : Epoch 8 | loss: 0.0541719 | val_loss: 0.0534547 | Time: 5749.06 ms [2020-11-19 04:59:28 main:574] : INFO : Epoch 9 | loss: 0.0530191 | val_loss: 0.0523054 | Time: 5872.09 ms [2020-11-19 04:59:34 main:574] : INFO : Epoch 10 | loss: 0.0519181 | val_loss: 0.0512307 | Time: 5771.02 ms [2020-11-19 04:59:39 main:574] : INFO : Epoch 11 | loss: 0.0508587 | val_loss: 0.0503411 | Time: 5692.95 ms [2020-11-19 04:59:45 main:574] : INFO : Epoch 12 | loss: 0.049713 | val_loss: 0.049145 | Time: 5780.98 ms [2020-11-19 04:59:51 main:574] : INFO : Epoch 13 | loss: 0.0485495 | val_loss: 0.0479816 | Time: 5779.7 ms [2020-11-19 04:59:57 main:574] : INFO : Epoch 14 | loss: 0.0472406 | val_loss: 0.0466866 | Time: 5696.79 ms [2020-11-19 05:00:03 main:574] : INFO : Epoch 15 | loss: 0.0457764 | val_loss: 0.0451488 | Time: 5876.49 ms [2020-11-19 05:00:09 main:574] : INFO : Epoch 16 | loss: 0.0442064 | val_loss: 0.0435239 | Time: 5887.03 ms [2020-11-19 05:00:15 main:574] : INFO : Epoch 17 | loss: 0.0422744 | val_loss: 0.0415066 | Time: 5828.41 ms [2020-11-19 05:00:21 main:574] : INFO : Epoch 18 | loss: 0.0402986 | val_loss: 0.0396175 | Time: 6075 ms [2020-11-19 05:00:27 main:574] : INFO : Epoch 19 | loss: 0.0377525 | val_loss: 0.0368196 | Time: 5888.16 ms [2020-11-19 05:00:33 main:574] : INFO : Epoch 20 | loss: 0.0346221 | val_loss: 0.0344881 | Time: 5733.23 ms [2020-11-19 05:00:39 main:574] : INFO : Epoch 21 | loss: 0.0316173 | val_loss: 0.0306066 | Time: 5894.09 ms [2020-11-19 05:00:45 main:574] : INFO : Epoch 22 | loss: 0.0280713 | val_loss: 0.0275391 | Time: 5692.98 ms [2020-11-19 05:00:51 main:574] : INFO : Epoch 23 | loss: 0.0250594 | val_loss: 0.0238878 | Time: 5671.7 ms [2020-11-19 05:00:57 main:574] : INFO : Epoch 24 | loss: 0.0250621 | val_loss: 0.0216922 | Time: 5670.67 ms [2020-11-19 05:01:02 main:574] : INFO : Epoch 25 | loss: 0.0219393 | val_loss: 0.0378126 | Time: 5393.75 ms [2020-11-19 05:01:08 main:574] : INFO : Epoch 26 | loss: 0.026998 | val_loss: 0.0500317 | Time: 5376.11 ms [2020-11-19 05:01:13 main:574] : INFO : Epoch 27 | loss: 0.0289068 | val_loss: 0.0210873 | Time: 5518.95 ms [2020-11-19 05:01:19 main:574] : INFO : Epoch 28 | loss: 0.0192361 | val_loss: 0.0176686 | Time: 5296.35 ms [2020-11-19 05:01:24 main:574] : INFO : Epoch 29 | loss: 0.0210022 | val_loss: 0.0217506 | Time: 5670.54 ms [2020-11-19 05:01:30 main:574] : INFO : Epoch 30 | loss: 0.0150594 | val_loss: 0.0142372 | Time: 5619.42 ms [2020-11-19 05:01:36 main:574] : INFO : Epoch 31 | loss: 0.0113368 | val_loss: 0.0108257 | Time: 5546.68 ms [2020-11-19 05:01:41 main:574] : INFO : Epoch 32 | loss: 0.0108351 | val_loss: 0.0116999 | Time: 5376.4 ms [2020-11-19 05:01:47 main:574] : INFO : Epoch 33 | loss: 0.00959567 | val_loss: 0.00939792 | Time: 5514.88 ms [2020-11-19 05:01:53 main:574] : INFO : Epoch 34 | loss: 0.00885226 | val_loss: 0.00905534 | Time: 5665.13 ms [2020-11-19 05:01:59 main:574] : INFO : Epoch 35 | loss: 0.0086302 | val_loss: 0.00881886 | Time: 5776.09 ms [2020-11-19 05:02:05 main:574] : INFO : Epoch 36 | loss: 0.00803423 | val_loss: 0.0084807 | Time: 5762.41 ms [2020-11-19 05:02:11 main:574] : INFO : Epoch 37 | loss: 0.00773125 | val_loss: 0.0077467 | Time: 5864.53 ms [2020-11-19 05:02:17 main:574] : INFO : Epoch 38 | loss: 0.00752342 | val_loss: 0.00745146 | Time: 5928.4 ms [2020-11-19 05:02:23 main:574] : INFO : Epoch 39 | loss: 0.00701678 | val_loss: 0.00713844 | Time: 5798.84 ms [2020-11-19 05:02:29 main:574] : INFO : Epoch 40 | loss: 0.00673893 | val_loss: 0.00685171 | Time: 5853 ms [2020-11-19 05:02:34 main:574] : INFO : Epoch 41 | loss: 0.00649114 | val_loss: 0.00658878 | Time: 5632.63 ms [2020-11-19 05:02:40 main:574] : INFO : Epoch 42 | loss: 0.00624833 | val_loss: 0.0063615 | Time: 5656.76 ms [2020-11-19 05:02:46 main:574] : INFO : Epoch 43 | loss: 0.00601661 | val_loss: 0.00606611 | Time: 5671.28 ms [2020-11-19 05:02:51 main:574] : INFO : Epoch 44 | loss: 0.00580025 | val_loss: 0.00583497 | Time: 5642.8 ms [2020-11-19 05:02:57 main:574] : INFO : Epoch 45 | loss: 0.00558258 | val_loss: 0.00561048 | Time: 5552.94 ms [2020-11-19 05:03:03 main:574] : INFO : Epoch 46 | loss: 0.0053737 | val_loss: 0.00539819 | Time: 5662.91 ms [2020-11-19 05:03:09 main:574] : INFO : Epoch 47 | loss: 0.00517378 | val_loss: 0.00519932 | Time: 5710.43 ms [2020-11-19 05:03:14 main:574] : INFO : Epoch 48 | loss: 0.00497504 | val_loss: 0.00499834 | Time: 5626.38 ms [2020-11-19 05:03:20 main:574] : INFO : Epoch 49 | loss: 0.00478303 | val_loss: 0.00479426 | Time: 5655.6 ms [2020-11-19 05:03:26 main:574] : INFO : Epoch 50 | loss: 0.00459744 | val_loss: 0.00459601 | Time: 5677.88 ms [2020-11-19 05:03:32 main:574] : INFO : Epoch 51 | loss: 0.0044156 | val_loss: 0.00439249 | Time: 5769.9 ms [2020-11-19 05:03:37 main:574] : INFO : Epoch 52 | loss: 0.00423861 | val_loss: 0.00422001 | Time: 5667.08 ms [2020-11-19 05:03:43 main:574] : INFO : Epoch 53 | loss: 0.00406753 | val_loss: 0.00403927 | Time: 5636.59 ms [2020-11-19 05:03:49 main:574] : INFO : Epoch 54 | loss: 0.00389978 | val_loss: 0.00387158 | Time: 5595.48 ms [2020-11-19 05:03:54 main:574] : INFO : Epoch 55 | loss: 0.00373773 | val_loss: 0.00370847 | Time: 5638.64 ms [2020-11-19 05:04:00 main:574] : INFO : Epoch 56 | loss: 0.00358172 | val_loss: 0.00355027 | Time: 5524.29 ms [2020-11-19 05:04:06 main:574] : INFO : Epoch 57 | loss: 0.00342784 | val_loss: 0.00339455 | Time: 5620.86 ms [2020-11-19 05:04:11 main:574] : INFO : Epoch 58 | loss: 0.00327997 | val_loss: 0.00324506 | Time: 5669.29 ms [2020-11-19 05:04:17 main:574] : INFO : Epoch 59 | loss: 0.00313614 | val_loss: 0.00310481 | Time: 5645.49 ms [2020-11-19 05:04:23 main:574] : INFO : Epoch 60 | loss: 0.00299832 | val_loss: 0.0029627 | Time: 5636.55 ms [2020-11-19 05:04:29 main:574] : INFO : Epoch 61 | loss: 0.00286432 | val_loss: 0.00283167 | Time: 5678.23 ms [2020-11-19 05:04:35 main:574] : INFO : Epoch 62 | loss: 0.00273608 | val_loss: 0.00269862 | Time: 5892.99 ms [2020-11-19 05:04:40 main:574] : INFO : Epoch 63 | loss: 0.00261107 | val_loss: 0.00257515 | Time: 5858.42 ms [2020-11-19 05:04:46 main:574] : INFO : Epoch 64 | loss: 0.0024907 | val_loss: 0.00245534 | Time: 5893.12 ms [2020-11-19 05:04:52 main:574] : INFO : Epoch 65 | loss: 0.00237557 | val_loss: 0.00234176 | Time: 5867.63 ms [2020-11-19 05:04:58 main:574] : INFO : Epoch 66 | loss: 0.00226489 | val_loss: 0.00223002 | Time: 5858.24 ms [2020-11-19 05:05:04 main:574] : INFO : Epoch 67 | loss: 0.00215721 | val_loss: 0.0021287 | Time: 5894.91 ms [2020-11-19 05:05:10 main:574] : INFO : Epoch 68 | loss: 0.00205388 | val_loss: 0.00202425 | Time: 5931.19 ms [2020-11-19 05:05:16 main:574] : INFO : Epoch 69 | loss: 0.00195558 | val_loss: 0.00192635 | Time: 5900.2 ms [2020-11-19 05:05:22 main:574] : INFO : Epoch 70 | loss: 0.00186317 | val_loss: 0.00183585 | Time: 5657.29 ms [2020-11-19 05:05:27 main:574] : INFO : Epoch 71 | loss: 0.00177255 | val_loss: 0.00174501 | Time: 5497.88 ms [2020-11-19 05:05:33 main:574] : INFO : Epoch 72 | loss: 0.00168634 | val_loss: 0.00166122 | Time: 5673.61 ms [2020-11-19 05:05:39 main:574] : INFO : Epoch 73 | loss: 0.00160411 | val_loss: 0.00158093 | Time: 5642.92 ms [2020-11-19 05:05:45 main:574] : INFO : Epoch 74 | loss: 0.0015263 | val_loss: 0.00150232 | Time: 5828.1 ms [2020-11-19 05:05:51 main:574] : INFO : Epoch 75 | loss: 0.00145006 | val_loss: 0.00142808 | Time: 5851.46 ms [2020-11-19 05:05:57 main:574] : INFO : Epoch 76 | loss: 0.00137915 | val_loss: 0.00135905 | Time: 5866.14 ms [2020-11-19 05:06:03 main:574] : INFO : Epoch 77 | loss: 0.00131071 | val_loss: 0.00129023 | Time: 5874.11 ms [2020-11-19 05:06:08 main:574] : INFO : Epoch 78 | loss: 0.00124559 | val_loss: 0.00122995 | Time: 5624 ms [2020-11-19 05:06:14 main:574] : INFO : Epoch 79 | loss: 0.00118488 | val_loss: 0.00116768 | Time: 5693.14 ms [2020-11-19 05:06:20 main:574] : INFO : Epoch 80 | loss: 0.00112549 | val_loss: 0.00110864 | Time: 5627.16 ms [2020-11-19 05:06:25 main:574] : INFO : Epoch 81 | loss: 0.00106935 | val_loss: 0.00105578 | Time: 5638.88 ms [2020-11-19 05:06:31 main:574] : INFO : Epoch 82 | loss: 0.0010168 | val_loss: 0.0010002 | Time: 5683.59 ms [2020-11-19 05:06:37 main:574] : INFO : Epoch 83 | loss: 0.000966948 | val_loss: 0.000953013 | Time: 5742.81 ms [2020-11-19 05:06:43 main:574] : INFO : Epoch 84 | loss: 0.000919251 | val_loss: 0.000906461 | Time: 5706.91 ms [2020-11-19 05:06:49 main:574] : INFO : Epoch 85 | loss: 0.000873166 | val_loss: 0.000860365 | Time: 5696.63 ms [2020-11-19 05:06:54 main:574] : INFO : Epoch 86 | loss: 0.000830402 | val_loss: 0.000821368 | Time: 5687.19 ms [2020-11-19 05:07:00 main:574] : INFO : Epoch 87 | loss: 0.00079037 | val_loss: 0.00077981 | Time: 5710.97 ms [2020-11-19 05:07:06 main:574] : INFO : Epoch 88 | loss: 0.000751129 | val_loss: 0.000741008 | Time: 5692.57 ms [2020-11-19 05:07:12 main:574] : INFO : Epoch 89 | loss: 0.000714119 | val_loss: 0.000704491 | Time: 5659.26 ms [2020-11-19 05:07:17 main:574] : INFO : Epoch 90 | loss: 0.000680219 | val_loss: 0.000673788 | Time: 5724.95 ms [2020-11-19 05:07:23 main:574] : INFO : Epoch 91 | loss: 0.000646662 | val_loss: 0.000637903 | Time: 5667.35 ms [2020-11-19 05:07:29 main:574] : INFO : Epoch 92 | loss: 0.000615733 | val_loss: 0.000605898 | Time: 5665.46 ms [2020-11-19 05:07:35 main:574] : INFO : Epoch 93 | loss: 0.000585544 | val_loss: 0.000578892 | Time: 5656.42 ms [2020-11-19 05:07:40 main:574] : INFO : Epoch 94 | loss: 0.000557139 | val_loss: 0.000549514 | Time: 5658.74 ms [2020-11-19 05:07:46 main:574] : INFO : Epoch 95 | loss: 0.000530907 | val_loss: 0.00052259 | Time: 5642.81 ms [2020-11-19 05:07:52 main:574] : INFO : Epoch 96 | loss: 0.000506105 | val_loss: 0.00050039 | Time: 5695.1 ms [2020-11-19 05:07:57 main:574] : INFO : Epoch 97 | loss: 0.000481733 | val_loss: 0.000474771 | Time: 5650.16 ms [2020-11-19 05:08:03 main:574] : INFO : Epoch 98 | loss: 0.000459466 | val_loss: 0.000455167 | Time: 5623.1 ms [2020-11-19 05:08:09 main:574] : INFO : Epoch 99 | loss: 0.000437684 | val_loss: 0.000432914 | Time: 5715.02 ms [2020-11-19 05:08:15 main:574] : INFO : Epoch 100 | loss: 0.000416911 | val_loss: 0.000414159 | Time: 5738.05 ms [2020-11-19 05:08:20 main:574] : INFO : Epoch 101 | loss: 0.000398696 | val_loss: 0.00039352 | Time: 5615.95 ms [2020-11-19 05:08:26 main:574] : INFO : Epoch 102 | loss: 0.000381322 | val_loss: 0.000379563 | Time: 5677.71 ms [2020-11-19 05:08:32 main:574] : INFO : Epoch 103 | loss: 0.000363847 | val_loss: 0.00035909 | Time: 5628.13 ms [2020-11-19 05:08:38 main:574] : INFO : Epoch 104 | loss: 0.000347738 | val_loss: 0.000345651 | Time: 5682.34 ms [2020-11-19 05:08:43 main:574] : INFO : Epoch 105 | loss: 0.000332325 | val_loss: 0.000331832 | Time: 5646.68 ms [2020-11-19 05:08:49 main:574] : INFO : Epoch 106 | loss: 0.000318781 | val_loss: 0.000316962 | Time: 5651.76 ms [2020-11-19 05:08:55 main:574] : INFO : Epoch 107 | loss: 0.000304904 | val_loss: 0.000301827 | Time: 5629.42 ms [2020-11-19 05:09:00 main:574] : INFO : Epoch 108 | loss: 0.000292512 | val_loss: 0.000290095 | Time: 5659.59 ms [2020-11-19 05:09:06 main:574] : INFO : Epoch 109 | loss: 0.000280443 | val_loss: 0.000280276 | Time: 5658.13 ms [2020-11-19 05:09:12 main:574] : INFO : Epoch 110 | loss: 0.000270058 | val_loss: 0.000267608 | Time: 5620.61 ms [2020-11-19 05:09:18 main:574] : INFO : Epoch 111 | loss: 0.000258843 | val_loss: 0.000257692 | Time: 5666.21 ms [2020-11-19 05:09:23 main:574] : INFO : Epoch 112 | loss: 0.000249638 | val_loss: 0.000248179 | Time: 5819.57 ms [2020-11-19 05:09:29 main:574] : INFO : Epoch 113 | loss: 0.000240129 | val_loss: 0.000238684 | Time: 5684.19 ms [2020-11-19 05:09:35 main:574] : INFO : Epoch 114 | loss: 0.000232007 | val_loss: 0.000230256 | Time: 5647.44 ms [2020-11-19 05:09:41 main:574] : INFO : Epoch 115 | loss: 0.000222534 | val_loss: 0.000223072 | Time: 5650.36 ms [2020-11-19 05:09:46 main:574] : INFO : Epoch 116 | loss: 0.000214155 | val_loss: 0.000213896 | Time: 5658.76 ms [2020-11-19 05:09:52 main:574] : INFO : Epoch 117 | loss: 0.000206605 | val_loss: 0.000204682 | Time: 5618.22 ms [2020-11-19 05:09:58 main:574] : INFO : Epoch 118 | loss: 0.000199648 | val_loss: 0.000199492 | Time: 5695.59 ms [2020-11-19 05:10:03 main:574] : INFO : Epoch 119 | loss: 0.000193189 | val_loss: 0.000194792 | Time: 5655.58 ms [2020-11-19 05:10:09 main:574] : INFO : Epoch 120 | loss: 0.000186401 | val_loss: 0.000185287 | Time: 5640.9 ms [2020-11-19 05:10:15 main:574] : INFO : Epoch 121 | loss: 0.000180777 | val_loss: 0.000180424 | Time: 5658.16 ms [2020-11-19 05:10:21 main:574] : INFO : Epoch 122 | loss: 0.000174942 | val_loss: 0.000172806 | Time: 5662.35 ms [2020-11-19 05:10:26 main:574] : INFO : Epoch 123 | loss: 0.000168847 | val_loss: 0.000168665 | Time: 5685.84 ms [2020-11-19 05:10:32 main:574] : INFO : Epoch 124 | loss: 0.000163639 | val_loss: 0.000164797 | Time: 5640.67 ms [2020-11-19 05:10:38 main:574] : INFO : Epoch 125 | loss: 0.000158511 | val_loss: 0.000158174 | Time: 5631.16 ms [2020-11-19 05:10:43 main:574] : INFO : Epoch 126 | loss: 0.000154039 | val_loss: 0.000155067 | Time: 5621.1 ms [2020-11-19 05:10:49 main:574] : INFO : Epoch 127 | loss: 0.000149087 | val_loss: 0.000147958 | Time: 5618.59 ms [2020-11-19 05:10:55 main:574] : INFO : Epoch 128 | loss: 0.000145001 | val_loss: 0.000145091 | Time: 5641.34 ms [2020-11-19 05:11:01 main:574] : INFO : Epoch 129 | loss: 0.000140883 | val_loss: 0.000142587 | Time: 5633.35 ms [2020-11-19 05:11:06 main:574] : INFO : Epoch 130 | loss: 0.000136823 | val_loss: 0.000136232 | Time: 5620.24 ms [2020-11-19 05:11:12 main:574] : INFO : Epoch 131 | loss: 0.00013406 | val_loss: 0.000133409 | Time: 5641.18 ms [2020-11-19 05:11:18 main:574] : INFO : Epoch 132 | loss: 0.000129668 | val_loss: 0.000129928 | Time: 5632.17 ms [2020-11-19 05:11:23 main:574] : INFO : Epoch 133 | loss: 0.000126335 | val_loss: 0.000124965 | Time: 5617.36 ms [2020-11-19 05:11:29 main:574] : INFO : Epoch 134 | loss: 0.000122763 | val_loss: 0.000122987 | Time: 5640.36 ms [2020-11-19 05:11:35 main:574] : INFO : Epoch 135 | loss: 0.000119845 | val_loss: 0.000118224 | Time: 5638.14 ms [2020-11-19 05:11:40 main:574] : INFO : Epoch 136 | loss: 0.000116637 | val_loss: 0.000116881 | Time: 5644.24 ms [2020-11-19 05:11:46 main:574] : INFO : Epoch 137 | loss: 0.000113975 | val_loss: 0.000114981 | Time: 5646.13 ms [2020-11-19 05:11:52 main:574] : INFO : Epoch 138 | loss: 0.000111413 | val_loss: 0.000111427 | Time: 5695.6 ms [2020-11-19 05:11:58 main:574] : INFO : Epoch 139 | loss: 0.000108428 | val_loss: 0.00010984 | Time: 5649.04 ms [2020-11-19 05:12:03 main:574] : INFO : Epoch 140 | loss: 0.000105871 | val_loss: 0.000106102 | Time: 5676.5 ms [2020-11-19 05:12:09 main:574] : INFO : Epoch 141 | loss: 0.000103408 | val_loss: 0.0001047 | Time: 5722.89 ms [2020-11-19 05:12:15 main:574] : INFO : Epoch 142 | loss: 0.000101216 | val_loss: 0.00010198 | Time: 5694.77 ms [2020-11-19 05:12:21 main:574] : INFO : Epoch 143 | loss: 9.90711e-05 | val_loss: 9.87022e-05 | Time: 5655.68 ms [2020-11-19 05:12:26 main:574] : INFO : Epoch 144 | loss: 9.66783e-05 | val_loss: 9.77796e-05 | Time: 5644.48 ms [2020-11-19 05:12:32 main:574] : INFO : Epoch 145 | loss: 9.50537e-05 | val_loss: 9.34745e-05 | Time: 5616.81 ms [2020-11-19 05:12:38 main:574] : INFO : Epoch 146 | loss: 9.25853e-05 | val_loss: 9.33095e-05 | Time: 5631.34 ms [2020-11-19 05:12:43 main:574] : INFO : Epoch 147 | loss: 9.0719e-05 | val_loss: 9.15864e-05 | Time: 5622.25 ms [2020-11-19 05:12:49 main:574] : INFO : Epoch 148 | loss: 8.91716e-05 | val_loss: 8.98605e-05 | Time: 5612.98 ms [2020-11-19 05:12:55 main:574] : INFO : Epoch 149 | loss: 8.72287e-05 | val_loss: 8.78171e-05 | Time: 5624.63 ms [2020-11-19 05:13:01 main:574] : INFO : Epoch 150 | loss: 8.54465e-05 | val_loss: 8.6261e-05 | Time: 5601.14 ms [2020-11-19 05:13:06 main:574] : INFO : Epoch 151 | loss: 8.35939e-05 | val_loss: 8.40373e-05 | Time: 5661.17 ms [2020-11-19 05:13:12 main:574] : INFO : Epoch 152 | loss: 8.29228e-05 | val_loss: 8.20236e-05 | Time: 5563.04 ms [2020-11-19 05:13:18 main:574] : INFO : Epoch 153 | loss: 8.00758e-05 | val_loss: 8.07193e-05 | Time: 5544.71 ms [2020-11-19 05:13:23 main:574] : INFO : Epoch 154 | loss: 7.92745e-05 | val_loss: 8.11625e-05 | Time: 5707.85 ms [2020-11-19 05:13:29 main:574] : INFO : Epoch 155 | loss: 7.77895e-05 | val_loss: 8.28693e-05 | Time: 5680.03 ms [2020-11-19 05:13:35 main:574] : INFO : Epoch 156 | loss: 7.61589e-05 | val_loss: 7.67647e-05 | Time: 5886.89 ms [2020-11-19 05:13:41 main:574] : INFO : Epoch 157 | loss: 7.49663e-05 | val_loss: 7.61116e-05 | Time: 5727.6 ms [2020-11-19 05:13:46 main:574] : INFO : Epoch 158 | loss: 7.37689e-05 | val_loss: 7.34345e-05 | Time: 5635.19 ms [2020-11-19 05:13:52 main:574] : INFO : Epoch 159 | loss: 7.18008e-05 | val_loss: 7.48778e-05 | Time: 5636.54 ms [2020-11-19 05:13:58 main:574] : INFO : Epoch 160 | loss: 7.17254e-05 | val_loss: 7.32617e-05 | Time: 5629.76 ms [2020-11-19 05:14:04 main:574] : INFO : Epoch 161 | loss: 7.00642e-05 | val_loss: 7.14884e-05 | Time: 5632.81 ms [2020-11-19 05:14:09 main:574] : INFO : Epoch 162 | loss: 6.85274e-05 | val_loss: 6.86278e-05 | Time: 5662.9 ms [2020-11-19 05:14:15 main:574] : INFO : Epoch 163 | loss: 6.74221e-05 | val_loss: 6.81539e-05 | Time: 5686.74 ms [2020-11-19 05:14:21 main:574] : INFO : Epoch 164 | loss: 6.6376e-05 | val_loss: 6.74744e-05 | Time: 5730.39 ms [2020-11-19 05:14:27 main:574] : INFO : Epoch 165 | loss: 6.52262e-05 | val_loss: 6.59201e-05 | Time: 5630.46 ms [2020-11-19 05:14:32 main:574] : INFO : Epoch 166 | loss: 6.42534e-05 | val_loss: 6.66409e-05 | Time: 5615.66 ms [2020-11-19 05:14:38 main:574] : INFO : Epoch 167 | loss: 6.31716e-05 | val_loss: 6.59307e-05 | Time: 5621.5 ms [2020-11-19 05:14:44 main:574] : INFO : Epoch 168 | loss: 6.25147e-05 | val_loss: 6.32144e-05 | Time: 5612.22 ms [2020-11-19 05:14:49 main:574] : INFO : Epoch 169 | loss: 6.25687e-05 | val_loss: 6.22103e-05 | Time: 5616.17 ms [2020-11-19 05:14:55 main:574] : INFO : Epoch 170 | loss: 6.03934e-05 | val_loss: 6.15427e-05 | Time: 5630.61 ms [2020-11-19 05:15:01 main:574] : INFO : Epoch 171 | loss: 5.98572e-05 | val_loss: 6.22698e-05 | Time: 5621.9 ms [2020-11-19 05:15:06 main:574] : INFO : Epoch 172 | loss: 5.91128e-05 | val_loss: 5.89412e-05 | Time: 5612.92 ms [2020-11-19 05:15:12 main:574] : INFO : Epoch 173 | loss: 5.79437e-05 | val_loss: 5.85751e-05 | Time: 5614.2 ms [2020-11-19 05:15:18 main:574] : INFO : Epoch 174 | loss: 5.7361e-05 | val_loss: 5.70169e-05 | Time: 5625.75 ms [2020-11-19 05:15:23 main:574] : INFO : Epoch 175 | loss: 5.59036e-05 | val_loss: 5.65211e-05 | Time: 5609.59 ms [2020-11-19 05:15:29 main:574] : INFO : Epoch 176 | loss: 5.58504e-05 | val_loss: 5.72734e-05 | Time: 5670.48 ms [2020-11-19 05:15:35 main:574] : INFO : Epoch 177 | loss: 5.4625e-05 | val_loss: 5.49682e-05 | Time: 5650.14 ms [2020-11-19 05:15:41 main:574] : INFO : Epoch 178 | loss: 5.39238e-05 | val_loss: 5.5555e-05 | Time: 5638.89 ms [2020-11-19 05:15:46 main:574] : INFO : Epoch 179 | loss: 5.3108e-05 | val_loss: 5.43497e-05 | Time: 5642.39 ms [2020-11-19 05:15:52 main:574] : INFO : Epoch 180 | loss: 5.30078e-05 | val_loss: 5.25781e-05 | Time: 5641.9 ms [2020-11-19 05:15:58 main:574] : INFO : Epoch 181 | loss: 5.21011e-05 | val_loss: 5.24941e-05 | Time: 5638.98 ms [2020-11-19 05:16:03 main:574] : INFO : Epoch 182 | loss: 5.13159e-05 | val_loss: 5.19786e-05 | Time: 5613.03 ms [2020-11-19 05:16:09 main:574] : INFO : Epoch 183 | loss: 5.07347e-05 | val_loss: 5.15876e-05 | Time: 5635.83 ms [2020-11-19 05:16:15 main:574] : INFO : Epoch 184 | loss: 5.00591e-05 | val_loss: 5.06033e-05 | Time: 5643.33 ms [2020-11-19 05:16:21 main:574] : INFO : Epoch 185 | loss: 4.92758e-05 | val_loss: 4.90316e-05 | Time: 5775.08 ms [2020-11-19 05:16:27 main:574] : INFO : Epoch 186 | loss: 4.88473e-05 | val_loss: 4.85209e-05 | Time: 5875.74 ms [2020-11-19 05:16:33 main:574] : INFO : Epoch 187 | loss: 4.79182e-05 | val_loss: 4.92485e-05 | Time: 5856.16 ms [2020-11-19 05:16:38 main:574] : INFO : Epoch 188 | loss: 4.80747e-05 | val_loss: 4.78102e-05 | Time: 5863.34 ms [2020-11-19 05:16:44 main:574] : INFO : Epoch 189 | loss: 4.70641e-05 | val_loss: 4.84251e-05 | Time: 5721.76 ms [2020-11-19 05:16:50 main:574] : INFO : Epoch 190 | loss: 4.69749e-05 | val_loss: 4.75297e-05 | Time: 5628.67 ms [2020-11-19 05:16:56 main:574] : INFO : Epoch 191 | loss: 4.54936e-05 | val_loss: 4.5568e-05 | Time: 5646.93 ms [2020-11-19 05:17:01 main:574] : INFO : Epoch 192 | loss: 4.53463e-05 | val_loss: 4.75686e-05 | Time: 5638.21 ms [2020-11-19 05:17:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.75686e-05 [2020-11-19 05:17:01 main:603] : INFO : Saving end state to config to file [2020-11-19 05:17:02 main:608] : INFO : Success, exiting.. 05:17:02 (3868): 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)