Task 7611912
| Name | ParityModified-1631729897-4266-1_1 |
| Workunit | 5127475 |
| Created | 26 Sep 2021, 18:51:58 UTC |
| Sent | 26 Sep 2021, 19:10:23 UTC |
| Report deadline | 3 Oct 2021, 19:10:23 UTC |
| Received | 13 Nov 2021, 9:11:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10909 |
| Run time | 6 hours 15 min 10 sec |
| CPU time | 4 hours 20 min 31 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 4,378.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.34 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> e: 9253.51 ms [2021-11-08 20:58:53 main:574] : INFO : Epoch 1703 | loss: 0.0309832 | val_loss: 0.0310004 | Time: 19486.3 ms [2021-11-08 20:59:12 main:574] : INFO : Epoch 1704 | loss: 0.0309996 | val_loss: 0.0310005 | Time: 19048.8 ms [2021-11-08 20:59:21 main:574] : INFO : Epoch 1705 | loss: 0.0309774 | val_loss: 0.0309608 | Time: 9041.4 ms [2021-11-08 20:59:30 main:574] : INFO : Epoch 1706 | loss: 0.0309531 | val_loss: 0.0309573 | Time: 9175.88 ms [2021-11-08 20:59:39 main:574] : INFO : Epoch 1707 | loss: 0.0309929 | val_loss: 0.0310844 | Time: 9361.8 ms [2021-11-08 20:59:49 main:574] : INFO : Epoch 1708 | loss: 0.0310731 | val_loss: 0.0310661 | Time: 9124.93 ms [2021-11-08 20:59:58 main:574] : INFO : Epoch 1709 | loss: 0.031046 | val_loss: 0.0310388 | Time: 9557.86 ms [2021-11-08 21:00:18 main:574] : INFO : Epoch 1710 | loss: 0.0310297 | val_loss: 0.0310293 | Time: 19576.5 ms [2021-11-08 21:00:27 main:574] : INFO : Epoch 1711 | loss: 0.0310187 | val_loss: 0.0310241 | Time: 9235.64 ms [2021-11-08 21:00:36 main:574] : INFO : Epoch 1712 | loss: 0.0310063 | val_loss: 0.0310027 | Time: 9077.27 ms [2021-11-08 21:00:46 main:574] : INFO : Epoch 1713 | loss: 0.0309875 | val_loss: 0.0309894 | Time: 9440.74 ms [2021-11-08 21:00:56 main:574] : INFO : Epoch 1714 | loss: 0.0309734 | val_loss: 0.0309777 | Time: 9512.97 ms [2021-11-08 21:01:15 main:574] : INFO : Epoch 1715 | loss: 0.0310053 | val_loss: 0.0310177 | Time: 19494.5 ms [2021-11-08 21:01:35 main:574] : INFO : Epoch 1716 | loss: 0.0310034 | val_loss: 0.0309977 | Time: 19227.6 ms [2021-11-08 21:01:54 main:574] : INFO : Epoch 1717 | loss: 0.0309769 | val_loss: 0.0309799 | Time: 19217.1 ms [2021-11-08 21:02:13 main:574] : INFO : Epoch 1718 | loss: 0.0309659 | val_loss: 0.0309844 | Time: 19066.1 ms [2021-11-08 21:02:22 main:574] : INFO : Epoch 1719 | loss: 0.0309655 | val_loss: 0.0309756 | Time: 8997.91 ms [2021-11-08 21:02:31 main:574] : INFO : Epoch 1720 | loss: 0.0309657 | val_loss: 0.0309715 | Time: 8899.17 ms [2021-11-08 21:02:40 main:574] : INFO : Epoch 1721 | loss: 0.0309595 | val_loss: 0.0309622 | Time: 9275.6 ms [2021-11-08 21:02:49 main:574] : INFO : Epoch 1722 | loss: 0.0309791 | val_loss: 0.0309605 | Time: 8681.09 ms [2021-11-08 21:02:57 main:574] : INFO : Epoch 1723 | loss: 0.0309763 | val_loss: 0.0310221 | Time: 8377.4 ms [2021-11-08 21:03:06 main:574] : INFO : Epoch 1724 | loss: 0.0310084 | val_loss: 0.031008 | Time: 8384.08 ms [2021-11-08 21:03:15 main:574] : INFO : Epoch 1725 | loss: 0.030987 | val_loss: 0.0309822 | Time: 8668.28 ms [2021-11-08 21:03:23 main:574] : INFO : Epoch 1726 | loss: 0.0309762 | val_loss: 0.0309771 | Time: 8378.34 ms [2021-11-08 21:03:32 main:574] : INFO : Epoch 1727 | loss: 0.030965 | val_loss: 0.0309598 | Time: 8602.74 ms [2021-11-08 21:03:40 main:574] : INFO : Epoch 1728 | loss: 0.0309571 | val_loss: 0.0309545 | Time: 8352.8 ms [2021-11-08 21:03:49 main:574] : INFO : Epoch 1729 | loss: 0.0309703 | val_loss: 0.0309799 | Time: 8578.45 ms [2021-11-08 21:03:57 main:574] : INFO : Epoch 1730 | loss: 0.0309498 | val_loss: 0.0309558 | Time: 8550.08 ms [2021-11-08 21:04:06 main:574] : INFO : Epoch 1731 | loss: 0.0309612 | val_loss: 0.0309662 | Time: 8457.22 ms [2021-11-08 21:04:14 main:574] : INFO : Epoch 1732 | loss: 0.0309471 | val_loss: 0.0309447 | Time: 8431.16 ms [2021-11-08 21:04:23 main:574] : INFO : Epoch 1733 | loss: 0.0309391 | val_loss: 0.0309577 | Time: 8373.12 ms [2021-11-08 21:04:31 main:574] : INFO : Epoch 1734 | loss: 0.0309318 | val_loss: 0.0309692 | Time: 8330.48 ms [2021-11-08 21:04:40 main:574] : INFO : Epoch 1735 | loss: 0.0310171 | val_loss: 0.0310021 | Time: 8378.67 ms [2021-11-08 21:04:48 main:574] : INFO : Epoch 1736 | loss: 0.0309523 | val_loss: 0.0309536 | Time: 8364.85 ms [2021-11-08 21:04:56 main:574] : INFO : Epoch 1737 | loss: 0.0309406 | val_loss: 0.0309488 | Time: 8411.35 ms [2021-11-08 21:05:05 main:574] : INFO : Epoch 1738 | loss: 0.0309243 | val_loss: 0.0309359 | Time: 8437.35 ms [2021-11-08 21:05:14 main:574] : INFO : Epoch 1739 | loss: 0.0309186 | val_loss: 0.030929 | Time: 8526.18 ms [2021-11-08 21:05:22 main:574] : INFO : Epoch 1740 | loss: 0.0309147 | val_loss: 0.0309283 | Time: 8653.24 ms [2021-11-08 21:05:41 main:574] : INFO : Epoch 1741 | loss: 0.0309128 | val_loss: 0.0309283 | Time: 18709.4 ms [2021-11-08 21:05:49 main:574] : INFO : Epoch 1742 | loss: 0.0309069 | val_loss: 0.0309262 | Time: 7802.68 ms [2021-11-08 21:05:57 main:574] : INFO : Epoch 1743 | loss: 0.0309024 | val_loss: 0.0309192 | Time: 7775.61 ms [2021-11-08 21:06:05 main:574] : INFO : Epoch 1744 | loss: 0.0309019 | val_loss: 0.0309177 | Time: 7790.17 ms [2021-11-08 21:06:12 main:574] : INFO : Epoch 1745 | loss: 0.0308981 | val_loss: 0.0309226 | Time: 7763.43 ms [2021-11-08 21:06:20 main:574] : INFO : Epoch 1746 | loss: 0.0309301 | val_loss: 0.0309385 | Time: 7677.86 ms [2021-11-08 21:06:28 main:574] : INFO : Epoch 1747 | loss: 0.0309345 | val_loss: 0.0309525 | Time: 7821.89 ms [2021-11-08 21:06:36 main:574] : INFO : Epoch 1748 | loss: 0.0309298 | val_loss: 0.0309347 | Time: 8046.44 ms [2021-11-08 21:06:44 main:574] : INFO : Epoch 1749 | loss: 0.0309266 | val_loss: 0.0309281 | Time: 7543.69 ms [2021-11-08 21:06:52 main:574] : INFO : Epoch 1750 | loss: 0.0309184 | val_loss: 0.0309282 | Time: 7846.31 ms [2021-11-08 21:06:59 main:574] : INFO : Epoch 1751 | loss: 0.0309136 | val_loss: 0.0309291 | Time: 7669.06 ms [2021-11-08 21:07:07 main:574] : INFO : Epoch 1752 | loss: 0.0309243 | val_loss: 0.0309351 | Time: 7736.9 ms [2021-11-08 21:07:15 main:574] : INFO : Epoch 1753 | loss: 0.0309218 | val_loss: 0.0309304 | Time: 7992.99 ms [2021-11-08 21:07:23 main:574] : INFO : Epoch 1754 | loss: 0.0309135 | val_loss: 0.0309216 | Time: 7885.39 ms [2021-11-08 21:07:31 main:574] : INFO : Epoch 1755 | loss: 0.0309031 | val_loss: 0.0309112 | Time: 7782.3 ms [2021-11-08 21:07:39 main:574] : INFO : Epoch 1756 | loss: 0.0309301 | val_loss: 0.0309737 | Time: 7646.5 ms [2021-11-08 21:07:47 main:574] : INFO : Epoch 1757 | loss: 0.0310442 | val_loss: 0.0310523 | Time: 7968.45 ms [2021-11-08 21:07:55 main:574] : INFO : Epoch 1758 | loss: 0.0310413 | val_loss: 0.0310243 | Time: 7798.46 ms [2021-11-08 21:08:03 main:574] : INFO : Epoch 1759 | loss: 0.0310165 | val_loss: 0.0309992 | Time: 8443.43 ms [2021-11-08 21:08:11 main:574] : INFO : Epoch 1760 | loss: 0.0309976 | val_loss: 0.0309806 | Time: 7900.72 ms [2021-11-08 21:08:19 main:574] : INFO : Epoch 1761 | loss: 0.0309763 | val_loss: 0.0309687 | Time: 7768.6 ms [2021-11-08 21:08:27 main:574] : INFO : Epoch 1762 | loss: 0.0309582 | val_loss: 0.0309688 | Time: 8014.5 ms [2021-11-08 21:08:37 main:574] : INFO : Epoch 1763 | loss: 0.030946 | val_loss: 0.0309549 | Time: 9754.86 ms [2021-11-08 21:08:56 main:574] : INFO : Epoch 1764 | loss: 0.030936 | val_loss: 0.0309357 | Time: 19542.9 ms [2021-11-08 21:09:16 main:574] : INFO : Epoch 1765 | loss: 0.0309206 | val_loss: 0.0309384 | Time: 19723.4 ms [2021-11-08 21:09:36 main:574] : INFO : Epoch 1766 | loss: 0.030909 | val_loss: 0.0309296 | Time: 19767.4 ms [2021-11-08 21:09:57 main:574] : INFO : Epoch 1767 | loss: 0.0309058 | val_loss: 0.0309199 | Time: 20411.1 ms [2021-11-08 21:10:25 main:574] : INFO : Epoch 1768 | loss: 0.0309539 | val_loss: 0.0309706 | Time: 28378 ms [2021-11-08 21:10:33 main:574] : INFO : Epoch 1769 | loss: 0.0309386 | val_loss: 0.030928 | Time: 7905.16 ms [2021-11-08 21:10:42 main:574] : INFO : Epoch 1770 | loss: 0.0309103 | val_loss: 0.0309152 | Time: 8275.21 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-11-09 23:33:19 main:435] : INFO : Set logging level to 1 [2021-11-09 23:33:19 main:441] : INFO : Running in BOINC Client mode [2021-11-09 23:33:19 main:444] : INFO : Resolving all filenames [2021-11-09 23:33:19 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-09 23:33:19 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729897-4266-1_1_r1280656692_1 (exists = 1) [2021-11-09 23:33:19 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729897-4266-1_1_r1280656692_0 (exists = 0) [2021-11-09 23:33:19 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729897-4266-1 (exists = 1) [2021-11-09 23:33:19 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-09 23:33:19 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-09 23:33:19 main:474] : INFO : Configuration: [2021-11-09 23:33:19 main:475] : INFO : Model type: GRU [2021-11-09 23:33:19 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-09 23:33:19 main:477] : INFO : Max Epochs: 2048 [2021-11-09 23:33:19 main:478] : INFO : Batch Size: 128 [2021-11-09 23:33:19 main:479] : INFO : Learning Rate: 0.01 [2021-11-09 23:33:20 main:480] : INFO : Patience: 10 [2021-11-09 23:33:20 main:481] : INFO : Hidden Width: 12 [2021-11-09 23:33:20 main:482] : INFO : # Recurrent Layers: 4 [2021-11-09 23:33:20 main:483] : INFO : # Backend Layers: 4 [2021-11-09 23:33:20 main:484] : INFO : # Threads: 1 [2021-11-09 23:33:20 main:486] : INFO : Preparing Dataset [2021-11-09 23:33:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 23:33:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 23:33:29 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-09 23:33:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 23:33:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 23:33:30 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-09 23:33:30 main:494] : INFO : Creating Model [2021-11-09 23:33:30 main:507] : INFO : Preparing config file [2021-11-09 23:33:30 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-09 23:33:30 main:512] : INFO : Loading config [2021-11-09 23:33:30 main:514] : INFO : Loading state [2021-11-09 23:34:02 main:559] : INFO : Loading DataLoader into Memory [2021-11-09 23:34:02 main:562] : INFO : Starting Training [2021-11-09 23:34:40 main:574] : INFO : Epoch 1742 | loss: 0.0310037 | val_loss: 0.030945 | Time: 37444.5 ms [2021-11-09 23:34:49 main:574] : INFO : Epoch 1743 | loss: 0.0309495 | val_loss: 0.030935 | Time: 8859.34 ms [2021-11-09 23:34:58 main:574] : INFO : Epoch 1744 | loss: 0.0309293 | val_loss: 0.0309193 | Time: 9065.2 ms [2021-11-09 23:35:07 main:574] : INFO : Epoch 1745 | loss: 0.0309146 | val_loss: 0.0309131 | Time: 8834.35 ms [2021-11-09 23:35:16 main:574] : INFO : Epoch 1746 | loss: 0.03091 | val_loss: 0.0309049 | Time: 8875.03 ms [2021-11-09 23:35:25 main:574] : INFO : Epoch 1747 | loss: 0.0309694 | val_loss: 0.0310244 | Time: 8732.44 ms [2021-11-09 23:35:33 main:574] : INFO : Epoch 1748 | loss: 0.0310559 | val_loss: 0.0310557 | Time: 8685.49 ms [2021-11-09 23:35:42 main:574] : INFO : Epoch 1749 | loss: 0.0310326 | val_loss: 0.0310143 | Time: 8965.58 ms [2021-11-09 23:35:51 main:574] : INFO : Epoch 1750 | loss: 0.0309934 | val_loss: 0.0309719 | Time: 8394.95 ms [2021-11-09 23:36:00 main:574] : INFO : Epoch 1751 | loss: 0.0309601 | val_loss: 0.0309462 | Time: 9149.73 ms [2021-11-09 23:36:09 main:574] : INFO : Epoch 1752 | loss: 0.030941 | val_loss: 0.0309482 | Time: 8890.07 ms [2021-11-09 23:36:18 main:574] : INFO : Epoch 1753 | loss: 0.0309468 | val_loss: 0.0309813 | Time: 9477.7 ms [2021-11-09 23:36:28 main:574] : INFO : Epoch 1754 | loss: 0.0309458 | val_loss: 0.0309467 | Time: 9726.31 ms [2021-11-09 23:36:37 main:574] : INFO : Epoch 1755 | loss: 0.0309261 | val_loss: 0.0309326 | Time: 8991.77 ms [2021-11-09 23:36:46 main:574] : INFO : Epoch 1756 | loss: 0.0309176 | val_loss: 0.0309562 | Time: 9073.82 ms [2021-11-09 23:36:55 main:574] : INFO : Epoch 1757 | loss: 0.030923 | val_loss: 0.030986 | Time: 8931.38 ms [2021-11-09 23:37:04 main:574] : INFO : Epoch 1758 | loss: 0.0310291 | val_loss: 0.0310182 | Time: 8238.75 ms [2021-11-09 23:37:12 main:574] : INFO : Epoch 1759 | loss: 0.0309957 | val_loss: 0.0309697 | Time: 8592.59 ms [2021-11-09 23:37:21 main:574] : INFO : Epoch 1760 | loss: 0.0309632 | val_loss: 0.0309526 | Time: 8900.13 ms [2021-11-09 23:37:30 main:574] : INFO : Epoch 1761 | loss: 0.0309358 | val_loss: 0.0309413 | Time: 8860.2 ms [2021-11-09 23:37:39 main:574] : INFO : Epoch 1762 | loss: 0.0309309 | val_loss: 0.0309266 | Time: 8602.43 ms [2021-11-09 23:37:47 main:574] : INFO : Epoch 1763 | loss: 0.0309263 | val_loss: 0.0309205 | Time: 8606.37 ms [2021-11-09 23:37:56 main:574] : INFO : Epoch 1764 | loss: 0.0309188 | val_loss: 0.0309083 | Time: 8921.75 ms [2021-11-09 23:38:06 main:574] : INFO : Epoch 1765 | loss: 0.0309102 | val_loss: 0.0309066 | Time: 9085.72 ms [2021-11-09 23:38:15 main:574] : INFO : Epoch 1766 | loss: 0.0309157 | val_loss: 0.030917 | Time: 8800.33 ms [2021-11-09 23:38:23 main:574] : INFO : Epoch 1767 | loss: 0.0309022 | val_loss: 0.0309007 | Time: 8860.76 ms [2021-11-09 23:38:32 main:574] : INFO : Epoch 1768 | loss: 0.0308943 | val_loss: 0.0308982 | Time: 8618.53 ms [2021-11-09 23:38:41 main:574] : INFO : Epoch 1769 | loss: 0.0309288 | val_loss: 0.0309605 | Time: 8685.79 ms [2021-11-09 23:38:50 main:574] : INFO : Epoch 1770 | loss: 0.0309431 | val_loss: 0.0309268 | Time: 9048.55 ms [2021-11-09 23:38:59 main:574] : INFO : Epoch 1771 | loss: 0.0309079 | val_loss: 0.0309199 | Time: 8730.96 ms [2021-11-09 23:39:08 main:574] : INFO : Epoch 1772 | loss: 0.030912 | val_loss: 0.030908 | Time: 9061.37 ms [2021-11-09 23:39:17 main:574] : INFO : Epoch 1773 | loss: 0.0308884 | val_loss: 0.0309004 | Time: 8902.62 ms [2021-11-09 23:39:26 main:574] : INFO : Epoch 1774 | loss: 0.0309136 | val_loss: 0.0309711 | Time: 9018.41 ms [2021-11-09 23:39:35 main:574] : INFO : Epoch 1775 | loss: 0.031034 | val_loss: 0.0310044 | Time: 8791.82 ms [2021-11-09 23:39:44 main:574] : INFO : Epoch 1776 | loss: 0.0309717 | val_loss: 0.0309734 | Time: 8864.22 ms [2021-11-09 23:39:53 main:574] : INFO : Epoch 1777 | loss: 0.0309794 | val_loss: 0.0309891 | Time: 8731.07 ms [2021-11-09 23:40:01 main:574] : INFO : Epoch 1778 | loss: 0.0309642 | val_loss: 0.0309511 | Time: 8641.55 ms [2021-11-09 23:40:10 main:574] : INFO : Epoch 1779 | loss: 0.0309318 | val_loss: 0.0309307 | Time: 8773.19 ms [2021-11-09 23:40:19 main:574] : INFO : Epoch 1780 | loss: 0.0309168 | val_loss: 0.0309261 | Time: 8764.94 ms [2021-11-09 23:40:28 main:574] : INFO : Epoch 1781 | loss: 0.0309065 | val_loss: 0.0309177 | Time: 8511.06 ms [2021-11-09 23:40:36 main:574] : INFO : Epoch 1782 | loss: 0.0309025 | val_loss: 0.030919 | Time: 8622.8 ms [2021-11-09 23:40:45 main:574] : INFO : Epoch 1783 | loss: 0.0308976 | val_loss: 0.0309083 | Time: 8856.12 ms [2021-11-09 23:40:54 main:574] : INFO : Epoch 1784 | loss: 0.030895 | val_loss: 0.0309112 | Time: 8485.7 ms [2021-11-09 23:41:03 main:574] : INFO : Epoch 1785 | loss: 0.030888 | val_loss: 0.0309195 | Time: 8664.77 ms [2021-11-09 23:41:11 main:574] : INFO : Epoch 1786 | loss: 0.0308862 | val_loss: 0.0309046 | Time: 8848.83 ms [2021-11-09 23:41:20 main:574] : INFO : Epoch 1787 | loss: 0.0308879 | val_loss: 0.0308994 | Time: 8861.61 ms [2021-11-09 23:41:29 main:574] : INFO : Epoch 1788 | loss: 0.0308767 | val_loss: 0.0309101 | Time: 8977.59 ms [2021-11-09 23:41:39 main:574] : INFO : Epoch 1789 | loss: 0.0308851 | val_loss: 0.030899 | Time: 9141.05 ms [2021-11-09 23:41:47 main:574] : INFO : Epoch 1790 | loss: 0.0308773 | val_loss: 0.0309009 | Time: 8657.12 ms [2021-11-09 23:41:55 main:574] : INFO : Epoch 1791 | loss: 0.0308861 | val_loss: 0.0309253 | Time: 8127.18 ms [2021-11-09 23:42:04 main:574] : INFO : Epoch 1792 | loss: 0.0309735 | val_loss: 0.0310263 | Time: 8898.72 ms [2021-11-09 23:42:13 main:574] : INFO : Epoch 1793 | loss: 0.0310586 | val_loss: 0.031078 | Time: 8529.91 ms [2021-11-09 23:42:22 main:574] : INFO : Epoch 1794 | loss: 0.0310729 | val_loss: 0.031032 | Time: 9002.55 ms [2021-11-09 23:42:31 main:574] : INFO : Epoch 1795 | loss: 0.0310216 | val_loss: 0.0309896 | Time: 9132.37 ms [2021-11-09 23:42:40 main:574] : INFO : Epoch 1796 | loss: 0.030977 | val_loss: 0.0309597 | Time: 8881.58 ms [2021-11-09 23:42:49 main:574] : INFO : Epoch 1797 | loss: 0.0309453 | val_loss: 0.0309297 | Time: 9035.7 ms [2021-11-09 23:42:58 main:574] : INFO : Epoch 1798 | loss: 0.0309431 | val_loss: 0.0309423 | Time: 8896.54 ms [2021-11-09 23:43:07 main:574] : INFO : Epoch 1799 | loss: 0.0309402 | val_loss: 0.0309768 | Time: 8639.68 ms [2021-11-09 23:43:16 main:574] : INFO : Epoch 1800 | loss: 0.0310177 | val_loss: 0.0310823 | Time: 8741.32 ms [2021-11-09 23:43:24 main:574] : INFO : Epoch 1801 | loss: 0.031075 | val_loss: 0.0310548 | Time: 8055.03 ms [2021-11-09 23:43:32 main:574] : INFO : Epoch 1802 | loss: 0.0310438 | val_loss: 0.0310254 | Time: 8162.12 ms [2021-11-09 23:43:40 main:574] : INFO : Epoch 1803 | loss: 0.0310159 | val_loss: 0.0310088 | Time: 8054.95 ms [2021-11-09 23:43:48 main:574] : INFO : Epoch 1804 | loss: 0.0309875 | val_loss: 0.0309905 | Time: 8100.83 ms [2021-11-09 23:43:56 main:574] : INFO : Epoch 1805 | loss: 0.0309735 | val_loss: 0.0309901 | Time: 8033.98 ms [2021-11-09 23:44:04 main:574] : INFO : Epoch 1806 | loss: 0.0309748 | val_loss: 0.0309764 | Time: 7926.77 ms [2021-11-09 23:44:13 main:574] : INFO : Epoch 1807 | loss: 0.0309843 | val_loss: 0.0310146 | Time: 8096.3 ms [2021-11-09 23:44:20 main:574] : INFO : Epoch 1808 | loss: 0.0309854 | val_loss: 0.0309823 | Time: 7814.45 ms [2021-11-09 23:44:29 main:574] : INFO : Epoch 1809 | loss: 0.0309702 | val_loss: 0.0309639 | Time: 8912.61 ms [2021-11-09 23:44:37 main:574] : INFO : Epoch 1810 | loss: 0.0309522 | val_loss: 0.0309517 | Time: 7664.46 ms [2021-11-09 23:44:45 main:574] : INFO : Epoch 1811 | loss: 0.0309384 | val_loss: 0.0309403 | Time: 8272.56 ms [2021-11-09 23:44:53 main:574] : INFO : Epoch 1812 | loss: 0.030926 | val_loss: 0.030932 | Time: 7397.27 ms [2021-11-09 23:45:01 main:574] : INFO : Epoch 1813 | loss: 0.0309187 | val_loss: 0.0309277 | Time: 8129.35 ms [2021-11-09 23:45:09 main:574] : INFO : Epoch 1814 | loss: 0.0309134 | val_loss: 0.0309404 | Time: 7779.23 ms [2021-11-09 23:45:17 main:574] : INFO : Epoch 1815 | loss: 0.030915 | val_loss: 0.0309611 | Time: 7849.38 ms [2021-11-09 23:45:25 main:574] : INFO : Epoch 1816 | loss: 0.0309201 | val_loss: 0.0309192 | Time: 8180.71 ms [2021-11-09 23:45:33 main:574] : INFO : Epoch 1817 | loss: 0.0309059 | val_loss: 0.0309184 | Time: 8042.93 ms [2021-11-09 23:45:41 main:574] : INFO : Epoch 1818 | loss: 0.030906 | val_loss: 0.0309235 | Time: 8162.66 ms [2021-11-09 23:45:49 main:574] : INFO : Epoch 1819 | loss: 0.0308966 | val_loss: 0.0309127 | Time: 7681.95 ms [2021-11-09 23:45:57 main:574] : INFO : Epoch 1820 | loss: 0.0308844 | val_loss: 0.0309091 | Time: 8248.24 ms [2021-11-09 23:46:05 main:574] : INFO : Epoch 1821 | loss: 0.0308811 | val_loss: 0.0309051 | Time: 7618.17 ms [2021-11-09 23:46:13 main:574] : INFO : Epoch 1822 | loss: 0.0308974 | val_loss: 0.0309341 | Time: 8230.27 ms [2021-11-09 23:46:21 main:574] : INFO : Epoch 1823 | loss: 0.0309024 | val_loss: 0.0309149 | Time: 7919.46 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-11-09 23:51:31 main:435] : INFO : Set logging level to 1 [2021-11-09 23:51:31 main:441] : INFO : Running in BOINC Client mode [2021-11-09 23:51:31 main:444] : INFO : Resolving all filenames [2021-11-09 23:51:31 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-09 23:51:32 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729897-4266-1_1_r1280656692_1 (exists = 1) [2021-11-09 23:51:32 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729897-4266-1_1_r1280656692_0 (exists = 0) [2021-11-09 23:51:32 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729897-4266-1 (exists = 1) [2021-11-09 23:51:32 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-09 23:51:32 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-09 23:51:32 main:474] : INFO : Configuration: [2021-11-09 23:51:32 main:475] : INFO : Model type: GRU [2021-11-09 23:51:32 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-09 23:51:32 main:477] : INFO : Max Epochs: 2048 [2021-11-09 23:51:32 main:478] : INFO : Batch Size: 128 [2021-11-09 23:51:32 main:479] : INFO : Learning Rate: 0.01 [2021-11-09 23:51:32 main:480] : INFO : Patience: 10 [2021-11-09 23:51:32 main:481] : INFO : Hidden Width: 12 [2021-11-09 23:51:32 main:482] : INFO : # Recurrent Layers: 4 [2021-11-09 23:51:32 main:483] : INFO : # Backend Layers: 4 [2021-11-09 23:51:32 main:484] : INFO : # Threads: 1 [2021-11-09 23:51:32 main:486] : INFO : Preparing Dataset [2021-11-09 23:51:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 23:51:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 23:51:34 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-09 23:51:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 23:51:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 23:51:35 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-09 23:51:35 main:494] : INFO : Creating Model [2021-11-09 23:51:35 main:507] : INFO : Preparing config file [2021-11-09 23:51:35 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-09 23:51:35 main:512] : INFO : Loading config [2021-11-09 23:51:35 main:514] : INFO : Loading state [2021-11-09 23:51:36 main:559] : INFO : Loading DataLoader into Memory [2021-11-09 23:51:36 main:562] : INFO : Starting Training [2021-11-09 23:51:40 main:574] : INFO : Epoch 1803 | loss: 0.031 | val_loss: 0.030948 | Time: 4454.03 ms [2021-11-09 23:51:48 main:574] : INFO : Epoch 1804 | loss: 0.0309538 | val_loss: 0.0309455 | Time: 7434.31 ms [2021-11-09 23:51:56 main:574] : INFO : Epoch 1805 | loss: 0.0309247 | val_loss: 0.0309275 | Time: 8296.77 ms [2021-11-09 23:52:05 main:574] : INFO : Epoch 1806 | loss: 0.0309142 | val_loss: 0.0309368 | Time: 8692.44 ms [2021-11-09 23:52:14 main:574] : INFO : Epoch 1807 | loss: 0.0309043 | val_loss: 0.0309072 | Time: 9097.55 ms [2021-11-09 23:52:23 main:574] : INFO : Epoch 1808 | loss: 0.0308904 | val_loss: 0.0309042 | Time: 8807.03 ms [2021-11-09 23:52:32 main:574] : INFO : Epoch 1809 | loss: 0.0308991 | val_loss: 0.0309212 | Time: 8824.34 ms [2021-11-09 23:52:41 main:574] : INFO : Epoch 1810 | loss: 0.0308895 | val_loss: 0.0308944 | Time: 8977.99 ms [2021-11-09 23:52:50 main:574] : INFO : Epoch 1811 | loss: 0.0308857 | val_loss: 0.0309065 | Time: 8913.18 ms [2021-11-09 23:52:59 main:574] : INFO : Epoch 1812 | loss: 0.0309025 | val_loss: 0.0309305 | Time: 9029.26 ms [2021-11-09 23:53:07 main:574] : INFO : Epoch 1813 | loss: 0.0309265 | val_loss: 0.0309757 | Time: 8026.63 ms [2021-11-09 23:53:14 main:574] : INFO : Epoch 1814 | loss: 0.0309614 | val_loss: 0.0309261 | Time: 7232.06 ms [2021-11-09 23:53:22 main:574] : INFO : Epoch 1815 | loss: 0.0309548 | val_loss: 0.0309574 | Time: 7754.35 ms [2021-11-09 23:53:30 main:574] : INFO : Epoch 1816 | loss: 0.0309345 | val_loss: 0.0309153 | Time: 7509.54 ms [2021-11-09 23:53:38 main:574] : INFO : Epoch 1817 | loss: 0.0309052 | val_loss: 0.0309001 | Time: 7824.59 ms [2021-11-09 23:53:47 main:574] : INFO : Epoch 1818 | loss: 0.0309127 | val_loss: 0.0309136 | Time: 8955.28 ms [2021-11-09 23:53:55 main:574] : INFO : Epoch 1819 | loss: 0.0309018 | val_loss: 0.0309177 | Time: 8845.76 ms [2021-11-09 23:54:04 main:574] : INFO : Epoch 1820 | loss: 0.0309029 | val_loss: 0.0310001 | Time: 8940.58 ms [2021-11-09 23:54:13 main:574] : INFO : Epoch 1821 | loss: 0.0311534 | val_loss: 0.0311764 | Time: 8883.15 ms [2021-11-09 23:54:22 main:574] : INFO : Epoch 1822 | loss: 0.0311529 | val_loss: 0.0311318 | Time: 8939.2 ms [2021-11-09 23:54:31 main:574] : INFO : Epoch 1823 | loss: 0.0311077 | val_loss: 0.0310753 | Time: 8994.29 ms [2021-11-09 23:54:40 main:574] : INFO : Epoch 1824 | loss: 0.0310693 | val_loss: 0.0310484 | Time: 8898.15 ms [2021-11-09 23:54:49 main:574] : INFO : Epoch 1825 | loss: 0.0310389 | val_loss: 0.03102 | Time: 9042.23 ms [2021-11-09 23:54:58 main:574] : INFO : Epoch 1826 | loss: 0.031016 | val_loss: 0.0310006 | Time: 8165.22 ms [2021-11-09 23:55:06 main:574] : INFO : Epoch 1827 | loss: 0.0309946 | val_loss: 0.0309835 | Time: 8184.74 ms [2021-11-09 23:55:14 main:574] : INFO : Epoch 1828 | loss: 0.0309796 | val_loss: 0.0309718 | Time: 8248.02 ms [2021-11-09 23:55:23 main:574] : INFO : Epoch 1829 | loss: 0.0309652 | val_loss: 0.0309667 | Time: 8359.65 ms [2021-11-09 23:55:32 main:574] : INFO : Epoch 1830 | loss: 0.0309692 | val_loss: 0.0309907 | Time: 8985.35 ms [2021-11-09 23:55:51 main:574] : INFO : Epoch 1831 | loss: 0.0309736 | val_loss: 0.0309684 | Time: 18800.3 ms [2021-11-09 23:56:00 main:574] : INFO : Epoch 1832 | loss: 0.0309619 | val_loss: 0.0309553 | Time: 8868.99 ms [2021-11-09 23:56:09 main:574] : INFO : Epoch 1833 | loss: 0.0309511 | val_loss: 0.0309484 | Time: 8618.74 ms [2021-11-09 23:56:17 main:574] : INFO : Epoch 1834 | loss: 0.0309481 | val_loss: 0.0309488 | Time: 8299.4 ms [2021-11-09 23:56:25 main:574] : INFO : Epoch 1835 | loss: 0.0309395 | val_loss: 0.0309283 | Time: 8385.47 ms [2021-11-09 23:56:33 main:574] : INFO : Epoch 1836 | loss: 0.0309313 | val_loss: 0.0309174 | Time: 8105.22 ms [2021-11-09 23:56:46 main:574] : INFO : Epoch 1837 | loss: 0.0309228 | val_loss: 0.0309243 | Time: 9087.82 ms [2021-11-09 23:56:55 main:574] : INFO : Epoch 1838 | loss: 0.0309129 | val_loss: 0.0309114 | Time: 8411.75 ms [2021-11-09 23:57:03 main:574] : INFO : Epoch 1839 | loss: 0.0309033 | val_loss: 0.0309098 | Time: 8419.09 ms [2021-11-09 23:57:12 main:574] : INFO : Epoch 1840 | loss: 0.0308974 | val_loss: 0.030897 | Time: 8163.36 ms [2021-11-09 23:57:20 main:574] : INFO : Epoch 1841 | loss: 0.0308939 | val_loss: 0.0309056 | Time: 8198.88 ms [2021-11-09 23:57:28 main:574] : INFO : Epoch 1842 | loss: 0.0309 | val_loss: 0.0309284 | Time: 8128.4 ms [2021-11-09 23:57:36 main:574] : INFO : Epoch 1843 | loss: 0.0309153 | val_loss: 0.0309121 | Time: 8109.29 ms [2021-11-09 23:57:45 main:574] : INFO : Epoch 1844 | loss: 0.0308943 | val_loss: 0.0309189 | Time: 8209.63 ms [2021-11-09 23:57:53 main:574] : INFO : Epoch 1845 | loss: 0.0308963 | val_loss: 0.0309078 | Time: 8598.17 ms [2021-11-09 23:58:02 main:574] : INFO : Epoch 1846 | loss: 0.0308871 | val_loss: 0.0309072 | Time: 8819.55 ms [2021-11-09 23:58:10 main:574] : INFO : Epoch 1847 | loss: 0.0308822 | val_loss: 0.0309004 | Time: 8245.19 ms [2021-11-09 23:58:19 main:574] : INFO : Epoch 1848 | loss: 0.0308845 | val_loss: 0.0309016 | Time: 8704.14 ms [2021-11-09 23:58:27 main:574] : INFO : Epoch 1849 | loss: 0.0308775 | val_loss: 0.0309043 | Time: 7990.93 ms [2021-11-09 23:58:40 main:574] : INFO : Epoch 1850 | loss: 0.0308799 | val_loss: 0.0308888 | Time: 8309.25 ms [2021-11-09 23:58:48 main:574] : INFO : Epoch 1851 | loss: 0.030874 | val_loss: 0.0308864 | Time: 8464.53 ms [2021-11-09 23:58:56 main:574] : INFO : Epoch 1852 | loss: 0.0308764 | val_loss: 0.0308823 | Time: 7974.72 ms [2021-11-09 23:59:05 main:574] : INFO : Epoch 1853 | loss: 0.0308649 | val_loss: 0.0308893 | Time: 8398.34 ms [2021-11-09 23:59:13 main:574] : INFO : Epoch 1854 | loss: 0.0308706 | val_loss: 0.0308814 | Time: 8242.8 ms [2021-11-09 23:59:21 main:574] : INFO : Epoch 1855 | loss: 0.0308651 | val_loss: 0.0308795 | Time: 8407.64 ms [2021-11-09 23:59:30 main:574] : INFO : Epoch 1856 | loss: 0.0308635 | val_loss: 0.0308893 | Time: 8234.53 ms [2021-11-09 23:59:38 main:574] : INFO : Epoch 1857 | loss: 0.0308777 | val_loss: 0.0308951 | Time: 8047.33 ms [2021-11-09 23:59:45 main:574] : INFO : Epoch 1858 | loss: 0.0308733 | val_loss: 0.0308848 | Time: 7669.52 ms [2021-11-09 23:59:53 main:574] : INFO : Epoch 1859 | loss: 0.0308644 | val_loss: 0.0308831 | Time: 7891.55 ms [2021-11-10 00:00:02 main:574] : INFO : Epoch 1860 | loss: 0.030856 | val_loss: 0.0308806 | Time: 8417.57 ms [2021-11-10 00:00:10 main:574] : INFO : Epoch 1861 | loss: 0.0308532 | val_loss: 0.0308745 | Time: 7870.09 ms [2021-11-10 00:00:18 main:574] : INFO : Epoch 1862 | loss: 0.0308543 | val_loss: 0.030876 | Time: 8339.14 ms [2021-11-10 00:00:26 main:574] : INFO : Epoch 1863 | loss: 0.0308492 | val_loss: 0.0308783 | Time: 7973.63 ms [2021-11-10 00:00:34 main:574] : INFO : Epoch 1864 | loss: 0.0308666 | val_loss: 0.030892 | Time: 7875.41 ms [2021-11-10 00:00:42 main:574] : INFO : Epoch 1865 | loss: 0.0308827 | val_loss: 0.0309003 | Time: 7960.69 ms [2021-11-10 00:00:50 main:574] : INFO : Epoch 1866 | loss: 0.0308783 | val_loss: 0.0308843 | Time: 7902.37 ms [2021-11-10 00:00:58 main:574] : INFO : Epoch 1867 | loss: 0.0308686 | val_loss: 0.0308942 | Time: 8104.12 ms [2021-11-10 00:01:07 main:574] : INFO : Epoch 1868 | loss: 0.0308893 | val_loss: 0.0312123 | Time: 8794.38 ms [2021-11-10 00:01:15 main:574] : INFO : Epoch 1869 | loss: 0.0312395 | val_loss: 0.0312408 | Time: 7976.04 ms [2021-11-10 00:01:23 main:574] : INFO : Epoch 1870 | loss: 0.031248 | val_loss: 0.0312849 | Time: 8107.92 ms [2021-11-10 00:01:32 main:574] : INFO : Epoch 1871 | loss: 0.0314687 | val_loss: 0.0313731 | Time: 8857.47 ms [2021-11-10 00:01:40 main:574] : INFO : Epoch 1872 | loss: 0.0313174 | val_loss: 0.0312656 | Time: 7478.57 ms [2021-11-10 00:01:48 main:574] : INFO : Epoch 1873 | loss: 0.0312511 | val_loss: 0.0312431 | Time: 7574.93 ms [2021-11-10 00:01:55 main:574] : INFO : Epoch 1874 | loss: 0.0312351 | val_loss: 0.0312348 | Time: 7438.08 ms [2021-11-10 00:02:03 main:574] : INFO : Epoch 1875 | loss: 0.0312332 | val_loss: 0.0312228 | Time: 7592.36 ms [2021-11-10 00:02:10 main:574] : INFO : Epoch 1876 | loss: 0.0312199 | val_loss: 0.0312105 | Time: 7589 ms [2021-11-10 00:02:18 main:574] : INFO : Epoch 1877 | loss: 0.0312142 | val_loss: 0.0312076 | Time: 7493.19 ms [2021-11-10 00:02:25 main:574] : INFO : Epoch 1878 | loss: 0.0312142 | val_loss: 0.0312165 | Time: 7548.72 ms [2021-11-10 00:02:33 main:574] : INFO : Epoch 1879 | loss: 0.031203 | val_loss: 0.0311994 | Time: 7444.27 ms [2021-11-10 00:02:41 main:574] : INFO : Epoch 1880 | loss: 0.0311936 | val_loss: 0.0312041 | Time: 7475.3 ms [2021-11-10 00:02:48 main:574] : INFO : Epoch 1881 | loss: 0.0312024 | val_loss: 0.0311885 | Time: 7515.17 ms [2021-11-10 00:02:55 main:574] : INFO : Epoch 1882 | loss: 0.0311977 | val_loss: 0.0311916 | Time: 7318.41 ms [2021-11-10 00:03:03 main:574] : INFO : Epoch 1883 | loss: 0.0311841 | val_loss: 0.0311731 | Time: 7456.38 ms [2021-11-10 00:03:11 main:574] : INFO : Epoch 1884 | loss: 0.0311693 | val_loss: 0.0311658 | Time: 7626.08 ms [2021-11-10 00:03:18 main:574] : INFO : Epoch 1885 | loss: 0.0311651 | val_loss: 0.0311582 | Time: 7714.14 ms [2021-11-10 00:03:26 main:574] : INFO : Epoch 1886 | loss: 0.0311611 | val_loss: 0.031157 | Time: 7797.37 ms [2021-11-10 00:03:34 main:574] : INFO : Epoch 1887 | loss: 0.0311499 | val_loss: 0.0311453 | Time: 7839.29 ms [2021-11-10 00:03:42 main:574] : INFO : Epoch 1888 | loss: 0.0311465 | val_loss: 0.031143 | Time: 7593.94 ms [2021-11-10 00:03:57 main:574] : INFO : Epoch 1889 | loss: 0.0311446 | val_loss: 0.0311392 | Time: 8022.9 ms [2021-11-10 00:04:04 main:574] : INFO : Epoch 1890 | loss: 0.0311501 | val_loss: 0.0311426 | Time: 7281.89 ms [2021-11-10 00:04:13 main:574] : INFO : Epoch 1891 | loss: 0.0311358 | val_loss: 0.0311449 | Time: 8823.75 ms [2021-11-10 00:04:20 main:574] : INFO : Epoch 1892 | loss: 0.0311324 | val_loss: 0.0311292 | Time: 7367.75 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-11-13 00:23:08 main:435] : INFO : Set logging level to 1 [2021-11-13 00:23:08 main:441] : INFO : Running in BOINC Client mode [2021-11-13 00:23:08 main:444] : INFO : Resolving all filenames [2021-11-13 00:23:08 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-13 00:23:09 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729897-4266-1_1_r1280656692_1 (exists = 1) [2021-11-13 00:23:09 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729897-4266-1_1_r1280656692_0 (exists = 0) [2021-11-13 00:23:09 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729897-4266-1 (exists = 1) [2021-11-13 00:23:10 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-13 00:23:10 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-13 00:23:11 main:474] : INFO : Configuration: [2021-11-13 00:23:11 main:475] : INFO : Model type: GRU [2021-11-13 00:23:11 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-13 00:23:11 main:477] : INFO : Max Epochs: 2048 [2021-11-13 00:23:12 main:478] : INFO : Batch Size: 128 [2021-11-13 00:23:12 main:479] : INFO : Learning Rate: 0.01 [2021-11-13 00:23:12 main:480] : INFO : Patience: 10 [2021-11-13 00:23:12 main:481] : INFO : Hidden Width: 12 [2021-11-13 00:23:13 main:482] : INFO : # Recurrent Layers: 4 [2021-11-13 00:23:13 main:483] : INFO : # Backend Layers: 4 [2021-11-13 00:23:13 main:484] : INFO : # Threads: 1 [2021-11-13 00:23:14 main:486] : INFO : Preparing Dataset [2021-11-13 00:23:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-13 00:23:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-13 00:25:41 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-13 00:25:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-13 00:25:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-13 00:25:54 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-13 00:25:55 main:494] : INFO : Creating Model [2021-11-13 00:26:04 main:507] : INFO : Preparing config file [2021-11-13 00:26:04 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-13 00:26:05 main:512] : INFO : Loading config [2021-11-13 00:26:05 main:514] : INFO : Loading state [2021-11-13 00:29:27 main:559] : INFO : Loading DataLoader into Memory [2021-11-13 00:29:28 main:562] : INFO : Starting Training [2021-11-13 00:31:11 main:574] : INFO : Epoch 1873 | loss: 0.0313252 | val_loss: 0.0312512 | Time: 102654 ms [2021-11-13 00:31:34 main:574] : INFO : Epoch 1874 | loss: 0.0312409 | val_loss: 0.0312309 | Time: 22258.4 ms [2021-11-13 00:31:57 main:574] : INFO : Epoch 1875 | loss: 0.0312198 | val_loss: 0.0312333 | Time: 22191.5 ms [2021-11-13 00:32:18 main:574] : INFO : Epoch 1876 | loss: 0.0312151 | val_loss: 0.0312002 | Time: 21124.8 ms [2021-11-13 00:32:40 main:574] : INFO : Epoch 1877 | loss: 0.031163 | val_loss: 0.0310886 | Time: 21743.2 ms [2021-11-13 00:33:14 main:574] : INFO : Epoch 1878 | loss: 0.0310289 | val_loss: 0.030983 | Time: 23066.7 ms [2021-11-13 00:33:34 main:574] : INFO : Epoch 1879 | loss: 0.0309519 | val_loss: 0.0309564 | Time: 19899.4 ms [2021-11-13 00:33:55 main:574] : INFO : Epoch 1880 | loss: 0.0309304 | val_loss: 0.0309057 | Time: 20293.3 ms [2021-11-13 00:34:15 main:574] : INFO : Epoch 1881 | loss: 0.0309078 | val_loss: 0.0309085 | Time: 19889.8 ms [2021-11-13 00:34:25 main:574] : INFO : Epoch 1882 | loss: 0.0309042 | val_loss: 0.0309079 | Time: 9254.73 ms [2021-11-13 00:34:46 main:574] : INFO : Epoch 1883 | loss: 0.0308903 | val_loss: 0.0308967 | Time: 20176.1 ms [2021-11-13 00:34:57 main:574] : INFO : Epoch 1884 | loss: 0.0308802 | val_loss: 0.0308891 | Time: 10040.9 ms [2021-11-13 00:35:17 main:574] : INFO : Epoch 1885 | loss: 0.0308734 | val_loss: 0.0308911 | Time: 19636.5 ms [2021-11-13 00:35:27 main:574] : INFO : Epoch 1886 | loss: 0.0308794 | val_loss: 0.0309227 | Time: 9713.78 ms [2021-11-13 00:35:47 main:574] : INFO : Epoch 1887 | loss: 0.0309628 | val_loss: 0.0310482 | Time: 19223.6 ms [2021-11-13 00:36:07 main:574] : INFO : Epoch 1888 | loss: 0.0310339 | val_loss: 0.0309697 | Time: 19552.6 ms [2021-11-13 00:36:17 main:574] : INFO : Epoch 1889 | loss: 0.0310061 | val_loss: 0.0309675 | Time: 9364.51 ms [2021-11-13 00:36:38 main:574] : INFO : Epoch 1890 | loss: 0.030954 | val_loss: 0.0309295 | Time: 19493.4 ms [2021-11-13 00:36:58 main:574] : INFO : Epoch 1891 | loss: 0.0309107 | val_loss: 0.0309143 | Time: 19139.4 ms [2021-11-13 00:37:18 main:574] : INFO : Epoch 1892 | loss: 0.0309136 | val_loss: 0.0309532 | Time: 19507.3 ms [2021-11-13 00:37:38 main:574] : INFO : Epoch 1893 | loss: 0.0309125 | val_loss: 0.0309505 | Time: 19542.1 ms [2021-11-13 00:37:59 main:574] : INFO : Epoch 1894 | loss: 0.030971 | val_loss: 0.0309456 | Time: 20785.9 ms [2021-11-13 00:38:19 main:574] : INFO : Epoch 1895 | loss: 0.0308921 | val_loss: 0.0309131 | Time: 19556.6 ms [2021-11-13 00:38:39 main:574] : INFO : Epoch 1896 | loss: 0.0308885 | val_loss: 0.0308966 | Time: 19354.2 ms [2021-11-13 00:39:00 main:574] : INFO : Epoch 1897 | loss: 0.0308995 | val_loss: 0.0309447 | Time: 20233.2 ms [2021-11-13 00:39:21 main:574] : INFO : Epoch 1898 | loss: 0.030898 | val_loss: 0.0308945 | Time: 20052.8 ms [2021-11-13 00:39:41 main:574] : INFO : Epoch 1899 | loss: 0.0308774 | val_loss: 0.0308984 | Time: 19825 ms [2021-11-13 00:40:15 main:574] : INFO : Epoch 1900 | loss: 0.0308734 | val_loss: 0.0308976 | Time: 33263.1 ms [2021-11-13 00:40:37 main:574] : INFO : Epoch 1901 | loss: 0.0308826 | val_loss: 0.0309513 | Time: 21452.1 ms [2021-11-13 00:40:58 main:574] : INFO : Epoch 1902 | loss: 0.0309365 | val_loss: 0.0309283 | Time: 19880.9 ms [2021-11-13 00:41:17 main:574] : INFO : Epoch 1903 | loss: 0.0309091 | val_loss: 0.0309142 | Time: 18891.6 ms [2021-11-13 00:41:36 main:574] : INFO : Epoch 1904 | loss: 0.0308902 | val_loss: 0.0308963 | Time: 18979.7 ms [2021-11-13 00:41:56 main:574] : INFO : Epoch 1905 | loss: 0.0309001 | val_loss: 0.0309888 | Time: 19721.3 ms [2021-11-13 00:42:16 main:574] : INFO : Epoch 1906 | loss: 0.0309376 | val_loss: 0.0309378 | Time: 19009 ms [2021-11-13 00:42:36 main:574] : INFO : Epoch 1907 | loss: 0.0309102 | val_loss: 0.030915 | Time: 19532.9 ms [2021-11-13 00:42:57 main:574] : INFO : Epoch 1908 | loss: 0.030915 | val_loss: 0.0309255 | Time: 19736.4 ms [2021-11-13 00:43:16 main:574] : INFO : Epoch 1909 | loss: 0.030904 | val_loss: 0.0308957 | Time: 18902.6 ms [2021-11-13 00:43:36 main:574] : INFO : Epoch 1910 | loss: 0.0309024 | val_loss: 0.0309036 | Time: 19433.8 ms [2021-11-13 00:43:56 main:574] : INFO : Epoch 1911 | loss: 0.0308773 | val_loss: 0.0309069 | Time: 19301.2 ms [2021-11-13 00:44:16 main:574] : INFO : Epoch 1912 | loss: 0.0308877 | val_loss: 0.0308924 | Time: 19277 ms [2021-11-13 00:44:36 main:574] : INFO : Epoch 1913 | loss: 0.0308713 | val_loss: 0.0308865 | Time: 19365.2 ms [2021-11-13 00:44:55 main:574] : INFO : Epoch 1914 | loss: 0.0308566 | val_loss: 0.0308905 | Time: 19086.2 ms [2021-11-13 00:45:15 main:574] : INFO : Epoch 1915 | loss: 0.030851 | val_loss: 0.030889 | Time: 19067.7 ms [2021-11-13 00:45:34 main:574] : INFO : Epoch 1916 | loss: 0.0308579 | val_loss: 0.0308912 | Time: 18726.4 ms [2021-11-13 00:45:55 main:574] : INFO : Epoch 1917 | loss: 0.0308494 | val_loss: 0.0308975 | Time: 19846.5 ms [2021-11-13 00:46:16 main:574] : INFO : Epoch 1918 | loss: 0.0308603 | val_loss: 0.0308796 | Time: 20642.2 ms [2021-11-13 00:46:36 main:574] : INFO : Epoch 1919 | loss: 0.0308509 | val_loss: 0.0308887 | Time: 19268.8 ms [2021-11-13 00:46:55 main:574] : INFO : Epoch 1920 | loss: 0.0308673 | val_loss: 0.0309254 | Time: 18592.1 ms [2021-11-13 00:47:04 main:574] : INFO : Epoch 1921 | loss: 0.0309556 | val_loss: 0.0310553 | Time: 9083.32 ms [2021-11-13 00:47:23 main:574] : INFO : Epoch 1922 | loss: 0.031011 | val_loss: 0.0309364 | Time: 18641.7 ms [2021-11-13 00:47:42 main:574] : INFO : Epoch 1923 | loss: 0.0309028 | val_loss: 0.0308997 | Time: 19095.1 ms [2021-11-13 00:48:01 main:574] : INFO : Epoch 1924 | loss: 0.0308779 | val_loss: 0.0308984 | Time: 19390.2 ms [2021-11-13 00:49:57 main:574] : INFO : Epoch 1925 | loss: 0.0309107 | val_loss: 0.0308952 | Time: 115407 ms [2021-11-13 00:50:21 main:574] : INFO : Epoch 1926 | loss: 0.030898 | val_loss: 0.0308953 | Time: 22693.6 ms [2021-11-13 00:51:24 main:574] : INFO : Epoch 1927 | loss: 0.0308725 | val_loss: 0.0308881 | Time: 63022.6 ms [2021-11-13 00:52:15 main:574] : INFO : Epoch 1928 | loss: 0.030866 | val_loss: 0.0308834 | Time: 50978.3 ms [2021-11-13 00:52:38 main:574] : INFO : Epoch 1929 | loss: 0.0308695 | val_loss: 0.0308762 | Time: 20854.6 ms [2021-11-13 00:53:00 main:574] : INFO : Epoch 1930 | loss: 0.0308649 | val_loss: 0.0309091 | Time: 21640.8 ms [2021-11-13 00:53:24 main:574] : INFO : Epoch 1931 | loss: 0.0308814 | val_loss: 0.0308718 | Time: 23003.1 ms [2021-11-13 00:53:56 main:574] : INFO : Epoch 1932 | loss: 0.0308436 | val_loss: 0.0308722 | Time: 31076.9 ms [2021-11-13 00:54:18 main:574] : INFO : Epoch 1933 | loss: 0.03085 | val_loss: 0.0308686 | Time: 20945.4 ms [2021-11-13 00:54:39 main:574] : INFO : Epoch 1934 | loss: 0.0308426 | val_loss: 0.0308562 | Time: 20795.4 ms [2021-11-13 00:55:01 main:574] : INFO : Epoch 1935 | loss: 0.0308335 | val_loss: 0.0308561 | Time: 20687.8 ms [2021-11-13 00:55:20 main:574] : INFO : Epoch 1936 | loss: 0.0308314 | val_loss: 0.0308684 | Time: 18694.6 ms [2021-11-13 00:55:29 main:574] : INFO : Epoch 1937 | loss: 0.0309341 | val_loss: 0.031057 | Time: 8888.1 ms [2021-11-13 00:55:39 main:574] : INFO : Epoch 1938 | loss: 0.0310637 | val_loss: 0.0310572 | Time: 8964.28 ms [2021-11-13 00:55:59 main:574] : INFO : Epoch 1939 | loss: 0.0310195 | val_loss: 0.0309941 | Time: 19618.6 ms [2021-11-13 00:56:18 main:574] : INFO : Epoch 1940 | loss: 0.0309605 | val_loss: 0.0309435 | Time: 18749.1 ms [2021-11-13 00:56:27 main:574] : INFO : Epoch 1941 | loss: 0.0309327 | val_loss: 0.0309242 | Time: 8756.96 ms [2021-11-13 00:56:37 main:574] : INFO : Epoch 1942 | loss: 0.0309201 | val_loss: 0.0309133 | Time: 9069.25 ms [2021-11-13 00:56:46 main:574] : INFO : Epoch 1943 | loss: 0.030907 | val_loss: 0.030941 | Time: 8940.25 ms [2021-11-13 00:56:55 main:574] : INFO : Epoch 1944 | loss: 0.0309578 | val_loss: 0.0309433 | Time: 8705.72 ms [2021-11-13 00:57:05 main:574] : INFO : Epoch 1945 | loss: 0.0309463 | val_loss: 0.030998 | Time: 9090.59 ms [2021-11-13 00:57:14 main:574] : INFO : Epoch 1946 | loss: 0.0310262 | val_loss: 0.030965 | Time: 8792.86 ms [2021-11-13 00:57:24 main:574] : INFO : Epoch 1947 | loss: 0.0309471 | val_loss: 0.0309689 | Time: 8975.72 ms [2021-11-13 00:57:33 main:574] : INFO : Epoch 1948 | loss: 0.0309572 | val_loss: 0.0309401 | Time: 9036.58 ms [2021-11-13 00:57:43 main:574] : INFO : Epoch 1949 | loss: 0.0309241 | val_loss: 0.0309492 | Time: 9000.63 ms [2021-11-13 00:57:52 main:574] : INFO : Epoch 1950 | loss: 0.0309294 | val_loss: 0.0309329 | Time: 8968.39 ms [2021-11-13 00:58:01 main:574] : INFO : Epoch 1951 | loss: 0.0309017 | val_loss: 0.0309053 | Time: 8665.24 ms [2021-11-13 00:58:11 main:574] : INFO : Epoch 1952 | loss: 0.0308933 | val_loss: 0.0309011 | Time: 8970.29 ms [2021-11-13 00:58:21 main:574] : INFO : Epoch 1953 | loss: 0.0308974 | val_loss: 0.0309056 | Time: 9454.18 ms [2021-11-13 00:58:41 main:574] : INFO : Epoch 1954 | loss: 0.0308991 | val_loss: 0.0308953 | Time: 19525.1 ms [2021-11-13 00:58:51 main:574] : INFO : Epoch 1955 | loss: 0.0308967 | val_loss: 0.0308986 | Time: 9073.11 ms [2021-11-13 00:59:00 main:574] : INFO : Epoch 1956 | loss: 0.0308887 | val_loss: 0.0308888 | Time: 9030.99 ms [2021-11-13 00:59:10 main:574] : INFO : Epoch 1957 | loss: 0.0308713 | val_loss: 0.0308806 | Time: 9187.72 ms [2021-11-13 00:59:19 main:574] : INFO : Epoch 1958 | loss: 0.03088 | val_loss: 0.0309191 | Time: 9142.62 ms [2021-11-13 00:59:29 main:574] : INFO : Epoch 1959 | loss: 0.0309033 | val_loss: 0.030918 | Time: 8855.38 ms [2021-11-13 00:59:38 main:574] : INFO : Epoch 1960 | loss: 0.0311132 | val_loss: 0.0312463 | Time: 8885.98 ms [2021-11-13 00:59:47 main:574] : INFO : Epoch 1961 | loss: 0.0312425 | val_loss: 0.0312331 | Time: 8981.62 ms [2021-11-13 00:59:54 main:574] : INFO : Epoch 1962 | loss: 0.0312696 | val_loss: 0.0312473 | Time: 6678.25 ms [2021-11-13 00:59:59 main:574] : INFO : Epoch 1963 | loss: 0.0312764 | val_loss: 0.031262 | Time: 3949.09 ms [2021-11-13 01:00:04 main:574] : INFO : Epoch 1964 | loss: 0.031249 | val_loss: 0.0312422 | Time: 3954.35 ms [2021-11-13 01:00:08 main:574] : INFO : Epoch 1965 | loss: 0.0312356 | val_loss: 0.0312365 | Time: 3588.64 ms [2021-11-13 01:00:12 main:574] : INFO : Epoch 1966 | loss: 0.031227 | val_loss: 0.0312292 | Time: 3609.85 ms [2021-11-13 01:00:16 main:574] : INFO : Epoch 1967 | loss: 0.0312242 | val_loss: 0.0312129 | Time: 3668.8 ms [2021-11-13 01:00:20 main:574] : INFO : Epoch 1968 | loss: 0.0312094 | val_loss: 0.0311985 | Time: 3602.89 ms [2021-11-13 01:00:25 main:574] : INFO : Epoch 1969 | loss: 0.0312 | val_loss: 0.0311921 | Time: 3652.48 ms [2021-11-13 01:00:29 main:574] : INFO : Epoch 1970 | loss: 0.0311955 | val_loss: 0.0311872 | Time: 3691.91 ms [2021-11-13 01:00:33 main:574] : INFO : Epoch 1971 | loss: 0.0311921 | val_loss: 0.0311844 | Time: 3718.7 ms [2021-11-13 01:00:37 main:574] : INFO : Epoch 1972 | loss: 0.0311915 | val_loss: 0.0311887 | Time: 3615.53 ms [2021-11-13 01:00:41 main:574] : INFO : Epoch 1973 | loss: 0.0311933 | val_loss: 0.0311829 | Time: 3647.94 ms [2021-11-13 01:00:45 main:574] : INFO : Epoch 1974 | loss: 0.0311914 | val_loss: 0.0311859 | Time: 3652.72 ms [2021-11-13 01:00:50 main:574] : INFO : Epoch 1975 | loss: 0.0311896 | val_loss: 0.0311773 | Time: 3609.84 ms [2021-11-13 01:00:54 main:574] : INFO : Epoch 1976 | loss: 0.0311832 | val_loss: 0.0311788 | Time: 3629.03 ms [2021-11-13 01:00:58 main:574] : INFO : Epoch 1977 | loss: 0.0311854 | val_loss: 0.0311756 | Time: 3737.69 ms [2021-11-13 01:01:02 main:574] : INFO : Epoch 1978 | loss: 0.0311803 | val_loss: 0.031174 | Time: 3549.9 ms [2021-11-13 01:01:06 main:574] : INFO : Epoch 1979 | loss: 0.031181 | val_loss: 0.0311746 | Time: 3545.27 ms [2021-11-13 01:01:10 main:574] : INFO : Epoch 1980 | loss: 0.0311788 | val_loss: 0.0311758 | Time: 3627.47 ms [2021-11-13 01:01:14 main:574] : INFO : Epoch 1981 | loss: 0.0311785 | val_loss: 0.0311739 | Time: 3628.63 ms [2021-11-13 01:01:18 main:574] : INFO : Epoch 1982 | loss: 0.0311774 | val_loss: 0.0311728 | Time: 3746.59 ms [2021-11-13 01:01:23 main:574] : INFO : Epoch 1983 | loss: 0.0311786 | val_loss: 0.0311704 | Time: 3852.61 ms [2021-11-13 01:01:32 main:574] : INFO : Epoch 1984 | loss: 0.0311758 | val_loss: 0.0311699 | Time: 8693.63 ms [2021-11-13 01:01:41 main:574] : INFO : Epoch 1985 | loss: 0.0311749 | val_loss: 0.0311687 | Time: 8734.54 ms [2021-11-13 01:01:51 main:574] : INFO : Epoch 1986 | loss: 0.0311725 | val_loss: 0.0311686 | Time: 8714.42 ms [2021-11-13 01:02:00 main:574] : INFO : Epoch 1987 | loss: 0.0311716 | val_loss: 0.0311677 | Time: 8755.87 ms [2021-11-13 01:02:10 main:574] : INFO : Epoch 1988 | loss: 0.0311707 | val_loss: 0.0311658 | Time: 8773.1 ms [2021-11-13 01:02:19 main:574] : INFO : Epoch 1989 | loss: 0.0311698 | val_loss: 0.0311652 | Time: 8788.42 ms [2021-11-13 01:02:29 main:574] : INFO : Epoch 1990 | loss: 0.0311686 | val_loss: 0.0311646 | Time: 8726.31 ms [2021-11-13 01:02:38 main:574] : INFO : Epoch 1991 | loss: 0.0311701 | val_loss: 0.0311654 | Time: 8747.09 ms [2021-11-13 01:02:48 main:574] : INFO : Epoch 1992 | loss: 0.0311708 | val_loss: 0.0311668 | Time: 8761.34 ms [2021-11-13 01:02:58 main:574] : INFO : Epoch 1993 | loss: 0.0311692 | val_loss: 0.0311704 | Time: 9896.38 ms [2021-11-13 01:03:17 main:574] : INFO : Epoch 1994 | loss: 0.0311708 | val_loss: 0.0311615 | Time: 19224.4 ms [2021-11-13 01:03:27 main:574] : INFO : Epoch 1995 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 8983.34 ms [2021-11-13 01:03:36 main:574] : INFO : Epoch 1996 | loss: 0.0311732 | val_loss: 0.0311689 | Time: 8835.73 ms [2021-11-13 01:03:45 main:574] : INFO : Epoch 1997 | loss: 0.0311685 | val_loss: 0.0311649 | Time: 8744.12 ms [2021-11-13 01:03:55 main:574] : INFO : Epoch 1998 | loss: 0.0311661 | val_loss: 0.0311618 | Time: 8840.55 ms [2021-11-13 01:04:04 main:574] : INFO : Epoch 1999 | loss: 0.0311599 | val_loss: 0.031156 | Time: 8930.57 ms [2021-11-13 01:04:13 main:574] : INFO : Epoch 2000 | loss: 0.0311569 | val_loss: 0.0311529 | Time: 8764.29 ms [2021-11-13 01:04:23 main:574] : INFO : Epoch 2001 | loss: 0.0311542 | val_loss: 0.0311521 | Time: 8841.98 ms [2021-11-13 01:04:32 main:574] : INFO : Epoch 2002 | loss: 0.0311511 | val_loss: 0.0311463 | Time: 8793.64 ms [2021-11-13 01:04:41 main:574] : INFO : Epoch 2003 | loss: 0.0311491 | val_loss: 0.0311462 | Time: 8630.62 ms [2021-11-13 01:04:51 main:574] : INFO : Epoch 2004 | loss: 0.0311468 | val_loss: 0.031146 | Time: 8811.89 ms [2021-11-13 01:05:00 main:574] : INFO : Epoch 2005 | loss: 0.0311455 | val_loss: 0.031139 | Time: 9025.37 ms [2021-11-13 01:05:10 main:574] : INFO : Epoch 2006 | loss: 0.0311395 | val_loss: 0.0311347 | Time: 8809.82 ms [2021-11-13 01:05:19 main:574] : INFO : Epoch 2007 | loss: 0.0311355 | val_loss: 0.0311347 | Time: 8615.86 ms [2021-11-13 01:05:29 main:574] : INFO : Epoch 2008 | loss: 0.0311353 | val_loss: 0.031135 | Time: 8741.55 ms [2021-11-13 01:05:38 main:574] : INFO : Epoch 2009 | loss: 0.0311302 | val_loss: 0.0311281 | Time: 8668.5 ms [2021-11-13 01:05:47 main:574] : INFO : Epoch 2010 | loss: 0.0311239 | val_loss: 0.0311251 | Time: 8557.65 ms [2021-11-13 01:05:56 main:574] : INFO : Epoch 2011 | loss: 0.0311222 | val_loss: 0.0311229 | Time: 8456.87 ms [2021-11-13 01:06:05 main:574] : INFO : Epoch 2012 | loss: 0.0311193 | val_loss: 0.0311292 | Time: 8548.45 ms [2021-11-13 01:06:14 main:574] : INFO : Epoch 2013 | loss: 0.0311199 | val_loss: 0.0311172 | Time: 8510.26 ms [2021-11-13 01:06:23 main:574] : INFO : Epoch 2014 | loss: 0.031117 | val_loss: 0.0311177 | Time: 8483.15 ms [2021-11-13 01:06:32 main:574] : INFO : Epoch 2015 | loss: 0.0311139 | val_loss: 0.031116 | Time: 8419.15 ms [2021-11-13 01:06:41 main:574] : INFO : Epoch 2016 | loss: 0.0311107 | val_loss: 0.0311092 | Time: 8288.24 ms [2021-11-13 01:06:50 main:574] : INFO : Epoch 2017 | loss: 0.0311054 | val_loss: 0.031106 | Time: 8555 ms [2021-11-13 01:06:59 main:574] : INFO : Epoch 2018 | loss: 0.0311058 | val_loss: 0.0311025 | Time: 8436.64 ms [2021-11-13 01:07:08 main:574] : INFO : Epoch 2019 | loss: 0.0311035 | val_loss: 0.031105 | Time: 8459 ms [2021-11-13 01:07:18 main:574] : INFO : Epoch 2020 | loss: 0.0311003 | val_loss: 0.0310978 | Time: 8547.02 ms [2021-11-13 01:07:26 main:574] : INFO : Epoch 2021 | loss: 0.031091 | val_loss: 0.0310922 | Time: 8391.63 ms [2021-11-13 01:07:35 main:574] : INFO : Epoch 2022 | loss: 0.0310897 | val_loss: 0.0310989 | Time: 8292.44 ms [2021-11-13 01:07:44 main:574] : INFO : Epoch 2023 | loss: 0.0310868 | val_loss: 0.0310935 | Time: 8423.73 ms [2021-11-13 01:07:53 main:574] : INFO : Epoch 2024 | loss: 0.0310852 | val_loss: 0.0310938 | Time: 8182.7 ms [2021-11-13 01:08:02 main:574] : INFO : Epoch 2025 | loss: 0.0310807 | val_loss: 0.031081 | Time: 8369.34 ms [2021-11-13 01:08:11 main:574] : INFO : Epoch 2026 | loss: 0.0310758 | val_loss: 0.0310748 | Time: 8460.57 ms [2021-11-13 01:08:20 main:574] : INFO : Epoch 2027 | loss: 0.0310706 | val_loss: 0.0310728 | Time: 8335.09 ms [2021-11-13 01:08:29 main:574] : INFO : Epoch 2028 | loss: 0.0310664 | val_loss: 0.0310699 | Time: 8410.82 ms [2021-11-13 01:08:38 main:574] : INFO : Epoch 2029 | loss: 0.0310637 | val_loss: 0.0310695 | Time: 8122.83 ms [2021-11-13 01:08:47 main:574] : INFO : Epoch 2030 | loss: 0.0310618 | val_loss: 0.0310683 | Time: 8382.05 ms [2021-11-13 01:08:56 main:574] : INFO : Epoch 2031 | loss: 0.0310575 | val_loss: 0.0310641 | Time: 8448.07 ms [2021-11-13 01:09:05 main:574] : INFO : Epoch 2032 | loss: 0.031055 | val_loss: 0.0310608 | Time: 8335.03 ms [2021-11-13 01:09:13 main:574] : INFO : Epoch 2033 | loss: 0.0310523 | val_loss: 0.0310557 | Time: 8214.11 ms [2021-11-13 01:09:22 main:574] : INFO : Epoch 2034 | loss: 0.031047 | val_loss: 0.0310516 | Time: 8250.08 ms [2021-11-13 01:09:31 main:574] : INFO : Epoch 2035 | loss: 0.0310443 | val_loss: 0.0310467 | Time: 8538.88 ms [2021-11-13 01:09:40 main:574] : INFO : Epoch 2036 | loss: 0.0310523 | val_loss: 0.0310639 | Time: 8166.51 ms [2021-11-13 01:09:49 main:574] : INFO : Epoch 2037 | loss: 0.0310674 | val_loss: 0.0310678 | Time: 8227.71 ms [2021-11-13 01:09:57 main:574] : INFO : Epoch 2038 | loss: 0.031067 | val_loss: 0.0310615 | Time: 8294.89 ms [2021-11-13 01:10:06 main:574] : INFO : Epoch 2039 | loss: 0.0310481 | val_loss: 0.0310534 | Time: 8314.36 ms [2021-11-13 01:10:15 main:574] : INFO : Epoch 2040 | loss: 0.0310378 | val_loss: 0.0310479 | Time: 8211.06 ms [2021-11-13 01:10:24 main:574] : INFO : Epoch 2041 | loss: 0.0310326 | val_loss: 0.0310374 | Time: 8069.97 ms [2021-11-13 01:10:32 main:574] : INFO : Epoch 2042 | loss: 0.0310221 | val_loss: 0.0310335 | Time: 8099.6 ms [2021-11-13 01:10:41 main:574] : INFO : Epoch 2043 | loss: 0.0310175 | val_loss: 0.0310241 | Time: 8059.82 ms [2021-11-13 01:10:49 main:574] : INFO : Epoch 2044 | loss: 0.0310076 | val_loss: 0.0310143 | Time: 7986.8 ms [2021-11-13 01:10:58 main:574] : INFO : Epoch 2045 | loss: 0.0310012 | val_loss: 0.0310073 | Time: 8056.92 ms [2021-11-13 01:11:03 main:574] : INFO : Epoch 2046 | loss: 0.0309997 | val_loss: 0.0310048 | Time: 5342.05 ms [2021-11-13 01:11:10 main:574] : INFO : Epoch 2047 | loss: 0.0309929 | val_loss: 0.0310036 | Time: 6426.17 ms [2021-11-13 01:11:20 main:574] : INFO : Epoch 2048 | loss: 0.0309862 | val_loss: 0.0309929 | Time: 8754.88 ms [2021-11-13 01:11:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0309929 [2021-11-13 01:11:20 main:603] : INFO : Saving end state to config to file [2021-11-13 01:11:20 main:608] : INFO : Success, exiting.. 01:11:21 (24832): 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)