Task 5485283
| Name | ParityMachine-1623893593-16504-1_1 |
| Workunit | 3245704 |
| Created | 26 Jun 2021, 19:12:41 UTC |
| Sent | 26 Jun 2021, 19:51:39 UTC |
| Report deadline | 3 Jul 2021, 19:51:39 UTC |
| Received | 3 Jul 2021, 21:00:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7320 |
| Run time | 1 hours 7 min 51 sec |
| CPU time | 1 hours 1 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,031.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> s: 0.0313194 | Time: 1991.23 ms [2021-07-02 23:13:45 main:574] : INFO : Epoch 1740 | loss: 0.0309414 | val_loss: 0.0313732 | Time: 2084.04 ms [2021-07-02 23:13:47 main:574] : INFO : Epoch 1741 | loss: 0.0309731 | val_loss: 0.0313083 | Time: 1893.02 ms [2021-07-02 23:13:49 main:574] : INFO : Epoch 1742 | loss: 0.0309975 | val_loss: 0.0312855 | Time: 2050.23 ms [2021-07-02 23:13:51 main:574] : INFO : Epoch 1743 | loss: 0.0309621 | val_loss: 0.0313284 | Time: 1969.94 ms [2021-07-02 23:13:53 main:574] : INFO : Epoch 1744 | loss: 0.0309503 | val_loss: 0.0313221 | Time: 1939.67 ms [2021-07-02 23:13:55 main:574] : INFO : Epoch 1745 | loss: 0.0309446 | val_loss: 0.0313314 | Time: 1951.15 ms [2021-07-02 23:13:57 main:574] : INFO : Epoch 1746 | loss: 0.0309386 | val_loss: 0.0313795 | Time: 2052.21 ms [2021-07-02 23:13:59 main:574] : INFO : Epoch 1747 | loss: 0.0309542 | val_loss: 0.0313633 | Time: 1979.73 ms [2021-07-02 23:14:01 main:574] : INFO : Epoch 1748 | loss: 0.0309586 | val_loss: 0.0312888 | Time: 1935.54 ms [2021-07-02 23:14:03 main:574] : INFO : Epoch 1749 | loss: 0.030965 | val_loss: 0.0313834 | Time: 1927.49 ms [2021-07-02 23:14:05 main:574] : INFO : Epoch 1750 | loss: 0.0309674 | val_loss: 0.031311 | Time: 1964.78 ms [2021-07-02 23:14:07 main:574] : INFO : Epoch 1751 | loss: 0.0309576 | val_loss: 0.0313273 | Time: 2054.52 ms [2021-07-02 23:14:09 main:574] : INFO : Epoch 1752 | loss: 0.0309575 | val_loss: 0.0313084 | Time: 2055.43 ms [2021-07-02 23:14:11 main:574] : INFO : Epoch 1753 | loss: 0.0309516 | val_loss: 0.0313466 | Time: 2082.08 ms [2021-07-02 23:14:13 main:574] : INFO : Epoch 1754 | loss: 0.030947 | val_loss: 0.0313276 | Time: 1962.74 ms [2021-07-02 23:14:15 main:574] : INFO : Epoch 1755 | loss: 0.0309482 | val_loss: 0.0313073 | Time: 1991.56 ms [2021-07-02 23:14:17 main:574] : INFO : Epoch 1756 | loss: 0.0309414 | val_loss: 0.0313711 | Time: 1940.43 ms [2021-07-02 23:14:19 main:574] : INFO : Epoch 1757 | loss: 0.0309498 | val_loss: 0.0313676 | Time: 1926.42 ms [2021-07-02 23:14:21 main:574] : INFO : Epoch 1758 | loss: 0.0309507 | val_loss: 0.0313446 | Time: 1972.18 ms [2021-07-02 23:14:23 main:574] : INFO : Epoch 1759 | loss: 0.0309493 | val_loss: 0.0313828 | Time: 1960.93 ms [2021-07-02 23:14:25 main:574] : INFO : Epoch 1760 | loss: 0.0309549 | val_loss: 0.0313506 | Time: 1999.67 ms [2021-07-02 23:14:27 main:574] : INFO : Epoch 1761 | loss: 0.030943 | val_loss: 0.0313115 | Time: 1995.09 ms [2021-07-02 23:14:29 main:574] : INFO : Epoch 1762 | loss: 0.0309463 | val_loss: 0.0313526 | Time: 2030.06 ms [2021-07-02 23:14:31 main:574] : INFO : Epoch 1763 | loss: 0.0309453 | val_loss: 0.031325 | Time: 2043.58 ms [2021-07-02 23:14:33 main:574] : INFO : Epoch 1764 | loss: 0.0309643 | val_loss: 0.0313373 | Time: 1780.7 ms [2021-07-02 23:14:35 main:574] : INFO : Epoch 1765 | loss: 0.0309518 | val_loss: 0.0314081 | Time: 1828.65 ms [2021-07-02 23:14:37 main:574] : INFO : Epoch 1766 | loss: 0.0309456 | val_loss: 0.0313633 | Time: 1972.05 ms [2021-07-02 23:14:39 main:574] : INFO : Epoch 1767 | loss: 0.0309378 | val_loss: 0.0313313 | Time: 2124.82 ms [2021-07-02 23:14:41 main:574] : INFO : Epoch 1768 | loss: 0.0309386 | val_loss: 0.0313851 | Time: 2057.41 ms [2021-07-02 23:14:43 main:574] : INFO : Epoch 1769 | loss: 0.0309323 | val_loss: 0.0313391 | Time: 1903.33 ms [2021-07-02 23:14:45 main:574] : INFO : Epoch 1770 | loss: 0.0309444 | val_loss: 0.0313581 | Time: 1965.7 ms [2021-07-02 23:14:47 main:574] : INFO : Epoch 1771 | loss: 0.030941 | val_loss: 0.0313349 | Time: 1980.91 ms [2021-07-02 23:14:49 main:574] : INFO : Epoch 1772 | loss: 0.0309542 | val_loss: 0.0313381 | Time: 1977.94 ms [2021-07-02 23:14:51 main:574] : INFO : Epoch 1773 | loss: 0.0309477 | val_loss: 0.0313789 | Time: 2014.97 ms [2021-07-02 23:14:53 main:574] : INFO : Epoch 1774 | loss: 0.030942 | val_loss: 0.0314022 | Time: 1962.62 ms [2021-07-02 23:14:55 main:574] : INFO : Epoch 1775 | loss: 0.0309384 | val_loss: 0.0313415 | Time: 1904.86 ms [2021-07-02 23:14:57 main:574] : INFO : Epoch 1776 | loss: 0.0309368 | val_loss: 0.0313968 | Time: 2067.28 ms [2021-07-02 23:14:59 main:574] : INFO : Epoch 1777 | loss: 0.0309412 | val_loss: 0.0313931 | Time: 2030.17 ms [2021-07-02 23:15:01 main:574] : INFO : Epoch 1778 | loss: 0.0309356 | val_loss: 0.031341 | Time: 2059.4 ms [2021-07-02 23:15:03 main:574] : INFO : Epoch 1779 | loss: 0.0309394 | val_loss: 0.0313613 | Time: 2047.34 ms [2021-07-02 23:15:05 main:574] : INFO : Epoch 1780 | loss: 0.030957 | val_loss: 0.0313787 | Time: 2123.84 ms [2021-07-02 23:15:07 main:574] : INFO : Epoch 1781 | loss: 0.030957 | val_loss: 0.0312918 | Time: 1967.64 ms [2021-07-02 23:15:09 main:574] : INFO : Epoch 1782 | loss: 0.0309617 | val_loss: 0.0313132 | Time: 1997.59 ms [2021-07-02 23:15:11 main:574] : INFO : Epoch 1783 | loss: 0.0309605 | val_loss: 0.0313098 | Time: 1978 ms [2021-07-02 23:15:13 main:574] : INFO : Epoch 1784 | loss: 0.0309466 | val_loss: 0.0313328 | Time: 1763.52 ms [2021-07-02 23:15:15 main:574] : INFO : Epoch 1785 | loss: 0.0309389 | val_loss: 0.0313579 | Time: 1953.52 ms [2021-07-02 23:15:17 main:574] : INFO : Epoch 1786 | loss: 0.0309474 | val_loss: 0.0313561 | Time: 2063.97 ms [2021-07-02 23:15:19 main:574] : INFO : Epoch 1787 | loss: 0.0309598 | val_loss: 0.0313277 | Time: 2108.43 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 SUPER) [2021-07-02 23:16:31 main:435] : INFO : Set logging level to 1 [2021-07-02 23:16:31 main:441] : INFO : Running in BOINC Client mode [2021-07-02 23:16:31 main:444] : INFO : Resolving all filenames [2021-07-02 23:16:31 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-02 23:16:31 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1_1_r366232172_1 (exists = 1) [2021-07-02 23:16:31 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1_1_r366232172_0 (exists = 0) [2021-07-02 23:16:31 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1 (exists = 1) [2021-07-02 23:16:31 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-02 23:16:31 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-02 23:16:31 main:474] : INFO : Configuration: [2021-07-02 23:16:31 main:475] : INFO : Model type: GRU [2021-07-02 23:16:31 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-02 23:16:31 main:477] : INFO : Max Epochs: 2048 [2021-07-02 23:16:31 main:478] : INFO : Batch Size: 128 [2021-07-02 23:16:31 main:479] : INFO : Learning Rate: 0.01 [2021-07-02 23:16:31 main:480] : INFO : Patience: 10 [2021-07-02 23:16:31 main:481] : INFO : Hidden Width: 12 [2021-07-02 23:16:31 main:482] : INFO : # Recurrent Layers: 4 [2021-07-02 23:16:31 main:483] : INFO : # Backend Layers: 4 [2021-07-02 23:16:31 main:484] : INFO : # Threads: 1 [2021-07-02 23:16:31 main:486] : INFO : Preparing Dataset [2021-07-02 23:16:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-02 23:16:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-02 23:16:34 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-02 23:16:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-02 23:16:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-02 23:16:34 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-02 23:16:34 main:494] : INFO : Creating Model [2021-07-02 23:16:34 main:507] : INFO : Preparing config file [2021-07-02 23:16:34 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-02 23:16:34 main:512] : INFO : Loading config [2021-07-02 23:16:34 main:514] : INFO : Loading state [2021-07-02 23:16:36 main:559] : INFO : Loading DataLoader into Memory [2021-07-02 23:16:36 main:562] : INFO : Starting Training [2021-07-02 23:16:39 main:574] : INFO : Epoch 1764 | loss: 0.0310563 | val_loss: 0.0313373 | Time: 2860.02 ms [2021-07-02 23:16:41 main:574] : INFO : Epoch 1765 | loss: 0.0309827 | val_loss: 0.0313425 | Time: 1963.44 ms [2021-07-02 23:16:42 main:574] : INFO : Epoch 1766 | loss: 0.0309544 | val_loss: 0.0313527 | Time: 1860.68 ms [2021-07-02 23:16:45 main:574] : INFO : Epoch 1767 | loss: 0.030951 | val_loss: 0.0313258 | Time: 2036.1 ms [2021-07-02 23:16:47 main:574] : INFO : Epoch 1768 | loss: 0.0309567 | val_loss: 0.0313428 | Time: 1968.26 ms [2021-07-02 23:16:48 main:574] : INFO : Epoch 1769 | loss: 0.0309419 | val_loss: 0.0313562 | Time: 1923.09 ms [2021-07-02 23:16:51 main:574] : INFO : Epoch 1770 | loss: 0.0309415 | val_loss: 0.0313169 | Time: 2104.58 ms [2021-07-02 23:16:53 main:574] : INFO : Epoch 1771 | loss: 0.0309378 | val_loss: 0.0313573 | Time: 1985.27 ms [2021-07-02 23:16:55 main:574] : INFO : Epoch 1772 | loss: 0.0309516 | val_loss: 0.0313775 | Time: 2096.85 ms [2021-07-02 23:16:57 main:574] : INFO : Epoch 1773 | loss: 0.0309685 | val_loss: 0.0313698 | Time: 1906.7 ms [2021-07-02 23:16:59 main:574] : INFO : Epoch 1774 | loss: 0.0309619 | val_loss: 0.0313148 | Time: 2177.57 ms [2021-07-02 23:17:01 main:574] : INFO : Epoch 1775 | loss: 0.0309562 | val_loss: 0.0313632 | Time: 2005.66 ms [2021-07-02 23:17:03 main:574] : INFO : Epoch 1776 | loss: 0.0309659 | val_loss: 0.0313129 | Time: 2080.73 ms [2021-07-02 23:17:05 main:574] : INFO : Epoch 1777 | loss: 0.0309697 | val_loss: 0.0313303 | Time: 2010.52 ms [2021-07-02 23:17:07 main:574] : INFO : Epoch 1778 | loss: 0.0309609 | val_loss: 0.0313603 | Time: 1902.42 ms [2021-07-02 23:17:09 main:574] : INFO : Epoch 1779 | loss: 0.0309484 | val_loss: 0.0313431 | Time: 1939.63 ms [2021-07-02 23:17:11 main:574] : INFO : Epoch 1780 | loss: 0.0309408 | val_loss: 0.0313727 | Time: 1899.95 ms [2021-07-02 23:17:13 main:574] : INFO : Epoch 1781 | loss: 0.0309358 | val_loss: 0.0314005 | Time: 1967.38 ms [2021-07-02 23:17:15 main:574] : INFO : Epoch 1782 | loss: 0.0309386 | val_loss: 0.0313185 | Time: 2125.73 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 SUPER) [2021-07-02 23:33:20 main:435] : INFO : Set logging level to 1 [2021-07-02 23:33:20 main:441] : INFO : Running in BOINC Client mode [2021-07-02 23:33:20 main:444] : INFO : Resolving all filenames [2021-07-02 23:33:20 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-02 23:33:20 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1_1_r366232172_1 (exists = 1) [2021-07-02 23:33:20 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1_1_r366232172_0 (exists = 0) [2021-07-02 23:33:20 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1 (exists = 1) [2021-07-02 23:33:20 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-02 23:33:20 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-02 23:33:20 main:474] : INFO : Configuration: [2021-07-02 23:33:20 main:475] : INFO : Model type: GRU [2021-07-02 23:33:20 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-02 23:33:20 main:477] : INFO : Max Epochs: 2048 [2021-07-02 23:33:20 main:478] : INFO : Batch Size: 128 [2021-07-02 23:33:20 main:479] : INFO : Learning Rate: 0.01 [2021-07-02 23:33:20 main:480] : INFO : Patience: 10 [2021-07-02 23:33:20 main:481] : INFO : Hidden Width: 12 [2021-07-02 23:33:20 main:482] : INFO : # Recurrent Layers: 4 [2021-07-02 23:33:20 main:483] : INFO : # Backend Layers: 4 [2021-07-02 23:33:20 main:484] : INFO : # Threads: 1 [2021-07-02 23:33:20 main:486] : INFO : Preparing Dataset [2021-07-02 23:33:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-02 23:33:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-02 23:33:23 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-02 23:33:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-02 23:33:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-02 23:33:23 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-02 23:33:23 main:494] : INFO : Creating Model [2021-07-02 23:33:23 main:507] : INFO : Preparing config file [2021-07-02 23:33:23 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-02 23:33:23 main:512] : INFO : Loading config [2021-07-02 23:33:23 main:514] : INFO : Loading state [2021-07-02 23:33:26 main:559] : INFO : Loading DataLoader into Memory [2021-07-02 23:33:26 main:562] : INFO : Starting Training [2021-07-02 23:33:29 main:574] : INFO : Epoch 1764 | loss: 0.0310492 | val_loss: 0.0312758 | Time: 2730.29 ms [2021-07-02 23:33:31 main:574] : INFO : Epoch 1765 | loss: 0.0309799 | val_loss: 0.0313609 | Time: 2012.38 ms [2021-07-02 23:33:33 main:574] : INFO : Epoch 1766 | loss: 0.0309581 | val_loss: 0.0313654 | Time: 2073.24 ms [2021-07-02 23:33:35 main:574] : INFO : Epoch 1767 | loss: 0.0309463 | val_loss: 0.0313444 | Time: 2020.2 ms [2021-07-02 23:33:37 main:574] : INFO : Epoch 1768 | loss: 0.0309421 | val_loss: 0.0313584 | Time: 2010.39 ms [2021-07-02 23:33:39 main:574] : INFO : Epoch 1769 | loss: 0.0309446 | val_loss: 0.0313396 | Time: 1974.84 ms [2021-07-02 23:33:41 main:574] : INFO : Epoch 1770 | loss: 0.0309476 | val_loss: 0.03139 | Time: 1980.92 ms [2021-07-02 23:33:43 main:574] : INFO : Epoch 1771 | loss: 0.0309396 | val_loss: 0.0313021 | Time: 2091.28 ms [2021-07-02 23:33:45 main:574] : INFO : Epoch 1772 | loss: 0.030954 | val_loss: 0.0313375 | Time: 2149.3 ms [2021-07-02 23:33:47 main:574] : INFO : Epoch 1773 | loss: 0.0309546 | val_loss: 0.0313769 | Time: 2135.56 ms [2021-07-02 23:33:50 main:574] : INFO : Epoch 1774 | loss: 0.0309479 | val_loss: 0.0313578 | Time: 2150.21 ms [2021-07-02 23:33:52 main:574] : INFO : Epoch 1775 | loss: 0.0309466 | val_loss: 0.0313721 | Time: 2085.47 ms [2021-07-02 23:33:54 main:574] : INFO : Epoch 1776 | loss: 0.0309498 | val_loss: 0.0313762 | Time: 2036.11 ms [2021-07-02 23:33:56 main:574] : INFO : Epoch 1777 | loss: 0.0309412 | val_loss: 0.0313464 | Time: 2116.44 ms [2021-07-02 23:33:58 main:574] : INFO : Epoch 1778 | loss: 0.0309345 | val_loss: 0.0313213 | Time: 2100.69 ms [2021-07-02 23:34:00 main:574] : INFO : Epoch 1779 | loss: 0.0309444 | val_loss: 0.0313392 | Time: 1999.09 ms [2021-07-02 23:34:02 main:574] : INFO : Epoch 1780 | loss: 0.030944 | val_loss: 0.0313666 | Time: 1998.9 ms [2021-07-02 23:34:04 main:574] : INFO : Epoch 1781 | loss: 0.0309426 | val_loss: 0.0313678 | Time: 2075.91 ms [2021-07-02 23:34:06 main:574] : INFO : Epoch 1782 | loss: 0.0309417 | val_loss: 0.0313409 | Time: 2073.5 ms [2021-07-02 23:34:08 main:574] : INFO : Epoch 1783 | loss: 0.0309477 | val_loss: 0.0313922 | Time: 2116.75 ms [2021-07-02 23:34:10 main:574] : INFO : Epoch 1784 | loss: 0.0309549 | val_loss: 0.0313653 | Time: 2006.08 ms [2021-07-02 23:34:12 main:574] : INFO : Epoch 1785 | loss: 0.0309531 | val_loss: 0.0313517 | Time: 2054.02 ms [2021-07-02 23:34:14 main:574] : INFO : Epoch 1786 | loss: 0.03094 | val_loss: 0.0313458 | Time: 1944.72 ms [2021-07-02 23:34:16 main:574] : INFO : Epoch 1787 | loss: 0.0309356 | val_loss: 0.031348 | Time: 2095.39 ms [2021-07-02 23:34:19 main:574] : INFO : Epoch 1788 | loss: 0.0309392 | val_loss: 0.0313794 | Time: 2152.76 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 SUPER) [2021-07-03 08:09:32 main:435] : INFO : Set logging level to 1 [2021-07-03 08:09:32 main:441] : INFO : Running in BOINC Client mode [2021-07-03 08:09:32 main:444] : INFO : Resolving all filenames [2021-07-03 08:09:32 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-03 08:09:32 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1_1_r366232172_1 (exists = 1) [2021-07-03 08:09:32 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1_1_r366232172_0 (exists = 0) [2021-07-03 08:09:32 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1 (exists = 1) [2021-07-03 08:09:32 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-03 08:09:32 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-03 08:09:32 main:474] : INFO : Configuration: [2021-07-03 08:09:32 main:475] : INFO : Model type: GRU [2021-07-03 08:09:32 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-03 08:09:32 main:477] : INFO : Max Epochs: 2048 [2021-07-03 08:09:32 main:478] : INFO : Batch Size: 128 [2021-07-03 08:09:32 main:479] : INFO : Learning Rate: 0.01 [2021-07-03 08:09:32 main:480] : INFO : Patience: 10 [2021-07-03 08:09:32 main:481] : INFO : Hidden Width: 12 [2021-07-03 08:09:32 main:482] : INFO : # Recurrent Layers: 4 [2021-07-03 08:09:32 main:483] : INFO : # Backend Layers: 4 [2021-07-03 08:09:32 main:484] : INFO : # Threads: 1 [2021-07-03 08:09:32 main:486] : INFO : Preparing Dataset [2021-07-03 08:09:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-03 08:09:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-03 08:09:36 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-03 08:09:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-03 08:09:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-03 08:09:36 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-03 08:09:36 main:494] : INFO : Creating Model [2021-07-03 08:09:36 main:507] : INFO : Preparing config file [2021-07-03 08:09:36 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-03 08:09:36 main:512] : INFO : Loading config [2021-07-03 08:09:36 main:514] : INFO : Loading state [2021-07-03 08:09:38 main:559] : INFO : Loading DataLoader into Memory [2021-07-03 08:09:39 main:562] : INFO : Starting Training [2021-07-03 08:09:41 main:574] : INFO : Epoch 1764 | loss: 0.0310528 | val_loss: 0.0313226 | Time: 2877.93 ms [2021-07-03 08:09:44 main:574] : INFO : Epoch 1765 | loss: 0.0309768 | val_loss: 0.0314079 | Time: 2111.05 ms [2021-07-03 08:09:46 main:574] : INFO : Epoch 1766 | loss: 0.0309561 | val_loss: 0.0313202 | Time: 2133.77 ms [2021-07-03 08:09:48 main:574] : INFO : Epoch 1767 | loss: 0.0309484 | val_loss: 0.0313413 | Time: 2043.73 ms [2021-07-03 08:09:50 main:574] : INFO : Epoch 1768 | loss: 0.0309564 | val_loss: 0.0313642 | Time: 1996.14 ms [2021-07-03 08:09:52 main:574] : INFO : Epoch 1769 | loss: 0.0309527 | val_loss: 0.0313773 | Time: 1989.41 ms [2021-07-03 08:09:54 main:574] : INFO : Epoch 1770 | loss: 0.0309492 | val_loss: 0.0313346 | Time: 2121.12 ms [2021-07-03 08:09:56 main:574] : INFO : Epoch 1771 | loss: 0.0309464 | val_loss: 0.0313825 | Time: 2212.02 ms [2021-07-03 08:09:58 main:574] : INFO : Epoch 1772 | loss: 0.0309382 | val_loss: 0.031334 | Time: 2198.58 ms [2021-07-03 08:10:00 main:574] : INFO : Epoch 1773 | loss: 0.030946 | val_loss: 0.0313379 | Time: 2115.81 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 SUPER) [2021-07-03 08:19:52 main:435] : INFO : Set logging level to 1 [2021-07-03 08:19:52 main:441] : INFO : Running in BOINC Client mode [2021-07-03 08:19:52 main:444] : INFO : Resolving all filenames [2021-07-03 08:19:52 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-03 08:19:52 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1_1_r366232172_1 (exists = 1) [2021-07-03 08:19:52 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1_1_r366232172_0 (exists = 0) [2021-07-03 08:19:52 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893593-16504-1 (exists = 1) [2021-07-03 08:19:52 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-03 08:19:52 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-03 08:19:52 main:474] : INFO : Configuration: [2021-07-03 08:19:52 main:475] : INFO : Model type: GRU [2021-07-03 08:19:52 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-03 08:19:52 main:477] : INFO : Max Epochs: 2048 [2021-07-03 08:19:52 main:478] : INFO : Batch Size: 128 [2021-07-03 08:19:52 main:479] : INFO : Learning Rate: 0.01 [2021-07-03 08:19:52 main:480] : INFO : Patience: 10 [2021-07-03 08:19:52 main:481] : INFO : Hidden Width: 12 [2021-07-03 08:19:52 main:482] : INFO : # Recurrent Layers: 4 [2021-07-03 08:19:52 main:483] : INFO : # Backend Layers: 4 [2021-07-03 08:19:52 main:484] : INFO : # Threads: 1 [2021-07-03 08:19:52 main:486] : INFO : Preparing Dataset [2021-07-03 08:19:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-03 08:19:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-03 08:19:59 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-03 08:19:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-03 08:20:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-03 08:20:00 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-03 08:20:00 main:494] : INFO : Creating Model [2021-07-03 08:20:00 main:507] : INFO : Preparing config file [2021-07-03 08:20:00 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-03 08:20:00 main:512] : INFO : Loading config [2021-07-03 08:20:00 main:514] : INFO : Loading state [2021-07-03 08:20:06 main:559] : INFO : Loading DataLoader into Memory [2021-07-03 08:20:06 main:562] : INFO : Starting Training [2021-07-03 08:20:09 main:574] : INFO : Epoch 1764 | loss: 0.0310703 | val_loss: 0.0313649 | Time: 2680.46 ms [2021-07-03 08:20:11 main:574] : INFO : Epoch 1765 | loss: 0.0309827 | val_loss: 0.0313652 | Time: 1928.22 ms [2021-07-03 08:20:13 main:574] : INFO : Epoch 1766 | loss: 0.0309556 | val_loss: 0.0313349 | Time: 1949.27 ms [2021-07-03 08:20:15 main:574] : INFO : Epoch 1767 | loss: 0.0309474 | val_loss: 0.0313441 | Time: 2012.64 ms [2021-07-03 08:20:17 main:574] : INFO : Epoch 1768 | loss: 0.0309518 | val_loss: 0.0312837 | Time: 1861.72 ms [2021-07-03 08:20:19 main:574] : INFO : Epoch 1769 | loss: 0.0309472 | val_loss: 0.0313402 | Time: 1909.08 ms [2021-07-03 08:20:21 main:574] : INFO : Epoch 1770 | loss: 0.0309531 | val_loss: 0.0313562 | Time: 1914.77 ms [2021-07-03 08:20:22 main:574] : INFO : Epoch 1771 | loss: 0.0309459 | val_loss: 0.0313647 | Time: 1856.49 ms [2021-07-03 08:20:24 main:574] : INFO : Epoch 1772 | loss: 0.0309463 | val_loss: 0.0313081 | Time: 1964.71 ms [2021-07-03 08:20:26 main:574] : INFO : Epoch 1773 | loss: 0.030957 | val_loss: 0.0313825 | Time: 1932.59 ms [2021-07-03 08:20:28 main:574] : INFO : Epoch 1774 | loss: 0.0309456 | val_loss: 0.0313394 | Time: 1823.66 ms [2021-07-03 08:20:30 main:574] : INFO : Epoch 1775 | loss: 0.0309638 | val_loss: 0.0313074 | Time: 1842.03 ms [2021-07-03 08:20:32 main:574] : INFO : Epoch 1776 | loss: 0.0309707 | val_loss: 0.0313503 | Time: 1861.02 ms [2021-07-03 08:20:34 main:574] : INFO : Epoch 1777 | loss: 0.0309458 | val_loss: 0.0313621 | Time: 2051.51 ms [2021-07-03 08:20:36 main:574] : INFO : Epoch 1778 | loss: 0.0309442 | val_loss: 0.0313752 | Time: 2002.92 ms [2021-07-03 08:20:38 main:574] : INFO : Epoch 1779 | loss: 0.0309471 | val_loss: 0.0313229 | Time: 1860.69 ms [2021-07-03 08:20:40 main:574] : INFO : Epoch 1780 | loss: 0.0309607 | val_loss: 0.0312928 | Time: 1865.77 ms [2021-07-03 08:20:42 main:574] : INFO : Epoch 1781 | loss: 0.0309606 | val_loss: 0.0312962 | Time: 1864.65 ms [2021-07-03 08:20:43 main:574] : INFO : Epoch 1782 | loss: 0.0309547 | val_loss: 0.0313111 | Time: 1862.97 ms [2021-07-03 08:20:45 main:574] : INFO : Epoch 1783 | loss: 0.0309614 | val_loss: 0.0312956 | Time: 1848.45 ms [2021-07-03 08:20:47 main:574] : INFO : Epoch 1784 | loss: 0.0309717 | val_loss: 0.031301 | Time: 1912.4 ms [2021-07-03 08:20:49 main:574] : INFO : Epoch 1785 | loss: 0.0309585 | val_loss: 0.0313528 | Time: 1992.55 ms [2021-07-03 08:20:51 main:574] : INFO : Epoch 1786 | loss: 0.0309497 | val_loss: 0.0313567 | Time: 1917.97 ms [2021-07-03 08:20:53 main:574] : INFO : Epoch 1787 | loss: 0.0309659 | val_loss: 0.0313272 | Time: 1909.27 ms [2021-07-03 08:20:55 main:574] : INFO : Epoch 1788 | loss: 0.030952 | val_loss: 0.0313166 | Time: 1806.47 ms [2021-07-03 08:20:57 main:574] : INFO : Epoch 1789 | loss: 0.0309368 | val_loss: 0.0313734 | Time: 1888.85 ms [2021-07-03 08:20:59 main:574] : INFO : Epoch 1790 | loss: 0.0309356 | val_loss: 0.0312849 | Time: 2031.83 ms [2021-07-03 08:21:01 main:574] : INFO : Epoch 1791 | loss: 0.0309452 | val_loss: 0.0313508 | Time: 1918.66 ms [2021-07-03 08:21:03 main:574] : INFO : Epoch 1792 | loss: 0.0309509 | val_loss: 0.0313223 | Time: 1862.47 ms [2021-07-03 08:21:04 main:574] : INFO : Epoch 1793 | loss: 0.0309511 | val_loss: 0.0313375 | Time: 1840.04 ms [2021-07-03 08:21:06 main:574] : INFO : Epoch 1794 | loss: 0.0309527 | val_loss: 0.031337 | Time: 1899.56 ms [2021-07-03 08:21:08 main:574] : INFO : Epoch 1795 | loss: 0.0309394 | val_loss: 0.0313761 | Time: 1867.41 ms [2021-07-03 08:21:10 main:574] : INFO : Epoch 1796 | loss: 0.0309274 | val_loss: 0.0313654 | Time: 1886.92 ms [2021-07-03 08:21:12 main:574] : INFO : Epoch 1797 | loss: 0.0309487 | val_loss: 0.0313513 | Time: 1911.22 ms [2021-07-03 08:21:14 main:574] : INFO : Epoch 1798 | loss: 0.0309386 | val_loss: 0.0313646 | Time: 2056.31 ms [2021-07-03 08:21:16 main:574] : INFO : Epoch 1799 | loss: 0.0309397 | val_loss: 0.0313565 | Time: 1982.31 ms [2021-07-03 08:21:18 main:574] : INFO : Epoch 1800 | loss: 0.030944 | val_loss: 0.0313688 | Time: 1968.27 ms [2021-07-03 08:21:20 main:574] : INFO : Epoch 1801 | loss: 0.0309433 | val_loss: 0.0313686 | Time: 1936.61 ms [2021-07-03 08:21:22 main:574] : INFO : Epoch 1802 | loss: 0.0309405 | val_loss: 0.0314186 | Time: 1857.18 ms [2021-07-03 08:21:24 main:574] : INFO : Epoch 1803 | loss: 0.030959 | val_loss: 0.0313711 | Time: 1818.65 ms [2021-07-03 08:21:26 main:574] : INFO : Epoch 1804 | loss: 0.0309502 | val_loss: 0.0313788 | Time: 1894.87 ms [2021-07-03 08:21:28 main:574] : INFO : Epoch 1805 | loss: 0.0309526 | val_loss: 0.0313424 | Time: 1873.7 ms [2021-07-03 08:21:29 main:574] : INFO : Epoch 1806 | loss: 0.030956 | val_loss: 0.0313925 | Time: 1868.46 ms [2021-07-03 08:21:31 main:574] : INFO : Epoch 1807 | loss: 0.0309563 | val_loss: 0.0313587 | Time: 2018.21 ms [2021-07-03 08:21:33 main:574] : INFO : Epoch 1808 | loss: 0.0309642 | val_loss: 0.0313578 | Time: 1934.13 ms [2021-07-03 08:21:35 main:574] : INFO : Epoch 1809 | loss: 0.0309895 | val_loss: 0.031335 | Time: 2035.76 ms [2021-07-03 08:21:38 main:574] : INFO : Epoch 1810 | loss: 0.0309581 | val_loss: 0.0313477 | Time: 2063.21 ms [2021-07-03 08:21:39 main:574] : INFO : Epoch 1811 | loss: 0.0309385 | val_loss: 0.0313388 | Time: 1941.01 ms [2021-07-03 08:21:41 main:574] : INFO : Epoch 1812 | loss: 0.0309431 | val_loss: 0.0313748 | Time: 1854.3 ms [2021-07-03 08:21:43 main:574] : INFO : Epoch 1813 | loss: 0.030942 | val_loss: 0.0313814 | Time: 1871.28 ms [2021-07-03 08:21:45 main:574] : INFO : Epoch 1814 | loss: 0.0309326 | val_loss: 0.0313388 | Time: 1857.66 ms [2021-07-03 08:21:47 main:574] : INFO : Epoch 1815 | loss: 0.0309892 | val_loss: 0.0313163 | Time: 1820.54 ms [2021-07-03 08:21:49 main:574] : INFO : Epoch 1816 | loss: 0.0310097 | val_loss: 0.0313107 | Time: 1858.31 ms [2021-07-03 08:21:51 main:574] : INFO : Epoch 1817 | loss: 0.0309703 | val_loss: 0.0313441 | Time: 1855 ms [2021-07-03 08:21:53 main:574] : INFO : Epoch 1818 | loss: 0.0309472 | val_loss: 0.0313252 | Time: 1923.58 ms [2021-07-03 08:21:55 main:574] : INFO : Epoch 1819 | loss: 0.0309493 | val_loss: 0.0313353 | Time: 2121.94 ms [2021-07-03 08:21:57 main:574] : INFO : Epoch 1820 | loss: 0.0309399 | val_loss: 0.0313549 | Time: 2089.44 ms [2021-07-03 08:21:59 main:574] : INFO : Epoch 1821 | loss: 0.0309398 | val_loss: 0.0313918 | Time: 2070.47 ms [2021-07-03 08:22:01 main:574] : INFO : Epoch 1822 | loss: 0.0309317 | val_loss: 0.0313433 | Time: 2086.3 ms [2021-07-03 08:22:03 main:574] : INFO : Epoch 1823 | loss: 0.0309452 | val_loss: 0.031383 | Time: 1805.42 ms [2021-07-03 08:22:05 main:574] : INFO : Epoch 1824 | loss: 0.0309466 | val_loss: 0.0313592 | Time: 1855.19 ms [2021-07-03 08:22:07 main:574] : INFO : Epoch 1825 | loss: 0.0309385 | val_loss: 0.0313229 | Time: 1839.49 ms [2021-07-03 08:22:08 main:574] : INFO : Epoch 1826 | loss: 0.0309588 | val_loss: 0.0313143 | Time: 1857.55 ms [2021-07-03 08:22:10 main:574] : INFO : Epoch 1827 | loss: 0.0309467 | val_loss: 0.0313613 | Time: 1868.11 ms [2021-07-03 08:22:12 main:574] : INFO : Epoch 1828 | loss: 0.0309371 | val_loss: 0.0313278 | Time: 1876.69 ms [2021-07-03 08:22:14 main:574] : INFO : Epoch 1829 | loss: 0.0309299 | val_loss: 0.0313242 | Time: 1916.29 ms [2021-07-03 08:22:16 main:574] : INFO : Epoch 1830 | loss: 0.0309424 | val_loss: 0.0313741 | Time: 1994.24 ms [2021-07-03 08:22:18 main:574] : INFO : Epoch 1831 | loss: 0.0309502 | val_loss: 0.0313192 | Time: 1933.39 ms [2021-07-03 08:22:20 main:574] : INFO : Epoch 1832 | loss: 0.0309502 | val_loss: 0.0313697 | Time: 1924.75 ms [2021-07-03 08:22:22 main:574] : INFO : Epoch 1833 | loss: 0.0309423 | val_loss: 0.0313401 | Time: 1940.03 ms [2021-07-03 08:22:24 main:574] : INFO : Epoch 1834 | loss: 0.0309482 | val_loss: 0.0313684 | Time: 1857.61 ms [2021-07-03 08:22:26 main:574] : INFO : Epoch 1835 | loss: 0.0309464 | val_loss: 0.0313608 | Time: 1918.49 ms [2021-07-03 08:22:28 main:574] : INFO : Epoch 1836 | loss: 0.0309481 | val_loss: 0.031362 | Time: 1901.45 ms [2021-07-03 08:22:30 main:574] : INFO : Epoch 1837 | loss: 0.0309611 | val_loss: 0.031307 | Time: 1945.55 ms [2021-07-03 08:22:31 main:574] : INFO : Epoch 1838 | loss: 0.0309707 | val_loss: 0.0313226 | Time: 1803.85 ms [2021-07-03 08:22:33 main:574] : INFO : Epoch 1839 | loss: 0.0309616 | val_loss: 0.0313788 | Time: 1892.64 ms [2021-07-03 08:22:35 main:574] : INFO : Epoch 1840 | loss: 0.0309678 | val_loss: 0.0313307 | Time: 1932.12 ms [2021-07-03 08:22:37 main:574] : INFO : Epoch 1841 | loss: 0.0309477 | val_loss: 0.0313374 | Time: 1865.73 ms [2021-07-03 08:22:39 main:574] : INFO : Epoch 1842 | loss: 0.0309378 | val_loss: 0.0313195 | Time: 1904.96 ms [2021-07-03 08:22:41 main:574] : INFO : Epoch 1843 | loss: 0.0309577 | val_loss: 0.0313241 | Time: 1902.64 ms [2021-07-03 08:22:43 main:574] : INFO : Epoch 1844 | loss: 0.0309495 | val_loss: 0.0313229 | Time: 2026.92 ms [2021-07-03 08:22:45 main:574] : INFO : Epoch 1845 | loss: 0.0309425 | val_loss: 0.0313721 | Time: 1975.44 ms [2021-07-03 08:22:47 main:574] : INFO : Epoch 1846 | loss: 0.0309336 | val_loss: 0.0313716 | Time: 1917.12 ms [2021-07-03 08:22:49 main:574] : INFO : Epoch 1847 | loss: 0.0309303 | val_loss: 0.0313734 | Time: 1898.53 ms [2021-07-03 08:22:51 main:574] : INFO : Epoch 1848 | loss: 0.0309305 | val_loss: 0.0313079 | Time: 2002.25 ms [2021-07-03 08:22:53 main:574] : INFO : Epoch 1849 | loss: 0.0309335 | val_loss: 0.031347 | Time: 1843.29 ms [2021-07-03 08:22:54 main:574] : INFO : Epoch 1850 | loss: 0.0309446 | val_loss: 0.0313559 | Time: 1795.41 ms [2021-07-03 08:22:56 main:574] : INFO : Epoch 1851 | loss: 0.0309557 | val_loss: 0.0314303 | Time: 1884.26 ms [2021-07-03 08:22:58 main:574] : INFO : Epoch 1852 | loss: 0.0309605 | val_loss: 0.0313944 | Time: 1909.93 ms [2021-07-03 08:23:00 main:574] : INFO : Epoch 1853 | loss: 0.0309556 | val_loss: 0.0313827 | Time: 1957.26 ms [2021-07-03 08:23:02 main:574] : INFO : Epoch 1854 | loss: 0.0309349 | val_loss: 0.0313779 | Time: 1937.04 ms [2021-07-03 08:23:04 main:574] : INFO : Epoch 1855 | loss: 0.0309471 | val_loss: 0.0313042 | Time: 1855.09 ms [2021-07-03 08:23:06 main:574] : INFO : Epoch 1856 | loss: 0.0309482 | val_loss: 0.0313858 | Time: 1886.88 ms [2021-07-03 08:23:08 main:574] : INFO : Epoch 1857 | loss: 0.0309374 | val_loss: 0.0313819 | Time: 2073.09 ms [2021-07-03 08:23:10 main:574] : INFO : Epoch 1858 | loss: 0.0309383 | val_loss: 0.0313435 | Time: 1930.01 ms [2021-07-03 08:23:12 main:574] : INFO : Epoch 1859 | loss: 0.0309336 | val_loss: 0.0313362 | Time: 1867.4 ms [2021-07-03 08:23:14 main:574] : INFO : Epoch 1860 | loss: 0.0309514 | val_loss: 0.0313904 | Time: 1854.59 ms [2021-07-03 08:23:16 main:574] : INFO : Epoch 1861 | loss: 0.0309512 | val_loss: 0.0313866 | Time: 1866.2 ms [2021-07-03 08:23:17 main:574] : INFO : Epoch 1862 | loss: 0.0309536 | val_loss: 0.031287 | Time: 1872.64 ms [2021-07-03 08:23:19 main:574] : INFO : Epoch 1863 | loss: 0.0309708 | val_loss: 0.03133 | Time: 1832.82 ms [2021-07-03 08:23:21 main:574] : INFO : Epoch 1864 | loss: 0.0309537 | val_loss: 0.031376 | Time: 1981.55 ms [2021-07-03 08:23:23 main:574] : INFO : Epoch 1865 | loss: 0.0309377 | val_loss: 0.0313577 | Time: 2004.96 ms [2021-07-03 08:23:25 main:574] : INFO : Epoch 1866 | loss: 0.0309366 | val_loss: 0.0313691 | Time: 2076.2 ms [2021-07-03 08:23:27 main:574] : INFO : Epoch 1867 | loss: 0.0309357 | val_loss: 0.0313568 | Time: 1922.17 ms [2021-07-03 08:23:29 main:574] : INFO : Epoch 1868 | loss: 0.0309377 | val_loss: 0.0313244 | Time: 1881.95 ms [2021-07-03 08:23:31 main:574] : INFO : Epoch 1869 | loss: 0.0309564 | val_loss: 0.0313696 | Time: 1925.44 ms [2021-07-03 08:23:33 main:574] : INFO : Epoch 1870 | loss: 0.0309527 | val_loss: 0.0313912 | Time: 1857.35 ms [2021-07-03 08:23:35 main:574] : INFO : Epoch 1871 | loss: 0.0309541 | val_loss: 0.0313187 | Time: 1819.77 ms [2021-07-03 08:23:37 main:574] : INFO : Epoch 1872 | loss: 0.0309687 | val_loss: 0.0313222 | Time: 1887.89 ms [2021-07-03 08:23:39 main:574] : INFO : Epoch 1873 | loss: 0.0309514 | val_loss: 0.0313148 | Time: 1834.95 ms [2021-07-03 08:23:40 main:574] : INFO : Epoch 1874 | loss: 0.0309691 | val_loss: 0.031363 | Time: 1840.93 ms [2021-07-03 08:23:42 main:574] : INFO : Epoch 1875 | loss: 0.0309549 | val_loss: 0.0313689 | Time: 2051.3 ms [2021-07-03 08:23:45 main:574] : INFO : Epoch 1876 | loss: 0.0309449 | val_loss: 0.0313785 | Time: 2033.33 ms [2021-07-03 08:23:47 main:574] : INFO : Epoch 1877 | loss: 0.0309416 | val_loss: 0.0313901 | Time: 2023.71 ms [2021-07-03 08:23:48 main:574] : INFO : Epoch 1878 | loss: 0.0309465 | val_loss: 0.0313441 | Time: 1918.36 ms [2021-07-03 08:23:50 main:574] : INFO : Epoch 1879 | loss: 0.0309497 | val_loss: 0.0313699 | Time: 1957.55 ms [2021-07-03 08:23:52 main:574] : INFO : Epoch 1880 | loss: 0.0309423 | val_loss: 0.0313713 | Time: 1811.28 ms [2021-07-03 08:23:54 main:574] : INFO : Epoch 1881 | loss: 0.0309354 | val_loss: 0.0313675 | Time: 1865.64 ms [2021-07-03 08:23:56 main:574] : INFO : Epoch 1882 | loss: 0.0309361 | val_loss: 0.0313293 | Time: 1859.67 ms [2021-07-03 08:23:58 main:574] : INFO : Epoch 1883 | loss: 0.0309303 | val_loss: 0.0313788 | Time: 1867.47 ms [2021-07-03 08:24:00 main:574] : INFO : Epoch 1884 | loss: 0.0309325 | val_loss: 0.0313353 | Time: 1913.9 ms [2021-07-03 08:24:02 main:574] : INFO : Epoch 1885 | loss: 0.0309787 | val_loss: 0.0312879 | Time: 1810.22 ms [2021-07-03 08:24:04 main:574] : INFO : Epoch 1886 | loss: 0.0310457 | val_loss: 0.0312805 | Time: 1868.27 ms [2021-07-03 08:24:05 main:574] : INFO : Epoch 1887 | loss: 0.031004 | val_loss: 0.0313173 | Time: 1903.43 ms [2021-07-03 08:24:07 main:574] : INFO : Epoch 1888 | loss: 0.0309752 | val_loss: 0.0313453 | Time: 1898.41 ms [2021-07-03 08:24:09 main:574] : INFO : Epoch 1889 | loss: 0.0309605 | val_loss: 0.0313568 | Time: 1950.33 ms [2021-07-03 08:24:11 main:574] : INFO : Epoch 1890 | loss: 0.0309443 | val_loss: 0.0313614 | Time: 1980.76 ms [2021-07-03 08:24:13 main:574] : INFO : Epoch 1891 | loss: 0.0309389 | val_loss: 0.0313296 | Time: 1874.85 ms [2021-07-03 08:24:15 main:574] : INFO : Epoch 1892 | loss: 0.0309512 | val_loss: 0.0313591 | Time: 1875.83 ms [2021-07-03 08:24:17 main:574] : INFO : Epoch 1893 | loss: 0.030949 | val_loss: 0.0314002 | Time: 1878.22 ms [2021-07-03 08:24:19 main:574] : INFO : Epoch 1894 | loss: 0.0309463 | val_loss: 0.0313809 | Time: 1820.93 ms [2021-07-03 08:24:21 main:574] : INFO : Epoch 1895 | loss: 0.0309371 | val_loss: 0.0313915 | Time: 1883.99 ms [2021-07-03 08:24:22 main:574] : INFO : Epoch 1896 | loss: 0.0309521 | val_loss: 0.0313339 | Time: 1814.12 ms [2021-07-03 08:24:24 main:574] : INFO : Epoch 1897 | loss: 0.0309433 | val_loss: 0.0313666 | Time: 1802.41 ms [2021-07-03 08:24:26 main:574] : INFO : Epoch 1898 | loss: 0.0309439 | val_loss: 0.0313402 | Time: 1902.23 ms [2021-07-03 08:24:28 main:574] : INFO : Epoch 1899 | loss: 0.0309546 | val_loss: 0.0313388 | Time: 1988.74 ms [2021-07-03 08:24:30 main:574] : INFO : Epoch 1900 | loss: 0.0309484 | val_loss: 0.0313561 | Time: 1945.73 ms [2021-07-03 08:24:32 main:574] : INFO : Epoch 1901 | loss: 0.0309421 | val_loss: 0.0313495 | Time: 1911.25 ms [2021-07-03 08:24:34 main:574] : INFO : Epoch 1902 | loss: 0.0309453 | val_loss: 0.0313146 | Time: 1938.31 ms [2021-07-03 08:24:36 main:574] : INFO : Epoch 1903 | loss: 0.0309511 | val_loss: 0.0313284 | Time: 1967.83 ms [2021-07-03 08:24:38 main:574] : INFO : Epoch 1904 | loss: 0.0309654 | val_loss: 0.0313698 | Time: 1888.13 ms [2021-07-03 08:24:40 main:574] : INFO : Epoch 1905 | loss: 0.0309444 | val_loss: 0.0313732 | Time: 1975.73 ms [2021-07-03 08:24:42 main:574] : INFO : Epoch 1906 | loss: 0.0309379 | val_loss: 0.0313436 | Time: 1926.75 ms [2021-07-03 08:24:44 main:574] : INFO : Epoch 1907 | loss: 0.030936 | val_loss: 0.0313383 | Time: 1881.33 ms [2021-07-03 08:24:46 main:574] : INFO : Epoch 1908 | loss: 0.0309376 | val_loss: 0.0313611 | Time: 1916.43 ms [2021-07-03 08:24:47 main:574] : INFO : Epoch 1909 | loss: 0.0309469 | val_loss: 0.0313466 | Time: 1906.08 ms [2021-07-03 08:24:49 main:574] : INFO : Epoch 1910 | loss: 0.0309447 | val_loss: 0.0313734 | Time: 1791.61 ms [2021-07-03 08:24:51 main:574] : INFO : Epoch 1911 | loss: 0.0309547 | val_loss: 0.0313923 | Time: 1892.11 ms [2021-07-03 08:24:53 main:574] : INFO : Epoch 1912 | loss: 0.0309548 | val_loss: 0.0313256 | Time: 1909.56 ms [2021-07-03 08:24:55 main:574] : INFO : Epoch 1913 | loss: 0.030945 | val_loss: 0.0313538 | Time: 1911.57 ms [2021-07-03 08:24:57 main:574] : INFO : Epoch 1914 | loss: 0.030937 | val_loss: 0.0313951 | Time: 1956.55 ms [2021-07-03 08:24:59 main:574] : INFO : Epoch 1915 | loss: 0.0309342 | val_loss: 0.0313923 | Time: 1953.24 ms [2021-07-03 08:25:01 main:574] : INFO : Epoch 1916 | loss: 0.0309286 | val_loss: 0.0313774 | Time: 1888.93 ms [2021-07-03 08:25:03 main:574] : INFO : Epoch 1917 | loss: 0.0309578 | val_loss: 0.0313315 | Time: 1948.04 ms [2021-07-03 08:25:05 main:574] : INFO : Epoch 1918 | loss: 0.0309619 | val_loss: 0.0313133 | Time: 1894.51 ms [2021-07-03 08:25:07 main:574] : INFO : Epoch 1919 | loss: 0.0309626 | val_loss: 0.031314 | Time: 1991.06 ms [2021-07-03 08:25:09 main:574] : INFO : Epoch 1920 | loss: 0.0309563 | val_loss: 0.0313338 | Time: 1955.45 ms [2021-07-03 08:25:11 main:574] : INFO : Epoch 1921 | loss: 0.0309441 | val_loss: 0.03137 | Time: 1867.81 ms [2021-07-03 08:25:12 main:574] : INFO : Epoch 1922 | loss: 0.0309356 | val_loss: 0.0313473 | Time: 1792.23 ms [2021-07-03 08:25:14 main:574] : INFO : Epoch 1923 | loss: 0.0309516 | val_loss: 0.0313226 | Time: 1853.11 ms [2021-07-03 08:25:16 main:574] : INFO : Epoch 1924 | loss: 0.0309485 | val_loss: 0.0313322 | Time: 1904.38 ms [2021-07-03 08:25:18 main:574] : INFO : Epoch 1925 | loss: 0.03094 | val_loss: 0.0313439 | Time: 1860.75 ms [2021-07-03 08:25:20 main:574] : INFO : Epoch 1926 | loss: 0.0309383 | val_loss: 0.0313963 | Time: 1906.16 ms [2021-07-03 08:25:22 main:574] : INFO : Epoch 1927 | loss: 0.0309468 | val_loss: 0.0314099 | Time: 1953.21 ms [2021-07-03 08:25:24 main:574] : INFO : Epoch 1928 | loss: 0.0309427 | val_loss: 0.0313972 | Time: 1853.28 ms [2021-07-03 08:25:26 main:574] : INFO : Epoch 1929 | loss: 0.0309466 | val_loss: 0.0313582 | Time: 1840.39 ms [2021-07-03 08:25:28 main:574] : INFO : Epoch 1930 | loss: 0.0309426 | val_loss: 0.0313383 | Time: 1967.23 ms [2021-07-03 08:25:29 main:574] : INFO : Epoch 1931 | loss: 0.0309408 | val_loss: 0.0314173 | Time: 1851.75 ms [2021-07-03 08:25:31 main:574] : INFO : Epoch 1932 | loss: 0.0309477 | val_loss: 0.0313374 | Time: 1941.65 ms [2021-07-03 08:25:33 main:574] : INFO : Epoch 1933 | loss: 0.0309506 | val_loss: 0.0313476 | Time: 1868.17 ms [2021-07-03 08:25:35 main:574] : INFO : Epoch 1934 | loss: 0.0309353 | val_loss: 0.0313631 | Time: 1867.48 ms [2021-07-03 08:25:37 main:574] : INFO : Epoch 1935 | loss: 0.0309412 | val_loss: 0.0313208 | Time: 1904.8 ms [2021-07-03 08:25:39 main:574] : INFO : Epoch 1936 | loss: 0.0309353 | val_loss: 0.0313671 | Time: 1966.16 ms [2021-07-03 08:25:41 main:574] : INFO : Epoch 1937 | loss: 0.0309384 | val_loss: 0.0313738 | Time: 1816.36 ms [2021-07-03 08:25:43 main:574] : INFO : Epoch 1938 | loss: 0.0309354 | val_loss: 0.031347 | Time: 1817.89 ms [2021-07-03 08:25:44 main:574] : INFO : Epoch 1939 | loss: 0.0309476 | val_loss: 0.0313309 | Time: 1834.57 ms [2021-07-03 08:25:46 main:574] : INFO : Epoch 1940 | loss: 0.0309892 | val_loss: 0.0312111 | Time: 1835.43 ms [2021-07-03 08:25:48 main:574] : INFO : Epoch 1941 | loss: 0.0310683 | val_loss: 0.0312996 | Time: 2001.97 ms [2021-07-03 08:25:50 main:574] : INFO : Epoch 1942 | loss: 0.0310093 | val_loss: 0.0313064 | Time: 2084.04 ms [2021-07-03 08:25:53 main:574] : INFO : Epoch 1943 | loss: 0.0309673 | val_loss: 0.0313322 | Time: 2182.99 ms [2021-07-03 08:25:55 main:574] : INFO : Epoch 1944 | loss: 0.0309536 | val_loss: 0.0313323 | Time: 2042.58 ms [2021-07-03 08:25:57 main:574] : INFO : Epoch 1945 | loss: 0.0309386 | val_loss: 0.0313784 | Time: 2037.4 ms [2021-07-03 08:25:59 main:574] : INFO : Epoch 1946 | loss: 0.0309371 | val_loss: 0.0313589 | Time: 2004.63 ms [2021-07-03 08:26:01 main:574] : INFO : Epoch 1947 | loss: 0.0309301 | val_loss: 0.0313659 | Time: 2003.58 ms [2021-07-03 08:26:03 main:574] : INFO : Epoch 1948 | loss: 0.0309498 | val_loss: 0.0313327 | Time: 1947.85 ms [2021-07-03 08:26:05 main:574] : INFO : Epoch 1949 | loss: 0.0309492 | val_loss: 0.0313341 | Time: 2049.6 ms [2021-07-03 08:26:07 main:574] : INFO : Epoch 1950 | loss: 0.0309491 | val_loss: 0.0313403 | Time: 1938.63 ms [2021-07-03 08:26:09 main:574] : INFO : Epoch 1951 | loss: 0.0309449 | val_loss: 0.0313405 | Time: 1939.86 ms [2021-07-03 08:26:11 main:574] : INFO : Epoch 1952 | loss: 0.0309559 | val_loss: 0.0314059 | Time: 2063.27 ms [2021-07-03 08:26:13 main:574] : INFO : Epoch 1953 | loss: 0.0309588 | val_loss: 0.0313763 | Time: 2063.87 ms [2021-07-03 08:26:15 main:574] : INFO : Epoch 1954 | loss: 0.0309585 | val_loss: 0.0313457 | Time: 2132.83 ms [2021-07-03 08:26:17 main:574] : INFO : Epoch 1955 | loss: 0.0309468 | val_loss: 0.0313249 | Time: 2003.22 ms [2021-07-03 08:26:19 main:574] : INFO : Epoch 1956 | loss: 0.030948 | val_loss: 0.0313117 | Time: 2145.42 ms [2021-07-03 08:26:21 main:574] : INFO : Epoch 1957 | loss: 0.0309446 | val_loss: 0.0313326 | Time: 2040.42 ms [2021-07-03 08:26:23 main:574] : INFO : Epoch 1958 | loss: 0.0309439 | val_loss: 0.03136 | Time: 2086.23 ms [2021-07-03 08:26:25 main:574] : INFO : Epoch 1959 | loss: 0.0309437 | val_loss: 0.0313485 | Time: 2072.2 ms [2021-07-03 08:26:27 main:574] : INFO : Epoch 1960 | loss: 0.0309588 | val_loss: 0.0313286 | Time: 2077.75 ms [2021-07-03 08:26:30 main:574] : INFO : Epoch 1961 | loss: 0.0309699 | val_loss: 0.0312889 | Time: 2068.13 ms [2021-07-03 08:26:32 main:574] : INFO : Epoch 1962 | loss: 0.0309472 | val_loss: 0.0313415 | Time: 2069.31 ms [2021-07-03 08:26:34 main:574] : INFO : Epoch 1963 | loss: 0.0309445 | val_loss: 0.0313632 | Time: 2162.95 ms [2021-07-03 08:26:36 main:574] : INFO : Epoch 1964 | loss: 0.0309374 | val_loss: 0.0313602 | Time: 2032.39 ms [2021-07-03 08:26:38 main:574] : INFO : Epoch 1965 | loss: 0.0309386 | val_loss: 0.0313057 | Time: 2017.42 ms [2021-07-03 08:26:40 main:574] : INFO : Epoch 1966 | loss: 0.0309419 | val_loss: 0.0313848 | Time: 2006.99 ms [2021-07-03 08:26:42 main:574] : INFO : Epoch 1967 | loss: 0.0309604 | val_loss: 0.0314006 | Time: 2056.93 ms [2021-07-03 08:26:44 main:574] : INFO : Epoch 1968 | loss: 0.0309641 | val_loss: 0.0313746 | Time: 2148.39 ms [2021-07-03 08:26:46 main:574] : INFO : Epoch 1969 | loss: 0.0309417 | val_loss: 0.0313243 | Time: 2160.87 ms [2021-07-03 08:26:48 main:574] : INFO : Epoch 1970 | loss: 0.0309295 | val_loss: 0.0314149 | Time: 2106.5 ms [2021-07-03 08:26:51 main:574] : INFO : Epoch 1971 | loss: 0.030935 | val_loss: 0.0313866 | Time: 2109.75 ms [2021-07-03 08:26:53 main:574] : INFO : Epoch 1972 | loss: 0.0309423 | val_loss: 0.0313253 | Time: 2154.24 ms [2021-07-03 08:26:55 main:574] : INFO : Epoch 1973 | loss: 0.0309395 | val_loss: 0.0313586 | Time: 2187.5 ms [2021-07-03 08:26:57 main:574] : INFO : Epoch 1974 | loss: 0.030936 | val_loss: 0.0313478 | Time: 2038.87 ms [2021-07-03 08:26:59 main:574] : INFO : Epoch 1975 | loss: 0.0309367 | val_loss: 0.0313221 | Time: 1942.21 ms [2021-07-03 08:27:01 main:574] : INFO : Epoch 1976 | loss: 0.030942 | val_loss: 0.0313982 | Time: 1983.54 ms [2021-07-03 08:27:03 main:574] : INFO : Epoch 1977 | loss: 0.0309489 | val_loss: 0.0314087 | Time: 2076.36 ms [2021-07-03 08:27:05 main:574] : INFO : Epoch 1978 | loss: 0.0309412 | val_loss: 0.0313849 | Time: 2175.91 ms [2021-07-03 08:27:07 main:574] : INFO : Epoch 1979 | loss: 0.030943 | val_loss: 0.0313383 | Time: 2044.57 ms [2021-07-03 08:27:09 main:574] : INFO : Epoch 1980 | loss: 0.0309386 | val_loss: 0.0314074 | Time: 1894.65 ms [2021-07-03 08:27:11 main:574] : INFO : Epoch 1981 | loss: 0.0309506 | val_loss: 0.0313408 | Time: 1895.41 ms [2021-07-03 08:27:13 main:574] : INFO : Epoch 1982 | loss: 0.0309497 | val_loss: 0.0313551 | Time: 1863.2 ms [2021-07-03 08:27:15 main:574] : INFO : Epoch 1983 | loss: 0.0309448 | val_loss: 0.0313792 | Time: 1871.77 ms [2021-07-03 08:27:17 main:574] : INFO : Epoch 1984 | loss: 0.0309353 | val_loss: 0.0314675 | Time: 1900.02 ms [2021-07-03 08:27:19 main:574] : INFO : Epoch 1985 | loss: 0.0309399 | val_loss: 0.0313087 | Time: 1833.27 ms [2021-07-03 08:27:21 main:574] : INFO : Epoch 1986 | loss: 0.0309502 | val_loss: 0.0313167 | Time: 1904.95 ms [2021-07-03 08:27:22 main:574] : INFO : Epoch 1987 | loss: 0.0309553 | val_loss: 0.0313638 | Time: 1831.79 ms [2021-07-03 08:27:24 main:574] : INFO : Epoch 1988 | loss: 0.0309494 | val_loss: 0.031438 | Time: 1836.56 ms [2021-07-03 08:27:26 main:574] : INFO : Epoch 1989 | loss: 0.0309499 | val_loss: 0.0313094 | Time: 1881.86 ms [2021-07-03 08:27:28 main:574] : INFO : Epoch 1990 | loss: 0.0309783 | val_loss: 0.0313459 | Time: 1940.25 ms [2021-07-03 08:27:30 main:574] : INFO : Epoch 1991 | loss: 0.0309454 | val_loss: 0.031342 | Time: 1951.29 ms [2021-07-03 08:27:32 main:574] : INFO : Epoch 1992 | loss: 0.0309446 | val_loss: 0.0313768 | Time: 1966.82 ms [2021-07-03 08:27:34 main:574] : INFO : Epoch 1993 | loss: 0.0309418 | val_loss: 0.0313585 | Time: 1880.6 ms [2021-07-03 08:27:36 main:574] : INFO : Epoch 1994 | loss: 0.0309423 | val_loss: 0.0313629 | Time: 1842.85 ms [2021-07-03 08:27:38 main:574] : INFO : Epoch 1995 | loss: 0.0309532 | val_loss: 0.0313664 | Time: 1853.15 ms [2021-07-03 08:27:39 main:574] : INFO : Epoch 1996 | loss: 0.0309358 | val_loss: 0.0313516 | Time: 1858.74 ms [2021-07-03 08:27:41 main:574] : INFO : Epoch 1997 | loss: 0.0309481 | val_loss: 0.0313366 | Time: 1901.56 ms [2021-07-03 08:27:43 main:574] : INFO : Epoch 1998 | loss: 0.0309533 | val_loss: 0.0313435 | Time: 1915.24 ms [2021-07-03 08:27:45 main:574] : INFO : Epoch 1999 | loss: 0.030966 | val_loss: 0.0313473 | Time: 1860.64 ms [2021-07-03 08:27:47 main:574] : INFO : Epoch 2000 | loss: 0.030955 | val_loss: 0.0313604 | Time: 1857.89 ms [2021-07-03 08:27:49 main:574] : INFO : Epoch 2001 | loss: 0.0309369 | val_loss: 0.0313359 | Time: 1903.63 ms [2021-07-03 08:27:51 main:574] : INFO : Epoch 2002 | loss: 0.0309422 | val_loss: 0.0314005 | Time: 1893.86 ms [2021-07-03 08:27:53 main:574] : INFO : Epoch 2003 | loss: 0.0309492 | val_loss: 0.0314333 | Time: 1946.62 ms [2021-07-03 08:27:55 main:574] : INFO : Epoch 2004 | loss: 0.0309332 | val_loss: 0.0313952 | Time: 1892.93 ms [2021-07-03 08:27:57 main:574] : INFO : Epoch 2005 | loss: 0.0309409 | val_loss: 0.0313204 | Time: 1929.63 ms [2021-07-03 08:27:58 main:574] : INFO : Epoch 2006 | loss: 0.0310085 | val_loss: 0.0313649 | Time: 1831.38 ms [2021-07-03 08:28:00 main:574] : INFO : Epoch 2007 | loss: 0.0309962 | val_loss: 0.0313714 | Time: 1861.27 ms [2021-07-03 08:28:02 main:574] : INFO : Epoch 2008 | loss: 0.0309596 | val_loss: 0.031347 | Time: 1868.52 ms [2021-07-03 08:28:04 main:574] : INFO : Epoch 2009 | loss: 0.0309452 | val_loss: 0.0313763 | Time: 1840.12 ms [2021-07-03 08:28:06 main:574] : INFO : Epoch 2010 | loss: 0.0309523 | val_loss: 0.0313704 | Time: 1866 ms [2021-07-03 08:28:08 main:574] : INFO : Epoch 2011 | loss: 0.030942 | val_loss: 0.0314239 | Time: 1825.64 ms [2021-07-03 08:28:10 main:574] : INFO : Epoch 2012 | loss: 0.0309449 | val_loss: 0.0313581 | Time: 1889.33 ms [2021-07-03 08:28:12 main:574] : INFO : Epoch 2013 | loss: 0.0309474 | val_loss: 0.0313537 | Time: 1979.59 ms [2021-07-03 08:28:14 main:574] : INFO : Epoch 2014 | loss: 0.0309374 | val_loss: 0.0313881 | Time: 1889.98 ms [2021-07-03 08:28:15 main:574] : INFO : Epoch 2015 | loss: 0.0309391 | val_loss: 0.0313524 | Time: 1919.39 ms [2021-07-03 08:28:17 main:574] : INFO : Epoch 2016 | loss: 0.0309467 | val_loss: 0.0313719 | Time: 2006.16 ms [2021-07-03 08:28:19 main:574] : INFO : Epoch 2017 | loss: 0.0309488 | val_loss: 0.0313174 | Time: 1878.49 ms [2021-07-03 08:28:21 main:574] : INFO : Epoch 2018 | loss: 0.0309481 | val_loss: 0.0313301 | Time: 1878.82 ms [2021-07-03 08:28:23 main:574] : INFO : Epoch 2019 | loss: 0.0309377 | val_loss: 0.0313252 | Time: 1840.12 ms [2021-07-03 08:28:25 main:574] : INFO : Epoch 2020 | loss: 0.0309565 | val_loss: 0.031318 | Time: 1809.39 ms [2021-07-03 08:28:27 main:574] : INFO : Epoch 2021 | loss: 0.0309531 | val_loss: 0.0313431 | Time: 1868.69 ms [2021-07-03 08:28:29 main:574] : INFO : Epoch 2022 | loss: 0.0309476 | val_loss: 0.0313473 | Time: 1872.74 ms [2021-07-03 08:28:31 main:574] : INFO : Epoch 2023 | loss: 0.0309428 | val_loss: 0.0313935 | Time: 1945.14 ms [2021-07-03 08:28:32 main:574] : INFO : Epoch 2024 | loss: 0.0309453 | val_loss: 0.0313301 | Time: 1921.48 ms [2021-07-03 08:28:34 main:574] : INFO : Epoch 2025 | loss: 0.0309507 | val_loss: 0.0313064 | Time: 1879.22 ms [2021-07-03 08:28:36 main:574] : INFO : Epoch 2026 | loss: 0.0309597 | val_loss: 0.0313832 | Time: 1846.77 ms [2021-07-03 08:28:38 main:574] : INFO : Epoch 2027 | loss: 0.0309755 | val_loss: 0.031303 | Time: 1878.63 ms [2021-07-03 08:28:40 main:574] : INFO : Epoch 2028 | loss: 0.0309604 | val_loss: 0.0313614 | Time: 1850.5 ms [2021-07-03 08:28:42 main:574] : INFO : Epoch 2029 | loss: 0.0309531 | val_loss: 0.0313645 | Time: 1870.52 ms [2021-07-03 08:28:44 main:574] : INFO : Epoch 2030 | loss: 0.0309421 | val_loss: 0.0313383 | Time: 1821.94 ms [2021-07-03 08:28:46 main:574] : INFO : Epoch 2031 | loss: 0.030945 | val_loss: 0.0313451 | Time: 1837.81 ms [2021-07-03 08:28:47 main:574] : INFO : Epoch 2032 | loss: 0.0309595 | val_loss: 0.031327 | Time: 1894.47 ms [2021-07-03 08:28:49 main:574] : INFO : Epoch 2033 | loss: 0.0309414 | val_loss: 0.0313646 | Time: 1885.77 ms [2021-07-03 08:28:51 main:574] : INFO : Epoch 2034 | loss: 0.0309457 | val_loss: 0.0313536 | Time: 1876.81 ms [2021-07-03 08:28:53 main:574] : INFO : Epoch 2035 | loss: 0.0309674 | val_loss: 0.0313543 | Time: 1818.36 ms [2021-07-03 08:28:55 main:574] : INFO : Epoch 2036 | loss: 0.0309564 | val_loss: 0.0313064 | Time: 1923.29 ms [2021-07-03 08:28:57 main:574] : INFO : Epoch 2037 | loss: 0.0309579 | val_loss: 0.0313416 | Time: 1913.62 ms [2021-07-03 08:28:59 main:574] : INFO : Epoch 2038 | loss: 0.0309504 | val_loss: 0.0313536 | Time: 1950.28 ms [2021-07-03 08:29:01 main:574] : INFO : Epoch 2039 | loss: 0.0309554 | val_loss: 0.0314194 | Time: 2039.9 ms [2021-07-03 08:29:03 main:574] : INFO : Epoch 2040 | loss: 0.0309357 | val_loss: 0.0313627 | Time: 1935.63 ms [2021-07-03 08:29:05 main:574] : INFO : Epoch 2041 | loss: 0.030942 | val_loss: 0.0313353 | Time: 1863.05 ms [2021-07-03 08:29:07 main:574] : INFO : Epoch 2042 | loss: 0.030948 | val_loss: 0.031334 | Time: 1903.98 ms [2021-07-03 08:29:08 main:574] : INFO : Epoch 2043 | loss: 0.030935 | val_loss: 0.0313598 | Time: 1840.43 ms [2021-07-03 08:29:10 main:574] : INFO : Epoch 2044 | loss: 0.0309387 | val_loss: 0.031359 | Time: 1820.56 ms [2021-07-03 08:29:12 main:574] : INFO : Epoch 2045 | loss: 0.0309346 | val_loss: 0.0313877 | Time: 1868.52 ms [2021-07-03 08:29:14 main:574] : INFO : Epoch 2046 | loss: 0.0309392 | val_loss: 0.0314282 | Time: 1977.86 ms [2021-07-03 08:29:16 main:574] : INFO : Epoch 2047 | loss: 0.0309381 | val_loss: 0.0313379 | Time: 1976.27 ms [2021-07-03 08:29:18 main:574] : INFO : Epoch 2048 | loss: 0.0309354 | val_loss: 0.0313516 | Time: 1904.03 ms [2021-07-03 08:29:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313516 [2021-07-03 08:29:18 main:603] : INFO : Saving end state to config to file [2021-07-03 08:29:18 main:608] : INFO : Success, exiting.. 08:29:18 (16404): 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)