Task 6818598
| Name | ParityMachine-1627978141-27622-2_0 |
| Workunit | 4551565 |
| Created | 23 Aug 2021, 7:34:29 UTC |
| Sent | 26 Aug 2021, 22:16:34 UTC |
| Report deadline | 2 Sep 2021, 22:16:34 UTC |
| Received | 27 Aug 2021, 19:53:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13621 |
| Run time | 40 min 55 sec |
| CPU time | 40 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1-08-27 19:56:10 main:574] : INFO : Epoch 1700 | loss: 0.0311604 | val_loss: 0.0311647 | Time: 1185.24 ms [2021-08-27 19:56:11 main:574] : INFO : Epoch 1701 | loss: 0.0311622 | val_loss: 0.0311646 | Time: 1179.23 ms [2021-08-27 19:56:12 main:574] : INFO : Epoch 1702 | loss: 0.0311607 | val_loss: 0.0311653 | Time: 1167.39 ms [2021-08-27 19:56:13 main:574] : INFO : Epoch 1703 | loss: 0.0311596 | val_loss: 0.0311633 | Time: 1172.56 ms [2021-08-27 19:56:15 main:574] : INFO : Epoch 1704 | loss: 0.0311589 | val_loss: 0.0311635 | Time: 1170.67 ms [2021-08-27 19:56:16 main:574] : INFO : Epoch 1705 | loss: 0.0311593 | val_loss: 0.0311645 | Time: 1166.73 ms [2021-08-27 19:56:17 main:574] : INFO : Epoch 1706 | loss: 0.0311589 | val_loss: 0.0311641 | Time: 1168.18 ms [2021-08-27 19:56:18 main:574] : INFO : Epoch 1707 | loss: 0.0311589 | val_loss: 0.0311654 | Time: 1175.87 ms [2021-08-27 19:56:19 main:574] : INFO : Epoch 1708 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 1172.13 ms [2021-08-27 19:56:20 main:574] : INFO : Epoch 1709 | loss: 0.0311585 | val_loss: 0.0311653 | Time: 1169.25 ms [2021-08-27 19:56:22 main:574] : INFO : Epoch 1710 | loss: 0.0311587 | val_loss: 0.0311659 | Time: 1173.2 ms [2021-08-27 19:56:23 main:574] : INFO : Epoch 1711 | loss: 0.0311592 | val_loss: 0.0311648 | Time: 1167.61 ms [2021-08-27 19:56:24 main:574] : INFO : Epoch 1712 | loss: 0.0311601 | val_loss: 0.0311647 | Time: 1167.36 ms [2021-08-27 19:56:25 main:574] : INFO : Epoch 1713 | loss: 0.0311592 | val_loss: 0.0311666 | Time: 1163.01 ms [2021-08-27 19:56:26 main:574] : INFO : Epoch 1714 | loss: 0.0311597 | val_loss: 0.0311664 | Time: 1177.7 ms [2021-08-27 19:56:27 main:574] : INFO : Epoch 1715 | loss: 0.0311599 | val_loss: 0.0311669 | Time: 1165.76 ms [2021-08-27 19:56:29 main:574] : INFO : Epoch 1716 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 1182.92 ms [2021-08-27 19:56:30 main:574] : INFO : Epoch 1717 | loss: 0.0311599 | val_loss: 0.0311686 | Time: 1191.78 ms [2021-08-27 19:56:31 main:574] : INFO : Epoch 1718 | loss: 0.0311604 | val_loss: 0.0311676 | Time: 1207.22 ms [2021-08-27 19:56:32 main:574] : INFO : Epoch 1719 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 1218.99 ms [2021-08-27 19:56:34 main:574] : INFO : Epoch 1720 | loss: 0.0311619 | val_loss: 0.0311686 | Time: 1218.5 ms [2021-08-27 19:56:35 main:574] : INFO : Epoch 1721 | loss: 0.0311611 | val_loss: 0.0311687 | Time: 1210.07 ms [2021-08-27 19:56:36 main:574] : INFO : Epoch 1722 | loss: 0.0311601 | val_loss: 0.031168 | Time: 1201 ms [2021-08-27 19:56:37 main:574] : INFO : Epoch 1723 | loss: 0.031159 | val_loss: 0.0311674 | Time: 1208.33 ms [2021-08-27 19:56:38 main:574] : INFO : Epoch 1724 | loss: 0.0311587 | val_loss: 0.0311669 | Time: 1186.96 ms [2021-08-27 19:56:40 main:574] : INFO : Epoch 1725 | loss: 0.0311586 | val_loss: 0.031167 | Time: 1178.98 ms [2021-08-27 19:56:41 main:574] : INFO : Epoch 1726 | loss: 0.0311587 | val_loss: 0.0311656 | Time: 1204.45 ms [2021-08-27 19:56:42 main:574] : INFO : Epoch 1727 | loss: 0.0311584 | val_loss: 0.0311658 | Time: 1188.77 ms [2021-08-27 19:56:43 main:574] : INFO : Epoch 1728 | loss: 0.0311584 | val_loss: 0.0311655 | Time: 1206.41 ms [2021-08-27 19:56:44 main:574] : INFO : Epoch 1729 | loss: 0.0311613 | val_loss: 0.031165 | Time: 1177.94 ms [2021-08-27 19:56:46 main:574] : INFO : Epoch 1730 | loss: 0.0311629 | val_loss: 0.0311657 | Time: 1175.04 ms [2021-08-27 19:56:47 main:574] : INFO : Epoch 1731 | loss: 0.0311636 | val_loss: 0.0311639 | Time: 1186.33 ms [2021-08-27 19:56:48 main:574] : INFO : Epoch 1732 | loss: 0.0311629 | val_loss: 0.0311657 | Time: 1217.5 ms [2021-08-27 19:56:49 main:574] : INFO : Epoch 1733 | loss: 0.0311617 | val_loss: 0.0311642 | Time: 1191.33 ms [2021-08-27 19:56:50 main:574] : INFO : Epoch 1734 | loss: 0.0311613 | val_loss: 0.031169 | Time: 1196.28 ms [2021-08-27 19:56:52 main:574] : INFO : Epoch 1735 | loss: 0.0311621 | val_loss: 0.0311656 | Time: 1198.79 ms [2021-08-27 19:56:53 main:574] : INFO : Epoch 1736 | loss: 0.0311603 | val_loss: 0.0311669 | Time: 1202.17 ms [2021-08-27 19:56:54 main:574] : INFO : Epoch 1737 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 1182.87 ms [2021-08-27 19:56:55 main:574] : INFO : Epoch 1738 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 1195.41 ms [2021-08-27 19:56:56 main:574] : INFO : Epoch 1739 | loss: 0.0311603 | val_loss: 0.0311655 | Time: 1184.29 ms [2021-08-27 19:56:58 main:574] : INFO : Epoch 1740 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 1185.61 ms [2021-08-27 19:56:59 main:574] : INFO : Epoch 1741 | loss: 0.0311594 | val_loss: 0.0311649 | Time: 1190.61 ms [2021-08-27 19:57:00 main:574] : INFO : Epoch 1742 | loss: 0.0311589 | val_loss: 0.0311648 | Time: 1191.92 ms [2021-08-27 19:57:01 main:574] : INFO : Epoch 1743 | loss: 0.031159 | val_loss: 0.0311658 | Time: 1193.27 ms [2021-08-27 19:57:02 main:574] : INFO : Epoch 1744 | loss: 0.0311597 | val_loss: 0.0311795 | Time: 1207.58 ms [2021-08-27 19:57:04 main:574] : INFO : Epoch 1745 | loss: 0.0311621 | val_loss: 0.0311668 | Time: 1190.27 ms [2021-08-27 19:57:05 main:574] : INFO : Epoch 1746 | loss: 0.0311577 | val_loss: 0.0311667 | Time: 1186.78 ms [2021-08-27 19:57:06 main:574] : INFO : Epoch 1747 | loss: 0.0311583 | val_loss: 0.0311648 | Time: 1193.75 ms [2021-08-27 19:57:07 main:574] : INFO : Epoch 1748 | loss: 0.031158 | val_loss: 0.0311644 | Time: 1183.49 ms [2021-08-27 19:57:08 main:574] : INFO : Epoch 1749 | loss: 0.0311578 | val_loss: 0.0311657 | Time: 1193.24 ms [2021-08-27 19:57:10 main:574] : INFO : Epoch 1750 | loss: 0.0311576 | val_loss: 0.0311651 | Time: 1209.32 ms [2021-08-27 19:57:11 main:574] : INFO : Epoch 1751 | loss: 0.031157 | val_loss: 0.0311654 | Time: 1188.46 ms [2021-08-27 19:57:12 main:574] : INFO : Epoch 1752 | loss: 0.0311578 | val_loss: 0.0311668 | Time: 1181.02 ms [2021-08-27 19:57:13 main:574] : INFO : Epoch 1753 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 1185.88 ms [2021-08-27 19:57:14 main:574] : INFO : Epoch 1754 | loss: 0.0311592 | val_loss: 0.0311685 | Time: 1177.28 ms [2021-08-27 19:57:16 main:574] : INFO : Epoch 1755 | loss: 0.0311569 | val_loss: 0.0311643 | Time: 1184.04 ms [2021-08-27 19:57:17 main:574] : INFO : Epoch 1756 | loss: 0.0311562 | val_loss: 0.031165 | Time: 1193.35 ms [2021-08-27 19:57:18 main:574] : INFO : Epoch 1757 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 1199.22 ms [2021-08-27 19:57:19 main:574] : INFO : Epoch 1758 | loss: 0.0311561 | val_loss: 0.0311657 | Time: 1226.13 ms [2021-08-27 19:57:20 main:574] : INFO : Epoch 1759 | loss: 0.0311556 | val_loss: 0.0311646 | Time: 1227.01 ms [2021-08-27 19:57:22 main:574] : INFO : Epoch 1760 | loss: 0.031157 | val_loss: 0.0311649 | Time: 1187.42 ms [2021-08-27 19:57:23 main:574] : INFO : Epoch 1761 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 1173.96 ms [2021-08-27 19:57:24 main:574] : INFO : Epoch 1762 | loss: 0.0311565 | val_loss: 0.0311648 | Time: 1174.83 ms [2021-08-27 19:57:25 main:574] : INFO : Epoch 1763 | loss: 0.0311562 | val_loss: 0.0311663 | Time: 1172.85 ms [2021-08-27 19:57:26 main:574] : INFO : Epoch 1764 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 1171.51 ms [2021-08-27 19:57:27 main:574] : INFO : Epoch 1765 | loss: 0.0311586 | val_loss: 0.0311671 | Time: 1170.06 ms [2021-08-27 19:57:29 main:574] : INFO : Epoch 1766 | loss: 0.0311605 | val_loss: 0.0311679 | Time: 1171.38 ms [2021-08-27 19:57:30 main:574] : INFO : Epoch 1767 | loss: 0.03116 | val_loss: 0.0311642 | Time: 1184.97 ms [2021-08-27 19:57:31 main:574] : INFO : Epoch 1768 | loss: 0.0311591 | val_loss: 0.0311654 | Time: 1193.28 ms [2021-08-27 19:57:32 main:574] : INFO : Epoch 1769 | loss: 0.0311613 | val_loss: 0.0311658 | Time: 1183.55 ms [2021-08-27 19:57:33 main:574] : INFO : Epoch 1770 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 1171.16 ms [2021-08-27 19:57:35 main:574] : INFO : Epoch 1771 | loss: 0.0311598 | val_loss: 0.0311655 | Time: 1177.42 ms [2021-08-27 19:57:36 main:574] : INFO : Epoch 1772 | loss: 0.0311585 | val_loss: 0.0311646 | Time: 1178.74 ms [2021-08-27 19:57:37 main:574] : INFO : Epoch 1773 | loss: 0.031157 | val_loss: 0.0311659 | Time: 1171.73 ms [2021-08-27 19:57:38 main:574] : INFO : Epoch 1774 | loss: 0.0311583 | val_loss: 0.0311665 | Time: 1172.04 ms [2021-08-27 19:57:39 main:574] : INFO : Epoch 1775 | loss: 0.0311589 | val_loss: 0.0311645 | Time: 1169.41 ms [2021-08-27 19:57:40 main:574] : INFO : Epoch 1776 | loss: 0.0311574 | val_loss: 0.0311659 | Time: 1169.52 ms [2021-08-27 19:57:42 main:574] : INFO : Epoch 1777 | loss: 0.0311586 | val_loss: 0.0311658 | Time: 1169.41 ms [2021-08-27 19:57:43 main:574] : INFO : Epoch 1778 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 1170.35 ms [2021-08-27 19:57:44 main:574] : INFO : Epoch 1779 | loss: 0.031157 | val_loss: 0.031166 | Time: 1184.94 ms [2021-08-27 19:57:45 main:574] : INFO : Epoch 1780 | loss: 0.0311579 | val_loss: 0.0311681 | Time: 1179.79 ms [2021-08-27 19:57:46 main:574] : INFO : Epoch 1781 | loss: 0.0311575 | val_loss: 0.0311655 | Time: 1164.4 ms [2021-08-27 19:57:48 main:574] : INFO : Epoch 1782 | loss: 0.0311575 | val_loss: 0.0311665 | Time: 1166.78 ms [2021-08-27 19:57:49 main:574] : INFO : Epoch 1783 | loss: 0.0311567 | val_loss: 0.0311666 | Time: 1180.66 ms [2021-08-27 19:57:50 main:574] : INFO : Epoch 1784 | loss: 0.0311559 | val_loss: 0.0311665 | Time: 1171.89 ms [2021-08-27 19:57:51 main:574] : INFO : Epoch 1785 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 1172.72 ms [2021-08-27 19:57:52 main:574] : INFO : Epoch 1786 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 1178.05 ms [2021-08-27 19:57:53 main:574] : INFO : Epoch 1787 | loss: 0.0311556 | val_loss: 0.0311675 | Time: 1167.38 ms [2021-08-27 19:57:55 main:574] : INFO : Epoch 1788 | loss: 0.0311554 | val_loss: 0.0311663 | Time: 1180.01 ms [2021-08-27 19:57:56 main:574] : INFO : Epoch 1789 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 1192.35 ms [2021-08-27 19:57:57 main:574] : INFO : Epoch 1790 | loss: 0.0311565 | val_loss: 0.0311697 | Time: 1169.66 ms [2021-08-27 19:57:58 main:574] : INFO : Epoch 1791 | loss: 0.031158 | val_loss: 0.0311679 | Time: 1172.84 ms [2021-08-27 19:57:59 main:574] : INFO : Epoch 1792 | loss: 0.0311592 | val_loss: 0.031168 | Time: 1167.16 ms [2021-08-27 19:58:01 main:574] : INFO : Epoch 1793 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 1173.71 ms [2021-08-27 19:58:02 main:574] : INFO : Epoch 1794 | loss: 0.0311587 | val_loss: 0.0311789 | Time: 1184.16 ms [2021-08-27 19:58:03 main:574] : INFO : Epoch 1795 | loss: 0.0311624 | val_loss: 0.0311676 | Time: 1174.16 ms [2021-08-27 19:58:04 main:574] : INFO : Epoch 1796 | loss: 0.03116 | val_loss: 0.0311688 | Time: 1177.12 ms [2021-08-27 19:58:05 main:574] : INFO : Epoch 1797 | loss: 0.031162 | val_loss: 0.0311715 | Time: 1170.5 ms [2021-08-27 19:58:06 main:574] : INFO : Epoch 1798 | loss: 0.0311593 | val_loss: 0.0311687 | Time: 1172.35 ms [2021-08-27 19:58:08 main:574] : INFO : Epoch 1799 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 1172.37 ms [2021-08-27 19:58:09 main:574] : INFO : Epoch 1800 | loss: 0.0311573 | val_loss: 0.0311671 | Time: 1190.27 ms [2021-08-27 19:58:10 main:574] : INFO : Epoch 1801 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 1171.82 ms [2021-08-27 19:58:11 main:574] : INFO : Epoch 1802 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 1175.37 ms [2021-08-27 19:58:12 main:574] : INFO : Epoch 1803 | loss: 0.0311576 | val_loss: 0.0311656 | Time: 1169.22 ms [2021-08-27 19:58:14 main:574] : INFO : Epoch 1804 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 1165.97 ms [2021-08-27 19:58:15 main:574] : INFO : Epoch 1805 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 1166.79 ms [2021-08-27 19:58:16 main:574] : INFO : Epoch 1806 | loss: 0.0311563 | val_loss: 0.0311665 | Time: 1172.69 ms [2021-08-27 19:58:17 main:574] : INFO : Epoch 1807 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 1171.56 ms [2021-08-27 19:58:18 main:574] : INFO : Epoch 1808 | loss: 0.0311566 | val_loss: 0.0311691 | Time: 1160.5 ms [2021-08-27 19:58:19 main:574] : INFO : Epoch 1809 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 1169.92 ms [2021-08-27 19:58:21 main:574] : INFO : Epoch 1810 | loss: 0.0311566 | val_loss: 0.0311651 | Time: 1165.13 ms [2021-08-27 19:58:22 main:574] : INFO : Epoch 1811 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 1173.04 ms [2021-08-27 19:58:23 main:574] : INFO : Epoch 1812 | loss: 0.0311559 | val_loss: 0.031169 | Time: 1161.93 ms [2021-08-27 19:58:24 main:574] : INFO : Epoch 1813 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 1161.19 ms [2021-08-27 19:58:25 main:574] : INFO : Epoch 1814 | loss: 0.031156 | val_loss: 0.0311631 | Time: 1176.08 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2070) [2021-08-27 21:04:01 main:435] : INFO : Set logging level to 1 [2021-08-27 21:04:01 main:441] : INFO : Running in BOINC Client mode [2021-08-27 21:04:01 main:444] : INFO : Resolving all filenames [2021-08-27 21:04:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-08-27 21:04:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1627978141-27622-2_0_r866549025_1 (exists = 1) [2021-08-27 21:04:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1627978141-27622-2_0_r866549025_0 (exists = 0) [2021-08-27 21:04:01 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1627978141-27622-2 (exists = 1) [2021-08-27 21:04:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-08-27 21:04:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-08-27 21:04:01 main:474] : INFO : Configuration: [2021-08-27 21:04:01 main:475] : INFO : Model type: GRU [2021-08-27 21:04:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-08-27 21:04:01 main:477] : INFO : Max Epochs: 2048 [2021-08-27 21:04:01 main:478] : INFO : Batch Size: 128 [2021-08-27 21:04:01 main:479] : INFO : Learning Rate: 0.01 [2021-08-27 21:04:01 main:480] : INFO : Patience: 10 [2021-08-27 21:04:01 main:481] : INFO : Hidden Width: 12 [2021-08-27 21:04:01 main:482] : INFO : # Recurrent Layers: 4 [2021-08-27 21:04:01 main:483] : INFO : # Backend Layers: 4 [2021-08-27 21:04:01 main:484] : INFO : # Threads: 1 [2021-08-27 21:04:01 main:486] : INFO : Preparing Dataset [2021-08-27 21:04:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-08-27 21:04:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-08-27 21:04:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-08-27 21:04:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-08-27 21:04:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-08-27 21:04:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-08-27 21:04:03 main:494] : INFO : Creating Model [2021-08-27 21:04:03 main:507] : INFO : Preparing config file [2021-08-27 21:04:03 main:511] : INFO : Found checkpoint, attempting to load... [2021-08-27 21:04:03 main:512] : INFO : Loading config [2021-08-27 21:04:03 main:514] : INFO : Loading state [2021-08-27 21:04:04 main:559] : INFO : Loading DataLoader into Memory [2021-08-27 21:04:04 main:562] : INFO : Starting Training [2021-08-27 21:04:05 main:574] : INFO : Epoch 1687 | loss: 0.0319802 | val_loss: 0.0312359 | Time: 1407.25 ms [2021-08-27 21:04:06 main:574] : INFO : Epoch 1688 | loss: 0.0312669 | val_loss: 0.0312434 | Time: 1179.38 ms [2021-08-27 21:04:07 main:574] : INFO : Epoch 1689 | loss: 0.0312112 | val_loss: 0.0311994 | Time: 1179.84 ms [2021-08-27 21:04:09 main:574] : INFO : Epoch 1690 | loss: 0.031186 | val_loss: 0.0311781 | Time: 1173.76 ms [2021-08-27 21:04:10 main:574] : INFO : Epoch 1691 | loss: 0.0311682 | val_loss: 0.0311682 | Time: 1172.86 ms [2021-08-27 21:04:11 main:574] : INFO : Epoch 1692 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 1182.37 ms [2021-08-27 21:04:12 main:574] : INFO : Epoch 1693 | loss: 0.0311637 | val_loss: 0.0311674 | Time: 1186.66 ms [2021-08-27 21:04:13 main:574] : INFO : Epoch 1694 | loss: 0.0311629 | val_loss: 0.031164 | Time: 1172.9 ms [2021-08-27 21:04:15 main:574] : INFO : Epoch 1695 | loss: 0.0311627 | val_loss: 0.0311649 | Time: 1178.26 ms [2021-08-27 21:04:16 main:574] : INFO : Epoch 1696 | loss: 0.0311615 | val_loss: 0.0311649 | Time: 1175.96 ms [2021-08-27 21:04:17 main:574] : INFO : Epoch 1697 | loss: 0.0311606 | val_loss: 0.0311661 | Time: 1177.31 ms [2021-08-27 21:04:18 main:574] : INFO : Epoch 1698 | loss: 0.0311625 | val_loss: 0.0311656 | Time: 1170.53 ms [2021-08-27 21:04:19 main:574] : INFO : Epoch 1699 | loss: 0.0311627 | val_loss: 0.03117 | Time: 1173.24 ms [2021-08-27 21:04:20 main:574] : INFO : Epoch 1700 | loss: 0.0311654 | val_loss: 0.0311689 | Time: 1180.74 ms [2021-08-27 21:04:22 main:574] : INFO : Epoch 1701 | loss: 0.0311634 | val_loss: 0.0311665 | Time: 1175.56 ms [2021-08-27 21:04:23 main:574] : INFO : Epoch 1702 | loss: 0.031161 | val_loss: 0.0311653 | Time: 1179.08 ms [2021-08-27 21:04:24 main:574] : INFO : Epoch 1703 | loss: 0.0311596 | val_loss: 0.0311645 | Time: 1181.33 ms [2021-08-27 21:04:25 main:574] : INFO : Epoch 1704 | loss: 0.0311611 | val_loss: 0.0311677 | Time: 1168.69 ms [2021-08-27 21:04:26 main:574] : INFO : Epoch 1705 | loss: 0.0311622 | val_loss: 0.0311649 | Time: 1182.45 ms [2021-08-27 21:04:28 main:574] : INFO : Epoch 1706 | loss: 0.0311599 | val_loss: 0.0311665 | Time: 1172.99 ms [2021-08-27 21:04:29 main:574] : INFO : Epoch 1707 | loss: 0.0311601 | val_loss: 0.0311649 | Time: 1174.78 ms [2021-08-27 21:04:30 main:574] : INFO : Epoch 1708 | loss: 0.0311601 | val_loss: 0.0311635 | Time: 1176.77 ms [2021-08-27 21:04:31 main:574] : INFO : Epoch 1709 | loss: 0.0311602 | val_loss: 0.0311644 | Time: 1182.2 ms [2021-08-27 21:04:32 main:574] : INFO : Epoch 1710 | loss: 0.0311605 | val_loss: 0.0311644 | Time: 1182.15 ms [2021-08-27 21:04:33 main:574] : INFO : Epoch 1711 | loss: 0.0311617 | val_loss: 0.0311734 | Time: 1177.55 ms [2021-08-27 21:04:35 main:574] : INFO : Epoch 1712 | loss: 0.0311618 | val_loss: 0.0311651 | Time: 1179.14 ms [2021-08-27 21:04:36 main:574] : INFO : Epoch 1713 | loss: 0.0311605 | val_loss: 0.0311651 | Time: 1184.77 ms [2021-08-27 21:04:37 main:574] : INFO : Epoch 1714 | loss: 0.0311596 | val_loss: 0.0311653 | Time: 1183.55 ms [2021-08-27 21:04:38 main:574] : INFO : Epoch 1715 | loss: 0.0311602 | val_loss: 0.0311674 | Time: 1188.63 ms [2021-08-27 21:04:39 main:574] : INFO : Epoch 1716 | loss: 0.0311614 | val_loss: 0.031166 | Time: 1170.07 ms [2021-08-27 21:04:41 main:574] : INFO : Epoch 1717 | loss: 0.03116 | val_loss: 0.0311651 | Time: 1168.52 ms [2021-08-27 21:04:42 main:574] : INFO : Epoch 1718 | loss: 0.0311603 | val_loss: 0.0311719 | Time: 1181.08 ms [2021-08-27 21:04:43 main:574] : INFO : Epoch 1719 | loss: 0.0311622 | val_loss: 0.031172 | Time: 1179.07 ms [2021-08-27 21:04:44 main:574] : INFO : Epoch 1720 | loss: 0.0311572 | val_loss: 0.0311639 | Time: 1180.54 ms [2021-08-27 21:04:45 main:574] : INFO : Epoch 1721 | loss: 0.0311566 | val_loss: 0.031163 | Time: 1178.49 ms [2021-08-27 21:04:46 main:574] : INFO : Epoch 1722 | loss: 0.0311584 | val_loss: 0.0311655 | Time: 1178.31 ms [2021-08-27 21:04:48 main:574] : INFO : Epoch 1723 | loss: 0.0311568 | val_loss: 0.0311655 | Time: 1174 ms [2021-08-27 21:04:49 main:574] : INFO : Epoch 1724 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 1174.39 ms [2021-08-27 21:04:50 main:574] : INFO : Epoch 1725 | loss: 0.0311552 | val_loss: 0.0311629 | Time: 1179.08 ms [2021-08-27 21:04:51 main:574] : INFO : Epoch 1726 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 1173.37 ms [2021-08-27 21:04:52 main:574] : INFO : Epoch 1727 | loss: 0.0311564 | val_loss: 0.0311663 | Time: 1179.76 ms [2021-08-27 21:04:54 main:574] : INFO : Epoch 1728 | loss: 0.0311582 | val_loss: 0.0311646 | Time: 1172.21 ms [2021-08-27 21:04:55 main:574] : INFO : Epoch 1729 | loss: 0.0311574 | val_loss: 0.0311629 | Time: 1180.9 ms [2021-08-27 21:04:56 main:574] : INFO : Epoch 1730 | loss: 0.0311559 | val_loss: 0.0311632 | Time: 1178.97 ms [2021-08-27 21:04:57 main:574] : INFO : Epoch 1731 | loss: 0.0311553 | val_loss: 0.031168 | Time: 1175.74 ms [2021-08-27 21:04:58 main:574] : INFO : Epoch 1732 | loss: 0.0311572 | val_loss: 0.0311632 | Time: 1186.63 ms [2021-08-27 21:04:59 main:574] : INFO : Epoch 1733 | loss: 0.031157 | val_loss: 0.0311632 | Time: 1172.2 ms [2021-08-27 21:05:01 main:574] : INFO : Epoch 1734 | loss: 0.0311553 | val_loss: 0.0311632 | Time: 1173.93 ms [2021-08-27 21:05:02 main:574] : INFO : Epoch 1735 | loss: 0.0311538 | val_loss: 0.0311618 | Time: 1183.85 ms [2021-08-27 21:05:03 main:574] : INFO : Epoch 1736 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 1216.16 ms [2021-08-27 21:05:04 main:574] : INFO : Epoch 1737 | loss: 0.031157 | val_loss: 0.0311667 | Time: 1183.86 ms [2021-08-27 21:05:05 main:574] : INFO : Epoch 1738 | loss: 0.0311545 | val_loss: 0.0311622 | Time: 1171.94 ms [2021-08-27 21:05:07 main:574] : INFO : Epoch 1739 | loss: 0.0311559 | val_loss: 0.0311621 | Time: 1183.35 ms [2021-08-27 21:05:08 main:574] : INFO : Epoch 1740 | loss: 0.0311599 | val_loss: 0.0311632 | Time: 1173.98 ms [2021-08-27 21:05:09 main:574] : INFO : Epoch 1741 | loss: 0.0311583 | val_loss: 0.031164 | Time: 1177.43 ms [2021-08-27 21:05:10 main:574] : INFO : Epoch 1742 | loss: 0.0311589 | val_loss: 0.0311633 | Time: 1180.52 ms [2021-08-27 21:05:11 main:574] : INFO : Epoch 1743 | loss: 0.0311565 | val_loss: 0.0311635 | Time: 1172.01 ms [2021-08-27 21:05:13 main:574] : INFO : Epoch 1744 | loss: 0.0311562 | val_loss: 0.031164 | Time: 1180.79 ms [2021-08-27 21:05:14 main:574] : INFO : Epoch 1745 | loss: 0.0311569 | val_loss: 0.0311639 | Time: 1179.87 ms [2021-08-27 21:05:15 main:574] : INFO : Epoch 1746 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 1177.69 ms [2021-08-27 21:05:16 main:574] : INFO : Epoch 1747 | loss: 0.0311553 | val_loss: 0.0311642 | Time: 1174.67 ms [2021-08-27 21:05:17 main:574] : INFO : Epoch 1748 | loss: 0.031156 | val_loss: 0.0311635 | Time: 1173.09 ms [2021-08-27 21:05:18 main:574] : INFO : Epoch 1749 | loss: 0.0311549 | val_loss: 0.0311625 | Time: 1180.53 ms [2021-08-27 21:05:20 main:574] : INFO : Epoch 1750 | loss: 0.0311544 | val_loss: 0.0311624 | Time: 1181 ms [2021-08-27 21:05:21 main:574] : INFO : Epoch 1751 | loss: 0.0311545 | val_loss: 0.0311648 | Time: 1175.63 ms [2021-08-27 21:05:22 main:574] : INFO : Epoch 1752 | loss: 0.0311543 | val_loss: 0.0311629 | Time: 1173.16 ms [2021-08-27 21:05:23 main:574] : INFO : Epoch 1753 | loss: 0.0311532 | val_loss: 0.0311618 | Time: 1186.76 ms [2021-08-27 21:05:24 main:574] : INFO : Epoch 1754 | loss: 0.0311537 | val_loss: 0.0311629 | Time: 1179.4 ms [2021-08-27 21:05:26 main:574] : INFO : Epoch 1755 | loss: 0.031154 | val_loss: 0.0311649 | Time: 1177.66 ms [2021-08-27 21:05:27 main:574] : INFO : Epoch 1756 | loss: 0.0311546 | val_loss: 0.031162 | Time: 1185.09 ms [2021-08-27 21:05:28 main:574] : INFO : Epoch 1757 | loss: 0.031156 | val_loss: 0.0311659 | Time: 1175.97 ms [2021-08-27 21:05:29 main:574] : INFO : Epoch 1758 | loss: 0.031155 | val_loss: 0.0311625 | Time: 1172.03 ms [2021-08-27 21:05:30 main:574] : INFO : Epoch 1759 | loss: 0.0311529 | val_loss: 0.0311613 | Time: 1170.2 ms [2021-08-27 21:05:31 main:574] : INFO : Epoch 1760 | loss: 0.031152 | val_loss: 0.0311625 | Time: 1181.74 ms [2021-08-27 21:05:33 main:574] : INFO : Epoch 1761 | loss: 0.031154 | val_loss: 0.0311618 | Time: 1184.97 ms [2021-08-27 21:05:34 main:574] : INFO : Epoch 1762 | loss: 0.031152 | val_loss: 0.0311615 | Time: 1174.41 ms [2021-08-27 21:05:35 main:574] : INFO : Epoch 1763 | loss: 0.0311547 | val_loss: 0.0311664 | Time: 1183.26 ms [2021-08-27 21:05:36 main:574] : INFO : Epoch 1764 | loss: 0.0311525 | val_loss: 0.031161 | Time: 1185.77 ms [2021-08-27 21:05:37 main:574] : INFO : Epoch 1765 | loss: 0.0311537 | val_loss: 0.0311607 | Time: 1171.61 ms [2021-08-27 21:05:39 main:574] : INFO : Epoch 1766 | loss: 0.0311535 | val_loss: 0.0311626 | Time: 1176.71 ms [2021-08-27 21:05:40 main:574] : INFO : Epoch 1767 | loss: 0.031153 | val_loss: 0.0311604 | Time: 1189.41 ms [2021-08-27 21:05:41 main:574] : INFO : Epoch 1768 | loss: 0.0311544 | val_loss: 0.0311643 | Time: 1170.71 ms [2021-08-27 21:05:42 main:574] : INFO : Epoch 1769 | loss: 0.0311587 | val_loss: 0.0311664 | Time: 1172.6 ms [2021-08-27 21:05:43 main:574] : INFO : Epoch 1770 | loss: 0.0311584 | val_loss: 0.0311642 | Time: 1183.39 ms [2021-08-27 21:05:45 main:574] : INFO : Epoch 1771 | loss: 0.0311563 | val_loss: 0.031162 | Time: 1168.96 ms [2021-08-27 21:05:46 main:574] : INFO : Epoch 1772 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 1181.65 ms [2021-08-27 21:05:47 main:574] : INFO : Epoch 1773 | loss: 0.0311551 | val_loss: 0.0311641 | Time: 1183.05 ms [2021-08-27 21:05:48 main:574] : INFO : Epoch 1774 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 1181.03 ms [2021-08-27 21:05:49 main:574] : INFO : Epoch 1775 | loss: 0.031155 | val_loss: 0.0311617 | Time: 1170.12 ms [2021-08-27 21:05:50 main:574] : INFO : Epoch 1776 | loss: 0.031155 | val_loss: 0.0311654 | Time: 1176.8 ms [2021-08-27 21:05:52 main:574] : INFO : Epoch 1777 | loss: 0.0311582 | val_loss: 0.0311616 | Time: 1173.41 ms [2021-08-27 21:05:53 main:574] : INFO : Epoch 1778 | loss: 0.031158 | val_loss: 0.0311647 | Time: 1169.51 ms [2021-08-27 21:05:54 main:574] : INFO : Epoch 1779 | loss: 0.0311565 | val_loss: 0.0311626 | Time: 1174.41 ms [2021-08-27 21:05:55 main:574] : INFO : Epoch 1780 | loss: 0.0311566 | val_loss: 0.0311616 | Time: 1177.88 ms [2021-08-27 21:05:56 main:574] : INFO : Epoch 1781 | loss: 0.0311559 | val_loss: 0.0311632 | Time: 1175.27 ms [2021-08-27 21:05:58 main:574] : INFO : Epoch 1782 | loss: 0.0311552 | val_loss: 0.0311614 | Time: 1184.41 ms [2021-08-27 21:05:59 main:574] : INFO : Epoch 1783 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 1180.86 ms [2021-08-27 21:06:00 main:574] : INFO : Epoch 1784 | loss: 0.031161 | val_loss: 0.0311656 | Time: 1171.26 ms [2021-08-27 21:06:01 main:574] : INFO : Epoch 1785 | loss: 0.0311618 | val_loss: 0.0311741 | Time: 1183.3 ms [2021-08-27 21:06:02 main:574] : INFO : Epoch 1786 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 1171.18 ms [2021-08-27 21:06:03 main:574] : INFO : Epoch 1787 | loss: 0.0311558 | val_loss: 0.031163 | Time: 1174.46 ms [2021-08-27 21:06:05 main:574] : INFO : Epoch 1788 | loss: 0.0311557 | val_loss: 0.031163 | Time: 1180.26 ms [2021-08-27 21:06:06 main:574] : INFO : Epoch 1789 | loss: 0.0311561 | val_loss: 0.0311614 | Time: 1180.15 ms [2021-08-27 21:06:07 main:574] : INFO : Epoch 1790 | loss: 0.0311554 | val_loss: 0.0311612 | Time: 1187.29 ms [2021-08-27 21:06:08 main:574] : INFO : Epoch 1791 | loss: 0.0311571 | val_loss: 0.0311604 | Time: 1175.73 ms [2021-08-27 21:06:09 main:574] : INFO : Epoch 1792 | loss: 0.0311544 | val_loss: 0.0311603 | Time: 1186.95 ms [2021-08-27 21:06:11 main:574] : INFO : Epoch 1793 | loss: 0.031155 | val_loss: 0.0311657 | Time: 1186.29 ms [2021-08-27 21:06:12 main:574] : INFO : Epoch 1794 | loss: 0.0311553 | val_loss: 0.0311596 | Time: 1180.91 ms [2021-08-27 21:06:13 main:574] : INFO : Epoch 1795 | loss: 0.0311527 | val_loss: 0.0311593 | Time: 1182.42 ms [2021-08-27 21:06:14 main:574] : INFO : Epoch 1796 | loss: 0.0311545 | val_loss: 0.0311622 | Time: 1180.49 ms [2021-08-27 21:06:15 main:574] : INFO : Epoch 1797 | loss: 0.0311552 | val_loss: 0.031161 | Time: 1178.4 ms [2021-08-27 21:06:16 main:574] : INFO : Epoch 1798 | loss: 0.0311554 | val_loss: 0.0311605 | Time: 1176.74 ms [2021-08-27 21:06:18 main:574] : INFO : Epoch 1799 | loss: 0.0311547 | val_loss: 0.0311626 | Time: 1177.54 ms [2021-08-27 21:06:19 main:574] : INFO : Epoch 1800 | loss: 0.0311547 | val_loss: 0.031161 | Time: 1176.04 ms [2021-08-27 21:06:20 main:574] : INFO : Epoch 1801 | loss: 0.031154 | val_loss: 0.0311608 | Time: 1177.49 ms [2021-08-27 21:06:21 main:574] : INFO : Epoch 1802 | loss: 0.031154 | val_loss: 0.0311624 | Time: 1172.58 ms [2021-08-27 21:06:22 main:574] : INFO : Epoch 1803 | loss: 0.0311547 | val_loss: 0.0311644 | Time: 1186.98 ms [2021-08-27 21:06:24 main:574] : INFO : Epoch 1804 | loss: 0.031156 | val_loss: 0.0311651 | Time: 1178.62 ms [2021-08-27 21:06:25 main:574] : INFO : Epoch 1805 | loss: 0.0311531 | val_loss: 0.0311626 | Time: 1179.51 ms [2021-08-27 21:06:26 main:574] : INFO : Epoch 1806 | loss: 0.031153 | val_loss: 0.0311608 | Time: 1179.31 ms [2021-08-27 21:06:27 main:574] : INFO : Epoch 1807 | loss: 0.0311527 | val_loss: 0.0311607 | Time: 1173.67 ms [2021-08-27 21:06:28 main:574] : INFO : Epoch 1808 | loss: 0.0311522 | val_loss: 0.0311595 | Time: 1173.18 ms [2021-08-27 21:06:29 main:574] : INFO : Epoch 1809 | loss: 0.0311521 | val_loss: 0.0311595 | Time: 1174.98 ms [2021-08-27 21:06:31 main:574] : INFO : Epoch 1810 | loss: 0.0311525 | val_loss: 0.0311612 | Time: 1184.21 ms [2021-08-27 21:06:32 main:574] : INFO : Epoch 1811 | loss: 0.0311531 | val_loss: 0.0311615 | Time: 1184.6 ms [2021-08-27 21:06:33 main:574] : INFO : Epoch 1812 | loss: 0.0311527 | val_loss: 0.0311605 | Time: 1179.08 ms [2021-08-27 21:06:34 main:574] : INFO : Epoch 1813 | loss: 0.031154 | val_loss: 0.0311627 | Time: 1175.78 ms [2021-08-27 21:06:35 main:574] : INFO : Epoch 1814 | loss: 0.0311546 | val_loss: 0.031168 | Time: 1177.78 ms [2021-08-27 21:06:37 main:574] : INFO : Epoch 1815 | loss: 0.0311562 | val_loss: 0.0311636 | Time: 1180.94 ms [2021-08-27 21:06:38 main:574] : INFO : Epoch 1816 | loss: 0.0311553 | val_loss: 0.0311652 | Time: 1180.25 ms [2021-08-27 21:06:39 main:574] : INFO : Epoch 1817 | loss: 0.0311534 | val_loss: 0.031162 | Time: 1183.79 ms [2021-08-27 21:06:40 main:574] : INFO : Epoch 1818 | loss: 0.0311531 | val_loss: 0.0311614 | Time: 1187.61 ms [2021-08-27 21:06:41 main:574] : INFO : Epoch 1819 | loss: 0.0311541 | val_loss: 0.0311665 | Time: 1177.86 ms [2021-08-27 21:06:43 main:574] : INFO : Epoch 1820 | loss: 0.031155 | val_loss: 0.0311623 | Time: 1185.6 ms [2021-08-27 21:06:44 main:574] : INFO : Epoch 1821 | loss: 0.0311542 | val_loss: 0.031163 | Time: 1173.28 ms [2021-08-27 21:06:45 main:574] : INFO : Epoch 1822 | loss: 0.0311539 | val_loss: 0.0311611 | Time: 1175.09 ms [2021-08-27 21:06:46 main:574] : INFO : Epoch 1823 | loss: 0.031153 | val_loss: 0.0311614 | Time: 1174.61 ms [2021-08-27 21:06:47 main:574] : INFO : Epoch 1824 | loss: 0.0311522 | val_loss: 0.0311776 | Time: 1182.04 ms [2021-08-27 21:06:48 main:574] : INFO : Epoch 1825 | loss: 0.0311595 | val_loss: 0.0311622 | Time: 1174.52 ms [2021-08-27 21:06:50 main:574] : INFO : Epoch 1826 | loss: 0.0311563 | val_loss: 0.0311624 | Time: 1180.3 ms [2021-08-27 21:06:51 main:574] : INFO : Epoch 1827 | loss: 0.0311547 | val_loss: 0.0311626 | Time: 1178.16 ms [2021-08-27 21:06:52 main:574] : INFO : Epoch 1828 | loss: 0.0311561 | val_loss: 0.0311659 | Time: 1181.55 ms [2021-08-27 21:06:53 main:574] : INFO : Epoch 1829 | loss: 0.0311589 | val_loss: 0.031169 | Time: 1184.54 ms [2021-08-27 21:06:54 main:574] : INFO : Epoch 1830 | loss: 0.0311578 | val_loss: 0.0311702 | Time: 1173.22 ms [2021-08-27 21:06:56 main:574] : INFO : Epoch 1831 | loss: 0.0311591 | val_loss: 0.0311652 | Time: 1174 ms [2021-08-27 21:06:57 main:574] : INFO : Epoch 1832 | loss: 0.0311565 | val_loss: 0.0311663 | Time: 1178.51 ms [2021-08-27 21:06:58 main:574] : INFO : Epoch 1833 | loss: 0.0311558 | val_loss: 0.0311656 | Time: 1177.74 ms [2021-08-27 21:06:59 main:574] : INFO : Epoch 1834 | loss: 0.0311552 | val_loss: 0.0311662 | Time: 1178.2 ms [2021-08-27 21:07:00 main:574] : INFO : Epoch 1835 | loss: 0.0311549 | val_loss: 0.0311689 | Time: 1176.7 ms [2021-08-27 21:07:01 main:574] : INFO : Epoch 1836 | loss: 0.0311532 | val_loss: 0.0311658 | Time: 1169.23 ms [2021-08-27 21:07:03 main:574] : INFO : Epoch 1837 | loss: 0.0311534 | val_loss: 0.0311651 | Time: 1194.14 ms [2021-08-27 21:07:04 main:574] : INFO : Epoch 1838 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 1172.81 ms [2021-08-27 21:07:05 main:574] : INFO : Epoch 1839 | loss: 0.0311576 | val_loss: 0.0311678 | Time: 1178.15 ms [2021-08-27 21:07:06 main:574] : INFO : Epoch 1840 | loss: 0.0311598 | val_loss: 0.0311709 | Time: 1173.93 ms [2021-08-27 21:07:07 main:574] : INFO : Epoch 1841 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 1190.87 ms [2021-08-27 21:07:09 main:574] : INFO : Epoch 1842 | loss: 0.0311577 | val_loss: 0.0311677 | Time: 1190.69 ms [2021-08-27 21:07:10 main:574] : INFO : Epoch 1843 | loss: 0.031156 | val_loss: 0.0311691 | Time: 1180.62 ms [2021-08-27 21:07:11 main:574] : INFO : Epoch 1844 | loss: 0.031154 | val_loss: 0.0311699 | Time: 1176.14 ms [2021-08-27 21:07:12 main:574] : INFO : Epoch 1845 | loss: 0.0311557 | val_loss: 0.0311669 | Time: 1177.08 ms [2021-08-27 21:07:13 main:574] : INFO : Epoch 1846 | loss: 0.0311567 | val_loss: 0.0311666 | Time: 1172.86 ms [2021-08-27 21:07:15 main:574] : INFO : Epoch 1847 | loss: 0.0311565 | val_loss: 0.0311707 | Time: 1174.59 ms [2021-08-27 21:07:16 main:574] : INFO : Epoch 1848 | loss: 0.0311586 | val_loss: 0.0311725 | Time: 1176.01 ms [2021-08-27 21:07:17 main:574] : INFO : Epoch 1849 | loss: 0.031157 | val_loss: 0.0311672 | Time: 1179.34 ms [2021-08-27 21:07:18 main:574] : INFO : Epoch 1850 | loss: 0.0311561 | val_loss: 0.0311674 | Time: 1176.98 ms [2021-08-27 21:07:19 main:574] : INFO : Epoch 1851 | loss: 0.0311556 | val_loss: 0.0311682 | Time: 1172.84 ms [2021-08-27 21:07:20 main:574] : INFO : Epoch 1852 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 1164.88 ms [2021-08-27 21:07:22 main:574] : INFO : Epoch 1853 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 1177.63 ms [2021-08-27 21:07:23 main:574] : INFO : Epoch 1854 | loss: 0.0311575 | val_loss: 0.0311702 | Time: 1174.4 ms [2021-08-27 21:07:24 main:574] : INFO : Epoch 1855 | loss: 0.0311569 | val_loss: 0.0311686 | Time: 1179.47 ms [2021-08-27 21:07:25 main:574] : INFO : Epoch 1856 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 1176.65 ms [2021-08-27 21:07:26 main:574] : INFO : Epoch 1857 | loss: 0.0311588 | val_loss: 0.0311665 | Time: 1175.79 ms [2021-08-27 21:07:28 main:574] : INFO : Epoch 1858 | loss: 0.031158 | val_loss: 0.0311718 | Time: 1165.91 ms [2021-08-27 21:07:29 main:574] : INFO : Epoch 1859 | loss: 0.031155 | val_loss: 0.0311667 | Time: 1177.09 ms [2021-08-27 21:07:30 main:574] : INFO : Epoch 1860 | loss: 0.0311541 | val_loss: 0.0311683 | Time: 1177.91 ms [2021-08-27 21:07:31 main:574] : INFO : Epoch 1861 | loss: 0.0311575 | val_loss: 0.0311694 | Time: 1172.33 ms [2021-08-27 21:07:32 main:574] : INFO : Epoch 1862 | loss: 0.0311553 | val_loss: 0.0311689 | Time: 1176.73 ms [2021-08-27 21:07:33 main:574] : INFO : Epoch 1863 | loss: 0.0311556 | val_loss: 0.031169 | Time: 1169.38 ms [2021-08-27 21:07:35 main:574] : INFO : Epoch 1864 | loss: 0.0311549 | val_loss: 0.0311681 | Time: 1180.98 ms [2021-08-27 21:07:36 main:574] : INFO : Epoch 1865 | loss: 0.0311536 | val_loss: 0.0311708 | Time: 1177.13 ms [2021-08-27 21:07:37 main:574] : INFO : Epoch 1866 | loss: 0.0311548 | val_loss: 0.0311666 | Time: 1176.4 ms [2021-08-27 21:07:38 main:574] : INFO : Epoch 1867 | loss: 0.0311527 | val_loss: 0.0311699 | Time: 1175.14 ms [2021-08-27 21:07:39 main:574] : INFO : Epoch 1868 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 1174.04 ms [2021-08-27 21:07:41 main:574] : INFO : Epoch 1869 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 1181.36 ms [2021-08-27 21:07:42 main:574] : INFO : Epoch 1870 | loss: 0.031161 | val_loss: 0.0311682 | Time: 1179.16 ms [2021-08-27 21:07:43 main:574] : INFO : Epoch 1871 | loss: 0.0311598 | val_loss: 0.031167 | Time: 1177.94 ms [2021-08-27 21:07:44 main:574] : INFO : Epoch 1872 | loss: 0.0311594 | val_loss: 0.031166 | Time: 1186.64 ms [2021-08-27 21:07:45 main:574] : INFO : Epoch 1873 | loss: 0.0311596 | val_loss: 0.0311662 | Time: 1179.64 ms [2021-08-27 21:07:46 main:574] : INFO : Epoch 1874 | loss: 0.0311589 | val_loss: 0.0311697 | Time: 1182.77 ms [2021-08-27 21:07:48 main:574] : INFO : Epoch 1875 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 1183.16 ms [2021-08-27 21:07:49 main:574] : INFO : Epoch 1876 | loss: 0.0311584 | val_loss: 0.0311667 | Time: 1178.97 ms [2021-08-27 21:07:50 main:574] : INFO : Epoch 1877 | loss: 0.0311573 | val_loss: 0.031167 | Time: 1195.81 ms [2021-08-27 21:07:51 main:574] : INFO : Epoch 1878 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 1186.25 ms [2021-08-27 21:07:52 main:574] : INFO : Epoch 1879 | loss: 0.0311598 | val_loss: 0.031171 | Time: 1177.53 ms [2021-08-27 21:07:54 main:574] : INFO : Epoch 1880 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 1178.76 ms [2021-08-27 21:07:55 main:574] : INFO : Epoch 1881 | loss: 0.0311589 | val_loss: 0.0311698 | Time: 1182.84 ms [2021-08-27 21:07:56 main:574] : INFO : Epoch 1882 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 1179.22 ms [2021-08-27 21:07:57 main:574] : INFO : Epoch 1883 | loss: 0.0311594 | val_loss: 0.0311682 | Time: 1177.86 ms [2021-08-27 21:07:58 main:574] : INFO : Epoch 1884 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 1178.94 ms [2021-08-27 21:08:00 main:574] : INFO : Epoch 1885 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 1184.63 ms [2021-08-27 21:08:01 main:574] : INFO : Epoch 1886 | loss: 0.0311584 | val_loss: 0.0311723 | Time: 1184.15 ms [2021-08-27 21:08:02 main:574] : INFO : Epoch 1887 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 1170.09 ms [2021-08-27 21:08:03 main:574] : INFO : Epoch 1888 | loss: 0.031157 | val_loss: 0.0311696 | Time: 1172.51 ms [2021-08-27 21:08:04 main:574] : INFO : Epoch 1889 | loss: 0.031156 | val_loss: 0.0311681 | Time: 1177.81 ms [2021-08-27 21:08:05 main:574] : INFO : Epoch 1890 | loss: 0.0311589 | val_loss: 0.0311724 | Time: 1178.57 ms [2021-08-27 21:08:07 main:574] : INFO : Epoch 1891 | loss: 0.0311615 | val_loss: 0.031169 | Time: 1172.79 ms [2021-08-27 21:08:08 main:574] : INFO : Epoch 1892 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 1175.42 ms [2021-08-27 21:08:09 main:574] : INFO : Epoch 1893 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 1166.18 ms [2021-08-27 21:08:10 main:574] : INFO : Epoch 1894 | loss: 0.0311593 | val_loss: 0.031168 | Time: 1174.48 ms [2021-08-27 21:08:11 main:574] : INFO : Epoch 1895 | loss: 0.0311581 | val_loss: 0.031168 | Time: 1180.55 ms [2021-08-27 21:08:13 main:574] : INFO : Epoch 1896 | loss: 0.0311578 | val_loss: 0.031168 | Time: 1176.53 ms [2021-08-27 21:08:14 main:574] : INFO : Epoch 1897 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 1179.15 ms [2021-08-27 21:08:15 main:574] : INFO : Epoch 1898 | loss: 0.0311603 | val_loss: 0.0311693 | Time: 1177.79 ms [2021-08-27 21:08:16 main:574] : INFO : Epoch 1899 | loss: 0.0311581 | val_loss: 0.0311664 | Time: 1182.37 ms [2021-08-27 21:08:17 main:574] : INFO : Epoch 1900 | loss: 0.0311578 | val_loss: 0.0311667 | Time: 1178.51 ms [2021-08-27 21:08:18 main:574] : INFO : Epoch 1901 | loss: 0.0311596 | val_loss: 0.0311688 | Time: 1170.92 ms [2021-08-27 21:08:20 main:574] : INFO : Epoch 1902 | loss: 0.0311586 | val_loss: 0.031172 | Time: 1174.14 ms [2021-08-27 21:08:21 main:574] : INFO : Epoch 1903 | loss: 0.0311609 | val_loss: 0.0311694 | Time: 1174.64 ms [2021-08-27 21:08:22 main:574] : INFO : Epoch 1904 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 1169.43 ms [2021-08-27 21:08:23 main:574] : INFO : Epoch 1905 | loss: 0.0311585 | val_loss: 0.031166 | Time: 1184.13 ms [2021-08-27 21:08:24 main:574] : INFO : Epoch 1906 | loss: 0.0311566 | val_loss: 0.0311672 | Time: 1186.68 ms [2021-08-27 21:08:26 main:574] : INFO : Epoch 1907 | loss: 0.031156 | val_loss: 0.0311675 | Time: 1185.41 ms [2021-08-27 21:08:27 main:574] : INFO : Epoch 1908 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 1179.73 ms [2021-08-27 21:08:28 main:574] : INFO : Epoch 1909 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 1184.06 ms [2021-08-27 21:08:29 main:574] : INFO : Epoch 1910 | loss: 0.0311558 | val_loss: 0.0311696 | Time: 1189.79 ms [2021-08-27 21:08:30 main:574] : INFO : Epoch 1911 | loss: 0.031156 | val_loss: 0.0311672 | Time: 1176.61 ms [2021-08-27 21:08:31 main:574] : INFO : Epoch 1912 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 1186.14 ms [2021-08-27 21:08:33 main:574] : INFO : Epoch 1913 | loss: 0.0311564 | val_loss: 0.0311659 | Time: 1173.97 ms [2021-08-27 21:08:34 main:574] : INFO : Epoch 1914 | loss: 0.0311554 | val_loss: 0.0311681 | Time: 1173.02 ms [2021-08-27 21:08:35 main:574] : INFO : Epoch 1915 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 1177.55 ms [2021-08-27 21:08:36 main:574] : INFO : Epoch 1916 | loss: 0.0311582 | val_loss: 0.031169 | Time: 1184.72 ms [2021-08-27 21:08:37 main:574] : INFO : Epoch 1917 | loss: 0.0311555 | val_loss: 0.0311679 | Time: 1177.82 ms [2021-08-27 21:08:39 main:574] : INFO : Epoch 1918 | loss: 0.0311566 | val_loss: 0.0311731 | Time: 1183.13 ms [2021-08-27 21:08:40 main:574] : INFO : Epoch 1919 | loss: 0.031156 | val_loss: 0.0311684 | Time: 1177.66 ms [2021-08-27 21:08:41 main:574] : INFO : Epoch 1920 | loss: 0.0311559 | val_loss: 0.0311662 | Time: 1178.78 ms [2021-08-27 21:08:42 main:574] : INFO : Epoch 1921 | loss: 0.0311549 | val_loss: 0.0311689 | Time: 1183.66 ms [2021-08-27 21:08:43 main:574] : INFO : Epoch 1922 | loss: 0.0311549 | val_loss: 0.0311687 | Time: 1183.48 ms [2021-08-27 21:08:45 main:574] : INFO : Epoch 1923 | loss: 0.0311559 | val_loss: 0.0311707 | Time: 1176.85 ms [2021-08-27 21:08:46 main:574] : INFO : Epoch 1924 | loss: 0.031159 | val_loss: 0.0311679 | Time: 1180.04 ms [2021-08-27 21:08:47 main:574] : INFO : Epoch 1925 | loss: 0.0311615 | val_loss: 0.0311695 | Time: 1180.7 ms [2021-08-27 21:08:48 main:574] : INFO : Epoch 1926 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 1173.88 ms [2021-08-27 21:08:49 main:574] : INFO : Epoch 1927 | loss: 0.0311559 | val_loss: 0.031167 | Time: 1187.33 ms [2021-08-27 21:08:50 main:574] : INFO : Epoch 1928 | loss: 0.0311572 | val_loss: 0.0311724 | Time: 1183.47 ms [2021-08-27 21:08:52 main:574] : INFO : Epoch 1929 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 1175.36 ms [2021-08-27 21:08:53 main:574] : INFO : Epoch 1930 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 1181.12 ms [2021-08-27 21:08:54 main:574] : INFO : Epoch 1931 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 1177.15 ms [2021-08-27 21:08:55 main:574] : INFO : Epoch 1932 | loss: 0.0311559 | val_loss: 0.0311663 | Time: 1174.67 ms [2021-08-27 21:08:56 main:574] : INFO : Epoch 1933 | loss: 0.031156 | val_loss: 0.0311658 | Time: 1176.37 ms [2021-08-27 21:08:58 main:574] : INFO : Epoch 1934 | loss: 0.0311573 | val_loss: 0.0311671 | Time: 1173.06 ms [2021-08-27 21:08:59 main:574] : INFO : Epoch 1935 | loss: 0.0311553 | val_loss: 0.0311673 | Time: 1170.78 ms [2021-08-27 21:09:00 main:574] : INFO : Epoch 1936 | loss: 0.0311563 | val_loss: 0.0311714 | Time: 1184.37 ms [2021-08-27 21:09:01 main:574] : INFO : Epoch 1937 | loss: 0.0311564 | val_loss: 0.031168 | Time: 1173.99 ms [2021-08-27 21:09:02 main:574] : INFO : Epoch 1938 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 1179.93 ms [2021-08-27 21:09:03 main:574] : INFO : Epoch 1939 | loss: 0.0311606 | val_loss: 0.0311674 | Time: 1167.35 ms [2021-08-27 21:09:05 main:574] : INFO : Epoch 1940 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 1173.57 ms [2021-08-27 21:09:06 main:574] : INFO : Epoch 1941 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 1175.51 ms [2021-08-27 21:09:07 main:574] : INFO : Epoch 1942 | loss: 0.0311592 | val_loss: 0.031168 | Time: 1174.44 ms [2021-08-27 21:09:08 main:574] : INFO : Epoch 1943 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 1179.33 ms [2021-08-27 21:09:09 main:574] : INFO : Epoch 1944 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 1178.88 ms [2021-08-27 21:09:11 main:574] : INFO : Epoch 1945 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 1176.98 ms [2021-08-27 21:09:12 main:574] : INFO : Epoch 1946 | loss: 0.0311589 | val_loss: 0.0311668 | Time: 1189.61 ms [2021-08-27 21:09:13 main:574] : INFO : Epoch 1947 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 1184.95 ms [2021-08-27 21:09:14 main:574] : INFO : Epoch 1948 | loss: 0.0311582 | val_loss: 0.0311687 | Time: 1185.97 ms [2021-08-27 21:09:15 main:574] : INFO : Epoch 1949 | loss: 0.03116 | val_loss: 0.0311684 | Time: 1181.84 ms [2021-08-27 21:09:16 main:574] : INFO : Epoch 1950 | loss: 0.0311594 | val_loss: 0.0311676 | Time: 1183.27 ms [2021-08-27 21:09:18 main:574] : INFO : Epoch 1951 | loss: 0.0311582 | val_loss: 0.0311668 | Time: 1174.36 ms [2021-08-27 21:09:19 main:574] : INFO : Epoch 1952 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 1173.69 ms [2021-08-27 21:09:20 main:574] : INFO : Epoch 1953 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 1180.13 ms [2021-08-27 21:09:21 main:574] : INFO : Epoch 1954 | loss: 0.031159 | val_loss: 0.0311681 | Time: 1177.2 ms [2021-08-27 21:09:22 main:574] : INFO : Epoch 1955 | loss: 0.0311578 | val_loss: 0.0311665 | Time: 1173.71 ms [2021-08-27 21:09:24 main:574] : INFO : Epoch 1956 | loss: 0.0311585 | val_loss: 0.0311738 | Time: 1174.84 ms [2021-08-27 21:09:25 main:574] : INFO : Epoch 1957 | loss: 0.0311597 | val_loss: 0.0311678 | Time: 1183.94 ms [2021-08-27 21:09:26 main:574] : INFO : Epoch 1958 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 1175.7 ms [2021-08-27 21:09:27 main:574] : INFO : Epoch 1959 | loss: 0.0311601 | val_loss: 0.0311681 | Time: 1179.03 ms [2021-08-27 21:09:28 main:574] : INFO : Epoch 1960 | loss: 0.0311566 | val_loss: 0.0311667 | Time: 1183.22 ms [2021-08-27 21:09:29 main:574] : INFO : Epoch 1961 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 1186.47 ms [2021-08-27 21:09:31 main:574] : INFO : Epoch 1962 | loss: 0.0311583 | val_loss: 0.0311717 | Time: 1172.52 ms [2021-08-27 21:09:32 main:574] : INFO : Epoch 1963 | loss: 0.0311575 | val_loss: 0.031171 | Time: 1179.47 ms [2021-08-27 21:09:33 main:574] : INFO : Epoch 1964 | loss: 0.0311565 | val_loss: 0.031168 | Time: 1176.8 ms [2021-08-27 21:09:34 main:574] : INFO : Epoch 1965 | loss: 0.0311572 | val_loss: 0.0311678 | Time: 1179.42 ms [2021-08-27 21:09:35 main:574] : INFO : Epoch 1966 | loss: 0.031158 | val_loss: 0.0311667 | Time: 1175.18 ms [2021-08-27 21:09:37 main:574] : INFO : Epoch 1967 | loss: 0.0311587 | val_loss: 0.031171 | Time: 1172.21 ms [2021-08-27 21:09:38 main:574] : INFO : Epoch 1968 | loss: 0.0311596 | val_loss: 0.0311673 | Time: 1176.93 ms [2021-08-27 21:09:39 main:574] : INFO : Epoch 1969 | loss: 0.031158 | val_loss: 0.0311705 | Time: 1174.55 ms [2021-08-27 21:09:40 main:574] : INFO : Epoch 1970 | loss: 0.0311619 | val_loss: 0.0311732 | Time: 1172.14 ms [2021-08-27 21:09:41 main:574] : INFO : Epoch 1971 | loss: 0.0311592 | val_loss: 0.0311727 | Time: 1187.81 ms [2021-08-27 21:09:42 main:574] : INFO : Epoch 1972 | loss: 0.0311579 | val_loss: 0.031168 | Time: 1173.76 ms [2021-08-27 21:09:44 main:574] : INFO : Epoch 1973 | loss: 0.0311567 | val_loss: 0.0311683 | Time: 1204.59 ms [2021-08-27 21:09:45 main:574] : INFO : Epoch 1974 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1242.79 ms [2021-08-27 21:09:46 main:574] : INFO : Epoch 1975 | loss: 0.0311561 | val_loss: 0.0311693 | Time: 1184.83 ms [2021-08-27 21:09:47 main:574] : INFO : Epoch 1976 | loss: 0.0311579 | val_loss: 0.0311743 | Time: 1175.38 ms [2021-08-27 21:09:49 main:574] : INFO : Epoch 1977 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 1185.73 ms [2021-08-27 21:09:50 main:574] : INFO : Epoch 1978 | loss: 0.0311582 | val_loss: 0.0311674 | Time: 1173.25 ms [2021-08-27 21:09:51 main:574] : INFO : Epoch 1979 | loss: 0.0311595 | val_loss: 0.0311694 | Time: 1173.53 ms [2021-08-27 21:09:52 main:574] : INFO : Epoch 1980 | loss: 0.0311591 | val_loss: 0.031171 | Time: 1180.39 ms [2021-08-27 21:09:53 main:574] : INFO : Epoch 1981 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 1176.75 ms [2021-08-27 21:09:54 main:574] : INFO : Epoch 1982 | loss: 0.031157 | val_loss: 0.0311692 | Time: 1182.78 ms [2021-08-27 21:09:56 main:574] : INFO : Epoch 1983 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 1188.22 ms [2021-08-27 21:09:57 main:574] : INFO : Epoch 1984 | loss: 0.0311565 | val_loss: 0.0311684 | Time: 1182.95 ms [2021-08-27 21:09:58 main:574] : INFO : Epoch 1985 | loss: 0.0311555 | val_loss: 0.0311716 | Time: 1177.43 ms [2021-08-27 21:09:59 main:574] : INFO : Epoch 1986 | loss: 0.031157 | val_loss: 0.0311704 | Time: 1181.7 ms [2021-08-27 21:10:00 main:574] : INFO : Epoch 1987 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 1168.69 ms [2021-08-27 21:10:02 main:574] : INFO : Epoch 1988 | loss: 0.0311561 | val_loss: 0.0311719 | Time: 1181.11 ms [2021-08-27 21:10:03 main:574] : INFO : Epoch 1989 | loss: 0.0311573 | val_loss: 0.0311677 | Time: 1176.18 ms [2021-08-27 21:10:04 main:574] : INFO : Epoch 1990 | loss: 0.0311566 | val_loss: 0.0311713 | Time: 1179.07 ms [2021-08-27 21:10:05 main:574] : INFO : Epoch 1991 | loss: 0.0311553 | val_loss: 0.0311691 | Time: 1170.35 ms [2021-08-27 21:10:06 main:574] : INFO : Epoch 1992 | loss: 0.0311543 | val_loss: 0.0311731 | Time: 1179.63 ms [2021-08-27 21:10:07 main:574] : INFO : Epoch 1993 | loss: 0.0311553 | val_loss: 0.0311688 | Time: 1174.75 ms [2021-08-27 21:10:09 main:574] : INFO : Epoch 1994 | loss: 0.0311558 | val_loss: 0.0311736 | Time: 1175.22 ms [2021-08-27 21:10:10 main:574] : INFO : Epoch 1995 | loss: 0.0311587 | val_loss: 0.0311675 | Time: 1181.19 ms [2021-08-27 21:10:11 main:574] : INFO : Epoch 1996 | loss: 0.0311585 | val_loss: 0.0311724 | Time: 1183.72 ms [2021-08-27 21:10:12 main:574] : INFO : Epoch 1997 | loss: 0.0311568 | val_loss: 0.0311723 | Time: 1182.35 ms [2021-08-27 21:10:13 main:574] : INFO : Epoch 1998 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 1170.43 ms [2021-08-27 21:10:15 main:574] : INFO : Epoch 1999 | loss: 0.031155 | val_loss: 0.0311693 | Time: 1180.25 ms [2021-08-27 21:10:16 main:574] : INFO : Epoch 2000 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 1175.35 ms [2021-08-27 21:10:17 main:574] : INFO : Epoch 2001 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 1171.19 ms [2021-08-27 21:10:18 main:574] : INFO : Epoch 2002 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 1171.85 ms [2021-08-27 21:10:19 main:574] : INFO : Epoch 2003 | loss: 0.0311548 | val_loss: 0.0311662 | Time: 1178.52 ms [2021-08-27 21:10:20 main:574] : INFO : Epoch 2004 | loss: 0.0311545 | val_loss: 0.031167 | Time: 1175.81 ms [2021-08-27 21:10:22 main:574] : INFO : Epoch 2005 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 1180.54 ms [2021-08-27 21:10:23 main:574] : INFO : Epoch 2006 | loss: 0.0311542 | val_loss: 0.0311702 | Time: 1175.81 ms [2021-08-27 21:10:24 main:574] : INFO : Epoch 2007 | loss: 0.0311558 | val_loss: 0.0311664 | Time: 1165.3 ms [2021-08-27 21:10:25 main:574] : INFO : Epoch 2008 | loss: 0.0311588 | val_loss: 0.0311687 | Time: 1191.94 ms [2021-08-27 21:10:26 main:574] : INFO : Epoch 2009 | loss: 0.0311579 | val_loss: 0.0311677 | Time: 1185.09 ms [2021-08-27 21:10:28 main:574] : INFO : Epoch 2010 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 1178.32 ms [2021-08-27 21:10:29 main:574] : INFO : Epoch 2011 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 1176.81 ms [2021-08-27 21:10:30 main:574] : INFO : Epoch 2012 | loss: 0.031157 | val_loss: 0.0311686 | Time: 1176.27 ms [2021-08-27 21:10:31 main:574] : INFO : Epoch 2013 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 1171.62 ms [2021-08-27 21:10:32 main:574] : INFO : Epoch 2014 | loss: 0.0311564 | val_loss: 0.0311692 | Time: 1179.09 ms [2021-08-27 21:10:33 main:574] : INFO : Epoch 2015 | loss: 0.0311561 | val_loss: 0.0311709 | Time: 1185.92 ms [2021-08-27 21:10:35 main:574] : INFO : Epoch 2016 | loss: 0.0311572 | val_loss: 0.0311695 | Time: 1181.02 ms [2021-08-27 21:10:36 main:574] : INFO : Epoch 2017 | loss: 0.031155 | val_loss: 0.0311692 | Time: 1179.71 ms [2021-08-27 21:10:37 main:574] : INFO : Epoch 2018 | loss: 0.0311578 | val_loss: 0.0311663 | Time: 1175.54 ms [2021-08-27 21:10:38 main:574] : INFO : Epoch 2019 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 1187.55 ms [2021-08-27 21:10:39 main:574] : INFO : Epoch 2020 | loss: 0.0311604 | val_loss: 0.0311713 | Time: 1183.8 ms [2021-08-27 21:10:41 main:574] : INFO : Epoch 2021 | loss: 0.0311597 | val_loss: 0.0311697 | Time: 1176.85 ms [2021-08-27 21:10:42 main:574] : INFO : Epoch 2022 | loss: 0.0311577 | val_loss: 0.031171 | Time: 1175.91 ms [2021-08-27 21:10:43 main:574] : INFO : Epoch 2023 | loss: 0.0311566 | val_loss: 0.0311683 | Time: 1181.71 ms [2021-08-27 21:10:44 main:574] : INFO : Epoch 2024 | loss: 0.0311569 | val_loss: 0.0311657 | Time: 1180.21 ms [2021-08-27 21:10:45 main:574] : INFO : Epoch 2025 | loss: 0.0311561 | val_loss: 0.0311712 | Time: 1188.54 ms [2021-08-27 21:10:47 main:574] : INFO : Epoch 2026 | loss: 0.0311565 | val_loss: 0.0311681 | Time: 1180.06 ms [2021-08-27 21:10:48 main:574] : INFO : Epoch 2027 | loss: 0.0311552 | val_loss: 0.031168 | Time: 1175.54 ms [2021-08-27 21:10:49 main:574] : INFO : Epoch 2028 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 1182.72 ms [2021-08-27 21:10:50 main:574] : INFO : Epoch 2029 | loss: 0.0311555 | val_loss: 0.0311768 | Time: 1177.2 ms [2021-08-27 21:10:51 main:574] : INFO : Epoch 2030 | loss: 0.0311575 | val_loss: 0.0311664 | Time: 1173.93 ms [2021-08-27 21:10:52 main:574] : INFO : Epoch 2031 | loss: 0.0311567 | val_loss: 0.0311674 | Time: 1173.45 ms [2021-08-27 21:10:54 main:574] : INFO : Epoch 2032 | loss: 0.0311568 | val_loss: 0.0311704 | Time: 1171.35 ms [2021-08-27 21:10:55 main:574] : INFO : Epoch 2033 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 1170.76 ms [2021-08-27 21:10:56 main:574] : INFO : Epoch 2034 | loss: 0.0311564 | val_loss: 0.0311692 | Time: 1181.83 ms [2021-08-27 21:10:57 main:574] : INFO : Epoch 2035 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 1190.34 ms [2021-08-27 21:10:58 main:574] : INFO : Epoch 2036 | loss: 0.0311531 | val_loss: 0.0311712 | Time: 1169.06 ms [2021-08-27 21:11:00 main:574] : INFO : Epoch 2037 | loss: 0.0311546 | val_loss: 0.0311682 | Time: 1183.9 ms [2021-08-27 21:11:01 main:574] : INFO : Epoch 2038 | loss: 0.0311551 | val_loss: 0.0311677 | Time: 1173.96 ms [2021-08-27 21:11:02 main:574] : INFO : Epoch 2039 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 1176.82 ms [2021-08-27 21:11:03 main:574] : INFO : Epoch 2040 | loss: 0.031158 | val_loss: 0.0311669 | Time: 1169.09 ms [2021-08-27 21:11:04 main:574] : INFO : Epoch 2041 | loss: 0.0311597 | val_loss: 0.0311735 | Time: 1178.16 ms [2021-08-27 21:11:05 main:574] : INFO : Epoch 2042 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 1179.13 ms [2021-08-27 21:11:07 main:574] : INFO : Epoch 2043 | loss: 0.0311568 | val_loss: 0.0311658 | Time: 1177.33 ms [2021-08-27 21:11:08 main:574] : INFO : Epoch 2044 | loss: 0.031157 | val_loss: 0.0311662 | Time: 1171.17 ms [2021-08-27 21:11:09 main:574] : INFO : Epoch 2045 | loss: 0.0311574 | val_loss: 0.0311683 | Time: 1178.96 ms [2021-08-27 21:11:10 main:574] : INFO : Epoch 2046 | loss: 0.0311583 | val_loss: 0.0311665 | Time: 1175.89 ms [2021-08-27 21:11:11 main:574] : INFO : Epoch 2047 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 1169.68 ms [2021-08-27 21:11:13 main:574] : INFO : Epoch 2048 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 1176.28 ms [2021-08-27 21:11:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311641 [2021-08-27 21:11:13 main:603] : INFO : Saving end state to config to file [2021-08-27 21:11:13 main:608] : INFO : Success, exiting.. 21:11:13 (11004): 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)