Task 13752840
| Name | ParityModified-1647045028-16265-2-0_0 |
| Workunit | 10839834 |
| Created | 25 Mar 2022, 11:55:18 UTC |
| Sent | 31 Mar 2022, 11:32:34 UTC |
| Report deadline | 8 Apr 2022, 11:32:34 UTC |
| Received | 1 Apr 2022, 20:59:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6264 |
| Run time | 4 hours 5 min 27 sec |
| CPU time | 4 hours 1 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,342.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 06:37:37 main:574] : INFO : Epoch 1657 | loss: 0.0311381 | val_loss: 0.0311757 | Time: 7313.76 ms [2022-04-01 06:37:45 main:574] : INFO : Epoch 1658 | loss: 0.0311397 | val_loss: 0.0311696 | Time: 7371.68 ms [2022-04-01 06:37:52 main:574] : INFO : Epoch 1659 | loss: 0.0311492 | val_loss: 0.0311743 | Time: 7224.08 ms [2022-04-01 06:37:59 main:574] : INFO : Epoch 1660 | loss: 0.0311494 | val_loss: 0.0311756 | Time: 7292.49 ms [2022-04-01 06:38:07 main:574] : INFO : Epoch 1661 | loss: 0.0311462 | val_loss: 0.0311723 | Time: 7281.23 ms [2022-04-01 06:38:14 main:574] : INFO : Epoch 1662 | loss: 0.0311466 | val_loss: 0.0311695 | Time: 7234.72 ms [2022-04-01 06:38:21 main:574] : INFO : Epoch 1663 | loss: 0.0311512 | val_loss: 0.0311683 | Time: 7459 ms [2022-04-01 06:38:29 main:574] : INFO : Epoch 1664 | loss: 0.0311495 | val_loss: 0.0311666 | Time: 7256.8 ms [2022-04-01 06:38:36 main:574] : INFO : Epoch 1665 | loss: 0.031147 | val_loss: 0.0311728 | Time: 7264.84 ms [2022-04-01 06:38:43 main:574] : INFO : Epoch 1666 | loss: 0.0311449 | val_loss: 0.0311728 | Time: 7352.38 ms [2022-04-01 06:38:51 main:574] : INFO : Epoch 1667 | loss: 0.0311451 | val_loss: 0.0311765 | Time: 7364.87 ms [2022-04-01 06:38:58 main:574] : INFO : Epoch 1668 | loss: 0.0311451 | val_loss: 0.0311686 | Time: 7250.32 ms [2022-04-01 06:39:05 main:574] : INFO : Epoch 1669 | loss: 0.0311495 | val_loss: 0.031167 | Time: 7333.99 ms [2022-04-01 06:39:12 main:574] : INFO : Epoch 1670 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 7168.33 ms [2022-04-01 06:39:20 main:574] : INFO : Epoch 1671 | loss: 0.0311482 | val_loss: 0.0311668 | Time: 7222.03 ms [2022-04-01 06:39:27 main:574] : INFO : Epoch 1672 | loss: 0.0311461 | val_loss: 0.031171 | Time: 7489.25 ms [2022-04-01 06:39:34 main:574] : INFO : Epoch 1673 | loss: 0.0311456 | val_loss: 0.0311657 | Time: 7236.75 ms [2022-04-01 06:39:42 main:574] : INFO : Epoch 1674 | loss: 0.0311427 | val_loss: 0.0311719 | Time: 7247.96 ms [2022-04-01 06:39:49 main:574] : INFO : Epoch 1675 | loss: 0.0311425 | val_loss: 0.0311685 | Time: 7457.66 ms [2022-04-01 06:39:56 main:574] : INFO : Epoch 1676 | loss: 0.0311418 | val_loss: 0.0311689 | Time: 7169.05 ms [2022-04-01 06:40:03 main:574] : INFO : Epoch 1677 | loss: 0.0311407 | val_loss: 0.0311732 | Time: 7134.71 ms [2022-04-01 06:40:11 main:574] : INFO : Epoch 1678 | loss: 0.0311389 | val_loss: 0.0311731 | Time: 7327.96 ms [2022-04-01 06:40:18 main:574] : INFO : Epoch 1679 | loss: 0.0311412 | val_loss: 0.031166 | Time: 7267.64 ms [2022-04-01 06:40:25 main:574] : INFO : Epoch 1680 | loss: 0.0311396 | val_loss: 0.031168 | Time: 7284.52 ms [2022-04-01 06:40:33 main:574] : INFO : Epoch 1681 | loss: 0.031139 | val_loss: 0.0311695 | Time: 7402.58 ms [2022-04-01 06:40:40 main:574] : INFO : Epoch 1682 | loss: 0.0311399 | val_loss: 0.0311637 | Time: 7234.46 ms [2022-04-01 06:40:47 main:574] : INFO : Epoch 1683 | loss: 0.0311383 | val_loss: 0.031167 | Time: 7259.87 ms [2022-04-01 06:40:54 main:574] : INFO : Epoch 1684 | loss: 0.0311371 | val_loss: 0.0311712 | Time: 7370.45 ms [2022-04-01 06:41:02 main:574] : INFO : Epoch 1685 | loss: 0.031136 | val_loss: 0.0311725 | Time: 7117.22 ms [2022-04-01 06:41:09 main:574] : INFO : Epoch 1686 | loss: 0.0311378 | val_loss: 0.0311696 | Time: 7228.82 ms [2022-04-01 06:41:16 main:574] : INFO : Epoch 1687 | loss: 0.0311348 | val_loss: 0.0311715 | Time: 7188.03 ms [2022-04-01 06:41:23 main:574] : INFO : Epoch 1688 | loss: 0.0311341 | val_loss: 0.0311677 | Time: 7271.58 ms [2022-04-01 06:41:31 main:574] : INFO : Epoch 1689 | loss: 0.0311367 | val_loss: 0.0311692 | Time: 7245.11 ms [2022-04-01 06:41:38 main:574] : INFO : Epoch 1690 | loss: 0.0311348 | val_loss: 0.0311711 | Time: 7441.31 ms [2022-04-01 06:41:45 main:574] : INFO : Epoch 1691 | loss: 0.0311346 | val_loss: 0.0311726 | Time: 7268.72 ms [2022-04-01 06:41:53 main:574] : INFO : Epoch 1692 | loss: 0.0311326 | val_loss: 0.0311726 | Time: 7288.09 ms [2022-04-01 06:42:00 main:574] : INFO : Epoch 1693 | loss: 0.0311324 | val_loss: 0.0311716 | Time: 7321.64 ms [2022-04-01 06:42:07 main:574] : INFO : Epoch 1694 | loss: 0.031134 | val_loss: 0.0311912 | Time: 6999.03 ms [2022-04-01 06:42:14 main:574] : INFO : Epoch 1695 | loss: 0.0311356 | val_loss: 0.031173 | Time: 7276.3 ms [2022-04-01 06:42:22 main:574] : INFO : Epoch 1696 | loss: 0.0311424 | val_loss: 0.0311767 | Time: 7424.92 ms [2022-04-01 06:42:29 main:574] : INFO : Epoch 1697 | loss: 0.0311564 | val_loss: 0.0311663 | Time: 7248.32 ms [2022-04-01 06:42:36 main:574] : INFO : Epoch 1698 | loss: 0.0311586 | val_loss: 0.0311661 | Time: 7253.66 ms [2022-04-01 06:42:43 main:574] : INFO : Epoch 1699 | loss: 0.031155 | val_loss: 0.0311686 | Time: 7334.5 ms [2022-04-01 06:42:51 main:574] : INFO : Epoch 1700 | loss: 0.0311502 | val_loss: 0.0311725 | Time: 7150.52 ms [2022-04-01 06:42:58 main:574] : INFO : Epoch 1701 | loss: 0.0311489 | val_loss: 0.0311685 | Time: 7368.25 ms [2022-04-01 06:43:05 main:574] : INFO : Epoch 1702 | loss: 0.0311467 | val_loss: 0.0311675 | Time: 7179.36 ms [2022-04-01 06:43:12 main:574] : INFO : Epoch 1703 | loss: 0.0311474 | val_loss: 0.0311753 | Time: 7219.72 ms [2022-04-01 06:43:20 main:574] : INFO : Epoch 1704 | loss: 0.0311453 | val_loss: 0.0311736 | Time: 7287.5 ms [2022-04-01 06:43:27 main:574] : INFO : Epoch 1705 | loss: 0.0311432 | val_loss: 0.0311699 | Time: 7532.36 ms [2022-04-01 06:43:35 main:574] : INFO : Epoch 1706 | loss: 0.031143 | val_loss: 0.0311776 | Time: 7359.35 ms [2022-04-01 06:43:42 main:574] : INFO : Epoch 1707 | loss: 0.0311415 | val_loss: 0.0311699 | Time: 7415.88 ms [2022-04-01 06:43:49 main:574] : INFO : Epoch 1708 | loss: 0.0311396 | val_loss: 0.0311744 | Time: 7425.76 ms [2022-04-01 06:43:57 main:574] : INFO : Epoch 1709 | loss: 0.0311406 | val_loss: 0.0311726 | Time: 7363.42 ms [2022-04-01 06:44:04 main:574] : INFO : Epoch 1710 | loss: 0.0311396 | val_loss: 0.0311701 | Time: 7501.35 ms [2022-04-01 06:44:12 main:574] : INFO : Epoch 1711 | loss: 0.0311382 | val_loss: 0.0311748 | Time: 7423.27 ms [2022-04-01 06:44:19 main:574] : INFO : Epoch 1712 | loss: 0.0311378 | val_loss: 0.0311727 | Time: 7370.35 ms [2022-04-01 06:44:27 main:574] : INFO : Epoch 1713 | loss: 0.0311376 | val_loss: 0.031172 | Time: 7595.99 ms [2022-04-01 06:44:34 main:574] : INFO : Epoch 1714 | loss: 0.0311382 | val_loss: 0.0311821 | Time: 7501.47 ms [2022-04-01 06:44:42 main:574] : INFO : Epoch 1715 | loss: 0.0311404 | val_loss: 0.0311713 | Time: 7462.83 ms [2022-04-01 06:44:49 main:574] : INFO : Epoch 1716 | loss: 0.0311398 | val_loss: 0.0311702 | Time: 7497.91 ms [2022-04-01 06:44:56 main:574] : INFO : Epoch 1717 | loss: 0.0311381 | val_loss: 0.0311712 | Time: 7318.61 ms [2022-04-01 06:45:04 main:574] : INFO : Epoch 1718 | loss: 0.0311366 | val_loss: 0.0311707 | Time: 7168.41 ms [2022-04-01 06:45:11 main:574] : INFO : Epoch 1719 | loss: 0.0311385 | val_loss: 0.031174 | Time: 7518.78 ms [2022-04-01 06:45:19 main:574] : INFO : Epoch 1720 | loss: 0.03114 | val_loss: 0.0311734 | Time: 7352.55 ms [2022-04-01 06:45:26 main:574] : INFO : Epoch 1721 | loss: 0.03114 | val_loss: 0.0311708 | Time: 7291.56 ms [2022-04-01 06:45:33 main:574] : INFO : Epoch 1722 | loss: 0.0311351 | val_loss: 0.031172 | Time: 7376.78 ms [2022-04-01 06:45:41 main:574] : INFO : Epoch 1723 | loss: 0.0311343 | val_loss: 0.0311756 | Time: 7299.36 ms [2022-04-01 06:45:48 main:574] : INFO : Epoch 1724 | loss: 0.0311341 | val_loss: 0.0311775 | Time: 7164.61 ms [2022-04-01 06:45:55 main:574] : INFO : Epoch 1725 | loss: 0.0311314 | val_loss: 0.0311782 | Time: 7260.8 ms [2022-04-01 06:46:02 main:574] : INFO : Epoch 1726 | loss: 0.0311323 | val_loss: 0.0311741 | Time: 7074.69 ms [2022-04-01 06:46:09 main:574] : INFO : Epoch 1727 | loss: 0.0311363 | val_loss: 0.0311711 | Time: 7113.22 ms [2022-04-01 06:46:17 main:574] : INFO : Epoch 1728 | loss: 0.0311337 | val_loss: 0.0311757 | Time: 7290.12 ms [2022-04-01 06:46:24 main:574] : INFO : Epoch 1729 | loss: 0.031134 | val_loss: 0.0311772 | Time: 7194.46 ms [2022-04-01 06:46:31 main:574] : INFO : Epoch 1730 | loss: 0.0311329 | val_loss: 0.0311758 | Time: 7204.3 ms [2022-04-01 06:46:38 main:574] : INFO : Epoch 1731 | loss: 0.0311338 | val_loss: 0.0311742 | Time: 7299.4 ms [2022-04-01 06:46:46 main:574] : INFO : Epoch 1732 | loss: 0.0311349 | val_loss: 0.0311735 | Time: 7218.24 ms [2022-04-01 06:46:53 main:574] : INFO : Epoch 1733 | loss: 0.0311348 | val_loss: 0.0311733 | Time: 7316.73 ms [2022-04-01 06:47:00 main:574] : INFO : Epoch 1734 | loss: 0.031133 | val_loss: 0.0311729 | Time: 7501.23 ms [2022-04-01 06:47:07 main:574] : INFO : Epoch 1735 | loss: 0.0311339 | val_loss: 0.0311743 | Time: 7103.34 ms [2022-04-01 06:47:15 main:574] : INFO : Epoch 1736 | loss: 0.0311312 | val_loss: 0.0311693 | Time: 7381.74 ms [2022-04-01 06:47:22 main:574] : INFO : Epoch 1737 | loss: 0.0311294 | val_loss: 0.0311738 | Time: 7505.58 ms [2022-04-01 06:47:29 main:574] : INFO : Epoch 1738 | loss: 0.0311327 | val_loss: 0.031173 | Time: 7124.04 ms [2022-04-01 06:47:37 main:574] : INFO : Epoch 1739 | loss: 0.0311297 | val_loss: 0.0311691 | Time: 7229.9 ms [2022-04-01 06:47:44 main:574] : INFO : Epoch 1740 | loss: 0.0311278 | val_loss: 0.0311739 | Time: 7276.66 ms [2022-04-01 06:47:51 main:574] : INFO : Epoch 1741 | loss: 0.0311314 | val_loss: 0.031178 | Time: 7224.05 ms [2022-04-01 06:47:58 main:574] : INFO : Epoch 1742 | loss: 0.0311298 | val_loss: 0.0311758 | Time: 6336.52 ms [2022-04-01 06:48:05 main:574] : INFO : Epoch 1743 | loss: 0.0311271 | val_loss: 0.0311743 | Time: 7798.47 ms [2022-04-01 06:48:12 main:574] : INFO : Epoch 1744 | loss: 0.0311278 | val_loss: 0.0311795 | Time: 7017.99 ms [2022-04-01 06:48:19 main:574] : INFO : Epoch 1745 | loss: 0.0311328 | val_loss: 0.031173 | Time: 7058.31 ms [2022-04-01 06:48:27 main:574] : INFO : Epoch 1746 | loss: 0.0311322 | val_loss: 0.0311822 | Time: 7180.79 ms [2022-04-01 06:48:34 main:574] : INFO : Epoch 1747 | loss: 0.0311319 | val_loss: 0.0311827 | Time: 7169.85 ms [2022-04-01 06:48:41 main:574] : INFO : Epoch 1748 | loss: 0.0311318 | val_loss: 0.0311723 | Time: 7267.73 ms [2022-04-01 06:48:48 main:574] : INFO : Epoch 1749 | loss: 0.0311321 | val_loss: 0.0311779 | Time: 7390.53 ms [2022-04-01 06:48:56 main:574] : INFO : Epoch 1750 | loss: 0.0311308 | val_loss: 0.0311781 | Time: 7152.11 ms [2022-04-01 06:49:03 main:574] : INFO : Epoch 1751 | loss: 0.0311315 | val_loss: 0.0311794 | Time: 7145.92 ms [2022-04-01 06:49:10 main:574] : INFO : Epoch 1752 | loss: 0.0311305 | val_loss: 0.0311772 | Time: 7425.69 ms [2022-04-01 06:49:17 main:574] : INFO : Epoch 1753 | loss: 0.0311331 | val_loss: 0.0311722 | Time: 7090.83 ms [2022-04-01 06:49:24 main:574] : INFO : Epoch 1754 | loss: 0.0311334 | val_loss: 0.0311717 | Time: 7174.68 ms [2022-04-01 06:49:32 main:574] : INFO : Epoch 1755 | loss: 0.0311317 | val_loss: 0.0311745 | Time: 7342.34 ms [2022-04-01 06:49:39 main:574] : INFO : Epoch 1756 | loss: 0.03113 | val_loss: 0.0311766 | Time: 7278.46 ms [2022-04-01 06:49:46 main:574] : INFO : Epoch 1757 | loss: 0.0311281 | val_loss: 0.0311775 | Time: 7250.26 ms [2022-04-01 06:49:54 main:574] : INFO : Epoch 1758 | loss: 0.0311287 | val_loss: 0.0311782 | Time: 7362.88 ms [2022-04-01 06:50:01 main:574] : INFO : Epoch 1759 | loss: 0.0311271 | val_loss: 0.031176 | Time: 7229.04 ms [2022-04-01 06:50:08 main:574] : INFO : Epoch 1760 | loss: 0.0311258 | val_loss: 0.0311748 | Time: 7106.21 ms [2022-04-01 06:50:15 main:574] : INFO : Epoch 1761 | loss: 0.0311272 | val_loss: 0.0311812 | Time: 7221.34 ms [2022-04-01 06:50:22 main:574] : INFO : Epoch 1762 | loss: 0.0311308 | val_loss: 0.031184 | Time: 7116.04 ms [2022-04-01 06:50:30 main:574] : INFO : Epoch 1763 | loss: 0.0311287 | val_loss: 0.0311777 | Time: 7305.1 ms [2022-04-01 06:50:37 main:574] : INFO : Epoch 1764 | loss: 0.0311291 | val_loss: 0.0311792 | Time: 7582.47 ms [2022-04-01 06:50:45 main:574] : INFO : Epoch 1765 | loss: 0.0311308 | val_loss: 0.0311765 | Time: 7207.77 ms [2022-04-01 06:50:52 main:574] : INFO : Epoch 1766 | loss: 0.0311294 | val_loss: 0.0311805 | Time: 7301.06 ms [2022-04-01 06:50:59 main:574] : INFO : Epoch 1767 | loss: 0.0311277 | val_loss: 0.0311766 | Time: 7393.74 ms [2022-04-01 06:51:07 main:574] : INFO : Epoch 1768 | loss: 0.0311277 | val_loss: 0.0311767 | Time: 7337.08 ms [2022-04-01 06:51:14 main:574] : INFO : Epoch 1769 | loss: 0.0311255 | val_loss: 0.031183 | Time: 7363.25 ms [2022-04-01 06:51:21 main:574] : INFO : Epoch 1770 | loss: 0.0311266 | val_loss: 0.0311786 | Time: 7494.56 ms [2022-04-01 06:51:29 main:574] : INFO : Epoch 1771 | loss: 0.0311279 | val_loss: 0.0311732 | Time: 7323.73 ms [2022-04-01 06:51:36 main:574] : INFO : Epoch 1772 | loss: 0.0311275 | val_loss: 0.0311793 | Time: 7493.49 ms [2022-04-01 06:51:44 main:574] : INFO : Epoch 1773 | loss: 0.0311271 | val_loss: 0.0311764 | Time: 7423.71 ms [2022-04-01 06:51:51 main:574] : INFO : Epoch 1774 | loss: 0.0311261 | val_loss: 0.0311778 | Time: 7325.02 ms [2022-04-01 06:51:58 main:574] : INFO : Epoch 1775 | loss: 0.0311274 | val_loss: 0.0311774 | Time: 7354.59 ms [2022-04-01 06:52:06 main:574] : INFO : Epoch 1776 | loss: 0.0311297 | val_loss: 0.0311846 | Time: 7595.13 ms [2022-04-01 06:52:13 main:574] : INFO : Epoch 1777 | loss: 0.0311276 | val_loss: 0.0311774 | Time: 7235.93 ms [2022-04-01 06:52:20 main:574] : INFO : Epoch 1778 | loss: 0.0311268 | val_loss: 0.0311857 | Time: 7254.75 ms [2022-04-01 06:52:28 main:574] : INFO : Epoch 1779 | loss: 0.0311259 | val_loss: 0.031173 | Time: 7394.9 ms [2022-04-01 06:52:35 main:574] : INFO : Epoch 1780 | loss: 0.0311281 | val_loss: 0.0311809 | Time: 7244.95 ms [2022-04-01 06:52:42 main:574] : INFO : Epoch 1781 | loss: 0.0311352 | val_loss: 0.0311847 | Time: 7209.85 ms [2022-04-01 06:52:50 main:574] : INFO : Epoch 1782 | loss: 0.0311305 | val_loss: 0.0311768 | Time: 7237.33 ms [2022-04-01 06:52:57 main:574] : INFO : Epoch 1783 | loss: 0.0311268 | val_loss: 0.0311841 | Time: 7130.9 ms [2022-04-01 06:53:04 main:574] : INFO : Epoch 1784 | loss: 0.0311242 | val_loss: 0.0311826 | Time: 7131.66 ms [2022-04-01 06:53:11 main:574] : INFO : Epoch 1785 | loss: 0.0311222 | val_loss: 0.0311853 | Time: 7221.66 ms [2022-04-01 06:53:18 main:574] : INFO : Epoch 1786 | loss: 0.0311242 | val_loss: 0.031175 | Time: 7228.78 ms [2022-04-01 06:53:26 main:574] : INFO : Epoch 1787 | loss: 0.031134 | val_loss: 0.0311764 | Time: 7354.4 ms [2022-04-01 06:53:33 main:574] : INFO : Epoch 1788 | loss: 0.031137 | val_loss: 0.0311732 | Time: 7320.01 ms [2022-04-01 06:53:40 main:574] : INFO : Epoch 1789 | loss: 0.0311313 | val_loss: 0.0311736 | Time: 7239.82 ms [2022-04-01 06:53:47 main:574] : INFO : Epoch 1790 | loss: 0.0311309 | val_loss: 0.0311804 | Time: 7113.23 ms [2022-04-01 06:53:55 main:574] : INFO : Epoch 1791 | loss: 0.0311295 | val_loss: 0.0311818 | Time: 7349.92 ms [2022-04-01 06:54:02 main:574] : INFO : Epoch 1792 | loss: 0.0311309 | val_loss: 0.031179 | Time: 7145.34 ms [2022-04-01 06:54:09 main:574] : INFO : Epoch 1793 | loss: 0.0311292 | val_loss: 0.0312032 | Time: 7166.28 ms [2022-04-01 06:54:16 main:574] : INFO : Epoch 1794 | loss: 0.0311285 | val_loss: 0.031185 | Time: 7212.63 ms [2022-04-01 06:54:23 main:574] : INFO : Epoch 1795 | loss: 0.0311252 | val_loss: 0.031192 | Time: 7045.06 ms [2022-04-01 06:54:30 main:574] : INFO : Epoch 1796 | loss: 0.0311252 | val_loss: 0.03118 | Time: 7098.04 ms [2022-04-01 06:54:38 main:574] : INFO : Epoch 1797 | loss: 0.0311234 | val_loss: 0.0311807 | Time: 7218.18 ms [2022-04-01 06:54:45 main:574] : INFO : Epoch 1798 | loss: 0.0311219 | val_loss: 0.0311825 | Time: 7006.26 ms [2022-04-01 06:54:52 main:574] : INFO : Epoch 1799 | loss: 0.0311269 | val_loss: 0.0311758 | Time: 7155.6 ms [2022-04-01 06:54:59 main:574] : INFO : Epoch 1800 | loss: 0.0311312 | val_loss: 0.0311747 | Time: 7156.95 ms [2022-04-01 06:55:06 main:574] : INFO : Epoch 1801 | loss: 0.0311284 | val_loss: 0.031181 | Time: 7133.9 ms [2022-04-01 06:55:13 main:574] : INFO : Epoch 1802 | loss: 0.0311286 | val_loss: 0.031182 | Time: 7283.07 ms [2022-04-01 06:55:21 main:574] : INFO : Epoch 1803 | loss: 0.031124 | val_loss: 0.0311829 | Time: 7305.89 ms [2022-04-01 06:55:28 main:574] : INFO : Epoch 1804 | loss: 0.0311242 | val_loss: 0.0311801 | Time: 7036.04 ms [2022-04-01 06:55:35 main:574] : INFO : Epoch 1805 | loss: 0.0311246 | val_loss: 0.0311763 | Time: 7185.86 ms [2022-04-01 06:55:42 main:574] : INFO : Epoch 1806 | loss: 0.0311259 | val_loss: 0.0311756 | Time: 7203.45 ms [2022-04-01 06:55:49 main:574] : INFO : Epoch 1807 | loss: 0.0311309 | val_loss: 0.0311839 | Time: 7041.39 ms [2022-04-01 06:55:56 main:574] : INFO : Epoch 1808 | loss: 0.0311375 | val_loss: 0.0311738 | Time: 7134.15 ms [2022-04-01 06:56:03 main:574] : INFO : Epoch 1809 | loss: 0.0311358 | val_loss: 0.0311762 | Time: 7245.62 ms [2022-04-01 06:56:11 main:574] : INFO : Epoch 1810 | loss: 0.0311356 | val_loss: 0.03118 | Time: 7128.6 ms [2022-04-01 06:56:18 main:574] : INFO : Epoch 1811 | loss: 0.031129 | val_loss: 0.0311783 | Time: 7323.72 ms [2022-04-01 06:56:25 main:574] : INFO : Epoch 1812 | loss: 0.0311274 | val_loss: 0.0311762 | Time: 7047.35 ms [2022-04-01 06:56:32 main:574] : INFO : Epoch 1813 | loss: 0.0311264 | val_loss: 0.0311809 | Time: 7141.99 ms [2022-04-01 06:56:40 main:574] : INFO : Epoch 1814 | loss: 0.031124 | val_loss: 0.0311798 | Time: 7304.14 ms [2022-04-01 06:56:47 main:574] : INFO : Epoch 1815 | loss: 0.0311226 | val_loss: 0.031176 | Time: 7166.95 ms [2022-04-01 06:56:54 main:574] : INFO : Epoch 1816 | loss: 0.031124 | val_loss: 0.0311814 | Time: 7139.82 ms [2022-04-01 06:57:01 main:574] : INFO : Epoch 1817 | loss: 0.0311433 | val_loss: 0.0311777 | Time: 7414.6 ms [2022-04-01 06:57:09 main:574] : INFO : Epoch 1818 | loss: 0.0311616 | val_loss: 0.0311753 | Time: 7193.49 ms [2022-04-01 06:57:16 main:574] : INFO : Epoch 1819 | loss: 0.0311562 | val_loss: 0.0311758 | Time: 7043.55 ms [2022-04-01 06:57:23 main:574] : INFO : Epoch 1820 | loss: 0.0311522 | val_loss: 0.0311755 | Time: 7419.58 ms [2022-04-01 06:57:30 main:574] : INFO : Epoch 1821 | loss: 0.0311529 | val_loss: 0.0311753 | Time: 7248.23 ms [2022-04-01 06:57:38 main:574] : INFO : Epoch 1822 | loss: 0.0311489 | val_loss: 0.0311752 | Time: 7285.68 ms [2022-04-01 06:57:45 main:574] : INFO : Epoch 1823 | loss: 0.0311467 | val_loss: 0.0311732 | Time: 7247.85 ms [2022-04-01 06:57:52 main:574] : INFO : Epoch 1824 | loss: 0.0311425 | val_loss: 0.0311746 | Time: 7255.29 ms [2022-04-01 06:57:59 main:574] : INFO : Epoch 1825 | loss: 0.0311395 | val_loss: 0.0311728 | Time: 7279.18 ms [2022-04-01 06:58:07 main:574] : INFO : Epoch 1826 | loss: 0.0311401 | val_loss: 0.0311786 | Time: 7263.16 ms [2022-04-01 06:58:14 main:574] : INFO : Epoch 1827 | loss: 0.0311385 | val_loss: 0.0311739 | Time: 7245.69 ms [2022-04-01 06:58:21 main:574] : INFO : Epoch 1828 | loss: 0.031137 | val_loss: 0.0311732 | Time: 7232.95 ms [2022-04-01 06:58:29 main:574] : INFO : Epoch 1829 | loss: 0.0311347 | val_loss: 0.0311801 | Time: 7491.89 ms [2022-04-01 06:58:36 main:574] : INFO : Epoch 1830 | loss: 0.0311365 | val_loss: 0.0311692 | Time: 7233.57 ms [2022-04-01 06:58:43 main:574] : INFO : Epoch 1831 | loss: 0.0311369 | val_loss: 0.0311715 | Time: 7258.02 ms [2022-04-01 06:58:50 main:574] : INFO : Epoch 1832 | loss: 0.0311357 | val_loss: 0.0311707 | Time: 7261.87 ms [2022-04-01 06:58:58 main:574] : INFO : Epoch 1833 | loss: 0.0311357 | val_loss: 0.0311735 | Time: 7208.83 ms [2022-04-01 06:59:05 main:574] : INFO : Epoch 1834 | loss: 0.0311379 | val_loss: 0.0311761 | Time: 6984.73 ms [2022-04-01 06:59:12 main:574] : INFO : Epoch 1835 | loss: 0.0311357 | val_loss: 0.0311757 | Time: 7340.36 ms [2022-04-01 06:59:19 main:574] : INFO : Epoch 1836 | loss: 0.0311337 | val_loss: 0.0311773 | Time: 7103.38 ms [2022-04-01 06:59:26 main:574] : INFO : Epoch 1837 | loss: 0.031141 | val_loss: 0.0311736 | Time: 7037.77 ms [2022-04-01 06:59:33 main:574] : INFO : Epoch 1838 | loss: 0.0311379 | val_loss: 0.0311738 | Time: 7304.55 ms [2022-04-01 06:59:40 main:574] : INFO : Epoch 1839 | loss: 0.0311385 | val_loss: 0.0311699 | Time: 7013.66 ms [2022-04-01 06:59:47 main:574] : INFO : Epoch 1840 | loss: 0.0311347 | val_loss: 0.0311724 | Time: 7012.69 ms [2022-04-01 06:59:55 main:574] : INFO : Epoch 1841 | loss: 0.0311324 | val_loss: 0.0311762 | Time: 7269.56 ms [2022-04-01 07:00:02 main:574] : INFO : Epoch 1842 | loss: 0.031132 | val_loss: 0.0311709 | Time: 7003.75 ms [2022-04-01 07:00:09 main:574] : INFO : Epoch 1843 | loss: 0.0311322 | val_loss: 0.0311761 | Time: 7353.42 ms [2022-04-01 07:00:16 main:574] : INFO : Epoch 1844 | loss: 0.0311334 | val_loss: 0.0311744 | Time: 7315.13 ms [2022-04-01 07:00:23 main:574] : INFO : Epoch 1845 | loss: 0.0311321 | val_loss: 0.0311748 | Time: 7131.04 ms [2022-04-01 07:00:31 main:574] : INFO : Epoch 1846 | loss: 0.0311312 | val_loss: 0.0311771 | Time: 7245.19 ms [2022-04-01 07:00:38 main:574] : INFO : Epoch 1847 | loss: 0.0311299 | val_loss: 0.0311744 | Time: 7266.38 ms [2022-04-01 07:00:45 main:574] : INFO : Epoch 1848 | loss: 0.0311311 | val_loss: 0.0311734 | Time: 7217.74 ms [2022-04-01 07:00:52 main:574] : INFO : Epoch 1849 | loss: 0.0311277 | val_loss: 0.0311779 | Time: 7264.73 ms [2022-04-01 07:01:00 main:574] : INFO : Epoch 1850 | loss: 0.0311297 | val_loss: 0.031188 | Time: 7309.12 ms [2022-04-01 07:01:07 main:574] : INFO : Epoch 1851 | loss: 0.0311321 | val_loss: 0.0311751 | Time: 6913.94 ms [2022-04-01 07:01:14 main:574] : INFO : Epoch 1852 | loss: 0.0311315 | val_loss: 0.0311885 | Time: 7240.98 ms [2022-04-01 07:01:21 main:574] : INFO : Epoch 1853 | loss: 0.0311304 | val_loss: 0.0311721 | Time: 7156.6 ms [2022-04-01 07:01:28 main:574] : INFO : Epoch 1854 | loss: 0.031128 | val_loss: 0.0311815 | Time: 6983.56 ms [2022-04-01 07:01:35 main:574] : INFO : Epoch 1855 | loss: 0.0311285 | val_loss: 0.0311928 | Time: 7140.87 ms [2022-04-01 07:01:42 main:574] : INFO : Epoch 1856 | loss: 0.0311302 | val_loss: 0.0311757 | Time: 6989.79 ms [2022-04-01 07:01:50 main:574] : INFO : Epoch 1857 | loss: 0.0311374 | val_loss: 0.031174 | Time: 7330.3 ms [2022-04-01 07:01:57 main:574] : INFO : Epoch 1858 | loss: 0.0311471 | val_loss: 0.0311768 | Time: 6976.37 ms [2022-04-01 07:02:04 main:574] : INFO : Epoch 1859 | loss: 0.0311463 | val_loss: 0.0311859 | Time: 7002.68 ms [2022-04-01 07:02:10 main:574] : INFO : Epoch 1860 | loss: 0.0311465 | val_loss: 0.0311822 | Time: 6837.23 ms [2022-04-01 07:02:17 main:574] : INFO : Epoch 1861 | loss: 0.0311362 | val_loss: 0.0311736 | Time: 6970.21 ms [2022-04-01 07:02:24 main:574] : INFO : Epoch 1862 | loss: 0.0311345 | val_loss: 0.0311787 | Time: 6901.13 ms [2022-04-01 07:02:31 main:574] : INFO : Epoch 1863 | loss: 0.0311336 | val_loss: 0.0311757 | Time: 7067.77 ms [2022-04-01 07:02:39 main:574] : INFO : Epoch 1864 | loss: 0.0311312 | val_loss: 0.0311737 | Time: 7214.35 ms [2022-04-01 07:02:46 main:574] : INFO : Epoch 1865 | loss: 0.0311303 | val_loss: 0.0311752 | Time: 7253.14 ms [2022-04-01 07:02:53 main:574] : INFO : Epoch 1866 | loss: 0.0311308 | val_loss: 0.0311728 | Time: 7362.21 ms [2022-04-01 07:03:00 main:574] : INFO : Epoch 1867 | loss: 0.0311357 | val_loss: 0.0311709 | Time: 6892.4 ms [2022-04-01 07:03:07 main:574] : INFO : Epoch 1868 | loss: 0.0311383 | val_loss: 0.0311721 | Time: 7063.55 ms [2022-04-01 07:03:14 main:574] : INFO : Epoch 1869 | loss: 0.0311476 | val_loss: 0.0311748 | Time: 7012.25 ms [2022-04-01 07:03:21 main:574] : INFO : Epoch 1870 | loss: 0.0311453 | val_loss: 0.0311787 | Time: 7222.46 ms [2022-04-01 07:03:28 main:574] : INFO : Epoch 1871 | loss: 0.031142 | val_loss: 0.0311761 | Time: 6948.9 ms [2022-04-01 07:03:35 main:574] : INFO : Epoch 1872 | loss: 0.0311407 | val_loss: 0.0311758 | Time: 7031.15 ms [2022-04-01 07:03:43 main:574] : INFO : Epoch 1873 | loss: 0.0311392 | val_loss: 0.0311716 | Time: 7131.59 ms [2022-04-01 07:03:50 main:574] : INFO : Epoch 1874 | loss: 0.0311364 | val_loss: 0.0311783 | Time: 7490.06 ms [2022-04-01 07:03:57 main:574] : INFO : Epoch 1875 | loss: 0.0311349 | val_loss: 0.0311742 | Time: 7233.57 ms [2022-04-01 07:04:05 main:574] : INFO : Epoch 1876 | loss: 0.0311378 | val_loss: 0.0311729 | Time: 7588.66 ms [2022-04-01 07:04:12 main:574] : INFO : Epoch 1877 | loss: 0.0311389 | val_loss: 0.0311747 | Time: 7446.1 ms [2022-04-01 07:04:20 main:574] : INFO : Epoch 1878 | loss: 0.0311368 | val_loss: 0.0311716 | Time: 7251.71 ms [2022-04-01 07:04:27 main:574] : INFO : Epoch 1879 | loss: 0.031135 | val_loss: 0.0311736 | Time: 7281.11 ms [2022-04-01 07:04:34 main:574] : INFO : Epoch 1880 | loss: 0.0311348 | val_loss: 0.0311721 | Time: 7334.98 ms [2022-04-01 07:04:42 main:574] : INFO : Epoch 1881 | loss: 0.0311333 | val_loss: 0.0311736 | Time: 7280.91 ms [2022-04-01 07:04:49 main:574] : INFO : Epoch 1882 | loss: 0.031134 | val_loss: 0.0311711 | Time: 7387.77 ms [2022-04-01 07:04:56 main:574] : INFO : Epoch 1883 | loss: 0.0311331 | val_loss: 0.0311698 | Time: 7450.81 ms [2022-04-01 07:05:03 main:574] : INFO : Epoch 1884 | loss: 0.0311374 | val_loss: 0.0311696 | Time: 7082.5 ms [2022-04-01 07:05:11 main:574] : INFO : Epoch 1885 | loss: 0.0311348 | val_loss: 0.0311687 | Time: 7369.25 ms [2022-04-01 07:05:18 main:574] : INFO : Epoch 1886 | loss: 0.031132 | val_loss: 0.0311746 | Time: 7584.36 ms [2022-04-01 07:05:26 main:574] : INFO : Epoch 1887 | loss: 0.03113 | val_loss: 0.0311717 | Time: 7157.37 ms [2022-04-01 07:05:33 main:574] : INFO : Epoch 1888 | loss: 0.0311309 | val_loss: 0.0311715 | Time: 7206.3 ms [2022-04-01 07:05:40 main:574] : INFO : Epoch 1889 | loss: 0.0311308 | val_loss: 0.0311728 | Time: 7276.11 ms [2022-04-01 07:05:47 main:574] : INFO : Epoch 1890 | loss: 0.0311278 | val_loss: 0.0311703 | Time: 7129.98 ms [2022-04-01 07:05:54 main:574] : INFO : Epoch 1891 | loss: 0.0311281 | val_loss: 0.0311718 | Time: 6907.13 ms [2022-04-01 07:06:01 main:574] : INFO : Epoch 1892 | loss: 0.0311296 | val_loss: 0.0311685 | Time: 7006.77 ms [2022-04-01 07:06:08 main:574] : INFO : Epoch 1893 | loss: 0.0311315 | val_loss: 0.031168 | Time: 7061.72 ms [2022-04-01 07:06:15 main:574] : INFO : Epoch 1894 | loss: 0.0311311 | val_loss: 0.0311702 | Time: 7022.31 ms [2022-04-01 07:06:22 main:574] : INFO : Epoch 1895 | loss: 0.0311316 | val_loss: 0.0311715 | Time: 7169.7 ms [2022-04-01 07:06:31 main:574] : INFO : Epoch 1896 | loss: 0.0311298 | val_loss: 0.0311728 | Time: 8382.58 ms [2022-04-01 07:06:38 main:574] : INFO : Epoch 1897 | loss: 0.0311267 | val_loss: 0.0311716 | Time: 6761.33 ms [2022-04-01 07:06:45 main:574] : INFO : Epoch 1898 | loss: 0.0311284 | val_loss: 0.0311745 | Time: 7078.63 ms [2022-04-01 07:06:52 main:574] : INFO : Epoch 1899 | loss: 0.0311292 | val_loss: 0.0311729 | Time: 6945.71 ms [2022-04-01 07:06:59 main:574] : INFO : Epoch 1900 | loss: 0.0311272 | val_loss: 0.0311742 | Time: 7044.89 ms [2022-04-01 07:07:06 main:574] : INFO : Epoch 1901 | loss: 0.0311263 | val_loss: 0.031177 | Time: 7177.61 ms [2022-04-01 07:07:13 main:574] : INFO : Epoch 1902 | loss: 0.0311287 | val_loss: 0.0311726 | Time: 7172.86 ms [2022-04-01 07:07:20 main:574] : INFO : Epoch 1903 | loss: 0.0311269 | val_loss: 0.0311766 | Time: 7213.04 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-04-02 04:35:31 main:435] : INFO : Set logging level to 1 [2022-04-02 04:35:31 main:441] : INFO : Running in BOINC Client mode [2022-04-02 04:35:31 main:444] : INFO : Resolving all filenames [2022-04-02 04:35:31 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-02 04:35:31 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-02 04:35:31 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-02 04:35:31 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-02 04:35:31 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-02 04:35:31 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-02 04:35:31 main:474] : INFO : Configuration: [2022-04-02 04:35:31 main:475] : INFO : Model type: GRU [2022-04-02 04:35:31 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-02 04:35:31 main:477] : INFO : Max Epochs: 2048 [2022-04-02 04:35:31 main:478] : INFO : Batch Size: 128 [2022-04-02 04:35:31 main:479] : INFO : Learning Rate: 0.01 [2022-04-02 04:35:31 main:480] : INFO : Patience: 10 [2022-04-02 04:35:31 main:481] : INFO : Hidden Width: 12 [2022-04-02 04:35:31 main:482] : INFO : # Recurrent Layers: 4 [2022-04-02 04:35:31 main:483] : INFO : # Backend Layers: 4 [2022-04-02 04:35:31 main:484] : INFO : # Threads: 1 [2022-04-02 04:35:31 main:486] : INFO : Preparing Dataset [2022-04-02 04:35:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-02 04:35:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-02 04:35:38 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-02 04:35:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-02 04:35:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-02 04:35:39 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-02 04:35:39 main:494] : INFO : Creating Model [2022-04-02 04:35:39 main:507] : INFO : Preparing config file [2022-04-02 04:35:39 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-02 04:35:39 main:512] : INFO : Loading config [2022-04-02 04:35:39 main:514] : INFO : Loading state [2022-04-02 04:35:42 main:559] : INFO : Loading DataLoader into Memory [2022-04-02 04:35:42 main:562] : INFO : Starting Training [2022-04-02 04:35:50 main:574] : INFO : Epoch 1814 | loss: 0.0311543 | val_loss: 0.0311726 | Time: 7849.14 ms [2022-04-02 04:35:55 main:574] : INFO : Epoch 1815 | loss: 0.0311319 | val_loss: 0.0311754 | Time: 5694.94 ms [2022-04-02 04:36:01 main:574] : INFO : Epoch 1816 | loss: 0.0311314 | val_loss: 0.0311712 | Time: 5747.37 ms [2022-04-02 04:36:07 main:574] : INFO : Epoch 1817 | loss: 0.0311317 | val_loss: 0.0311772 | Time: 5904.96 ms [2022-04-02 04:36:13 main:574] : INFO : Epoch 1818 | loss: 0.0311306 | val_loss: 0.0311844 | Time: 5833.46 ms [2022-04-02 04:36:19 main:574] : INFO : Epoch 1819 | loss: 0.0311315 | val_loss: 0.031174 | Time: 5818.76 ms [2022-04-02 04:36:25 main:574] : INFO : Epoch 1820 | loss: 0.0311318 | val_loss: 0.0311807 | Time: 5894.82 ms [2022-04-02 04:36:30 main:574] : INFO : Epoch 1821 | loss: 0.0311283 | val_loss: 0.0311843 | Time: 5823.39 ms [2022-04-02 04:36:36 main:574] : INFO : Epoch 1822 | loss: 0.0311275 | val_loss: 0.0311853 | Time: 5937.99 ms [2022-04-02 04:36:42 main:574] : INFO : Epoch 1823 | loss: 0.031126 | val_loss: 0.0311781 | Time: 5838.03 ms [2022-04-02 04:36:48 main:574] : INFO : Epoch 1824 | loss: 0.031127 | val_loss: 0.0311848 | Time: 5799.13 ms [2022-04-02 04:36:54 main:574] : INFO : Epoch 1825 | loss: 0.0311264 | val_loss: 0.031182 | Time: 5927.61 ms [2022-04-02 04:37:00 main:574] : INFO : Epoch 1826 | loss: 0.0311261 | val_loss: 0.0311811 | Time: 5771.45 ms [2022-04-02 04:37:05 main:574] : INFO : Epoch 1827 | loss: 0.0311266 | val_loss: 0.0311832 | Time: 5729.91 ms [2022-04-02 04:37:11 main:574] : INFO : Epoch 1828 | loss: 0.0311271 | val_loss: 0.0311866 | Time: 5902.16 ms [2022-04-02 04:37:17 main:574] : INFO : Epoch 1829 | loss: 0.0311325 | val_loss: 0.0311806 | Time: 5806.69 ms [2022-04-02 04:37:23 main:574] : INFO : Epoch 1830 | loss: 0.0311316 | val_loss: 0.0311808 | Time: 5792.49 ms [2022-04-02 04:37:29 main:574] : INFO : Epoch 1831 | loss: 0.0311336 | val_loss: 0.0311774 | Time: 5914.9 ms [2022-04-02 04:37:35 main:574] : INFO : Epoch 1832 | loss: 0.0311281 | val_loss: 0.0311758 | Time: 5750.98 ms [2022-04-02 04:37:40 main:574] : INFO : Epoch 1833 | loss: 0.0311269 | val_loss: 0.0311802 | Time: 5807.98 ms [2022-04-02 04:37:46 main:574] : INFO : Epoch 1834 | loss: 0.0311307 | val_loss: 0.0311851 | Time: 5828.89 ms [2022-04-02 04:37:52 main:574] : INFO : Epoch 1835 | loss: 0.03113 | val_loss: 0.0311766 | Time: 5796.98 ms [2022-04-02 04:37:58 main:574] : INFO : Epoch 1836 | loss: 0.0311307 | val_loss: 0.0311807 | Time: 5784.72 ms [2022-04-02 04:38:04 main:574] : INFO : Epoch 1837 | loss: 0.0311275 | val_loss: 0.0311803 | Time: 5937.01 ms [2022-04-02 04:38:10 main:574] : INFO : Epoch 1838 | loss: 0.0311239 | val_loss: 0.0311748 | Time: 5732.08 ms [2022-04-02 04:38:15 main:574] : INFO : Epoch 1839 | loss: 0.0311222 | val_loss: 0.03118 | Time: 5872.78 ms [2022-04-02 04:38:21 main:574] : INFO : Epoch 1840 | loss: 0.031122 | val_loss: 0.0311769 | Time: 5801.99 ms [2022-04-02 04:38:27 main:574] : INFO : Epoch 1841 | loss: 0.0311244 | val_loss: 0.0311816 | Time: 5842.57 ms [2022-04-02 04:38:33 main:574] : INFO : Epoch 1842 | loss: 0.0311237 | val_loss: 0.031187 | Time: 5975.97 ms [2022-04-02 04:38:39 main:574] : INFO : Epoch 1843 | loss: 0.0311236 | val_loss: 0.031179 | Time: 5824.42 ms [2022-04-02 04:38:45 main:574] : INFO : Epoch 1844 | loss: 0.0311223 | val_loss: 0.0311815 | Time: 5826.55 ms [2022-04-02 04:38:51 main:574] : INFO : Epoch 1845 | loss: 0.0311273 | val_loss: 0.0311824 | Time: 5896.12 ms [2022-04-02 04:38:56 main:574] : INFO : Epoch 1846 | loss: 0.031127 | val_loss: 0.0311756 | Time: 5779.5 ms [2022-04-02 04:39:02 main:574] : INFO : Epoch 1847 | loss: 0.0311263 | val_loss: 0.031181 | Time: 5645.51 ms [2022-04-02 04:39:08 main:574] : INFO : Epoch 1848 | loss: 0.0311253 | val_loss: 0.0311827 | Time: 5885.83 ms [2022-04-02 04:39:14 main:574] : INFO : Epoch 1849 | loss: 0.0311252 | val_loss: 0.0311779 | Time: 5825.07 ms [2022-04-02 04:39:19 main:574] : INFO : Epoch 1850 | loss: 0.0311258 | val_loss: 0.0311843 | Time: 5722.24 ms [2022-04-02 04:39:25 main:574] : INFO : Epoch 1851 | loss: 0.0311235 | val_loss: 0.031187 | Time: 5875.31 ms [2022-04-02 04:39:31 main:574] : INFO : Epoch 1852 | loss: 0.0311386 | val_loss: 0.031176 | Time: 5696.61 ms [2022-04-02 04:39:37 main:574] : INFO : Epoch 1853 | loss: 0.0311757 | val_loss: 0.0312274 | Time: 5796.89 ms [2022-04-02 04:39:43 main:574] : INFO : Epoch 1854 | loss: 0.0312388 | val_loss: 0.0312438 | Time: 5843.12 ms [2022-04-02 04:39:48 main:574] : INFO : Epoch 1855 | loss: 0.0312438 | val_loss: 0.0312424 | Time: 5757.44 ms [2022-04-02 04:39:54 main:574] : INFO : Epoch 1856 | loss: 0.0312388 | val_loss: 0.0312354 | Time: 5878.9 ms [2022-04-02 04:40:00 main:574] : INFO : Epoch 1857 | loss: 0.0312366 | val_loss: 0.0312377 | Time: 5877.54 ms [2022-04-02 04:40:06 main:574] : INFO : Epoch 1858 | loss: 0.0312363 | val_loss: 0.031237 | Time: 5706.36 ms [2022-04-02 04:40:12 main:574] : INFO : Epoch 1859 | loss: 0.0312358 | val_loss: 0.0312346 | Time: 5896.85 ms [2022-04-02 04:40:18 main:574] : INFO : Epoch 1860 | loss: 0.0312337 | val_loss: 0.0312358 | Time: 5741.8 ms [2022-04-02 04:40:23 main:574] : INFO : Epoch 1861 | loss: 0.0312342 | val_loss: 0.0312385 | Time: 5782.02 ms [2022-04-02 04:40:29 main:574] : INFO : Epoch 1862 | loss: 0.0312366 | val_loss: 0.0312345 | Time: 5799.19 ms [2022-04-02 04:40:35 main:574] : INFO : Epoch 1863 | loss: 0.0312335 | val_loss: 0.0312353 | Time: 5690.91 ms [2022-04-02 04:40:41 main:574] : INFO : Epoch 1864 | loss: 0.0312339 | val_loss: 0.0312345 | Time: 5786.3 ms [2022-04-02 04:40:47 main:574] : INFO : Epoch 1865 | loss: 0.0312326 | val_loss: 0.0312341 | Time: 5883.2 ms [2022-04-02 04:40:52 main:574] : INFO : Epoch 1866 | loss: 0.0312324 | val_loss: 0.0312338 | Time: 5784.37 ms [2022-04-02 04:40:58 main:574] : INFO : Epoch 1867 | loss: 0.031232 | val_loss: 0.0312328 | Time: 5810.12 ms [2022-04-02 04:41:04 main:574] : INFO : Epoch 1868 | loss: 0.031232 | val_loss: 0.0312343 | Time: 5800.38 ms [2022-04-02 04:41:10 main:574] : INFO : Epoch 1869 | loss: 0.0312316 | val_loss: 0.0312346 | Time: 5769.46 ms [2022-04-02 04:41:16 main:574] : INFO : Epoch 1870 | loss: 0.0312317 | val_loss: 0.0312402 | Time: 5848.94 ms [2022-04-02 04:41:21 main:574] : INFO : Epoch 1871 | loss: 0.0312328 | val_loss: 0.0312347 | Time: 5826.65 ms [2022-04-02 04:41:27 main:574] : INFO : Epoch 1872 | loss: 0.0312326 | val_loss: 0.0312337 | Time: 5758.63 ms [2022-04-02 04:41:33 main:574] : INFO : Epoch 1873 | loss: 0.0312311 | val_loss: 0.0312359 | Time: 5905.24 ms [2022-04-02 04:41:39 main:574] : INFO : Epoch 1874 | loss: 0.0312314 | val_loss: 0.031234 | Time: 5745.66 ms [2022-04-02 04:41:45 main:574] : INFO : Epoch 1875 | loss: 0.0312317 | val_loss: 0.0312322 | Time: 5770.2 ms [2022-04-02 04:41:50 main:574] : INFO : Epoch 1876 | loss: 0.0312311 | val_loss: 0.0312326 | Time: 5915.78 ms [2022-04-02 04:41:56 main:574] : INFO : Epoch 1877 | loss: 0.0312316 | val_loss: 0.0312343 | Time: 5778.58 ms [2022-04-02 04:42:02 main:574] : INFO : Epoch 1878 | loss: 0.0312334 | val_loss: 0.031238 | Time: 5809.56 ms [2022-04-02 04:42:08 main:574] : INFO : Epoch 1879 | loss: 0.0312333 | val_loss: 0.0312341 | Time: 5884.21 ms [2022-04-02 04:42:14 main:574] : INFO : Epoch 1880 | loss: 0.0312319 | val_loss: 0.0312323 | Time: 5757.63 ms [2022-04-02 04:42:20 main:574] : INFO : Epoch 1881 | loss: 0.0312323 | val_loss: 0.0312327 | Time: 5795.08 ms [2022-04-02 04:42:25 main:574] : INFO : Epoch 1882 | loss: 0.0312314 | val_loss: 0.0312353 | Time: 5875.74 ms [2022-04-02 04:42:31 main:574] : INFO : Epoch 1883 | loss: 0.0312308 | val_loss: 0.0312314 | Time: 5792.15 ms [2022-04-02 04:42:37 main:574] : INFO : Epoch 1884 | loss: 0.0312321 | val_loss: 0.0312294 | Time: 5763.84 ms [2022-04-02 04:42:43 main:574] : INFO : Epoch 1885 | loss: 0.0312318 | val_loss: 0.0312317 | Time: 5817.25 ms [2022-04-02 04:42:49 main:574] : INFO : Epoch 1886 | loss: 0.0312316 | val_loss: 0.0312292 | Time: 5806.34 ms [2022-04-02 04:42:54 main:574] : INFO : Epoch 1887 | loss: 0.0312319 | val_loss: 0.0312312 | Time: 5895.12 ms [2022-04-02 04:43:00 main:574] : INFO : Epoch 1888 | loss: 0.0312313 | val_loss: 0.0312288 | Time: 5707.57 ms [2022-04-02 04:43:04 main:574] : INFO : Epoch 1889 | loss: 0.0312307 | val_loss: 0.0312284 | Time: 3811.25 ms [2022-04-02 04:43:10 main:574] : INFO : Epoch 1890 | loss: 0.0312303 | val_loss: 0.0312293 | Time: 5738.44 ms [2022-04-02 04:43:16 main:574] : INFO : Epoch 1891 | loss: 0.031231 | val_loss: 0.03123 | Time: 5921.18 ms [2022-04-02 04:43:21 main:574] : INFO : Epoch 1892 | loss: 0.0312311 | val_loss: 0.0312296 | Time: 5797.1 ms [2022-04-02 04:43:27 main:574] : INFO : Epoch 1893 | loss: 0.0312308 | val_loss: 0.0312295 | Time: 5825.68 ms [2022-04-02 04:43:33 main:574] : INFO : Epoch 1894 | loss: 0.031232 | val_loss: 0.0312302 | Time: 5836.21 ms [2022-04-02 04:43:39 main:574] : INFO : Epoch 1895 | loss: 0.0312294 | val_loss: 0.0312312 | Time: 5867.88 ms [2022-04-02 04:43:45 main:574] : INFO : Epoch 1896 | loss: 0.0312293 | val_loss: 0.0312302 | Time: 5791.48 ms [2022-04-02 04:43:51 main:574] : INFO : Epoch 1897 | loss: 0.0312288 | val_loss: 0.0312342 | Time: 5925.15 ms [2022-04-02 04:43:57 main:574] : INFO : Epoch 1898 | loss: 0.0312296 | val_loss: 0.0312336 | Time: 5780.98 ms [2022-04-02 04:44:02 main:574] : INFO : Epoch 1899 | loss: 0.031232 | val_loss: 0.0312312 | Time: 5822.51 ms [2022-04-02 04:44:08 main:574] : INFO : Epoch 1900 | loss: 0.0312291 | val_loss: 0.0312299 | Time: 5929.83 ms [2022-04-02 04:44:14 main:574] : INFO : Epoch 1901 | loss: 0.0312289 | val_loss: 0.0312274 | Time: 5781.24 ms [2022-04-02 04:44:20 main:574] : INFO : Epoch 1902 | loss: 0.0312283 | val_loss: 0.0312275 | Time: 5802.49 ms [2022-04-02 04:44:26 main:574] : INFO : Epoch 1903 | loss: 0.031228 | val_loss: 0.0312249 | Time: 5896.49 ms [2022-04-02 04:44:32 main:574] : INFO : Epoch 1904 | loss: 0.0312285 | val_loss: 0.0312254 | Time: 5784.1 ms [2022-04-02 04:44:37 main:574] : INFO : Epoch 1905 | loss: 0.0312272 | val_loss: 0.0312258 | Time: 5841.14 ms [2022-04-02 04:44:43 main:574] : INFO : Epoch 1906 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 5840.55 ms [2022-04-02 04:44:49 main:574] : INFO : Epoch 1907 | loss: 0.0312291 | val_loss: 0.0312252 | Time: 5779.18 ms [2022-04-02 04:44:55 main:574] : INFO : Epoch 1908 | loss: 0.0312288 | val_loss: 0.0312258 | Time: 5821.25 ms [2022-04-02 04:45:01 main:574] : INFO : Epoch 1909 | loss: 0.0312289 | val_loss: 0.0312268 | Time: 5676.11 ms [2022-04-02 04:45:06 main:574] : INFO : Epoch 1910 | loss: 0.0312286 | val_loss: 0.0312256 | Time: 5765.87 ms [2022-04-02 04:45:12 main:574] : INFO : Epoch 1911 | loss: 0.0312293 | val_loss: 0.0312247 | Time: 5875.93 ms [2022-04-02 04:45:18 main:574] : INFO : Epoch 1912 | loss: 0.0312288 | val_loss: 0.0312276 | Time: 5786.64 ms [2022-04-02 04:45:24 main:574] : INFO : Epoch 1913 | loss: 0.0312284 | val_loss: 0.0312265 | Time: 5764.98 ms [2022-04-02 04:45:30 main:574] : INFO : Epoch 1914 | loss: 0.0312275 | val_loss: 0.031225 | Time: 5887.38 ms [2022-04-02 04:45:35 main:574] : INFO : Epoch 1915 | loss: 0.0312283 | val_loss: 0.0312298 | Time: 5806.64 ms [2022-04-02 04:45:41 main:574] : INFO : Epoch 1916 | loss: 0.0312284 | val_loss: 0.0312277 | Time: 5757.67 ms [2022-04-02 04:45:47 main:574] : INFO : Epoch 1917 | loss: 0.0312304 | val_loss: 0.0312281 | Time: 5918.14 ms [2022-04-02 04:45:53 main:574] : INFO : Epoch 1918 | loss: 0.0312282 | val_loss: 0.031228 | Time: 5788.8 ms [2022-04-02 04:45:59 main:574] : INFO : Epoch 1919 | loss: 0.0312279 | val_loss: 0.0312287 | Time: 5833.08 ms [2022-04-02 04:46:05 main:574] : INFO : Epoch 1920 | loss: 0.0312287 | val_loss: 0.0312268 | Time: 5805.22 ms [2022-04-02 04:46:10 main:574] : INFO : Epoch 1921 | loss: 0.0312272 | val_loss: 0.031228 | Time: 5763.11 ms [2022-04-02 04:46:16 main:574] : INFO : Epoch 1922 | loss: 0.0312293 | val_loss: 0.0312295 | Time: 5873.81 ms [2022-04-02 04:46:22 main:574] : INFO : Epoch 1923 | loss: 0.0312291 | val_loss: 0.0312289 | Time: 5895.29 ms [2022-04-02 04:46:28 main:574] : INFO : Epoch 1924 | loss: 0.0312295 | val_loss: 0.0312337 | Time: 5816.65 ms [2022-04-02 04:46:34 main:574] : INFO : Epoch 1925 | loss: 0.031229 | val_loss: 0.0312321 | Time: 5868.41 ms [2022-04-02 04:46:40 main:574] : INFO : Epoch 1926 | loss: 0.0312304 | val_loss: 0.0312313 | Time: 5838.16 ms [2022-04-02 04:46:45 main:574] : INFO : Epoch 1927 | loss: 0.0312311 | val_loss: 0.0312292 | Time: 5802.54 ms [2022-04-02 04:46:51 main:574] : INFO : Epoch 1928 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 5868.19 ms [2022-04-02 04:46:57 main:574] : INFO : Epoch 1929 | loss: 0.0312279 | val_loss: 0.0312269 | Time: 5822.27 ms [2022-04-02 04:47:03 main:574] : INFO : Epoch 1930 | loss: 0.0312288 | val_loss: 0.0312278 | Time: 5673.19 ms [2022-04-02 04:47:09 main:574] : INFO : Epoch 1931 | loss: 0.0312379 | val_loss: 0.0312495 | Time: 5898.74 ms [2022-04-02 04:47:15 main:574] : INFO : Epoch 1932 | loss: 0.0312371 | val_loss: 0.0312286 | Time: 5771.38 ms [2022-04-02 04:47:20 main:574] : INFO : Epoch 1933 | loss: 0.0312331 | val_loss: 0.0312263 | Time: 5774 ms [2022-04-02 04:47:26 main:574] : INFO : Epoch 1934 | loss: 0.0312267 | val_loss: 0.031227 | Time: 5821.98 ms [2022-04-02 04:47:32 main:574] : INFO : Epoch 1935 | loss: 0.0312262 | val_loss: 0.0312266 | Time: 5783.08 ms [2022-04-02 04:47:38 main:574] : INFO : Epoch 1936 | loss: 0.0312267 | val_loss: 0.0312272 | Time: 5785.88 ms [2022-04-02 04:47:44 main:574] : INFO : Epoch 1937 | loss: 0.0312268 | val_loss: 0.0312258 | Time: 5879 ms [2022-04-02 04:47:49 main:574] : INFO : Epoch 1938 | loss: 0.0312277 | val_loss: 0.0312325 | Time: 5815.63 ms [2022-04-02 04:47:55 main:574] : INFO : Epoch 1939 | loss: 0.0312286 | val_loss: 0.0312265 | Time: 5801.51 ms [2022-04-02 04:48:01 main:574] : INFO : Epoch 1940 | loss: 0.0312272 | val_loss: 0.0312272 | Time: 5863.71 ms [2022-04-02 04:48:07 main:574] : INFO : Epoch 1941 | loss: 0.0312259 | val_loss: 0.0312248 | Time: 5742.99 ms [2022-04-02 04:48:13 main:574] : INFO : Epoch 1942 | loss: 0.0312264 | val_loss: 0.0312285 | Time: 5871.82 ms [2022-04-02 04:48:18 main:574] : INFO : Epoch 1943 | loss: 0.0312257 | val_loss: 0.0312251 | Time: 5744.05 ms [2022-04-02 04:48:24 main:574] : INFO : Epoch 1944 | loss: 0.031225 | val_loss: 0.0312248 | Time: 5770.47 ms [2022-04-02 04:48:30 main:574] : INFO : Epoch 1945 | loss: 0.0312249 | val_loss: 0.0312249 | Time: 5938.43 ms [2022-04-02 04:48:36 main:574] : INFO : Epoch 1946 | loss: 0.0312253 | val_loss: 0.0312249 | Time: 5729.42 ms [2022-04-02 04:48:42 main:574] : INFO : Epoch 1947 | loss: 0.0312252 | val_loss: 0.0312255 | Time: 5766.39 ms [2022-04-02 04:48:47 main:574] : INFO : Epoch 1948 | loss: 0.0312244 | val_loss: 0.0312248 | Time: 5858.87 ms [2022-04-02 04:48:53 main:574] : INFO : Epoch 1949 | loss: 0.0312249 | val_loss: 0.031225 | Time: 5752.54 ms [2022-04-02 04:48:59 main:574] : INFO : Epoch 1950 | loss: 0.0312249 | val_loss: 0.0312248 | Time: 5743.11 ms [2022-04-02 04:49:05 main:574] : INFO : Epoch 1951 | loss: 0.0312252 | val_loss: 0.0312249 | Time: 5781.61 ms [2022-04-02 04:49:11 main:574] : INFO : Epoch 1952 | loss: 0.0312248 | val_loss: 0.0312244 | Time: 5830.64 ms [2022-04-02 04:49:16 main:574] : INFO : Epoch 1953 | loss: 0.0312247 | val_loss: 0.0312247 | Time: 5852.84 ms [2022-04-02 04:49:22 main:574] : INFO : Epoch 1954 | loss: 0.0312251 | val_loss: 0.0312276 | Time: 5912.13 ms [2022-04-02 04:49:28 main:574] : INFO : Epoch 1955 | loss: 0.0312252 | val_loss: 0.0312259 | Time: 5762.22 ms [2022-04-02 04:49:34 main:574] : INFO : Epoch 1956 | loss: 0.0312252 | val_loss: 0.0312262 | Time: 5826.48 ms [2022-04-02 04:49:40 main:574] : INFO : Epoch 1957 | loss: 0.0312239 | val_loss: 0.0312252 | Time: 5915.1 ms [2022-04-02 04:49:46 main:574] : INFO : Epoch 1958 | loss: 0.0312239 | val_loss: 0.031225 | Time: 5803.91 ms [2022-04-02 04:49:52 main:574] : INFO : Epoch 1959 | loss: 0.031225 | val_loss: 0.0312239 | Time: 5920.69 ms [2022-04-02 04:49:58 main:574] : INFO : Epoch 1960 | loss: 0.0312266 | val_loss: 0.031225 | Time: 5871.73 ms [2022-04-02 04:50:03 main:574] : INFO : Epoch 1961 | loss: 0.031224 | val_loss: 0.0312248 | Time: 5709.51 ms [2022-04-02 04:50:09 main:574] : INFO : Epoch 1962 | loss: 0.0312236 | val_loss: 0.0312246 | Time: 5888.3 ms [2022-04-02 04:50:15 main:574] : INFO : Epoch 1963 | loss: 0.0312242 | val_loss: 0.0312243 | Time: 5735.45 ms [2022-04-02 04:50:21 main:574] : INFO : Epoch 1964 | loss: 0.0312238 | val_loss: 0.0312239 | Time: 5826.5 ms [2022-04-02 04:50:27 main:574] : INFO : Epoch 1965 | loss: 0.0312234 | val_loss: 0.031227 | Time: 5845.12 ms [2022-04-02 04:50:32 main:574] : INFO : Epoch 1966 | loss: 0.0312241 | val_loss: 0.0312239 | Time: 5732.52 ms [2022-04-02 04:50:38 main:574] : INFO : Epoch 1967 | loss: 0.0312239 | val_loss: 0.0312242 | Time: 5772.32 ms [2022-04-02 04:50:44 main:574] : INFO : Epoch 1968 | loss: 0.0312239 | val_loss: 0.0312233 | Time: 6000.39 ms [2022-04-02 04:50:50 main:574] : INFO : Epoch 1969 | loss: 0.0312232 | val_loss: 0.0312235 | Time: 5779.33 ms [2022-04-02 04:50:56 main:574] : INFO : Epoch 1970 | loss: 0.0312241 | val_loss: 0.0312241 | Time: 5800.63 ms [2022-04-02 04:51:01 main:574] : INFO : Epoch 1971 | loss: 0.0312238 | val_loss: 0.0312234 | Time: 5770.72 ms [2022-04-02 04:51:07 main:574] : INFO : Epoch 1972 | loss: 0.0312227 | val_loss: 0.0312237 | Time: 5800.27 ms [2022-04-02 04:51:13 main:574] : INFO : Epoch 1973 | loss: 0.0312228 | val_loss: 0.0312227 | Time: 5845.06 ms [2022-04-02 04:51:19 main:574] : INFO : Epoch 1974 | loss: 0.0312239 | val_loss: 0.0312232 | Time: 5825.08 ms [2022-04-02 04:51:25 main:574] : INFO : Epoch 1975 | loss: 0.0312225 | val_loss: 0.0312228 | Time: 6113.17 ms [2022-04-02 04:51:31 main:574] : INFO : Epoch 1976 | loss: 0.0312226 | val_loss: 0.0312257 | Time: 5858.89 ms [2022-04-02 04:51:37 main:574] : INFO : Epoch 1977 | loss: 0.0312252 | val_loss: 0.0312258 | Time: 5912.19 ms [2022-04-02 04:51:43 main:574] : INFO : Epoch 1978 | loss: 0.0312246 | val_loss: 0.0312254 | Time: 5787.2 ms [2022-04-02 04:51:49 main:574] : INFO : Epoch 1979 | loss: 0.0312232 | val_loss: 0.0312241 | Time: 5908.88 ms [2022-04-02 04:51:54 main:574] : INFO : Epoch 1980 | loss: 0.0312228 | val_loss: 0.0312274 | Time: 5761.8 ms [2022-04-02 04:52:00 main:574] : INFO : Epoch 1981 | loss: 0.0312233 | val_loss: 0.0312226 | Time: 5775.93 ms [2022-04-02 04:52:06 main:574] : INFO : Epoch 1982 | loss: 0.0312223 | val_loss: 0.0312236 | Time: 5845.64 ms [2022-04-02 04:52:12 main:574] : INFO : Epoch 1983 | loss: 0.0312228 | val_loss: 0.0312247 | Time: 5762.55 ms [2022-04-02 04:52:18 main:574] : INFO : Epoch 1984 | loss: 0.0312236 | val_loss: 0.0312242 | Time: 5773.29 ms [2022-04-02 04:52:23 main:574] : INFO : Epoch 1985 | loss: 0.0312258 | val_loss: 0.0312426 | Time: 5900.42 ms [2022-04-02 04:52:29 main:574] : INFO : Epoch 1986 | loss: 0.0312291 | val_loss: 0.0312285 | Time: 5771.75 ms [2022-04-02 04:52:35 main:574] : INFO : Epoch 1987 | loss: 0.0312248 | val_loss: 0.0312272 | Time: 5819.1 ms [2022-04-02 04:52:41 main:574] : INFO : Epoch 1988 | loss: 0.0312236 | val_loss: 0.0312227 | Time: 5867.94 ms [2022-04-02 04:52:47 main:574] : INFO : Epoch 1989 | loss: 0.0312222 | val_loss: 0.0312226 | Time: 5756.12 ms [2022-04-02 04:52:52 main:574] : INFO : Epoch 1990 | loss: 0.0312222 | val_loss: 0.031223 | Time: 5768.06 ms [2022-04-02 04:52:58 main:574] : INFO : Epoch 1991 | loss: 0.0312222 | val_loss: 0.0312219 | Time: 5898.87 ms [2022-04-02 04:53:04 main:574] : INFO : Epoch 1992 | loss: 0.0312214 | val_loss: 0.0312223 | Time: 5804.41 ms [2022-04-02 04:53:10 main:574] : INFO : Epoch 1993 | loss: 0.0312216 | val_loss: 0.0312221 | Time: 5790.79 ms [2022-04-02 04:53:16 main:574] : INFO : Epoch 1994 | loss: 0.0312223 | val_loss: 0.0312226 | Time: 5830.21 ms [2022-04-02 04:53:22 main:574] : INFO : Epoch 1995 | loss: 0.0312216 | val_loss: 0.031222 | Time: 5801.19 ms [2022-04-02 04:53:27 main:574] : INFO : Epoch 1996 | loss: 0.0312216 | val_loss: 0.0312225 | Time: 5872.63 ms [2022-04-02 04:53:33 main:574] : INFO : Epoch 1997 | loss: 0.0312218 | val_loss: 0.0312235 | Time: 5880.85 ms [2022-04-02 04:53:39 main:574] : INFO : Epoch 1998 | loss: 0.0312224 | val_loss: 0.0312216 | Time: 5755.41 ms [2022-04-02 04:53:45 main:574] : INFO : Epoch 1999 | loss: 0.0312228 | val_loss: 0.0312214 | Time: 5882.99 ms [2022-04-02 04:53:51 main:574] : INFO : Epoch 2000 | loss: 0.0312218 | val_loss: 0.0312232 | Time: 5754.81 ms [2022-04-02 04:53:57 main:574] : INFO : Epoch 2001 | loss: 0.0312217 | val_loss: 0.0312214 | Time: 5763.42 ms [2022-04-02 04:54:02 main:574] : INFO : Epoch 2002 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 5826.46 ms [2022-04-02 04:54:08 main:574] : INFO : Epoch 2003 | loss: 0.031222 | val_loss: 0.0312217 | Time: 5767.94 ms [2022-04-02 04:54:14 main:574] : INFO : Epoch 2004 | loss: 0.0312224 | val_loss: 0.0312234 | Time: 5756.46 ms [2022-04-02 04:54:20 main:574] : INFO : Epoch 2005 | loss: 0.0312222 | val_loss: 0.0312238 | Time: 5875.6 ms [2022-04-02 04:54:26 main:574] : INFO : Epoch 2006 | loss: 0.031221 | val_loss: 0.0312227 | Time: 5740.35 ms [2022-04-02 04:54:31 main:574] : INFO : Epoch 2007 | loss: 0.031222 | val_loss: 0.0312209 | Time: 5717.48 ms [2022-04-02 04:54:37 main:574] : INFO : Epoch 2008 | loss: 0.0312209 | val_loss: 0.0312217 | Time: 5889.38 ms [2022-04-02 04:54:43 main:574] : INFO : Epoch 2009 | loss: 0.0312207 | val_loss: 0.0312219 | Time: 5771.07 ms [2022-04-02 04:54:49 main:574] : INFO : Epoch 2010 | loss: 0.0312208 | val_loss: 0.0312219 | Time: 5852.67 ms [2022-04-02 04:54:55 main:574] : INFO : Epoch 2011 | loss: 0.031221 | val_loss: 0.0312216 | Time: 5875 ms [2022-04-02 04:55:00 main:574] : INFO : Epoch 2012 | loss: 0.0312215 | val_loss: 0.0312233 | Time: 5782.26 ms [2022-04-02 04:55:06 main:574] : INFO : Epoch 2013 | loss: 0.0312215 | val_loss: 0.0312221 | Time: 5872.47 ms [2022-04-02 04:55:12 main:574] : INFO : Epoch 2014 | loss: 0.0312212 | val_loss: 0.031226 | Time: 5711.1 ms [2022-04-02 04:55:18 main:574] : INFO : Epoch 2015 | loss: 0.0312211 | val_loss: 0.0312213 | Time: 5854.74 ms [2022-04-02 04:55:24 main:574] : INFO : Epoch 2016 | loss: 0.0312204 | val_loss: 0.0312207 | Time: 5805.06 ms [2022-04-02 04:55:29 main:574] : INFO : Epoch 2017 | loss: 0.03122 | val_loss: 0.0312235 | Time: 5761.38 ms [2022-04-02 04:55:35 main:574] : INFO : Epoch 2018 | loss: 0.0312207 | val_loss: 0.0312212 | Time: 5712.22 ms [2022-04-02 04:55:41 main:574] : INFO : Epoch 2019 | loss: 0.0312199 | val_loss: 0.0312205 | Time: 5857.56 ms [2022-04-02 04:55:47 main:574] : INFO : Epoch 2020 | loss: 0.0312202 | val_loss: 0.0312242 | Time: 5750.81 ms [2022-04-02 04:55:53 main:574] : INFO : Epoch 2021 | loss: 0.0312208 | val_loss: 0.0312209 | Time: 5822.54 ms [2022-04-02 04:55:58 main:574] : INFO : Epoch 2022 | loss: 0.0312194 | val_loss: 0.031222 | Time: 5866.18 ms [2022-04-02 04:56:04 main:574] : INFO : Epoch 2023 | loss: 0.0312193 | val_loss: 0.0312207 | Time: 5884.55 ms [2022-04-02 04:56:10 main:574] : INFO : Epoch 2024 | loss: 0.0312204 | val_loss: 0.0312223 | Time: 5792.06 ms [2022-04-02 04:56:16 main:574] : INFO : Epoch 2025 | loss: 0.0312191 | val_loss: 0.0312207 | Time: 5882.5 ms [2022-04-02 04:56:22 main:574] : INFO : Epoch 2026 | loss: 0.0312198 | val_loss: 0.0312202 | Time: 5800.7 ms [2022-04-02 04:56:28 main:574] : INFO : Epoch 2027 | loss: 0.0312211 | val_loss: 0.0312231 | Time: 5802.13 ms [2022-04-02 04:56:34 main:574] : INFO : Epoch 2028 | loss: 0.0312203 | val_loss: 0.0312243 | Time: 5895.79 ms [2022-04-02 04:56:39 main:574] : INFO : Epoch 2029 | loss: 0.031221 | val_loss: 0.0312202 | Time: 5807.41 ms [2022-04-02 04:56:45 main:574] : INFO : Epoch 2030 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 5901.77 ms [2022-04-02 04:56:51 main:574] : INFO : Epoch 2031 | loss: 0.0312197 | val_loss: 0.031222 | Time: 5832.56 ms [2022-04-02 04:56:57 main:574] : INFO : Epoch 2032 | loss: 0.0312203 | val_loss: 0.0312222 | Time: 5818.54 ms [2022-04-02 04:57:03 main:574] : INFO : Epoch 2033 | loss: 0.031219 | val_loss: 0.0312197 | Time: 5843 ms [2022-04-02 04:57:09 main:574] : INFO : Epoch 2034 | loss: 0.0312189 | val_loss: 0.0312207 | Time: 5771.1 ms [2022-04-02 04:57:14 main:574] : INFO : Epoch 2035 | loss: 0.0312184 | val_loss: 0.0312197 | Time: 5862.17 ms [2022-04-02 04:57:20 main:574] : INFO : Epoch 2036 | loss: 0.0312189 | val_loss: 0.0312228 | Time: 5876.33 ms [2022-04-02 04:57:26 main:574] : INFO : Epoch 2037 | loss: 0.0312196 | val_loss: 0.0312224 | Time: 5723.3 ms [2022-04-02 04:57:32 main:574] : INFO : Epoch 2038 | loss: 0.0312205 | val_loss: 0.0312193 | Time: 5767.32 ms [2022-04-02 04:57:38 main:574] : INFO : Epoch 2039 | loss: 0.0312193 | val_loss: 0.0312189 | Time: 5920.87 ms [2022-04-02 04:57:44 main:574] : INFO : Epoch 2040 | loss: 0.0312184 | val_loss: 0.0312186 | Time: 5805.64 ms [2022-04-02 04:57:49 main:574] : INFO : Epoch 2041 | loss: 0.0312188 | val_loss: 0.0312188 | Time: 5848.6 ms [2022-04-02 04:57:55 main:574] : INFO : Epoch 2042 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 5961.74 ms [2022-04-02 04:58:01 main:574] : INFO : Epoch 2043 | loss: 0.0312186 | val_loss: 0.0312196 | Time: 5580.22 ms [2022-04-02 04:58:05 main:574] : INFO : Epoch 2044 | loss: 0.0312198 | val_loss: 0.0312204 | Time: 3609.14 ms [2022-04-02 04:58:10 main:574] : INFO : Epoch 2045 | loss: 0.0312194 | val_loss: 0.0312193 | Time: 5828.78 ms [2022-04-02 04:58:16 main:574] : INFO : Epoch 2046 | loss: 0.0312203 | val_loss: 0.0312189 | Time: 5828.66 ms [2022-04-02 04:58:22 main:574] : INFO : Epoch 2047 | loss: 0.0312207 | val_loss: 0.031223 | Time: 5836.37 ms [2022-04-02 04:58:28 main:574] : INFO : Epoch 2048 | loss: 0.0312209 | val_loss: 0.0312189 | Time: 5790.96 ms [2022-04-02 04:58:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312189 [2022-04-02 04:58:28 main:603] : INFO : Saving end state to config to file [2022-04-02 04:58:28 main:608] : INFO : Success, exiting.. 04:58:28 (22076): 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)