Task 13764127
| Name | ParityModified-1647047478-25198-2-0_0 |
| Workunit | 10849776 |
| Created | 25 Mar 2022, 18:24:13 UTC |
| Sent | 31 Mar 2022, 15:45:32 UTC |
| Report deadline | 8 Apr 2022, 15:45:32 UTC |
| Received | 6 Apr 2022, 16:28:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20730 |
| Run time | 1 hours 2 min 15 sec |
| CPU time | 59 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,197.48 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1705 | loss: 0.0311305 | val_loss: 0.0311605 | Time: 1657.24 ms [2022-04-06 12:07:22 main:574] : INFO : Epoch 1706 | loss: 0.031131 | val_loss: 0.0311581 | Time: 1652.38 ms [2022-04-06 12:07:23 main:574] : INFO : Epoch 1707 | loss: 0.0311282 | val_loss: 0.0311601 | Time: 1651.12 ms [2022-04-06 12:07:25 main:574] : INFO : Epoch 1708 | loss: 0.0311322 | val_loss: 0.0311609 | Time: 1652.21 ms [2022-04-06 12:07:27 main:574] : INFO : Epoch 1709 | loss: 0.0311278 | val_loss: 0.0311546 | Time: 1649.39 ms [2022-04-06 12:07:28 main:574] : INFO : Epoch 1710 | loss: 0.0311277 | val_loss: 0.0311553 | Time: 1648.91 ms [2022-04-06 12:07:30 main:574] : INFO : Epoch 1711 | loss: 0.0311271 | val_loss: 0.0311588 | Time: 1655.03 ms [2022-04-06 12:07:32 main:574] : INFO : Epoch 1712 | loss: 0.0311282 | val_loss: 0.0311547 | Time: 1673.29 ms [2022-04-06 12:07:33 main:574] : INFO : Epoch 1713 | loss: 0.0311272 | val_loss: 0.0311586 | Time: 1660.83 ms [2022-04-06 12:07:35 main:574] : INFO : Epoch 1714 | loss: 0.0311263 | val_loss: 0.0311583 | Time: 1653.71 ms [2022-04-06 12:07:37 main:574] : INFO : Epoch 1715 | loss: 0.031125 | val_loss: 0.0311586 | Time: 1655.27 ms [2022-04-06 12:07:38 main:574] : INFO : Epoch 1716 | loss: 0.0311264 | val_loss: 0.0311611 | Time: 1659.03 ms [2022-04-06 12:07:40 main:574] : INFO : Epoch 1717 | loss: 0.0311289 | val_loss: 0.0311623 | Time: 1661.48 ms [2022-04-06 12:07:42 main:574] : INFO : Epoch 1718 | loss: 0.0311276 | val_loss: 0.0311621 | Time: 1659.22 ms [2022-04-06 12:07:43 main:574] : INFO : Epoch 1719 | loss: 0.0311264 | val_loss: 0.0311586 | Time: 1664.66 ms [2022-04-06 12:07:45 main:574] : INFO : Epoch 1720 | loss: 0.0311268 | val_loss: 0.0311615 | Time: 1661.44 ms [2022-04-06 12:07:47 main:574] : INFO : Epoch 1721 | loss: 0.0311261 | val_loss: 0.0311597 | Time: 1671.38 ms [2022-04-06 12:07:48 main:574] : INFO : Epoch 1722 | loss: 0.031125 | val_loss: 0.0311601 | Time: 1659.79 ms [2022-04-06 12:07:50 main:574] : INFO : Epoch 1723 | loss: 0.0311287 | val_loss: 0.0311595 | Time: 1656.77 ms [2022-04-06 12:07:52 main:574] : INFO : Epoch 1724 | loss: 0.0311351 | val_loss: 0.0311606 | Time: 1663.5 ms [2022-04-06 12:07:53 main:574] : INFO : Epoch 1725 | loss: 0.0311328 | val_loss: 0.031159 | Time: 1676.57 ms [2022-04-06 12:07:55 main:574] : INFO : Epoch 1726 | loss: 0.0311302 | val_loss: 0.0311634 | Time: 1658.25 ms [2022-04-06 12:07:57 main:574] : INFO : Epoch 1727 | loss: 0.0311309 | val_loss: 0.0311575 | Time: 1659.72 ms [2022-04-06 12:07:58 main:574] : INFO : Epoch 1728 | loss: 0.0311343 | val_loss: 0.0311642 | Time: 1658.23 ms [2022-04-06 12:08:00 main:574] : INFO : Epoch 1729 | loss: 0.0311368 | val_loss: 0.0311585 | Time: 1672.72 ms [2022-04-06 12:08:02 main:574] : INFO : Epoch 1730 | loss: 0.0311311 | val_loss: 0.0311644 | Time: 1660.97 ms [2022-04-06 12:08:03 main:574] : INFO : Epoch 1731 | loss: 0.0311289 | val_loss: 0.0311602 | Time: 1661.66 ms [2022-04-06 12:08:05 main:574] : INFO : Epoch 1732 | loss: 0.0311282 | val_loss: 0.0311608 | Time: 1658.83 ms [2022-04-06 12:08:07 main:574] : INFO : Epoch 1733 | loss: 0.0311272 | val_loss: 0.031162 | Time: 1698.45 ms [2022-04-06 12:08:08 main:574] : INFO : Epoch 1734 | loss: 0.0311281 | val_loss: 0.0311592 | Time: 1706.25 ms [2022-04-06 12:08:10 main:574] : INFO : Epoch 1735 | loss: 0.031126 | val_loss: 0.0311599 | Time: 1664.98 ms [2022-04-06 12:08:12 main:574] : INFO : Epoch 1736 | loss: 0.0311242 | val_loss: 0.031157 | Time: 1657.18 ms [2022-04-06 12:08:13 main:574] : INFO : Epoch 1737 | loss: 0.0311238 | val_loss: 0.0311597 | Time: 1672.25 ms [2022-04-06 12:08:15 main:574] : INFO : Epoch 1738 | loss: 0.0311236 | val_loss: 0.0311609 | Time: 1658.88 ms [2022-04-06 12:08:17 main:574] : INFO : Epoch 1739 | loss: 0.0311226 | val_loss: 0.0311603 | Time: 1664.72 ms [2022-04-06 12:08:18 main:574] : INFO : Epoch 1740 | loss: 0.0311225 | val_loss: 0.0311594 | Time: 1660.62 ms [2022-04-06 12:08:20 main:574] : INFO : Epoch 1741 | loss: 0.0311278 | val_loss: 0.0311577 | Time: 1657.14 ms [2022-04-06 12:08:22 main:574] : INFO : Epoch 1742 | loss: 0.0311291 | val_loss: 0.0311628 | Time: 1659.76 ms [2022-04-06 12:08:23 main:574] : INFO : Epoch 1743 | loss: 0.0311289 | val_loss: 0.0311591 | Time: 1663.03 ms [2022-04-06 12:08:25 main:574] : INFO : Epoch 1744 | loss: 0.0311289 | val_loss: 0.0311607 | Time: 1657.37 ms [2022-04-06 12:08:27 main:574] : INFO : Epoch 1745 | loss: 0.0311252 | val_loss: 0.0311621 | Time: 1657.61 ms [2022-04-06 12:08:28 main:574] : INFO : Epoch 1746 | loss: 0.0311245 | val_loss: 0.0311601 | Time: 1660.36 ms [2022-04-06 12:08:30 main:574] : INFO : Epoch 1747 | loss: 0.0311252 | val_loss: 0.0311593 | Time: 1676.48 ms [2022-04-06 12:08:32 main:574] : INFO : Epoch 1748 | loss: 0.0311256 | val_loss: 0.0311585 | Time: 1656.64 ms [2022-04-06 12:08:33 main:574] : INFO : Epoch 1749 | loss: 0.031124 | val_loss: 0.0311635 | Time: 1658.77 ms [2022-04-06 12:08:35 main:574] : INFO : Epoch 1750 | loss: 0.0311236 | val_loss: 0.031166 | Time: 1664.05 ms [2022-04-06 12:08:37 main:574] : INFO : Epoch 1751 | loss: 0.0311243 | val_loss: 0.0311638 | Time: 1656.01 ms [2022-04-06 12:08:38 main:574] : INFO : Epoch 1752 | loss: 0.0311228 | val_loss: 0.0311609 | Time: 1659.05 ms [2022-04-06 12:08:40 main:574] : INFO : Epoch 1753 | loss: 0.0311293 | val_loss: 0.0311586 | Time: 1659.24 ms [2022-04-06 12:08:42 main:574] : INFO : Epoch 1754 | loss: 0.0311331 | val_loss: 0.0311598 | Time: 1659.5 ms [2022-04-06 12:08:43 main:574] : INFO : Epoch 1755 | loss: 0.0311329 | val_loss: 0.0311559 | Time: 1655.94 ms [2022-04-06 12:08:45 main:574] : INFO : Epoch 1756 | loss: 0.031134 | val_loss: 0.0311588 | Time: 1666.05 ms [2022-04-06 12:08:47 main:574] : INFO : Epoch 1757 | loss: 0.0311344 | val_loss: 0.0311585 | Time: 1661.4 ms [2022-04-06 12:08:48 main:574] : INFO : Epoch 1758 | loss: 0.0311357 | val_loss: 0.0311582 | Time: 1662.63 ms [2022-04-06 12:08:50 main:574] : INFO : Epoch 1759 | loss: 0.0311322 | val_loss: 0.0311581 | Time: 1659.44 ms [2022-04-06 12:08:52 main:574] : INFO : Epoch 1760 | loss: 0.0311316 | val_loss: 0.0311595 | Time: 1665.27 ms [2022-04-06 12:08:53 main:574] : INFO : Epoch 1761 | loss: 0.0311318 | val_loss: 0.03116 | Time: 1660.36 ms [2022-04-06 12:08:55 main:574] : INFO : Epoch 1762 | loss: 0.0311322 | val_loss: 0.0311579 | Time: 1661.6 ms [2022-04-06 12:08:57 main:574] : INFO : Epoch 1763 | loss: 0.0311286 | val_loss: 0.0311564 | Time: 1657.91 ms [2022-04-06 12:08:58 main:574] : INFO : Epoch 1764 | loss: 0.0311269 | val_loss: 0.0311549 | Time: 1676.13 ms [2022-04-06 12:09:00 main:574] : INFO : Epoch 1765 | loss: 0.0311279 | val_loss: 0.0311551 | Time: 1660.02 ms [2022-04-06 12:09:02 main:574] : INFO : Epoch 1766 | loss: 0.0311259 | val_loss: 0.0311565 | Time: 1666.58 ms [2022-04-06 12:09:03 main:574] : INFO : Epoch 1767 | loss: 0.0311293 | val_loss: 0.0311628 | Time: 1655.3 ms [2022-04-06 12:09:05 main:574] : INFO : Epoch 1768 | loss: 0.0311308 | val_loss: 0.0311555 | Time: 1650.96 ms [2022-04-06 12:09:07 main:574] : INFO : Epoch 1769 | loss: 0.0311297 | val_loss: 0.0311589 | Time: 1661.98 ms [2022-04-06 12:09:08 main:574] : INFO : Epoch 1770 | loss: 0.0311255 | val_loss: 0.0311619 | Time: 1655.57 ms [2022-04-06 12:09:10 main:574] : INFO : Epoch 1771 | loss: 0.0311252 | val_loss: 0.0311611 | Time: 1656.87 ms [2022-04-06 12:09:12 main:574] : INFO : Epoch 1772 | loss: 0.031125 | val_loss: 0.0311593 | Time: 1664.33 ms [2022-04-06 12:09:13 main:574] : INFO : Epoch 1773 | loss: 0.0311228 | val_loss: 0.0311617 | Time: 1662.53 ms [2022-04-06 12:09:15 main:574] : INFO : Epoch 1774 | loss: 0.0311255 | val_loss: 0.0311574 | Time: 1670.09 ms [2022-04-06 12:09:17 main:574] : INFO : Epoch 1775 | loss: 0.0311304 | val_loss: 0.0311595 | Time: 1658.81 ms [2022-04-06 12:09:18 main:574] : INFO : Epoch 1776 | loss: 0.0311293 | val_loss: 0.0311638 | Time: 1658.24 ms [2022-04-06 12:09:20 main:574] : INFO : Epoch 1777 | loss: 0.0311291 | val_loss: 0.0311644 | Time: 1657.95 ms [2022-04-06 12:09:22 main:574] : INFO : Epoch 1778 | loss: 0.0311305 | val_loss: 0.0311653 | Time: 1657.85 ms [2022-04-06 12:09:23 main:574] : INFO : Epoch 1779 | loss: 0.0311299 | val_loss: 0.0311615 | Time: 1657.32 ms [2022-04-06 12:09:25 main:574] : INFO : Epoch 1780 | loss: 0.031129 | val_loss: 0.0311627 | Time: 1664.83 ms [2022-04-06 12:09:27 main:574] : INFO : Epoch 1781 | loss: 0.031128 | val_loss: 0.0311622 | Time: 1664.77 ms [2022-04-06 12:09:28 main:574] : INFO : Epoch 1782 | loss: 0.03113 | val_loss: 0.0311621 | Time: 1675.33 ms [2022-04-06 12:09:30 main:574] : INFO : Epoch 1783 | loss: 0.0311334 | val_loss: 0.0311589 | Time: 1659.38 ms [2022-04-06 12:09:32 main:574] : INFO : Epoch 1784 | loss: 0.0311319 | val_loss: 0.0311616 | Time: 1652.85 ms [2022-04-06 12:09:33 main:574] : INFO : Epoch 1785 | loss: 0.0311309 | val_loss: 0.0311583 | Time: 1657.29 ms [2022-04-06 12:09:35 main:574] : INFO : Epoch 1786 | loss: 0.0311305 | val_loss: 0.0311594 | Time: 1659.98 ms [2022-04-06 12:09:37 main:574] : INFO : Epoch 1787 | loss: 0.0311296 | val_loss: 0.0311629 | Time: 1660.68 ms [2022-04-06 12:09:38 main:574] : INFO : Epoch 1788 | loss: 0.0311291 | val_loss: 0.0311566 | Time: 1660.12 ms [2022-04-06 12:09:40 main:574] : INFO : Epoch 1789 | loss: 0.0311275 | val_loss: 0.0311574 | Time: 1659.85 ms [2022-04-06 12:09:42 main:574] : INFO : Epoch 1790 | loss: 0.0311271 | val_loss: 0.0311634 | Time: 1660.88 ms [2022-04-06 12:09:43 main:574] : INFO : Epoch 1791 | loss: 0.0311274 | val_loss: 0.0311612 | Time: 1669.96 ms [2022-04-06 12:09:45 main:574] : INFO : Epoch 1792 | loss: 0.0311279 | val_loss: 0.0311555 | Time: 1661.39 ms [2022-04-06 12:09:47 main:574] : INFO : Epoch 1793 | loss: 0.0311285 | val_loss: 0.031155 | Time: 1659.21 ms [2022-04-06 12:09:48 main:574] : INFO : Epoch 1794 | loss: 0.031128 | val_loss: 0.0311594 | Time: 1660.07 ms [2022-04-06 12:09:50 main:574] : INFO : Epoch 1795 | loss: 0.0311257 | val_loss: 0.0311627 | Time: 1655.92 ms [2022-04-06 12:09:52 main:574] : INFO : Epoch 1796 | loss: 0.0311239 | val_loss: 0.0311611 | Time: 1659.92 ms [2022-04-06 12:09:53 main:574] : INFO : Epoch 1797 | loss: 0.0311236 | val_loss: 0.0311557 | Time: 1662.98 ms [2022-04-06 12:09:55 main:574] : INFO : Epoch 1798 | loss: 0.0311264 | val_loss: 0.0311606 | Time: 1655.98 ms [2022-04-06 12:09:57 main:574] : INFO : Epoch 1799 | loss: 0.0311295 | val_loss: 0.0311577 | Time: 1675.74 ms [2022-04-06 12:09:58 main:574] : INFO : Epoch 1800 | loss: 0.0311276 | val_loss: 0.031158 | Time: 1662.36 ms [2022-04-06 12:10:00 main:574] : INFO : Epoch 1801 | loss: 0.0311263 | val_loss: 0.0311576 | Time: 1658.76 ms [2022-04-06 12:10:02 main:574] : INFO : Epoch 1802 | loss: 0.031127 | val_loss: 0.0311658 | Time: 1657.6 ms [2022-04-06 12:10:03 main:574] : INFO : Epoch 1803 | loss: 0.0311288 | val_loss: 0.031159 | Time: 1665.44 ms [2022-04-06 12:10:05 main:574] : INFO : Epoch 1804 | loss: 0.0311238 | val_loss: 0.0311623 | Time: 1661.24 ms [2022-04-06 12:10:07 main:574] : INFO : Epoch 1805 | loss: 0.0311229 | val_loss: 0.0311649 | Time: 1661.67 ms [2022-04-06 12:10:08 main:574] : INFO : Epoch 1806 | loss: 0.0311251 | val_loss: 0.0311619 | Time: 1652.65 ms [2022-04-06 12:10:10 main:574] : INFO : Epoch 1807 | loss: 0.0311279 | val_loss: 0.0311597 | Time: 1656.95 ms [2022-04-06 12:10:12 main:574] : INFO : Epoch 1808 | loss: 0.0311292 | val_loss: 0.0311644 | Time: 1659.12 ms [2022-04-06 12:10:13 main:574] : INFO : Epoch 1809 | loss: 0.031126 | val_loss: 0.031157 | Time: 1665.82 ms [2022-04-06 12:10:15 main:574] : INFO : Epoch 1810 | loss: 0.0311251 | val_loss: 0.031161 | Time: 1663.25 ms [2022-04-06 12:10:17 main:574] : INFO : Epoch 1811 | loss: 0.0311254 | val_loss: 0.0311592 | Time: 1662.16 ms [2022-04-06 12:10:18 main:574] : INFO : Epoch 1812 | loss: 0.0311246 | val_loss: 0.0311613 | Time: 1661 ms [2022-04-06 12:10:20 main:574] : INFO : Epoch 1813 | loss: 0.0311268 | val_loss: 0.0311633 | Time: 1660.89 ms [2022-04-06 12:10:22 main:574] : INFO : Epoch 1814 | loss: 0.0311271 | val_loss: 0.0311578 | Time: 1659.83 ms [2022-04-06 12:10:23 main:574] : INFO : Epoch 1815 | loss: 0.0311254 | val_loss: 0.0311619 | Time: 1658.58 ms [2022-04-06 12:10:25 main:574] : INFO : Epoch 1816 | loss: 0.0311273 | val_loss: 0.031164 | Time: 1674.6 ms [2022-04-06 12:10:27 main:574] : INFO : Epoch 1817 | loss: 0.0311279 | val_loss: 0.0311678 | Time: 1663.87 ms [2022-04-06 12:10:28 main:574] : INFO : Epoch 1818 | loss: 0.0311302 | val_loss: 0.0311611 | Time: 1660.75 ms [2022-04-06 12:10:30 main:574] : INFO : Epoch 1819 | loss: 0.0311249 | val_loss: 0.0311581 | Time: 1662.12 ms [2022-04-06 12:10:32 main:574] : INFO : Epoch 1820 | loss: 0.0311255 | val_loss: 0.0311576 | Time: 1661.17 ms [2022-04-06 12:10:33 main:574] : INFO : Epoch 1821 | loss: 0.0311278 | val_loss: 0.0311582 | Time: 1662.31 ms [2022-04-06 12:10:35 main:574] : INFO : Epoch 1822 | loss: 0.0311275 | val_loss: 0.0311581 | Time: 1661.51 ms [2022-04-06 12:10:37 main:574] : INFO : Epoch 1823 | loss: 0.0311284 | val_loss: 0.0311644 | Time: 1663.56 ms [2022-04-06 12:10:38 main:574] : INFO : Epoch 1824 | loss: 0.0311272 | val_loss: 0.031167 | Time: 1660.32 ms [2022-04-06 12:10:40 main:574] : INFO : Epoch 1825 | loss: 0.0311289 | val_loss: 0.0311628 | Time: 1658.12 ms [2022-04-06 12:10:41 main:574] : INFO : Epoch 1826 | loss: 0.0311276 | val_loss: 0.0311629 | Time: 1668.67 ms [2022-04-06 12:10:43 main:574] : INFO : Epoch 1827 | loss: 0.0311267 | val_loss: 0.0311614 | Time: 1658.64 ms [2022-04-06 12:10:45 main:574] : INFO : Epoch 1828 | loss: 0.0311277 | val_loss: 0.0311604 | Time: 1662.83 ms [2022-04-06 12:10:46 main:574] : INFO : Epoch 1829 | loss: 0.031128 | val_loss: 0.0311595 | Time: 1659.17 ms [2022-04-06 12:10:48 main:574] : INFO : Epoch 1830 | loss: 0.0311306 | val_loss: 0.0311605 | Time: 1669.35 ms [2022-04-06 12:10:50 main:574] : INFO : Epoch 1831 | loss: 0.0311405 | val_loss: 0.0311644 | Time: 1659.36 ms [2022-04-06 12:10:51 main:574] : INFO : Epoch 1832 | loss: 0.0311404 | val_loss: 0.0311605 | Time: 1657.84 ms [2022-04-06 12:10:53 main:574] : INFO : Epoch 1833 | loss: 0.0311351 | val_loss: 0.0311598 | Time: 1659.62 ms [2022-04-06 12:10:55 main:574] : INFO : Epoch 1834 | loss: 0.0311352 | val_loss: 0.0311605 | Time: 1679.59 ms [2022-04-06 12:10:56 main:574] : INFO : Epoch 1835 | loss: 0.031138 | val_loss: 0.03116 | Time: 1653.82 ms [2022-04-06 12:10:58 main:574] : INFO : Epoch 1836 | loss: 0.0311323 | val_loss: 0.0311541 | Time: 1657.3 ms [2022-04-06 12:11:00 main:574] : INFO : Epoch 1837 | loss: 0.0311313 | val_loss: 0.0311609 | Time: 1663.83 ms [2022-04-06 12:11:01 main:574] : INFO : Epoch 1838 | loss: 0.0311293 | val_loss: 0.0311569 | Time: 1663.01 ms [2022-04-06 12:11:03 main:574] : INFO : Epoch 1839 | loss: 0.0311282 | val_loss: 0.0311559 | Time: 1654.36 ms [2022-04-06 12:11:05 main:574] : INFO : Epoch 1840 | loss: 0.0311265 | val_loss: 0.0311565 | Time: 1660.17 ms [2022-04-06 12:11:06 main:574] : INFO : Epoch 1841 | loss: 0.0311263 | val_loss: 0.0311587 | Time: 1663.67 ms [2022-04-06 12:11:08 main:574] : INFO : Epoch 1842 | loss: 0.0311275 | val_loss: 0.0311585 | Time: 1658.21 ms [2022-04-06 12:11:10 main:574] : INFO : Epoch 1843 | loss: 0.0311291 | val_loss: 0.0311595 | Time: 1660.05 ms [2022-04-06 12:11:11 main:574] : INFO : Epoch 1844 | loss: 0.03113 | val_loss: 0.0311555 | Time: 1675.21 ms [2022-04-06 12:11:13 main:574] : INFO : Epoch 1845 | loss: 0.0311277 | val_loss: 0.0311604 | Time: 1657.93 ms [2022-04-06 12:11:15 main:574] : INFO : Epoch 1846 | loss: 0.0311285 | val_loss: 0.0311577 | Time: 1662.15 ms [2022-04-06 12:11:16 main:574] : INFO : Epoch 1847 | loss: 0.0311289 | val_loss: 0.0311592 | Time: 1657.56 ms [2022-04-06 12:11:18 main:574] : INFO : Epoch 1848 | loss: 0.0311246 | val_loss: 0.0311589 | Time: 1658.97 ms [2022-04-06 12:11:20 main:574] : INFO : Epoch 1849 | loss: 0.031124 | val_loss: 0.0311585 | Time: 1658.86 ms [2022-04-06 12:11:21 main:574] : INFO : Epoch 1850 | loss: 0.0311238 | val_loss: 0.0311603 | Time: 1662.88 ms [2022-04-06 12:11:23 main:574] : INFO : Epoch 1851 | loss: 0.0311219 | val_loss: 0.0311578 | Time: 1664.21 ms [2022-04-06 12:11:25 main:574] : INFO : Epoch 1852 | loss: 0.031123 | val_loss: 0.0311607 | Time: 1671.64 ms [2022-04-06 12:11:26 main:574] : INFO : Epoch 1853 | loss: 0.0311315 | val_loss: 0.0311588 | Time: 1656.77 ms [2022-04-06 12:11:28 main:574] : INFO : Epoch 1854 | loss: 0.0311334 | val_loss: 0.0311558 | Time: 1660.88 ms [2022-04-06 12:11:30 main:574] : INFO : Epoch 1855 | loss: 0.0311337 | val_loss: 0.0311615 | Time: 1663.9 ms [2022-04-06 12:11:31 main:574] : INFO : Epoch 1856 | loss: 0.0311287 | val_loss: 0.0311581 | Time: 1656.29 ms [2022-04-06 12:11:33 main:574] : INFO : Epoch 1857 | loss: 0.0311264 | val_loss: 0.0311602 | Time: 1659.07 ms [2022-04-06 12:11:35 main:574] : INFO : Epoch 1858 | loss: 0.0311277 | val_loss: 0.0311563 | Time: 1658.32 ms [2022-04-06 12:11:36 main:574] : INFO : Epoch 1859 | loss: 0.0311274 | val_loss: 0.0311597 | Time: 1663.4 ms [2022-04-06 12:11:38 main:574] : INFO : Epoch 1860 | loss: 0.0311285 | val_loss: 0.0311603 | Time: 1663 ms [2022-04-06 12:11:40 main:574] : INFO : Epoch 1861 | loss: 0.0311268 | val_loss: 0.0311626 | Time: 1661.06 ms [2022-04-06 12:11:41 main:574] : INFO : Epoch 1862 | loss: 0.0311257 | val_loss: 0.0311597 | Time: 1662.81 ms [2022-04-06 12:11:43 main:574] : INFO : Epoch 1863 | loss: 0.0311269 | val_loss: 0.031162 | Time: 1663.55 ms [2022-04-06 12:11:45 main:574] : INFO : Epoch 1864 | loss: 0.0311299 | val_loss: 0.0311604 | Time: 1658.47 ms [2022-04-06 12:11:46 main:574] : INFO : Epoch 1865 | loss: 0.0311279 | val_loss: 0.0311577 | Time: 1655.5 ms [2022-04-06 12:11:48 main:574] : INFO : Epoch 1866 | loss: 0.0311267 | val_loss: 0.0311578 | Time: 1653.56 ms [2022-04-06 12:11:50 main:574] : INFO : Epoch 1867 | loss: 0.0311257 | val_loss: 0.0311616 | Time: 1662.17 ms [2022-04-06 12:11:51 main:574] : INFO : Epoch 1868 | loss: 0.0311252 | val_loss: 0.0311619 | Time: 1659.87 ms [2022-04-06 12:11:53 main:574] : INFO : Epoch 1869 | loss: 0.031123 | val_loss: 0.0311564 | Time: 1669.23 ms [2022-04-06 12:11:55 main:574] : INFO : Epoch 1870 | loss: 0.0311231 | val_loss: 0.0311607 | Time: 1658.28 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-04-06 12:15:39 main:435] : INFO : Set logging level to 1 [2022-04-06 12:15:39 main:441] : INFO : Running in BOINC Client mode [2022-04-06 12:15:39 main:444] : INFO : Resolving all filenames [2022-04-06 12:15:39 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-06 12:15:39 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-06 12:15:39 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-06 12:15:39 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-06 12:15:39 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-06 12:15:39 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-06 12:15:39 main:474] : INFO : Configuration: [2022-04-06 12:15:39 main:475] : INFO : Model type: GRU [2022-04-06 12:15:39 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-06 12:15:39 main:477] : INFO : Max Epochs: 2048 [2022-04-06 12:15:39 main:478] : INFO : Batch Size: 128 [2022-04-06 12:15:39 main:479] : INFO : Learning Rate: 0.01 [2022-04-06 12:15:39 main:480] : INFO : Patience: 10 [2022-04-06 12:15:39 main:481] : INFO : Hidden Width: 12 [2022-04-06 12:15:39 main:482] : INFO : # Recurrent Layers: 4 [2022-04-06 12:15:39 main:483] : INFO : # Backend Layers: 4 [2022-04-06 12:15:39 main:484] : INFO : # Threads: 1 [2022-04-06 12:15:39 main:486] : INFO : Preparing Dataset [2022-04-06 12:15:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-06 12:15:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-06 12:15:40 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-06 12:15:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-06 12:15:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-06 12:15:40 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-06 12:15:40 main:494] : INFO : Creating Model [2022-04-06 12:15:40 main:507] : INFO : Preparing config file [2022-04-06 12:15:40 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-06 12:15:40 main:512] : INFO : Loading config [2022-04-06 12:15:40 main:514] : INFO : Loading state [2022-04-06 12:15:41 main:559] : INFO : Loading DataLoader into Memory [2022-04-06 12:15:41 main:562] : INFO : Starting Training [2022-04-06 12:15:43 main:574] : INFO : Epoch 1809 | loss: 0.0311641 | val_loss: 0.0311618 | Time: 1882.23 ms [2022-04-06 12:15:44 main:574] : INFO : Epoch 1810 | loss: 0.0311309 | val_loss: 0.0311557 | Time: 1634.42 ms [2022-04-06 12:15:46 main:574] : INFO : Epoch 1811 | loss: 0.0311252 | val_loss: 0.0311552 | Time: 1642.35 ms [2022-04-06 12:15:48 main:574] : INFO : Epoch 1812 | loss: 0.0311229 | val_loss: 0.0311629 | Time: 1643.89 ms [2022-04-06 12:15:49 main:574] : INFO : Epoch 1813 | loss: 0.0311232 | val_loss: 0.0311564 | Time: 1642.22 ms [2022-04-06 12:15:51 main:574] : INFO : Epoch 1814 | loss: 0.0311244 | val_loss: 0.0311627 | Time: 1644.92 ms [2022-04-06 12:15:53 main:574] : INFO : Epoch 1815 | loss: 0.0311227 | val_loss: 0.031166 | Time: 1648.15 ms [2022-04-06 12:15:54 main:574] : INFO : Epoch 1816 | loss: 0.0311231 | val_loss: 0.0311579 | Time: 1646.96 ms [2022-04-06 12:15:56 main:574] : INFO : Epoch 1817 | loss: 0.0311233 | val_loss: 0.0311588 | Time: 1646.73 ms [2022-04-06 12:15:58 main:574] : INFO : Epoch 1818 | loss: 0.0311276 | val_loss: 0.0311579 | Time: 1648.85 ms [2022-04-06 12:15:59 main:574] : INFO : Epoch 1819 | loss: 0.0311311 | val_loss: 0.0311563 | Time: 1653.51 ms [2022-04-06 12:16:01 main:574] : INFO : Epoch 1820 | loss: 0.0311254 | val_loss: 0.0311565 | Time: 1646.26 ms [2022-04-06 12:16:03 main:574] : INFO : Epoch 1821 | loss: 0.0311259 | val_loss: 0.0311589 | Time: 1653.88 ms [2022-04-06 12:16:04 main:574] : INFO : Epoch 1822 | loss: 0.0311274 | val_loss: 0.0311588 | Time: 1650.71 ms [2022-04-06 12:16:06 main:574] : INFO : Epoch 1823 | loss: 0.0311284 | val_loss: 0.0311518 | Time: 1647.59 ms [2022-04-06 12:16:08 main:574] : INFO : Epoch 1824 | loss: 0.0311254 | val_loss: 0.0311542 | Time: 1650.35 ms [2022-04-06 12:16:09 main:574] : INFO : Epoch 1825 | loss: 0.0311227 | val_loss: 0.0311584 | Time: 1643.85 ms [2022-04-06 12:16:11 main:574] : INFO : Epoch 1826 | loss: 0.0311236 | val_loss: 0.0311543 | Time: 1655.19 ms [2022-04-06 12:16:12 main:574] : INFO : Epoch 1827 | loss: 0.0311212 | val_loss: 0.0311599 | Time: 1655.65 ms [2022-04-06 12:16:14 main:574] : INFO : Epoch 1828 | loss: 0.0311214 | val_loss: 0.0311577 | Time: 1646.21 ms [2022-04-06 12:16:16 main:574] : INFO : Epoch 1829 | loss: 0.0311205 | val_loss: 0.0311593 | Time: 1656.8 ms [2022-04-06 12:16:17 main:574] : INFO : Epoch 1830 | loss: 0.0311218 | val_loss: 0.0311602 | Time: 1653.43 ms [2022-04-06 12:16:19 main:574] : INFO : Epoch 1831 | loss: 0.0311277 | val_loss: 0.0311549 | Time: 1656.51 ms [2022-04-06 12:16:21 main:574] : INFO : Epoch 1832 | loss: 0.0311264 | val_loss: 0.0311553 | Time: 1651.85 ms [2022-04-06 12:16:22 main:574] : INFO : Epoch 1833 | loss: 0.0311233 | val_loss: 0.0311559 | Time: 1653.08 ms [2022-04-06 12:16:24 main:574] : INFO : Epoch 1834 | loss: 0.0311217 | val_loss: 0.0311604 | Time: 1650.13 ms [2022-04-06 12:16:26 main:574] : INFO : Epoch 1835 | loss: 0.0311219 | val_loss: 0.0311533 | Time: 1653.46 ms [2022-04-06 12:16:27 main:574] : INFO : Epoch 1836 | loss: 0.0311205 | val_loss: 0.0311542 | Time: 1662.05 ms [2022-04-06 12:16:29 main:574] : INFO : Epoch 1837 | loss: 0.0311222 | val_loss: 0.0311555 | Time: 1659.05 ms [2022-04-06 12:16:31 main:574] : INFO : Epoch 1838 | loss: 0.0311216 | val_loss: 0.0311562 | Time: 1649.07 ms [2022-04-06 12:16:32 main:574] : INFO : Epoch 1839 | loss: 0.031123 | val_loss: 0.0311537 | Time: 1656.86 ms [2022-04-06 12:16:34 main:574] : INFO : Epoch 1840 | loss: 0.0311254 | val_loss: 0.0311515 | Time: 1647.19 ms [2022-04-06 12:16:36 main:574] : INFO : Epoch 1841 | loss: 0.0311246 | val_loss: 0.0311565 | Time: 1648.75 ms [2022-04-06 12:16:37 main:574] : INFO : Epoch 1842 | loss: 0.0311244 | val_loss: 0.0311533 | Time: 1653.23 ms [2022-04-06 12:16:39 main:574] : INFO : Epoch 1843 | loss: 0.0311224 | val_loss: 0.0311551 | Time: 1665.08 ms [2022-04-06 12:16:41 main:574] : INFO : Epoch 1844 | loss: 0.0311223 | val_loss: 0.0311578 | Time: 1667.66 ms [2022-04-06 12:16:42 main:574] : INFO : Epoch 1845 | loss: 0.0311208 | val_loss: 0.0311555 | Time: 1653.51 ms [2022-04-06 12:16:44 main:574] : INFO : Epoch 1846 | loss: 0.0311204 | val_loss: 0.0311542 | Time: 1651.26 ms [2022-04-06 12:16:46 main:574] : INFO : Epoch 1847 | loss: 0.0311205 | val_loss: 0.0311612 | Time: 1654.61 ms [2022-04-06 12:16:47 main:574] : INFO : Epoch 1848 | loss: 0.031127 | val_loss: 0.0311613 | Time: 1648.04 ms [2022-04-06 12:16:49 main:574] : INFO : Epoch 1849 | loss: 0.0311266 | val_loss: 0.0311559 | Time: 1652.37 ms [2022-04-06 12:16:51 main:574] : INFO : Epoch 1850 | loss: 0.0311277 | val_loss: 0.0311602 | Time: 1647.46 ms [2022-04-06 12:16:52 main:574] : INFO : Epoch 1851 | loss: 0.0311281 | val_loss: 0.0311568 | Time: 1657.71 ms [2022-04-06 12:16:54 main:574] : INFO : Epoch 1852 | loss: 0.0311294 | val_loss: 0.0311528 | Time: 1646.78 ms [2022-04-06 12:16:56 main:574] : INFO : Epoch 1853 | loss: 0.0311312 | val_loss: 0.0311602 | Time: 1648.45 ms [2022-04-06 12:16:57 main:574] : INFO : Epoch 1854 | loss: 0.0311265 | val_loss: 0.0311632 | Time: 1657.99 ms [2022-04-06 12:16:59 main:574] : INFO : Epoch 1855 | loss: 0.0311243 | val_loss: 0.0311603 | Time: 1651.76 ms [2022-04-06 12:17:01 main:574] : INFO : Epoch 1856 | loss: 0.0311238 | val_loss: 0.0311562 | Time: 1653.8 ms [2022-04-06 12:17:02 main:574] : INFO : Epoch 1857 | loss: 0.0311337 | val_loss: 0.031161 | Time: 1654.89 ms [2022-04-06 12:17:04 main:574] : INFO : Epoch 1858 | loss: 0.0311358 | val_loss: 0.0311565 | Time: 1653.75 ms [2022-04-06 12:17:06 main:574] : INFO : Epoch 1859 | loss: 0.0311356 | val_loss: 0.0311588 | Time: 1651.08 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-04-06 12:21:34 main:435] : INFO : Set logging level to 1 [2022-04-06 12:21:34 main:441] : INFO : Running in BOINC Client mode [2022-04-06 12:21:34 main:444] : INFO : Resolving all filenames [2022-04-06 12:21:34 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-06 12:21:34 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-06 12:21:34 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-06 12:21:34 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-06 12:21:34 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-06 12:21:34 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-06 12:21:34 main:474] : INFO : Configuration: [2022-04-06 12:21:34 main:475] : INFO : Model type: GRU [2022-04-06 12:21:34 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-06 12:21:34 main:477] : INFO : Max Epochs: 2048 [2022-04-06 12:21:34 main:478] : INFO : Batch Size: 128 [2022-04-06 12:21:34 main:479] : INFO : Learning Rate: 0.01 [2022-04-06 12:21:34 main:480] : INFO : Patience: 10 [2022-04-06 12:21:34 main:481] : INFO : Hidden Width: 12 [2022-04-06 12:21:34 main:482] : INFO : # Recurrent Layers: 4 [2022-04-06 12:21:34 main:483] : INFO : # Backend Layers: 4 [2022-04-06 12:21:34 main:484] : INFO : # Threads: 1 [2022-04-06 12:21:34 main:486] : INFO : Preparing Dataset [2022-04-06 12:21:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-06 12:21:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-06 12:21:36 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-06 12:21:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-06 12:21:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-06 12:21:36 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-06 12:21:36 main:494] : INFO : Creating Model [2022-04-06 12:21:36 main:507] : INFO : Preparing config file [2022-04-06 12:21:36 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-06 12:21:36 main:512] : INFO : Loading config [2022-04-06 12:21:36 main:514] : INFO : Loading state [2022-04-06 12:21:36 main:559] : INFO : Loading DataLoader into Memory [2022-04-06 12:21:36 main:562] : INFO : Starting Training [2022-04-06 12:21:38 main:574] : INFO : Epoch 1809 | loss: 0.0311732 | val_loss: 0.0311709 | Time: 1869.24 ms [2022-04-06 12:21:40 main:574] : INFO : Epoch 1810 | loss: 0.031133 | val_loss: 0.0311573 | Time: 1639.91 ms [2022-04-06 12:21:42 main:574] : INFO : Epoch 1811 | loss: 0.0311246 | val_loss: 0.0311576 | Time: 1648.36 ms [2022-04-06 12:21:43 main:574] : INFO : Epoch 1812 | loss: 0.0311249 | val_loss: 0.0311589 | Time: 1658.21 ms [2022-04-06 12:21:45 main:574] : INFO : Epoch 1813 | loss: 0.0311277 | val_loss: 0.0311567 | Time: 1654.74 ms [2022-04-06 12:21:47 main:574] : INFO : Epoch 1814 | loss: 0.031127 | val_loss: 0.0311568 | Time: 1651.38 ms [2022-04-06 12:21:48 main:574] : INFO : Epoch 1815 | loss: 0.0311237 | val_loss: 0.0311567 | Time: 1659.62 ms [2022-04-06 12:21:50 main:574] : INFO : Epoch 1816 | loss: 0.031125 | val_loss: 0.0311566 | Time: 1656.79 ms [2022-04-06 12:21:52 main:574] : INFO : Epoch 1817 | loss: 0.0311232 | val_loss: 0.0311569 | Time: 1653.73 ms [2022-04-06 12:21:53 main:574] : INFO : Epoch 1818 | loss: 0.0311229 | val_loss: 0.0311589 | Time: 1658.66 ms [2022-04-06 12:21:55 main:574] : INFO : Epoch 1819 | loss: 0.0311231 | val_loss: 0.0311538 | Time: 1661.46 ms [2022-04-06 12:21:57 main:574] : INFO : Epoch 1820 | loss: 0.0311207 | val_loss: 0.0311549 | Time: 1671.09 ms [2022-04-06 12:21:58 main:574] : INFO : Epoch 1821 | loss: 0.0311222 | val_loss: 0.0311555 | Time: 1658.95 ms [2022-04-06 12:22:00 main:574] : INFO : Epoch 1822 | loss: 0.0311211 | val_loss: 0.031157 | Time: 1660.86 ms [2022-04-06 12:22:02 main:574] : INFO : Epoch 1823 | loss: 0.031121 | val_loss: 0.0311586 | Time: 1655.57 ms [2022-04-06 12:22:03 main:574] : INFO : Epoch 1824 | loss: 0.0311227 | val_loss: 0.0311565 | Time: 1657.05 ms [2022-04-06 12:22:05 main:574] : INFO : Epoch 1825 | loss: 0.0311217 | val_loss: 0.0311583 | Time: 1649.67 ms [2022-04-06 12:22:07 main:574] : INFO : Epoch 1826 | loss: 0.0311224 | val_loss: 0.0311558 | Time: 1664.85 ms [2022-04-06 12:22:08 main:574] : INFO : Epoch 1827 | loss: 0.0311204 | val_loss: 0.0311539 | Time: 1662.61 ms [2022-04-06 12:22:10 main:574] : INFO : Epoch 1828 | loss: 0.0311202 | val_loss: 0.0311582 | Time: 1653.34 ms [2022-04-06 12:22:11 main:574] : INFO : Epoch 1829 | loss: 0.0311255 | val_loss: 0.0311589 | Time: 1656.87 ms [2022-04-06 12:22:13 main:574] : INFO : Epoch 1830 | loss: 0.0311233 | val_loss: 0.0311612 | Time: 1666.03 ms [2022-04-06 12:22:15 main:574] : INFO : Epoch 1831 | loss: 0.0311332 | val_loss: 0.0311663 | Time: 1654.46 ms [2022-04-06 12:22:16 main:574] : INFO : Epoch 1832 | loss: 0.0311315 | val_loss: 0.0311623 | Time: 1659.2 ms [2022-04-06 12:22:18 main:574] : INFO : Epoch 1833 | loss: 0.0311301 | val_loss: 0.0311577 | Time: 1654.28 ms [2022-04-06 12:22:20 main:574] : INFO : Epoch 1834 | loss: 0.0311329 | val_loss: 0.0311619 | Time: 1655.57 ms [2022-04-06 12:22:21 main:574] : INFO : Epoch 1835 | loss: 0.0311359 | val_loss: 0.0311595 | Time: 1652.11 ms [2022-04-06 12:22:23 main:574] : INFO : Epoch 1836 | loss: 0.0311309 | val_loss: 0.0311589 | Time: 1659.86 ms [2022-04-06 12:22:25 main:574] : INFO : Epoch 1837 | loss: 0.0311307 | val_loss: 0.0311612 | Time: 1677.72 ms [2022-04-06 12:22:26 main:574] : INFO : Epoch 1838 | loss: 0.0311309 | val_loss: 0.0311634 | Time: 1659.21 ms [2022-04-06 12:22:28 main:574] : INFO : Epoch 1839 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 1665.62 ms [2022-04-06 12:22:30 main:574] : INFO : Epoch 1840 | loss: 0.0311322 | val_loss: 0.0311592 | Time: 1664.45 ms [2022-04-06 12:22:31 main:574] : INFO : Epoch 1841 | loss: 0.0311323 | val_loss: 0.0311596 | Time: 1665.31 ms [2022-04-06 12:22:33 main:574] : INFO : Epoch 1842 | loss: 0.0311302 | val_loss: 0.0311634 | Time: 1659.29 ms [2022-04-06 12:22:35 main:574] : INFO : Epoch 1843 | loss: 0.0311304 | val_loss: 0.0311613 | Time: 1671.91 ms [2022-04-06 12:22:36 main:574] : INFO : Epoch 1844 | loss: 0.0311296 | val_loss: 0.0311622 | Time: 1663.7 ms [2022-04-06 12:22:38 main:574] : INFO : Epoch 1845 | loss: 0.031128 | val_loss: 0.0311585 | Time: 1660.36 ms [2022-04-06 12:22:40 main:574] : INFO : Epoch 1846 | loss: 0.0311272 | val_loss: 0.0311585 | Time: 1663.7 ms [2022-04-06 12:22:41 main:574] : INFO : Epoch 1847 | loss: 0.031128 | val_loss: 0.031158 | Time: 1675.28 ms [2022-04-06 12:22:43 main:574] : INFO : Epoch 1848 | loss: 0.0311271 | val_loss: 0.0311594 | Time: 1659.27 ms [2022-04-06 12:22:45 main:574] : INFO : Epoch 1849 | loss: 0.0311245 | val_loss: 0.0311591 | Time: 1661.81 ms [2022-04-06 12:22:46 main:574] : INFO : Epoch 1850 | loss: 0.0311244 | val_loss: 0.0311611 | Time: 1664.26 ms [2022-04-06 12:22:48 main:574] : INFO : Epoch 1851 | loss: 0.0311232 | val_loss: 0.0311617 | Time: 1665.55 ms [2022-04-06 12:22:50 main:574] : INFO : Epoch 1852 | loss: 0.0311239 | val_loss: 0.0311671 | Time: 1662.07 ms [2022-04-06 12:22:51 main:574] : INFO : Epoch 1853 | loss: 0.0311225 | val_loss: 0.0311586 | Time: 1660.18 ms [2022-04-06 12:22:53 main:574] : INFO : Epoch 1854 | loss: 0.0311217 | val_loss: 0.0311611 | Time: 1664.65 ms [2022-04-06 12:22:55 main:574] : INFO : Epoch 1855 | loss: 0.0311236 | val_loss: 0.0311602 | Time: 1679.52 ms [2022-04-06 12:22:56 main:574] : INFO : Epoch 1856 | loss: 0.031135 | val_loss: 0.0311627 | Time: 1664.4 ms [2022-04-06 12:22:58 main:574] : INFO : Epoch 1857 | loss: 0.0311332 | val_loss: 0.0311622 | Time: 1662.77 ms [2022-04-06 12:23:00 main:574] : INFO : Epoch 1858 | loss: 0.0311299 | val_loss: 0.0311642 | Time: 1664.6 ms [2022-04-06 12:23:01 main:574] : INFO : Epoch 1859 | loss: 0.0311277 | val_loss: 0.0311651 | Time: 1666.2 ms [2022-04-06 12:23:03 main:574] : INFO : Epoch 1860 | loss: 0.0311276 | val_loss: 0.0311583 | Time: 1659.06 ms [2022-04-06 12:23:05 main:574] : INFO : Epoch 1861 | loss: 0.0311277 | val_loss: 0.0311598 | Time: 1658.55 ms [2022-04-06 12:23:06 main:574] : INFO : Epoch 1862 | loss: 0.0311247 | val_loss: 0.0311617 | Time: 1665.28 ms [2022-04-06 12:23:08 main:574] : INFO : Epoch 1863 | loss: 0.0311276 | val_loss: 0.0311618 | Time: 1659.22 ms [2022-04-06 12:23:10 main:574] : INFO : Epoch 1864 | loss: 0.0311258 | val_loss: 0.0311587 | Time: 1709.48 ms [2022-04-06 12:23:11 main:574] : INFO : Epoch 1865 | loss: 0.0311266 | val_loss: 0.0311616 | Time: 1671.42 ms [2022-04-06 12:23:13 main:574] : INFO : Epoch 1866 | loss: 0.0311256 | val_loss: 0.0311644 | Time: 1663.49 ms [2022-04-06 12:23:15 main:574] : INFO : Epoch 1867 | loss: 0.0311247 | val_loss: 0.0311581 | Time: 1653.13 ms [2022-04-06 12:23:16 main:574] : INFO : Epoch 1868 | loss: 0.031122 | val_loss: 0.0311587 | Time: 1661.22 ms [2022-04-06 12:23:18 main:574] : INFO : Epoch 1869 | loss: 0.0311222 | val_loss: 0.0311598 | Time: 1664.51 ms [2022-04-06 12:23:20 main:574] : INFO : Epoch 1870 | loss: 0.0311214 | val_loss: 0.0311599 | Time: 1664.31 ms [2022-04-06 12:23:21 main:574] : INFO : Epoch 1871 | loss: 0.0311223 | val_loss: 0.0311618 | Time: 1664.33 ms [2022-04-06 12:23:23 main:574] : INFO : Epoch 1872 | loss: 0.0311221 | val_loss: 0.0311609 | Time: 1675.07 ms [2022-04-06 12:23:25 main:574] : INFO : Epoch 1873 | loss: 0.0311215 | val_loss: 0.0311604 | Time: 1664.72 ms [2022-04-06 12:23:26 main:574] : INFO : Epoch 1874 | loss: 0.0311228 | val_loss: 0.0311608 | Time: 1662.3 ms [2022-04-06 12:23:28 main:574] : INFO : Epoch 1875 | loss: 0.031122 | val_loss: 0.0311598 | Time: 1655.14 ms [2022-04-06 12:23:30 main:574] : INFO : Epoch 1876 | loss: 0.0311256 | val_loss: 0.0311573 | Time: 1659.66 ms [2022-04-06 12:23:31 main:574] : INFO : Epoch 1877 | loss: 0.0311386 | val_loss: 0.0311609 | Time: 1663.68 ms [2022-04-06 12:23:33 main:574] : INFO : Epoch 1878 | loss: 0.0328766 | val_loss: 0.0383877 | Time: 1662.26 ms [2022-04-06 12:23:35 main:574] : INFO : Epoch 1879 | loss: 0.0324942 | val_loss: 0.0314675 | Time: 1668.37 ms [2022-04-06 12:23:36 main:574] : INFO : Epoch 1880 | loss: 0.031305 | val_loss: 0.0312025 | Time: 1659.77 ms [2022-04-06 12:23:38 main:574] : INFO : Epoch 1881 | loss: 0.0311653 | val_loss: 0.0311649 | Time: 1665.59 ms [2022-04-06 12:23:40 main:574] : INFO : Epoch 1882 | loss: 0.0311453 | val_loss: 0.0311597 | Time: 1673.47 ms [2022-04-06 12:23:41 main:574] : INFO : Epoch 1883 | loss: 0.0311341 | val_loss: 0.0311581 | Time: 1661.8 ms [2022-04-06 12:23:43 main:574] : INFO : Epoch 1884 | loss: 0.0311307 | val_loss: 0.0311591 | Time: 1663.07 ms [2022-04-06 12:23:45 main:574] : INFO : Epoch 1885 | loss: 0.0311298 | val_loss: 0.0311586 | Time: 1665.23 ms [2022-04-06 12:23:46 main:574] : INFO : Epoch 1886 | loss: 0.0311301 | val_loss: 0.0311563 | Time: 1664.59 ms [2022-04-06 12:23:48 main:574] : INFO : Epoch 1887 | loss: 0.0311288 | val_loss: 0.0311536 | Time: 1660.02 ms [2022-04-06 12:23:50 main:574] : INFO : Epoch 1888 | loss: 0.0311279 | val_loss: 0.0311524 | Time: 1662.36 ms [2022-04-06 12:23:51 main:574] : INFO : Epoch 1889 | loss: 0.0311269 | val_loss: 0.0311522 | Time: 1673.54 ms [2022-04-06 12:23:53 main:574] : INFO : Epoch 1890 | loss: 0.0311254 | val_loss: 0.0311586 | Time: 1665.04 ms [2022-04-06 12:23:55 main:574] : INFO : Epoch 1891 | loss: 0.0311249 | val_loss: 0.0311566 | Time: 1663.87 ms [2022-04-06 12:23:56 main:574] : INFO : Epoch 1892 | loss: 0.0311229 | val_loss: 0.0311542 | Time: 1660.93 ms [2022-04-06 12:23:58 main:574] : INFO : Epoch 1893 | loss: 0.0311235 | val_loss: 0.0311527 | Time: 1665.3 ms [2022-04-06 12:24:00 main:574] : INFO : Epoch 1894 | loss: 0.0311233 | val_loss: 0.0311533 | Time: 1658.85 ms [2022-04-06 12:24:01 main:574] : INFO : Epoch 1895 | loss: 0.0311201 | val_loss: 0.0311558 | Time: 1659.85 ms [2022-04-06 12:24:03 main:574] : INFO : Epoch 1896 | loss: 0.0311193 | val_loss: 0.0311537 | Time: 1660.59 ms [2022-04-06 12:24:05 main:574] : INFO : Epoch 1897 | loss: 0.0311192 | val_loss: 0.0311562 | Time: 1660.35 ms [2022-04-06 12:24:06 main:574] : INFO : Epoch 1898 | loss: 0.0311185 | val_loss: 0.0311561 | Time: 1661.68 ms [2022-04-06 12:24:08 main:574] : INFO : Epoch 1899 | loss: 0.0311184 | val_loss: 0.0311582 | Time: 1673.14 ms [2022-04-06 12:24:10 main:574] : INFO : Epoch 1900 | loss: 0.0311204 | val_loss: 0.0311586 | Time: 1664.46 ms [2022-04-06 12:24:11 main:574] : INFO : Epoch 1901 | loss: 0.0311247 | val_loss: 0.0311606 | Time: 1664.33 ms [2022-04-06 12:24:13 main:574] : INFO : Epoch 1902 | loss: 0.0311245 | val_loss: 0.0311551 | Time: 1661.39 ms [2022-04-06 12:24:15 main:574] : INFO : Epoch 1903 | loss: 0.0311263 | val_loss: 0.0311585 | Time: 1663.74 ms [2022-04-06 12:24:16 main:574] : INFO : Epoch 1904 | loss: 0.0311299 | val_loss: 0.0311607 | Time: 1666.97 ms [2022-04-06 12:24:18 main:574] : INFO : Epoch 1905 | loss: 0.0311227 | val_loss: 0.0311572 | Time: 1661.96 ms [2022-04-06 12:24:20 main:574] : INFO : Epoch 1906 | loss: 0.0311216 | val_loss: 0.0311567 | Time: 1663.7 ms [2022-04-06 12:24:21 main:574] : INFO : Epoch 1907 | loss: 0.0311214 | val_loss: 0.031156 | Time: 1680.6 ms [2022-04-06 12:24:23 main:574] : INFO : Epoch 1908 | loss: 0.0311198 | val_loss: 0.0311553 | Time: 1664.33 ms [2022-04-06 12:24:25 main:574] : INFO : Epoch 1909 | loss: 0.031119 | val_loss: 0.0311585 | Time: 1667.27 ms [2022-04-06 12:24:26 main:574] : INFO : Epoch 1910 | loss: 0.0311468 | val_loss: 0.0311611 | Time: 1662.2 ms [2022-04-06 12:24:28 main:574] : INFO : Epoch 1911 | loss: 0.0311487 | val_loss: 0.0311554 | Time: 1661.31 ms [2022-04-06 12:24:30 main:574] : INFO : Epoch 1912 | loss: 0.0311439 | val_loss: 0.0311539 | Time: 1663.98 ms [2022-04-06 12:24:31 main:574] : INFO : Epoch 1913 | loss: 0.0311403 | val_loss: 0.0311531 | Time: 1657.12 ms [2022-04-06 12:24:33 main:574] : INFO : Epoch 1914 | loss: 0.0311478 | val_loss: 0.0311667 | Time: 1666.41 ms [2022-04-06 12:24:35 main:574] : INFO : Epoch 1915 | loss: 0.0311594 | val_loss: 0.031162 | Time: 1663.87 ms [2022-04-06 12:24:36 main:574] : INFO : Epoch 1916 | loss: 0.0311557 | val_loss: 0.0311607 | Time: 1653.76 ms [2022-04-06 12:24:38 main:574] : INFO : Epoch 1917 | loss: 0.0311504 | val_loss: 0.0311562 | Time: 1676.15 ms [2022-04-06 12:24:40 main:574] : INFO : Epoch 1918 | loss: 0.0311462 | val_loss: 0.031156 | Time: 1662.91 ms [2022-04-06 12:24:41 main:574] : INFO : Epoch 1919 | loss: 0.0311456 | val_loss: 0.0311553 | Time: 1658.2 ms [2022-04-06 12:24:43 main:574] : INFO : Epoch 1920 | loss: 0.0311427 | val_loss: 0.0311552 | Time: 1661.66 ms [2022-04-06 12:24:45 main:574] : INFO : Epoch 1921 | loss: 0.0311406 | val_loss: 0.031154 | Time: 1667.4 ms [2022-04-06 12:24:46 main:574] : INFO : Epoch 1922 | loss: 0.0311404 | val_loss: 0.0311555 | Time: 1665 ms [2022-04-06 12:24:48 main:574] : INFO : Epoch 1923 | loss: 0.0311402 | val_loss: 0.0311545 | Time: 1661.12 ms [2022-04-06 12:24:50 main:574] : INFO : Epoch 1924 | loss: 0.0311378 | val_loss: 0.0311536 | Time: 1670.35 ms [2022-04-06 12:24:51 main:574] : INFO : Epoch 1925 | loss: 0.0311374 | val_loss: 0.0311554 | Time: 1669.36 ms [2022-04-06 12:24:53 main:574] : INFO : Epoch 1926 | loss: 0.0311426 | val_loss: 0.0311574 | Time: 1659.18 ms [2022-04-06 12:24:55 main:574] : INFO : Epoch 1927 | loss: 0.0311396 | val_loss: 0.0311535 | Time: 1659.11 ms [2022-04-06 12:24:56 main:574] : INFO : Epoch 1928 | loss: 0.0311403 | val_loss: 0.0311524 | Time: 1662.3 ms [2022-04-06 12:24:58 main:574] : INFO : Epoch 1929 | loss: 0.0311384 | val_loss: 0.0311551 | Time: 1660.11 ms [2022-04-06 12:25:00 main:574] : INFO : Epoch 1930 | loss: 0.0311379 | val_loss: 0.0311537 | Time: 1657.64 ms [2022-04-06 12:25:01 main:574] : INFO : Epoch 1931 | loss: 0.0311373 | val_loss: 0.0311524 | Time: 1666.32 ms [2022-04-06 12:25:03 main:574] : INFO : Epoch 1932 | loss: 0.0311401 | val_loss: 0.0311589 | Time: 1655.15 ms [2022-04-06 12:25:05 main:574] : INFO : Epoch 1933 | loss: 0.0311417 | val_loss: 0.0311591 | Time: 1660.92 ms [2022-04-06 12:25:06 main:574] : INFO : Epoch 1934 | loss: 0.0311439 | val_loss: 0.0311567 | Time: 1674.86 ms [2022-04-06 12:25:08 main:574] : INFO : Epoch 1935 | loss: 0.0311476 | val_loss: 0.0311591 | Time: 1663.76 ms [2022-04-06 12:25:10 main:574] : INFO : Epoch 1936 | loss: 0.0311449 | val_loss: 0.0311574 | Time: 1658.49 ms [2022-04-06 12:25:11 main:574] : INFO : Epoch 1937 | loss: 0.0311405 | val_loss: 0.0311563 | Time: 1663.35 ms [2022-04-06 12:25:13 main:574] : INFO : Epoch 1938 | loss: 0.031146 | val_loss: 0.0311612 | Time: 1666.61 ms [2022-04-06 12:25:15 main:574] : INFO : Epoch 1939 | loss: 0.031144 | val_loss: 0.0311568 | Time: 1665.46 ms [2022-04-06 12:25:16 main:574] : INFO : Epoch 1940 | loss: 0.0311446 | val_loss: 0.0311568 | Time: 1659.87 ms [2022-04-06 12:25:18 main:574] : INFO : Epoch 1941 | loss: 0.031145 | val_loss: 0.0311562 | Time: 1664.04 ms [2022-04-06 12:25:20 main:574] : INFO : Epoch 1942 | loss: 0.0311426 | val_loss: 0.0311543 | Time: 1681.23 ms [2022-04-06 12:25:21 main:574] : INFO : Epoch 1943 | loss: 0.03114 | val_loss: 0.0311543 | Time: 1658.43 ms [2022-04-06 12:25:23 main:574] : INFO : Epoch 1944 | loss: 0.031138 | val_loss: 0.0311546 | Time: 1663.67 ms [2022-04-06 12:25:25 main:574] : INFO : Epoch 1945 | loss: 0.0311379 | val_loss: 0.0311551 | Time: 1663.97 ms [2022-04-06 12:25:26 main:574] : INFO : Epoch 1946 | loss: 0.0311361 | val_loss: 0.0311563 | Time: 1659.51 ms [2022-04-06 12:25:28 main:574] : INFO : Epoch 1947 | loss: 0.0311357 | val_loss: 0.0311537 | Time: 1664.23 ms [2022-04-06 12:25:30 main:574] : INFO : Epoch 1948 | loss: 0.0311406 | val_loss: 0.0311556 | Time: 1657.98 ms [2022-04-06 12:25:31 main:574] : INFO : Epoch 1949 | loss: 0.0311397 | val_loss: 0.0311558 | Time: 1665.13 ms [2022-04-06 12:25:33 main:574] : INFO : Epoch 1950 | loss: 0.0311434 | val_loss: 0.0311557 | Time: 1660.07 ms [2022-04-06 12:25:35 main:574] : INFO : Epoch 1951 | loss: 0.0311462 | val_loss: 0.0311578 | Time: 1666.93 ms [2022-04-06 12:25:36 main:574] : INFO : Epoch 1952 | loss: 0.0311451 | val_loss: 0.0311531 | Time: 1671.08 ms [2022-04-06 12:25:38 main:574] : INFO : Epoch 1953 | loss: 0.0311419 | val_loss: 0.0311531 | Time: 1664.1 ms [2022-04-06 12:25:40 main:574] : INFO : Epoch 1954 | loss: 0.0311402 | val_loss: 0.0311534 | Time: 1668.02 ms [2022-04-06 12:25:41 main:574] : INFO : Epoch 1955 | loss: 0.0311402 | val_loss: 0.0311508 | Time: 1664.92 ms [2022-04-06 12:25:43 main:574] : INFO : Epoch 1956 | loss: 0.0311381 | val_loss: 0.0311514 | Time: 1664.59 ms [2022-04-06 12:25:45 main:574] : INFO : Epoch 1957 | loss: 0.0311372 | val_loss: 0.0311516 | Time: 1660.82 ms [2022-04-06 12:25:46 main:574] : INFO : Epoch 1958 | loss: 0.031137 | val_loss: 0.0311559 | Time: 1664.36 ms [2022-04-06 12:25:48 main:574] : INFO : Epoch 1959 | loss: 0.0311381 | val_loss: 0.0311566 | Time: 1668.7 ms [2022-04-06 12:25:50 main:574] : INFO : Epoch 1960 | loss: 0.0311363 | val_loss: 0.0311561 | Time: 1674.97 ms [2022-04-06 12:25:51 main:574] : INFO : Epoch 1961 | loss: 0.0311331 | val_loss: 0.0311546 | Time: 1664.32 ms [2022-04-06 12:25:53 main:574] : INFO : Epoch 1962 | loss: 0.0311329 | val_loss: 0.0311582 | Time: 1660.81 ms [2022-04-06 12:25:55 main:574] : INFO : Epoch 1963 | loss: 0.0311335 | val_loss: 0.0311563 | Time: 1662.42 ms [2022-04-06 12:25:56 main:574] : INFO : Epoch 1964 | loss: 0.0311322 | val_loss: 0.0311546 | Time: 1657.56 ms [2022-04-06 12:25:58 main:574] : INFO : Epoch 1965 | loss: 0.0311322 | val_loss: 0.0311537 | Time: 1663.59 ms [2022-04-06 12:26:00 main:574] : INFO : Epoch 1966 | loss: 0.0311332 | val_loss: 0.03116 | Time: 1658.55 ms [2022-04-06 12:26:01 main:574] : INFO : Epoch 1967 | loss: 0.0311343 | val_loss: 0.0311564 | Time: 1661.83 ms [2022-04-06 12:26:03 main:574] : INFO : Epoch 1968 | loss: 0.0311302 | val_loss: 0.0311535 | Time: 1661.12 ms [2022-04-06 12:26:05 main:574] : INFO : Epoch 1969 | loss: 0.0311293 | val_loss: 0.0311524 | Time: 1665.12 ms [2022-04-06 12:26:06 main:574] : INFO : Epoch 1970 | loss: 0.031129 | val_loss: 0.0311523 | Time: 1664.23 ms [2022-04-06 12:26:08 main:574] : INFO : Epoch 1971 | loss: 0.0311284 | val_loss: 0.031153 | Time: 1665.76 ms [2022-04-06 12:26:10 main:574] : INFO : Epoch 1972 | loss: 0.0311283 | val_loss: 0.0311523 | Time: 1656.37 ms [2022-04-06 12:26:11 main:574] : INFO : Epoch 1973 | loss: 0.031128 | val_loss: 0.0311541 | Time: 1659.66 ms [2022-04-06 12:26:13 main:574] : INFO : Epoch 1974 | loss: 0.0311271 | val_loss: 0.0311543 | Time: 1657.93 ms [2022-04-06 12:26:15 main:574] : INFO : Epoch 1975 | loss: 0.0311275 | val_loss: 0.0311528 | Time: 1664.35 ms [2022-04-06 12:26:16 main:574] : INFO : Epoch 1976 | loss: 0.0311279 | val_loss: 0.031154 | Time: 1670.03 ms [2022-04-06 12:26:18 main:574] : INFO : Epoch 1977 | loss: 0.0311303 | val_loss: 0.0311543 | Time: 1682.29 ms [2022-04-06 12:26:20 main:574] : INFO : Epoch 1978 | loss: 0.0311302 | val_loss: 0.031154 | Time: 1662.49 ms [2022-04-06 12:26:21 main:574] : INFO : Epoch 1979 | loss: 0.0311283 | val_loss: 0.0311575 | Time: 1658.74 ms [2022-04-06 12:26:23 main:574] : INFO : Epoch 1980 | loss: 0.0311285 | val_loss: 0.031153 | Time: 1665.29 ms [2022-04-06 12:26:25 main:574] : INFO : Epoch 1981 | loss: 0.031128 | val_loss: 0.0311507 | Time: 1661.53 ms [2022-04-06 12:26:26 main:574] : INFO : Epoch 1982 | loss: 0.0311279 | val_loss: 0.0311499 | Time: 1662.51 ms [2022-04-06 12:26:28 main:574] : INFO : Epoch 1983 | loss: 0.0311278 | val_loss: 0.0311488 | Time: 1667.28 ms [2022-04-06 12:26:30 main:574] : INFO : Epoch 1984 | loss: 0.0311265 | val_loss: 0.0311519 | Time: 1655.06 ms [2022-04-06 12:26:31 main:574] : INFO : Epoch 1985 | loss: 0.031127 | val_loss: 0.0311511 | Time: 1665.43 ms [2022-04-06 12:26:33 main:574] : INFO : Epoch 1986 | loss: 0.0311262 | val_loss: 0.031153 | Time: 1664.93 ms [2022-04-06 12:26:35 main:574] : INFO : Epoch 1987 | loss: 0.0311266 | val_loss: 0.0311551 | Time: 1671.7 ms [2022-04-06 12:26:36 main:574] : INFO : Epoch 1988 | loss: 0.0311295 | val_loss: 0.0311519 | Time: 1665.32 ms [2022-04-06 12:26:38 main:574] : INFO : Epoch 1989 | loss: 0.0311291 | val_loss: 0.0311513 | Time: 1667.1 ms [2022-04-06 12:26:40 main:574] : INFO : Epoch 1990 | loss: 0.0311291 | val_loss: 0.0311559 | Time: 1663.05 ms [2022-04-06 12:26:41 main:574] : INFO : Epoch 1991 | loss: 0.0311288 | val_loss: 0.0311516 | Time: 1659.14 ms [2022-04-06 12:26:43 main:574] : INFO : Epoch 1992 | loss: 0.0311271 | val_loss: 0.0311523 | Time: 1662.52 ms [2022-04-06 12:26:45 main:574] : INFO : Epoch 1993 | loss: 0.0311303 | val_loss: 0.0311551 | Time: 1658.64 ms [2022-04-06 12:26:46 main:574] : INFO : Epoch 1994 | loss: 0.0311357 | val_loss: 0.0311563 | Time: 1673.91 ms [2022-04-06 12:26:48 main:574] : INFO : Epoch 1995 | loss: 0.0311365 | val_loss: 0.0311611 | Time: 1669.66 ms [2022-04-06 12:26:50 main:574] : INFO : Epoch 1996 | loss: 0.0311351 | val_loss: 0.0311523 | Time: 1658.28 ms [2022-04-06 12:26:51 main:574] : INFO : Epoch 1997 | loss: 0.0311333 | val_loss: 0.0311543 | Time: 1662.96 ms [2022-04-06 12:26:53 main:574] : INFO : Epoch 1998 | loss: 0.0311295 | val_loss: 0.0311503 | Time: 1662.17 ms [2022-04-06 12:26:55 main:574] : INFO : Epoch 1999 | loss: 0.0311292 | val_loss: 0.031151 | Time: 1664 ms [2022-04-06 12:26:56 main:574] : INFO : Epoch 2000 | loss: 0.0311291 | val_loss: 0.0311564 | Time: 1661.79 ms [2022-04-06 12:26:58 main:574] : INFO : Epoch 2001 | loss: 0.0311432 | val_loss: 0.0311576 | Time: 1664.58 ms [2022-04-06 12:27:00 main:574] : INFO : Epoch 2002 | loss: 0.0311428 | val_loss: 0.0311549 | Time: 1660.82 ms [2022-04-06 12:27:01 main:574] : INFO : Epoch 2003 | loss: 0.031138 | val_loss: 0.0311539 | Time: 1661.05 ms [2022-04-06 12:27:03 main:574] : INFO : Epoch 2004 | loss: 0.031135 | val_loss: 0.0311539 | Time: 1664.04 ms [2022-04-06 12:27:05 main:574] : INFO : Epoch 2005 | loss: 0.0311358 | val_loss: 0.031155 | Time: 1665.35 ms [2022-04-06 12:27:06 main:574] : INFO : Epoch 2006 | loss: 0.0311362 | val_loss: 0.0311562 | Time: 1660.6 ms [2022-04-06 12:27:08 main:574] : INFO : Epoch 2007 | loss: 0.0311379 | val_loss: 0.0311551 | Time: 1662.64 ms [2022-04-06 12:27:10 main:574] : INFO : Epoch 2008 | loss: 0.0311349 | val_loss: 0.0311555 | Time: 1663.82 ms [2022-04-06 12:27:11 main:574] : INFO : Epoch 2009 | loss: 0.0311341 | val_loss: 0.0311534 | Time: 1661.13 ms [2022-04-06 12:27:13 main:574] : INFO : Epoch 2010 | loss: 0.0311347 | val_loss: 0.031156 | Time: 1663.62 ms [2022-04-06 12:27:15 main:574] : INFO : Epoch 2011 | loss: 0.0311346 | val_loss: 0.0311524 | Time: 1664.36 ms [2022-04-06 12:27:16 main:574] : INFO : Epoch 2012 | loss: 0.0311349 | val_loss: 0.0311597 | Time: 1677.94 ms [2022-04-06 12:27:18 main:574] : INFO : Epoch 2013 | loss: 0.0311361 | val_loss: 0.0311545 | Time: 1664.14 ms [2022-04-06 12:27:20 main:574] : INFO : Epoch 2014 | loss: 0.0311362 | val_loss: 0.0311548 | Time: 1659.35 ms [2022-04-06 12:27:21 main:574] : INFO : Epoch 2015 | loss: 0.031132 | val_loss: 0.0311532 | Time: 1661.28 ms [2022-04-06 12:27:23 main:574] : INFO : Epoch 2016 | loss: 0.0311306 | val_loss: 0.0311526 | Time: 1662.36 ms [2022-04-06 12:27:25 main:574] : INFO : Epoch 2017 | loss: 0.0311334 | val_loss: 0.0311521 | Time: 1663.27 ms [2022-04-06 12:27:26 main:574] : INFO : Epoch 2018 | loss: 0.0311334 | val_loss: 0.0311528 | Time: 1667.81 ms [2022-04-06 12:27:28 main:574] : INFO : Epoch 2019 | loss: 0.0311333 | val_loss: 0.0311533 | Time: 1663.57 ms [2022-04-06 12:27:30 main:574] : INFO : Epoch 2020 | loss: 0.0311321 | val_loss: 0.0311518 | Time: 1661.63 ms [2022-04-06 12:27:31 main:574] : INFO : Epoch 2021 | loss: 0.0311331 | val_loss: 0.0311542 | Time: 1662.16 ms [2022-04-06 12:27:33 main:574] : INFO : Epoch 2022 | loss: 0.0311328 | val_loss: 0.0311545 | Time: 1671.52 ms [2022-04-06 12:27:35 main:574] : INFO : Epoch 2023 | loss: 0.0311365 | val_loss: 0.0311525 | Time: 1665.37 ms [2022-04-06 12:27:36 main:574] : INFO : Epoch 2024 | loss: 0.0311333 | val_loss: 0.0311553 | Time: 1664.2 ms [2022-04-06 12:27:38 main:574] : INFO : Epoch 2025 | loss: 0.0311339 | val_loss: 0.0311555 | Time: 1662.08 ms [2022-04-06 12:27:40 main:574] : INFO : Epoch 2026 | loss: 0.0311306 | val_loss: 0.0311498 | Time: 1663.71 ms [2022-04-06 12:27:41 main:574] : INFO : Epoch 2027 | loss: 0.0311321 | val_loss: 0.0311519 | Time: 1661.59 ms [2022-04-06 12:27:43 main:574] : INFO : Epoch 2028 | loss: 0.031132 | val_loss: 0.031151 | Time: 1657.26 ms [2022-04-06 12:27:45 main:574] : INFO : Epoch 2029 | loss: 0.0311333 | val_loss: 0.031149 | Time: 1672.47 ms [2022-04-06 12:27:46 main:574] : INFO : Epoch 2030 | loss: 0.0311306 | val_loss: 0.0311488 | Time: 1665.54 ms [2022-04-06 12:27:48 main:574] : INFO : Epoch 2031 | loss: 0.0311306 | val_loss: 0.0311499 | Time: 1663.31 ms [2022-04-06 12:27:50 main:574] : INFO : Epoch 2032 | loss: 0.0311297 | val_loss: 0.0311516 | Time: 1659.17 ms [2022-04-06 12:27:51 main:574] : INFO : Epoch 2033 | loss: 0.0311294 | val_loss: 0.0311518 | Time: 1667.28 ms [2022-04-06 12:27:53 main:574] : INFO : Epoch 2034 | loss: 0.0311307 | val_loss: 0.0311518 | Time: 1662.4 ms [2022-04-06 12:27:55 main:574] : INFO : Epoch 2035 | loss: 0.0311307 | val_loss: 0.0311516 | Time: 1663.87 ms [2022-04-06 12:27:56 main:574] : INFO : Epoch 2036 | loss: 0.0311338 | val_loss: 0.0311518 | Time: 1661.38 ms [2022-04-06 12:27:58 main:574] : INFO : Epoch 2037 | loss: 0.031136 | val_loss: 0.0311526 | Time: 1661.73 ms [2022-04-06 12:28:00 main:574] : INFO : Epoch 2038 | loss: 0.0311344 | val_loss: 0.0311528 | Time: 1669.68 ms [2022-04-06 12:28:01 main:574] : INFO : Epoch 2039 | loss: 0.0311333 | val_loss: 0.0311537 | Time: 1665.86 ms [2022-04-06 12:28:03 main:574] : INFO : Epoch 2040 | loss: 0.0311335 | val_loss: 0.031159 | Time: 1662.33 ms [2022-04-06 12:28:05 main:574] : INFO : Epoch 2041 | loss: 0.0311334 | val_loss: 0.0311531 | Time: 1664.24 ms [2022-04-06 12:28:06 main:574] : INFO : Epoch 2042 | loss: 0.0311314 | val_loss: 0.0311557 | Time: 1662.09 ms [2022-04-06 12:28:08 main:574] : INFO : Epoch 2043 | loss: 0.0311385 | val_loss: 0.0311592 | Time: 1658.97 ms [2022-04-06 12:28:10 main:574] : INFO : Epoch 2044 | loss: 0.0311432 | val_loss: 0.0311573 | Time: 1664.83 ms [2022-04-06 12:28:11 main:574] : INFO : Epoch 2045 | loss: 0.0311482 | val_loss: 0.0311605 | Time: 1659.35 ms [2022-04-06 12:28:13 main:574] : INFO : Epoch 2046 | loss: 0.0311467 | val_loss: 0.0311547 | Time: 1655.97 ms [2022-04-06 12:28:15 main:574] : INFO : Epoch 2047 | loss: 0.0311434 | val_loss: 0.0311574 | Time: 1682.52 ms [2022-04-06 12:28:16 main:574] : INFO : Epoch 2048 | loss: 0.0311444 | val_loss: 0.0311602 | Time: 1659.2 ms [2022-04-06 12:28:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311602 [2022-04-06 12:28:16 main:603] : INFO : Saving end state to config to file [2022-04-06 12:28:16 main:608] : INFO : Success, exiting.. 12:28:16 (6124): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)