Task 8477030
| Name | ParityModified-1634620315-17072-2_0 |
| Workunit | 5978991 |
| Created | 28 Oct 2021, 17:29:02 UTC |
| Sent | 1 Nov 2021, 16:21:34 UTC |
| Report deadline | 8 Nov 2021, 16:21:34 UTC |
| Received | 4 Nov 2021, 23:51:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16174 |
| Run time | 1 hours 53 min 33 sec |
| CPU time | 1 hours 52 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,245.48 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 3.02 GB |
| Peak swap size | 4.81 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1709 | loss: 0.031173 | val_loss: 0.0311775 | Time: 1192.64 ms
[2021-11-04 19:01:45 main:574] : INFO : Epoch 1710 | loss: 0.031174 | val_loss: 0.0311783 | Time: 1310.05 ms
[2021-11-04 19:01:46 main:574] : INFO : Epoch 1711 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 1193.01 ms
[2021-11-04 19:01:47 main:574] : INFO : Epoch 1712 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 1193 ms
[2021-11-04 19:01:49 main:574] : INFO : Epoch 1713 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 1240.47 ms
[2021-11-04 19:01:50 main:574] : INFO : Epoch 1714 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 1197.43 ms
[2021-11-04 19:01:51 main:574] : INFO : Epoch 1715 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 1271.17 ms
[2021-11-04 19:01:52 main:574] : INFO : Epoch 1716 | loss: 0.0311704 | val_loss: 0.031176 | Time: 1230.33 ms
[2021-11-04 19:01:53 main:574] : INFO : Epoch 1717 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 1238.42 ms
[2021-11-04 19:01:55 main:574] : INFO : Epoch 1718 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 1289.55 ms
[2021-11-04 19:01:56 main:574] : INFO : Epoch 1719 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 1175.83 ms
[2021-11-04 19:01:57 main:574] : INFO : Epoch 1720 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 1221.21 ms
[2021-11-04 19:01:58 main:574] : INFO : Epoch 1721 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 1206.12 ms
[2021-11-04 19:02:00 main:574] : INFO : Epoch 1722 | loss: 0.0311664 | val_loss: 0.0311784 | Time: 1264.63 ms
[2021-11-04 19:02:01 main:574] : INFO : Epoch 1723 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 1220.31 ms
[2021-11-04 19:02:02 main:574] : INFO : Epoch 1724 | loss: 0.0311655 | val_loss: 0.0311744 | Time: 1230.86 ms
[2021-11-04 19:02:03 main:574] : INFO : Epoch 1725 | loss: 0.031164 | val_loss: 0.0311719 | Time: 1211.73 ms
[2021-11-04 19:02:05 main:574] : INFO : Epoch 1726 | loss: 0.0311631 | val_loss: 0.0311725 | Time: 1208.24 ms
[2021-11-04 19:02:06 main:574] : INFO : Epoch 1727 | loss: 0.031163 | val_loss: 0.0311726 | Time: 1209.89 ms
[2021-11-04 19:02:07 main:574] : INFO : Epoch 1728 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 1260.59 ms
[2021-11-04 19:02:08 main:574] : INFO : Epoch 1729 | loss: 0.0311644 | val_loss: 0.031174 | Time: 1120.23 ms
[2021-11-04 19:02:09 main:574] : INFO : Epoch 1730 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 1164.07 ms
[2021-11-04 19:02:11 main:574] : INFO : Epoch 1731 | loss: 0.0311636 | val_loss: 0.0311737 | Time: 1273.15 ms
[2021-11-04 19:02:12 main:574] : INFO : Epoch 1732 | loss: 0.0311631 | val_loss: 0.031175 | Time: 1247.93 ms
[2021-11-04 19:02:13 main:574] : INFO : Epoch 1733 | loss: 0.0311636 | val_loss: 0.0311738 | Time: 1173.49 ms
[2021-11-04 19:02:14 main:574] : INFO : Epoch 1734 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 1161.41 ms
[2021-11-04 19:02:16 main:574] : INFO : Epoch 1735 | loss: 0.0311642 | val_loss: 0.0311739 | Time: 1258.38 ms
[2021-11-04 19:02:17 main:574] : INFO : Epoch 1736 | loss: 0.0311621 | val_loss: 0.0311747 | Time: 1246.47 ms
[2021-11-04 19:02:18 main:574] : INFO : Epoch 1737 | loss: 0.031162 | val_loss: 0.031173 | Time: 1183.81 ms
[2021-11-04 19:02:19 main:574] : INFO : Epoch 1738 | loss: 0.031162 | val_loss: 0.0311746 | Time: 1310.31 ms
[2021-11-04 19:02:21 main:574] : INFO : Epoch 1739 | loss: 0.0311617 | val_loss: 0.031174 | Time: 1295.1 ms
[2021-11-04 19:02:22 main:574] : INFO : Epoch 1740 | loss: 0.0311638 | val_loss: 0.0311745 | Time: 1259.04 ms
[2021-11-04 19:02:23 main:574] : INFO : Epoch 1741 | loss: 0.0311613 | val_loss: 0.0311735 | Time: 1224.67 ms
[2021-11-04 19:02:24 main:574] : INFO : Epoch 1742 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 1186.05 ms
[2021-11-04 19:02:25 main:574] : INFO : Epoch 1743 | loss: 0.0311602 | val_loss: 0.0311756 | Time: 1212.48 ms
[2021-11-04 19:02:27 main:574] : INFO : Epoch 1744 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 1249.56 ms
[2021-11-04 19:02:28 main:574] : INFO : Epoch 1745 | loss: 0.0311629 | val_loss: 0.0311746 | Time: 1265.95 ms
[2021-11-04 19:02:29 main:574] : INFO : Epoch 1746 | loss: 0.0311608 | val_loss: 0.0311715 | Time: 1265.51 ms
[2021-11-04 19:02:30 main:574] : INFO : Epoch 1747 | loss: 0.0311581 | val_loss: 0.0311721 | Time: 1189.32 ms
[2021-11-04 19:02:32 main:574] : INFO : Epoch 1748 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 1190.72 ms
[2021-11-04 19:02:33 main:574] : INFO : Epoch 1749 | loss: 0.0311613 | val_loss: 0.0311767 | Time: 1217.99 ms
[2021-11-04 19:02:34 main:574] : INFO : Epoch 1750 | loss: 0.0311619 | val_loss: 0.0311731 | Time: 1268.46 ms
[2021-11-04 19:02:35 main:574] : INFO : Epoch 1751 | loss: 0.0311613 | val_loss: 0.0311735 | Time: 1279.02 ms
[2021-11-04 19:02:37 main:574] : INFO : Epoch 1752 | loss: 0.0311592 | val_loss: 0.0311692 | Time: 1216.3 ms
[2021-11-04 19:02:38 main:574] : INFO : Epoch 1753 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 1171.85 ms
[2021-11-04 19:02:39 main:574] : INFO : Epoch 1754 | loss: 0.031156 | val_loss: 0.0311729 | Time: 1263.02 ms
[2021-11-04 19:02:40 main:574] : INFO : Epoch 1755 | loss: 0.0311574 | val_loss: 0.0311667 | Time: 1265.02 ms
[2021-11-04 19:02:42 main:574] : INFO : Epoch 1756 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 1229.95 ms
[2021-11-04 19:02:43 main:574] : INFO : Epoch 1757 | loss: 0.0311566 | val_loss: 0.031172 | Time: 1228.79 ms
[2021-11-04 19:02:44 main:574] : INFO : Epoch 1758 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 1209.58 ms
[2021-11-04 19:02:45 main:574] : INFO : Epoch 1759 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 1247.9 ms
[2021-11-04 19:02:47 main:574] : INFO : Epoch 1760 | loss: 0.0311532 | val_loss: 0.0311697 | Time: 1333.98 ms
[2021-11-04 19:02:48 main:574] : INFO : Epoch 1761 | loss: 0.0311543 | val_loss: 0.0311696 | Time: 1210.35 ms
[2021-11-04 19:02:49 main:574] : INFO : Epoch 1762 | loss: 0.0311546 | val_loss: 0.0311678 | Time: 1227.04 ms
[2021-11-04 19:02:50 main:574] : INFO : Epoch 1763 | loss: 0.0311526 | val_loss: 0.0311682 | Time: 1242.27 ms
[2021-11-04 19:02:52 main:574] : INFO : Epoch 1764 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 1221.48 ms
[2021-11-04 19:02:53 main:574] : INFO : Epoch 1765 | loss: 0.0311532 | val_loss: 0.0311668 | Time: 1222.41 ms
[2021-11-04 19:02:54 main:574] : INFO : Epoch 1766 | loss: 0.031154 | val_loss: 0.031171 | Time: 1214.2 ms
[2021-11-04 19:02:55 main:574] : INFO : Epoch 1767 | loss: 0.0311567 | val_loss: 0.0311675 | Time: 1208.26 ms
[2021-11-04 19:02:56 main:574] : INFO : Epoch 1768 | loss: 0.0311563 | val_loss: 0.0311662 | Time: 1263.43 ms
[2021-11-04 19:02:58 main:574] : INFO : Epoch 1769 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 1197.84 ms
[2021-11-04 19:02:59 main:574] : INFO : Epoch 1770 | loss: 0.0311538 | val_loss: 0.0311668 | Time: 1177.37 ms
[2021-11-04 19:03:00 main:574] : INFO : Epoch 1771 | loss: 0.0311543 | val_loss: 0.0311672 | Time: 1268.39 ms
[2021-11-04 19:03:01 main:574] : INFO : Epoch 1772 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 1232.62 ms
[2021-11-04 19:03:03 main:574] : INFO : Epoch 1773 | loss: 0.0311591 | val_loss: 0.0311642 | Time: 1260.97 ms
[2021-11-04 19:03:04 main:574] : INFO : Epoch 1774 | loss: 0.031158 | val_loss: 0.0311664 | Time: 1266.57 ms
[2021-11-04 19:03:05 main:574] : INFO : Epoch 1775 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 1219.66 ms
[2021-11-04 19:03:06 main:574] : INFO : Epoch 1776 | loss: 0.0311537 | val_loss: 0.0311652 | Time: 1265.04 ms
[2021-11-04 19:03:08 main:574] : INFO : Epoch 1777 | loss: 0.0311525 | val_loss: 0.0311646 | Time: 1212.49 ms
[2021-11-04 19:03:09 main:574] : INFO : Epoch 1778 | loss: 0.0311521 | val_loss: 0.0311638 | Time: 1262.91 ms
[2021-11-04 19:03:10 main:574] : INFO : Epoch 1779 | loss: 0.0311532 | val_loss: 0.0311643 | Time: 1185.03 ms
[2021-11-04 19:03:11 main:574] : INFO : Epoch 1780 | loss: 0.031152 | val_loss: 0.0311678 | Time: 1252.19 ms
[2021-11-04 19:03:13 main:574] : INFO : Epoch 1781 | loss: 0.0311532 | val_loss: 0.0311642 | Time: 1273.9 ms
[2021-11-04 19:03:14 main:574] : INFO : Epoch 1782 | loss: 0.031155 | val_loss: 0.0311699 | Time: 1258.95 ms
[2021-11-04 19:03:15 main:574] : INFO : Epoch 1783 | loss: 0.031151 | val_loss: 0.0311661 | Time: 1238.32 ms
[2021-11-04 19:03:16 main:574] : INFO : Epoch 1784 | loss: 0.0311511 | val_loss: 0.0311649 | Time: 1177.86 ms
[2021-11-04 19:03:17 main:574] : INFO : Epoch 1785 | loss: 0.0311543 | val_loss: 0.031168 | Time: 1228.2 ms
[2021-11-04 19:03:19 main:574] : INFO : Epoch 1786 | loss: 0.0311546 | val_loss: 0.0311672 | Time: 1213.73 ms
[2021-11-04 19:03:20 main:574] : INFO : Epoch 1787 | loss: 0.0311499 | val_loss: 0.031167 | Time: 1171.54 ms
[2021-11-04 19:03:21 main:574] : INFO : Epoch 1788 | loss: 0.031153 | val_loss: 0.0311681 | Time: 1298.7 ms
[2021-11-04 19:03:22 main:574] : INFO : Epoch 1789 | loss: 0.0311597 | val_loss: 0.031164 | Time: 1275.56 ms
[2021-11-04 19:03:24 main:574] : INFO : Epoch 1790 | loss: 0.0311568 | val_loss: 0.0311651 | Time: 1253.69 ms
[2021-11-04 19:03:25 main:574] : INFO : Epoch 1791 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 1260.07 ms
[2021-11-04 19:03:26 main:574] : INFO : Epoch 1792 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 1207.38 ms
[2021-11-04 19:03:27 main:574] : INFO : Epoch 1793 | loss: 0.0311587 | val_loss: 0.0311658 | Time: 1166.92 ms
[2021-11-04 19:03:29 main:574] : INFO : Epoch 1794 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 1280.71 ms
[2021-11-04 19:03:30 main:574] : INFO : Epoch 1795 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 1178.11 ms
[2021-11-04 19:03:31 main:574] : INFO : Epoch 1796 | loss: 0.0311543 | val_loss: 0.0311682 | Time: 1178.32 ms
[2021-11-04 19:03:32 main:574] : INFO : Epoch 1797 | loss: 0.0311541 | val_loss: 0.031164 | Time: 1218.4 ms
[2021-11-04 19:03:33 main:574] : INFO : Epoch 1798 | loss: 0.0311524 | val_loss: 0.0311667 | Time: 1182.65 ms
[2021-11-04 19:03:35 main:574] : INFO : Epoch 1799 | loss: 0.0311522 | val_loss: 0.0311622 | Time: 1219.19 ms
[2021-11-04 19:03:36 main:574] : INFO : Epoch 1800 | loss: 0.0311515 | val_loss: 0.031167 | Time: 1223.9 ms
[2021-11-04 19:03:37 main:574] : INFO : Epoch 1801 | loss: 0.0311544 | val_loss: 0.0311653 | Time: 1238.07 ms
[2021-11-04 19:03:38 main:574] : INFO : Epoch 1802 | loss: 0.0311553 | val_loss: 0.0311668 | Time: 1239.22 ms
[2021-11-04 19:03:40 main:574] : INFO : Epoch 1803 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 1283.97 ms
[2021-11-04 19:03:41 main:574] : INFO : Epoch 1804 | loss: 0.0311525 | val_loss: 0.0311642 | Time: 1251.17 ms
[2021-11-04 19:03:42 main:574] : INFO : Epoch 1805 | loss: 0.0311513 | val_loss: 0.0311665 | Time: 1260.85 ms
[2021-11-04 19:03:43 main:574] : INFO : Epoch 1806 | loss: 0.0311609 | val_loss: 0.0311705 | Time: 1247.15 ms
[2021-11-04 19:03:45 main:574] : INFO : Epoch 1807 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 1181.59 ms
[2021-11-04 19:03:46 main:574] : INFO : Epoch 1808 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 1243.41 ms
[2021-11-04 19:03:47 main:574] : INFO : Epoch 1809 | loss: 0.0311584 | val_loss: 0.031166 | Time: 1256.84 ms
[2021-11-04 19:03:48 main:574] : INFO : Epoch 1810 | loss: 0.0311569 | val_loss: 0.0311638 | Time: 1174.15 ms
[2021-11-04 19:03:49 main:574] : INFO : Epoch 1811 | loss: 0.0311555 | val_loss: 0.031164 | Time: 1229.5 ms
[2021-11-04 19:03:51 main:574] : INFO : Epoch 1812 | loss: 0.0311545 | val_loss: 0.0311636 | Time: 1144.22 ms
[2021-11-04 19:03:52 main:574] : INFO : Epoch 1813 | loss: 0.0311538 | val_loss: 0.0311644 | Time: 1215.64 ms
[2021-11-04 19:03:53 main:574] : INFO : Epoch 1814 | loss: 0.0311558 | val_loss: 0.0311634 | Time: 1253.26 ms
[2021-11-04 19:03:54 main:574] : INFO : Epoch 1815 | loss: 0.0311544 | val_loss: 0.0311671 | Time: 1235.16 ms
[2021-11-04 19:03:56 main:574] : INFO : Epoch 1816 | loss: 0.0311537 | val_loss: 0.0311645 | Time: 1246.37 ms
[2021-11-04 19:03:57 main:574] : INFO : Epoch 1817 | loss: 0.0311526 | val_loss: 0.0311657 | Time: 1250.54 ms
[2021-11-04 19:03:58 main:574] : INFO : Epoch 1818 | loss: 0.0311515 | val_loss: 0.0311637 | Time: 1150.66 ms
[2021-11-04 19:03:59 main:574] : INFO : Epoch 1819 | loss: 0.0311521 | val_loss: 0.031166 | Time: 1205.18 ms
[2021-11-04 19:04:00 main:574] : INFO : Epoch 1820 | loss: 0.0311508 | val_loss: 0.0311632 | Time: 1277.03 ms
[2021-11-04 19:04:02 main:574] : INFO : Epoch 1821 | loss: 0.0311506 | val_loss: 0.031163 | Time: 1212.67 ms
[2021-11-04 19:04:03 main:574] : INFO : Epoch 1822 | loss: 0.03115 | val_loss: 0.0311645 | Time: 1227.18 ms
[2021-11-04 19:04:04 main:574] : INFO : Epoch 1823 | loss: 0.0311497 | val_loss: 0.0311615 | Time: 1121.46 ms
[2021-11-04 19:04:05 main:574] : INFO : Epoch 1824 | loss: 0.03115 | val_loss: 0.0311629 | Time: 1263.09 ms
[2021-11-04 19:04:06 main:574] : INFO : Epoch 1825 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 1176.22 ms
[2021-11-04 19:04:08 main:574] : INFO : Epoch 1826 | loss: 0.0311478 | val_loss: 0.0311606 | Time: 1266.15 ms
[2021-11-04 19:04:09 main:574] : INFO : Epoch 1827 | loss: 0.0311488 | val_loss: 0.0311661 | Time: 1175.04 ms
[2021-11-04 19:04:10 main:574] : INFO : Epoch 1828 | loss: 0.0311493 | val_loss: 0.0311627 | Time: 1265.35 ms
[2021-11-04 19:04:11 main:574] : INFO : Epoch 1829 | loss: 0.0311488 | val_loss: 0.0311642 | Time: 1222.14 ms
[2021-11-04 19:04:13 main:574] : INFO : Epoch 1830 | loss: 0.0311479 | val_loss: 0.0311625 | Time: 1174.35 ms
[2021-11-04 19:04:14 main:574] : INFO : Epoch 1831 | loss: 0.0311481 | val_loss: 0.0311633 | Time: 1187.39 ms
[2021-11-04 19:04:15 main:574] : INFO : Epoch 1832 | loss: 0.0311467 | val_loss: 0.0311647 | Time: 1300.3 ms
[2021-11-04 19:04:16 main:574] : INFO : Epoch 1833 | loss: 0.0311464 | val_loss: 0.031163 | Time: 1260.74 ms
[2021-11-04 19:04:18 main:574] : INFO : Epoch 1834 | loss: 0.0311468 | val_loss: 0.0311648 | Time: 1262.6 ms
[2021-11-04 19:04:19 main:574] : INFO : Epoch 1835 | loss: 0.0311487 | val_loss: 0.0311655 | Time: 1247.46 ms
[2021-11-04 19:04:20 main:574] : INFO : Epoch 1836 | loss: 0.0311462 | val_loss: 0.0311641 | Time: 1289.1 ms
[2021-11-04 19:04:21 main:574] : INFO : Epoch 1837 | loss: 0.0311455 | val_loss: 0.0311618 | Time: 1170.19 ms
[2021-11-04 19:04:23 main:574] : INFO : Epoch 1838 | loss: 0.0311447 | val_loss: 0.0311633 | Time: 1212.93 ms
[2021-11-04 19:04:24 main:574] : INFO : Epoch 1839 | loss: 0.0311447 | val_loss: 0.0311672 | Time: 1202.13 ms
[2021-11-04 19:04:25 main:574] : INFO : Epoch 1840 | loss: 0.0311445 | val_loss: 0.0311652 | Time: 1207.68 ms
[2021-11-04 19:04:26 main:574] : INFO : Epoch 1841 | loss: 0.0311445 | val_loss: 0.0311663 | Time: 1155.92 ms
[2021-11-04 19:04:27 main:574] : INFO : Epoch 1842 | loss: 0.0311479 | val_loss: 0.0311672 | Time: 1185.36 ms
[2021-11-04 19:04:29 main:574] : INFO : Epoch 1843 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 1236.23 ms
[2021-11-04 19:04:30 main:574] : INFO : Epoch 1844 | loss: 0.0311582 | val_loss: 0.0311664 | Time: 1252.97 ms
[2021-11-04 19:04:31 main:574] : INFO : Epoch 1845 | loss: 0.0311584 | val_loss: 0.031168 | Time: 1220.62 ms
[2021-11-04 19:04:32 main:574] : INFO : Epoch 1846 | loss: 0.031158 | val_loss: 0.0311628 | Time: 1212.6 ms
[2021-11-04 19:04:33 main:574] : INFO : Epoch 1847 | loss: 0.0311572 | val_loss: 0.031163 | Time: 1155.45 ms
[2021-11-04 19:04:35 main:574] : INFO : Epoch 1848 | loss: 0.0311538 | val_loss: 0.031162 | Time: 1192.94 ms
[2021-11-04 19:04:36 main:574] : INFO : Epoch 1849 | loss: 0.0311539 | val_loss: 0.0311648 | Time: 1196.58 ms
[2021-11-04 19:04:37 main:574] : INFO : Epoch 1850 | loss: 0.0311588 | val_loss: 0.0311615 | Time: 1278.24 ms
[2021-11-04 19:04:38 main:574] : INFO : Epoch 1851 | loss: 0.0311556 | val_loss: 0.0311701 | Time: 1273.54 ms
[2021-11-04 19:04:40 main:574] : INFO : Epoch 1852 | loss: 0.031155 | val_loss: 0.0311592 | Time: 1210.94 ms
[2021-11-04 19:04:41 main:574] : INFO : Epoch 1853 | loss: 0.0311521 | val_loss: 0.0311666 | Time: 1175.55 ms
[2021-11-04 19:04:42 main:574] : INFO : Epoch 1854 | loss: 0.0311514 | val_loss: 0.0311585 | Time: 1210.82 ms
[2021-11-04 19:04:43 main:574] : INFO : Epoch 1855 | loss: 0.0311501 | val_loss: 0.0311622 | Time: 1240.84 ms
[2021-11-04 19:04:44 main:574] : INFO : Epoch 1856 | loss: 0.0311487 | val_loss: 0.0311589 | Time: 1122.43 ms
[2021-11-04 19:04:46 main:574] : INFO : Epoch 1857 | loss: 0.0311486 | val_loss: 0.0311631 | Time: 1241.95 ms
[2021-11-04 19:04:47 main:574] : INFO : Epoch 1858 | loss: 0.0311485 | val_loss: 0.0311606 | Time: 1248.4 ms
[2021-11-04 19:04:48 main:574] : INFO : Epoch 1859 | loss: 0.0311458 | val_loss: 0.0311589 | Time: 1266.93 ms
[2021-11-04 19:04:49 main:574] : INFO : Epoch 1860 | loss: 0.0311456 | val_loss: 0.0311584 | Time: 1241.79 ms
[2021-11-04 19:04:51 main:574] : INFO : Epoch 1861 | loss: 0.0311446 | val_loss: 0.0311593 | Time: 1275.26 ms
[2021-11-04 19:04:52 main:574] : INFO : Epoch 1862 | loss: 0.0311453 | val_loss: 0.0311617 | Time: 1212.87 ms
[2021-11-04 19:04:53 main:574] : INFO : Epoch 1863 | loss: 0.0311469 | val_loss: 0.0311587 | Time: 1206.94 ms
[2021-11-04 19:04:54 main:574] : INFO : Epoch 1864 | loss: 0.031147 | val_loss: 0.0311649 | Time: 1209.19 ms
[2021-11-04 19:04:56 main:574] : INFO : Epoch 1865 | loss: 0.0311494 | val_loss: 0.031166 | Time: 1296.29 ms
[2021-11-04 19:04:57 main:574] : INFO : Epoch 1866 | loss: 0.0311485 | val_loss: 0.0311594 | Time: 1288.58 ms
[2021-11-04 19:04:58 main:574] : INFO : Epoch 1867 | loss: 0.0311444 | val_loss: 0.0311579 | Time: 1196.96 ms
[2021-11-04 19:04:59 main:574] : INFO : Epoch 1868 | loss: 0.0311434 | val_loss: 0.0311593 | Time: 1202.21 ms
[2021-11-04 19:05:00 main:574] : INFO : Epoch 1869 | loss: 0.0311424 | val_loss: 0.0311597 | Time: 1199.14 ms
[2021-11-04 19:05:02 main:574] : INFO : Epoch 1870 | loss: 0.0311497 | val_loss: 0.0311629 | Time: 1237.01 ms
[2021-11-04 19:05:03 main:574] : INFO : Epoch 1871 | loss: 0.0311501 | val_loss: 0.0311611 | Time: 1250.95 ms
[2021-11-04 19:05:04 main:574] : INFO : Epoch 1872 | loss: 0.0311491 | val_loss: 0.0311588 | Time: 1215.98 ms
[2021-11-04 19:05:05 main:574] : INFO : Epoch 1873 | loss: 0.0311483 | val_loss: 0.0311637 | Time: 1229.96 ms
[2021-11-04 19:05:07 main:574] : INFO : Epoch 1874 | loss: 0.0311489 | val_loss: 0.0311637 | Time: 1232.16 ms
[2021-11-04 19:05:08 main:574] : INFO : Epoch 1875 | loss: 0.0311499 | val_loss: 0.0311604 | Time: 1156.88 ms
[2021-11-04 19:05:09 main:574] : INFO : Epoch 1876 | loss: 0.0311478 | val_loss: 0.0311632 | Time: 1288.66 ms
[2021-11-04 19:05:10 main:574] : INFO : Epoch 1877 | loss: 0.0311477 | val_loss: 0.0311596 | Time: 1122.69 ms
[2021-11-04 19:05:11 main:574] : INFO : Epoch 1878 | loss: 0.0311467 | val_loss: 0.0311627 | Time: 1201.72 ms
[2021-11-04 19:05:13 main:574] : INFO : Epoch 1879 | loss: 0.0311461 | val_loss: 0.0311628 | Time: 1190.6 ms
[2021-11-04 19:05:14 main:574] : INFO : Epoch 1880 | loss: 0.0311467 | val_loss: 0.0311614 | Time: 1201.32 ms
[2021-11-04 19:05:15 main:574] : INFO : Epoch 1881 | loss: 0.0311443 | val_loss: 0.0311608 | Time: 1225.63 ms
[2021-11-04 19:05:16 main:574] : INFO : Epoch 1882 | loss: 0.0311431 | val_loss: 0.0311608 | Time: 1253.07 ms
[2021-11-04 19:05:18 main:574] : INFO : Epoch 1883 | loss: 0.031144 | val_loss: 0.0311603 | Time: 1264.72 ms
[2021-11-04 19:05:19 main:574] : INFO : Epoch 1884 | loss: 0.0311432 | val_loss: 0.0311634 | Time: 1182.11 ms
[2021-11-04 19:05:20 main:574] : INFO : Epoch 1885 | loss: 0.0311429 | val_loss: 0.0311639 | Time: 1270.17 ms
[2021-11-04 19:05:21 main:574] : INFO : Epoch 1886 | loss: 0.0311435 | val_loss: 0.0311624 | Time: 1205.3 ms
[2021-11-04 19:05:22 main:574] : INFO : Epoch 1887 | loss: 0.0311432 | val_loss: 0.0311654 | Time: 1233.11 ms
[2021-11-04 19:05:24 main:574] : INFO : Epoch 1888 | loss: 0.0311438 | val_loss: 0.031164 | Time: 1200.86 ms
[2021-11-04 19:05:25 main:574] : INFO : Epoch 1889 | loss: 0.0311434 | val_loss: 0.0311648 | Time: 1263.4 ms
[2021-11-04 19:05:26 main:574] : INFO : Epoch 1890 | loss: 0.0311428 | val_loss: 0.0311647 | Time: 1218.16 ms
[2021-11-04 19:05:27 main:574] : INFO : Epoch 1891 | loss: 0.031141 | val_loss: 0.0311634 | Time: 1214.37 ms
[2021-11-04 19:05:29 main:574] : INFO : Epoch 1892 | loss: 0.0311405 | val_loss: 0.0311629 | Time: 1218.95 ms
[2021-11-04 19:05:30 main:574] : INFO : Epoch 1893 | loss: 0.0311409 | val_loss: 0.0311622 | Time: 1183.07 ms
[2021-11-04 19:05:31 main:574] : INFO : Epoch 1894 | loss: 0.0311408 | val_loss: 0.0311636 | Time: 1216.89 ms
[2021-11-04 19:05:32 main:574] : INFO : Epoch 1895 | loss: 0.0311414 | val_loss: 0.0311629 | Time: 1258.85 ms
[2021-11-04 19:05:34 main:574] : INFO : Epoch 1896 | loss: 0.031142 | val_loss: 0.0311667 | Time: 1259.38 ms
[2021-11-04 19:05:35 main:574] : INFO : Epoch 1897 | loss: 0.0311429 | val_loss: 0.0311644 | Time: 1208.09 ms
[2021-11-04 19:05:36 main:574] : INFO : Epoch 1898 | loss: 0.0311418 | val_loss: 0.0311616 | Time: 1227.4 ms
[2021-11-04 19:05:37 main:574] : INFO : Epoch 1899 | loss: 0.0311426 | val_loss: 0.0311596 | Time: 1138.76 ms
[2021-11-04 19:05:38 main:574] : INFO : Epoch 1900 | loss: 0.0311428 | val_loss: 0.031161 | Time: 1267.6 ms
[2021-11-04 19:05:40 main:574] : INFO : Epoch 1901 | loss: 0.0311407 | val_loss: 0.0311643 | Time: 1211.52 ms
[2021-11-04 19:05:41 main:574] : INFO : Epoch 1902 | loss: 0.0311398 | val_loss: 0.031163 | Time: 1180.26 ms
[2021-11-04 19:05:42 main:574] : INFO : Epoch 1903 | loss: 0.0311388 | val_loss: 0.0311623 | Time: 1252.03 ms
[2021-11-04 19:05:43 main:574] : INFO : Epoch 1904 | loss: 0.0311409 | val_loss: 0.0311599 | Time: 1143.69 ms
[2021-11-04 19:05:44 main:574] : INFO : Epoch 1905 | loss: 0.0311408 | val_loss: 0.0311607 | Time: 1204.88 ms
[2021-11-04 19:05:46 main:574] : INFO : Epoch 1906 | loss: 0.0311473 | val_loss: 0.0311673 | Time: 1277.08 ms
[2021-11-04 19:05:47 main:574] : INFO : Epoch 1907 | loss: 0.031147 | val_loss: 0.0311639 | Time: 1194.1 ms
[2021-11-04 19:05:48 main:574] : INFO : Epoch 1908 | loss: 0.0311428 | val_loss: 0.0311662 | Time: 1204.83 ms
[2021-11-04 19:05:49 main:574] : INFO : Epoch 1909 | loss: 0.0311425 | val_loss: 0.0311586 | Time: 1294.02 ms
[2021-11-04 19:05:51 main:574] : INFO : Epoch 1910 | loss: 0.0311418 | val_loss: 0.0311622 | Time: 1288.63 ms
[2021-11-04 19:05:52 main:574] : INFO : Epoch 1911 | loss: 0.0311401 | val_loss: 0.0311614 | Time: 1213.75 ms
[2021-11-04 19:05:53 main:574] : INFO : Epoch 1912 | loss: 0.0311398 | val_loss: 0.0311646 | Time: 1227.71 ms
[2021-11-04 19:05:54 main:574] : INFO : Epoch 1913 | loss: 0.0311397 | val_loss: 0.0311629 | Time: 1222.99 ms
[2021-11-04 19:05:56 main:574] : INFO : Epoch 1914 | loss: 0.0311385 | val_loss: 0.0311601 | Time: 1221.99 ms
[2021-11-04 19:05:57 main:574] : INFO : Epoch 1915 | loss: 0.0311381 | val_loss: 0.0311613 | Time: 1179.95 ms
[2021-11-04 19:05:58 main:574] : INFO : Epoch 1916 | loss: 0.0311382 | val_loss: 0.0311596 | Time: 1221.72 ms
[2021-11-04 19:05:59 main:574] : INFO : Epoch 1917 | loss: 0.0311378 | val_loss: 0.0311625 | Time: 1246.21 ms
[2021-11-04 19:06:00 main:574] : INFO : Epoch 1918 | loss: 0.031139 | val_loss: 0.0311645 | Time: 1198.4 ms
[2021-11-04 19:06:02 main:574] : INFO : Epoch 1919 | loss: 0.0311453 | val_loss: 0.0311667 | Time: 1205.58 ms
[2021-11-04 19:06:03 main:574] : INFO : Epoch 1920 | loss: 0.0311407 | val_loss: 0.0311622 | Time: 1200.62 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3060 Ti)
[2021-11-04 19:10:00 main:435] : INFO : Set logging level to 1
[2021-11-04 19:10:00 main:441] : INFO : Running in BOINC Client mode
[2021-11-04 19:10:00 main:444] : INFO : Resolving all filenames
[2021-11-04 19:10:00 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2021-11-04 19:10:00 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634620315-17072-2_0_r1305780794_1 (exists = 1)
[2021-11-04 19:10:00 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634620315-17072-2_0_r1305780794_0 (exists = 0)
[2021-11-04 19:10:00 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634620315-17072-2 (exists = 1)
[2021-11-04 19:10:00 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-11-04 19:10:00 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2021-11-04 19:10:00 main:474] : INFO : Configuration:
[2021-11-04 19:10:00 main:475] : INFO : Model type: GRU
[2021-11-04 19:10:00 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-11-04 19:10:00 main:477] : INFO : Max Epochs: 2048
[2021-11-04 19:10:00 main:478] : INFO : Batch Size: 128
[2021-11-04 19:10:00 main:479] : INFO : Learning Rate: 0.01
[2021-11-04 19:10:00 main:480] : INFO : Patience: 10
[2021-11-04 19:10:00 main:481] : INFO : Hidden Width: 12
[2021-11-04 19:10:00 main:482] : INFO : # Recurrent Layers: 4
[2021-11-04 19:10:00 main:483] : INFO : # Backend Layers: 4
[2021-11-04 19:10:00 main:484] : INFO : # Threads: 1
[2021-11-04 19:10:00 main:486] : INFO : Preparing Dataset
[2021-11-04 19:10:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-11-04 19:10:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-11-04 19:29:30 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-11-04 19:29:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-11-04 19:29:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-11-04 19:29:31 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-11-04 19:29:31 main:494] : INFO : Creating Model
[2021-11-04 19:29:31 main:507] : INFO : Preparing config file
[2021-11-04 19:29:31 main:511] : INFO : Found checkpoint, attempting to load...
[2021-11-04 19:29:31 main:512] : INFO : Loading config
[2021-11-04 19:29:31 main:514] : INFO : Loading state
[2021-11-04 19:44:16 main:559] : INFO : Loading DataLoader into Memory
[2021-11-04 19:44:16 main:562] : INFO : Starting Training
[2021-11-04 19:45:39 main:574] : INFO : Epoch 1784 | loss: 0.0312067 | val_loss: 0.0311798 | Time: 83048.1 ms
[2021-11-04 19:45:40 main:574] : INFO : Epoch 1785 | loss: 0.0311626 | val_loss: 0.0311665 | Time: 1158.21 ms
[2021-11-04 19:45:41 main:574] : INFO : Epoch 1786 | loss: 0.0311537 | val_loss: 0.0311649 | Time: 1197.21 ms
[2021-11-04 19:45:43 main:574] : INFO : Epoch 1787 | loss: 0.0311548 | val_loss: 0.03117 | Time: 1220.34 ms
[2021-11-04 19:45:44 main:574] : INFO : Epoch 1788 | loss: 0.0311545 | val_loss: 0.0311616 | Time: 1221.24 ms
[2021-11-04 19:45:45 main:574] : INFO : Epoch 1789 | loss: 0.0311531 | val_loss: 0.0311654 | Time: 1185.22 ms
[2021-11-04 19:45:46 main:574] : INFO : Epoch 1790 | loss: 0.0311537 | val_loss: 0.0311611 | Time: 1203.35 ms
[2021-11-04 19:45:47 main:574] : INFO : Epoch 1791 | loss: 0.0311518 | val_loss: 0.0311587 | Time: 1223.35 ms
[2021-11-04 19:45:49 main:574] : INFO : Epoch 1792 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 1204.59 ms
[2021-11-04 19:45:50 main:574] : INFO : Epoch 1793 | loss: 0.0311521 | val_loss: 0.031163 | Time: 1219.18 ms
[2021-11-04 19:45:51 main:574] : INFO : Epoch 1794 | loss: 0.031154 | val_loss: 0.0311722 | Time: 1206.13 ms
[2021-11-04 19:45:52 main:574] : INFO : Epoch 1795 | loss: 0.0311527 | val_loss: 0.0311622 | Time: 1262.87 ms
[2021-11-04 19:45:54 main:574] : INFO : Epoch 1796 | loss: 0.0311497 | val_loss: 0.0311616 | Time: 1249.65 ms
[2021-11-04 19:45:55 main:574] : INFO : Epoch 1797 | loss: 0.0311501 | val_loss: 0.0311597 | Time: 1248.53 ms
[2021-11-04 19:45:56 main:574] : INFO : Epoch 1798 | loss: 0.0311515 | val_loss: 0.0311612 | Time: 1256.45 ms
[2021-11-04 19:45:57 main:574] : INFO : Epoch 1799 | loss: 0.0311521 | val_loss: 0.0311605 | Time: 1247.9 ms
[2021-11-04 19:45:59 main:574] : INFO : Epoch 1800 | loss: 0.0311531 | val_loss: 0.0311616 | Time: 1257.6 ms
[2021-11-04 19:46:00 main:574] : INFO : Epoch 1801 | loss: 0.0311526 | val_loss: 0.0311592 | Time: 1288.33 ms
[2021-11-04 19:46:01 main:574] : INFO : Epoch 1802 | loss: 0.0311517 | val_loss: 0.0311597 | Time: 1222.4 ms
[2021-11-04 19:46:02 main:574] : INFO : Epoch 1803 | loss: 0.0311496 | val_loss: 0.0311559 | Time: 1215.41 ms
[2021-11-04 19:46:04 main:574] : INFO : Epoch 1804 | loss: 0.0311471 | val_loss: 0.0311551 | Time: 1240.3 ms
[2021-11-04 19:46:05 main:574] : INFO : Epoch 1805 | loss: 0.0311485 | val_loss: 0.0311548 | Time: 1089.33 ms
[2021-11-04 19:46:06 main:574] : INFO : Epoch 1806 | loss: 0.0311513 | val_loss: 0.0311581 | Time: 1223.3 ms
[2021-11-04 19:46:07 main:574] : INFO : Epoch 1807 | loss: 0.031148 | val_loss: 0.0311571 | Time: 1244.09 ms
[2021-11-04 19:46:08 main:574] : INFO : Epoch 1808 | loss: 0.0311501 | val_loss: 0.0311572 | Time: 1245.1 ms
[2021-11-04 19:46:10 main:574] : INFO : Epoch 1809 | loss: 0.0311492 | val_loss: 0.0311556 | Time: 1182.56 ms
[2021-11-04 19:46:11 main:574] : INFO : Epoch 1810 | loss: 0.0311485 | val_loss: 0.0311552 | Time: 1187.31 ms
[2021-11-04 19:46:12 main:574] : INFO : Epoch 1811 | loss: 0.0311509 | val_loss: 0.0311578 | Time: 1232.05 ms
[2021-11-04 19:46:13 main:574] : INFO : Epoch 1812 | loss: 0.0311493 | val_loss: 0.0311554 | Time: 1211.52 ms
[2021-11-04 19:46:14 main:574] : INFO : Epoch 1813 | loss: 0.0311483 | val_loss: 0.0311538 | Time: 1237.64 ms
[2021-11-04 19:46:16 main:574] : INFO : Epoch 1814 | loss: 0.0311475 | val_loss: 0.0311555 | Time: 1229.38 ms
[2021-11-04 19:46:17 main:574] : INFO : Epoch 1815 | loss: 0.0311489 | val_loss: 0.0311583 | Time: 1191.31 ms
[2021-11-04 19:46:18 main:574] : INFO : Epoch 1816 | loss: 0.0311491 | val_loss: 0.0311572 | Time: 1283.66 ms
[2021-11-04 19:46:19 main:574] : INFO : Epoch 1817 | loss: 0.0311481 | val_loss: 0.031154 | Time: 1268.28 ms
[2021-11-04 19:46:21 main:574] : INFO : Epoch 1818 | loss: 0.0311468 | val_loss: 0.0311546 | Time: 1291.16 ms
[2021-11-04 19:46:22 main:574] : INFO : Epoch 1819 | loss: 0.0311465 | val_loss: 0.0311546 | Time: 1259.83 ms
[2021-11-04 19:46:23 main:574] : INFO : Epoch 1820 | loss: 0.0311447 | val_loss: 0.031154 | Time: 1268.09 ms
[2021-11-04 19:46:24 main:574] : INFO : Epoch 1821 | loss: 0.0311462 | val_loss: 0.031155 | Time: 1189.74 ms
[2021-11-04 19:46:26 main:574] : INFO : Epoch 1822 | loss: 0.0311494 | val_loss: 0.031155 | Time: 1259.08 ms
[2021-11-04 19:46:27 main:574] : INFO : Epoch 1823 | loss: 0.0311481 | val_loss: 0.0311534 | Time: 1254.01 ms
[2021-11-04 19:46:28 main:574] : INFO : Epoch 1824 | loss: 0.0311464 | val_loss: 0.0311557 | Time: 1183.93 ms
[2021-11-04 19:46:29 main:574] : INFO : Epoch 1825 | loss: 0.0311461 | val_loss: 0.0311531 | Time: 1269.24 ms
[2021-11-04 19:46:31 main:574] : INFO : Epoch 1826 | loss: 0.0311441 | val_loss: 0.0311544 | Time: 1195.58 ms
[2021-11-04 19:46:32 main:574] : INFO : Epoch 1827 | loss: 0.0311434 | val_loss: 0.0311551 | Time: 1214.61 ms
[2021-11-04 19:46:33 main:574] : INFO : Epoch 1828 | loss: 0.0311441 | val_loss: 0.031155 | Time: 1317.09 ms
[2021-11-04 19:46:34 main:574] : INFO : Epoch 1829 | loss: 0.0311438 | val_loss: 0.0311534 | Time: 1164.08 ms
[2021-11-04 19:46:36 main:574] : INFO : Epoch 1830 | loss: 0.0311435 | val_loss: 0.0311511 | Time: 1305.61 ms
[2021-11-04 19:46:37 main:574] : INFO : Epoch 1831 | loss: 0.0311422 | val_loss: 0.0311528 | Time: 1256.21 ms
[2021-11-04 19:46:38 main:574] : INFO : Epoch 1832 | loss: 0.0311419 | val_loss: 0.0311552 | Time: 1231.75 ms
[2021-11-04 19:46:39 main:574] : INFO : Epoch 1833 | loss: 0.0311423 | val_loss: 0.0311565 | Time: 1219.96 ms
[2021-11-04 19:46:41 main:574] : INFO : Epoch 1834 | loss: 0.0311413 | val_loss: 0.0311562 | Time: 1215.03 ms
[2021-11-04 19:46:42 main:574] : INFO : Epoch 1835 | loss: 0.0311401 | val_loss: 0.0311535 | Time: 1280.47 ms
[2021-11-04 19:46:43 main:574] : INFO : Epoch 1836 | loss: 0.0311407 | val_loss: 0.0311542 | Time: 1208.09 ms
[2021-11-04 19:46:44 main:574] : INFO : Epoch 1837 | loss: 0.0311411 | val_loss: 0.031152 | Time: 1231.15 ms
[2021-11-04 19:46:46 main:574] : INFO : Epoch 1838 | loss: 0.0311393 | val_loss: 0.0311529 | Time: 1226.58 ms
[2021-11-04 19:46:47 main:574] : INFO : Epoch 1839 | loss: 0.0311403 | val_loss: 0.0311548 | Time: 1222.5 ms
[2021-11-04 19:46:48 main:574] : INFO : Epoch 1840 | loss: 0.0311393 | val_loss: 0.0311556 | Time: 1167.16 ms
[2021-11-04 19:46:49 main:574] : INFO : Epoch 1841 | loss: 0.0311381 | val_loss: 0.0311494 | Time: 1197.41 ms
[2021-11-04 19:46:50 main:574] : INFO : Epoch 1842 | loss: 0.0311389 | val_loss: 0.0311549 | Time: 1232.39 ms
[2021-11-04 19:46:52 main:574] : INFO : Epoch 1843 | loss: 0.0311404 | val_loss: 0.0311547 | Time: 1199.81 ms
[2021-11-04 19:46:53 main:574] : INFO : Epoch 1844 | loss: 0.031138 | val_loss: 0.0311527 | Time: 1268.48 ms
[2021-11-04 19:46:54 main:574] : INFO : Epoch 1845 | loss: 0.0311383 | val_loss: 0.0311564 | Time: 1211.01 ms
[2021-11-04 19:46:55 main:574] : INFO : Epoch 1846 | loss: 0.031142 | val_loss: 0.0311511 | Time: 1216.27 ms
[2021-11-04 19:46:56 main:574] : INFO : Epoch 1847 | loss: 0.0311422 | val_loss: 0.0311507 | Time: 1176.82 ms
[2021-11-04 19:46:58 main:574] : INFO : Epoch 1848 | loss: 0.0311393 | val_loss: 0.0311528 | Time: 1266.74 ms
[2021-11-04 19:46:59 main:574] : INFO : Epoch 1849 | loss: 0.0311402 | val_loss: 0.0311544 | Time: 1209.75 ms
[2021-11-04 19:47:00 main:574] : INFO : Epoch 1850 | loss: 0.031137 | val_loss: 0.031154 | Time: 1299.64 ms
[2021-11-04 19:47:01 main:574] : INFO : Epoch 1851 | loss: 0.0311379 | val_loss: 0.0311533 | Time: 1181.07 ms
[2021-11-04 19:47:03 main:574] : INFO : Epoch 1852 | loss: 0.0311392 | val_loss: 0.0311549 | Time: 1216.04 ms
[2021-11-04 19:47:04 main:574] : INFO : Epoch 1853 | loss: 0.031136 | val_loss: 0.0311543 | Time: 1238.8 ms
[2021-11-04 19:47:05 main:574] : INFO : Epoch 1854 | loss: 0.0311365 | val_loss: 0.0311567 | Time: 1229.35 ms
[2021-11-04 19:47:06 main:574] : INFO : Epoch 1855 | loss: 0.0311416 | val_loss: 0.0311529 | Time: 1157.74 ms
[2021-11-04 19:47:07 main:574] : INFO : Epoch 1856 | loss: 0.0311408 | val_loss: 0.0311522 | Time: 1218.87 ms
[2021-11-04 19:47:09 main:574] : INFO : Epoch 1857 | loss: 0.0311386 | val_loss: 0.031152 | Time: 1168.78 ms
[2021-11-04 19:47:10 main:574] : INFO : Epoch 1858 | loss: 0.0311366 | val_loss: 0.0311528 | Time: 1258.25 ms
[2021-11-04 19:47:11 main:574] : INFO : Epoch 1859 | loss: 0.0311358 | val_loss: 0.0311518 | Time: 1216.91 ms
[2021-11-04 19:47:12 main:574] : INFO : Epoch 1860 | loss: 0.0311333 | val_loss: 0.031155 | Time: 1239.87 ms
[2021-11-04 19:47:14 main:574] : INFO : Epoch 1861 | loss: 0.0311343 | val_loss: 0.0311487 | Time: 1220.92 ms
[2021-11-04 19:47:15 main:574] : INFO : Epoch 1862 | loss: 0.0311355 | val_loss: 0.0311473 | Time: 1216.23 ms
[2021-11-04 19:47:16 main:574] : INFO : Epoch 1863 | loss: 0.0311336 | val_loss: 0.031148 | Time: 1243.38 ms
[2021-11-04 19:47:17 main:574] : INFO : Epoch 1864 | loss: 0.0311343 | val_loss: 0.0311535 | Time: 1257.78 ms
[2021-11-04 19:47:19 main:574] : INFO : Epoch 1865 | loss: 0.0311377 | val_loss: 0.0311547 | Time: 1240.61 ms
[2021-11-04 19:47:20 main:574] : INFO : Epoch 1866 | loss: 0.0311408 | val_loss: 0.0311524 | Time: 1181.45 ms
[2021-11-04 19:47:21 main:574] : INFO : Epoch 1867 | loss: 0.0311376 | val_loss: 0.0311488 | Time: 1294.36 ms
[2021-11-04 19:47:22 main:574] : INFO : Epoch 1868 | loss: 0.0311362 | val_loss: 0.0311474 | Time: 1220.79 ms
[2021-11-04 19:47:24 main:574] : INFO : Epoch 1869 | loss: 0.0311337 | val_loss: 0.0311508 | Time: 1249.75 ms
[2021-11-04 19:47:25 main:574] : INFO : Epoch 1870 | loss: 0.0311391 | val_loss: 0.0311535 | Time: 1183.18 ms
[2021-11-04 19:47:26 main:574] : INFO : Epoch 1871 | loss: 0.0311365 | val_loss: 0.0311506 | Time: 1166.95 ms
[2021-11-04 19:47:27 main:574] : INFO : Epoch 1872 | loss: 0.0311341 | val_loss: 0.0311509 | Time: 1263.94 ms
[2021-11-04 19:47:28 main:574] : INFO : Epoch 1873 | loss: 0.0311308 | val_loss: 0.0311493 | Time: 1186.79 ms
[2021-11-04 19:47:30 main:574] : INFO : Epoch 1874 | loss: 0.0311313 | val_loss: 0.0311463 | Time: 1209.45 ms
[2021-11-04 19:47:31 main:574] : INFO : Epoch 1875 | loss: 0.0311311 | val_loss: 0.0311538 | Time: 1235.88 ms
[2021-11-04 19:47:32 main:574] : INFO : Epoch 1876 | loss: 0.03114 | val_loss: 0.0311515 | Time: 1233.35 ms
[2021-11-04 19:47:33 main:574] : INFO : Epoch 1877 | loss: 0.03114 | val_loss: 0.0311534 | Time: 1211.89 ms
[2021-11-04 19:47:34 main:574] : INFO : Epoch 1878 | loss: 0.0311372 | val_loss: 0.0311528 | Time: 1204.06 ms
[2021-11-04 19:47:36 main:574] : INFO : Epoch 1879 | loss: 0.0311378 | val_loss: 0.031153 | Time: 1210.04 ms
[2021-11-04 19:47:37 main:574] : INFO : Epoch 1880 | loss: 0.0311402 | val_loss: 0.0311579 | Time: 1160.31 ms
[2021-11-04 19:47:38 main:574] : INFO : Epoch 1881 | loss: 0.0311397 | val_loss: 0.0311531 | Time: 1220.81 ms
[2021-11-04 19:47:39 main:574] : INFO : Epoch 1882 | loss: 0.0311354 | val_loss: 0.0311496 | Time: 1246.6 ms
[2021-11-04 19:47:41 main:574] : INFO : Epoch 1883 | loss: 0.0311358 | val_loss: 0.0311482 | Time: 1221.05 ms
[2021-11-04 19:47:42 main:574] : INFO : Epoch 1884 | loss: 0.0311355 | val_loss: 0.0311501 | Time: 1198.04 ms
[2021-11-04 19:47:43 main:574] : INFO : Epoch 1885 | loss: 0.0311361 | val_loss: 0.0311483 | Time: 1244.78 ms
[2021-11-04 19:47:44 main:574] : INFO : Epoch 1886 | loss: 0.0311349 | val_loss: 0.0311479 | Time: 1232.55 ms
[2021-11-04 19:47:45 main:574] : INFO : Epoch 1887 | loss: 0.0311346 | val_loss: 0.031148 | Time: 1201.35 ms
[2021-11-04 19:47:47 main:574] : INFO : Epoch 1888 | loss: 0.0311337 | val_loss: 0.0311472 | Time: 1231.64 ms
[2021-11-04 19:47:48 main:574] : INFO : Epoch 1889 | loss: 0.031135 | val_loss: 0.0311527 | Time: 1175 ms
[2021-11-04 19:47:49 main:574] : INFO : Epoch 1890 | loss: 0.0311414 | val_loss: 0.0311545 | Time: 1230.5 ms
[2021-11-04 19:47:50 main:574] : INFO : Epoch 1891 | loss: 0.0311374 | val_loss: 0.0311519 | Time: 1234.74 ms
[2021-11-04 19:47:52 main:574] : INFO : Epoch 1892 | loss: 0.0311419 | val_loss: 0.0311505 | Time: 1263.35 ms
[2021-11-04 19:47:53 main:574] : INFO : Epoch 1893 | loss: 0.0311383 | val_loss: 0.0311495 | Time: 1213.31 ms
[2021-11-04 19:47:54 main:574] : INFO : Epoch 1894 | loss: 0.0311368 | val_loss: 0.0311455 | Time: 1274.38 ms
[2021-11-04 19:47:55 main:574] : INFO : Epoch 1895 | loss: 0.0311382 | val_loss: 0.0311597 | Time: 1237.97 ms
[2021-11-04 19:47:57 main:574] : INFO : Epoch 1896 | loss: 0.0311367 | val_loss: 0.0311505 | Time: 1243.81 ms
[2021-11-04 19:47:58 main:574] : INFO : Epoch 1897 | loss: 0.0311337 | val_loss: 0.03115 | Time: 1119.38 ms
[2021-11-04 19:47:59 main:574] : INFO : Epoch 1898 | loss: 0.0311321 | val_loss: 0.0311463 | Time: 1243.66 ms
[2021-11-04 19:48:00 main:574] : INFO : Epoch 1899 | loss: 0.0311306 | val_loss: 0.0311441 | Time: 1160.24 ms
[2021-11-04 19:48:01 main:574] : INFO : Epoch 1900 | loss: 0.0311297 | val_loss: 0.031145 | Time: 1184.99 ms
[2021-11-04 19:48:02 main:574] : INFO : Epoch 1901 | loss: 0.0311327 | val_loss: 0.0311456 | Time: 1238.33 ms
[2021-11-04 19:48:04 main:574] : INFO : Epoch 1902 | loss: 0.0311346 | val_loss: 0.0311475 | Time: 1283.62 ms
[2021-11-04 19:48:05 main:574] : INFO : Epoch 1903 | loss: 0.0311335 | val_loss: 0.0311466 | Time: 1183.35 ms
[2021-11-04 19:48:06 main:574] : INFO : Epoch 1904 | loss: 0.0311313 | val_loss: 0.0311492 | Time: 1298.51 ms
[2021-11-04 19:48:08 main:574] : INFO : Epoch 1905 | loss: 0.0311322 | val_loss: 0.0311471 | Time: 1237.58 ms
[2021-11-04 19:48:09 main:574] : INFO : Epoch 1906 | loss: 0.0311324 | val_loss: 0.0311469 | Time: 1239.4 ms
[2021-11-04 19:48:10 main:574] : INFO : Epoch 1907 | loss: 0.031132 | val_loss: 0.0311443 | Time: 1254.08 ms
[2021-11-04 19:48:11 main:574] : INFO : Epoch 1908 | loss: 0.0311308 | val_loss: 0.0311467 | Time: 1214.22 ms
[2021-11-04 19:48:12 main:574] : INFO : Epoch 1909 | loss: 0.0311292 | val_loss: 0.0311447 | Time: 1227.19 ms
[2021-11-04 19:48:14 main:574] : INFO : Epoch 1910 | loss: 0.0311319 | val_loss: 0.0311466 | Time: 1203.5 ms
[2021-11-04 19:48:15 main:574] : INFO : Epoch 1911 | loss: 0.0311332 | val_loss: 0.0311437 | Time: 1249.96 ms
[2021-11-04 19:48:16 main:574] : INFO : Epoch 1912 | loss: 0.0311322 | val_loss: 0.0311446 | Time: 1263.89 ms
[2021-11-04 19:48:17 main:574] : INFO : Epoch 1913 | loss: 0.0311303 | val_loss: 0.0311468 | Time: 1213.75 ms
[2021-11-04 19:48:19 main:574] : INFO : Epoch 1914 | loss: 0.0311291 | val_loss: 0.0311425 | Time: 1214.11 ms
[2021-11-04 19:48:20 main:574] : INFO : Epoch 1915 | loss: 0.031128 | val_loss: 0.0311453 | Time: 1262.93 ms
[2021-11-04 19:48:21 main:574] : INFO : Epoch 1916 | loss: 0.0311298 | val_loss: 0.0311473 | Time: 1320.35 ms
[2021-11-04 19:48:23 main:574] : INFO : Epoch 1917 | loss: 0.03113 | val_loss: 0.0311469 | Time: 1299.69 ms
[2021-11-04 19:48:24 main:574] : INFO : Epoch 1918 | loss: 0.0311306 | val_loss: 0.0311496 | Time: 1223.93 ms
[2021-11-04 19:48:25 main:574] : INFO : Epoch 1919 | loss: 0.0311313 | val_loss: 0.0311462 | Time: 1298.97 ms
[2021-11-04 19:48:26 main:574] : INFO : Epoch 1920 | loss: 0.0311385 | val_loss: 0.0311527 | Time: 1240.49 ms
[2021-11-04 19:48:27 main:574] : INFO : Epoch 1921 | loss: 0.0311353 | val_loss: 0.0311463 | Time: 1215.79 ms
[2021-11-04 19:48:29 main:574] : INFO : Epoch 1922 | loss: 0.0311324 | val_loss: 0.0311393 | Time: 1238.83 ms
[2021-11-04 19:48:30 main:574] : INFO : Epoch 1923 | loss: 0.0311344 | val_loss: 0.0311444 | Time: 1227.27 ms
[2021-11-04 19:48:31 main:574] : INFO : Epoch 1924 | loss: 0.0311339 | val_loss: 0.0311426 | Time: 1231.03 ms
[2021-11-04 19:48:32 main:574] : INFO : Epoch 1925 | loss: 0.0311315 | val_loss: 0.0311448 | Time: 1226.57 ms
[2021-11-04 19:48:34 main:574] : INFO : Epoch 1926 | loss: 0.0311289 | val_loss: 0.0311419 | Time: 1256.24 ms
[2021-11-04 19:48:35 main:574] : INFO : Epoch 1927 | loss: 0.0311282 | val_loss: 0.0311428 | Time: 1203.83 ms
[2021-11-04 19:48:36 main:574] : INFO : Epoch 1928 | loss: 0.0311309 | val_loss: 0.0311398 | Time: 1251.51 ms
[2021-11-04 19:48:37 main:574] : INFO : Epoch 1929 | loss: 0.0311341 | val_loss: 0.0311427 | Time: 1311.3 ms
[2021-11-04 19:48:39 main:574] : INFO : Epoch 1930 | loss: 0.0311343 | val_loss: 0.0311414 | Time: 1221.08 ms
[2021-11-04 19:48:40 main:574] : INFO : Epoch 1931 | loss: 0.031132 | val_loss: 0.0311402 | Time: 1217.48 ms
[2021-11-04 19:48:41 main:574] : INFO : Epoch 1932 | loss: 0.0311299 | val_loss: 0.0311395 | Time: 1155.95 ms
[2021-11-04 19:48:42 main:574] : INFO : Epoch 1933 | loss: 0.0311287 | val_loss: 0.0311474 | Time: 1243.29 ms
[2021-11-04 19:48:44 main:574] : INFO : Epoch 1934 | loss: 0.0311291 | val_loss: 0.0311465 | Time: 1251.27 ms
[2021-11-04 19:48:45 main:574] : INFO : Epoch 1935 | loss: 0.0311281 | val_loss: 0.0311497 | Time: 1320.17 ms
[2021-11-04 19:48:46 main:574] : INFO : Epoch 1936 | loss: 0.0311276 | val_loss: 0.0311418 | Time: 1224.09 ms
[2021-11-04 19:48:47 main:574] : INFO : Epoch 1937 | loss: 0.0311247 | val_loss: 0.0311435 | Time: 1234.51 ms
[2021-11-04 19:48:49 main:574] : INFO : Epoch 1938 | loss: 0.0311265 | val_loss: 0.0311449 | Time: 1259.51 ms
[2021-11-04 19:48:50 main:574] : INFO : Epoch 1939 | loss: 0.0311256 | val_loss: 0.0311424 | Time: 1209.32 ms
[2021-11-04 19:48:51 main:574] : INFO : Epoch 1940 | loss: 0.0311254 | val_loss: 0.031142 | Time: 1288.32 ms
[2021-11-04 19:48:52 main:574] : INFO : Epoch 1941 | loss: 0.0311239 | val_loss: 0.0311413 | Time: 1344.58 ms
[2021-11-04 19:48:54 main:574] : INFO : Epoch 1942 | loss: 0.0311257 | val_loss: 0.0311442 | Time: 1344.45 ms
[2021-11-04 19:48:55 main:574] : INFO : Epoch 1943 | loss: 0.0311241 | val_loss: 0.0311415 | Time: 1314.25 ms
[2021-11-04 19:48:56 main:574] : INFO : Epoch 1944 | loss: 0.031122 | val_loss: 0.0311391 | Time: 1193.45 ms
[2021-11-04 19:48:58 main:574] : INFO : Epoch 1945 | loss: 0.0311224 | val_loss: 0.0311424 | Time: 1179.45 ms
[2021-11-04 19:48:59 main:574] : INFO : Epoch 1946 | loss: 0.0311228 | val_loss: 0.0311405 | Time: 1231.26 ms
[2021-11-04 19:49:00 main:574] : INFO : Epoch 1947 | loss: 0.0311241 | val_loss: 0.0311396 | Time: 1199.65 ms
[2021-11-04 19:49:01 main:574] : INFO : Epoch 1948 | loss: 0.0311227 | val_loss: 0.0311483 | Time: 1270.84 ms
[2021-11-04 19:49:02 main:574] : INFO : Epoch 1949 | loss: 0.031123 | val_loss: 0.0311388 | Time: 1252.96 ms
[2021-11-04 19:49:04 main:574] : INFO : Epoch 1950 | loss: 0.0311302 | val_loss: 0.0311469 | Time: 1310.85 ms
[2021-11-04 19:49:05 main:574] : INFO : Epoch 1951 | loss: 0.0311329 | val_loss: 0.0311441 | Time: 1239.06 ms
[2021-11-04 19:49:06 main:574] : INFO : Epoch 1952 | loss: 0.0311326 | val_loss: 0.0311401 | Time: 1202.57 ms
[2021-11-04 19:49:07 main:574] : INFO : Epoch 1953 | loss: 0.0311307 | val_loss: 0.0311408 | Time: 1183.11 ms
[2021-11-04 19:49:09 main:574] : INFO : Epoch 1954 | loss: 0.0311306 | val_loss: 0.0311397 | Time: 1293.99 ms
[2021-11-04 19:49:10 main:574] : INFO : Epoch 1955 | loss: 0.0311288 | val_loss: 0.0311407 | Time: 1282.78 ms
[2021-11-04 19:49:11 main:574] : INFO : Epoch 1956 | loss: 0.0311269 | val_loss: 0.031143 | Time: 1263.86 ms
[2021-11-04 19:49:13 main:574] : INFO : Epoch 1957 | loss: 0.0311276 | val_loss: 0.0311416 | Time: 1211.38 ms
[2021-11-04 19:49:14 main:574] : INFO : Epoch 1958 | loss: 0.0311271 | val_loss: 0.031144 | Time: 1203.9 ms
[2021-11-04 19:49:15 main:574] : INFO : Epoch 1959 | loss: 0.0311263 | val_loss: 0.0311487 | Time: 1299.02 ms
[2021-11-04 19:49:16 main:574] : INFO : Epoch 1960 | loss: 0.0311265 | val_loss: 0.0311428 | Time: 1252.26 ms
[2021-11-04 19:49:17 main:574] : INFO : Epoch 1961 | loss: 0.0311244 | val_loss: 0.0311427 | Time: 1183.54 ms
[2021-11-04 19:49:19 main:574] : INFO : Epoch 1962 | loss: 0.0311234 | val_loss: 0.0311415 | Time: 1242.65 ms
[2021-11-04 19:49:20 main:574] : INFO : Epoch 1963 | loss: 0.0311229 | val_loss: 0.031141 | Time: 1286.97 ms
[2021-11-04 19:49:21 main:574] : INFO : Epoch 1964 | loss: 0.0311226 | val_loss: 0.0311422 | Time: 1235.37 ms
[2021-11-04 19:49:22 main:574] : INFO : Epoch 1965 | loss: 0.0311218 | val_loss: 0.031144 | Time: 1228.96 ms
[2021-11-04 19:49:24 main:574] : INFO : Epoch 1966 | loss: 0.0311206 | val_loss: 0.0311472 | Time: 1252.19 ms
[2021-11-04 19:49:25 main:574] : INFO : Epoch 1967 | loss: 0.0311204 | val_loss: 0.0311445 | Time: 1263.3 ms
[2021-11-04 19:49:26 main:574] : INFO : Epoch 1968 | loss: 0.0311195 | val_loss: 0.031142 | Time: 1290.14 ms
[2021-11-04 19:49:28 main:574] : INFO : Epoch 1969 | loss: 0.0311193 | val_loss: 0.031143 | Time: 1252.12 ms
[2021-11-04 19:49:29 main:574] : INFO : Epoch 1970 | loss: 0.0311189 | val_loss: 0.0311462 | Time: 1213.83 ms
[2021-11-04 19:49:30 main:574] : INFO : Epoch 1971 | loss: 0.031118 | val_loss: 0.0311447 | Time: 1173.26 ms
[2021-11-04 19:49:31 main:574] : INFO : Epoch 1972 | loss: 0.0311227 | val_loss: 0.0311423 | Time: 1246.56 ms
[2021-11-04 19:49:32 main:574] : INFO : Epoch 1973 | loss: 0.0311253 | val_loss: 0.0311433 | Time: 1287.39 ms
[2021-11-04 19:49:34 main:574] : INFO : Epoch 1974 | loss: 0.0311229 | val_loss: 0.0311477 | Time: 1248.32 ms
[2021-11-04 19:49:35 main:574] : INFO : Epoch 1975 | loss: 0.0311233 | val_loss: 0.0311451 | Time: 1238.11 ms
[2021-11-04 19:49:36 main:574] : INFO : Epoch 1976 | loss: 0.0311253 | val_loss: 0.0311421 | Time: 1202.41 ms
[2021-11-04 19:49:37 main:574] : INFO : Epoch 1977 | loss: 0.0311243 | val_loss: 0.0311467 | Time: 1308.44 ms
[2021-11-04 19:49:39 main:574] : INFO : Epoch 1978 | loss: 0.0311304 | val_loss: 0.0311495 | Time: 1188.54 ms
[2021-11-04 19:49:40 main:574] : INFO : Epoch 1979 | loss: 0.0311341 | val_loss: 0.031151 | Time: 1190.77 ms
[2021-11-04 19:49:41 main:574] : INFO : Epoch 1980 | loss: 0.0311287 | val_loss: 0.0311429 | Time: 1228.74 ms
[2021-11-04 19:49:42 main:574] : INFO : Epoch 1981 | loss: 0.0311263 | val_loss: 0.0311434 | Time: 1252.7 ms
[2021-11-04 19:49:44 main:574] : INFO : Epoch 1982 | loss: 0.0311292 | val_loss: 0.0311464 | Time: 1221.6 ms
[2021-11-04 19:49:45 main:574] : INFO : Epoch 1983 | loss: 0.0311291 | val_loss: 0.0311431 | Time: 1271.59 ms
[2021-11-04 19:49:46 main:574] : INFO : Epoch 1984 | loss: 0.0311266 | val_loss: 0.0311424 | Time: 1211.27 ms
[2021-11-04 19:49:47 main:574] : INFO : Epoch 1985 | loss: 0.031124 | val_loss: 0.0311394 | Time: 1237.44 ms
[2021-11-04 19:49:49 main:574] : INFO : Epoch 1986 | loss: 0.0311225 | val_loss: 0.0311417 | Time: 1275.26 ms
[2021-11-04 19:49:50 main:574] : INFO : Epoch 1987 | loss: 0.0311221 | val_loss: 0.0311391 | Time: 1242.63 ms
[2021-11-04 19:49:51 main:574] : INFO : Epoch 1988 | loss: 0.0311307 | val_loss: 0.0311479 | Time: 1279.28 ms
[2021-11-04 19:49:52 main:574] : INFO : Epoch 1989 | loss: 0.0311328 | val_loss: 0.0311454 | Time: 1191.43 ms
[2021-11-04 19:49:54 main:574] : INFO : Epoch 1990 | loss: 0.0311261 | val_loss: 0.0311426 | Time: 1241.61 ms
[2021-11-04 19:49:55 main:574] : INFO : Epoch 1991 | loss: 0.0311249 | val_loss: 0.0311399 | Time: 1319.59 ms
[2021-11-04 19:49:56 main:574] : INFO : Epoch 1992 | loss: 0.0311221 | val_loss: 0.0311425 | Time: 1241.44 ms
[2021-11-04 19:49:57 main:574] : INFO : Epoch 1993 | loss: 0.0311211 | val_loss: 0.0311448 | Time: 1288.93 ms
[2021-11-04 19:49:59 main:574] : INFO : Epoch 1994 | loss: 0.0311223 | val_loss: 0.0311438 | Time: 1249.76 ms
[2021-11-04 19:50:00 main:574] : INFO : Epoch 1995 | loss: 0.0311229 | val_loss: 0.0311417 | Time: 1303.49 ms
[2021-11-04 19:50:01 main:574] : INFO : Epoch 1996 | loss: 0.0311215 | val_loss: 0.0311394 | Time: 1254.96 ms
[2021-11-04 19:50:02 main:574] : INFO : Epoch 1997 | loss: 0.0311222 | val_loss: 0.03114 | Time: 1266.45 ms
[2021-11-04 19:50:04 main:574] : INFO : Epoch 1998 | loss: 0.0311202 | val_loss: 0.0311407 | Time: 1243.65 ms
[2021-11-04 19:50:05 main:574] : INFO : Epoch 1999 | loss: 0.0311187 | val_loss: 0.0311402 | Time: 1305.63 ms
[2021-11-04 19:50:06 main:574] : INFO : Epoch 2000 | loss: 0.0311186 | val_loss: 0.0311407 | Time: 1249.25 ms
[2021-11-04 19:50:08 main:574] : INFO : Epoch 2001 | loss: 0.0311181 | val_loss: 0.0311421 | Time: 1315.2 ms
[2021-11-04 19:50:09 main:574] : INFO : Epoch 2002 | loss: 0.0311163 | val_loss: 0.0311404 | Time: 1291.1 ms
[2021-11-04 19:50:10 main:574] : INFO : Epoch 2003 | loss: 0.0311157 | val_loss: 0.0311399 | Time: 1270.05 ms
[2021-11-04 19:50:11 main:574] : INFO : Epoch 2004 | loss: 0.0311146 | val_loss: 0.0311411 | Time: 1252.76 ms
[2021-11-04 19:50:13 main:574] : INFO : Epoch 2005 | loss: 0.0311153 | val_loss: 0.0311439 | Time: 1236.33 ms
[2021-11-04 19:50:14 main:574] : INFO : Epoch 2006 | loss: 0.0311163 | val_loss: 0.0311422 | Time: 1197.26 ms
[2021-11-04 19:50:15 main:574] : INFO : Epoch 2007 | loss: 0.0311165 | val_loss: 0.031142 | Time: 1210.31 ms
[2021-11-04 19:50:16 main:574] : INFO : Epoch 2008 | loss: 0.0311171 | val_loss: 0.0311407 | Time: 1237.84 ms
[2021-11-04 19:50:18 main:574] : INFO : Epoch 2009 | loss: 0.0311171 | val_loss: 0.031144 | Time: 1246.18 ms
[2021-11-04 19:50:19 main:574] : INFO : Epoch 2010 | loss: 0.0311192 | val_loss: 0.0311432 | Time: 1225.34 ms
[2021-11-04 19:50:20 main:574] : INFO : Epoch 2011 | loss: 0.0311191 | val_loss: 0.0311422 | Time: 1294.16 ms
[2021-11-04 19:50:21 main:574] : INFO : Epoch 2012 | loss: 0.0311195 | val_loss: 0.0311442 | Time: 1181.9 ms
[2021-11-04 19:50:23 main:574] : INFO : Epoch 2013 | loss: 0.0311206 | val_loss: 0.0311442 | Time: 1318.79 ms
[2021-11-04 19:50:24 main:574] : INFO : Epoch 2014 | loss: 0.0311204 | val_loss: 0.0311412 | Time: 1262.48 ms
[2021-11-04 19:50:25 main:574] : INFO : Epoch 2015 | loss: 0.0311212 | val_loss: 0.0311371 | Time: 1192.74 ms
[2021-11-04 19:50:26 main:574] : INFO : Epoch 2016 | loss: 0.0311232 | val_loss: 0.0311366 | Time: 1234.04 ms
[2021-11-04 19:50:28 main:574] : INFO : Epoch 2017 | loss: 0.0311208 | val_loss: 0.0311377 | Time: 1215.23 ms
[2021-11-04 19:50:29 main:574] : INFO : Epoch 2018 | loss: 0.0311237 | val_loss: 0.0311391 | Time: 1218.77 ms
[2021-11-04 19:50:30 main:574] : INFO : Epoch 2019 | loss: 0.0311245 | val_loss: 0.0311429 | Time: 1229.86 ms
[2021-11-04 19:50:31 main:574] : INFO : Epoch 2020 | loss: 0.031124 | val_loss: 0.0311404 | Time: 1197.19 ms
[2021-11-04 19:50:32 main:574] : INFO : Epoch 2021 | loss: 0.0311214 | val_loss: 0.0311406 | Time: 1241.78 ms
[2021-11-04 19:50:34 main:574] : INFO : Epoch 2022 | loss: 0.0311244 | val_loss: 0.0311428 | Time: 1237.51 ms
[2021-11-04 19:50:35 main:574] : INFO : Epoch 2023 | loss: 0.0311265 | val_loss: 0.031138 | Time: 1241.63 ms
[2021-11-04 19:50:36 main:574] : INFO : Epoch 2024 | loss: 0.0311213 | val_loss: 0.0311366 | Time: 1236.93 ms
[2021-11-04 19:50:37 main:574] : INFO : Epoch 2025 | loss: 0.0311204 | val_loss: 0.0311354 | Time: 1181.15 ms
[2021-11-04 19:50:39 main:574] : INFO : Epoch 2026 | loss: 0.0311213 | val_loss: 0.0311383 | Time: 1260.92 ms
[2021-11-04 19:50:40 main:574] : INFO : Epoch 2027 | loss: 0.0311219 | val_loss: 0.0311359 | Time: 1293.09 ms
[2021-11-04 19:50:41 main:574] : INFO : Epoch 2028 | loss: 0.0311197 | val_loss: 0.0311375 | Time: 1249.46 ms
[2021-11-04 19:50:42 main:574] : INFO : Epoch 2029 | loss: 0.0311214 | val_loss: 0.0311398 | Time: 1243.87 ms
[2021-11-04 19:50:44 main:574] : INFO : Epoch 2030 | loss: 0.0311185 | val_loss: 0.0311395 | Time: 1256.05 ms
[2021-11-04 19:50:45 main:574] : INFO : Epoch 2031 | loss: 0.0311162 | val_loss: 0.0311412 | Time: 1287.41 ms
[2021-11-04 19:50:46 main:574] : INFO : Epoch 2032 | loss: 0.0311169 | val_loss: 0.0311387 | Time: 1290.94 ms
[2021-11-04 19:50:47 main:574] : INFO : Epoch 2033 | loss: 0.0311157 | val_loss: 0.0311383 | Time: 1237.47 ms
[2021-11-04 19:50:49 main:574] : INFO : Epoch 2034 | loss: 0.0311176 | val_loss: 0.0311391 | Time: 1270.53 ms
[2021-11-04 19:50:50 main:574] : INFO : Epoch 2035 | loss: 0.031117 | val_loss: 0.0311355 | Time: 1265.68 ms
[2021-11-04 19:50:51 main:574] : INFO : Epoch 2036 | loss: 0.0311162 | val_loss: 0.0311399 | Time: 1236.61 ms
[2021-11-04 19:50:53 main:574] : INFO : Epoch 2037 | loss: 0.0311153 | val_loss: 0.0311402 | Time: 1273.42 ms
[2021-11-04 19:50:54 main:574] : INFO : Epoch 2038 | loss: 0.0311169 | val_loss: 0.0311452 | Time: 1235.29 ms
[2021-11-04 19:50:55 main:574] : INFO : Epoch 2039 | loss: 0.0311184 | val_loss: 0.0311385 | Time: 1279.11 ms
[2021-11-04 19:50:56 main:574] : INFO : Epoch 2040 | loss: 0.0311153 | val_loss: 0.031138 | Time: 1283.04 ms
[2021-11-04 19:50:58 main:574] : INFO : Epoch 2041 | loss: 0.0311149 | val_loss: 0.0311427 | Time: 1265.02 ms
[2021-11-04 19:50:59 main:574] : INFO : Epoch 2042 | loss: 0.0311163 | val_loss: 0.0311348 | Time: 1227.95 ms
[2021-11-04 19:51:00 main:574] : INFO : Epoch 2043 | loss: 0.0311216 | val_loss: 0.0311398 | Time: 1270.14 ms
[2021-11-04 19:51:01 main:574] : INFO : Epoch 2044 | loss: 0.0311268 | val_loss: 0.0311439 | Time: 1205.53 ms
[2021-11-04 19:51:03 main:574] : INFO : Epoch 2045 | loss: 0.0311236 | val_loss: 0.0311388 | Time: 1244.62 ms
[2021-11-04 19:51:04 main:574] : INFO : Epoch 2046 | loss: 0.0311201 | val_loss: 0.0311409 | Time: 1241.51 ms
[2021-11-04 19:51:05 main:574] : INFO : Epoch 2047 | loss: 0.031117 | val_loss: 0.0311386 | Time: 1197.48 ms
[2021-11-04 19:51:06 main:574] : INFO : Epoch 2048 | loss: 0.0311161 | val_loss: 0.0311392 | Time: 1161.22 ms
[2021-11-04 19:51:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311392
[2021-11-04 19:51:06 main:603] : INFO : Saving end state to config to file
[2021-11-04 19:51:06 main:608] : INFO : Success, exiting..
19:51:06 (4472): 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)