Task 9248998
| Name | ParityModified-1636227818-630-3-0_0 |
| Workunit | 6680896 |
| Created | 28 Nov 2021, 23:32:38 UTC |
| Sent | 4 Dec 2021, 13:52:58 UTC |
| Report deadline | 12 Dec 2021, 13:52:58 UTC |
| Received | 5 Dec 2021, 12:44:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 2 hours 11 min 14 sec |
| CPU time | 2 hours 10 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.89 GB |
| Peak swap size | 4.69 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 1674 | loss: 0.031185 | val_loss: 0.0311938 | Time: 1362.14 ms [2021-12-04 18:41:21 main:574] : INFO : Epoch 1675 | loss: 0.0311843 | val_loss: 0.0311968 | Time: 1353.24 ms [2021-12-04 18:41:22 main:574] : INFO : Epoch 1676 | loss: 0.0311847 | val_loss: 0.0311981 | Time: 1355.85 ms [2021-12-04 18:41:24 main:574] : INFO : Epoch 1677 | loss: 0.0311866 | val_loss: 0.0311975 | Time: 1337.28 ms [2021-12-04 18:41:25 main:574] : INFO : Epoch 1678 | loss: 0.0311851 | val_loss: 0.0311947 | Time: 1345.77 ms [2021-12-04 18:41:27 main:574] : INFO : Epoch 1679 | loss: 0.0311842 | val_loss: 0.0311971 | Time: 1355.7 ms [2021-12-04 18:41:28 main:574] : INFO : Epoch 1680 | loss: 0.0311857 | val_loss: 0.0311953 | Time: 1368.98 ms [2021-12-04 18:41:29 main:574] : INFO : Epoch 1681 | loss: 0.0311848 | val_loss: 0.0311973 | Time: 1363.45 ms [2021-12-04 18:41:31 main:574] : INFO : Epoch 1682 | loss: 0.0311854 | val_loss: 0.0311946 | Time: 1359.64 ms [2021-12-04 18:41:32 main:574] : INFO : Epoch 1683 | loss: 0.0311863 | val_loss: 0.0312012 | Time: 1364.85 ms [2021-12-04 18:41:33 main:574] : INFO : Epoch 1684 | loss: 0.0311892 | val_loss: 0.0311999 | Time: 1399.84 ms [2021-12-04 18:41:35 main:574] : INFO : Epoch 1685 | loss: 0.0311849 | val_loss: 0.0311955 | Time: 1354.1 ms [2021-12-04 18:41:36 main:574] : INFO : Epoch 1686 | loss: 0.0311832 | val_loss: 0.0311964 | Time: 1388.52 ms [2021-12-04 18:41:38 main:574] : INFO : Epoch 1687 | loss: 0.0311847 | val_loss: 0.031195 | Time: 1402.16 ms [2021-12-04 18:41:39 main:574] : INFO : Epoch 1688 | loss: 0.0311834 | val_loss: 0.0311945 | Time: 1353.43 ms [2021-12-04 18:41:40 main:574] : INFO : Epoch 1689 | loss: 0.0311817 | val_loss: 0.0311931 | Time: 1339.23 ms [2021-12-04 18:41:42 main:574] : INFO : Epoch 1690 | loss: 0.031182 | val_loss: 0.0311947 | Time: 1385.35 ms [2021-12-04 18:41:43 main:574] : INFO : Epoch 1691 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 1339.43 ms [2021-12-04 18:41:44 main:574] : INFO : Epoch 1692 | loss: 0.0311865 | val_loss: 0.0311973 | Time: 1362.03 ms [2021-12-04 18:41:46 main:574] : INFO : Epoch 1693 | loss: 0.0311928 | val_loss: 0.0311975 | Time: 1368.15 ms [2021-12-04 18:41:47 main:574] : INFO : Epoch 1694 | loss: 0.0311879 | val_loss: 0.0311945 | Time: 1360.38 ms [2021-12-04 18:41:49 main:574] : INFO : Epoch 1695 | loss: 0.0311904 | val_loss: 0.0311988 | Time: 1370.82 ms [2021-12-04 18:41:50 main:574] : INFO : Epoch 1696 | loss: 0.0311906 | val_loss: 0.0311988 | Time: 1345.24 ms [2021-12-04 18:41:51 main:574] : INFO : Epoch 1697 | loss: 0.0311901 | val_loss: 0.0311965 | Time: 1352.87 ms [2021-12-04 18:41:53 main:574] : INFO : Epoch 1698 | loss: 0.0311868 | val_loss: 0.0311943 | Time: 1380.37 ms [2021-12-04 18:41:54 main:574] : INFO : Epoch 1699 | loss: 0.0311873 | val_loss: 0.0311975 | Time: 1347.21 ms [2021-12-04 18:41:55 main:574] : INFO : Epoch 1700 | loss: 0.031186 | val_loss: 0.0311932 | Time: 1354.34 ms [2021-12-04 18:41:57 main:574] : INFO : Epoch 1701 | loss: 0.0311851 | val_loss: 0.0311935 | Time: 1329.17 ms [2021-12-04 18:41:58 main:574] : INFO : Epoch 1702 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 1376.79 ms [2021-12-04 18:41:59 main:574] : INFO : Epoch 1703 | loss: 0.0311841 | val_loss: 0.0311935 | Time: 1379.6 ms [2021-12-04 18:42:01 main:574] : INFO : Epoch 1704 | loss: 0.0311852 | val_loss: 0.0311921 | Time: 1375.73 ms [2021-12-04 18:42:02 main:574] : INFO : Epoch 1705 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 1353.27 ms [2021-12-04 18:42:04 main:574] : INFO : Epoch 1706 | loss: 0.0311826 | val_loss: 0.031194 | Time: 1364.22 ms [2021-12-04 18:42:05 main:574] : INFO : Epoch 1707 | loss: 0.0311841 | val_loss: 0.0311944 | Time: 1332.53 ms [2021-12-04 18:42:06 main:574] : INFO : Epoch 1708 | loss: 0.0311825 | val_loss: 0.0311919 | Time: 1370.96 ms [2021-12-04 18:42:08 main:574] : INFO : Epoch 1709 | loss: 0.0311836 | val_loss: 0.0311978 | Time: 1401.82 ms [2021-12-04 18:42:09 main:574] : INFO : Epoch 1710 | loss: 0.0311836 | val_loss: 0.0311937 | Time: 1344.76 ms [2021-12-04 18:42:10 main:574] : INFO : Epoch 1711 | loss: 0.0311847 | val_loss: 0.0311954 | Time: 1363.77 ms [2021-12-04 18:42:12 main:574] : INFO : Epoch 1712 | loss: 0.0311841 | val_loss: 0.0311949 | Time: 1339.38 ms [2021-12-04 18:42:13 main:574] : INFO : Epoch 1713 | loss: 0.0311845 | val_loss: 0.0311943 | Time: 1356.49 ms [2021-12-04 18:42:14 main:574] : INFO : Epoch 1714 | loss: 0.0311866 | val_loss: 0.0311981 | Time: 1378.5 ms [2021-12-04 18:42:16 main:574] : INFO : Epoch 1715 | loss: 0.031188 | val_loss: 0.0311954 | Time: 1330.92 ms [2021-12-04 18:42:17 main:574] : INFO : Epoch 1716 | loss: 0.031185 | val_loss: 0.0311916 | Time: 1359.77 ms [2021-12-04 18:42:19 main:574] : INFO : Epoch 1717 | loss: 0.0311847 | val_loss: 0.0311942 | Time: 1342.36 ms [2021-12-04 18:42:20 main:574] : INFO : Epoch 1718 | loss: 0.0311838 | val_loss: 0.0311926 | Time: 1352.25 ms [2021-12-04 18:42:21 main:574] : INFO : Epoch 1719 | loss: 0.0311833 | val_loss: 0.0311931 | Time: 1339.22 ms [2021-12-04 18:42:23 main:574] : INFO : Epoch 1720 | loss: 0.0311838 | val_loss: 0.031194 | Time: 1352.76 ms [2021-12-04 18:42:24 main:574] : INFO : Epoch 1721 | loss: 0.031182 | val_loss: 0.0311925 | Time: 1336.05 ms [2021-12-04 18:42:25 main:574] : INFO : Epoch 1722 | loss: 0.0311835 | val_loss: 0.0311933 | Time: 1341.01 ms [2021-12-04 18:42:27 main:574] : INFO : Epoch 1723 | loss: 0.0311816 | val_loss: 0.0311915 | Time: 1382.49 ms [2021-12-04 18:42:28 main:574] : INFO : Epoch 1724 | loss: 0.0311821 | val_loss: 0.0311909 | Time: 1361.61 ms [2021-12-04 18:42:29 main:574] : INFO : Epoch 1725 | loss: 0.0311824 | val_loss: 0.0311929 | Time: 1387.61 ms [2021-12-04 18:42:31 main:574] : INFO : Epoch 1726 | loss: 0.0311828 | val_loss: 0.0311914 | Time: 1372.28 ms [2021-12-04 18:42:32 main:574] : INFO : Epoch 1727 | loss: 0.0311865 | val_loss: 0.0311973 | Time: 1339.16 ms [2021-12-04 18:42:34 main:574] : INFO : Epoch 1728 | loss: 0.0311817 | val_loss: 0.0311912 | Time: 1385.94 ms [2021-12-04 18:42:35 main:574] : INFO : Epoch 1729 | loss: 0.0311826 | val_loss: 0.0311904 | Time: 1421.01 ms [2021-12-04 18:42:36 main:574] : INFO : Epoch 1730 | loss: 0.0311817 | val_loss: 0.0311918 | Time: 1395.38 ms [2021-12-04 18:42:38 main:574] : INFO : Epoch 1731 | loss: 0.0311814 | val_loss: 0.0311921 | Time: 1348.59 ms [2021-12-04 18:42:39 main:574] : INFO : Epoch 1732 | loss: 0.0311829 | val_loss: 0.0311911 | Time: 1361.34 ms [2021-12-04 18:42:40 main:574] : INFO : Epoch 1733 | loss: 0.0311828 | val_loss: 0.031194 | Time: 1351.69 ms [2021-12-04 18:42:42 main:574] : INFO : Epoch 1734 | loss: 0.0311808 | val_loss: 0.0311903 | Time: 1338.69 ms [2021-12-04 18:42:43 main:574] : INFO : Epoch 1735 | loss: 0.0311801 | val_loss: 0.0311919 | Time: 1331.49 ms [2021-12-04 18:42:45 main:574] : INFO : Epoch 1736 | loss: 0.0311807 | val_loss: 0.0311925 | Time: 1344.97 ms [2021-12-04 18:42:46 main:574] : INFO : Epoch 1737 | loss: 0.0311814 | val_loss: 0.0311909 | Time: 1341.26 ms [2021-12-04 18:42:47 main:574] : INFO : Epoch 1738 | loss: 0.0311821 | val_loss: 0.0311899 | Time: 1355.94 ms [2021-12-04 18:42:49 main:574] : INFO : Epoch 1739 | loss: 0.0311826 | val_loss: 0.0311932 | Time: 1378.17 ms [2021-12-04 18:42:50 main:574] : INFO : Epoch 1740 | loss: 0.031183 | val_loss: 0.0311933 | Time: 1343.68 ms [2021-12-04 18:42:51 main:574] : INFO : Epoch 1741 | loss: 0.0311868 | val_loss: 0.0311936 | Time: 1360.97 ms [2021-12-04 18:42:53 main:574] : INFO : Epoch 1742 | loss: 0.0311858 | val_loss: 0.0311947 | Time: 1387.69 ms [2021-12-04 18:42:54 main:574] : INFO : Epoch 1743 | loss: 0.0311848 | val_loss: 0.0311966 | Time: 1353.41 ms [2021-12-04 18:42:55 main:574] : INFO : Epoch 1744 | loss: 0.0311878 | val_loss: 0.0311913 | Time: 1364.8 ms [2021-12-04 18:42:57 main:574] : INFO : Epoch 1745 | loss: 0.031185 | val_loss: 0.0311892 | Time: 1365.91 ms [2021-12-04 18:42:58 main:574] : INFO : Epoch 1746 | loss: 0.0311832 | val_loss: 0.0311885 | Time: 1355.17 ms [2021-12-04 18:43:00 main:574] : INFO : Epoch 1747 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 1372.77 ms [2021-12-04 18:43:01 main:574] : INFO : Epoch 1748 | loss: 0.0311838 | val_loss: 0.0311911 | Time: 1374.93 ms [2021-12-04 18:43:02 main:574] : INFO : Epoch 1749 | loss: 0.0311874 | val_loss: 0.0311922 | Time: 1382.48 ms [2021-12-04 18:43:04 main:574] : INFO : Epoch 1750 | loss: 0.0311863 | val_loss: 0.031194 | Time: 1348.27 ms [2021-12-04 18:43:05 main:574] : INFO : Epoch 1751 | loss: 0.031187 | val_loss: 0.0311929 | Time: 1349.71 ms [2021-12-04 18:43:06 main:574] : INFO : Epoch 1752 | loss: 0.0311867 | val_loss: 0.031193 | Time: 1360.33 ms [2021-12-04 18:43:08 main:574] : INFO : Epoch 1753 | loss: 0.0311858 | val_loss: 0.0311896 | Time: 1353.23 ms [2021-12-04 18:43:09 main:574] : INFO : Epoch 1754 | loss: 0.0311868 | val_loss: 0.0311901 | Time: 1365.67 ms [2021-12-04 18:43:11 main:574] : INFO : Epoch 1755 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 1382.92 ms [2021-12-04 18:43:12 main:574] : INFO : Epoch 1756 | loss: 0.0311839 | val_loss: 0.0311894 | Time: 1387.15 ms [2021-12-04 18:43:13 main:574] : INFO : Epoch 1757 | loss: 0.0311869 | val_loss: 0.0312031 | Time: 1368.37 ms [2021-12-04 18:43:15 main:574] : INFO : Epoch 1758 | loss: 0.0311943 | val_loss: 0.0311996 | Time: 1350.45 ms [2021-12-04 18:43:16 main:574] : INFO : Epoch 1759 | loss: 0.0311868 | val_loss: 0.0311947 | Time: 1328.93 ms [2021-12-04 18:43:17 main:574] : INFO : Epoch 1760 | loss: 0.0311837 | val_loss: 0.0311917 | Time: 1357.63 ms [2021-12-04 18:43:19 main:574] : INFO : Epoch 1761 | loss: 0.0311834 | val_loss: 0.0311967 | Time: 1377.84 ms [2021-12-04 18:43:20 main:574] : INFO : Epoch 1762 | loss: 0.031182 | val_loss: 0.031189 | Time: 1340.68 ms [2021-12-04 18:43:21 main:574] : INFO : Epoch 1763 | loss: 0.0311804 | val_loss: 0.0311922 | Time: 1371.87 ms [2021-12-04 18:43:23 main:574] : INFO : Epoch 1764 | loss: 0.031181 | val_loss: 0.0311884 | Time: 1317.91 ms [2021-12-04 18:43:24 main:574] : INFO : Epoch 1765 | loss: 0.0311814 | val_loss: 0.0311894 | Time: 1364.18 ms [2021-12-04 18:43:25 main:574] : INFO : Epoch 1766 | loss: 0.0311804 | val_loss: 0.0311892 | Time: 1336.01 ms [2021-12-04 18:43:27 main:574] : INFO : Epoch 1767 | loss: 0.031183 | val_loss: 0.0311887 | Time: 1345.46 ms [2021-12-04 18:43:28 main:574] : INFO : Epoch 1768 | loss: 0.0311822 | val_loss: 0.0311895 | Time: 1418.63 ms [2021-12-04 18:43:30 main:574] : INFO : Epoch 1769 | loss: 0.0311815 | val_loss: 0.0311923 | Time: 1352.59 ms [2021-12-04 18:43:31 main:574] : INFO : Epoch 1770 | loss: 0.0311813 | val_loss: 0.0311898 | Time: 1393.47 ms [2021-12-04 18:43:32 main:574] : INFO : Epoch 1771 | loss: 0.0311808 | val_loss: 0.0311903 | Time: 1366.37 ms [2021-12-04 18:43:34 main:574] : INFO : Epoch 1772 | loss: 0.0311802 | val_loss: 0.0311893 | Time: 1351.62 ms [2021-12-04 18:43:35 main:574] : INFO : Epoch 1773 | loss: 0.0311811 | val_loss: 0.0311914 | Time: 1376.15 ms [2021-12-04 18:43:37 main:574] : INFO : Epoch 1774 | loss: 0.0311802 | val_loss: 0.03119 | Time: 1359.26 ms [2021-12-04 18:43:38 main:574] : INFO : Epoch 1775 | loss: 0.0311806 | val_loss: 0.0311928 | Time: 1343.78 ms [2021-12-04 18:43:39 main:574] : INFO : Epoch 1776 | loss: 0.0311805 | val_loss: 0.0311887 | Time: 1351.98 ms [2021-12-04 18:43:41 main:574] : INFO : Epoch 1777 | loss: 0.0311789 | val_loss: 0.0311925 | Time: 1341.02 ms [2021-12-04 18:43:42 main:574] : INFO : Epoch 1778 | loss: 0.031179 | val_loss: 0.0311918 | Time: 1391.37 ms [2021-12-04 18:43:43 main:574] : INFO : Epoch 1779 | loss: 0.0311781 | val_loss: 0.031189 | Time: 1364.35 ms [2021-12-04 18:43:45 main:574] : INFO : Epoch 1780 | loss: 0.0311788 | val_loss: 0.0311901 | Time: 1357.22 ms [2021-12-04 18:43:46 main:574] : INFO : Epoch 1781 | loss: 0.0311797 | val_loss: 0.0311886 | Time: 1368.5 ms [2021-12-04 18:43:47 main:574] : INFO : Epoch 1782 | loss: 0.0311804 | val_loss: 0.0311907 | Time: 1360.15 ms [2021-12-04 18:43:49 main:574] : INFO : Epoch 1783 | loss: 0.0311811 | val_loss: 0.0311889 | Time: 1341.9 ms [2021-12-04 18:43:50 main:574] : INFO : Epoch 1784 | loss: 0.0311786 | val_loss: 0.031189 | Time: 1350.66 ms [2021-12-04 18:43:51 main:574] : INFO : Epoch 1785 | loss: 0.0311836 | val_loss: 0.0311905 | Time: 1341.76 ms [2021-12-04 18:43:53 main:574] : INFO : Epoch 1786 | loss: 0.031183 | val_loss: 0.0311962 | Time: 1348.8 ms [2021-12-04 18:43:54 main:574] : INFO : Epoch 1787 | loss: 0.0311823 | val_loss: 0.0311881 | Time: 1348.41 ms [2021-12-04 18:43:56 main:574] : INFO : Epoch 1788 | loss: 0.0311825 | val_loss: 0.0311885 | Time: 1369.05 ms [2021-12-04 18:43:57 main:574] : INFO : Epoch 1789 | loss: 0.0311827 | val_loss: 0.0311881 | Time: 1382.67 ms [2021-12-04 18:43:58 main:574] : INFO : Epoch 1790 | loss: 0.0311806 | val_loss: 0.0311923 | Time: 1365.08 ms [2021-12-04 18:44:00 main:574] : INFO : Epoch 1791 | loss: 0.0311819 | val_loss: 0.0311904 | Time: 1406.15 ms [2021-12-04 18:44:01 main:574] : INFO : Epoch 1792 | loss: 0.0311798 | val_loss: 0.0311885 | Time: 1371.12 ms [2021-12-04 18:44:02 main:574] : INFO : Epoch 1793 | loss: 0.0311808 | val_loss: 0.0311893 | Time: 1359.03 ms [2021-12-04 18:44:04 main:574] : INFO : Epoch 1794 | loss: 0.0311813 | val_loss: 0.0311909 | Time: 1332.27 ms [2021-12-04 18:44:05 main:574] : INFO : Epoch 1795 | loss: 0.03118 | val_loss: 0.031189 | Time: 1386.43 ms [2021-12-04 18:44:07 main:574] : INFO : Epoch 1796 | loss: 0.0311799 | val_loss: 0.0311906 | Time: 1342.59 ms [2021-12-04 18:44:08 main:574] : INFO : Epoch 1797 | loss: 0.0311802 | val_loss: 0.0311881 | Time: 1377.3 ms [2021-12-04 18:44:09 main:574] : INFO : Epoch 1798 | loss: 0.0311793 | val_loss: 0.0311884 | Time: 1342.32 ms [2021-12-04 18:44:11 main:574] : INFO : Epoch 1799 | loss: 0.0311786 | val_loss: 0.0311876 | Time: 1338.22 ms [2021-12-04 18:44:12 main:574] : INFO : Epoch 1800 | loss: 0.0311804 | val_loss: 0.0311892 | Time: 1369.2 ms [2021-12-04 18:44:13 main:574] : INFO : Epoch 1801 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 1340.53 ms [2021-12-04 18:44:15 main:574] : INFO : Epoch 1802 | loss: 0.0311833 | val_loss: 0.0311875 | Time: 1356.82 ms [2021-12-04 18:44:16 main:574] : INFO : Epoch 1803 | loss: 0.031181 | val_loss: 0.0311886 | Time: 1347.09 ms [2021-12-04 18:44:17 main:574] : INFO : Epoch 1804 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 1354.63 ms [2021-12-04 18:44:19 main:574] : INFO : Epoch 1805 | loss: 0.031184 | val_loss: 0.0311908 | Time: 1440.67 ms [2021-12-04 18:44:20 main:574] : INFO : Epoch 1806 | loss: 0.0311838 | val_loss: 0.0311883 | Time: 1341.84 ms [2021-12-04 18:44:22 main:574] : INFO : Epoch 1807 | loss: 0.0311813 | val_loss: 0.0311888 | Time: 1369.2 ms [2021-12-04 18:44:23 main:574] : INFO : Epoch 1808 | loss: 0.0311808 | val_loss: 0.0311887 | Time: 1373.57 ms [2021-12-04 18:44:24 main:574] : INFO : Epoch 1809 | loss: 0.0311826 | val_loss: 0.0311975 | Time: 1328.74 ms [2021-12-04 18:44:26 main:574] : INFO : Epoch 1810 | loss: 0.0311826 | val_loss: 0.0311883 | Time: 1362.87 ms [2021-12-04 18:44:27 main:574] : INFO : Epoch 1811 | loss: 0.0311815 | val_loss: 0.0311892 | Time: 1329.82 ms [2021-12-04 18:44:28 main:574] : INFO : Epoch 1812 | loss: 0.0311823 | val_loss: 0.0311916 | Time: 1318.23 ms [2021-12-04 18:44:29 main:574] : INFO : Epoch 1813 | loss: 0.0311812 | val_loss: 0.0311895 | Time: 1041.6 ms [2021-12-04 18:44:30 main:574] : INFO : Epoch 1814 | loss: 0.0311846 | val_loss: 0.0311898 | Time: 1064.62 ms [2021-12-04 18:44:32 main:574] : INFO : Epoch 1815 | loss: 0.0311819 | val_loss: 0.0311907 | Time: 1036.15 ms [2021-12-04 18:44:33 main:574] : INFO : Epoch 1816 | loss: 0.0311817 | val_loss: 0.0311878 | Time: 1030.78 ms [2021-12-04 18:44:34 main:574] : INFO : Epoch 1817 | loss: 0.0311821 | val_loss: 0.031188 | Time: 1040.5 ms [2021-12-04 18:44:35 main:574] : INFO : Epoch 1818 | loss: 0.0311802 | val_loss: 0.031188 | Time: 1031.45 ms [2021-12-04 18:44:36 main:574] : INFO : Epoch 1819 | loss: 0.0311816 | val_loss: 0.0311919 | Time: 1045.71 ms [2021-12-04 18:44:37 main:574] : INFO : Epoch 1820 | loss: 0.0311829 | val_loss: 0.0311901 | Time: 1041.32 ms [2021-12-04 18:44:38 main:574] : INFO : Epoch 1821 | loss: 0.0311801 | val_loss: 0.0311902 | Time: 1071.03 ms [2021-12-04 18:44:39 main:574] : INFO : Epoch 1822 | loss: 0.0311794 | val_loss: 0.0311899 | Time: 1040.66 ms [2021-12-04 18:44:40 main:574] : INFO : Epoch 1823 | loss: 0.0311782 | val_loss: 0.031188 | Time: 1037.52 ms [2021-12-04 18:44:41 main:574] : INFO : Epoch 1824 | loss: 0.0311782 | val_loss: 0.0311897 | Time: 1033.74 ms [2021-12-04 18:44:42 main:574] : INFO : Epoch 1825 | loss: 0.0311807 | val_loss: 0.0311971 | Time: 1047.87 ms [2021-12-04 18:44:43 main:574] : INFO : Epoch 1826 | loss: 0.0311806 | val_loss: 0.0311887 | Time: 1083.6 ms [2021-12-04 18:44:44 main:574] : INFO : Epoch 1827 | loss: 0.0311789 | val_loss: 0.0311903 | Time: 1044.07 ms [2021-12-04 18:44:45 main:574] : INFO : Epoch 1828 | loss: 0.0311802 | val_loss: 0.0311903 | Time: 1258.72 ms [2021-12-04 18:44:47 main:574] : INFO : Epoch 1829 | loss: 0.0311794 | val_loss: 0.0311903 | Time: 1340.76 ms [2021-12-04 18:44:48 main:574] : INFO : Epoch 1830 | loss: 0.031179 | val_loss: 0.0311892 | Time: 1371.68 ms [2021-12-04 18:44:49 main:574] : INFO : Epoch 1831 | loss: 0.0311784 | val_loss: 0.0311926 | Time: 1373.46 ms [2021-12-04 18:44:51 main:574] : INFO : Epoch 1832 | loss: 0.0311803 | val_loss: 0.0311913 | Time: 1332.1 ms [2021-12-04 18:44:52 main:574] : INFO : Epoch 1833 | loss: 0.0311796 | val_loss: 0.0311907 | Time: 1376.02 ms [2021-12-04 18:44:54 main:574] : INFO : Epoch 1834 | loss: 0.031179 | val_loss: 0.0311892 | Time: 1347.91 ms [2021-12-04 18:44:55 main:574] : INFO : Epoch 1835 | loss: 0.0311775 | val_loss: 0.0311892 | Time: 1342.29 ms [2021-12-04 18:44:56 main:574] : INFO : Epoch 1836 | loss: 0.0311804 | val_loss: 0.0311911 | Time: 1340.78 ms [2021-12-04 18:44:58 main:574] : INFO : Epoch 1837 | loss: 0.0311859 | val_loss: 0.0311946 | Time: 1343.97 ms [2021-12-04 18:44:59 main:574] : INFO : Epoch 1838 | loss: 0.0311894 | val_loss: 0.0311924 | Time: 1368.66 ms [2021-12-04 18:45:00 main:574] : INFO : Epoch 1839 | loss: 0.0311957 | val_loss: 0.0312047 | Time: 1329.36 ms [2021-12-04 18:45:02 main:574] : INFO : Epoch 1840 | loss: 0.031205 | val_loss: 0.031206 | Time: 1380.3 ms [2021-12-04 18:45:03 main:574] : INFO : Epoch 1841 | loss: 0.0312055 | val_loss: 0.0312082 | Time: 1365.8 ms [2021-12-04 18:45:04 main:574] : INFO : Epoch 1842 | loss: 0.0312032 | val_loss: 0.0312064 | Time: 1329.71 ms [2021-12-04 18:45:06 main:574] : INFO : Epoch 1843 | loss: 0.0312027 | val_loss: 0.031204 | Time: 1336.93 ms [2021-12-04 18:45:07 main:574] : INFO : Epoch 1844 | loss: 0.0312001 | val_loss: 0.0312059 | Time: 1347.48 ms [2021-12-04 18:45:09 main:574] : INFO : Epoch 1845 | loss: 0.0311993 | val_loss: 0.0312038 | Time: 1395.51 ms [2021-12-04 18:45:10 main:574] : INFO : Epoch 1846 | loss: 0.0311986 | val_loss: 0.0312021 | Time: 1365.01 ms [2021-12-04 18:45:11 main:574] : INFO : Epoch 1847 | loss: 0.0311982 | val_loss: 0.0312012 | Time: 1341.18 ms [2021-12-04 18:45:13 main:574] : INFO : Epoch 1848 | loss: 0.0311964 | val_loss: 0.0312015 | Time: 1340.41 ms [2021-12-04 18:45:14 main:574] : INFO : Epoch 1849 | loss: 0.0311959 | val_loss: 0.0312001 | Time: 1353.14 ms [2021-12-04 18:45:15 main:574] : INFO : Epoch 1850 | loss: 0.0311949 | val_loss: 0.0311988 | Time: 1375.07 ms [2021-12-04 18:45:17 main:574] : INFO : Epoch 1851 | loss: 0.031196 | val_loss: 0.0312024 | Time: 1327.4 ms [2021-12-04 18:45:18 main:574] : INFO : Epoch 1852 | loss: 0.0311991 | val_loss: 0.0311989 | Time: 1350.23 ms [2021-12-04 18:45:19 main:574] : INFO : Epoch 1853 | loss: 0.0311975 | val_loss: 0.0311972 | Time: 1406.22 ms [2021-12-04 18:45:21 main:574] : INFO : Epoch 1854 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 1363.87 ms [2021-12-04 18:45:22 main:574] : INFO : Epoch 1855 | loss: 0.0311941 | val_loss: 0.031199 | Time: 1384.36 ms [2021-12-04 18:45:24 main:574] : INFO : Epoch 1856 | loss: 0.0311925 | val_loss: 0.0311969 | Time: 1404.25 ms [2021-12-04 18:45:25 main:574] : INFO : Epoch 1857 | loss: 0.0311921 | val_loss: 0.0311975 | Time: 1371.76 ms [2021-12-04 18:45:26 main:574] : INFO : Epoch 1858 | loss: 0.0311968 | val_loss: 0.0312015 | Time: 1337.47 ms [2021-12-04 18:45:28 main:574] : INFO : Epoch 1859 | loss: 0.031196 | val_loss: 0.0311971 | Time: 1361.83 ms [2021-12-04 18:45:29 main:574] : INFO : Epoch 1860 | loss: 0.0311924 | val_loss: 0.0311967 | Time: 1338.81 ms [2021-12-04 18:45:30 main:574] : INFO : Epoch 1861 | loss: 0.0311917 | val_loss: 0.031197 | Time: 1365.11 ms [2021-12-04 18:45:32 main:574] : INFO : Epoch 1862 | loss: 0.0311902 | val_loss: 0.031197 | Time: 1331.64 ms [2021-12-04 18:45:33 main:574] : INFO : Epoch 1863 | loss: 0.0311932 | val_loss: 0.0312016 | Time: 1361.58 ms [2021-12-04 18:45:34 main:574] : INFO : Epoch 1864 | loss: 0.0311942 | val_loss: 0.0312027 | Time: 1354.41 ms [2021-12-04 18:45:36 main:574] : INFO : Epoch 1865 | loss: 0.0311952 | val_loss: 0.031204 | Time: 1341.2 ms [2021-12-04 18:45:37 main:574] : INFO : Epoch 1866 | loss: 0.031195 | val_loss: 0.0311977 | Time: 1400.38 ms [2021-12-04 18:45:39 main:574] : INFO : Epoch 1867 | loss: 0.0311912 | val_loss: 0.031198 | Time: 1390.6 ms [2021-12-04 18:45:40 main:574] : INFO : Epoch 1868 | loss: 0.0311916 | val_loss: 0.0311956 | Time: 1344.9 ms [2021-12-04 18:45:41 main:574] : INFO : Epoch 1869 | loss: 0.0311907 | val_loss: 0.031196 | Time: 1368.79 ms [2021-12-04 18:45:43 main:574] : INFO : Epoch 1870 | loss: 0.0311921 | val_loss: 0.0311961 | Time: 1366.21 ms [2021-12-04 18:45:44 main:574] : INFO : Epoch 1871 | loss: 0.0311899 | val_loss: 0.0311959 | Time: 1364.67 ms [2021-12-04 18:45:45 main:574] : INFO : Epoch 1872 | loss: 0.0311899 | val_loss: 0.0311959 | Time: 1361.74 ms [2021-12-04 18:45:47 main:574] : INFO : Epoch 1873 | loss: 0.0311885 | val_loss: 0.0311945 | Time: 1331.83 ms [2021-12-04 18:45:48 main:574] : INFO : Epoch 1874 | loss: 0.031188 | val_loss: 0.0311968 | Time: 1364.37 ms [2021-12-04 18:45:50 main:574] : INFO : Epoch 1875 | loss: 0.031188 | val_loss: 0.0311943 | Time: 1353.18 ms [2021-12-04 18:45:51 main:574] : INFO : Epoch 1876 | loss: 0.0311872 | val_loss: 0.0311951 | Time: 1363.49 ms [2021-12-04 18:45:52 main:574] : INFO : Epoch 1877 | loss: 0.0311901 | val_loss: 0.0312006 | Time: 1354.84 ms [2021-12-04 18:45:54 main:574] : INFO : Epoch 1878 | loss: 0.0311899 | val_loss: 0.0311963 | Time: 1363.5 ms [2021-12-04 18:45:55 main:574] : INFO : Epoch 1879 | loss: 0.0311885 | val_loss: 0.0311969 | Time: 1375.97 ms [2021-12-04 18:45:56 main:574] : INFO : Epoch 1880 | loss: 0.0311882 | val_loss: 0.0311972 | Time: 1372.96 ms [2021-12-04 18:45:58 main:574] : INFO : Epoch 1881 | loss: 0.0311935 | val_loss: 0.0311993 | Time: 1358.45 ms [2021-12-04 18:45:59 main:574] : INFO : Epoch 1882 | loss: 0.0311969 | val_loss: 0.0312022 | Time: 1373.41 ms [2021-12-04 18:46:01 main:574] : INFO : Epoch 1883 | loss: 0.0311955 | val_loss: 0.031198 | Time: 1362.27 ms [2021-12-04 18:46:02 main:574] : INFO : Epoch 1884 | loss: 0.0311912 | val_loss: 0.0311961 | Time: 1334.82 ms [2021-12-04 18:46:03 main:574] : INFO : Epoch 1885 | loss: 0.0311901 | val_loss: 0.0311983 | Time: 1388.99 ms [2021-12-04 18:46:05 main:574] : INFO : Epoch 1886 | loss: 0.031192 | val_loss: 0.0312013 | Time: 1352.61 ms [2021-12-04 18:46:06 main:574] : INFO : Epoch 1887 | loss: 0.0311959 | val_loss: 0.0312 | Time: 1361.86 ms [2021-12-04 18:46:07 main:574] : INFO : Epoch 1888 | loss: 0.0311958 | val_loss: 0.031201 | Time: 1370.16 ms [2021-12-04 18:46:09 main:574] : INFO : Epoch 1889 | loss: 0.0311965 | val_loss: 0.0311988 | Time: 1363.86 ms [2021-12-04 18:46:10 main:574] : INFO : Epoch 1890 | loss: 0.0311929 | val_loss: 0.0311971 | Time: 1346.06 ms [2021-12-04 18:46:11 main:574] : INFO : Epoch 1891 | loss: 0.031193 | val_loss: 0.031201 | Time: 1390.22 ms [2021-12-04 18:46:13 main:574] : INFO : Epoch 1892 | loss: 0.0311921 | val_loss: 0.0311988 | Time: 1342.07 ms [2021-12-04 18:46:14 main:574] : INFO : Epoch 1893 | loss: 0.0311947 | val_loss: 0.0311988 | Time: 1357.81 ms [2021-12-04 18:46:16 main:574] : INFO : Epoch 1894 | loss: 0.0311945 | val_loss: 0.0311971 | Time: 1366.89 ms [2021-12-04 18:46:17 main:574] : INFO : Epoch 1895 | loss: 0.0311929 | val_loss: 0.0311992 | Time: 1367.93 ms [2021-12-04 18:46:18 main:574] : INFO : Epoch 1896 | loss: 0.0311985 | val_loss: 0.0312054 | Time: 1358.48 ms [2021-12-04 18:46:20 main:574] : INFO : Epoch 1897 | loss: 0.0312045 | val_loss: 0.0312042 | Time: 1345.92 ms [2021-12-04 18:46:21 main:574] : INFO : Epoch 1898 | loss: 0.031201 | val_loss: 0.031206 | Time: 1351.3 ms [2021-12-04 18:46:22 main:574] : INFO : Epoch 1899 | loss: 0.031201 | val_loss: 0.0312055 | Time: 1361.1 ms [2021-12-04 18:46:24 main:574] : INFO : Epoch 1900 | loss: 0.0312019 | val_loss: 0.0312053 | Time: 1345.78 ms [2021-12-04 18:46:25 main:574] : INFO : Epoch 1901 | loss: 0.0312001 | val_loss: 0.0312036 | Time: 1358.64 ms [2021-12-04 18:46:26 main:574] : INFO : Epoch 1902 | loss: 0.0312012 | val_loss: 0.0312039 | Time: 1352.11 ms [2021-12-04 18:46:28 main:574] : INFO : Epoch 1903 | loss: 0.0311984 | val_loss: 0.0312034 | Time: 1372.36 ms [2021-12-04 18:46:29 main:574] : INFO : Epoch 1904 | loss: 0.031197 | val_loss: 0.0312035 | Time: 1370.16 ms [2021-12-04 18:46:31 main:574] : INFO : Epoch 1905 | loss: 0.0311975 | val_loss: 0.0312029 | Time: 1354.41 ms [2021-12-04 18:46:32 main:574] : INFO : Epoch 1906 | loss: 0.0311971 | val_loss: 0.0312049 | Time: 1361.62 ms [2021-12-04 18:46:33 main:574] : INFO : Epoch 1907 | loss: 0.0311976 | val_loss: 0.0312032 | Time: 1379.65 ms [2021-12-04 18:46:35 main:574] : INFO : Epoch 1908 | loss: 0.0311969 | val_loss: 0.0312016 | Time: 1366.35 ms [2021-12-04 18:46:36 main:574] : INFO : Epoch 1909 | loss: 0.0311978 | val_loss: 0.031203 | Time: 1367.17 ms [2021-12-04 18:46:37 main:574] : INFO : Epoch 1910 | loss: 0.0311979 | val_loss: 0.0312026 | Time: 1333.75 ms [2021-12-04 18:46:39 main:574] : INFO : Epoch 1911 | loss: 0.0311979 | val_loss: 0.0312008 | Time: 1387.54 ms [2021-12-04 18:46:40 main:574] : INFO : Epoch 1912 | loss: 0.0311962 | val_loss: 0.0312048 | Time: 1421.47 ms [2021-12-04 18:46:42 main:574] : INFO : Epoch 1913 | loss: 0.0311958 | val_loss: 0.0312049 | Time: 1403.35 ms [2021-12-04 18:46:43 main:574] : INFO : Epoch 1914 | loss: 0.0311952 | val_loss: 0.0312023 | Time: 1376.66 ms [2021-12-04 18:46:44 main:574] : INFO : Epoch 1915 | loss: 0.0311939 | val_loss: 0.0312061 | Time: 1369.75 ms [2021-12-04 18:46:46 main:574] : INFO : Epoch 1916 | loss: 0.0311948 | val_loss: 0.0312031 | Time: 1394.69 ms [2021-12-04 18:46:47 main:574] : INFO : Epoch 1917 | loss: 0.0311936 | val_loss: 0.0312029 | Time: 1396.87 ms [2021-12-04 18:46:49 main:574] : INFO : Epoch 1918 | loss: 0.0311957 | val_loss: 0.0312034 | Time: 1445.2 ms [2021-12-04 18:46:50 main:574] : INFO : Epoch 1919 | loss: 0.0311948 | val_loss: 0.0312039 | Time: 1400.33 ms [2021-12-04 18:46:51 main:574] : INFO : Epoch 1920 | loss: 0.031194 | val_loss: 0.0312006 | Time: 1407.66 ms [2021-12-04 18:46:53 main:574] : INFO : Epoch 1921 | loss: 0.0311933 | val_loss: 0.0312045 | Time: 1437.83 ms [2021-12-04 18:46:54 main:574] : INFO : Epoch 1922 | loss: 0.0311957 | val_loss: 0.0312071 | Time: 1449.85 ms [2021-12-04 18:46:56 main:574] : INFO : Epoch 1923 | loss: 0.0311941 | val_loss: 0.0312011 | Time: 1438.33 ms [2021-12-04 18:46:57 main:574] : INFO : Epoch 1924 | loss: 0.0311945 | val_loss: 0.0312008 | Time: 1461.67 ms [2021-12-04 18:46:59 main:574] : INFO : Epoch 1925 | loss: 0.0311975 | val_loss: 0.0312046 | Time: 1473.5 ms [2021-12-04 18:47:00 main:574] : INFO : Epoch 1926 | loss: 0.0311967 | val_loss: 0.0312022 | Time: 1455.56 ms [2021-12-04 18:47:02 main:574] : INFO : Epoch 1927 | loss: 0.0311958 | val_loss: 0.0312004 | Time: 1464.34 ms [2021-12-04 18:47:03 main:574] : INFO : Epoch 1928 | loss: 0.031194 | val_loss: 0.0311996 | Time: 1404.44 ms [2021-12-04 18:47:04 main:574] : INFO : Epoch 1929 | loss: 0.0311929 | val_loss: 0.0312036 | Time: 1386.31 ms [2021-12-04 18:47:06 main:574] : INFO : Epoch 1930 | loss: 0.031193 | val_loss: 0.0312035 | Time: 1370.72 ms [2021-12-04 18:47:07 main:574] : INFO : Epoch 1931 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 1371.5 ms [2021-12-04 18:47:09 main:574] : INFO : Epoch 1932 | loss: 0.0311934 | val_loss: 0.0312003 | Time: 1330.65 ms [2021-12-04 18:47:10 main:574] : INFO : Epoch 1933 | loss: 0.0311929 | val_loss: 0.0312021 | Time: 1374.89 ms [2021-12-04 18:47:11 main:574] : INFO : Epoch 1934 | loss: 0.0311929 | val_loss: 0.0312009 | Time: 1341.71 ms [2021-12-04 18:47:13 main:574] : INFO : Epoch 1935 | loss: 0.0311939 | val_loss: 0.0312011 | Time: 1356.25 ms [2021-12-04 18:47:14 main:574] : INFO : Epoch 1936 | loss: 0.0311919 | val_loss: 0.0311992 | Time: 1347.29 ms [2021-12-04 18:47:15 main:574] : INFO : Epoch 1937 | loss: 0.0311914 | val_loss: 0.0312007 | Time: 1347.44 ms [2021-12-04 18:47:17 main:574] : INFO : Epoch 1938 | loss: 0.0311914 | val_loss: 0.0312047 | Time: 1348.76 ms [2021-12-04 18:47:18 main:574] : INFO : Epoch 1939 | loss: 0.0311915 | val_loss: 0.0311995 | Time: 1345.27 ms [2021-12-04 18:47:20 main:574] : INFO : Epoch 1940 | loss: 0.0311934 | val_loss: 0.0312024 | Time: 1409.35 ms [2021-12-04 18:47:21 main:574] : INFO : Epoch 1941 | loss: 0.0311977 | val_loss: 0.0312054 | Time: 1413.46 ms [2021-12-04 18:47:22 main:574] : INFO : Epoch 1942 | loss: 0.0312028 | val_loss: 0.0312014 | Time: 1433.09 ms [2021-12-04 18:47:24 main:574] : INFO : Epoch 1943 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 1411.07 ms [2021-12-04 18:47:25 main:574] : INFO : Epoch 1944 | loss: 0.031196 | val_loss: 0.0312014 | Time: 1392.42 ms [2021-12-04 18:47:27 main:574] : INFO : Epoch 1945 | loss: 0.0311956 | val_loss: 0.0312016 | Time: 1349.87 ms [2021-12-04 18:47:28 main:574] : INFO : Epoch 1946 | loss: 0.0311978 | val_loss: 0.0312029 | Time: 1350.6 ms [2021-12-04 18:47:29 main:574] : INFO : Epoch 1947 | loss: 0.0311979 | val_loss: 0.0312012 | Time: 1357.35 ms [2021-12-04 18:47:31 main:574] : INFO : Epoch 1948 | loss: 0.0311975 | val_loss: 0.0311998 | Time: 1407.3 ms [2021-12-04 18:47:32 main:574] : INFO : Epoch 1949 | loss: 0.0311948 | val_loss: 0.0312012 | Time: 1367.85 ms [2021-12-04 18:47:33 main:574] : INFO : Epoch 1950 | loss: 0.0311946 | val_loss: 0.031202 | Time: 1343.78 ms [2021-12-04 18:47:35 main:574] : INFO : Epoch 1951 | loss: 0.0311934 | val_loss: 0.0312016 | Time: 1386.9 ms [2021-12-04 18:47:36 main:574] : INFO : Epoch 1952 | loss: 0.0311934 | val_loss: 0.0312019 | Time: 1388.69 ms [2021-12-04 18:47:38 main:574] : INFO : Epoch 1953 | loss: 0.0311955 | val_loss: 0.0312025 | Time: 1354.1 ms [2021-12-04 18:47:39 main:574] : INFO : Epoch 1954 | loss: 0.0311932 | val_loss: 0.0312035 | Time: 1368.79 ms [2021-12-04 18:47:40 main:574] : INFO : Epoch 1955 | loss: 0.0311934 | val_loss: 0.0312023 | Time: 1340.12 ms [2021-12-04 18:47:42 main:574] : INFO : Epoch 1956 | loss: 0.0311943 | val_loss: 0.0312008 | Time: 1363.33 ms [2021-12-04 18:47:43 main:574] : INFO : Epoch 1957 | loss: 0.0311946 | val_loss: 0.031202 | Time: 1358.56 ms [2021-12-04 18:47:44 main:574] : INFO : Epoch 1958 | loss: 0.0311937 | val_loss: 0.0312018 | Time: 1334.74 ms [2021-12-04 18:47:46 main:574] : INFO : Epoch 1959 | loss: 0.031193 | val_loss: 0.0312004 | Time: 1356.58 ms [2021-12-04 18:47:47 main:574] : INFO : Epoch 1960 | loss: 0.0311941 | val_loss: 0.0312018 | Time: 1353.67 ms [2021-12-04 18:47:48 main:574] : INFO : Epoch 1961 | loss: 0.0311917 | val_loss: 0.0312023 | Time: 1371.62 ms [2021-12-04 18:47:50 main:574] : INFO : Epoch 1962 | loss: 0.031194 | val_loss: 0.0311975 | Time: 1341.67 ms [2021-12-04 18:47:51 main:574] : INFO : Epoch 1963 | loss: 0.0311918 | val_loss: 0.0311959 | Time: 1347.58 ms [2021-12-04 18:47:53 main:574] : INFO : Epoch 1964 | loss: 0.0311941 | val_loss: 0.0312003 | Time: 1367.78 ms [2021-12-04 18:47:54 main:574] : INFO : Epoch 1965 | loss: 0.0311921 | val_loss: 0.0312008 | Time: 1366.27 ms [2021-12-04 18:47:55 main:574] : INFO : Epoch 1966 | loss: 0.0311933 | val_loss: 0.0312015 | Time: 1367.95 ms [2021-12-04 18:47:57 main:574] : INFO : Epoch 1967 | loss: 0.0311969 | val_loss: 0.0312023 | Time: 1369.41 ms [2021-12-04 18:47:58 main:574] : INFO : Epoch 1968 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 1375.59 ms [2021-12-04 18:47:59 main:574] : INFO : Epoch 1969 | loss: 0.0311969 | val_loss: 0.0312003 | Time: 1372.75 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3070 Ti) [2021-12-04 18:52:22 main:435] : INFO : Set logging level to 1 [2021-12-04 18:52:22 main:441] : INFO : Running in BOINC Client mode [2021-12-04 18:52:22 main:444] : INFO : Resolving all filenames [2021-12-04 18:52:22 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-04 18:52:22 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-04 18:52:22 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-04 18:52:22 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-04 18:52:22 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-04 18:52:22 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-04 18:52:22 main:474] : INFO : Configuration: [2021-12-04 18:52:22 main:475] : INFO : Model type: GRU [2021-12-04 18:52:22 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-04 18:52:22 main:477] : INFO : Max Epochs: 2048 [2021-12-04 18:52:22 main:478] : INFO : Batch Size: 128 [2021-12-04 18:52:22 main:479] : INFO : Learning Rate: 0.01 [2021-12-04 18:52:22 main:480] : INFO : Patience: 10 [2021-12-04 18:52:22 main:481] : INFO : Hidden Width: 12 [2021-12-04 18:52:22 main:482] : INFO : # Recurrent Layers: 4 [2021-12-04 18:52:22 main:483] : INFO : # Backend Layers: 4 [2021-12-04 18:52:22 main:484] : INFO : # Threads: 1 [2021-12-04 18:52:22 main:486] : INFO : Preparing Dataset [2021-12-04 18:52:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-04 18:52:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-04 19:13:53 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-04 19:13:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-04 19:13:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-04 19:13:53 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-04 19:13:53 main:494] : INFO : Creating Model [2021-12-04 19:13:53 main:507] : INFO : Preparing config file [2021-12-04 19:13:53 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-04 19:13:53 main:512] : INFO : Loading config [2021-12-04 19:13:53 main:514] : INFO : Loading state [2021-12-04 19:33:16 main:559] : INFO : Loading DataLoader into Memory [2021-12-04 19:33:16 main:562] : INFO : Starting Training [2021-12-04 19:34:45 main:574] : INFO : Epoch 1863 | loss: 0.0312337 | val_loss: 0.0312001 | Time: 88813.4 ms [2021-12-04 19:34:46 main:574] : INFO : Epoch 1864 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 1342.78 ms [2021-12-04 19:34:48 main:574] : INFO : Epoch 1865 | loss: 0.0311945 | val_loss: 0.0311939 | Time: 1347.8 ms [2021-12-04 19:34:49 main:574] : INFO : Epoch 1866 | loss: 0.0311906 | val_loss: 0.0311912 | Time: 1380.37 ms [2021-12-04 19:34:50 main:574] : INFO : Epoch 1867 | loss: 0.0311906 | val_loss: 0.031193 | Time: 1346.19 ms [2021-12-04 19:34:52 main:574] : INFO : Epoch 1868 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 1348.24 ms [2021-12-04 19:34:53 main:574] : INFO : Epoch 1869 | loss: 0.0311853 | val_loss: 0.0311887 | Time: 1333.75 ms [2021-12-04 19:34:54 main:574] : INFO : Epoch 1870 | loss: 0.0311867 | val_loss: 0.031191 | Time: 1361.54 ms [2021-12-04 19:34:56 main:574] : INFO : Epoch 1871 | loss: 0.0311911 | val_loss: 0.0311914 | Time: 1386.98 ms [2021-12-04 19:34:57 main:574] : INFO : Epoch 1872 | loss: 0.031189 | val_loss: 0.0311936 | Time: 1337.63 ms [2021-12-04 19:34:58 main:574] : INFO : Epoch 1873 | loss: 0.0311895 | val_loss: 0.031189 | Time: 1340.99 ms [2021-12-04 19:35:00 main:574] : INFO : Epoch 1874 | loss: 0.0311871 | val_loss: 0.0311902 | Time: 1349.24 ms [2021-12-04 19:35:01 main:574] : INFO : Epoch 1875 | loss: 0.031187 | val_loss: 0.0311925 | Time: 1383.08 ms [2021-12-04 19:35:03 main:574] : INFO : Epoch 1876 | loss: 0.0311893 | val_loss: 0.0311919 | Time: 1376.99 ms [2021-12-04 19:35:04 main:574] : INFO : Epoch 1877 | loss: 0.0311881 | val_loss: 0.0311923 | Time: 1383.72 ms [2021-12-04 19:35:05 main:574] : INFO : Epoch 1878 | loss: 0.0311863 | val_loss: 0.0311892 | Time: 1367.97 ms [2021-12-04 19:35:07 main:574] : INFO : Epoch 1879 | loss: 0.0311863 | val_loss: 0.0311907 | Time: 1392.2 ms [2021-12-04 19:35:08 main:574] : INFO : Epoch 1880 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 1387.02 ms [2021-12-04 19:35:10 main:574] : INFO : Epoch 1881 | loss: 0.0311852 | val_loss: 0.0311879 | Time: 1377.81 ms [2021-12-04 19:35:11 main:574] : INFO : Epoch 1882 | loss: 0.0311837 | val_loss: 0.031186 | Time: 1368.51 ms [2021-12-04 19:35:12 main:574] : INFO : Epoch 1883 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 1361.51 ms [2021-12-04 19:35:14 main:574] : INFO : Epoch 1884 | loss: 0.0311827 | val_loss: 0.0311898 | Time: 1348.22 ms [2021-12-04 19:35:15 main:574] : INFO : Epoch 1885 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 1357.99 ms [2021-12-04 19:35:16 main:574] : INFO : Epoch 1886 | loss: 0.0311845 | val_loss: 0.031187 | Time: 1334.53 ms [2021-12-04 19:35:18 main:574] : INFO : Epoch 1887 | loss: 0.0311848 | val_loss: 0.0311853 | Time: 1368.12 ms [2021-12-04 19:35:19 main:574] : INFO : Epoch 1888 | loss: 0.0311825 | val_loss: 0.0311908 | Time: 1345.66 ms [2021-12-04 19:35:20 main:574] : INFO : Epoch 1889 | loss: 0.0311827 | val_loss: 0.0311899 | Time: 1345.6 ms [2021-12-04 19:35:22 main:574] : INFO : Epoch 1890 | loss: 0.0311815 | val_loss: 0.031188 | Time: 1344.06 ms [2021-12-04 19:35:23 main:574] : INFO : Epoch 1891 | loss: 0.0311858 | val_loss: 0.0311905 | Time: 1373.95 ms [2021-12-04 19:35:25 main:574] : INFO : Epoch 1892 | loss: 0.0311883 | val_loss: 0.0311967 | Time: 1368.77 ms [2021-12-04 19:35:26 main:574] : INFO : Epoch 1893 | loss: 0.0311956 | val_loss: 0.0311992 | Time: 1365.89 ms [2021-12-04 19:35:27 main:574] : INFO : Epoch 1894 | loss: 0.0312031 | val_loss: 0.0312048 | Time: 1351.23 ms [2021-12-04 19:35:29 main:574] : INFO : Epoch 1895 | loss: 0.0312027 | val_loss: 0.0312001 | Time: 1370.85 ms [2021-12-04 19:35:30 main:574] : INFO : Epoch 1896 | loss: 0.031196 | val_loss: 0.0311952 | Time: 1381.12 ms [2021-12-04 19:35:32 main:574] : INFO : Epoch 1897 | loss: 0.0311943 | val_loss: 0.0311937 | Time: 1422.34 ms [2021-12-04 19:35:33 main:574] : INFO : Epoch 1898 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 1450.09 ms [2021-12-04 19:35:34 main:574] : INFO : Epoch 1899 | loss: 0.0311883 | val_loss: 0.031189 | Time: 1376.16 ms [2021-12-04 19:35:36 main:574] : INFO : Epoch 1900 | loss: 0.0311878 | val_loss: 0.031187 | Time: 1352.49 ms [2021-12-04 19:35:37 main:574] : INFO : Epoch 1901 | loss: 0.0311861 | val_loss: 0.0311876 | Time: 1391.22 ms [2021-12-04 19:35:38 main:574] : INFO : Epoch 1902 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 1361.37 ms [2021-12-04 19:35:40 main:574] : INFO : Epoch 1903 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 1344.27 ms [2021-12-04 19:35:41 main:574] : INFO : Epoch 1904 | loss: 0.0311841 | val_loss: 0.0311878 | Time: 1370.05 ms [2021-12-04 19:35:43 main:574] : INFO : Epoch 1905 | loss: 0.0311851 | val_loss: 0.0311873 | Time: 1331.94 ms [2021-12-04 19:35:44 main:574] : INFO : Epoch 1906 | loss: 0.0311859 | val_loss: 0.0311874 | Time: 1383.22 ms [2021-12-04 19:35:45 main:574] : INFO : Epoch 1907 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 1358.24 ms [2021-12-04 19:35:47 main:574] : INFO : Epoch 1908 | loss: 0.0311885 | val_loss: 0.0311876 | Time: 1351.81 ms [2021-12-04 19:35:48 main:574] : INFO : Epoch 1909 | loss: 0.0311882 | val_loss: 0.0311971 | Time: 1347.27 ms [2021-12-04 19:35:49 main:574] : INFO : Epoch 1910 | loss: 0.0311884 | val_loss: 0.031191 | Time: 1351.67 ms [2021-12-04 19:35:51 main:574] : INFO : Epoch 1911 | loss: 0.0311848 | val_loss: 0.0311892 | Time: 1335.43 ms [2021-12-04 19:35:52 main:574] : INFO : Epoch 1912 | loss: 0.0311854 | val_loss: 0.0311896 | Time: 1374.05 ms [2021-12-04 19:35:54 main:574] : INFO : Epoch 1913 | loss: 0.0311841 | val_loss: 0.031187 | Time: 1386.52 ms [2021-12-04 19:35:55 main:574] : INFO : Epoch 1914 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 1336.75 ms [2021-12-04 19:35:56 main:574] : INFO : Epoch 1915 | loss: 0.0311853 | val_loss: 0.0311887 | Time: 1374.59 ms [2021-12-04 19:35:58 main:574] : INFO : Epoch 1916 | loss: 0.0311879 | val_loss: 0.0311904 | Time: 1339.88 ms [2021-12-04 19:35:59 main:574] : INFO : Epoch 1917 | loss: 0.0311871 | val_loss: 0.0311882 | Time: 1358.5 ms [2021-12-04 19:36:00 main:574] : INFO : Epoch 1918 | loss: 0.0311867 | val_loss: 0.0311881 | Time: 1351.28 ms [2021-12-04 19:36:02 main:574] : INFO : Epoch 1919 | loss: 0.0311877 | val_loss: 0.0311897 | Time: 1370.86 ms [2021-12-04 19:36:03 main:574] : INFO : Epoch 1920 | loss: 0.0311873 | val_loss: 0.0311897 | Time: 1386.2 ms [2021-12-04 19:36:04 main:574] : INFO : Epoch 1921 | loss: 0.0311879 | val_loss: 0.0311865 | Time: 1370.51 ms [2021-12-04 19:36:06 main:574] : INFO : Epoch 1922 | loss: 0.0311864 | val_loss: 0.0311868 | Time: 1346.99 ms [2021-12-04 19:36:07 main:574] : INFO : Epoch 1923 | loss: 0.0311854 | val_loss: 0.0311906 | Time: 1359.47 ms [2021-12-04 19:36:09 main:574] : INFO : Epoch 1924 | loss: 0.0311877 | val_loss: 0.0311907 | Time: 1351.34 ms [2021-12-04 19:36:10 main:574] : INFO : Epoch 1925 | loss: 0.0311875 | val_loss: 0.0311901 | Time: 1376.16 ms [2021-12-04 19:36:11 main:574] : INFO : Epoch 1926 | loss: 0.0311886 | val_loss: 0.0311902 | Time: 1397.37 ms [2021-12-04 19:36:13 main:574] : INFO : Epoch 1927 | loss: 0.0311857 | val_loss: 0.0311877 | Time: 1349.86 ms [2021-12-04 19:36:14 main:574] : INFO : Epoch 1928 | loss: 0.0311845 | val_loss: 0.0311872 | Time: 1343.18 ms [2021-12-04 19:36:15 main:574] : INFO : Epoch 1929 | loss: 0.0311844 | val_loss: 0.0311886 | Time: 1361.31 ms [2021-12-04 19:36:17 main:574] : INFO : Epoch 1930 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 1365.71 ms [2021-12-04 19:36:18 main:574] : INFO : Epoch 1931 | loss: 0.0311849 | val_loss: 0.0311881 | Time: 1364.15 ms [2021-12-04 19:36:20 main:574] : INFO : Epoch 1932 | loss: 0.0311847 | val_loss: 0.0311958 | Time: 1345.76 ms [2021-12-04 19:36:21 main:574] : INFO : Epoch 1933 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 1383.77 ms [2021-12-04 19:36:22 main:574] : INFO : Epoch 1934 | loss: 0.031188 | val_loss: 0.0311949 | Time: 1381.02 ms [2021-12-04 19:36:24 main:574] : INFO : Epoch 1935 | loss: 0.0311931 | val_loss: 0.0311942 | Time: 1358.27 ms [2021-12-04 19:36:25 main:574] : INFO : Epoch 1936 | loss: 0.0311929 | val_loss: 0.0311919 | Time: 1359.54 ms [2021-12-04 19:36:26 main:574] : INFO : Epoch 1937 | loss: 0.0311955 | val_loss: 0.0311911 | Time: 1358.17 ms [2021-12-04 19:36:28 main:574] : INFO : Epoch 1938 | loss: 0.0311927 | val_loss: 0.0311885 | Time: 1350.96 ms [2021-12-04 19:36:29 main:574] : INFO : Epoch 1939 | loss: 0.0311914 | val_loss: 0.0311904 | Time: 1364.63 ms [2021-12-04 19:36:30 main:574] : INFO : Epoch 1940 | loss: 0.0311903 | val_loss: 0.03119 | Time: 1326.72 ms [2021-12-04 19:36:32 main:574] : INFO : Epoch 1941 | loss: 0.0311895 | val_loss: 0.0311896 | Time: 1358.92 ms [2021-12-04 19:36:33 main:574] : INFO : Epoch 1942 | loss: 0.0311916 | val_loss: 0.0311881 | Time: 1340.01 ms [2021-12-04 19:36:35 main:574] : INFO : Epoch 1943 | loss: 0.0311892 | val_loss: 0.0311876 | Time: 1343.36 ms [2021-12-04 19:36:36 main:574] : INFO : Epoch 1944 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 1332.13 ms [2021-12-04 19:36:37 main:574] : INFO : Epoch 1945 | loss: 0.0311877 | val_loss: 0.0311868 | Time: 1375.38 ms [2021-12-04 19:36:39 main:574] : INFO : Epoch 1946 | loss: 0.031187 | val_loss: 0.0311883 | Time: 1359.75 ms [2021-12-04 19:36:40 main:574] : INFO : Epoch 1947 | loss: 0.0311879 | val_loss: 0.0311872 | Time: 1353.28 ms [2021-12-04 19:36:41 main:574] : INFO : Epoch 1948 | loss: 0.0311872 | val_loss: 0.0311868 | Time: 1398.05 ms [2021-12-04 19:36:43 main:574] : INFO : Epoch 1949 | loss: 0.0311863 | val_loss: 0.0311903 | Time: 1331.29 ms [2021-12-04 19:36:44 main:574] : INFO : Epoch 1950 | loss: 0.031187 | val_loss: 0.031189 | Time: 1392.17 ms [2021-12-04 19:36:45 main:574] : INFO : Epoch 1951 | loss: 0.0311878 | val_loss: 0.0311916 | Time: 1363.34 ms [2021-12-04 19:36:47 main:574] : INFO : Epoch 1952 | loss: 0.0311873 | val_loss: 0.0311875 | Time: 1320.34 ms [2021-12-04 19:36:48 main:574] : INFO : Epoch 1953 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 1355.05 ms [2021-12-04 19:36:50 main:574] : INFO : Epoch 1954 | loss: 0.0311869 | val_loss: 0.0311883 | Time: 1368.03 ms [2021-12-04 19:36:51 main:574] : INFO : Epoch 1955 | loss: 0.0311862 | val_loss: 0.0311871 | Time: 1363.6 ms [2021-12-04 19:36:52 main:574] : INFO : Epoch 1956 | loss: 0.031186 | val_loss: 0.0311885 | Time: 1361.38 ms [2021-12-04 19:36:54 main:574] : INFO : Epoch 1957 | loss: 0.0311862 | val_loss: 0.031188 | Time: 1337.44 ms [2021-12-04 19:36:55 main:574] : INFO : Epoch 1958 | loss: 0.0311853 | val_loss: 0.0311903 | Time: 1368.12 ms [2021-12-04 19:36:56 main:574] : INFO : Epoch 1959 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 1337.36 ms [2021-12-04 19:36:58 main:574] : INFO : Epoch 1960 | loss: 0.0311859 | val_loss: 0.031193 | Time: 1347.07 ms [2021-12-04 19:36:59 main:574] : INFO : Epoch 1961 | loss: 0.0311853 | val_loss: 0.0311892 | Time: 1377.61 ms [2021-12-04 19:37:00 main:574] : INFO : Epoch 1962 | loss: 0.0311862 | val_loss: 0.0311866 | Time: 1319.25 ms [2021-12-04 19:37:02 main:574] : INFO : Epoch 1963 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 1340.99 ms [2021-12-04 19:37:03 main:574] : INFO : Epoch 1964 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 1334.05 ms [2021-12-04 19:37:04 main:574] : INFO : Epoch 1965 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 1367.12 ms [2021-12-04 19:37:06 main:574] : INFO : Epoch 1966 | loss: 0.0311843 | val_loss: 0.031189 | Time: 1342.88 ms [2021-12-04 19:37:07 main:574] : INFO : Epoch 1967 | loss: 0.0311851 | val_loss: 0.0311858 | Time: 1358.16 ms [2021-12-04 19:37:09 main:574] : INFO : Epoch 1968 | loss: 0.031185 | val_loss: 0.031188 | Time: 1335.75 ms [2021-12-04 19:37:10 main:574] : INFO : Epoch 1969 | loss: 0.0311851 | val_loss: 0.0311893 | Time: 1363.9 ms [2021-12-04 19:37:11 main:574] : INFO : Epoch 1970 | loss: 0.0311871 | val_loss: 0.031185 | Time: 1332.98 ms [2021-12-04 19:37:13 main:574] : INFO : Epoch 1971 | loss: 0.0311853 | val_loss: 0.0311905 | Time: 1359.07 ms [2021-12-04 19:37:14 main:574] : INFO : Epoch 1972 | loss: 0.0311887 | val_loss: 0.0311998 | Time: 1379.2 ms [2021-12-04 19:37:15 main:574] : INFO : Epoch 1973 | loss: 0.0312448 | val_loss: 0.0312616 | Time: 1360.85 ms [2021-12-04 19:37:17 main:574] : INFO : Epoch 1974 | loss: 0.0325618 | val_loss: 0.0341718 | Time: 1350.4 ms [2021-12-04 19:37:18 main:574] : INFO : Epoch 1975 | loss: 0.0325593 | val_loss: 0.031312 | Time: 1340.63 ms [2021-12-04 19:37:19 main:574] : INFO : Epoch 1976 | loss: 0.0313469 | val_loss: 0.0312502 | Time: 1353.93 ms [2021-12-04 19:37:21 main:574] : INFO : Epoch 1977 | loss: 0.0312126 | val_loss: 0.0312028 | Time: 1330.64 ms [2021-12-04 19:37:22 main:574] : INFO : Epoch 1978 | loss: 0.0311937 | val_loss: 0.0311955 | Time: 1364.03 ms [2021-12-04 19:37:23 main:574] : INFO : Epoch 1979 | loss: 0.03119 | val_loss: 0.0311924 | Time: 1368.48 ms [2021-12-04 19:37:25 main:574] : INFO : Epoch 1980 | loss: 0.0311874 | val_loss: 0.0311904 | Time: 1337.03 ms [2021-12-04 19:37:26 main:574] : INFO : Epoch 1981 | loss: 0.0311858 | val_loss: 0.0311886 | Time: 1381.52 ms [2021-12-04 19:37:28 main:574] : INFO : Epoch 1982 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 1342.67 ms [2021-12-04 19:37:29 main:574] : INFO : Epoch 1983 | loss: 0.0311844 | val_loss: 0.031189 | Time: 1346.93 ms [2021-12-04 19:37:30 main:574] : INFO : Epoch 1984 | loss: 0.0311832 | val_loss: 0.0311877 | Time: 1365.52 ms [2021-12-04 19:37:32 main:574] : INFO : Epoch 1985 | loss: 0.0311828 | val_loss: 0.0311886 | Time: 1336.98 ms [2021-12-04 19:37:33 main:574] : INFO : Epoch 1986 | loss: 0.0311828 | val_loss: 0.0311876 | Time: 1356.98 ms [2021-12-04 19:37:34 main:574] : INFO : Epoch 1987 | loss: 0.0311844 | val_loss: 0.0311879 | Time: 1358.64 ms [2021-12-04 19:37:36 main:574] : INFO : Epoch 1988 | loss: 0.0311841 | val_loss: 0.0311932 | Time: 1359.09 ms [2021-12-04 19:37:37 main:574] : INFO : Epoch 1989 | loss: 0.0311845 | val_loss: 0.0311896 | Time: 1356.98 ms [2021-12-04 19:37:38 main:574] : INFO : Epoch 1990 | loss: 0.0311843 | val_loss: 0.031188 | Time: 1323.56 ms [2021-12-04 19:37:40 main:574] : INFO : Epoch 1991 | loss: 0.0311826 | val_loss: 0.0311869 | Time: 1365.96 ms [2021-12-04 19:37:41 main:574] : INFO : Epoch 1992 | loss: 0.0311819 | val_loss: 0.0311859 | Time: 1365.95 ms [2021-12-04 19:37:43 main:574] : INFO : Epoch 1993 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 1377.03 ms [2021-12-04 19:37:44 main:574] : INFO : Epoch 1994 | loss: 0.0311821 | val_loss: 0.0311889 | Time: 1374.79 ms [2021-12-04 19:37:45 main:574] : INFO : Epoch 1995 | loss: 0.0311823 | val_loss: 0.0311871 | Time: 1342.35 ms [2021-12-04 19:37:47 main:574] : INFO : Epoch 1996 | loss: 0.0311811 | val_loss: 0.0311867 | Time: 1364.87 ms [2021-12-04 19:37:48 main:574] : INFO : Epoch 1997 | loss: 0.0311828 | val_loss: 0.0311883 | Time: 1359.82 ms [2021-12-04 19:37:49 main:574] : INFO : Epoch 1998 | loss: 0.031181 | val_loss: 0.031187 | Time: 1343.48 ms [2021-12-04 19:37:51 main:574] : INFO : Epoch 1999 | loss: 0.0311803 | val_loss: 0.031187 | Time: 1383.78 ms [2021-12-04 19:37:52 main:574] : INFO : Epoch 2000 | loss: 0.0311801 | val_loss: 0.0311876 | Time: 1373.71 ms [2021-12-04 19:37:54 main:574] : INFO : Epoch 2001 | loss: 0.0311803 | val_loss: 0.0311867 | Time: 1364.15 ms [2021-12-04 19:37:55 main:574] : INFO : Epoch 2002 | loss: 0.0311795 | val_loss: 0.031188 | Time: 1331.16 ms [2021-12-04 19:37:56 main:574] : INFO : Epoch 2003 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 1339.18 ms [2021-12-04 19:37:58 main:574] : INFO : Epoch 2004 | loss: 0.0311796 | val_loss: 0.0311875 | Time: 1376.69 ms [2021-12-04 19:37:59 main:574] : INFO : Epoch 2005 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 1346.37 ms [2021-12-04 19:38:00 main:574] : INFO : Epoch 2006 | loss: 0.0311812 | val_loss: 0.0311899 | Time: 1351.85 ms [2021-12-04 19:38:02 main:574] : INFO : Epoch 2007 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 1327.75 ms [2021-12-04 19:38:03 main:574] : INFO : Epoch 2008 | loss: 0.0311813 | val_loss: 0.0311873 | Time: 1350.42 ms [2021-12-04 19:38:04 main:574] : INFO : Epoch 2009 | loss: 0.0311814 | val_loss: 0.0311862 | Time: 1317.98 ms [2021-12-04 19:38:06 main:574] : INFO : Epoch 2010 | loss: 0.0311824 | val_loss: 0.0311912 | Time: 1384.28 ms [2021-12-04 19:38:07 main:574] : INFO : Epoch 2011 | loss: 0.0311821 | val_loss: 0.0311889 | Time: 1360.69 ms [2021-12-04 19:38:08 main:574] : INFO : Epoch 2012 | loss: 0.0311809 | val_loss: 0.0311858 | Time: 1346.14 ms [2021-12-04 19:38:10 main:574] : INFO : Epoch 2013 | loss: 0.0311792 | val_loss: 0.0311873 | Time: 1366.79 ms [2021-12-04 19:38:11 main:574] : INFO : Epoch 2014 | loss: 0.0311795 | val_loss: 0.0311881 | Time: 1350.86 ms [2021-12-04 19:38:13 main:574] : INFO : Epoch 2015 | loss: 0.0311794 | val_loss: 0.031188 | Time: 1371.62 ms [2021-12-04 19:38:14 main:574] : INFO : Epoch 2016 | loss: 0.0311789 | val_loss: 0.0311858 | Time: 1354.77 ms [2021-12-04 19:38:15 main:574] : INFO : Epoch 2017 | loss: 0.0311786 | val_loss: 0.0311849 | Time: 1309.99 ms [2021-12-04 19:38:17 main:574] : INFO : Epoch 2018 | loss: 0.0311791 | val_loss: 0.0311848 | Time: 1358.78 ms [2021-12-04 19:38:18 main:574] : INFO : Epoch 2019 | loss: 0.0311797 | val_loss: 0.0311867 | Time: 1370.29 ms [2021-12-04 19:38:19 main:574] : INFO : Epoch 2020 | loss: 0.0311803 | val_loss: 0.0311859 | Time: 1384.86 ms [2021-12-04 19:38:21 main:574] : INFO : Epoch 2021 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 1376.15 ms [2021-12-04 19:38:22 main:574] : INFO : Epoch 2022 | loss: 0.0311789 | val_loss: 0.0311852 | Time: 1332.54 ms [2021-12-04 19:38:23 main:574] : INFO : Epoch 2023 | loss: 0.0311792 | val_loss: 0.0311857 | Time: 1362.89 ms [2021-12-04 19:38:25 main:574] : INFO : Epoch 2024 | loss: 0.0311779 | val_loss: 0.0311852 | Time: 1324.74 ms [2021-12-04 19:38:26 main:574] : INFO : Epoch 2025 | loss: 0.0311786 | val_loss: 0.0311842 | Time: 1351.28 ms [2021-12-04 19:38:27 main:574] : INFO : Epoch 2026 | loss: 0.0311777 | val_loss: 0.0311849 | Time: 1345.77 ms [2021-12-04 19:38:29 main:574] : INFO : Epoch 2027 | loss: 0.0311777 | val_loss: 0.0311876 | Time: 1368.1 ms [2021-12-04 19:38:30 main:574] : INFO : Epoch 2028 | loss: 0.0311782 | val_loss: 0.0311868 | Time: 1339.02 ms [2021-12-04 19:38:32 main:574] : INFO : Epoch 2029 | loss: 0.0311782 | val_loss: 0.0311849 | Time: 1373.26 ms [2021-12-04 19:38:33 main:574] : INFO : Epoch 2030 | loss: 0.0311783 | val_loss: 0.0311858 | Time: 1367.76 ms [2021-12-04 19:38:34 main:574] : INFO : Epoch 2031 | loss: 0.031177 | val_loss: 0.0311857 | Time: 1349.27 ms [2021-12-04 19:38:36 main:574] : INFO : Epoch 2032 | loss: 0.0311768 | val_loss: 0.0311863 | Time: 1330.17 ms [2021-12-04 19:38:37 main:574] : INFO : Epoch 2033 | loss: 0.0311785 | val_loss: 0.0311862 | Time: 1351.48 ms [2021-12-04 19:38:38 main:574] : INFO : Epoch 2034 | loss: 0.0311775 | val_loss: 0.031185 | Time: 1369.66 ms [2021-12-04 19:38:40 main:574] : INFO : Epoch 2035 | loss: 0.031178 | val_loss: 0.0311854 | Time: 1369.9 ms [2021-12-04 19:38:41 main:574] : INFO : Epoch 2036 | loss: 0.0311774 | val_loss: 0.0311875 | Time: 1337.16 ms [2021-12-04 19:38:42 main:574] : INFO : Epoch 2037 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 1352.41 ms [2021-12-04 19:38:44 main:574] : INFO : Epoch 2038 | loss: 0.0311772 | val_loss: 0.0311853 | Time: 1329.26 ms [2021-12-04 19:38:45 main:574] : INFO : Epoch 2039 | loss: 0.0311776 | val_loss: 0.0311854 | Time: 1356.13 ms [2021-12-04 19:38:46 main:574] : INFO : Epoch 2040 | loss: 0.0311778 | val_loss: 0.0311874 | Time: 1313.59 ms [2021-12-04 19:38:48 main:574] : INFO : Epoch 2041 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 1343.37 ms [2021-12-04 19:38:49 main:574] : INFO : Epoch 2042 | loss: 0.0311778 | val_loss: 0.0311862 | Time: 1320.5 ms [2021-12-04 19:38:51 main:574] : INFO : Epoch 2043 | loss: 0.0311787 | val_loss: 0.0311859 | Time: 1350.42 ms [2021-12-04 19:38:52 main:574] : INFO : Epoch 2044 | loss: 0.0311786 | val_loss: 0.0311861 | Time: 1330.46 ms [2021-12-04 19:38:53 main:574] : INFO : Epoch 2045 | loss: 0.0311779 | val_loss: 0.0311857 | Time: 1384.8 ms [2021-12-04 19:38:55 main:574] : INFO : Epoch 2046 | loss: 0.0311776 | val_loss: 0.0311859 | Time: 1367.76 ms [2021-12-04 19:38:56 main:574] : INFO : Epoch 2047 | loss: 0.0311802 | val_loss: 0.0311915 | Time: 1323.91 ms [2021-12-04 19:38:57 main:574] : INFO : Epoch 2048 | loss: 0.0311795 | val_loss: 0.0311896 | Time: 1379.75 ms [2021-12-04 19:38:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311896 [2021-12-04 19:38:57 main:603] : INFO : Saving end state to config to file [2021-12-04 19:38:57 main:608] : INFO : Success, exiting.. 19:38:57 (17148): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)