Task 3957364
| Name | ParityModified-1609265048-8648-6_2 |
| Workunit | 1952165 |
| Created | 6 Feb 2021, 17:19:18 UTC |
| Sent | 6 Feb 2021, 18:17:45 UTC |
| Report deadline | 13 Feb 2021, 18:17:45 UTC |
| Received | 7 Feb 2021, 0:00:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8972 |
| Run time | 43 min 27 sec |
| CPU time | 42 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> me: 1250.6 ms [2021-02-07 05:43:37 main:574] : INFO : Epoch 1693 | loss: 0.0311818 | val_loss: 0.0311844 | Time: 1241.43 ms [2021-02-07 05:43:38 main:574] : INFO : Epoch 1694 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 1249.99 ms [2021-02-07 05:43:40 main:574] : INFO : Epoch 1695 | loss: 0.0311826 | val_loss: 0.0311887 | Time: 1241.28 ms [2021-02-07 05:43:41 main:574] : INFO : Epoch 1696 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 1250.81 ms [2021-02-07 05:43:42 main:574] : INFO : Epoch 1697 | loss: 0.0311839 | val_loss: 0.0311905 | Time: 1267.58 ms [2021-02-07 05:43:43 main:574] : INFO : Epoch 1698 | loss: 0.031187 | val_loss: 0.0311954 | Time: 1249.86 ms [2021-02-07 05:43:45 main:574] : INFO : Epoch 1699 | loss: 0.0311856 | val_loss: 0.0311838 | Time: 1244.01 ms [2021-02-07 05:43:46 main:574] : INFO : Epoch 1700 | loss: 0.0311879 | val_loss: 0.031188 | Time: 1252.24 ms [2021-02-07 05:43:47 main:574] : INFO : Epoch 1701 | loss: 0.0311877 | val_loss: 0.0311895 | Time: 1236.23 ms [2021-02-07 05:43:48 main:574] : INFO : Epoch 1702 | loss: 0.0311874 | val_loss: 0.0311884 | Time: 1267.79 ms [2021-02-07 05:43:50 main:574] : INFO : Epoch 1703 | loss: 0.0311867 | val_loss: 0.0311891 | Time: 1245.31 ms [2021-02-07 05:43:51 main:574] : INFO : Epoch 1704 | loss: 0.0311847 | val_loss: 0.0311907 | Time: 1252.08 ms [2021-02-07 05:43:52 main:574] : INFO : Epoch 1705 | loss: 0.0311875 | val_loss: 0.0311866 | Time: 1274.52 ms [2021-02-07 05:43:53 main:574] : INFO : Epoch 1706 | loss: 0.0311841 | val_loss: 0.0311881 | Time: 1258.71 ms [2021-02-07 05:43:55 main:574] : INFO : Epoch 1707 | loss: 0.0311844 | val_loss: 0.0311871 | Time: 1249.89 ms [2021-02-07 05:43:56 main:574] : INFO : Epoch 1708 | loss: 0.0311858 | val_loss: 0.0311903 | Time: 1254.91 ms [2021-02-07 05:43:57 main:574] : INFO : Epoch 1709 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 1256.87 ms [2021-02-07 05:43:58 main:574] : INFO : Epoch 1710 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 1245.69 ms [2021-02-07 05:44:00 main:574] : INFO : Epoch 1711 | loss: 0.0311838 | val_loss: 0.0311862 | Time: 1245.28 ms [2021-02-07 05:44:01 main:574] : INFO : Epoch 1712 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 1249.09 ms [2021-02-07 05:44:02 main:574] : INFO : Epoch 1713 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 1267.4 ms [2021-02-07 05:44:03 main:574] : INFO : Epoch 1714 | loss: 0.0311824 | val_loss: 0.0311852 | Time: 1247.71 ms [2021-02-07 05:44:05 main:574] : INFO : Epoch 1715 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 1252.25 ms [2021-02-07 05:44:06 main:574] : INFO : Epoch 1716 | loss: 0.0311819 | val_loss: 0.031185 | Time: 1255.18 ms [2021-02-07 05:44:07 main:574] : INFO : Epoch 1717 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 1257.39 ms [2021-02-07 05:44:09 main:574] : INFO : Epoch 1718 | loss: 0.0311841 | val_loss: 0.0311988 | Time: 1258.94 ms [2021-02-07 05:44:10 main:574] : INFO : Epoch 1719 | loss: 0.0311888 | val_loss: 0.0311875 | Time: 1280.85 ms [2021-02-07 05:44:11 main:574] : INFO : Epoch 1720 | loss: 0.0311831 | val_loss: 0.031186 | Time: 1260.36 ms [2021-02-07 05:44:12 main:574] : INFO : Epoch 1721 | loss: 0.031181 | val_loss: 0.0311909 | Time: 1256.93 ms [2021-02-07 05:44:14 main:574] : INFO : Epoch 1722 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 1268.71 ms [2021-02-07 05:44:15 main:574] : INFO : Epoch 1723 | loss: 0.0311814 | val_loss: 0.0311856 | Time: 1271.28 ms [2021-02-07 05:44:16 main:574] : INFO : Epoch 1724 | loss: 0.0311823 | val_loss: 0.0311886 | Time: 1282.92 ms [2021-02-07 05:44:17 main:574] : INFO : Epoch 1725 | loss: 0.0311841 | val_loss: 0.0311892 | Time: 1260.66 ms [2021-02-07 05:44:19 main:574] : INFO : Epoch 1726 | loss: 0.0311825 | val_loss: 0.0311861 | Time: 1252.05 ms [2021-02-07 05:44:20 main:574] : INFO : Epoch 1727 | loss: 0.031182 | val_loss: 0.0311841 | Time: 1252.38 ms [2021-02-07 05:44:21 main:574] : INFO : Epoch 1728 | loss: 0.0311822 | val_loss: 0.0311851 | Time: 1245.61 ms [2021-02-07 05:44:22 main:574] : INFO : Epoch 1729 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1233.23 ms [2021-02-07 05:44:24 main:574] : INFO : Epoch 1730 | loss: 0.0311823 | val_loss: 0.0311844 | Time: 1272.68 ms [2021-02-07 05:44:25 main:574] : INFO : Epoch 1731 | loss: 0.0311812 | val_loss: 0.0311857 | Time: 1262.52 ms [2021-02-07 05:44:26 main:574] : INFO : Epoch 1732 | loss: 0.0311807 | val_loss: 0.0311849 | Time: 1270.7 ms [2021-02-07 05:44:28 main:574] : INFO : Epoch 1733 | loss: 0.0311814 | val_loss: 0.0311849 | Time: 1274.27 ms [2021-02-07 05:44:29 main:574] : INFO : Epoch 1734 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 1261.32 ms [2021-02-07 05:44:30 main:574] : INFO : Epoch 1735 | loss: 0.0311852 | val_loss: 0.0311872 | Time: 1254.04 ms [2021-02-07 05:44:31 main:574] : INFO : Epoch 1736 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 1255.44 ms [2021-02-07 05:44:33 main:574] : INFO : Epoch 1737 | loss: 0.0311827 | val_loss: 0.0311849 | Time: 1266.07 ms [2021-02-07 05:44:34 main:574] : INFO : Epoch 1738 | loss: 0.0311807 | val_loss: 0.0311852 | Time: 1264.85 ms [2021-02-07 05:44:35 main:574] : INFO : Epoch 1739 | loss: 0.03118 | val_loss: 0.0311852 | Time: 1271.85 ms [2021-02-07 05:44:36 main:574] : INFO : Epoch 1740 | loss: 0.031181 | val_loss: 0.0311896 | Time: 1264.44 ms [2021-02-07 05:44:38 main:574] : INFO : Epoch 1741 | loss: 0.0311824 | val_loss: 0.031189 | Time: 1259.29 ms [2021-02-07 05:44:39 main:574] : INFO : Epoch 1742 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 1241.25 ms [2021-02-07 05:44:40 main:574] : INFO : Epoch 1743 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 1253.36 ms [2021-02-07 05:44:41 main:574] : INFO : Epoch 1744 | loss: 0.0311815 | val_loss: 0.0311849 | Time: 1251.49 ms [2021-02-07 05:44:43 main:574] : INFO : Epoch 1745 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 1247.71 ms [2021-02-07 05:44:44 main:574] : INFO : Epoch 1746 | loss: 0.03118 | val_loss: 0.031185 | Time: 1255.7 ms [2021-02-07 05:44:45 main:574] : INFO : Epoch 1747 | loss: 0.031181 | val_loss: 0.0311853 | Time: 1229.58 ms [2021-02-07 05:44:46 main:574] : INFO : Epoch 1748 | loss: 0.0311801 | val_loss: 0.0311841 | Time: 1258.49 ms [2021-02-07 05:44:48 main:574] : INFO : Epoch 1749 | loss: 0.0311814 | val_loss: 0.0311861 | Time: 1270 ms [2021-02-07 05:44:49 main:574] : INFO : Epoch 1750 | loss: 0.0311816 | val_loss: 0.0311877 | Time: 1265.61 ms [2021-02-07 05:44:50 main:574] : INFO : Epoch 1751 | loss: 0.0311825 | val_loss: 0.0311868 | Time: 1259.88 ms [2021-02-07 05:44:52 main:574] : INFO : Epoch 1752 | loss: 0.0311826 | val_loss: 0.0311928 | Time: 1247.71 ms [2021-02-07 05:44:53 main:574] : INFO : Epoch 1753 | loss: 0.0311841 | val_loss: 0.0311855 | Time: 1262.31 ms [2021-02-07 05:44:54 main:574] : INFO : Epoch 1754 | loss: 0.0311831 | val_loss: 0.0311867 | Time: 1246.72 ms [2021-02-07 05:44:55 main:574] : INFO : Epoch 1755 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 1241.45 ms [2021-02-07 05:44:57 main:574] : INFO : Epoch 1756 | loss: 0.0311835 | val_loss: 0.0311879 | Time: 1255.06 ms [2021-02-07 05:44:58 main:574] : INFO : Epoch 1757 | loss: 0.0311824 | val_loss: 0.0311867 | Time: 1260.3 ms [2021-02-07 05:44:59 main:574] : INFO : Epoch 1758 | loss: 0.0311828 | val_loss: 0.0311875 | Time: 1258.41 ms [2021-02-07 05:45:00 main:574] : INFO : Epoch 1759 | loss: 0.0311832 | val_loss: 0.0311913 | Time: 1246.94 ms [2021-02-07 05:45:02 main:574] : INFO : Epoch 1760 | loss: 0.0311832 | val_loss: 0.03119 | Time: 1256.32 ms [2021-02-07 05:45:03 main:574] : INFO : Epoch 1761 | loss: 0.0311846 | val_loss: 0.0311931 | Time: 1252.2 ms [2021-02-07 05:45:04 main:574] : INFO : Epoch 1762 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 1272.45 ms [2021-02-07 05:45:05 main:574] : INFO : Epoch 1763 | loss: 0.0311824 | val_loss: 0.0311874 | Time: 1251.64 ms [2021-02-07 05:45:07 main:574] : INFO : Epoch 1764 | loss: 0.0311838 | val_loss: 0.0311867 | Time: 1267.73 ms [2021-02-07 05:45:08 main:574] : INFO : Epoch 1765 | loss: 0.0311824 | val_loss: 0.0311865 | Time: 1252.91 ms [2021-02-07 05:45:09 main:574] : INFO : Epoch 1766 | loss: 0.0311839 | val_loss: 0.0311868 | Time: 1284.47 ms [2021-02-07 05:45:10 main:574] : INFO : Epoch 1767 | loss: 0.0311865 | val_loss: 0.0311869 | Time: 1248.83 ms [2021-02-07 05:45:12 main:574] : INFO : Epoch 1768 | loss: 0.031183 | val_loss: 0.0311873 | Time: 1236.06 ms [2021-02-07 05:45:13 main:574] : INFO : Epoch 1769 | loss: 0.0311828 | val_loss: 0.0311865 | Time: 1264.02 ms [2021-02-07 05:45:14 main:574] : INFO : Epoch 1770 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 1273.47 ms [2021-02-07 05:45:16 main:574] : INFO : Epoch 1771 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 1263.69 ms [2021-02-07 05:45:17 main:574] : INFO : Epoch 1772 | loss: 0.0311814 | val_loss: 0.0311855 | Time: 1266.08 ms [2021-02-07 05:45:18 main:574] : INFO : Epoch 1773 | loss: 0.0311815 | val_loss: 0.0311858 | Time: 1266.89 ms [2021-02-07 05:45:19 main:574] : INFO : Epoch 1774 | loss: 0.0311815 | val_loss: 0.0311857 | Time: 1260.5 ms [2021-02-07 05:45:21 main:574] : INFO : Epoch 1775 | loss: 0.031181 | val_loss: 0.0311895 | Time: 1268.71 ms [2021-02-07 05:45:22 main:574] : INFO : Epoch 1776 | loss: 0.0311814 | val_loss: 0.0311859 | Time: 1270.89 ms [2021-02-07 05:45:23 main:574] : INFO : Epoch 1777 | loss: 0.0311812 | val_loss: 0.0311854 | Time: 1271.21 ms [2021-02-07 05:45:24 main:574] : INFO : Epoch 1778 | loss: 0.0311808 | val_loss: 0.0311862 | Time: 1251.42 ms [2021-02-07 05:45:26 main:574] : INFO : Epoch 1779 | loss: 0.0311816 | val_loss: 0.0311856 | Time: 1254.77 ms [2021-02-07 05:45:27 main:574] : INFO : Epoch 1780 | loss: 0.0311824 | val_loss: 0.0311995 | Time: 1263.52 ms [2021-02-07 05:45:28 main:574] : INFO : Epoch 1781 | loss: 0.0311865 | val_loss: 0.0311855 | Time: 1268.25 ms [2021-02-07 05:45:29 main:574] : INFO : Epoch 1782 | loss: 0.0311825 | val_loss: 0.0311844 | Time: 1264.47 ms [2021-02-07 05:45:31 main:574] : INFO : Epoch 1783 | loss: 0.0311817 | val_loss: 0.0311852 | Time: 1265.43 ms [2021-02-07 05:45:32 main:574] : INFO : Epoch 1784 | loss: 0.0311818 | val_loss: 0.0311858 | Time: 1267.43 ms [2021-02-07 05:45:33 main:574] : INFO : Epoch 1785 | loss: 0.0311816 | val_loss: 0.0311836 | Time: 1242.25 ms [2021-02-07 05:45:35 main:574] : INFO : Epoch 1786 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 1252.4 ms [2021-02-07 05:45:36 main:574] : INFO : Epoch 1787 | loss: 0.0311818 | val_loss: 0.031191 | Time: 1264.13 ms [2021-02-07 05:45:37 main:574] : INFO : Epoch 1788 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 1248.78 ms [2021-02-07 05:45:38 main:574] : INFO : Epoch 1789 | loss: 0.0311821 | val_loss: 0.0311877 | Time: 1260.8 ms [2021-02-07 05:45:40 main:574] : INFO : Epoch 1790 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 1260.13 ms [2021-02-07 05:45:41 main:574] : INFO : Epoch 1791 | loss: 0.0311806 | val_loss: 0.0311851 | Time: 1265.16 ms [2021-02-07 05:45:42 main:574] : INFO : Epoch 1792 | loss: 0.0311807 | val_loss: 0.0311829 | Time: 1250.46 ms [2021-02-07 05:45:43 main:574] : INFO : Epoch 1793 | loss: 0.0311803 | val_loss: 0.0311847 | Time: 1257.43 ms [2021-02-07 05:45:45 main:574] : INFO : Epoch 1794 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 1253.4 ms [2021-02-07 05:45:46 main:574] : INFO : Epoch 1795 | loss: 0.0311814 | val_loss: 0.0311855 | Time: 1265.03 ms [2021-02-07 05:45:47 main:574] : INFO : Epoch 1796 | loss: 0.0311809 | val_loss: 0.0311827 | Time: 1252.15 ms [2021-02-07 05:45:48 main:574] : INFO : Epoch 1797 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 1259.03 ms [2021-02-07 05:45:50 main:574] : INFO : Epoch 1798 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 1267.65 ms [2021-02-07 05:45:51 main:574] : INFO : Epoch 1799 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 1250.34 ms [2021-02-07 05:45:52 main:574] : INFO : Epoch 1800 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 1242.71 ms [2021-02-07 05:45:53 main:574] : INFO : Epoch 1801 | loss: 0.0311804 | val_loss: 0.0311833 | Time: 1252.7 ms [2021-02-07 05:45:55 main:574] : INFO : Epoch 1802 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 1264.74 ms [2021-02-07 05:45:56 main:574] : INFO : Epoch 1803 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 1264.29 ms [2021-02-07 05:45:57 main:574] : INFO : Epoch 1804 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 1253.8 ms [2021-02-07 05:45:59 main:574] : INFO : Epoch 1805 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 1235.7 ms [2021-02-07 05:46:00 main:574] : INFO : Epoch 1806 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 1241.23 ms [2021-02-07 05:46:01 main:574] : INFO : Epoch 1807 | loss: 0.0311801 | val_loss: 0.0311836 | Time: 1255.22 ms [2021-02-07 05:46:02 main:574] : INFO : Epoch 1808 | loss: 0.031181 | val_loss: 0.0311851 | Time: 1244.92 ms [2021-02-07 05:46:04 main:574] : INFO : Epoch 1809 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 1259.11 ms [2021-02-07 05:46:05 main:574] : INFO : Epoch 1810 | loss: 0.0311797 | val_loss: 0.0311825 | Time: 1255.7 ms [2021-02-07 05:46:06 main:574] : INFO : Epoch 1811 | loss: 0.0311794 | val_loss: 0.0311844 | Time: 1241.98 ms [2021-02-07 05:46:07 main:574] : INFO : Epoch 1812 | loss: 0.0311808 | val_loss: 0.0311832 | Time: 1236.26 ms [2021-02-07 05:46:09 main:574] : INFO : Epoch 1813 | loss: 0.031182 | val_loss: 0.0311854 | Time: 1244.7 ms [2021-02-07 05:46:10 main:574] : INFO : Epoch 1814 | loss: 0.031182 | val_loss: 0.0311845 | Time: 1238.42 ms [2021-02-07 05:46:11 main:574] : INFO : Epoch 1815 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1253.26 ms [2021-02-07 05:46:12 main:574] : INFO : Epoch 1816 | loss: 0.031181 | val_loss: 0.0311839 | Time: 1263.61 ms [2021-02-07 05:46:14 main:574] : INFO : Epoch 1817 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 1256.74 ms [2021-02-07 05:46:15 main:574] : INFO : Epoch 1818 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 1234.02 ms [2021-02-07 05:46:16 main:574] : INFO : Epoch 1819 | loss: 0.0311833 | val_loss: 0.0311823 | Time: 1245.98 ms [2021-02-07 05:46:17 main:574] : INFO : Epoch 1820 | loss: 0.0311813 | val_loss: 0.031183 | Time: 1255.05 ms [2021-02-07 05:46:19 main:574] : INFO : Epoch 1821 | loss: 0.0311823 | val_loss: 0.0311829 | Time: 1247.24 ms [2021-02-07 05:46:20 main:574] : INFO : Epoch 1822 | loss: 0.0311817 | val_loss: 0.0311828 | Time: 1263.25 ms [2021-02-07 05:46:21 main:574] : INFO : Epoch 1823 | loss: 0.0311811 | val_loss: 0.0311885 | Time: 1255.59 ms [2021-02-07 05:46:22 main:574] : INFO : Epoch 1824 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 1269.8 ms [2021-02-07 05:46:24 main:574] : INFO : Epoch 1825 | loss: 0.0311828 | val_loss: 0.031183 | Time: 1259.34 ms [2021-02-07 05:46:25 main:574] : INFO : Epoch 1826 | loss: 0.0311811 | val_loss: 0.0311848 | Time: 1255.43 ms [2021-02-07 05:46:26 main:574] : INFO : Epoch 1827 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 1242.46 ms [2021-02-07 05:46:27 main:574] : INFO : Epoch 1828 | loss: 0.0311812 | val_loss: 0.0311928 | Time: 1250.87 ms [2021-02-07 05:46:29 main:574] : INFO : Epoch 1829 | loss: 0.0311821 | val_loss: 0.0311837 | Time: 1249.98 ms [2021-02-07 05:46:30 main:574] : INFO : Epoch 1830 | loss: 0.0311801 | val_loss: 0.0311833 | Time: 1250.97 ms [2021-02-07 05:46:31 main:574] : INFO : Epoch 1831 | loss: 0.0311799 | val_loss: 0.0311829 | Time: 1263.75 ms [2021-02-07 05:46:32 main:574] : INFO : Epoch 1832 | loss: 0.0311797 | val_loss: 0.0311868 | Time: 1233.03 ms [2021-02-07 05:46:34 main:574] : INFO : Epoch 1833 | loss: 0.0311814 | val_loss: 0.031183 | Time: 1220.27 ms [2021-02-07 05:46:35 main:574] : INFO : Epoch 1834 | loss: 0.0311808 | val_loss: 0.0311859 | Time: 1227.22 ms [2021-02-07 05:46:36 main:574] : INFO : Epoch 1835 | loss: 0.0311808 | val_loss: 0.031184 | Time: 1248.77 ms [2021-02-07 05:46:37 main:574] : INFO : Epoch 1836 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 1241.03 ms [2021-02-07 05:46:39 main:574] : INFO : Epoch 1837 | loss: 0.03118 | val_loss: 0.0311835 | Time: 1240.15 ms [2021-02-07 05:46:40 main:574] : INFO : Epoch 1838 | loss: 0.0311796 | val_loss: 0.0311821 | Time: 1237.19 ms [2021-02-07 05:46:41 main:574] : INFO : Epoch 1839 | loss: 0.0311802 | val_loss: 0.0311843 | Time: 1251.75 ms [2021-02-07 05:46:42 main:574] : INFO : Epoch 1840 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 1250.12 ms [2021-02-07 05:46:44 main:574] : INFO : Epoch 1841 | loss: 0.0311816 | val_loss: 0.0311949 | Time: 1266.68 ms [2021-02-07 05:46:45 main:574] : INFO : Epoch 1842 | loss: 0.031183 | val_loss: 0.0311837 | Time: 1250.72 ms [2021-02-07 05:46:46 main:574] : INFO : Epoch 1843 | loss: 0.0311796 | val_loss: 0.031182 | Time: 1223.72 ms [2021-02-07 05:46:47 main:574] : INFO : Epoch 1844 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 1260.07 ms [2021-02-07 05:46:49 main:574] : INFO : Epoch 1845 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 1232.14 ms [2021-02-07 05:46:50 main:574] : INFO : Epoch 1846 | loss: 0.0311796 | val_loss: 0.0311843 | Time: 1233.99 ms [2021-02-07 05:46:51 main:574] : INFO : Epoch 1847 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 1241.08 ms [2021-02-07 05:46:52 main:574] : INFO : Epoch 1848 | loss: 0.03118 | val_loss: 0.0311828 | Time: 1230.89 ms [2021-02-07 05:46:54 main:574] : INFO : Epoch 1849 | loss: 0.03118 | val_loss: 0.0311862 | Time: 1242.41 ms [2021-02-07 05:46:55 main:574] : INFO : Epoch 1850 | loss: 0.0311814 | val_loss: 0.0311866 | Time: 1242.45 ms [2021-02-07 05:46:56 main:574] : INFO : Epoch 1851 | loss: 0.0311833 | val_loss: 0.0311864 | Time: 1225.31 ms [2021-02-07 05:46:57 main:574] : INFO : Epoch 1852 | loss: 0.0311832 | val_loss: 0.0311858 | Time: 1230.69 ms [2021-02-07 05:46:59 main:574] : INFO : Epoch 1853 | loss: 0.0311819 | val_loss: 0.0311869 | Time: 1237.31 ms [2021-02-07 05:47:00 main:574] : INFO : Epoch 1854 | loss: 0.0311816 | val_loss: 0.0311854 | Time: 1245.67 ms [2021-02-07 05:47:01 main:574] : INFO : Epoch 1855 | loss: 0.0311808 | val_loss: 0.031184 | Time: 1247.94 ms [2021-02-07 05:47:02 main:574] : INFO : Epoch 1856 | loss: 0.0311815 | val_loss: 0.0311851 | Time: 1245.99 ms [2021-02-07 05:47:04 main:574] : INFO : Epoch 1857 | loss: 0.031181 | val_loss: 0.0311851 | Time: 1236.89 ms [2021-02-07 05:47:05 main:574] : INFO : Epoch 1858 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 1238.68 ms [2021-02-07 05:47:06 main:574] : INFO : Epoch 1859 | loss: 0.03118 | val_loss: 0.0311841 | Time: 1237.11 ms [2021-02-07 05:47:07 main:574] : INFO : Epoch 1860 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 1237.27 ms [2021-02-07 05:47:09 main:574] : INFO : Epoch 1861 | loss: 0.0311805 | val_loss: 0.0311838 | Time: 1248.04 ms [2021-02-07 05:47:10 main:574] : INFO : Epoch 1862 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 1235.2 ms [2021-02-07 05:47:11 main:574] : INFO : Epoch 1863 | loss: 0.0311798 | val_loss: 0.0311852 | Time: 1232.99 ms [2021-02-07 05:47:12 main:574] : INFO : Epoch 1864 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 1239.7 ms [2021-02-07 05:47:14 main:574] : INFO : Epoch 1865 | loss: 0.031181 | val_loss: 0.0311832 | Time: 1247.5 ms [2021-02-07 05:47:15 main:574] : INFO : Epoch 1866 | loss: 0.031181 | val_loss: 0.0311839 | Time: 1253.33 ms [2021-02-07 05:47:16 main:574] : INFO : Epoch 1867 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 1253.45 ms [2021-02-07 05:47:17 main:574] : INFO : Epoch 1868 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 1259.88 ms [2021-02-07 05:47:19 main:574] : INFO : Epoch 1869 | loss: 0.0311795 | val_loss: 0.031183 | Time: 1227.96 ms [2021-02-07 05:47:20 main:574] : INFO : Epoch 1870 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 1230.64 ms [2021-02-07 05:47:21 main:574] : INFO : Epoch 1871 | loss: 0.0311796 | val_loss: 0.0311833 | Time: 1247.42 ms [2021-02-07 05:47:22 main:574] : INFO : Epoch 1872 | loss: 0.0311797 | val_loss: 0.0311845 | Time: 1254.68 ms [2021-02-07 05:47:24 main:574] : INFO : Epoch 1873 | loss: 0.0311791 | val_loss: 0.0311835 | Time: 1253.83 ms [2021-02-07 05:47:25 main:574] : INFO : Epoch 1874 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 1248.8 ms [2021-02-07 05:47:26 main:574] : INFO : Epoch 1875 | loss: 0.0311795 | val_loss: 0.031184 | Time: 1246.56 ms [2021-02-07 05:47:27 main:574] : INFO : Epoch 1876 | loss: 0.0311786 | val_loss: 0.0311876 | Time: 1253.99 ms [2021-02-07 05:47:29 main:574] : INFO : Epoch 1877 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 1248 ms [2021-02-07 05:47:30 main:574] : INFO : Epoch 1878 | loss: 0.0311807 | val_loss: 0.0311851 | Time: 1274.25 ms [2021-02-07 05:47:31 main:574] : INFO : Epoch 1879 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 1264.32 ms [2021-02-07 05:47:32 main:574] : INFO : Epoch 1880 | loss: 0.0311781 | val_loss: 0.0311851 | Time: 1248.04 ms [2021-02-07 05:47:34 main:574] : INFO : Epoch 1881 | loss: 0.0311783 | val_loss: 0.031187 | Time: 1250.31 ms [2021-02-07 05:47:35 main:574] : INFO : Epoch 1882 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 1254.06 ms [2021-02-07 05:47:36 main:574] : INFO : Epoch 1883 | loss: 0.0311797 | val_loss: 0.0311853 | Time: 1226.68 ms [2021-02-07 05:47:37 main:574] : INFO : Epoch 1884 | loss: 0.031609 | val_loss: 0.13398 | Time: 1265.68 ms [2021-02-07 05:47:39 main:574] : INFO : Epoch 1885 | loss: 0.0567923 | val_loss: 0.034123 | Time: 1246.13 ms [2021-02-07 05:47:40 main:574] : INFO : Epoch 1886 | loss: 0.0548733 | val_loss: 0.041454 | Time: 1253.08 ms [2021-02-07 05:47:41 main:574] : INFO : Epoch 1887 | loss: 0.03461 | val_loss: 0.0320271 | Time: 1248.24 ms [2021-02-07 05:47:42 main:574] : INFO : Epoch 1888 | loss: 0.0317909 | val_loss: 0.0313585 | Time: 1259.19 ms [2021-02-07 05:47:44 main:574] : INFO : Epoch 1889 | loss: 0.0313297 | val_loss: 0.0312689 | Time: 1257.99 ms [2021-02-07 05:47:45 main:574] : INFO : Epoch 1890 | loss: 0.0312484 | val_loss: 0.0312406 | Time: 1259.52 ms [2021-02-07 05:47:46 main:574] : INFO : Epoch 1891 | loss: 0.0312296 | val_loss: 0.0312256 | Time: 1254.23 ms [2021-02-07 05:47:47 main:574] : INFO : Epoch 1892 | loss: 0.0312223 | val_loss: 0.0312209 | Time: 1255.33 ms [2021-02-07 05:47:49 main:574] : INFO : Epoch 1893 | loss: 0.03122 | val_loss: 0.0312172 | Time: 1263.39 ms [2021-02-07 05:47:50 main:574] : INFO : Epoch 1894 | loss: 0.0312175 | val_loss: 0.0312153 | Time: 1240.43 ms [2021-02-07 05:47:51 main:574] : INFO : Epoch 1895 | loss: 0.0312171 | val_loss: 0.0312153 | Time: 1222.66 ms [2021-02-07 05:47:52 main:574] : INFO : Epoch 1896 | loss: 0.0312167 | val_loss: 0.0312145 | Time: 1234.73 ms [2021-02-07 05:47:54 main:574] : INFO : Epoch 1897 | loss: 0.0312114 | val_loss: 0.0312093 | Time: 1255.51 ms [2021-02-07 05:47:55 main:574] : INFO : Epoch 1898 | loss: 0.0312098 | val_loss: 0.031208 | Time: 1255.39 ms [2021-02-07 05:47:56 main:574] : INFO : Epoch 1899 | loss: 0.0312087 | val_loss: 0.0312069 | Time: 1243.46 ms [2021-02-07 05:47:57 main:574] : INFO : Epoch 1900 | loss: 0.0312062 | val_loss: 0.0312043 | Time: 1255.73 ms [2021-02-07 05:47:59 main:574] : INFO : Epoch 1901 | loss: 0.0312041 | val_loss: 0.0312033 | Time: 1253.94 ms [2021-02-07 05:48:00 main:574] : INFO : Epoch 1902 | loss: 0.0312031 | val_loss: 0.0312037 | Time: 1240.37 ms [2021-02-07 05:48:01 main:574] : INFO : Epoch 1903 | loss: 0.0312016 | val_loss: 0.0312029 | Time: 1261.04 ms [2021-02-07 05:48:03 main:574] : INFO : Epoch 1904 | loss: 0.0311999 | val_loss: 0.0312002 | Time: 1249.11 ms [2021-02-07 05:48:04 main:574] : INFO : Epoch 1905 | loss: 0.0312017 | val_loss: 0.0312037 | Time: 1240.08 ms [2021-02-07 05:48:05 main:574] : INFO : Epoch 1906 | loss: 0.0311992 | val_loss: 0.0312049 | Time: 1251.04 ms [2021-02-07 05:48:06 main:574] : INFO : Epoch 1907 | loss: 0.0312005 | val_loss: 0.0311992 | Time: 1225.89 ms [2021-02-07 05:48:08 main:574] : INFO : Epoch 1908 | loss: 0.0311976 | val_loss: 0.031199 | Time: 1261.7 ms [2021-02-07 05:48:09 main:574] : INFO : Epoch 1909 | loss: 0.0311975 | val_loss: 0.0312003 | Time: 1235.48 ms [2021-02-07 05:48:10 main:574] : INFO : Epoch 1910 | loss: 0.0312008 | val_loss: 0.0311985 | Time: 1246.95 ms [2021-02-07 05:48:11 main:574] : INFO : Epoch 1911 | loss: 0.0312011 | val_loss: 0.0312066 | Time: 1243.45 ms [2021-02-07 05:48:13 main:574] : INFO : Epoch 1912 | loss: 0.0312001 | val_loss: 0.0312001 | Time: 1252.52 ms [2021-02-07 05:48:14 main:574] : INFO : Epoch 1913 | loss: 0.0311984 | val_loss: 0.0311979 | Time: 1260.35 ms [2021-02-07 05:48:15 main:574] : INFO : Epoch 1914 | loss: 0.0311961 | val_loss: 0.0311995 | Time: 1236.68 ms [2021-02-07 05:48:16 main:574] : INFO : Epoch 1915 | loss: 0.0311953 | val_loss: 0.0311966 | Time: 1264.87 ms [2021-02-07 05:48:18 main:574] : INFO : Epoch 1916 | loss: 0.0311946 | val_loss: 0.0311965 | Time: 1253.16 ms [2021-02-07 05:48:19 main:574] : INFO : Epoch 1917 | loss: 0.0311948 | val_loss: 0.0311963 | Time: 1248.8 ms [2021-02-07 05:48:20 main:574] : INFO : Epoch 1918 | loss: 0.0311966 | val_loss: 0.0312033 | Time: 1251.13 ms [2021-02-07 05:48:21 main:574] : INFO : Epoch 1919 | loss: 0.0311962 | val_loss: 0.0311971 | Time: 1243.8 ms [2021-02-07 05:48:23 main:574] : INFO : Epoch 1920 | loss: 0.0311962 | val_loss: 0.0311958 | Time: 1260.59 ms [2021-02-07 05:48:24 main:574] : INFO : Epoch 1921 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 1250.36 ms [2021-02-07 05:48:25 main:574] : INFO : Epoch 1922 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 1243.84 ms [2021-02-07 05:48:26 main:574] : INFO : Epoch 1923 | loss: 0.031195 | val_loss: 0.0311951 | Time: 1248.68 ms [2021-02-07 05:48:28 main:574] : INFO : Epoch 1924 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 1253.99 ms [2021-02-07 05:48:29 main:574] : INFO : Epoch 1925 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 1249.93 ms [2021-02-07 05:48:30 main:574] : INFO : Epoch 1926 | loss: 0.0311939 | val_loss: 0.0311958 | Time: 1265.88 ms [2021-02-07 05:48:31 main:574] : INFO : Epoch 1927 | loss: 0.0312004 | val_loss: 0.0311932 | Time: 1269.04 ms [2021-02-07 05:48:33 main:574] : INFO : Epoch 1928 | loss: 0.0311955 | val_loss: 0.0311923 | Time: 1251.43 ms [2021-02-07 05:48:34 main:574] : INFO : Epoch 1929 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 1227.54 ms [2021-02-07 05:48:35 main:574] : INFO : Epoch 1930 | loss: 0.0311889 | val_loss: 0.0311886 | Time: 1242.06 ms [2021-02-07 05:48:36 main:574] : INFO : Epoch 1931 | loss: 0.0311872 | val_loss: 0.0311887 | Time: 1247.23 ms [2021-02-07 05:48:38 main:574] : INFO : Epoch 1932 | loss: 0.0311881 | val_loss: 0.0311915 | Time: 1254 ms [2021-02-07 05:48:39 main:574] : INFO : Epoch 1933 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 1250.56 ms [2021-02-07 05:48:40 main:574] : INFO : Epoch 1934 | loss: 0.0311868 | val_loss: 0.0311878 | Time: 1257.63 ms [2021-02-07 05:48:41 main:574] : INFO : Epoch 1935 | loss: 0.0311884 | val_loss: 0.0311898 | Time: 1272.05 ms [2021-02-07 05:48:43 main:574] : INFO : Epoch 1936 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 1253.35 ms [2021-02-07 05:48:44 main:574] : INFO : Epoch 1937 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 1248.16 ms [2021-02-07 05:48:45 main:574] : INFO : Epoch 1938 | loss: 0.0311858 | val_loss: 0.0311884 | Time: 1255.01 ms [2021-02-07 05:48:46 main:574] : INFO : Epoch 1939 | loss: 0.0311863 | val_loss: 0.0311885 | Time: 1263.5 ms [2021-02-07 05:48:48 main:574] : INFO : Epoch 1940 | loss: 0.031187 | val_loss: 0.0311916 | Time: 1251.35 ms [2021-02-07 05:48:49 main:574] : INFO : Epoch 1941 | loss: 0.0311869 | val_loss: 0.031194 | Time: 1265.43 ms [2021-02-07 05:48:50 main:574] : INFO : Epoch 1942 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 1265.08 ms [2021-02-07 05:48:52 main:574] : INFO : Epoch 1943 | loss: 0.0311854 | val_loss: 0.0311878 | Time: 1261.15 ms [2021-02-07 05:48:53 main:574] : INFO : Epoch 1944 | loss: 0.031187 | val_loss: 0.0311889 | Time: 1267.41 ms [2021-02-07 05:48:54 main:574] : INFO : Epoch 1945 | loss: 0.0311862 | val_loss: 0.0311877 | Time: 1268.62 ms [2021-02-07 05:48:55 main:574] : INFO : Epoch 1946 | loss: 0.0311874 | val_loss: 0.0311873 | Time: 1276.86 ms [2021-02-07 05:48:57 main:574] : INFO : Epoch 1947 | loss: 0.031186 | val_loss: 0.031187 | Time: 1278.04 ms [2021-02-07 05:48:58 main:574] : INFO : Epoch 1948 | loss: 0.0311869 | val_loss: 0.0311908 | Time: 1234.44 ms [2021-02-07 05:48:59 main:574] : INFO : Epoch 1949 | loss: 0.0311892 | val_loss: 0.0311948 | Time: 1254.41 ms [2021-02-07 05:49:00 main:574] : INFO : Epoch 1950 | loss: 0.0311877 | val_loss: 0.0311866 | Time: 1242.71 ms [2021-02-07 05:49:02 main:574] : INFO : Epoch 1951 | loss: 0.0311865 | val_loss: 0.0311872 | Time: 1252.47 ms [2021-02-07 05:49:03 main:574] : INFO : Epoch 1952 | loss: 0.0311843 | val_loss: 0.0311865 | Time: 1256.31 ms [2021-02-07 05:49:04 main:574] : INFO : Epoch 1953 | loss: 0.0311847 | val_loss: 0.0311868 | Time: 1258.77 ms [2021-02-07 05:49:05 main:574] : INFO : Epoch 1954 | loss: 0.0311845 | val_loss: 0.0311866 | Time: 1246.02 ms [2021-02-07 05:49:07 main:574] : INFO : Epoch 1955 | loss: 0.0311846 | val_loss: 0.0311865 | Time: 1272.62 ms [2021-02-07 05:49:08 main:574] : INFO : Epoch 1956 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 1248.91 ms [2021-02-07 05:49:09 main:574] : INFO : Epoch 1957 | loss: 0.0311867 | val_loss: 0.0311942 | Time: 1237.3 ms [2021-02-07 05:49:11 main:574] : INFO : Epoch 1958 | loss: 0.0311857 | val_loss: 0.0311866 | Time: 1251.17 ms [2021-02-07 05:49:12 main:574] : INFO : Epoch 1959 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 1255.52 ms [2021-02-07 05:49:13 main:574] : INFO : Epoch 1960 | loss: 0.0311841 | val_loss: 0.0311909 | Time: 1241.22 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2070) [2021-02-07 06:44:00 main:435] : INFO : Set logging level to 1 [2021-02-07 06:44:00 main:441] : INFO : Running in BOINC Client mode [2021-02-07 06:44:00 main:444] : INFO : Resolving all filenames [2021-02-07 06:44:00 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-02-07 06:44:00 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265048-8648-6_2_r1686192905_1 (exists = 1) [2021-02-07 06:44:00 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265048-8648-6_2_r1686192905_0 (exists = 0) [2021-02-07 06:44:00 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265048-8648-6 (exists = 1) [2021-02-07 06:44:00 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-02-07 06:44:00 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-02-07 06:44:00 main:474] : INFO : Configuration: [2021-02-07 06:44:00 main:475] : INFO : Model type: GRU [2021-02-07 06:44:00 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-02-07 06:44:00 main:477] : INFO : Max Epochs: 2048 [2021-02-07 06:44:00 main:478] : INFO : Batch Size: 128 [2021-02-07 06:44:00 main:479] : INFO : Learning Rate: 0.01 [2021-02-07 06:44:00 main:480] : INFO : Patience: 10 [2021-02-07 06:44:00 main:481] : INFO : Hidden Width: 12 [2021-02-07 06:44:00 main:482] : INFO : # Recurrent Layers: 4 [2021-02-07 06:44:00 main:483] : INFO : # Backend Layers: 4 [2021-02-07 06:44:00 main:484] : INFO : # Threads: 1 [2021-02-07 06:44:00 main:486] : INFO : Preparing Dataset [2021-02-07 06:44:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-07 06:44:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-07 06:44:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-02-07 06:44:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-07 06:44:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-07 06:44:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-02-07 06:44:03 main:494] : INFO : Creating Model [2021-02-07 06:44:03 main:507] : INFO : Preparing config file [2021-02-07 06:44:03 main:511] : INFO : Found checkpoint, attempting to load... [2021-02-07 06:44:03 main:512] : INFO : Loading config [2021-02-07 06:44:03 main:514] : INFO : Loading state [2021-02-07 06:44:05 main:559] : INFO : Loading DataLoader into Memory [2021-02-07 06:44:05 main:562] : INFO : Starting Training [2021-02-07 06:44:07 main:574] : INFO : Epoch 1910 | loss: 0.0372087 | val_loss: 0.0313877 | Time: 1891.38 ms [2021-02-07 06:44:08 main:574] : INFO : Epoch 1911 | loss: 0.031785 | val_loss: 0.0315306 | Time: 1243.9 ms [2021-02-07 06:44:10 main:574] : INFO : Epoch 1912 | loss: 0.0313638 | val_loss: 0.0313055 | Time: 1250.2 ms [2021-02-07 06:44:11 main:574] : INFO : Epoch 1913 | loss: 0.0312638 | val_loss: 0.0312533 | Time: 1235.89 ms [2021-02-07 06:44:12 main:574] : INFO : Epoch 1914 | loss: 0.0312411 | val_loss: 0.0312347 | Time: 1241.07 ms [2021-02-07 06:44:13 main:574] : INFO : Epoch 1915 | loss: 0.0312272 | val_loss: 0.031221 | Time: 1246.72 ms [2021-02-07 06:44:15 main:574] : INFO : Epoch 1916 | loss: 0.0312164 | val_loss: 0.0312107 | Time: 1243.29 ms [2021-02-07 06:44:16 main:574] : INFO : Epoch 1917 | loss: 0.031204 | val_loss: 0.0311981 | Time: 1236.42 ms [2021-02-07 06:44:17 main:574] : INFO : Epoch 1918 | loss: 0.0311958 | val_loss: 0.0311957 | Time: 1238.82 ms [2021-02-07 06:44:18 main:574] : INFO : Epoch 1919 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 1234.59 ms [2021-02-07 06:44:20 main:574] : INFO : Epoch 1920 | loss: 0.0311888 | val_loss: 0.0311899 | Time: 1237.59 ms [2021-02-07 06:44:21 main:574] : INFO : Epoch 1921 | loss: 0.0311868 | val_loss: 0.0311908 | Time: 1254.61 ms [2021-02-07 06:44:22 main:574] : INFO : Epoch 1922 | loss: 0.0311868 | val_loss: 0.0311867 | Time: 1252.75 ms [2021-02-07 06:44:23 main:574] : INFO : Epoch 1923 | loss: 0.0311855 | val_loss: 0.0311841 | Time: 1258.47 ms [2021-02-07 06:44:25 main:574] : INFO : Epoch 1924 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 1252.82 ms [2021-02-07 06:44:26 main:574] : INFO : Epoch 1925 | loss: 0.0311854 | val_loss: 0.0311854 | Time: 1256.93 ms [2021-02-07 06:44:27 main:574] : INFO : Epoch 1926 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 1258.07 ms [2021-02-07 06:44:28 main:574] : INFO : Epoch 1927 | loss: 0.0311819 | val_loss: 0.0311836 | Time: 1248.13 ms [2021-02-07 06:44:30 main:574] : INFO : Epoch 1928 | loss: 0.0311815 | val_loss: 0.0311827 | Time: 1264.72 ms [2021-02-07 06:44:31 main:574] : INFO : Epoch 1929 | loss: 0.0311815 | val_loss: 0.0311832 | Time: 1266.56 ms [2021-02-07 06:44:32 main:574] : INFO : Epoch 1930 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 1262.92 ms [2021-02-07 06:44:34 main:574] : INFO : Epoch 1931 | loss: 0.0311798 | val_loss: 0.03118 | Time: 1253.96 ms [2021-02-07 06:44:35 main:574] : INFO : Epoch 1932 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 1262.9 ms [2021-02-07 06:44:36 main:574] : INFO : Epoch 1933 | loss: 0.0311787 | val_loss: 0.0311796 | Time: 1255.18 ms [2021-02-07 06:44:37 main:574] : INFO : Epoch 1934 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 1242.89 ms [2021-02-07 06:44:39 main:574] : INFO : Epoch 1935 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 1270.06 ms [2021-02-07 06:44:40 main:574] : INFO : Epoch 1936 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 1241.77 ms [2021-02-07 06:44:41 main:574] : INFO : Epoch 1937 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 1263.34 ms [2021-02-07 06:44:42 main:574] : INFO : Epoch 1938 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 1259.63 ms [2021-02-07 06:44:44 main:574] : INFO : Epoch 1939 | loss: 0.0311812 | val_loss: 0.0311835 | Time: 1254.28 ms [2021-02-07 06:44:45 main:574] : INFO : Epoch 1940 | loss: 0.031184 | val_loss: 0.0311854 | Time: 1255.49 ms [2021-02-07 06:44:46 main:574] : INFO : Epoch 1941 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 1252.73 ms [2021-02-07 06:44:47 main:574] : INFO : Epoch 1942 | loss: 0.0311831 | val_loss: 0.0311863 | Time: 1253.53 ms [2021-02-07 06:44:49 main:574] : INFO : Epoch 1943 | loss: 0.0311832 | val_loss: 0.0311824 | Time: 1260.33 ms [2021-02-07 06:44:50 main:574] : INFO : Epoch 1944 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 1258.64 ms [2021-02-07 06:44:51 main:574] : INFO : Epoch 1945 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 1267.36 ms [2021-02-07 06:44:52 main:574] : INFO : Epoch 1946 | loss: 0.0311824 | val_loss: 0.0311811 | Time: 1244.94 ms [2021-02-07 06:44:54 main:574] : INFO : Epoch 1947 | loss: 0.0311804 | val_loss: 0.0311785 | Time: 1274.93 ms [2021-02-07 06:44:55 main:574] : INFO : Epoch 1948 | loss: 0.0311807 | val_loss: 0.0311794 | Time: 1261.98 ms [2021-02-07 06:44:56 main:574] : INFO : Epoch 1949 | loss: 0.0311819 | val_loss: 0.0311818 | Time: 1261.13 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2070) [2021-02-07 07:57:17 main:435] : INFO : Set logging level to 1 [2021-02-07 07:57:17 main:441] : INFO : Running in BOINC Client mode [2021-02-07 07:57:17 main:444] : INFO : Resolving all filenames [2021-02-07 07:57:17 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-02-07 07:57:17 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265048-8648-6_2_r1686192905_1 (exists = 1) [2021-02-07 07:57:17 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265048-8648-6_2_r1686192905_0 (exists = 0) [2021-02-07 07:57:17 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265048-8648-6 (exists = 1) [2021-02-07 07:57:17 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-02-07 07:57:17 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-02-07 07:57:17 main:474] : INFO : Configuration: [2021-02-07 07:57:17 main:475] : INFO : Model type: GRU [2021-02-07 07:57:17 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-02-07 07:57:17 main:477] : INFO : Max Epochs: 2048 [2021-02-07 07:57:17 main:478] : INFO : Batch Size: 128 [2021-02-07 07:57:17 main:479] : INFO : Learning Rate: 0.01 [2021-02-07 07:57:17 main:480] : INFO : Patience: 10 [2021-02-07 07:57:17 main:481] : INFO : Hidden Width: 12 [2021-02-07 07:57:17 main:482] : INFO : # Recurrent Layers: 4 [2021-02-07 07:57:17 main:483] : INFO : # Backend Layers: 4 [2021-02-07 07:57:17 main:484] : INFO : # Threads: 1 [2021-02-07 07:57:17 main:486] : INFO : Preparing Dataset [2021-02-07 07:57:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-07 07:57:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-07 07:57:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-02-07 07:57:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-07 07:57:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-07 07:57:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-02-07 07:57:20 main:494] : INFO : Creating Model [2021-02-07 07:57:20 main:507] : INFO : Preparing config file [2021-02-07 07:57:20 main:511] : INFO : Found checkpoint, attempting to load... [2021-02-07 07:57:20 main:512] : INFO : Loading config [2021-02-07 07:57:20 main:514] : INFO : Loading state [2021-02-07 07:57:22 main:559] : INFO : Loading DataLoader into Memory [2021-02-07 07:57:22 main:562] : INFO : Starting Training [2021-02-07 07:57:24 main:574] : INFO : Epoch 1910 | loss: 0.0374312 | val_loss: 0.0313204 | Time: 1904.2 ms [2021-02-07 07:57:25 main:574] : INFO : Epoch 1911 | loss: 0.0316527 | val_loss: 0.0313024 | Time: 1279.99 ms [2021-02-07 07:57:27 main:574] : INFO : Epoch 1912 | loss: 0.0313454 | val_loss: 0.0312637 | Time: 1253.45 ms [2021-02-07 07:57:28 main:574] : INFO : Epoch 1913 | loss: 0.0312692 | val_loss: 0.031254 | Time: 1256.56 ms [2021-02-07 07:57:29 main:574] : INFO : Epoch 1914 | loss: 0.0312543 | val_loss: 0.0312518 | Time: 1270.95 ms [2021-02-07 07:57:30 main:574] : INFO : Epoch 1915 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1273.9 ms [2021-02-07 07:57:32 main:574] : INFO : Epoch 1916 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1266.88 ms [2021-02-07 07:57:33 main:574] : INFO : Epoch 1917 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1256.55 ms [2021-02-07 07:57:34 main:574] : INFO : Epoch 1918 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1264.27 ms [2021-02-07 07:57:36 main:574] : INFO : Epoch 1919 | loss: 0.0312429 | val_loss: 0.0312407 | Time: 1261.26 ms [2021-02-07 07:57:37 main:574] : INFO : Epoch 1920 | loss: 0.0312361 | val_loss: 0.0312301 | Time: 1261.48 ms [2021-02-07 07:57:38 main:574] : INFO : Epoch 1921 | loss: 0.0312226 | val_loss: 0.0312164 | Time: 1268.82 ms [2021-02-07 07:57:39 main:574] : INFO : Epoch 1922 | loss: 0.0312055 | val_loss: 0.0311982 | Time: 1292.33 ms [2021-02-07 07:57:41 main:574] : INFO : Epoch 1923 | loss: 0.0311941 | val_loss: 0.0311899 | Time: 1253.72 ms [2021-02-07 07:57:42 main:574] : INFO : Epoch 1924 | loss: 0.0311891 | val_loss: 0.0311881 | Time: 1281.94 ms [2021-02-07 07:57:43 main:574] : INFO : Epoch 1925 | loss: 0.0311881 | val_loss: 0.0311906 | Time: 1277.98 ms [2021-02-07 07:57:44 main:574] : INFO : Epoch 1926 | loss: 0.0311887 | val_loss: 0.03119 | Time: 1270.52 ms [2021-02-07 07:57:46 main:574] : INFO : Epoch 1927 | loss: 0.0311878 | val_loss: 0.0311872 | Time: 1249.1 ms [2021-02-07 07:57:47 main:574] : INFO : Epoch 1928 | loss: 0.031187 | val_loss: 0.0311867 | Time: 1255.65 ms [2021-02-07 07:57:48 main:574] : INFO : Epoch 1929 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 1290.27 ms [2021-02-07 07:57:50 main:574] : INFO : Epoch 1930 | loss: 0.0311841 | val_loss: 0.0311846 | Time: 1262.25 ms [2021-02-07 07:57:51 main:574] : INFO : Epoch 1931 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 1272.45 ms [2021-02-07 07:57:52 main:574] : INFO : Epoch 1932 | loss: 0.0311832 | val_loss: 0.0311839 | Time: 1274.3 ms [2021-02-07 07:57:53 main:574] : INFO : Epoch 1933 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 1283.5 ms [2021-02-07 07:57:55 main:574] : INFO : Epoch 1934 | loss: 0.0311838 | val_loss: 0.0311838 | Time: 1273.35 ms [2021-02-07 07:57:56 main:574] : INFO : Epoch 1935 | loss: 0.0311837 | val_loss: 0.0311832 | Time: 1269.1 ms [2021-02-07 07:57:57 main:574] : INFO : Epoch 1936 | loss: 0.0311827 | val_loss: 0.0311821 | Time: 1287.32 ms [2021-02-07 07:57:59 main:574] : INFO : Epoch 1937 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 1278.46 ms [2021-02-07 07:58:00 main:574] : INFO : Epoch 1938 | loss: 0.0311837 | val_loss: 0.031183 | Time: 1288.9 ms [2021-02-07 07:58:01 main:574] : INFO : Epoch 1939 | loss: 0.031183 | val_loss: 0.0311834 | Time: 1259.25 ms [2021-02-07 07:58:02 main:574] : INFO : Epoch 1940 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 1288.5 ms [2021-02-07 07:58:04 main:574] : INFO : Epoch 1941 | loss: 0.0311829 | val_loss: 0.0311828 | Time: 1271.18 ms [2021-02-07 07:58:05 main:574] : INFO : Epoch 1942 | loss: 0.0311821 | val_loss: 0.0311814 | Time: 1271.93 ms [2021-02-07 07:58:06 main:574] : INFO : Epoch 1943 | loss: 0.0311824 | val_loss: 0.0311811 | Time: 1284.81 ms [2021-02-07 07:58:07 main:574] : INFO : Epoch 1944 | loss: 0.0311829 | val_loss: 0.0311816 | Time: 1262.56 ms [2021-02-07 07:58:09 main:574] : INFO : Epoch 1945 | loss: 0.0311817 | val_loss: 0.0311819 | Time: 1267.39 ms [2021-02-07 07:58:10 main:574] : INFO : Epoch 1946 | loss: 0.031183 | val_loss: 0.0311829 | Time: 1248.22 ms [2021-02-07 07:58:11 main:574] : INFO : Epoch 1947 | loss: 0.0311817 | val_loss: 0.0311828 | Time: 1256.49 ms [2021-02-07 07:58:12 main:574] : INFO : Epoch 1948 | loss: 0.0311818 | val_loss: 0.0311819 | Time: 1251 ms [2021-02-07 07:58:14 main:574] : INFO : Epoch 1949 | loss: 0.0311812 | val_loss: 0.0311814 | Time: 1243.05 ms [2021-02-07 07:58:15 main:574] : INFO : Epoch 1950 | loss: 0.0311813 | val_loss: 0.0311821 | Time: 1257.32 ms [2021-02-07 07:58:16 main:574] : INFO : Epoch 1951 | loss: 0.0311805 | val_loss: 0.031182 | Time: 1271 ms [2021-02-07 07:58:18 main:574] : INFO : Epoch 1952 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 1308.54 ms [2021-02-07 07:58:19 main:574] : INFO : Epoch 1953 | loss: 0.0311799 | val_loss: 0.0311815 | Time: 1278.33 ms [2021-02-07 07:58:20 main:574] : INFO : Epoch 1954 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 1275.71 ms [2021-02-07 07:58:21 main:574] : INFO : Epoch 1955 | loss: 0.0311799 | val_loss: 0.0311829 | Time: 1282.12 ms [2021-02-07 07:58:23 main:574] : INFO : Epoch 1956 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 1267.07 ms [2021-02-07 07:58:24 main:574] : INFO : Epoch 1957 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 1268.75 ms [2021-02-07 07:58:25 main:574] : INFO : Epoch 1958 | loss: 0.0311802 | val_loss: 0.0311828 | Time: 1258.52 ms [2021-02-07 07:58:26 main:574] : INFO : Epoch 1959 | loss: 0.0311801 | val_loss: 0.0311813 | Time: 1250.9 ms [2021-02-07 07:58:28 main:574] : INFO : Epoch 1960 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 1275.56 ms [2021-02-07 07:58:29 main:574] : INFO : Epoch 1961 | loss: 0.0311846 | val_loss: 0.0311879 | Time: 1287.37 ms [2021-02-07 07:58:30 main:574] : INFO : Epoch 1962 | loss: 0.0311879 | val_loss: 0.0311884 | Time: 1266.2 ms [2021-02-07 07:58:32 main:574] : INFO : Epoch 1963 | loss: 0.0311871 | val_loss: 0.031188 | Time: 1277.79 ms [2021-02-07 07:58:33 main:574] : INFO : Epoch 1964 | loss: 0.0311856 | val_loss: 0.0311875 | Time: 1275.79 ms [2021-02-07 07:58:34 main:574] : INFO : Epoch 1965 | loss: 0.031185 | val_loss: 0.0311888 | Time: 1283.16 ms [2021-02-07 07:58:36 main:574] : INFO : Epoch 1966 | loss: 0.0311856 | val_loss: 0.0311874 | Time: 1288.88 ms [2021-02-07 07:58:37 main:574] : INFO : Epoch 1967 | loss: 0.0311846 | val_loss: 0.0311866 | Time: 1269.61 ms [2021-02-07 07:58:38 main:574] : INFO : Epoch 1968 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 1289.21 ms [2021-02-07 07:58:39 main:574] : INFO : Epoch 1969 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 1259.17 ms [2021-02-07 07:58:41 main:574] : INFO : Epoch 1970 | loss: 0.0311833 | val_loss: 0.0311861 | Time: 1272.35 ms [2021-02-07 07:58:42 main:574] : INFO : Epoch 1971 | loss: 0.0311827 | val_loss: 0.0311857 | Time: 1285.78 ms [2021-02-07 07:58:43 main:574] : INFO : Epoch 1972 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 1261.38 ms [2021-02-07 07:58:44 main:574] : INFO : Epoch 1973 | loss: 0.0311827 | val_loss: 0.0311864 | Time: 1278.39 ms [2021-02-07 07:58:46 main:574] : INFO : Epoch 1974 | loss: 0.0311828 | val_loss: 0.0311887 | Time: 1266.89 ms [2021-02-07 07:58:47 main:574] : INFO : Epoch 1975 | loss: 0.0311846 | val_loss: 0.0311893 | Time: 1283.09 ms [2021-02-07 07:58:48 main:574] : INFO : Epoch 1976 | loss: 0.0311834 | val_loss: 0.031188 | Time: 1278.2 ms [2021-02-07 07:58:50 main:574] : INFO : Epoch 1977 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 1259.01 ms [2021-02-07 07:58:51 main:574] : INFO : Epoch 1978 | loss: 0.0311818 | val_loss: 0.0311846 | Time: 1272.42 ms [2021-02-07 07:58:52 main:574] : INFO : Epoch 1979 | loss: 0.0311813 | val_loss: 0.0311851 | Time: 1283.92 ms [2021-02-07 07:58:53 main:574] : INFO : Epoch 1980 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 1258.44 ms [2021-02-07 07:58:55 main:574] : INFO : Epoch 1981 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 1293.6 ms [2021-02-07 07:58:56 main:574] : INFO : Epoch 1982 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 1269.82 ms [2021-02-07 07:58:57 main:574] : INFO : Epoch 1983 | loss: 0.0311809 | val_loss: 0.0311846 | Time: 1274.43 ms [2021-02-07 07:58:59 main:574] : INFO : Epoch 1984 | loss: 0.0311819 | val_loss: 0.0311849 | Time: 1261.49 ms [2021-02-07 07:59:00 main:574] : INFO : Epoch 1985 | loss: 0.0311815 | val_loss: 0.0311839 | Time: 1292 ms [2021-02-07 07:59:01 main:574] : INFO : Epoch 1986 | loss: 0.0311811 | val_loss: 0.031185 | Time: 1253.14 ms [2021-02-07 07:59:02 main:574] : INFO : Epoch 1987 | loss: 0.0311805 | val_loss: 0.0311839 | Time: 1274 ms [2021-02-07 07:59:04 main:574] : INFO : Epoch 1988 | loss: 0.0311805 | val_loss: 0.0311841 | Time: 1281.65 ms [2021-02-07 07:59:05 main:574] : INFO : Epoch 1989 | loss: 0.0311803 | val_loss: 0.0311844 | Time: 1282.32 ms [2021-02-07 07:59:06 main:574] : INFO : Epoch 1990 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 1264.04 ms [2021-02-07 07:59:07 main:574] : INFO : Epoch 1991 | loss: 0.0311804 | val_loss: 0.0311839 | Time: 1252.95 ms [2021-02-07 07:59:09 main:574] : INFO : Epoch 1992 | loss: 0.0311798 | val_loss: 0.0311847 | Time: 1274.03 ms [2021-02-07 07:59:10 main:574] : INFO : Epoch 1993 | loss: 0.0311804 | val_loss: 0.0311856 | Time: 1256.81 ms [2021-02-07 07:59:11 main:574] : INFO : Epoch 1994 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 1296.18 ms [2021-02-07 07:59:13 main:574] : INFO : Epoch 1995 | loss: 0.0311796 | val_loss: 0.0311845 | Time: 1266.19 ms [2021-02-07 07:59:14 main:574] : INFO : Epoch 1996 | loss: 0.0311798 | val_loss: 0.0311856 | Time: 1260.88 ms [2021-02-07 07:59:15 main:574] : INFO : Epoch 1997 | loss: 0.0311806 | val_loss: 0.0311871 | Time: 1280.86 ms [2021-02-07 07:59:16 main:574] : INFO : Epoch 1998 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 1268.65 ms [2021-02-07 07:59:18 main:574] : INFO : Epoch 1999 | loss: 0.0311812 | val_loss: 0.031187 | Time: 1264.82 ms [2021-02-07 07:59:19 main:574] : INFO : Epoch 2000 | loss: 0.0311799 | val_loss: 0.0311855 | Time: 1247.55 ms [2021-02-07 07:59:20 main:574] : INFO : Epoch 2001 | loss: 0.0311797 | val_loss: 0.0311853 | Time: 1264.89 ms [2021-02-07 07:59:21 main:574] : INFO : Epoch 2002 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 1281.29 ms [2021-02-07 07:59:23 main:574] : INFO : Epoch 2003 | loss: 0.03118 | val_loss: 0.0311856 | Time: 1267.95 ms [2021-02-07 07:59:24 main:574] : INFO : Epoch 2004 | loss: 0.0311793 | val_loss: 0.0311861 | Time: 1275.6 ms [2021-02-07 07:59:25 main:574] : INFO : Epoch 2005 | loss: 0.0311793 | val_loss: 0.0311862 | Time: 1253.17 ms [2021-02-07 07:59:27 main:574] : INFO : Epoch 2006 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 1257.35 ms [2021-02-07 07:59:28 main:574] : INFO : Epoch 2007 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 1271.65 ms [2021-02-07 07:59:29 main:574] : INFO : Epoch 2008 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 1248.54 ms [2021-02-07 07:59:30 main:574] : INFO : Epoch 2009 | loss: 0.0311808 | val_loss: 0.0311879 | Time: 1245.75 ms [2021-02-07 07:59:32 main:574] : INFO : Epoch 2010 | loss: 0.0311793 | val_loss: 0.0311871 | Time: 1280.37 ms [2021-02-07 07:59:33 main:574] : INFO : Epoch 2011 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 1285.44 ms [2021-02-07 07:59:34 main:574] : INFO : Epoch 2012 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 1289.24 ms [2021-02-07 07:59:35 main:574] : INFO : Epoch 2013 | loss: 0.0311789 | val_loss: 0.0311856 | Time: 1253.74 ms [2021-02-07 07:59:37 main:574] : INFO : Epoch 2014 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 1291.72 ms [2021-02-07 07:59:38 main:574] : INFO : Epoch 2015 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 1263.01 ms [2021-02-07 07:59:39 main:574] : INFO : Epoch 2016 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 1268.19 ms [2021-02-07 07:59:41 main:574] : INFO : Epoch 2017 | loss: 0.0311782 | val_loss: 0.0311852 | Time: 1278.75 ms [2021-02-07 07:59:42 main:574] : INFO : Epoch 2018 | loss: 0.0311788 | val_loss: 0.0311868 | Time: 1272.27 ms [2021-02-07 07:59:43 main:574] : INFO : Epoch 2019 | loss: 0.0311788 | val_loss: 0.0311861 | Time: 1268.14 ms [2021-02-07 07:59:44 main:574] : INFO : Epoch 2020 | loss: 0.0311803 | val_loss: 0.0311871 | Time: 1270.28 ms [2021-02-07 07:59:46 main:574] : INFO : Epoch 2021 | loss: 0.0311825 | val_loss: 0.031188 | Time: 1266.12 ms [2021-02-07 07:59:47 main:574] : INFO : Epoch 2022 | loss: 0.0311822 | val_loss: 0.0311877 | Time: 1297.9 ms [2021-02-07 07:59:48 main:574] : INFO : Epoch 2023 | loss: 0.0311827 | val_loss: 0.0311893 | Time: 1286.85 ms [2021-02-07 07:59:50 main:574] : INFO : Epoch 2024 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 1281.12 ms [2021-02-07 07:59:51 main:574] : INFO : Epoch 2025 | loss: 0.0311813 | val_loss: 0.0311868 | Time: 1275.92 ms [2021-02-07 07:59:52 main:574] : INFO : Epoch 2026 | loss: 0.0311807 | val_loss: 0.0311869 | Time: 1265.17 ms [2021-02-07 07:59:53 main:574] : INFO : Epoch 2027 | loss: 0.031181 | val_loss: 0.0311874 | Time: 1268.12 ms [2021-02-07 07:59:55 main:574] : INFO : Epoch 2028 | loss: 0.0311806 | val_loss: 0.0311868 | Time: 1273.31 ms [2021-02-07 07:59:56 main:574] : INFO : Epoch 2029 | loss: 0.0311809 | val_loss: 0.0311854 | Time: 1269.44 ms [2021-02-07 07:59:57 main:574] : INFO : Epoch 2030 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 1271.89 ms [2021-02-07 07:59:58 main:574] : INFO : Epoch 2031 | loss: 0.0311797 | val_loss: 0.0311856 | Time: 1277.47 ms [2021-02-07 08:00:00 main:574] : INFO : Epoch 2032 | loss: 0.031179 | val_loss: 0.0311854 | Time: 1277.6 ms [2021-02-07 08:00:01 main:574] : INFO : Epoch 2033 | loss: 0.031179 | val_loss: 0.0311862 | Time: 1250.78 ms [2021-02-07 08:00:02 main:574] : INFO : Epoch 2034 | loss: 0.0311795 | val_loss: 0.0311915 | Time: 1268.84 ms [2021-02-07 08:00:04 main:574] : INFO : Epoch 2035 | loss: 0.0311824 | val_loss: 0.0311872 | Time: 1268.2 ms [2021-02-07 08:00:05 main:574] : INFO : Epoch 2036 | loss: 0.0311814 | val_loss: 0.0311849 | Time: 1286.57 ms [2021-02-07 08:00:06 main:574] : INFO : Epoch 2037 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 1257.17 ms [2021-02-07 08:00:07 main:574] : INFO : Epoch 2038 | loss: 0.0311811 | val_loss: 0.031185 | Time: 1253.22 ms [2021-02-07 08:00:09 main:574] : INFO : Epoch 2039 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 1267.04 ms [2021-02-07 08:00:10 main:574] : INFO : Epoch 2040 | loss: 0.0311807 | val_loss: 0.0311842 | Time: 1257.77 ms [2021-02-07 08:00:11 main:574] : INFO : Epoch 2041 | loss: 0.0311821 | val_loss: 0.031186 | Time: 1280.08 ms [2021-02-07 08:00:12 main:574] : INFO : Epoch 2042 | loss: 0.0311817 | val_loss: 0.0311873 | Time: 1291.47 ms [2021-02-07 08:00:14 main:574] : INFO : Epoch 2043 | loss: 0.031181 | val_loss: 0.0311861 | Time: 1265.15 ms [2021-02-07 08:00:15 main:574] : INFO : Epoch 2044 | loss: 0.0311808 | val_loss: 0.031186 | Time: 1250.71 ms [2021-02-07 08:00:16 main:574] : INFO : Epoch 2045 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 1260.1 ms [2021-02-07 08:00:18 main:574] : INFO : Epoch 2046 | loss: 0.0311818 | val_loss: 0.031185 | Time: 1293.08 ms [2021-02-07 08:00:19 main:574] : INFO : Epoch 2047 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 1269.9 ms [2021-02-07 08:00:20 main:574] : INFO : Epoch 2048 | loss: 0.0311802 | val_loss: 0.0311859 | Time: 1279.84 ms [2021-02-07 08:00:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311859 [2021-02-07 08:00:20 main:603] : INFO : Saving end state to config to file [2021-02-07 08:00:20 main:608] : INFO : Success, exiting.. 08:00:20 (5920): 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)