Task 12955434
| Name | ParityModified-1647041627-17183-0_0 |
| Workunit | 10087744 |
| Created | 11 Mar 2022, 23:33:52 UTC |
| Sent | 13 Mar 2022, 9:15:53 UTC |
| Report deadline | 21 Mar 2022, 9:15:53 UTC |
| Received | 16 Mar 2022, 20:51:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14544 |
| Run time | 1 hours 4 min 55 sec |
| CPU time | 1 hours 4 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,199.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1699 | loss: 0.0311022 | val_loss: 0.0311883 | Time: 1952.57 ms [2022-03-15 18:24:48 main:574] : INFO : Epoch 1700 | loss: 0.0310967 | val_loss: 0.0311964 | Time: 1954.47 ms [2022-03-15 18:24:50 main:574] : INFO : Epoch 1701 | loss: 0.0310973 | val_loss: 0.0311861 | Time: 1928.47 ms [2022-03-15 18:24:52 main:574] : INFO : Epoch 1702 | loss: 0.0310981 | val_loss: 0.0311924 | Time: 1976.18 ms [2022-03-15 18:24:54 main:574] : INFO : Epoch 1703 | loss: 0.0310939 | val_loss: 0.031196 | Time: 1935.32 ms [2022-03-15 18:24:56 main:574] : INFO : Epoch 1704 | loss: 0.0310909 | val_loss: 0.0311866 | Time: 1949.75 ms [2022-03-15 18:24:58 main:574] : INFO : Epoch 1705 | loss: 0.0310933 | val_loss: 0.0311933 | Time: 1924.55 ms [2022-03-15 18:25:00 main:574] : INFO : Epoch 1706 | loss: 0.0310922 | val_loss: 0.0312061 | Time: 1950.07 ms [2022-03-15 18:25:02 main:574] : INFO : Epoch 1707 | loss: 0.0310924 | val_loss: 0.0311913 | Time: 1964.94 ms [2022-03-15 18:25:04 main:574] : INFO : Epoch 1708 | loss: 0.0310903 | val_loss: 0.0311982 | Time: 2002.32 ms [2022-03-15 18:25:06 main:574] : INFO : Epoch 1709 | loss: 0.0310895 | val_loss: 0.031196 | Time: 1975.06 ms [2022-03-15 18:25:08 main:574] : INFO : Epoch 1710 | loss: 0.0310868 | val_loss: 0.0311929 | Time: 1970.22 ms [2022-03-15 18:25:10 main:574] : INFO : Epoch 1711 | loss: 0.0310909 | val_loss: 0.0312005 | Time: 1948.36 ms [2022-03-15 18:25:12 main:574] : INFO : Epoch 1712 | loss: 0.0310901 | val_loss: 0.0312046 | Time: 1924.1 ms [2022-03-15 18:25:14 main:574] : INFO : Epoch 1713 | loss: 0.031088 | val_loss: 0.0311924 | Time: 1937.81 ms [2022-03-15 18:25:16 main:574] : INFO : Epoch 1714 | loss: 0.0310868 | val_loss: 0.0312072 | Time: 1936.18 ms [2022-03-15 18:25:18 main:574] : INFO : Epoch 1715 | loss: 0.0310861 | val_loss: 0.031203 | Time: 1930.04 ms [2022-03-15 18:25:20 main:574] : INFO : Epoch 1716 | loss: 0.0310926 | val_loss: 0.0311925 | Time: 1936.37 ms [2022-03-15 18:25:22 main:574] : INFO : Epoch 1717 | loss: 0.0310902 | val_loss: 0.0312055 | Time: 1938.06 ms [2022-03-15 18:25:23 main:574] : INFO : Epoch 1718 | loss: 0.0310924 | val_loss: 0.0311914 | Time: 1919.15 ms [2022-03-15 18:25:25 main:574] : INFO : Epoch 1719 | loss: 0.0310953 | val_loss: 0.0311912 | Time: 1938.74 ms [2022-03-15 18:25:27 main:574] : INFO : Epoch 1720 | loss: 0.0310956 | val_loss: 0.0311942 | Time: 2001.83 ms [2022-03-15 18:25:29 main:574] : INFO : Epoch 1721 | loss: 0.0310918 | val_loss: 0.0311981 | Time: 1896.05 ms [2022-03-15 18:25:31 main:574] : INFO : Epoch 1722 | loss: 0.0310902 | val_loss: 0.0312043 | Time: 1915.27 ms [2022-03-15 18:25:33 main:574] : INFO : Epoch 1723 | loss: 0.0310898 | val_loss: 0.0311987 | Time: 1895.15 ms [2022-03-15 18:25:35 main:574] : INFO : Epoch 1724 | loss: 0.0310918 | val_loss: 0.031202 | Time: 1916.62 ms [2022-03-15 18:25:37 main:574] : INFO : Epoch 1725 | loss: 0.0310913 | val_loss: 0.0312024 | Time: 1898.67 ms [2022-03-15 18:25:39 main:574] : INFO : Epoch 1726 | loss: 0.0310915 | val_loss: 0.0312007 | Time: 1896.8 ms [2022-03-15 18:25:41 main:574] : INFO : Epoch 1727 | loss: 0.0310932 | val_loss: 0.0311945 | Time: 1942.06 ms [2022-03-15 18:25:43 main:574] : INFO : Epoch 1728 | loss: 0.0310929 | val_loss: 0.0312017 | Time: 1912.24 ms [2022-03-15 18:25:45 main:574] : INFO : Epoch 1729 | loss: 0.0310943 | val_loss: 0.0311935 | Time: 1906.9 ms [2022-03-15 18:25:47 main:574] : INFO : Epoch 1730 | loss: 0.0310915 | val_loss: 0.0312027 | Time: 1916.45 ms [2022-03-15 18:25:48 main:574] : INFO : Epoch 1731 | loss: 0.0311022 | val_loss: 0.0312039 | Time: 1909.73 ms [2022-03-15 18:25:50 main:574] : INFO : Epoch 1732 | loss: 0.0311035 | val_loss: 0.0311992 | Time: 1909.88 ms [2022-03-15 18:25:52 main:574] : INFO : Epoch 1733 | loss: 0.0311021 | val_loss: 0.0311926 | Time: 1921.48 ms [2022-03-15 18:25:54 main:574] : INFO : Epoch 1734 | loss: 0.0310965 | val_loss: 0.0311874 | Time: 1929.61 ms [2022-03-15 18:25:56 main:574] : INFO : Epoch 1735 | loss: 0.0310925 | val_loss: 0.0312002 | Time: 1929.92 ms [2022-03-15 18:25:58 main:574] : INFO : Epoch 1736 | loss: 0.0310881 | val_loss: 0.0311982 | Time: 1902.5 ms [2022-03-15 18:26:00 main:574] : INFO : Epoch 1737 | loss: 0.0310864 | val_loss: 0.0312077 | Time: 1913.79 ms [2022-03-15 18:26:02 main:574] : INFO : Epoch 1738 | loss: 0.0310867 | val_loss: 0.0312009 | Time: 1912.67 ms [2022-03-15 18:26:04 main:574] : INFO : Epoch 1739 | loss: 0.0310851 | val_loss: 0.0311978 | Time: 1894.33 ms [2022-03-15 18:26:06 main:574] : INFO : Epoch 1740 | loss: 0.031088 | val_loss: 0.0311963 | Time: 1920.19 ms [2022-03-15 18:26:08 main:574] : INFO : Epoch 1741 | loss: 0.0310892 | val_loss: 0.0312055 | Time: 1913.29 ms [2022-03-15 18:26:10 main:574] : INFO : Epoch 1742 | loss: 0.0310934 | val_loss: 0.0311935 | Time: 1953.51 ms [2022-03-15 18:26:12 main:574] : INFO : Epoch 1743 | loss: 0.0310967 | val_loss: 0.0311985 | Time: 1921.67 ms [2022-03-15 18:26:13 main:574] : INFO : Epoch 1744 | loss: 0.0310876 | val_loss: 0.0312014 | Time: 1910.1 ms [2022-03-15 18:26:15 main:574] : INFO : Epoch 1745 | loss: 0.031085 | val_loss: 0.0311907 | Time: 1913.74 ms [2022-03-15 18:26:17 main:574] : INFO : Epoch 1746 | loss: 0.031087 | val_loss: 0.0312061 | Time: 1932.96 ms [2022-03-15 18:26:19 main:574] : INFO : Epoch 1747 | loss: 0.0310848 | val_loss: 0.0311961 | Time: 1947.88 ms [2022-03-15 18:26:21 main:574] : INFO : Epoch 1748 | loss: 0.0310827 | val_loss: 0.0312074 | Time: 1920.95 ms [2022-03-15 18:26:23 main:574] : INFO : Epoch 1749 | loss: 0.0310839 | val_loss: 0.0311935 | Time: 1922.71 ms [2022-03-15 18:26:25 main:574] : INFO : Epoch 1750 | loss: 0.031085 | val_loss: 0.0312017 | Time: 1901.66 ms [2022-03-15 18:26:27 main:574] : INFO : Epoch 1751 | loss: 0.0310843 | val_loss: 0.0311985 | Time: 1958.01 ms [2022-03-15 18:26:29 main:574] : INFO : Epoch 1752 | loss: 0.0310881 | val_loss: 0.0311985 | Time: 1902.64 ms [2022-03-15 18:26:31 main:574] : INFO : Epoch 1753 | loss: 0.0310945 | val_loss: 0.0312103 | Time: 1914.98 ms [2022-03-15 18:26:33 main:574] : INFO : Epoch 1754 | loss: 0.0311006 | val_loss: 0.0311969 | Time: 2007.94 ms [2022-03-15 18:26:35 main:574] : INFO : Epoch 1755 | loss: 0.0310951 | val_loss: 0.0311945 | Time: 1919.84 ms [2022-03-15 18:26:37 main:574] : INFO : Epoch 1756 | loss: 0.03109 | val_loss: 0.0312019 | Time: 1945.31 ms [2022-03-15 18:26:39 main:574] : INFO : Epoch 1757 | loss: 0.0310869 | val_loss: 0.0312102 | Time: 1944.77 ms [2022-03-15 18:26:41 main:574] : INFO : Epoch 1758 | loss: 0.0310883 | val_loss: 0.0311931 | Time: 1935.33 ms [2022-03-15 18:26:43 main:574] : INFO : Epoch 1759 | loss: 0.031094 | val_loss: 0.0311994 | Time: 1960.09 ms [2022-03-15 18:26:44 main:574] : INFO : Epoch 1760 | loss: 0.0310944 | val_loss: 0.0312002 | Time: 1934.22 ms [2022-03-15 18:26:46 main:574] : INFO : Epoch 1761 | loss: 0.0310897 | val_loss: 0.0312017 | Time: 1935.21 ms [2022-03-15 18:26:48 main:574] : INFO : Epoch 1762 | loss: 0.0310931 | val_loss: 0.0311907 | Time: 1939.32 ms [2022-03-15 18:26:50 main:574] : INFO : Epoch 1763 | loss: 0.0310968 | val_loss: 0.0311892 | Time: 1924.83 ms [2022-03-15 18:26:52 main:574] : INFO : Epoch 1764 | loss: 0.0310958 | val_loss: 0.0311991 | Time: 1909.5 ms [2022-03-15 18:26:54 main:574] : INFO : Epoch 1765 | loss: 0.0310976 | val_loss: 0.0311943 | Time: 1939.73 ms [2022-03-15 18:26:56 main:574] : INFO : Epoch 1766 | loss: 0.0310962 | val_loss: 0.0311917 | Time: 1953.88 ms [2022-03-15 18:26:58 main:574] : INFO : Epoch 1767 | loss: 0.0310975 | val_loss: 0.0311959 | Time: 1905.03 ms [2022-03-15 18:27:00 main:574] : INFO : Epoch 1768 | loss: 0.0310955 | val_loss: 0.0311929 | Time: 1916.57 ms [2022-03-15 18:27:02 main:574] : INFO : Epoch 1769 | loss: 0.0310965 | val_loss: 0.0311968 | Time: 1944.15 ms [2022-03-15 18:27:04 main:574] : INFO : Epoch 1770 | loss: 0.031094 | val_loss: 0.031214 | Time: 1891.91 ms [2022-03-15 18:27:06 main:574] : INFO : Epoch 1771 | loss: 0.0310975 | val_loss: 0.0312034 | Time: 1967.23 ms [2022-03-15 18:27:08 main:574] : INFO : Epoch 1772 | loss: 0.0310898 | val_loss: 0.0312078 | Time: 1906.4 ms [2022-03-15 18:27:10 main:574] : INFO : Epoch 1773 | loss: 0.0310922 | val_loss: 0.0311953 | Time: 1927.36 ms [2022-03-15 18:27:12 main:574] : INFO : Epoch 1774 | loss: 0.0310888 | val_loss: 0.0312042 | Time: 1903.81 ms [2022-03-15 18:27:13 main:574] : INFO : Epoch 1775 | loss: 0.03109 | val_loss: 0.0311963 | Time: 1901.45 ms [2022-03-15 18:27:15 main:574] : INFO : Epoch 1776 | loss: 0.031101 | val_loss: 0.0311898 | Time: 1918.06 ms [2022-03-15 18:27:17 main:574] : INFO : Epoch 1777 | loss: 0.0310979 | val_loss: 0.0312027 | Time: 1901.76 ms [2022-03-15 18:27:19 main:574] : INFO : Epoch 1778 | loss: 0.0310897 | val_loss: 0.0311936 | Time: 1911.03 ms [2022-03-15 18:27:21 main:574] : INFO : Epoch 1779 | loss: 0.0310895 | val_loss: 0.0311937 | Time: 1905.7 ms [2022-03-15 18:27:23 main:574] : INFO : Epoch 1780 | loss: 0.031097 | val_loss: 0.0312007 | Time: 1928.8 ms [2022-03-15 18:27:25 main:574] : INFO : Epoch 1781 | loss: 0.0310967 | val_loss: 0.0311971 | Time: 1889.03 ms [2022-03-15 18:27:27 main:574] : INFO : Epoch 1782 | loss: 0.0310914 | val_loss: 0.0311969 | Time: 1901.77 ms [2022-03-15 18:27:29 main:574] : INFO : Epoch 1783 | loss: 0.031091 | val_loss: 0.0312054 | Time: 1923.45 ms [2022-03-15 18:27:31 main:574] : INFO : Epoch 1784 | loss: 0.0310896 | val_loss: 0.0312093 | Time: 1899.88 ms [2022-03-15 18:27:33 main:574] : INFO : Epoch 1785 | loss: 0.0310963 | val_loss: 0.0312079 | Time: 1932.22 ms [2022-03-15 18:27:34 main:574] : INFO : Epoch 1786 | loss: 0.0310854 | val_loss: 0.0312034 | Time: 1882.8 ms [2022-03-15 18:27:36 main:574] : INFO : Epoch 1787 | loss: 0.0310838 | val_loss: 0.0312147 | Time: 1959.15 ms [2022-03-15 18:27:38 main:574] : INFO : Epoch 1788 | loss: 0.0310853 | val_loss: 0.0312131 | Time: 1931.57 ms [2022-03-15 18:27:40 main:574] : INFO : Epoch 1789 | loss: 0.0310909 | val_loss: 0.0311993 | Time: 1920.96 ms [2022-03-15 18:27:42 main:574] : INFO : Epoch 1790 | loss: 0.0310917 | val_loss: 0.0312042 | Time: 1922.16 ms [2022-03-15 18:27:44 main:574] : INFO : Epoch 1791 | loss: 0.031102 | val_loss: 0.0311974 | Time: 1918.28 ms [2022-03-15 18:27:46 main:574] : INFO : Epoch 1792 | loss: 0.0310986 | val_loss: 0.0311941 | Time: 1906.65 ms [2022-03-15 18:27:48 main:574] : INFO : Epoch 1793 | loss: 0.0310979 | val_loss: 0.0311988 | Time: 1921.92 ms [2022-03-15 18:27:50 main:574] : INFO : Epoch 1794 | loss: 0.0310902 | val_loss: 0.0311913 | Time: 1900.03 ms [2022-03-15 18:27:52 main:574] : INFO : Epoch 1795 | loss: 0.0310909 | val_loss: 0.0311949 | Time: 1955.38 ms [2022-03-15 18:27:54 main:574] : INFO : Epoch 1796 | loss: 0.0310968 | val_loss: 0.0311984 | Time: 1890.93 ms [2022-03-15 18:27:56 main:574] : INFO : Epoch 1797 | loss: 0.0310988 | val_loss: 0.0311909 | Time: 1900.97 ms [2022-03-15 18:27:58 main:574] : INFO : Epoch 1798 | loss: 0.0310928 | val_loss: 0.0311958 | Time: 1925.68 ms [2022-03-15 18:28:00 main:574] : INFO : Epoch 1799 | loss: 0.0310908 | val_loss: 0.0312031 | Time: 1908.81 ms [2022-03-15 18:28:01 main:574] : INFO : Epoch 1800 | loss: 0.0310896 | val_loss: 0.0312045 | Time: 1912.45 ms [2022-03-15 18:28:03 main:574] : INFO : Epoch 1801 | loss: 0.0310893 | val_loss: 0.0312017 | Time: 1915.7 ms [2022-03-15 18:28:05 main:574] : INFO : Epoch 1802 | loss: 0.0310875 | val_loss: 0.0312111 | Time: 1933.61 ms [2022-03-15 18:28:07 main:574] : INFO : Epoch 1803 | loss: 0.0310897 | val_loss: 0.0311944 | Time: 1918.53 ms [2022-03-15 18:28:09 main:574] : INFO : Epoch 1804 | loss: 0.03109 | val_loss: 0.0311956 | Time: 1932.67 ms [2022-03-15 18:28:11 main:574] : INFO : Epoch 1805 | loss: 0.031089 | val_loss: 0.0311988 | Time: 1922.02 ms [2022-03-15 18:28:13 main:574] : INFO : Epoch 1806 | loss: 0.0310885 | val_loss: 0.0312035 | Time: 1921.55 ms [2022-03-15 18:28:15 main:574] : INFO : Epoch 1807 | loss: 0.0310868 | val_loss: 0.0311995 | Time: 1927.16 ms [2022-03-15 18:28:17 main:574] : INFO : Epoch 1808 | loss: 0.0310853 | val_loss: 0.0311976 | Time: 1900.97 ms [2022-03-15 18:28:19 main:574] : INFO : Epoch 1809 | loss: 0.0310834 | val_loss: 0.0311964 | Time: 1930.12 ms [2022-03-15 18:28:21 main:574] : INFO : Epoch 1810 | loss: 0.0310842 | val_loss: 0.031211 | Time: 1929.58 ms [2022-03-15 18:28:23 main:574] : INFO : Epoch 1811 | loss: 0.0310827 | val_loss: 0.0312002 | Time: 1931.32 ms [2022-03-15 18:28:25 main:574] : INFO : Epoch 1812 | loss: 0.0310824 | val_loss: 0.0312018 | Time: 1917.28 ms [2022-03-15 18:28:26 main:574] : INFO : Epoch 1813 | loss: 0.0310815 | val_loss: 0.0312071 | Time: 1918.07 ms [2022-03-15 18:28:28 main:574] : INFO : Epoch 1814 | loss: 0.0310824 | val_loss: 0.0312004 | Time: 1925.76 ms [2022-03-15 18:28:30 main:574] : INFO : Epoch 1815 | loss: 0.0310945 | val_loss: 0.0312089 | Time: 1884.41 ms [2022-03-15 18:28:32 main:574] : INFO : Epoch 1816 | loss: 0.0310914 | val_loss: 0.0312083 | Time: 2097.18 ms [2022-03-15 18:28:34 main:574] : INFO : Epoch 1817 | loss: 0.0310857 | val_loss: 0.0311902 | Time: 1931.69 ms [2022-03-15 18:28:36 main:574] : INFO : Epoch 1818 | loss: 0.031092 | val_loss: 0.0311996 | Time: 1891.41 ms [2022-03-15 18:28:38 main:574] : INFO : Epoch 1819 | loss: 0.031093 | val_loss: 0.0312078 | Time: 1947.39 ms [2022-03-15 18:28:40 main:574] : INFO : Epoch 1820 | loss: 0.0310925 | val_loss: 0.0312042 | Time: 1923.65 ms [2022-03-15 18:28:42 main:574] : INFO : Epoch 1821 | loss: 0.0310877 | val_loss: 0.0311967 | Time: 1920.33 ms [2022-03-15 18:28:44 main:574] : INFO : Epoch 1822 | loss: 0.0310845 | val_loss: 0.0312023 | Time: 1988.41 ms [2022-03-15 18:28:46 main:574] : INFO : Epoch 1823 | loss: 0.031084 | val_loss: 0.031213 | Time: 1918.7 ms [2022-03-15 18:28:48 main:574] : INFO : Epoch 1824 | loss: 0.0310843 | val_loss: 0.0312088 | Time: 1934.7 ms [2022-03-15 18:28:50 main:574] : INFO : Epoch 1825 | loss: 0.0310866 | val_loss: 0.0311978 | Time: 1926.18 ms [2022-03-15 18:28:52 main:574] : INFO : Epoch 1826 | loss: 0.0310921 | val_loss: 0.0312025 | Time: 1895.16 ms [2022-03-15 18:28:54 main:574] : INFO : Epoch 1827 | loss: 0.0310885 | val_loss: 0.0312025 | Time: 1908.84 ms [2022-03-15 18:28:56 main:574] : INFO : Epoch 1828 | loss: 0.0310866 | val_loss: 0.0312051 | Time: 1907.88 ms [2022-03-15 18:28:57 main:574] : INFO : Epoch 1829 | loss: 0.0310933 | val_loss: 0.0311966 | Time: 1900.81 ms [2022-03-15 18:28:59 main:574] : INFO : Epoch 1830 | loss: 0.0310974 | val_loss: 0.0312005 | Time: 1917.45 ms [2022-03-15 18:29:01 main:574] : INFO : Epoch 1831 | loss: 0.031096 | val_loss: 0.0312067 | Time: 1938.72 ms [2022-03-15 18:29:03 main:574] : INFO : Epoch 1832 | loss: 0.031089 | val_loss: 0.031208 | Time: 1910.1 ms [2022-03-15 18:29:05 main:574] : INFO : Epoch 1833 | loss: 0.0310836 | val_loss: 0.0311944 | Time: 1965.82 ms [2022-03-15 18:29:07 main:574] : INFO : Epoch 1834 | loss: 0.0310865 | val_loss: 0.0312103 | Time: 1910.99 ms [2022-03-15 18:29:09 main:574] : INFO : Epoch 1835 | loss: 0.031087 | val_loss: 0.0311916 | Time: 1938.68 ms [2022-03-15 18:29:11 main:574] : INFO : Epoch 1836 | loss: 0.0310888 | val_loss: 0.0312126 | Time: 1930.68 ms [2022-03-15 18:29:13 main:574] : INFO : Epoch 1837 | loss: 0.0311107 | val_loss: 0.0311849 | Time: 1935.91 ms [2022-03-15 18:29:15 main:574] : INFO : Epoch 1838 | loss: 0.031144 | val_loss: 0.0311827 | Time: 1977.25 ms [2022-03-15 18:29:17 main:574] : INFO : Epoch 1839 | loss: 0.0311366 | val_loss: 0.03117 | Time: 1927.05 ms [2022-03-15 18:29:19 main:574] : INFO : Epoch 1840 | loss: 0.0311276 | val_loss: 0.0311867 | Time: 1948.84 ms [2022-03-15 18:29:21 main:574] : INFO : Epoch 1841 | loss: 0.0311234 | val_loss: 0.0311751 | Time: 1903.77 ms [2022-03-15 18:29:23 main:574] : INFO : Epoch 1842 | loss: 0.0311188 | val_loss: 0.0311792 | Time: 1942.13 ms [2022-03-15 18:29:25 main:574] : INFO : Epoch 1843 | loss: 0.0311136 | val_loss: 0.0311778 | Time: 1939.08 ms [2022-03-15 18:29:27 main:574] : INFO : Epoch 1844 | loss: 0.0311107 | val_loss: 0.0311808 | Time: 1910.2 ms [2022-03-15 18:29:28 main:574] : INFO : Epoch 1845 | loss: 0.0311108 | val_loss: 0.0311993 | Time: 1923.9 ms [2022-03-15 18:29:30 main:574] : INFO : Epoch 1846 | loss: 0.0311115 | val_loss: 0.0311865 | Time: 1942.78 ms [2022-03-15 18:29:32 main:574] : INFO : Epoch 1847 | loss: 0.0311064 | val_loss: 0.0311921 | Time: 1898.24 ms [2022-03-15 18:29:34 main:574] : INFO : Epoch 1848 | loss: 0.0311006 | val_loss: 0.0312027 | Time: 1915.29 ms [2022-03-15 18:29:36 main:574] : INFO : Epoch 1849 | loss: 0.0311005 | val_loss: 0.0311881 | Time: 1897.37 ms [2022-03-15 18:29:38 main:574] : INFO : Epoch 1850 | loss: 0.0310971 | val_loss: 0.0311958 | Time: 1903.25 ms [2022-03-15 18:29:40 main:574] : INFO : Epoch 1851 | loss: 0.031094 | val_loss: 0.0311916 | Time: 1901.84 ms [2022-03-15 18:29:42 main:574] : INFO : Epoch 1852 | loss: 0.0310945 | val_loss: 0.0311985 | Time: 1944.06 ms [2022-03-15 18:29:44 main:574] : INFO : Epoch 1853 | loss: 0.0310867 | val_loss: 0.0312069 | Time: 1906.16 ms [2022-03-15 18:29:46 main:574] : INFO : Epoch 1854 | loss: 0.0310853 | val_loss: 0.0312037 | Time: 1923.62 ms [2022-03-15 18:29:48 main:574] : INFO : Epoch 1855 | loss: 0.0310858 | val_loss: 0.0312096 | Time: 1948.58 ms [2022-03-15 18:29:50 main:574] : INFO : Epoch 1856 | loss: 0.0310836 | val_loss: 0.0312131 | Time: 1930.07 ms [2022-03-15 18:29:52 main:574] : INFO : Epoch 1857 | loss: 0.0310849 | val_loss: 0.0312043 | Time: 1889.17 ms [2022-03-15 18:29:53 main:574] : INFO : Epoch 1858 | loss: 0.0310845 | val_loss: 0.03121 | Time: 1912.87 ms [2022-03-15 18:29:55 main:574] : INFO : Epoch 1859 | loss: 0.0310953 | val_loss: 0.0311963 | Time: 1914.78 ms [2022-03-15 18:29:57 main:574] : INFO : Epoch 1860 | loss: 0.0310908 | val_loss: 0.0312049 | Time: 1924.16 ms [2022-03-15 18:29:59 main:574] : INFO : Epoch 1861 | loss: 0.0310843 | val_loss: 0.0312132 | Time: 1891 ms [2022-03-15 18:30:01 main:574] : INFO : Epoch 1862 | loss: 0.031081 | val_loss: 0.0312042 | Time: 1933.15 ms [2022-03-15 18:30:03 main:574] : INFO : Epoch 1863 | loss: 0.0310857 | val_loss: 0.0311939 | Time: 1945.79 ms [2022-03-15 18:30:05 main:574] : INFO : Epoch 1864 | loss: 0.031089 | val_loss: 0.0312095 | Time: 1908.99 ms [2022-03-15 18:30:07 main:574] : INFO : Epoch 1865 | loss: 0.0311009 | val_loss: 0.0311965 | Time: 1903.23 ms [2022-03-15 18:30:09 main:574] : INFO : Epoch 1866 | loss: 0.0310991 | val_loss: 0.0312042 | Time: 1915.52 ms [2022-03-15 18:30:11 main:574] : INFO : Epoch 1867 | loss: 0.0311002 | val_loss: 0.0312031 | Time: 1920.18 ms [2022-03-15 18:30:13 main:574] : INFO : Epoch 1868 | loss: 0.0310934 | val_loss: 0.0312027 | Time: 1921.37 ms [2022-03-15 18:30:15 main:574] : INFO : Epoch 1869 | loss: 0.0310927 | val_loss: 0.0312052 | Time: 1943.51 ms [2022-03-15 18:30:17 main:574] : INFO : Epoch 1870 | loss: 0.0310934 | val_loss: 0.0312151 | Time: 1920.41 ms [2022-03-15 18:30:18 main:574] : INFO : Epoch 1871 | loss: 0.03109 | val_loss: 0.0311993 | Time: 1939.52 ms [2022-03-15 18:30:20 main:574] : INFO : Epoch 1872 | loss: 0.0310916 | val_loss: 0.0312085 | Time: 1942.81 ms [2022-03-15 18:30:22 main:574] : INFO : Epoch 1873 | loss: 0.0310942 | val_loss: 0.0311954 | Time: 1925.34 ms [2022-03-15 18:30:24 main:574] : INFO : Epoch 1874 | loss: 0.0310869 | val_loss: 0.0312005 | Time: 1893.85 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1650) [2022-03-15 20:59:25 main:435] : INFO : Set logging level to 1 [2022-03-15 20:59:25 main:441] : INFO : Running in BOINC Client mode [2022-03-15 20:59:25 main:444] : INFO : Resolving all filenames [2022-03-15 20:59:25 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-15 20:59:25 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-15 20:59:25 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1650) [2022-03-15 21:03:28 main:435] : INFO : Set logging level to 1 [2022-03-15 21:03:28 main:441] : INFO : Running in BOINC Client mode [2022-03-15 21:03:28 main:444] : INFO : Resolving all filenames [2022-03-15 21:03:28 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-15 21:03:28 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-15 21:03:28 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-15 21:03:28 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-15 21:03:28 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-15 21:03:28 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-15 21:03:28 main:474] : INFO : Configuration: [2022-03-15 21:03:28 main:475] : INFO : Model type: GRU [2022-03-15 21:03:28 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-15 21:03:28 main:477] : INFO : Max Epochs: 2048 [2022-03-15 21:03:28 main:478] : INFO : Batch Size: 128 [2022-03-15 21:03:28 main:479] : INFO : Learning Rate: 0.01 [2022-03-15 21:03:28 main:480] : INFO : Patience: 10 [2022-03-15 21:03:28 main:481] : INFO : Hidden Width: 12 [2022-03-15 21:03:28 main:482] : INFO : # Recurrent Layers: 4 [2022-03-15 21:03:28 main:483] : INFO : # Backend Layers: 4 [2022-03-15 21:03:28 main:484] : INFO : # Threads: 1 [2022-03-15 21:03:28 main:486] : INFO : Preparing Dataset [2022-03-15 21:03:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-15 21:03:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-15 21:03:30 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-15 21:03:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-15 21:03:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-15 21:03:31 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-15 21:03:31 main:494] : INFO : Creating Model [2022-03-15 21:03:31 main:507] : INFO : Preparing config file [2022-03-15 21:03:31 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-15 21:03:31 main:512] : INFO : Loading config [2022-03-15 21:03:31 main:514] : INFO : Loading state [2022-03-15 21:03:32 main:559] : INFO : Loading DataLoader into Memory [2022-03-15 21:03:32 main:562] : INFO : Starting Training [2022-03-15 21:03:34 main:574] : INFO : Epoch 1863 | loss: 0.0311623 | val_loss: 0.0312144 | Time: 2234.84 ms [2022-03-15 21:03:36 main:574] : INFO : Epoch 1864 | loss: 0.0311013 | val_loss: 0.0311986 | Time: 1857.39 ms [2022-03-15 21:03:38 main:574] : INFO : Epoch 1865 | loss: 0.0310926 | val_loss: 0.0311979 | Time: 1869.41 ms [2022-03-15 21:03:40 main:574] : INFO : Epoch 1866 | loss: 0.0310889 | val_loss: 0.0311979 | Time: 1873.88 ms [2022-03-15 21:03:42 main:574] : INFO : Epoch 1867 | loss: 0.0310852 | val_loss: 0.0311995 | Time: 1883.18 ms [2022-03-15 21:03:44 main:574] : INFO : Epoch 1868 | loss: 0.0310868 | val_loss: 0.0312065 | Time: 1863.04 ms [2022-03-15 21:03:45 main:574] : INFO : Epoch 1869 | loss: 0.0310857 | val_loss: 0.0312054 | Time: 1861.89 ms [2022-03-15 21:03:47 main:574] : INFO : Epoch 1870 | loss: 0.0310884 | val_loss: 0.031213 | Time: 1877.13 ms [2022-03-15 21:03:49 main:574] : INFO : Epoch 1871 | loss: 0.0310859 | val_loss: 0.0312011 | Time: 1865.77 ms [2022-03-15 21:03:51 main:574] : INFO : Epoch 1872 | loss: 0.0310863 | val_loss: 0.0311973 | Time: 1878.48 ms [2022-03-15 21:03:53 main:574] : INFO : Epoch 1873 | loss: 0.0310828 | val_loss: 0.0312066 | Time: 1874.29 ms [2022-03-15 21:03:55 main:574] : INFO : Epoch 1874 | loss: 0.0310894 | val_loss: 0.0311976 | Time: 1873.93 ms [2022-03-15 21:03:57 main:574] : INFO : Epoch 1875 | loss: 0.0310875 | val_loss: 0.0312086 | Time: 1858.3 ms [2022-03-15 21:03:59 main:574] : INFO : Epoch 1876 | loss: 0.0310866 | val_loss: 0.0312059 | Time: 1871.6 ms [2022-03-15 21:04:01 main:574] : INFO : Epoch 1877 | loss: 0.0310878 | val_loss: 0.0311951 | Time: 1883.31 ms [2022-03-15 21:04:02 main:574] : INFO : Epoch 1878 | loss: 0.0310946 | val_loss: 0.0312027 | Time: 1886.7 ms [2022-03-15 21:04:04 main:574] : INFO : Epoch 1879 | loss: 0.0311 | val_loss: 0.0311951 | Time: 1867.03 ms [2022-03-15 21:04:06 main:574] : INFO : Epoch 1880 | loss: 0.0310918 | val_loss: 0.0312119 | Time: 1877.93 ms [2022-03-15 21:04:08 main:574] : INFO : Epoch 1881 | loss: 0.0310864 | val_loss: 0.0311915 | Time: 1870.76 ms [2022-03-15 21:04:10 main:574] : INFO : Epoch 1882 | loss: 0.031088 | val_loss: 0.031195 | Time: 1873.86 ms [2022-03-15 21:04:12 main:574] : INFO : Epoch 1883 | loss: 0.0310839 | val_loss: 0.0312073 | Time: 1855.2 ms [2022-03-15 21:04:14 main:574] : INFO : Epoch 1884 | loss: 0.0310821 | val_loss: 0.0312033 | Time: 1878.51 ms [2022-03-15 21:04:16 main:574] : INFO : Epoch 1885 | loss: 0.0310812 | val_loss: 0.0312097 | Time: 1867.09 ms [2022-03-15 21:04:17 main:574] : INFO : Epoch 1886 | loss: 0.0310804 | val_loss: 0.031202 | Time: 1861.77 ms [2022-03-15 21:04:19 main:574] : INFO : Epoch 1887 | loss: 0.0310877 | val_loss: 0.0311957 | Time: 1869.81 ms [2022-03-15 21:04:21 main:574] : INFO : Epoch 1888 | loss: 0.0310888 | val_loss: 0.0312128 | Time: 1870.5 ms [2022-03-15 21:04:23 main:574] : INFO : Epoch 1889 | loss: 0.031103 | val_loss: 0.0311888 | Time: 1873.03 ms [2022-03-15 21:04:25 main:574] : INFO : Epoch 1890 | loss: 0.0311088 | val_loss: 0.0311941 | Time: 1865.92 ms [2022-03-15 21:04:27 main:574] : INFO : Epoch 1891 | loss: 0.0310943 | val_loss: 0.0311847 | Time: 1870.73 ms [2022-03-15 21:04:29 main:574] : INFO : Epoch 1892 | loss: 0.0310947 | val_loss: 0.0311892 | Time: 1870.74 ms [2022-03-15 21:04:31 main:574] : INFO : Epoch 1893 | loss: 0.0310908 | val_loss: 0.0312017 | Time: 1864.52 ms [2022-03-15 21:04:32 main:574] : INFO : Epoch 1894 | loss: 0.0310889 | val_loss: 0.031212 | Time: 1863.19 ms [2022-03-15 21:04:34 main:574] : INFO : Epoch 1895 | loss: 0.0310954 | val_loss: 0.0312024 | Time: 1894.7 ms [2022-03-15 21:04:36 main:574] : INFO : Epoch 1896 | loss: 0.0310919 | val_loss: 0.0311955 | Time: 1872.82 ms [2022-03-15 21:04:38 main:574] : INFO : Epoch 1897 | loss: 0.0310861 | val_loss: 0.0312036 | Time: 1879.34 ms [2022-03-15 21:04:40 main:574] : INFO : Epoch 1898 | loss: 0.0310852 | val_loss: 0.0311988 | Time: 1876.15 ms [2022-03-15 21:04:42 main:574] : INFO : Epoch 1899 | loss: 0.0310798 | val_loss: 0.0312054 | Time: 1879.21 ms [2022-03-15 21:04:44 main:574] : INFO : Epoch 1900 | loss: 0.0310862 | val_loss: 0.0312103 | Time: 1880.87 ms [2022-03-15 21:04:46 main:574] : INFO : Epoch 1901 | loss: 0.0310795 | val_loss: 0.031205 | Time: 1872.59 ms [2022-03-15 21:04:47 main:574] : INFO : Epoch 1902 | loss: 0.0310784 | val_loss: 0.0312108 | Time: 1869.24 ms [2022-03-15 21:04:49 main:574] : INFO : Epoch 1903 | loss: 0.0310803 | val_loss: 0.0312024 | Time: 1874.92 ms [2022-03-15 21:04:51 main:574] : INFO : Epoch 1904 | loss: 0.0310888 | val_loss: 0.0312124 | Time: 1877.48 ms [2022-03-15 21:04:53 main:574] : INFO : Epoch 1905 | loss: 0.0310942 | val_loss: 0.0311962 | Time: 1899.65 ms [2022-03-15 21:04:55 main:574] : INFO : Epoch 1906 | loss: 0.0310857 | val_loss: 0.0311969 | Time: 1878.37 ms [2022-03-15 21:04:57 main:574] : INFO : Epoch 1907 | loss: 0.031083 | val_loss: 0.0312013 | Time: 1876.43 ms [2022-03-15 21:04:59 main:574] : INFO : Epoch 1908 | loss: 0.0310803 | val_loss: 0.0312023 | Time: 1868.45 ms [2022-03-15 21:05:01 main:574] : INFO : Epoch 1909 | loss: 0.0310787 | val_loss: 0.0312075 | Time: 1902.76 ms [2022-03-15 21:05:03 main:574] : INFO : Epoch 1910 | loss: 0.0310971 | val_loss: 0.0311917 | Time: 1863.96 ms [2022-03-15 21:05:04 main:574] : INFO : Epoch 1911 | loss: 0.0311144 | val_loss: 0.0311922 | Time: 1889.97 ms [2022-03-15 21:05:06 main:574] : INFO : Epoch 1912 | loss: 0.0311229 | val_loss: 0.0311799 | Time: 1870.49 ms [2022-03-15 21:05:08 main:574] : INFO : Epoch 1913 | loss: 0.0311117 | val_loss: 0.0311829 | Time: 1874.98 ms [2022-03-15 21:05:10 main:574] : INFO : Epoch 1914 | loss: 0.0311037 | val_loss: 0.0311941 | Time: 1870.79 ms [2022-03-15 21:05:12 main:574] : INFO : Epoch 1915 | loss: 0.0310932 | val_loss: 0.0312017 | Time: 1926.53 ms [2022-03-15 21:05:14 main:574] : INFO : Epoch 1916 | loss: 0.0310912 | val_loss: 0.031192 | Time: 1878.52 ms [2022-03-15 21:05:16 main:574] : INFO : Epoch 1917 | loss: 0.0310986 | val_loss: 0.031197 | Time: 1877.32 ms [2022-03-15 21:05:18 main:574] : INFO : Epoch 1918 | loss: 0.0310996 | val_loss: 0.0311951 | Time: 1885.01 ms [2022-03-15 21:05:20 main:574] : INFO : Epoch 1919 | loss: 0.031097 | val_loss: 0.0311871 | Time: 1868.09 ms [2022-03-15 21:05:21 main:574] : INFO : Epoch 1920 | loss: 0.031095 | val_loss: 0.0311939 | Time: 1876.87 ms [2022-03-15 21:05:23 main:574] : INFO : Epoch 1921 | loss: 0.0310888 | val_loss: 0.0312069 | Time: 1868.73 ms [2022-03-15 21:05:25 main:574] : INFO : Epoch 1922 | loss: 0.0310851 | val_loss: 0.0311891 | Time: 1894.41 ms [2022-03-15 21:05:27 main:574] : INFO : Epoch 1923 | loss: 0.0310838 | val_loss: 0.0312047 | Time: 1874.77 ms [2022-03-15 21:05:29 main:574] : INFO : Epoch 1924 | loss: 0.0310842 | val_loss: 0.0312107 | Time: 1904.58 ms [2022-03-15 21:05:31 main:574] : INFO : Epoch 1925 | loss: 0.0310822 | val_loss: 0.0312011 | Time: 2025.04 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1650) [2022-03-16 21:41:12 main:435] : INFO : Set logging level to 1 [2022-03-16 21:41:12 main:441] : INFO : Running in BOINC Client mode [2022-03-16 21:41:12 main:444] : INFO : Resolving all filenames [2022-03-16 21:41:12 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-16 21:41:12 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-16 21:41:12 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-16 21:41:12 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-16 21:41:12 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-16 21:41:12 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-16 21:41:12 main:474] : INFO : Configuration: [2022-03-16 21:41:12 main:475] : INFO : Model type: GRU [2022-03-16 21:41:12 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-16 21:41:12 main:477] : INFO : Max Epochs: 2048 [2022-03-16 21:41:12 main:478] : INFO : Batch Size: 128 [2022-03-16 21:41:12 main:479] : INFO : Learning Rate: 0.01 [2022-03-16 21:41:12 main:480] : INFO : Patience: 10 [2022-03-16 21:41:12 main:481] : INFO : Hidden Width: 12 [2022-03-16 21:41:12 main:482] : INFO : # Recurrent Layers: 4 [2022-03-16 21:41:12 main:483] : INFO : # Backend Layers: 4 [2022-03-16 21:41:13 main:484] : INFO : # Threads: 1 [2022-03-16 21:41:13 main:486] : INFO : Preparing Dataset [2022-03-16 21:41:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-16 21:41:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-16 21:41:16 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-16 21:41:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-16 21:41:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-16 21:41:16 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-16 21:41:16 main:494] : INFO : Creating Model [2022-03-16 21:41:16 main:507] : INFO : Preparing config file [2022-03-16 21:41:16 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-16 21:41:16 main:512] : INFO : Loading config [2022-03-16 21:41:16 main:514] : INFO : Loading state [2022-03-16 21:41:19 main:559] : INFO : Loading DataLoader into Memory [2022-03-16 21:41:19 main:562] : INFO : Starting Training [2022-03-16 21:41:21 main:574] : INFO : Epoch 1863 | loss: 0.0311684 | val_loss: 0.0312064 | Time: 2901.73 ms [2022-03-16 21:41:24 main:574] : INFO : Epoch 1864 | loss: 0.0311002 | val_loss: 0.0311971 | Time: 2075.56 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1650) [2022-03-16 21:44:25 main:435] : INFO : Set logging level to 1 [2022-03-16 21:44:25 main:441] : INFO : Running in BOINC Client mode [2022-03-16 21:44:25 main:444] : INFO : Resolving all filenames [2022-03-16 21:44:25 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-16 21:44:25 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-16 21:44:25 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-16 21:44:25 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-16 21:44:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-16 21:44:25 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-16 21:44:25 main:474] : INFO : Configuration: [2022-03-16 21:44:25 main:475] : INFO : Model type: GRU [2022-03-16 21:44:25 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-16 21:44:25 main:477] : INFO : Max Epochs: 2048 [2022-03-16 21:44:25 main:478] : INFO : Batch Size: 128 [2022-03-16 21:44:25 main:479] : INFO : Learning Rate: 0.01 [2022-03-16 21:44:25 main:480] : INFO : Patience: 10 [2022-03-16 21:44:25 main:481] : INFO : Hidden Width: 12 [2022-03-16 21:44:25 main:482] : INFO : # Recurrent Layers: 4 [2022-03-16 21:44:25 main:483] : INFO : # Backend Layers: 4 [2022-03-16 21:44:25 main:484] : INFO : # Threads: 1 [2022-03-16 21:44:25 main:486] : INFO : Preparing Dataset [2022-03-16 21:44:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-16 21:44:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-16 21:44:27 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-16 21:44:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-16 21:44:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-16 21:44:27 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-16 21:44:27 main:494] : INFO : Creating Model [2022-03-16 21:44:27 main:507] : INFO : Preparing config file [2022-03-16 21:44:27 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-16 21:44:27 main:512] : INFO : Loading config [2022-03-16 21:44:27 main:514] : INFO : Loading state [2022-03-16 21:44:29 main:559] : INFO : Loading DataLoader into Memory [2022-03-16 21:44:29 main:562] : INFO : Starting Training [2022-03-16 21:44:31 main:574] : INFO : Epoch 1863 | loss: 0.0311513 | val_loss: 0.0312026 | Time: 2468.46 ms [2022-03-16 21:44:33 main:574] : INFO : Epoch 1864 | loss: 0.0310976 | val_loss: 0.0311883 | Time: 2048.64 ms [2022-03-16 21:44:35 main:574] : INFO : Epoch 1865 | loss: 0.0310936 | val_loss: 0.0311903 | Time: 2059.02 ms [2022-03-16 21:44:37 main:574] : INFO : Epoch 1866 | loss: 0.0311122 | val_loss: 0.0311902 | Time: 2045.41 ms [2022-03-16 21:44:40 main:574] : INFO : Epoch 1867 | loss: 0.0311073 | val_loss: 0.0311997 | Time: 2071.7 ms [2022-03-16 21:44:42 main:574] : INFO : Epoch 1868 | loss: 0.0310944 | val_loss: 0.0312025 | Time: 2043.55 ms [2022-03-16 21:44:44 main:574] : INFO : Epoch 1869 | loss: 0.0310972 | val_loss: 0.0311957 | Time: 2060.01 ms [2022-03-16 21:44:46 main:574] : INFO : Epoch 1870 | loss: 0.0310962 | val_loss: 0.0311959 | Time: 2060.91 ms [2022-03-16 21:44:48 main:574] : INFO : Epoch 1871 | loss: 0.0310968 | val_loss: 0.0312006 | Time: 2056.55 ms [2022-03-16 21:44:50 main:574] : INFO : Epoch 1872 | loss: 0.0310946 | val_loss: 0.0311977 | Time: 2055.36 ms [2022-03-16 21:44:52 main:574] : INFO : Epoch 1873 | loss: 0.0310919 | val_loss: 0.0312058 | Time: 2069.21 ms [2022-03-16 21:44:54 main:574] : INFO : Epoch 1874 | loss: 0.0310849 | val_loss: 0.0311939 | Time: 2062.37 ms [2022-03-16 21:44:56 main:574] : INFO : Epoch 1875 | loss: 0.0310808 | val_loss: 0.0312116 | Time: 2061.92 ms [2022-03-16 21:44:58 main:574] : INFO : Epoch 1876 | loss: 0.0310816 | val_loss: 0.0312068 | Time: 2076.92 ms [2022-03-16 21:45:00 main:574] : INFO : Epoch 1877 | loss: 0.0310812 | val_loss: 0.0312012 | Time: 2054.86 ms [2022-03-16 21:45:02 main:574] : INFO : Epoch 1878 | loss: 0.0310829 | val_loss: 0.0312168 | Time: 2074.25 ms [2022-03-16 21:45:04 main:574] : INFO : Epoch 1879 | loss: 0.0310865 | val_loss: 0.031201 | Time: 2058.04 ms [2022-03-16 21:45:06 main:574] : INFO : Epoch 1880 | loss: 0.0310838 | val_loss: 0.031202 | Time: 2050.75 ms [2022-03-16 21:45:08 main:574] : INFO : Epoch 1881 | loss: 0.03108 | val_loss: 0.0312041 | Time: 2072.24 ms [2022-03-16 21:45:11 main:574] : INFO : Epoch 1882 | loss: 0.0310815 | val_loss: 0.0311937 | Time: 2060.49 ms [2022-03-16 21:45:13 main:574] : INFO : Epoch 1883 | loss: 0.0310865 | val_loss: 0.031203 | Time: 2076.14 ms [2022-03-16 21:45:15 main:574] : INFO : Epoch 1884 | loss: 0.0310893 | val_loss: 0.0312068 | Time: 2084.68 ms [2022-03-16 21:45:17 main:574] : INFO : Epoch 1885 | loss: 0.0310911 | val_loss: 0.0311979 | Time: 2064.62 ms [2022-03-16 21:45:19 main:574] : INFO : Epoch 1886 | loss: 0.0310962 | val_loss: 0.0312027 | Time: 2086.17 ms [2022-03-16 21:45:21 main:574] : INFO : Epoch 1887 | loss: 0.0310979 | val_loss: 0.0311977 | Time: 2071.09 ms [2022-03-16 21:45:23 main:574] : INFO : Epoch 1888 | loss: 0.0310928 | val_loss: 0.0311976 | Time: 2066.57 ms [2022-03-16 21:45:25 main:574] : INFO : Epoch 1889 | loss: 0.0310914 | val_loss: 0.0311926 | Time: 2080.64 ms [2022-03-16 21:45:27 main:574] : INFO : Epoch 1890 | loss: 0.031087 | val_loss: 0.0312089 | Time: 2078.37 ms [2022-03-16 21:45:29 main:574] : INFO : Epoch 1891 | loss: 0.0310836 | val_loss: 0.031203 | Time: 2072.99 ms [2022-03-16 21:45:31 main:574] : INFO : Epoch 1892 | loss: 0.031081 | val_loss: 0.0312028 | Time: 2077.87 ms [2022-03-16 21:45:33 main:574] : INFO : Epoch 1893 | loss: 0.0310822 | val_loss: 0.0312038 | Time: 2056.38 ms [2022-03-16 21:45:35 main:574] : INFO : Epoch 1894 | loss: 0.0310823 | val_loss: 0.0312052 | Time: 2105.85 ms [2022-03-16 21:45:38 main:574] : INFO : Epoch 1895 | loss: 0.0310837 | val_loss: 0.0311963 | Time: 2080.5 ms [2022-03-16 21:45:40 main:574] : INFO : Epoch 1896 | loss: 0.0310965 | val_loss: 0.0311964 | Time: 2071.32 ms [2022-03-16 21:45:42 main:574] : INFO : Epoch 1897 | loss: 0.0310931 | val_loss: 0.031192 | Time: 2078.64 ms [2022-03-16 21:45:44 main:574] : INFO : Epoch 1898 | loss: 0.0310896 | val_loss: 0.0311908 | Time: 2087.39 ms [2022-03-16 21:45:46 main:574] : INFO : Epoch 1899 | loss: 0.0310911 | val_loss: 0.031207 | Time: 2078.72 ms [2022-03-16 21:45:48 main:574] : INFO : Epoch 1900 | loss: 0.0310875 | val_loss: 0.0312056 | Time: 2117.46 ms [2022-03-16 21:45:50 main:574] : INFO : Epoch 1901 | loss: 0.031089 | val_loss: 0.0311989 | Time: 2092.45 ms [2022-03-16 21:45:52 main:574] : INFO : Epoch 1902 | loss: 0.0310943 | val_loss: 0.0312168 | Time: 2059.88 ms [2022-03-16 21:45:54 main:574] : INFO : Epoch 1903 | loss: 0.0310915 | val_loss: 0.0311895 | Time: 2075.62 ms [2022-03-16 21:45:56 main:574] : INFO : Epoch 1904 | loss: 0.0310912 | val_loss: 0.0312061 | Time: 2075.88 ms [2022-03-16 21:45:58 main:574] : INFO : Epoch 1905 | loss: 0.0310852 | val_loss: 0.0312015 | Time: 2068.64 ms [2022-03-16 21:46:01 main:574] : INFO : Epoch 1906 | loss: 0.0310898 | val_loss: 0.0311931 | Time: 2086.66 ms [2022-03-16 21:46:03 main:574] : INFO : Epoch 1907 | loss: 0.031084 | val_loss: 0.0312043 | Time: 2064.88 ms [2022-03-16 21:46:05 main:574] : INFO : Epoch 1908 | loss: 0.031084 | val_loss: 0.031195 | Time: 2096.21 ms [2022-03-16 21:46:07 main:574] : INFO : Epoch 1909 | loss: 0.0310849 | val_loss: 0.0311927 | Time: 2069.1 ms [2022-03-16 21:46:09 main:574] : INFO : Epoch 1910 | loss: 0.031084 | val_loss: 0.0312045 | Time: 2068.83 ms [2022-03-16 21:46:11 main:574] : INFO : Epoch 1911 | loss: 0.0310812 | val_loss: 0.0311964 | Time: 2064.46 ms [2022-03-16 21:46:13 main:574] : INFO : Epoch 1912 | loss: 0.0310924 | val_loss: 0.0312169 | Time: 2071.2 ms [2022-03-16 21:46:15 main:574] : INFO : Epoch 1913 | loss: 0.0310933 | val_loss: 0.0312011 | Time: 2075.27 ms [2022-03-16 21:46:17 main:574] : INFO : Epoch 1914 | loss: 0.0310915 | val_loss: 0.0312065 | Time: 2071.35 ms [2022-03-16 21:46:19 main:574] : INFO : Epoch 1915 | loss: 0.031086 | val_loss: 0.0312067 | Time: 2120.07 ms [2022-03-16 21:46:21 main:574] : INFO : Epoch 1916 | loss: 0.0310829 | val_loss: 0.0312028 | Time: 2077.04 ms [2022-03-16 21:46:23 main:574] : INFO : Epoch 1917 | loss: 0.0310795 | val_loss: 0.0312039 | Time: 2102.11 ms [2022-03-16 21:46:26 main:574] : INFO : Epoch 1918 | loss: 0.0310848 | val_loss: 0.0311972 | Time: 2069.92 ms [2022-03-16 21:46:28 main:574] : INFO : Epoch 1919 | loss: 0.0310882 | val_loss: 0.0311999 | Time: 2089.07 ms [2022-03-16 21:46:30 main:574] : INFO : Epoch 1920 | loss: 0.0310932 | val_loss: 0.0311972 | Time: 2061.71 ms [2022-03-16 21:46:32 main:574] : INFO : Epoch 1921 | loss: 0.0311072 | val_loss: 0.0312117 | Time: 2093.61 ms [2022-03-16 21:46:34 main:574] : INFO : Epoch 1922 | loss: 0.0310918 | val_loss: 0.0312051 | Time: 2083.27 ms [2022-03-16 21:46:36 main:574] : INFO : Epoch 1923 | loss: 0.0310874 | val_loss: 0.0312083 | Time: 2081.11 ms [2022-03-16 21:46:38 main:574] : INFO : Epoch 1924 | loss: 0.0310848 | val_loss: 0.0311971 | Time: 2078.45 ms [2022-03-16 21:46:40 main:574] : INFO : Epoch 1925 | loss: 0.0310846 | val_loss: 0.0312199 | Time: 2074.53 ms [2022-03-16 21:46:42 main:574] : INFO : Epoch 1926 | loss: 0.0310841 | val_loss: 0.0311927 | Time: 2076.15 ms [2022-03-16 21:46:44 main:574] : INFO : Epoch 1927 | loss: 0.0311132 | val_loss: 0.0312058 | Time: 2093.42 ms [2022-03-16 21:46:46 main:574] : INFO : Epoch 1928 | loss: 0.0311149 | val_loss: 0.0311829 | Time: 2056.03 ms [2022-03-16 21:46:49 main:574] : INFO : Epoch 1929 | loss: 0.0311032 | val_loss: 0.031187 | Time: 2176.42 ms [2022-03-16 21:46:51 main:574] : INFO : Epoch 1930 | loss: 0.0311014 | val_loss: 0.0312028 | Time: 2092.31 ms [2022-03-16 21:46:53 main:574] : INFO : Epoch 1931 | loss: 0.0310993 | val_loss: 0.0311883 | Time: 2110.52 ms [2022-03-16 21:46:55 main:574] : INFO : Epoch 1932 | loss: 0.0310922 | val_loss: 0.0312069 | Time: 2100.03 ms [2022-03-16 21:46:57 main:574] : INFO : Epoch 1933 | loss: 0.0310912 | val_loss: 0.0312099 | Time: 2107.05 ms [2022-03-16 21:46:59 main:574] : INFO : Epoch 1934 | loss: 0.0310853 | val_loss: 0.0312012 | Time: 2095.17 ms [2022-03-16 21:47:01 main:574] : INFO : Epoch 1935 | loss: 0.0310832 | val_loss: 0.0311994 | Time: 2122 ms [2022-03-16 21:47:03 main:574] : INFO : Epoch 1936 | loss: 0.0310835 | val_loss: 0.0312158 | Time: 2104.63 ms [2022-03-16 21:47:05 main:574] : INFO : Epoch 1937 | loss: 0.0310841 | val_loss: 0.0311925 | Time: 2105.16 ms [2022-03-16 21:47:08 main:574] : INFO : Epoch 1938 | loss: 0.031083 | val_loss: 0.0312046 | Time: 2116.48 ms [2022-03-16 21:47:10 main:574] : INFO : Epoch 1939 | loss: 0.0310787 | val_loss: 0.031207 | Time: 2098.19 ms [2022-03-16 21:47:12 main:574] : INFO : Epoch 1940 | loss: 0.0310793 | val_loss: 0.0312114 | Time: 2090.47 ms [2022-03-16 21:47:14 main:574] : INFO : Epoch 1941 | loss: 0.0310779 | val_loss: 0.0312012 | Time: 2098.44 ms [2022-03-16 21:47:16 main:574] : INFO : Epoch 1942 | loss: 0.0310801 | val_loss: 0.0312027 | Time: 2121.53 ms [2022-03-16 21:47:18 main:574] : INFO : Epoch 1943 | loss: 0.0310805 | val_loss: 0.0312115 | Time: 2094.31 ms [2022-03-16 21:47:20 main:574] : INFO : Epoch 1944 | loss: 0.0310775 | val_loss: 0.0312021 | Time: 2108.83 ms [2022-03-16 21:47:22 main:574] : INFO : Epoch 1945 | loss: 0.0310789 | val_loss: 0.0312143 | Time: 2126.79 ms [2022-03-16 21:47:24 main:574] : INFO : Epoch 1946 | loss: 0.0310781 | val_loss: 0.0312031 | Time: 2108.26 ms [2022-03-16 21:47:27 main:574] : INFO : Epoch 1947 | loss: 0.0310785 | val_loss: 0.0312117 | Time: 2119.27 ms [2022-03-16 21:47:29 main:574] : INFO : Epoch 1948 | loss: 0.0310786 | val_loss: 0.0312014 | Time: 2095.23 ms [2022-03-16 21:47:31 main:574] : INFO : Epoch 1949 | loss: 0.0310804 | val_loss: 0.0312072 | Time: 2104.6 ms [2022-03-16 21:47:33 main:574] : INFO : Epoch 1950 | loss: 0.0310787 | val_loss: 0.0311956 | Time: 2111.6 ms [2022-03-16 21:47:35 main:574] : INFO : Epoch 1951 | loss: 0.0310786 | val_loss: 0.0312176 | Time: 2099.97 ms [2022-03-16 21:47:37 main:574] : INFO : Epoch 1952 | loss: 0.0310755 | val_loss: 0.0312137 | Time: 2108.07 ms [2022-03-16 21:47:39 main:574] : INFO : Epoch 1953 | loss: 0.031077 | val_loss: 0.0312003 | Time: 2118.86 ms [2022-03-16 21:47:41 main:574] : INFO : Epoch 1954 | loss: 0.0310813 | val_loss: 0.0312063 | Time: 2081.82 ms [2022-03-16 21:47:43 main:574] : INFO : Epoch 1955 | loss: 0.0310776 | val_loss: 0.0311975 | Time: 2147.52 ms [2022-03-16 21:47:46 main:574] : INFO : Epoch 1956 | loss: 0.031079 | val_loss: 0.0312072 | Time: 2108.71 ms [2022-03-16 21:47:48 main:574] : INFO : Epoch 1957 | loss: 0.0310815 | val_loss: 0.0311978 | Time: 2114.61 ms [2022-03-16 21:47:50 main:574] : INFO : Epoch 1958 | loss: 0.0310839 | val_loss: 0.0312144 | Time: 2108.17 ms [2022-03-16 21:47:52 main:574] : INFO : Epoch 1959 | loss: 0.0310919 | val_loss: 0.0311954 | Time: 2114.68 ms [2022-03-16 21:47:54 main:574] : INFO : Epoch 1960 | loss: 0.0310908 | val_loss: 0.0311937 | Time: 2102.59 ms [2022-03-16 21:47:56 main:574] : INFO : Epoch 1961 | loss: 0.0310919 | val_loss: 0.031194 | Time: 2119.88 ms [2022-03-16 21:47:58 main:574] : INFO : Epoch 1962 | loss: 0.031115 | val_loss: 0.0311846 | Time: 2083.51 ms [2022-03-16 21:48:00 main:574] : INFO : Epoch 1963 | loss: 0.0311181 | val_loss: 0.0311802 | Time: 2075.98 ms [2022-03-16 21:48:02 main:574] : INFO : Epoch 1964 | loss: 0.0311051 | val_loss: 0.0311927 | Time: 2077.1 ms [2022-03-16 21:48:04 main:574] : INFO : Epoch 1965 | loss: 0.0310983 | val_loss: 0.0311929 | Time: 2064.54 ms [2022-03-16 21:48:07 main:574] : INFO : Epoch 1966 | loss: 0.0310985 | val_loss: 0.0312073 | Time: 2045.64 ms [2022-03-16 21:48:09 main:574] : INFO : Epoch 1967 | loss: 0.0311003 | val_loss: 0.0312067 | Time: 2070.44 ms [2022-03-16 21:48:11 main:574] : INFO : Epoch 1968 | loss: 0.0311004 | val_loss: 0.0311943 | Time: 2067.47 ms [2022-03-16 21:48:13 main:574] : INFO : Epoch 1969 | loss: 0.0310923 | val_loss: 0.031204 | Time: 2069.06 ms [2022-03-16 21:48:15 main:574] : INFO : Epoch 1970 | loss: 0.0310849 | val_loss: 0.0311988 | Time: 2077.76 ms [2022-03-16 21:48:17 main:574] : INFO : Epoch 1971 | loss: 0.0310806 | val_loss: 0.031213 | Time: 2064.94 ms [2022-03-16 21:48:19 main:574] : INFO : Epoch 1972 | loss: 0.0310891 | val_loss: 0.0311919 | Time: 2039.72 ms [2022-03-16 21:48:21 main:574] : INFO : Epoch 1973 | loss: 0.0310859 | val_loss: 0.0312022 | Time: 2077.48 ms [2022-03-16 21:48:23 main:574] : INFO : Epoch 1974 | loss: 0.0310898 | val_loss: 0.0311939 | Time: 2106.09 ms [2022-03-16 21:48:25 main:574] : INFO : Epoch 1975 | loss: 0.0311059 | val_loss: 0.0311934 | Time: 2096.7 ms [2022-03-16 21:48:27 main:574] : INFO : Epoch 1976 | loss: 0.0311104 | val_loss: 0.0311873 | Time: 2054.79 ms [2022-03-16 21:48:29 main:574] : INFO : Epoch 1977 | loss: 0.0311103 | val_loss: 0.0311851 | Time: 2060.7 ms [2022-03-16 21:48:31 main:574] : INFO : Epoch 1978 | loss: 0.0311071 | val_loss: 0.031199 | Time: 2056.96 ms [2022-03-16 21:48:34 main:574] : INFO : Epoch 1979 | loss: 0.0310958 | val_loss: 0.0311977 | Time: 2068.65 ms [2022-03-16 21:48:36 main:574] : INFO : Epoch 1980 | loss: 0.0310943 | val_loss: 0.031196 | Time: 2080.03 ms [2022-03-16 21:48:38 main:574] : INFO : Epoch 1981 | loss: 0.031088 | val_loss: 0.0312044 | Time: 2076.17 ms [2022-03-16 21:48:40 main:574] : INFO : Epoch 1982 | loss: 0.0310837 | val_loss: 0.0312054 | Time: 2053.05 ms [2022-03-16 21:48:42 main:574] : INFO : Epoch 1983 | loss: 0.0310816 | val_loss: 0.0312057 | Time: 2073.55 ms [2022-03-16 21:48:44 main:574] : INFO : Epoch 1984 | loss: 0.0310798 | val_loss: 0.0311977 | Time: 2064.27 ms [2022-03-16 21:48:46 main:574] : INFO : Epoch 1985 | loss: 0.0310779 | val_loss: 0.0311981 | Time: 2050 ms [2022-03-16 21:48:48 main:574] : INFO : Epoch 1986 | loss: 0.0310776 | val_loss: 0.0312067 | Time: 2085.84 ms [2022-03-16 21:48:50 main:574] : INFO : Epoch 1987 | loss: 0.0310794 | val_loss: 0.0312038 | Time: 2062.16 ms [2022-03-16 21:48:52 main:574] : INFO : Epoch 1988 | loss: 0.0310855 | val_loss: 0.0312069 | Time: 2090.16 ms [2022-03-16 21:48:54 main:574] : INFO : Epoch 1989 | loss: 0.0310796 | val_loss: 0.0311949 | Time: 2069.43 ms [2022-03-16 21:48:56 main:574] : INFO : Epoch 1990 | loss: 0.03108 | val_loss: 0.0312096 | Time: 2082.83 ms [2022-03-16 21:48:58 main:574] : INFO : Epoch 1991 | loss: 0.0310784 | val_loss: 0.0312133 | Time: 2063.47 ms [2022-03-16 21:49:00 main:574] : INFO : Epoch 1992 | loss: 0.0310866 | val_loss: 0.0312031 | Time: 2054.38 ms [2022-03-16 21:49:03 main:574] : INFO : Epoch 1993 | loss: 0.0310926 | val_loss: 0.0311882 | Time: 2072.93 ms [2022-03-16 21:49:05 main:574] : INFO : Epoch 1994 | loss: 0.0310931 | val_loss: 0.0312021 | Time: 2064.1 ms [2022-03-16 21:49:07 main:574] : INFO : Epoch 1995 | loss: 0.0310839 | val_loss: 0.0312032 | Time: 2063.97 ms [2022-03-16 21:49:09 main:574] : INFO : Epoch 1996 | loss: 0.0310913 | val_loss: 0.0311928 | Time: 2051.27 ms [2022-03-16 21:49:11 main:574] : INFO : Epoch 1997 | loss: 0.0310902 | val_loss: 0.031201 | Time: 2082.29 ms [2022-03-16 21:49:13 main:574] : INFO : Epoch 1998 | loss: 0.0310939 | val_loss: 0.0311893 | Time: 2073.94 ms [2022-03-16 21:49:15 main:574] : INFO : Epoch 1999 | loss: 0.031115 | val_loss: 0.0311815 | Time: 2079.74 ms [2022-03-16 21:49:17 main:574] : INFO : Epoch 2000 | loss: 0.031111 | val_loss: 0.0312007 | Time: 2075.02 ms [2022-03-16 21:49:19 main:574] : INFO : Epoch 2001 | loss: 0.0311052 | val_loss: 0.0311958 | Time: 2056.21 ms [2022-03-16 21:49:21 main:574] : INFO : Epoch 2002 | loss: 0.0310938 | val_loss: 0.0311993 | Time: 2053.48 ms [2022-03-16 21:49:23 main:574] : INFO : Epoch 2003 | loss: 0.031106 | val_loss: 0.0311834 | Time: 2046.01 ms [2022-03-16 21:49:25 main:574] : INFO : Epoch 2004 | loss: 0.031115 | val_loss: 0.0311938 | Time: 2069.22 ms [2022-03-16 21:49:27 main:574] : INFO : Epoch 2005 | loss: 0.0311049 | val_loss: 0.0311884 | Time: 2128.88 ms [2022-03-16 21:49:30 main:574] : INFO : Epoch 2006 | loss: 0.0311065 | val_loss: 0.0311896 | Time: 2056.13 ms [2022-03-16 21:49:32 main:574] : INFO : Epoch 2007 | loss: 0.0311074 | val_loss: 0.0311981 | Time: 2058.94 ms [2022-03-16 21:49:34 main:574] : INFO : Epoch 2008 | loss: 0.0311141 | val_loss: 0.0311863 | Time: 2102.34 ms [2022-03-16 21:49:36 main:574] : INFO : Epoch 2009 | loss: 0.0311078 | val_loss: 0.0311926 | Time: 2077.09 ms [2022-03-16 21:49:38 main:574] : INFO : Epoch 2010 | loss: 0.0310983 | val_loss: 0.0311964 | Time: 2085.6 ms [2022-03-16 21:49:40 main:574] : INFO : Epoch 2011 | loss: 0.0310914 | val_loss: 0.0311929 | Time: 2082.49 ms [2022-03-16 21:49:42 main:574] : INFO : Epoch 2012 | loss: 0.0310882 | val_loss: 0.0312011 | Time: 2069.8 ms [2022-03-16 21:49:44 main:574] : INFO : Epoch 2013 | loss: 0.0310885 | val_loss: 0.0311971 | Time: 2075.9 ms [2022-03-16 21:49:46 main:574] : INFO : Epoch 2014 | loss: 0.0310903 | val_loss: 0.0311956 | Time: 2057.84 ms [2022-03-16 21:49:48 main:574] : INFO : Epoch 2015 | loss: 0.0310939 | val_loss: 0.031196 | Time: 2091.22 ms [2022-03-16 21:49:50 main:574] : INFO : Epoch 2016 | loss: 0.0310896 | val_loss: 0.0311994 | Time: 2070.73 ms [2022-03-16 21:49:52 main:574] : INFO : Epoch 2017 | loss: 0.0310915 | val_loss: 0.0311972 | Time: 2066.11 ms [2022-03-16 21:49:55 main:574] : INFO : Epoch 2018 | loss: 0.0310887 | val_loss: 0.0312017 | Time: 2068.14 ms [2022-03-16 21:49:57 main:574] : INFO : Epoch 2019 | loss: 0.031083 | val_loss: 0.0311945 | Time: 2062.13 ms [2022-03-16 21:49:59 main:574] : INFO : Epoch 2020 | loss: 0.0310874 | val_loss: 0.0311966 | Time: 2072.42 ms [2022-03-16 21:50:01 main:574] : INFO : Epoch 2021 | loss: 0.0310913 | val_loss: 0.0311867 | Time: 2067.07 ms [2022-03-16 21:50:03 main:574] : INFO : Epoch 2022 | loss: 0.0310952 | val_loss: 0.0312002 | Time: 2043.25 ms [2022-03-16 21:50:05 main:574] : INFO : Epoch 2023 | loss: 0.0310957 | val_loss: 0.031195 | Time: 2086.03 ms [2022-03-16 21:50:07 main:574] : INFO : Epoch 2024 | loss: 0.0310977 | val_loss: 0.0312024 | Time: 2077.28 ms [2022-03-16 21:50:09 main:574] : INFO : Epoch 2025 | loss: 0.0310878 | val_loss: 0.0312104 | Time: 2048.04 ms [2022-03-16 21:50:11 main:574] : INFO : Epoch 2026 | loss: 0.0310862 | val_loss: 0.0312037 | Time: 2068.79 ms [2022-03-16 21:50:13 main:574] : INFO : Epoch 2027 | loss: 0.0310889 | val_loss: 0.0312112 | Time: 2050.67 ms [2022-03-16 21:50:15 main:574] : INFO : Epoch 2028 | loss: 0.0310895 | val_loss: 0.031189 | Time: 2064.07 ms [2022-03-16 21:50:17 main:574] : INFO : Epoch 2029 | loss: 0.0310979 | val_loss: 0.0311967 | Time: 2058.3 ms [2022-03-16 21:50:19 main:574] : INFO : Epoch 2030 | loss: 0.03109 | val_loss: 0.0311949 | Time: 2054.56 ms [2022-03-16 21:50:21 main:574] : INFO : Epoch 2031 | loss: 0.0310926 | val_loss: 0.0312027 | Time: 2063.04 ms [2022-03-16 21:50:23 main:574] : INFO : Epoch 2032 | loss: 0.0310938 | val_loss: 0.0312033 | Time: 2066.48 ms [2022-03-16 21:50:26 main:574] : INFO : Epoch 2033 | loss: 0.0310929 | val_loss: 0.0312015 | Time: 2065.01 ms [2022-03-16 21:50:28 main:574] : INFO : Epoch 2034 | loss: 0.0310882 | val_loss: 0.0311988 | Time: 2074.94 ms [2022-03-16 21:50:30 main:574] : INFO : Epoch 2035 | loss: 0.0310846 | val_loss: 0.0312022 | Time: 2078.01 ms [2022-03-16 21:50:32 main:574] : INFO : Epoch 2036 | loss: 0.0310827 | val_loss: 0.0312135 | Time: 2050.82 ms [2022-03-16 21:50:34 main:574] : INFO : Epoch 2037 | loss: 0.0310875 | val_loss: 0.0311967 | Time: 2068.74 ms [2022-03-16 21:50:36 main:574] : INFO : Epoch 2038 | loss: 0.031113 | val_loss: 0.0311931 | Time: 2058.6 ms [2022-03-16 21:50:38 main:574] : INFO : Epoch 2039 | loss: 0.0311096 | val_loss: 0.031199 | Time: 2061.15 ms [2022-03-16 21:50:40 main:574] : INFO : Epoch 2040 | loss: 0.0311095 | val_loss: 0.0312004 | Time: 2054.64 ms [2022-03-16 21:50:42 main:574] : INFO : Epoch 2041 | loss: 0.0310991 | val_loss: 0.0311948 | Time: 2049.83 ms [2022-03-16 21:50:44 main:574] : INFO : Epoch 2042 | loss: 0.0310945 | val_loss: 0.0311939 | Time: 2079.73 ms [2022-03-16 21:50:46 main:574] : INFO : Epoch 2043 | loss: 0.0310909 | val_loss: 0.0312018 | Time: 2053.11 ms [2022-03-16 21:50:48 main:574] : INFO : Epoch 2044 | loss: 0.0310855 | val_loss: 0.0311949 | Time: 2075.61 ms [2022-03-16 21:50:50 main:574] : INFO : Epoch 2045 | loss: 0.0311196 | val_loss: 0.0312001 | Time: 2068.61 ms [2022-03-16 21:50:52 main:574] : INFO : Epoch 2046 | loss: 0.0311256 | val_loss: 0.0311793 | Time: 2076.89 ms [2022-03-16 21:50:55 main:574] : INFO : Epoch 2047 | loss: 0.0311178 | val_loss: 0.0311885 | Time: 2087.3 ms [2022-03-16 21:50:57 main:574] : INFO : Epoch 2048 | loss: 0.0311139 | val_loss: 0.0311843 | Time: 2051.13 ms [2022-03-16 21:50:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311843 [2022-03-16 21:50:57 main:603] : INFO : Saving end state to config to file [2022-03-16 21:50:57 main:608] : INFO : Success, exiting.. 21:50:57 (10272): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)