Task 3857734
| Name | ParityModified-1609265541-22822-6_1 |
| Workunit | 1906259 |
| Created | 26 Jan 2021, 6:35:09 UTC |
| Sent | 26 Jan 2021, 6:35:49 UTC |
| Report deadline | 2 Feb 2021, 6:35:49 UTC |
| Received | 26 Jan 2021, 16:22:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 10 min 36 sec |
| CPU time | 1 hours 9 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Time: 2116.28 ms [2021-01-26 16:07:17 main:574] : INFO : Epoch 1786 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 2127.18 ms [2021-01-26 16:07:19 main:574] : INFO : Epoch 1787 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 2127.89 ms [2021-01-26 16:07:21 main:574] : INFO : Epoch 1788 | loss: 0.0311901 | val_loss: 0.0311968 | Time: 2125.69 ms [2021-01-26 16:07:23 main:574] : INFO : Epoch 1789 | loss: 0.0311915 | val_loss: 0.0311887 | Time: 2123.87 ms [2021-01-26 16:07:25 main:574] : INFO : Epoch 1790 | loss: 0.0311892 | val_loss: 0.0311855 | Time: 2129.79 ms [2021-01-26 16:07:27 main:574] : INFO : Epoch 1791 | loss: 0.0311894 | val_loss: 0.0311854 | Time: 2123.91 ms [2021-01-26 16:07:30 main:574] : INFO : Epoch 1792 | loss: 0.0311901 | val_loss: 0.0311853 | Time: 2125.89 ms [2021-01-26 16:07:32 main:574] : INFO : Epoch 1793 | loss: 0.0311882 | val_loss: 0.0311862 | Time: 2124.09 ms [2021-01-26 16:07:34 main:574] : INFO : Epoch 1794 | loss: 0.0311885 | val_loss: 0.0311867 | Time: 2118.54 ms [2021-01-26 16:07:36 main:574] : INFO : Epoch 1795 | loss: 0.0311915 | val_loss: 0.031189 | Time: 2120.77 ms [2021-01-26 16:07:38 main:574] : INFO : Epoch 1796 | loss: 0.03119 | val_loss: 0.0311882 | Time: 2132.34 ms [2021-01-26 16:07:40 main:574] : INFO : Epoch 1797 | loss: 0.0311897 | val_loss: 0.0311866 | Time: 2123.74 ms [2021-01-26 16:07:42 main:574] : INFO : Epoch 1798 | loss: 0.0311932 | val_loss: 0.0311939 | Time: 2128.31 ms [2021-01-26 16:07:44 main:574] : INFO : Epoch 1799 | loss: 0.0311956 | val_loss: 0.0311944 | Time: 2123.81 ms [2021-01-26 16:07:47 main:574] : INFO : Epoch 1800 | loss: 0.0311943 | val_loss: 0.0311936 | Time: 2123.36 ms [2021-01-26 16:07:49 main:574] : INFO : Epoch 1801 | loss: 0.0311936 | val_loss: 0.0311941 | Time: 2129.64 ms [2021-01-26 16:07:51 main:574] : INFO : Epoch 1802 | loss: 0.0311947 | val_loss: 0.0311992 | Time: 2123.42 ms [2021-01-26 16:07:53 main:574] : INFO : Epoch 1803 | loss: 0.0311957 | val_loss: 0.0311999 | Time: 2123.36 ms [2021-01-26 16:07:55 main:574] : INFO : Epoch 1804 | loss: 0.0311996 | val_loss: 0.0312012 | Time: 2126.64 ms [2021-01-26 16:07:57 main:574] : INFO : Epoch 1805 | loss: 0.0311998 | val_loss: 0.0312042 | Time: 2131.99 ms [2021-01-26 16:07:59 main:574] : INFO : Epoch 1806 | loss: 0.0311997 | val_loss: 0.0312006 | Time: 2130.33 ms [2021-01-26 16:08:02 main:574] : INFO : Epoch 1807 | loss: 0.0311982 | val_loss: 0.0311998 | Time: 2126.32 ms [2021-01-26 16:08:04 main:574] : INFO : Epoch 1808 | loss: 0.0311969 | val_loss: 0.0311985 | Time: 2123.26 ms [2021-01-26 16:08:06 main:574] : INFO : Epoch 1809 | loss: 0.0311952 | val_loss: 0.0311988 | Time: 2121.21 ms [2021-01-26 16:08:08 main:574] : INFO : Epoch 1810 | loss: 0.0311945 | val_loss: 0.031197 | Time: 2127.23 ms [2021-01-26 16:08:10 main:574] : INFO : Epoch 1811 | loss: 0.0311941 | val_loss: 0.0311945 | Time: 2124.75 ms [2021-01-26 16:08:12 main:574] : INFO : Epoch 1812 | loss: 0.0311928 | val_loss: 0.0311918 | Time: 2125.28 ms [2021-01-26 16:08:14 main:574] : INFO : Epoch 1813 | loss: 0.0311909 | val_loss: 0.0311859 | Time: 2122.86 ms [2021-01-26 16:08:17 main:574] : INFO : Epoch 1814 | loss: 0.0311907 | val_loss: 0.0311863 | Time: 2128.5 ms [2021-01-26 16:08:19 main:574] : INFO : Epoch 1815 | loss: 0.0311903 | val_loss: 0.0311844 | Time: 2130.01 ms [2021-01-26 16:08:21 main:574] : INFO : Epoch 1816 | loss: 0.0311866 | val_loss: 0.0311827 | Time: 2128.45 ms [2021-01-26 16:08:23 main:574] : INFO : Epoch 1817 | loss: 0.0311859 | val_loss: 0.0311841 | Time: 2128.69 ms [2021-01-26 16:08:25 main:574] : INFO : Epoch 1818 | loss: 0.0311885 | val_loss: 0.0311808 | Time: 2121.82 ms [2021-01-26 16:08:27 main:574] : INFO : Epoch 1819 | loss: 0.0311844 | val_loss: 0.0311828 | Time: 2119.73 ms [2021-01-26 16:08:29 main:574] : INFO : Epoch 1820 | loss: 0.0311857 | val_loss: 0.0311806 | Time: 2133.73 ms [2021-01-26 16:08:31 main:574] : INFO : Epoch 1821 | loss: 0.0311831 | val_loss: 0.0311798 | Time: 2129.39 ms [2021-01-26 16:08:34 main:574] : INFO : Epoch 1822 | loss: 0.0311829 | val_loss: 0.031181 | Time: 2127.25 ms [2021-01-26 16:08:36 main:574] : INFO : Epoch 1823 | loss: 0.0311832 | val_loss: 0.0311819 | Time: 2126.93 ms [2021-01-26 16:08:38 main:574] : INFO : Epoch 1824 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 2117.98 ms [2021-01-26 16:08:40 main:574] : INFO : Epoch 1825 | loss: 0.0311829 | val_loss: 0.0311803 | Time: 2134.47 ms [2021-01-26 16:08:42 main:574] : INFO : Epoch 1826 | loss: 0.031184 | val_loss: 0.0311847 | Time: 2127.33 ms [2021-01-26 16:08:44 main:574] : INFO : Epoch 1827 | loss: 0.0311831 | val_loss: 0.0311804 | Time: 2128.65 ms [2021-01-26 16:08:46 main:574] : INFO : Epoch 1828 | loss: 0.0311816 | val_loss: 0.0311797 | Time: 2126.46 ms [2021-01-26 16:08:49 main:574] : INFO : Epoch 1829 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 2130.86 ms [2021-01-26 16:08:51 main:574] : INFO : Epoch 1830 | loss: 0.031182 | val_loss: 0.0311797 | Time: 2119.58 ms [2021-01-26 16:08:53 main:574] : INFO : Epoch 1831 | loss: 0.0311824 | val_loss: 0.0311812 | Time: 2124.61 ms [2021-01-26 16:08:55 main:574] : INFO : Epoch 1832 | loss: 0.0311844 | val_loss: 0.031187 | Time: 2130.86 ms [2021-01-26 16:08:57 main:574] : INFO : Epoch 1833 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 2129.91 ms [2021-01-26 16:08:59 main:574] : INFO : Epoch 1834 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 2129.07 ms [2021-01-26 16:09:01 main:574] : INFO : Epoch 1835 | loss: 0.0311821 | val_loss: 0.0311807 | Time: 2128.39 ms [2021-01-26 16:09:04 main:574] : INFO : Epoch 1836 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 2124.09 ms [2021-01-26 16:09:06 main:574] : INFO : Epoch 1837 | loss: 0.0311827 | val_loss: 0.0311823 | Time: 2127.77 ms [2021-01-26 16:09:08 main:574] : INFO : Epoch 1838 | loss: 0.0311813 | val_loss: 0.0311817 | Time: 2125.41 ms [2021-01-26 16:09:10 main:574] : INFO : Epoch 1839 | loss: 0.0311812 | val_loss: 0.0311807 | Time: 2128.57 ms [2021-01-26 16:09:12 main:574] : INFO : Epoch 1840 | loss: 0.0311816 | val_loss: 0.0311815 | Time: 2125.46 ms [2021-01-26 16:09:14 main:574] : INFO : Epoch 1841 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 2123.18 ms [2021-01-26 16:09:16 main:574] : INFO : Epoch 1842 | loss: 0.0311803 | val_loss: 0.0311827 | Time: 2128.19 ms [2021-01-26 16:09:19 main:574] : INFO : Epoch 1843 | loss: 0.031182 | val_loss: 0.03118 | Time: 2123.46 ms [2021-01-26 16:09:21 main:574] : INFO : Epoch 1844 | loss: 0.0311827 | val_loss: 0.0311809 | Time: 2123.46 ms [2021-01-26 16:09:23 main:574] : INFO : Epoch 1845 | loss: 0.0311811 | val_loss: 0.0311796 | Time: 2128.11 ms [2021-01-26 16:09:25 main:574] : INFO : Epoch 1846 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 2128.65 ms [2021-01-26 16:09:27 main:574] : INFO : Epoch 1847 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 2122.41 ms [2021-01-26 16:09:29 main:574] : INFO : Epoch 1848 | loss: 0.0311816 | val_loss: 0.0311828 | Time: 2132.21 ms [2021-01-26 16:09:31 main:574] : INFO : Epoch 1849 | loss: 0.0311829 | val_loss: 0.0311842 | Time: 2124.84 ms [2021-01-26 16:09:33 main:574] : INFO : Epoch 1850 | loss: 0.0311826 | val_loss: 0.0311786 | Time: 2121.59 ms [2021-01-26 16:09:36 main:574] : INFO : Epoch 1851 | loss: 0.0311806 | val_loss: 0.0311795 | Time: 2122.72 ms [2021-01-26 16:09:38 main:574] : INFO : Epoch 1852 | loss: 0.0311799 | val_loss: 0.0311789 | Time: 2123.2 ms [2021-01-26 16:09:40 main:574] : INFO : Epoch 1853 | loss: 0.0311799 | val_loss: 0.0311803 | Time: 2129.58 ms [2021-01-26 16:09:42 main:574] : INFO : Epoch 1854 | loss: 0.0311807 | val_loss: 0.031179 | Time: 2144.78 ms [2021-01-26 16:09:44 main:574] : INFO : Epoch 1855 | loss: 0.0311828 | val_loss: 0.0311804 | Time: 2130.52 ms [2021-01-26 16:09:46 main:574] : INFO : Epoch 1856 | loss: 0.0311876 | val_loss: 0.0311808 | Time: 2158.15 ms [2021-01-26 16:09:49 main:574] : INFO : Epoch 1857 | loss: 0.0311881 | val_loss: 0.0311803 | Time: 2140.09 ms [2021-01-26 16:09:51 main:574] : INFO : Epoch 1858 | loss: 0.0311843 | val_loss: 0.0311802 | Time: 2148.6 ms [2021-01-26 16:09:53 main:574] : INFO : Epoch 1859 | loss: 0.0311814 | val_loss: 0.0311786 | Time: 2130.04 ms [2021-01-26 16:09:55 main:574] : INFO : Epoch 1860 | loss: 0.0311795 | val_loss: 0.0311778 | Time: 2130.25 ms [2021-01-26 16:09:57 main:574] : INFO : Epoch 1861 | loss: 0.0311807 | val_loss: 0.0311778 | Time: 2127.06 ms [2021-01-26 16:09:59 main:574] : INFO : Epoch 1862 | loss: 0.0311799 | val_loss: 0.0311786 | Time: 2125.39 ms [2021-01-26 16:10:01 main:574] : INFO : Epoch 1863 | loss: 0.0311802 | val_loss: 0.0311776 | Time: 2123.78 ms [2021-01-26 16:10:04 main:574] : INFO : Epoch 1864 | loss: 0.0311806 | val_loss: 0.0311804 | Time: 2131.04 ms [2021-01-26 16:10:06 main:574] : INFO : Epoch 1865 | loss: 0.0311816 | val_loss: 0.0311821 | Time: 2126.26 ms [2021-01-26 16:10:08 main:574] : INFO : Epoch 1866 | loss: 0.0311811 | val_loss: 0.0311776 | Time: 2125.93 ms [2021-01-26 16:10:10 main:574] : INFO : Epoch 1867 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 2128.2 ms [2021-01-26 16:10:12 main:574] : INFO : Epoch 1868 | loss: 0.0311817 | val_loss: 0.0311787 | Time: 2123.59 ms [2021-01-26 16:10:14 main:574] : INFO : Epoch 1869 | loss: 0.0311809 | val_loss: 0.0311781 | Time: 2127.23 ms [2021-01-26 16:10:16 main:574] : INFO : Epoch 1870 | loss: 0.0311814 | val_loss: 0.0311796 | Time: 2122.47 ms [2021-01-26 16:10:18 main:574] : INFO : Epoch 1871 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 2125.41 ms [2021-01-26 16:10:21 main:574] : INFO : Epoch 1872 | loss: 0.0311828 | val_loss: 0.0311797 | Time: 2129.85 ms [2021-01-26 16:10:23 main:574] : INFO : Epoch 1873 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 2124.11 ms [2021-01-26 16:10:25 main:574] : INFO : Epoch 1874 | loss: 0.0311814 | val_loss: 0.0311781 | Time: 2129.96 ms [2021-01-26 16:10:27 main:574] : INFO : Epoch 1875 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 2126.78 ms [2021-01-26 16:10:29 main:574] : INFO : Epoch 1876 | loss: 0.03118 | val_loss: 0.0311811 | Time: 2129.54 ms [2021-01-26 16:10:31 main:574] : INFO : Epoch 1877 | loss: 0.0311805 | val_loss: 0.0311796 | Time: 2123.22 ms [2021-01-26 16:10:33 main:574] : INFO : Epoch 1878 | loss: 0.0311802 | val_loss: 0.0311788 | Time: 2124.33 ms [2021-01-26 16:10:36 main:574] : INFO : Epoch 1879 | loss: 0.0311817 | val_loss: 0.0311795 | Time: 2128.68 ms [2021-01-26 16:10:38 main:574] : INFO : Epoch 1880 | loss: 0.0311825 | val_loss: 0.0311829 | Time: 2123.92 ms [2021-01-26 16:10:40 main:574] : INFO : Epoch 1881 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 2127.02 ms [2021-01-26 16:10:42 main:574] : INFO : Epoch 1882 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 2149.18 ms [2021-01-26 16:10:44 main:574] : INFO : Epoch 1883 | loss: 0.0311796 | val_loss: 0.0311801 | Time: 2128.08 ms [2021-01-26 16:10:46 main:574] : INFO : Epoch 1884 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 2129.12 ms [2021-01-26 16:10:48 main:574] : INFO : Epoch 1885 | loss: 0.0311812 | val_loss: 0.0311814 | Time: 2129.43 ms [2021-01-26 16:10:51 main:574] : INFO : Epoch 1886 | loss: 0.0311812 | val_loss: 0.0311784 | Time: 2127.19 ms [2021-01-26 16:10:53 main:574] : INFO : Epoch 1887 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 2132.56 ms [2021-01-26 16:10:55 main:574] : INFO : Epoch 1888 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 2125.51 ms [2021-01-26 16:10:57 main:574] : INFO : Epoch 1889 | loss: 0.031179 | val_loss: 0.0311794 | Time: 2136.37 ms [2021-01-26 16:10:59 main:574] : INFO : Epoch 1890 | loss: 0.031179 | val_loss: 0.0311788 | Time: 2122.6 ms [2021-01-26 16:11:01 main:574] : INFO : Epoch 1891 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 2131.67 ms [2021-01-26 16:11:03 main:574] : INFO : Epoch 1892 | loss: 0.03118 | val_loss: 0.0311814 | Time: 2128.92 ms [2021-01-26 16:11:06 main:574] : INFO : Epoch 1893 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 2144.16 ms [2021-01-26 16:11:08 main:574] : INFO : Epoch 1894 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 2125.91 ms [2021-01-26 16:11:10 main:574] : INFO : Epoch 1895 | loss: 0.0311802 | val_loss: 0.031179 | Time: 2122.41 ms [2021-01-26 16:11:12 main:574] : INFO : Epoch 1896 | loss: 0.031179 | val_loss: 0.031179 | Time: 2132.67 ms [2021-01-26 16:11:14 main:574] : INFO : Epoch 1897 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 2124.78 ms [2021-01-26 16:11:16 main:574] : INFO : Epoch 1898 | loss: 0.0311834 | val_loss: 0.0311861 | Time: 2131.49 ms [2021-01-26 16:11:18 main:574] : INFO : Epoch 1899 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 2128.59 ms [2021-01-26 16:11:21 main:574] : INFO : Epoch 1900 | loss: 0.0311785 | val_loss: 0.0311795 | Time: 2121.22 ms [2021-01-26 16:11:23 main:574] : INFO : Epoch 1901 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 2127.96 ms [2021-01-26 16:11:25 main:574] : INFO : Epoch 1902 | loss: 0.031179 | val_loss: 0.0311791 | Time: 2132.26 ms [2021-01-26 16:11:27 main:574] : INFO : Epoch 1903 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 2124.71 ms [2021-01-26 16:11:29 main:574] : INFO : Epoch 1904 | loss: 0.0311794 | val_loss: 0.0311784 | Time: 2133.92 ms [2021-01-26 16:11:31 main:574] : INFO : Epoch 1905 | loss: 0.03118 | val_loss: 0.0311816 | Time: 2131.1 ms [2021-01-26 16:11:33 main:574] : INFO : Epoch 1906 | loss: 0.0311814 | val_loss: 0.0311807 | Time: 2125.86 ms [2021-01-26 16:11:35 main:574] : INFO : Epoch 1907 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 2127.18 ms [2021-01-26 16:11:38 main:574] : INFO : Epoch 1908 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 2124.11 ms [2021-01-26 16:11:40 main:574] : INFO : Epoch 1909 | loss: 0.0311813 | val_loss: 0.0311796 | Time: 2128.62 ms [2021-01-26 16:11:42 main:574] : INFO : Epoch 1910 | loss: 0.0311848 | val_loss: 0.0311801 | Time: 2124.35 ms [2021-01-26 16:11:44 main:574] : INFO : Epoch 1911 | loss: 0.0311817 | val_loss: 0.0311811 | Time: 2128.55 ms [2021-01-26 16:11:46 main:574] : INFO : Epoch 1912 | loss: 0.0311813 | val_loss: 0.0311791 | Time: 2124.15 ms [2021-01-26 16:11:48 main:574] : INFO : Epoch 1913 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 2128.24 ms [2021-01-26 16:11:50 main:574] : INFO : Epoch 1914 | loss: 0.0311819 | val_loss: 0.031179 | Time: 2124.64 ms [2021-01-26 16:11:53 main:574] : INFO : Epoch 1915 | loss: 0.0311805 | val_loss: 0.0311789 | Time: 2129.17 ms [2021-01-26 16:11:55 main:574] : INFO : Epoch 1916 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 2128.41 ms [2021-01-26 16:11:57 main:574] : INFO : Epoch 1917 | loss: 0.0311801 | val_loss: 0.0311795 | Time: 2124.74 ms [2021-01-26 16:11:59 main:574] : INFO : Epoch 1918 | loss: 0.0311804 | val_loss: 0.0311794 | Time: 2127.36 ms [2021-01-26 16:12:01 main:574] : INFO : Epoch 1919 | loss: 0.0311803 | val_loss: 0.0311804 | Time: 2127.61 ms [2021-01-26 16:12:03 main:574] : INFO : Epoch 1920 | loss: 0.0311808 | val_loss: 0.0311788 | Time: 2128.44 ms [2021-01-26 16:12:05 main:574] : INFO : Epoch 1921 | loss: 0.03118 | val_loss: 0.0311817 | Time: 2127.44 ms [2021-01-26 16:12:08 main:574] : INFO : Epoch 1922 | loss: 0.0311815 | val_loss: 0.0311791 | Time: 2127.7 ms [2021-01-26 16:12:10 main:574] : INFO : Epoch 1923 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 2125.99 ms [2021-01-26 16:12:12 main:574] : INFO : Epoch 1924 | loss: 0.031182 | val_loss: 0.0311843 | Time: 2127.25 ms [2021-01-26 16:12:14 main:574] : INFO : Epoch 1925 | loss: 0.0311824 | val_loss: 0.0311797 | Time: 2133.86 ms [2021-01-26 16:12:16 main:574] : INFO : Epoch 1926 | loss: 0.0311799 | val_loss: 0.0311789 | Time: 2125.82 ms [2021-01-26 16:12:18 main:574] : INFO : Epoch 1927 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 2140.11 ms [2021-01-26 16:12:20 main:574] : INFO : Epoch 1928 | loss: 0.0311802 | val_loss: 0.0311788 | Time: 2128.41 ms [2021-01-26 16:12:23 main:574] : INFO : Epoch 1929 | loss: 0.0311799 | val_loss: 0.0311809 | Time: 2128.79 ms [2021-01-26 16:12:25 main:574] : INFO : Epoch 1930 | loss: 0.0311818 | val_loss: 0.0311838 | Time: 2126.11 ms [2021-01-26 16:12:27 main:574] : INFO : Epoch 1931 | loss: 0.0311817 | val_loss: 0.0311796 | Time: 2128.79 ms [2021-01-26 16:12:29 main:574] : INFO : Epoch 1932 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 2160.68 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro M2000) [2021-01-26 16:16:36 main:435] : INFO : Set logging level to 1 [2021-01-26 16:16:36 main:441] : INFO : Running in BOINC Client mode [2021-01-26 16:16:36 main:444] : INFO : Resolving all filenames [2021-01-26 16:16:36 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-26 16:16:36 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265541-22822-6_1_r919357001_1 (exists = 1) [2021-01-26 16:16:36 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265541-22822-6_1_r919357001_0 (exists = 0) [2021-01-26 16:16:36 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265541-22822-6 (exists = 1) [2021-01-26 16:16:36 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-26 16:16:36 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-26 16:16:36 main:474] : INFO : Configuration: [2021-01-26 16:16:36 main:475] : INFO : Model type: GRU [2021-01-26 16:16:36 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-26 16:16:36 main:477] : INFO : Max Epochs: 2048 [2021-01-26 16:16:36 main:478] : INFO : Batch Size: 128 [2021-01-26 16:16:36 main:479] : INFO : Learning Rate: 0.01 [2021-01-26 16:16:36 main:480] : INFO : Patience: 10 [2021-01-26 16:16:36 main:481] : INFO : Hidden Width: 12 [2021-01-26 16:16:36 main:482] : INFO : # Recurrent Layers: 4 [2021-01-26 16:16:36 main:483] : INFO : # Backend Layers: 4 [2021-01-26 16:16:36 main:484] : INFO : # Threads: 1 [2021-01-26 16:16:36 main:486] : INFO : Preparing Dataset [2021-01-26 16:16:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:16:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:16:38 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-26 16:16:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:16:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:16:38 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-26 16:16:38 main:494] : INFO : Creating Model [2021-01-26 16:16:38 main:507] : INFO : Preparing config file [2021-01-26 16:16:38 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-26 16:16:38 main:512] : INFO : Loading config [2021-01-26 16:16:38 main:514] : INFO : Loading state [2021-01-26 16:16:39 main:559] : INFO : Loading DataLoader into Memory [2021-01-26 16:16:39 main:562] : INFO : Starting Training [2021-01-26 16:16:41 main:574] : INFO : Epoch 1856 | loss: 0.0312161 | val_loss: 0.0311889 | Time: 2495.14 ms [2021-01-26 16:16:44 main:574] : INFO : Epoch 1857 | loss: 0.031186 | val_loss: 0.0311794 | Time: 2084.65 ms [2021-01-26 16:16:46 main:574] : INFO : Epoch 1858 | loss: 0.0311839 | val_loss: 0.0311806 | Time: 2099.32 ms [2021-01-26 16:16:48 main:574] : INFO : Epoch 1859 | loss: 0.0311839 | val_loss: 0.0311795 | Time: 2094.69 ms [2021-01-26 16:16:50 main:574] : INFO : Epoch 1860 | loss: 0.0311845 | val_loss: 0.0311815 | Time: 2104.02 ms [2021-01-26 16:16:52 main:574] : INFO : Epoch 1861 | loss: 0.0311839 | val_loss: 0.0311793 | Time: 2110.68 ms [2021-01-26 16:16:54 main:574] : INFO : Epoch 1862 | loss: 0.0311814 | val_loss: 0.0311769 | Time: 2111.58 ms [2021-01-26 16:16:56 main:574] : INFO : Epoch 1863 | loss: 0.0311819 | val_loss: 0.0311784 | Time: 2106.57 ms [2021-01-26 16:16:58 main:574] : INFO : Epoch 1864 | loss: 0.0311811 | val_loss: 0.0311779 | Time: 2112.8 ms [2021-01-26 16:17:00 main:574] : INFO : Epoch 1865 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 2108.02 ms [2021-01-26 16:17:03 main:574] : INFO : Epoch 1866 | loss: 0.0311823 | val_loss: 0.0311806 | Time: 2110.43 ms [2021-01-26 16:17:05 main:574] : INFO : Epoch 1867 | loss: 0.0311849 | val_loss: 0.0311817 | Time: 2109.85 ms [2021-01-26 16:17:07 main:574] : INFO : Epoch 1868 | loss: 0.031184 | val_loss: 0.0311805 | Time: 2111.96 ms [2021-01-26 16:17:09 main:574] : INFO : Epoch 1869 | loss: 0.0311835 | val_loss: 0.0311813 | Time: 2107.28 ms [2021-01-26 16:17:11 main:574] : INFO : Epoch 1870 | loss: 0.0311819 | val_loss: 0.0311807 | Time: 2105.86 ms [2021-01-26 16:17:13 main:574] : INFO : Epoch 1871 | loss: 0.0311822 | val_loss: 0.0311794 | Time: 2102.9 ms [2021-01-26 16:17:15 main:574] : INFO : Epoch 1872 | loss: 0.0311823 | val_loss: 0.0311824 | Time: 2116.14 ms [2021-01-26 16:17:17 main:574] : INFO : Epoch 1873 | loss: 0.0311816 | val_loss: 0.0311802 | Time: 2104.81 ms [2021-01-26 16:17:20 main:574] : INFO : Epoch 1874 | loss: 0.031182 | val_loss: 0.0311788 | Time: 2119.33 ms [2021-01-26 16:17:22 main:574] : INFO : Epoch 1875 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 2107.61 ms [2021-01-26 16:17:24 main:574] : INFO : Epoch 1876 | loss: 0.0311817 | val_loss: 0.0311793 | Time: 2120.94 ms [2021-01-26 16:17:26 main:574] : INFO : Epoch 1877 | loss: 0.0311811 | val_loss: 0.0311791 | Time: 2113.98 ms [2021-01-26 16:17:28 main:574] : INFO : Epoch 1878 | loss: 0.0311837 | val_loss: 0.0311826 | Time: 2113.53 ms [2021-01-26 16:17:30 main:574] : INFO : Epoch 1879 | loss: 0.0311858 | val_loss: 0.0311824 | Time: 2115.23 ms [2021-01-26 16:17:32 main:574] : INFO : Epoch 1880 | loss: 0.0311843 | val_loss: 0.0311815 | Time: 2114.83 ms [2021-01-26 16:17:34 main:574] : INFO : Epoch 1881 | loss: 0.0311836 | val_loss: 0.0311817 | Time: 2112.71 ms [2021-01-26 16:17:37 main:574] : INFO : Epoch 1882 | loss: 0.0311846 | val_loss: 0.0311803 | Time: 2123.71 ms [2021-01-26 16:17:39 main:574] : INFO : Epoch 1883 | loss: 0.0311823 | val_loss: 0.03118 | Time: 2117.25 ms [2021-01-26 16:17:41 main:574] : INFO : Epoch 1884 | loss: 0.0311828 | val_loss: 0.0311813 | Time: 2122.81 ms [2021-01-26 16:17:43 main:574] : INFO : Epoch 1885 | loss: 0.0311823 | val_loss: 0.0311798 | Time: 2117.29 ms [2021-01-26 16:17:45 main:574] : INFO : Epoch 1886 | loss: 0.0311819 | val_loss: 0.0311796 | Time: 2111.78 ms [2021-01-26 16:17:47 main:574] : INFO : Epoch 1887 | loss: 0.0311821 | val_loss: 0.0311805 | Time: 2117.04 ms [2021-01-26 16:17:49 main:574] : INFO : Epoch 1888 | loss: 0.031181 | val_loss: 0.0311796 | Time: 2114.27 ms [2021-01-26 16:17:51 main:574] : INFO : Epoch 1889 | loss: 0.0311831 | val_loss: 0.0311801 | Time: 2111.87 ms [2021-01-26 16:17:54 main:574] : INFO : Epoch 1890 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 2118.12 ms [2021-01-26 16:17:56 main:574] : INFO : Epoch 1891 | loss: 0.0311835 | val_loss: 0.031189 | Time: 2109.15 ms [2021-01-26 16:17:58 main:574] : INFO : Epoch 1892 | loss: 0.0311826 | val_loss: 0.0311805 | Time: 2119.1 ms [2021-01-26 16:18:00 main:574] : INFO : Epoch 1893 | loss: 0.0311813 | val_loss: 0.0311814 | Time: 2117.02 ms [2021-01-26 16:18:02 main:574] : INFO : Epoch 1894 | loss: 0.0311824 | val_loss: 0.0311799 | Time: 2118.16 ms [2021-01-26 16:18:04 main:574] : INFO : Epoch 1895 | loss: 0.0311818 | val_loss: 0.031179 | Time: 2114.46 ms [2021-01-26 16:18:06 main:574] : INFO : Epoch 1896 | loss: 0.031181 | val_loss: 0.0311794 | Time: 2114.5 ms [2021-01-26 16:18:08 main:574] : INFO : Epoch 1897 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 2109.98 ms [2021-01-26 16:18:11 main:574] : INFO : Epoch 1898 | loss: 0.031181 | val_loss: 0.0311817 | Time: 2120.18 ms [2021-01-26 16:18:13 main:574] : INFO : Epoch 1899 | loss: 0.0311812 | val_loss: 0.0311793 | Time: 2113.93 ms [2021-01-26 16:18:15 main:574] : INFO : Epoch 1900 | loss: 0.031181 | val_loss: 0.0311797 | Time: 2169.94 ms [2021-01-26 16:18:17 main:574] : INFO : Epoch 1901 | loss: 0.031181 | val_loss: 0.0311805 | Time: 2107.68 ms [2021-01-26 16:18:19 main:574] : INFO : Epoch 1902 | loss: 0.0311804 | val_loss: 0.0311795 | Time: 2115.23 ms [2021-01-26 16:18:21 main:574] : INFO : Epoch 1903 | loss: 0.0311796 | val_loss: 0.0311789 | Time: 2106.96 ms [2021-01-26 16:18:23 main:574] : INFO : Epoch 1904 | loss: 0.0311797 | val_loss: 0.03118 | Time: 2115.82 ms [2021-01-26 16:18:26 main:574] : INFO : Epoch 1905 | loss: 0.0311796 | val_loss: 0.0311792 | Time: 2112.38 ms [2021-01-26 16:18:28 main:574] : INFO : Epoch 1906 | loss: 0.0311799 | val_loss: 0.031183 | Time: 2116.35 ms [2021-01-26 16:18:30 main:574] : INFO : Epoch 1907 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 2115.09 ms [2021-01-26 16:18:32 main:574] : INFO : Epoch 1908 | loss: 0.0311802 | val_loss: 0.0311808 | Time: 2115.32 ms [2021-01-26 16:18:34 main:574] : INFO : Epoch 1909 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 2120.24 ms [2021-01-26 16:18:36 main:574] : INFO : Epoch 1910 | loss: 0.0311821 | val_loss: 0.0311886 | Time: 2116.06 ms [2021-01-26 16:18:38 main:574] : INFO : Epoch 1911 | loss: 0.0311844 | val_loss: 0.0311899 | Time: 2111.07 ms [2021-01-26 16:18:40 main:574] : INFO : Epoch 1912 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 2116.61 ms [2021-01-26 16:18:43 main:574] : INFO : Epoch 1913 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 2108.49 ms [2021-01-26 16:18:45 main:574] : INFO : Epoch 1914 | loss: 0.0311792 | val_loss: 0.031181 | Time: 2116.18 ms [2021-01-26 16:18:47 main:574] : INFO : Epoch 1915 | loss: 0.0311796 | val_loss: 0.03118 | Time: 2114.16 ms [2021-01-26 16:18:49 main:574] : INFO : Epoch 1916 | loss: 0.0311796 | val_loss: 0.031181 | Time: 2122.01 ms [2021-01-26 16:18:51 main:574] : INFO : Epoch 1917 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 2116.28 ms [2021-01-26 16:18:53 main:574] : INFO : Epoch 1918 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 2117.46 ms [2021-01-26 16:18:55 main:574] : INFO : Epoch 1919 | loss: 0.031179 | val_loss: 0.0311795 | Time: 2116.9 ms [2021-01-26 16:18:57 main:574] : INFO : Epoch 1920 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 2119.11 ms [2021-01-26 16:19:00 main:574] : INFO : Epoch 1921 | loss: 0.0311784 | val_loss: 0.0311787 | Time: 2114.42 ms [2021-01-26 16:19:02 main:574] : INFO : Epoch 1922 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 2111.3 ms [2021-01-26 16:19:04 main:574] : INFO : Epoch 1923 | loss: 0.0311798 | val_loss: 0.0311794 | Time: 2110.18 ms [2021-01-26 16:19:06 main:574] : INFO : Epoch 1924 | loss: 0.0311788 | val_loss: 0.0311787 | Time: 2115.43 ms [2021-01-26 16:19:08 main:574] : INFO : Epoch 1925 | loss: 0.0311792 | val_loss: 0.0311784 | Time: 2116.26 ms [2021-01-26 16:19:10 main:574] : INFO : Epoch 1926 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 2119.75 ms [2021-01-26 16:19:12 main:574] : INFO : Epoch 1927 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 2113.94 ms [2021-01-26 16:19:14 main:574] : INFO : Epoch 1928 | loss: 0.0311809 | val_loss: 0.0311792 | Time: 2115.85 ms [2021-01-26 16:19:17 main:574] : INFO : Epoch 1929 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 2109.81 ms [2021-01-26 16:19:19 main:574] : INFO : Epoch 1930 | loss: 0.031179 | val_loss: 0.0311813 | Time: 2117.4 ms [2021-01-26 16:19:21 main:574] : INFO : Epoch 1931 | loss: 0.0311789 | val_loss: 0.0311788 | Time: 2109.2 ms [2021-01-26 16:19:23 main:574] : INFO : Epoch 1932 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 2115.29 ms [2021-01-26 16:19:25 main:574] : INFO : Epoch 1933 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 2113.87 ms [2021-01-26 16:19:27 main:574] : INFO : Epoch 1934 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 2113.03 ms [2021-01-26 16:19:29 main:574] : INFO : Epoch 1935 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 2116.69 ms [2021-01-26 16:19:31 main:574] : INFO : Epoch 1936 | loss: 0.0311788 | val_loss: 0.03118 | Time: 2111.47 ms [2021-01-26 16:19:34 main:574] : INFO : Epoch 1937 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 2114.04 ms [2021-01-26 16:19:36 main:574] : INFO : Epoch 1938 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 2118.08 ms [2021-01-26 16:19:38 main:574] : INFO : Epoch 1939 | loss: 0.0311783 | val_loss: 0.0311787 | Time: 2123.1 ms [2021-01-26 16:19:40 main:574] : INFO : Epoch 1940 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 2117.88 ms [2021-01-26 16:19:42 main:574] : INFO : Epoch 1941 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 2111.38 ms [2021-01-26 16:19:44 main:574] : INFO : Epoch 1942 | loss: 0.0311781 | val_loss: 0.031179 | Time: 2110.22 ms [2021-01-26 16:19:46 main:574] : INFO : Epoch 1943 | loss: 0.0311779 | val_loss: 0.0311787 | Time: 2115.69 ms [2021-01-26 16:19:48 main:574] : INFO : Epoch 1944 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 2113.99 ms [2021-01-26 16:19:51 main:574] : INFO : Epoch 1945 | loss: 0.0311831 | val_loss: 0.0311882 | Time: 2118.15 ms [2021-01-26 16:19:53 main:574] : INFO : Epoch 1946 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 2116.14 ms [2021-01-26 16:19:55 main:574] : INFO : Epoch 1947 | loss: 0.0311784 | val_loss: 0.0311808 | Time: 2105.65 ms [2021-01-26 16:19:57 main:574] : INFO : Epoch 1948 | loss: 0.0311795 | val_loss: 0.03118 | Time: 2113.57 ms [2021-01-26 16:19:59 main:574] : INFO : Epoch 1949 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 2116.8 ms [2021-01-26 16:20:01 main:574] : INFO : Epoch 1950 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2117.84 ms [2021-01-26 16:20:03 main:574] : INFO : Epoch 1951 | loss: 0.0311793 | val_loss: 0.0311787 | Time: 2113.82 ms [2021-01-26 16:20:05 main:574] : INFO : Epoch 1952 | loss: 0.0311802 | val_loss: 0.0311783 | Time: 2115.31 ms [2021-01-26 16:20:08 main:574] : INFO : Epoch 1953 | loss: 0.0311791 | val_loss: 0.0311794 | Time: 2112.28 ms [2021-01-26 16:20:10 main:574] : INFO : Epoch 1954 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 2115.27 ms [2021-01-26 16:20:12 main:574] : INFO : Epoch 1955 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 2114.39 ms [2021-01-26 16:20:14 main:574] : INFO : Epoch 1956 | loss: 0.0311812 | val_loss: 0.0311781 | Time: 2118.7 ms [2021-01-26 16:20:16 main:574] : INFO : Epoch 1957 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 2117.45 ms [2021-01-26 16:20:18 main:574] : INFO : Epoch 1958 | loss: 0.0311818 | val_loss: 0.0311845 | Time: 2115.16 ms [2021-01-26 16:20:20 main:574] : INFO : Epoch 1959 | loss: 0.0311804 | val_loss: 0.0311793 | Time: 2110.23 ms [2021-01-26 16:20:22 main:574] : INFO : Epoch 1960 | loss: 0.031179 | val_loss: 0.0311793 | Time: 2120.68 ms [2021-01-26 16:20:25 main:574] : INFO : Epoch 1961 | loss: 0.0311777 | val_loss: 0.031178 | Time: 2115.01 ms [2021-01-26 16:20:27 main:574] : INFO : Epoch 1962 | loss: 0.031177 | val_loss: 0.0311806 | Time: 2124.62 ms [2021-01-26 16:20:29 main:574] : INFO : Epoch 1963 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 2111.05 ms [2021-01-26 16:20:31 main:574] : INFO : Epoch 1964 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 2114.79 ms [2021-01-26 16:20:33 main:574] : INFO : Epoch 1965 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 2108.05 ms [2021-01-26 16:20:35 main:574] : INFO : Epoch 1966 | loss: 0.0311788 | val_loss: 0.0311795 | Time: 2114.52 ms [2021-01-26 16:20:37 main:574] : INFO : Epoch 1967 | loss: 0.0311773 | val_loss: 0.0311783 | Time: 2119.1 ms [2021-01-26 16:20:39 main:574] : INFO : Epoch 1968 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 2118.62 ms [2021-01-26 16:20:42 main:574] : INFO : Epoch 1969 | loss: 0.0311797 | val_loss: 0.0311786 | Time: 2120.25 ms [2021-01-26 16:20:44 main:574] : INFO : Epoch 1970 | loss: 0.0311788 | val_loss: 0.0311776 | Time: 2117.48 ms [2021-01-26 16:20:46 main:574] : INFO : Epoch 1971 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 2119.04 ms [2021-01-26 16:20:48 main:574] : INFO : Epoch 1972 | loss: 0.0311786 | val_loss: 0.0311789 | Time: 2115.17 ms [2021-01-26 16:20:50 main:574] : INFO : Epoch 1973 | loss: 0.0311801 | val_loss: 0.0311818 | Time: 2114.09 ms [2021-01-26 16:20:52 main:574] : INFO : Epoch 1974 | loss: 0.0311813 | val_loss: 0.031178 | Time: 2110.66 ms [2021-01-26 16:20:54 main:574] : INFO : Epoch 1975 | loss: 0.0311783 | val_loss: 0.0311775 | Time: 2116.06 ms [2021-01-26 16:20:56 main:574] : INFO : Epoch 1976 | loss: 0.0311781 | val_loss: 0.0311786 | Time: 2115.78 ms [2021-01-26 16:20:59 main:574] : INFO : Epoch 1977 | loss: 0.0311779 | val_loss: 0.0311787 | Time: 2119.37 ms [2021-01-26 16:21:01 main:574] : INFO : Epoch 1978 | loss: 0.0311782 | val_loss: 0.0311792 | Time: 2115.92 ms [2021-01-26 16:21:03 main:574] : INFO : Epoch 1979 | loss: 0.0311783 | val_loss: 0.0311774 | Time: 2114.05 ms [2021-01-26 16:21:05 main:574] : INFO : Epoch 1980 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 2112.79 ms [2021-01-26 16:21:07 main:574] : INFO : Epoch 1981 | loss: 0.031179 | val_loss: 0.0311784 | Time: 2120.92 ms [2021-01-26 16:21:09 main:574] : INFO : Epoch 1982 | loss: 0.0311804 | val_loss: 0.0311778 | Time: 2118.51 ms [2021-01-26 16:21:11 main:574] : INFO : Epoch 1983 | loss: 0.0311799 | val_loss: 0.0311781 | Time: 2117 ms [2021-01-26 16:21:13 main:574] : INFO : Epoch 1984 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 2118.94 ms [2021-01-26 16:21:16 main:574] : INFO : Epoch 1985 | loss: 0.0311794 | val_loss: 0.031178 | Time: 2115.47 ms [2021-01-26 16:21:18 main:574] : INFO : Epoch 1986 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 2117.47 ms [2021-01-26 16:21:20 main:574] : INFO : Epoch 1987 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 2108.04 ms [2021-01-26 16:21:22 main:574] : INFO : Epoch 1988 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 2115.87 ms [2021-01-26 16:21:24 main:574] : INFO : Epoch 1989 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2114.87 ms [2021-01-26 16:21:26 main:574] : INFO : Epoch 1990 | loss: 0.0311777 | val_loss: 0.0311779 | Time: 2120.65 ms [2021-01-26 16:21:28 main:574] : INFO : Epoch 1991 | loss: 0.0311775 | val_loss: 0.031178 | Time: 2119.75 ms [2021-01-26 16:21:30 main:574] : INFO : Epoch 1992 | loss: 0.0311774 | val_loss: 0.0311783 | Time: 2111.47 ms [2021-01-26 16:21:33 main:574] : INFO : Epoch 1993 | loss: 0.0311791 | val_loss: 0.0311784 | Time: 2114.33 ms [2021-01-26 16:21:35 main:574] : INFO : Epoch 1994 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 2116.87 ms [2021-01-26 16:21:37 main:574] : INFO : Epoch 1995 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 2117.01 ms [2021-01-26 16:21:39 main:574] : INFO : Epoch 1996 | loss: 0.0311795 | val_loss: 0.031179 | Time: 2112.02 ms [2021-01-26 16:21:41 main:574] : INFO : Epoch 1997 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 2118.6 ms [2021-01-26 16:21:43 main:574] : INFO : Epoch 1998 | loss: 0.0311806 | val_loss: 0.0311819 | Time: 2111.55 ms [2021-01-26 16:21:45 main:574] : INFO : Epoch 1999 | loss: 0.0311797 | val_loss: 0.0311776 | Time: 2110.05 ms [2021-01-26 16:21:47 main:574] : INFO : Epoch 2000 | loss: 0.0311798 | val_loss: 0.0311855 | Time: 2115.14 ms [2021-01-26 16:21:50 main:574] : INFO : Epoch 2001 | loss: 0.0311809 | val_loss: 0.0311799 | Time: 2121.29 ms [2021-01-26 16:21:52 main:574] : INFO : Epoch 2002 | loss: 0.0311807 | val_loss: 0.0311785 | Time: 2113.53 ms [2021-01-26 16:21:54 main:574] : INFO : Epoch 2003 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 2112.16 ms [2021-01-26 16:21:56 main:574] : INFO : Epoch 2004 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 2116.06 ms [2021-01-26 16:21:58 main:574] : INFO : Epoch 2005 | loss: 0.0311792 | val_loss: 0.0311792 | Time: 2114.81 ms [2021-01-26 16:22:00 main:574] : INFO : Epoch 2006 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 2120.8 ms [2021-01-26 16:22:02 main:574] : INFO : Epoch 2007 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 2116.23 ms [2021-01-26 16:22:05 main:574] : INFO : Epoch 2008 | loss: 0.0311836 | val_loss: 0.0311795 | Time: 2118.4 ms [2021-01-26 16:22:07 main:574] : INFO : Epoch 2009 | loss: 0.0311816 | val_loss: 0.0311793 | Time: 2116.94 ms [2021-01-26 16:22:09 main:574] : INFO : Epoch 2010 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 2108.34 ms [2021-01-26 16:22:11 main:574] : INFO : Epoch 2011 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 2108.52 ms [2021-01-26 16:22:13 main:574] : INFO : Epoch 2012 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 2112.11 ms [2021-01-26 16:22:15 main:574] : INFO : Epoch 2013 | loss: 0.0311811 | val_loss: 0.0311799 | Time: 2124.23 ms [2021-01-26 16:22:17 main:574] : INFO : Epoch 2014 | loss: 0.0311821 | val_loss: 0.0311785 | Time: 2114.89 ms [2021-01-26 16:22:19 main:574] : INFO : Epoch 2015 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 2118.68 ms [2021-01-26 16:22:22 main:574] : INFO : Epoch 2016 | loss: 0.031179 | val_loss: 0.0311785 | Time: 2116.47 ms [2021-01-26 16:22:24 main:574] : INFO : Epoch 2017 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 2119.67 ms [2021-01-26 16:22:26 main:574] : INFO : Epoch 2018 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 2117.4 ms [2021-01-26 16:22:28 main:574] : INFO : Epoch 2019 | loss: 0.0311835 | val_loss: 0.0311806 | Time: 2115.54 ms [2021-01-26 16:22:30 main:574] : INFO : Epoch 2020 | loss: 0.0311829 | val_loss: 0.0311833 | Time: 2113.58 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro M2000) [2021-01-26 16:25:31 main:435] : INFO : Set logging level to 1 [2021-01-26 16:25:31 main:441] : INFO : Running in BOINC Client mode [2021-01-26 16:25:31 main:444] : INFO : Resolving all filenames [2021-01-26 16:25:31 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-26 16:25:31 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265541-22822-6_1_r919357001_1 (exists = 1) [2021-01-26 16:25:31 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265541-22822-6_1_r919357001_0 (exists = 0) [2021-01-26 16:25:31 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265541-22822-6 (exists = 1) [2021-01-26 16:25:31 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-26 16:25:31 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-26 16:25:31 main:474] : INFO : Configuration: [2021-01-26 16:25:31 main:475] : INFO : Model type: GRU [2021-01-26 16:25:31 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-26 16:25:31 main:477] : INFO : Max Epochs: 2048 [2021-01-26 16:25:31 main:478] : INFO : Batch Size: 128 [2021-01-26 16:25:31 main:479] : INFO : Learning Rate: 0.01 [2021-01-26 16:25:31 main:480] : INFO : Patience: 10 [2021-01-26 16:25:31 main:481] : INFO : Hidden Width: 12 [2021-01-26 16:25:31 main:482] : INFO : # Recurrent Layers: 4 [2021-01-26 16:25:31 main:483] : INFO : # Backend Layers: 4 [2021-01-26 16:25:31 main:484] : INFO : # Threads: 1 [2021-01-26 16:25:31 main:486] : INFO : Preparing Dataset [2021-01-26 16:25:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:25:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:25:33 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-26 16:25:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:25:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:25:33 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-26 16:25:33 main:494] : INFO : Creating Model [2021-01-26 16:25:33 main:507] : INFO : Preparing config file [2021-01-26 16:25:33 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-26 16:25:33 main:512] : INFO : Loading config [2021-01-26 16:25:33 main:514] : INFO : Loading state [2021-01-26 16:25:34 main:559] : INFO : Loading DataLoader into Memory [2021-01-26 16:25:34 main:562] : INFO : Starting Training [2021-01-26 16:25:36 main:574] : INFO : Epoch 1949 | loss: 0.0312128 | val_loss: 0.0311885 | Time: 2487.69 ms [2021-01-26 16:25:38 main:574] : INFO : Epoch 1950 | loss: 0.0311848 | val_loss: 0.0311855 | Time: 2081.49 ms [2021-01-26 16:25:40 main:574] : INFO : Epoch 1951 | loss: 0.0311836 | val_loss: 0.0311857 | Time: 2085.94 ms [2021-01-26 16:25:43 main:574] : INFO : Epoch 1952 | loss: 0.0311817 | val_loss: 0.0311825 | Time: 2100.73 ms [2021-01-26 16:25:45 main:574] : INFO : Epoch 1953 | loss: 0.0311816 | val_loss: 0.0311807 | Time: 2102.27 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro M2000) [2021-01-26 16:57:47 main:435] : INFO : Set logging level to 1 [2021-01-26 16:57:47 main:441] : INFO : Running in BOINC Client mode [2021-01-26 16:57:47 main:444] : INFO : Resolving all filenames [2021-01-26 16:57:47 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-26 16:57:47 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265541-22822-6_1_r919357001_1 (exists = 1) [2021-01-26 16:57:47 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265541-22822-6_1_r919357001_0 (exists = 0) [2021-01-26 16:57:47 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609265541-22822-6 (exists = 1) [2021-01-26 16:57:47 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-26 16:57:47 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-26 16:57:47 main:474] : INFO : Configuration: [2021-01-26 16:57:47 main:475] : INFO : Model type: GRU [2021-01-26 16:57:47 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-26 16:57:47 main:477] : INFO : Max Epochs: 2048 [2021-01-26 16:57:47 main:478] : INFO : Batch Size: 128 [2021-01-26 16:57:47 main:479] : INFO : Learning Rate: 0.01 [2021-01-26 16:57:47 main:480] : INFO : Patience: 10 [2021-01-26 16:57:47 main:481] : INFO : Hidden Width: 12 [2021-01-26 16:57:47 main:482] : INFO : # Recurrent Layers: 4 [2021-01-26 16:57:47 main:483] : INFO : # Backend Layers: 4 [2021-01-26 16:57:47 main:484] : INFO : # Threads: 1 [2021-01-26 16:57:47 main:486] : INFO : Preparing Dataset [2021-01-26 16:57:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:57:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:57:49 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-26 16:57:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:57:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 16:57:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-26 16:57:49 main:494] : INFO : Creating Model [2021-01-26 16:57:49 main:507] : INFO : Preparing config file [2021-01-26 16:57:49 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-26 16:57:49 main:512] : INFO : Loading config [2021-01-26 16:57:49 main:514] : INFO : Loading state [2021-01-26 16:57:49 main:559] : INFO : Loading DataLoader into Memory [2021-01-26 16:57:49 main:562] : INFO : Starting Training [2021-01-26 16:57:52 main:574] : INFO : Epoch 1949 | loss: 0.0312076 | val_loss: 0.0311889 | Time: 2325.95 ms [2021-01-26 16:57:54 main:574] : INFO : Epoch 1950 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 1990.57 ms [2021-01-26 16:57:56 main:574] : INFO : Epoch 1951 | loss: 0.0311828 | val_loss: 0.0311791 | Time: 1997.08 ms [2021-01-26 16:57:58 main:574] : INFO : Epoch 1952 | loss: 0.0311802 | val_loss: 0.0311784 | Time: 2016.85 ms [2021-01-26 16:58:00 main:574] : INFO : Epoch 1953 | loss: 0.0311799 | val_loss: 0.0311785 | Time: 2025 ms [2021-01-26 16:58:02 main:574] : INFO : Epoch 1954 | loss: 0.0311798 | val_loss: 0.0311781 | Time: 2021.32 ms [2021-01-26 16:58:04 main:574] : INFO : Epoch 1955 | loss: 0.0311798 | val_loss: 0.0311783 | Time: 2022.6 ms [2021-01-26 16:58:06 main:574] : INFO : Epoch 1956 | loss: 0.031179 | val_loss: 0.031178 | Time: 2037.66 ms [2021-01-26 16:58:08 main:574] : INFO : Epoch 1957 | loss: 0.0311799 | val_loss: 0.0311781 | Time: 2031.16 ms [2021-01-26 16:58:10 main:574] : INFO : Epoch 1958 | loss: 0.0311801 | val_loss: 0.0311789 | Time: 2041.45 ms [2021-01-26 16:58:12 main:574] : INFO : Epoch 1959 | loss: 0.0311801 | val_loss: 0.0311785 | Time: 2041.27 ms [2021-01-26 16:58:14 main:574] : INFO : Epoch 1960 | loss: 0.031181 | val_loss: 0.0311779 | Time: 2044.46 ms [2021-01-26 16:58:16 main:574] : INFO : Epoch 1961 | loss: 0.0311807 | val_loss: 0.0311821 | Time: 2042.03 ms [2021-01-26 16:58:18 main:574] : INFO : Epoch 1962 | loss: 0.0311827 | val_loss: 0.0311803 | Time: 2040.72 ms [2021-01-26 16:58:20 main:574] : INFO : Epoch 1963 | loss: 0.0311826 | val_loss: 0.0311788 | Time: 2043.8 ms [2021-01-26 16:58:22 main:574] : INFO : Epoch 1964 | loss: 0.0311803 | val_loss: 0.0311768 | Time: 2043.36 ms [2021-01-26 16:58:24 main:574] : INFO : Epoch 1965 | loss: 0.0311799 | val_loss: 0.031177 | Time: 2038.38 ms [2021-01-26 16:58:26 main:574] : INFO : Epoch 1966 | loss: 0.0311815 | val_loss: 0.0311767 | Time: 2040.95 ms [2021-01-26 16:58:28 main:574] : INFO : Epoch 1967 | loss: 0.0311811 | val_loss: 0.0311771 | Time: 2046.11 ms [2021-01-26 16:58:31 main:574] : INFO : Epoch 1968 | loss: 0.0311811 | val_loss: 0.0311771 | Time: 2040.16 ms [2021-01-26 16:58:33 main:574] : INFO : Epoch 1969 | loss: 0.0311834 | val_loss: 0.031183 | Time: 2047.25 ms [2021-01-26 16:58:35 main:574] : INFO : Epoch 1970 | loss: 0.0311824 | val_loss: 0.0311776 | Time: 2043.74 ms [2021-01-26 16:58:37 main:574] : INFO : Epoch 1971 | loss: 0.03118 | val_loss: 0.0311796 | Time: 2039.11 ms [2021-01-26 16:58:39 main:574] : INFO : Epoch 1972 | loss: 0.0311802 | val_loss: 0.0311777 | Time: 2043.11 ms [2021-01-26 16:58:41 main:574] : INFO : Epoch 1973 | loss: 0.0311798 | val_loss: 0.0311777 | Time: 2041.54 ms [2021-01-26 16:58:43 main:574] : INFO : Epoch 1974 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 2048.72 ms [2021-01-26 16:58:45 main:574] : INFO : Epoch 1975 | loss: 0.0311797 | val_loss: 0.0311785 | Time: 2044.27 ms [2021-01-26 16:58:47 main:574] : INFO : Epoch 1976 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 2054.98 ms [2021-01-26 16:58:49 main:574] : INFO : Epoch 1977 | loss: 0.0311825 | val_loss: 0.0311779 | Time: 2060.19 ms [2021-01-26 16:58:51 main:574] : INFO : Epoch 1978 | loss: 0.0311792 | val_loss: 0.0311773 | Time: 2048.61 ms [2021-01-26 16:58:53 main:574] : INFO : Epoch 1979 | loss: 0.0311794 | val_loss: 0.0311791 | Time: 2047.24 ms [2021-01-26 16:58:55 main:574] : INFO : Epoch 1980 | loss: 0.0311801 | val_loss: 0.0311774 | Time: 2047.13 ms [2021-01-26 16:58:57 main:574] : INFO : Epoch 1981 | loss: 0.0311788 | val_loss: 0.0311775 | Time: 2042.21 ms [2021-01-26 16:58:59 main:574] : INFO : Epoch 1982 | loss: 0.0311792 | val_loss: 0.0311771 | Time: 2044.47 ms [2021-01-26 16:59:01 main:574] : INFO : Epoch 1983 | loss: 0.0311786 | val_loss: 0.031177 | Time: 2048.71 ms [2021-01-26 16:59:03 main:574] : INFO : Epoch 1984 | loss: 0.0311787 | val_loss: 0.0311784 | Time: 2052.41 ms [2021-01-26 16:59:06 main:574] : INFO : Epoch 1985 | loss: 0.0311783 | val_loss: 0.0311778 | Time: 2051.74 ms [2021-01-26 16:59:08 main:574] : INFO : Epoch 1986 | loss: 0.031178 | val_loss: 0.0311785 | Time: 2044.88 ms [2021-01-26 16:59:10 main:574] : INFO : Epoch 1987 | loss: 0.031178 | val_loss: 0.0311781 | Time: 2050 ms [2021-01-26 16:59:12 main:574] : INFO : Epoch 1988 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 2046 ms [2021-01-26 16:59:14 main:574] : INFO : Epoch 1989 | loss: 0.0311775 | val_loss: 0.0311762 | Time: 2045.1 ms [2021-01-26 16:59:16 main:574] : INFO : Epoch 1990 | loss: 0.0311775 | val_loss: 0.0311769 | Time: 2047.41 ms [2021-01-26 16:59:18 main:574] : INFO : Epoch 1991 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 2047.61 ms [2021-01-26 16:59:20 main:574] : INFO : Epoch 1992 | loss: 0.0311785 | val_loss: 0.0311763 | Time: 2050.56 ms [2021-01-26 16:59:22 main:574] : INFO : Epoch 1993 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 2048.8 ms [2021-01-26 16:59:24 main:574] : INFO : Epoch 1994 | loss: 0.0311775 | val_loss: 0.0311785 | Time: 2040.1 ms [2021-01-26 16:59:26 main:574] : INFO : Epoch 1995 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 2045.7 ms [2021-01-26 16:59:28 main:574] : INFO : Epoch 1996 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 2040.39 ms [2021-01-26 16:59:30 main:574] : INFO : Epoch 1997 | loss: 0.0311778 | val_loss: 0.0311777 | Time: 2045.84 ms [2021-01-26 16:59:32 main:574] : INFO : Epoch 1998 | loss: 0.031178 | val_loss: 0.0311779 | Time: 2046.31 ms [2021-01-26 16:59:34 main:574] : INFO : Epoch 1999 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 2057.35 ms [2021-01-26 16:59:36 main:574] : INFO : Epoch 2000 | loss: 0.0311777 | val_loss: 0.0311764 | Time: 2046.37 ms [2021-01-26 16:59:38 main:574] : INFO : Epoch 2001 | loss: 0.031179 | val_loss: 0.0311874 | Time: 2047.66 ms [2021-01-26 16:59:40 main:574] : INFO : Epoch 2002 | loss: 0.0311798 | val_loss: 0.0311777 | Time: 2037.65 ms [2021-01-26 16:59:43 main:574] : INFO : Epoch 2003 | loss: 0.0311773 | val_loss: 0.0311783 | Time: 2048.59 ms [2021-01-26 16:59:45 main:574] : INFO : Epoch 2004 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 2048.5 ms [2021-01-26 16:59:47 main:574] : INFO : Epoch 2005 | loss: 0.0311774 | val_loss: 0.0311773 | Time: 2050.24 ms [2021-01-26 16:59:49 main:574] : INFO : Epoch 2006 | loss: 0.0311776 | val_loss: 0.0311766 | Time: 2129.87 ms [2021-01-26 16:59:51 main:574] : INFO : Epoch 2007 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 2086.33 ms [2021-01-26 16:59:53 main:574] : INFO : Epoch 2008 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 2076.26 ms [2021-01-26 16:59:55 main:574] : INFO : Epoch 2009 | loss: 0.031177 | val_loss: 0.0311773 | Time: 2069.86 ms [2021-01-26 16:59:57 main:574] : INFO : Epoch 2010 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 2081.06 ms [2021-01-26 16:59:59 main:574] : INFO : Epoch 2011 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 2082.52 ms [2021-01-26 17:00:01 main:574] : INFO : Epoch 2012 | loss: 0.0311768 | val_loss: 0.0311763 | Time: 2077.76 ms [2021-01-26 17:00:03 main:574] : INFO : Epoch 2013 | loss: 0.0311788 | val_loss: 0.0311795 | Time: 2074.83 ms [2021-01-26 17:00:06 main:574] : INFO : Epoch 2014 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 2079.72 ms [2021-01-26 17:00:08 main:574] : INFO : Epoch 2015 | loss: 0.0311776 | val_loss: 0.0311757 | Time: 2077.84 ms [2021-01-26 17:00:10 main:574] : INFO : Epoch 2016 | loss: 0.0311775 | val_loss: 0.0311754 | Time: 2078.41 ms [2021-01-26 17:00:12 main:574] : INFO : Epoch 2017 | loss: 0.0311784 | val_loss: 0.0311763 | Time: 2076.07 ms [2021-01-26 17:00:14 main:574] : INFO : Epoch 2018 | loss: 0.0311792 | val_loss: 0.0311795 | Time: 2076.69 ms [2021-01-26 17:00:16 main:574] : INFO : Epoch 2019 | loss: 0.0311785 | val_loss: 0.0311762 | Time: 2080.96 ms [2021-01-26 17:00:18 main:574] : INFO : Epoch 2020 | loss: 0.0311784 | val_loss: 0.0311767 | Time: 2072.59 ms [2021-01-26 17:00:20 main:574] : INFO : Epoch 2021 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 2076.33 ms [2021-01-26 17:00:22 main:574] : INFO : Epoch 2022 | loss: 0.0311787 | val_loss: 0.0311772 | Time: 2078.43 ms [2021-01-26 17:00:24 main:574] : INFO : Epoch 2023 | loss: 0.0311801 | val_loss: 0.0311787 | Time: 2084.02 ms [2021-01-26 17:00:26 main:574] : INFO : Epoch 2024 | loss: 0.0311801 | val_loss: 0.0311787 | Time: 2080.89 ms [2021-01-26 17:00:28 main:574] : INFO : Epoch 2025 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 2069.12 ms [2021-01-26 17:00:31 main:574] : INFO : Epoch 2026 | loss: 0.0311797 | val_loss: 0.0311798 | Time: 2081.65 ms [2021-01-26 17:00:33 main:574] : INFO : Epoch 2027 | loss: 0.0311782 | val_loss: 0.031177 | Time: 2080.02 ms [2021-01-26 17:00:35 main:574] : INFO : Epoch 2028 | loss: 0.031178 | val_loss: 0.0311842 | Time: 2076.01 ms [2021-01-26 17:00:37 main:574] : INFO : Epoch 2029 | loss: 0.0311796 | val_loss: 0.0311755 | Time: 2080.53 ms [2021-01-26 17:00:39 main:574] : INFO : Epoch 2030 | loss: 0.0311783 | val_loss: 0.0311765 | Time: 2078.04 ms [2021-01-26 17:00:41 main:574] : INFO : Epoch 2031 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 2072.24 ms [2021-01-26 17:00:43 main:574] : INFO : Epoch 2032 | loss: 0.0311801 | val_loss: 0.0311787 | Time: 2082.67 ms [2021-01-26 17:00:45 main:574] : INFO : Epoch 2033 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 2074.73 ms [2021-01-26 17:00:47 main:574] : INFO : Epoch 2034 | loss: 0.0311784 | val_loss: 0.0311764 | Time: 2082.32 ms [2021-01-26 17:00:49 main:574] : INFO : Epoch 2035 | loss: 0.0311773 | val_loss: 0.0311762 | Time: 2080.18 ms [2021-01-26 17:00:51 main:574] : INFO : Epoch 2036 | loss: 0.0311783 | val_loss: 0.0311769 | Time: 2080.65 ms [2021-01-26 17:00:54 main:574] : INFO : Epoch 2037 | loss: 0.0311784 | val_loss: 0.0311772 | Time: 2078.13 ms [2021-01-26 17:00:56 main:574] : INFO : Epoch 2038 | loss: 0.0311777 | val_loss: 0.0311765 | Time: 2080.28 ms [2021-01-26 17:00:58 main:574] : INFO : Epoch 2039 | loss: 0.0311773 | val_loss: 0.031176 | Time: 2077.56 ms [2021-01-26 17:01:00 main:574] : INFO : Epoch 2040 | loss: 0.0311782 | val_loss: 0.0311768 | Time: 2072.91 ms [2021-01-26 17:01:02 main:574] : INFO : Epoch 2041 | loss: 0.0311776 | val_loss: 0.0311764 | Time: 2076.46 ms [2021-01-26 17:01:04 main:574] : INFO : Epoch 2042 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 2079.84 ms [2021-01-26 17:01:06 main:574] : INFO : Epoch 2043 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 2078.65 ms [2021-01-26 17:01:08 main:574] : INFO : Epoch 2044 | loss: 0.0311773 | val_loss: 0.031176 | Time: 2084.49 ms [2021-01-26 17:01:10 main:574] : INFO : Epoch 2045 | loss: 0.0311774 | val_loss: 0.0311765 | Time: 2081.16 ms [2021-01-26 17:01:12 main:574] : INFO : Epoch 2046 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 2078.08 ms [2021-01-26 17:01:14 main:574] : INFO : Epoch 2047 | loss: 0.0311772 | val_loss: 0.0311774 | Time: 2077.81 ms [2021-01-26 17:01:17 main:574] : INFO : Epoch 2048 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 2074.12 ms [2021-01-26 17:01:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311818 [2021-01-26 17:01:17 main:603] : INFO : Saving end state to config to file [2021-01-26 17:01:17 main:608] : INFO : Success, exiting.. 17:01:17 (20412): 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)