Task 5399458
| Name | ParityMachine-1623893682-20227-2_0 |
| Workunit | 3265544 |
| Created | 23 Jun 2021, 13:00:31 UTC |
| Sent | 24 Jun 2021, 4:58:02 UTC |
| Report deadline | 1 Jul 2021, 4:58:02 UTC |
| Received | 12 Jul 2021, 11:13:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12436 |
| Run time | 1 hours 29 min 17 sec |
| CPU time | 1 hours 28 min 5 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 2,471.91 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> och 1772 | loss: 0.0311253 | val_loss: 0.0311418 | Time: 2608.06 ms [2021-07-09 15:24:48 main:574] : INFO : Epoch 1773 | loss: 0.0311249 | val_loss: 0.0311439 | Time: 2650.82 ms [2021-07-09 15:24:50 main:574] : INFO : Epoch 1774 | loss: 0.0311267 | val_loss: 0.0311399 | Time: 2231.73 ms [2021-07-09 15:24:53 main:574] : INFO : Epoch 1775 | loss: 0.0311265 | val_loss: 0.0311414 | Time: 2612.35 ms [2021-07-09 15:24:56 main:574] : INFO : Epoch 1776 | loss: 0.0311252 | val_loss: 0.0311397 | Time: 3160.78 ms [2021-07-09 15:24:58 main:574] : INFO : Epoch 1777 | loss: 0.0311244 | val_loss: 0.0311407 | Time: 2227.19 ms [2021-07-09 15:25:01 main:574] : INFO : Epoch 1778 | loss: 0.0311239 | val_loss: 0.0311401 | Time: 2633.08 ms [2021-07-09 15:25:03 main:574] : INFO : Epoch 1779 | loss: 0.0311241 | val_loss: 0.0311387 | Time: 2427.8 ms [2021-07-09 15:25:06 main:574] : INFO : Epoch 1780 | loss: 0.0311236 | val_loss: 0.0311402 | Time: 2467.51 ms [2021-07-09 15:25:08 main:574] : INFO : Epoch 1781 | loss: 0.0311226 | val_loss: 0.0311389 | Time: 2564.7 ms [2021-07-09 15:25:11 main:574] : INFO : Epoch 1782 | loss: 0.0311209 | val_loss: 0.0311377 | Time: 2216.21 ms [2021-07-09 15:25:13 main:574] : INFO : Epoch 1783 | loss: 0.0311221 | val_loss: 0.031137 | Time: 2654.37 ms [2021-07-09 15:25:16 main:574] : INFO : Epoch 1784 | loss: 0.0311218 | val_loss: 0.0311377 | Time: 2630.41 ms [2021-07-09 15:25:18 main:574] : INFO : Epoch 1785 | loss: 0.031121 | val_loss: 0.0311364 | Time: 2214.9 ms [2021-07-09 15:25:21 main:574] : INFO : Epoch 1786 | loss: 0.0311197 | val_loss: 0.0311368 | Time: 2651 ms [2021-07-09 15:25:23 main:574] : INFO : Epoch 1787 | loss: 0.0311198 | val_loss: 0.0311339 | Time: 2288.78 ms [2021-07-09 15:25:26 main:574] : INFO : Epoch 1788 | loss: 0.0311189 | val_loss: 0.0311352 | Time: 2631.73 ms [2021-07-09 15:25:28 main:574] : INFO : Epoch 1789 | loss: 0.0311187 | val_loss: 0.0311375 | Time: 2653.71 ms [2021-07-09 15:25:31 main:574] : INFO : Epoch 1790 | loss: 0.0311185 | val_loss: 0.0311364 | Time: 2223.73 ms [2021-07-09 15:25:33 main:574] : INFO : Epoch 1791 | loss: 0.0311185 | val_loss: 0.0311366 | Time: 2606.31 ms [2021-07-09 15:25:36 main:574] : INFO : Epoch 1792 | loss: 0.0311176 | val_loss: 0.0311356 | Time: 2545.15 ms [2021-07-09 15:25:38 main:574] : INFO : Epoch 1793 | loss: 0.0311182 | val_loss: 0.0311351 | Time: 2334.5 ms [2021-07-09 15:25:41 main:574] : INFO : Epoch 1794 | loss: 0.0311223 | val_loss: 0.0311362 | Time: 2647.71 ms [2021-07-09 15:25:43 main:574] : INFO : Epoch 1795 | loss: 0.0311229 | val_loss: 0.0311359 | Time: 2244.49 ms [2021-07-09 15:25:46 main:574] : INFO : Epoch 1796 | loss: 0.0311209 | val_loss: 0.0311349 | Time: 2706.35 ms [2021-07-09 15:25:48 main:574] : INFO : Epoch 1797 | loss: 0.0311172 | val_loss: 0.031131 | Time: 2634.79 ms [2021-07-09 15:25:51 main:574] : INFO : Epoch 1798 | loss: 0.0311165 | val_loss: 0.0311313 | Time: 2232.34 ms [2021-07-09 15:25:53 main:574] : INFO : Epoch 1799 | loss: 0.0311156 | val_loss: 0.0311318 | Time: 2578.36 ms [2021-07-09 15:25:56 main:574] : INFO : Epoch 1800 | loss: 0.0311162 | val_loss: 0.0311331 | Time: 2898.07 ms [2021-07-09 15:25:58 main:574] : INFO : Epoch 1801 | loss: 0.0311152 | val_loss: 0.0311344 | Time: 2231.4 ms [2021-07-09 15:26:01 main:574] : INFO : Epoch 1802 | loss: 0.0311139 | val_loss: 0.0311329 | Time: 2569.4 ms [2021-07-09 15:26:03 main:574] : INFO : Epoch 1803 | loss: 0.0311152 | val_loss: 0.031129 | Time: 2301.85 ms [2021-07-09 15:26:06 main:574] : INFO : Epoch 1804 | loss: 0.031114 | val_loss: 0.0311336 | Time: 2611.95 ms [2021-07-09 15:26:08 main:574] : INFO : Epoch 1805 | loss: 0.031116 | val_loss: 0.0311297 | Time: 2638.4 ms [2021-07-09 15:26:11 main:574] : INFO : Epoch 1806 | loss: 0.0311165 | val_loss: 0.0311345 | Time: 2301.52 ms [2021-07-09 15:26:13 main:574] : INFO : Epoch 1807 | loss: 0.0311169 | val_loss: 0.0311306 | Time: 2679.33 ms [2021-07-09 15:26:16 main:574] : INFO : Epoch 1808 | loss: 0.0311127 | val_loss: 0.0311295 | Time: 2549.71 ms [2021-07-09 15:26:18 main:574] : INFO : Epoch 1809 | loss: 0.0311137 | val_loss: 0.0311337 | Time: 2301.61 ms [2021-07-09 15:26:21 main:574] : INFO : Epoch 1810 | loss: 0.0311123 | val_loss: 0.0311343 | Time: 2578.49 ms [2021-07-09 15:26:23 main:574] : INFO : Epoch 1811 | loss: 0.0311122 | val_loss: 0.0311418 | Time: 2228.87 ms [2021-07-09 15:26:26 main:574] : INFO : Epoch 1812 | loss: 0.0311241 | val_loss: 0.0311374 | Time: 2533.92 ms [2021-07-09 15:26:28 main:574] : INFO : Epoch 1813 | loss: 0.0311207 | val_loss: 0.0311372 | Time: 2527.24 ms [2021-07-09 15:26:30 main:574] : INFO : Epoch 1814 | loss: 0.0311198 | val_loss: 0.0311366 | Time: 2228.11 ms [2021-07-09 15:26:33 main:574] : INFO : Epoch 1815 | loss: 0.0311203 | val_loss: 0.0311385 | Time: 2657.67 ms [2021-07-09 15:26:35 main:574] : INFO : Epoch 1816 | loss: 0.0311255 | val_loss: 0.0311427 | Time: 2265.82 ms [2021-07-09 15:26:38 main:574] : INFO : Epoch 1817 | loss: 0.0311292 | val_loss: 0.0311402 | Time: 2577.85 ms [2021-07-09 15:26:41 main:574] : INFO : Epoch 1818 | loss: 0.0311255 | val_loss: 0.0311405 | Time: 2525.74 ms [2021-07-09 15:26:43 main:574] : INFO : Epoch 1819 | loss: 0.0311221 | val_loss: 0.0311384 | Time: 2215.2 ms [2021-07-09 15:26:45 main:574] : INFO : Epoch 1820 | loss: 0.0311197 | val_loss: 0.0311388 | Time: 2660.39 ms [2021-07-09 15:26:48 main:574] : INFO : Epoch 1821 | loss: 0.0311186 | val_loss: 0.031139 | Time: 2435.41 ms [2021-07-09 15:26:50 main:574] : INFO : Epoch 1822 | loss: 0.0311185 | val_loss: 0.031138 | Time: 2382.06 ms [2021-07-09 15:26:53 main:574] : INFO : Epoch 1823 | loss: 0.0311181 | val_loss: 0.0311379 | Time: 2490.94 ms [2021-07-09 15:26:55 main:574] : INFO : Epoch 1824 | loss: 0.0311164 | val_loss: 0.0311337 | Time: 2402.52 ms [2021-07-09 15:26:58 main:574] : INFO : Epoch 1825 | loss: 0.0311164 | val_loss: 0.0311371 | Time: 2717.04 ms [2021-07-09 15:27:00 main:574] : INFO : Epoch 1826 | loss: 0.0311152 | val_loss: 0.0311364 | Time: 2510.12 ms [2021-07-09 15:27:03 main:574] : INFO : Epoch 1827 | loss: 0.0311142 | val_loss: 0.0311368 | Time: 2257.62 ms [2021-07-09 15:27:05 main:574] : INFO : Epoch 1828 | loss: 0.0311154 | val_loss: 0.0311298 | Time: 2519.75 ms [2021-07-09 15:27:07 main:574] : INFO : Epoch 1829 | loss: 0.031115 | val_loss: 0.0311301 | Time: 2212.49 ms [2021-07-09 15:27:10 main:574] : INFO : Epoch 1830 | loss: 0.0311156 | val_loss: 0.0311312 | Time: 2433.74 ms [2021-07-09 15:27:12 main:574] : INFO : Epoch 1831 | loss: 0.0311265 | val_loss: 0.0311429 | Time: 2442.46 ms [2021-07-09 15:27:15 main:574] : INFO : Epoch 1832 | loss: 0.0311282 | val_loss: 0.0311339 | Time: 2281.68 ms [2021-07-09 15:27:17 main:574] : INFO : Epoch 1833 | loss: 0.0311241 | val_loss: 0.0311372 | Time: 2474.13 ms [2021-07-09 15:27:19 main:574] : INFO : Epoch 1834 | loss: 0.0311245 | val_loss: 0.0311409 | Time: 2246.39 ms [2021-07-09 15:27:22 main:574] : INFO : Epoch 1835 | loss: 0.0311271 | val_loss: 0.031144 | Time: 2522.03 ms [2021-07-09 15:27:24 main:574] : INFO : Epoch 1836 | loss: 0.0311247 | val_loss: 0.0311373 | Time: 2447.03 ms [2021-07-09 15:27:27 main:574] : INFO : Epoch 1837 | loss: 0.0311211 | val_loss: 0.0311364 | Time: 2391.09 ms [2021-07-09 15:27:29 main:574] : INFO : Epoch 1838 | loss: 0.0311209 | val_loss: 0.0311365 | Time: 2543.38 ms [2021-07-09 15:27:31 main:574] : INFO : Epoch 1839 | loss: 0.0311201 | val_loss: 0.0311367 | Time: 2246.95 ms [2021-07-09 15:27:34 main:574] : INFO : Epoch 1840 | loss: 0.0311199 | val_loss: 0.0311355 | Time: 2543.14 ms [2021-07-09 15:27:37 main:574] : INFO : Epoch 1841 | loss: 0.0311204 | val_loss: 0.0311426 | Time: 2543.48 ms [2021-07-09 15:27:39 main:574] : INFO : Epoch 1842 | loss: 0.031129 | val_loss: 0.0311409 | Time: 2275.59 ms [2021-07-09 15:27:41 main:574] : INFO : Epoch 1843 | loss: 0.0311251 | val_loss: 0.0311369 | Time: 2535.12 ms [2021-07-09 15:27:44 main:574] : INFO : Epoch 1844 | loss: 0.0311226 | val_loss: 0.0311387 | Time: 2261.43 ms [2021-07-09 15:27:46 main:574] : INFO : Epoch 1845 | loss: 0.0311199 | val_loss: 0.0311411 | Time: 2518.34 ms [2021-07-09 15:27:49 main:574] : INFO : Epoch 1846 | loss: 0.0311197 | val_loss: 0.0311386 | Time: 2515.54 ms [2021-07-09 15:27:51 main:574] : INFO : Epoch 1847 | loss: 0.0311186 | val_loss: 0.0311354 | Time: 2237.32 ms [2021-07-09 15:27:53 main:574] : INFO : Epoch 1848 | loss: 0.0311199 | val_loss: 0.0311344 | Time: 2498.64 ms [2021-07-09 15:27:56 main:574] : INFO : Epoch 1849 | loss: 0.0311181 | val_loss: 0.0311369 | Time: 2481.72 ms [2021-07-09 15:27:58 main:574] : INFO : Epoch 1850 | loss: 0.0311192 | val_loss: 0.0311364 | Time: 2386.58 ms [2021-07-09 15:28:01 main:574] : INFO : Epoch 1851 | loss: 0.0311181 | val_loss: 0.031136 | Time: 2659.31 ms [2021-07-09 15:28:03 main:574] : INFO : Epoch 1852 | loss: 0.0311154 | val_loss: 0.031137 | Time: 2223.94 ms [2021-07-09 15:28:06 main:574] : INFO : Epoch 1853 | loss: 0.0311151 | val_loss: 0.0311374 | Time: 2609.49 ms [2021-07-09 15:28:08 main:574] : INFO : Epoch 1854 | loss: 0.0311149 | val_loss: 0.031136 | Time: 2542.7 ms [2021-07-09 15:28:11 main:574] : INFO : Epoch 1855 | loss: 0.0311156 | val_loss: 0.0311363 | Time: 2314.37 ms [2021-07-09 15:28:13 main:574] : INFO : Epoch 1856 | loss: 0.0311187 | val_loss: 0.031137 | Time: 2606.78 ms [2021-07-09 15:28:16 main:574] : INFO : Epoch 1857 | loss: 0.0311232 | val_loss: 0.0311402 | Time: 2260.36 ms [2021-07-09 15:28:18 main:574] : INFO : Epoch 1858 | loss: 0.0311196 | val_loss: 0.0311376 | Time: 2588.86 ms [2021-07-09 15:28:21 main:574] : INFO : Epoch 1859 | loss: 0.0311174 | val_loss: 0.0311314 | Time: 2571.15 ms [2021-07-09 15:28:23 main:574] : INFO : Epoch 1860 | loss: 0.0311173 | val_loss: 0.0311348 | Time: 2249.7 ms [2021-07-09 15:28:26 main:574] : INFO : Epoch 1861 | loss: 0.0311141 | val_loss: 0.0311352 | Time: 2583.98 ms [2021-07-09 15:28:28 main:574] : INFO : Epoch 1862 | loss: 0.0311117 | val_loss: 0.0311324 | Time: 2355.16 ms [2021-07-09 15:28:30 main:574] : INFO : Epoch 1863 | loss: 0.0311115 | val_loss: 0.0311324 | Time: 2474.32 ms [2021-07-09 15:28:33 main:574] : INFO : Epoch 1864 | loss: 0.0311112 | val_loss: 0.0311309 | Time: 2716.58 ms [2021-07-09 15:28:35 main:574] : INFO : Epoch 1865 | loss: 0.0311101 | val_loss: 0.0311353 | Time: 2234.85 ms [2021-07-09 15:28:38 main:574] : INFO : Epoch 1866 | loss: 0.0311106 | val_loss: 0.0311418 | Time: 2642.39 ms [2021-07-09 15:28:41 main:574] : INFO : Epoch 1867 | loss: 0.0311101 | val_loss: 0.0311364 | Time: 2576.33 ms [2021-07-09 15:28:43 main:574] : INFO : Epoch 1868 | loss: 0.0311079 | val_loss: 0.031139 | Time: 2250.19 ms [2021-07-09 15:28:46 main:574] : INFO : Epoch 1869 | loss: 0.0311077 | val_loss: 0.0311382 | Time: 2657.96 ms [2021-07-09 15:28:48 main:574] : INFO : Epoch 1870 | loss: 0.0311076 | val_loss: 0.0311301 | Time: 2280.92 ms [2021-07-09 15:28:50 main:574] : INFO : Epoch 1871 | loss: 0.0311065 | val_loss: 0.0311319 | Time: 2553.63 ms [2021-07-09 15:28:53 main:574] : INFO : Epoch 1872 | loss: 0.0311068 | val_loss: 0.0311308 | Time: 2647.9 ms [2021-07-09 15:28:55 main:574] : INFO : Epoch 1873 | loss: 0.0311059 | val_loss: 0.0311299 | Time: 2209.31 ms [2021-07-09 15:28:58 main:574] : INFO : Epoch 1874 | loss: 0.0311048 | val_loss: 0.0311314 | Time: 2633.06 ms [2021-07-09 15:29:00 main:574] : INFO : Epoch 1875 | loss: 0.031105 | val_loss: 0.0311297 | Time: 2542.2 ms [2021-07-09 15:29:03 main:574] : INFO : Epoch 1876 | loss: 0.0311046 | val_loss: 0.0311312 | Time: 2408.79 ms [2021-07-09 15:29:06 main:574] : INFO : Epoch 1877 | loss: 0.0311055 | val_loss: 0.0311339 | Time: 2664.27 ms [2021-07-09 15:29:08 main:574] : INFO : Epoch 1878 | loss: 0.0311075 | val_loss: 0.0311343 | Time: 2271.91 ms [2021-07-09 15:29:10 main:574] : INFO : Epoch 1879 | loss: 0.0311058 | val_loss: 0.0311311 | Time: 2625.63 ms [2021-07-09 15:29:13 main:574] : INFO : Epoch 1880 | loss: 0.0311035 | val_loss: 0.031132 | Time: 2625.74 ms [2021-07-09 15:29:15 main:574] : INFO : Epoch 1881 | loss: 0.0311074 | val_loss: 0.0311345 | Time: 2291.86 ms [2021-07-09 15:29:18 main:574] : INFO : Epoch 1882 | loss: 0.0311038 | val_loss: 0.0311314 | Time: 2632.96 ms [2021-07-09 15:29:20 main:574] : INFO : Epoch 1883 | loss: 0.0311068 | val_loss: 0.031135 | Time: 2434.14 ms [2021-07-09 15:29:23 main:574] : INFO : Epoch 1884 | loss: 0.0311062 | val_loss: 0.0311316 | Time: 2396.53 ms [2021-07-09 15:29:25 main:574] : INFO : Epoch 1885 | loss: 0.0311036 | val_loss: 0.0311338 | Time: 2618.11 ms [2021-07-09 15:29:28 main:574] : INFO : Epoch 1886 | loss: 0.0311073 | val_loss: 0.0311355 | Time: 2223.19 ms [2021-07-09 15:29:30 main:574] : INFO : Epoch 1887 | loss: 0.0311101 | val_loss: 0.0311447 | Time: 2598.34 ms [2021-07-09 15:29:33 main:574] : INFO : Epoch 1888 | loss: 0.0311209 | val_loss: 0.0311419 | Time: 2669.7 ms [2021-07-09 15:29:35 main:574] : INFO : Epoch 1889 | loss: 0.0311179 | val_loss: 0.0311464 | Time: 2226.79 ms [2021-07-09 15:29:38 main:574] : INFO : Epoch 1890 | loss: 0.0311139 | val_loss: 0.0311382 | Time: 2620.37 ms [2021-07-09 15:29:40 main:574] : INFO : Epoch 1891 | loss: 0.0311128 | val_loss: 0.0311441 | Time: 2312.89 ms [2021-07-09 15:29:43 main:574] : INFO : Epoch 1892 | loss: 0.0311078 | val_loss: 0.0311344 | Time: 2624.23 ms [2021-07-09 15:29:45 main:574] : INFO : Epoch 1893 | loss: 0.0311081 | val_loss: 0.0311405 | Time: 2656.74 ms [2021-07-09 15:29:48 main:574] : INFO : Epoch 1894 | loss: 0.0311076 | val_loss: 0.0311355 | Time: 2221.42 ms [2021-07-09 15:29:50 main:574] : INFO : Epoch 1895 | loss: 0.0311086 | val_loss: 0.0311327 | Time: 2656.59 ms [2021-07-09 15:29:53 main:574] : INFO : Epoch 1896 | loss: 0.0311099 | val_loss: 0.0311367 | Time: 2645.5 ms [2021-07-09 15:29:55 main:574] : INFO : Epoch 1897 | loss: 0.0311109 | val_loss: 0.0311363 | Time: 2276.96 ms [2021-07-09 15:29:58 main:574] : INFO : Epoch 1898 | loss: 0.0311089 | val_loss: 0.0311309 | Time: 2656.59 ms [2021-07-09 15:30:00 main:574] : INFO : Epoch 1899 | loss: 0.0311087 | val_loss: 0.0311349 | Time: 2287.22 ms [2021-07-09 15:30:03 main:574] : INFO : Epoch 1900 | loss: 0.0311084 | val_loss: 0.0311332 | Time: 2615.93 ms [2021-07-09 15:30:05 main:574] : INFO : Epoch 1901 | loss: 0.0311105 | val_loss: 0.0311317 | Time: 2648.04 ms [2021-07-09 15:30:08 main:574] : INFO : Epoch 1902 | loss: 0.0311094 | val_loss: 0.0311338 | Time: 2269.56 ms [2021-07-09 15:30:10 main:574] : INFO : Epoch 1903 | loss: 0.0311108 | val_loss: 0.0311307 | Time: 2679.41 ms [2021-07-09 15:30:13 main:574] : INFO : Epoch 1904 | loss: 0.0311089 | val_loss: 0.0311311 | Time: 2686.2 ms [2021-07-09 15:30:15 main:574] : INFO : Epoch 1905 | loss: 0.0311065 | val_loss: 0.0311269 | Time: 2243.37 ms [2021-07-09 15:30:18 main:574] : INFO : Epoch 1906 | loss: 0.0311047 | val_loss: 0.0311294 | Time: 2654.31 ms [2021-07-09 15:30:20 main:574] : INFO : Epoch 1907 | loss: 0.0311048 | val_loss: 0.0311282 | Time: 2329.36 ms [2021-07-09 15:30:23 main:574] : INFO : Epoch 1908 | loss: 0.0311036 | val_loss: 0.0311282 | Time: 2515.72 ms [2021-07-09 15:30:26 main:574] : INFO : Epoch 1909 | loss: 0.0311066 | val_loss: 0.031128 | Time: 2623.98 ms [2021-07-09 15:30:28 main:574] : INFO : Epoch 1910 | loss: 0.031108 | val_loss: 0.0311269 | Time: 2227.33 ms [2021-07-09 15:30:30 main:574] : INFO : Epoch 1911 | loss: 0.0311036 | val_loss: 0.0311262 | Time: 2612.03 ms [2021-07-09 15:30:33 main:574] : INFO : Epoch 1912 | loss: 0.031103 | val_loss: 0.0311263 | Time: 2637.78 ms [2021-07-09 15:30:35 main:574] : INFO : Epoch 1913 | loss: 0.0311037 | val_loss: 0.0311296 | Time: 2355.24 ms [2021-07-09 15:30:38 main:574] : INFO : Epoch 1914 | loss: 0.0311044 | val_loss: 0.0311274 | Time: 2606.88 ms [2021-07-09 15:30:40 main:574] : INFO : Epoch 1915 | loss: 0.0311049 | val_loss: 0.031128 | Time: 2244.75 ms [2021-07-09 15:30:43 main:574] : INFO : Epoch 1916 | loss: 0.031104 | val_loss: 0.0311251 | Time: 2601.93 ms [2021-07-09 15:30:45 main:574] : INFO : Epoch 1917 | loss: 0.0311034 | val_loss: 0.0311327 | Time: 2586.12 ms [2021-07-09 15:30:48 main:574] : INFO : Epoch 1918 | loss: 0.0311036 | val_loss: 0.0311292 | Time: 2244.45 ms [2021-07-09 15:30:50 main:574] : INFO : Epoch 1919 | loss: 0.0311011 | val_loss: 0.0311278 | Time: 2607.24 ms [2021-07-09 15:30:53 main:574] : INFO : Epoch 1920 | loss: 0.0311027 | val_loss: 0.0311321 | Time: 2473.55 ms [2021-07-09 15:30:55 main:574] : INFO : Epoch 1921 | loss: 0.0311051 | val_loss: 0.0311381 | Time: 2515.67 ms [2021-07-09 15:30:58 main:574] : INFO : Epoch 1922 | loss: 0.0311097 | val_loss: 0.0311297 | Time: 2636.01 ms [2021-07-09 15:31:00 main:574] : INFO : Epoch 1923 | loss: 0.0311042 | val_loss: 0.0311269 | Time: 2233.59 ms [2021-07-09 15:31:03 main:574] : INFO : Epoch 1924 | loss: 0.0311077 | val_loss: 0.031132 | Time: 2620.7 ms [2021-07-09 15:31:05 main:574] : INFO : Epoch 1925 | loss: 0.0311086 | val_loss: 0.031132 | Time: 2641.8 ms [2021-07-09 15:31:08 main:574] : INFO : Epoch 1926 | loss: 0.0311062 | val_loss: 0.0311299 | Time: 2214.96 ms [2021-07-09 15:31:10 main:574] : INFO : Epoch 1927 | loss: 0.0311053 | val_loss: 0.0311317 | Time: 2581.81 ms [2021-07-09 15:31:13 main:574] : INFO : Epoch 1928 | loss: 0.031109 | val_loss: 0.0311282 | Time: 2377.16 ms [2021-07-09 15:31:15 main:574] : INFO : Epoch 1929 | loss: 0.0311067 | val_loss: 0.031129 | Time: 2502.19 ms [2021-07-09 15:31:18 main:574] : INFO : Epoch 1930 | loss: 0.0311046 | val_loss: 0.0311295 | Time: 2619.6 ms [2021-07-09 15:31:20 main:574] : INFO : Epoch 1931 | loss: 0.0311058 | val_loss: 0.0311265 | Time: 2221.73 ms [2021-07-09 15:31:23 main:574] : INFO : Epoch 1932 | loss: 0.0311057 | val_loss: 0.0311292 | Time: 2508.31 ms [2021-07-09 15:31:25 main:574] : INFO : Epoch 1933 | loss: 0.0311037 | val_loss: 0.0311285 | Time: 2438.45 ms [2021-07-09 15:31:27 main:574] : INFO : Epoch 1934 | loss: 0.0311031 | val_loss: 0.0311309 | Time: 2401.83 ms [2021-07-09 15:31:30 main:574] : INFO : Epoch 1935 | loss: 0.0311097 | val_loss: 0.0311432 | Time: 2529.99 ms [2021-07-09 15:31:32 main:574] : INFO : Epoch 1936 | loss: 0.0311163 | val_loss: 0.0311389 | Time: 2256.25 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P2000) [2021-07-12 12:50:46 main:435] : INFO : Set logging level to 1 [2021-07-12 12:50:46 main:441] : INFO : Running in BOINC Client mode [2021-07-12 12:50:46 main:444] : INFO : Resolving all filenames [2021-07-12 12:50:46 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-12 12:50:46 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893682-20227-2_0_r431084783_1 (exists = 1) [2021-07-12 12:50:46 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893682-20227-2_0_r431084783_0 (exists = 0) [2021-07-12 12:50:46 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893682-20227-2 (exists = 1) [2021-07-12 12:50:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-12 12:50:46 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-12 12:50:46 main:474] : INFO : Configuration: [2021-07-12 12:50:46 main:475] : INFO : Model type: GRU [2021-07-12 12:50:46 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-12 12:50:46 main:477] : INFO : Max Epochs: 2048 [2021-07-12 12:50:46 main:478] : INFO : Batch Size: 128 [2021-07-12 12:50:46 main:479] : INFO : Learning Rate: 0.01 [2021-07-12 12:50:46 main:480] : INFO : Patience: 10 [2021-07-12 12:50:46 main:481] : INFO : Hidden Width: 12 [2021-07-12 12:50:46 main:482] : INFO : # Recurrent Layers: 4 [2021-07-12 12:50:46 main:483] : INFO : # Backend Layers: 4 [2021-07-12 12:50:46 main:484] : INFO : # Threads: 1 [2021-07-12 12:50:46 main:486] : INFO : Preparing Dataset [2021-07-12 12:50:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 12:50:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 12:50:49 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-12 12:50:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 12:50:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 12:50:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-12 12:50:49 main:494] : INFO : Creating Model [2021-07-12 12:50:49 main:507] : INFO : Preparing config file [2021-07-12 12:50:49 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-12 12:50:49 main:512] : INFO : Loading config [2021-07-12 12:50:49 main:514] : INFO : Loading state [2021-07-12 12:50:51 main:559] : INFO : Loading DataLoader into Memory [2021-07-12 12:50:51 main:562] : INFO : Starting Training [2021-07-12 12:50:54 main:574] : INFO : Epoch 1887 | loss: 0.0313729 | val_loss: 0.0312202 | Time: 2721.03 ms [2021-07-12 12:50:56 main:574] : INFO : Epoch 1888 | loss: 0.0311931 | val_loss: 0.0311552 | Time: 2270.08 ms [2021-07-12 12:50:58 main:574] : INFO : Epoch 1889 | loss: 0.0311246 | val_loss: 0.0311414 | Time: 2499.32 ms [2021-07-12 12:51:01 main:574] : INFO : Epoch 1890 | loss: 0.0311147 | val_loss: 0.0311401 | Time: 2358.37 ms [2021-07-12 12:51:03 main:574] : INFO : Epoch 1891 | loss: 0.0311142 | val_loss: 0.0311416 | Time: 2512.38 ms [2021-07-12 12:51:06 main:574] : INFO : Epoch 1892 | loss: 0.0311133 | val_loss: 0.0311369 | Time: 2260.13 ms [2021-07-12 12:51:08 main:574] : INFO : Epoch 1893 | loss: 0.0311088 | val_loss: 0.031135 | Time: 2518.61 ms [2021-07-12 12:51:11 main:574] : INFO : Epoch 1894 | loss: 0.0311088 | val_loss: 0.0311328 | Time: 2562.23 ms [2021-07-12 12:51:13 main:574] : INFO : Epoch 1895 | loss: 0.0311108 | val_loss: 0.03114 | Time: 2284.46 ms [2021-07-12 12:51:16 main:574] : INFO : Epoch 1896 | loss: 0.0311112 | val_loss: 0.0311355 | Time: 2689.05 ms [2021-07-12 12:51:18 main:574] : INFO : Epoch 1897 | loss: 0.0311093 | val_loss: 0.0311369 | Time: 2522.04 ms [2021-07-12 12:51:21 main:574] : INFO : Epoch 1898 | loss: 0.031107 | val_loss: 0.031139 | Time: 2499.74 ms [2021-07-12 12:51:23 main:574] : INFO : Epoch 1899 | loss: 0.0311072 | val_loss: 0.0311341 | Time: 2679.22 ms [2021-07-12 12:51:26 main:574] : INFO : Epoch 1900 | loss: 0.0311047 | val_loss: 0.031135 | Time: 2236.81 ms [2021-07-12 12:51:28 main:574] : INFO : Epoch 1901 | loss: 0.0311058 | val_loss: 0.0311314 | Time: 2608.66 ms [2021-07-12 12:51:31 main:574] : INFO : Epoch 1902 | loss: 0.0311047 | val_loss: 0.0311386 | Time: 2595.68 ms [2021-07-12 12:51:33 main:574] : INFO : Epoch 1903 | loss: 0.0311072 | val_loss: 0.0311352 | Time: 2249.79 ms [2021-07-12 12:51:36 main:574] : INFO : Epoch 1904 | loss: 0.0311072 | val_loss: 0.031132 | Time: 2504.76 ms [2021-07-12 12:51:38 main:574] : INFO : Epoch 1905 | loss: 0.0311071 | val_loss: 0.0311304 | Time: 2251.2 ms [2021-07-12 12:51:40 main:574] : INFO : Epoch 1906 | loss: 0.0311032 | val_loss: 0.0311287 | Time: 2519.94 ms [2021-07-12 12:51:43 main:574] : INFO : Epoch 1907 | loss: 0.0311038 | val_loss: 0.0311281 | Time: 2524.95 ms [2021-07-12 12:51:46 main:574] : INFO : Epoch 1908 | loss: 0.0311044 | val_loss: 0.0311312 | Time: 2775.82 ms [2021-07-12 12:51:52 main:574] : INFO : Epoch 1909 | loss: 0.0311091 | val_loss: 0.0311293 | Time: 6082.67 ms [2021-07-12 12:51:55 main:574] : INFO : Epoch 1910 | loss: 0.0311055 | val_loss: 0.0311289 | Time: 2964.04 ms [2021-07-12 12:52:08 main:574] : INFO : Epoch 1911 | loss: 0.0311011 | val_loss: 0.0311309 | Time: 12985 ms [2021-07-12 12:52:10 main:574] : INFO : Epoch 1912 | loss: 0.0311021 | val_loss: 0.0311292 | Time: 2612.12 ms [2021-07-12 12:52:13 main:574] : INFO : Epoch 1913 | loss: 0.0311017 | val_loss: 0.0311306 | Time: 2613.97 ms [2021-07-12 12:52:15 main:574] : INFO : Epoch 1914 | loss: 0.0311015 | val_loss: 0.0311326 | Time: 2320.92 ms [2021-07-12 12:52:18 main:574] : INFO : Epoch 1915 | loss: 0.0311035 | val_loss: 0.0311356 | Time: 2595.15 ms [2021-07-12 12:52:20 main:574] : INFO : Epoch 1916 | loss: 0.0311037 | val_loss: 0.0311332 | Time: 2455.81 ms [2021-07-12 12:52:23 main:574] : INFO : Epoch 1917 | loss: 0.0311028 | val_loss: 0.0311336 | Time: 2497.82 ms [2021-07-12 12:52:26 main:574] : INFO : Epoch 1918 | loss: 0.0311033 | val_loss: 0.0311333 | Time: 2657.67 ms [2021-07-12 12:52:28 main:574] : INFO : Epoch 1919 | loss: 0.0311028 | val_loss: 0.0311331 | Time: 2284.46 ms [2021-07-12 12:52:31 main:574] : INFO : Epoch 1920 | loss: 0.0310999 | val_loss: 0.0311313 | Time: 2790.78 ms [2021-07-12 12:52:33 main:574] : INFO : Epoch 1921 | loss: 0.0311013 | val_loss: 0.0311294 | Time: 2623.46 ms [2021-07-12 12:52:36 main:574] : INFO : Epoch 1922 | loss: 0.0311025 | val_loss: 0.0311329 | Time: 2280.83 ms [2021-07-12 12:52:38 main:574] : INFO : Epoch 1923 | loss: 0.0311001 | val_loss: 0.0311329 | Time: 2632.7 ms [2021-07-12 12:52:41 main:574] : INFO : Epoch 1924 | loss: 0.0310961 | val_loss: 0.0311316 | Time: 2452.84 ms [2021-07-12 12:52:43 main:574] : INFO : Epoch 1925 | loss: 0.0310978 | val_loss: 0.0311341 | Time: 2492.24 ms [2021-07-12 12:52:46 main:574] : INFO : Epoch 1926 | loss: 0.0310979 | val_loss: 0.0311297 | Time: 3110.52 ms [2021-07-12 12:52:49 main:574] : INFO : Epoch 1927 | loss: 0.0310971 | val_loss: 0.0311303 | Time: 2522.07 ms [2021-07-12 12:52:51 main:574] : INFO : Epoch 1928 | loss: 0.0310999 | val_loss: 0.0311333 | Time: 2423.89 ms [2021-07-12 12:52:54 main:574] : INFO : Epoch 1929 | loss: 0.0310979 | val_loss: 0.0311308 | Time: 2658.68 ms [2021-07-12 12:52:56 main:574] : INFO : Epoch 1930 | loss: 0.0311013 | val_loss: 0.031129 | Time: 2384.63 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P2000) [2021-07-12 13:59:58 main:435] : INFO : Set logging level to 1 [2021-07-12 13:59:58 main:441] : INFO : Running in BOINC Client mode [2021-07-12 13:59:58 main:444] : INFO : Resolving all filenames [2021-07-12 13:59:58 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-12 13:59:58 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893682-20227-2_0_r431084783_1 (exists = 1) [2021-07-12 13:59:58 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893682-20227-2_0_r431084783_0 (exists = 0) [2021-07-12 13:59:58 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893682-20227-2 (exists = 1) [2021-07-12 13:59:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-12 13:59:58 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-12 13:59:58 main:474] : INFO : Configuration: [2021-07-12 13:59:58 main:475] : INFO : Model type: GRU [2021-07-12 13:59:58 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-12 13:59:58 main:477] : INFO : Max Epochs: 2048 [2021-07-12 13:59:58 main:478] : INFO : Batch Size: 128 [2021-07-12 13:59:58 main:479] : INFO : Learning Rate: 0.01 [2021-07-12 13:59:58 main:480] : INFO : Patience: 10 [2021-07-12 13:59:58 main:481] : INFO : Hidden Width: 12 [2021-07-12 13:59:58 main:482] : INFO : # Recurrent Layers: 4 [2021-07-12 13:59:58 main:483] : INFO : # Backend Layers: 4 [2021-07-12 13:59:58 main:484] : INFO : # Threads: 1 [2021-07-12 13:59:58 main:486] : INFO : Preparing Dataset [2021-07-12 13:59:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 13:59:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 13:59:59 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-12 13:59:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 13:59:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 14:00:00 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-12 14:00:00 main:494] : INFO : Creating Model [2021-07-12 14:00:00 main:507] : INFO : Preparing config file [2021-07-12 14:00:00 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-12 14:00:00 main:512] : INFO : Loading config [2021-07-12 14:00:00 main:514] : INFO : Loading state [2021-07-12 14:00:01 main:559] : INFO : Loading DataLoader into Memory [2021-07-12 14:00:01 main:562] : INFO : Starting Training [2021-07-12 14:00:03 main:574] : INFO : Epoch 1887 | loss: 0.0313175 | val_loss: 0.0311928 | Time: 2458.64 ms [2021-07-12 14:00:05 main:574] : INFO : Epoch 1888 | loss: 0.0311503 | val_loss: 0.0311584 | Time: 2208.07 ms [2021-07-12 14:00:07 main:574] : INFO : Epoch 1889 | loss: 0.0311153 | val_loss: 0.0311335 | Time: 2188.14 ms [2021-07-12 14:00:10 main:574] : INFO : Epoch 1890 | loss: 0.0311095 | val_loss: 0.0311376 | Time: 2374.22 ms [2021-07-12 14:00:12 main:574] : INFO : Epoch 1891 | loss: 0.0311078 | val_loss: 0.0311333 | Time: 2313.09 ms [2021-07-12 14:00:14 main:574] : INFO : Epoch 1892 | loss: 0.0311054 | val_loss: 0.0311328 | Time: 2415.9 ms [2021-07-12 14:00:17 main:574] : INFO : Epoch 1893 | loss: 0.0311053 | val_loss: 0.0311322 | Time: 2450.13 ms [2021-07-12 14:00:19 main:574] : INFO : Epoch 1894 | loss: 0.0311051 | val_loss: 0.0311341 | Time: 2256.03 ms [2021-07-12 14:00:22 main:574] : INFO : Epoch 1895 | loss: 0.0311081 | val_loss: 0.0311342 | Time: 2423.46 ms [2021-07-12 14:00:24 main:574] : INFO : Epoch 1896 | loss: 0.0311098 | val_loss: 0.0311326 | Time: 2271.59 ms [2021-07-12 14:00:26 main:574] : INFO : Epoch 1897 | loss: 0.0311089 | val_loss: 0.0311319 | Time: 2444.42 ms [2021-07-12 14:00:29 main:574] : INFO : Epoch 1898 | loss: 0.0311085 | val_loss: 0.0311347 | Time: 2416.35 ms [2021-07-12 14:00:31 main:574] : INFO : Epoch 1899 | loss: 0.0311052 | val_loss: 0.0311373 | Time: 2259.13 ms [2021-07-12 14:00:34 main:574] : INFO : Epoch 1900 | loss: 0.031104 | val_loss: 0.0311323 | Time: 2527.49 ms [2021-07-12 14:00:36 main:574] : INFO : Epoch 1901 | loss: 0.031105 | val_loss: 0.0311429 | Time: 2260.65 ms [2021-07-12 14:00:38 main:574] : INFO : Epoch 1902 | loss: 0.0311087 | val_loss: 0.0311362 | Time: 2469.89 ms [2021-07-12 14:00:41 main:574] : INFO : Epoch 1903 | loss: 0.0311096 | val_loss: 0.0311315 | Time: 2529.28 ms [2021-07-12 14:00:43 main:574] : INFO : Epoch 1904 | loss: 0.031108 | val_loss: 0.0311309 | Time: 2270 ms [2021-07-12 14:00:46 main:574] : INFO : Epoch 1905 | loss: 0.0311104 | val_loss: 0.0311309 | Time: 2653.01 ms [2021-07-12 14:00:48 main:574] : INFO : Epoch 1906 | loss: 0.0311084 | val_loss: 0.031133 | Time: 2260.59 ms [2021-07-12 14:00:51 main:574] : INFO : Epoch 1907 | loss: 0.0311159 | val_loss: 0.0311288 | Time: 2474.98 ms [2021-07-12 14:00:53 main:574] : INFO : Epoch 1908 | loss: 0.0311163 | val_loss: 0.0311262 | Time: 2549.7 ms [2021-07-12 14:00:55 main:574] : INFO : Epoch 1909 | loss: 0.0311124 | val_loss: 0.0311265 | Time: 2202.82 ms [2021-07-12 14:00:59 main:574] : INFO : Epoch 1910 | loss: 0.0311108 | val_loss: 0.0311315 | Time: 3395.45 ms [2021-07-12 14:01:02 main:574] : INFO : Epoch 1911 | loss: 0.0311096 | val_loss: 0.0311329 | Time: 3620.31 ms [2021-07-12 14:01:05 main:574] : INFO : Epoch 1912 | loss: 0.0311089 | val_loss: 0.0311307 | Time: 2759.13 ms [2021-07-12 14:01:18 main:574] : INFO : Epoch 1913 | loss: 0.0311088 | val_loss: 0.0311331 | Time: 13180.9 ms [2021-07-12 14:01:21 main:574] : INFO : Epoch 1914 | loss: 0.0311091 | val_loss: 0.0311295 | Time: 2528.51 ms [2021-07-12 14:01:23 main:574] : INFO : Epoch 1915 | loss: 0.031105 | val_loss: 0.0311275 | Time: 2541.77 ms [2021-07-12 14:01:26 main:574] : INFO : Epoch 1916 | loss: 0.0311025 | val_loss: 0.0311318 | Time: 2267.48 ms [2021-07-12 14:01:28 main:574] : INFO : Epoch 1917 | loss: 0.031101 | val_loss: 0.0311315 | Time: 2544 ms [2021-07-12 14:01:31 main:574] : INFO : Epoch 1918 | loss: 0.0311036 | val_loss: 0.0311337 | Time: 2484.62 ms [2021-07-12 14:01:33 main:574] : INFO : Epoch 1919 | loss: 0.0311035 | val_loss: 0.0311321 | Time: 2484.5 ms [2021-07-12 14:01:36 main:574] : INFO : Epoch 1920 | loss: 0.0311088 | val_loss: 0.0311305 | Time: 2649.42 ms [2021-07-12 14:01:38 main:574] : INFO : Epoch 1921 | loss: 0.0311079 | val_loss: 0.031129 | Time: 2349.42 ms [2021-07-12 14:01:41 main:574] : INFO : Epoch 1922 | loss: 0.0311056 | val_loss: 0.031129 | Time: 2684.18 ms [2021-07-12 14:01:43 main:574] : INFO : Epoch 1923 | loss: 0.0311056 | val_loss: 0.0311335 | Time: 2518.39 ms [2021-07-12 14:01:46 main:574] : INFO : Epoch 1924 | loss: 0.031105 | val_loss: 0.0311305 | Time: 2278.83 ms [2021-07-12 14:01:49 main:574] : INFO : Epoch 1925 | loss: 0.0311105 | val_loss: 0.0311296 | Time: 2850.04 ms [2021-07-12 14:01:51 main:574] : INFO : Epoch 1926 | loss: 0.0311097 | val_loss: 0.0311275 | Time: 2657.67 ms [2021-07-12 14:01:53 main:574] : INFO : Epoch 1927 | loss: 0.0311051 | val_loss: 0.0311312 | Time: 2306.81 ms [2021-07-12 14:01:56 main:574] : INFO : Epoch 1928 | loss: 0.0311036 | val_loss: 0.0311329 | Time: 2610.6 ms [2021-07-12 14:01:59 main:574] : INFO : Epoch 1929 | loss: 0.0311011 | val_loss: 0.0311315 | Time: 3097.66 ms [2021-07-12 14:02:01 main:574] : INFO : Epoch 1930 | loss: 0.031103 | val_loss: 0.0311332 | Time: 2260.27 ms [2021-07-12 14:02:04 main:574] : INFO : Epoch 1931 | loss: 0.0311036 | val_loss: 0.031132 | Time: 2697.76 ms [2021-07-12 14:02:07 main:574] : INFO : Epoch 1932 | loss: 0.0311068 | val_loss: 0.0311331 | Time: 2408.03 ms [2021-07-12 14:02:09 main:574] : INFO : Epoch 1933 | loss: 0.0311028 | val_loss: 0.0311287 | Time: 2511.44 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P2000) [2021-07-12 14:05:11 main:435] : INFO : Set logging level to 1 [2021-07-12 14:05:11 main:441] : INFO : Running in BOINC Client mode [2021-07-12 14:05:11 main:444] : INFO : Resolving all filenames [2021-07-12 14:05:11 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-12 14:05:11 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893682-20227-2_0_r431084783_1 (exists = 1) [2021-07-12 14:05:11 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893682-20227-2_0_r431084783_0 (exists = 0) [2021-07-12 14:05:11 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893682-20227-2 (exists = 1) [2021-07-12 14:05:11 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-12 14:05:11 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-12 14:05:11 main:474] : INFO : Configuration: [2021-07-12 14:05:11 main:475] : INFO : Model type: GRU [2021-07-12 14:05:11 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-12 14:05:11 main:477] : INFO : Max Epochs: 2048 [2021-07-12 14:05:11 main:478] : INFO : Batch Size: 128 [2021-07-12 14:05:11 main:479] : INFO : Learning Rate: 0.01 [2021-07-12 14:05:11 main:480] : INFO : Patience: 10 [2021-07-12 14:05:11 main:481] : INFO : Hidden Width: 12 [2021-07-12 14:05:11 main:482] : INFO : # Recurrent Layers: 4 [2021-07-12 14:05:11 main:483] : INFO : # Backend Layers: 4 [2021-07-12 14:05:11 main:484] : INFO : # Threads: 1 [2021-07-12 14:05:11 main:486] : INFO : Preparing Dataset [2021-07-12 14:05:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 14:05:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 14:05:13 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-12 14:05:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 14:05:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-12 14:05:13 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-12 14:05:13 main:494] : INFO : Creating Model [2021-07-12 14:05:13 main:507] : INFO : Preparing config file [2021-07-12 14:05:13 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-12 14:05:13 main:512] : INFO : Loading config [2021-07-12 14:05:13 main:514] : INFO : Loading state [2021-07-12 14:05:14 main:559] : INFO : Loading DataLoader into Memory [2021-07-12 14:05:14 main:562] : INFO : Starting Training [2021-07-12 14:05:16 main:574] : INFO : Epoch 1887 | loss: 0.0313404 | val_loss: 0.0312057 | Time: 2406.18 ms [2021-07-12 14:05:18 main:574] : INFO : Epoch 1888 | loss: 0.0311551 | val_loss: 0.031151 | Time: 2160.82 ms [2021-07-12 14:05:21 main:574] : INFO : Epoch 1889 | loss: 0.0311152 | val_loss: 0.031136 | Time: 2245.84 ms [2021-07-12 14:05:23 main:574] : INFO : Epoch 1890 | loss: 0.0311103 | val_loss: 0.0311342 | Time: 2382.2 ms [2021-07-12 14:05:26 main:574] : INFO : Epoch 1891 | loss: 0.031106 | val_loss: 0.0311361 | Time: 2468.25 ms [2021-07-12 14:05:28 main:574] : INFO : Epoch 1892 | loss: 0.0311076 | val_loss: 0.0311361 | Time: 2546.17 ms [2021-07-12 14:05:30 main:574] : INFO : Epoch 1893 | loss: 0.0311087 | val_loss: 0.0311375 | Time: 2280.37 ms [2021-07-12 14:05:33 main:574] : INFO : Epoch 1894 | loss: 0.0311074 | val_loss: 0.0311353 | Time: 2505.68 ms [2021-07-12 14:05:35 main:574] : INFO : Epoch 1895 | loss: 0.031107 | val_loss: 0.0311369 | Time: 2440.38 ms [2021-07-12 14:05:38 main:574] : INFO : Epoch 1896 | loss: 0.0311054 | val_loss: 0.0311384 | Time: 2420.7 ms [2021-07-12 14:05:40 main:574] : INFO : Epoch 1897 | loss: 0.0311081 | val_loss: 0.0311404 | Time: 2595.33 ms [2021-07-12 14:05:43 main:574] : INFO : Epoch 1898 | loss: 0.0311088 | val_loss: 0.031132 | Time: 2290 ms [2021-07-12 14:05:45 main:574] : INFO : Epoch 1899 | loss: 0.031106 | val_loss: 0.0311338 | Time: 2630.71 ms [2021-07-12 14:05:48 main:574] : INFO : Epoch 1900 | loss: 0.0311052 | val_loss: 0.0311371 | Time: 2515.24 ms [2021-07-12 14:05:50 main:574] : INFO : Epoch 1901 | loss: 0.0311079 | val_loss: 0.0311384 | Time: 2334.29 ms [2021-07-12 14:05:53 main:574] : INFO : Epoch 1902 | loss: 0.0311061 | val_loss: 0.0311348 | Time: 2596.32 ms [2021-07-12 14:05:55 main:574] : INFO : Epoch 1903 | loss: 0.031105 | val_loss: 0.0311353 | Time: 2259.05 ms [2021-07-12 14:05:58 main:574] : INFO : Epoch 1904 | loss: 0.0311044 | val_loss: 0.031131 | Time: 2581.28 ms [2021-07-12 14:06:00 main:574] : INFO : Epoch 1905 | loss: 0.0311042 | val_loss: 0.0311365 | Time: 2594.23 ms [2021-07-12 14:06:02 main:574] : INFO : Epoch 1906 | loss: 0.0311079 | val_loss: 0.0311302 | Time: 2264.28 ms [2021-07-12 14:06:05 main:574] : INFO : Epoch 1907 | loss: 0.0311117 | val_loss: 0.0311316 | Time: 2533.47 ms [2021-07-12 14:06:07 main:574] : INFO : Epoch 1908 | loss: 0.0311107 | val_loss: 0.031134 | Time: 2332.77 ms [2021-07-12 14:06:21 main:574] : INFO : Epoch 1909 | loss: 0.0311104 | val_loss: 0.0311327 | Time: 13251.1 ms [2021-07-12 14:06:23 main:574] : INFO : Epoch 1910 | loss: 0.0311119 | val_loss: 0.0311399 | Time: 2749.23 ms [2021-07-12 14:06:26 main:574] : INFO : Epoch 1911 | loss: 0.0311141 | val_loss: 0.0311294 | Time: 2704.5 ms [2021-07-12 14:06:28 main:574] : INFO : Epoch 1912 | loss: 0.0311127 | val_loss: 0.0311354 | Time: 2358.2 ms [2021-07-12 14:06:41 main:574] : INFO : Epoch 1913 | loss: 0.0311096 | val_loss: 0.0311373 | Time: 12895.2 ms [2021-07-12 14:06:44 main:574] : INFO : Epoch 1914 | loss: 0.0311132 | val_loss: 0.031132 | Time: 2568.59 ms [2021-07-12 14:06:46 main:574] : INFO : Epoch 1915 | loss: 0.0311144 | val_loss: 0.0311331 | Time: 2458.02 ms [2021-07-12 14:06:49 main:574] : INFO : Epoch 1916 | loss: 0.0311126 | val_loss: 0.0311336 | Time: 2796.6 ms [2021-07-12 14:06:52 main:574] : INFO : Epoch 1917 | loss: 0.0311101 | val_loss: 0.0311317 | Time: 2355.16 ms [2021-07-12 14:06:54 main:574] : INFO : Epoch 1918 | loss: 0.031111 | val_loss: 0.0311346 | Time: 2576.35 ms [2021-07-12 14:06:57 main:574] : INFO : Epoch 1919 | loss: 0.0311104 | val_loss: 0.0311356 | Time: 2710.23 ms [2021-07-12 14:06:59 main:574] : INFO : Epoch 1920 | loss: 0.0311069 | val_loss: 0.0311298 | Time: 2379.71 ms [2021-07-12 14:07:02 main:574] : INFO : Epoch 1921 | loss: 0.0311068 | val_loss: 0.0311343 | Time: 2888.14 ms [2021-07-12 14:07:05 main:574] : INFO : Epoch 1922 | loss: 0.0311096 | val_loss: 0.0311317 | Time: 2599.96 ms [2021-07-12 14:07:07 main:574] : INFO : Epoch 1923 | loss: 0.0311097 | val_loss: 0.0311291 | Time: 2291.3 ms [2021-07-12 14:07:10 main:574] : INFO : Epoch 1924 | loss: 0.0311075 | val_loss: 0.0311318 | Time: 2641.63 ms [2021-07-12 14:07:12 main:574] : INFO : Epoch 1925 | loss: 0.0311095 | val_loss: 0.0311363 | Time: 2675.66 ms [2021-07-12 14:07:15 main:574] : INFO : Epoch 1926 | loss: 0.0311105 | val_loss: 0.0311276 | Time: 2312.96 ms [2021-07-12 14:07:17 main:574] : INFO : Epoch 1927 | loss: 0.0311099 | val_loss: 0.0311323 | Time: 2691.69 ms [2021-07-12 14:07:20 main:574] : INFO : Epoch 1928 | loss: 0.0311087 | val_loss: 0.0311382 | Time: 2542.79 ms [2021-07-12 14:07:22 main:574] : INFO : Epoch 1929 | loss: 0.0311071 | val_loss: 0.0311356 | Time: 2394.17 ms [2021-07-12 14:07:25 main:574] : INFO : Epoch 1930 | loss: 0.0311074 | val_loss: 0.0311311 | Time: 2681.55 ms [2021-07-12 14:07:27 main:574] : INFO : Epoch 1931 | loss: 0.0311058 | val_loss: 0.0311298 | Time: 2275.35 ms [2021-07-12 14:07:30 main:574] : INFO : Epoch 1932 | loss: 0.031106 | val_loss: 0.0311382 | Time: 2676.32 ms [2021-07-12 14:07:33 main:574] : INFO : Epoch 1933 | loss: 0.0311089 | val_loss: 0.0311344 | Time: 2709.6 ms [2021-07-12 14:07:35 main:574] : INFO : Epoch 1934 | loss: 0.0311027 | val_loss: 0.0311314 | Time: 2300.36 ms [2021-07-12 14:07:38 main:574] : INFO : Epoch 1935 | loss: 0.0311044 | val_loss: 0.0311288 | Time: 2734.62 ms [2021-07-12 14:07:40 main:574] : INFO : Epoch 1936 | loss: 0.0311073 | val_loss: 0.0311305 | Time: 2690.65 ms [2021-07-12 14:07:43 main:574] : INFO : Epoch 1937 | loss: 0.0311074 | val_loss: 0.0311365 | Time: 2279.2 ms [2021-07-12 14:07:45 main:574] : INFO : Epoch 1938 | loss: 0.0311103 | val_loss: 0.0311299 | Time: 2661.32 ms [2021-07-12 14:07:48 main:574] : INFO : Epoch 1939 | loss: 0.031109 | val_loss: 0.0311372 | Time: 2327.89 ms [2021-07-12 14:07:50 main:574] : INFO : Epoch 1940 | loss: 0.0311041 | val_loss: 0.0311349 | Time: 2555.17 ms [2021-07-12 14:07:53 main:574] : INFO : Epoch 1941 | loss: 0.0311045 | val_loss: 0.0311322 | Time: 2737.82 ms [2021-07-12 14:07:55 main:574] : INFO : Epoch 1942 | loss: 0.0311022 | val_loss: 0.0311341 | Time: 2301.28 ms [2021-07-12 14:07:58 main:574] : INFO : Epoch 1943 | loss: 0.031103 | val_loss: 0.0311308 | Time: 2722.97 ms [2021-07-12 14:08:01 main:574] : INFO : Epoch 1944 | loss: 0.0311012 | val_loss: 0.0311359 | Time: 2699.43 ms [2021-07-12 14:08:03 main:574] : INFO : Epoch 1945 | loss: 0.0311009 | val_loss: 0.0311335 | Time: 2235.23 ms [2021-07-12 14:08:06 main:574] : INFO : Epoch 1946 | loss: 0.0311022 | val_loss: 0.0311322 | Time: 2619.75 ms [2021-07-12 14:08:08 main:574] : INFO : Epoch 1947 | loss: 0.0311008 | val_loss: 0.0311342 | Time: 2503.15 ms [2021-07-12 14:08:11 main:574] : INFO : Epoch 1948 | loss: 0.031101 | val_loss: 0.0311383 | Time: 2417.19 ms [2021-07-12 14:08:13 main:574] : INFO : Epoch 1949 | loss: 0.0311009 | val_loss: 0.0311352 | Time: 2649.47 ms [2021-07-12 14:08:15 main:574] : INFO : Epoch 1950 | loss: 0.0311021 | val_loss: 0.0311321 | Time: 2300.3 ms [2021-07-12 14:08:18 main:574] : INFO : Epoch 1951 | loss: 0.0311001 | val_loss: 0.0311354 | Time: 2656.65 ms [2021-07-12 14:08:21 main:574] : INFO : Epoch 1952 | loss: 0.0311 | val_loss: 0.0311338 | Time: 2697.52 ms [2021-07-12 14:08:23 main:574] : INFO : Epoch 1953 | loss: 0.0311034 | val_loss: 0.0311308 | Time: 2318.06 ms [2021-07-12 14:08:26 main:574] : INFO : Epoch 1954 | loss: 0.0311008 | val_loss: 0.0311358 | Time: 2636.41 ms [2021-07-12 14:08:29 main:574] : INFO : Epoch 1955 | loss: 0.0311006 | val_loss: 0.0311326 | Time: 2744.68 ms [2021-07-12 14:08:31 main:574] : INFO : Epoch 1956 | loss: 0.0310989 | val_loss: 0.0311298 | Time: 2289.75 ms [2021-07-12 14:08:33 main:574] : INFO : Epoch 1957 | loss: 0.0311007 | val_loss: 0.0311294 | Time: 2626.39 ms [2021-07-12 14:08:36 main:574] : INFO : Epoch 1958 | loss: 0.0310997 | val_loss: 0.0311353 | Time: 2337.11 ms [2021-07-12 14:08:38 main:574] : INFO : Epoch 1959 | loss: 0.0310982 | val_loss: 0.0311409 | Time: 2599.43 ms [2021-07-12 14:08:41 main:574] : INFO : Epoch 1960 | loss: 0.0311016 | val_loss: 0.0311349 | Time: 2713.88 ms [2021-07-12 14:08:43 main:574] : INFO : Epoch 1961 | loss: 0.0311 | val_loss: 0.0311362 | Time: 2277.44 ms [2021-07-12 14:08:46 main:574] : INFO : Epoch 1962 | loss: 0.0310994 | val_loss: 0.0311344 | Time: 2621.26 ms [2021-07-12 14:08:49 main:574] : INFO : Epoch 1963 | loss: 0.0311041 | val_loss: 0.0311384 | Time: 2713.93 ms [2021-07-12 14:08:51 main:574] : INFO : Epoch 1964 | loss: 0.031108 | val_loss: 0.0311373 | Time: 2289.69 ms [2021-07-12 14:08:54 main:574] : INFO : Epoch 1965 | loss: 0.0311061 | val_loss: 0.0311389 | Time: 2878.09 ms [2021-07-12 14:08:57 main:574] : INFO : Epoch 1966 | loss: 0.0311032 | val_loss: 0.0311321 | Time: 2579.68 ms [2021-07-12 14:08:59 main:574] : INFO : Epoch 1967 | loss: 0.0311033 | val_loss: 0.031137 | Time: 2330.56 ms [2021-07-12 14:09:02 main:574] : INFO : Epoch 1968 | loss: 0.0311025 | val_loss: 0.0311406 | Time: 2668.6 ms [2021-07-12 14:09:04 main:574] : INFO : Epoch 1969 | loss: 0.0311009 | val_loss: 0.0311375 | Time: 2329.86 ms [2021-07-12 14:09:06 main:574] : INFO : Epoch 1970 | loss: 0.0311025 | val_loss: 0.0311333 | Time: 2600.01 ms [2021-07-12 14:09:09 main:574] : INFO : Epoch 1971 | loss: 0.0311022 | val_loss: 0.0311367 | Time: 2624.94 ms [2021-07-12 14:09:11 main:574] : INFO : Epoch 1972 | loss: 0.0310996 | val_loss: 0.0311366 | Time: 2328.8 ms [2021-07-12 14:09:14 main:574] : INFO : Epoch 1973 | loss: 0.0310998 | val_loss: 0.0311408 | Time: 2613.83 ms [2021-07-12 14:09:17 main:574] : INFO : Epoch 1974 | loss: 0.0311023 | val_loss: 0.0311362 | Time: 2648.57 ms [2021-07-12 14:09:19 main:574] : INFO : Epoch 1975 | loss: 0.031103 | val_loss: 0.031136 | Time: 2277.13 ms [2021-07-12 14:09:22 main:574] : INFO : Epoch 1976 | loss: 0.031109 | val_loss: 0.0311383 | Time: 2698.61 ms [2021-07-12 14:09:24 main:574] : INFO : Epoch 1977 | loss: 0.031112 | val_loss: 0.0311362 | Time: 2555.74 ms [2021-07-12 14:09:27 main:574] : INFO : Epoch 1978 | loss: 0.0311067 | val_loss: 0.0311344 | Time: 2546.62 ms [2021-07-12 14:09:30 main:574] : INFO : Epoch 1979 | loss: 0.0311073 | val_loss: 0.0311335 | Time: 2701.05 ms [2021-07-12 14:09:42 main:574] : INFO : Epoch 1980 | loss: 0.0311076 | val_loss: 0.0311352 | Time: 12671.7 ms [2021-07-12 14:09:45 main:574] : INFO : Epoch 1981 | loss: 0.0311071 | val_loss: 0.0311393 | Time: 2462.7 ms [2021-07-12 14:09:47 main:574] : INFO : Epoch 1982 | loss: 0.031105 | val_loss: 0.031132 | Time: 2411.46 ms [2021-07-12 14:09:49 main:574] : INFO : Epoch 1983 | loss: 0.0311026 | val_loss: 0.031132 | Time: 2271.25 ms [2021-07-12 14:09:52 main:574] : INFO : Epoch 1984 | loss: 0.0311006 | val_loss: 0.0311316 | Time: 2440.95 ms [2021-07-12 14:09:54 main:574] : INFO : Epoch 1985 | loss: 0.0311005 | val_loss: 0.0311397 | Time: 2331.02 ms [2021-07-12 14:09:57 main:574] : INFO : Epoch 1986 | loss: 0.0311023 | val_loss: 0.0311295 | Time: 2493.51 ms [2021-07-12 14:09:59 main:574] : INFO : Epoch 1987 | loss: 0.0311017 | val_loss: 0.0311357 | Time: 2573.52 ms [2021-07-12 14:10:02 main:574] : INFO : Epoch 1988 | loss: 0.0311021 | val_loss: 0.0311287 | Time: 2311.43 ms [2021-07-12 14:10:04 main:574] : INFO : Epoch 1989 | loss: 0.0310953 | val_loss: 0.0311313 | Time: 2612.28 ms [2021-07-12 14:10:07 main:574] : INFO : Epoch 1990 | loss: 0.0310969 | val_loss: 0.0311319 | Time: 2575.28 ms [2021-07-12 14:10:09 main:574] : INFO : Epoch 1991 | loss: 0.0310985 | val_loss: 0.0311263 | Time: 2350.44 ms [2021-07-12 14:10:12 main:574] : INFO : Epoch 1992 | loss: 0.0310977 | val_loss: 0.0311328 | Time: 2617.48 ms [2021-07-12 14:10:14 main:574] : INFO : Epoch 1993 | loss: 0.0310981 | val_loss: 0.0311339 | Time: 2390.27 ms [2021-07-12 14:10:17 main:574] : INFO : Epoch 1994 | loss: 0.0310986 | val_loss: 0.0311308 | Time: 2618.85 ms [2021-07-12 14:10:19 main:574] : INFO : Epoch 1995 | loss: 0.0311019 | val_loss: 0.0311342 | Time: 2608.28 ms [2021-07-12 14:10:22 main:574] : INFO : Epoch 1996 | loss: 0.0310981 | val_loss: 0.0311304 | Time: 2315.16 ms [2021-07-12 14:10:24 main:574] : INFO : Epoch 1997 | loss: 0.0310981 | val_loss: 0.0311306 | Time: 2641.64 ms [2021-07-12 14:10:27 main:574] : INFO : Epoch 1998 | loss: 0.0310993 | val_loss: 0.0311295 | Time: 2528.23 ms [2021-07-12 14:10:29 main:574] : INFO : Epoch 1999 | loss: 0.0310957 | val_loss: 0.0311275 | Time: 2369.04 ms [2021-07-12 14:10:32 main:574] : INFO : Epoch 2000 | loss: 0.0310963 | val_loss: 0.0311262 | Time: 2647.07 ms [2021-07-12 14:10:34 main:574] : INFO : Epoch 2001 | loss: 0.0310956 | val_loss: 0.0311309 | Time: 2415.14 ms [2021-07-12 14:10:37 main:574] : INFO : Epoch 2002 | loss: 0.0310959 | val_loss: 0.0311275 | Time: 2546 ms [2021-07-12 14:10:40 main:574] : INFO : Epoch 2003 | loss: 0.0311 | val_loss: 0.0311302 | Time: 2700.95 ms [2021-07-12 14:10:42 main:574] : INFO : Epoch 2004 | loss: 0.0311003 | val_loss: 0.0311274 | Time: 2792.29 ms [2021-07-12 14:10:45 main:574] : INFO : Epoch 2005 | loss: 0.0311008 | val_loss: 0.0311262 | Time: 2608.57 ms [2021-07-12 14:10:48 main:574] : INFO : Epoch 2006 | loss: 0.0310997 | val_loss: 0.0311244 | Time: 2642.66 ms [2021-07-12 14:10:50 main:574] : INFO : Epoch 2007 | loss: 0.0310989 | val_loss: 0.0311283 | Time: 2295.95 ms [2021-07-12 14:10:53 main:574] : INFO : Epoch 2008 | loss: 0.031096 | val_loss: 0.0311303 | Time: 2763.33 ms [2021-07-12 14:10:55 main:574] : INFO : Epoch 2009 | loss: 0.0310931 | val_loss: 0.0311309 | Time: 2676.19 ms [2021-07-12 14:10:58 main:574] : INFO : Epoch 2010 | loss: 0.0310919 | val_loss: 0.0311271 | Time: 2351.3 ms [2021-07-12 14:11:00 main:574] : INFO : Epoch 2011 | loss: 0.0310905 | val_loss: 0.0311289 | Time: 2678.09 ms [2021-07-12 14:11:03 main:574] : INFO : Epoch 2012 | loss: 0.0310939 | val_loss: 0.0311229 | Time: 2541.66 ms [2021-07-12 14:11:05 main:574] : INFO : Epoch 2013 | loss: 0.0311051 | val_loss: 0.0311279 | Time: 2386.53 ms [2021-07-12 14:11:08 main:574] : INFO : Epoch 2014 | loss: 0.0311026 | val_loss: 0.0311304 | Time: 2700.56 ms [2021-07-12 14:11:11 main:574] : INFO : Epoch 2015 | loss: 0.0311108 | val_loss: 0.0311339 | Time: 2485.77 ms [2021-07-12 14:11:24 main:574] : INFO : Epoch 2016 | loss: 0.0311157 | val_loss: 0.0311304 | Time: 13339.9 ms [2021-07-12 14:11:27 main:574] : INFO : Epoch 2017 | loss: 0.0311129 | val_loss: 0.0311294 | Time: 2696.41 ms [2021-07-12 14:11:29 main:574] : INFO : Epoch 2018 | loss: 0.0311106 | val_loss: 0.0311326 | Time: 2589.92 ms [2021-07-12 14:11:32 main:574] : INFO : Epoch 2019 | loss: 0.0311093 | val_loss: 0.0311295 | Time: 2405.17 ms [2021-07-12 14:11:34 main:574] : INFO : Epoch 2020 | loss: 0.0311089 | val_loss: 0.0311256 | Time: 2626.16 ms [2021-07-12 14:11:37 main:574] : INFO : Epoch 2021 | loss: 0.0311085 | val_loss: 0.0311313 | Time: 2414.61 ms [2021-07-12 14:11:39 main:574] : INFO : Epoch 2022 | loss: 0.0311091 | val_loss: 0.0311334 | Time: 2618.71 ms [2021-07-12 14:11:42 main:574] : INFO : Epoch 2023 | loss: 0.0311155 | val_loss: 0.0311338 | Time: 2698.3 ms [2021-07-12 14:11:44 main:574] : INFO : Epoch 2024 | loss: 0.0311174 | val_loss: 0.0311345 | Time: 2287.64 ms [2021-07-12 14:11:47 main:574] : INFO : Epoch 2025 | loss: 0.0311164 | val_loss: 0.0311336 | Time: 2774.73 ms [2021-07-12 14:11:50 main:574] : INFO : Epoch 2026 | loss: 0.0311149 | val_loss: 0.031128 | Time: 3341.91 ms [2021-07-12 14:11:53 main:574] : INFO : Epoch 2027 | loss: 0.0311129 | val_loss: 0.0311292 | Time: 2621.34 ms [2021-07-12 14:11:55 main:574] : INFO : Epoch 2028 | loss: 0.0311093 | val_loss: 0.031129 | Time: 2392.56 ms [2021-07-12 14:11:58 main:574] : INFO : Epoch 2029 | loss: 0.0311092 | val_loss: 0.0311279 | Time: 2715.17 ms [2021-07-12 14:12:00 main:574] : INFO : Epoch 2030 | loss: 0.0311077 | val_loss: 0.0311245 | Time: 2291.64 ms [2021-07-12 14:12:03 main:574] : INFO : Epoch 2031 | loss: 0.0311074 | val_loss: 0.0311264 | Time: 2759.04 ms [2021-07-12 14:12:06 main:574] : INFO : Epoch 2032 | loss: 0.0311062 | val_loss: 0.0311273 | Time: 2690.37 ms [2021-07-12 14:12:08 main:574] : INFO : Epoch 2033 | loss: 0.0311094 | val_loss: 0.0311248 | Time: 2283.15 ms [2021-07-12 14:12:11 main:574] : INFO : Epoch 2034 | loss: 0.0311089 | val_loss: 0.0311235 | Time: 2791.06 ms [2021-07-12 14:12:14 main:574] : INFO : Epoch 2035 | loss: 0.031105 | val_loss: 0.0311266 | Time: 2674.01 ms [2021-07-12 14:12:16 main:574] : INFO : Epoch 2036 | loss: 0.031107 | val_loss: 0.0311268 | Time: 2323.76 ms [2021-07-12 14:12:19 main:574] : INFO : Epoch 2037 | loss: 0.0311074 | val_loss: 0.0311276 | Time: 2713.1 ms [2021-07-12 14:12:21 main:574] : INFO : Epoch 2038 | loss: 0.0311064 | val_loss: 0.0311285 | Time: 2738.35 ms [2021-07-12 14:12:25 main:574] : INFO : Epoch 2039 | loss: 0.031105 | val_loss: 0.0311255 | Time: 3469.17 ms [2021-07-12 14:12:28 main:574] : INFO : Epoch 2040 | loss: 0.0311023 | val_loss: 0.0311267 | Time: 2571.9 ms [2021-07-12 14:12:30 main:574] : INFO : Epoch 2041 | loss: 0.0311011 | val_loss: 0.0311264 | Time: 2629.59 ms [2021-07-12 14:12:32 main:574] : INFO : Epoch 2042 | loss: 0.031099 | val_loss: 0.0311255 | Time: 2295.2 ms [2021-07-12 14:12:35 main:574] : INFO : Epoch 2043 | loss: 0.0310975 | val_loss: 0.0311273 | Time: 2641.05 ms [2021-07-12 14:12:38 main:574] : INFO : Epoch 2044 | loss: 0.0310991 | val_loss: 0.0311239 | Time: 2725.02 ms [2021-07-12 14:12:40 main:574] : INFO : Epoch 2045 | loss: 0.0310986 | val_loss: 0.0311294 | Time: 2365.82 ms [2021-07-12 14:12:43 main:574] : INFO : Epoch 2046 | loss: 0.0310998 | val_loss: 0.0311289 | Time: 2843.87 ms [2021-07-12 14:12:47 main:574] : INFO : Epoch 2047 | loss: 0.0310994 | val_loss: 0.031132 | Time: 3553.91 ms [2021-07-12 14:12:49 main:574] : INFO : Epoch 2048 | loss: 0.0310972 | val_loss: 0.0311258 | Time: 2645.53 ms [2021-07-12 14:12:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311258 [2021-07-12 14:12:49 main:603] : INFO : Saving end state to config to file [2021-07-12 14:12:49 main:608] : INFO : Success, exiting.. 14:12:49 (25516): 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)