Task 5383392
| Name | ParityMachine-1622598620-19492-2_2 |
| Workunit | 3200164 |
| Created | 21 Jun 2021, 2:29:53 UTC |
| Sent | 21 Jun 2021, 2:53:55 UTC |
| Report deadline | 28 Jun 2021, 2:53:55 UTC |
| Received | 21 Jun 2021, 14:47:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5611 |
| Run time | 1 hours 17 min 40 sec |
| CPU time | 1 hours 12 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,190.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ms [2021-06-20 21:55:32 main:574] : INFO : Epoch 1628 | loss: 0.0310913 | val_loss: 0.0311492 | Time: 2095.08 ms [2021-06-20 21:55:34 main:574] : INFO : Epoch 1629 | loss: 0.031093 | val_loss: 0.0311399 | Time: 2159.38 ms [2021-06-20 21:55:37 main:574] : INFO : Epoch 1630 | loss: 0.0310921 | val_loss: 0.031146 | Time: 2296.38 ms [2021-06-20 21:55:39 main:574] : INFO : Epoch 1631 | loss: 0.0310916 | val_loss: 0.0311446 | Time: 2304.33 ms [2021-06-20 21:55:41 main:574] : INFO : Epoch 1632 | loss: 0.0310894 | val_loss: 0.0311436 | Time: 2238.63 ms [2021-06-20 21:55:43 main:574] : INFO : Epoch 1633 | loss: 0.0310947 | val_loss: 0.031138 | Time: 2123.03 ms [2021-06-20 21:55:46 main:574] : INFO : Epoch 1634 | loss: 0.0310945 | val_loss: 0.03114 | Time: 2288.64 ms [2021-06-20 21:55:48 main:574] : INFO : Epoch 1635 | loss: 0.031094 | val_loss: 0.0311409 | Time: 2215.22 ms [2021-06-20 21:55:50 main:574] : INFO : Epoch 1636 | loss: 0.0310946 | val_loss: 0.0311366 | Time: 2415.89 ms [2021-06-20 21:55:53 main:574] : INFO : Epoch 1637 | loss: 0.0310907 | val_loss: 0.0311407 | Time: 2197.47 ms [2021-06-20 21:55:55 main:574] : INFO : Epoch 1638 | loss: 0.0310999 | val_loss: 0.0311386 | Time: 2234.57 ms [2021-06-20 21:55:57 main:574] : INFO : Epoch 1639 | loss: 0.0310938 | val_loss: 0.0311529 | Time: 2196.13 ms [2021-06-20 21:55:59 main:574] : INFO : Epoch 1640 | loss: 0.0310938 | val_loss: 0.0311401 | Time: 2287.66 ms [2021-06-20 21:56:02 main:574] : INFO : Epoch 1641 | loss: 0.0310929 | val_loss: 0.0311399 | Time: 2290.55 ms [2021-06-20 21:56:04 main:574] : INFO : Epoch 1642 | loss: 0.0310977 | val_loss: 0.0311398 | Time: 2184.06 ms [2021-06-20 21:56:06 main:574] : INFO : Epoch 1643 | loss: 0.0310935 | val_loss: 0.0311411 | Time: 2365.25 ms [2021-06-20 21:56:09 main:574] : INFO : Epoch 1644 | loss: 0.0310903 | val_loss: 0.0311462 | Time: 2309.92 ms [2021-06-20 21:56:11 main:574] : INFO : Epoch 1645 | loss: 0.0310881 | val_loss: 0.0311406 | Time: 2239.63 ms [2021-06-20 21:56:13 main:574] : INFO : Epoch 1646 | loss: 0.0310861 | val_loss: 0.0311355 | Time: 2093.13 ms [2021-06-20 21:56:15 main:574] : INFO : Epoch 1647 | loss: 0.0310843 | val_loss: 0.0311457 | Time: 2280 ms [2021-06-20 21:56:18 main:574] : INFO : Epoch 1648 | loss: 0.0310856 | val_loss: 0.0311385 | Time: 2366.29 ms [2021-06-20 21:56:20 main:574] : INFO : Epoch 1649 | loss: 0.0310904 | val_loss: 0.0311472 | Time: 2240.78 ms [2021-06-20 21:56:22 main:574] : INFO : Epoch 1650 | loss: 0.0310902 | val_loss: 0.0311416 | Time: 2234.06 ms [2021-06-20 21:56:24 main:574] : INFO : Epoch 1651 | loss: 0.0310889 | val_loss: 0.031145 | Time: 2156.56 ms [2021-06-20 21:56:26 main:574] : INFO : Epoch 1652 | loss: 0.0310871 | val_loss: 0.0311348 | Time: 2173.91 ms [2021-06-20 21:56:29 main:574] : INFO : Epoch 1653 | loss: 0.0310935 | val_loss: 0.0311345 | Time: 2305.8 ms [2021-06-20 21:56:31 main:574] : INFO : Epoch 1654 | loss: 0.0310916 | val_loss: 0.031137 | Time: 2371.04 ms [2021-06-20 21:56:33 main:574] : INFO : Epoch 1655 | loss: 0.0310894 | val_loss: 0.0311518 | Time: 2046.37 ms [2021-06-20 21:56:36 main:574] : INFO : Epoch 1656 | loss: 0.0310904 | val_loss: 0.0311392 | Time: 2298.81 ms [2021-06-20 21:56:38 main:574] : INFO : Epoch 1657 | loss: 0.031086 | val_loss: 0.0311423 | Time: 2313.9 ms [2021-06-20 21:56:40 main:574] : INFO : Epoch 1658 | loss: 0.0310911 | val_loss: 0.0311399 | Time: 2240.82 ms [2021-06-20 21:56:42 main:574] : INFO : Epoch 1659 | loss: 0.0311073 | val_loss: 0.0311413 | Time: 2109.81 ms [2021-06-20 21:56:44 main:574] : INFO : Epoch 1660 | loss: 0.0311086 | val_loss: 0.0311399 | Time: 2128.24 ms [2021-06-20 21:56:47 main:574] : INFO : Epoch 1661 | loss: 0.0311057 | val_loss: 0.0311402 | Time: 2273.74 ms [2021-06-20 21:56:49 main:574] : INFO : Epoch 1662 | loss: 0.0311011 | val_loss: 0.0311363 | Time: 2242.55 ms [2021-06-20 21:56:51 main:574] : INFO : Epoch 1663 | loss: 0.0310978 | val_loss: 0.0311426 | Time: 2321.65 ms [2021-06-20 21:56:53 main:574] : INFO : Epoch 1664 | loss: 0.0311067 | val_loss: 0.0311414 | Time: 2102.17 ms [2021-06-20 21:56:56 main:574] : INFO : Epoch 1665 | loss: 0.0311023 | val_loss: 0.0311386 | Time: 2333.42 ms [2021-06-20 21:56:58 main:574] : INFO : Epoch 1666 | loss: 0.0311006 | val_loss: 0.0311377 | Time: 2315.69 ms [2021-06-20 21:57:01 main:574] : INFO : Epoch 1667 | loss: 0.0311006 | val_loss: 0.0311338 | Time: 2368.88 ms [2021-06-20 21:57:03 main:574] : INFO : Epoch 1668 | loss: 0.0310964 | val_loss: 0.0311365 | Time: 2265.62 ms [2021-06-20 21:57:05 main:574] : INFO : Epoch 1669 | loss: 0.0310927 | val_loss: 0.0311403 | Time: 2194.05 ms [2021-06-20 21:57:07 main:574] : INFO : Epoch 1670 | loss: 0.0310927 | val_loss: 0.0311383 | Time: 2248.29 ms [2021-06-20 21:57:10 main:574] : INFO : Epoch 1671 | loss: 0.0310949 | val_loss: 0.031136 | Time: 2357.93 ms [2021-06-20 21:57:12 main:574] : INFO : Epoch 1672 | loss: 0.0310928 | val_loss: 0.0311468 | Time: 2274.58 ms [2021-06-20 21:57:14 main:574] : INFO : Epoch 1673 | loss: 0.0310902 | val_loss: 0.0311409 | Time: 2092.64 ms [2021-06-20 21:57:16 main:574] : INFO : Epoch 1674 | loss: 0.0310915 | val_loss: 0.0311404 | Time: 2225.11 ms [2021-06-20 21:57:19 main:574] : INFO : Epoch 1675 | loss: 0.0310931 | val_loss: 0.031134 | Time: 2288.65 ms [2021-06-20 21:57:21 main:574] : INFO : Epoch 1676 | loss: 0.0310913 | val_loss: 0.0311408 | Time: 2175.83 ms [2021-06-20 21:57:23 main:574] : INFO : Epoch 1677 | loss: 0.0310906 | val_loss: 0.0311432 | Time: 2061.93 ms [2021-06-20 21:57:25 main:574] : INFO : Epoch 1678 | loss: 0.0310936 | val_loss: 0.0311515 | Time: 2306.33 ms [2021-06-20 21:57:27 main:574] : INFO : Epoch 1679 | loss: 0.0310936 | val_loss: 0.0311467 | Time: 2152.37 ms [2021-06-20 21:57:30 main:574] : INFO : Epoch 1680 | loss: 0.0310888 | val_loss: 0.0311444 | Time: 2322.62 ms [2021-06-20 21:57:32 main:574] : INFO : Epoch 1681 | loss: 0.031101 | val_loss: 0.0311405 | Time: 2374.69 ms [2021-06-20 21:57:34 main:574] : INFO : Epoch 1682 | loss: 0.0310986 | val_loss: 0.0311424 | Time: 2046.63 ms [2021-06-20 21:57:36 main:574] : INFO : Epoch 1683 | loss: 0.0310983 | val_loss: 0.031144 | Time: 2244.08 ms [2021-06-20 21:57:39 main:574] : INFO : Epoch 1684 | loss: 0.0310953 | val_loss: 0.0311445 | Time: 2251.1 ms [2021-06-20 21:57:41 main:574] : INFO : Epoch 1685 | loss: 0.0310931 | val_loss: 0.031136 | Time: 2251.37 ms [2021-06-20 21:57:43 main:574] : INFO : Epoch 1686 | loss: 0.0310943 | val_loss: 0.0311412 | Time: 2126.22 ms [2021-06-20 21:57:45 main:574] : INFO : Epoch 1687 | loss: 0.0310955 | val_loss: 0.031146 | Time: 2172.91 ms [2021-06-20 21:57:48 main:574] : INFO : Epoch 1688 | loss: 0.0310936 | val_loss: 0.0311395 | Time: 2316.71 ms [2021-06-20 21:57:50 main:574] : INFO : Epoch 1689 | loss: 0.0310895 | val_loss: 0.0311504 | Time: 2252.95 ms [2021-06-20 21:57:52 main:574] : INFO : Epoch 1690 | loss: 0.0310915 | val_loss: 0.0311414 | Time: 2283.81 ms [2021-06-20 21:57:54 main:574] : INFO : Epoch 1691 | loss: 0.031089 | val_loss: 0.0311408 | Time: 2035.93 ms [2021-06-20 21:57:57 main:574] : INFO : Epoch 1692 | loss: 0.0310954 | val_loss: 0.0311343 | Time: 2343.07 ms [2021-06-20 21:57:59 main:574] : INFO : Epoch 1693 | loss: 0.0311013 | val_loss: 0.0311388 | Time: 2281.79 ms [2021-06-20 21:58:01 main:574] : INFO : Epoch 1694 | loss: 0.031102 | val_loss: 0.0311495 | Time: 2149.28 ms [2021-06-20 21:58:03 main:574] : INFO : Epoch 1695 | loss: 0.0310961 | val_loss: 0.0311516 | Time: 2110.78 ms [2021-06-20 21:58:06 main:574] : INFO : Epoch 1696 | loss: 0.0310976 | val_loss: 0.0311416 | Time: 2405.84 ms [2021-06-20 21:58:08 main:574] : INFO : Epoch 1697 | loss: 0.0310946 | val_loss: 0.0311421 | Time: 2168.57 ms [2021-06-20 21:58:10 main:574] : INFO : Epoch 1698 | loss: 0.0310939 | val_loss: 0.0311442 | Time: 2215.12 ms [2021-06-20 21:58:12 main:574] : INFO : Epoch 1699 | loss: 0.0310946 | val_loss: 0.0311365 | Time: 2315.2 ms [2021-06-20 21:58:15 main:574] : INFO : Epoch 1700 | loss: 0.031096 | val_loss: 0.0311404 | Time: 2135.55 ms [2021-06-20 21:58:17 main:574] : INFO : Epoch 1701 | loss: 0.0310977 | val_loss: 0.0311449 | Time: 2337.15 ms [2021-06-20 21:58:19 main:574] : INFO : Epoch 1702 | loss: 0.0310953 | val_loss: 0.0311364 | Time: 2232.3 ms [2021-06-20 21:58:21 main:574] : INFO : Epoch 1703 | loss: 0.0311008 | val_loss: 0.0311326 | Time: 2236.8 ms [2021-06-20 21:58:24 main:574] : INFO : Epoch 1704 | loss: 0.0310964 | val_loss: 0.0311341 | Time: 2074.72 ms [2021-06-20 21:58:26 main:574] : INFO : Epoch 1705 | loss: 0.0310938 | val_loss: 0.031141 | Time: 2179.65 ms [2021-06-20 21:58:28 main:574] : INFO : Epoch 1706 | loss: 0.031093 | val_loss: 0.0311364 | Time: 2287.74 ms [2021-06-20 21:58:30 main:574] : INFO : Epoch 1707 | loss: 0.0310899 | val_loss: 0.0311376 | Time: 2276.19 ms [2021-06-20 21:58:33 main:574] : INFO : Epoch 1708 | loss: 0.031088 | val_loss: 0.0311381 | Time: 2169.18 ms [2021-06-20 21:58:35 main:574] : INFO : Epoch 1709 | loss: 0.0310881 | val_loss: 0.0311336 | Time: 2177.31 ms [2021-06-20 21:58:37 main:574] : INFO : Epoch 1710 | loss: 0.031088 | val_loss: 0.0311377 | Time: 2169.5 ms [2021-06-20 21:58:39 main:574] : INFO : Epoch 1711 | loss: 0.031091 | val_loss: 0.0311393 | Time: 2475.03 ms [2021-06-20 21:58:42 main:574] : INFO : Epoch 1712 | loss: 0.0310956 | val_loss: 0.0311282 | Time: 2209.8 ms [2021-06-20 21:58:44 main:574] : INFO : Epoch 1713 | loss: 0.0310923 | val_loss: 0.0311329 | Time: 2090.12 ms [2021-06-20 21:58:46 main:574] : INFO : Epoch 1714 | loss: 0.0310903 | val_loss: 0.0311384 | Time: 2279.2 ms [2021-06-20 21:58:48 main:574] : INFO : Epoch 1715 | loss: 0.0310933 | val_loss: 0.0311396 | Time: 2231.33 ms [2021-06-20 21:58:51 main:574] : INFO : Epoch 1716 | loss: 0.0310897 | val_loss: 0.031133 | Time: 2265.52 ms [2021-06-20 21:58:53 main:574] : INFO : Epoch 1717 | loss: 0.0310893 | val_loss: 0.0311326 | Time: 2173.04 ms [2021-06-20 21:58:55 main:574] : INFO : Epoch 1718 | loss: 0.0310936 | val_loss: 0.0311358 | Time: 2231.02 ms [2021-06-20 21:58:57 main:574] : INFO : Epoch 1719 | loss: 0.0310932 | val_loss: 0.0311371 | Time: 2202.11 ms [2021-06-20 21:59:00 main:574] : INFO : Epoch 1720 | loss: 0.0310892 | val_loss: 0.0311372 | Time: 2418.87 ms [2021-06-20 21:59:02 main:574] : INFO : Epoch 1721 | loss: 0.0310898 | val_loss: 0.0311315 | Time: 2133.59 ms [2021-06-20 21:59:04 main:574] : INFO : Epoch 1722 | loss: 0.0310913 | val_loss: 0.0311395 | Time: 2090.06 ms [2021-06-20 21:59:06 main:574] : INFO : Epoch 1723 | loss: 0.0310875 | val_loss: 0.0311297 | Time: 2227.06 ms [2021-06-20 21:59:09 main:574] : INFO : Epoch 1724 | loss: 0.0310862 | val_loss: 0.0311316 | Time: 2425.53 ms [2021-06-20 21:59:11 main:574] : INFO : Epoch 1725 | loss: 0.0310855 | val_loss: 0.0311313 | Time: 2223.98 ms [2021-06-20 21:59:13 main:574] : INFO : Epoch 1726 | loss: 0.0310873 | val_loss: 0.0311321 | Time: 2063.2 ms [2021-06-20 21:59:15 main:574] : INFO : Epoch 1727 | loss: 0.0310926 | val_loss: 0.0311279 | Time: 2182.52 ms [2021-06-20 21:59:18 main:574] : INFO : Epoch 1728 | loss: 0.0310894 | val_loss: 0.0311311 | Time: 2494.82 ms [2021-06-20 21:59:20 main:574] : INFO : Epoch 1729 | loss: 0.0310947 | val_loss: 0.0311297 | Time: 2304.53 ms [2021-06-20 21:59:22 main:574] : INFO : Epoch 1730 | loss: 0.0310979 | val_loss: 0.0311331 | Time: 2196.49 ms [2021-06-20 21:59:24 main:574] : INFO : Epoch 1731 | loss: 0.0311045 | val_loss: 0.0311332 | Time: 2078.17 ms [2021-06-20 21:59:26 main:574] : INFO : Epoch 1732 | loss: 0.0311034 | val_loss: 0.0311295 | Time: 2220.86 ms [2021-06-20 21:59:29 main:574] : INFO : Epoch 1733 | loss: 0.0311052 | val_loss: 0.0311292 | Time: 2201.19 ms [2021-06-20 21:59:31 main:574] : INFO : Epoch 1734 | loss: 0.0311016 | val_loss: 0.0311278 | Time: 2197.1 ms [2021-06-20 21:59:33 main:574] : INFO : Epoch 1735 | loss: 0.0310975 | val_loss: 0.0311302 | Time: 2109.38 ms [2021-06-20 21:59:35 main:574] : INFO : Epoch 1736 | loss: 0.0310951 | val_loss: 0.0311364 | Time: 2414.28 ms [2021-06-20 21:59:38 main:574] : INFO : Epoch 1737 | loss: 0.0310944 | val_loss: 0.031135 | Time: 2281.76 ms [2021-06-20 21:59:40 main:574] : INFO : Epoch 1738 | loss: 0.0310909 | val_loss: 0.0311304 | Time: 2235.39 ms [2021-06-20 21:59:42 main:574] : INFO : Epoch 1739 | loss: 0.0310913 | val_loss: 0.0311287 | Time: 2202.38 ms [2021-06-20 21:59:44 main:574] : INFO : Epoch 1740 | loss: 0.0310916 | val_loss: 0.0311357 | Time: 2086.71 ms [2021-06-20 21:59:47 main:574] : INFO : Epoch 1741 | loss: 0.0310908 | val_loss: 0.03113 | Time: 2280.39 ms [2021-06-20 21:59:49 main:574] : INFO : Epoch 1742 | loss: 0.03109 | val_loss: 0.0311302 | Time: 2355.48 ms [2021-06-20 21:59:51 main:574] : INFO : Epoch 1743 | loss: 0.0310904 | val_loss: 0.0311329 | Time: 2265.12 ms [2021-06-20 21:59:53 main:574] : INFO : Epoch 1744 | loss: 0.0310891 | val_loss: 0.0311312 | Time: 2056.63 ms [2021-06-20 21:59:56 main:574] : INFO : Epoch 1745 | loss: 0.0310883 | val_loss: 0.0311306 | Time: 2351.34 ms [2021-06-20 21:59:58 main:574] : INFO : Epoch 1746 | loss: 0.0310895 | val_loss: 0.0311334 | Time: 2293.35 ms [2021-06-20 22:00:00 main:574] : INFO : Epoch 1747 | loss: 0.031089 | val_loss: 0.0311306 | Time: 2421.08 ms [2021-06-20 22:00:03 main:574] : INFO : Epoch 1748 | loss: 0.0310909 | val_loss: 0.031132 | Time: 2170.42 ms [2021-06-20 22:00:05 main:574] : INFO : Epoch 1749 | loss: 0.0310962 | val_loss: 0.0311363 | Time: 2108.71 ms [2021-06-20 22:00:07 main:574] : INFO : Epoch 1750 | loss: 0.0310932 | val_loss: 0.0311299 | Time: 2312.44 ms [2021-06-20 22:00:09 main:574] : INFO : Epoch 1751 | loss: 0.0311031 | val_loss: 0.0311366 | Time: 2284.21 ms [2021-06-20 22:00:12 main:574] : INFO : Epoch 1752 | loss: 0.0311048 | val_loss: 0.0311449 | Time: 2274.35 ms [2021-06-20 22:00:14 main:574] : INFO : Epoch 1753 | loss: 0.0310979 | val_loss: 0.0311407 | Time: 2001.73 ms [2021-06-20 22:00:16 main:574] : INFO : Epoch 1754 | loss: 0.0310996 | val_loss: 0.0311372 | Time: 2186.96 ms [2021-06-20 22:00:18 main:574] : INFO : Epoch 1755 | loss: 0.0311024 | val_loss: 0.0311346 | Time: 2200.39 ms [2021-06-20 22:00:20 main:574] : INFO : Epoch 1756 | loss: 0.0310983 | val_loss: 0.0311296 | Time: 2218.84 ms [2021-06-20 22:00:23 main:574] : INFO : Epoch 1757 | loss: 0.0310967 | val_loss: 0.0311328 | Time: 2223.06 ms [2021-06-20 22:00:25 main:574] : INFO : Epoch 1758 | loss: 0.0310933 | val_loss: 0.0311314 | Time: 2177.78 ms [2021-06-20 22:00:27 main:574] : INFO : Epoch 1759 | loss: 0.0310916 | val_loss: 0.0311319 | Time: 2219.71 ms [2021-06-20 22:00:29 main:574] : INFO : Epoch 1760 | loss: 0.0310925 | val_loss: 0.0311385 | Time: 2337.7 ms [2021-06-20 22:00:32 main:574] : INFO : Epoch 1761 | loss: 0.0310899 | val_loss: 0.0311319 | Time: 2295.64 ms [2021-06-20 22:00:34 main:574] : INFO : Epoch 1762 | loss: 0.0310892 | val_loss: 0.0311331 | Time: 2038.03 ms [2021-06-20 22:00:36 main:574] : INFO : Epoch 1763 | loss: 0.0310881 | val_loss: 0.0311352 | Time: 2452.58 ms [2021-06-20 22:00:39 main:574] : INFO : Epoch 1764 | loss: 0.0310872 | val_loss: 0.0311344 | Time: 2219.49 ms [2021-06-20 22:00:41 main:574] : INFO : Epoch 1765 | loss: 0.0310942 | val_loss: 0.0311368 | Time: 2333.68 ms [2021-06-20 22:00:43 main:574] : INFO : Epoch 1766 | loss: 0.0311174 | val_loss: 0.0311369 | Time: 2105.76 ms [2021-06-20 22:00:45 main:574] : INFO : Epoch 1767 | loss: 0.0311162 | val_loss: 0.031135 | Time: 2081.86 ms [2021-06-20 22:00:47 main:574] : INFO : Epoch 1768 | loss: 0.0311103 | val_loss: 0.0311293 | Time: 2338.3 ms [2021-06-20 22:00:50 main:574] : INFO : Epoch 1769 | loss: 0.031109 | val_loss: 0.031132 | Time: 2336.03 ms [2021-06-20 22:00:52 main:574] : INFO : Epoch 1770 | loss: 0.0311042 | val_loss: 0.0311246 | Time: 2335.57 ms [2021-06-20 22:00:54 main:574] : INFO : Epoch 1771 | loss: 0.0311026 | val_loss: 0.0311308 | Time: 2067.08 ms [2021-06-20 22:00:57 main:574] : INFO : Epoch 1772 | loss: 0.0311011 | val_loss: 0.0311396 | Time: 2248.24 ms [2021-06-20 22:00:59 main:574] : INFO : Epoch 1773 | loss: 0.0311094 | val_loss: 0.0311293 | Time: 2412.02 ms [2021-06-20 22:01:01 main:574] : INFO : Epoch 1774 | loss: 0.0311042 | val_loss: 0.0311316 | Time: 2192.15 ms [2021-06-20 22:01:03 main:574] : INFO : Epoch 1775 | loss: 0.0311028 | val_loss: 0.0311239 | Time: 2188.34 ms [2021-06-20 22:01:06 main:574] : INFO : Epoch 1776 | loss: 0.0311041 | val_loss: 0.0311326 | Time: 2244.94 ms [2021-06-20 22:01:08 main:574] : INFO : Epoch 1777 | loss: 0.0311037 | val_loss: 0.0311346 | Time: 2438.79 ms [2021-06-20 22:01:10 main:574] : INFO : Epoch 1778 | loss: 0.0311022 | val_loss: 0.0311242 | Time: 2235.52 ms [2021-06-20 22:01:13 main:574] : INFO : Epoch 1779 | loss: 0.0310973 | val_loss: 0.0311302 | Time: 2275.87 ms [2021-06-20 22:01:15 main:574] : INFO : Epoch 1780 | loss: 0.0310977 | val_loss: 0.0311346 | Time: 2100 ms [2021-06-20 22:01:17 main:574] : INFO : Epoch 1781 | loss: 0.0310989 | val_loss: 0.0311303 | Time: 2202.5 ms [2021-06-20 22:01:19 main:574] : INFO : Epoch 1782 | loss: 0.0310984 | val_loss: 0.031136 | Time: 2259.09 ms [2021-06-20 22:01:22 main:574] : INFO : Epoch 1783 | loss: 0.0310962 | val_loss: 0.0311347 | Time: 2297.8 ms [2021-06-20 22:01:24 main:574] : INFO : Epoch 1784 | loss: 0.0310978 | val_loss: 0.0311347 | Time: 2102.94 ms [2021-06-20 22:01:26 main:574] : INFO : Epoch 1785 | loss: 0.0311107 | val_loss: 0.0311288 | Time: 2479.93 ms [2021-06-20 22:01:29 main:574] : INFO : Epoch 1786 | loss: 0.0311082 | val_loss: 0.03113 | Time: 2335.76 ms [2021-06-20 22:01:31 main:574] : INFO : Epoch 1787 | loss: 0.0311058 | val_loss: 0.0311298 | Time: 2188.87 ms [2021-06-20 22:01:33 main:574] : INFO : Epoch 1788 | loss: 0.0311035 | val_loss: 0.0311304 | Time: 2223.04 ms [2021-06-20 22:01:35 main:574] : INFO : Epoch 1789 | loss: 0.0311043 | val_loss: 0.0311305 | Time: 2045.72 ms [2021-06-20 22:01:37 main:574] : INFO : Epoch 1790 | loss: 0.0311143 | val_loss: 0.0311338 | Time: 2292.24 ms [2021-06-20 22:01:40 main:574] : INFO : Epoch 1791 | loss: 0.0311102 | val_loss: 0.0311303 | Time: 2194.96 ms [2021-06-20 22:01:42 main:574] : INFO : Epoch 1792 | loss: 0.0311118 | val_loss: 0.0311333 | Time: 2256.59 ms [2021-06-20 22:01:44 main:574] : INFO : Epoch 1793 | loss: 0.0311125 | val_loss: 0.0311334 | Time: 2181.21 ms [2021-06-20 22:01:46 main:574] : INFO : Epoch 1794 | loss: 0.0311076 | val_loss: 0.0311312 | Time: 2355.29 ms [2021-06-20 22:01:49 main:574] : INFO : Epoch 1795 | loss: 0.0311052 | val_loss: 0.0311343 | Time: 2481.92 ms [2021-06-20 22:01:51 main:574] : INFO : Epoch 1796 | loss: 0.0311048 | val_loss: 0.0311341 | Time: 2221.96 ms [2021-06-20 22:01:53 main:574] : INFO : Epoch 1797 | loss: 0.031105 | val_loss: 0.031133 | Time: 2112.34 ms [2021-06-20 22:01:56 main:574] : INFO : Epoch 1798 | loss: 0.0311048 | val_loss: 0.0311373 | Time: 2275.83 ms [2021-06-20 22:01:58 main:574] : INFO : Epoch 1799 | loss: 0.0311038 | val_loss: 0.0311429 | Time: 2316.37 ms [2021-06-20 22:02:00 main:574] : INFO : Epoch 1800 | loss: 0.0311038 | val_loss: 0.0311411 | Time: 2218.8 ms [2021-06-20 22:02:02 main:574] : INFO : Epoch 1801 | loss: 0.0311032 | val_loss: 0.0311406 | Time: 2278.61 ms [2021-06-20 22:02:05 main:574] : INFO : Epoch 1802 | loss: 0.0311308 | val_loss: 0.0311498 | Time: 2089.25 ms [2021-06-20 22:02:07 main:574] : INFO : Epoch 1803 | loss: 0.0311467 | val_loss: 0.031149 | Time: 2483.55 ms [2021-06-20 22:02:09 main:574] : INFO : Epoch 1804 | loss: 0.0311435 | val_loss: 0.0311463 | Time: 2281.82 ms [2021-06-20 22:02:12 main:574] : INFO : Epoch 1805 | loss: 0.0311384 | val_loss: 0.031143 | Time: 2323.45 ms [2021-06-20 22:02:14 main:574] : INFO : Epoch 1806 | loss: 0.0311329 | val_loss: 0.0311419 | Time: 2165.36 ms [2021-06-20 22:02:16 main:574] : INFO : Epoch 1807 | loss: 0.0311294 | val_loss: 0.0311422 | Time: 2265.55 ms [2021-06-20 22:02:18 main:574] : INFO : Epoch 1808 | loss: 0.0311279 | val_loss: 0.0311432 | Time: 2342.94 ms [2021-06-20 22:02:21 main:574] : INFO : Epoch 1809 | loss: 0.0311265 | val_loss: 0.0311514 | Time: 2367.54 ms [2021-06-20 22:02:23 main:574] : INFO : Epoch 1810 | loss: 0.031132 | val_loss: 0.0311506 | Time: 2094.14 ms [2021-06-20 22:02:25 main:574] : INFO : Epoch 1811 | loss: 0.0311307 | val_loss: 0.031144 | Time: 2034.29 ms [2021-06-20 22:02:27 main:574] : INFO : Epoch 1812 | loss: 0.0311269 | val_loss: 0.0311451 | Time: 2247.2 ms [2021-06-20 22:02:30 main:574] : INFO : Epoch 1813 | loss: 0.0311257 | val_loss: 0.0311457 | Time: 2200.3 ms [2021-06-20 22:02:32 main:574] : INFO : Epoch 1814 | loss: 0.0311244 | val_loss: 0.0311413 | Time: 2269.24 ms [2021-06-20 22:02:34 main:574] : INFO : Epoch 1815 | loss: 0.0311223 | val_loss: 0.031141 | Time: 2116.4 ms [2021-06-20 22:02:36 main:574] : INFO : Epoch 1816 | loss: 0.0311186 | val_loss: 0.0311408 | Time: 2339.76 ms [2021-06-20 22:02:39 main:574] : INFO : Epoch 1817 | loss: 0.0311176 | val_loss: 0.0311402 | Time: 2315.21 ms [2021-06-20 22:02:41 main:574] : INFO : Epoch 1818 | loss: 0.0311173 | val_loss: 0.0311419 | Time: 2340.01 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070 Ti) [2021-06-20 22:07:00 main:435] : INFO : Set logging level to 1 [2021-06-20 22:07:00 main:441] : INFO : Running in BOINC Client mode [2021-06-20 22:07:00 main:444] : INFO : Resolving all filenames [2021-06-20 22:07:00 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-20 22:07:00 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598620-19492-2_2_r172100745_1 (exists = 1) [2021-06-20 22:07:00 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598620-19492-2_2_r172100745_0 (exists = 0) [2021-06-20 22:07:00 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598620-19492-2 (exists = 1) [2021-06-20 22:07:00 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-20 22:07:00 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-20 22:07:01 main:474] : INFO : Configuration: [2021-06-20 22:07:01 main:475] : INFO : Model type: GRU [2021-06-20 22:07:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-20 22:07:01 main:477] : INFO : Max Epochs: 2048 [2021-06-20 22:07:01 main:478] : INFO : Batch Size: 128 [2021-06-20 22:07:01 main:479] : INFO : Learning Rate: 0.01 [2021-06-20 22:07:01 main:480] : INFO : Patience: 10 [2021-06-20 22:07:01 main:481] : INFO : Hidden Width: 12 [2021-06-20 22:07:01 main:482] : INFO : # Recurrent Layers: 4 [2021-06-20 22:07:01 main:483] : INFO : # Backend Layers: 4 [2021-06-20 22:07:01 main:484] : INFO : # Threads: 1 [2021-06-20 22:07:01 main:486] : INFO : Preparing Dataset [2021-06-20 22:07:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-20 22:07:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-20 22:07:05 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-20 22:07:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-20 22:07:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-20 22:07:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-20 22:07:05 main:494] : INFO : Creating Model [2021-06-20 22:07:05 main:507] : INFO : Preparing config file [2021-06-20 22:07:05 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-20 22:07:05 main:512] : INFO : Loading config [2021-06-20 22:07:05 main:514] : INFO : Loading state [2021-06-20 22:07:07 main:559] : INFO : Loading DataLoader into Memory [2021-06-20 22:07:07 main:562] : INFO : Starting Training [2021-06-20 22:07:10 main:574] : INFO : Epoch 1813 | loss: 0.031212 | val_loss: 0.0311585 | Time: 2571.47 ms [2021-06-20 22:07:22 main:574] : INFO : Epoch 1814 | loss: 0.0311372 | val_loss: 0.031146 | Time: 12163.9 ms [2021-06-20 22:07:24 main:574] : INFO : Epoch 1815 | loss: 0.0311262 | val_loss: 0.0311434 | Time: 2221.7 ms [2021-06-20 22:07:26 main:574] : INFO : Epoch 1816 | loss: 0.0311197 | val_loss: 0.0311408 | Time: 2171.47 ms [2021-06-20 22:07:28 main:574] : INFO : Epoch 1817 | loss: 0.0311172 | val_loss: 0.0311362 | Time: 2171.75 ms [2021-06-20 22:07:31 main:574] : INFO : Epoch 1818 | loss: 0.0311173 | val_loss: 0.0311314 | Time: 2141.11 ms [2021-06-20 22:07:33 main:574] : INFO : Epoch 1819 | loss: 0.0311152 | val_loss: 0.0311329 | Time: 2251.08 ms [2021-06-20 22:07:35 main:574] : INFO : Epoch 1820 | loss: 0.0311164 | val_loss: 0.0311357 | Time: 2228.57 ms [2021-06-20 22:07:37 main:574] : INFO : Epoch 1821 | loss: 0.0311173 | val_loss: 0.0311329 | Time: 2301.5 ms [2021-06-20 22:07:40 main:574] : INFO : Epoch 1822 | loss: 0.0311176 | val_loss: 0.0311379 | Time: 2253.77 ms [2021-06-20 22:07:42 main:574] : INFO : Epoch 1823 | loss: 0.0311194 | val_loss: 0.0311379 | Time: 2161.1 ms [2021-06-20 22:07:44 main:574] : INFO : Epoch 1824 | loss: 0.0311166 | val_loss: 0.0311387 | Time: 2255.31 ms [2021-06-20 22:07:46 main:574] : INFO : Epoch 1825 | loss: 0.0311146 | val_loss: 0.0311368 | Time: 2363.75 ms [2021-06-20 22:07:49 main:574] : INFO : Epoch 1826 | loss: 0.0311166 | val_loss: 0.0311365 | Time: 2447.81 ms [2021-06-20 22:07:51 main:574] : INFO : Epoch 1827 | loss: 0.0311166 | val_loss: 0.0311324 | Time: 2002.95 ms [2021-06-20 22:07:53 main:574] : INFO : Epoch 1828 | loss: 0.0311138 | val_loss: 0.0311356 | Time: 2550.22 ms [2021-06-20 22:07:56 main:574] : INFO : Epoch 1829 | loss: 0.0311125 | val_loss: 0.0311362 | Time: 2339.33 ms [2021-06-20 22:07:58 main:574] : INFO : Epoch 1830 | loss: 0.0311141 | val_loss: 0.0311375 | Time: 2216.23 ms [2021-06-20 22:08:00 main:574] : INFO : Epoch 1831 | loss: 0.0311114 | val_loss: 0.0311359 | Time: 2347.02 ms [2021-06-20 22:08:03 main:574] : INFO : Epoch 1832 | loss: 0.0311099 | val_loss: 0.0311397 | Time: 2376.91 ms [2021-06-20 22:08:05 main:574] : INFO : Epoch 1833 | loss: 0.03111 | val_loss: 0.0311409 | Time: 2224.56 ms [2021-06-20 22:08:07 main:574] : INFO : Epoch 1834 | loss: 0.0311102 | val_loss: 0.0311469 | Time: 2335.56 ms [2021-06-20 22:08:10 main:574] : INFO : Epoch 1835 | loss: 0.0311101 | val_loss: 0.0311366 | Time: 2442.58 ms [2021-06-20 22:08:12 main:574] : INFO : Epoch 1836 | loss: 0.0311122 | val_loss: 0.031151 | Time: 2230.08 ms [2021-06-20 22:08:14 main:574] : INFO : Epoch 1837 | loss: 0.0311088 | val_loss: 0.0311376 | Time: 2328.42 ms [2021-06-20 22:08:17 main:574] : INFO : Epoch 1838 | loss: 0.031114 | val_loss: 0.0311405 | Time: 2273.99 ms [2021-06-20 22:08:19 main:574] : INFO : Epoch 1839 | loss: 0.0311134 | val_loss: 0.0311374 | Time: 2262.72 ms [2021-06-20 22:08:21 main:574] : INFO : Epoch 1840 | loss: 0.0311153 | val_loss: 0.031131 | Time: 2072.79 ms [2021-06-20 22:08:23 main:574] : INFO : Epoch 1841 | loss: 0.0311164 | val_loss: 0.0311375 | Time: 2165.89 ms [2021-06-20 22:08:26 main:574] : INFO : Epoch 1842 | loss: 0.031116 | val_loss: 0.0311371 | Time: 2170.53 ms [2021-06-20 22:08:28 main:574] : INFO : Epoch 1843 | loss: 0.0311103 | val_loss: 0.0311391 | Time: 2172.11 ms [2021-06-20 22:08:30 main:574] : INFO : Epoch 1844 | loss: 0.0311106 | val_loss: 0.0311371 | Time: 2257.31 ms [2021-06-20 22:08:32 main:574] : INFO : Epoch 1845 | loss: 0.0311085 | val_loss: 0.0311325 | Time: 2134.82 ms [2021-06-20 22:08:34 main:574] : INFO : Epoch 1846 | loss: 0.0311085 | val_loss: 0.0311323 | Time: 2138.87 ms [2021-06-20 22:08:37 main:574] : INFO : Epoch 1847 | loss: 0.0311051 | val_loss: 0.0311349 | Time: 2198.93 ms [2021-06-20 22:08:39 main:574] : INFO : Epoch 1848 | loss: 0.0311059 | val_loss: 0.0311313 | Time: 2176.74 ms [2021-06-20 22:08:41 main:574] : INFO : Epoch 1849 | loss: 0.0311079 | val_loss: 0.0311344 | Time: 2131.12 ms [2021-06-20 22:08:43 main:574] : INFO : Epoch 1850 | loss: 0.031107 | val_loss: 0.0311319 | Time: 2338.73 ms [2021-06-20 22:08:46 main:574] : INFO : Epoch 1851 | loss: 0.0311076 | val_loss: 0.0311395 | Time: 2341.51 ms [2021-06-20 22:08:48 main:574] : INFO : Epoch 1852 | loss: 0.0311097 | val_loss: 0.0311443 | Time: 2216.81 ms [2021-06-20 22:08:50 main:574] : INFO : Epoch 1853 | loss: 0.0311101 | val_loss: 0.0311341 | Time: 2304.72 ms [2021-06-20 22:08:52 main:574] : INFO : Epoch 1854 | loss: 0.0311076 | val_loss: 0.031134 | Time: 2357.98 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070 Ti) [2021-06-21 08:37:36 main:435] : INFO : Set logging level to 1 [2021-06-21 08:37:36 main:441] : INFO : Running in BOINC Client mode [2021-06-21 08:37:36 main:444] : INFO : Resolving all filenames [2021-06-21 08:37:36 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-21 08:37:36 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598620-19492-2_2_r172100745_1 (exists = 1) [2021-06-21 08:37:36 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598620-19492-2_2_r172100745_0 (exists = 0) [2021-06-21 08:37:36 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622598620-19492-2 (exists = 1) [2021-06-21 08:37:36 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-21 08:37:36 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-21 08:37:36 main:474] : INFO : Configuration: [2021-06-21 08:37:36 main:475] : INFO : Model type: GRU [2021-06-21 08:37:36 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-21 08:37:36 main:477] : INFO : Max Epochs: 2048 [2021-06-21 08:37:36 main:478] : INFO : Batch Size: 128 [2021-06-21 08:37:36 main:479] : INFO : Learning Rate: 0.01 [2021-06-21 08:37:36 main:480] : INFO : Patience: 10 [2021-06-21 08:37:36 main:481] : INFO : Hidden Width: 12 [2021-06-21 08:37:36 main:482] : INFO : # Recurrent Layers: 4 [2021-06-21 08:37:36 main:483] : INFO : # Backend Layers: 4 [2021-06-21 08:37:36 main:484] : INFO : # Threads: 1 [2021-06-21 08:37:36 main:486] : INFO : Preparing Dataset [2021-06-21 08:37:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-21 08:37:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-21 08:37:42 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-21 08:37:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-21 08:37:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-21 08:37:42 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-21 08:37:42 main:494] : INFO : Creating Model [2021-06-21 08:37:42 main:507] : INFO : Preparing config file [2021-06-21 08:37:42 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-21 08:37:42 main:512] : INFO : Loading config [2021-06-21 08:37:42 main:514] : INFO : Loading state [2021-06-21 08:37:44 main:559] : INFO : Loading DataLoader into Memory [2021-06-21 08:37:44 main:562] : INFO : Starting Training [2021-06-21 08:38:08 main:574] : INFO : Epoch 1835 | loss: 0.0311855 | val_loss: 0.0311554 | Time: 23321.4 ms [2021-06-21 08:38:10 main:574] : INFO : Epoch 1836 | loss: 0.0311182 | val_loss: 0.0311373 | Time: 2289.85 ms [2021-06-21 08:38:12 main:574] : INFO : Epoch 1837 | loss: 0.0311079 | val_loss: 0.0311338 | Time: 2355.85 ms [2021-06-21 08:38:15 main:574] : INFO : Epoch 1838 | loss: 0.0311061 | val_loss: 0.0311369 | Time: 2203.72 ms [2021-06-21 08:38:17 main:574] : INFO : Epoch 1839 | loss: 0.0311119 | val_loss: 0.0311364 | Time: 2330.29 ms [2021-06-21 08:38:19 main:574] : INFO : Epoch 1840 | loss: 0.0311073 | val_loss: 0.0311336 | Time: 2472.4 ms [2021-06-21 08:38:22 main:574] : INFO : Epoch 1841 | loss: 0.0311043 | val_loss: 0.031145 | Time: 2278.82 ms [2021-06-21 08:38:24 main:574] : INFO : Epoch 1842 | loss: 0.0311028 | val_loss: 0.0311374 | Time: 2468.82 ms [2021-06-21 08:38:26 main:574] : INFO : Epoch 1843 | loss: 0.0311065 | val_loss: 0.031134 | Time: 2163.75 ms [2021-06-21 08:38:29 main:574] : INFO : Epoch 1844 | loss: 0.0311067 | val_loss: 0.0311383 | Time: 2255.23 ms [2021-06-21 08:38:31 main:574] : INFO : Epoch 1845 | loss: 0.0311032 | val_loss: 0.0311388 | Time: 2216.83 ms [2021-06-21 08:38:33 main:574] : INFO : Epoch 1846 | loss: 0.0311073 | val_loss: 0.0311365 | Time: 2271.68 ms [2021-06-21 08:38:35 main:574] : INFO : Epoch 1847 | loss: 0.0311139 | val_loss: 0.0311491 | Time: 2183.94 ms [2021-06-21 08:38:38 main:574] : INFO : Epoch 1848 | loss: 0.03111 | val_loss: 0.0311361 | Time: 2297.37 ms [2021-06-21 08:38:40 main:574] : INFO : Epoch 1849 | loss: 0.031106 | val_loss: 0.0311347 | Time: 2507.14 ms [2021-06-21 08:38:42 main:574] : INFO : Epoch 1850 | loss: 0.0311041 | val_loss: 0.0311366 | Time: 2316.54 ms [2021-06-21 08:38:45 main:574] : INFO : Epoch 1851 | loss: 0.0311101 | val_loss: 0.0311369 | Time: 2146.97 ms [2021-06-21 08:38:47 main:574] : INFO : Epoch 1852 | loss: 0.0311098 | val_loss: 0.0311364 | Time: 2478 ms [2021-06-21 08:38:49 main:574] : INFO : Epoch 1853 | loss: 0.0311086 | val_loss: 0.0311403 | Time: 2281.34 ms [2021-06-21 08:38:52 main:574] : INFO : Epoch 1854 | loss: 0.0311066 | val_loss: 0.031137 | Time: 2427.92 ms [2021-06-21 08:38:54 main:574] : INFO : Epoch 1855 | loss: 0.0311049 | val_loss: 0.0311395 | Time: 2416.16 ms [2021-06-21 08:38:57 main:574] : INFO : Epoch 1856 | loss: 0.0311043 | val_loss: 0.0311394 | Time: 2320.92 ms [2021-06-21 08:38:59 main:574] : INFO : Epoch 1857 | loss: 0.0311049 | val_loss: 0.0311432 | Time: 2285.88 ms [2021-06-21 08:39:01 main:574] : INFO : Epoch 1858 | loss: 0.0311049 | val_loss: 0.0311405 | Time: 2321.71 ms [2021-06-21 08:39:04 main:574] : INFO : Epoch 1859 | loss: 0.0311043 | val_loss: 0.0311451 | Time: 2420.35 ms [2021-06-21 08:39:06 main:574] : INFO : Epoch 1860 | loss: 0.0311034 | val_loss: 0.0311414 | Time: 2277.91 ms [2021-06-21 08:39:08 main:574] : INFO : Epoch 1861 | loss: 0.0311003 | val_loss: 0.0311372 | Time: 2342.64 ms [2021-06-21 08:39:11 main:574] : INFO : Epoch 1862 | loss: 0.0311068 | val_loss: 0.0311415 | Time: 2367.12 ms [2021-06-21 08:39:13 main:574] : INFO : Epoch 1863 | loss: 0.0311097 | val_loss: 0.0311369 | Time: 2239.14 ms [2021-06-21 08:39:16 main:574] : INFO : Epoch 1864 | loss: 0.031115 | val_loss: 0.0311408 | Time: 2528.28 ms [2021-06-21 08:39:18 main:574] : INFO : Epoch 1865 | loss: 0.031109 | val_loss: 0.0311381 | Time: 2610.67 ms [2021-06-21 08:39:21 main:574] : INFO : Epoch 1866 | loss: 0.0311055 | val_loss: 0.0311419 | Time: 2369.3 ms [2021-06-21 08:39:23 main:574] : INFO : Epoch 1867 | loss: 0.0311043 | val_loss: 0.031138 | Time: 2550.14 ms [2021-06-21 08:39:25 main:574] : INFO : Epoch 1868 | loss: 0.0311118 | val_loss: 0.0311448 | Time: 2190.78 ms [2021-06-21 08:39:28 main:574] : INFO : Epoch 1869 | loss: 0.0311188 | val_loss: 0.0311414 | Time: 2265.37 ms [2021-06-21 08:39:30 main:574] : INFO : Epoch 1870 | loss: 0.0311212 | val_loss: 0.0311423 | Time: 2361.53 ms [2021-06-21 08:39:32 main:574] : INFO : Epoch 1871 | loss: 0.0311225 | val_loss: 0.031148 | Time: 2243.96 ms [2021-06-21 08:39:35 main:574] : INFO : Epoch 1872 | loss: 0.0311195 | val_loss: 0.0311446 | Time: 2245.31 ms [2021-06-21 08:39:37 main:574] : INFO : Epoch 1873 | loss: 0.0311142 | val_loss: 0.0311437 | Time: 2312.32 ms [2021-06-21 08:39:39 main:574] : INFO : Epoch 1874 | loss: 0.0311183 | val_loss: 0.0311407 | Time: 2386.93 ms [2021-06-21 08:39:42 main:574] : INFO : Epoch 1875 | loss: 0.0311128 | val_loss: 0.0311374 | Time: 2239.93 ms [2021-06-21 08:39:44 main:574] : INFO : Epoch 1876 | loss: 0.0311101 | val_loss: 0.0311392 | Time: 2356.45 ms [2021-06-21 08:39:46 main:574] : INFO : Epoch 1877 | loss: 0.0311094 | val_loss: 0.0311384 | Time: 2084.03 ms [2021-06-21 08:39:48 main:574] : INFO : Epoch 1878 | loss: 0.0311097 | val_loss: 0.0311398 | Time: 2324.06 ms [2021-06-21 08:39:51 main:574] : INFO : Epoch 1879 | loss: 0.0311081 | val_loss: 0.0311402 | Time: 2259.78 ms [2021-06-21 08:39:53 main:574] : INFO : Epoch 1880 | loss: 0.0311089 | val_loss: 0.0311362 | Time: 2278.37 ms [2021-06-21 08:39:55 main:574] : INFO : Epoch 1881 | loss: 0.0311064 | val_loss: 0.0311422 | Time: 2176.46 ms [2021-06-21 08:39:57 main:574] : INFO : Epoch 1882 | loss: 0.0311056 | val_loss: 0.0311388 | Time: 2299.21 ms [2021-06-21 08:40:00 main:574] : INFO : Epoch 1883 | loss: 0.0311055 | val_loss: 0.0311473 | Time: 2258.86 ms [2021-06-21 08:40:02 main:574] : INFO : Epoch 1884 | loss: 0.0311057 | val_loss: 0.0311431 | Time: 2348.45 ms [2021-06-21 08:40:04 main:574] : INFO : Epoch 1885 | loss: 0.0311077 | val_loss: 0.0311413 | Time: 2246.65 ms [2021-06-21 08:40:06 main:574] : INFO : Epoch 1886 | loss: 0.0311134 | val_loss: 0.0311428 | Time: 2100.52 ms [2021-06-21 08:40:09 main:574] : INFO : Epoch 1887 | loss: 0.0311091 | val_loss: 0.0311398 | Time: 2486.11 ms [2021-06-21 08:40:11 main:574] : INFO : Epoch 1888 | loss: 0.0311079 | val_loss: 0.0311418 | Time: 2295.18 ms [2021-06-21 08:40:14 main:574] : INFO : Epoch 1889 | loss: 0.0311064 | val_loss: 0.0311381 | Time: 2277.24 ms [2021-06-21 08:40:16 main:574] : INFO : Epoch 1890 | loss: 0.0311054 | val_loss: 0.0311359 | Time: 2070.53 ms [2021-06-21 08:40:18 main:574] : INFO : Epoch 1891 | loss: 0.0311099 | val_loss: 0.0311458 | Time: 2151.29 ms [2021-06-21 08:40:20 main:574] : INFO : Epoch 1892 | loss: 0.0311193 | val_loss: 0.0311533 | Time: 2301.59 ms [2021-06-21 08:40:22 main:574] : INFO : Epoch 1893 | loss: 0.0311224 | val_loss: 0.0311564 | Time: 2219.95 ms [2021-06-21 08:40:25 main:574] : INFO : Epoch 1894 | loss: 0.031123 | val_loss: 0.0311537 | Time: 2146.55 ms [2021-06-21 08:40:27 main:574] : INFO : Epoch 1895 | loss: 0.0311195 | val_loss: 0.0311449 | Time: 2204.02 ms [2021-06-21 08:40:29 main:574] : INFO : Epoch 1896 | loss: 0.0311142 | val_loss: 0.0311414 | Time: 2266.9 ms [2021-06-21 08:40:31 main:574] : INFO : Epoch 1897 | loss: 0.0311141 | val_loss: 0.0311388 | Time: 2370.88 ms [2021-06-21 08:40:34 main:574] : INFO : Epoch 1898 | loss: 0.0311123 | val_loss: 0.0311446 | Time: 2277.78 ms [2021-06-21 08:40:36 main:574] : INFO : Epoch 1899 | loss: 0.0311158 | val_loss: 0.0311403 | Time: 2067.03 ms [2021-06-21 08:40:38 main:574] : INFO : Epoch 1900 | loss: 0.0311197 | val_loss: 0.0311473 | Time: 2299.38 ms [2021-06-21 08:40:40 main:574] : INFO : Epoch 1901 | loss: 0.0311171 | val_loss: 0.0311395 | Time: 2269.6 ms [2021-06-21 08:40:43 main:574] : INFO : Epoch 1902 | loss: 0.0311138 | val_loss: 0.0311386 | Time: 2252.69 ms [2021-06-21 08:40:45 main:574] : INFO : Epoch 1903 | loss: 0.0311122 | val_loss: 0.0311354 | Time: 2107.41 ms [2021-06-21 08:40:47 main:574] : INFO : Epoch 1904 | loss: 0.031112 | val_loss: 0.0311355 | Time: 2227.19 ms [2021-06-21 08:40:49 main:574] : INFO : Epoch 1905 | loss: 0.0311138 | val_loss: 0.0311351 | Time: 2318.49 ms [2021-06-21 08:40:52 main:574] : INFO : Epoch 1906 | loss: 0.0311102 | val_loss: 0.0311393 | Time: 2217.62 ms [2021-06-21 08:40:54 main:574] : INFO : Epoch 1907 | loss: 0.0311107 | val_loss: 0.0311355 | Time: 2213.51 ms [2021-06-21 08:40:56 main:574] : INFO : Epoch 1908 | loss: 0.0311089 | val_loss: 0.0311355 | Time: 2078.28 ms [2021-06-21 08:40:59 main:574] : INFO : Epoch 1909 | loss: 0.031113 | val_loss: 0.0311462 | Time: 2686.95 ms [2021-06-21 08:41:02 main:574] : INFO : Epoch 1910 | loss: 0.0311178 | val_loss: 0.0311377 | Time: 3179.83 ms [2021-06-21 08:41:05 main:574] : INFO : Epoch 1911 | loss: 0.0311127 | val_loss: 0.0311388 | Time: 2686.21 ms [2021-06-21 08:41:07 main:574] : INFO : Epoch 1912 | loss: 0.0311119 | val_loss: 0.0311431 | Time: 2164.43 ms [2021-06-21 08:41:09 main:574] : INFO : Epoch 1913 | loss: 0.0311095 | val_loss: 0.0311403 | Time: 2454.96 ms [2021-06-21 08:41:12 main:574] : INFO : Epoch 1914 | loss: 0.0311101 | val_loss: 0.0311394 | Time: 2281.56 ms [2021-06-21 08:41:14 main:574] : INFO : Epoch 1915 | loss: 0.0311082 | val_loss: 0.0311403 | Time: 2275.55 ms [2021-06-21 08:41:16 main:574] : INFO : Epoch 1916 | loss: 0.0311161 | val_loss: 0.0311348 | Time: 2123.21 ms [2021-06-21 08:41:18 main:574] : INFO : Epoch 1917 | loss: 0.0311127 | val_loss: 0.0311354 | Time: 2214.49 ms [2021-06-21 08:41:21 main:574] : INFO : Epoch 1918 | loss: 0.0311111 | val_loss: 0.0311391 | Time: 2266.14 ms [2021-06-21 08:41:23 main:574] : INFO : Epoch 1919 | loss: 0.0311099 | val_loss: 0.0311347 | Time: 2268.51 ms [2021-06-21 08:41:25 main:574] : INFO : Epoch 1920 | loss: 0.0311087 | val_loss: 0.0311331 | Time: 2208.86 ms [2021-06-21 08:41:27 main:574] : INFO : Epoch 1921 | loss: 0.0311062 | val_loss: 0.0311372 | Time: 2160.67 ms [2021-06-21 08:41:30 main:574] : INFO : Epoch 1922 | loss: 0.0311057 | val_loss: 0.0311378 | Time: 2477.66 ms [2021-06-21 08:41:32 main:574] : INFO : Epoch 1923 | loss: 0.031103 | val_loss: 0.0311368 | Time: 2260.62 ms [2021-06-21 08:41:34 main:574] : INFO : Epoch 1924 | loss: 0.0311127 | val_loss: 0.0311462 | Time: 2287.65 ms [2021-06-21 08:41:36 main:574] : INFO : Epoch 1925 | loss: 0.0311143 | val_loss: 0.0311394 | Time: 2130.21 ms [2021-06-21 08:41:39 main:574] : INFO : Epoch 1926 | loss: 0.0311108 | val_loss: 0.0311355 | Time: 2776.38 ms [2021-06-21 08:41:41 main:574] : INFO : Epoch 1927 | loss: 0.0311093 | val_loss: 0.0311395 | Time: 2222.08 ms [2021-06-21 08:41:44 main:574] : INFO : Epoch 1928 | loss: 0.0311074 | val_loss: 0.0311455 | Time: 2223.99 ms [2021-06-21 08:41:46 main:574] : INFO : Epoch 1929 | loss: 0.0311089 | val_loss: 0.0311363 | Time: 2099.71 ms [2021-06-21 08:41:48 main:574] : INFO : Epoch 1930 | loss: 0.0311044 | val_loss: 0.0311388 | Time: 2151.93 ms [2021-06-21 08:41:50 main:574] : INFO : Epoch 1931 | loss: 0.0311074 | val_loss: 0.0311362 | Time: 2268.35 ms [2021-06-21 08:41:53 main:574] : INFO : Epoch 1932 | loss: 0.0311038 | val_loss: 0.0311396 | Time: 2256.97 ms [2021-06-21 08:41:55 main:574] : INFO : Epoch 1933 | loss: 0.0311029 | val_loss: 0.0311378 | Time: 2162.74 ms [2021-06-21 08:41:57 main:574] : INFO : Epoch 1934 | loss: 0.0311035 | val_loss: 0.0311383 | Time: 2151.87 ms [2021-06-21 08:41:59 main:574] : INFO : Epoch 1935 | loss: 0.0311033 | val_loss: 0.0311385 | Time: 2353.27 ms [2021-06-21 08:42:02 main:574] : INFO : Epoch 1936 | loss: 0.0311036 | val_loss: 0.0311458 | Time: 2298.29 ms [2021-06-21 08:42:05 main:574] : INFO : Epoch 1937 | loss: 0.0311045 | val_loss: 0.0311399 | Time: 2975.87 ms [2021-06-21 08:42:09 main:574] : INFO : Epoch 1938 | loss: 0.0311073 | val_loss: 0.031138 | Time: 4060.54 ms [2021-06-21 08:42:13 main:574] : INFO : Epoch 1939 | loss: 0.0311075 | val_loss: 0.031146 | Time: 3953.11 ms [2021-06-21 08:42:15 main:574] : INFO : Epoch 1940 | loss: 0.0311075 | val_loss: 0.0311375 | Time: 2504.7 ms [2021-06-21 08:42:18 main:574] : INFO : Epoch 1941 | loss: 0.0311048 | val_loss: 0.0311367 | Time: 2721.1 ms [2021-06-21 08:42:30 main:574] : INFO : Epoch 1942 | loss: 0.0311063 | val_loss: 0.0311397 | Time: 2279.54 ms [2021-06-21 08:42:33 main:574] : INFO : Epoch 1943 | loss: 0.0311101 | val_loss: 0.0311356 | Time: 2276.96 ms [2021-06-21 08:42:35 main:574] : INFO : Epoch 1944 | loss: 0.031112 | val_loss: 0.0311376 | Time: 2149.58 ms [2021-06-21 08:42:37 main:574] : INFO : Epoch 1945 | loss: 0.0311081 | val_loss: 0.0311415 | Time: 2214.73 ms [2021-06-21 08:42:39 main:574] : INFO : Epoch 1946 | loss: 0.0311049 | val_loss: 0.0311421 | Time: 2298.96 ms [2021-06-21 08:42:42 main:574] : INFO : Epoch 1947 | loss: 0.0311064 | val_loss: 0.0311397 | Time: 2241 ms [2021-06-21 08:42:44 main:574] : INFO : Epoch 1948 | loss: 0.0311075 | val_loss: 0.0311343 | Time: 2298.68 ms [2021-06-21 08:42:46 main:574] : INFO : Epoch 1949 | loss: 0.0311128 | val_loss: 0.0311421 | Time: 2066.41 ms [2021-06-21 08:42:48 main:574] : INFO : Epoch 1950 | loss: 0.0311213 | val_loss: 0.0311416 | Time: 2190.18 ms [2021-06-21 08:42:51 main:574] : INFO : Epoch 1951 | loss: 0.0311168 | val_loss: 0.0311384 | Time: 2239.05 ms [2021-06-21 08:42:53 main:574] : INFO : Epoch 1952 | loss: 0.0311174 | val_loss: 0.0311449 | Time: 2333.98 ms [2021-06-21 08:42:55 main:574] : INFO : Epoch 1953 | loss: 0.0311141 | val_loss: 0.0311439 | Time: 2169.01 ms [2021-06-21 08:42:57 main:574] : INFO : Epoch 1954 | loss: 0.0311091 | val_loss: 0.0311395 | Time: 2107.84 ms [2021-06-21 08:42:59 main:574] : INFO : Epoch 1955 | loss: 0.0311088 | val_loss: 0.0311376 | Time: 2171.62 ms [2021-06-21 08:43:02 main:574] : INFO : Epoch 1956 | loss: 0.0311073 | val_loss: 0.0311401 | Time: 2224.05 ms [2021-06-21 08:43:04 main:574] : INFO : Epoch 1957 | loss: 0.0311051 | val_loss: 0.0311371 | Time: 2189.28 ms [2021-06-21 08:43:06 main:574] : INFO : Epoch 1958 | loss: 0.0311055 | val_loss: 0.0311378 | Time: 2238.98 ms [2021-06-21 08:43:08 main:574] : INFO : Epoch 1959 | loss: 0.0311055 | val_loss: 0.0311435 | Time: 2206.82 ms [2021-06-21 08:43:11 main:574] : INFO : Epoch 1960 | loss: 0.0311159 | val_loss: 0.0311441 | Time: 2353.38 ms [2021-06-21 08:43:13 main:574] : INFO : Epoch 1961 | loss: 0.0311191 | val_loss: 0.0311381 | Time: 2277.2 ms [2021-06-21 08:43:15 main:574] : INFO : Epoch 1962 | loss: 0.0311141 | val_loss: 0.0311404 | Time: 2177.66 ms [2021-06-21 08:43:18 main:574] : INFO : Epoch 1963 | loss: 0.0311116 | val_loss: 0.0311352 | Time: 2319.4 ms [2021-06-21 08:43:20 main:574] : INFO : Epoch 1964 | loss: 0.0311082 | val_loss: 0.0311389 | Time: 2347.76 ms [2021-06-21 08:43:22 main:574] : INFO : Epoch 1965 | loss: 0.0311053 | val_loss: 0.0311373 | Time: 2172.79 ms [2021-06-21 08:43:24 main:574] : INFO : Epoch 1966 | loss: 0.0311033 | val_loss: 0.0311351 | Time: 2291.89 ms [2021-06-21 08:43:27 main:574] : INFO : Epoch 1967 | loss: 0.0311026 | val_loss: 0.0311382 | Time: 2201.15 ms [2021-06-21 08:43:29 main:574] : INFO : Epoch 1968 | loss: 0.031102 | val_loss: 0.0311387 | Time: 2308.73 ms [2021-06-21 08:43:31 main:574] : INFO : Epoch 1969 | loss: 0.031102 | val_loss: 0.0311407 | Time: 2340.39 ms [2021-06-21 08:43:34 main:574] : INFO : Epoch 1970 | loss: 0.031101 | val_loss: 0.0311394 | Time: 2242.38 ms [2021-06-21 08:43:36 main:574] : INFO : Epoch 1971 | loss: 0.0311024 | val_loss: 0.0311358 | Time: 2105.6 ms [2021-06-21 08:43:38 main:574] : INFO : Epoch 1972 | loss: 0.0311056 | val_loss: 0.0311397 | Time: 2342.27 ms [2021-06-21 08:43:41 main:574] : INFO : Epoch 1973 | loss: 0.0311084 | val_loss: 0.0311379 | Time: 2577.5 ms [2021-06-21 08:43:43 main:574] : INFO : Epoch 1974 | loss: 0.0311047 | val_loss: 0.0311398 | Time: 2569.48 ms [2021-06-21 08:43:45 main:574] : INFO : Epoch 1975 | loss: 0.0311067 | val_loss: 0.0311355 | Time: 2136.05 ms [2021-06-21 08:43:48 main:574] : INFO : Epoch 1976 | loss: 0.0310997 | val_loss: 0.0311443 | Time: 2222.06 ms [2021-06-21 08:43:50 main:574] : INFO : Epoch 1977 | loss: 0.0311041 | val_loss: 0.0311378 | Time: 2342.06 ms [2021-06-21 08:43:52 main:574] : INFO : Epoch 1978 | loss: 0.0311012 | val_loss: 0.0311416 | Time: 2244.4 ms [2021-06-21 08:43:55 main:574] : INFO : Epoch 1979 | loss: 0.0310996 | val_loss: 0.0311407 | Time: 2312.34 ms [2021-06-21 08:43:57 main:574] : INFO : Epoch 1980 | loss: 0.0310971 | val_loss: 0.0311475 | Time: 2055.02 ms [2021-06-21 08:43:59 main:574] : INFO : Epoch 1981 | loss: 0.0311012 | val_loss: 0.0311385 | Time: 2222.66 ms [2021-06-21 08:44:01 main:574] : INFO : Epoch 1982 | loss: 0.0311022 | val_loss: 0.0311341 | Time: 2324 ms [2021-06-21 08:44:04 main:574] : INFO : Epoch 1983 | loss: 0.0311006 | val_loss: 0.0311366 | Time: 2342.2 ms [2021-06-21 08:44:06 main:574] : INFO : Epoch 1984 | loss: 0.0310965 | val_loss: 0.0311339 | Time: 2212.72 ms [2021-06-21 08:44:08 main:574] : INFO : Epoch 1985 | loss: 0.0310956 | val_loss: 0.0311395 | Time: 2260.84 ms [2021-06-21 08:44:11 main:574] : INFO : Epoch 1986 | loss: 0.0310978 | val_loss: 0.0311314 | Time: 2446.48 ms [2021-06-21 08:44:13 main:574] : INFO : Epoch 1987 | loss: 0.0310954 | val_loss: 0.0311297 | Time: 2261.91 ms [2021-06-21 08:44:15 main:574] : INFO : Epoch 1988 | loss: 0.0310962 | val_loss: 0.0311343 | Time: 2201.83 ms [2021-06-21 08:44:18 main:574] : INFO : Epoch 1989 | loss: 0.0310951 | val_loss: 0.0311339 | Time: 3280.88 ms [2021-06-21 08:44:22 main:574] : INFO : Epoch 1990 | loss: 0.0310956 | val_loss: 0.0311341 | Time: 3184.36 ms [2021-06-21 08:44:25 main:574] : INFO : Epoch 1991 | loss: 0.0310989 | val_loss: 0.0311417 | Time: 3270.89 ms [2021-06-21 08:44:28 main:574] : INFO : Epoch 1992 | loss: 0.0310937 | val_loss: 0.0311346 | Time: 2978.12 ms [2021-06-21 08:44:51 main:574] : INFO : Epoch 1993 | loss: 0.0310909 | val_loss: 0.0311326 | Time: 23030.3 ms [2021-06-21 08:44:54 main:574] : INFO : Epoch 1994 | loss: 0.0310907 | val_loss: 0.0311369 | Time: 2740.09 ms [2021-06-21 08:44:56 main:574] : INFO : Epoch 1995 | loss: 0.0310969 | val_loss: 0.0311346 | Time: 2331.35 ms [2021-06-21 08:44:59 main:574] : INFO : Epoch 1996 | loss: 0.0310976 | val_loss: 0.0311328 | Time: 2585.13 ms [2021-06-21 08:45:02 main:574] : INFO : Epoch 1997 | loss: 0.0310951 | val_loss: 0.031135 | Time: 2742.36 ms [2021-06-21 08:45:04 main:574] : INFO : Epoch 1998 | loss: 0.0310935 | val_loss: 0.0311391 | Time: 2590.7 ms [2021-06-21 08:45:06 main:574] : INFO : Epoch 1999 | loss: 0.031093 | val_loss: 0.0311379 | Time: 2266.4 ms [2021-06-21 08:45:09 main:574] : INFO : Epoch 2000 | loss: 0.0310972 | val_loss: 0.0311366 | Time: 2300.44 ms [2021-06-21 08:45:11 main:574] : INFO : Epoch 2001 | loss: 0.0310968 | val_loss: 0.0311396 | Time: 2384.26 ms [2021-06-21 08:45:13 main:574] : INFO : Epoch 2002 | loss: 0.0310955 | val_loss: 0.031143 | Time: 2289.6 ms [2021-06-21 08:45:16 main:574] : INFO : Epoch 2003 | loss: 0.031096 | val_loss: 0.0311346 | Time: 2149.37 ms [2021-06-21 08:45:18 main:574] : INFO : Epoch 2004 | loss: 0.0310919 | val_loss: 0.0311386 | Time: 2123.1 ms [2021-06-21 08:45:20 main:574] : INFO : Epoch 2005 | loss: 0.0310952 | val_loss: 0.0311371 | Time: 2151.7 ms [2021-06-21 08:45:22 main:574] : INFO : Epoch 2006 | loss: 0.0310956 | val_loss: 0.031143 | Time: 2252.11 ms [2021-06-21 08:45:24 main:574] : INFO : Epoch 2007 | loss: 0.0310923 | val_loss: 0.031136 | Time: 2220.62 ms [2021-06-21 08:45:27 main:574] : INFO : Epoch 2008 | loss: 0.0310893 | val_loss: 0.0311426 | Time: 2049.12 ms [2021-06-21 08:45:29 main:574] : INFO : Epoch 2009 | loss: 0.0310921 | val_loss: 0.031137 | Time: 2250.95 ms [2021-06-21 08:45:31 main:574] : INFO : Epoch 2010 | loss: 0.0310892 | val_loss: 0.0311324 | Time: 2283.31 ms [2021-06-21 08:45:33 main:574] : INFO : Epoch 2011 | loss: 0.0310909 | val_loss: 0.0311438 | Time: 2173.06 ms [2021-06-21 08:45:35 main:574] : INFO : Epoch 2012 | loss: 0.0310975 | val_loss: 0.0311435 | Time: 2124.61 ms [2021-06-21 08:45:38 main:574] : INFO : Epoch 2013 | loss: 0.0310934 | val_loss: 0.0311308 | Time: 2099.03 ms [2021-06-21 08:45:40 main:574] : INFO : Epoch 2014 | loss: 0.0310927 | val_loss: 0.031139 | Time: 2276.89 ms [2021-06-21 08:45:43 main:574] : INFO : Epoch 2015 | loss: 0.0310925 | val_loss: 0.0311334 | Time: 3157.09 ms [2021-06-21 08:45:45 main:574] : INFO : Epoch 2016 | loss: 0.031089 | val_loss: 0.0311393 | Time: 2401.76 ms [2021-06-21 08:45:48 main:574] : INFO : Epoch 2017 | loss: 0.0310883 | val_loss: 0.0311357 | Time: 2173.42 ms [2021-06-21 08:45:50 main:574] : INFO : Epoch 2018 | loss: 0.0310911 | val_loss: 0.0311422 | Time: 2184.91 ms [2021-06-21 08:45:52 main:574] : INFO : Epoch 2019 | loss: 0.0310898 | val_loss: 0.0311373 | Time: 2342.73 ms [2021-06-21 08:45:55 main:574] : INFO : Epoch 2020 | loss: 0.0310873 | val_loss: 0.0311326 | Time: 2305.11 ms [2021-06-21 08:45:57 main:574] : INFO : Epoch 2021 | loss: 0.0310928 | val_loss: 0.0311431 | Time: 2049.79 ms [2021-06-21 08:45:59 main:574] : INFO : Epoch 2022 | loss: 0.0311078 | val_loss: 0.0311349 | Time: 2160.4 ms [2021-06-21 08:46:01 main:574] : INFO : Epoch 2023 | loss: 0.0311044 | val_loss: 0.031135 | Time: 2191.44 ms [2021-06-21 08:46:03 main:574] : INFO : Epoch 2024 | loss: 0.0311057 | val_loss: 0.0311409 | Time: 2203.08 ms [2021-06-21 08:46:05 main:574] : INFO : Epoch 2025 | loss: 0.0311007 | val_loss: 0.0311378 | Time: 2123.78 ms [2021-06-21 08:46:07 main:574] : INFO : Epoch 2026 | loss: 0.0310966 | val_loss: 0.0311322 | Time: 2101.49 ms [2021-06-21 08:46:10 main:574] : INFO : Epoch 2027 | loss: 0.0310956 | val_loss: 0.031141 | Time: 2353.22 ms [2021-06-21 08:46:12 main:574] : INFO : Epoch 2028 | loss: 0.031093 | val_loss: 0.0311446 | Time: 2643.61 ms [2021-06-21 08:46:15 main:574] : INFO : Epoch 2029 | loss: 0.0310963 | val_loss: 0.0311382 | Time: 2269.1 ms [2021-06-21 08:46:17 main:574] : INFO : Epoch 2030 | loss: 0.0311008 | val_loss: 0.0311363 | Time: 2209.63 ms [2021-06-21 08:46:19 main:574] : INFO : Epoch 2031 | loss: 0.0310967 | val_loss: 0.0311334 | Time: 2203.07 ms [2021-06-21 08:46:21 main:574] : INFO : Epoch 2032 | loss: 0.0310955 | val_loss: 0.0311373 | Time: 2212.16 ms [2021-06-21 08:46:24 main:574] : INFO : Epoch 2033 | loss: 0.0310949 | val_loss: 0.0311412 | Time: 2185.16 ms [2021-06-21 08:46:26 main:574] : INFO : Epoch 2034 | loss: 0.031096 | val_loss: 0.0311314 | Time: 2092.24 ms [2021-06-21 08:46:28 main:574] : INFO : Epoch 2035 | loss: 0.031093 | val_loss: 0.0311341 | Time: 2539.23 ms [2021-06-21 08:46:31 main:574] : INFO : Epoch 2036 | loss: 0.0310917 | val_loss: 0.0311367 | Time: 2247.38 ms [2021-06-21 08:46:33 main:574] : INFO : Epoch 2037 | loss: 0.0310915 | val_loss: 0.0311378 | Time: 2507.74 ms [2021-06-21 08:46:36 main:574] : INFO : Epoch 2038 | loss: 0.0310967 | val_loss: 0.0311457 | Time: 2376.08 ms [2021-06-21 08:46:38 main:574] : INFO : Epoch 2039 | loss: 0.0310983 | val_loss: 0.0311372 | Time: 2259.56 ms [2021-06-21 08:46:40 main:574] : INFO : Epoch 2040 | loss: 0.0311082 | val_loss: 0.0311426 | Time: 2407.12 ms [2021-06-21 08:46:43 main:574] : INFO : Epoch 2041 | loss: 0.0311196 | val_loss: 0.0311376 | Time: 2557.1 ms [2021-06-21 08:46:45 main:574] : INFO : Epoch 2042 | loss: 0.0311165 | val_loss: 0.0311455 | Time: 2526.68 ms [2021-06-21 08:46:48 main:574] : INFO : Epoch 2043 | loss: 0.031116 | val_loss: 0.0311431 | Time: 2307.61 ms [2021-06-21 08:46:50 main:574] : INFO : Epoch 2044 | loss: 0.031117 | val_loss: 0.031143 | Time: 2397.09 ms [2021-06-21 08:46:53 main:574] : INFO : Epoch 2045 | loss: 0.0311108 | val_loss: 0.0311429 | Time: 2512.04 ms [2021-06-21 08:46:55 main:574] : INFO : Epoch 2046 | loss: 0.0311088 | val_loss: 0.0311414 | Time: 2370.46 ms [2021-06-21 08:46:57 main:574] : INFO : Epoch 2047 | loss: 0.031109 | val_loss: 0.0311386 | Time: 2200.8 ms [2021-06-21 08:47:00 main:574] : INFO : Epoch 2048 | loss: 0.0311154 | val_loss: 0.0311513 | Time: 2359.1 ms [2021-06-21 08:47:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311513 [2021-06-21 08:47:00 main:603] : INFO : Saving end state to config to file [2021-06-21 08:47:00 main:608] : INFO : Success, exiting.. 08:47:00 (2120): 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)