Task 12963422
| Name | ParityModified-1647044984-14126-0_0 |
| Workunit | 10095467 |
| Created | 12 Mar 2022, 0:29:47 UTC |
| Sent | 14 Mar 2022, 20:40:09 UTC |
| Report deadline | 22 Mar 2022, 20:40:09 UTC |
| Received | 15 Mar 2022, 15:03:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13797 |
| Run time | 1 hours 11 min 17 sec |
| CPU time | 1 hours 11 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 310095 | val_loss: 0.0312851 | Time: 2034.97 ms [2022-03-15 14:54:57 main:581] : INFO : Epoch 1592 | loss: 0.0310078 | val_loss: 0.0313145 | Time: 2055.03 ms [2022-03-15 14:54:59 main:581] : INFO : Epoch 1593 | loss: 0.0309886 | val_loss: 0.031317 | Time: 2057.74 ms [2022-03-15 14:55:01 main:581] : INFO : Epoch 1594 | loss: 0.0309969 | val_loss: 0.0313164 | Time: 2043.35 ms [2022-03-15 14:55:03 main:581] : INFO : Epoch 1595 | loss: 0.0310015 | val_loss: 0.0312881 | Time: 2040.77 ms [2022-03-15 14:55:05 main:581] : INFO : Epoch 1596 | loss: 0.0309989 | val_loss: 0.0313249 | Time: 2047.81 ms [2022-03-15 14:55:07 main:581] : INFO : Epoch 1597 | loss: 0.0309908 | val_loss: 0.0313704 | Time: 2059.92 ms [2022-03-15 14:55:09 main:581] : INFO : Epoch 1598 | loss: 0.0309818 | val_loss: 0.0313598 | Time: 2020.91 ms [2022-03-15 14:55:11 main:581] : INFO : Epoch 1599 | loss: 0.0309953 | val_loss: 0.0313362 | Time: 2036.95 ms [2022-03-15 14:55:13 main:581] : INFO : Epoch 1600 | loss: 0.0309853 | val_loss: 0.0313637 | Time: 2048.48 ms [2022-03-15 14:55:15 main:581] : INFO : Epoch 1601 | loss: 0.0309855 | val_loss: 0.0313433 | Time: 2057.69 ms [2022-03-15 14:55:17 main:581] : INFO : Epoch 1602 | loss: 0.0309919 | val_loss: 0.0313325 | Time: 2026.4 ms [2022-03-15 14:55:19 main:581] : INFO : Epoch 1603 | loss: 0.0309921 | val_loss: 0.031358 | Time: 2035.65 ms [2022-03-15 14:55:21 main:581] : INFO : Epoch 1604 | loss: 0.030985 | val_loss: 0.031298 | Time: 2040.21 ms [2022-03-15 14:55:23 main:581] : INFO : Epoch 1605 | loss: 0.0309919 | val_loss: 0.0313547 | Time: 2064.92 ms [2022-03-15 14:55:25 main:581] : INFO : Epoch 1606 | loss: 0.0309992 | val_loss: 0.0313059 | Time: 2025.43 ms [2022-03-15 14:55:27 main:581] : INFO : Epoch 1607 | loss: 0.0310311 | val_loss: 0.0317988 | Time: 2032.95 ms [2022-03-15 14:55:29 main:581] : INFO : Epoch 1608 | loss: 0.0313979 | val_loss: 0.0313152 | Time: 2030.72 ms [2022-03-15 14:55:31 main:581] : INFO : Epoch 1609 | loss: 0.0311682 | val_loss: 0.0313696 | Time: 2061.33 ms [2022-03-15 14:55:33 main:581] : INFO : Epoch 1610 | loss: 0.0310501 | val_loss: 0.0313009 | Time: 2043.36 ms [2022-03-15 14:55:35 main:581] : INFO : Epoch 1611 | loss: 0.0310159 | val_loss: 0.0313276 | Time: 2028.91 ms [2022-03-15 14:55:37 main:581] : INFO : Epoch 1612 | loss: 0.0310077 | val_loss: 0.0313209 | Time: 2030.24 ms [2022-03-15 14:55:39 main:581] : INFO : Epoch 1613 | loss: 0.0309952 | val_loss: 0.0313277 | Time: 2062.89 ms [2022-03-15 14:55:42 main:581] : INFO : Epoch 1614 | loss: 0.0309898 | val_loss: 0.0313074 | Time: 2046.38 ms [2022-03-15 14:55:44 main:581] : INFO : Epoch 1615 | loss: 0.0309941 | val_loss: 0.0313864 | Time: 2030.43 ms [2022-03-15 14:55:46 main:581] : INFO : Epoch 1616 | loss: 0.031004 | val_loss: 0.0313666 | Time: 2027.12 ms [2022-03-15 14:55:48 main:581] : INFO : Epoch 1617 | loss: 0.0309991 | val_loss: 0.0313088 | Time: 2059.48 ms [2022-03-15 14:55:50 main:581] : INFO : Epoch 1618 | loss: 0.0309969 | val_loss: 0.031376 | Time: 2054.21 ms [2022-03-15 14:55:52 main:581] : INFO : Epoch 1619 | loss: 0.0309785 | val_loss: 0.0313709 | Time: 2026.73 ms [2022-03-15 14:55:54 main:581] : INFO : Epoch 1620 | loss: 0.0309971 | val_loss: 0.0313053 | Time: 2029.27 ms [2022-03-15 14:55:56 main:581] : INFO : Epoch 1621 | loss: 0.0310039 | val_loss: 0.0312937 | Time: 2053.78 ms [2022-03-15 14:55:58 main:581] : INFO : Epoch 1622 | loss: 0.0309888 | val_loss: 0.0313431 | Time: 2055.89 ms [2022-03-15 14:56:00 main:581] : INFO : Epoch 1623 | loss: 0.030983 | val_loss: 0.0313442 | Time: 2070.17 ms [2022-03-15 14:56:03 main:581] : INFO : Epoch 1624 | loss: 0.030987 | val_loss: 0.0313392 | Time: 3113.53 ms [2022-03-15 14:56:06 main:581] : INFO : Epoch 1625 | loss: 0.0309882 | val_loss: 0.0313155 | Time: 3045.26 ms [2022-03-15 14:56:08 main:581] : INFO : Epoch 1626 | loss: 0.0309867 | val_loss: 0.0313006 | Time: 2265.42 ms [2022-03-15 14:56:10 main:581] : INFO : Epoch 1627 | loss: 0.0309982 | val_loss: 0.0313202 | Time: 2038 ms [2022-03-15 14:56:12 main:581] : INFO : Epoch 1628 | loss: 0.0309952 | val_loss: 0.031322 | Time: 2046.01 ms [2022-03-15 14:56:15 main:581] : INFO : Epoch 1629 | loss: 0.0309945 | val_loss: 0.0313097 | Time: 2063.06 ms [2022-03-15 14:56:17 main:581] : INFO : Epoch 1630 | loss: 0.0310045 | val_loss: 0.0313182 | Time: 2025.48 ms [2022-03-15 14:56:19 main:581] : INFO : Epoch 1631 | loss: 0.0309978 | val_loss: 0.0313351 | Time: 2037.45 ms [2022-03-15 14:56:21 main:581] : INFO : Epoch 1632 | loss: 0.0309851 | val_loss: 0.0313543 | Time: 2038.4 ms [2022-03-15 14:56:23 main:581] : INFO : Epoch 1633 | loss: 0.0309945 | val_loss: 0.0313623 | Time: 2071.69 ms [2022-03-15 14:56:25 main:581] : INFO : Epoch 1634 | loss: 0.03099 | val_loss: 0.0313501 | Time: 2027.85 ms [2022-03-15 14:56:27 main:581] : INFO : Epoch 1635 | loss: 0.0309842 | val_loss: 0.0313354 | Time: 2037.83 ms [2022-03-15 14:56:29 main:581] : INFO : Epoch 1636 | loss: 0.0309878 | val_loss: 0.0312806 | Time: 2027.71 ms [2022-03-15 14:56:31 main:581] : INFO : Epoch 1637 | loss: 0.0309973 | val_loss: 0.0313638 | Time: 2069.54 ms [2022-03-15 14:56:33 main:581] : INFO : Epoch 1638 | loss: 0.0309991 | val_loss: 0.031296 | Time: 2037.5 ms [2022-03-15 14:56:35 main:581] : INFO : Epoch 1639 | loss: 0.030989 | val_loss: 0.0313624 | Time: 2033 ms [2022-03-15 14:56:37 main:581] : INFO : Epoch 1640 | loss: 0.0309765 | val_loss: 0.0313439 | Time: 2020.18 ms [2022-03-15 14:56:39 main:581] : INFO : Epoch 1641 | loss: 0.0309805 | val_loss: 0.0312883 | Time: 2063.88 ms [2022-03-15 14:56:41 main:581] : INFO : Epoch 1642 | loss: 0.0309866 | val_loss: 0.0313486 | Time: 2052.11 ms [2022-03-15 14:56:43 main:581] : INFO : Epoch 1643 | loss: 0.0309894 | val_loss: 0.0312904 | Time: 2036.95 ms [2022-03-15 14:56:45 main:581] : INFO : Epoch 1644 | loss: 0.0310011 | val_loss: 0.0313374 | Time: 2022.04 ms [2022-03-15 14:56:47 main:581] : INFO : Epoch 1645 | loss: 0.0309922 | val_loss: 0.0313534 | Time: 2057.41 ms [2022-03-15 14:56:49 main:581] : INFO : Epoch 1646 | loss: 0.0309891 | val_loss: 0.0313069 | Time: 2055.29 ms [2022-03-15 14:56:51 main:581] : INFO : Epoch 1647 | loss: 0.030987 | val_loss: 0.0313577 | Time: 2035.17 ms [2022-03-15 14:56:53 main:581] : INFO : Epoch 1648 | loss: 0.0309818 | val_loss: 0.0313365 | Time: 2026.49 ms [2022-03-15 14:56:55 main:581] : INFO : Epoch 1649 | loss: 0.0309915 | val_loss: 0.0312957 | Time: 2049.18 ms [2022-03-15 14:56:57 main:581] : INFO : Epoch 1650 | loss: 0.0310006 | val_loss: 0.0313342 | Time: 2062.07 ms [2022-03-15 14:56:59 main:581] : INFO : Epoch 1651 | loss: 0.0309833 | val_loss: 0.0313566 | Time: 2034.2 ms [2022-03-15 14:57:01 main:581] : INFO : Epoch 1652 | loss: 0.0309899 | val_loss: 0.0313391 | Time: 2051.91 ms [2022-03-15 14:57:04 main:581] : INFO : Epoch 1653 | loss: 0.0309929 | val_loss: 0.0313756 | Time: 2044.53 ms [2022-03-15 14:57:06 main:581] : INFO : Epoch 1654 | loss: 0.0309947 | val_loss: 0.0312904 | Time: 2060.51 ms [2022-03-15 14:57:08 main:581] : INFO : Epoch 1655 | loss: 0.0310022 | val_loss: 0.031312 | Time: 2032.05 ms [2022-03-15 14:57:10 main:581] : INFO : Epoch 1656 | loss: 0.0309976 | val_loss: 0.0313466 | Time: 2035.49 ms [2022-03-15 14:57:12 main:581] : INFO : Epoch 1657 | loss: 0.0310008 | val_loss: 0.0313749 | Time: 2031.49 ms [2022-03-15 14:57:14 main:581] : INFO : Epoch 1658 | loss: 0.0310306 | val_loss: 0.0313114 | Time: 2070.38 ms [2022-03-15 14:57:16 main:581] : INFO : Epoch 1659 | loss: 0.0310117 | val_loss: 0.031346 | Time: 2026.71 ms [2022-03-15 14:57:18 main:581] : INFO : Epoch 1660 | loss: 0.0309885 | val_loss: 0.0313408 | Time: 2036.98 ms [2022-03-15 14:57:20 main:581] : INFO : Epoch 1661 | loss: 0.0309896 | val_loss: 0.0313529 | Time: 2021.28 ms [2022-03-15 14:57:22 main:581] : INFO : Epoch 1662 | loss: 0.0310004 | val_loss: 0.0312981 | Time: 2083.73 ms [2022-03-15 14:57:24 main:581] : INFO : Epoch 1663 | loss: 0.0309926 | val_loss: 0.0313439 | Time: 2037.61 ms [2022-03-15 14:57:26 main:581] : INFO : Epoch 1664 | loss: 0.0309977 | val_loss: 0.0313287 | Time: 2038.1 ms [2022-03-15 14:57:28 main:581] : INFO : Epoch 1665 | loss: 0.0309861 | val_loss: 0.0313484 | Time: 2021.16 ms [2022-03-15 14:57:30 main:581] : INFO : Epoch 1666 | loss: 0.0309777 | val_loss: 0.0313604 | Time: 2064.91 ms [2022-03-15 14:57:32 main:581] : INFO : Epoch 1667 | loss: 0.0309832 | val_loss: 0.031307 | Time: 2060.79 ms [2022-03-15 14:57:34 main:581] : INFO : Epoch 1668 | loss: 0.0309923 | val_loss: 0.031306 | Time: 2033.31 ms [2022-03-15 14:57:36 main:581] : INFO : Epoch 1669 | loss: 0.0309907 | val_loss: 0.0313332 | Time: 2019.5 ms [2022-03-15 14:57:38 main:581] : INFO : Epoch 1670 | loss: 0.0309919 | val_loss: 0.0313508 | Time: 2058.22 ms [2022-03-15 14:57:40 main:581] : INFO : Epoch 1671 | loss: 0.0309875 | val_loss: 0.0313123 | Time: 2063.66 ms [2022-03-15 14:57:42 main:581] : INFO : Epoch 1672 | loss: 0.0309906 | val_loss: 0.0313713 | Time: 2038.19 ms [2022-03-15 14:57:44 main:581] : INFO : Epoch 1673 | loss: 0.0309758 | val_loss: 0.0313377 | Time: 2023.38 ms [2022-03-15 14:57:46 main:581] : INFO : Epoch 1674 | loss: 0.030978 | val_loss: 0.031381 | Time: 2049.28 ms [2022-03-15 14:57:49 main:581] : INFO : Epoch 1675 | loss: 0.0309974 | val_loss: 0.0312817 | Time: 2066.55 ms [2022-03-15 14:57:51 main:581] : INFO : Epoch 1676 | loss: 0.0309975 | val_loss: 0.0313144 | Time: 2035.74 ms [2022-03-15 14:57:53 main:581] : INFO : Epoch 1677 | loss: 0.0309885 | val_loss: 0.031319 | Time: 2026.02 ms [2022-03-15 14:57:55 main:581] : INFO : Epoch 1678 | loss: 0.0309989 | val_loss: 0.0313498 | Time: 2038.52 ms [2022-03-15 14:57:57 main:581] : INFO : Epoch 1679 | loss: 0.0309983 | val_loss: 0.0313523 | Time: 2081.55 ms [2022-03-15 14:57:59 main:581] : INFO : Epoch 1680 | loss: 0.0309842 | val_loss: 0.0313334 | Time: 2036.74 ms [2022-03-15 14:58:01 main:581] : INFO : Epoch 1681 | loss: 0.0309866 | val_loss: 0.0312905 | Time: 2403.03 ms [2022-03-15 14:58:04 main:581] : INFO : Epoch 1682 | loss: 0.0309861 | val_loss: 0.031317 | Time: 2991.09 ms [2022-03-15 14:58:06 main:581] : INFO : Epoch 1683 | loss: 0.031005 | val_loss: 0.0313228 | Time: 2046.69 ms [2022-03-15 14:58:08 main:581] : INFO : Epoch 1684 | loss: 0.0310002 | val_loss: 0.0313189 | Time: 2036.09 ms [2022-03-15 14:58:10 main:581] : INFO : Epoch 1685 | loss: 0.0309923 | val_loss: 0.0313062 | Time: 2018.5 ms [2022-03-15 14:58:12 main:581] : INFO : Epoch 1686 | loss: 0.0309905 | val_loss: 0.0313427 | Time: 2051.3 ms [2022-03-15 14:58:14 main:581] : INFO : Epoch 1687 | loss: 0.0309845 | val_loss: 0.0313271 | Time: 2066.57 ms [2022-03-15 14:58:16 main:581] : INFO : Epoch 1688 | loss: 0.0309868 | val_loss: 0.0313632 | Time: 2037.34 ms [2022-03-15 14:58:18 main:581] : INFO : Epoch 1689 | loss: 0.0309901 | val_loss: 0.0313239 | Time: 2023.54 ms [2022-03-15 14:58:20 main:581] : INFO : Epoch 1690 | loss: 0.0309971 | val_loss: 0.031327 | Time: 2045.18 ms [2022-03-15 14:58:23 main:581] : INFO : Epoch 1691 | loss: 0.0309968 | val_loss: 0.0313735 | Time: 2077.69 ms [2022-03-15 14:58:25 main:581] : INFO : Epoch 1692 | loss: 0.0309847 | val_loss: 0.0313171 | Time: 2034.57 ms [2022-03-15 14:58:27 main:581] : INFO : Epoch 1693 | loss: 0.0309848 | val_loss: 0.0313336 | Time: 2028.6 ms [2022-03-15 14:58:29 main:581] : INFO : Epoch 1694 | loss: 0.0309964 | val_loss: 0.0313639 | Time: 2030.53 ms [2022-03-15 14:58:31 main:581] : INFO : Epoch 1695 | loss: 0.0309908 | val_loss: 0.0313117 | Time: 2080.99 ms [2022-03-15 14:58:33 main:581] : INFO : Epoch 1696 | loss: 0.0309796 | val_loss: 0.0313628 | Time: 2036.4 ms [2022-03-15 14:58:35 main:581] : INFO : Epoch 1697 | loss: 0.0309899 | val_loss: 0.0313187 | Time: 2029.53 ms [2022-03-15 14:58:37 main:581] : INFO : Epoch 1698 | loss: 0.0309918 | val_loss: 0.0313459 | Time: 2016.37 ms [2022-03-15 14:58:39 main:581] : INFO : Epoch 1699 | loss: 0.0309938 | val_loss: 0.0313253 | Time: 2088.38 ms [2022-03-15 14:58:41 main:581] : INFO : Epoch 1700 | loss: 0.0310033 | val_loss: 0.0313094 | Time: 2034.9 ms [2022-03-15 14:58:43 main:581] : INFO : Epoch 1701 | loss: 0.0309987 | val_loss: 0.031364 | Time: 2037.96 ms [2022-03-15 14:58:45 main:581] : INFO : Epoch 1702 | loss: 0.0309902 | val_loss: 0.0312775 | Time: 2016.12 ms [2022-03-15 14:58:47 main:581] : INFO : Epoch 1703 | loss: 0.0309935 | val_loss: 0.0313398 | Time: 2069.37 ms [2022-03-15 14:58:49 main:581] : INFO : Epoch 1704 | loss: 0.0309905 | val_loss: 0.0313371 | Time: 2060.94 ms [2022-03-15 14:58:51 main:581] : INFO : Epoch 1705 | loss: 0.0309947 | val_loss: 0.0313151 | Time: 2034.8 ms [2022-03-15 14:58:53 main:581] : INFO : Epoch 1706 | loss: 0.0309906 | val_loss: 0.0313355 | Time: 2016.93 ms [2022-03-15 14:58:55 main:581] : INFO : Epoch 1707 | loss: 0.0309854 | val_loss: 0.0313345 | Time: 2053.14 ms [2022-03-15 14:58:57 main:581] : INFO : Epoch 1708 | loss: 0.0309878 | val_loss: 0.0312972 | Time: 2063.16 ms [2022-03-15 14:58:59 main:581] : INFO : Epoch 1709 | loss: 0.0309946 | val_loss: 0.0313087 | Time: 2038.44 ms [2022-03-15 14:59:02 main:581] : INFO : Epoch 1710 | loss: 0.0309988 | val_loss: 0.0313499 | Time: 2623.37 ms [2022-03-15 14:59:05 main:581] : INFO : Epoch 1711 | loss: 0.0310007 | val_loss: 0.0313472 | Time: 3175.35 ms [2022-03-15 14:59:08 main:581] : INFO : Epoch 1712 | loss: 0.0309887 | val_loss: 0.0312878 | Time: 2590.16 ms [2022-03-15 14:59:10 main:581] : INFO : Epoch 1713 | loss: 0.0309972 | val_loss: 0.0313483 | Time: 2018.3 ms [2022-03-15 14:59:12 main:581] : INFO : Epoch 1714 | loss: 0.0309909 | val_loss: 0.0313575 | Time: 2047.61 ms [2022-03-15 14:59:14 main:581] : INFO : Epoch 1715 | loss: 0.0309878 | val_loss: 0.0313596 | Time: 2066.39 ms [2022-03-15 14:59:16 main:581] : INFO : Epoch 1716 | loss: 0.0309863 | val_loss: 0.0313587 | Time: 2045.08 ms [2022-03-15 14:59:18 main:581] : INFO : Epoch 1717 | loss: 0.0309944 | val_loss: 0.0313183 | Time: 2023.15 ms [2022-03-15 14:59:20 main:581] : INFO : Epoch 1718 | loss: 0.0309946 | val_loss: 0.0312868 | Time: 2044.61 ms [2022-03-15 14:59:22 main:581] : INFO : Epoch 1719 | loss: 0.030993 | val_loss: 0.0313841 | Time: 2065.44 ms [2022-03-15 14:59:24 main:581] : INFO : Epoch 1720 | loss: 0.0309921 | val_loss: 0.0312721 | Time: 2040.32 ms [2022-03-15 14:59:26 main:581] : INFO : Epoch 1721 | loss: 0.0310062 | val_loss: 0.0312991 | Time: 2025.32 ms [2022-03-15 14:59:28 main:581] : INFO : Epoch 1722 | loss: 0.0309946 | val_loss: 0.0313552 | Time: 2020.98 ms [2022-03-15 14:59:30 main:581] : INFO : Epoch 1723 | loss: 0.0309889 | val_loss: 0.0313867 | Time: 2076.56 ms [2022-03-15 14:59:32 main:581] : INFO : Epoch 1724 | loss: 0.031001 | val_loss: 0.0313042 | Time: 2045.8 ms [2022-03-15 14:59:34 main:581] : INFO : Epoch 1725 | loss: 0.0309945 | val_loss: 0.0313141 | Time: 2029.75 ms [2022-03-15 14:59:36 main:581] : INFO : Epoch 1726 | loss: 0.0309845 | val_loss: 0.0313194 | Time: 2010.08 ms [2022-03-15 14:59:38 main:581] : INFO : Epoch 1727 | loss: 0.0309868 | val_loss: 0.031351 | Time: 2080.26 ms [2022-03-15 14:59:40 main:581] : INFO : Epoch 1728 | loss: 0.0309861 | val_loss: 0.0313221 | Time: 2046.81 ms [2022-03-15 14:59:42 main:581] : INFO : Epoch 1729 | loss: 0.0309959 | val_loss: 0.031341 | Time: 2038.81 ms [2022-03-15 14:59:44 main:581] : INFO : Epoch 1730 | loss: 0.0310048 | val_loss: 0.0313826 | Time: 2008.65 ms [2022-03-15 14:59:47 main:581] : INFO : Epoch 1731 | loss: 0.0309861 | val_loss: 0.0313343 | Time: 2064.2 ms [2022-03-15 14:59:49 main:581] : INFO : Epoch 1732 | loss: 0.0309896 | val_loss: 0.0313494 | Time: 2062.74 ms [2022-03-15 14:59:51 main:581] : INFO : Epoch 1733 | loss: 0.0309949 | val_loss: 0.0313637 | Time: 2038.89 ms [2022-03-15 14:59:53 main:581] : INFO : Epoch 1734 | loss: 0.0309963 | val_loss: 0.0313112 | Time: 2015.64 ms [2022-03-15 14:59:55 main:581] : INFO : Epoch 1735 | loss: 0.0309887 | val_loss: 0.0313348 | Time: 2053.49 ms [2022-03-15 14:59:57 main:581] : INFO : Epoch 1736 | loss: 0.0309884 | val_loss: 0.0313538 | Time: 2068.94 ms [2022-03-15 14:59:59 main:581] : INFO : Epoch 1737 | loss: 0.0309853 | val_loss: 0.0313066 | Time: 2040.99 ms [2022-03-15 15:00:01 main:581] : INFO : Epoch 1738 | loss: 0.0309972 | val_loss: 0.0313156 | Time: 2310.53 ms [2022-03-15 15:00:04 main:581] : INFO : Epoch 1739 | loss: 0.0309939 | val_loss: 0.0313724 | Time: 3121.44 ms SIGSEGV: segmentation violation Stack trace (42 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x56362b5f1f9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f359b03b730] /lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7f351c955d57] /lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7f351c955eba] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x56362b5edb25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x56362b5edbee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f359b03b730] ./libcudnn_ops_infer.so.8(+0x159b390)[0x7f3498e0e390] ./libcudnn_ops_infer.so.8(+0x15c9645)[0x7f3498e3c645] ./libcudnn_ops_infer.so.8(+0xbfd485)[0x7f3498470485] ./libcudnn_ops_infer.so.8(+0x9ab975)[0x7f349821e975] ./libcudnn_ops_infer.so.8(+0x9a958f)[0x7f349821c58f] ./libcudnn_ops_infer.so.8(+0x6ac0db)[0x7f3497f1f0db] ./libcudnn_ops_infer.so.8(+0x68e125)[0x7f3497f01125] ./libcudnn_ops_infer.so.8(+0x68f8ea)[0x7f3497f028ea] ./libcudnn_ops_infer.so.8(_ZN5cudnn12cublasGemmExEP13cublasContext17cublasOperation_tS2_iiiPKvS4_14cudaDataType_tiS4_S5_iS4_PvS5_iS5_16cublasGemmAlgo_t+0x12c)[0x7f3497a9659c] ./libcudnn_adv_infer.so.8(+0x77e31)[0x7f3483487e31] ./libcudnn_adv_infer.so.8(+0xe89f)[0x7f348341e89f] ./libcudnn_adv_infer.so.8(_Z18RNN_forwardGenericP12cudnnContextP14cudnnRNNStructiPKP17cudnnTensorStructPKvS4_S8_S4_S8_P17cudnnFilterStructS8_S6_PvS4_SB_S4_SB_SB_mSB_m18cudnnForwardMode_t+0x5d7)[0x7f34834628c7] ./libcudnn_adv_train.so.8(cudnnRNNForwardTraining+0x20e)[0x7f346e61661e] ./libtorch_cuda.so(_ZN2at6native10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS1_EElS3_S3_S3_lllbdbbNS5_IlEES3_+0x2214)[0x7f351d723a64] ./libtorch_cuda.so(+0x85face)[0x7f351d76dace] ./libtorch_cuda.so(+0x895988)[0x7f351d7a3988] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7f3595cdc51c] ./libtorch_cpu.so(+0x21cf2d4)[0x7f35970a62d4] ./libtorch_cpu.so(+0x21edb28)[0x7f35970c4b28] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7f3595cdc51c] ./libtorch_cuda.so(+0x80f0fd)[0x7f351d71d0fd] ./libtorch_cuda.so(+0x80fb0a)[0x7f351d71db0a] ./libtorch_cpu.so(+0x97fe93)[0x7f3595856e93] ./libtorch_cpu.so(_ZN2at6native3gruERKNS_6TensorES3_N3c108ArrayRefIS1_EEbldbbb+0xea)[0x7f359583a9ba] ./libtorch_cpu.so(+0xeb0a96)[0x7f3595d87a96] ./libtorch_cpu.so(+0x22e3c92)[0x7f35971bac92] ./libtorch_cpu.so(+0xedd579)[0x7f3595db4579] ./libtorch_cpu.so(_ZN2at3gruERKNS_6TensorES2_N3c108ArrayRefIS0_EEbldbbb+0x1b1)[0x7f3595cb9ee1] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl14forward_helperERKN2at6TensorES5_S5_lS3_+0x43a)[0x7f3597c234ca] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl7forwardERKN2at6TensorES3_+0xb0)[0x7f3597c23630] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x92fa8)[0x56362b306fa8] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a0e6)[0x56362b30e0e6] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x56362b2fed10] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7f351c94009b] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x56362b2fa75a] Exiting... DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: NVIDIA GeForce GTX 1660 Ti) [2022-03-15 15:53:08 main:442] : INFO : Set logging level to 1 [2022-03-15 15:53:08 main:448] : INFO : Running in BOINC Client mode [2022-03-15 15:53:08 main:451] : INFO : Resolving all filenames [2022-03-15 15:53:08 main:459] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-15 15:53:08 main:459] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-15 15:53:08 main:459] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-15 15:53:08 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-15 15:53:08 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-15 15:53:08 main:479] : INFO : Dataset filename: dataset.hdf5 [2022-03-15 15:53:08 main:481] : INFO : Configuration: [2022-03-15 15:53:08 main:482] : INFO : Model type: GRU [2022-03-15 15:53:08 main:483] : INFO : Validation Loss Threshold: 0.0001 [2022-03-15 15:53:08 main:484] : INFO : Max Epochs: 2048 [2022-03-15 15:53:08 main:485] : INFO : Batch Size: 128 [2022-03-15 15:53:08 main:486] : INFO : Learning Rate: 0.01 [2022-03-15 15:53:08 main:487] : INFO : Patience: 10 [2022-03-15 15:53:08 main:488] : INFO : Hidden Width: 12 [2022-03-15 15:53:08 main:489] : INFO : # Recurrent Layers: 4 [2022-03-15 15:53:08 main:490] : INFO : # Backend Layers: 4 [2022-03-15 15:53:08 main:491] : INFO : # Threads: 1 [2022-03-15 15:53:08 main:493] : INFO : Preparing Dataset [2022-03-15 15:53:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-15 15:53:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-15 15:53:10 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-15 15:53:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-15 15:53:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-15 15:53:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-15 15:53:10 main:501] : INFO : Creating Model [2022-03-15 15:53:10 main:514] : INFO : Preparing config file [2022-03-15 15:53:10 main:518] : INFO : Found checkpoint, attempting to load... [2022-03-15 15:53:10 main:519] : INFO : Loading config [2022-03-15 15:53:10 main:521] : INFO : Loading state [2022-03-15 15:53:10 main:566] : INFO : Loading DataLoader into Memory [2022-03-15 15:53:10 main:569] : INFO : Starting Training [2022-03-15 15:53:13 main:581] : INFO : Epoch 1740 | loss: 0.0311031 | val_loss: 0.0312808 | Time: 2363.09 ms [2022-03-15 15:53:15 main:581] : INFO : Epoch 1741 | loss: 0.0310423 | val_loss: 0.0313102 | Time: 2017.16 ms [2022-03-15 15:53:17 main:581] : INFO : Epoch 1742 | loss: 0.0310089 | val_loss: 0.0313145 | Time: 2011.27 ms [2022-03-15 15:53:19 main:581] : INFO : Epoch 1743 | loss: 0.0309991 | val_loss: 0.0313476 | Time: 2009.78 ms [2022-03-15 15:53:21 main:581] : INFO : Epoch 1744 | loss: 0.0309969 | val_loss: 0.0313215 | Time: 2007.85 ms [2022-03-15 15:53:23 main:581] : INFO : Epoch 1745 | loss: 0.0309933 | val_loss: 0.0312931 | Time: 2007.14 ms [2022-03-15 15:53:25 main:581] : INFO : Epoch 1746 | loss: 0.0309962 | val_loss: 0.0313242 | Time: 2005.67 ms [2022-03-15 15:53:27 main:581] : INFO : Epoch 1747 | loss: 0.0310047 | val_loss: 0.0313362 | Time: 2009.64 ms [2022-03-15 15:53:29 main:581] : INFO : Epoch 1748 | loss: 0.0309915 | val_loss: 0.0313288 | Time: 1985.45 ms [2022-03-15 15:53:31 main:581] : INFO : Epoch 1749 | loss: 0.0309921 | val_loss: 0.0312881 | Time: 1970.29 ms [2022-03-15 15:53:33 main:581] : INFO : Epoch 1750 | loss: 0.0309959 | val_loss: 0.0313439 | Time: 1969.02 ms [2022-03-15 15:53:35 main:581] : INFO : Epoch 1751 | loss: 0.0310024 | val_loss: 0.0313098 | Time: 1969.79 ms [2022-03-15 15:53:37 main:581] : INFO : Epoch 1752 | loss: 0.0310061 | val_loss: 0.0313586 | Time: 1971.71 ms [2022-03-15 15:53:39 main:581] : INFO : Epoch 1753 | loss: 0.030989 | val_loss: 0.0313384 | Time: 1970.45 ms [2022-03-15 15:53:40 main:581] : INFO : Epoch 1754 | loss: 0.0309876 | val_loss: 0.031376 | Time: 1967.9 ms [2022-03-15 15:53:42 main:581] : INFO : Epoch 1755 | loss: 0.0309915 | val_loss: 0.0313256 | Time: 1969.29 ms [2022-03-15 15:53:44 main:581] : INFO : Epoch 1756 | loss: 0.0309984 | val_loss: 0.0313057 | Time: 1969.34 ms [2022-03-15 15:53:46 main:581] : INFO : Epoch 1757 | loss: 0.0309888 | val_loss: 0.031348 | Time: 1971.05 ms [2022-03-15 15:53:48 main:581] : INFO : Epoch 1758 | loss: 0.0309845 | val_loss: 0.0313515 | Time: 1972.2 ms [2022-03-15 15:53:50 main:581] : INFO : Epoch 1759 | loss: 0.030985 | val_loss: 0.0313314 | Time: 1970.15 ms [2022-03-15 15:53:52 main:581] : INFO : Epoch 1760 | loss: 0.0309897 | val_loss: 0.0313399 | Time: 1967.97 ms [2022-03-15 15:53:54 main:581] : INFO : Epoch 1761 | loss: 0.0309975 | val_loss: 0.03133 | Time: 1968.65 ms [2022-03-15 15:53:56 main:581] : INFO : Epoch 1762 | loss: 0.0310049 | val_loss: 0.0313356 | Time: 1970.61 ms [2022-03-15 15:53:58 main:581] : INFO : Epoch 1763 | loss: 0.0309964 | val_loss: 0.0313576 | Time: 1970.97 ms [2022-03-15 15:54:01 main:581] : INFO : Epoch 1764 | loss: 0.0309972 | val_loss: 0.0313154 | Time: 2343.34 ms [2022-03-15 15:54:03 main:581] : INFO : Epoch 1765 | loss: 0.0309979 | val_loss: 0.0313491 | Time: 2052.58 ms [2022-03-15 15:54:05 main:581] : INFO : Epoch 1766 | loss: 0.0309925 | val_loss: 0.0313065 | Time: 2005.28 ms [2022-03-15 15:54:07 main:581] : INFO : Epoch 1767 | loss: 0.0309894 | val_loss: 0.0313364 | Time: 1977.13 ms [2022-03-15 15:54:09 main:581] : INFO : Epoch 1768 | loss: 0.0309898 | val_loss: 0.0313191 | Time: 1970.98 ms [2022-03-15 15:54:11 main:581] : INFO : Epoch 1769 | loss: 0.0309868 | val_loss: 0.0313337 | Time: 1968.07 ms [2022-03-15 15:54:13 main:581] : INFO : Epoch 1770 | loss: 0.0309817 | val_loss: 0.0313787 | Time: 1967.78 ms [2022-03-15 15:54:14 main:581] : INFO : Epoch 1771 | loss: 0.0309843 | val_loss: 0.0313476 | Time: 1969.43 ms [2022-03-15 15:54:16 main:581] : INFO : Epoch 1772 | loss: 0.0309806 | val_loss: 0.0313595 | Time: 1972.5 ms [2022-03-15 15:54:18 main:581] : INFO : Epoch 1773 | loss: 0.030996 | val_loss: 0.0313613 | Time: 1967.64 ms [2022-03-15 15:54:20 main:581] : INFO : Epoch 1774 | loss: 0.0309911 | val_loss: 0.0313147 | Time: 1972.11 ms [2022-03-15 15:54:22 main:581] : INFO : Epoch 1775 | loss: 0.0309909 | val_loss: 0.0313439 | Time: 1968.46 ms [2022-03-15 15:54:24 main:581] : INFO : Epoch 1776 | loss: 0.0309896 | val_loss: 0.0313014 | Time: 1967.54 ms [2022-03-15 15:54:26 main:581] : INFO : Epoch 1777 | loss: 0.0309833 | val_loss: 0.0313216 | Time: 1969.34 ms [2022-03-15 15:54:28 main:581] : INFO : Epoch 1778 | loss: 0.0309816 | val_loss: 0.0313326 | Time: 1966.93 ms [2022-03-15 15:54:30 main:581] : INFO : Epoch 1779 | loss: 0.0309877 | val_loss: 0.03132 | Time: 1970.88 ms [2022-03-15 15:54:32 main:581] : INFO : Epoch 1780 | loss: 0.0309889 | val_loss: 0.0313269 | Time: 1991.58 ms [2022-03-15 15:54:34 main:581] : INFO : Epoch 1781 | loss: 0.0309958 | val_loss: 0.0312891 | Time: 1968.16 ms [2022-03-15 15:54:36 main:581] : INFO : Epoch 1782 | loss: 0.0310053 | val_loss: 0.0313327 | Time: 1969.86 ms [2022-03-15 15:54:38 main:581] : INFO : Epoch 1783 | loss: 0.0310083 | val_loss: 0.0312935 | Time: 1967.83 ms [2022-03-15 15:54:40 main:581] : INFO : Epoch 1784 | loss: 0.0309896 | val_loss: 0.0313602 | Time: 1967.54 ms [2022-03-15 15:54:42 main:581] : INFO : Epoch 1785 | loss: 0.0309883 | val_loss: 0.0313396 | Time: 1985.9 ms [2022-03-15 15:54:44 main:581] : INFO : Epoch 1786 | loss: 0.0309887 | val_loss: 0.0313708 | Time: 1968.79 ms [2022-03-15 15:54:46 main:581] : INFO : Epoch 1787 | loss: 0.0310119 | val_loss: 0.0312983 | Time: 1970.52 ms [2022-03-15 15:54:48 main:581] : INFO : Epoch 1788 | loss: 0.0309921 | val_loss: 0.0313448 | Time: 1965.96 ms [2022-03-15 15:54:50 main:581] : INFO : Epoch 1789 | loss: 0.0309838 | val_loss: 0.0313511 | Time: 1970.79 ms [2022-03-15 15:54:52 main:581] : INFO : Epoch 1790 | loss: 0.030992 | val_loss: 0.031329 | Time: 1968.04 ms [2022-03-15 15:54:54 main:581] : INFO : Epoch 1791 | loss: 0.0309854 | val_loss: 0.0313393 | Time: 1968.43 ms [2022-03-15 15:54:56 main:581] : INFO : Epoch 1792 | loss: 0.0309871 | val_loss: 0.0313069 | Time: 1968.01 ms [2022-03-15 15:54:58 main:581] : INFO : Epoch 1793 | loss: 0.0309941 | val_loss: 0.0313369 | Time: 1969.54 ms [2022-03-15 15:55:00 main:581] : INFO : Epoch 1794 | loss: 0.0309914 | val_loss: 0.0313315 | Time: 2028.48 ms [2022-03-15 15:55:02 main:581] : INFO : Epoch 1795 | loss: 0.0309872 | val_loss: 0.0313351 | Time: 2353.79 ms [2022-03-15 15:55:04 main:581] : INFO : Epoch 1796 | loss: 0.0309904 | val_loss: 0.0313622 | Time: 1969.3 ms [2022-03-15 15:55:06 main:581] : INFO : Epoch 1797 | loss: 0.0309863 | val_loss: 0.0313336 | Time: 1972.41 ms [2022-03-15 15:55:08 main:581] : INFO : Epoch 1798 | loss: 0.0309895 | val_loss: 0.0313207 | Time: 1969.82 ms [2022-03-15 15:55:10 main:581] : INFO : Epoch 1799 | loss: 0.0309893 | val_loss: 0.0313236 | Time: 1971.32 ms [2022-03-15 15:55:12 main:581] : INFO : Epoch 1800 | loss: 0.0309853 | val_loss: 0.0313234 | Time: 1966.54 ms [2022-03-15 15:55:14 main:581] : INFO : Epoch 1801 | loss: 0.0309798 | val_loss: 0.031325 | Time: 1968.38 ms [2022-03-15 15:55:16 main:581] : INFO : Epoch 1802 | loss: 0.0309852 | val_loss: 0.0313579 | Time: 1967.81 ms [2022-03-15 15:55:18 main:581] : INFO : Epoch 1803 | loss: 0.0309786 | val_loss: 0.0313395 | Time: 1969.81 ms [2022-03-15 15:55:20 main:581] : INFO : Epoch 1804 | loss: 0.0309918 | val_loss: 0.0313684 | Time: 1971.26 ms [2022-03-15 15:55:22 main:581] : INFO : Epoch 1805 | loss: 0.0309887 | val_loss: 0.0313076 | Time: 1967.35 ms [2022-03-15 15:55:24 main:581] : INFO : Epoch 1806 | loss: 0.0309869 | val_loss: 0.0313212 | Time: 1967.45 ms [2022-03-15 15:55:26 main:581] : INFO : Epoch 1807 | loss: 0.0309854 | val_loss: 0.0313292 | Time: 1967.42 ms [2022-03-15 15:55:28 main:581] : INFO : Epoch 1808 | loss: 0.030985 | val_loss: 0.0313345 | Time: 1968.92 ms [2022-03-15 15:55:30 main:581] : INFO : Epoch 1809 | loss: 0.030986 | val_loss: 0.0313364 | Time: 1967.96 ms [2022-03-15 15:55:32 main:581] : INFO : Epoch 1810 | loss: 0.0309902 | val_loss: 0.031319 | Time: 1970.66 ms [2022-03-15 15:55:34 main:581] : INFO : Epoch 1811 | loss: 0.0309995 | val_loss: 0.0313319 | Time: 1967.05 ms [2022-03-15 15:55:36 main:581] : INFO : Epoch 1812 | loss: 0.0309913 | val_loss: 0.0313187 | Time: 1969.66 ms [2022-03-15 15:55:38 main:581] : INFO : Epoch 1813 | loss: 0.030988 | val_loss: 0.0312911 | Time: 1969.87 ms [2022-03-15 15:55:40 main:581] : INFO : Epoch 1814 | loss: 0.0309915 | val_loss: 0.0313477 | Time: 1966.93 ms [2022-03-15 15:55:42 main:581] : INFO : Epoch 1815 | loss: 0.0309844 | val_loss: 0.031313 | Time: 1969.89 ms [2022-03-15 15:55:44 main:581] : INFO : Epoch 1816 | loss: 0.0309893 | val_loss: 0.0313227 | Time: 1968.87 ms [2022-03-15 15:55:46 main:581] : INFO : Epoch 1817 | loss: 0.0309924 | val_loss: 0.0313093 | Time: 1968.21 ms [2022-03-15 15:55:48 main:581] : INFO : Epoch 1818 | loss: 0.030995 | val_loss: 0.0313214 | Time: 1970.28 ms [2022-03-15 15:55:49 main:581] : INFO : Epoch 1819 | loss: 0.0310045 | val_loss: 0.0313218 | Time: 1966.54 ms [2022-03-15 15:55:51 main:581] : INFO : Epoch 1820 | loss: 0.0309882 | val_loss: 0.0313486 | Time: 1969.79 ms [2022-03-15 15:55:53 main:581] : INFO : Epoch 1821 | loss: 0.03099 | val_loss: 0.0313094 | Time: 1967.12 ms [2022-03-15 15:55:55 main:581] : INFO : Epoch 1822 | loss: 0.0309992 | val_loss: 0.0313666 | Time: 1966.88 ms [2022-03-15 15:55:57 main:581] : INFO : Epoch 1823 | loss: 0.0309992 | val_loss: 0.031345 | Time: 1969.56 ms [2022-03-15 15:55:59 main:581] : INFO : Epoch 1824 | loss: 0.0309963 | val_loss: 0.0313187 | Time: 1969.58 ms [2022-03-15 15:56:01 main:581] : INFO : Epoch 1825 | loss: 0.0309856 | val_loss: 0.0313183 | Time: 2022.78 ms [2022-03-15 15:56:03 main:581] : INFO : Epoch 1826 | loss: 0.0309903 | val_loss: 0.0313402 | Time: 1969.1 ms [2022-03-15 15:56:05 main:581] : INFO : Epoch 1827 | loss: 0.0309904 | val_loss: 0.0313066 | Time: 1969.43 ms [2022-03-15 15:56:07 main:581] : INFO : Epoch 1828 | loss: 0.0309955 | val_loss: 0.0313431 | Time: 1971.27 ms [2022-03-15 15:56:09 main:581] : INFO : Epoch 1829 | loss: 0.0309868 | val_loss: 0.0313324 | Time: 1969.29 ms [2022-03-15 15:56:11 main:581] : INFO : Epoch 1830 | loss: 0.0309846 | val_loss: 0.0313223 | Time: 1971.04 ms [2022-03-15 15:56:13 main:581] : INFO : Epoch 1831 | loss: 0.030988 | val_loss: 0.0313134 | Time: 1969.31 ms [2022-03-15 15:56:15 main:581] : INFO : Epoch 1832 | loss: 0.0309871 | val_loss: 0.0313474 | Time: 1967.33 ms [2022-03-15 15:56:17 main:581] : INFO : Epoch 1833 | loss: 0.0309891 | val_loss: 0.0313407 | Time: 1970.08 ms [2022-03-15 15:56:19 main:581] : INFO : Epoch 1834 | loss: 0.0309878 | val_loss: 0.0313262 | Time: 1967.74 ms [2022-03-15 15:56:21 main:581] : INFO : Epoch 1835 | loss: 0.03099 | val_loss: 0.0313132 | Time: 1968.22 ms [2022-03-15 15:56:23 main:581] : INFO : Epoch 1836 | loss: 0.0309951 | val_loss: 0.0313536 | Time: 1968.22 ms [2022-03-15 15:56:25 main:581] : INFO : Epoch 1837 | loss: 0.0309928 | val_loss: 0.0313285 | Time: 1968.55 ms [2022-03-15 15:56:27 main:581] : INFO : Epoch 1838 | loss: 0.0309779 | val_loss: 0.0313433 | Time: 1971.17 ms [2022-03-15 15:56:29 main:581] : INFO : Epoch 1839 | loss: 0.0309906 | val_loss: 0.0313679 | Time: 1970.5 ms [2022-03-15 15:56:31 main:581] : INFO : Epoch 1840 | loss: 0.0309917 | val_loss: 0.0313683 | Time: 1969.64 ms [2022-03-15 15:56:33 main:581] : INFO : Epoch 1841 | loss: 0.0310017 | val_loss: 0.0313152 | Time: 1970.45 ms [2022-03-15 15:56:35 main:581] : INFO : Epoch 1842 | loss: 0.0309944 | val_loss: 0.0313619 | Time: 1969.58 ms [2022-03-15 15:56:37 main:581] : INFO : Epoch 1843 | loss: 0.0309832 | val_loss: 0.0313381 | Time: 1969.95 ms [2022-03-15 15:56:39 main:581] : INFO : Epoch 1844 | loss: 0.030987 | val_loss: 0.031316 | Time: 1968.52 ms [2022-03-15 15:56:41 main:581] : INFO : Epoch 1845 | loss: 0.0309865 | val_loss: 0.0313242 | Time: 1967.8 ms [2022-03-15 15:56:43 main:581] : INFO : Epoch 1846 | loss: 0.0309865 | val_loss: 0.0313492 | Time: 1971.11 ms [2022-03-15 15:56:45 main:581] : INFO : Epoch 1847 | loss: 0.0309881 | val_loss: 0.0313063 | Time: 1970.3 ms [2022-03-15 15:56:47 main:581] : INFO : Epoch 1848 | loss: 0.0309921 | val_loss: 0.0313402 | Time: 1970.33 ms [2022-03-15 15:56:49 main:581] : INFO : Epoch 1849 | loss: 0.030986 | val_loss: 0.0313172 | Time: 1967.91 ms [2022-03-15 15:56:51 main:581] : INFO : Epoch 1850 | loss: 0.0309907 | val_loss: 0.0313562 | Time: 1968.63 ms [2022-03-15 15:56:53 main:581] : INFO : Epoch 1851 | loss: 0.0309941 | val_loss: 0.0313318 | Time: 1970.29 ms [2022-03-15 15:56:55 main:581] : INFO : Epoch 1852 | loss: 0.0309992 | val_loss: 0.0312986 | Time: 1967.81 ms [2022-03-15 15:56:57 main:581] : INFO : Epoch 1853 | loss: 0.0309994 | val_loss: 0.0313091 | Time: 1968.22 ms [2022-03-15 15:56:58 main:581] : INFO : Epoch 1854 | loss: 0.0309962 | val_loss: 0.031333 | Time: 1970.73 ms [2022-03-15 15:57:01 main:581] : INFO : Epoch 1855 | loss: 0.0309921 | val_loss: 0.0313584 | Time: 2321.73 ms [2022-03-15 15:57:04 main:581] : INFO : Epoch 1856 | loss: 0.0309965 | val_loss: 0.0313217 | Time: 3255.84 ms [2022-03-15 15:57:07 main:581] : INFO : Epoch 1857 | loss: 0.0309948 | val_loss: 0.0313483 | Time: 2605.45 ms [2022-03-15 15:57:09 main:581] : INFO : Epoch 1858 | loss: 0.030997 | val_loss: 0.0313498 | Time: 1969.99 ms [2022-03-15 15:57:11 main:581] : INFO : Epoch 1859 | loss: 0.0309863 | val_loss: 0.0313413 | Time: 1967.28 ms [2022-03-15 15:57:13 main:581] : INFO : Epoch 1860 | loss: 0.0309873 | val_loss: 0.0313811 | Time: 1970.65 ms [2022-03-15 15:57:15 main:581] : INFO : Epoch 1861 | loss: 0.0309889 | val_loss: 0.0313206 | Time: 1968.19 ms [2022-03-15 15:57:17 main:581] : INFO : Epoch 1862 | loss: 0.0309916 | val_loss: 0.0313494 | Time: 1969.16 ms [2022-03-15 15:57:18 main:581] : INFO : Epoch 1863 | loss: 0.0309906 | val_loss: 0.0313332 | Time: 1971.16 ms [2022-03-15 15:57:20 main:581] : INFO : Epoch 1864 | loss: 0.0309843 | val_loss: 0.0313352 | Time: 1968.31 ms [2022-03-15 15:57:22 main:581] : INFO : Epoch 1865 | loss: 0.030993 | val_loss: 0.0313135 | Time: 1968.65 ms [2022-03-15 15:57:24 main:581] : INFO : Epoch 1866 | loss: 0.0310001 | val_loss: 0.0313015 | Time: 1970.43 ms [2022-03-15 15:57:26 main:581] : INFO : Epoch 1867 | loss: 0.0309925 | val_loss: 0.0312899 | Time: 1968.62 ms [2022-03-15 15:57:28 main:581] : INFO : Epoch 1868 | loss: 0.0309923 | val_loss: 0.0313022 | Time: 1973.31 ms [2022-03-15 15:57:30 main:581] : INFO : Epoch 1869 | loss: 0.0309882 | val_loss: 0.0313535 | Time: 1969 ms [2022-03-15 15:57:32 main:581] : INFO : Epoch 1870 | loss: 0.0309884 | val_loss: 0.0313355 | Time: 1968.69 ms [2022-03-15 15:57:34 main:581] : INFO : Epoch 1871 | loss: 0.0309876 | val_loss: 0.0313172 | Time: 1971.47 ms [2022-03-15 15:57:36 main:581] : INFO : Epoch 1872 | loss: 0.0309977 | val_loss: 0.0313379 | Time: 1968.35 ms [2022-03-15 15:57:38 main:581] : INFO : Epoch 1873 | loss: 0.030986 | val_loss: 0.0313221 | Time: 1970.2 ms [2022-03-15 15:57:40 main:581] : INFO : Epoch 1874 | loss: 0.0309895 | val_loss: 0.0313158 | Time: 1967.93 ms [2022-03-15 15:57:42 main:581] : INFO : Epoch 1875 | loss: 0.0309936 | val_loss: 0.0312963 | Time: 1968.04 ms [2022-03-15 15:57:44 main:581] : INFO : Epoch 1876 | loss: 0.0309849 | val_loss: 0.0313267 | Time: 1969.54 ms [2022-03-15 15:57:46 main:581] : INFO : Epoch 1877 | loss: 0.0309901 | val_loss: 0.0313153 | Time: 1969.67 ms [2022-03-15 15:57:48 main:581] : INFO : Epoch 1878 | loss: 0.0309866 | val_loss: 0.0313508 | Time: 1970.2 ms [2022-03-15 15:57:50 main:581] : INFO : Epoch 1879 | loss: 0.0309911 | val_loss: 0.0313734 | Time: 1970.62 ms [2022-03-15 15:57:52 main:581] : INFO : Epoch 1880 | loss: 0.0309915 | val_loss: 0.0313497 | Time: 1969.3 ms [2022-03-15 15:57:54 main:581] : INFO : Epoch 1881 | loss: 0.0309956 | val_loss: 0.0312984 | Time: 1969.62 ms [2022-03-15 15:57:56 main:581] : INFO : Epoch 1882 | loss: 0.0309854 | val_loss: 0.031343 | Time: 1968.32 ms [2022-03-15 15:57:58 main:581] : INFO : Epoch 1883 | loss: 0.0309893 | val_loss: 0.0313402 | Time: 1969.87 ms [2022-03-15 15:58:00 main:581] : INFO : Epoch 1884 | loss: 0.030992 | val_loss: 0.0313426 | Time: 1966.34 ms [2022-03-15 15:58:03 main:581] : INFO : Epoch 1885 | loss: 0.0309924 | val_loss: 0.0313286 | Time: 3140.75 ms [2022-03-15 15:58:06 main:581] : INFO : Epoch 1886 | loss: 0.0309867 | val_loss: 0.0313026 | Time: 3283.69 ms [2022-03-15 15:58:08 main:581] : INFO : Epoch 1887 | loss: 0.0309859 | val_loss: 0.0313511 | Time: 2084.04 ms [2022-03-15 15:58:10 main:581] : INFO : Epoch 1888 | loss: 0.0309822 | val_loss: 0.0313435 | Time: 1968.45 ms [2022-03-15 15:58:12 main:581] : INFO : Epoch 1889 | loss: 0.0309834 | val_loss: 0.0312877 | Time: 1966.37 ms [2022-03-15 15:58:14 main:581] : INFO : Epoch 1890 | loss: 0.0309977 | val_loss: 0.0313211 | Time: 1969.54 ms [2022-03-15 15:58:16 main:581] : INFO : Epoch 1891 | loss: 0.0309947 | val_loss: 0.031338 | Time: 1968.08 ms [2022-03-15 15:58:18 main:581] : INFO : Epoch 1892 | loss: 0.0309854 | val_loss: 0.0313324 | Time: 1970.68 ms [2022-03-15 15:58:20 main:581] : INFO : Epoch 1893 | loss: 0.0309793 | val_loss: 0.0313278 | Time: 1967.71 ms [2022-03-15 15:58:22 main:581] : INFO : Epoch 1894 | loss: 0.0309802 | val_loss: 0.0313367 | Time: 1967.99 ms [2022-03-15 15:58:24 main:581] : INFO : Epoch 1895 | loss: 0.0309917 | val_loss: 0.0313573 | Time: 1967.33 ms [2022-03-15 15:58:26 main:581] : INFO : Epoch 1896 | loss: 0.0309838 | val_loss: 0.0313598 | Time: 1968.01 ms [2022-03-15 15:58:28 main:581] : INFO : Epoch 1897 | loss: 0.0310008 | val_loss: 0.0312977 | Time: 1970.29 ms [2022-03-15 15:58:30 main:581] : INFO : Epoch 1898 | loss: 0.0310014 | val_loss: 0.0313303 | Time: 1967.41 ms [2022-03-15 15:58:32 main:581] : INFO : Epoch 1899 | loss: 0.0309949 | val_loss: 0.0313275 | Time: 1967.43 ms [2022-03-15 15:58:34 main:581] : INFO : Epoch 1900 | loss: 0.030997 | val_loss: 0.0313615 | Time: 1968.87 ms [2022-03-15 15:58:36 main:581] : INFO : Epoch 1901 | loss: 0.0309951 | val_loss: 0.0313623 | Time: 1969.75 ms [2022-03-15 15:58:38 main:581] : INFO : Epoch 1902 | loss: 0.0309877 | val_loss: 0.0313075 | Time: 1971.17 ms [2022-03-15 15:58:40 main:581] : INFO : Epoch 1903 | loss: 0.0309936 | val_loss: 0.0313461 | Time: 1969.21 ms [2022-03-15 15:58:42 main:581] : INFO : Epoch 1904 | loss: 0.0309848 | val_loss: 0.0313464 | Time: 1969.04 ms [2022-03-15 15:58:44 main:581] : INFO : Epoch 1905 | loss: 0.0309811 | val_loss: 0.0313466 | Time: 1967.68 ms [2022-03-15 15:58:46 main:581] : INFO : Epoch 1906 | loss: 0.0309764 | val_loss: 0.0313379 | Time: 1968.52 ms [2022-03-15 15:58:48 main:581] : INFO : Epoch 1907 | loss: 0.0309803 | val_loss: 0.0313521 | Time: 1968.82 ms [2022-03-15 15:58:50 main:581] : INFO : Epoch 1908 | loss: 0.0309855 | val_loss: 0.0313494 | Time: 1968.51 ms [2022-03-15 15:58:52 main:581] : INFO : Epoch 1909 | loss: 0.0309826 | val_loss: 0.0313366 | Time: 1968.04 ms [2022-03-15 15:58:54 main:581] : INFO : Epoch 1910 | loss: 0.0309903 | val_loss: 0.0313186 | Time: 1969.01 ms [2022-03-15 15:58:56 main:581] : INFO : Epoch 1911 | loss: 0.0309973 | val_loss: 0.0313304 | Time: 1970.71 ms [2022-03-15 15:58:58 main:581] : INFO : Epoch 1912 | loss: 0.0309957 | val_loss: 0.0313191 | Time: 1971.51 ms [2022-03-15 15:59:00 main:581] : INFO : Epoch 1913 | loss: 0.0310068 | val_loss: 0.0313036 | Time: 1966.81 ms [2022-03-15 15:59:02 main:581] : INFO : Epoch 1914 | loss: 0.0310065 | val_loss: 0.0313149 | Time: 2896.06 ms [2022-03-15 15:59:06 main:581] : INFO : Epoch 1915 | loss: 0.0309953 | val_loss: 0.031345 | Time: 3290.59 ms [2022-03-15 15:59:09 main:581] : INFO : Epoch 1916 | loss: 0.030984 | val_loss: 0.0313503 | Time: 3274 ms [2022-03-15 15:59:12 main:581] : INFO : Epoch 1917 | loss: 0.0309827 | val_loss: 0.0312972 | Time: 3251.18 ms [2022-03-15 15:59:14 main:581] : INFO : Epoch 1918 | loss: 0.0309891 | val_loss: 0.0313642 | Time: 2098.04 ms [2022-03-15 15:59:16 main:581] : INFO : Epoch 1919 | loss: 0.0309817 | val_loss: 0.0313016 | Time: 1970.34 ms [2022-03-15 15:59:18 main:581] : INFO : Epoch 1920 | loss: 0.0310006 | val_loss: 0.031297 | Time: 1971.17 ms [2022-03-15 15:59:20 main:581] : INFO : Epoch 1921 | loss: 0.0310183 | val_loss: 0.0312913 | Time: 1967.48 ms [2022-03-15 15:59:22 main:581] : INFO : Epoch 1922 | loss: 0.0309996 | val_loss: 0.0313262 | Time: 1968.06 ms [2022-03-15 15:59:24 main:581] : INFO : Epoch 1923 | loss: 0.0309959 | val_loss: 0.0314017 | Time: 1968.18 ms [2022-03-15 15:59:26 main:581] : INFO : Epoch 1924 | loss: 0.0310009 | val_loss: 0.0313876 | Time: 1971.37 ms [2022-03-15 15:59:28 main:581] : INFO : Epoch 1925 | loss: 0.030985 | val_loss: 0.0313364 | Time: 1969.5 ms [2022-03-15 15:59:30 main:581] : INFO : Epoch 1926 | loss: 0.0309828 | val_loss: 0.0313489 | Time: 1967.18 ms [2022-03-15 15:59:32 main:581] : INFO : Epoch 1927 | loss: 0.0309853 | val_loss: 0.0313292 | Time: 1969.94 ms [2022-03-15 15:59:34 main:581] : INFO : Epoch 1928 | loss: 0.0309969 | val_loss: 0.0313163 | Time: 1967.49 ms [2022-03-15 15:59:36 main:581] : INFO : Epoch 1929 | loss: 0.0310065 | val_loss: 0.0313061 | Time: 1970.44 ms [2022-03-15 15:59:38 main:581] : INFO : Epoch 1930 | loss: 0.031006 | val_loss: 0.0313453 | Time: 1972.04 ms [2022-03-15 15:59:40 main:581] : INFO : Epoch 1931 | loss: 0.0309909 | val_loss: 0.0313353 | Time: 1967.63 ms [2022-03-15 15:59:42 main:581] : INFO : Epoch 1932 | loss: 0.0309981 | val_loss: 0.0312998 | Time: 1968.59 ms [2022-03-15 15:59:44 main:581] : INFO : Epoch 1933 | loss: 0.0309953 | val_loss: 0.0313028 | Time: 1967.94 ms [2022-03-15 15:59:46 main:581] : INFO : Epoch 1934 | loss: 0.0309918 | val_loss: 0.0313334 | Time: 1967.74 ms [2022-03-15 15:59:48 main:581] : INFO : Epoch 1935 | loss: 0.0309838 | val_loss: 0.0313214 | Time: 1971.08 ms [2022-03-15 15:59:50 main:581] : INFO : Epoch 1936 | loss: 0.0309872 | val_loss: 0.0312985 | Time: 1968.15 ms [2022-03-15 15:59:52 main:581] : INFO : Epoch 1937 | loss: 0.0309987 | val_loss: 0.0313237 | Time: 1967.98 ms [2022-03-15 15:59:54 main:581] : INFO : Epoch 1938 | loss: 0.0309896 | val_loss: 0.0313786 | Time: 1969.67 ms [2022-03-15 15:59:56 main:581] : INFO : Epoch 1939 | loss: 0.0309931 | val_loss: 0.0313302 | Time: 1969.02 ms [2022-03-15 15:59:58 main:581] : INFO : Epoch 1940 | loss: 0.0309995 | val_loss: 0.0313056 | Time: 1974.13 ms [2022-03-15 16:00:00 main:581] : INFO : Epoch 1941 | loss: 0.0309904 | val_loss: 0.0313301 | Time: 1968.05 ms [2022-03-15 16:00:03 main:581] : INFO : Epoch 1942 | loss: 0.0309784 | val_loss: 0.0313397 | Time: 2877.15 ms [2022-03-15 16:00:05 main:581] : INFO : Epoch 1943 | loss: 0.0309881 | val_loss: 0.0313725 | Time: 2840.37 ms [2022-03-15 16:00:07 main:581] : INFO : Epoch 1944 | loss: 0.0309996 | val_loss: 0.0313474 | Time: 1969.65 ms [2022-03-15 16:00:09 main:581] : INFO : Epoch 1945 | loss: 0.0309924 | val_loss: 0.0313454 | Time: 1969 ms [2022-03-15 16:00:11 main:581] : INFO : Epoch 1946 | loss: 0.0309884 | val_loss: 0.0313692 | Time: 1967.84 ms [2022-03-15 16:00:13 main:581] : INFO : Epoch 1947 | loss: 0.0309817 | val_loss: 0.0313551 | Time: 1968.69 ms [2022-03-15 16:00:15 main:581] : INFO : Epoch 1948 | loss: 0.0309856 | val_loss: 0.0313065 | Time: 1968.27 ms [2022-03-15 16:00:17 main:581] : INFO : Epoch 1949 | loss: 0.0309891 | val_loss: 0.0313291 | Time: 1970.02 ms [2022-03-15 16:00:19 main:581] : INFO : Epoch 1950 | loss: 0.0309845 | val_loss: 0.0313455 | Time: 1971.41 ms [2022-03-15 16:00:21 main:581] : INFO : Epoch 1951 | loss: 0.030979 | val_loss: 0.0313457 | Time: 1968.67 ms [2022-03-15 16:00:23 main:581] : INFO : Epoch 1952 | loss: 0.030991 | val_loss: 0.0313194 | Time: 1968.48 ms [2022-03-15 16:00:25 main:581] : INFO : Epoch 1953 | loss: 0.0309839 | val_loss: 0.0313598 | Time: 1968.79 ms [2022-03-15 16:00:27 main:581] : INFO : Epoch 1954 | loss: 0.0309962 | val_loss: 0.0313342 | Time: 1968.53 ms [2022-03-15 16:00:29 main:581] : INFO : Epoch 1955 | loss: 0.0310113 | val_loss: 0.0313474 | Time: 1972.43 ms [2022-03-15 16:00:31 main:581] : INFO : Epoch 1956 | loss: 0.0309967 | val_loss: 0.031353 | Time: 1967.5 ms [2022-03-15 16:00:33 main:581] : INFO : Epoch 1957 | loss: 0.0309909 | val_loss: 0.0313421 | Time: 1969.24 ms [2022-03-15 16:00:35 main:581] : INFO : Epoch 1958 | loss: 0.0309934 | val_loss: 0.0313045 | Time: 1969.93 ms [2022-03-15 16:00:37 main:581] : INFO : Epoch 1959 | loss: 0.0309991 | val_loss: 0.0313432 | Time: 1967.34 ms [2022-03-15 16:00:39 main:581] : INFO : Epoch 1960 | loss: 0.030989 | val_loss: 0.0313077 | Time: 1971.43 ms [2022-03-15 16:00:41 main:581] : INFO : Epoch 1961 | loss: 0.0309972 | val_loss: 0.0313249 | Time: 1969.61 ms [2022-03-15 16:00:43 main:581] : INFO : Epoch 1962 | loss: 0.0309904 | val_loss: 0.0313421 | Time: 1968.32 ms [2022-03-15 16:00:45 main:581] : INFO : Epoch 1963 | loss: 0.0309821 | val_loss: 0.0313356 | Time: 1968.14 ms [2022-03-15 16:00:47 main:581] : INFO : Epoch 1964 | loss: 0.0309789 | val_loss: 0.0313257 | Time: 1967.4 ms [2022-03-15 16:00:49 main:581] : INFO : Epoch 1965 | loss: 0.0309969 | val_loss: 0.0313231 | Time: 1971.8 ms [2022-03-15 16:00:51 main:581] : INFO : Epoch 1966 | loss: 0.0309925 | val_loss: 0.0313406 | Time: 1967.47 ms [2022-03-15 16:00:53 main:581] : INFO : Epoch 1967 | loss: 0.0309905 | val_loss: 0.0313203 | Time: 1967.5 ms [2022-03-15 16:00:55 main:581] : INFO : Epoch 1968 | loss: 0.0309843 | val_loss: 0.0313491 | Time: 1968.55 ms [2022-03-15 16:00:57 main:581] : INFO : Epoch 1969 | loss: 0.0309859 | val_loss: 0.0312764 | Time: 1968.34 ms [2022-03-15 16:00:59 main:581] : INFO : Epoch 1970 | loss: 0.0309968 | val_loss: 0.0313098 | Time: 1971.95 ms [2022-03-15 16:01:01 main:581] : INFO : Epoch 1971 | loss: 0.0309932 | val_loss: 0.0313675 | Time: 2113.19 ms [2022-03-15 16:01:03 main:581] : INFO : Epoch 1972 | loss: 0.0309919 | val_loss: 0.0313152 | Time: 2007.57 ms [2022-03-15 16:01:05 main:581] : INFO : Epoch 1973 | loss: 0.0309957 | val_loss: 0.0313141 | Time: 1967.99 ms [2022-03-15 16:01:07 main:581] : INFO : Epoch 1974 | loss: 0.0309979 | val_loss: 0.031308 | Time: 1967.04 ms [2022-03-15 16:01:09 main:581] : INFO : Epoch 1975 | loss: 0.0309884 | val_loss: 0.0313688 | Time: 1972.12 ms [2022-03-15 16:01:11 main:581] : INFO : Epoch 1976 | loss: 0.0309812 | val_loss: 0.0313286 | Time: 1968.57 ms [2022-03-15 16:01:13 main:581] : INFO : Epoch 1977 | loss: 0.0309895 | val_loss: 0.0313632 | Time: 1968.9 ms [2022-03-15 16:01:14 main:581] : INFO : Epoch 1978 | loss: 0.0309907 | val_loss: 0.0313403 | Time: 1967.57 ms [2022-03-15 16:01:16 main:581] : INFO : Epoch 1979 | loss: 0.0309827 | val_loss: 0.0313438 | Time: 1967.78 ms [2022-03-15 16:01:18 main:581] : INFO : Epoch 1980 | loss: 0.030984 | val_loss: 0.0313391 | Time: 1970.85 ms [2022-03-15 16:01:20 main:581] : INFO : Epoch 1981 | loss: 0.0309933 | val_loss: 0.0313521 | Time: 1967.78 ms [2022-03-15 16:01:22 main:581] : INFO : Epoch 1982 | loss: 0.0309851 | val_loss: 0.0313392 | Time: 1967.95 ms [2022-03-15 16:01:24 main:581] : INFO : Epoch 1983 | loss: 0.0309884 | val_loss: 0.0313397 | Time: 1967.65 ms [2022-03-15 16:01:26 main:581] : INFO : Epoch 1984 | loss: 0.0309882 | val_loss: 0.0313344 | Time: 1969.78 ms [2022-03-15 16:01:28 main:581] : INFO : Epoch 1985 | loss: 0.0309889 | val_loss: 0.031336 | Time: 1970.92 ms [2022-03-15 16:01:30 main:581] : INFO : Epoch 1986 | loss: 0.0309824 | val_loss: 0.0313608 | Time: 1971.35 ms [2022-03-15 16:01:32 main:581] : INFO : Epoch 1987 | loss: 0.0309867 | val_loss: 0.0313567 | Time: 1968.37 ms [2022-03-15 16:01:34 main:581] : INFO : Epoch 1988 | loss: 0.0309871 | val_loss: 0.0313205 | Time: 1967.95 ms [2022-03-15 16:01:36 main:581] : INFO : Epoch 1989 | loss: 0.0309823 | val_loss: 0.0313542 | Time: 1966.73 ms [2022-03-15 16:01:38 main:581] : INFO : Epoch 1990 | loss: 0.0309828 | val_loss: 0.0312954 | Time: 1968.86 ms [2022-03-15 16:01:40 main:581] : INFO : Epoch 1991 | loss: 0.0309886 | val_loss: 0.0313498 | Time: 1969.38 ms [2022-03-15 16:01:42 main:581] : INFO : Epoch 1992 | loss: 0.0309866 | val_loss: 0.0313204 | Time: 1966.84 ms [2022-03-15 16:01:44 main:581] : INFO : Epoch 1993 | loss: 0.0309887 | val_loss: 0.0313795 | Time: 1967.56 ms [2022-03-15 16:01:46 main:581] : INFO : Epoch 1994 | loss: 0.0309854 | val_loss: 0.0313401 | Time: 1966.62 ms [2022-03-15 16:01:48 main:581] : INFO : Epoch 1995 | loss: 0.0309928 | val_loss: 0.0312979 | Time: 1967.58 ms [2022-03-15 16:01:50 main:581] : INFO : Epoch 1996 | loss: 0.0310955 | val_loss: 0.0312336 | Time: 1969.12 ms [2022-03-15 16:01:52 main:581] : INFO : Epoch 1997 | loss: 0.0311474 | val_loss: 0.03131 | Time: 1965.84 ms [2022-03-15 16:01:54 main:581] : INFO : Epoch 1998 | loss: 0.0311038 | val_loss: 0.0312764 | Time: 1966.83 ms [2022-03-15 16:01:56 main:581] : INFO : Epoch 1999 | loss: 0.0310396 | val_loss: 0.0313056 | Time: 1968.15 ms [2022-03-15 16:01:58 main:581] : INFO : Epoch 2000 | loss: 0.0310135 | val_loss: 0.0312921 | Time: 1968.19 ms [2022-03-15 16:02:00 main:581] : INFO : Epoch 2001 | loss: 0.0309936 | val_loss: 0.0314 | Time: 1971.33 ms [2022-03-15 16:02:03 main:581] : INFO : Epoch 2002 | loss: 0.0309917 | val_loss: 0.0313014 | Time: 2803.88 ms [2022-03-15 16:02:05 main:581] : INFO : Epoch 2003 | loss: 0.0309945 | val_loss: 0.0313449 | Time: 1966.6 ms [2022-03-15 16:02:07 main:581] : INFO : Epoch 2004 | loss: 0.0309786 | val_loss: 0.0313494 | Time: 1966.37 ms [2022-03-15 16:02:08 main:581] : INFO : Epoch 2005 | loss: 0.0309827 | val_loss: 0.0313128 | Time: 1969.16 ms [2022-03-15 16:02:10 main:581] : INFO : Epoch 2006 | loss: 0.0309924 | val_loss: 0.0313377 | Time: 1969.23 ms [2022-03-15 16:02:12 main:581] : INFO : Epoch 2007 | loss: 0.0309961 | val_loss: 0.031308 | Time: 1966.62 ms [2022-03-15 16:02:14 main:581] : INFO : Epoch 2008 | loss: 0.0310036 | val_loss: 0.0313679 | Time: 1968.8 ms [2022-03-15 16:02:16 main:581] : INFO : Epoch 2009 | loss: 0.0310017 | val_loss: 0.0313504 | Time: 1965.85 ms [2022-03-15 16:02:18 main:581] : INFO : Epoch 2010 | loss: 0.030984 | val_loss: 0.0313631 | Time: 1968.36 ms [2022-03-15 16:02:20 main:581] : INFO : Epoch 2011 | loss: 0.0309842 | val_loss: 0.0313358 | Time: 1967.78 ms [2022-03-15 16:02:22 main:581] : INFO : Epoch 2012 | loss: 0.0309855 | val_loss: 0.0313565 | Time: 1967.31 ms [2022-03-15 16:02:24 main:581] : INFO : Epoch 2013 | loss: 0.0309795 | val_loss: 0.031349 | Time: 1967.19 ms [2022-03-15 16:02:26 main:581] : INFO : Epoch 2014 | loss: 0.0309781 | val_loss: 0.0313421 | Time: 1966.79 ms [2022-03-15 16:02:28 main:581] : INFO : Epoch 2015 | loss: 0.0309838 | val_loss: 0.0313429 | Time: 1967.83 ms [2022-03-15 16:02:30 main:581] : INFO : Epoch 2016 | loss: 0.0309914 | val_loss: 0.0313217 | Time: 1971.87 ms [2022-03-15 16:02:32 main:581] : INFO : Epoch 2017 | loss: 0.0309944 | val_loss: 0.0313219 | Time: 1967.93 ms [2022-03-15 16:02:34 main:581] : INFO : Epoch 2018 | loss: 0.0309929 | val_loss: 0.0313736 | Time: 1967.87 ms [2022-03-15 16:02:36 main:581] : INFO : Epoch 2019 | loss: 0.0309819 | val_loss: 0.0313213 | Time: 1967.52 ms [2022-03-15 16:02:38 main:581] : INFO : Epoch 2020 | loss: 0.0309981 | val_loss: 0.0313625 | Time: 1966.74 ms [2022-03-15 16:02:40 main:581] : INFO : Epoch 2021 | loss: 0.0309892 | val_loss: 0.0313325 | Time: 1966.85 ms [2022-03-15 16:02:42 main:581] : INFO : Epoch 2022 | loss: 0.0309914 | val_loss: 0.0313773 | Time: 1969.56 ms [2022-03-15 16:02:44 main:581] : INFO : Epoch 2023 | loss: 0.0309848 | val_loss: 0.0313351 | Time: 1966.58 ms [2022-03-15 16:02:46 main:581] : INFO : Epoch 2024 | loss: 0.0309833 | val_loss: 0.031312 | Time: 1968.55 ms [2022-03-15 16:02:48 main:581] : INFO : Epoch 2025 | loss: 0.030992 | val_loss: 0.0313135 | Time: 1966.71 ms [2022-03-15 16:02:50 main:581] : INFO : Epoch 2026 | loss: 0.0309953 | val_loss: 0.0313375 | Time: 1968.39 ms [2022-03-15 16:02:52 main:581] : INFO : Epoch 2027 | loss: 0.0310001 | val_loss: 0.0313375 | Time: 1969.1 ms [2022-03-15 16:02:54 main:581] : INFO : Epoch 2028 | loss: 0.0309972 | val_loss: 0.0313252 | Time: 1966.55 ms [2022-03-15 16:02:56 main:581] : INFO : Epoch 2029 | loss: 0.0309876 | val_loss: 0.0313045 | Time: 1966.02 ms [2022-03-15 16:02:58 main:581] : INFO : Epoch 2030 | loss: 0.0309899 | val_loss: 0.0313267 | Time: 1967.16 ms [2022-03-15 16:03:00 main:581] : INFO : Epoch 2031 | loss: 0.0309911 | val_loss: 0.0313084 | Time: 2058.32 ms [2022-03-15 16:03:03 main:581] : INFO : Epoch 2032 | loss: 0.0309867 | val_loss: 0.0313635 | Time: 3257.1 ms [2022-03-15 16:03:06 main:581] : INFO : Epoch 2033 | loss: 0.0309938 | val_loss: 0.0313678 | Time: 2551.8 ms [2022-03-15 16:03:08 main:581] : INFO : Epoch 2034 | loss: 0.0309921 | val_loss: 0.0312829 | Time: 1965.77 ms [2022-03-15 16:03:09 main:581] : INFO : Epoch 2035 | loss: 0.0309987 | val_loss: 0.0313295 | Time: 1968.01 ms [2022-03-15 16:03:11 main:581] : INFO : Epoch 2036 | loss: 0.0309852 | val_loss: 0.0313205 | Time: 1971.21 ms [2022-03-15 16:03:13 main:581] : INFO : Epoch 2037 | loss: 0.0309926 | val_loss: 0.0313294 | Time: 1967.18 ms [2022-03-15 16:03:15 main:581] : INFO : Epoch 2038 | loss: 0.0309969 | val_loss: 0.0313591 | Time: 1967.91 ms [2022-03-15 16:03:17 main:581] : INFO : Epoch 2039 | loss: 0.0309918 | val_loss: 0.0313308 | Time: 1967.59 ms [2022-03-15 16:03:19 main:581] : INFO : Epoch 2040 | loss: 0.0309814 | val_loss: 0.0313742 | Time: 1969.1 ms [2022-03-15 16:03:21 main:581] : INFO : Epoch 2041 | loss: 0.0309902 | val_loss: 0.0313231 | Time: 1968.55 ms [2022-03-15 16:03:23 main:581] : INFO : Epoch 2042 | loss: 0.0309895 | val_loss: 0.0313544 | Time: 1966.14 ms [2022-03-15 16:03:25 main:581] : INFO : Epoch 2043 | loss: 0.0310049 | val_loss: 0.0313255 | Time: 1968.22 ms [2022-03-15 16:03:27 main:581] : INFO : Epoch 2044 | loss: 0.0309992 | val_loss: 0.0313178 | Time: 1966.7 ms [2022-03-15 16:03:29 main:581] : INFO : Epoch 2045 | loss: 0.0309918 | val_loss: 0.0313564 | Time: 1970.47 ms [2022-03-15 16:03:31 main:581] : INFO : Epoch 2046 | loss: 0.0309945 | val_loss: 0.0313434 | Time: 1968.6 ms [2022-03-15 16:03:33 main:581] : INFO : Epoch 2047 | loss: 0.0310021 | val_loss: 0.0313523 | Time: 1969.65 ms [2022-03-15 16:03:35 main:581] : INFO : Epoch 2048 | loss: 0.0310006 | val_loss: 0.0313457 | Time: 1966.35 ms [2022-03-15 16:03:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313457 [2022-03-15 16:03:35 main:610] : INFO : Saving end state to config to file [2022-03-15 16:03:35 main:615] : INFO : Success, exiting.. 16:03:35 (26399): 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)