Task 11076616
| Name | ParityModified-1639957519-17923-2-0_0 |
| Workunit | 8361853 |
| Created | 26 Jan 2022, 6:06:04 UTC |
| Sent | 13 Feb 2022, 13:09:00 UTC |
| Report deadline | 21 Feb 2022, 13:09:00 UTC |
| Received | 21 Feb 2022, 7:57:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 1 days 2 hours 56 min 6 sec |
| CPU time | 6 hours 58 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0311676 | Time: 57872.3 ms [2022-02-17 04:25:10 main:574] : INFO : Epoch 1618 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 49612.2 ms [2022-02-17 04:26:09 main:574] : INFO : Epoch 1619 | loss: 0.0311654 | val_loss: 0.0311685 | Time: 58385.7 ms [2022-02-17 04:27:03 main:574] : INFO : Epoch 1620 | loss: 0.0311625 | val_loss: 0.0311666 | Time: 54080.7 ms [2022-02-17 04:27:50 main:574] : INFO : Epoch 1621 | loss: 0.0311618 | val_loss: 0.0311646 | Time: 47441.9 ms [2022-02-17 04:28:40 main:574] : INFO : Epoch 1622 | loss: 0.0311614 | val_loss: 0.0311654 | Time: 49462 ms [2022-02-17 04:29:30 main:574] : INFO : Epoch 1623 | loss: 0.0311601 | val_loss: 0.0311652 | Time: 49903 ms [2022-02-17 04:30:20 main:574] : INFO : Epoch 1624 | loss: 0.0311611 | val_loss: 0.0311652 | Time: 50173 ms [2022-02-17 04:31:10 main:574] : INFO : Epoch 1625 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 49599.7 ms [2022-02-17 04:32:03 main:574] : INFO : Epoch 1626 | loss: 0.0311611 | val_loss: 0.0311794 | Time: 53493.1 ms [2022-02-17 04:32:58 main:574] : INFO : Epoch 1627 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 54711.1 ms [2022-02-17 04:33:30 main:574] : INFO : Epoch 1628 | loss: 0.0311596 | val_loss: 0.031166 | Time: 31596.8 ms [2022-02-17 04:33:52 main:574] : INFO : Epoch 1629 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 21734.5 ms [2022-02-17 04:34:14 main:574] : INFO : Epoch 1630 | loss: 0.0311582 | val_loss: 0.0311667 | Time: 22182.8 ms [2022-02-17 04:34:50 main:574] : INFO : Epoch 1631 | loss: 0.0311658 | val_loss: 0.0311804 | Time: 36295.3 ms [2022-02-17 04:35:50 main:574] : INFO : Epoch 1632 | loss: 0.0311729 | val_loss: 0.0311712 | Time: 59397.6 ms [2022-02-17 04:36:50 main:574] : INFO : Epoch 1633 | loss: 0.0311699 | val_loss: 0.0311721 | Time: 59809.8 ms [2022-02-17 04:37:53 main:574] : INFO : Epoch 1634 | loss: 0.0311687 | val_loss: 0.0311712 | Time: 63415.4 ms [2022-02-17 04:38:47 main:574] : INFO : Epoch 1635 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 54041.2 ms [2022-02-17 04:39:40 main:574] : INFO : Epoch 1636 | loss: 0.031168 | val_loss: 0.0311703 | Time: 52627.9 ms [2022-02-17 04:40:29 main:574] : INFO : Epoch 1637 | loss: 0.0311716 | val_loss: 0.0311731 | Time: 48494 ms [2022-02-17 04:41:41 main:574] : INFO : Epoch 1638 | loss: 0.0311686 | val_loss: 0.0311716 | Time: 71775.3 ms [2022-02-17 04:42:43 main:574] : INFO : Epoch 1639 | loss: 0.0311718 | val_loss: 0.0311739 | Time: 62325.2 ms [2022-02-17 04:43:42 main:574] : INFO : Epoch 1640 | loss: 0.0311721 | val_loss: 0.0311733 | Time: 59032.6 ms [2022-02-17 04:44:40 main:574] : INFO : Epoch 1641 | loss: 0.0311745 | val_loss: 0.031173 | Time: 57479.5 ms [2022-02-17 04:45:33 main:574] : INFO : Epoch 1642 | loss: 0.0311731 | val_loss: 0.031183 | Time: 52256.7 ms [2022-02-17 04:46:42 main:574] : INFO : Epoch 1643 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 69029.4 ms [2022-02-17 04:47:41 main:574] : INFO : Epoch 1644 | loss: 0.0311818 | val_loss: 0.0311836 | Time: 59547 ms [2022-02-17 04:48:42 main:574] : INFO : Epoch 1645 | loss: 0.0311922 | val_loss: 0.031192 | Time: 60216.5 ms [2022-02-17 04:49:41 main:574] : INFO : Epoch 1646 | loss: 0.0312018 | val_loss: 0.0312049 | Time: 59436 ms [2022-02-17 04:50:33 main:574] : INFO : Epoch 1647 | loss: 0.0312088 | val_loss: 0.031205 | Time: 51838.5 ms [2022-02-17 04:51:42 main:574] : INFO : Epoch 1648 | loss: 0.0312072 | val_loss: 0.0312023 | Time: 68694.1 ms [2022-02-17 04:52:42 main:574] : INFO : Epoch 1649 | loss: 0.0312036 | val_loss: 0.0312009 | Time: 59723.2 ms [2022-02-17 04:53:33 main:574] : INFO : Epoch 1650 | loss: 0.031203 | val_loss: 0.0312012 | Time: 51618.1 ms [2022-02-17 04:54:33 main:574] : INFO : Epoch 1651 | loss: 0.0312028 | val_loss: 0.0312005 | Time: 59143.3 ms [2022-02-17 04:55:34 main:574] : INFO : Epoch 1652 | loss: 0.0312025 | val_loss: 0.0312013 | Time: 61660 ms [2022-02-17 04:56:42 main:574] : INFO : Epoch 1653 | loss: 0.0312019 | val_loss: 0.0311997 | Time: 67180 ms [2022-02-17 04:57:43 main:574] : INFO : Epoch 1654 | loss: 0.0312012 | val_loss: 0.0311985 | Time: 61259.2 ms [2022-02-17 04:58:52 main:574] : INFO : Epoch 1655 | loss: 0.0312004 | val_loss: 0.0311995 | Time: 69380.8 ms [2022-02-17 04:59:44 main:574] : INFO : Epoch 1656 | loss: 0.0312012 | val_loss: 0.0311977 | Time: 51127.1 ms [2022-02-17 05:00:51 main:574] : INFO : Epoch 1657 | loss: 0.0311989 | val_loss: 0.0311975 | Time: 67628.2 ms [2022-02-17 05:01:42 main:574] : INFO : Epoch 1658 | loss: 0.0311976 | val_loss: 0.0311975 | Time: 50818.3 ms [2022-02-17 05:02:43 main:574] : INFO : Epoch 1659 | loss: 0.0311974 | val_loss: 0.0311986 | Time: 60721.1 ms [2022-02-17 05:03:43 main:574] : INFO : Epoch 1660 | loss: 0.0311978 | val_loss: 0.0311973 | Time: 59531.4 ms [2022-02-17 05:04:53 main:574] : INFO : Epoch 1661 | loss: 0.0311967 | val_loss: 0.031196 | Time: 69576.3 ms [2022-02-17 05:05:48 main:574] : INFO : Epoch 1662 | loss: 0.0311961 | val_loss: 0.0311954 | Time: 55867.9 ms [2022-02-17 05:06:54 main:574] : INFO : Epoch 1663 | loss: 0.0311961 | val_loss: 0.0311955 | Time: 65493.4 ms [2022-02-17 05:07:54 main:574] : INFO : Epoch 1664 | loss: 0.0311959 | val_loss: 0.0311968 | Time: 59894.9 ms [2022-02-17 05:08:54 main:574] : INFO : Epoch 1665 | loss: 0.0311956 | val_loss: 0.0311946 | Time: 59867.6 ms [2022-02-17 05:09:53 main:574] : INFO : Epoch 1666 | loss: 0.0311957 | val_loss: 0.0311954 | Time: 58756.5 ms [2022-02-17 05:10:43 main:574] : INFO : Epoch 1667 | loss: 0.0311973 | val_loss: 0.0311951 | Time: 50611 ms [2022-02-17 05:11:46 main:574] : INFO : Epoch 1668 | loss: 0.0311965 | val_loss: 0.0311949 | Time: 62161.3 ms [2022-02-17 05:12:47 main:574] : INFO : Epoch 1669 | loss: 0.0311944 | val_loss: 0.0311942 | Time: 61079.9 ms [2022-02-17 05:13:56 main:574] : INFO : Epoch 1670 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 68702.3 ms [2022-02-17 05:14:53 main:574] : INFO : Epoch 1671 | loss: 0.0311938 | val_loss: 0.031194 | Time: 57392.9 ms [2022-02-17 05:15:44 main:574] : INFO : Epoch 1672 | loss: 0.0311938 | val_loss: 0.0311956 | Time: 51373.1 ms [2022-02-17 05:16:45 main:574] : INFO : Epoch 1673 | loss: 0.0311955 | val_loss: 0.0311948 | Time: 60921.9 ms [2022-02-17 05:17:46 main:574] : INFO : Epoch 1674 | loss: 0.0311954 | val_loss: 0.0311938 | Time: 60323.5 ms [2022-02-17 05:18:46 main:574] : INFO : Epoch 1675 | loss: 0.0311954 | val_loss: 0.0311946 | Time: 60065.4 ms [2022-02-17 05:19:45 main:574] : INFO : Epoch 1676 | loss: 0.0311956 | val_loss: 0.0311939 | Time: 58993.3 ms [2022-02-17 05:20:42 main:574] : INFO : Epoch 1677 | loss: 0.0311944 | val_loss: 0.0311938 | Time: 56731.4 ms [2022-02-17 05:21:34 main:574] : INFO : Epoch 1678 | loss: 0.031193 | val_loss: 0.0311938 | Time: 52272.6 ms [2022-02-17 05:22:15 main:574] : INFO : Epoch 1679 | loss: 0.0311926 | val_loss: 0.0311924 | Time: 40481.6 ms [2022-02-17 05:22:54 main:574] : INFO : Epoch 1680 | loss: 0.0311932 | val_loss: 0.0311929 | Time: 39326 ms [2022-02-17 05:23:34 main:574] : INFO : Epoch 1681 | loss: 0.031191 | val_loss: 0.0311951 | Time: 39451.8 ms [2022-02-17 05:24:09 main:574] : INFO : Epoch 1682 | loss: 0.0311908 | val_loss: 0.0311916 | Time: 35385.8 ms [2022-02-17 05:24:44 main:574] : INFO : Epoch 1683 | loss: 0.0311897 | val_loss: 0.0311911 | Time: 35153.8 ms [2022-02-17 05:25:24 main:574] : INFO : Epoch 1684 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 39946.4 ms [2022-02-17 05:26:05 main:574] : INFO : Epoch 1685 | loss: 0.0311915 | val_loss: 0.0312011 | Time: 40345.4 ms [2022-02-17 05:26:44 main:574] : INFO : Epoch 1686 | loss: 0.0311921 | val_loss: 0.0311905 | Time: 38784.4 ms [2022-02-17 05:27:24 main:574] : INFO : Epoch 1687 | loss: 0.031191 | val_loss: 0.0312011 | Time: 40823.4 ms [2022-02-17 05:28:02 main:574] : INFO : Epoch 1688 | loss: 0.0311966 | val_loss: 0.0311918 | Time: 37005.9 ms [2022-02-17 05:28:49 main:574] : INFO : Epoch 1689 | loss: 0.0311893 | val_loss: 0.0311938 | Time: 46917.2 ms [2022-02-17 05:29:25 main:574] : INFO : Epoch 1690 | loss: 0.0311925 | val_loss: 0.0311989 | Time: 36499.2 ms [2022-02-17 05:30:06 main:574] : INFO : Epoch 1691 | loss: 0.0311898 | val_loss: 0.0311943 | Time: 40544.7 ms [2022-02-17 05:30:45 main:574] : INFO : Epoch 1692 | loss: 0.0311898 | val_loss: 0.0311915 | Time: 39374.4 ms [2022-02-17 05:31:38 main:574] : INFO : Epoch 1693 | loss: 0.0311898 | val_loss: 0.0311931 | Time: 52864.5 ms [2022-02-17 05:32:29 main:574] : INFO : Epoch 1694 | loss: 0.0311885 | val_loss: 0.0311912 | Time: 50578.9 ms [2022-02-17 05:33:16 main:574] : INFO : Epoch 1695 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 46886.2 ms [2022-02-17 05:34:02 main:574] : INFO : Epoch 1696 | loss: 0.0311889 | val_loss: 0.0311967 | Time: 46676.9 ms [2022-02-17 05:34:54 main:574] : INFO : Epoch 1697 | loss: 0.0311907 | val_loss: 0.0311902 | Time: 51053.4 ms [2022-02-17 05:35:38 main:574] : INFO : Epoch 1698 | loss: 0.0311894 | val_loss: 0.0311932 | Time: 44722.7 ms [2022-02-17 05:36:26 main:574] : INFO : Epoch 1699 | loss: 0.0311864 | val_loss: 0.0311894 | Time: 47003.5 ms [2022-02-17 05:37:13 main:574] : INFO : Epoch 1700 | loss: 0.0311858 | val_loss: 0.0311897 | Time: 47228.7 ms [2022-02-17 05:38:06 main:574] : INFO : Epoch 1701 | loss: 0.0311854 | val_loss: 0.0311893 | Time: 52991.7 ms [2022-02-17 05:38:46 main:574] : INFO : Epoch 1702 | loss: 0.0311867 | val_loss: 0.0311881 | Time: 39571 ms [2022-02-17 05:39:27 main:574] : INFO : Epoch 1703 | loss: 0.0311845 | val_loss: 0.031193 | Time: 40883.6 ms [2022-02-17 05:40:15 main:574] : INFO : Epoch 1704 | loss: 0.031186 | val_loss: 0.0311884 | Time: 48027.6 ms [2022-02-17 05:40:57 main:574] : INFO : Epoch 1705 | loss: 0.0311845 | val_loss: 0.0311885 | Time: 42247.3 ms [2022-02-17 05:41:57 main:574] : INFO : Epoch 1706 | loss: 0.0311831 | val_loss: 0.0311909 | Time: 59720.8 ms [2022-02-17 05:42:47 main:574] : INFO : Epoch 1707 | loss: 0.0311851 | val_loss: 0.0311888 | Time: 50257.2 ms [2022-02-17 05:43:44 main:574] : INFO : Epoch 1708 | loss: 0.0311883 | val_loss: 0.0311909 | Time: 57169.8 ms [2022-02-17 05:44:37 main:574] : INFO : Epoch 1709 | loss: 0.0311875 | val_loss: 0.0311959 | Time: 51997.3 ms [2022-02-17 05:45:21 main:574] : INFO : Epoch 1710 | loss: 0.0311834 | val_loss: 0.0311881 | Time: 43899 ms [2022-02-17 05:46:08 main:574] : INFO : Epoch 1711 | loss: 0.0311829 | val_loss: 0.0311936 | Time: 47276.2 ms [2022-02-17 05:47:08 main:574] : INFO : Epoch 1712 | loss: 0.0311867 | val_loss: 0.0311895 | Time: 59655.5 ms [2022-02-17 05:48:06 main:574] : INFO : Epoch 1713 | loss: 0.0311853 | val_loss: 0.0311881 | Time: 58104.5 ms [2022-02-17 05:49:08 main:574] : INFO : Epoch 1714 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 62367.5 ms [2022-02-17 05:49:57 main:574] : INFO : Epoch 1715 | loss: 0.031184 | val_loss: 0.0311881 | Time: 48980.5 ms [2022-02-17 05:50:57 main:574] : INFO : Epoch 1716 | loss: 0.0311849 | val_loss: 0.031189 | Time: 59832.6 ms [2022-02-17 05:51:48 main:574] : INFO : Epoch 1717 | loss: 0.0311815 | val_loss: 0.0311877 | Time: 50634.6 ms [2022-02-17 05:52:28 main:574] : INFO : Epoch 1718 | loss: 0.0311818 | val_loss: 0.031188 | Time: 40408 ms [2022-02-17 05:53:18 main:574] : INFO : Epoch 1719 | loss: 0.0311835 | val_loss: 0.0311911 | Time: 49623.4 ms [2022-02-17 05:54:09 main:574] : INFO : Epoch 1720 | loss: 0.0311856 | val_loss: 0.0311865 | Time: 50826 ms [2022-02-17 05:54:59 main:574] : INFO : Epoch 1721 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 49413.8 ms [2022-02-17 05:55:47 main:574] : INFO : Epoch 1722 | loss: 0.0311833 | val_loss: 0.031186 | Time: 48457.1 ms [2022-02-17 05:56:29 main:574] : INFO : Epoch 1723 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 41996.1 ms [2022-02-17 05:57:16 main:574] : INFO : Epoch 1724 | loss: 0.0311813 | val_loss: 0.0311888 | Time: 47209.8 ms [2022-02-17 05:57:59 main:574] : INFO : Epoch 1725 | loss: 0.0311836 | val_loss: 0.0311893 | Time: 42816.2 ms [2022-02-17 05:58:50 main:574] : INFO : Epoch 1726 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 50338.1 ms [2022-02-17 05:59:39 main:574] : INFO : Epoch 1727 | loss: 0.0311812 | val_loss: 0.0311856 | Time: 48960.1 ms [2022-02-17 06:00:29 main:574] : INFO : Epoch 1728 | loss: 0.0311805 | val_loss: 0.031186 | Time: 49967.4 ms [2022-02-17 06:01:24 main:574] : INFO : Epoch 1729 | loss: 0.0311806 | val_loss: 0.0311866 | Time: 55196.9 ms [2022-02-17 06:02:20 main:574] : INFO : Epoch 1730 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 55289.9 ms [2022-02-17 06:02:57 main:574] : INFO : Epoch 1731 | loss: 0.0311837 | val_loss: 0.0311948 | Time: 37562.1 ms [2022-02-17 06:03:19 main:574] : INFO : Epoch 1732 | loss: 0.0311948 | val_loss: 0.0312137 | Time: 21885.4 ms [2022-02-17 06:03:43 main:574] : INFO : Epoch 1733 | loss: 0.0333257 | val_loss: 0.0322195 | Time: 23485.2 ms [2022-02-17 06:04:30 main:574] : INFO : Epoch 1734 | loss: 0.0332582 | val_loss: 0.0319534 | Time: 46890.2 ms [2022-02-17 06:05:31 main:574] : INFO : Epoch 1735 | loss: 0.0315156 | val_loss: 0.031292 | Time: 61240.8 ms [2022-02-17 06:06:29 main:574] : INFO : Epoch 1736 | loss: 0.0312344 | val_loss: 0.0311993 | Time: 58164.1 ms [2022-02-17 06:07:29 main:574] : INFO : Epoch 1737 | loss: 0.0311927 | val_loss: 0.0311901 | Time: 59716.5 ms [2022-02-17 06:08:22 main:574] : INFO : Epoch 1738 | loss: 0.0311849 | val_loss: 0.0311859 | Time: 52771.6 ms [2022-02-17 06:09:20 main:574] : INFO : Epoch 1739 | loss: 0.0311836 | val_loss: 0.0311895 | Time: 57852.3 ms [2022-02-17 06:10:13 main:574] : INFO : Epoch 1740 | loss: 0.0311856 | val_loss: 0.0311906 | Time: 53343.3 ms [2022-02-17 06:11:06 main:574] : INFO : Epoch 1741 | loss: 0.031184 | val_loss: 0.031186 | Time: 53078.7 ms [2022-02-17 06:12:02 main:574] : INFO : Epoch 1742 | loss: 0.031181 | val_loss: 0.031186 | Time: 55148.5 ms [2022-02-17 06:13:11 main:574] : INFO : Epoch 1743 | loss: 0.0311802 | val_loss: 0.0311867 | Time: 69138.4 ms [2022-02-17 06:14:11 main:574] : INFO : Epoch 1744 | loss: 0.0311812 | val_loss: 0.0311889 | Time: 60141.5 ms [2022-02-17 06:15:12 main:574] : INFO : Epoch 1745 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 60829 ms [2022-02-17 06:15:59 main:574] : INFO : Epoch 1746 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 47434.5 ms [2022-02-17 06:17:07 main:574] : INFO : Epoch 1747 | loss: 0.031179 | val_loss: 0.0311871 | Time: 67581.2 ms [2022-02-17 06:18:11 main:574] : INFO : Epoch 1748 | loss: 0.0311793 | val_loss: 0.0311885 | Time: 63305.4 ms [2022-02-17 06:19:49 main:574] : INFO : Epoch 1749 | loss: 0.0311789 | val_loss: 0.0311847 | Time: 98001.6 ms [2022-02-17 06:21:24 main:574] : INFO : Epoch 1750 | loss: 0.0311788 | val_loss: 0.0311877 | Time: 95369.4 ms [2022-02-17 06:22:31 main:574] : INFO : Epoch 1751 | loss: 0.0311807 | val_loss: 0.0311884 | Time: 67247.4 ms [2022-02-17 06:23:36 main:574] : INFO : Epoch 1752 | loss: 0.0311789 | val_loss: 0.0311848 | Time: 64398.6 ms [2022-02-17 06:24:43 main:574] : INFO : Epoch 1753 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 67025.2 ms [2022-02-17 06:25:53 main:574] : INFO : Epoch 1754 | loss: 0.0311777 | val_loss: 0.0311873 | Time: 69853.8 ms [2022-02-17 06:27:03 main:574] : INFO : Epoch 1755 | loss: 0.0311792 | val_loss: 0.031187 | Time: 69738.5 ms [2022-02-17 06:28:03 main:574] : INFO : Epoch 1756 | loss: 0.0311787 | val_loss: 0.0311838 | Time: 60481.9 ms [2022-02-17 06:29:03 main:574] : INFO : Epoch 1757 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 59789.8 ms [2022-02-17 06:30:02 main:574] : INFO : Epoch 1758 | loss: 0.0311779 | val_loss: 0.0311849 | Time: 59232.1 ms [2022-02-17 06:31:02 main:574] : INFO : Epoch 1759 | loss: 0.031179 | val_loss: 0.031184 | Time: 60144.3 ms [2022-02-17 06:31:53 main:574] : INFO : Epoch 1760 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 50653.6 ms [2022-02-17 06:32:54 main:574] : INFO : Epoch 1761 | loss: 0.0311788 | val_loss: 0.0311856 | Time: 60382.1 ms [2022-02-17 06:34:04 main:574] : INFO : Epoch 1762 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 69868.6 ms [2022-02-17 06:35:03 main:574] : INFO : Epoch 1763 | loss: 0.0311762 | val_loss: 0.0311841 | Time: 59718.5 ms [2022-02-17 06:36:13 main:574] : INFO : Epoch 1764 | loss: 0.0311772 | val_loss: 0.0311847 | Time: 69911.6 ms [2022-02-17 06:37:16 main:574] : INFO : Epoch 1765 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 62271.1 ms [2022-02-17 06:38:33 main:574] : INFO : Epoch 1766 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 77768.8 ms [2022-02-17 06:39:24 main:574] : INFO : Epoch 1767 | loss: 0.031176 | val_loss: 0.0311838 | Time: 50558.8 ms [2022-02-17 06:40:33 main:574] : INFO : Epoch 1768 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 69221.7 ms [2022-02-17 06:41:35 main:574] : INFO : Epoch 1769 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 61648.2 ms [2022-02-17 06:42:35 main:574] : INFO : Epoch 1770 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 59797.5 ms [2022-02-17 06:43:45 main:574] : INFO : Epoch 1771 | loss: 0.0311757 | val_loss: 0.0311842 | Time: 69735.2 ms [2022-02-17 06:44:50 main:574] : INFO : Epoch 1772 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 64884.4 ms [2022-02-17 06:45:59 main:574] : INFO : Epoch 1773 | loss: 0.0311771 | val_loss: 0.0311927 | Time: 68066.5 ms [2022-02-17 06:46:55 main:574] : INFO : Epoch 1774 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 55918.3 ms [2022-02-17 06:47:57 main:574] : INFO : Epoch 1775 | loss: 0.0311755 | val_loss: 0.0311822 | Time: 61962.9 ms [2022-02-17 06:49:10 main:574] : INFO : Epoch 1776 | loss: 0.0311745 | val_loss: 0.031183 | Time: 73186.3 ms [2022-02-17 06:50:28 main:574] : INFO : Epoch 1777 | loss: 0.0311748 | val_loss: 0.0311838 | Time: 77557.9 ms [2022-02-17 06:51:46 main:574] : INFO : Epoch 1778 | loss: 0.0311748 | val_loss: 0.0311835 | Time: 78098.1 ms [2022-02-17 06:52:47 main:574] : INFO : Epoch 1779 | loss: 0.0311783 | val_loss: 0.031182 | Time: 60884.6 ms [2022-02-17 06:53:56 main:574] : INFO : Epoch 1780 | loss: 0.0311778 | val_loss: 0.03119 | Time: 68914 ms [2022-02-17 06:54:57 main:574] : INFO : Epoch 1781 | loss: 0.0311759 | val_loss: 0.0311821 | Time: 61048.9 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2022-02-20 04:52:16 main:435] : INFO : Set logging level to 1 [2022-02-20 04:52:16 main:441] : INFO : Running in BOINC Client mode [2022-02-20 04:52:16 main:444] : INFO : Resolving all filenames [2022-02-20 04:52:17 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-20 04:52:17 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-20 04:52:17 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-20 04:52:17 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-20 04:52:17 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-20 04:52:17 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-20 04:52:17 main:474] : INFO : Configuration: [2022-02-20 04:52:17 main:475] : INFO : Model type: GRU [2022-02-20 04:52:17 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-20 04:52:18 main:477] : INFO : Max Epochs: 2048 [2022-02-20 04:52:18 main:478] : INFO : Batch Size: 128 [2022-02-20 04:52:18 main:479] : INFO : Learning Rate: 0.01 [2022-02-20 04:52:18 main:480] : INFO : Patience: 10 [2022-02-20 04:52:18 main:481] : INFO : Hidden Width: 12 [2022-02-20 04:52:18 main:482] : INFO : # Recurrent Layers: 4 [2022-02-20 04:52:18 main:483] : INFO : # Backend Layers: 4 [2022-02-20 04:52:18 main:484] : INFO : # Threads: 1 [2022-02-20 04:52:18 main:486] : INFO : Preparing Dataset [2022-02-20 04:52:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-20 04:52:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-20 04:52:33 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-20 04:52:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-20 04:52:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-20 04:52:34 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-20 04:52:34 main:494] : INFO : Creating Model [2022-02-20 04:52:34 main:507] : INFO : Preparing config file [2022-02-20 04:52:34 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-20 04:52:34 main:512] : INFO : Loading config [2022-02-20 04:52:34 main:514] : INFO : Loading state [2022-02-20 04:52:44 main:559] : INFO : Loading DataLoader into Memory [2022-02-20 04:52:44 main:562] : INFO : Starting Training [2022-02-20 04:53:07 main:574] : INFO : Epoch 1756 | loss: 0.0317272 | val_loss: 0.031279 | Time: 22526.3 ms [2022-02-20 04:53:23 main:574] : INFO : Epoch 1757 | loss: 0.0312629 | val_loss: 0.031216 | Time: 16322.9 ms [2022-02-20 04:53:40 main:574] : INFO : Epoch 1758 | loss: 0.0312019 | val_loss: 0.031184 | Time: 16690.7 ms [2022-02-20 04:53:57 main:574] : INFO : Epoch 1759 | loss: 0.0311812 | val_loss: 0.0311822 | Time: 16817.7 ms [2022-02-20 04:54:15 main:574] : INFO : Epoch 1760 | loss: 0.0311775 | val_loss: 0.0311779 | Time: 17552.5 ms [2022-02-20 04:54:31 main:574] : INFO : Epoch 1761 | loss: 0.0311763 | val_loss: 0.0311726 | Time: 16384.7 ms [2022-02-20 04:54:48 main:574] : INFO : Epoch 1762 | loss: 0.031173 | val_loss: 0.0311706 | Time: 16158.7 ms [2022-02-20 04:55:04 main:574] : INFO : Epoch 1763 | loss: 0.0311732 | val_loss: 0.0311706 | Time: 16186.9 ms [2022-02-20 04:55:21 main:574] : INFO : Epoch 1764 | loss: 0.0311777 | val_loss: 0.0311762 | Time: 16653.5 ms [2022-02-20 04:55:37 main:574] : INFO : Epoch 1765 | loss: 0.0311725 | val_loss: 0.0311682 | Time: 16512.1 ms [2022-02-20 04:55:54 main:574] : INFO : Epoch 1766 | loss: 0.0311693 | val_loss: 0.0311669 | Time: 16402.6 ms [2022-02-20 04:56:11 main:574] : INFO : Epoch 1767 | loss: 0.0311664 | val_loss: 0.0311669 | Time: 16475.9 ms [2022-02-20 04:56:27 main:574] : INFO : Epoch 1768 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 16401.2 ms [2022-02-20 04:56:44 main:574] : INFO : Epoch 1769 | loss: 0.0311674 | val_loss: 0.0311676 | Time: 17009.9 ms [2022-02-20 04:57:00 main:574] : INFO : Epoch 1770 | loss: 0.0311659 | val_loss: 0.03117 | Time: 16026.1 ms [2022-02-20 04:57:16 main:574] : INFO : Epoch 1771 | loss: 0.0311703 | val_loss: 0.0311724 | Time: 15953.7 ms [2022-02-20 04:57:32 main:574] : INFO : Epoch 1772 | loss: 0.031175 | val_loss: 0.0311699 | Time: 15591.7 ms [2022-02-20 04:57:48 main:574] : INFO : Epoch 1773 | loss: 0.031173 | val_loss: 0.0311787 | Time: 16161.6 ms [2022-02-20 04:58:04 main:574] : INFO : Epoch 1774 | loss: 0.0311706 | val_loss: 0.031169 | Time: 15690.3 ms [2022-02-20 04:58:20 main:574] : INFO : Epoch 1775 | loss: 0.0311689 | val_loss: 0.0311836 | Time: 15973.7 ms [2022-02-20 04:58:37 main:574] : INFO : Epoch 1776 | loss: 0.031167 | val_loss: 0.031169 | Time: 16372 ms [2022-02-20 04:58:52 main:574] : INFO : Epoch 1777 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 15107 ms [2022-02-20 04:59:08 main:574] : INFO : Epoch 1778 | loss: 0.0311656 | val_loss: 0.0311684 | Time: 15577.2 ms [2022-02-20 04:59:23 main:574] : INFO : Epoch 1779 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 15187.2 ms [2022-02-20 04:59:39 main:574] : INFO : Epoch 1780 | loss: 0.0311673 | val_loss: 0.0311678 | Time: 15836.3 ms [2022-02-20 04:59:54 main:574] : INFO : Epoch 1781 | loss: 0.0311676 | val_loss: 0.0311664 | Time: 15372.2 ms [2022-02-20 05:00:10 main:574] : INFO : Epoch 1782 | loss: 0.0311647 | val_loss: 0.0311664 | Time: 16222 ms [2022-02-20 05:00:31 main:574] : INFO : Epoch 1783 | loss: 0.0311686 | val_loss: 0.0311719 | Time: 20106.3 ms [2022-02-20 05:00:50 main:574] : INFO : Epoch 1784 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 19508.1 ms [2022-02-20 05:01:11 main:574] : INFO : Epoch 1785 | loss: 0.0311699 | val_loss: 0.0311714 | Time: 20564.9 ms [2022-02-20 05:01:30 main:574] : INFO : Epoch 1786 | loss: 0.0311679 | val_loss: 0.0311702 | Time: 19498 ms [2022-02-20 05:01:49 main:574] : INFO : Epoch 1787 | loss: 0.0311676 | val_loss: 0.0311695 | Time: 19018.1 ms [2022-02-20 05:02:08 main:574] : INFO : Epoch 1788 | loss: 0.0311666 | val_loss: 0.0311691 | Time: 18265.9 ms [2022-02-20 05:02:27 main:574] : INFO : Epoch 1789 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 18751.5 ms [2022-02-20 05:02:47 main:574] : INFO : Epoch 1790 | loss: 0.0311646 | val_loss: 0.0311696 | Time: 20293 ms [2022-02-20 05:03:07 main:574] : INFO : Epoch 1791 | loss: 0.0311669 | val_loss: 0.0311681 | Time: 19534.4 ms [2022-02-20 05:03:25 main:574] : INFO : Epoch 1792 | loss: 0.0311629 | val_loss: 0.0311667 | Time: 18352.2 ms [2022-02-20 05:03:44 main:574] : INFO : Epoch 1793 | loss: 0.0311636 | val_loss: 0.0311712 | Time: 18994.6 ms [2022-02-20 05:04:02 main:574] : INFO : Epoch 1794 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 17933 ms [2022-02-20 05:04:21 main:574] : INFO : Epoch 1795 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 18739.3 ms [2022-02-20 05:04:41 main:574] : INFO : Epoch 1796 | loss: 0.0311625 | val_loss: 0.0311706 | Time: 19734.7 ms [2022-02-20 05:05:01 main:574] : INFO : Epoch 1797 | loss: 0.0311619 | val_loss: 0.0311663 | Time: 20181.2 ms [2022-02-20 05:05:20 main:574] : INFO : Epoch 1798 | loss: 0.031161 | val_loss: 0.0311665 | Time: 18814.5 ms [2022-02-20 05:05:40 main:574] : INFO : Epoch 1799 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 19885.8 ms [2022-02-20 05:05:59 main:574] : INFO : Epoch 1800 | loss: 0.0311611 | val_loss: 0.0311667 | Time: 19188.1 ms [2022-02-20 05:06:20 main:574] : INFO : Epoch 1801 | loss: 0.031159 | val_loss: 0.0311674 | Time: 20506.5 ms [2022-02-20 05:06:42 main:574] : INFO : Epoch 1802 | loss: 0.0311599 | val_loss: 0.0311672 | Time: 22032 ms [2022-02-20 05:07:02 main:574] : INFO : Epoch 1803 | loss: 0.0311613 | val_loss: 0.0311666 | Time: 20670.8 ms [2022-02-20 05:07:22 main:574] : INFO : Epoch 1804 | loss: 0.0311598 | val_loss: 0.03117 | Time: 19565.5 ms [2022-02-20 05:07:41 main:574] : INFO : Epoch 1805 | loss: 0.0311638 | val_loss: 0.0311785 | Time: 19050.4 ms [2022-02-20 05:08:01 main:574] : INFO : Epoch 1806 | loss: 0.0311617 | val_loss: 0.0311669 | Time: 20121.1 ms [2022-02-20 05:08:21 main:574] : INFO : Epoch 1807 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 19658.1 ms [2022-02-20 05:08:41 main:574] : INFO : Epoch 1808 | loss: 0.0311585 | val_loss: 0.0311658 | Time: 19828.2 ms [2022-02-20 05:09:01 main:574] : INFO : Epoch 1809 | loss: 0.0311577 | val_loss: 0.031166 | Time: 20521.1 ms [2022-02-20 05:09:21 main:574] : INFO : Epoch 1810 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 19969 ms [2022-02-20 05:09:41 main:574] : INFO : Epoch 1811 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 19209.9 ms [2022-02-20 05:10:01 main:574] : INFO : Epoch 1812 | loss: 0.0311598 | val_loss: 0.0311654 | Time: 20287.2 ms [2022-02-20 05:10:21 main:574] : INFO : Epoch 1813 | loss: 0.0311581 | val_loss: 0.0311664 | Time: 19943 ms [2022-02-20 05:10:41 main:574] : INFO : Epoch 1814 | loss: 0.0311584 | val_loss: 0.0311762 | Time: 20318.3 ms [2022-02-20 05:11:03 main:574] : INFO : Epoch 1815 | loss: 0.0311912 | val_loss: 0.0311947 | Time: 21669.2 ms [2022-02-20 05:11:24 main:574] : INFO : Epoch 1816 | loss: 0.0311985 | val_loss: 0.0311946 | Time: 21018.6 ms [2022-02-20 05:11:44 main:574] : INFO : Epoch 1817 | loss: 0.0311982 | val_loss: 0.031191 | Time: 20015.4 ms [2022-02-20 05:12:04 main:574] : INFO : Epoch 1818 | loss: 0.0311937 | val_loss: 0.0311911 | Time: 19939 ms [2022-02-20 05:12:24 main:574] : INFO : Epoch 1819 | loss: 0.0311914 | val_loss: 0.0311879 | Time: 19468.3 ms [2022-02-20 05:12:43 main:574] : INFO : Epoch 1820 | loss: 0.0311896 | val_loss: 0.0311863 | Time: 18735.2 ms [2022-02-20 05:13:02 main:574] : INFO : Epoch 1821 | loss: 0.0311879 | val_loss: 0.0311851 | Time: 19193.1 ms [2022-02-20 05:13:22 main:574] : INFO : Epoch 1822 | loss: 0.0311877 | val_loss: 0.0311908 | Time: 19781.7 ms [2022-02-20 05:13:42 main:574] : INFO : Epoch 1823 | loss: 0.0311865 | val_loss: 0.0311836 | Time: 19672.2 ms [2022-02-20 05:14:01 main:574] : INFO : Epoch 1824 | loss: 0.0311841 | val_loss: 0.0311836 | Time: 19143.4 ms [2022-02-20 05:14:19 main:574] : INFO : Epoch 1825 | loss: 0.0311831 | val_loss: 0.0311851 | Time: 18049.6 ms [2022-02-20 05:14:40 main:574] : INFO : Epoch 1826 | loss: 0.031183 | val_loss: 0.0311835 | Time: 21474.5 ms [2022-02-20 05:15:01 main:574] : INFO : Epoch 1827 | loss: 0.031182 | val_loss: 0.0311834 | Time: 20499.5 ms [2022-02-20 05:15:22 main:574] : INFO : Epoch 1828 | loss: 0.0311848 | val_loss: 0.0311838 | Time: 21039.2 ms [2022-02-20 05:15:46 main:574] : INFO : Epoch 1829 | loss: 0.0311848 | val_loss: 0.0311879 | Time: 23429.9 ms [2022-02-20 05:16:07 main:574] : INFO : Epoch 1830 | loss: 0.0311835 | val_loss: 0.0311843 | Time: 21774.9 ms [2022-02-20 05:16:28 main:574] : INFO : Epoch 1831 | loss: 0.0311839 | val_loss: 0.031185 | Time: 20466.8 ms [2022-02-20 05:16:48 main:574] : INFO : Epoch 1832 | loss: 0.031181 | val_loss: 0.0311848 | Time: 20199.2 ms [2022-02-20 05:17:07 main:574] : INFO : Epoch 1833 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 18643.1 ms [2022-02-20 05:17:28 main:574] : INFO : Epoch 1834 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 21142.6 ms [2022-02-20 05:17:47 main:574] : INFO : Epoch 1835 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 18884.4 ms [2022-02-20 05:18:08 main:574] : INFO : Epoch 1836 | loss: 0.0311796 | val_loss: 0.0311833 | Time: 21165.9 ms [2022-02-20 05:18:28 main:574] : INFO : Epoch 1837 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 19753.9 ms [2022-02-20 05:18:50 main:574] : INFO : Epoch 1838 | loss: 0.0311779 | val_loss: 0.0311838 | Time: 22270.6 ms [2022-02-20 05:19:12 main:574] : INFO : Epoch 1839 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 21018.8 ms [2022-02-20 05:19:33 main:574] : INFO : Epoch 1840 | loss: 0.0311763 | val_loss: 0.0311831 | Time: 21284.1 ms [2022-02-20 05:19:53 main:574] : INFO : Epoch 1841 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 20411.8 ms [2022-02-20 05:20:13 main:574] : INFO : Epoch 1842 | loss: 0.0311768 | val_loss: 0.0311831 | Time: 19564.2 ms [2022-02-20 05:20:33 main:574] : INFO : Epoch 1843 | loss: 0.0311774 | val_loss: 0.0311845 | Time: 19860.4 ms [2022-02-20 05:20:53 main:574] : INFO : Epoch 1844 | loss: 0.0311785 | val_loss: 0.0311844 | Time: 19802.4 ms [2022-02-20 05:21:12 main:574] : INFO : Epoch 1845 | loss: 0.0311766 | val_loss: 0.0311818 | Time: 19289.9 ms [2022-02-20 05:21:31 main:574] : INFO : Epoch 1846 | loss: 0.0311752 | val_loss: 0.0311829 | Time: 18851.2 ms [2022-02-20 05:21:53 main:574] : INFO : Epoch 1847 | loss: 0.0311768 | val_loss: 0.0311847 | Time: 21984.1 ms [2022-02-20 05:22:14 main:574] : INFO : Epoch 1848 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 21319.6 ms [2022-02-20 05:22:36 main:574] : INFO : Epoch 1849 | loss: 0.03118 | val_loss: 0.0311878 | Time: 21940.9 ms [2022-02-20 05:22:58 main:574] : INFO : Epoch 1850 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 21473.5 ms [2022-02-20 05:23:19 main:574] : INFO : Epoch 1851 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 21003.1 ms [2022-02-20 05:23:46 main:574] : INFO : Epoch 1852 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 26632.1 ms [2022-02-20 05:24:07 main:574] : INFO : Epoch 1853 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 21515.9 ms [2022-02-20 05:24:34 main:574] : INFO : Epoch 1854 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 26707.4 ms [2022-02-20 05:24:57 main:574] : INFO : Epoch 1855 | loss: 0.0311737 | val_loss: 0.0311847 | Time: 23268.4 ms [2022-02-20 05:25:24 main:574] : INFO : Epoch 1856 | loss: 0.031175 | val_loss: 0.0311825 | Time: 26058.5 ms [2022-02-20 05:25:43 main:574] : INFO : Epoch 1857 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 19768.6 ms [2022-02-20 05:26:05 main:574] : INFO : Epoch 1858 | loss: 0.031177 | val_loss: 0.0311899 | Time: 21253.6 ms [2022-02-20 05:26:26 main:574] : INFO : Epoch 1859 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 21046.7 ms [2022-02-20 05:26:45 main:574] : INFO : Epoch 1860 | loss: 0.0311749 | val_loss: 0.031182 | Time: 18727.1 ms [2022-02-20 05:27:07 main:574] : INFO : Epoch 1861 | loss: 0.0311744 | val_loss: 0.0311833 | Time: 22028.1 ms [2022-02-20 05:27:37 main:574] : INFO : Epoch 1862 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 30001.4 ms [2022-02-20 05:28:07 main:574] : INFO : Epoch 1863 | loss: 0.031176 | val_loss: 0.0311847 | Time: 29547 ms [2022-02-20 05:28:30 main:574] : INFO : Epoch 1864 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 22978.6 ms [2022-02-20 05:28:48 main:574] : INFO : Epoch 1865 | loss: 0.0311722 | val_loss: 0.031181 | Time: 18317.7 ms [2022-02-20 05:29:07 main:574] : INFO : Epoch 1866 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 19136.5 ms [2022-02-20 05:29:26 main:574] : INFO : Epoch 1867 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 18340 ms [2022-02-20 05:29:45 main:574] : INFO : Epoch 1868 | loss: 0.0311708 | val_loss: 0.0311802 | Time: 18878.6 ms [2022-02-20 05:30:04 main:574] : INFO : Epoch 1869 | loss: 0.0311719 | val_loss: 0.0311793 | Time: 19055 ms [2022-02-20 05:30:23 main:574] : INFO : Epoch 1870 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 18626 ms [2022-02-20 05:30:44 main:574] : INFO : Epoch 1871 | loss: 0.031169 | val_loss: 0.0311871 | Time: 21125.9 ms [2022-02-20 05:31:04 main:574] : INFO : Epoch 1872 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 19738.6 ms [2022-02-20 05:31:25 main:574] : INFO : Epoch 1873 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 21253.8 ms [2022-02-20 05:31:47 main:574] : INFO : Epoch 1874 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 22215.2 ms [2022-02-20 05:32:06 main:574] : INFO : Epoch 1875 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 18884.7 ms [2022-02-20 05:32:27 main:574] : INFO : Epoch 1876 | loss: 0.0311696 | val_loss: 0.0311773 | Time: 20444.7 ms [2022-02-20 05:32:46 main:574] : INFO : Epoch 1877 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 18859.7 ms [2022-02-20 05:33:05 main:574] : INFO : Epoch 1878 | loss: 0.0311681 | val_loss: 0.031179 | Time: 19091.8 ms [2022-02-20 05:33:25 main:574] : INFO : Epoch 1879 | loss: 0.0311728 | val_loss: 0.0311825 | Time: 19606 ms [2022-02-20 05:33:44 main:574] : INFO : Epoch 1880 | loss: 0.031169 | val_loss: 0.0311777 | Time: 19331.6 ms [2022-02-20 05:34:04 main:574] : INFO : Epoch 1881 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 19679.2 ms [2022-02-20 05:34:25 main:574] : INFO : Epoch 1882 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 20718.8 ms [2022-02-20 05:34:46 main:574] : INFO : Epoch 1883 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 20821.7 ms [2022-02-20 05:35:07 main:574] : INFO : Epoch 1884 | loss: 0.0311668 | val_loss: 0.0311805 | Time: 20690.5 ms [2022-02-20 05:35:28 main:574] : INFO : Epoch 1885 | loss: 0.0311668 | val_loss: 0.0311788 | Time: 21474.9 ms [2022-02-20 05:35:48 main:574] : INFO : Epoch 1886 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 20313.5 ms [2022-02-20 05:36:08 main:574] : INFO : Epoch 1887 | loss: 0.0311657 | val_loss: 0.0311763 | Time: 19115.2 ms [2022-02-20 05:36:26 main:574] : INFO : Epoch 1888 | loss: 0.0311664 | val_loss: 0.031184 | Time: 18223.6 ms [2022-02-20 05:36:46 main:574] : INFO : Epoch 1889 | loss: 0.0311648 | val_loss: 0.031175 | Time: 20237.8 ms [2022-02-20 05:37:06 main:574] : INFO : Epoch 1890 | loss: 0.0311653 | val_loss: 0.0311766 | Time: 19389.5 ms [2022-02-20 05:37:26 main:574] : INFO : Epoch 1891 | loss: 0.0311666 | val_loss: 0.0311885 | Time: 20267.4 ms [2022-02-20 05:37:46 main:574] : INFO : Epoch 1892 | loss: 0.0311648 | val_loss: 0.031175 | Time: 19517.9 ms [2022-02-20 05:38:05 main:574] : INFO : Epoch 1893 | loss: 0.0311654 | val_loss: 0.0311785 | Time: 19165.8 ms [2022-02-20 05:38:24 main:574] : INFO : Epoch 1894 | loss: 0.0311672 | val_loss: 0.0311796 | Time: 19268.1 ms [2022-02-20 05:38:45 main:574] : INFO : Epoch 1895 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 20480 ms [2022-02-20 05:39:04 main:574] : INFO : Epoch 1896 | loss: 0.0311706 | val_loss: 0.0311801 | Time: 18833 ms [2022-02-20 05:39:23 main:574] : INFO : Epoch 1897 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 19006.6 ms [2022-02-20 05:39:43 main:574] : INFO : Epoch 1898 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 20523 ms [2022-02-20 05:40:04 main:574] : INFO : Epoch 1899 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 20164 ms [2022-02-20 05:40:21 main:574] : INFO : Epoch 1900 | loss: 0.0311674 | val_loss: 0.031175 | Time: 17242.7 ms [2022-02-20 05:40:39 main:574] : INFO : Epoch 1901 | loss: 0.0311657 | val_loss: 0.0311754 | Time: 17791.7 ms [2022-02-20 05:40:57 main:574] : INFO : Epoch 1902 | loss: 0.0311651 | val_loss: 0.031174 | Time: 18523.3 ms [2022-02-20 05:41:16 main:574] : INFO : Epoch 1903 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 18012.8 ms [2022-02-20 05:41:32 main:574] : INFO : Epoch 1904 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 16782.6 ms [2022-02-20 05:41:49 main:574] : INFO : Epoch 1905 | loss: 0.0311675 | val_loss: 0.0311739 | Time: 16063.3 ms [2022-02-20 05:42:06 main:574] : INFO : Epoch 1906 | loss: 0.0311653 | val_loss: 0.0311736 | Time: 17802.5 ms [2022-02-20 05:42:24 main:574] : INFO : Epoch 1907 | loss: 0.0311645 | val_loss: 0.0311761 | Time: 17031.3 ms [2022-02-20 05:42:39 main:574] : INFO : Epoch 1908 | loss: 0.0311652 | val_loss: 0.0311776 | Time: 15391.9 ms [2022-02-20 05:42:54 main:574] : INFO : Epoch 1909 | loss: 0.0311649 | val_loss: 0.0311799 | Time: 15345.8 ms [2022-02-20 05:43:10 main:574] : INFO : Epoch 1910 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 15250.4 ms [2022-02-20 05:43:26 main:574] : INFO : Epoch 1911 | loss: 0.0311651 | val_loss: 0.031174 | Time: 15728.7 ms [2022-02-20 05:43:41 main:574] : INFO : Epoch 1912 | loss: 0.031164 | val_loss: 0.0311825 | Time: 15404.2 ms [2022-02-20 05:43:59 main:574] : INFO : Epoch 1913 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 17611.2 ms [2022-02-20 05:44:15 main:574] : INFO : Epoch 1914 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 16273.5 ms [2022-02-20 05:44:32 main:574] : INFO : Epoch 1915 | loss: 0.0311634 | val_loss: 0.0311796 | Time: 16518.9 ms [2022-02-20 05:44:49 main:574] : INFO : Epoch 1916 | loss: 0.0311628 | val_loss: 0.0311758 | Time: 17136.6 ms [2022-02-20 05:45:04 main:574] : INFO : Epoch 1917 | loss: 0.0311639 | val_loss: 0.0311796 | Time: 15294.9 ms [2022-02-20 05:45:25 main:574] : INFO : Epoch 1918 | loss: 0.0311613 | val_loss: 0.0311804 | Time: 20467.8 ms [2022-02-20 05:45:43 main:574] : INFO : Epoch 1919 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 18354.2 ms [2022-02-20 05:45:59 main:574] : INFO : Epoch 1920 | loss: 0.0311637 | val_loss: 0.0311787 | Time: 15997.3 ms [2022-02-20 05:46:18 main:574] : INFO : Epoch 1921 | loss: 0.031162 | val_loss: 0.031173 | Time: 19024.2 ms [2022-02-20 05:46:37 main:574] : INFO : Epoch 1922 | loss: 0.0311601 | val_loss: 0.0311737 | Time: 18504.8 ms [2022-02-20 05:46:55 main:574] : INFO : Epoch 1923 | loss: 0.0311626 | val_loss: 0.0311758 | Time: 18391.2 ms [2022-02-20 05:47:14 main:574] : INFO : Epoch 1924 | loss: 0.0311618 | val_loss: 0.0311778 | Time: 18662.4 ms [2022-02-20 05:47:33 main:574] : INFO : Epoch 1925 | loss: 0.0311626 | val_loss: 0.031173 | Time: 18961.1 ms [2022-02-20 05:47:52 main:574] : INFO : Epoch 1926 | loss: 0.0311625 | val_loss: 0.0311772 | Time: 18449.1 ms [2022-02-20 05:48:10 main:574] : INFO : Epoch 1927 | loss: 0.0311613 | val_loss: 0.0311734 | Time: 18346 ms [2022-02-20 05:48:29 main:574] : INFO : Epoch 1928 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 18955 ms [2022-02-20 05:48:47 main:574] : INFO : Epoch 1929 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 17950 ms [2022-02-20 05:49:06 main:574] : INFO : Epoch 1930 | loss: 0.031159 | val_loss: 0.0311729 | Time: 18754.8 ms [2022-02-20 05:49:24 main:574] : INFO : Epoch 1931 | loss: 0.0311598 | val_loss: 0.0311721 | Time: 18308.4 ms [2022-02-20 05:49:43 main:574] : INFO : Epoch 1932 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 18747.3 ms [2022-02-20 05:50:02 main:574] : INFO : Epoch 1933 | loss: 0.0311602 | val_loss: 0.0311748 | Time: 18473.1 ms [2022-02-20 05:50:20 main:574] : INFO : Epoch 1934 | loss: 0.0311583 | val_loss: 0.031171 | Time: 18372.8 ms [2022-02-20 05:50:40 main:574] : INFO : Epoch 1935 | loss: 0.0311583 | val_loss: 0.0311721 | Time: 19269.3 ms [2022-02-20 05:50:59 main:574] : INFO : Epoch 1936 | loss: 0.0311588 | val_loss: 0.0311746 | Time: 19188.5 ms [2022-02-20 05:51:18 main:574] : INFO : Epoch 1937 | loss: 0.0311592 | val_loss: 0.0311701 | Time: 18782.9 ms [2022-02-20 05:51:36 main:574] : INFO : Epoch 1938 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 18618.9 ms [2022-02-20 05:51:55 main:574] : INFO : Epoch 1939 | loss: 0.0311591 | val_loss: 0.0311779 | Time: 18141 ms [2022-02-20 05:52:13 main:574] : INFO : Epoch 1940 | loss: 0.0311599 | val_loss: 0.0311727 | Time: 18573.5 ms [2022-02-20 05:52:31 main:574] : INFO : Epoch 1941 | loss: 0.0311604 | val_loss: 0.0311769 | Time: 18003.7 ms [2022-02-20 05:52:50 main:574] : INFO : Epoch 1942 | loss: 0.0311644 | val_loss: 0.03117 | Time: 18584 ms [2022-02-20 05:53:09 main:574] : INFO : Epoch 1943 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 19251 ms [2022-02-20 05:53:28 main:574] : INFO : Epoch 1944 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 18806.9 ms [2022-02-20 05:53:47 main:574] : INFO : Epoch 1945 | loss: 0.0311585 | val_loss: 0.031171 | Time: 18810.3 ms [2022-02-20 05:54:06 main:574] : INFO : Epoch 1946 | loss: 0.031158 | val_loss: 0.0311753 | Time: 19052.7 ms [2022-02-20 05:54:25 main:574] : INFO : Epoch 1947 | loss: 0.0311593 | val_loss: 0.0311723 | Time: 18684.1 ms [2022-02-20 05:54:44 main:574] : INFO : Epoch 1948 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 18532 ms [2022-02-20 05:55:03 main:574] : INFO : Epoch 1949 | loss: 0.0311561 | val_loss: 0.0311704 | Time: 18806.7 ms [2022-02-20 05:55:21 main:574] : INFO : Epoch 1950 | loss: 0.0311564 | val_loss: 0.0311755 | Time: 18313.2 ms [2022-02-20 05:55:40 main:574] : INFO : Epoch 1951 | loss: 0.0311576 | val_loss: 0.0311737 | Time: 18632.2 ms [2022-02-20 05:55:59 main:574] : INFO : Epoch 1952 | loss: 0.0311574 | val_loss: 0.031171 | Time: 18747.5 ms [2022-02-20 05:56:17 main:574] : INFO : Epoch 1953 | loss: 0.0311554 | val_loss: 0.0311762 | Time: 18337.6 ms [2022-02-20 05:56:36 main:574] : INFO : Epoch 1954 | loss: 0.0311712 | val_loss: 0.0311984 | Time: 19089.2 ms [2022-02-20 05:56:55 main:574] : INFO : Epoch 1955 | loss: 0.0312017 | val_loss: 0.0311986 | Time: 18903.8 ms [2022-02-20 05:57:14 main:574] : INFO : Epoch 1956 | loss: 0.0312009 | val_loss: 0.0311934 | Time: 19011.9 ms [2022-02-20 05:57:34 main:574] : INFO : Epoch 1957 | loss: 0.0311975 | val_loss: 0.0311916 | Time: 19959.2 ms [2022-02-20 05:57:53 main:574] : INFO : Epoch 1958 | loss: 0.0311953 | val_loss: 0.0311903 | Time: 18223.1 ms [2022-02-20 05:58:11 main:574] : INFO : Epoch 1959 | loss: 0.0311929 | val_loss: 0.0311936 | Time: 18114.4 ms [2022-02-20 05:58:30 main:574] : INFO : Epoch 1960 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 18612.8 ms [2022-02-20 05:58:48 main:574] : INFO : Epoch 1961 | loss: 0.0311894 | val_loss: 0.0311872 | Time: 18373.7 ms [2022-02-20 05:59:06 main:574] : INFO : Epoch 1962 | loss: 0.0311876 | val_loss: 0.0311864 | Time: 18048.1 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2022-02-21 01:02:22 main:435] : INFO : Set logging level to 1 [2022-02-21 01:02:22 main:441] : INFO : Running in BOINC Client mode [2022-02-21 01:02:22 main:444] : INFO : Resolving all filenames [2022-02-21 01:02:22 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-21 01:02:22 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-21 01:02:22 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-21 01:02:22 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-21 01:02:22 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-21 01:02:22 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-21 01:02:23 main:474] : INFO : Configuration: [2022-02-21 01:02:23 main:475] : INFO : Model type: GRU [2022-02-21 01:02:23 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-21 01:02:23 main:477] : INFO : Max Epochs: 2048 [2022-02-21 01:02:23 main:478] : INFO : Batch Size: 128 [2022-02-21 01:02:23 main:479] : INFO : Learning Rate: 0.01 [2022-02-21 01:02:23 main:480] : INFO : Patience: 10 [2022-02-21 01:02:23 main:481] : INFO : Hidden Width: 12 [2022-02-21 01:02:23 main:482] : INFO : # Recurrent Layers: 4 [2022-02-21 01:02:23 main:483] : INFO : # Backend Layers: 4 [2022-02-21 01:02:23 main:484] : INFO : # Threads: 1 [2022-02-21 01:02:24 main:486] : INFO : Preparing Dataset [2022-02-21 01:02:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-21 01:02:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-21 01:03:37 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-21 01:03:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-21 01:03:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-21 01:03:39 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-21 01:03:39 main:494] : INFO : Creating Model [2022-02-21 01:03:40 main:507] : INFO : Preparing config file [2022-02-21 01:03:40 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-21 01:03:40 main:512] : INFO : Loading config [2022-02-21 01:03:40 main:514] : INFO : Loading state [2022-02-21 01:03:53 main:559] : INFO : Loading DataLoader into Memory [2022-02-21 01:03:54 main:562] : INFO : Starting Training [2022-02-21 01:04:24 main:574] : INFO : Epoch 1963 | loss: 0.0313206 | val_loss: 0.031213 | Time: 30340.4 ms [2022-02-21 01:04:53 main:574] : INFO : Epoch 1964 | loss: 0.0311969 | val_loss: 0.0311868 | Time: 28891.7 ms [2022-02-21 01:05:24 main:574] : INFO : Epoch 1965 | loss: 0.0311824 | val_loss: 0.0311807 | Time: 31308.4 ms [2022-02-21 01:06:05 main:574] : INFO : Epoch 1966 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 40308 ms [2022-02-21 01:06:28 main:574] : INFO : Epoch 1967 | loss: 0.0311759 | val_loss: 0.0311744 | Time: 23375.7 ms [2022-02-21 01:06:55 main:574] : INFO : Epoch 1968 | loss: 0.031176 | val_loss: 0.0311706 | Time: 26670.9 ms [2022-02-21 01:07:24 main:574] : INFO : Epoch 1969 | loss: 0.0311743 | val_loss: 0.0311744 | Time: 29408.7 ms [2022-02-21 01:08:12 main:574] : INFO : Epoch 1970 | loss: 0.0311725 | val_loss: 0.0311724 | Time: 47202.2 ms [2022-02-21 01:08:35 main:574] : INFO : Epoch 1971 | loss: 0.0311686 | val_loss: 0.0311723 | Time: 23378.2 ms [2022-02-21 01:09:02 main:574] : INFO : Epoch 1972 | loss: 0.0311667 | val_loss: 0.0311711 | Time: 26896 ms [2022-02-21 01:09:30 main:574] : INFO : Epoch 1973 | loss: 0.0311692 | val_loss: 0.0311721 | Time: 27272.9 ms [2022-02-21 01:10:16 main:574] : INFO : Epoch 1974 | loss: 0.0311671 | val_loss: 0.03117 | Time: 45830.9 ms [2022-02-21 01:10:41 main:574] : INFO : Epoch 1975 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 25552.2 ms [2022-02-21 01:11:05 main:574] : INFO : Epoch 1976 | loss: 0.0311654 | val_loss: 0.0311686 | Time: 23712.1 ms [2022-02-21 01:11:33 main:574] : INFO : Epoch 1977 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 27477.6 ms [2022-02-21 01:12:04 main:574] : INFO : Epoch 1978 | loss: 0.0311623 | val_loss: 0.0311702 | Time: 30856 ms [2022-02-21 01:12:46 main:574] : INFO : Epoch 1979 | loss: 0.0311616 | val_loss: 0.0311714 | Time: 42050.2 ms [2022-02-21 01:13:12 main:574] : INFO : Epoch 1980 | loss: 0.0311605 | val_loss: 0.0311651 | Time: 25833.5 ms [2022-02-21 01:13:42 main:574] : INFO : Epoch 1981 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 29695 ms [2022-02-21 01:14:14 main:574] : INFO : Epoch 1982 | loss: 0.0311587 | val_loss: 0.0311646 | Time: 31729 ms [2022-02-21 01:15:03 main:574] : INFO : Epoch 1983 | loss: 0.0311597 | val_loss: 0.0311678 | Time: 49354.8 ms [2022-02-21 01:15:35 main:574] : INFO : Epoch 1984 | loss: 0.0311689 | val_loss: 0.03117 | Time: 31818.2 ms [2022-02-21 01:16:14 main:574] : INFO : Epoch 1985 | loss: 0.0311706 | val_loss: 0.0311694 | Time: 38772.7 ms [2022-02-21 01:17:02 main:574] : INFO : Epoch 1986 | loss: 0.031169 | val_loss: 0.0311685 | Time: 47964.2 ms [2022-02-21 01:17:28 main:574] : INFO : Epoch 1987 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 25480.2 ms [2022-02-21 01:18:05 main:574] : INFO : Epoch 1988 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 37635.5 ms [2022-02-21 01:19:10 main:574] : INFO : Epoch 1989 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 64971.6 ms [2022-02-21 01:19:48 main:574] : INFO : Epoch 1990 | loss: 0.0311623 | val_loss: 0.0311661 | Time: 37717 ms [2022-02-21 01:20:16 main:574] : INFO : Epoch 1991 | loss: 0.0311624 | val_loss: 0.0311742 | Time: 27991.1 ms [2022-02-21 01:20:59 main:574] : INFO : Epoch 1992 | loss: 0.0311613 | val_loss: 0.0311653 | Time: 42666.8 ms [2022-02-21 01:21:48 main:574] : INFO : Epoch 1993 | loss: 0.0311594 | val_loss: 0.0311651 | Time: 49025.3 ms [2022-02-21 01:22:16 main:574] : INFO : Epoch 1994 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 28194.4 ms [2022-02-21 01:22:49 main:574] : INFO : Epoch 1995 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 32219.5 ms [2022-02-21 01:24:17 main:574] : INFO : Epoch 1996 | loss: 0.0311631 | val_loss: 0.0311667 | Time: 88074.6 ms [2022-02-21 01:24:47 main:574] : INFO : Epoch 1997 | loss: 0.0311641 | val_loss: 0.0311665 | Time: 29932.7 ms [2022-02-21 01:25:17 main:574] : INFO : Epoch 1998 | loss: 0.0311611 | val_loss: 0.031165 | Time: 30095.2 ms [2022-02-21 01:26:08 main:574] : INFO : Epoch 1999 | loss: 0.031159 | val_loss: 0.0311629 | Time: 50871.6 ms [2022-02-21 01:30:06 main:574] : INFO : Epoch 2000 | loss: 0.0311588 | val_loss: 0.031168 | Time: 237466 ms [2022-02-21 01:32:44 main:574] : INFO : Epoch 2001 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 158773 ms [2022-02-21 01:35:49 main:574] : INFO : Epoch 2002 | loss: 0.0311608 | val_loss: 0.031168 | Time: 184579 ms [2022-02-21 01:38:40 main:574] : INFO : Epoch 2003 | loss: 0.0311623 | val_loss: 0.0311692 | Time: 170586 ms [2022-02-21 01:40:07 main:574] : INFO : Epoch 2004 | loss: 0.0311641 | val_loss: 0.0311771 | Time: 86980.1 ms [2022-02-21 01:41:25 main:574] : INFO : Epoch 2005 | loss: 0.031161 | val_loss: 0.0311616 | Time: 77772.2 ms [2022-02-21 01:42:19 main:574] : INFO : Epoch 2006 | loss: 0.031158 | val_loss: 0.0311682 | Time: 54234.6 ms [2022-02-21 01:43:18 main:574] : INFO : Epoch 2007 | loss: 0.0311599 | val_loss: 0.0311623 | Time: 58488.9 ms [2022-02-21 01:44:07 main:574] : INFO : Epoch 2008 | loss: 0.0311579 | val_loss: 0.0311706 | Time: 48316.8 ms [2022-02-21 01:44:47 main:574] : INFO : Epoch 2009 | loss: 0.0311581 | val_loss: 0.0311672 | Time: 40093 ms [2022-02-21 01:46:13 main:574] : INFO : Epoch 2010 | loss: 0.0311599 | val_loss: 0.0311652 | Time: 86241.5 ms [2022-02-21 01:46:50 main:574] : INFO : Epoch 2011 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 36417.4 ms [2022-02-21 01:47:20 main:574] : INFO : Epoch 2012 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 30128 ms [2022-02-21 01:47:40 main:574] : INFO : Epoch 2013 | loss: 0.031177 | val_loss: 0.0311768 | Time: 20344.6 ms [2022-02-21 01:48:02 main:574] : INFO : Epoch 2014 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 21858.2 ms [2022-02-21 01:48:23 main:574] : INFO : Epoch 2015 | loss: 0.031176 | val_loss: 0.0311791 | Time: 20165 ms [2022-02-21 01:48:39 main:574] : INFO : Epoch 2016 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 16530.1 ms [2022-02-21 01:48:55 main:574] : INFO : Epoch 2017 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 15986.6 ms [2022-02-21 01:49:11 main:574] : INFO : Epoch 2018 | loss: 0.031168 | val_loss: 0.0311716 | Time: 15373.6 ms [2022-02-21 01:49:30 main:574] : INFO : Epoch 2019 | loss: 0.0311675 | val_loss: 0.0311714 | Time: 19243.1 ms [2022-02-21 01:49:45 main:574] : INFO : Epoch 2020 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 15134.7 ms [2022-02-21 01:50:01 main:574] : INFO : Epoch 2021 | loss: 0.0311684 | val_loss: 0.031171 | Time: 15017.5 ms [2022-02-21 01:50:17 main:574] : INFO : Epoch 2022 | loss: 0.0311655 | val_loss: 0.0311698 | Time: 16413.5 ms [2022-02-21 01:50:34 main:574] : INFO : Epoch 2023 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 17046.2 ms [2022-02-21 01:50:50 main:574] : INFO : Epoch 2024 | loss: 0.0311647 | val_loss: 0.0311682 | Time: 15672.6 ms [2022-02-21 01:51:06 main:574] : INFO : Epoch 2025 | loss: 0.0311645 | val_loss: 0.0311695 | Time: 15579.5 ms [2022-02-21 01:51:21 main:574] : INFO : Epoch 2026 | loss: 0.0311639 | val_loss: 0.0311683 | Time: 15151.5 ms [2022-02-21 01:51:36 main:574] : INFO : Epoch 2027 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 15604.6 ms [2022-02-21 01:51:52 main:574] : INFO : Epoch 2028 | loss: 0.0311663 | val_loss: 0.031168 | Time: 15036.9 ms [2022-02-21 01:52:07 main:574] : INFO : Epoch 2029 | loss: 0.031164 | val_loss: 0.0311734 | Time: 15347.9 ms [2022-02-21 01:52:22 main:574] : INFO : Epoch 2030 | loss: 0.0311662 | val_loss: 0.0311731 | Time: 15462.7 ms [2022-02-21 01:52:39 main:574] : INFO : Epoch 2031 | loss: 0.0311668 | val_loss: 0.031168 | Time: 15957.1 ms [2022-02-21 01:52:54 main:574] : INFO : Epoch 2032 | loss: 0.0311652 | val_loss: 0.0311685 | Time: 15689.1 ms [2022-02-21 01:53:10 main:574] : INFO : Epoch 2033 | loss: 0.0311627 | val_loss: 0.0311683 | Time: 15952.1 ms [2022-02-21 01:53:26 main:574] : INFO : Epoch 2034 | loss: 0.0311612 | val_loss: 0.0311673 | Time: 15385.2 ms [2022-02-21 01:53:41 main:574] : INFO : Epoch 2035 | loss: 0.0311629 | val_loss: 0.031168 | Time: 14998.3 ms [2022-02-21 01:53:57 main:574] : INFO : Epoch 2036 | loss: 0.0311605 | val_loss: 0.0311675 | Time: 15911.1 ms [2022-02-21 01:54:12 main:574] : INFO : Epoch 2037 | loss: 0.0311602 | val_loss: 0.0311658 | Time: 15132.2 ms [2022-02-21 01:54:28 main:574] : INFO : Epoch 2038 | loss: 0.0311587 | val_loss: 0.0311675 | Time: 15817.4 ms [2022-02-21 01:54:44 main:574] : INFO : Epoch 2039 | loss: 0.031159 | val_loss: 0.0311682 | Time: 15676.9 ms [2022-02-21 01:55:00 main:574] : INFO : Epoch 2040 | loss: 0.0311586 | val_loss: 0.0311672 | Time: 15718.5 ms [2022-02-21 01:55:15 main:574] : INFO : Epoch 2041 | loss: 0.0311593 | val_loss: 0.0311716 | Time: 15561.9 ms [2022-02-21 01:55:31 main:574] : INFO : Epoch 2042 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 15797.7 ms [2022-02-21 01:55:47 main:574] : INFO : Epoch 2043 | loss: 0.0311592 | val_loss: 0.0311685 | Time: 16192.1 ms [2022-02-21 01:56:03 main:574] : INFO : Epoch 2044 | loss: 0.0311585 | val_loss: 0.031169 | Time: 15901.4 ms [2022-02-21 01:56:19 main:574] : INFO : Epoch 2045 | loss: 0.031159 | val_loss: 0.0311683 | Time: 15581.6 ms [2022-02-21 01:56:35 main:574] : INFO : Epoch 2046 | loss: 0.0311578 | val_loss: 0.0311675 | Time: 15515.3 ms [2022-02-21 01:56:51 main:574] : INFO : Epoch 2047 | loss: 0.0311589 | val_loss: 0.0311685 | Time: 15871.8 ms [2022-02-21 01:57:06 main:574] : INFO : Epoch 2048 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 15445 ms [2022-02-21 01:57:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311694 [2022-02-21 01:57:06 main:603] : INFO : Saving end state to config to file [2022-02-21 01:57:06 main:608] : INFO : Success, exiting.. 01:57:06 (5292): 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)