Task 12810369
| Name | ParityModified-1645993654-13762-0_1 |
| Workunit | 9376196 |
| Created | 9 Mar 2022, 4:18:46 UTC |
| Sent | 9 Mar 2022, 4:24:50 UTC |
| Report deadline | 17 Mar 2022, 4:24:50 UTC |
| Received | 11 Mar 2022, 7:41:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1150 |
| Run time | 57 min 15 sec |
| CPU time | 55 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.91 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 10 03:03:21 main:574] : INFO : Epoch 1620 | loss: 0.0311015 | val_loss: 0.0311725 | Time: 1646.81 ms [2022-03-10 03:03:23 main:574] : INFO : Epoch 1621 | loss: 0.0311041 | val_loss: 0.0311718 | Time: 1636.95 ms [2022-03-10 03:03:25 main:574] : INFO : Epoch 1622 | loss: 0.0311049 | val_loss: 0.031173 | Time: 1648.93 ms [2022-03-10 03:03:26 main:574] : INFO : Epoch 1623 | loss: 0.0311066 | val_loss: 0.0311718 | Time: 1644.64 ms [2022-03-10 03:03:28 main:574] : INFO : Epoch 1624 | loss: 0.0311024 | val_loss: 0.0311752 | Time: 1651.18 ms [2022-03-10 03:03:30 main:574] : INFO : Epoch 1625 | loss: 0.0311023 | val_loss: 0.031178 | Time: 1640.71 ms [2022-03-10 03:03:31 main:574] : INFO : Epoch 1626 | loss: 0.0311009 | val_loss: 0.0311749 | Time: 1638.33 ms [2022-03-10 03:03:33 main:574] : INFO : Epoch 1627 | loss: 0.0310987 | val_loss: 0.0311789 | Time: 1638.56 ms [2022-03-10 03:03:34 main:574] : INFO : Epoch 1628 | loss: 0.0310996 | val_loss: 0.0311695 | Time: 1643.52 ms [2022-03-10 03:03:36 main:574] : INFO : Epoch 1629 | loss: 0.0310978 | val_loss: 0.0311803 | Time: 1641.88 ms [2022-03-10 03:03:38 main:574] : INFO : Epoch 1630 | loss: 0.0310983 | val_loss: 0.0311864 | Time: 1644.85 ms [2022-03-10 03:03:39 main:574] : INFO : Epoch 1631 | loss: 0.0310996 | val_loss: 0.0311735 | Time: 1637.94 ms [2022-03-10 03:03:41 main:574] : INFO : Epoch 1632 | loss: 0.031101 | val_loss: 0.0311766 | Time: 1645.04 ms [2022-03-10 03:03:43 main:574] : INFO : Epoch 1633 | loss: 0.0310975 | val_loss: 0.031173 | Time: 1639.51 ms [2022-03-10 03:03:44 main:574] : INFO : Epoch 1634 | loss: 0.0311013 | val_loss: 0.031189 | Time: 1648.52 ms [2022-03-10 03:03:46 main:574] : INFO : Epoch 1635 | loss: 0.0311025 | val_loss: 0.0311789 | Time: 1647 ms [2022-03-10 03:03:48 main:574] : INFO : Epoch 1636 | loss: 0.0311074 | val_loss: 0.031174 | Time: 1636.27 ms [2022-03-10 03:03:49 main:574] : INFO : Epoch 1637 | loss: 0.0310996 | val_loss: 0.0311751 | Time: 1640.83 ms [2022-03-10 03:03:51 main:574] : INFO : Epoch 1638 | loss: 0.0310984 | val_loss: 0.0311743 | Time: 1643.27 ms [2022-03-10 03:03:53 main:574] : INFO : Epoch 1639 | loss: 0.0310993 | val_loss: 0.0311772 | Time: 1639.86 ms [2022-03-10 03:03:54 main:574] : INFO : Epoch 1640 | loss: 0.0311007 | val_loss: 0.0311763 | Time: 1650.15 ms [2022-03-10 03:03:56 main:574] : INFO : Epoch 1641 | loss: 0.0311046 | val_loss: 0.0311731 | Time: 1651.02 ms [2022-03-10 03:03:58 main:574] : INFO : Epoch 1642 | loss: 0.0311058 | val_loss: 0.0311741 | Time: 1644.39 ms [2022-03-10 03:03:59 main:574] : INFO : Epoch 1643 | loss: 0.0310985 | val_loss: 0.0311736 | Time: 1644.36 ms [2022-03-10 03:04:01 main:574] : INFO : Epoch 1644 | loss: 0.0311027 | val_loss: 0.0311839 | Time: 1646.71 ms [2022-03-10 03:04:03 main:574] : INFO : Epoch 1645 | loss: 0.0311008 | val_loss: 0.0311852 | Time: 1642.61 ms [2022-03-10 03:04:04 main:574] : INFO : Epoch 1646 | loss: 0.0311006 | val_loss: 0.0311751 | Time: 1645.04 ms [2022-03-10 03:04:06 main:574] : INFO : Epoch 1647 | loss: 0.0310983 | val_loss: 0.0311744 | Time: 1645.59 ms [2022-03-10 03:04:08 main:574] : INFO : Epoch 1648 | loss: 0.0310993 | val_loss: 0.0311781 | Time: 1673.76 ms [2022-03-10 03:04:09 main:574] : INFO : Epoch 1649 | loss: 0.0311018 | val_loss: 0.0311748 | Time: 1643.23 ms [2022-03-10 03:04:11 main:574] : INFO : Epoch 1650 | loss: 0.0310999 | val_loss: 0.0311735 | Time: 1642.78 ms [2022-03-10 03:04:13 main:574] : INFO : Epoch 1651 | loss: 0.0311005 | val_loss: 0.0311791 | Time: 1644.01 ms [2022-03-10 03:04:14 main:574] : INFO : Epoch 1652 | loss: 0.0310978 | val_loss: 0.0311777 | Time: 1642.29 ms [2022-03-10 03:04:16 main:574] : INFO : Epoch 1653 | loss: 0.0310959 | val_loss: 0.0311783 | Time: 1650.76 ms [2022-03-10 03:04:18 main:574] : INFO : Epoch 1654 | loss: 0.0310943 | val_loss: 0.0311757 | Time: 1646.73 ms [2022-03-10 03:04:19 main:574] : INFO : Epoch 1655 | loss: 0.0310957 | val_loss: 0.0311787 | Time: 1641.21 ms [2022-03-10 03:04:21 main:574] : INFO : Epoch 1656 | loss: 0.0310955 | val_loss: 0.0311765 | Time: 1644.82 ms [2022-03-10 03:04:23 main:574] : INFO : Epoch 1657 | loss: 0.0310961 | val_loss: 0.031178 | Time: 1647.2 ms [2022-03-10 03:04:24 main:574] : INFO : Epoch 1658 | loss: 0.0310977 | val_loss: 0.0311772 | Time: 1643.38 ms [2022-03-10 03:04:26 main:574] : INFO : Epoch 1659 | loss: 0.0310951 | val_loss: 0.0311752 | Time: 1646.1 ms [2022-03-10 03:04:28 main:574] : INFO : Epoch 1660 | loss: 0.0310949 | val_loss: 0.0311864 | Time: 1653.11 ms [2022-03-10 03:04:29 main:574] : INFO : Epoch 1661 | loss: 0.0310986 | val_loss: 0.0311755 | Time: 1640.54 ms [2022-03-10 03:04:31 main:574] : INFO : Epoch 1662 | loss: 0.0311026 | val_loss: 0.0311771 | Time: 1645.13 ms [2022-03-10 03:04:33 main:574] : INFO : Epoch 1663 | loss: 0.0311102 | val_loss: 0.0311675 | Time: 1638.44 ms [2022-03-10 03:04:34 main:574] : INFO : Epoch 1664 | loss: 0.0311081 | val_loss: 0.031178 | Time: 1653.33 ms [2022-03-10 03:04:36 main:574] : INFO : Epoch 1665 | loss: 0.0311037 | val_loss: 0.0311797 | Time: 1643.88 ms [2022-03-10 03:04:37 main:574] : INFO : Epoch 1666 | loss: 0.0311018 | val_loss: 0.0311769 | Time: 1641.06 ms [2022-03-10 03:04:39 main:574] : INFO : Epoch 1667 | loss: 0.0310985 | val_loss: 0.0311815 | Time: 1647.94 ms [2022-03-10 03:04:41 main:574] : INFO : Epoch 1668 | loss: 0.0310966 | val_loss: 0.0311787 | Time: 1643.63 ms [2022-03-10 03:04:42 main:574] : INFO : Epoch 1669 | loss: 0.0310956 | val_loss: 0.0311821 | Time: 1644.33 ms [2022-03-10 03:04:44 main:574] : INFO : Epoch 1670 | loss: 0.0310981 | val_loss: 0.0311717 | Time: 1644.57 ms [2022-03-10 03:04:46 main:574] : INFO : Epoch 1671 | loss: 0.0310935 | val_loss: 0.0311779 | Time: 1649.65 ms [2022-03-10 03:04:47 main:574] : INFO : Epoch 1672 | loss: 0.0310942 | val_loss: 0.0311794 | Time: 1635.57 ms [2022-03-10 03:04:49 main:574] : INFO : Epoch 1673 | loss: 0.0310966 | val_loss: 0.0311716 | Time: 1642.93 ms [2022-03-10 03:04:51 main:574] : INFO : Epoch 1674 | loss: 0.0310986 | val_loss: 0.0311842 | Time: 1636.65 ms [2022-03-10 03:04:52 main:574] : INFO : Epoch 1675 | loss: 0.0310991 | val_loss: 0.0311815 | Time: 1643.12 ms [2022-03-10 03:04:54 main:574] : INFO : Epoch 1676 | loss: 0.0311005 | val_loss: 0.0311754 | Time: 1640.23 ms [2022-03-10 03:04:56 main:574] : INFO : Epoch 1677 | loss: 0.031098 | val_loss: 0.0311793 | Time: 1657.73 ms [2022-03-10 03:04:57 main:574] : INFO : Epoch 1678 | loss: 0.0310994 | val_loss: 0.031174 | Time: 1638.92 ms [2022-03-10 03:04:59 main:574] : INFO : Epoch 1679 | loss: 0.0310956 | val_loss: 0.0311824 | Time: 1646.83 ms [2022-03-10 03:05:01 main:574] : INFO : Epoch 1680 | loss: 0.0310917 | val_loss: 0.0311829 | Time: 1635.79 ms [2022-03-10 03:05:02 main:574] : INFO : Epoch 1681 | loss: 0.0310928 | val_loss: 0.031182 | Time: 1642.69 ms [2022-03-10 03:05:04 main:574] : INFO : Epoch 1682 | loss: 0.0310921 | val_loss: 0.0311794 | Time: 1638.52 ms [2022-03-10 03:05:06 main:574] : INFO : Epoch 1683 | loss: 0.0310938 | val_loss: 0.0311809 | Time: 1647.18 ms [2022-03-10 03:05:07 main:574] : INFO : Epoch 1684 | loss: 0.0310931 | val_loss: 0.0311779 | Time: 1634.59 ms [2022-03-10 03:05:09 main:574] : INFO : Epoch 1685 | loss: 0.031092 | val_loss: 0.031189 | Time: 1639.34 ms [2022-03-10 03:05:11 main:574] : INFO : Epoch 1686 | loss: 0.0310941 | val_loss: 0.0311847 | Time: 1635.8 ms [2022-03-10 03:05:12 main:574] : INFO : Epoch 1687 | loss: 0.0310967 | val_loss: 0.0311827 | Time: 1648.37 ms [2022-03-10 03:05:14 main:574] : INFO : Epoch 1688 | loss: 0.0310933 | val_loss: 0.0311871 | Time: 1641.67 ms [2022-03-10 03:05:16 main:574] : INFO : Epoch 1689 | loss: 0.031093 | val_loss: 0.0311754 | Time: 1645.8 ms [2022-03-10 03:05:17 main:574] : INFO : Epoch 1690 | loss: 0.0310981 | val_loss: 0.0311816 | Time: 1632.5 ms [2022-03-10 03:05:19 main:574] : INFO : Epoch 1691 | loss: 0.0310959 | val_loss: 0.0311776 | Time: 1641.35 ms [2022-03-10 03:05:21 main:574] : INFO : Epoch 1692 | loss: 0.031098 | val_loss: 0.0311793 | Time: 1627.61 ms [2022-03-10 03:05:22 main:574] : INFO : Epoch 1693 | loss: 0.0311007 | val_loss: 0.0311777 | Time: 1649.23 ms [2022-03-10 03:05:24 main:574] : INFO : Epoch 1694 | loss: 0.031108 | val_loss: 0.0311802 | Time: 1641.18 ms [2022-03-10 03:05:26 main:574] : INFO : Epoch 1695 | loss: 0.0311087 | val_loss: 0.0311814 | Time: 1650.02 ms [2022-03-10 03:05:27 main:574] : INFO : Epoch 1696 | loss: 0.0311024 | val_loss: 0.0311742 | Time: 1636.6 ms [2022-03-10 03:05:29 main:574] : INFO : Epoch 1697 | loss: 0.0311006 | val_loss: 0.0311788 | Time: 1647.41 ms [2022-03-10 03:05:31 main:574] : INFO : Epoch 1698 | loss: 0.0310957 | val_loss: 0.0311729 | Time: 1638.21 ms [2022-03-10 03:05:32 main:574] : INFO : Epoch 1699 | loss: 0.0310946 | val_loss: 0.0311843 | Time: 1645.51 ms [2022-03-10 03:05:34 main:574] : INFO : Epoch 1700 | loss: 0.0310903 | val_loss: 0.0312046 | Time: 1632.55 ms [2022-03-10 03:05:35 main:574] : INFO : Epoch 1701 | loss: 0.0310924 | val_loss: 0.0311792 | Time: 1653.35 ms [2022-03-10 03:05:37 main:574] : INFO : Epoch 1702 | loss: 0.0310871 | val_loss: 0.0311781 | Time: 1634.12 ms [2022-03-10 03:05:39 main:574] : INFO : Epoch 1703 | loss: 0.0310922 | val_loss: 0.0311841 | Time: 1646.21 ms [2022-03-10 03:05:40 main:574] : INFO : Epoch 1704 | loss: 0.0310918 | val_loss: 0.0311797 | Time: 1634.81 ms [2022-03-10 03:05:42 main:574] : INFO : Epoch 1705 | loss: 0.0310937 | val_loss: 0.031173 | Time: 1648.91 ms [2022-03-10 03:05:44 main:574] : INFO : Epoch 1706 | loss: 0.0310932 | val_loss: 0.0311928 | Time: 1636.84 ms [2022-03-10 03:05:45 main:574] : INFO : Epoch 1707 | loss: 0.031094 | val_loss: 0.0311769 | Time: 1646.54 ms [2022-03-10 03:05:47 main:574] : INFO : Epoch 1708 | loss: 0.0310904 | val_loss: 0.0311845 | Time: 1635.86 ms [2022-03-10 03:05:49 main:574] : INFO : Epoch 1709 | loss: 0.0310918 | val_loss: 0.0311811 | Time: 1639.6 ms [2022-03-10 03:05:50 main:574] : INFO : Epoch 1710 | loss: 0.0310924 | val_loss: 0.0311858 | Time: 1632.38 ms [2022-03-10 03:05:52 main:574] : INFO : Epoch 1711 | loss: 0.0310908 | val_loss: 0.0311763 | Time: 1650.09 ms [2022-03-10 03:05:54 main:574] : INFO : Epoch 1712 | loss: 0.0310913 | val_loss: 0.0311869 | Time: 1634.64 ms [2022-03-10 03:05:55 main:574] : INFO : Epoch 1713 | loss: 0.0310968 | val_loss: 0.0311846 | Time: 1658.5 ms [2022-03-10 03:05:57 main:574] : INFO : Epoch 1714 | loss: 0.0310955 | val_loss: 0.0311785 | Time: 1635.51 ms [2022-03-10 03:05:59 main:574] : INFO : Epoch 1715 | loss: 0.0310942 | val_loss: 0.0311759 | Time: 1640.08 ms [2022-03-10 03:06:00 main:574] : INFO : Epoch 1716 | loss: 0.0310897 | val_loss: 0.0311798 | Time: 1635.53 ms [2022-03-10 03:06:02 main:574] : INFO : Epoch 1717 | loss: 0.0310905 | val_loss: 0.0311814 | Time: 1641.82 ms [2022-03-10 03:06:04 main:574] : INFO : Epoch 1718 | loss: 0.0310887 | val_loss: 0.0311822 | Time: 1631.59 ms [2022-03-10 03:06:05 main:574] : INFO : Epoch 1719 | loss: 0.0310866 | val_loss: 0.0311832 | Time: 1649.57 ms [2022-03-10 03:06:07 main:574] : INFO : Epoch 1720 | loss: 0.0310871 | val_loss: 0.0311814 | Time: 1638.19 ms [2022-03-10 03:06:09 main:574] : INFO : Epoch 1721 | loss: 0.0310863 | val_loss: 0.0311815 | Time: 1642.92 ms [2022-03-10 03:06:10 main:574] : INFO : Epoch 1722 | loss: 0.0310923 | val_loss: 0.0311859 | Time: 1636.4 ms [2022-03-10 03:06:12 main:574] : INFO : Epoch 1723 | loss: 0.0310906 | val_loss: 0.0311835 | Time: 1637.26 ms [2022-03-10 03:06:14 main:574] : INFO : Epoch 1724 | loss: 0.0310872 | val_loss: 0.0311825 | Time: 1641.38 ms [2022-03-10 03:06:15 main:574] : INFO : Epoch 1725 | loss: 0.031088 | val_loss: 0.0311809 | Time: 1655.03 ms [2022-03-10 03:06:17 main:574] : INFO : Epoch 1726 | loss: 0.0310895 | val_loss: 0.0311855 | Time: 1634.12 ms [2022-03-10 03:06:18 main:574] : INFO : Epoch 1727 | loss: 0.0310886 | val_loss: 0.0311828 | Time: 1641.52 ms [2022-03-10 03:06:20 main:574] : INFO : Epoch 1728 | loss: 0.0310878 | val_loss: 0.031187 | Time: 1639 ms [2022-03-10 03:06:22 main:574] : INFO : Epoch 1729 | loss: 0.03109 | val_loss: 0.0311889 | Time: 1640.17 ms [2022-03-10 03:06:23 main:574] : INFO : Epoch 1730 | loss: 0.0310902 | val_loss: 0.0311781 | Time: 1637.26 ms [2022-03-10 03:06:25 main:574] : INFO : Epoch 1731 | loss: 0.0310904 | val_loss: 0.0311853 | Time: 1644.2 ms [2022-03-10 03:06:27 main:574] : INFO : Epoch 1732 | loss: 0.0310905 | val_loss: 0.031182 | Time: 1644.94 ms [2022-03-10 03:06:28 main:574] : INFO : Epoch 1733 | loss: 0.0310924 | val_loss: 0.0311859 | Time: 1647.32 ms [2022-03-10 03:06:30 main:574] : INFO : Epoch 1734 | loss: 0.03109 | val_loss: 0.0311943 | Time: 1640 ms [2022-03-10 03:06:32 main:574] : INFO : Epoch 1735 | loss: 0.031092 | val_loss: 0.0311839 | Time: 1639.82 ms [2022-03-10 03:06:33 main:574] : INFO : Epoch 1736 | loss: 0.0310901 | val_loss: 0.0311813 | Time: 1638.22 ms [2022-03-10 03:06:35 main:574] : INFO : Epoch 1737 | loss: 0.0310895 | val_loss: 0.0311813 | Time: 1644.27 ms [2022-03-10 03:06:37 main:574] : INFO : Epoch 1738 | loss: 0.0310914 | val_loss: 0.0311877 | Time: 1641.74 ms [2022-03-10 03:06:38 main:574] : INFO : Epoch 1739 | loss: 0.0310958 | val_loss: 0.0311857 | Time: 1638.21 ms [2022-03-10 03:06:40 main:574] : INFO : Epoch 1740 | loss: 0.0310971 | val_loss: 0.0311833 | Time: 1636.91 ms [2022-03-10 03:06:42 main:574] : INFO : Epoch 1741 | loss: 0.0310911 | val_loss: 0.0311868 | Time: 1642.02 ms [2022-03-10 03:06:43 main:574] : INFO : Epoch 1742 | loss: 0.0310882 | val_loss: 0.0311877 | Time: 1639.28 ms [2022-03-10 03:06:45 main:574] : INFO : Epoch 1743 | loss: 0.03109 | val_loss: 0.0311902 | Time: 1645.19 ms [2022-03-10 03:06:47 main:574] : INFO : Epoch 1744 | loss: 0.0310905 | val_loss: 0.0311856 | Time: 1647.03 ms [2022-03-10 03:06:48 main:574] : INFO : Epoch 1745 | loss: 0.0310919 | val_loss: 0.031186 | Time: 1644.03 ms [2022-03-10 03:06:50 main:574] : INFO : Epoch 1746 | loss: 0.031091 | val_loss: 0.0311789 | Time: 1639.68 ms [2022-03-10 03:06:52 main:574] : INFO : Epoch 1747 | loss: 0.0310926 | val_loss: 0.0311787 | Time: 1646.46 ms [2022-03-10 03:06:53 main:574] : INFO : Epoch 1748 | loss: 0.0310881 | val_loss: 0.0311965 | Time: 1642.14 ms [2022-03-10 03:06:55 main:574] : INFO : Epoch 1749 | loss: 0.0310875 | val_loss: 0.0311885 | Time: 1642.95 ms [2022-03-10 03:06:57 main:574] : INFO : Epoch 1750 | loss: 0.0310855 | val_loss: 0.0311833 | Time: 1642.97 ms [2022-03-10 03:06:58 main:574] : INFO : Epoch 1751 | loss: 0.0310907 | val_loss: 0.0311814 | Time: 1641.56 ms [2022-03-10 03:07:00 main:574] : INFO : Epoch 1752 | loss: 0.0310888 | val_loss: 0.0311759 | Time: 1645.15 ms [2022-03-10 03:07:02 main:574] : INFO : Epoch 1753 | loss: 0.0310982 | val_loss: 0.0311768 | Time: 1637.63 ms [2022-03-10 03:07:03 main:574] : INFO : Epoch 1754 | loss: 0.0311232 | val_loss: 0.0311643 | Time: 1646.26 ms [2022-03-10 03:07:05 main:574] : INFO : Epoch 1755 | loss: 0.0311281 | val_loss: 0.0311669 | Time: 1644.98 ms [2022-03-10 03:07:07 main:574] : INFO : Epoch 1756 | loss: 0.0311217 | val_loss: 0.0311739 | Time: 1643.74 ms [2022-03-10 03:07:08 main:574] : INFO : Epoch 1757 | loss: 0.0311123 | val_loss: 0.031175 | Time: 1640.36 ms [2022-03-10 03:07:10 main:574] : INFO : Epoch 1758 | loss: 0.0311087 | val_loss: 0.0311727 | Time: 1650.34 ms [2022-03-10 03:07:12 main:574] : INFO : Epoch 1759 | loss: 0.0311048 | val_loss: 0.0311751 | Time: 1639.37 ms [2022-03-10 03:07:13 main:574] : INFO : Epoch 1760 | loss: 0.0310987 | val_loss: 0.0311798 | Time: 1640.8 ms [2022-03-10 03:07:15 main:574] : INFO : Epoch 1761 | loss: 0.0311005 | val_loss: 0.0311717 | Time: 1640.45 ms [2022-03-10 03:07:16 main:574] : INFO : Epoch 1762 | loss: 0.0311043 | val_loss: 0.0311803 | Time: 1646.9 ms [2022-03-10 03:07:18 main:574] : INFO : Epoch 1763 | loss: 0.0310973 | val_loss: 0.0311785 | Time: 1639.09 ms [2022-03-10 03:07:20 main:574] : INFO : Epoch 1764 | loss: 0.0310932 | val_loss: 0.0311789 | Time: 1646.66 ms [2022-03-10 03:07:21 main:574] : INFO : Epoch 1765 | loss: 0.0310882 | val_loss: 0.0311812 | Time: 1643.39 ms [2022-03-10 03:07:23 main:574] : INFO : Epoch 1766 | loss: 0.031088 | val_loss: 0.0311904 | Time: 1644.71 ms [2022-03-10 03:07:25 main:574] : INFO : Epoch 1767 | loss: 0.031088 | val_loss: 0.0311857 | Time: 1643.79 ms [2022-03-10 03:07:26 main:574] : INFO : Epoch 1768 | loss: 0.0310968 | val_loss: 0.0311818 | Time: 1644.66 ms [2022-03-10 03:07:28 main:574] : INFO : Epoch 1769 | loss: 0.0310952 | val_loss: 0.031184 | Time: 1641.64 ms [2022-03-10 03:07:30 main:574] : INFO : Epoch 1770 | loss: 0.0310979 | val_loss: 0.0311871 | Time: 1646.31 ms [2022-03-10 03:07:31 main:574] : INFO : Epoch 1771 | loss: 0.0310934 | val_loss: 0.031177 | Time: 1637.69 ms [2022-03-10 03:07:33 main:574] : INFO : Epoch 1772 | loss: 0.0310938 | val_loss: 0.0311831 | Time: 1638.41 ms [2022-03-10 03:07:35 main:574] : INFO : Epoch 1773 | loss: 0.0311069 | val_loss: 0.0311759 | Time: 1642.83 ms [2022-03-10 03:07:36 main:574] : INFO : Epoch 1774 | loss: 0.0311093 | val_loss: 0.031185 | Time: 1651.1 ms [2022-03-10 03:07:38 main:574] : INFO : Epoch 1775 | loss: 0.0310985 | val_loss: 0.0311794 | Time: 1634.74 ms [2022-03-10 03:07:40 main:574] : INFO : Epoch 1776 | loss: 0.0310963 | val_loss: 0.031182 | Time: 1644.48 ms [2022-03-10 03:07:41 main:574] : INFO : Epoch 1777 | loss: 0.0310988 | val_loss: 0.0311722 | Time: 1638.17 ms [2022-03-10 03:07:43 main:574] : INFO : Epoch 1778 | loss: 0.031097 | val_loss: 0.0311895 | Time: 1644.39 ms [2022-03-10 03:07:45 main:574] : INFO : Epoch 1779 | loss: 0.0310916 | val_loss: 0.0311733 | Time: 1649.08 ms [2022-03-10 03:07:46 main:574] : INFO : Epoch 1780 | loss: 0.0310925 | val_loss: 0.0311743 | Time: 1650.01 ms [2022-03-10 03:07:48 main:574] : INFO : Epoch 1781 | loss: 0.031088 | val_loss: 0.0311812 | Time: 1636.16 ms [2022-03-10 03:07:50 main:574] : INFO : Epoch 1782 | loss: 0.0310873 | val_loss: 0.0311886 | Time: 1645.72 ms [2022-03-10 03:07:51 main:574] : INFO : Epoch 1783 | loss: 0.0310888 | val_loss: 0.0311925 | Time: 1634.71 ms [2022-03-10 03:07:53 main:574] : INFO : Epoch 1784 | loss: 0.0310905 | val_loss: 0.0311835 | Time: 1650.29 ms [2022-03-10 03:07:55 main:574] : INFO : Epoch 1785 | loss: 0.0310866 | val_loss: 0.0311875 | Time: 1645.39 ms [2022-03-10 03:07:56 main:574] : INFO : Epoch 1786 | loss: 0.0310848 | val_loss: 0.0311826 | Time: 1644.32 ms [2022-03-10 03:07:58 main:574] : INFO : Epoch 1787 | loss: 0.0310869 | val_loss: 0.0311842 | Time: 1638.76 ms [2022-03-10 03:08:00 main:574] : INFO : Epoch 1788 | loss: 0.0310864 | val_loss: 0.0311809 | Time: 1642.78 ms [2022-03-10 03:08:01 main:574] : INFO : Epoch 1789 | loss: 0.0310849 | val_loss: 0.0311807 | Time: 1638.54 ms [2022-03-10 03:08:03 main:574] : INFO : Epoch 1790 | loss: 0.0310852 | val_loss: 0.0311959 | Time: 1648.1 ms [2022-03-10 03:08:05 main:574] : INFO : Epoch 1791 | loss: 0.0310824 | val_loss: 0.0311863 | Time: 1643.31 ms [2022-03-10 03:08:06 main:574] : INFO : Epoch 1792 | loss: 0.0310871 | val_loss: 0.0311912 | Time: 1651.95 ms [2022-03-10 03:08:08 main:574] : INFO : Epoch 1793 | loss: 0.031089 | val_loss: 0.0311796 | Time: 1634.36 ms [2022-03-10 03:08:10 main:574] : INFO : Epoch 1794 | loss: 0.0310887 | val_loss: 0.0311748 | Time: 1646.74 ms [2022-03-10 03:08:11 main:574] : INFO : Epoch 1795 | loss: 0.0310843 | val_loss: 0.0311823 | Time: 1631.36 ms [2022-03-10 03:08:13 main:574] : INFO : Epoch 1796 | loss: 0.0310841 | val_loss: 0.0311885 | Time: 1645.82 ms [2022-03-10 03:08:15 main:574] : INFO : Epoch 1797 | loss: 0.0310874 | val_loss: 0.0311852 | Time: 1635.95 ms [2022-03-10 03:08:16 main:574] : INFO : Epoch 1798 | loss: 0.0310906 | val_loss: 0.0311864 | Time: 1651.47 ms [2022-03-10 03:08:18 main:574] : INFO : Epoch 1799 | loss: 0.0310881 | val_loss: 0.0311969 | Time: 1634.65 ms [2022-03-10 03:08:19 main:574] : INFO : Epoch 1800 | loss: 0.0310848 | val_loss: 0.0311875 | Time: 1644 ms [2022-03-10 03:08:21 main:574] : INFO : Epoch 1801 | loss: 0.0310828 | val_loss: 0.0311788 | Time: 1638.35 ms [2022-03-10 03:08:23 main:574] : INFO : Epoch 1802 | loss: 0.0310832 | val_loss: 0.031187 | Time: 1643.13 ms [2022-03-10 03:08:24 main:574] : INFO : Epoch 1803 | loss: 0.0310843 | val_loss: 0.0311846 | Time: 1641.32 ms [2022-03-10 03:08:26 main:574] : INFO : Epoch 1804 | loss: 0.0310837 | val_loss: 0.0311875 | Time: 1652.92 ms [2022-03-10 03:08:28 main:574] : INFO : Epoch 1805 | loss: 0.0310838 | val_loss: 0.0311869 | Time: 1634.12 ms [2022-03-10 03:08:29 main:574] : INFO : Epoch 1806 | loss: 0.0310873 | val_loss: 0.0311806 | Time: 1651.59 ms [2022-03-10 03:08:31 main:574] : INFO : Epoch 1807 | loss: 0.0310828 | val_loss: 0.0311939 | Time: 1638.01 ms [2022-03-10 03:08:33 main:574] : INFO : Epoch 1808 | loss: 0.0310812 | val_loss: 0.0311974 | Time: 1645.9 ms [2022-03-10 03:08:34 main:574] : INFO : Epoch 1809 | loss: 0.03108 | val_loss: 0.0311857 | Time: 1647.96 ms [2022-03-10 03:08:36 main:574] : INFO : Epoch 1810 | loss: 0.0310852 | val_loss: 0.0311847 | Time: 1650.96 ms [2022-03-10 03:08:38 main:574] : INFO : Epoch 1811 | loss: 0.0310852 | val_loss: 0.0311789 | Time: 1637.71 ms [2022-03-10 03:08:39 main:574] : INFO : Epoch 1812 | loss: 0.0310879 | val_loss: 0.0311833 | Time: 1643.77 ms [2022-03-10 03:08:41 main:574] : INFO : Epoch 1813 | loss: 0.0310849 | val_loss: 0.031185 | Time: 1631.37 ms [2022-03-10 03:08:43 main:574] : INFO : Epoch 1814 | loss: 0.0310811 | val_loss: 0.031197 | Time: 1647.13 ms [2022-03-10 03:08:44 main:574] : INFO : Epoch 1815 | loss: 0.0310802 | val_loss: 0.031191 | Time: 1649.37 ms [2022-03-10 03:08:46 main:574] : INFO : Epoch 1816 | loss: 0.0310822 | val_loss: 0.0311875 | Time: 1648.21 ms [2022-03-10 03:08:48 main:574] : INFO : Epoch 1817 | loss: 0.0310839 | val_loss: 0.0311848 | Time: 1635.4 ms [2022-03-10 03:08:49 main:574] : INFO : Epoch 1818 | loss: 0.0310825 | val_loss: 0.0311963 | Time: 1638.21 ms [2022-03-10 03:08:51 main:574] : INFO : Epoch 1819 | loss: 0.0310857 | val_loss: 0.0311909 | Time: 1637.83 ms [2022-03-10 03:08:53 main:574] : INFO : Epoch 1820 | loss: 0.0310853 | val_loss: 0.0311835 | Time: 1642.25 ms [2022-03-10 03:08:54 main:574] : INFO : Epoch 1821 | loss: 0.0310831 | val_loss: 0.0311824 | Time: 1646.63 ms [2022-03-10 03:08:56 main:574] : INFO : Epoch 1822 | loss: 0.0310841 | val_loss: 0.0311857 | Time: 1645.56 ms [2022-03-10 03:08:58 main:574] : INFO : Epoch 1823 | loss: 0.031083 | val_loss: 0.0311918 | Time: 1636.98 ms [2022-03-10 03:08:59 main:574] : INFO : Epoch 1824 | loss: 0.0310813 | val_loss: 0.0311905 | Time: 1643.83 ms [2022-03-10 03:09:01 main:574] : INFO : Epoch 1825 | loss: 0.0310794 | val_loss: 0.0311802 | Time: 1636.29 ms [2022-03-10 03:09:03 main:574] : INFO : Epoch 1826 | loss: 0.0310856 | val_loss: 0.0311951 | Time: 1641.27 ms [2022-03-10 03:09:04 main:574] : INFO : Epoch 1827 | loss: 0.0310846 | val_loss: 0.031195 | Time: 1643.38 ms [2022-03-10 03:09:06 main:574] : INFO : Epoch 1828 | loss: 0.0310823 | val_loss: 0.031189 | Time: 1636.05 ms [2022-03-10 03:09:08 main:574] : INFO : Epoch 1829 | loss: 0.031084 | val_loss: 0.031189 | Time: 1642.15 ms [2022-03-10 03:09:09 main:574] : INFO : Epoch 1830 | loss: 0.031088 | val_loss: 0.0311856 | Time: 1639.7 ms [2022-03-10 03:09:11 main:574] : INFO : Epoch 1831 | loss: 0.0310946 | val_loss: 0.0311819 | Time: 1644.18 ms [2022-03-10 03:09:12 main:574] : INFO : Epoch 1832 | loss: 0.0310866 | val_loss: 0.0311849 | Time: 1642.41 ms [2022-03-10 03:09:14 main:574] : INFO : Epoch 1833 | loss: 0.0310833 | val_loss: 0.0311932 | Time: 1645.84 ms [2022-03-10 03:09:16 main:574] : INFO : Epoch 1834 | loss: 0.0310831 | val_loss: 0.0311912 | Time: 1638.74 ms [2022-03-10 03:09:17 main:574] : INFO : Epoch 1835 | loss: 0.0310818 | val_loss: 0.0311922 | Time: 1644.42 ms [2022-03-10 03:09:19 main:574] : INFO : Epoch 1836 | loss: 0.0310825 | val_loss: 0.0311943 | Time: 1640.56 ms [2022-03-10 03:09:21 main:574] : INFO : Epoch 1837 | loss: 0.0310857 | val_loss: 0.0311827 | Time: 1646.91 ms [2022-03-10 03:09:22 main:574] : INFO : Epoch 1838 | loss: 0.0310863 | val_loss: 0.0311768 | Time: 1641.87 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-03-10 03:10:09 main:435] : INFO : Set logging level to 1 [2022-03-10 03:10:09 main:441] : INFO : Running in BOINC Client mode [2022-03-10 03:10:09 main:444] : INFO : Resolving all filenames [2022-03-10 03:10:09 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-10 03:10:09 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-10 03:10:09 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-10 03:10:09 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-10 03:10:09 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-10 03:10:09 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-10 03:10:09 main:474] : INFO : Configuration: [2022-03-10 03:10:09 main:475] : INFO : Model type: GRU [2022-03-10 03:10:09 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-10 03:10:09 main:477] : INFO : Max Epochs: 2048 [2022-03-10 03:10:09 main:478] : INFO : Batch Size: 128 [2022-03-10 03:10:09 main:479] : INFO : Learning Rate: 0.01 [2022-03-10 03:10:09 main:480] : INFO : Patience: 10 [2022-03-10 03:10:09 main:481] : INFO : Hidden Width: 12 [2022-03-10 03:10:09 main:482] : INFO : # Recurrent Layers: 4 [2022-03-10 03:10:09 main:483] : INFO : # Backend Layers: 4 [2022-03-10 03:10:09 main:484] : INFO : # Threads: 1 [2022-03-10 03:10:09 main:486] : INFO : Preparing Dataset [2022-03-10 03:10:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-10 03:10:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-10 03:10:10 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-10 03:10:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-10 03:10:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-10 03:10:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-10 03:10:10 main:494] : INFO : Creating Model [2022-03-10 03:10:10 main:507] : INFO : Preparing config file [2022-03-10 03:10:10 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-10 03:10:10 main:512] : INFO : Loading config [2022-03-10 03:10:10 main:514] : INFO : Loading state [2022-03-10 03:10:11 main:559] : INFO : Loading DataLoader into Memory [2022-03-10 03:10:11 main:562] : INFO : Starting Training [2022-03-10 03:10:13 main:574] : INFO : Epoch 1827 | loss: 0.0311576 | val_loss: 0.0311871 | Time: 1837.64 ms [2022-03-10 03:10:14 main:574] : INFO : Epoch 1828 | loss: 0.0310962 | val_loss: 0.0311794 | Time: 1631.92 ms [2022-03-10 03:10:16 main:574] : INFO : Epoch 1829 | loss: 0.0310897 | val_loss: 0.0311861 | Time: 1639.71 ms [2022-03-10 03:10:18 main:574] : INFO : Epoch 1830 | loss: 0.0310849 | val_loss: 0.0311935 | Time: 1633.27 ms [2022-03-10 03:10:19 main:574] : INFO : Epoch 1831 | loss: 0.0310814 | val_loss: 0.0311876 | Time: 1639.23 ms [2022-03-10 03:10:21 main:574] : INFO : Epoch 1832 | loss: 0.0310862 | val_loss: 0.0311832 | Time: 1636.45 ms [2022-03-10 03:10:23 main:574] : INFO : Epoch 1833 | loss: 0.0310904 | val_loss: 0.0311917 | Time: 1636.17 ms [2022-03-10 03:10:24 main:574] : INFO : Epoch 1834 | loss: 0.0310856 | val_loss: 0.0311853 | Time: 1638.98 ms [2022-03-10 03:10:26 main:574] : INFO : Epoch 1835 | loss: 0.0310821 | val_loss: 0.0311889 | Time: 1650.29 ms [2022-03-10 03:10:28 main:574] : INFO : Epoch 1836 | loss: 0.0310839 | val_loss: 0.0311873 | Time: 1643.8 ms [2022-03-10 03:10:29 main:574] : INFO : Epoch 1837 | loss: 0.0310851 | val_loss: 0.0311885 | Time: 1641.9 ms [2022-03-10 03:10:31 main:574] : INFO : Epoch 1838 | loss: 0.0310839 | val_loss: 0.031186 | Time: 1664.37 ms [2022-03-10 03:10:33 main:574] : INFO : Epoch 1839 | loss: 0.0310801 | val_loss: 0.0311949 | Time: 1636.62 ms [2022-03-10 03:10:34 main:574] : INFO : Epoch 1840 | loss: 0.0310788 | val_loss: 0.0311815 | Time: 1650.46 ms [2022-03-10 03:10:36 main:574] : INFO : Epoch 1841 | loss: 0.0310797 | val_loss: 0.0311884 | Time: 1645.25 ms [2022-03-10 03:10:38 main:574] : INFO : Epoch 1842 | loss: 0.0310801 | val_loss: 0.0311936 | Time: 1651.95 ms [2022-03-10 03:10:39 main:574] : INFO : Epoch 1843 | loss: 0.0310797 | val_loss: 0.0311837 | Time: 1633.91 ms [2022-03-10 03:10:41 main:574] : INFO : Epoch 1844 | loss: 0.0311005 | val_loss: 0.0311832 | Time: 1648.77 ms [2022-03-10 03:10:42 main:574] : INFO : Epoch 1845 | loss: 0.0311074 | val_loss: 0.0311767 | Time: 1636.59 ms [2022-03-10 03:10:44 main:574] : INFO : Epoch 1846 | loss: 0.0311011 | val_loss: 0.0311708 | Time: 1653.48 ms [2022-03-10 03:10:46 main:574] : INFO : Epoch 1847 | loss: 0.0310939 | val_loss: 0.0311841 | Time: 1643.56 ms [2022-03-10 03:10:47 main:574] : INFO : Epoch 1848 | loss: 0.0310905 | val_loss: 0.0311819 | Time: 1643.84 ms [2022-03-10 03:10:49 main:574] : INFO : Epoch 1849 | loss: 0.0310838 | val_loss: 0.0311952 | Time: 1633.39 ms [2022-03-10 03:10:51 main:574] : INFO : Epoch 1850 | loss: 0.0310817 | val_loss: 0.0311832 | Time: 1645.61 ms [2022-03-10 03:10:52 main:574] : INFO : Epoch 1851 | loss: 0.031079 | val_loss: 0.0311912 | Time: 1631.45 ms [2022-03-10 03:10:54 main:574] : INFO : Epoch 1852 | loss: 0.0310783 | val_loss: 0.0311976 | Time: 1651.81 ms [2022-03-10 03:10:56 main:574] : INFO : Epoch 1853 | loss: 0.0310791 | val_loss: 0.0311971 | Time: 1647.32 ms [2022-03-10 03:10:57 main:574] : INFO : Epoch 1854 | loss: 0.0310811 | val_loss: 0.0311902 | Time: 1648.47 ms [2022-03-10 03:10:59 main:574] : INFO : Epoch 1855 | loss: 0.0310815 | val_loss: 0.0311884 | Time: 1635 ms [2022-03-10 03:11:01 main:574] : INFO : Epoch 1856 | loss: 0.0310825 | val_loss: 0.0311903 | Time: 1648.93 ms [2022-03-10 03:11:02 main:574] : INFO : Epoch 1857 | loss: 0.0310816 | val_loss: 0.0311896 | Time: 1630.03 ms [2022-03-10 03:11:04 main:574] : INFO : Epoch 1858 | loss: 0.0310793 | val_loss: 0.0311859 | Time: 1646.12 ms [2022-03-10 03:11:06 main:574] : INFO : Epoch 1859 | loss: 0.0310778 | val_loss: 0.0311857 | Time: 1648.4 ms [2022-03-10 03:11:07 main:574] : INFO : Epoch 1860 | loss: 0.0310798 | val_loss: 0.0311964 | Time: 1650.17 ms [2022-03-10 03:11:09 main:574] : INFO : Epoch 1861 | loss: 0.0310822 | val_loss: 0.0311893 | Time: 1641.91 ms [2022-03-10 03:11:10 main:574] : INFO : Epoch 1862 | loss: 0.0310836 | val_loss: 0.0311847 | Time: 1645.45 ms [2022-03-10 03:11:12 main:574] : INFO : Epoch 1863 | loss: 0.0310798 | val_loss: 0.0311944 | Time: 1638.68 ms [2022-03-10 03:11:14 main:574] : INFO : Epoch 1864 | loss: 0.031076 | val_loss: 0.0311804 | Time: 1642.59 ms [2022-03-10 03:11:15 main:574] : INFO : Epoch 1865 | loss: 0.0310789 | val_loss: 0.0311974 | Time: 1643.49 ms [2022-03-10 03:11:17 main:574] : INFO : Epoch 1866 | loss: 0.0310805 | val_loss: 0.0311853 | Time: 1648.4 ms [2022-03-10 03:11:19 main:574] : INFO : Epoch 1867 | loss: 0.0310863 | val_loss: 0.0312059 | Time: 1636.18 ms [2022-03-10 03:11:20 main:574] : INFO : Epoch 1868 | loss: 0.0310852 | val_loss: 0.0311908 | Time: 1644.64 ms [2022-03-10 03:11:22 main:574] : INFO : Epoch 1869 | loss: 0.0310861 | val_loss: 0.0311741 | Time: 1639.44 ms [2022-03-10 03:11:24 main:574] : INFO : Epoch 1870 | loss: 0.0310819 | val_loss: 0.0311915 | Time: 1649.48 ms [2022-03-10 03:11:25 main:574] : INFO : Epoch 1871 | loss: 0.0310843 | val_loss: 0.0311898 | Time: 1644.57 ms [2022-03-10 03:11:27 main:574] : INFO : Epoch 1872 | loss: 0.0310875 | val_loss: 0.0311799 | Time: 1652.12 ms [2022-03-10 03:11:29 main:574] : INFO : Epoch 1873 | loss: 0.0310863 | val_loss: 0.0311805 | Time: 1631.93 ms [2022-03-10 03:11:31 main:574] : INFO : Epoch 1874 | loss: 0.0310975 | val_loss: 0.0311878 | Time: 2069.04 ms [2022-03-10 03:11:32 main:574] : INFO : Epoch 1875 | loss: 0.0310904 | val_loss: 0.0311794 | Time: 1659.64 ms [2022-03-10 03:11:34 main:574] : INFO : Epoch 1876 | loss: 0.0310923 | val_loss: 0.0311858 | Time: 1648.67 ms [2022-03-10 03:11:36 main:574] : INFO : Epoch 1877 | loss: 0.0310857 | val_loss: 0.0311807 | Time: 1648.77 ms [2022-03-10 03:11:37 main:574] : INFO : Epoch 1878 | loss: 0.031083 | val_loss: 0.0311848 | Time: 1645.28 ms [2022-03-10 03:11:39 main:574] : INFO : Epoch 1879 | loss: 0.0310846 | val_loss: 0.0311873 | Time: 1642.74 ms [2022-03-10 03:11:41 main:574] : INFO : Epoch 1880 | loss: 0.0310804 | val_loss: 0.0311888 | Time: 1895.53 ms [2022-03-10 03:11:43 main:574] : INFO : Epoch 1881 | loss: 0.0310864 | val_loss: 0.0311806 | Time: 2015.88 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-03-10 03:12:10 main:435] : INFO : Set logging level to 1 [2022-03-10 03:12:10 main:441] : INFO : Running in BOINC Client mode [2022-03-10 03:12:10 main:444] : INFO : Resolving all filenames [2022-03-10 03:12:10 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-10 03:12:10 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-10 03:12:10 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-10 03:12:10 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-10 03:12:10 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-10 03:12:10 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-10 03:12:10 main:474] : INFO : Configuration: [2022-03-10 03:12:10 main:475] : INFO : Model type: GRU [2022-03-10 03:12:10 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-10 03:12:10 main:477] : INFO : Max Epochs: 2048 [2022-03-10 03:12:10 main:478] : INFO : Batch Size: 128 [2022-03-10 03:12:10 main:479] : INFO : Learning Rate: 0.01 [2022-03-10 03:12:10 main:480] : INFO : Patience: 10 [2022-03-10 03:12:10 main:481] : INFO : Hidden Width: 12 [2022-03-10 03:12:10 main:482] : INFO : # Recurrent Layers: 4 [2022-03-10 03:12:10 main:483] : INFO : # Backend Layers: 4 [2022-03-10 03:12:10 main:484] : INFO : # Threads: 1 [2022-03-10 03:12:10 main:486] : INFO : Preparing Dataset [2022-03-10 03:12:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-10 03:12:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-10 03:12:11 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-10 03:12:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-10 03:12:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-10 03:12:11 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-10 03:12:11 main:494] : INFO : Creating Model [2022-03-10 03:12:11 main:507] : INFO : Preparing config file [2022-03-10 03:12:11 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-10 03:12:11 main:512] : INFO : Loading config [2022-03-10 03:12:11 main:514] : INFO : Loading state [2022-03-10 03:12:12 main:559] : INFO : Loading DataLoader into Memory [2022-03-10 03:12:12 main:562] : INFO : Starting Training [2022-03-10 03:12:14 main:574] : INFO : Epoch 1866 | loss: 0.0311245 | val_loss: 0.0311954 | Time: 1845.58 ms [2022-03-10 03:12:15 main:574] : INFO : Epoch 1867 | loss: 0.0310892 | val_loss: 0.0311888 | Time: 1633.79 ms [2022-03-10 03:12:17 main:574] : INFO : Epoch 1868 | loss: 0.031089 | val_loss: 0.0311944 | Time: 1636.76 ms [2022-03-10 03:12:19 main:574] : INFO : Epoch 1869 | loss: 0.0310858 | val_loss: 0.0311849 | Time: 1636.12 ms [2022-03-10 03:12:20 main:574] : INFO : Epoch 1870 | loss: 0.0310846 | val_loss: 0.0311929 | Time: 1635.63 ms [2022-03-10 03:12:22 main:574] : INFO : Epoch 1871 | loss: 0.0310829 | val_loss: 0.0311838 | Time: 1633.42 ms [2022-03-10 03:12:23 main:574] : INFO : Epoch 1872 | loss: 0.0310829 | val_loss: 0.0311887 | Time: 1634.49 ms [2022-03-10 03:12:25 main:574] : INFO : Epoch 1873 | loss: 0.0310809 | val_loss: 0.0311887 | Time: 1648.5 ms [2022-03-10 03:12:27 main:574] : INFO : Epoch 1874 | loss: 0.0310823 | val_loss: 0.0311869 | Time: 1638.42 ms [2022-03-10 03:12:28 main:574] : INFO : Epoch 1875 | loss: 0.0310816 | val_loss: 0.0311887 | Time: 1640.18 ms [2022-03-10 03:12:30 main:574] : INFO : Epoch 1876 | loss: 0.0310812 | val_loss: 0.0311905 | Time: 1635.78 ms [2022-03-10 03:12:32 main:574] : INFO : Epoch 1877 | loss: 0.031081 | val_loss: 0.0311861 | Time: 1636.92 ms [2022-03-10 03:12:33 main:574] : INFO : Epoch 1878 | loss: 0.0310835 | val_loss: 0.031197 | Time: 1633.19 ms [2022-03-10 03:12:35 main:574] : INFO : Epoch 1879 | loss: 0.0310829 | val_loss: 0.0311865 | Time: 1645.7 ms [2022-03-10 03:12:37 main:574] : INFO : Epoch 1880 | loss: 0.0310828 | val_loss: 0.0311793 | Time: 1636.73 ms [2022-03-10 03:12:38 main:574] : INFO : Epoch 1881 | loss: 0.0310829 | val_loss: 0.0311893 | Time: 1644.1 ms [2022-03-10 03:12:40 main:574] : INFO : Epoch 1882 | loss: 0.03108 | val_loss: 0.0311862 | Time: 1631.13 ms [2022-03-10 03:12:42 main:574] : INFO : Epoch 1883 | loss: 0.031079 | val_loss: 0.0311845 | Time: 1638.44 ms [2022-03-10 03:12:43 main:574] : INFO : Epoch 1884 | loss: 0.0310803 | val_loss: 0.0311866 | Time: 1635.14 ms [2022-03-10 03:12:45 main:574] : INFO : Epoch 1885 | loss: 0.0310801 | val_loss: 0.0311998 | Time: 1649.32 ms [2022-03-10 03:12:46 main:574] : INFO : Epoch 1886 | loss: 0.0310786 | val_loss: 0.031186 | Time: 1640.43 ms [2022-03-10 03:12:48 main:574] : INFO : Epoch 1887 | loss: 0.031078 | val_loss: 0.0311953 | Time: 1642.97 ms [2022-03-10 03:12:50 main:574] : INFO : Epoch 1888 | loss: 0.031078 | val_loss: 0.0311825 | Time: 1627.73 ms [2022-03-10 03:12:51 main:574] : INFO : Epoch 1889 | loss: 0.0310779 | val_loss: 0.0311931 | Time: 1647.96 ms [2022-03-10 03:12:53 main:574] : INFO : Epoch 1890 | loss: 0.0310789 | val_loss: 0.0311886 | Time: 1627.57 ms [2022-03-10 03:12:55 main:574] : INFO : Epoch 1891 | loss: 0.0310824 | val_loss: 0.0311895 | Time: 1651.4 ms [2022-03-10 03:12:56 main:574] : INFO : Epoch 1892 | loss: 0.0310783 | val_loss: 0.0311995 | Time: 1638.48 ms [2022-03-10 03:12:58 main:574] : INFO : Epoch 1893 | loss: 0.0310762 | val_loss: 0.0311854 | Time: 1642.59 ms [2022-03-10 03:13:00 main:574] : INFO : Epoch 1894 | loss: 0.0310783 | val_loss: 0.0311928 | Time: 1629.05 ms [2022-03-10 03:13:01 main:574] : INFO : Epoch 1895 | loss: 0.031082 | val_loss: 0.0311893 | Time: 1647.1 ms [2022-03-10 03:13:03 main:574] : INFO : Epoch 1896 | loss: 0.0310829 | val_loss: 0.0311887 | Time: 1629.95 ms [2022-03-10 03:13:05 main:574] : INFO : Epoch 1897 | loss: 0.0310827 | val_loss: 0.0311782 | Time: 1653.13 ms [2022-03-10 03:13:06 main:574] : INFO : Epoch 1898 | loss: 0.0310873 | val_loss: 0.0311878 | Time: 1635.18 ms [2022-03-10 03:13:08 main:574] : INFO : Epoch 1899 | loss: 0.0310884 | val_loss: 0.0311952 | Time: 1640.07 ms [2022-03-10 03:13:10 main:574] : INFO : Epoch 1900 | loss: 0.0310942 | val_loss: 0.0311746 | Time: 1629.35 ms [2022-03-10 03:13:11 main:574] : INFO : Epoch 1901 | loss: 0.0311152 | val_loss: 0.0311803 | Time: 1639.55 ms [2022-03-10 03:13:13 main:574] : INFO : Epoch 1902 | loss: 0.0311077 | val_loss: 0.031179 | Time: 1635.54 ms [2022-03-10 03:13:14 main:574] : INFO : Epoch 1903 | loss: 0.0310949 | val_loss: 0.0311853 | Time: 1647.26 ms [2022-03-10 03:13:16 main:574] : INFO : Epoch 1904 | loss: 0.0310876 | val_loss: 0.0311834 | Time: 1633.39 ms [2022-03-10 03:13:18 main:574] : INFO : Epoch 1905 | loss: 0.0310877 | val_loss: 0.031185 | Time: 1642.67 ms [2022-03-10 03:13:19 main:574] : INFO : Epoch 1906 | loss: 0.0310857 | val_loss: 0.0311793 | Time: 1635.47 ms [2022-03-10 03:13:21 main:574] : INFO : Epoch 1907 | loss: 0.0310845 | val_loss: 0.0311794 | Time: 1634.2 ms [2022-03-10 03:13:23 main:574] : INFO : Epoch 1908 | loss: 0.0310818 | val_loss: 0.0311884 | Time: 1634.98 ms [2022-03-10 03:13:24 main:574] : INFO : Epoch 1909 | loss: 0.0310789 | val_loss: 0.0311879 | Time: 1648.93 ms [2022-03-10 03:13:26 main:574] : INFO : Epoch 1910 | loss: 0.031078 | val_loss: 0.0311892 | Time: 1642.03 ms [2022-03-10 03:13:28 main:574] : INFO : Epoch 1911 | loss: 0.0310809 | val_loss: 0.031191 | Time: 1640.27 ms [2022-03-10 03:13:29 main:574] : INFO : Epoch 1912 | loss: 0.0310808 | val_loss: 0.0311802 | Time: 1630.49 ms [2022-03-10 03:13:31 main:574] : INFO : Epoch 1913 | loss: 0.0310796 | val_loss: 0.0311936 | Time: 1639.9 ms [2022-03-10 03:13:33 main:574] : INFO : Epoch 1914 | loss: 0.031084 | val_loss: 0.0311877 | Time: 1629.21 ms [2022-03-10 03:13:34 main:574] : INFO : Epoch 1915 | loss: 0.0310823 | val_loss: 0.0311847 | Time: 1642.77 ms [2022-03-10 03:13:36 main:574] : INFO : Epoch 1916 | loss: 0.0310783 | val_loss: 0.0311957 | Time: 1653.95 ms [2022-03-10 03:13:37 main:574] : INFO : Epoch 1917 | loss: 0.0310743 | val_loss: 0.0311886 | Time: 1640.11 ms [2022-03-10 03:13:39 main:574] : INFO : Epoch 1918 | loss: 0.031078 | val_loss: 0.0311914 | Time: 1632.13 ms [2022-03-10 03:13:41 main:574] : INFO : Epoch 1919 | loss: 0.0310746 | val_loss: 0.0311879 | Time: 1635.89 ms [2022-03-10 03:13:42 main:574] : INFO : Epoch 1920 | loss: 0.0310783 | val_loss: 0.0311814 | Time: 1629.63 ms [2022-03-10 03:13:44 main:574] : INFO : Epoch 1921 | loss: 0.0310796 | val_loss: 0.0311924 | Time: 1640.88 ms [2022-03-10 03:13:46 main:574] : INFO : Epoch 1922 | loss: 0.031077 | val_loss: 0.03119 | Time: 1647.99 ms [2022-03-10 03:13:47 main:574] : INFO : Epoch 1923 | loss: 0.0310762 | val_loss: 0.0311805 | Time: 1637.78 ms [2022-03-10 03:13:49 main:574] : INFO : Epoch 1924 | loss: 0.0310992 | val_loss: 0.0311863 | Time: 1640.51 ms [2022-03-10 03:13:51 main:574] : INFO : Epoch 1925 | loss: 0.0310961 | val_loss: 0.0311831 | Time: 1637.27 ms [2022-03-10 03:13:52 main:574] : INFO : Epoch 1926 | loss: 0.0310868 | val_loss: 0.0311824 | Time: 1647.98 ms [2022-03-10 03:13:54 main:574] : INFO : Epoch 1927 | loss: 0.0310881 | val_loss: 0.0311916 | Time: 1649.26 ms [2022-03-10 03:13:56 main:574] : INFO : Epoch 1928 | loss: 0.0310877 | val_loss: 0.0311799 | Time: 1654.41 ms [2022-03-10 03:13:57 main:574] : INFO : Epoch 1929 | loss: 0.0310853 | val_loss: 0.0311796 | Time: 1646.84 ms [2022-03-10 03:13:59 main:574] : INFO : Epoch 1930 | loss: 0.0310841 | val_loss: 0.0311839 | Time: 1637.75 ms [2022-03-10 03:14:01 main:574] : INFO : Epoch 1931 | loss: 0.0310789 | val_loss: 0.0311928 | Time: 1638.33 ms [2022-03-10 03:14:02 main:574] : INFO : Epoch 1932 | loss: 0.0310784 | val_loss: 0.0311857 | Time: 1641.1 ms [2022-03-10 03:14:04 main:574] : INFO : Epoch 1933 | loss: 0.0310788 | val_loss: 0.0311847 | Time: 1638.61 ms [2022-03-10 03:14:05 main:574] : INFO : Epoch 1934 | loss: 0.0310789 | val_loss: 0.0311841 | Time: 1647.16 ms [2022-03-10 03:14:07 main:574] : INFO : Epoch 1935 | loss: 0.0310795 | val_loss: 0.0311908 | Time: 1652.86 ms [2022-03-10 03:14:09 main:574] : INFO : Epoch 1936 | loss: 0.0310816 | val_loss: 0.0311881 | Time: 1640.94 ms [2022-03-10 03:14:10 main:574] : INFO : Epoch 1937 | loss: 0.0310856 | val_loss: 0.0311885 | Time: 1637.16 ms [2022-03-10 03:14:12 main:574] : INFO : Epoch 1938 | loss: 0.0310867 | val_loss: 0.0311842 | Time: 1639.22 ms [2022-03-10 03:14:14 main:574] : INFO : Epoch 1939 | loss: 0.0310891 | val_loss: 0.0311843 | Time: 1632.43 ms [2022-03-10 03:14:15 main:574] : INFO : Epoch 1940 | loss: 0.0311272 | val_loss: 0.031168 | Time: 1653.95 ms [2022-03-10 03:14:17 main:574] : INFO : Epoch 1941 | loss: 0.0311209 | val_loss: 0.0311696 | Time: 1645.45 ms [2022-03-10 03:14:19 main:574] : INFO : Epoch 1942 | loss: 0.0311177 | val_loss: 0.0311665 | Time: 1645.03 ms [2022-03-10 03:14:20 main:574] : INFO : Epoch 1943 | loss: 0.0311133 | val_loss: 0.0311747 | Time: 1649.12 ms [2022-03-10 03:14:22 main:574] : INFO : Epoch 1944 | loss: 0.0311023 | val_loss: 0.0311735 | Time: 1645.01 ms [2022-03-10 03:14:24 main:574] : INFO : Epoch 1945 | loss: 0.0310919 | val_loss: 0.0311898 | Time: 1633.88 ms [2022-03-10 03:14:25 main:574] : INFO : Epoch 1946 | loss: 0.0310879 | val_loss: 0.0311758 | Time: 1649.59 ms [2022-03-10 03:14:27 main:574] : INFO : Epoch 1947 | loss: 0.0310879 | val_loss: 0.031189 | Time: 1641.65 ms [2022-03-10 03:14:29 main:574] : INFO : Epoch 1948 | loss: 0.0310885 | val_loss: 0.0311858 | Time: 1648.48 ms [2022-03-10 03:14:30 main:574] : INFO : Epoch 1949 | loss: 0.031102 | val_loss: 0.0311716 | Time: 1636.71 ms [2022-03-10 03:14:32 main:574] : INFO : Epoch 1950 | loss: 0.0310993 | val_loss: 0.0311909 | Time: 1640.47 ms [2022-03-10 03:14:34 main:574] : INFO : Epoch 1951 | loss: 0.031094 | val_loss: 0.0311767 | Time: 1634.76 ms [2022-03-10 03:14:35 main:574] : INFO : Epoch 1952 | loss: 0.0310886 | val_loss: 0.0311863 | Time: 1650.34 ms [2022-03-10 03:14:37 main:574] : INFO : Epoch 1953 | loss: 0.0310872 | val_loss: 0.0311857 | Time: 1635.32 ms [2022-03-10 03:14:38 main:574] : INFO : Epoch 1954 | loss: 0.0310842 | val_loss: 0.0311899 | Time: 1644.42 ms [2022-03-10 03:14:40 main:574] : INFO : Epoch 1955 | loss: 0.0310858 | val_loss: 0.0311953 | Time: 1635.46 ms [2022-03-10 03:14:42 main:574] : INFO : Epoch 1956 | loss: 0.0310828 | val_loss: 0.0311812 | Time: 1641.7 ms [2022-03-10 03:14:43 main:574] : INFO : Epoch 1957 | loss: 0.0310791 | val_loss: 0.0311877 | Time: 1634.38 ms [2022-03-10 03:14:45 main:574] : INFO : Epoch 1958 | loss: 0.0310775 | val_loss: 0.0311886 | Time: 1655.02 ms [2022-03-10 03:14:47 main:574] : INFO : Epoch 1959 | loss: 0.0310752 | val_loss: 0.0311886 | Time: 1642.02 ms [2022-03-10 03:14:48 main:574] : INFO : Epoch 1960 | loss: 0.0310777 | val_loss: 0.0311911 | Time: 1643.6 ms [2022-03-10 03:14:50 main:574] : INFO : Epoch 1961 | loss: 0.0310792 | val_loss: 0.0311839 | Time: 1643.02 ms [2022-03-10 03:14:52 main:574] : INFO : Epoch 1962 | loss: 0.0310788 | val_loss: 0.0311902 | Time: 1646.96 ms [2022-03-10 03:14:53 main:574] : INFO : Epoch 1963 | loss: 0.0310766 | val_loss: 0.0311888 | Time: 1637.01 ms [2022-03-10 03:14:55 main:574] : INFO : Epoch 1964 | loss: 0.0310766 | val_loss: 0.0311831 | Time: 1652.21 ms [2022-03-10 03:14:57 main:574] : INFO : Epoch 1965 | loss: 0.0310767 | val_loss: 0.0311953 | Time: 1638.76 ms [2022-03-10 03:14:58 main:574] : INFO : Epoch 1966 | loss: 0.0310789 | val_loss: 0.0311839 | Time: 1646.57 ms [2022-03-10 03:15:00 main:574] : INFO : Epoch 1967 | loss: 0.0310808 | val_loss: 0.0311839 | Time: 1641.67 ms [2022-03-10 03:15:02 main:574] : INFO : Epoch 1968 | loss: 0.0310782 | val_loss: 0.0311828 | Time: 1647.17 ms [2022-03-10 03:15:03 main:574] : INFO : Epoch 1969 | loss: 0.0310753 | val_loss: 0.0311943 | Time: 1639.63 ms [2022-03-10 03:15:05 main:574] : INFO : Epoch 1970 | loss: 0.0310716 | val_loss: 0.0311925 | Time: 1650.44 ms [2022-03-10 03:15:07 main:574] : INFO : Epoch 1971 | loss: 0.0310734 | val_loss: 0.0311844 | Time: 1646.87 ms [2022-03-10 03:15:08 main:574] : INFO : Epoch 1972 | loss: 0.0310738 | val_loss: 0.0311899 | Time: 1643.2 ms [2022-03-10 03:15:10 main:574] : INFO : Epoch 1973 | loss: 0.0310773 | val_loss: 0.0311887 | Time: 1636.78 ms [2022-03-10 03:15:11 main:574] : INFO : Epoch 1974 | loss: 0.0310837 | val_loss: 0.0311843 | Time: 1646.62 ms [2022-03-10 03:15:13 main:574] : INFO : Epoch 1975 | loss: 0.0310791 | val_loss: 0.031187 | Time: 1641.57 ms [2022-03-10 03:15:15 main:574] : INFO : Epoch 1976 | loss: 0.0310766 | val_loss: 0.0311826 | Time: 1648.44 ms [2022-03-10 03:15:16 main:574] : INFO : Epoch 1977 | loss: 0.031073 | val_loss: 0.031193 | Time: 1646 ms [2022-03-10 03:15:18 main:574] : INFO : Epoch 1978 | loss: 0.03108 | val_loss: 0.0311869 | Time: 1644.6 ms [2022-03-10 03:15:20 main:574] : INFO : Epoch 1979 | loss: 0.0310859 | val_loss: 0.031187 | Time: 1639.44 ms [2022-03-10 03:15:21 main:574] : INFO : Epoch 1980 | loss: 0.0310847 | val_loss: 0.0311921 | Time: 1646.42 ms [2022-03-10 03:15:23 main:574] : INFO : Epoch 1981 | loss: 0.0310784 | val_loss: 0.0311905 | Time: 1658.27 ms [2022-03-10 03:15:25 main:574] : INFO : Epoch 1982 | loss: 0.0310765 | val_loss: 0.0311874 | Time: 1648.5 ms [2022-03-10 03:15:26 main:574] : INFO : Epoch 1983 | loss: 0.0310756 | val_loss: 0.0311891 | Time: 1647.62 ms [2022-03-10 03:15:28 main:574] : INFO : Epoch 1984 | loss: 0.0310746 | val_loss: 0.0311932 | Time: 1641.9 ms [2022-03-10 03:15:30 main:574] : INFO : Epoch 1985 | loss: 0.0310728 | val_loss: 0.0311903 | Time: 1642.96 ms [2022-03-10 03:15:31 main:574] : INFO : Epoch 1986 | loss: 0.0310703 | val_loss: 0.0311893 | Time: 1643.43 ms [2022-03-10 03:15:33 main:574] : INFO : Epoch 1987 | loss: 0.0310748 | val_loss: 0.0312021 | Time: 1637.91 ms [2022-03-10 03:15:35 main:574] : INFO : Epoch 1988 | loss: 0.0310807 | val_loss: 0.0311849 | Time: 1649.21 ms [2022-03-10 03:15:36 main:574] : INFO : Epoch 1989 | loss: 0.0310812 | val_loss: 0.0311776 | Time: 1644.46 ms [2022-03-10 03:15:38 main:574] : INFO : Epoch 1990 | loss: 0.0310803 | val_loss: 0.031197 | Time: 1645.44 ms [2022-03-10 03:15:40 main:574] : INFO : Epoch 1991 | loss: 0.0310872 | val_loss: 0.0311867 | Time: 1641.46 ms [2022-03-10 03:15:41 main:574] : INFO : Epoch 1992 | loss: 0.0310857 | val_loss: 0.0311855 | Time: 1646.83 ms [2022-03-10 03:15:43 main:574] : INFO : Epoch 1993 | loss: 0.0310803 | val_loss: 0.0311874 | Time: 1641.61 ms [2022-03-10 03:15:44 main:574] : INFO : Epoch 1994 | loss: 0.031078 | val_loss: 0.0311897 | Time: 1650.89 ms [2022-03-10 03:15:46 main:574] : INFO : Epoch 1995 | loss: 0.0310786 | val_loss: 0.0311815 | Time: 1653.82 ms [2022-03-10 03:15:48 main:574] : INFO : Epoch 1996 | loss: 0.0310775 | val_loss: 0.0312013 | Time: 1642.46 ms [2022-03-10 03:15:49 main:574] : INFO : Epoch 1997 | loss: 0.0310718 | val_loss: 0.0311899 | Time: 1639.91 ms [2022-03-10 03:15:51 main:574] : INFO : Epoch 1998 | loss: 0.0310727 | val_loss: 0.0311887 | Time: 1638.53 ms [2022-03-10 03:15:53 main:574] : INFO : Epoch 1999 | loss: 0.0310718 | val_loss: 0.0311883 | Time: 1643.92 ms [2022-03-10 03:15:54 main:574] : INFO : Epoch 2000 | loss: 0.0310755 | val_loss: 0.031194 | Time: 1641.91 ms [2022-03-10 03:15:56 main:574] : INFO : Epoch 2001 | loss: 0.0310792 | val_loss: 0.0311824 | Time: 1646.33 ms [2022-03-10 03:15:58 main:574] : INFO : Epoch 2002 | loss: 0.031085 | val_loss: 0.0311929 | Time: 1638.81 ms [2022-03-10 03:15:59 main:574] : INFO : Epoch 2003 | loss: 0.0310847 | val_loss: 0.0311851 | Time: 1644.53 ms [2022-03-10 03:16:01 main:574] : INFO : Epoch 2004 | loss: 0.0311116 | val_loss: 0.0311679 | Time: 1637.16 ms [2022-03-10 03:16:03 main:574] : INFO : Epoch 2005 | loss: 0.0311069 | val_loss: 0.0311806 | Time: 1644.53 ms [2022-03-10 03:16:04 main:574] : INFO : Epoch 2006 | loss: 0.031095 | val_loss: 0.0311812 | Time: 1646.62 ms [2022-03-10 03:16:06 main:574] : INFO : Epoch 2007 | loss: 0.0310884 | val_loss: 0.0311882 | Time: 1650.23 ms [2022-03-10 03:16:08 main:574] : INFO : Epoch 2008 | loss: 0.031083 | val_loss: 0.0311821 | Time: 1643.95 ms [2022-03-10 03:16:09 main:574] : INFO : Epoch 2009 | loss: 0.0310799 | val_loss: 0.0311932 | Time: 1642.78 ms [2022-03-10 03:16:11 main:574] : INFO : Epoch 2010 | loss: 0.0310767 | val_loss: 0.0311774 | Time: 1640.66 ms [2022-03-10 03:16:13 main:574] : INFO : Epoch 2011 | loss: 0.0310791 | val_loss: 0.0311941 | Time: 1646.96 ms [2022-03-10 03:16:14 main:574] : INFO : Epoch 2012 | loss: 0.031079 | val_loss: 0.0311941 | Time: 1636.05 ms [2022-03-10 03:16:16 main:574] : INFO : Epoch 2013 | loss: 0.0310771 | val_loss: 0.03119 | Time: 1650.06 ms [2022-03-10 03:16:17 main:574] : INFO : Epoch 2014 | loss: 0.0310751 | val_loss: 0.0311884 | Time: 1646.66 ms [2022-03-10 03:16:19 main:574] : INFO : Epoch 2015 | loss: 0.0310783 | val_loss: 0.0311986 | Time: 1642.53 ms [2022-03-10 03:16:21 main:574] : INFO : Epoch 2016 | loss: 0.0310746 | val_loss: 0.0311925 | Time: 1641.52 ms [2022-03-10 03:16:22 main:574] : INFO : Epoch 2017 | loss: 0.0311017 | val_loss: 0.0311923 | Time: 1638.96 ms [2022-03-10 03:16:24 main:574] : INFO : Epoch 2018 | loss: 0.0311226 | val_loss: 0.0311757 | Time: 1647.96 ms [2022-03-10 03:16:26 main:574] : INFO : Epoch 2019 | loss: 0.0311122 | val_loss: 0.0311791 | Time: 1642.38 ms [2022-03-10 03:16:27 main:574] : INFO : Epoch 2020 | loss: 0.0310981 | val_loss: 0.0311773 | Time: 1639.19 ms [2022-03-10 03:16:29 main:574] : INFO : Epoch 2021 | loss: 0.0310866 | val_loss: 0.0311848 | Time: 1645.69 ms [2022-03-10 03:16:31 main:574] : INFO : Epoch 2022 | loss: 0.031084 | val_loss: 0.0311848 | Time: 1637.22 ms [2022-03-10 03:16:32 main:574] : INFO : Epoch 2023 | loss: 0.0310796 | val_loss: 0.0311894 | Time: 1646.28 ms [2022-03-10 03:16:34 main:574] : INFO : Epoch 2024 | loss: 0.0310765 | val_loss: 0.0311964 | Time: 1634 ms [2022-03-10 03:16:36 main:574] : INFO : Epoch 2025 | loss: 0.031077 | val_loss: 0.0311916 | Time: 1653.01 ms [2022-03-10 03:16:37 main:574] : INFO : Epoch 2026 | loss: 0.031077 | val_loss: 0.0311896 | Time: 1643.72 ms [2022-03-10 03:16:39 main:574] : INFO : Epoch 2027 | loss: 0.0310781 | val_loss: 0.0311834 | Time: 1646.8 ms [2022-03-10 03:16:41 main:574] : INFO : Epoch 2028 | loss: 0.0310775 | val_loss: 0.0311924 | Time: 1636.44 ms [2022-03-10 03:16:42 main:574] : INFO : Epoch 2029 | loss: 0.0310775 | val_loss: 0.0311935 | Time: 1643.52 ms [2022-03-10 03:16:44 main:574] : INFO : Epoch 2030 | loss: 0.0310734 | val_loss: 0.0311838 | Time: 1634.73 ms [2022-03-10 03:16:46 main:574] : INFO : Epoch 2031 | loss: 0.0310712 | val_loss: 0.0311915 | Time: 1654.73 ms [2022-03-10 03:16:47 main:574] : INFO : Epoch 2032 | loss: 0.0310704 | val_loss: 0.031198 | Time: 1636.71 ms [2022-03-10 03:16:49 main:574] : INFO : Epoch 2033 | loss: 0.0310734 | val_loss: 0.0311883 | Time: 1646.86 ms [2022-03-10 03:16:50 main:574] : INFO : Epoch 2034 | loss: 0.0310768 | val_loss: 0.0311846 | Time: 1634.3 ms [2022-03-10 03:16:52 main:574] : INFO : Epoch 2035 | loss: 0.0310747 | val_loss: 0.0311896 | Time: 1647.9 ms [2022-03-10 03:16:54 main:574] : INFO : Epoch 2036 | loss: 0.0310725 | val_loss: 0.0311886 | Time: 1634.14 ms [2022-03-10 03:16:55 main:574] : INFO : Epoch 2037 | loss: 0.0310713 | val_loss: 0.0311912 | Time: 1649.88 ms [2022-03-10 03:16:57 main:574] : INFO : Epoch 2038 | loss: 0.0310762 | val_loss: 0.0311821 | Time: 1638.07 ms [2022-03-10 03:16:59 main:574] : INFO : Epoch 2039 | loss: 0.0310905 | val_loss: 0.0311874 | Time: 1648.84 ms [2022-03-10 03:17:00 main:574] : INFO : Epoch 2040 | loss: 0.0310853 | val_loss: 0.0311974 | Time: 1641.02 ms [2022-03-10 03:17:02 main:574] : INFO : Epoch 2041 | loss: 0.0310796 | val_loss: 0.0311883 | Time: 1648.94 ms [2022-03-10 03:17:04 main:574] : INFO : Epoch 2042 | loss: 0.0310819 | val_loss: 0.0311975 | Time: 1640.73 ms [2022-03-10 03:17:05 main:574] : INFO : Epoch 2043 | loss: 0.0310793 | val_loss: 0.0311984 | Time: 1649.71 ms [2022-03-10 03:17:07 main:574] : INFO : Epoch 2044 | loss: 0.031088 | val_loss: 0.0311859 | Time: 1642.5 ms [2022-03-10 03:17:09 main:574] : INFO : Epoch 2045 | loss: 0.0311101 | val_loss: 0.0311819 | Time: 1639.59 ms [2022-03-10 03:17:10 main:574] : INFO : Epoch 2046 | loss: 0.0311001 | val_loss: 0.0311898 | Time: 1640.35 ms [2022-03-10 03:17:12 main:574] : INFO : Epoch 2047 | loss: 0.0310882 | val_loss: 0.0311882 | Time: 1642.44 ms [2022-03-10 03:17:14 main:574] : INFO : Epoch 2048 | loss: 0.0310844 | val_loss: 0.0311868 | Time: 1643.91 ms [2022-03-10 03:17:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311868 [2022-03-10 03:17:14 main:603] : INFO : Saving end state to config to file [2022-03-10 03:17:14 main:608] : INFO : Success, exiting.. 03:17:14 (5924): 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)