Task 12956837
| Name | ParityModified-1647042211-19553-0_0 |
| Workunit | 10089133 |
| Created | 11 Mar 2022, 23:43:35 UTC |
| Sent | 13 Mar 2022, 9:45:35 UTC |
| Report deadline | 21 Mar 2022, 9:45:35 UTC |
| Received | 14 Mar 2022, 2:18:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1150 |
| Run time | 56 min 52 sec |
| CPU time | 55 min 25 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> 13 21:04:06 main:574] : INFO : Epoch 1639 | loss: 0.0309828 | val_loss: 0.0312728 | Time: 1634.84 ms [2022-03-13 21:04:08 main:574] : INFO : Epoch 1640 | loss: 0.0309785 | val_loss: 0.031289 | Time: 1634.09 ms [2022-03-13 21:04:09 main:574] : INFO : Epoch 1641 | loss: 0.0309698 | val_loss: 0.0312984 | Time: 1634.72 ms [2022-03-13 21:04:11 main:574] : INFO : Epoch 1642 | loss: 0.0309748 | val_loss: 0.0312718 | Time: 1640.47 ms [2022-03-13 21:04:13 main:574] : INFO : Epoch 1643 | loss: 0.0309773 | val_loss: 0.0312639 | Time: 1645.87 ms [2022-03-13 21:04:14 main:574] : INFO : Epoch 1644 | loss: 0.0309727 | val_loss: 0.0312929 | Time: 1641.74 ms [2022-03-13 21:04:16 main:574] : INFO : Epoch 1645 | loss: 0.030968 | val_loss: 0.0312862 | Time: 1646.61 ms [2022-03-13 21:04:17 main:574] : INFO : Epoch 1646 | loss: 0.0309739 | val_loss: 0.0313013 | Time: 1628.64 ms [2022-03-13 21:04:19 main:574] : INFO : Epoch 1647 | loss: 0.0309802 | val_loss: 0.0312503 | Time: 1639.28 ms [2022-03-13 21:04:21 main:574] : INFO : Epoch 1648 | loss: 0.0309809 | val_loss: 0.031286 | Time: 1645.43 ms [2022-03-13 21:04:22 main:574] : INFO : Epoch 1649 | loss: 0.0309673 | val_loss: 0.0313063 | Time: 1647.84 ms [2022-03-13 21:04:24 main:574] : INFO : Epoch 1650 | loss: 0.0309645 | val_loss: 0.0312853 | Time: 1635.37 ms [2022-03-13 21:04:26 main:574] : INFO : Epoch 1651 | loss: 0.0309691 | val_loss: 0.0313068 | Time: 1648.12 ms [2022-03-13 21:04:27 main:574] : INFO : Epoch 1652 | loss: 0.0309788 | val_loss: 0.0312757 | Time: 1637.92 ms [2022-03-13 21:04:29 main:574] : INFO : Epoch 1653 | loss: 0.0309741 | val_loss: 0.0312763 | Time: 1673.41 ms [2022-03-13 21:04:31 main:574] : INFO : Epoch 1654 | loss: 0.0309746 | val_loss: 0.0313161 | Time: 1629.95 ms [2022-03-13 21:04:32 main:574] : INFO : Epoch 1655 | loss: 0.0309907 | val_loss: 0.031302 | Time: 1645.58 ms [2022-03-13 21:04:34 main:574] : INFO : Epoch 1656 | loss: 0.0309801 | val_loss: 0.0312796 | Time: 1635.4 ms [2022-03-13 21:04:36 main:574] : INFO : Epoch 1657 | loss: 0.0309887 | val_loss: 0.031271 | Time: 1648.34 ms [2022-03-13 21:04:37 main:574] : INFO : Epoch 1658 | loss: 0.0309874 | val_loss: 0.0313147 | Time: 1636.09 ms [2022-03-13 21:04:39 main:574] : INFO : Epoch 1659 | loss: 0.0309807 | val_loss: 0.0313214 | Time: 1643.15 ms [2022-03-13 21:04:41 main:574] : INFO : Epoch 1660 | loss: 0.0309762 | val_loss: 0.0313314 | Time: 1634.75 ms [2022-03-13 21:04:42 main:574] : INFO : Epoch 1661 | loss: 0.0309745 | val_loss: 0.0312892 | Time: 1645.87 ms [2022-03-13 21:04:44 main:574] : INFO : Epoch 1662 | loss: 0.0309734 | val_loss: 0.0312877 | Time: 1637.18 ms [2022-03-13 21:04:46 main:574] : INFO : Epoch 1663 | loss: 0.0309748 | val_loss: 0.0312965 | Time: 1642.11 ms [2022-03-13 21:04:47 main:574] : INFO : Epoch 1664 | loss: 0.0309636 | val_loss: 0.031295 | Time: 1634.01 ms [2022-03-13 21:04:49 main:574] : INFO : Epoch 1665 | loss: 0.03097 | val_loss: 0.0312758 | Time: 1640.96 ms [2022-03-13 21:04:50 main:574] : INFO : Epoch 1666 | loss: 0.0309689 | val_loss: 0.0313021 | Time: 1628.85 ms [2022-03-13 21:04:52 main:574] : INFO : Epoch 1667 | loss: 0.0309788 | val_loss: 0.0312705 | Time: 1644.42 ms [2022-03-13 21:04:54 main:574] : INFO : Epoch 1668 | loss: 0.0309722 | val_loss: 0.0312908 | Time: 1645.23 ms [2022-03-13 21:04:55 main:574] : INFO : Epoch 1669 | loss: 0.0309785 | val_loss: 0.0312799 | Time: 1645.67 ms [2022-03-13 21:04:57 main:574] : INFO : Epoch 1670 | loss: 0.0309756 | val_loss: 0.0312949 | Time: 1631.55 ms [2022-03-13 21:04:59 main:574] : INFO : Epoch 1671 | loss: 0.0309729 | val_loss: 0.0312919 | Time: 1638.92 ms [2022-03-13 21:05:00 main:574] : INFO : Epoch 1672 | loss: 0.0309735 | val_loss: 0.0312974 | Time: 1628.1 ms [2022-03-13 21:05:02 main:574] : INFO : Epoch 1673 | loss: 0.0309687 | val_loss: 0.0313081 | Time: 1640.79 ms [2022-03-13 21:05:04 main:574] : INFO : Epoch 1674 | loss: 0.0309665 | val_loss: 0.0312821 | Time: 1635.25 ms [2022-03-13 21:05:05 main:574] : INFO : Epoch 1675 | loss: 0.0309636 | val_loss: 0.0313095 | Time: 1650.22 ms [2022-03-13 21:05:07 main:574] : INFO : Epoch 1676 | loss: 0.0309592 | val_loss: 0.0313098 | Time: 1634.51 ms [2022-03-13 21:05:09 main:574] : INFO : Epoch 1677 | loss: 0.0309583 | val_loss: 0.0312736 | Time: 1642.89 ms [2022-03-13 21:05:10 main:574] : INFO : Epoch 1678 | loss: 0.0309952 | val_loss: 0.0312715 | Time: 1632.34 ms [2022-03-13 21:05:12 main:574] : INFO : Epoch 1679 | loss: 0.0309973 | val_loss: 0.0312877 | Time: 1635.47 ms [2022-03-13 21:05:13 main:574] : INFO : Epoch 1680 | loss: 0.0309743 | val_loss: 0.0313459 | Time: 1639.58 ms [2022-03-13 21:05:15 main:574] : INFO : Epoch 1681 | loss: 0.0310595 | val_loss: 0.0312397 | Time: 1644.67 ms [2022-03-13 21:05:17 main:574] : INFO : Epoch 1682 | loss: 0.0310334 | val_loss: 0.0312999 | Time: 1636.8 ms [2022-03-13 21:05:18 main:574] : INFO : Epoch 1683 | loss: 0.0309927 | val_loss: 0.0312956 | Time: 1635.25 ms [2022-03-13 21:05:20 main:574] : INFO : Epoch 1684 | loss: 0.0309819 | val_loss: 0.0312669 | Time: 1632.98 ms [2022-03-13 21:05:22 main:574] : INFO : Epoch 1685 | loss: 0.0309957 | val_loss: 0.0312442 | Time: 1633.34 ms [2022-03-13 21:05:23 main:574] : INFO : Epoch 1686 | loss: 0.0310189 | val_loss: 0.0312413 | Time: 1646.57 ms [2022-03-13 21:05:25 main:574] : INFO : Epoch 1687 | loss: 0.0309894 | val_loss: 0.0313112 | Time: 1647.4 ms [2022-03-13 21:05:27 main:574] : INFO : Epoch 1688 | loss: 0.0309763 | val_loss: 0.0313195 | Time: 1649.77 ms [2022-03-13 21:05:28 main:574] : INFO : Epoch 1689 | loss: 0.0309685 | val_loss: 0.0312901 | Time: 1637.48 ms [2022-03-13 21:05:30 main:574] : INFO : Epoch 1690 | loss: 0.0309648 | val_loss: 0.0313077 | Time: 1635.23 ms [2022-03-13 21:05:32 main:574] : INFO : Epoch 1691 | loss: 0.0309581 | val_loss: 0.0312993 | Time: 1640.97 ms [2022-03-13 21:05:33 main:574] : INFO : Epoch 1692 | loss: 0.0309691 | val_loss: 0.0312961 | Time: 1645.7 ms [2022-03-13 21:05:35 main:574] : INFO : Epoch 1693 | loss: 0.0309809 | val_loss: 0.0313149 | Time: 1647.57 ms [2022-03-13 21:05:37 main:574] : INFO : Epoch 1694 | loss: 0.0309691 | val_loss: 0.0313332 | Time: 1642.69 ms [2022-03-13 21:05:38 main:574] : INFO : Epoch 1695 | loss: 0.0309599 | val_loss: 0.0312979 | Time: 1638.89 ms [2022-03-13 21:05:40 main:574] : INFO : Epoch 1696 | loss: 0.0309554 | val_loss: 0.0313168 | Time: 1636.65 ms [2022-03-13 21:05:41 main:574] : INFO : Epoch 1697 | loss: 0.0309612 | val_loss: 0.0313029 | Time: 1632.35 ms [2022-03-13 21:05:43 main:574] : INFO : Epoch 1698 | loss: 0.0309637 | val_loss: 0.0313213 | Time: 1649.37 ms [2022-03-13 21:05:45 main:574] : INFO : Epoch 1699 | loss: 0.0309589 | val_loss: 0.0312974 | Time: 1645.61 ms [2022-03-13 21:05:46 main:574] : INFO : Epoch 1700 | loss: 0.0309587 | val_loss: 0.0313066 | Time: 1643.97 ms [2022-03-13 21:05:48 main:574] : INFO : Epoch 1701 | loss: 0.0309621 | val_loss: 0.0312952 | Time: 1632.74 ms [2022-03-13 21:05:50 main:574] : INFO : Epoch 1702 | loss: 0.030966 | val_loss: 0.0312704 | Time: 1635.52 ms [2022-03-13 21:05:51 main:574] : INFO : Epoch 1703 | loss: 0.0309606 | val_loss: 0.0313017 | Time: 1634.91 ms [2022-03-13 21:05:53 main:574] : INFO : Epoch 1704 | loss: 0.0309645 | val_loss: 0.0313306 | Time: 1656.91 ms [2022-03-13 21:05:55 main:574] : INFO : Epoch 1705 | loss: 0.0309632 | val_loss: 0.0312943 | Time: 1650.27 ms [2022-03-13 21:05:56 main:574] : INFO : Epoch 1706 | loss: 0.0309692 | val_loss: 0.0312951 | Time: 1639.89 ms [2022-03-13 21:05:58 main:574] : INFO : Epoch 1707 | loss: 0.0309667 | val_loss: 0.0312727 | Time: 1635.38 ms [2022-03-13 21:06:00 main:574] : INFO : Epoch 1708 | loss: 0.030971 | val_loss: 0.031297 | Time: 1642.84 ms [2022-03-13 21:06:01 main:574] : INFO : Epoch 1709 | loss: 0.0309683 | val_loss: 0.0312966 | Time: 1637.97 ms [2022-03-13 21:06:03 main:574] : INFO : Epoch 1710 | loss: 0.0309728 | val_loss: 0.0312922 | Time: 1643.83 ms [2022-03-13 21:06:05 main:574] : INFO : Epoch 1711 | loss: 0.0309664 | val_loss: 0.0312783 | Time: 1642.25 ms [2022-03-13 21:06:06 main:574] : INFO : Epoch 1712 | loss: 0.0309663 | val_loss: 0.0313054 | Time: 1667.25 ms [2022-03-13 21:06:08 main:574] : INFO : Epoch 1713 | loss: 0.0310824 | val_loss: 0.0312028 | Time: 1633.18 ms [2022-03-13 21:06:09 main:574] : INFO : Epoch 1714 | loss: 0.0311391 | val_loss: 0.0311872 | Time: 1647.41 ms [2022-03-13 21:06:11 main:574] : INFO : Epoch 1715 | loss: 0.031123 | val_loss: 0.0311979 | Time: 1631.9 ms [2022-03-13 21:06:13 main:574] : INFO : Epoch 1716 | loss: 0.0311056 | val_loss: 0.0312089 | Time: 1643.35 ms [2022-03-13 21:06:14 main:574] : INFO : Epoch 1717 | loss: 0.0310849 | val_loss: 0.0312157 | Time: 1648.12 ms [2022-03-13 21:06:16 main:574] : INFO : Epoch 1718 | loss: 0.0310693 | val_loss: 0.0312225 | Time: 1641.98 ms [2022-03-13 21:06:18 main:574] : INFO : Epoch 1719 | loss: 0.0310544 | val_loss: 0.0312245 | Time: 1635.87 ms [2022-03-13 21:06:19 main:574] : INFO : Epoch 1720 | loss: 0.0310384 | val_loss: 0.0312288 | Time: 1638.27 ms [2022-03-13 21:06:21 main:574] : INFO : Epoch 1721 | loss: 0.0310248 | val_loss: 0.0312697 | Time: 1644.07 ms [2022-03-13 21:06:23 main:574] : INFO : Epoch 1722 | loss: 0.03101 | val_loss: 0.0312653 | Time: 1645.23 ms [2022-03-13 21:06:24 main:574] : INFO : Epoch 1723 | loss: 0.0309989 | val_loss: 0.0312807 | Time: 1641.37 ms [2022-03-13 21:06:26 main:574] : INFO : Epoch 1724 | loss: 0.0309927 | val_loss: 0.0312618 | Time: 1647.64 ms [2022-03-13 21:06:28 main:574] : INFO : Epoch 1725 | loss: 0.0309893 | val_loss: 0.0312779 | Time: 1638.32 ms [2022-03-13 21:06:29 main:574] : INFO : Epoch 1726 | loss: 0.0309968 | val_loss: 0.0313135 | Time: 1643.93 ms [2022-03-13 21:06:31 main:574] : INFO : Epoch 1727 | loss: 0.0309824 | val_loss: 0.0312587 | Time: 1634.07 ms [2022-03-13 21:06:33 main:574] : INFO : Epoch 1728 | loss: 0.03098 | val_loss: 0.0312876 | Time: 1645.98 ms [2022-03-13 21:06:34 main:574] : INFO : Epoch 1729 | loss: 0.0309769 | val_loss: 0.0313014 | Time: 1644.46 ms [2022-03-13 21:06:36 main:574] : INFO : Epoch 1730 | loss: 0.0309795 | val_loss: 0.0312635 | Time: 1651.1 ms [2022-03-13 21:06:37 main:574] : INFO : Epoch 1731 | loss: 0.0309799 | val_loss: 0.0312773 | Time: 1634.81 ms [2022-03-13 21:06:39 main:574] : INFO : Epoch 1732 | loss: 0.0309749 | val_loss: 0.0312772 | Time: 1643.95 ms [2022-03-13 21:06:41 main:574] : INFO : Epoch 1733 | loss: 0.0309685 | val_loss: 0.0312891 | Time: 1636.88 ms [2022-03-13 21:06:42 main:574] : INFO : Epoch 1734 | loss: 0.0309698 | val_loss: 0.0313121 | Time: 1637.75 ms [2022-03-13 21:06:44 main:574] : INFO : Epoch 1735 | loss: 0.0309701 | val_loss: 0.0313144 | Time: 1637.03 ms [2022-03-13 21:06:46 main:574] : INFO : Epoch 1736 | loss: 0.0309746 | val_loss: 0.0312817 | Time: 1646.7 ms [2022-03-13 21:06:47 main:574] : INFO : Epoch 1737 | loss: 0.0309847 | val_loss: 0.0312687 | Time: 1635.95 ms [2022-03-13 21:06:49 main:574] : INFO : Epoch 1738 | loss: 0.0309881 | val_loss: 0.0312922 | Time: 1632.74 ms [2022-03-13 21:06:51 main:574] : INFO : Epoch 1739 | loss: 0.0309781 | val_loss: 0.0312785 | Time: 1636.99 ms [2022-03-13 21:06:52 main:574] : INFO : Epoch 1740 | loss: 0.0309772 | val_loss: 0.0312878 | Time: 1641.7 ms [2022-03-13 21:06:54 main:574] : INFO : Epoch 1741 | loss: 0.0309662 | val_loss: 0.0313005 | Time: 1637.86 ms [2022-03-13 21:06:56 main:574] : INFO : Epoch 1742 | loss: 0.0309641 | val_loss: 0.0313125 | Time: 1647.88 ms [2022-03-13 21:06:57 main:574] : INFO : Epoch 1743 | loss: 0.0309724 | val_loss: 0.0312702 | Time: 1637.98 ms [2022-03-13 21:06:59 main:574] : INFO : Epoch 1744 | loss: 0.0309723 | val_loss: 0.0313218 | Time: 1635.94 ms [2022-03-13 21:07:01 main:574] : INFO : Epoch 1745 | loss: 0.0310324 | val_loss: 0.0312601 | Time: 1644.35 ms [2022-03-13 21:07:02 main:574] : INFO : Epoch 1746 | loss: 0.0310071 | val_loss: 0.0312697 | Time: 1636.26 ms [2022-03-13 21:07:04 main:574] : INFO : Epoch 1747 | loss: 0.0309867 | val_loss: 0.0312937 | Time: 1642.58 ms [2022-03-13 21:07:05 main:574] : INFO : Epoch 1748 | loss: 0.0309701 | val_loss: 0.0313006 | Time: 1648.73 ms [2022-03-13 21:07:07 main:574] : INFO : Epoch 1749 | loss: 0.0309606 | val_loss: 0.0312915 | Time: 1632.5 ms [2022-03-13 21:07:09 main:574] : INFO : Epoch 1750 | loss: 0.0309584 | val_loss: 0.0313092 | Time: 1638.25 ms [2022-03-13 21:07:10 main:574] : INFO : Epoch 1751 | loss: 0.0309684 | val_loss: 0.0312761 | Time: 1636.46 ms [2022-03-13 21:07:12 main:574] : INFO : Epoch 1752 | loss: 0.0309637 | val_loss: 0.0312935 | Time: 1639.95 ms [2022-03-13 21:07:14 main:574] : INFO : Epoch 1753 | loss: 0.0309658 | val_loss: 0.0312916 | Time: 1643.45 ms [2022-03-13 21:07:15 main:574] : INFO : Epoch 1754 | loss: 0.0309633 | val_loss: 0.0313055 | Time: 1651.8 ms [2022-03-13 21:07:17 main:574] : INFO : Epoch 1755 | loss: 0.0309611 | val_loss: 0.031277 | Time: 1637.3 ms [2022-03-13 21:07:19 main:574] : INFO : Epoch 1756 | loss: 0.0309653 | val_loss: 0.0313422 | Time: 1632.21 ms [2022-03-13 21:07:20 main:574] : INFO : Epoch 1757 | loss: 0.0309583 | val_loss: 0.0312588 | Time: 1645.61 ms [2022-03-13 21:07:22 main:574] : INFO : Epoch 1758 | loss: 0.0309597 | val_loss: 0.0313303 | Time: 1634.71 ms [2022-03-13 21:07:24 main:574] : INFO : Epoch 1759 | loss: 0.0309633 | val_loss: 0.0312875 | Time: 1648.7 ms [2022-03-13 21:07:25 main:574] : INFO : Epoch 1760 | loss: 0.0309856 | val_loss: 0.0312798 | Time: 1642.5 ms [2022-03-13 21:07:27 main:574] : INFO : Epoch 1761 | loss: 0.0309824 | val_loss: 0.0313 | Time: 1646.25 ms [2022-03-13 21:07:29 main:574] : INFO : Epoch 1762 | loss: 0.0309741 | val_loss: 0.0312715 | Time: 1649.64 ms [2022-03-13 21:07:30 main:574] : INFO : Epoch 1763 | loss: 0.0309832 | val_loss: 0.0313374 | Time: 1636.71 ms [2022-03-13 21:07:32 main:574] : INFO : Epoch 1764 | loss: 0.0309748 | val_loss: 0.0312969 | Time: 1640.27 ms [2022-03-13 21:07:33 main:574] : INFO : Epoch 1765 | loss: 0.0309751 | val_loss: 0.0312863 | Time: 1646.78 ms [2022-03-13 21:07:35 main:574] : INFO : Epoch 1766 | loss: 0.0309743 | val_loss: 0.0312923 | Time: 1650.29 ms [2022-03-13 21:07:37 main:574] : INFO : Epoch 1767 | loss: 0.0309748 | val_loss: 0.0313002 | Time: 1706.92 ms [2022-03-13 21:07:38 main:574] : INFO : Epoch 1768 | loss: 0.0309621 | val_loss: 0.0312841 | Time: 1643.18 ms [2022-03-13 21:07:40 main:574] : INFO : Epoch 1769 | loss: 0.0309705 | val_loss: 0.0313043 | Time: 1644.28 ms [2022-03-13 21:07:42 main:574] : INFO : Epoch 1770 | loss: 0.0309762 | val_loss: 0.0312771 | Time: 1636.9 ms [2022-03-13 21:07:43 main:574] : INFO : Epoch 1771 | loss: 0.0309838 | val_loss: 0.0312761 | Time: 1655.62 ms [2022-03-13 21:07:45 main:574] : INFO : Epoch 1772 | loss: 0.0309805 | val_loss: 0.0312755 | Time: 1689.95 ms [2022-03-13 21:07:47 main:574] : INFO : Epoch 1773 | loss: 0.0309911 | val_loss: 0.031305 | Time: 1647.36 ms [2022-03-13 21:07:48 main:574] : INFO : Epoch 1774 | loss: 0.030981 | val_loss: 0.0312913 | Time: 1631.9 ms [2022-03-13 21:07:50 main:574] : INFO : Epoch 1775 | loss: 0.0309673 | val_loss: 0.0312741 | Time: 1641.87 ms [2022-03-13 21:07:52 main:574] : INFO : Epoch 1776 | loss: 0.0309654 | val_loss: 0.0312897 | Time: 1633.56 ms [2022-03-13 21:07:53 main:574] : INFO : Epoch 1777 | loss: 0.0309667 | val_loss: 0.0312791 | Time: 1662.6 ms [2022-03-13 21:07:55 main:574] : INFO : Epoch 1778 | loss: 0.0309693 | val_loss: 0.0312956 | Time: 1644.14 ms [2022-03-13 21:07:57 main:574] : INFO : Epoch 1779 | loss: 0.030981 | val_loss: 0.0312984 | Time: 1652.8 ms [2022-03-13 21:07:58 main:574] : INFO : Epoch 1780 | loss: 0.0309707 | val_loss: 0.0312837 | Time: 1637.85 ms [2022-03-13 21:08:00 main:574] : INFO : Epoch 1781 | loss: 0.0309779 | val_loss: 0.0312959 | Time: 1638.59 ms [2022-03-13 21:08:02 main:574] : INFO : Epoch 1782 | loss: 0.0309643 | val_loss: 0.0312875 | Time: 1628.76 ms [2022-03-13 21:08:03 main:574] : INFO : Epoch 1783 | loss: 0.0309582 | val_loss: 0.0312959 | Time: 1649.33 ms [2022-03-13 21:08:05 main:574] : INFO : Epoch 1784 | loss: 0.0309608 | val_loss: 0.0313156 | Time: 1646.6 ms [2022-03-13 21:08:07 main:574] : INFO : Epoch 1785 | loss: 0.0309648 | val_loss: 0.0312829 | Time: 1645.74 ms [2022-03-13 21:08:08 main:574] : INFO : Epoch 1786 | loss: 0.0309743 | val_loss: 0.0313011 | Time: 1637.17 ms [2022-03-13 21:08:10 main:574] : INFO : Epoch 1787 | loss: 0.0309694 | val_loss: 0.0312825 | Time: 1647.56 ms [2022-03-13 21:08:12 main:574] : INFO : Epoch 1788 | loss: 0.0309751 | val_loss: 0.031289 | Time: 1635.95 ms [2022-03-13 21:08:13 main:574] : INFO : Epoch 1789 | loss: 0.0309752 | val_loss: 0.0312864 | Time: 1646.4 ms [2022-03-13 21:08:15 main:574] : INFO : Epoch 1790 | loss: 0.0309722 | val_loss: 0.0312854 | Time: 1647.96 ms [2022-03-13 21:08:16 main:574] : INFO : Epoch 1791 | loss: 0.0309709 | val_loss: 0.0313334 | Time: 1642.43 ms [2022-03-13 21:08:18 main:574] : INFO : Epoch 1792 | loss: 0.0309682 | val_loss: 0.031281 | Time: 1643.25 ms [2022-03-13 21:08:20 main:574] : INFO : Epoch 1793 | loss: 0.0309682 | val_loss: 0.0312754 | Time: 1641.44 ms [2022-03-13 21:08:21 main:574] : INFO : Epoch 1794 | loss: 0.0309662 | val_loss: 0.0312871 | Time: 1637.87 ms [2022-03-13 21:08:23 main:574] : INFO : Epoch 1795 | loss: 0.0309732 | val_loss: 0.0312629 | Time: 1652.66 ms [2022-03-13 21:08:25 main:574] : INFO : Epoch 1796 | loss: 0.0309716 | val_loss: 0.0313147 | Time: 1650.75 ms [2022-03-13 21:08:26 main:574] : INFO : Epoch 1797 | loss: 0.0309696 | val_loss: 0.0312736 | Time: 1646.82 ms [2022-03-13 21:08:28 main:574] : INFO : Epoch 1798 | loss: 0.0309632 | val_loss: 0.0313182 | Time: 1630.14 ms [2022-03-13 21:08:30 main:574] : INFO : Epoch 1799 | loss: 0.0309661 | val_loss: 0.0312686 | Time: 1644.63 ms [2022-03-13 21:08:31 main:574] : INFO : Epoch 1800 | loss: 0.0309711 | val_loss: 0.0313038 | Time: 1635.02 ms [2022-03-13 21:08:33 main:574] : INFO : Epoch 1801 | loss: 0.0309666 | val_loss: 0.0312945 | Time: 1644.05 ms [2022-03-13 21:08:35 main:574] : INFO : Epoch 1802 | loss: 0.030962 | val_loss: 0.0313092 | Time: 1643.29 ms [2022-03-13 21:08:36 main:574] : INFO : Epoch 1803 | loss: 0.0309716 | val_loss: 0.0312892 | Time: 1650.63 ms [2022-03-13 21:08:38 main:574] : INFO : Epoch 1804 | loss: 0.0309752 | val_loss: 0.0312597 | Time: 1643.7 ms [2022-03-13 21:08:40 main:574] : INFO : Epoch 1805 | loss: 0.0309695 | val_loss: 0.0313594 | Time: 1645.11 ms [2022-03-13 21:08:41 main:574] : INFO : Epoch 1806 | loss: 0.0309822 | val_loss: 0.0312804 | Time: 1633.11 ms [2022-03-13 21:08:43 main:574] : INFO : Epoch 1807 | loss: 0.0309775 | val_loss: 0.0312849 | Time: 1647.63 ms [2022-03-13 21:08:45 main:574] : INFO : Epoch 1808 | loss: 0.0309654 | val_loss: 0.0313164 | Time: 1653.63 ms [2022-03-13 21:08:46 main:574] : INFO : Epoch 1809 | loss: 0.0309611 | val_loss: 0.0313168 | Time: 1643.49 ms [2022-03-13 21:08:48 main:574] : INFO : Epoch 1810 | loss: 0.0309775 | val_loss: 0.0313213 | Time: 1632.38 ms [2022-03-13 21:08:49 main:574] : INFO : Epoch 1811 | loss: 0.0309644 | val_loss: 0.0313162 | Time: 1641 ms [2022-03-13 21:08:51 main:574] : INFO : Epoch 1812 | loss: 0.0309646 | val_loss: 0.031313 | Time: 1634.39 ms [2022-03-13 21:08:53 main:574] : INFO : Epoch 1813 | loss: 0.0309907 | val_loss: 0.0312545 | Time: 1639.94 ms [2022-03-13 21:08:54 main:574] : INFO : Epoch 1814 | loss: 0.0310867 | val_loss: 0.0312448 | Time: 1641.9 ms [2022-03-13 21:08:56 main:574] : INFO : Epoch 1815 | loss: 0.031057 | val_loss: 0.0312272 | Time: 1651.37 ms [2022-03-13 21:08:58 main:574] : INFO : Epoch 1816 | loss: 0.0310264 | val_loss: 0.0312591 | Time: 1640.66 ms [2022-03-13 21:08:59 main:574] : INFO : Epoch 1817 | loss: 0.0309984 | val_loss: 0.0312725 | Time: 1638 ms [2022-03-13 21:09:01 main:574] : INFO : Epoch 1818 | loss: 0.0309807 | val_loss: 0.0312635 | Time: 1636.39 ms [2022-03-13 21:09:03 main:574] : INFO : Epoch 1819 | loss: 0.0309784 | val_loss: 0.0312762 | Time: 1645.82 ms [2022-03-13 21:09:04 main:574] : INFO : Epoch 1820 | loss: 0.0309685 | val_loss: 0.0313304 | Time: 1643.58 ms [2022-03-13 21:09:06 main:574] : INFO : Epoch 1821 | loss: 0.0309618 | val_loss: 0.0312839 | Time: 1644.71 ms [2022-03-13 21:09:08 main:574] : INFO : Epoch 1822 | loss: 0.030962 | val_loss: 0.0312894 | Time: 1637.78 ms [2022-03-13 21:09:09 main:574] : INFO : Epoch 1823 | loss: 0.0309707 | val_loss: 0.0313059 | Time: 1642.62 ms [2022-03-13 21:09:11 main:574] : INFO : Epoch 1824 | loss: 0.0309691 | val_loss: 0.0312568 | Time: 1641.46 ms [2022-03-13 21:09:13 main:574] : INFO : Epoch 1825 | loss: 0.0309783 | val_loss: 0.0312771 | Time: 1640.89 ms [2022-03-13 21:09:14 main:574] : INFO : Epoch 1826 | loss: 0.0309722 | val_loss: 0.0313028 | Time: 1640.65 ms [2022-03-13 21:09:16 main:574] : INFO : Epoch 1827 | loss: 0.0309713 | val_loss: 0.0313133 | Time: 1646.94 ms [2022-03-13 21:09:17 main:574] : INFO : Epoch 1828 | loss: 0.0309771 | val_loss: 0.0312913 | Time: 1644.96 ms [2022-03-13 21:09:19 main:574] : INFO : Epoch 1829 | loss: 0.0309621 | val_loss: 0.0312782 | Time: 1638 ms [2022-03-13 21:09:21 main:574] : INFO : Epoch 1830 | loss: 0.0309666 | val_loss: 0.0313004 | Time: 1642.25 ms [2022-03-13 21:09:22 main:574] : INFO : Epoch 1831 | loss: 0.0309603 | val_loss: 0.0313033 | Time: 1637.73 ms [2022-03-13 21:09:24 main:574] : INFO : Epoch 1832 | loss: 0.030957 | val_loss: 0.0312736 | Time: 1645.16 ms [2022-03-13 21:09:26 main:574] : INFO : Epoch 1833 | loss: 0.0309656 | val_loss: 0.0313349 | Time: 1646.19 ms [2022-03-13 21:09:27 main:574] : INFO : Epoch 1834 | loss: 0.0309709 | val_loss: 0.0313053 | Time: 1639.97 ms [2022-03-13 21:09:29 main:574] : INFO : Epoch 1835 | loss: 0.0309684 | val_loss: 0.0312851 | Time: 1641.94 ms [2022-03-13 21:09:31 main:574] : INFO : Epoch 1836 | loss: 0.0309724 | val_loss: 0.0312627 | Time: 1645.4 ms [2022-03-13 21:09:32 main:574] : INFO : Epoch 1837 | loss: 0.0309658 | val_loss: 0.0313146 | Time: 1641.44 ms [2022-03-13 21:09:34 main:574] : INFO : Epoch 1838 | loss: 0.0309624 | val_loss: 0.0312447 | Time: 1644.67 ms [2022-03-13 21:09:36 main:574] : INFO : Epoch 1839 | loss: 0.0309699 | val_loss: 0.031314 | Time: 1646.74 ms [2022-03-13 21:09:37 main:574] : INFO : Epoch 1840 | loss: 0.0309621 | val_loss: 0.0312969 | Time: 1641.3 ms [2022-03-13 21:09:39 main:574] : INFO : Epoch 1841 | loss: 0.0309742 | val_loss: 0.0312798 | Time: 1639.84 ms [2022-03-13 21:09:41 main:574] : INFO : Epoch 1842 | loss: 0.0309886 | val_loss: 0.0312782 | Time: 1637.08 ms [2022-03-13 21:09:42 main:574] : INFO : Epoch 1843 | loss: 0.0309773 | val_loss: 0.0312856 | Time: 1634.51 ms [2022-03-13 21:09:44 main:574] : INFO : Epoch 1844 | loss: 0.030965 | val_loss: 0.0312848 | Time: 1649.67 ms [2022-03-13 21:09:45 main:574] : INFO : Epoch 1845 | loss: 0.0309581 | val_loss: 0.0313163 | Time: 1651.82 ms [2022-03-13 21:09:47 main:574] : INFO : Epoch 1846 | loss: 0.0309554 | val_loss: 0.0313257 | Time: 1636.43 ms [2022-03-13 21:09:49 main:574] : INFO : Epoch 1847 | loss: 0.0309636 | val_loss: 0.0313103 | Time: 1632.55 ms [2022-03-13 21:09:50 main:574] : INFO : Epoch 1848 | loss: 0.0309616 | val_loss: 0.0313006 | Time: 1646.35 ms [2022-03-13 21:09:52 main:574] : INFO : Epoch 1849 | loss: 0.0309725 | val_loss: 0.0313004 | Time: 1635.17 ms [2022-03-13 21:09:54 main:574] : INFO : Epoch 1850 | loss: 0.0309707 | val_loss: 0.0312973 | Time: 1659.98 ms [2022-03-13 21:09:55 main:574] : INFO : Epoch 1851 | loss: 0.030959 | val_loss: 0.031315 | Time: 1648.95 ms [2022-03-13 21:09:57 main:574] : INFO : Epoch 1852 | loss: 0.030963 | val_loss: 0.0312897 | Time: 1643.83 ms [2022-03-13 21:09:59 main:574] : INFO : Epoch 1853 | loss: 0.030969 | val_loss: 0.0312991 | Time: 1639.7 ms [2022-03-13 21:10:00 main:574] : INFO : Epoch 1854 | loss: 0.0309653 | val_loss: 0.0313196 | Time: 1646.58 ms [2022-03-13 21:10:02 main:574] : INFO : Epoch 1855 | loss: 0.0309618 | val_loss: 0.0312642 | Time: 1637.25 ms [2022-03-13 21:10:04 main:574] : INFO : Epoch 1856 | loss: 0.03097 | val_loss: 0.0313398 | Time: 1646.58 ms [2022-03-13 21:10:05 main:574] : INFO : Epoch 1857 | loss: 0.0309685 | val_loss: 0.0312843 | Time: 1646.18 ms [2022-03-13 21:10:07 main:574] : INFO : Epoch 1858 | loss: 0.0309644 | val_loss: 0.031274 | Time: 1649.13 ms [2022-03-13 21:10:09 main:574] : INFO : Epoch 1859 | loss: 0.0309749 | val_loss: 0.0312998 | Time: 1637.09 ms [2022-03-13 21:10:10 main:574] : INFO : Epoch 1860 | loss: 0.030974 | val_loss: 0.0312909 | Time: 1641.1 ms [2022-03-13 21:10:12 main:574] : INFO : Epoch 1861 | loss: 0.0309671 | val_loss: 0.0312637 | Time: 1633.37 ms [2022-03-13 21:10:14 main:574] : INFO : Epoch 1862 | loss: 0.0309668 | val_loss: 0.0312919 | Time: 1658.24 ms [2022-03-13 21:10:15 main:574] : INFO : Epoch 1863 | loss: 0.0309712 | val_loss: 0.0312683 | Time: 1648.53 ms [2022-03-13 21:10:17 main:574] : INFO : Epoch 1864 | loss: 0.0309757 | val_loss: 0.0313209 | Time: 1646.81 ms [2022-03-13 21:10:18 main:574] : INFO : Epoch 1865 | loss: 0.0309755 | val_loss: 0.0312753 | Time: 1630.81 ms [2022-03-13 21:10:20 main:574] : INFO : Epoch 1866 | loss: 0.030971 | val_loss: 0.0312786 | Time: 1650.92 ms [2022-03-13 21:10:22 main:574] : INFO : Epoch 1867 | loss: 0.0309624 | val_loss: 0.0313193 | Time: 1632.79 ms [2022-03-13 21:10:23 main:574] : INFO : Epoch 1868 | loss: 0.0309628 | val_loss: 0.0312968 | Time: 1647.92 ms [2022-03-13 21:10:25 main:574] : INFO : Epoch 1869 | loss: 0.0309675 | val_loss: 0.031301 | Time: 1645.29 ms [2022-03-13 21:10:27 main:574] : INFO : Epoch 1870 | loss: 0.030965 | val_loss: 0.0312995 | Time: 1647.16 ms [2022-03-13 21:10:28 main:574] : INFO : Epoch 1871 | loss: 0.0309661 | val_loss: 0.0313126 | Time: 1638.24 ms [2022-03-13 21:10:30 main:574] : INFO : Epoch 1872 | loss: 0.0309663 | val_loss: 0.0312681 | Time: 1641.7 ms [2022-03-13 21:10:32 main:574] : INFO : Epoch 1873 | loss: 0.0309775 | val_loss: 0.0313109 | Time: 1642.37 ms [2022-03-13 21:10:33 main:574] : INFO : Epoch 1874 | loss: 0.0309792 | val_loss: 0.0312716 | Time: 1642.41 ms [2022-03-13 21:10:35 main:574] : INFO : Epoch 1875 | loss: 0.0309661 | val_loss: 0.0313296 | Time: 1645.71 ms [2022-03-13 21:10:37 main:574] : INFO : Epoch 1876 | loss: 0.0309719 | val_loss: 0.0312678 | Time: 1644.31 ms [2022-03-13 21:10:38 main:574] : INFO : Epoch 1877 | loss: 0.0309761 | val_loss: 0.0313027 | Time: 1645.71 ms [2022-03-13 21:10:40 main:574] : INFO : Epoch 1878 | loss: 0.0309654 | val_loss: 0.0313195 | Time: 1640.23 ms [2022-03-13 21:10:42 main:574] : INFO : Epoch 1879 | loss: 0.0309635 | val_loss: 0.0313071 | Time: 1639.16 ms [2022-03-13 21:10:43 main:574] : INFO : Epoch 1880 | loss: 0.0309682 | val_loss: 0.0313094 | Time: 1642.65 ms [2022-03-13 21:10:45 main:574] : INFO : Epoch 1881 | loss: 0.0309661 | val_loss: 0.0313017 | Time: 1654.05 ms [2022-03-13 21:10:47 main:574] : INFO : Epoch 1882 | loss: 0.0309727 | val_loss: 0.031289 | Time: 1638.1 ms [2022-03-13 21:10:48 main:574] : INFO : Epoch 1883 | loss: 0.0309615 | val_loss: 0.0312829 | Time: 1637.68 ms [2022-03-13 21:10:50 main:574] : INFO : Epoch 1884 | loss: 0.03096 | val_loss: 0.0313192 | Time: 1637.32 ms [2022-03-13 21:10:51 main:574] : INFO : Epoch 1885 | loss: 0.0309528 | val_loss: 0.0313062 | Time: 1635.52 ms [2022-03-13 21:10:53 main:574] : INFO : Epoch 1886 | loss: 0.0309635 | val_loss: 0.0312807 | Time: 1643.03 ms [2022-03-13 21:10:55 main:574] : INFO : Epoch 1887 | loss: 0.0309702 | val_loss: 0.0313004 | Time: 1653.98 ms [2022-03-13 21:10:56 main:574] : INFO : Epoch 1888 | loss: 0.0309624 | val_loss: 0.0313074 | Time: 1638.76 ms [2022-03-13 21:10:58 main:574] : INFO : Epoch 1889 | loss: 0.0309674 | val_loss: 0.0312999 | Time: 1638.68 ms [2022-03-13 21:11:00 main:574] : INFO : Epoch 1890 | loss: 0.0309604 | val_loss: 0.031296 | Time: 1635.39 ms [2022-03-13 21:11:01 main:574] : INFO : Epoch 1891 | loss: 0.0309601 | val_loss: 0.0312992 | Time: 1642.54 ms [2022-03-13 21:11:03 main:574] : INFO : Epoch 1892 | loss: 0.030959 | val_loss: 0.0313067 | Time: 1637.55 ms [2022-03-13 21:11:05 main:574] : INFO : Epoch 1893 | loss: 0.0309635 | val_loss: 0.0312783 | Time: 1641.47 ms [2022-03-13 21:11:06 main:574] : INFO : Epoch 1894 | loss: 0.0309612 | val_loss: 0.0313005 | Time: 1644.23 ms [2022-03-13 21:11:08 main:574] : INFO : Epoch 1895 | loss: 0.0309687 | val_loss: 0.0312891 | Time: 1645.89 ms [2022-03-13 21:11:10 main:574] : INFO : Epoch 1896 | loss: 0.0309811 | val_loss: 0.031308 | Time: 1634.26 ms [2022-03-13 21:11:11 main:574] : INFO : Epoch 1897 | loss: 0.0309779 | val_loss: 0.0312868 | Time: 1641.21 ms [2022-03-13 21:11:13 main:574] : INFO : Epoch 1898 | loss: 0.0309658 | val_loss: 0.0312623 | Time: 1638.86 ms [2022-03-13 21:11:14 main:574] : INFO : Epoch 1899 | loss: 0.0309665 | val_loss: 0.031309 | Time: 1638.97 ms [2022-03-13 21:11:16 main:574] : INFO : Epoch 1900 | loss: 0.0309682 | val_loss: 0.031298 | Time: 1645.09 ms [2022-03-13 21:11:18 main:574] : INFO : Epoch 1901 | loss: 0.0309678 | val_loss: 0.0313189 | Time: 1637.45 ms [2022-03-13 21:11:19 main:574] : INFO : Epoch 1902 | loss: 0.0309839 | val_loss: 0.0313186 | Time: 1636.43 ms [2022-03-13 21:11:21 main:574] : INFO : Epoch 1903 | loss: 0.0309677 | val_loss: 0.0313149 | Time: 1644.98 ms [2022-03-13 21:11:23 main:574] : INFO : Epoch 1904 | loss: 0.0309625 | val_loss: 0.0313111 | Time: 1635.17 ms [2022-03-13 21:11:24 main:574] : INFO : Epoch 1905 | loss: 0.0309628 | val_loss: 0.0312666 | Time: 1648.94 ms [2022-03-13 21:11:26 main:574] : INFO : Epoch 1906 | loss: 0.0309601 | val_loss: 0.0313166 | Time: 1643.66 ms [2022-03-13 21:11:28 main:574] : INFO : Epoch 1907 | loss: 0.0309607 | val_loss: 0.0313157 | Time: 1642.85 ms [2022-03-13 21:11:29 main:574] : INFO : Epoch 1908 | loss: 0.0309562 | val_loss: 0.0312836 | Time: 1634.01 ms [2022-03-13 21:11:31 main:574] : INFO : Epoch 1909 | loss: 0.030966 | val_loss: 0.0312992 | Time: 1643.6 ms [2022-03-13 21:11:33 main:574] : INFO : Epoch 1910 | loss: 0.0309692 | val_loss: 0.0313473 | Time: 1636.44 ms [2022-03-13 21:11:34 main:574] : INFO : Epoch 1911 | loss: 0.0309697 | val_loss: 0.0312645 | Time: 1652.06 ms [2022-03-13 21:11:36 main:574] : INFO : Epoch 1912 | loss: 0.0309619 | val_loss: 0.0313349 | Time: 1639.54 ms [2022-03-13 21:11:38 main:574] : INFO : Epoch 1913 | loss: 0.0309591 | val_loss: 0.0313034 | Time: 1644.47 ms [2022-03-13 21:11:39 main:574] : INFO : Epoch 1914 | loss: 0.0309683 | val_loss: 0.0312822 | Time: 1633.98 ms [2022-03-13 21:11:41 main:574] : INFO : Epoch 1915 | loss: 0.0309783 | val_loss: 0.0313071 | Time: 1638.41 ms [2022-03-13 21:11:42 main:574] : INFO : Epoch 1916 | loss: 0.0309722 | val_loss: 0.0312749 | Time: 1636.8 ms [2022-03-13 21:11:44 main:574] : INFO : Epoch 1917 | loss: 0.0309732 | val_loss: 0.0312863 | Time: 1650.17 ms [2022-03-13 21:11:46 main:574] : INFO : Epoch 1918 | loss: 0.0309728 | val_loss: 0.0313093 | Time: 1644.38 ms [2022-03-13 21:11:47 main:574] : INFO : Epoch 1919 | loss: 0.0309755 | val_loss: 0.0313102 | Time: 1640.7 ms [2022-03-13 21:11:49 main:574] : INFO : Epoch 1920 | loss: 0.0309682 | val_loss: 0.0313101 | Time: 1633.67 ms [2022-03-13 21:11:51 main:574] : INFO : Epoch 1921 | loss: 0.03096 | val_loss: 0.0312743 | Time: 1640.16 ms [2022-03-13 21:11:52 main:574] : INFO : Epoch 1922 | loss: 0.0309612 | val_loss: 0.031322 | Time: 1634.5 ms [2022-03-13 21:11:54 main:574] : INFO : Epoch 1923 | loss: 0.0309628 | val_loss: 0.0312694 | Time: 1658.23 ms [2022-03-13 21:11:56 main:574] : INFO : Epoch 1924 | loss: 0.0309721 | val_loss: 0.0313221 | Time: 1641.79 ms [2022-03-13 21:11:57 main:574] : INFO : Epoch 1925 | loss: 0.030976 | val_loss: 0.0312685 | Time: 1642.42 ms [2022-03-13 21:11:59 main:574] : INFO : Epoch 1926 | loss: 0.0309753 | val_loss: 0.0312799 | Time: 1637.52 ms [2022-03-13 21:12:01 main:574] : INFO : Epoch 1927 | loss: 0.0309671 | val_loss: 0.0313286 | Time: 1646.87 ms [2022-03-13 21:12:02 main:574] : INFO : Epoch 1928 | loss: 0.0309648 | val_loss: 0.031319 | Time: 1633.83 ms [2022-03-13 21:12:04 main:574] : INFO : Epoch 1929 | loss: 0.030985 | val_loss: 0.0315004 | Time: 1651.6 ms [2022-03-13 21:12:06 main:574] : INFO : Epoch 1930 | loss: 0.0312196 | val_loss: 0.0315522 | Time: 1640.81 ms [2022-03-13 21:12:07 main:574] : INFO : Epoch 1931 | loss: 0.0310617 | val_loss: 0.0312929 | Time: 1639.18 ms [2022-03-13 21:12:09 main:574] : INFO : Epoch 1932 | loss: 0.030983 | val_loss: 0.0312931 | Time: 1635.01 ms [2022-03-13 21:12:10 main:574] : INFO : Epoch 1933 | loss: 0.0309672 | val_loss: 0.0312965 | Time: 1639.87 ms [2022-03-13 21:12:12 main:574] : INFO : Epoch 1934 | loss: 0.0309715 | val_loss: 0.0312858 | Time: 1631.61 ms [2022-03-13 21:12:14 main:574] : INFO : Epoch 1935 | loss: 0.0309679 | val_loss: 0.0312962 | Time: 1651.7 ms [2022-03-13 21:12:15 main:574] : INFO : Epoch 1936 | loss: 0.0309618 | val_loss: 0.0312947 | Time: 1651.2 ms [2022-03-13 21:12:17 main:574] : INFO : Epoch 1937 | loss: 0.0309787 | val_loss: 0.0313109 | Time: 1643.11 ms [2022-03-13 21:12:19 main:574] : INFO : Epoch 1938 | loss: 0.030958 | val_loss: 0.0313086 | Time: 1636.14 ms [2022-03-13 21:12:20 main:574] : INFO : Epoch 1939 | loss: 0.0309685 | val_loss: 0.0312561 | Time: 1640.64 ms [2022-03-13 21:12:22 main:574] : INFO : Epoch 1940 | loss: 0.0309726 | val_loss: 0.0312812 | Time: 1638.52 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-03-13 21:13:07 main:435] : INFO : Set logging level to 1 [2022-03-13 21:13:08 main:441] : INFO : Running in BOINC Client mode [2022-03-13 21:13:08 main:444] : INFO : Resolving all filenames [2022-03-13 21:13:08 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-13 21:13:08 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-13 21:13:08 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-13 21:13:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-13 21:13:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-13 21:13:08 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-13 21:13:08 main:474] : INFO : Configuration: [2022-03-13 21:13:08 main:475] : INFO : Model type: GRU [2022-03-13 21:13:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-13 21:13:08 main:477] : INFO : Max Epochs: 2048 [2022-03-13 21:13:08 main:478] : INFO : Batch Size: 128 [2022-03-13 21:13:08 main:479] : INFO : Learning Rate: 0.01 [2022-03-13 21:13:08 main:480] : INFO : Patience: 10 [2022-03-13 21:13:08 main:481] : INFO : Hidden Width: 12 [2022-03-13 21:13:08 main:482] : INFO : # Recurrent Layers: 4 [2022-03-13 21:13:08 main:483] : INFO : # Backend Layers: 4 [2022-03-13 21:13:08 main:484] : INFO : # Threads: 1 [2022-03-13 21:13:08 main:486] : INFO : Preparing Dataset [2022-03-13 21:13:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-13 21:13:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-13 21:13:09 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-13 21:13:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-13 21:13:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-13 21:13:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-13 21:13:09 main:494] : INFO : Creating Model [2022-03-13 21:13:09 main:507] : INFO : Preparing config file [2022-03-13 21:13:09 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-13 21:13:09 main:512] : INFO : Loading config [2022-03-13 21:13:09 main:514] : INFO : Loading state [2022-03-13 21:13:10 main:559] : INFO : Loading DataLoader into Memory [2022-03-13 21:13:10 main:562] : INFO : Starting Training [2022-03-13 21:13:12 main:574] : INFO : Epoch 1913 | loss: 0.0310827 | val_loss: 0.0312437 | Time: 1816.7 ms [2022-03-13 21:13:13 main:574] : INFO : Epoch 1914 | loss: 0.0310333 | val_loss: 0.0312302 | Time: 1628.89 ms [2022-03-13 21:13:15 main:574] : INFO : Epoch 1915 | loss: 0.0309998 | val_loss: 0.0312768 | Time: 1624.83 ms [2022-03-13 21:13:16 main:574] : INFO : Epoch 1916 | loss: 0.0309817 | val_loss: 0.0312874 | Time: 1634.03 ms [2022-03-13 21:13:18 main:574] : INFO : Epoch 1917 | loss: 0.030969 | val_loss: 0.0312798 | Time: 1628.84 ms [2022-03-13 21:13:20 main:574] : INFO : Epoch 1918 | loss: 0.0309684 | val_loss: 0.0312872 | Time: 1635.32 ms [2022-03-13 21:13:21 main:574] : INFO : Epoch 1919 | loss: 0.0309649 | val_loss: 0.0312991 | Time: 1634.46 ms [2022-03-13 21:13:23 main:574] : INFO : Epoch 1920 | loss: 0.0309815 | val_loss: 0.0312747 | Time: 1641.27 ms [2022-03-13 21:13:25 main:574] : INFO : Epoch 1921 | loss: 0.0309811 | val_loss: 0.031237 | Time: 1646.09 ms [2022-03-13 21:13:26 main:574] : INFO : Epoch 1922 | loss: 0.0309872 | val_loss: 0.0312713 | Time: 1643.49 ms [2022-03-13 21:13:28 main:574] : INFO : Epoch 1923 | loss: 0.030984 | val_loss: 0.031269 | Time: 1645.28 ms [2022-03-13 21:13:30 main:574] : INFO : Epoch 1924 | loss: 0.0309789 | val_loss: 0.0313054 | Time: 1633.34 ms [2022-03-13 21:13:31 main:574] : INFO : Epoch 1925 | loss: 0.0309668 | val_loss: 0.0312719 | Time: 1639.44 ms [2022-03-13 21:13:33 main:574] : INFO : Epoch 1926 | loss: 0.0309731 | val_loss: 0.0312953 | Time: 1638.77 ms [2022-03-13 21:13:35 main:574] : INFO : Epoch 1927 | loss: 0.0309645 | val_loss: 0.0312818 | Time: 1645.55 ms [2022-03-13 21:13:36 main:574] : INFO : Epoch 1928 | loss: 0.0309696 | val_loss: 0.0312737 | Time: 1634.96 ms [2022-03-13 21:13:38 main:574] : INFO : Epoch 1929 | loss: 0.0309799 | val_loss: 0.0313005 | Time: 1642.73 ms [2022-03-13 21:13:39 main:574] : INFO : Epoch 1930 | loss: 0.0309741 | val_loss: 0.0312895 | Time: 1640.23 ms [2022-03-13 21:13:41 main:574] : INFO : Epoch 1931 | loss: 0.0309758 | val_loss: 0.031271 | Time: 1651.6 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-03-13 21:14:28 main:435] : INFO : Set logging level to 1 [2022-03-13 21:14:28 main:441] : INFO : Running in BOINC Client mode [2022-03-13 21:14:28 main:444] : INFO : Resolving all filenames [2022-03-13 21:14:28 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-13 21:14:28 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-13 21:14:28 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-13 21:14:28 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-13 21:14:28 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-13 21:14:28 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-13 21:14:28 main:474] : INFO : Configuration: [2022-03-13 21:14:28 main:475] : INFO : Model type: GRU [2022-03-13 21:14:28 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-13 21:14:28 main:477] : INFO : Max Epochs: 2048 [2022-03-13 21:14:28 main:478] : INFO : Batch Size: 128 [2022-03-13 21:14:28 main:479] : INFO : Learning Rate: 0.01 [2022-03-13 21:14:28 main:480] : INFO : Patience: 10 [2022-03-13 21:14:28 main:481] : INFO : Hidden Width: 12 [2022-03-13 21:14:28 main:482] : INFO : # Recurrent Layers: 4 [2022-03-13 21:14:28 main:483] : INFO : # Backend Layers: 4 [2022-03-13 21:14:28 main:484] : INFO : # Threads: 1 [2022-03-13 21:14:28 main:486] : INFO : Preparing Dataset [2022-03-13 21:14:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-13 21:14:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-13 21:14:30 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-13 21:14:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-13 21:14:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-13 21:14:30 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-13 21:14:30 main:494] : INFO : Creating Model [2022-03-13 21:14:30 main:507] : INFO : Preparing config file [2022-03-13 21:14:30 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-13 21:14:30 main:512] : INFO : Loading config [2022-03-13 21:14:30 main:514] : INFO : Loading state [2022-03-13 21:14:30 main:559] : INFO : Loading DataLoader into Memory [2022-03-13 21:14:30 main:562] : INFO : Starting Training [2022-03-13 21:14:32 main:574] : INFO : Epoch 1913 | loss: 0.0310589 | val_loss: 0.0312491 | Time: 1820.92 ms [2022-03-13 21:14:34 main:574] : INFO : Epoch 1914 | loss: 0.0310065 | val_loss: 0.0312476 | Time: 1628.94 ms [2022-03-13 21:14:35 main:574] : INFO : Epoch 1915 | loss: 0.0309778 | val_loss: 0.0312752 | Time: 1639.28 ms [2022-03-13 21:14:37 main:574] : INFO : Epoch 1916 | loss: 0.030972 | val_loss: 0.031291 | Time: 1637.94 ms [2022-03-13 21:14:39 main:574] : INFO : Epoch 1917 | loss: 0.0309677 | val_loss: 0.0312774 | Time: 1635 ms [2022-03-13 21:14:40 main:574] : INFO : Epoch 1918 | loss: 0.0309681 | val_loss: 0.0312995 | Time: 1636.8 ms [2022-03-13 21:14:42 main:574] : INFO : Epoch 1919 | loss: 0.0309746 | val_loss: 0.0312827 | Time: 1635.41 ms [2022-03-13 21:14:44 main:574] : INFO : Epoch 1920 | loss: 0.0309764 | val_loss: 0.0312795 | Time: 1635.85 ms [2022-03-13 21:14:45 main:574] : INFO : Epoch 1921 | loss: 0.0309742 | val_loss: 0.0312939 | Time: 1649.36 ms [2022-03-13 21:14:47 main:574] : INFO : Epoch 1922 | loss: 0.0309731 | val_loss: 0.0312896 | Time: 1646.52 ms [2022-03-13 21:14:49 main:574] : INFO : Epoch 1923 | loss: 0.0309681 | val_loss: 0.0313036 | Time: 1640.54 ms [2022-03-13 21:14:50 main:574] : INFO : Epoch 1924 | loss: 0.030958 | val_loss: 0.0313094 | Time: 1637.7 ms [2022-03-13 21:14:52 main:574] : INFO : Epoch 1925 | loss: 0.0309655 | val_loss: 0.0312785 | Time: 1643.34 ms [2022-03-13 21:14:54 main:574] : INFO : Epoch 1926 | loss: 0.0309724 | val_loss: 0.0312998 | Time: 1647.03 ms [2022-03-13 21:14:55 main:574] : INFO : Epoch 1927 | loss: 0.0309725 | val_loss: 0.0312725 | Time: 1650.07 ms [2022-03-13 21:14:57 main:574] : INFO : Epoch 1928 | loss: 0.0309705 | val_loss: 0.0313136 | Time: 1639.44 ms [2022-03-13 21:14:58 main:574] : INFO : Epoch 1929 | loss: 0.0309771 | val_loss: 0.0312892 | Time: 1641.62 ms [2022-03-13 21:15:00 main:574] : INFO : Epoch 1930 | loss: 0.0309818 | val_loss: 0.0312788 | Time: 1638.94 ms [2022-03-13 21:15:02 main:574] : INFO : Epoch 1931 | loss: 0.030969 | val_loss: 0.0313233 | Time: 1640.04 ms [2022-03-13 21:15:03 main:574] : INFO : Epoch 1932 | loss: 0.0309666 | val_loss: 0.0312893 | Time: 1645.61 ms [2022-03-13 21:15:05 main:574] : INFO : Epoch 1933 | loss: 0.0310115 | val_loss: 0.0312367 | Time: 1658.32 ms [2022-03-13 21:15:07 main:574] : INFO : Epoch 1934 | loss: 0.0310456 | val_loss: 0.0312501 | Time: 1639.54 ms [2022-03-13 21:15:08 main:574] : INFO : Epoch 1935 | loss: 0.0310084 | val_loss: 0.0312636 | Time: 1647.3 ms [2022-03-13 21:15:10 main:574] : INFO : Epoch 1936 | loss: 0.0309819 | val_loss: 0.0312852 | Time: 1633.95 ms [2022-03-13 21:15:12 main:574] : INFO : Epoch 1937 | loss: 0.0309679 | val_loss: 0.0312737 | Time: 1642.92 ms [2022-03-13 21:15:13 main:574] : INFO : Epoch 1938 | loss: 0.0309614 | val_loss: 0.0313216 | Time: 1642.3 ms [2022-03-13 21:15:15 main:574] : INFO : Epoch 1939 | loss: 0.0309686 | val_loss: 0.0312604 | Time: 1644.87 ms [2022-03-13 21:15:17 main:574] : INFO : Epoch 1940 | loss: 0.0309594 | val_loss: 0.0313025 | Time: 1653.84 ms [2022-03-13 21:15:18 main:574] : INFO : Epoch 1941 | loss: 0.0309587 | val_loss: 0.0312883 | Time: 1640.99 ms [2022-03-13 21:15:20 main:574] : INFO : Epoch 1942 | loss: 0.0309721 | val_loss: 0.0312843 | Time: 1644.65 ms [2022-03-13 21:15:22 main:574] : INFO : Epoch 1943 | loss: 0.0309915 | val_loss: 0.0312964 | Time: 1637.94 ms [2022-03-13 21:15:23 main:574] : INFO : Epoch 1944 | loss: 0.030975 | val_loss: 0.0313281 | Time: 1649.26 ms [2022-03-13 21:15:25 main:574] : INFO : Epoch 1945 | loss: 0.0309706 | val_loss: 0.0312659 | Time: 1642.51 ms [2022-03-13 21:15:27 main:574] : INFO : Epoch 1946 | loss: 0.0309598 | val_loss: 0.0312967 | Time: 1654.06 ms [2022-03-13 21:15:28 main:574] : INFO : Epoch 1947 | loss: 0.0309609 | val_loss: 0.0313269 | Time: 1646.77 ms [2022-03-13 21:15:30 main:574] : INFO : Epoch 1948 | loss: 0.0309823 | val_loss: 0.0313279 | Time: 1648 ms [2022-03-13 21:15:31 main:574] : INFO : Epoch 1949 | loss: 0.0309658 | val_loss: 0.0312962 | Time: 1651.89 ms [2022-03-13 21:15:33 main:574] : INFO : Epoch 1950 | loss: 0.0309864 | val_loss: 0.0312751 | Time: 1645.21 ms [2022-03-13 21:15:35 main:574] : INFO : Epoch 1951 | loss: 0.0309681 | val_loss: 0.0313033 | Time: 1646.26 ms [2022-03-13 21:15:36 main:574] : INFO : Epoch 1952 | loss: 0.0309663 | val_loss: 0.0313017 | Time: 1650.68 ms [2022-03-13 21:15:38 main:574] : INFO : Epoch 1953 | loss: 0.0309553 | val_loss: 0.0313062 | Time: 1636.16 ms [2022-03-13 21:15:40 main:574] : INFO : Epoch 1954 | loss: 0.0309584 | val_loss: 0.0312733 | Time: 1644.09 ms [2022-03-13 21:15:41 main:574] : INFO : Epoch 1955 | loss: 0.0309636 | val_loss: 0.031327 | Time: 1638.01 ms [2022-03-13 21:15:43 main:574] : INFO : Epoch 1956 | loss: 0.0309665 | val_loss: 0.0312784 | Time: 1643.65 ms [2022-03-13 21:15:45 main:574] : INFO : Epoch 1957 | loss: 0.0309807 | val_loss: 0.0312806 | Time: 1641.54 ms [2022-03-13 21:15:46 main:574] : INFO : Epoch 1958 | loss: 0.0309674 | val_loss: 0.0312877 | Time: 1648.9 ms [2022-03-13 21:15:48 main:574] : INFO : Epoch 1959 | loss: 0.0309601 | val_loss: 0.0313376 | Time: 1644.51 ms [2022-03-13 21:15:50 main:574] : INFO : Epoch 1960 | loss: 0.0309591 | val_loss: 0.0312794 | Time: 1637.88 ms [2022-03-13 21:15:51 main:574] : INFO : Epoch 1961 | loss: 0.0309611 | val_loss: 0.0313177 | Time: 1640 ms [2022-03-13 21:15:53 main:574] : INFO : Epoch 1962 | loss: 0.0309709 | val_loss: 0.0313454 | Time: 1645.18 ms [2022-03-13 21:15:55 main:574] : INFO : Epoch 1963 | loss: 0.0309624 | val_loss: 0.0312732 | Time: 1650.21 ms [2022-03-13 21:15:56 main:574] : INFO : Epoch 1964 | loss: 0.0309777 | val_loss: 0.0312703 | Time: 1652.87 ms [2022-03-13 21:15:58 main:574] : INFO : Epoch 1965 | loss: 0.0309902 | val_loss: 0.0312644 | Time: 1644.34 ms [2022-03-13 21:16:00 main:574] : INFO : Epoch 1966 | loss: 0.0309792 | val_loss: 0.0312942 | Time: 1635.7 ms [2022-03-13 21:16:01 main:574] : INFO : Epoch 1967 | loss: 0.0309678 | val_loss: 0.0312837 | Time: 1637.16 ms [2022-03-13 21:16:03 main:574] : INFO : Epoch 1968 | loss: 0.0309636 | val_loss: 0.031252 | Time: 1643.35 ms [2022-03-13 21:16:04 main:574] : INFO : Epoch 1969 | loss: 0.0309673 | val_loss: 0.0313019 | Time: 1643.85 ms [2022-03-13 21:16:06 main:574] : INFO : Epoch 1970 | loss: 0.0309618 | val_loss: 0.031325 | Time: 1651.19 ms [2022-03-13 21:16:08 main:574] : INFO : Epoch 1971 | loss: 0.030962 | val_loss: 0.0312997 | Time: 1638.12 ms [2022-03-13 21:16:09 main:574] : INFO : Epoch 1972 | loss: 0.0309686 | val_loss: 0.0313151 | Time: 1640.77 ms [2022-03-13 21:16:11 main:574] : INFO : Epoch 1973 | loss: 0.0309674 | val_loss: 0.0312615 | Time: 1642.14 ms [2022-03-13 21:16:13 main:574] : INFO : Epoch 1974 | loss: 0.0309704 | val_loss: 0.0312978 | Time: 1644.21 ms [2022-03-13 21:16:14 main:574] : INFO : Epoch 1975 | loss: 0.0309688 | val_loss: 0.0312891 | Time: 1647.61 ms [2022-03-13 21:16:16 main:574] : INFO : Epoch 1976 | loss: 0.0309682 | val_loss: 0.0313123 | Time: 1651.17 ms [2022-03-13 21:16:18 main:574] : INFO : Epoch 1977 | loss: 0.0309597 | val_loss: 0.0312808 | Time: 1638.35 ms [2022-03-13 21:16:19 main:574] : INFO : Epoch 1978 | loss: 0.0309582 | val_loss: 0.0313392 | Time: 1641.95 ms [2022-03-13 21:16:21 main:574] : INFO : Epoch 1979 | loss: 0.0309586 | val_loss: 0.0313082 | Time: 1630.7 ms [2022-03-13 21:16:23 main:574] : INFO : Epoch 1980 | loss: 0.0309724 | val_loss: 0.0312681 | Time: 1640.04 ms [2022-03-13 21:16:24 main:574] : INFO : Epoch 1981 | loss: 0.0309724 | val_loss: 0.0312955 | Time: 1644.41 ms [2022-03-13 21:16:26 main:574] : INFO : Epoch 1982 | loss: 0.0309651 | val_loss: 0.0312849 | Time: 1661.34 ms [2022-03-13 21:16:28 main:574] : INFO : Epoch 1983 | loss: 0.0309706 | val_loss: 0.0312594 | Time: 1641.32 ms [2022-03-13 21:16:29 main:574] : INFO : Epoch 1984 | loss: 0.0309658 | val_loss: 0.0313592 | Time: 1643.29 ms [2022-03-13 21:16:31 main:574] : INFO : Epoch 1985 | loss: 0.0309701 | val_loss: 0.0312464 | Time: 1649.57 ms [2022-03-13 21:16:33 main:574] : INFO : Epoch 1986 | loss: 0.0309682 | val_loss: 0.0313008 | Time: 1641.63 ms [2022-03-13 21:16:34 main:574] : INFO : Epoch 1987 | loss: 0.0309696 | val_loss: 0.0313006 | Time: 1646.62 ms [2022-03-13 21:16:36 main:574] : INFO : Epoch 1988 | loss: 0.0309634 | val_loss: 0.031294 | Time: 1654.83 ms [2022-03-13 21:16:37 main:574] : INFO : Epoch 1989 | loss: 0.0309588 | val_loss: 0.0313037 | Time: 1641.42 ms [2022-03-13 21:16:39 main:574] : INFO : Epoch 1990 | loss: 0.0309537 | val_loss: 0.0313248 | Time: 1646.07 ms [2022-03-13 21:16:41 main:574] : INFO : Epoch 1991 | loss: 0.0309625 | val_loss: 0.0313331 | Time: 1637.69 ms [2022-03-13 21:16:42 main:574] : INFO : Epoch 1992 | loss: 0.0309953 | val_loss: 0.0312739 | Time: 1643.56 ms [2022-03-13 21:16:44 main:574] : INFO : Epoch 1993 | loss: 0.03105 | val_loss: 0.0312508 | Time: 1648.03 ms [2022-03-13 21:16:46 main:574] : INFO : Epoch 1994 | loss: 0.0310232 | val_loss: 0.0312761 | Time: 1654.66 ms [2022-03-13 21:16:47 main:574] : INFO : Epoch 1995 | loss: 0.0309868 | val_loss: 0.0312659 | Time: 1635.04 ms [2022-03-13 21:16:49 main:574] : INFO : Epoch 1996 | loss: 0.0309823 | val_loss: 0.0312618 | Time: 1648.8 ms [2022-03-13 21:16:51 main:574] : INFO : Epoch 1997 | loss: 0.0309889 | val_loss: 0.0312864 | Time: 1637.29 ms [2022-03-13 21:16:52 main:574] : INFO : Epoch 1998 | loss: 0.0309724 | val_loss: 0.0312823 | Time: 1637.8 ms [2022-03-13 21:16:54 main:574] : INFO : Epoch 1999 | loss: 0.0309649 | val_loss: 0.0312949 | Time: 1645.01 ms [2022-03-13 21:16:56 main:574] : INFO : Epoch 2000 | loss: 0.0309621 | val_loss: 0.0312808 | Time: 1663.54 ms [2022-03-13 21:16:57 main:574] : INFO : Epoch 2001 | loss: 0.0309662 | val_loss: 0.0312893 | Time: 1634.73 ms [2022-03-13 21:16:59 main:574] : INFO : Epoch 2002 | loss: 0.0309646 | val_loss: 0.0313146 | Time: 1645.65 ms [2022-03-13 21:17:01 main:574] : INFO : Epoch 2003 | loss: 0.0309677 | val_loss: 0.0312701 | Time: 1634.89 ms [2022-03-13 21:17:02 main:574] : INFO : Epoch 2004 | loss: 0.0309706 | val_loss: 0.0312765 | Time: 1640.97 ms [2022-03-13 21:17:04 main:574] : INFO : Epoch 2005 | loss: 0.0309745 | val_loss: 0.0313022 | Time: 1648.45 ms [2022-03-13 21:17:06 main:574] : INFO : Epoch 2006 | loss: 0.0309709 | val_loss: 0.0312951 | Time: 1658.75 ms [2022-03-13 21:17:07 main:574] : INFO : Epoch 2007 | loss: 0.0309712 | val_loss: 0.0312944 | Time: 1637 ms [2022-03-13 21:17:09 main:574] : INFO : Epoch 2008 | loss: 0.0309598 | val_loss: 0.0313039 | Time: 1646.94 ms [2022-03-13 21:17:10 main:574] : INFO : Epoch 2009 | loss: 0.0309539 | val_loss: 0.0313038 | Time: 1637.25 ms [2022-03-13 21:17:12 main:574] : INFO : Epoch 2010 | loss: 0.0309656 | val_loss: 0.0312793 | Time: 1643.06 ms [2022-03-13 21:17:14 main:574] : INFO : Epoch 2011 | loss: 0.0309723 | val_loss: 0.0312632 | Time: 1645.75 ms [2022-03-13 21:17:15 main:574] : INFO : Epoch 2012 | loss: 0.03096 | val_loss: 0.0313217 | Time: 1655.41 ms [2022-03-13 21:17:17 main:574] : INFO : Epoch 2013 | loss: 0.0309735 | val_loss: 0.0313124 | Time: 1635.95 ms [2022-03-13 21:17:19 main:574] : INFO : Epoch 2014 | loss: 0.0309716 | val_loss: 0.0312839 | Time: 1643.37 ms [2022-03-13 21:17:20 main:574] : INFO : Epoch 2015 | loss: 0.0309716 | val_loss: 0.0313044 | Time: 1639.58 ms [2022-03-13 21:17:22 main:574] : INFO : Epoch 2016 | loss: 0.0309694 | val_loss: 0.0312943 | Time: 1642.6 ms [2022-03-13 21:17:24 main:574] : INFO : Epoch 2017 | loss: 0.0309646 | val_loss: 0.0312792 | Time: 1646.31 ms [2022-03-13 21:17:25 main:574] : INFO : Epoch 2018 | loss: 0.0309569 | val_loss: 0.0313037 | Time: 1648.76 ms [2022-03-13 21:17:27 main:574] : INFO : Epoch 2019 | loss: 0.0309592 | val_loss: 0.0312915 | Time: 1644.26 ms [2022-03-13 21:17:29 main:574] : INFO : Epoch 2020 | loss: 0.0309537 | val_loss: 0.0312911 | Time: 1642.96 ms [2022-03-13 21:17:30 main:574] : INFO : Epoch 2021 | loss: 0.0309646 | val_loss: 0.0313214 | Time: 1649.85 ms [2022-03-13 21:17:32 main:574] : INFO : Epoch 2022 | loss: 0.0309606 | val_loss: 0.0312686 | Time: 1644.23 ms [2022-03-13 21:17:34 main:574] : INFO : Epoch 2023 | loss: 0.030966 | val_loss: 0.0312955 | Time: 1647.69 ms [2022-03-13 21:17:35 main:574] : INFO : Epoch 2024 | loss: 0.0309646 | val_loss: 0.0312985 | Time: 1647.5 ms [2022-03-13 21:17:37 main:574] : INFO : Epoch 2025 | loss: 0.0309656 | val_loss: 0.0313146 | Time: 1656.77 ms [2022-03-13 21:17:39 main:574] : INFO : Epoch 2026 | loss: 0.0309575 | val_loss: 0.031285 | Time: 1644.45 ms [2022-03-13 21:17:40 main:574] : INFO : Epoch 2027 | loss: 0.0309699 | val_loss: 0.0312944 | Time: 1638.78 ms [2022-03-13 21:17:42 main:574] : INFO : Epoch 2028 | loss: 0.0309648 | val_loss: 0.031318 | Time: 1639.58 ms [2022-03-13 21:17:43 main:574] : INFO : Epoch 2029 | loss: 0.030968 | val_loss: 0.0312914 | Time: 1646.42 ms [2022-03-13 21:17:45 main:574] : INFO : Epoch 2030 | loss: 0.0309649 | val_loss: 0.0313166 | Time: 1649.84 ms [2022-03-13 21:17:47 main:574] : INFO : Epoch 2031 | loss: 0.0309785 | val_loss: 0.0312921 | Time: 1642.09 ms [2022-03-13 21:17:48 main:574] : INFO : Epoch 2032 | loss: 0.0309864 | val_loss: 0.031285 | Time: 1641.88 ms [2022-03-13 21:17:50 main:574] : INFO : Epoch 2033 | loss: 0.0309728 | val_loss: 0.0313276 | Time: 1645.56 ms [2022-03-13 21:17:52 main:574] : INFO : Epoch 2034 | loss: 0.0309643 | val_loss: 0.031325 | Time: 1636.78 ms [2022-03-13 21:17:53 main:574] : INFO : Epoch 2035 | loss: 0.0309677 | val_loss: 0.0312472 | Time: 1647.53 ms [2022-03-13 21:17:55 main:574] : INFO : Epoch 2036 | loss: 0.0309742 | val_loss: 0.031286 | Time: 1650.01 ms [2022-03-13 21:17:57 main:574] : INFO : Epoch 2037 | loss: 0.0309649 | val_loss: 0.0312843 | Time: 1644.45 ms [2022-03-13 21:17:58 main:574] : INFO : Epoch 2038 | loss: 0.0309692 | val_loss: 0.0312789 | Time: 1641.5 ms [2022-03-13 21:18:00 main:574] : INFO : Epoch 2039 | loss: 0.0309946 | val_loss: 0.0313093 | Time: 1638.46 ms [2022-03-13 21:18:02 main:574] : INFO : Epoch 2040 | loss: 0.0309909 | val_loss: 0.0312916 | Time: 1636.63 ms [2022-03-13 21:18:03 main:574] : INFO : Epoch 2041 | loss: 0.0309742 | val_loss: 0.0312985 | Time: 1647.78 ms [2022-03-13 21:18:05 main:574] : INFO : Epoch 2042 | loss: 0.0309569 | val_loss: 0.0313122 | Time: 1645.54 ms [2022-03-13 21:18:07 main:574] : INFO : Epoch 2043 | loss: 0.0309611 | val_loss: 0.0312899 | Time: 1651.37 ms [2022-03-13 21:18:08 main:574] : INFO : Epoch 2044 | loss: 0.030968 | val_loss: 0.0312876 | Time: 1640.82 ms [2022-03-13 21:18:10 main:574] : INFO : Epoch 2045 | loss: 0.0309501 | val_loss: 0.0313106 | Time: 1642.13 ms [2022-03-13 21:18:12 main:574] : INFO : Epoch 2046 | loss: 0.0309615 | val_loss: 0.0313261 | Time: 1640.37 ms [2022-03-13 21:18:13 main:574] : INFO : Epoch 2047 | loss: 0.03096 | val_loss: 0.0312802 | Time: 1647.17 ms [2022-03-13 21:18:15 main:574] : INFO : Epoch 2048 | loss: 0.0309623 | val_loss: 0.0313374 | Time: 1650.63 ms [2022-03-13 21:18:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313374 [2022-03-13 21:18:15 main:603] : INFO : Saving end state to config to file [2022-03-13 21:18:15 main:608] : INFO : Success, exiting.. 21:18:15 (6300): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)