Task 3469337
| Name | ParityModified-1609262967-12360-0_0 |
| Workunit | 1707290 |
| Created | 29 Dec 2020, 17:29:29 UTC |
| Sent | 31 Dec 2020, 13:44:03 UTC |
| Report deadline | 8 Jan 2021, 13:44:03 UTC |
| Received | 31 Dec 2020, 15:25:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7050 |
| Run time | 56 min 25 sec |
| CPU time | 56 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.48 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1627 | loss: 0.0311328 | val_loss: 0.0311739 | Time: 1645.68 ms
[2020-12-31 15:32:03 main:581] : INFO : Epoch 1628 | loss: 0.031127 | val_loss: 0.0311742 | Time: 1662.61 ms
[2020-12-31 15:32:05 main:581] : INFO : Epoch 1629 | loss: 0.0311258 | val_loss: 0.0311783 | Time: 1645.96 ms
[2020-12-31 15:32:06 main:581] : INFO : Epoch 1630 | loss: 0.0311246 | val_loss: 0.0311804 | Time: 1648.99 ms
[2020-12-31 15:32:08 main:581] : INFO : Epoch 1631 | loss: 0.0311218 | val_loss: 0.0311755 | Time: 1651.14 ms
[2020-12-31 15:32:09 main:581] : INFO : Epoch 1632 | loss: 0.0311191 | val_loss: 0.0311774 | Time: 1646.32 ms
[2020-12-31 15:32:11 main:581] : INFO : Epoch 1633 | loss: 0.0311267 | val_loss: 0.0311737 | Time: 1646.77 ms
[2020-12-31 15:32:13 main:581] : INFO : Epoch 1634 | loss: 0.0311292 | val_loss: 0.0311807 | Time: 1645.23 ms
[2020-12-31 15:32:14 main:581] : INFO : Epoch 1635 | loss: 0.0311269 | val_loss: 0.0311843 | Time: 1646.6 ms
[2020-12-31 15:32:16 main:581] : INFO : Epoch 1636 | loss: 0.0311202 | val_loss: 0.031181 | Time: 1648.51 ms
[2020-12-31 15:32:18 main:581] : INFO : Epoch 1637 | loss: 0.0311188 | val_loss: 0.031181 | Time: 1646.33 ms
[2020-12-31 15:32:19 main:581] : INFO : Epoch 1638 | loss: 0.0311131 | val_loss: 0.0311837 | Time: 1648.42 ms
[2020-12-31 15:32:21 main:581] : INFO : Epoch 1639 | loss: 0.0311103 | val_loss: 0.0311766 | Time: 1647.46 ms
[2020-12-31 15:32:23 main:581] : INFO : Epoch 1640 | loss: 0.0311103 | val_loss: 0.0311825 | Time: 1660.13 ms
[2020-12-31 15:32:24 main:581] : INFO : Epoch 1641 | loss: 0.0311112 | val_loss: 0.0311778 | Time: 1645.08 ms
[2020-12-31 15:32:26 main:581] : INFO : Epoch 1642 | loss: 0.0311079 | val_loss: 0.0311883 | Time: 1645.8 ms
[2020-12-31 15:32:28 main:581] : INFO : Epoch 1643 | loss: 0.0311085 | val_loss: 0.0311772 | Time: 1647.75 ms
[2020-12-31 15:32:29 main:581] : INFO : Epoch 1644 | loss: 0.0311097 | val_loss: 0.0311826 | Time: 1648.15 ms
[2020-12-31 15:32:31 main:581] : INFO : Epoch 1645 | loss: 0.0311073 | val_loss: 0.0311871 | Time: 1646.44 ms
[2020-12-31 15:32:33 main:581] : INFO : Epoch 1646 | loss: 0.0311079 | val_loss: 0.0311803 | Time: 1649.33 ms
[2020-12-31 15:32:34 main:581] : INFO : Epoch 1647 | loss: 0.0311067 | val_loss: 0.0311848 | Time: 1648.36 ms
[2020-12-31 15:32:36 main:581] : INFO : Epoch 1648 | loss: 0.0311066 | val_loss: 0.0311864 | Time: 1644.39 ms
[2020-12-31 15:32:37 main:581] : INFO : Epoch 1649 | loss: 0.0311064 | val_loss: 0.0311812 | Time: 1648.22 ms
[2020-12-31 15:32:39 main:581] : INFO : Epoch 1650 | loss: 0.0311089 | val_loss: 0.031185 | Time: 1649.4 ms
[2020-12-31 15:32:41 main:581] : INFO : Epoch 1651 | loss: 0.0311047 | val_loss: 0.0311807 | Time: 1649.59 ms
[2020-12-31 15:32:42 main:581] : INFO : Epoch 1652 | loss: 0.0311069 | val_loss: 0.0311885 | Time: 1649.62 ms
[2020-12-31 15:32:44 main:581] : INFO : Epoch 1653 | loss: 0.0311076 | val_loss: 0.0311846 | Time: 1648.74 ms
[2020-12-31 15:32:46 main:581] : INFO : Epoch 1654 | loss: 0.0311116 | val_loss: 0.0311824 | Time: 1649.45 ms
[2020-12-31 15:32:47 main:581] : INFO : Epoch 1655 | loss: 0.0311113 | val_loss: 0.0311971 | Time: 1647.67 ms
[2020-12-31 15:32:49 main:581] : INFO : Epoch 1656 | loss: 0.031104 | val_loss: 0.0311883 | Time: 1647.11 ms
[2020-12-31 15:32:51 main:581] : INFO : Epoch 1657 | loss: 0.0311058 | val_loss: 0.0311861 | Time: 1647.69 ms
[2020-12-31 15:32:52 main:581] : INFO : Epoch 1658 | loss: 0.0311067 | val_loss: 0.0311816 | Time: 1644.84 ms
[2020-12-31 15:32:54 main:581] : INFO : Epoch 1659 | loss: 0.0311058 | val_loss: 0.0311824 | Time: 1644.44 ms
[2020-12-31 15:32:56 main:581] : INFO : Epoch 1660 | loss: 0.031105 | val_loss: 0.0311869 | Time: 1645.8 ms
[2020-12-31 15:32:57 main:581] : INFO : Epoch 1661 | loss: 0.0311068 | val_loss: 0.0311779 | Time: 1654.02 ms
[2020-12-31 15:32:59 main:581] : INFO : Epoch 1662 | loss: 0.0311031 | val_loss: 0.0311885 | Time: 1644.73 ms
[2020-12-31 15:33:01 main:581] : INFO : Epoch 1663 | loss: 0.0311053 | val_loss: 0.0311834 | Time: 1645.91 ms
[2020-12-31 15:33:02 main:581] : INFO : Epoch 1664 | loss: 0.0311025 | val_loss: 0.0311837 | Time: 1648.13 ms
[2020-12-31 15:33:04 main:581] : INFO : Epoch 1665 | loss: 0.0311053 | val_loss: 0.0311832 | Time: 1657.74 ms
[2020-12-31 15:33:06 main:581] : INFO : Epoch 1666 | loss: 0.0311117 | val_loss: 0.0311794 | Time: 1648.08 ms
[2020-12-31 15:33:07 main:581] : INFO : Epoch 1667 | loss: 0.0311095 | val_loss: 0.0311918 | Time: 1646.3 ms
[2020-12-31 15:33:09 main:581] : INFO : Epoch 1668 | loss: 0.03111 | val_loss: 0.0311941 | Time: 1646.76 ms
[2020-12-31 15:33:10 main:581] : INFO : Epoch 1669 | loss: 0.0311051 | val_loss: 0.0311935 | Time: 1647.12 ms
[2020-12-31 15:33:12 main:581] : INFO : Epoch 1670 | loss: 0.031113 | val_loss: 0.0311917 | Time: 1647.06 ms
[2020-12-31 15:33:14 main:581] : INFO : Epoch 1671 | loss: 0.0311106 | val_loss: 0.0311883 | Time: 1646.82 ms
[2020-12-31 15:33:15 main:581] : INFO : Epoch 1672 | loss: 0.0311123 | val_loss: 0.0311884 | Time: 1647.51 ms
[2020-12-31 15:33:17 main:581] : INFO : Epoch 1673 | loss: 0.031105 | val_loss: 0.0311958 | Time: 1648.45 ms
[2020-12-31 15:33:19 main:581] : INFO : Epoch 1674 | loss: 0.0311033 | val_loss: 0.031188 | Time: 1648.03 ms
[2020-12-31 15:33:20 main:581] : INFO : Epoch 1675 | loss: 0.0311057 | val_loss: 0.0311887 | Time: 1648.41 ms
[2020-12-31 15:33:22 main:581] : INFO : Epoch 1676 | loss: 0.0311096 | val_loss: 0.0311824 | Time: 1645.49 ms
[2020-12-31 15:33:24 main:581] : INFO : Epoch 1677 | loss: 0.0311058 | val_loss: 0.031194 | Time: 1646.83 ms
[2020-12-31 15:33:25 main:581] : INFO : Epoch 1678 | loss: 0.0311044 | val_loss: 0.031187 | Time: 1650.64 ms
[2020-12-31 15:33:27 main:581] : INFO : Epoch 1679 | loss: 0.0311061 | val_loss: 0.0311813 | Time: 1646.2 ms
[2020-12-31 15:33:29 main:581] : INFO : Epoch 1680 | loss: 0.0311173 | val_loss: 0.0311844 | Time: 1648.35 ms
[2020-12-31 15:33:30 main:581] : INFO : Epoch 1681 | loss: 0.0311066 | val_loss: 0.0311958 | Time: 1653.78 ms
[2020-12-31 15:33:32 main:581] : INFO : Epoch 1682 | loss: 0.0311042 | val_loss: 0.031184 | Time: 1644.63 ms
[2020-12-31 15:33:34 main:581] : INFO : Epoch 1683 | loss: 0.0311045 | val_loss: 0.0311966 | Time: 1645.79 ms
[2020-12-31 15:33:35 main:581] : INFO : Epoch 1684 | loss: 0.0311046 | val_loss: 0.0311923 | Time: 1648.18 ms
[2020-12-31 15:33:37 main:581] : INFO : Epoch 1685 | loss: 0.0311026 | val_loss: 0.0311911 | Time: 1647.28 ms
[2020-12-31 15:33:38 main:581] : INFO : Epoch 1686 | loss: 0.0310967 | val_loss: 0.0311916 | Time: 1646.78 ms
[2020-12-31 15:33:40 main:581] : INFO : Epoch 1687 | loss: 0.031099 | val_loss: 0.0311829 | Time: 1646.46 ms
[2020-12-31 15:33:42 main:581] : INFO : Epoch 1688 | loss: 0.0311006 | val_loss: 0.0311913 | Time: 1654.51 ms
[2020-12-31 15:33:43 main:581] : INFO : Epoch 1689 | loss: 0.0311068 | val_loss: 0.0311894 | Time: 1647.9 ms
[2020-12-31 15:33:45 main:581] : INFO : Epoch 1690 | loss: 0.0311046 | val_loss: 0.0311878 | Time: 1646.63 ms
[2020-12-31 15:33:47 main:581] : INFO : Epoch 1691 | loss: 0.0311057 | val_loss: 0.0311819 | Time: 1648.65 ms
[2020-12-31 15:33:48 main:581] : INFO : Epoch 1692 | loss: 0.0311001 | val_loss: 0.031184 | Time: 1649.72 ms
[2020-12-31 15:33:50 main:581] : INFO : Epoch 1693 | loss: 0.031099 | val_loss: 0.0311921 | Time: 1647.53 ms
[2020-12-31 15:33:52 main:581] : INFO : Epoch 1694 | loss: 0.0310984 | val_loss: 0.0311868 | Time: 1646.33 ms
[2020-12-31 15:33:53 main:581] : INFO : Epoch 1695 | loss: 0.0310999 | val_loss: 0.0311975 | Time: 1643.82 ms
[2020-12-31 15:33:55 main:581] : INFO : Epoch 1696 | loss: 0.0310962 | val_loss: 0.0312018 | Time: 1646.5 ms
[2020-12-31 15:33:57 main:581] : INFO : Epoch 1697 | loss: 0.0311134 | val_loss: 0.0311846 | Time: 1648.36 ms
[2020-12-31 15:33:58 main:581] : INFO : Epoch 1698 | loss: 0.0311242 | val_loss: 0.0311827 | Time: 1659.26 ms
[2020-12-31 15:34:00 main:581] : INFO : Epoch 1699 | loss: 0.0311125 | val_loss: 0.0311815 | Time: 1646.57 ms
[2020-12-31 15:34:02 main:581] : INFO : Epoch 1700 | loss: 0.0311049 | val_loss: 0.0311892 | Time: 1645.99 ms
[2020-12-31 15:34:03 main:581] : INFO : Epoch 1701 | loss: 0.0311008 | val_loss: 0.0311938 | Time: 1646.84 ms
[2020-12-31 15:34:05 main:581] : INFO : Epoch 1702 | loss: 0.0311012 | val_loss: 0.0311927 | Time: 1649.55 ms
[2020-12-31 15:34:07 main:581] : INFO : Epoch 1703 | loss: 0.0310953 | val_loss: 0.0311902 | Time: 1649.58 ms
[2020-12-31 15:34:08 main:581] : INFO : Epoch 1704 | loss: 0.0310915 | val_loss: 0.0311889 | Time: 1645.84 ms
[2020-12-31 15:34:10 main:581] : INFO : Epoch 1705 | loss: 0.0310908 | val_loss: 0.0311886 | Time: 1646.77 ms
[2020-12-31 15:34:11 main:581] : INFO : Epoch 1706 | loss: 0.031094 | val_loss: 0.0311934 | Time: 1649.13 ms
[2020-12-31 15:34:13 main:581] : INFO : Epoch 1707 | loss: 0.0310933 | val_loss: 0.0311938 | Time: 1645.97 ms
[2020-12-31 15:34:15 main:581] : INFO : Epoch 1708 | loss: 0.0310933 | val_loss: 0.0311981 | Time: 1651.02 ms
[2020-12-31 15:34:16 main:581] : INFO : Epoch 1709 | loss: 0.0310962 | val_loss: 0.0311942 | Time: 1648.66 ms
[2020-12-31 15:34:18 main:581] : INFO : Epoch 1710 | loss: 0.0310966 | val_loss: 0.0311882 | Time: 1645.64 ms
[2020-12-31 15:34:20 main:581] : INFO : Epoch 1711 | loss: 0.0310956 | val_loss: 0.0311981 | Time: 1647.35 ms
[2020-12-31 15:34:21 main:581] : INFO : Epoch 1712 | loss: 0.0310938 | val_loss: 0.0311927 | Time: 1648.74 ms
[2020-12-31 15:34:23 main:581] : INFO : Epoch 1713 | loss: 0.0311023 | val_loss: 0.0311843 | Time: 1648.28 ms
[2020-12-31 15:34:25 main:581] : INFO : Epoch 1714 | loss: 0.0311197 | val_loss: 0.0311903 | Time: 1648.33 ms
[2020-12-31 15:34:26 main:581] : INFO : Epoch 1715 | loss: 0.0311115 | val_loss: 0.0311875 | Time: 1649.18 ms
[2020-12-31 15:34:28 main:581] : INFO : Epoch 1716 | loss: 0.0311095 | val_loss: 0.0311877 | Time: 1647.41 ms
[2020-12-31 15:34:30 main:581] : INFO : Epoch 1717 | loss: 0.031105 | val_loss: 0.0311937 | Time: 1646.77 ms
[2020-12-31 15:34:31 main:581] : INFO : Epoch 1718 | loss: 0.0310989 | val_loss: 0.0311966 | Time: 1643.56 ms
[2020-12-31 15:34:33 main:581] : INFO : Epoch 1719 | loss: 0.031097 | val_loss: 0.0311866 | Time: 1643.68 ms
[2020-12-31 15:34:35 main:581] : INFO : Epoch 1720 | loss: 0.0311007 | val_loss: 0.0311949 | Time: 1648.3 ms
[2020-12-31 15:34:36 main:581] : INFO : Epoch 1721 | loss: 0.0310985 | val_loss: 0.0311839 | Time: 1643.4 ms
[2020-12-31 15:34:38 main:581] : INFO : Epoch 1722 | loss: 0.0311103 | val_loss: 0.0312006 | Time: 1647.81 ms
[2020-12-31 15:34:39 main:581] : INFO : Epoch 1723 | loss: 0.0311039 | val_loss: 0.031188 | Time: 1647.03 ms
[2020-12-31 15:34:41 main:581] : INFO : Epoch 1724 | loss: 0.0310974 | val_loss: 0.0311856 | Time: 1646.91 ms
[2020-12-31 15:34:43 main:581] : INFO : Epoch 1725 | loss: 0.031091 | val_loss: 0.0311926 | Time: 1643.87 ms
[2020-12-31 15:34:44 main:581] : INFO : Epoch 1726 | loss: 0.0310893 | val_loss: 0.0311994 | Time: 1648.17 ms
[2020-12-31 15:34:46 main:581] : INFO : Epoch 1727 | loss: 0.0310939 | val_loss: 0.0311959 | Time: 1649.01 ms
[2020-12-31 15:34:48 main:581] : INFO : Epoch 1728 | loss: 0.0310994 | val_loss: 0.0311896 | Time: 1646.01 ms
[2020-12-31 15:34:49 main:581] : INFO : Epoch 1729 | loss: 0.0310932 | val_loss: 0.0311892 | Time: 1648.28 ms
[2020-12-31 15:34:51 main:581] : INFO : Epoch 1730 | loss: 0.0310901 | val_loss: 0.0311993 | Time: 1646.99 ms
[2020-12-31 15:34:53 main:581] : INFO : Epoch 1731 | loss: 0.0310886 | val_loss: 0.0311914 | Time: 1649.55 ms
[2020-12-31 15:34:54 main:581] : INFO : Epoch 1732 | loss: 0.0310934 | val_loss: 0.0311963 | Time: 1647.45 ms
[2020-12-31 15:34:56 main:581] : INFO : Epoch 1733 | loss: 0.0310913 | val_loss: 0.0311949 | Time: 1646.59 ms
[2020-12-31 15:34:58 main:581] : INFO : Epoch 1734 | loss: 0.0310911 | val_loss: 0.031202 | Time: 1649.87 ms
[2020-12-31 15:34:59 main:581] : INFO : Epoch 1735 | loss: 0.0310923 | val_loss: 0.0311884 | Time: 1646.35 ms
[2020-12-31 15:35:01 main:581] : INFO : Epoch 1736 | loss: 0.031089 | val_loss: 0.0312045 | Time: 1647.55 ms
[2020-12-31 15:35:03 main:581] : INFO : Epoch 1737 | loss: 0.0310906 | val_loss: 0.0311974 | Time: 1649 ms
[2020-12-31 15:35:04 main:581] : INFO : Epoch 1738 | loss: 0.0310916 | val_loss: 0.0311976 | Time: 1649.16 ms
[2020-12-31 15:35:06 main:581] : INFO : Epoch 1739 | loss: 0.0310929 | val_loss: 0.0311901 | Time: 1646.29 ms
[2020-12-31 15:35:07 main:581] : INFO : Epoch 1740 | loss: 0.0310883 | val_loss: 0.0311983 | Time: 1646.03 ms
[2020-12-31 15:35:09 main:581] : INFO : Epoch 1741 | loss: 0.0310882 | val_loss: 0.031196 | Time: 1648.83 ms
[2020-12-31 15:35:11 main:581] : INFO : Epoch 1742 | loss: 0.0310907 | val_loss: 0.0312004 | Time: 1650.03 ms
[2020-12-31 15:35:12 main:581] : INFO : Epoch 1743 | loss: 0.0310973 | val_loss: 0.0311987 | Time: 1648.06 ms
[2020-12-31 15:35:14 main:581] : INFO : Epoch 1744 | loss: 0.0310954 | val_loss: 0.0311923 | Time: 1648.15 ms
[2020-12-31 15:35:16 main:581] : INFO : Epoch 1745 | loss: 0.0310926 | val_loss: 0.0311951 | Time: 1649.88 ms
[2020-12-31 15:35:17 main:581] : INFO : Epoch 1746 | loss: 0.0310941 | val_loss: 0.0311931 | Time: 1644.28 ms
[2020-12-31 15:35:19 main:581] : INFO : Epoch 1747 | loss: 0.0310955 | val_loss: 0.0312306 | Time: 1644 ms
[2020-12-31 15:35:21 main:581] : INFO : Epoch 1748 | loss: 0.0311115 | val_loss: 0.0312059 | Time: 1648.38 ms
[2020-12-31 15:35:22 main:581] : INFO : Epoch 1749 | loss: 0.0311036 | val_loss: 0.0312093 | Time: 1653.56 ms
[2020-12-31 15:35:24 main:581] : INFO : Epoch 1750 | loss: 0.0310961 | val_loss: 0.0311918 | Time: 1646.06 ms
[2020-12-31 15:35:26 main:581] : INFO : Epoch 1751 | loss: 0.0310973 | val_loss: 0.0312012 | Time: 1648.73 ms
[2020-12-31 15:35:27 main:581] : INFO : Epoch 1752 | loss: 0.0310928 | val_loss: 0.0311911 | Time: 1656.63 ms
[2020-12-31 15:35:29 main:581] : INFO : Epoch 1753 | loss: 0.0310897 | val_loss: 0.0311855 | Time: 1648.01 ms
[2020-12-31 15:35:31 main:581] : INFO : Epoch 1754 | loss: 0.0310916 | val_loss: 0.0311954 | Time: 1646.69 ms
[2020-12-31 15:35:32 main:581] : INFO : Epoch 1755 | loss: 0.0310913 | val_loss: 0.0311876 | Time: 1648.05 ms
[2020-12-31 15:35:34 main:581] : INFO : Epoch 1756 | loss: 0.0310905 | val_loss: 0.0311988 | Time: 1648.3 ms
[2020-12-31 15:35:35 main:581] : INFO : Epoch 1757 | loss: 0.031095 | val_loss: 0.0311868 | Time: 1647.63 ms
[2020-12-31 15:35:37 main:581] : INFO : Epoch 1758 | loss: 0.0310926 | val_loss: 0.0311997 | Time: 1646.39 ms
[2020-12-31 15:35:39 main:581] : INFO : Epoch 1759 | loss: 0.0310941 | val_loss: 0.0311883 | Time: 1648.46 ms
[2020-12-31 15:35:40 main:581] : INFO : Epoch 1760 | loss: 0.031097 | val_loss: 0.0311904 | Time: 1646.03 ms
[2020-12-31 15:35:42 main:581] : INFO : Epoch 1761 | loss: 0.031095 | val_loss: 0.0312008 | Time: 1647.7 ms
[2020-12-31 15:35:44 main:581] : INFO : Epoch 1762 | loss: 0.0310868 | val_loss: 0.0311933 | Time: 1646.89 ms
[2020-12-31 15:35:45 main:581] : INFO : Epoch 1763 | loss: 0.0310843 | val_loss: 0.0311986 | Time: 1646.58 ms
[2020-12-31 15:35:47 main:581] : INFO : Epoch 1764 | loss: 0.0310865 | val_loss: 0.0311955 | Time: 1646.35 ms
[2020-12-31 15:35:49 main:581] : INFO : Epoch 1765 | loss: 0.0310844 | val_loss: 0.0311978 | Time: 1648.47 ms
[2020-12-31 15:35:50 main:581] : INFO : Epoch 1766 | loss: 0.0310841 | val_loss: 0.0312001 | Time: 1646.55 ms
[2020-12-31 15:35:52 main:581] : INFO : Epoch 1767 | loss: 0.031089 | val_loss: 0.0311915 | Time: 1647.11 ms
[2020-12-31 15:35:54 main:581] : INFO : Epoch 1768 | loss: 0.0310873 | val_loss: 0.0311969 | Time: 1645.71 ms
[2020-12-31 15:35:55 main:581] : INFO : Epoch 1769 | loss: 0.0310843 | val_loss: 0.0311968 | Time: 1652.07 ms
[2020-12-31 15:35:57 main:581] : INFO : Epoch 1770 | loss: 0.0310858 | val_loss: 0.0311899 | Time: 1647.85 ms
[2020-12-31 15:35:59 main:581] : INFO : Epoch 1771 | loss: 0.0310836 | val_loss: 0.0312014 | Time: 1646.41 ms
[2020-12-31 15:36:00 main:581] : INFO : Epoch 1772 | loss: 0.0310902 | val_loss: 0.0311973 | Time: 1647.94 ms
[2020-12-31 15:36:02 main:581] : INFO : Epoch 1773 | loss: 0.0310881 | val_loss: 0.0311907 | Time: 1654.35 ms
[2020-12-31 15:36:04 main:581] : INFO : Epoch 1774 | loss: 0.0310876 | val_loss: 0.0311993 | Time: 1647.35 ms
[2020-12-31 15:36:05 main:581] : INFO : Epoch 1775 | loss: 0.0310935 | val_loss: 0.0312008 | Time: 1648.44 ms
[2020-12-31 15:36:07 main:581] : INFO : Epoch 1776 | loss: 0.0310964 | val_loss: 0.0311977 | Time: 1648.27 ms
[2020-12-31 15:36:08 main:581] : INFO : Epoch 1777 | loss: 0.0310874 | val_loss: 0.0312032 | Time: 1647.78 ms
[2020-12-31 15:36:10 main:581] : INFO : Epoch 1778 | loss: 0.0310839 | val_loss: 0.031193 | Time: 1647.77 ms
[2020-12-31 15:36:12 main:581] : INFO : Epoch 1779 | loss: 0.0310925 | val_loss: 0.0311945 | Time: 1647.51 ms
[2020-12-31 15:36:13 main:581] : INFO : Epoch 1780 | loss: 0.0310918 | val_loss: 0.0312022 | Time: 1648.26 ms
[2020-12-31 15:36:15 main:581] : INFO : Epoch 1781 | loss: 0.0310883 | val_loss: 0.0311986 | Time: 1646.91 ms
[2020-12-31 15:36:17 main:581] : INFO : Epoch 1782 | loss: 0.0310952 | val_loss: 0.031193 | Time: 1646.97 ms
[2020-12-31 15:36:18 main:581] : INFO : Epoch 1783 | loss: 0.0310934 | val_loss: 0.0312062 | Time: 1644.72 ms
[2020-12-31 15:36:20 main:581] : INFO : Epoch 1784 | loss: 0.0310916 | val_loss: 0.0311995 | Time: 1646.5 ms
[2020-12-31 15:36:22 main:581] : INFO : Epoch 1785 | loss: 0.0310966 | val_loss: 0.0311925 | Time: 1645.56 ms
[2020-12-31 15:36:23 main:581] : INFO : Epoch 1786 | loss: 0.031096 | val_loss: 0.0311991 | Time: 1647.7 ms
[2020-12-31 15:36:25 main:581] : INFO : Epoch 1787 | loss: 0.0310928 | val_loss: 0.0311956 | Time: 1645.92 ms
[2020-12-31 15:36:27 main:581] : INFO : Epoch 1788 | loss: 0.0310916 | val_loss: 0.0311991 | Time: 1644.86 ms
[2020-12-31 15:36:28 main:581] : INFO : Epoch 1789 | loss: 0.0310969 | val_loss: 0.0311938 | Time: 1647.48 ms
[2020-12-31 15:36:30 main:581] : INFO : Epoch 1790 | loss: 0.0311016 | val_loss: 0.0311921 | Time: 1647.73 ms
[2020-12-31 15:36:32 main:581] : INFO : Epoch 1791 | loss: 0.0310945 | val_loss: 0.0312072 | Time: 1645.29 ms
[2020-12-31 15:36:33 main:581] : INFO : Epoch 1792 | loss: 0.031091 | val_loss: 0.0311915 | Time: 1648.21 ms
[2020-12-31 15:36:35 main:581] : INFO : Epoch 1793 | loss: 0.0310873 | val_loss: 0.0312034 | Time: 1647.36 ms
[2020-12-31 15:36:36 main:581] : INFO : Epoch 1794 | loss: 0.0310947 | val_loss: 0.0312049 | Time: 1648.69 ms
[2020-12-31 15:36:38 main:581] : INFO : Epoch 1795 | loss: 0.0310893 | val_loss: 0.0311979 | Time: 1647.18 ms
[2020-12-31 15:36:40 main:581] : INFO : Epoch 1796 | loss: 0.0310829 | val_loss: 0.0312016 | Time: 1647.77 ms
[2020-12-31 15:36:41 main:581] : INFO : Epoch 1797 | loss: 0.0310805 | val_loss: 0.0312037 | Time: 1647.33 ms
[2020-12-31 15:36:43 main:581] : INFO : Epoch 1798 | loss: 0.031081 | val_loss: 0.0311944 | Time: 1648.82 ms
[2020-12-31 15:36:45 main:581] : INFO : Epoch 1799 | loss: 0.0310787 | val_loss: 0.0311997 | Time: 1647.91 ms
[2020-12-31 15:36:46 main:581] : INFO : Epoch 1800 | loss: 0.031085 | val_loss: 0.0311926 | Time: 1647.68 ms
[2020-12-31 15:36:48 main:581] : INFO : Epoch 1801 | loss: 0.0310819 | val_loss: 0.0311937 | Time: 1646.9 ms
[2020-12-31 15:36:50 main:581] : INFO : Epoch 1802 | loss: 0.0310869 | val_loss: 0.0311987 | Time: 1646.47 ms
[2020-12-31 15:36:51 main:581] : INFO : Epoch 1803 | loss: 0.0310818 | val_loss: 0.0311958 | Time: 1646.89 ms
[2020-12-31 15:36:53 main:581] : INFO : Epoch 1804 | loss: 0.0310791 | val_loss: 0.0311953 | Time: 1649.01 ms
[2020-12-31 15:36:55 main:581] : INFO : Epoch 1805 | loss: 0.0310836 | val_loss: 0.031202 | Time: 1646.45 ms
[2020-12-31 15:36:56 main:581] : INFO : Epoch 1806 | loss: 0.0310807 | val_loss: 0.0312065 | Time: 1647.75 ms
[2020-12-31 15:36:58 main:581] : INFO : Epoch 1807 | loss: 0.0310808 | val_loss: 0.0311997 | Time: 1648.4 ms
[2020-12-31 15:37:00 main:581] : INFO : Epoch 1808 | loss: 0.0310842 | val_loss: 0.031195 | Time: 1650.28 ms
[2020-12-31 15:37:01 main:581] : INFO : Epoch 1809 | loss: 0.031086 | val_loss: 0.0312018 | Time: 1646.24 ms
[2020-12-31 15:37:03 main:581] : INFO : Epoch 1810 | loss: 0.0310904 | val_loss: 0.0312025 | Time: 1646.09 ms
[2020-12-31 15:37:04 main:581] : INFO : Epoch 1811 | loss: 0.0310916 | val_loss: 0.0311946 | Time: 1650.05 ms
[2020-12-31 15:37:06 main:581] : INFO : Epoch 1812 | loss: 0.0310863 | val_loss: 0.0312005 | Time: 1647.17 ms
[2020-12-31 15:37:08 main:581] : INFO : Epoch 1813 | loss: 0.0311049 | val_loss: 0.0311881 | Time: 1647.37 ms
[2020-12-31 15:37:09 main:581] : INFO : Epoch 1814 | loss: 0.0310993 | val_loss: 0.0311973 | Time: 1647.95 ms
[2020-12-31 15:37:11 main:581] : INFO : Epoch 1815 | loss: 0.0310895 | val_loss: 0.0311974 | Time: 1646.9 ms
[2020-12-31 15:37:13 main:581] : INFO : Epoch 1816 | loss: 0.0310857 | val_loss: 0.0311953 | Time: 1647.18 ms
[2020-12-31 15:37:14 main:581] : INFO : Epoch 1817 | loss: 0.0310862 | val_loss: 0.0312069 | Time: 1646.25 ms
[2020-12-31 15:37:16 main:581] : INFO : Epoch 1818 | loss: 0.0310834 | val_loss: 0.0312009 | Time: 1648.6 ms
[2020-12-31 15:37:18 main:581] : INFO : Epoch 1819 | loss: 0.0310855 | val_loss: 0.0312028 | Time: 1655.29 ms
[2020-12-31 15:37:19 main:581] : INFO : Epoch 1820 | loss: 0.0310872 | val_loss: 0.0311995 | Time: 1647.31 ms
[2020-12-31 15:37:21 main:581] : INFO : Epoch 1821 | loss: 0.0310862 | val_loss: 0.0311984 | Time: 1645.44 ms
[2020-12-31 15:37:23 main:581] : INFO : Epoch 1822 | loss: 0.0310919 | val_loss: 0.0312039 | Time: 1648.31 ms
[2020-12-31 15:37:24 main:581] : INFO : Epoch 1823 | loss: 0.0310951 | val_loss: 0.0312048 | Time: 1645.48 ms
[2020-12-31 15:37:26 main:581] : INFO : Epoch 1824 | loss: 0.0310901 | val_loss: 0.0311942 | Time: 1645.31 ms
[2020-12-31 15:37:28 main:581] : INFO : Epoch 1825 | loss: 0.0310864 | val_loss: 0.0311969 | Time: 1646.44 ms
[2020-12-31 15:37:29 main:581] : INFO : Epoch 1826 | loss: 0.0310807 | val_loss: 0.0312004 | Time: 1646.82 ms
[2020-12-31 15:37:31 main:581] : INFO : Epoch 1827 | loss: 0.0310787 | val_loss: 0.0312065 | Time: 1648.23 ms
[2020-12-31 15:37:32 main:581] : INFO : Epoch 1828 | loss: 0.0310787 | val_loss: 0.0311982 | Time: 1645.93 ms
[2020-12-31 15:37:34 main:581] : INFO : Epoch 1829 | loss: 0.0310865 | val_loss: 0.0311998 | Time: 1648.39 ms
[2020-12-31 15:37:36 main:581] : INFO : Epoch 1830 | loss: 0.0310884 | val_loss: 0.0311928 | Time: 1643.27 ms
[2020-12-31 15:37:37 main:581] : INFO : Epoch 1831 | loss: 0.0310838 | val_loss: 0.0312044 | Time: 1646.32 ms
[2020-12-31 15:37:39 main:581] : INFO : Epoch 1832 | loss: 0.0310812 | val_loss: 0.0312086 | Time: 1648.53 ms
[2020-12-31 15:37:41 main:581] : INFO : Epoch 1833 | loss: 0.0310843 | val_loss: 0.031195 | Time: 1645.18 ms
[2020-12-31 15:37:42 main:581] : INFO : Epoch 1834 | loss: 0.0310848 | val_loss: 0.0312017 | Time: 1646.65 ms
[2020-12-31 15:37:44 main:581] : INFO : Epoch 1835 | loss: 0.0310825 | val_loss: 0.0311969 | Time: 1645.1 ms
[2020-12-31 15:37:46 main:581] : INFO : Epoch 1836 | loss: 0.0310906 | val_loss: 0.0312003 | Time: 1661.87 ms
[2020-12-31 15:37:47 main:581] : INFO : Epoch 1837 | loss: 0.0310872 | val_loss: 0.0312063 | Time: 1650.18 ms
[2020-12-31 15:37:49 main:581] : INFO : Epoch 1838 | loss: 0.0310858 | val_loss: 0.0311964 | Time: 1647.64 ms
[2020-12-31 15:37:51 main:581] : INFO : Epoch 1839 | loss: 0.0310885 | val_loss: 0.0312064 | Time: 1647.36 ms
[2020-12-31 15:37:52 main:581] : INFO : Epoch 1840 | loss: 0.0310886 | val_loss: 0.0312032 | Time: 1655.62 ms
[2020-12-31 15:37:54 main:581] : INFO : Epoch 1841 | loss: 0.0310866 | val_loss: 0.0311921 | Time: 1648.87 ms
[2020-12-31 15:37:56 main:581] : INFO : Epoch 1842 | loss: 0.031084 | val_loss: 0.0311885 | Time: 1649.1 ms
[2020-12-31 15:37:57 main:581] : INFO : Epoch 1843 | loss: 0.0310813 | val_loss: 0.0312032 | Time: 1648.88 ms
[2020-12-31 15:37:59 main:581] : INFO : Epoch 1844 | loss: 0.0310817 | val_loss: 0.0312008 | Time: 1645.15 ms
[2020-12-31 15:38:01 main:581] : INFO : Epoch 1845 | loss: 0.031084 | val_loss: 0.0312016 | Time: 1649.5 ms
[2020-12-31 15:38:02 main:581] : INFO : Epoch 1846 | loss: 0.0310867 | val_loss: 0.0311979 | Time: 1647.57 ms
[2020-12-31 15:38:04 main:581] : INFO : Epoch 1847 | loss: 0.0310921 | val_loss: 0.0312017 | Time: 1648.34 ms
[2020-12-31 15:38:05 main:581] : INFO : Epoch 1848 | loss: 0.0310918 | val_loss: 0.0311985 | Time: 1649.45 ms
[2020-12-31 15:38:07 main:581] : INFO : Epoch 1849 | loss: 0.0310834 | val_loss: 0.0312093 | Time: 1649.44 ms
[2020-12-31 15:38:09 main:581] : INFO : Epoch 1850 | loss: 0.0310819 | val_loss: 0.0312009 | Time: 1649.91 ms
[2020-12-31 15:38:10 main:581] : INFO : Epoch 1851 | loss: 0.031084 | val_loss: 0.0311961 | Time: 1650.02 ms
[2020-12-31 15:38:12 main:581] : INFO : Epoch 1852 | loss: 0.0310761 | val_loss: 0.0312038 | Time: 1647.07 ms
[2020-12-31 15:38:14 main:581] : INFO : Epoch 1853 | loss: 0.0310779 | val_loss: 0.0312129 | Time: 1648.53 ms
[2020-12-31 15:38:15 main:581] : INFO : Epoch 1854 | loss: 0.0310791 | val_loss: 0.0311987 | Time: 1646.61 ms
[2020-12-31 15:38:17 main:581] : INFO : Epoch 1855 | loss: 0.0310796 | val_loss: 0.0312143 | Time: 1646.06 ms
[2020-12-31 15:38:19 main:581] : INFO : Epoch 1856 | loss: 0.0310771 | val_loss: 0.0311982 | Time: 1652.81 ms
[2020-12-31 15:38:20 main:581] : INFO : Epoch 1857 | loss: 0.0310837 | val_loss: 0.0312084 | Time: 1656.78 ms
[2020-12-31 15:38:22 main:581] : INFO : Epoch 1858 | loss: 0.0310812 | val_loss: 0.0312074 | Time: 1644.75 ms
[2020-12-31 15:38:24 main:581] : INFO : Epoch 1859 | loss: 0.0310797 | val_loss: 0.031206 | Time: 1646.91 ms
[2020-12-31 15:38:25 main:581] : INFO : Epoch 1860 | loss: 0.0310777 | val_loss: 0.0312027 | Time: 1649.79 ms
[2020-12-31 15:38:27 main:581] : INFO : Epoch 1861 | loss: 0.0310821 | val_loss: 0.0312046 | Time: 1647.25 ms
[2020-12-31 15:38:29 main:581] : INFO : Epoch 1862 | loss: 0.0310911 | val_loss: 0.0311962 | Time: 1648.36 ms
[2020-12-31 15:38:30 main:581] : INFO : Epoch 1863 | loss: 0.0310879 | val_loss: 0.0312052 | Time: 1648.22 ms
[2020-12-31 15:38:32 main:581] : INFO : Epoch 1864 | loss: 0.0310919 | val_loss: 0.0311871 | Time: 1647.86 ms
[2020-12-31 15:38:34 main:581] : INFO : Epoch 1865 | loss: 0.0311005 | val_loss: 0.0312055 | Time: 1647.22 ms
[2020-12-31 15:38:35 main:581] : INFO : Epoch 1866 | loss: 0.0310951 | val_loss: 0.0312005 | Time: 1646.96 ms
[2020-12-31 15:38:37 main:581] : INFO : Epoch 1867 | loss: 0.0310879 | val_loss: 0.0311929 | Time: 1646.44 ms
[2020-12-31 15:38:38 main:581] : INFO : Epoch 1868 | loss: 0.0310879 | val_loss: 0.0311992 | Time: 1648.18 ms
[2020-12-31 15:38:40 main:581] : INFO : Epoch 1869 | loss: 0.0310887 | val_loss: 0.0311922 | Time: 1645.43 ms
[2020-12-31 15:38:42 main:581] : INFO : Epoch 1870 | loss: 0.0310899 | val_loss: 0.0311904 | Time: 1647.19 ms
[2020-12-31 15:38:43 main:581] : INFO : Epoch 1871 | loss: 0.0310818 | val_loss: 0.0311943 | Time: 1648.87 ms
[2020-12-31 15:38:45 main:581] : INFO : Epoch 1872 | loss: 0.0310804 | val_loss: 0.0312063 | Time: 1644.23 ms
[2020-12-31 15:38:47 main:581] : INFO : Epoch 1873 | loss: 0.0310824 | val_loss: 0.0311979 | Time: 1648.09 ms
[2020-12-31 15:38:48 main:581] : INFO : Epoch 1874 | loss: 0.0310794 | val_loss: 0.0312027 | Time: 1648.48 ms
[2020-12-31 15:38:50 main:581] : INFO : Epoch 1875 | loss: 0.0310793 | val_loss: 0.0311962 | Time: 1645.94 ms
[2020-12-31 15:38:52 main:581] : INFO : Epoch 1876 | loss: 0.031084 | val_loss: 0.0312066 | Time: 1648.73 ms
[2020-12-31 15:38:53 main:581] : INFO : Epoch 1877 | loss: 0.0310851 | val_loss: 0.0311934 | Time: 1652.24 ms
[2020-12-31 15:38:55 main:581] : INFO : Epoch 1878 | loss: 0.0310769 | val_loss: 0.0312108 | Time: 1645.05 ms
[2020-12-31 15:38:57 main:581] : INFO : Epoch 1879 | loss: 0.0310754 | val_loss: 0.0312021 | Time: 1647.97 ms
[2020-12-31 15:38:58 main:581] : INFO : Epoch 1880 | loss: 0.0310758 | val_loss: 0.0312077 | Time: 1647.12 ms
[2020-12-31 15:39:00 main:581] : INFO : Epoch 1881 | loss: 0.0310791 | val_loss: 0.0311924 | Time: 1659.05 ms
[2020-12-31 15:39:02 main:581] : INFO : Epoch 1882 | loss: 0.0310813 | val_loss: 0.0312113 | Time: 1649.04 ms
[2020-12-31 15:39:03 main:581] : INFO : Epoch 1883 | loss: 0.0310799 | val_loss: 0.0311967 | Time: 1647.59 ms
[2020-12-31 15:39:05 main:581] : INFO : Epoch 1884 | loss: 0.031077 | val_loss: 0.0312025 | Time: 1647.02 ms
[2020-12-31 15:39:06 main:581] : INFO : Epoch 1885 | loss: 0.0310723 | val_loss: 0.0312077 | Time: 1646.89 ms
[2020-12-31 15:39:08 main:581] : INFO : Epoch 1886 | loss: 0.0310849 | val_loss: 0.0312507 | Time: 1646.47 ms
[2020-12-31 15:39:10 main:581] : INFO : Epoch 1887 | loss: 0.0311869 | val_loss: 0.0312117 | Time: 1648.14 ms
[2020-12-31 15:39:11 main:581] : INFO : Epoch 1888 | loss: 0.0311803 | val_loss: 0.0311869 | Time: 1647.82 ms
[2020-12-31 15:39:13 main:581] : INFO : Epoch 1889 | loss: 0.0311639 | val_loss: 0.0311776 | Time: 1648.32 ms
[2020-12-31 15:39:15 main:581] : INFO : Epoch 1890 | loss: 0.0311553 | val_loss: 0.0311733 | Time: 1646.75 ms
[2020-12-31 15:39:16 main:581] : INFO : Epoch 1891 | loss: 0.0311484 | val_loss: 0.0311717 | Time: 1646.38 ms
[2020-12-31 15:39:18 main:581] : INFO : Epoch 1892 | loss: 0.0311445 | val_loss: 0.0311755 | Time: 1646.97 ms
[2020-12-31 15:39:20 main:581] : INFO : Epoch 1893 | loss: 0.0311424 | val_loss: 0.0311709 | Time: 1645.69 ms
[2020-12-31 15:39:21 main:581] : INFO : Epoch 1894 | loss: 0.0311379 | val_loss: 0.0311697 | Time: 1648.82 ms
[2020-12-31 15:39:23 main:581] : INFO : Epoch 1895 | loss: 0.0311339 | val_loss: 0.0311728 | Time: 1648.94 ms
[2020-12-31 15:39:25 main:581] : INFO : Epoch 1896 | loss: 0.0311341 | val_loss: 0.0311747 | Time: 1647.05 ms
[2020-12-31 15:39:26 main:581] : INFO : Epoch 1897 | loss: 0.0311308 | val_loss: 0.0311703 | Time: 1649.09 ms
[2020-12-31 15:39:28 main:581] : INFO : Epoch 1898 | loss: 0.0311284 | val_loss: 0.0311702 | Time: 1652.57 ms
[2020-12-31 15:39:30 main:581] : INFO : Epoch 1899 | loss: 0.0311265 | val_loss: 0.0311744 | Time: 1646.88 ms
[2020-12-31 15:39:31 main:581] : INFO : Epoch 1900 | loss: 0.0311269 | val_loss: 0.0311734 | Time: 1647.48 ms
[2020-12-31 15:39:33 main:581] : INFO : Epoch 1901 | loss: 0.0311254 | val_loss: 0.0311691 | Time: 1648.08 ms
[2020-12-31 15:39:34 main:581] : INFO : Epoch 1902 | loss: 0.0311207 | val_loss: 0.0311787 | Time: 1649.6 ms
[2020-12-31 15:39:36 main:581] : INFO : Epoch 1903 | loss: 0.031121 | val_loss: 0.0311705 | Time: 1645.87 ms
[2020-12-31 15:39:38 main:581] : INFO : Epoch 1904 | loss: 0.0311181 | val_loss: 0.0311762 | Time: 1648.81 ms
[2020-12-31 15:39:39 main:581] : INFO : Epoch 1905 | loss: 0.0311171 | val_loss: 0.0311747 | Time: 1648.03 ms
[2020-12-31 15:39:41 main:581] : INFO : Epoch 1906 | loss: 0.0311194 | val_loss: 0.0311708 | Time: 1646.36 ms
[2020-12-31 15:39:43 main:581] : INFO : Epoch 1907 | loss: 0.0311173 | val_loss: 0.0311733 | Time: 1647.5 ms
[2020-12-31 15:39:44 main:581] : INFO : Epoch 1908 | loss: 0.0311135 | val_loss: 0.0311809 | Time: 1647.31 ms
[2020-12-31 15:39:46 main:581] : INFO : Epoch 1909 | loss: 0.0311173 | val_loss: 0.0311762 | Time: 1648.32 ms
[2020-12-31 15:39:48 main:581] : INFO : Epoch 1910 | loss: 0.0311183 | val_loss: 0.0311767 | Time: 1648.48 ms
[2020-12-31 15:39:49 main:581] : INFO : Epoch 1911 | loss: 0.0311148 | val_loss: 0.0311746 | Time: 1650.96 ms
[2020-12-31 15:39:51 main:581] : INFO : Epoch 1912 | loss: 0.0311134 | val_loss: 0.031176 | Time: 1645.41 ms
[2020-12-31 15:39:53 main:581] : INFO : Epoch 1913 | loss: 0.0311155 | val_loss: 0.0311749 | Time: 1647.89 ms
[2020-12-31 15:39:54 main:581] : INFO : Epoch 1914 | loss: 0.0311178 | val_loss: 0.031181 | Time: 1645.64 ms
[2020-12-31 15:39:56 main:581] : INFO : Epoch 1915 | loss: 0.0311202 | val_loss: 0.0311794 | Time: 1647 ms
[2020-12-31 15:39:58 main:581] : INFO : Epoch 1916 | loss: 0.0311175 | val_loss: 0.0311784 | Time: 1650.69 ms
[2020-12-31 15:39:59 main:581] : INFO : Epoch 1917 | loss: 0.031118 | val_loss: 0.0311822 | Time: 1644.86 ms
[2020-12-31 15:40:01 main:581] : INFO : Epoch 1918 | loss: 0.031112 | val_loss: 0.0311775 | Time: 1647.69 ms
[2020-12-31 15:40:02 main:581] : INFO : Epoch 1919 | loss: 0.0311097 | val_loss: 0.031185 | Time: 1647.25 ms
[2020-12-31 15:40:04 main:581] : INFO : Epoch 1920 | loss: 0.0311121 | val_loss: 0.0311815 | Time: 1649.04 ms
[2020-12-31 15:40:06 main:581] : INFO : Epoch 1921 | loss: 0.0311119 | val_loss: 0.0311789 | Time: 1648.33 ms
[2020-12-31 15:40:07 main:581] : INFO : Epoch 1922 | loss: 0.0311105 | val_loss: 0.0311768 | Time: 1647.77 ms
[2020-12-31 15:40:09 main:581] : INFO : Epoch 1923 | loss: 0.0311127 | val_loss: 0.0311824 | Time: 1648.2 ms
[2020-12-31 15:40:11 main:581] : INFO : Epoch 1924 | loss: 0.0311112 | val_loss: 0.0311769 | Time: 1650.53 ms
[2020-12-31 15:40:12 main:581] : INFO : Epoch 1925 | loss: 0.0311136 | val_loss: 0.0311785 | Time: 1647.66 ms
[2020-12-31 15:40:14 main:581] : INFO : Epoch 1926 | loss: 0.031109 | val_loss: 0.031188 | Time: 1643.95 ms
[2020-12-31 15:40:16 main:581] : INFO : Epoch 1927 | loss: 0.0311059 | val_loss: 0.0311842 | Time: 1647.54 ms
[2020-12-31 15:40:17 main:581] : INFO : Epoch 1928 | loss: 0.03111 | val_loss: 0.0311845 | Time: 1646.9 ms
[2020-12-31 15:40:19 main:581] : INFO : Epoch 1929 | loss: 0.0311136 | val_loss: 0.0311864 | Time: 1645.37 ms
[2020-12-31 15:40:21 main:581] : INFO : Epoch 1930 | loss: 0.0311108 | val_loss: 0.0311794 | Time: 1648.75 ms
[2020-12-31 15:40:22 main:581] : INFO : Epoch 1931 | loss: 0.0311083 | val_loss: 0.0311888 | Time: 1652.05 ms
[2020-12-31 15:40:24 main:581] : INFO : Epoch 1932 | loss: 0.0311089 | val_loss: 0.0311862 | Time: 1646.25 ms
[2020-12-31 15:40:26 main:581] : INFO : Epoch 1933 | loss: 0.0311077 | val_loss: 0.03119 | Time: 1647.93 ms
[2020-12-31 15:40:27 main:581] : INFO : Epoch 1934 | loss: 0.0311084 | val_loss: 0.0311837 | Time: 1647.4 ms
[2020-12-31 15:40:29 main:581] : INFO : Epoch 1935 | loss: 0.0311063 | val_loss: 0.0311846 | Time: 1664.05 ms
[2020-12-31 15:40:31 main:581] : INFO : Epoch 1936 | loss: 0.0311036 | val_loss: 0.0311815 | Time: 1648.67 ms
[2020-12-31 15:40:32 main:581] : INFO : Epoch 1937 | loss: 0.0311039 | val_loss: 0.0311824 | Time: 1650.72 ms
[2020-12-31 15:40:34 main:581] : INFO : Epoch 1938 | loss: 0.0311043 | val_loss: 0.0311833 | Time: 1644.89 ms
[2020-12-31 15:40:35 main:581] : INFO : Epoch 1939 | loss: 0.0311083 | val_loss: 0.0311831 | Time: 1648.49 ms
[2020-12-31 15:40:37 main:581] : INFO : Epoch 1940 | loss: 0.031108 | val_loss: 0.0311825 | Time: 1647.32 ms
[2020-12-31 15:40:39 main:581] : INFO : Epoch 1941 | loss: 0.0311093 | val_loss: 0.0311854 | Time: 1648.53 ms
[2020-12-31 15:40:40 main:581] : INFO : Epoch 1942 | loss: 0.0311141 | val_loss: 0.0311873 | Time: 1646.37 ms
[2020-12-31 15:40:42 main:581] : INFO : Epoch 1943 | loss: 0.0311111 | val_loss: 0.0311892 | Time: 1647.47 ms
[2020-12-31 15:40:44 main:581] : INFO : Epoch 1944 | loss: 0.0311098 | val_loss: 0.0311781 | Time: 1647.79 ms
[2020-12-31 15:40:45 main:581] : INFO : Epoch 1945 | loss: 0.0311072 | val_loss: 0.0311845 | Time: 1647.24 ms
[2020-12-31 15:40:47 main:581] : INFO : Epoch 1946 | loss: 0.0311066 | val_loss: 0.0311934 | Time: 1647.88 ms
[2020-12-31 15:40:49 main:581] : INFO : Epoch 1947 | loss: 0.0311071 | val_loss: 0.0311838 | Time: 1663.76 ms
[2020-12-31 15:40:50 main:581] : INFO : Epoch 1948 | loss: 0.0311105 | val_loss: 0.031185 | Time: 1647.91 ms
[2020-12-31 15:40:52 main:581] : INFO : Epoch 1949 | loss: 0.0311079 | val_loss: 0.0311891 | Time: 1648.63 ms
[2020-12-31 15:40:54 main:581] : INFO : Epoch 1950 | loss: 0.031101 | val_loss: 0.0311926 | Time: 1648.47 ms
[2020-12-31 15:40:55 main:581] : INFO : Epoch 1951 | loss: 0.0311012 | val_loss: 0.0311832 | Time: 1650.99 ms
[2020-12-31 15:40:57 main:581] : INFO : Epoch 1952 | loss: 0.0311022 | val_loss: 0.0311819 | Time: 1648.74 ms
[2020-12-31 15:40:59 main:581] : INFO : Epoch 1953 | loss: 0.0311035 | val_loss: 0.0311848 | Time: 1647.95 ms
[2020-12-31 15:41:00 main:581] : INFO : Epoch 1954 | loss: 0.0311045 | val_loss: 0.0311903 | Time: 1647.49 ms
[2020-12-31 15:41:02 main:581] : INFO : Epoch 1955 | loss: 0.0311024 | val_loss: 0.0311842 | Time: 1664.07 ms
[2020-12-31 15:41:04 main:581] : INFO : Epoch 1956 | loss: 0.0311018 | val_loss: 0.031194 | Time: 1644.03 ms
[2020-12-31 15:41:05 main:581] : INFO : Epoch 1957 | loss: 0.0310966 | val_loss: 0.0311869 | Time: 1646.77 ms
[2020-12-31 15:41:07 main:581] : INFO : Epoch 1958 | loss: 0.0310936 | val_loss: 0.0311904 | Time: 1650.23 ms
[2020-12-31 15:41:08 main:581] : INFO : Epoch 1959 | loss: 0.0310988 | val_loss: 0.0311892 | Time: 1647.26 ms
[2020-12-31 15:41:10 main:581] : INFO : Epoch 1960 | loss: 0.0311014 | val_loss: 0.0311843 | Time: 1648.07 ms
[2020-12-31 15:41:12 main:581] : INFO : Epoch 1961 | loss: 0.0311021 | val_loss: 0.0311964 | Time: 1648.15 ms
[2020-12-31 15:41:13 main:581] : INFO : Epoch 1962 | loss: 0.0310992 | val_loss: 0.0311944 | Time: 1648 ms
[2020-12-31 15:41:15 main:581] : INFO : Epoch 1963 | loss: 0.0310997 | val_loss: 0.0311926 | Time: 1645.46 ms
[2020-12-31 15:41:17 main:581] : INFO : Epoch 1964 | loss: 0.0311045 | val_loss: 0.0311867 | Time: 1645.44 ms
[2020-12-31 15:41:18 main:581] : INFO : Epoch 1965 | loss: 0.0311004 | val_loss: 0.0311818 | Time: 1645.76 ms
[2020-12-31 15:41:20 main:581] : INFO : Epoch 1966 | loss: 0.0311091 | val_loss: 0.031184 | Time: 1647.65 ms
[2020-12-31 15:41:22 main:581] : INFO : Epoch 1967 | loss: 0.0311037 | val_loss: 0.0311874 | Time: 1649.25 ms
[2020-12-31 15:41:23 main:581] : INFO : Epoch 1968 | loss: 0.0311099 | val_loss: 0.031189 | Time: 1649.94 ms
[2020-12-31 15:41:25 main:581] : INFO : Epoch 1969 | loss: 0.0311139 | val_loss: 0.0311768 | Time: 1647.18 ms
[2020-12-31 15:41:27 main:581] : INFO : Epoch 1970 | loss: 0.0311094 | val_loss: 0.0311903 | Time: 1644.92 ms
[2020-12-31 15:41:28 main:581] : INFO : Epoch 1971 | loss: 0.0311032 | val_loss: 0.03119 | Time: 1650.09 ms
[2020-12-31 15:41:30 main:581] : INFO : Epoch 1972 | loss: 0.0311041 | val_loss: 0.0311952 | Time: 1646.8 ms
[2020-12-31 15:41:32 main:581] : INFO : Epoch 1973 | loss: 0.0311036 | val_loss: 0.0311859 | Time: 1648.89 ms
[2020-12-31 15:41:33 main:581] : INFO : Epoch 1974 | loss: 0.0311075 | val_loss: 0.0311856 | Time: 1645.39 ms
[2020-12-31 15:41:35 main:581] : INFO : Epoch 1975 | loss: 0.0311145 | val_loss: 0.0311842 | Time: 1647.87 ms
[2020-12-31 15:41:36 main:581] : INFO : Epoch 1976 | loss: 0.0311061 | val_loss: 0.0311893 | Time: 1645.86 ms
[2020-12-31 15:41:38 main:581] : INFO : Epoch 1977 | loss: 0.0311035 | val_loss: 0.0311841 | Time: 1646.29 ms
[2020-12-31 15:41:40 main:581] : INFO : Epoch 1978 | loss: 0.0311058 | val_loss: 0.0311866 | Time: 1649 ms
[2020-12-31 15:41:41 main:581] : INFO : Epoch 1979 | loss: 0.0311234 | val_loss: 0.0311816 | Time: 1648.68 ms
[2020-12-31 15:41:43 main:581] : INFO : Epoch 1980 | loss: 0.031117 | val_loss: 0.0311849 | Time: 1645.55 ms
[2020-12-31 15:41:45 main:581] : INFO : Epoch 1981 | loss: 0.0311125 | val_loss: 0.0311925 | Time: 1646.97 ms
[2020-12-31 15:41:46 main:581] : INFO : Epoch 1982 | loss: 0.0311082 | val_loss: 0.0311916 | Time: 1647.17 ms
[2020-12-31 15:41:48 main:581] : INFO : Epoch 1983 | loss: 0.0310982 | val_loss: 0.0311864 | Time: 1647.57 ms
[2020-12-31 15:41:50 main:581] : INFO : Epoch 1984 | loss: 0.0311 | val_loss: 0.0311953 | Time: 1663.75 ms
[2020-12-31 15:41:51 main:581] : INFO : Epoch 1985 | loss: 0.0311065 | val_loss: 0.03119 | Time: 1647.7 ms
[2020-12-31 15:41:53 main:581] : INFO : Epoch 1986 | loss: 0.0311018 | val_loss: 0.0311907 | Time: 1649.08 ms
[2020-12-31 15:41:55 main:581] : INFO : Epoch 1987 | loss: 0.0310977 | val_loss: 0.031194 | Time: 1646.49 ms
[2020-12-31 15:41:56 main:581] : INFO : Epoch 1988 | loss: 0.0310978 | val_loss: 0.0311959 | Time: 1656.32 ms
[2020-12-31 15:41:58 main:581] : INFO : Epoch 1989 | loss: 0.0310959 | val_loss: 0.0311904 | Time: 1648.16 ms
[2020-12-31 15:42:00 main:581] : INFO : Epoch 1990 | loss: 0.0311008 | val_loss: 0.0312004 | Time: 1646.49 ms
[2020-12-31 15:42:01 main:581] : INFO : Epoch 1991 | loss: 0.0311 | val_loss: 0.0311994 | Time: 1649.02 ms
[2020-12-31 15:42:03 main:581] : INFO : Epoch 1992 | loss: 0.0310994 | val_loss: 0.0311967 | Time: 1667.48 ms
[2020-12-31 15:42:05 main:581] : INFO : Epoch 1993 | loss: 0.0311004 | val_loss: 0.0311928 | Time: 1650.8 ms
[2020-12-31 15:42:06 main:581] : INFO : Epoch 1994 | loss: 0.0310969 | val_loss: 0.0311911 | Time: 1648.67 ms
[2020-12-31 15:42:08 main:581] : INFO : Epoch 1995 | loss: 0.0310935 | val_loss: 0.0311897 | Time: 1647.29 ms
[2020-12-31 15:42:09 main:581] : INFO : Epoch 1996 | loss: 0.0310925 | val_loss: 0.0311902 | Time: 1648.98 ms
[2020-12-31 15:42:11 main:581] : INFO : Epoch 1997 | loss: 0.0310936 | val_loss: 0.031194 | Time: 1646.38 ms
[2020-12-31 15:42:13 main:581] : INFO : Epoch 1998 | loss: 0.0311002 | val_loss: 0.0311913 | Time: 1643.37 ms
[2020-12-31 15:42:14 main:581] : INFO : Epoch 1999 | loss: 0.0310922 | val_loss: 0.0311949 | Time: 1644.43 ms
[2020-12-31 15:42:16 main:581] : INFO : Epoch 2000 | loss: 0.0310924 | val_loss: 0.0311926 | Time: 1647.93 ms
[2020-12-31 15:42:18 main:581] : INFO : Epoch 2001 | loss: 0.0310965 | val_loss: 0.0311958 | Time: 1646.53 ms
[2020-12-31 15:42:19 main:581] : INFO : Epoch 2002 | loss: 0.031101 | val_loss: 0.0311847 | Time: 1647.95 ms
[2020-12-31 15:42:21 main:581] : INFO : Epoch 2003 | loss: 0.0311032 | val_loss: 0.0311879 | Time: 1646.9 ms
[2020-12-31 15:42:23 main:581] : INFO : Epoch 2004 | loss: 0.0310969 | val_loss: 0.0311933 | Time: 1661.95 ms
[2020-12-31 15:42:24 main:581] : INFO : Epoch 2005 | loss: 0.0310953 | val_loss: 0.0311901 | Time: 1646.47 ms
[2020-12-31 15:42:26 main:581] : INFO : Epoch 2006 | loss: 0.0310936 | val_loss: 0.0311946 | Time: 1648.38 ms
[2020-12-31 15:42:28 main:581] : INFO : Epoch 2007 | loss: 0.0310948 | val_loss: 0.0311897 | Time: 1648.82 ms
[2020-12-31 15:42:29 main:581] : INFO : Epoch 2008 | loss: 0.0310935 | val_loss: 0.0311995 | Time: 1651.28 ms
[2020-12-31 15:42:31 main:581] : INFO : Epoch 2009 | loss: 0.0310971 | val_loss: 0.031193 | Time: 1648.12 ms
[2020-12-31 15:42:33 main:581] : INFO : Epoch 2010 | loss: 0.0310976 | val_loss: 0.031192 | Time: 1646.12 ms
[2020-12-31 15:42:34 main:581] : INFO : Epoch 2011 | loss: 0.0311054 | val_loss: 0.0311853 | Time: 1647.14 ms
[2020-12-31 15:42:36 main:581] : INFO : Epoch 2012 | loss: 0.0311036 | val_loss: 0.0311835 | Time: 1661.12 ms
[2020-12-31 15:42:38 main:581] : INFO : Epoch 2013 | loss: 0.0311005 | val_loss: 0.0311869 | Time: 1646.72 ms
[2020-12-31 15:42:39 main:581] : INFO : Epoch 2014 | loss: 0.0311026 | val_loss: 0.0311936 | Time: 1648.61 ms
[2020-12-31 15:42:41 main:581] : INFO : Epoch 2015 | loss: 0.0310935 | val_loss: 0.0311919 | Time: 1647.24 ms
[2020-12-31 15:42:42 main:581] : INFO : Epoch 2016 | loss: 0.0310959 | val_loss: 0.0311902 | Time: 1649.3 ms
[2020-12-31 15:42:44 main:581] : INFO : Epoch 2017 | loss: 0.0310965 | val_loss: 0.0312087 | Time: 1648.9 ms
[2020-12-31 15:42:46 main:581] : INFO : Epoch 2018 | loss: 0.0311063 | val_loss: 0.0311935 | Time: 1648.17 ms
[2020-12-31 15:42:47 main:581] : INFO : Epoch 2019 | loss: 0.0311393 | val_loss: 0.0312833 | Time: 1645.31 ms
[2020-12-31 15:42:49 main:581] : INFO : Epoch 2020 | loss: 0.0368034 | val_loss: 0.0325741 | Time: 1645.75 ms
[2020-12-31 15:42:51 main:581] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1645.33 ms
[2020-12-31 15:42:52 main:581] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1644.87 ms
[2020-12-31 15:42:54 main:581] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1647.21 ms
[2020-12-31 15:42:56 main:581] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1647.01 ms
[2020-12-31 15:42:57 main:581] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1647.27 ms
[2020-12-31 15:42:59 main:581] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1647.35 ms
[2020-12-31 15:43:01 main:581] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1648.65 ms
[2020-12-31 15:43:02 main:581] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1649.64 ms
[2020-12-31 15:43:04 main:581] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1617.04 ms
[2020-12-31 15:43:06 main:581] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1661.99 ms
[2020-12-31 15:43:07 main:581] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1657.71 ms
[2020-12-31 15:43:09 main:581] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1662.59 ms
[2020-12-31 15:43:10 main:581] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1654.7 ms
[2020-12-31 15:43:12 main:581] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1646.2 ms
[2020-12-31 15:43:14 main:581] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1649.05 ms
[2020-12-31 15:43:15 main:581] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1648.28 ms
[2020-12-31 15:43:17 main:581] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1645.78 ms
[2020-12-31 15:43:19 main:581] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1647.1 ms
[2020-12-31 15:43:20 main:581] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1648.41 ms
[2020-12-31 15:43:22 main:581] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1644.84 ms
SIGSEGV: segmentation violation
Stack trace (45 frames):
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x5618e134af9c]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7fe1ecadd3c0]
/lib/x86_64-linux-gnu/libc.so.6(+0x499f6)[0x7fe16e4069f6]
/lib/x86_64-linux-gnu/libc.so.6(on_exit+0x0)[0x7fe16e406be0]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x5618e1346b25]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x5618e1346bee]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7fe1ecadd3c0]
/lib/x86_64-linux-gnu/libc.so.6(__sched_yield+0xb)[0x7fe16e4c289b]
/lib/x86_64-linux-gnu/libcuda.so.1(+0x18e0b1)[0x7fe150bef0b1]
/lib/x86_64-linux-gnu/libcuda.so.1(+0x3e6bb4)[0x7fe150e47bb4]
/lib/x86_64-linux-gnu/libcuda.so.1(+0x3e6dd7)[0x7fe150e47dd7]
/lib/x86_64-linux-gnu/libcuda.so.1(+0x1d9584)[0x7fe150c3a584]
/lib/x86_64-linux-gnu/libcuda.so.1(+0x3c7fd2)[0x7fe150e28fd2]
/lib/x86_64-linux-gnu/libcuda.so.1(+0x179dbd)[0x7fe150bdadbd]
/lib/x86_64-linux-gnu/libcuda.so.1(+0x17b819)[0x7fe150bdc819]
/lib/x86_64-linux-gnu/libcuda.so.1(cuLaunchKernel+0x83)[0x7fe150c46953]
./libcudnn_adv_infer.so.8(+0x33277b)[0x7fe0eefb577b]
./libcudnn_adv_infer.so.8(+0x3784d6)[0x7fe0eeffb4d6]
./libcudnn_adv_infer.so.8(+0x59238)[0x7fe0eecdc238]
./libcudnn_adv_infer.so.8(+0x79dce)[0x7fe0eecfcdce]
./libcudnn_adv_infer.so.8(+0xe89f)[0x7fe0eec9189f]
./libcudnn_adv_infer.so.8(_Z18RNN_forwardGenericP12cudnnContextP14cudnnRNNStructiPKP17cudnnTensorStructPKvS4_S8_S4_S8_P17cudnnFilterStructS8_S6_PvS4_SB_S4_SB_SB_mSB_m18cudnnForwardMode_t+0x5d7)[0x7fe0eecd58c7]
./libcudnn_adv_train.so.8(cudnnRNNForwardTraining+0x20e)[0x7fe0da61661e]
./libtorch_cuda.so(_ZN2at6native10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS1_EElS3_S3_S3_lllbdbbNS5_IlEES3_+0x2214)[0x7fe16f1f5a64]
./libtorch_cuda.so(+0x85face)[0x7fe16f23face]
./libtorch_cuda.so(+0x895988)[0x7fe16f275988]
./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fe1e77ae51c]
./libtorch_cpu.so(+0x21cf2d4)[0x7fe1e8b782d4]
./libtorch_cpu.so(+0x21edb28)[0x7fe1e8b96b28]
./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fe1e77ae51c]
./libtorch_cuda.so(+0x80f0fd)[0x7fe16f1ef0fd]
./libtorch_cuda.so(+0x80fb0a)[0x7fe16f1efb0a]
./libtorch_cpu.so(+0x97fe93)[0x7fe1e7328e93]
./libtorch_cpu.so(_ZN2at6native3gruERKNS_6TensorES3_N3c108ArrayRefIS1_EEbldbbb+0xea)[0x7fe1e730c9ba]
./libtorch_cpu.so(+0xeb0a96)[0x7fe1e7859a96]
./libtorch_cpu.so(+0x22e3c92)[0x7fe1e8c8cc92]
./libtorch_cpu.so(+0xedd579)[0x7fe1e7886579]
./libtorch_cpu.so(_ZN2at3gruERKNS_6TensorES2_N3c108ArrayRefIS0_EEbldbbb+0x1b1)[0x7fe1e778bee1]
./libtorch_cpu.so(_ZN5torch2nn7GRUImpl14forward_helperERKN2at6TensorES5_S5_lS3_+0x43a)[0x7fe1e96f54ca]
./libtorch_cpu.so(_ZN5torch2nn7GRUImpl7forwardERKN2at6TensorES3_+0xb0)[0x7fe1e96f5630]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x92fa8)[0x5618e105ffa8]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a0e6)[0x5618e10670e6]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x5618e1057d10]
/lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xf3)[0x7fe16e3e40b3]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x5618e105375a]
Exiting...
DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 --maxepoch 2048
nthreads: 1 gpudev: 0
Re-exec()-ing to set environment correctly
Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce GTX 1060 3GB)
[2020-12-31 16:23:58 main:442] : INFO : Set logging level to 1
[2020-12-31 16:23:58 main:448] : INFO : Running in BOINC Client mode
[2020-12-31 16:23:58 main:451] : INFO : Resolving all filenames
[2020-12-31 16:23:58 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2020-12-31 16:23:58 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609262967-12360-0_0_r2146975865_1 (exists = 1)
[2020-12-31 16:23:58 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1609262967-12360-0_0_r2146975865_0 (exists = 0)
[2020-12-31 16:23:58 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0)
[2020-12-31 16:23:58 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2020-12-31 16:23:58 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2020-12-31 16:23:58 main:481] : INFO : Configuration:
[2020-12-31 16:23:58 main:482] : INFO : Model type: GRU
[2020-12-31 16:23:58 main:483] : INFO : Validation Loss Threshold: 0.0001
[2020-12-31 16:23:58 main:484] : INFO : Max Epochs: 2048
[2020-12-31 16:23:58 main:485] : INFO : Batch Size: 128
[2020-12-31 16:23:58 main:486] : INFO : Learning Rate: 0.01
[2020-12-31 16:23:58 main:487] : INFO : Patience: 10
[2020-12-31 16:23:58 main:488] : INFO : Hidden Width: 12
[2020-12-31 16:23:58 main:489] : INFO : # Recurrent Layers: 4
[2020-12-31 16:23:58 main:490] : INFO : # Backend Layers: 4
[2020-12-31 16:23:58 main:491] : INFO : # Threads: 1
[2020-12-31 16:23:58 main:493] : INFO : Preparing Dataset
[2020-12-31 16:23:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-12-31 16:23:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-12-31 16:24:00 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2020-12-31 16:24:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-12-31 16:24:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-12-31 16:24:00 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2020-12-31 16:24:00 main:501] : INFO : Creating Model
[2020-12-31 16:24:00 main:514] : INFO : Preparing config file
[2020-12-31 16:24:00 main:518] : INFO : Found checkpoint, attempting to load...
[2020-12-31 16:24:00 main:519] : INFO : Loading config
[2020-12-31 16:24:00 main:521] : INFO : Loading state
[2020-12-31 16:24:00 main:566] : INFO : Loading DataLoader into Memory
[2020-12-31 16:24:00 main:569] : INFO : Starting Training
[2020-12-31 16:24:02 main:581] : INFO : Epoch 2009 | loss: 0.0311404 | val_loss: 0.0311954 | Time: 1877.11 ms
[2020-12-31 16:24:04 main:581] : INFO : Epoch 2010 | loss: 0.0311061 | val_loss: 0.0311899 | Time: 1705.3 ms
[2020-12-31 16:24:05 main:581] : INFO : Epoch 2011 | loss: 0.0311 | val_loss: 0.0311854 | Time: 1707.24 ms
[2020-12-31 16:24:07 main:581] : INFO : Epoch 2012 | loss: 0.0311009 | val_loss: 0.0311942 | Time: 1795.07 ms
[2020-12-31 16:24:09 main:581] : INFO : Epoch 2013 | loss: 0.0310973 | val_loss: 0.031196 | Time: 1777.11 ms
[2020-12-31 16:24:11 main:581] : INFO : Epoch 2014 | loss: 0.0311 | val_loss: 0.031188 | Time: 1710.49 ms
[2020-12-31 16:24:12 main:581] : INFO : Epoch 2015 | loss: 0.0311032 | val_loss: 0.0311917 | Time: 1677.44 ms
[2020-12-31 16:24:14 main:581] : INFO : Epoch 2016 | loss: 0.0311033 | val_loss: 0.031189 | Time: 1667.04 ms
[2020-12-31 16:24:16 main:581] : INFO : Epoch 2017 | loss: 0.0310985 | val_loss: 0.0311898 | Time: 1680.68 ms
[2020-12-31 16:24:17 main:581] : INFO : Epoch 2018 | loss: 0.0310935 | val_loss: 0.0311897 | Time: 1684.32 ms
[2020-12-31 16:24:19 main:581] : INFO : Epoch 2019 | loss: 0.0310933 | val_loss: 0.0311917 | Time: 1692.26 ms
[2020-12-31 16:24:21 main:581] : INFO : Epoch 2020 | loss: 0.0310936 | val_loss: 0.0311986 | Time: 1670.31 ms
[2020-12-31 16:24:22 main:581] : INFO : Epoch 2021 | loss: 0.0310938 | val_loss: 0.0312068 | Time: 1658.6 ms
[2020-12-31 16:24:24 main:581] : INFO : Epoch 2022 | loss: 0.0310922 | val_loss: 0.0311949 | Time: 1662.07 ms
[2020-12-31 16:24:26 main:581] : INFO : Epoch 2023 | loss: 0.0310952 | val_loss: 0.0311935 | Time: 1660.94 ms
[2020-12-31 16:24:27 main:581] : INFO : Epoch 2024 | loss: 0.0310928 | val_loss: 0.031197 | Time: 1658.65 ms
[2020-12-31 16:24:29 main:581] : INFO : Epoch 2025 | loss: 0.0310915 | val_loss: 0.0311999 | Time: 1659.85 ms
[2020-12-31 16:24:31 main:581] : INFO : Epoch 2026 | loss: 0.0310887 | val_loss: 0.0312037 | Time: 1657.99 ms
[2020-12-31 16:24:32 main:581] : INFO : Epoch 2027 | loss: 0.0310887 | val_loss: 0.0311968 | Time: 1665.45 ms
[2020-12-31 16:24:34 main:581] : INFO : Epoch 2028 | loss: 0.031087 | val_loss: 0.031191 | Time: 1703.46 ms
[2020-12-31 16:24:36 main:581] : INFO : Epoch 2029 | loss: 0.031094 | val_loss: 0.0311968 | Time: 1659.57 ms
[2020-12-31 16:24:37 main:581] : INFO : Epoch 2030 | loss: 0.0311114 | val_loss: 0.0311828 | Time: 1673.66 ms
[2020-12-31 16:24:39 main:581] : INFO : Epoch 2031 | loss: 0.0311011 | val_loss: 0.0311879 | Time: 1688.22 ms
[2020-12-31 16:24:41 main:581] : INFO : Epoch 2032 | loss: 0.0310932 | val_loss: 0.0311986 | Time: 1662.99 ms
[2020-12-31 16:24:42 main:581] : INFO : Epoch 2033 | loss: 0.031093 | val_loss: 0.031207 | Time: 1660.62 ms
[2020-12-31 16:24:44 main:581] : INFO : Epoch 2034 | loss: 0.031095 | val_loss: 0.0311923 | Time: 1675.31 ms
[2020-12-31 16:24:46 main:581] : INFO : Epoch 2035 | loss: 0.0310967 | val_loss: 0.0311977 | Time: 1661.56 ms
[2020-12-31 16:24:47 main:581] : INFO : Epoch 2036 | loss: 0.0310964 | val_loss: 0.0311891 | Time: 1659.71 ms
[2020-12-31 16:24:49 main:581] : INFO : Epoch 2037 | loss: 0.0310899 | val_loss: 0.0311936 | Time: 1665.09 ms
[2020-12-31 16:24:51 main:581] : INFO : Epoch 2038 | loss: 0.0310922 | val_loss: 0.0311874 | Time: 1662.78 ms
[2020-12-31 16:24:52 main:581] : INFO : Epoch 2039 | loss: 0.0310896 | val_loss: 0.0311921 | Time: 1660 ms
[2020-12-31 16:24:54 main:581] : INFO : Epoch 2040 | loss: 0.0311132 | val_loss: 0.0311859 | Time: 1672.39 ms
[2020-12-31 16:24:56 main:581] : INFO : Epoch 2041 | loss: 0.0311097 | val_loss: 0.0311912 | Time: 1660.66 ms
[2020-12-31 16:24:57 main:581] : INFO : Epoch 2042 | loss: 0.0311092 | val_loss: 0.0311954 | Time: 1661.99 ms
[2020-12-31 16:24:59 main:581] : INFO : Epoch 2043 | loss: 0.0311047 | val_loss: 0.0311901 | Time: 1670.12 ms
[2020-12-31 16:25:01 main:581] : INFO : Epoch 2044 | loss: 0.0311021 | val_loss: 0.0311878 | Time: 1662.31 ms
[2020-12-31 16:25:02 main:581] : INFO : Epoch 2045 | loss: 0.031102 | val_loss: 0.0311859 | Time: 1661.53 ms
[2020-12-31 16:25:04 main:581] : INFO : Epoch 2046 | loss: 0.0311001 | val_loss: 0.0311875 | Time: 1664.77 ms
[2020-12-31 16:25:06 main:581] : INFO : Epoch 2047 | loss: 0.0311049 | val_loss: 0.031189 | Time: 1661.5 ms
[2020-12-31 16:25:07 main:581] : INFO : Epoch 2048 | loss: 0.0310998 | val_loss: 0.0311878 | Time: 1659.88 ms
[2020-12-31 16:25:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311878
[2020-12-31 16:25:07 main:610] : INFO : Saving end state to config to file
[2020-12-31 16:25:07 main:615] : INFO : Success, exiting..
16:25:07 (3851037): 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)