Task 5784585
| Name | ParityMachine-1625432911-12664-2_0 |
| Workunit | 3613945 |
| Created | 11 Jul 2021, 14:54:33 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 21 Jul 2021, 6:13:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 11 min 34 sec |
| CPU time | 1 hours 11 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.56 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> s: 0.0310982 | val_loss: 0.0312081 | Time: 2204.03 ms [2021-07-21 05:35:42 main:581] : INFO : Epoch 1594 | loss: 0.0310972 | val_loss: 0.0312159 | Time: 2099.59 ms [2021-07-21 05:35:45 main:581] : INFO : Epoch 1595 | loss: 0.031099 | val_loss: 0.0312123 | Time: 2242.84 ms [2021-07-21 05:35:46 main:581] : INFO : Epoch 1596 | loss: 0.0311 | val_loss: 0.0312124 | Time: 1830.86 ms [2021-07-21 05:35:48 main:581] : INFO : Epoch 1597 | loss: 0.0311014 | val_loss: 0.0312065 | Time: 1626.15 ms [2021-07-21 05:35:50 main:581] : INFO : Epoch 1598 | loss: 0.0310965 | val_loss: 0.0312076 | Time: 1629.52 ms [2021-07-21 05:35:51 main:581] : INFO : Epoch 1599 | loss: 0.0311079 | val_loss: 0.0311936 | Time: 1624.88 ms [2021-07-21 05:35:53 main:581] : INFO : Epoch 1600 | loss: 0.0311128 | val_loss: 0.0312134 | Time: 1633.95 ms [2021-07-21 05:35:54 main:581] : INFO : Epoch 1601 | loss: 0.0311059 | val_loss: 0.0312041 | Time: 1553.12 ms [2021-07-21 05:35:56 main:581] : INFO : Epoch 1602 | loss: 0.0311111 | val_loss: 0.0311921 | Time: 1586.75 ms [2021-07-21 05:35:58 main:581] : INFO : Epoch 1603 | loss: 0.031106 | val_loss: 0.0311886 | Time: 1757.1 ms [2021-07-21 05:36:00 main:581] : INFO : Epoch 1604 | loss: 0.0311015 | val_loss: 0.0312043 | Time: 1979.31 ms [2021-07-21 05:36:01 main:581] : INFO : Epoch 1605 | loss: 0.0310979 | val_loss: 0.0312037 | Time: 1659.55 ms [2021-07-21 05:36:03 main:581] : INFO : Epoch 1606 | loss: 0.0310943 | val_loss: 0.031209 | Time: 1585.88 ms [2021-07-21 05:36:05 main:581] : INFO : Epoch 1607 | loss: 0.031095 | val_loss: 0.031208 | Time: 1868.79 ms [2021-07-21 05:36:07 main:581] : INFO : Epoch 1608 | loss: 0.0310973 | val_loss: 0.0312014 | Time: 2034.5 ms [2021-07-21 05:36:09 main:581] : INFO : Epoch 1609 | loss: 0.0310984 | val_loss: 0.0312066 | Time: 2047.88 ms [2021-07-21 05:36:11 main:581] : INFO : Epoch 1610 | loss: 0.0310974 | val_loss: 0.0312072 | Time: 2089.22 ms [2021-07-21 05:36:13 main:581] : INFO : Epoch 1611 | loss: 0.0310966 | val_loss: 0.0311999 | Time: 2121.78 ms [2021-07-21 05:36:15 main:581] : INFO : Epoch 1612 | loss: 0.0310989 | val_loss: 0.0311937 | Time: 2141.81 ms [2021-07-21 05:36:17 main:581] : INFO : Epoch 1613 | loss: 0.0311025 | val_loss: 0.0312167 | Time: 2131.43 ms [2021-07-21 05:36:20 main:581] : INFO : Epoch 1614 | loss: 0.0311 | val_loss: 0.0311965 | Time: 2081.57 ms [2021-07-21 05:36:22 main:581] : INFO : Epoch 1615 | loss: 0.0311008 | val_loss: 0.0312055 | Time: 2110.26 ms [2021-07-21 05:36:24 main:581] : INFO : Epoch 1616 | loss: 0.0310983 | val_loss: 0.0311985 | Time: 2072.18 ms [2021-07-21 05:36:26 main:581] : INFO : Epoch 1617 | loss: 0.0310996 | val_loss: 0.0312195 | Time: 2053.83 ms [2021-07-21 05:36:27 main:581] : INFO : Epoch 1618 | loss: 0.0310978 | val_loss: 0.0312056 | Time: 1673.38 ms [2021-07-21 05:36:29 main:581] : INFO : Epoch 1619 | loss: 0.0311014 | val_loss: 0.0311955 | Time: 1547.97 ms [2021-07-21 05:36:31 main:581] : INFO : Epoch 1620 | loss: 0.0311089 | val_loss: 0.0312042 | Time: 1644.93 ms [2021-07-21 05:36:32 main:581] : INFO : Epoch 1621 | loss: 0.0311077 | val_loss: 0.0312066 | Time: 1771.73 ms [2021-07-21 05:36:35 main:581] : INFO : Epoch 1622 | loss: 0.0311046 | val_loss: 0.0312132 | Time: 2106.44 ms [2021-07-21 05:36:37 main:581] : INFO : Epoch 1623 | loss: 0.0311057 | val_loss: 0.031195 | Time: 2140.82 ms [2021-07-21 05:36:39 main:581] : INFO : Epoch 1624 | loss: 0.0311026 | val_loss: 0.0312102 | Time: 2060.63 ms [2021-07-21 05:36:41 main:581] : INFO : Epoch 1625 | loss: 0.0311002 | val_loss: 0.0311971 | Time: 2071.46 ms [2021-07-21 05:36:43 main:581] : INFO : Epoch 1626 | loss: 0.0311021 | val_loss: 0.0311947 | Time: 2084.6 ms [2021-07-21 05:36:45 main:581] : INFO : Epoch 1627 | loss: 0.0311035 | val_loss: 0.0311971 | Time: 1765.58 ms [2021-07-21 05:36:46 main:581] : INFO : Epoch 1628 | loss: 0.0310992 | val_loss: 0.0312036 | Time: 1590.04 ms [2021-07-21 05:36:48 main:581] : INFO : Epoch 1629 | loss: 0.0310971 | val_loss: 0.0311978 | Time: 1711.72 ms [2021-07-21 05:36:50 main:581] : INFO : Epoch 1630 | loss: 0.0310995 | val_loss: 0.0312087 | Time: 1950.21 ms [2021-07-21 05:36:52 main:581] : INFO : Epoch 1631 | loss: 0.0310986 | val_loss: 0.0312027 | Time: 1995.65 ms [2021-07-21 05:36:54 main:581] : INFO : Epoch 1632 | loss: 0.0310979 | val_loss: 0.0312 | Time: 2007.47 ms [2021-07-21 05:36:56 main:581] : INFO : Epoch 1633 | loss: 0.0310974 | val_loss: 0.0312095 | Time: 2019.85 ms [2021-07-21 05:36:58 main:581] : INFO : Epoch 1634 | loss: 0.0310965 | val_loss: 0.0312058 | Time: 1934.52 ms [2021-07-21 05:37:00 main:581] : INFO : Epoch 1635 | loss: 0.0311012 | val_loss: 0.0311926 | Time: 1999.18 ms [2021-07-21 05:37:02 main:581] : INFO : Epoch 1636 | loss: 0.031109 | val_loss: 0.031196 | Time: 2019.92 ms [2021-07-21 05:37:04 main:581] : INFO : Epoch 1637 | loss: 0.0311053 | val_loss: 0.0312023 | Time: 1994.89 ms [2021-07-21 05:37:06 main:581] : INFO : Epoch 1638 | loss: 0.0311 | val_loss: 0.0311985 | Time: 2012.67 ms [2021-07-21 05:37:08 main:581] : INFO : Epoch 1639 | loss: 0.0311067 | val_loss: 0.0311829 | Time: 1917.1 ms [2021-07-21 05:37:10 main:581] : INFO : Epoch 1640 | loss: 0.0311066 | val_loss: 0.0312025 | Time: 2004.97 ms [2021-07-21 05:37:12 main:581] : INFO : Epoch 1641 | loss: 0.0311032 | val_loss: 0.0311981 | Time: 1996.7 ms [2021-07-21 05:37:14 main:581] : INFO : Epoch 1642 | loss: 0.031099 | val_loss: 0.031211 | Time: 2031.92 ms [2021-07-21 05:37:16 main:581] : INFO : Epoch 1643 | loss: 0.0311026 | val_loss: 0.0312072 | Time: 1933.92 ms [2021-07-21 05:37:18 main:581] : INFO : Epoch 1644 | loss: 0.0310941 | val_loss: 0.0312144 | Time: 2018.39 ms [2021-07-21 05:37:20 main:581] : INFO : Epoch 1645 | loss: 0.0310953 | val_loss: 0.0312011 | Time: 2068.38 ms [2021-07-21 05:37:22 main:581] : INFO : Epoch 1646 | loss: 0.0310967 | val_loss: 0.0312104 | Time: 2085.08 ms [2021-07-21 05:37:24 main:581] : INFO : Epoch 1647 | loss: 0.031096 | val_loss: 0.0312074 | Time: 2052.77 ms [2021-07-21 05:37:26 main:581] : INFO : Epoch 1648 | loss: 0.0310956 | val_loss: 0.0312065 | Time: 1935.63 ms [2021-07-21 05:37:28 main:581] : INFO : Epoch 1649 | loss: 0.0310964 | val_loss: 0.0312093 | Time: 1989.1 ms [2021-07-21 05:37:30 main:581] : INFO : Epoch 1650 | loss: 0.0310953 | val_loss: 0.0311935 | Time: 1951.78 ms [2021-07-21 05:37:32 main:581] : INFO : Epoch 1651 | loss: 0.0310983 | val_loss: 0.0312085 | Time: 1717.44 ms [2021-07-21 05:37:33 main:581] : INFO : Epoch 1652 | loss: 0.0311014 | val_loss: 0.0312042 | Time: 1572.73 ms [2021-07-21 05:37:35 main:581] : INFO : Epoch 1653 | loss: 0.0311025 | val_loss: 0.0312083 | Time: 1525.76 ms [2021-07-21 05:37:36 main:581] : INFO : Epoch 1654 | loss: 0.0310991 | val_loss: 0.0312025 | Time: 1510.35 ms [2021-07-21 05:37:38 main:581] : INFO : Epoch 1655 | loss: 0.0310975 | val_loss: 0.0312075 | Time: 1508.35 ms [2021-07-21 05:37:39 main:581] : INFO : Epoch 1656 | loss: 0.0310934 | val_loss: 0.0312143 | Time: 1549.16 ms [2021-07-21 05:37:41 main:581] : INFO : Epoch 1657 | loss: 0.0310965 | val_loss: 0.0312045 | Time: 1563.97 ms [2021-07-21 05:37:42 main:581] : INFO : Epoch 1658 | loss: 0.031094 | val_loss: 0.0312169 | Time: 1548.17 ms [2021-07-21 05:37:44 main:581] : INFO : Epoch 1659 | loss: 0.0310958 | val_loss: 0.0312094 | Time: 1526.53 ms [2021-07-21 05:37:45 main:581] : INFO : Epoch 1660 | loss: 0.0311138 | val_loss: 0.0311876 | Time: 1504.32 ms [2021-07-21 05:37:47 main:581] : INFO : Epoch 1661 | loss: 0.0311358 | val_loss: 0.0311812 | Time: 1489.61 ms [2021-07-21 05:37:49 main:581] : INFO : Epoch 1662 | loss: 0.0311324 | val_loss: 0.0311835 | Time: 1872.79 ms [2021-07-21 05:37:51 main:581] : INFO : Epoch 1663 | loss: 0.0311281 | val_loss: 0.0311871 | Time: 2016.89 ms [2021-07-21 05:37:53 main:581] : INFO : Epoch 1664 | loss: 0.0311197 | val_loss: 0.0311888 | Time: 2042.2 ms [2021-07-21 05:37:55 main:581] : INFO : Epoch 1665 | loss: 0.0317597 | val_loss: 0.0333172 | Time: 2032.16 ms [2021-07-21 05:37:57 main:581] : INFO : Epoch 1666 | loss: 0.0330378 | val_loss: 0.0432949 | Time: 1949.98 ms [2021-07-21 05:37:59 main:581] : INFO : Epoch 1667 | loss: 0.0343563 | val_loss: 0.0317982 | Time: 1917.86 ms [2021-07-21 05:38:01 main:581] : INFO : Epoch 1668 | loss: 0.031515 | val_loss: 0.0312326 | Time: 2005.56 ms [2021-07-21 05:38:03 main:581] : INFO : Epoch 1669 | loss: 0.0312309 | val_loss: 0.0311943 | Time: 1995.83 ms [2021-07-21 05:38:05 main:581] : INFO : Epoch 1670 | loss: 0.0311823 | val_loss: 0.0311799 | Time: 1965.05 ms [2021-07-21 05:38:07 main:581] : INFO : Epoch 1671 | loss: 0.0311668 | val_loss: 0.0311777 | Time: 1976 ms [2021-07-21 05:38:09 main:581] : INFO : Epoch 1672 | loss: 0.0311598 | val_loss: 0.0311759 | Time: 2031.82 ms [2021-07-21 05:38:11 main:581] : INFO : Epoch 1673 | loss: 0.0311552 | val_loss: 0.0311826 | Time: 2055.87 ms [2021-07-21 05:38:13 main:581] : INFO : Epoch 1674 | loss: 0.0311474 | val_loss: 0.0311851 | Time: 1986.7 ms [2021-07-21 05:38:15 main:581] : INFO : Epoch 1675 | loss: 0.0311401 | val_loss: 0.0311871 | Time: 1958.92 ms [2021-07-21 05:38:17 main:581] : INFO : Epoch 1676 | loss: 0.0311415 | val_loss: 0.0311839 | Time: 1992.58 ms [2021-07-21 05:38:19 main:581] : INFO : Epoch 1677 | loss: 0.0311369 | val_loss: 0.0311855 | Time: 2062.24 ms [2021-07-21 05:38:21 main:581] : INFO : Epoch 1678 | loss: 0.0311313 | val_loss: 0.0311868 | Time: 2034.18 ms [2021-07-21 05:38:23 main:581] : INFO : Epoch 1679 | loss: 0.0311263 | val_loss: 0.0311918 | Time: 2053.16 ms [2021-07-21 05:38:25 main:581] : INFO : Epoch 1680 | loss: 0.0311232 | val_loss: 0.0311903 | Time: 2006.11 ms [2021-07-21 05:38:27 main:581] : INFO : Epoch 1681 | loss: 0.0311192 | val_loss: 0.0311979 | Time: 2074.28 ms [2021-07-21 05:38:29 main:581] : INFO : Epoch 1682 | loss: 0.0311256 | val_loss: 0.0311922 | Time: 2091.16 ms [2021-07-21 05:38:31 main:581] : INFO : Epoch 1683 | loss: 0.0311198 | val_loss: 0.0311929 | Time: 2036.96 ms [2021-07-21 05:38:33 main:581] : INFO : Epoch 1684 | loss: 0.0311138 | val_loss: 0.0311966 | Time: 2090.56 ms [2021-07-21 05:38:35 main:581] : INFO : Epoch 1685 | loss: 0.0311086 | val_loss: 0.0312085 | Time: 2027.28 ms [2021-07-21 05:38:37 main:581] : INFO : Epoch 1686 | loss: 0.0311051 | val_loss: 0.0311987 | Time: 2054.36 ms [2021-07-21 05:38:39 main:581] : INFO : Epoch 1687 | loss: 0.0311038 | val_loss: 0.0311961 | Time: 1826.36 ms [2021-07-21 05:38:41 main:581] : INFO : Epoch 1688 | loss: 0.0311027 | val_loss: 0.0312058 | Time: 1628.45 ms [2021-07-21 05:38:42 main:581] : INFO : Epoch 1689 | loss: 0.0311062 | val_loss: 0.0312042 | Time: 1551.16 ms [2021-07-21 05:38:44 main:581] : INFO : Epoch 1690 | loss: 0.0311065 | val_loss: 0.0312067 | Time: 1577.81 ms [2021-07-21 05:38:45 main:581] : INFO : Epoch 1691 | loss: 0.031103 | val_loss: 0.0311966 | Time: 1550.69 ms [2021-07-21 05:38:47 main:581] : INFO : Epoch 1692 | loss: 0.0311039 | val_loss: 0.0312073 | Time: 1582.06 ms [2021-07-21 05:38:49 main:581] : INFO : Epoch 1693 | loss: 0.0311026 | val_loss: 0.0312057 | Time: 1625.87 ms [2021-07-21 05:38:51 main:581] : INFO : Epoch 1694 | loss: 0.0311042 | val_loss: 0.0311976 | Time: 2139.68 ms [2021-07-21 05:38:53 main:581] : INFO : Epoch 1695 | loss: 0.0311033 | val_loss: 0.0312036 | Time: 2016.5 ms [2021-07-21 05:38:55 main:581] : INFO : Epoch 1696 | loss: 0.0311073 | val_loss: 0.0312001 | Time: 2033.92 ms [2021-07-21 05:38:57 main:581] : INFO : Epoch 1697 | loss: 0.0311064 | val_loss: 0.031207 | Time: 1838.11 ms [2021-07-21 05:38:59 main:581] : INFO : Epoch 1698 | loss: 0.031109 | val_loss: 0.0312031 | Time: 1986.74 ms [2021-07-21 05:39:01 main:581] : INFO : Epoch 1699 | loss: 0.0311093 | val_loss: 0.0312083 | Time: 1891.38 ms [2021-07-21 05:39:02 main:581] : INFO : Epoch 1700 | loss: 0.0311056 | val_loss: 0.0312067 | Time: 1777.91 ms [2021-07-21 05:39:04 main:581] : INFO : Epoch 1701 | loss: 0.0311006 | val_loss: 0.0312011 | Time: 2077.47 ms [2021-07-21 05:39:06 main:581] : INFO : Epoch 1702 | loss: 0.0310981 | val_loss: 0.0312026 | Time: 2085.25 ms [2021-07-21 05:39:08 main:581] : INFO : Epoch 1703 | loss: 0.0311036 | val_loss: 0.0312071 | Time: 1839.41 ms [2021-07-21 05:39:10 main:581] : INFO : Epoch 1704 | loss: 0.0311254 | val_loss: 0.0311899 | Time: 2051.17 ms [2021-07-21 05:39:12 main:581] : INFO : Epoch 1705 | loss: 0.0311225 | val_loss: 0.0311857 | Time: 2004.97 ms [2021-07-21 05:39:14 main:581] : INFO : Epoch 1706 | loss: 0.0311236 | val_loss: 0.031187 | Time: 1995.99 ms [2021-07-21 05:39:16 main:581] : INFO : Epoch 1707 | loss: 0.031117 | val_loss: 0.0311966 | Time: 2040.32 ms [2021-07-21 05:39:18 main:581] : INFO : Epoch 1708 | loss: 0.0311142 | val_loss: 0.031198 | Time: 2085.61 ms [2021-07-21 05:39:21 main:581] : INFO : Epoch 1709 | loss: 0.0311148 | val_loss: 0.0311986 | Time: 2082.42 ms [2021-07-21 05:39:23 main:581] : INFO : Epoch 1710 | loss: 0.031112 | val_loss: 0.031196 | Time: 2025.2 ms [2021-07-21 05:39:25 main:581] : INFO : Epoch 1711 | loss: 0.03111 | val_loss: 0.0311945 | Time: 2004.69 ms [2021-07-21 05:39:27 main:581] : INFO : Epoch 1712 | loss: 0.0311083 | val_loss: 0.0311997 | Time: 2019.56 ms [2021-07-21 05:39:29 main:581] : INFO : Epoch 1713 | loss: 0.0311076 | val_loss: 0.0311907 | Time: 2006.38 ms [2021-07-21 05:39:31 main:581] : INFO : Epoch 1714 | loss: 0.0311036 | val_loss: 0.0312086 | Time: 1935.17 ms [2021-07-21 05:39:33 main:581] : INFO : Epoch 1715 | loss: 0.0311034 | val_loss: 0.0312051 | Time: 1996.99 ms [2021-07-21 05:39:35 main:581] : INFO : Epoch 1716 | loss: 0.031101 | val_loss: 0.0312034 | Time: 2019.62 ms [2021-07-21 05:39:37 main:581] : INFO : Epoch 1717 | loss: 0.0311044 | val_loss: 0.031198 | Time: 1959.02 ms [2021-07-21 05:39:39 main:581] : INFO : Epoch 1718 | loss: 0.031104 | val_loss: 0.0312 | Time: 2118.22 ms [2021-07-21 05:39:41 main:581] : INFO : Epoch 1719 | loss: 0.0311018 | val_loss: 0.031208 | Time: 2096.21 ms [2021-07-21 05:39:43 main:581] : INFO : Epoch 1720 | loss: 0.0311016 | val_loss: 0.0312052 | Time: 2179.96 ms [2021-07-21 05:39:45 main:581] : INFO : Epoch 1721 | loss: 0.0311013 | val_loss: 0.0312078 | Time: 2131.03 ms [2021-07-21 05:39:47 main:581] : INFO : Epoch 1722 | loss: 0.0311007 | val_loss: 0.0311977 | Time: 2140.03 ms [2021-07-21 05:39:49 main:581] : INFO : Epoch 1723 | loss: 0.0311056 | val_loss: 0.0312 | Time: 1993.12 ms [2021-07-21 05:39:51 main:581] : INFO : Epoch 1724 | loss: 0.0311009 | val_loss: 0.0312049 | Time: 2041.18 ms [2021-07-21 05:39:53 main:581] : INFO : Epoch 1725 | loss: 0.0311025 | val_loss: 0.0312013 | Time: 2183.31 ms [2021-07-21 05:39:55 main:581] : INFO : Epoch 1726 | loss: 0.0311036 | val_loss: 0.0311976 | Time: 1988.63 ms [2021-07-21 05:39:57 main:581] : INFO : Epoch 1727 | loss: 0.0311077 | val_loss: 0.0311985 | Time: 2014.55 ms [2021-07-21 05:40:00 main:581] : INFO : Epoch 1728 | loss: 0.0311045 | val_loss: 0.0312004 | Time: 2107.27 ms [2021-07-21 05:40:02 main:581] : INFO : Epoch 1729 | loss: 0.0311022 | val_loss: 0.0311997 | Time: 2124.01 ms [2021-07-21 05:40:04 main:581] : INFO : Epoch 1730 | loss: 0.0311011 | val_loss: 0.0312042 | Time: 2141.2 ms [2021-07-21 05:40:06 main:581] : INFO : Epoch 1731 | loss: 0.0311024 | val_loss: 0.0312047 | Time: 2033 ms [2021-07-21 05:40:08 main:581] : INFO : Epoch 1732 | loss: 0.0311023 | val_loss: 0.0312087 | Time: 2003.19 ms [2021-07-21 05:40:10 main:581] : INFO : Epoch 1733 | loss: 0.0310981 | val_loss: 0.0312065 | Time: 2094.76 ms [2021-07-21 05:40:12 main:581] : INFO : Epoch 1734 | loss: 0.0310979 | val_loss: 0.0312107 | Time: 2107.95 ms [2021-07-21 05:40:14 main:581] : INFO : Epoch 1735 | loss: 0.0311008 | val_loss: 0.0312012 | Time: 2072.69 ms [2021-07-21 05:40:16 main:581] : INFO : Epoch 1736 | loss: 0.0310951 | val_loss: 0.0312147 | Time: 2049.74 ms [2021-07-21 05:40:18 main:581] : INFO : Epoch 1737 | loss: 0.0311 | val_loss: 0.0312045 | Time: 2111.04 ms SIGSEGV: segmentation violation Stack trace (38 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x5576c98dff9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fd47b475730] /lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7fd3fcd8fd57] /lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7fd3fcd8feba] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x5576c98dbb25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x5576c98dbbee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fd47b475730] ./libc10.so(_ZNK3c1010TensorImpl33compute_non_overlapping_and_denseEv+0x0)[0x7fd47b4c71c0] ./libtorch_cpu.so(+0x5ca318)[0x7fd4758db318] ./libtorch_cpu.so(+0xa91c54)[0x7fd475da2c54] ./libtorch_cpu.so(_ZN2at6native11as_strided_ERNS_6TensorEN3c108ArrayRefIlEES5_NS3_8optionalIlEE+0x4c)[0x7fd475d8db8c] ./libtorch_cpu.so(+0xe93cb8)[0x7fd4761a4cb8] ./libtorch_cpu.so(+0xeda29c)[0x7fd4761eb29c] ./libtorch_cpu.so(_ZNK2at6Tensor11as_strided_EN3c108ArrayRefIlEES3_NS1_8optionalIlEE+0x176)[0x7fd476244c66] ./libtorch_cpu.so(_ZN2at6native10transpose_ERNS_6TensorEll+0x113)[0x7fd475d93253] ./libtorch_cpu.so(_ZNK2at6Tensor10transpose_Ell+0xf7)[0x7fd47624fc37] ./libtorch_cuda.so(_ZN2at6native10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS1_EElS3_S3_S3_lllbdbbNS5_IlEES3_+0x1a5c)[0x7fd3fdb5d2ac] ./libtorch_cuda.so(+0x85face)[0x7fd3fdba7ace] ./libtorch_cuda.so(+0x895988)[0x7fd3fdbdd988] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fd47611651c] ./libtorch_cpu.so(+0x21cf2d4)[0x7fd4774e02d4] ./libtorch_cpu.so(+0x21edb28)[0x7fd4774feb28] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fd47611651c] ./libtorch_cuda.so(+0x80f0fd)[0x7fd3fdb570fd] ./libtorch_cuda.so(+0x80fb0a)[0x7fd3fdb57b0a] ./libtorch_cpu.so(+0x97fe93)[0x7fd475c90e93] ./libtorch_cpu.so(_ZN2at6native3gruERKNS_6TensorES3_N3c108ArrayRefIS1_EEbldbbb+0xea)[0x7fd475c749ba] ./libtorch_cpu.so(+0xeb0a96)[0x7fd4761c1a96] ./libtorch_cpu.so(+0x22e3c92)[0x7fd4775f4c92] ./libtorch_cpu.so(+0xedd579)[0x7fd4761ee579] ./libtorch_cpu.so(_ZN2at3gruERKNS_6TensorES2_N3c108ArrayRefIS0_EEbldbbb+0x1b1)[0x7fd4760f3ee1] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl14forward_helperERKN2at6TensorES5_S5_lS3_+0x43a)[0x7fd47805d4ca] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl7forwardERKN2at6TensorES3_+0xb0)[0x7fd47805d630] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x92fa8)[0x5576c95f4fa8] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a0e6)[0x5576c95fc0e6] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x5576c95ecd10] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7fd3fcd7a09b] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x5576c95e875a] Exiting... DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --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 RTX 2080 Ti) [2021-07-21 08:02:52 main:442] : INFO : Set logging level to 1 [2021-07-21 08:02:52 main:448] : INFO : Running in BOINC Client mode [2021-07-21 08:02:52 main:451] : INFO : Resolving all filenames [2021-07-21 08:02:52 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-21 08:02:52 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625432911-12664-2_0_r1423782377_1 (exists = 1) [2021-07-21 08:02:52 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625432911-12664-2_0_r1423782377_0 (exists = 0) [2021-07-21 08:02:52 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625432911-12664-2 (exists = 1) [2021-07-21 08:02:52 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-21 08:02:52 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-21 08:02:52 main:481] : INFO : Configuration: [2021-07-21 08:02:52 main:482] : INFO : Model type: GRU [2021-07-21 08:02:52 main:483] : INFO : Validation Loss Threshold: 0.0001 [2021-07-21 08:02:52 main:484] : INFO : Max Epochs: 2048 [2021-07-21 08:02:52 main:485] : INFO : Batch Size: 128 [2021-07-21 08:02:52 main:486] : INFO : Learning Rate: 0.01 [2021-07-21 08:02:52 main:487] : INFO : Patience: 10 [2021-07-21 08:02:52 main:488] : INFO : Hidden Width: 12 [2021-07-21 08:02:52 main:489] : INFO : # Recurrent Layers: 4 [2021-07-21 08:02:52 main:490] : INFO : # Backend Layers: 4 [2021-07-21 08:02:52 main:491] : INFO : # Threads: 1 [2021-07-21 08:02:52 main:493] : INFO : Preparing Dataset [2021-07-21 08:02:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-21 08:02:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-21 08:02:55 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-21 08:02:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-21 08:02:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-21 08:02:55 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-21 08:02:55 main:501] : INFO : Creating Model [2021-07-21 08:02:55 main:514] : INFO : Preparing config file [2021-07-21 08:02:55 main:518] : INFO : Found checkpoint, attempting to load... [2021-07-21 08:02:55 main:519] : INFO : Loading config [2021-07-21 08:02:55 main:521] : INFO : Loading state [2021-07-21 08:02:55 main:566] : INFO : Loading DataLoader into Memory [2021-07-21 08:02:55 main:569] : INFO : Starting Training [2021-07-21 08:02:58 main:581] : INFO : Epoch 1738 | loss: 0.0321398 | val_loss: 0.0312936 | Time: 2948.83 ms [2021-07-21 08:03:00 main:581] : INFO : Epoch 1739 | loss: 0.0312315 | val_loss: 0.0312137 | Time: 1639.21 ms [2021-07-21 08:03:02 main:581] : INFO : Epoch 1740 | loss: 0.0311612 | val_loss: 0.0311836 | Time: 1798.95 ms [2021-07-21 08:03:04 main:581] : INFO : Epoch 1741 | loss: 0.0311243 | val_loss: 0.0311878 | Time: 2053.1 ms [2021-07-21 08:03:06 main:581] : INFO : Epoch 1742 | loss: 0.0311162 | val_loss: 0.0311892 | Time: 2030.05 ms [2021-07-21 08:03:08 main:581] : INFO : Epoch 1743 | loss: 0.0311102 | val_loss: 0.0311995 | Time: 2081.87 ms [2021-07-21 08:03:10 main:581] : INFO : Epoch 1744 | loss: 0.0311083 | val_loss: 0.0311939 | Time: 2052.49 ms [2021-07-21 08:03:12 main:581] : INFO : Epoch 1745 | loss: 0.0311157 | val_loss: 0.0311935 | Time: 2059.79 ms [2021-07-21 08:03:14 main:581] : INFO : Epoch 1746 | loss: 0.0311093 | val_loss: 0.0311946 | Time: 2214.48 ms [2021-07-21 08:03:16 main:581] : INFO : Epoch 1747 | loss: 0.031108 | val_loss: 0.031189 | Time: 2094 ms [2021-07-21 08:03:18 main:581] : INFO : Epoch 1748 | loss: 0.031107 | val_loss: 0.031198 | Time: 2050.49 ms [2021-07-21 08:03:21 main:581] : INFO : Epoch 1749 | loss: 0.0311035 | val_loss: 0.0311955 | Time: 2144.57 ms [2021-07-21 08:03:23 main:581] : INFO : Epoch 1750 | loss: 0.0311033 | val_loss: 0.0311939 | Time: 2180.11 ms [2021-07-21 08:03:25 main:581] : INFO : Epoch 1751 | loss: 0.0311027 | val_loss: 0.0312041 | Time: 2108.92 ms [2021-07-21 08:03:27 main:581] : INFO : Epoch 1752 | loss: 0.0311063 | val_loss: 0.0311959 | Time: 2103.47 ms [2021-07-21 08:03:29 main:581] : INFO : Epoch 1753 | loss: 0.031106 | val_loss: 0.0311995 | Time: 2094.12 ms [2021-07-21 08:03:31 main:581] : INFO : Epoch 1754 | loss: 0.0311064 | val_loss: 0.0311962 | Time: 2057.95 ms [2021-07-21 08:03:33 main:581] : INFO : Epoch 1755 | loss: 0.0311049 | val_loss: 0.0311953 | Time: 2038.88 ms [2021-07-21 08:03:35 main:581] : INFO : Epoch 1756 | loss: 0.0311008 | val_loss: 0.0312016 | Time: 2055.95 ms [2021-07-21 08:03:37 main:581] : INFO : Epoch 1757 | loss: 0.0311133 | val_loss: 0.0311947 | Time: 2130.05 ms [2021-07-21 08:03:40 main:581] : INFO : Epoch 1758 | loss: 0.0311049 | val_loss: 0.0312071 | Time: 2134.09 ms [2021-07-21 08:03:42 main:581] : INFO : Epoch 1759 | loss: 0.0311045 | val_loss: 0.031218 | Time: 2054.21 ms [2021-07-21 08:03:44 main:581] : INFO : Epoch 1760 | loss: 0.0310999 | val_loss: 0.0312102 | Time: 2053.74 ms [2021-07-21 08:03:46 main:581] : INFO : Epoch 1761 | loss: 0.0310975 | val_loss: 0.0312004 | Time: 2020.68 ms [2021-07-21 08:03:48 main:581] : INFO : Epoch 1762 | loss: 0.0311 | val_loss: 0.0312002 | Time: 2118.44 ms [2021-07-21 08:03:50 main:581] : INFO : Epoch 1763 | loss: 0.0311046 | val_loss: 0.0311996 | Time: 2022.47 ms [2021-07-21 08:03:52 main:581] : INFO : Epoch 1764 | loss: 0.0311 | val_loss: 0.0312136 | Time: 2009.68 ms [2021-07-21 08:03:54 main:581] : INFO : Epoch 1765 | loss: 0.0311044 | val_loss: 0.0312067 | Time: 1995.87 ms [2021-07-21 08:03:56 main:581] : INFO : Epoch 1766 | loss: 0.0310977 | val_loss: 0.0312018 | Time: 2081.29 ms [2021-07-21 08:03:58 main:581] : INFO : Epoch 1767 | loss: 0.0311077 | val_loss: 0.0311985 | Time: 2097.42 ms [2021-07-21 08:04:00 main:581] : INFO : Epoch 1768 | loss: 0.0311066 | val_loss: 0.0311989 | Time: 2147.91 ms [2021-07-21 08:04:02 main:581] : INFO : Epoch 1769 | loss: 0.0311012 | val_loss: 0.0312016 | Time: 2164.99 ms [2021-07-21 08:04:04 main:581] : INFO : Epoch 1770 | loss: 0.0311008 | val_loss: 0.0311992 | Time: 2081.78 ms [2021-07-21 08:04:06 main:581] : INFO : Epoch 1771 | loss: 0.0311051 | val_loss: 0.0311959 | Time: 1946.14 ms [2021-07-21 08:04:08 main:581] : INFO : Epoch 1772 | loss: 0.0311027 | val_loss: 0.0311933 | Time: 1910.53 ms [2021-07-21 08:04:10 main:581] : INFO : Epoch 1773 | loss: 0.0310985 | val_loss: 0.031205 | Time: 2010.91 ms [2021-07-21 08:04:12 main:581] : INFO : Epoch 1774 | loss: 0.0310953 | val_loss: 0.0312091 | Time: 1930.32 ms [2021-07-21 08:04:14 main:581] : INFO : Epoch 1775 | loss: 0.0310948 | val_loss: 0.0312105 | Time: 2038.37 ms [2021-07-21 08:04:16 main:581] : INFO : Epoch 1776 | loss: 0.0310928 | val_loss: 0.0312094 | Time: 2010.87 ms [2021-07-21 08:04:18 main:581] : INFO : Epoch 1777 | loss: 0.0310958 | val_loss: 0.0312043 | Time: 1972.29 ms [2021-07-21 08:04:20 main:581] : INFO : Epoch 1778 | loss: 0.0310954 | val_loss: 0.0312141 | Time: 2024.64 ms [2021-07-21 08:04:22 main:581] : INFO : Epoch 1779 | loss: 0.0310981 | val_loss: 0.0312155 | Time: 2119.02 ms [2021-07-21 08:04:25 main:581] : INFO : Epoch 1780 | loss: 0.0310971 | val_loss: 0.031207 | Time: 2174.19 ms [2021-07-21 08:04:27 main:581] : INFO : Epoch 1781 | loss: 0.0310921 | val_loss: 0.0312005 | Time: 2099.34 ms [2021-07-21 08:04:29 main:581] : INFO : Epoch 1782 | loss: 0.0310921 | val_loss: 0.0312071 | Time: 2111.36 ms [2021-07-21 08:04:31 main:581] : INFO : Epoch 1783 | loss: 0.0310946 | val_loss: 0.0312034 | Time: 1996.15 ms [2021-07-21 08:04:33 main:581] : INFO : Epoch 1784 | loss: 0.0310937 | val_loss: 0.0312164 | Time: 1969.45 ms [2021-07-21 08:04:35 main:581] : INFO : Epoch 1785 | loss: 0.0310947 | val_loss: 0.0312007 | Time: 2054.77 ms [2021-07-21 08:04:37 main:581] : INFO : Epoch 1786 | loss: 0.0310986 | val_loss: 0.0312035 | Time: 2157.65 ms [2021-07-21 08:04:39 main:581] : INFO : Epoch 1787 | loss: 0.0310956 | val_loss: 0.0312004 | Time: 2144.05 ms [2021-07-21 08:04:41 main:581] : INFO : Epoch 1788 | loss: 0.0310986 | val_loss: 0.0312227 | Time: 1991.08 ms [2021-07-21 08:04:43 main:581] : INFO : Epoch 1789 | loss: 0.0310968 | val_loss: 0.0312133 | Time: 2067.62 ms [2021-07-21 08:04:45 main:581] : INFO : Epoch 1790 | loss: 0.0310949 | val_loss: 0.0312054 | Time: 2067.3 ms [2021-07-21 08:04:47 main:581] : INFO : Epoch 1791 | loss: 0.0311119 | val_loss: 0.0312097 | Time: 2110.3 ms [2021-07-21 08:04:49 main:581] : INFO : Epoch 1792 | loss: 0.0311072 | val_loss: 0.0312063 | Time: 2089.74 ms [2021-07-21 08:04:52 main:581] : INFO : Epoch 1793 | loss: 0.0311023 | val_loss: 0.0312021 | Time: 2106.34 ms [2021-07-21 08:04:54 main:581] : INFO : Epoch 1794 | loss: 0.0311048 | val_loss: 0.0311956 | Time: 2017.34 ms [2021-07-21 08:04:56 main:581] : INFO : Epoch 1795 | loss: 0.0311004 | val_loss: 0.0311952 | Time: 2111.85 ms [2021-07-21 08:04:58 main:581] : INFO : Epoch 1796 | loss: 0.031097 | val_loss: 0.0312048 | Time: 2070.24 ms [2021-07-21 08:05:00 main:581] : INFO : Epoch 1797 | loss: 0.0311006 | val_loss: 0.0312072 | Time: 2052.82 ms [2021-07-21 08:05:02 main:581] : INFO : Epoch 1798 | loss: 0.0311011 | val_loss: 0.031208 | Time: 2082.8 ms [2021-07-21 08:05:04 main:581] : INFO : Epoch 1799 | loss: 0.0310981 | val_loss: 0.0311996 | Time: 2238.76 ms [2021-07-21 08:05:06 main:581] : INFO : Epoch 1800 | loss: 0.0311042 | val_loss: 0.0311962 | Time: 2062.4 ms [2021-07-21 08:05:08 main:581] : INFO : Epoch 1801 | loss: 0.0311115 | val_loss: 0.0311867 | Time: 2000.98 ms [2021-07-21 08:05:10 main:581] : INFO : Epoch 1802 | loss: 0.0311038 | val_loss: 0.0311917 | Time: 2049.58 ms [2021-07-21 08:05:12 main:581] : INFO : Epoch 1803 | loss: 0.031099 | val_loss: 0.0312091 | Time: 2077.84 ms [2021-07-21 08:05:14 main:581] : INFO : Epoch 1804 | loss: 0.0310999 | val_loss: 0.0312112 | Time: 2085.23 ms [2021-07-21 08:05:16 main:581] : INFO : Epoch 1805 | loss: 0.0310978 | val_loss: 0.0312003 | Time: 2065.12 ms [2021-07-21 08:05:18 main:581] : INFO : Epoch 1806 | loss: 0.0310985 | val_loss: 0.031205 | Time: 2067.88 ms [2021-07-21 08:05:21 main:581] : INFO : Epoch 1807 | loss: 0.0310956 | val_loss: 0.031208 | Time: 2030.5 ms [2021-07-21 08:05:23 main:581] : INFO : Epoch 1808 | loss: 0.031099 | val_loss: 0.0312017 | Time: 2062.28 ms [2021-07-21 08:05:25 main:581] : INFO : Epoch 1809 | loss: 0.0310971 | val_loss: 0.0311993 | Time: 1976.71 ms [2021-07-21 08:05:27 main:581] : INFO : Epoch 1810 | loss: 0.0310968 | val_loss: 0.0312067 | Time: 2087.33 ms [2021-07-21 08:05:29 main:581] : INFO : Epoch 1811 | loss: 0.0310966 | val_loss: 0.0312029 | Time: 2122.29 ms [2021-07-21 08:05:31 main:581] : INFO : Epoch 1812 | loss: 0.0310944 | val_loss: 0.0312051 | Time: 2076.67 ms [2021-07-21 08:05:33 main:581] : INFO : Epoch 1813 | loss: 0.0310923 | val_loss: 0.0312084 | Time: 1999.5 ms [2021-07-21 08:05:35 main:581] : INFO : Epoch 1814 | loss: 0.0310972 | val_loss: 0.0311994 | Time: 2136.68 ms [2021-07-21 08:05:37 main:581] : INFO : Epoch 1815 | loss: 0.031097 | val_loss: 0.0312065 | Time: 2150.35 ms [2021-07-21 08:05:39 main:581] : INFO : Epoch 1816 | loss: 0.031094 | val_loss: 0.0312053 | Time: 2063.78 ms [2021-07-21 08:05:41 main:581] : INFO : Epoch 1817 | loss: 0.0310947 | val_loss: 0.0312033 | Time: 2101.29 ms [2021-07-21 08:05:43 main:581] : INFO : Epoch 1818 | loss: 0.0310939 | val_loss: 0.031202 | Time: 2012.56 ms [2021-07-21 08:05:45 main:581] : INFO : Epoch 1819 | loss: 0.0310923 | val_loss: 0.031201 | Time: 1970.78 ms [2021-07-21 08:05:47 main:581] : INFO : Epoch 1820 | loss: 0.0310944 | val_loss: 0.0312043 | Time: 1954.91 ms [2021-07-21 08:05:49 main:581] : INFO : Epoch 1821 | loss: 0.0310957 | val_loss: 0.03121 | Time: 2144.51 ms [2021-07-21 08:05:51 main:581] : INFO : Epoch 1822 | loss: 0.0310978 | val_loss: 0.0312018 | Time: 2089.23 ms [2021-07-21 08:05:54 main:581] : INFO : Epoch 1823 | loss: 0.0311084 | val_loss: 0.0312014 | Time: 2081.43 ms [2021-07-21 08:05:56 main:581] : INFO : Epoch 1824 | loss: 0.031103 | val_loss: 0.0312042 | Time: 2032.61 ms [2021-07-21 08:05:58 main:581] : INFO : Epoch 1825 | loss: 0.0311035 | val_loss: 0.0312127 | Time: 1995.42 ms [2021-07-21 08:06:00 main:581] : INFO : Epoch 1826 | loss: 0.0310994 | val_loss: 0.03121 | Time: 2062.23 ms [2021-07-21 08:06:02 main:581] : INFO : Epoch 1827 | loss: 0.0310935 | val_loss: 0.0312034 | Time: 2112.25 ms [2021-07-21 08:06:04 main:581] : INFO : Epoch 1828 | loss: 0.0311063 | val_loss: 0.0312163 | Time: 2076.38 ms [2021-07-21 08:06:06 main:581] : INFO : Epoch 1829 | loss: 0.0311019 | val_loss: 0.0312089 | Time: 2012.47 ms [2021-07-21 08:06:08 main:581] : INFO : Epoch 1830 | loss: 0.031099 | val_loss: 0.0312072 | Time: 2167.57 ms [2021-07-21 08:06:10 main:581] : INFO : Epoch 1831 | loss: 0.0310967 | val_loss: 0.0312081 | Time: 2108.11 ms [2021-07-21 08:06:12 main:581] : INFO : Epoch 1832 | loss: 0.0310982 | val_loss: 0.0312019 | Time: 2211.46 ms [2021-07-21 08:06:15 main:581] : INFO : Epoch 1833 | loss: 0.0311102 | val_loss: 0.0312032 | Time: 2312.43 ms [2021-07-21 08:06:17 main:581] : INFO : Epoch 1834 | loss: 0.0311019 | val_loss: 0.0311987 | Time: 2343.03 ms [2021-07-21 08:06:19 main:581] : INFO : Epoch 1835 | loss: 0.0310976 | val_loss: 0.0312134 | Time: 2096.42 ms [2021-07-21 08:06:21 main:581] : INFO : Epoch 1836 | loss: 0.0310976 | val_loss: 0.0312128 | Time: 1995.47 ms [2021-07-21 08:06:23 main:581] : INFO : Epoch 1837 | loss: 0.0311004 | val_loss: 0.0312024 | Time: 2045.04 ms [2021-07-21 08:06:25 main:581] : INFO : Epoch 1838 | loss: 0.0310964 | val_loss: 0.0312161 | Time: 2102.5 ms [2021-07-21 08:06:27 main:581] : INFO : Epoch 1839 | loss: 0.0310981 | val_loss: 0.0312096 | Time: 2242.61 ms [2021-07-21 08:06:30 main:581] : INFO : Epoch 1840 | loss: 0.0311021 | val_loss: 0.0312015 | Time: 2334.32 ms [2021-07-21 08:06:32 main:581] : INFO : Epoch 1841 | loss: 0.0311004 | val_loss: 0.0312039 | Time: 2141.23 ms [2021-07-21 08:06:34 main:581] : INFO : Epoch 1842 | loss: 0.0310998 | val_loss: 0.0312136 | Time: 2168.33 ms [2021-07-21 08:06:36 main:581] : INFO : Epoch 1843 | loss: 0.0310959 | val_loss: 0.031205 | Time: 2338.57 ms [2021-07-21 08:06:39 main:581] : INFO : Epoch 1844 | loss: 0.0310923 | val_loss: 0.0312074 | Time: 2182.71 ms [2021-07-21 08:06:41 main:581] : INFO : Epoch 1845 | loss: 0.0310898 | val_loss: 0.0312147 | Time: 2225.89 ms [2021-07-21 08:06:43 main:581] : INFO : Epoch 1846 | loss: 0.031095 | val_loss: 0.0312072 | Time: 2087.44 ms [2021-07-21 08:06:45 main:581] : INFO : Epoch 1847 | loss: 0.0311117 | val_loss: 0.0311869 | Time: 2086.9 ms [2021-07-21 08:06:47 main:581] : INFO : Epoch 1848 | loss: 0.031146 | val_loss: 0.0311806 | Time: 2102.62 ms [2021-07-21 08:06:49 main:581] : INFO : Epoch 1849 | loss: 0.0311421 | val_loss: 0.0311828 | Time: 2138.8 ms [2021-07-21 08:06:51 main:581] : INFO : Epoch 1850 | loss: 0.0311355 | val_loss: 0.0311802 | Time: 2094.83 ms [2021-07-21 08:06:53 main:581] : INFO : Epoch 1851 | loss: 0.031131 | val_loss: 0.0311835 | Time: 2087.1 ms [2021-07-21 08:06:56 main:581] : INFO : Epoch 1852 | loss: 0.0311297 | val_loss: 0.0311903 | Time: 2210.83 ms [2021-07-21 08:06:58 main:581] : INFO : Epoch 1853 | loss: 0.031127 | val_loss: 0.0311966 | Time: 2325.51 ms [2021-07-21 08:07:00 main:581] : INFO : Epoch 1854 | loss: 0.0311309 | val_loss: 0.0311901 | Time: 1882.22 ms [2021-07-21 08:07:02 main:581] : INFO : Epoch 1855 | loss: 0.031125 | val_loss: 0.0311866 | Time: 2013.83 ms [2021-07-21 08:07:04 main:581] : INFO : Epoch 1856 | loss: 0.0311211 | val_loss: 0.0311927 | Time: 2033.04 ms [2021-07-21 08:07:06 main:581] : INFO : Epoch 1857 | loss: 0.0311179 | val_loss: 0.0311844 | Time: 2125.8 ms [2021-07-21 08:07:08 main:581] : INFO : Epoch 1858 | loss: 0.0311161 | val_loss: 0.031201 | Time: 2043.32 ms [2021-07-21 08:07:10 main:581] : INFO : Epoch 1859 | loss: 0.0311166 | val_loss: 0.0311854 | Time: 2069.89 ms [2021-07-21 08:07:12 main:581] : INFO : Epoch 1860 | loss: 0.0311195 | val_loss: 0.0311981 | Time: 2125.39 ms [2021-07-21 08:07:14 main:581] : INFO : Epoch 1861 | loss: 0.0311131 | val_loss: 0.0311997 | Time: 2115.6 ms [2021-07-21 08:07:17 main:581] : INFO : Epoch 1862 | loss: 0.0311101 | val_loss: 0.0311946 | Time: 2101.86 ms [2021-07-21 08:07:19 main:581] : INFO : Epoch 1863 | loss: 0.0311143 | val_loss: 0.0311969 | Time: 2153.43 ms [2021-07-21 08:07:21 main:581] : INFO : Epoch 1864 | loss: 0.031122 | val_loss: 0.0311889 | Time: 2128.73 ms [2021-07-21 08:07:23 main:581] : INFO : Epoch 1865 | loss: 0.0311158 | val_loss: 0.0311912 | Time: 2075.24 ms [2021-07-21 08:07:25 main:581] : INFO : Epoch 1866 | loss: 0.03111 | val_loss: 0.0311937 | Time: 2057.49 ms [2021-07-21 08:07:27 main:581] : INFO : Epoch 1867 | loss: 0.0311116 | val_loss: 0.0311886 | Time: 2228.12 ms [2021-07-21 08:07:29 main:581] : INFO : Epoch 1868 | loss: 0.0311113 | val_loss: 0.0311993 | Time: 2194.47 ms [2021-07-21 08:07:32 main:581] : INFO : Epoch 1869 | loss: 0.0311062 | val_loss: 0.0311866 | Time: 2146.32 ms [2021-07-21 08:07:34 main:581] : INFO : Epoch 1870 | loss: 0.0311055 | val_loss: 0.031191 | Time: 2132.12 ms [2021-07-21 08:07:36 main:581] : INFO : Epoch 1871 | loss: 0.0311032 | val_loss: 0.0312143 | Time: 2064.99 ms [2021-07-21 08:07:38 main:581] : INFO : Epoch 1872 | loss: 0.0311187 | val_loss: 0.0311946 | Time: 2013.78 ms [2021-07-21 08:07:40 main:581] : INFO : Epoch 1873 | loss: 0.0311243 | val_loss: 0.031191 | Time: 2013.03 ms [2021-07-21 08:07:42 main:581] : INFO : Epoch 1874 | loss: 0.0311146 | val_loss: 0.0312046 | Time: 2100.64 ms [2021-07-21 08:07:44 main:581] : INFO : Epoch 1875 | loss: 0.0311109 | val_loss: 0.0312068 | Time: 2024.12 ms [2021-07-21 08:07:46 main:581] : INFO : Epoch 1876 | loss: 0.0311076 | val_loss: 0.0312103 | Time: 2123.25 ms [2021-07-21 08:07:48 main:581] : INFO : Epoch 1877 | loss: 0.0311091 | val_loss: 0.0312008 | Time: 2022.49 ms [2021-07-21 08:07:50 main:581] : INFO : Epoch 1878 | loss: 0.0311039 | val_loss: 0.031196 | Time: 2093.76 ms [2021-07-21 08:07:52 main:581] : INFO : Epoch 1879 | loss: 0.0311036 | val_loss: 0.0312016 | Time: 2163.06 ms [2021-07-21 08:07:54 main:581] : INFO : Epoch 1880 | loss: 0.0311049 | val_loss: 0.0311996 | Time: 2072.48 ms [2021-07-21 08:07:56 main:581] : INFO : Epoch 1881 | loss: 0.0311029 | val_loss: 0.0311948 | Time: 2050.56 ms [2021-07-21 08:07:58 main:581] : INFO : Epoch 1882 | loss: 0.0311012 | val_loss: 0.0311984 | Time: 2035.14 ms [2021-07-21 08:08:00 main:581] : INFO : Epoch 1883 | loss: 0.0311001 | val_loss: 0.0312019 | Time: 2035.38 ms [2021-07-21 08:08:02 main:581] : INFO : Epoch 1884 | loss: 0.0310996 | val_loss: 0.0312036 | Time: 1972.65 ms [2021-07-21 08:08:04 main:581] : INFO : Epoch 1885 | loss: 0.0311014 | val_loss: 0.0312006 | Time: 2027.18 ms [2021-07-21 08:08:06 main:581] : INFO : Epoch 1886 | loss: 0.0311002 | val_loss: 0.0312125 | Time: 2005.59 ms [2021-07-21 08:08:09 main:581] : INFO : Epoch 1887 | loss: 0.0310986 | val_loss: 0.0312046 | Time: 2063.75 ms [2021-07-21 08:08:11 main:581] : INFO : Epoch 1888 | loss: 0.0310966 | val_loss: 0.031211 | Time: 2163.38 ms [2021-07-21 08:08:13 main:581] : INFO : Epoch 1889 | loss: 0.0310946 | val_loss: 0.0311974 | Time: 2037.84 ms [2021-07-21 08:08:15 main:581] : INFO : Epoch 1890 | loss: 0.0310953 | val_loss: 0.0312099 | Time: 2074.66 ms [2021-07-21 08:08:17 main:581] : INFO : Epoch 1891 | loss: 0.0310975 | val_loss: 0.0311982 | Time: 2075.82 ms [2021-07-21 08:08:19 main:581] : INFO : Epoch 1892 | loss: 0.0311009 | val_loss: 0.0311977 | Time: 2149.79 ms [2021-07-21 08:08:21 main:581] : INFO : Epoch 1893 | loss: 0.0310986 | val_loss: 0.0311935 | Time: 2101.08 ms [2021-07-21 08:08:23 main:581] : INFO : Epoch 1894 | loss: 0.0311045 | val_loss: 0.0311956 | Time: 1999.75 ms [2021-07-21 08:08:25 main:581] : INFO : Epoch 1895 | loss: 0.0311078 | val_loss: 0.031199 | Time: 1965.47 ms [2021-07-21 08:08:27 main:581] : INFO : Epoch 1896 | loss: 0.0310997 | val_loss: 0.031197 | Time: 2004.1 ms [2021-07-21 08:08:29 main:581] : INFO : Epoch 1897 | loss: 0.0310967 | val_loss: 0.0312013 | Time: 2154.98 ms [2021-07-21 08:08:31 main:581] : INFO : Epoch 1898 | loss: 0.0310948 | val_loss: 0.0312019 | Time: 1972.7 ms [2021-07-21 08:08:33 main:581] : INFO : Epoch 1899 | loss: 0.0310975 | val_loss: 0.0312016 | Time: 2048.7 ms [2021-07-21 08:08:35 main:581] : INFO : Epoch 1900 | loss: 0.0310997 | val_loss: 0.0312048 | Time: 2107.67 ms [2021-07-21 08:08:38 main:581] : INFO : Epoch 1901 | loss: 0.0310985 | val_loss: 0.0312057 | Time: 2203.06 ms [2021-07-21 08:08:40 main:581] : INFO : Epoch 1902 | loss: 0.0310995 | val_loss: 0.0312062 | Time: 2116.01 ms [2021-07-21 08:08:42 main:581] : INFO : Epoch 1903 | loss: 0.0311045 | val_loss: 0.0312132 | Time: 2144.26 ms [2021-07-21 08:08:44 main:581] : INFO : Epoch 1904 | loss: 0.0311002 | val_loss: 0.0311978 | Time: 2118.35 ms [2021-07-21 08:08:46 main:581] : INFO : Epoch 1905 | loss: 0.0311012 | val_loss: 0.0312048 | Time: 2111.17 ms [2021-07-21 08:08:48 main:581] : INFO : Epoch 1906 | loss: 0.0311033 | val_loss: 0.0312061 | Time: 2092.62 ms [2021-07-21 08:08:50 main:581] : INFO : Epoch 1907 | loss: 0.0311012 | val_loss: 0.0312019 | Time: 2075.18 ms [2021-07-21 08:08:52 main:581] : INFO : Epoch 1908 | loss: 0.0310998 | val_loss: 0.0312088 | Time: 2014.58 ms [2021-07-21 08:08:54 main:581] : INFO : Epoch 1909 | loss: 0.0310972 | val_loss: 0.0311978 | Time: 2007.94 ms [2021-07-21 08:08:56 main:581] : INFO : Epoch 1910 | loss: 0.0310969 | val_loss: 0.0312062 | Time: 2156.38 ms [2021-07-21 08:08:59 main:581] : INFO : Epoch 1911 | loss: 0.0310976 | val_loss: 0.0311996 | Time: 2186.3 ms [2021-07-21 08:09:01 main:581] : INFO : Epoch 1912 | loss: 0.0310943 | val_loss: 0.0312101 | Time: 2186.24 ms [2021-07-21 08:09:03 main:581] : INFO : Epoch 1913 | loss: 0.0310976 | val_loss: 0.0312074 | Time: 2043.11 ms [2021-07-21 08:09:05 main:581] : INFO : Epoch 1914 | loss: 0.0310941 | val_loss: 0.031207 | Time: 1989.47 ms [2021-07-21 08:09:07 main:581] : INFO : Epoch 1915 | loss: 0.0310913 | val_loss: 0.031207 | Time: 2106.98 ms [2021-07-21 08:09:09 main:581] : INFO : Epoch 1916 | loss: 0.031093 | val_loss: 0.0312065 | Time: 2044.59 ms [2021-07-21 08:09:11 main:581] : INFO : Epoch 1917 | loss: 0.0310938 | val_loss: 0.0312033 | Time: 2129.89 ms [2021-07-21 08:09:13 main:581] : INFO : Epoch 1918 | loss: 0.0310975 | val_loss: 0.0312039 | Time: 2084.54 ms [2021-07-21 08:09:15 main:581] : INFO : Epoch 1919 | loss: 0.0310945 | val_loss: 0.0312203 | Time: 2092.77 ms [2021-07-21 08:09:17 main:581] : INFO : Epoch 1920 | loss: 0.0310928 | val_loss: 0.0312039 | Time: 2101.07 ms [2021-07-21 08:09:20 main:581] : INFO : Epoch 1921 | loss: 0.0310983 | val_loss: 0.0312116 | Time: 2123.99 ms [2021-07-21 08:09:22 main:581] : INFO : Epoch 1922 | loss: 0.0311092 | val_loss: 0.0311977 | Time: 2120.75 ms [2021-07-21 08:09:24 main:581] : INFO : Epoch 1923 | loss: 0.0311069 | val_loss: 0.0311936 | Time: 2060.98 ms [2021-07-21 08:09:26 main:581] : INFO : Epoch 1924 | loss: 0.0311057 | val_loss: 0.0311956 | Time: 2101.07 ms [2021-07-21 08:09:28 main:581] : INFO : Epoch 1925 | loss: 0.0311038 | val_loss: 0.0312115 | Time: 2101.5 ms [2021-07-21 08:09:30 main:581] : INFO : Epoch 1926 | loss: 0.0311026 | val_loss: 0.0312073 | Time: 2085.73 ms [2021-07-21 08:09:32 main:581] : INFO : Epoch 1927 | loss: 0.0311015 | val_loss: 0.0311988 | Time: 2106.97 ms [2021-07-21 08:09:34 main:581] : INFO : Epoch 1928 | loss: 0.031097 | val_loss: 0.0312091 | Time: 2211.9 ms [2021-07-21 08:09:37 main:581] : INFO : Epoch 1929 | loss: 0.0311003 | val_loss: 0.0311999 | Time: 2295.99 ms [2021-07-21 08:09:39 main:581] : INFO : Epoch 1930 | loss: 0.0310987 | val_loss: 0.0312 | Time: 2216.69 ms [2021-07-21 08:09:41 main:581] : INFO : Epoch 1931 | loss: 0.0311026 | val_loss: 0.0311961 | Time: 2146.44 ms [2021-07-21 08:09:43 main:581] : INFO : Epoch 1932 | loss: 0.0311028 | val_loss: 0.0312068 | Time: 2092.04 ms [2021-07-21 08:09:45 main:581] : INFO : Epoch 1933 | loss: 0.031103 | val_loss: 0.0312147 | Time: 2045.57 ms [2021-07-21 08:09:47 main:581] : INFO : Epoch 1934 | loss: 0.0310981 | val_loss: 0.031208 | Time: 2045.31 ms [2021-07-21 08:09:49 main:581] : INFO : Epoch 1935 | loss: 0.0311028 | val_loss: 0.0312086 | Time: 2139.59 ms [2021-07-21 08:09:51 main:581] : INFO : Epoch 1936 | loss: 0.0311136 | val_loss: 0.0311911 | Time: 2140.53 ms [2021-07-21 08:09:54 main:581] : INFO : Epoch 1937 | loss: 0.0311326 | val_loss: 0.0311868 | Time: 2105.59 ms [2021-07-21 08:09:56 main:581] : INFO : Epoch 1938 | loss: 0.0311335 | val_loss: 0.0311855 | Time: 2193.54 ms [2021-07-21 08:09:58 main:581] : INFO : Epoch 1939 | loss: 0.0311352 | val_loss: 0.0311907 | Time: 2172.79 ms [2021-07-21 08:10:00 main:581] : INFO : Epoch 1940 | loss: 0.0311336 | val_loss: 0.0311848 | Time: 2117.44 ms [2021-07-21 08:10:02 main:581] : INFO : Epoch 1941 | loss: 0.0311308 | val_loss: 0.0311844 | Time: 1962.26 ms [2021-07-21 08:10:04 main:581] : INFO : Epoch 1942 | loss: 0.0311259 | val_loss: 0.0311836 | Time: 1976.37 ms [2021-07-21 08:10:06 main:581] : INFO : Epoch 1943 | loss: 0.0311207 | val_loss: 0.0311889 | Time: 1947.15 ms [2021-07-21 08:10:08 main:581] : INFO : Epoch 1944 | loss: 0.0311212 | val_loss: 0.0311928 | Time: 1927.84 ms [2021-07-21 08:10:10 main:581] : INFO : Epoch 1945 | loss: 0.0311317 | val_loss: 0.0311957 | Time: 1942.76 ms [2021-07-21 08:10:12 main:581] : INFO : Epoch 1946 | loss: 0.0311225 | val_loss: 0.0311907 | Time: 2046.39 ms [2021-07-21 08:10:14 main:581] : INFO : Epoch 1947 | loss: 0.0311228 | val_loss: 0.0311908 | Time: 2016.44 ms [2021-07-21 08:10:16 main:581] : INFO : Epoch 1948 | loss: 0.0311192 | val_loss: 0.0311876 | Time: 1976.58 ms [2021-07-21 08:10:18 main:581] : INFO : Epoch 1949 | loss: 0.031116 | val_loss: 0.0311873 | Time: 2064.61 ms [2021-07-21 08:10:20 main:581] : INFO : Epoch 1950 | loss: 0.0311119 | val_loss: 0.0311983 | Time: 2205.09 ms [2021-07-21 08:10:22 main:581] : INFO : Epoch 1951 | loss: 0.0311099 | val_loss: 0.0311942 | Time: 2092.02 ms [2021-07-21 08:10:24 main:581] : INFO : Epoch 1952 | loss: 0.0311073 | val_loss: 0.0312028 | Time: 2051.76 ms [2021-07-21 08:10:26 main:581] : INFO : Epoch 1953 | loss: 0.031108 | val_loss: 0.0312052 | Time: 1985.87 ms [2021-07-21 08:10:28 main:581] : INFO : Epoch 1954 | loss: 0.0311032 | val_loss: 0.0312073 | Time: 1968.17 ms [2021-07-21 08:10:30 main:581] : INFO : Epoch 1955 | loss: 0.0311054 | val_loss: 0.0311937 | Time: 2008.75 ms [2021-07-21 08:10:32 main:581] : INFO : Epoch 1956 | loss: 0.0311108 | val_loss: 0.0312036 | Time: 2026.98 ms [2021-07-21 08:10:34 main:581] : INFO : Epoch 1957 | loss: 0.0311097 | val_loss: 0.0312034 | Time: 2053.83 ms [2021-07-21 08:10:36 main:581] : INFO : Epoch 1958 | loss: 0.0311081 | val_loss: 0.0311945 | Time: 2024.53 ms [2021-07-21 08:10:38 main:581] : INFO : Epoch 1959 | loss: 0.0311078 | val_loss: 0.0312025 | Time: 1992.71 ms [2021-07-21 08:10:40 main:581] : INFO : Epoch 1960 | loss: 0.0311046 | val_loss: 0.031203 | Time: 2082.29 ms [2021-07-21 08:10:43 main:581] : INFO : Epoch 1961 | loss: 0.0311047 | val_loss: 0.0312033 | Time: 2095.38 ms [2021-07-21 08:10:45 main:581] : INFO : Epoch 1962 | loss: 0.0311049 | val_loss: 0.0311972 | Time: 2041.81 ms [2021-07-21 08:10:46 main:581] : INFO : Epoch 1963 | loss: 0.0311016 | val_loss: 0.0312032 | Time: 1665.66 ms [2021-07-21 08:10:48 main:581] : INFO : Epoch 1964 | loss: 0.0311029 | val_loss: 0.0311993 | Time: 1961.51 ms [2021-07-21 08:10:50 main:581] : INFO : Epoch 1965 | loss: 0.0311103 | val_loss: 0.0311967 | Time: 2118.75 ms [2021-07-21 08:10:52 main:581] : INFO : Epoch 1966 | loss: 0.0311038 | val_loss: 0.0312009 | Time: 2038.32 ms [2021-07-21 08:10:54 main:581] : INFO : Epoch 1967 | loss: 0.0311001 | val_loss: 0.0311958 | Time: 2088.58 ms [2021-07-21 08:10:56 main:581] : INFO : Epoch 1968 | loss: 0.0310998 | val_loss: 0.0312034 | Time: 2016.61 ms [2021-07-21 08:10:59 main:581] : INFO : Epoch 1969 | loss: 0.0310986 | val_loss: 0.0312072 | Time: 2168.01 ms [2021-07-21 08:11:01 main:581] : INFO : Epoch 1970 | loss: 0.0311003 | val_loss: 0.0312054 | Time: 2028.59 ms [2021-07-21 08:11:03 main:581] : INFO : Epoch 1971 | loss: 0.0311027 | val_loss: 0.0312076 | Time: 2170.19 ms [2021-07-21 08:11:05 main:581] : INFO : Epoch 1972 | loss: 0.0311016 | val_loss: 0.0312023 | Time: 2152.77 ms [2021-07-21 08:11:07 main:581] : INFO : Epoch 1973 | loss: 0.0311023 | val_loss: 0.0312053 | Time: 1927.29 ms [2021-07-21 08:11:09 main:581] : INFO : Epoch 1974 | loss: 0.031098 | val_loss: 0.031202 | Time: 1968.17 ms [2021-07-21 08:11:11 main:581] : INFO : Epoch 1975 | loss: 0.0310978 | val_loss: 0.0312038 | Time: 2079.63 ms [2021-07-21 08:11:13 main:581] : INFO : Epoch 1976 | loss: 0.0311019 | val_loss: 0.0311982 | Time: 2091.96 ms [2021-07-21 08:11:15 main:581] : INFO : Epoch 1977 | loss: 0.0311033 | val_loss: 0.0311986 | Time: 2015.18 ms [2021-07-21 08:11:17 main:581] : INFO : Epoch 1978 | loss: 0.0311001 | val_loss: 0.0312124 | Time: 2011.05 ms [2021-07-21 08:11:19 main:581] : INFO : Epoch 1979 | loss: 0.031101 | val_loss: 0.0312085 | Time: 1962.03 ms [2021-07-21 08:11:21 main:581] : INFO : Epoch 1980 | loss: 0.0311012 | val_loss: 0.0311971 | Time: 1957.38 ms [2021-07-21 08:11:23 main:581] : INFO : Epoch 1981 | loss: 0.0310956 | val_loss: 0.0312046 | Time: 1943.36 ms [2021-07-21 08:11:25 main:581] : INFO : Epoch 1982 | loss: 0.0310988 | val_loss: 0.0312064 | Time: 2104.71 ms [2021-07-21 08:11:27 main:581] : INFO : Epoch 1983 | loss: 0.0310987 | val_loss: 0.0312057 | Time: 1975.92 ms [2021-07-21 08:11:29 main:581] : INFO : Epoch 1984 | loss: 0.0310937 | val_loss: 0.0312037 | Time: 1984.34 ms [2021-07-21 08:11:31 main:581] : INFO : Epoch 1985 | loss: 0.0310944 | val_loss: 0.0312112 | Time: 1993.83 ms [2021-07-21 08:11:33 main:581] : INFO : Epoch 1986 | loss: 0.0310988 | val_loss: 0.0312001 | Time: 2087.48 ms [2021-07-21 08:11:35 main:581] : INFO : Epoch 1987 | loss: 0.0310989 | val_loss: 0.0312146 | Time: 1977.28 ms [2021-07-21 08:11:37 main:581] : INFO : Epoch 1988 | loss: 0.0310927 | val_loss: 0.0312024 | Time: 1987.54 ms [2021-07-21 08:11:39 main:581] : INFO : Epoch 1989 | loss: 0.0310969 | val_loss: 0.0312145 | Time: 2058.86 ms [2021-07-21 08:11:41 main:581] : INFO : Epoch 1990 | loss: 0.0310992 | val_loss: 0.0312 | Time: 2034.23 ms [2021-07-21 08:11:43 main:581] : INFO : Epoch 1991 | loss: 0.0310949 | val_loss: 0.0312051 | Time: 1950.44 ms [2021-07-21 08:11:45 main:581] : INFO : Epoch 1992 | loss: 0.031094 | val_loss: 0.0312012 | Time: 2111.38 ms [2021-07-21 08:11:47 main:581] : INFO : Epoch 1993 | loss: 0.031092 | val_loss: 0.0312069 | Time: 2027.8 ms [2021-07-21 08:11:49 main:581] : INFO : Epoch 1994 | loss: 0.0310955 | val_loss: 0.0312121 | Time: 1962.43 ms [2021-07-21 08:11:51 main:581] : INFO : Epoch 1995 | loss: 0.031095 | val_loss: 0.0312049 | Time: 2096.08 ms [2021-07-21 08:11:53 main:581] : INFO : Epoch 1996 | loss: 0.031089 | val_loss: 0.0312029 | Time: 1941.82 ms [2021-07-21 08:11:55 main:581] : INFO : Epoch 1997 | loss: 0.0310901 | val_loss: 0.0312082 | Time: 1923.07 ms [2021-07-21 08:11:57 main:581] : INFO : Epoch 1998 | loss: 0.0310925 | val_loss: 0.0312108 | Time: 2051.67 ms [2021-07-21 08:11:59 main:581] : INFO : Epoch 1999 | loss: 0.0311069 | val_loss: 0.0311959 | Time: 2016.07 ms [2021-07-21 08:12:01 main:581] : INFO : Epoch 2000 | loss: 0.0311142 | val_loss: 0.0311966 | Time: 1985.15 ms [2021-07-21 08:12:03 main:581] : INFO : Epoch 2001 | loss: 0.0311075 | val_loss: 0.0311977 | Time: 1950.21 ms [2021-07-21 08:12:05 main:581] : INFO : Epoch 2002 | loss: 0.0311053 | val_loss: 0.0312035 | Time: 1957.53 ms [2021-07-21 08:12:07 main:581] : INFO : Epoch 2003 | loss: 0.0310998 | val_loss: 0.0311995 | Time: 1940.13 ms [2021-07-21 08:12:09 main:581] : INFO : Epoch 2004 | loss: 0.0310988 | val_loss: 0.0312119 | Time: 2041.33 ms [2021-07-21 08:12:11 main:581] : INFO : Epoch 2005 | loss: 0.031093 | val_loss: 0.0312065 | Time: 2076.73 ms [2021-07-21 08:12:13 main:581] : INFO : Epoch 2006 | loss: 0.031093 | val_loss: 0.0312066 | Time: 2078.44 ms [2021-07-21 08:12:15 main:581] : INFO : Epoch 2007 | loss: 0.0310926 | val_loss: 0.0311965 | Time: 1939.3 ms [2021-07-21 08:12:17 main:581] : INFO : Epoch 2008 | loss: 0.0311004 | val_loss: 0.0312022 | Time: 1913.4 ms [2021-07-21 08:12:19 main:581] : INFO : Epoch 2009 | loss: 0.0311043 | val_loss: 0.031199 | Time: 1905.66 ms [2021-07-21 08:12:21 main:581] : INFO : Epoch 2010 | loss: 0.0311041 | val_loss: 0.0311943 | Time: 1922.14 ms [2021-07-21 08:12:23 main:581] : INFO : Epoch 2011 | loss: 0.0311052 | val_loss: 0.0311948 | Time: 2142.39 ms [2021-07-21 08:12:25 main:581] : INFO : Epoch 2012 | loss: 0.0310994 | val_loss: 0.0312147 | Time: 2059.95 ms [2021-07-21 08:12:27 main:581] : INFO : Epoch 2013 | loss: 0.0311017 | val_loss: 0.0311998 | Time: 2024.5 ms [2021-07-21 08:12:29 main:581] : INFO : Epoch 2014 | loss: 0.031099 | val_loss: 0.031201 | Time: 1970.12 ms [2021-07-21 08:12:31 main:581] : INFO : Epoch 2015 | loss: 0.0310994 | val_loss: 0.0312 | Time: 1965.71 ms [2021-07-21 08:12:33 main:581] : INFO : Epoch 2016 | loss: 0.0310941 | val_loss: 0.0312018 | Time: 1987.9 ms [2021-07-21 08:12:35 main:581] : INFO : Epoch 2017 | loss: 0.0310914 | val_loss: 0.0312059 | Time: 1998.87 ms [2021-07-21 08:12:37 main:581] : INFO : Epoch 2018 | loss: 0.0310898 | val_loss: 0.0312046 | Time: 2095.88 ms [2021-07-21 08:12:39 main:581] : INFO : Epoch 2019 | loss: 0.031087 | val_loss: 0.0311968 | Time: 2017.72 ms [2021-07-21 08:12:41 main:581] : INFO : Epoch 2020 | loss: 0.0310892 | val_loss: 0.0312106 | Time: 2011.72 ms [2021-07-21 08:12:43 main:581] : INFO : Epoch 2021 | loss: 0.0310972 | val_loss: 0.0312018 | Time: 1971.26 ms [2021-07-21 08:12:45 main:581] : INFO : Epoch 2022 | loss: 0.0310931 | val_loss: 0.0312275 | Time: 2088.56 ms [2021-07-21 08:12:47 main:581] : INFO : Epoch 2023 | loss: 0.0311006 | val_loss: 0.0312144 | Time: 1994.68 ms [2021-07-21 08:12:49 main:581] : INFO : Epoch 2024 | loss: 0.0311054 | val_loss: 0.0312028 | Time: 2064.96 ms [2021-07-21 08:12:51 main:581] : INFO : Epoch 2025 | loss: 0.031101 | val_loss: 0.0312062 | Time: 2104.98 ms [2021-07-21 08:12:53 main:581] : INFO : Epoch 2026 | loss: 0.0310953 | val_loss: 0.0312168 | Time: 1974.37 ms [2021-07-21 08:12:55 main:581] : INFO : Epoch 2027 | loss: 0.031109 | val_loss: 0.0311912 | Time: 1974.81 ms [2021-07-21 08:12:57 main:581] : INFO : Epoch 2028 | loss: 0.0311154 | val_loss: 0.0312162 | Time: 2059.87 ms [2021-07-21 08:12:59 main:581] : INFO : Epoch 2029 | loss: 0.0311098 | val_loss: 0.0312043 | Time: 1942.48 ms [2021-07-21 08:13:01 main:581] : INFO : Epoch 2030 | loss: 0.0311006 | val_loss: 0.031197 | Time: 1974.54 ms [2021-07-21 08:13:03 main:581] : INFO : Epoch 2031 | loss: 0.0310992 | val_loss: 0.0312063 | Time: 2050.69 ms [2021-07-21 08:13:05 main:581] : INFO : Epoch 2032 | loss: 0.0311024 | val_loss: 0.0312019 | Time: 1939.32 ms [2021-07-21 08:13:07 main:581] : INFO : Epoch 2033 | loss: 0.0311116 | val_loss: 0.0311947 | Time: 1961.65 ms [2021-07-21 08:13:09 main:581] : INFO : Epoch 2034 | loss: 0.0311088 | val_loss: 0.0311921 | Time: 1961.46 ms [2021-07-21 08:13:11 main:581] : INFO : Epoch 2035 | loss: 0.0311073 | val_loss: 0.0311938 | Time: 1687.01 ms [2021-07-21 08:13:13 main:581] : INFO : Epoch 2036 | loss: 0.0311079 | val_loss: 0.0311983 | Time: 1985.63 ms [2021-07-21 08:13:15 main:581] : INFO : Epoch 2037 | loss: 0.031107 | val_loss: 0.0311979 | Time: 2133.85 ms [2021-07-21 08:13:17 main:581] : INFO : Epoch 2038 | loss: 0.0311076 | val_loss: 0.0311875 | Time: 1764.69 ms [2021-07-21 08:13:19 main:581] : INFO : Epoch 2039 | loss: 0.0311107 | val_loss: 0.0311946 | Time: 1985.8 ms [2021-07-21 08:13:21 main:581] : INFO : Epoch 2040 | loss: 0.0311249 | val_loss: 0.0311838 | Time: 2047.65 ms [2021-07-21 08:13:23 main:581] : INFO : Epoch 2041 | loss: 0.0311232 | val_loss: 0.0311911 | Time: 2086.27 ms [2021-07-21 08:13:25 main:581] : INFO : Epoch 2042 | loss: 0.0311162 | val_loss: 0.0311966 | Time: 2049.32 ms [2021-07-21 08:13:27 main:581] : INFO : Epoch 2043 | loss: 0.0311143 | val_loss: 0.0311888 | Time: 1925.95 ms [2021-07-21 08:13:29 main:581] : INFO : Epoch 2044 | loss: 0.031116 | val_loss: 0.0311861 | Time: 1973.16 ms [2021-07-21 08:13:31 main:581] : INFO : Epoch 2045 | loss: 0.0311102 | val_loss: 0.0311869 | Time: 1968.97 ms [2021-07-21 08:13:33 main:581] : INFO : Epoch 2046 | loss: 0.0311074 | val_loss: 0.0311964 | Time: 2019.54 ms [2021-07-21 08:13:35 main:581] : INFO : Epoch 2047 | loss: 0.0311053 | val_loss: 0.0311897 | Time: 1998.05 ms [2021-07-21 08:13:37 main:581] : INFO : Epoch 2048 | loss: 0.0311025 | val_loss: 0.0312025 | Time: 2010.43 ms [2021-07-21 08:13:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312025 [2021-07-21 08:13:37 main:610] : INFO : Saving end state to config to file [2021-07-21 08:13:37 main:615] : INFO : Success, exiting.. 08:13:37 (7068): 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)