Task 12963554
| Name | ParityModified-1647045043-17081-0_0 |
| Workunit | 10095596 |
| Created | 12 Mar 2022, 0:30:44 UTC |
| Sent | 14 Mar 2022, 20:40:09 UTC |
| Report deadline | 22 Mar 2022, 20:40:09 UTC |
| Received | 15 Mar 2022, 7:56:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13797 |
| Run time | 1 hours 10 min 40 sec |
| CPU time | 1 hours 10 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> .031199 | Time: 2120.93 ms [2022-03-15 07:46:19 main:581] : INFO : Epoch 1590 | loss: 0.0311142 | val_loss: 0.0311946 | Time: 2005.53 ms [2022-03-15 07:46:21 main:581] : INFO : Epoch 1591 | loss: 0.0311126 | val_loss: 0.0312003 | Time: 2000.07 ms [2022-03-15 07:46:23 main:581] : INFO : Epoch 1592 | loss: 0.0311112 | val_loss: 0.0311937 | Time: 2028.9 ms [2022-03-15 07:46:25 main:581] : INFO : Epoch 1593 | loss: 0.0311086 | val_loss: 0.0311974 | Time: 2010.49 ms [2022-03-15 07:46:27 main:581] : INFO : Epoch 1594 | loss: 0.0311109 | val_loss: 0.0311969 | Time: 2011 ms [2022-03-15 07:46:29 main:581] : INFO : Epoch 1595 | loss: 0.0311067 | val_loss: 0.031192 | Time: 2028.99 ms [2022-03-15 07:46:31 main:581] : INFO : Epoch 1596 | loss: 0.0311066 | val_loss: 0.0311955 | Time: 2000.09 ms [2022-03-15 07:46:33 main:581] : INFO : Epoch 1597 | loss: 0.0311061 | val_loss: 0.0312062 | Time: 2040.46 ms [2022-03-15 07:46:35 main:581] : INFO : Epoch 1598 | loss: 0.0311145 | val_loss: 0.0311942 | Time: 2086.2 ms [2022-03-15 07:46:37 main:581] : INFO : Epoch 1599 | loss: 0.0311124 | val_loss: 0.0311988 | Time: 2047.27 ms [2022-03-15 07:46:39 main:581] : INFO : Epoch 1600 | loss: 0.0311104 | val_loss: 0.0311937 | Time: 2003.83 ms [2022-03-15 07:46:41 main:581] : INFO : Epoch 1601 | loss: 0.0311093 | val_loss: 0.0311923 | Time: 1999.24 ms [2022-03-15 07:46:43 main:581] : INFO : Epoch 1602 | loss: 0.0311171 | val_loss: 0.0312098 | Time: 1994.46 ms [2022-03-15 07:46:45 main:581] : INFO : Epoch 1603 | loss: 0.0311511 | val_loss: 0.031199 | Time: 1993.11 ms [2022-03-15 07:46:47 main:581] : INFO : Epoch 1604 | loss: 0.0311388 | val_loss: 0.0311798 | Time: 1993.65 ms [2022-03-15 07:46:49 main:581] : INFO : Epoch 1605 | loss: 0.0311283 | val_loss: 0.0311925 | Time: 2042.74 ms [2022-03-15 07:46:51 main:581] : INFO : Epoch 1606 | loss: 0.0311161 | val_loss: 0.0311853 | Time: 2261.82 ms [2022-03-15 07:46:53 main:581] : INFO : Epoch 1607 | loss: 0.0311097 | val_loss: 0.0311951 | Time: 2008.19 ms [2022-03-15 07:46:55 main:581] : INFO : Epoch 1608 | loss: 0.0311232 | val_loss: 0.0311901 | Time: 1998.55 ms [2022-03-15 07:46:57 main:581] : INFO : Epoch 1609 | loss: 0.0311257 | val_loss: 0.0311959 | Time: 1995.16 ms [2022-03-15 07:46:59 main:581] : INFO : Epoch 1610 | loss: 0.0311252 | val_loss: 0.0311856 | Time: 1994.39 ms [2022-03-15 07:47:02 main:581] : INFO : Epoch 1611 | loss: 0.0311208 | val_loss: 0.0311938 | Time: 2444.35 ms [2022-03-15 07:47:04 main:581] : INFO : Epoch 1612 | loss: 0.0311154 | val_loss: 0.0311863 | Time: 2836.29 ms [2022-03-15 07:47:06 main:581] : INFO : Epoch 1613 | loss: 0.0311114 | val_loss: 0.0312033 | Time: 1995.6 ms [2022-03-15 07:47:09 main:581] : INFO : Epoch 1614 | loss: 0.0311029 | val_loss: 0.0311974 | Time: 2091.16 ms [2022-03-15 07:47:11 main:581] : INFO : Epoch 1615 | loss: 0.0311039 | val_loss: 0.0311976 | Time: 2151.93 ms [2022-03-15 07:47:13 main:581] : INFO : Epoch 1616 | loss: 0.0311082 | val_loss: 0.0312 | Time: 2032.24 ms [2022-03-15 07:47:15 main:581] : INFO : Epoch 1617 | loss: 0.0311098 | val_loss: 0.0311984 | Time: 2003.74 ms [2022-03-15 07:47:17 main:581] : INFO : Epoch 1618 | loss: 0.0311161 | val_loss: 0.0312022 | Time: 1997.23 ms [2022-03-15 07:47:19 main:581] : INFO : Epoch 1619 | loss: 0.0311166 | val_loss: 0.0311963 | Time: 1994.42 ms [2022-03-15 07:47:21 main:581] : INFO : Epoch 1620 | loss: 0.0311106 | val_loss: 0.0311845 | Time: 2004.3 ms [2022-03-15 07:47:23 main:581] : INFO : Epoch 1621 | loss: 0.0311148 | val_loss: 0.0312075 | Time: 2035.71 ms [2022-03-15 07:47:25 main:581] : INFO : Epoch 1622 | loss: 0.0311074 | val_loss: 0.0311968 | Time: 1997.1 ms [2022-03-15 07:47:27 main:581] : INFO : Epoch 1623 | loss: 0.0311108 | val_loss: 0.0311979 | Time: 1994.6 ms [2022-03-15 07:47:29 main:581] : INFO : Epoch 1624 | loss: 0.0311063 | val_loss: 0.0311999 | Time: 2102.39 ms [2022-03-15 07:47:31 main:581] : INFO : Epoch 1625 | loss: 0.0311091 | val_loss: 0.0311946 | Time: 2015.81 ms [2022-03-15 07:47:33 main:581] : INFO : Epoch 1626 | loss: 0.0311098 | val_loss: 0.0312007 | Time: 2038.46 ms [2022-03-15 07:47:35 main:581] : INFO : Epoch 1627 | loss: 0.0311078 | val_loss: 0.0311941 | Time: 2043.53 ms [2022-03-15 07:47:37 main:581] : INFO : Epoch 1628 | loss: 0.0311031 | val_loss: 0.0312015 | Time: 2040.12 ms [2022-03-15 07:47:39 main:581] : INFO : Epoch 1629 | loss: 0.0311019 | val_loss: 0.0312002 | Time: 2040.63 ms [2022-03-15 07:47:41 main:581] : INFO : Epoch 1630 | loss: 0.0311151 | val_loss: 0.0311918 | Time: 2005.59 ms [2022-03-15 07:47:43 main:581] : INFO : Epoch 1631 | loss: 0.0311066 | val_loss: 0.0312058 | Time: 1997.02 ms [2022-03-15 07:47:45 main:581] : INFO : Epoch 1632 | loss: 0.0311071 | val_loss: 0.031204 | Time: 1993.71 ms [2022-03-15 07:47:47 main:581] : INFO : Epoch 1633 | loss: 0.0311049 | val_loss: 0.0312136 | Time: 2023.3 ms [2022-03-15 07:47:49 main:581] : INFO : Epoch 1634 | loss: 0.0311034 | val_loss: 0.0311963 | Time: 2013.31 ms [2022-03-15 07:47:51 main:581] : INFO : Epoch 1635 | loss: 0.0311053 | val_loss: 0.0312047 | Time: 2002.08 ms [2022-03-15 07:47:53 main:581] : INFO : Epoch 1636 | loss: 0.0311193 | val_loss: 0.0311858 | Time: 2073.74 ms [2022-03-15 07:47:55 main:581] : INFO : Epoch 1637 | loss: 0.0311121 | val_loss: 0.0312057 | Time: 2045.04 ms [2022-03-15 07:47:57 main:581] : INFO : Epoch 1638 | loss: 0.0311063 | val_loss: 0.0312057 | Time: 2102.29 ms [2022-03-15 07:47:59 main:581] : INFO : Epoch 1639 | loss: 0.0311032 | val_loss: 0.0311937 | Time: 2013.08 ms [2022-03-15 07:48:01 main:581] : INFO : Epoch 1640 | loss: 0.0311144 | val_loss: 0.0312046 | Time: 2027.75 ms [2022-03-15 07:48:03 main:581] : INFO : Epoch 1641 | loss: 0.0311201 | val_loss: 0.0312017 | Time: 1993.34 ms [2022-03-15 07:48:05 main:581] : INFO : Epoch 1642 | loss: 0.0311135 | val_loss: 0.0311961 | Time: 1992.37 ms [2022-03-15 07:48:07 main:581] : INFO : Epoch 1643 | loss: 0.0311116 | val_loss: 0.0311991 | Time: 1991.8 ms [2022-03-15 07:48:09 main:581] : INFO : Epoch 1644 | loss: 0.0311211 | val_loss: 0.0312027 | Time: 2006.8 ms [2022-03-15 07:48:11 main:581] : INFO : Epoch 1645 | loss: 0.0311086 | val_loss: 0.0312035 | Time: 2037.18 ms [2022-03-15 07:48:13 main:581] : INFO : Epoch 1646 | loss: 0.0311084 | val_loss: 0.0312161 | Time: 2036.23 ms [2022-03-15 07:48:15 main:581] : INFO : Epoch 1647 | loss: 0.0311075 | val_loss: 0.0311989 | Time: 2001.65 ms [2022-03-15 07:48:17 main:581] : INFO : Epoch 1648 | loss: 0.0311047 | val_loss: 0.0312012 | Time: 2003.09 ms [2022-03-15 07:48:19 main:581] : INFO : Epoch 1649 | loss: 0.0311054 | val_loss: 0.0312016 | Time: 2075.92 ms [2022-03-15 07:48:22 main:581] : INFO : Epoch 1650 | loss: 0.0311085 | val_loss: 0.0312118 | Time: 2047.07 ms [2022-03-15 07:48:24 main:581] : INFO : Epoch 1651 | loss: 0.0311068 | val_loss: 0.0312061 | Time: 2043.6 ms [2022-03-15 07:48:26 main:581] : INFO : Epoch 1652 | loss: 0.0311121 | val_loss: 0.0311913 | Time: 2006.13 ms [2022-03-15 07:48:28 main:581] : INFO : Epoch 1653 | loss: 0.0311318 | val_loss: 0.0311888 | Time: 2023.83 ms [2022-03-15 07:48:30 main:581] : INFO : Epoch 1654 | loss: 0.031127 | val_loss: 0.0312043 | Time: 2015.33 ms [2022-03-15 07:48:32 main:581] : INFO : Epoch 1655 | loss: 0.0311182 | val_loss: 0.0311905 | Time: 1999.37 ms [2022-03-15 07:48:34 main:581] : INFO : Epoch 1656 | loss: 0.0311174 | val_loss: 0.0311951 | Time: 1994.99 ms [2022-03-15 07:48:36 main:581] : INFO : Epoch 1657 | loss: 0.0311104 | val_loss: 0.0312037 | Time: 2036.99 ms [2022-03-15 07:48:38 main:581] : INFO : Epoch 1658 | loss: 0.0311091 | val_loss: 0.0312009 | Time: 2008.7 ms [2022-03-15 07:48:40 main:581] : INFO : Epoch 1659 | loss: 0.0311067 | val_loss: 0.0311996 | Time: 2009.66 ms [2022-03-15 07:48:42 main:581] : INFO : Epoch 1660 | loss: 0.0311045 | val_loss: 0.0312208 | Time: 2081.55 ms [2022-03-15 07:48:44 main:581] : INFO : Epoch 1661 | loss: 0.0311078 | val_loss: 0.0312076 | Time: 2041.62 ms [2022-03-15 07:48:46 main:581] : INFO : Epoch 1662 | loss: 0.0311047 | val_loss: 0.0312049 | Time: 2018.26 ms [2022-03-15 07:48:48 main:581] : INFO : Epoch 1663 | loss: 0.0310998 | val_loss: 0.0311991 | Time: 2093.19 ms [2022-03-15 07:48:50 main:581] : INFO : Epoch 1664 | loss: 0.0311057 | val_loss: 0.031202 | Time: 2003.17 ms [2022-03-15 07:48:52 main:581] : INFO : Epoch 1665 | loss: 0.0311026 | val_loss: 0.0312056 | Time: 1996.71 ms [2022-03-15 07:48:54 main:581] : INFO : Epoch 1666 | loss: 0.0311008 | val_loss: 0.0312082 | Time: 1993.16 ms [2022-03-15 07:48:56 main:581] : INFO : Epoch 1667 | loss: 0.0311194 | val_loss: 0.0311891 | Time: 1993.39 ms [2022-03-15 07:48:58 main:581] : INFO : Epoch 1668 | loss: 0.0311068 | val_loss: 0.0312129 | Time: 2039.37 ms [2022-03-15 07:49:00 main:581] : INFO : Epoch 1669 | loss: 0.0311045 | val_loss: 0.0312018 | Time: 2140.02 ms [2022-03-15 07:49:03 main:581] : INFO : Epoch 1670 | loss: 0.0311037 | val_loss: 0.0312091 | Time: 3041.19 ms [2022-03-15 07:49:05 main:581] : INFO : Epoch 1671 | loss: 0.0311021 | val_loss: 0.031215 | Time: 2348.63 ms [2022-03-15 07:49:07 main:581] : INFO : Epoch 1672 | loss: 0.0310999 | val_loss: 0.0312149 | Time: 2041.21 ms [2022-03-15 07:49:10 main:581] : INFO : Epoch 1673 | loss: 0.0311001 | val_loss: 0.0311923 | Time: 2045.44 ms [2022-03-15 07:49:12 main:581] : INFO : Epoch 1674 | loss: 0.0311014 | val_loss: 0.0312019 | Time: 2007.05 ms [2022-03-15 07:49:14 main:581] : INFO : Epoch 1675 | loss: 0.0311079 | val_loss: 0.0312119 | Time: 2037.39 ms [2022-03-15 07:49:16 main:581] : INFO : Epoch 1676 | loss: 0.0311174 | val_loss: 0.0311998 | Time: 2036.58 ms [2022-03-15 07:49:18 main:581] : INFO : Epoch 1677 | loss: 0.0311104 | val_loss: 0.0312012 | Time: 2008.05 ms [2022-03-15 07:49:20 main:581] : INFO : Epoch 1678 | loss: 0.0311063 | val_loss: 0.0311974 | Time: 1996.11 ms [2022-03-15 07:49:22 main:581] : INFO : Epoch 1679 | loss: 0.0311019 | val_loss: 0.0312083 | Time: 1996.07 ms [2022-03-15 07:49:24 main:581] : INFO : Epoch 1680 | loss: 0.0310977 | val_loss: 0.031211 | Time: 1991.92 ms [2022-03-15 07:49:26 main:581] : INFO : Epoch 1681 | loss: 0.0310968 | val_loss: 0.031217 | Time: 1991.78 ms [2022-03-15 07:49:28 main:581] : INFO : Epoch 1682 | loss: 0.031099 | val_loss: 0.0312072 | Time: 2038.34 ms [2022-03-15 07:49:30 main:581] : INFO : Epoch 1683 | loss: 0.0310941 | val_loss: 0.0312081 | Time: 2018.32 ms [2022-03-15 07:49:32 main:581] : INFO : Epoch 1684 | loss: 0.0310964 | val_loss: 0.0312068 | Time: 2066.18 ms [2022-03-15 07:49:34 main:581] : INFO : Epoch 1685 | loss: 0.0311034 | val_loss: 0.0312098 | Time: 2043.19 ms [2022-03-15 07:49:36 main:581] : INFO : Epoch 1686 | loss: 0.031101 | val_loss: 0.0312115 | Time: 2006.92 ms [2022-03-15 07:49:38 main:581] : INFO : Epoch 1687 | loss: 0.0311013 | val_loss: 0.0312032 | Time: 1999.26 ms [2022-03-15 07:49:40 main:581] : INFO : Epoch 1688 | loss: 0.031107 | val_loss: 0.0312119 | Time: 2038.53 ms [2022-03-15 07:49:42 main:581] : INFO : Epoch 1689 | loss: 0.0310987 | val_loss: 0.0312095 | Time: 2004.98 ms [2022-03-15 07:49:44 main:581] : INFO : Epoch 1690 | loss: 0.0310974 | val_loss: 0.0312027 | Time: 2039.53 ms [2022-03-15 07:49:46 main:581] : INFO : Epoch 1691 | loss: 0.0310938 | val_loss: 0.0312173 | Time: 2001.34 ms [2022-03-15 07:49:48 main:581] : INFO : Epoch 1692 | loss: 0.0310916 | val_loss: 0.0312187 | Time: 1995.62 ms [2022-03-15 07:49:50 main:581] : INFO : Epoch 1693 | loss: 0.0311032 | val_loss: 0.0312076 | Time: 2034.18 ms [2022-03-15 07:49:52 main:581] : INFO : Epoch 1694 | loss: 0.0311116 | val_loss: 0.0312078 | Time: 2009.16 ms [2022-03-15 07:49:54 main:581] : INFO : Epoch 1695 | loss: 0.0311052 | val_loss: 0.0311995 | Time: 2117.25 ms [2022-03-15 07:49:56 main:581] : INFO : Epoch 1696 | loss: 0.0311014 | val_loss: 0.0312073 | Time: 2012.1 ms [2022-03-15 07:49:58 main:581] : INFO : Epoch 1697 | loss: 0.0310939 | val_loss: 0.0312102 | Time: 2037.87 ms [2022-03-15 07:50:00 main:581] : INFO : Epoch 1698 | loss: 0.0310971 | val_loss: 0.0312123 | Time: 2163.93 ms [2022-03-15 07:50:03 main:581] : INFO : Epoch 1699 | loss: 0.0310975 | val_loss: 0.0312114 | Time: 3096.02 ms [2022-03-15 07:50:06 main:581] : INFO : Epoch 1700 | loss: 0.0311023 | val_loss: 0.0312144 | Time: 2213.33 ms [2022-03-15 07:50:08 main:581] : INFO : Epoch 1701 | loss: 0.0310964 | val_loss: 0.0312084 | Time: 1995.14 ms [2022-03-15 07:50:10 main:581] : INFO : Epoch 1702 | loss: 0.031092 | val_loss: 0.031214 | Time: 2138.3 ms [2022-03-15 07:50:12 main:581] : INFO : Epoch 1703 | loss: 0.0310928 | val_loss: 0.0312067 | Time: 2013.26 ms [2022-03-15 07:50:14 main:581] : INFO : Epoch 1704 | loss: 0.0310981 | val_loss: 0.0312242 | Time: 2032.42 ms [2022-03-15 07:50:16 main:581] : INFO : Epoch 1705 | loss: 0.0310974 | val_loss: 0.0312092 | Time: 2032.09 ms [2022-03-15 07:50:18 main:581] : INFO : Epoch 1706 | loss: 0.0310911 | val_loss: 0.0312088 | Time: 2007.94 ms [2022-03-15 07:50:20 main:581] : INFO : Epoch 1707 | loss: 0.0310887 | val_loss: 0.0312137 | Time: 2086.26 ms [2022-03-15 07:50:22 main:581] : INFO : Epoch 1708 | loss: 0.0310869 | val_loss: 0.0312157 | Time: 2018.83 ms [2022-03-15 07:50:24 main:581] : INFO : Epoch 1709 | loss: 0.031093 | val_loss: 0.0312115 | Time: 2000.03 ms [2022-03-15 07:50:26 main:581] : INFO : Epoch 1710 | loss: 0.0310927 | val_loss: 0.0312084 | Time: 1992.95 ms [2022-03-15 07:50:28 main:581] : INFO : Epoch 1711 | loss: 0.0310986 | val_loss: 0.0312225 | Time: 1993.15 ms [2022-03-15 07:50:30 main:581] : INFO : Epoch 1712 | loss: 0.0310945 | val_loss: 0.0312068 | Time: 2014.44 ms [2022-03-15 07:50:32 main:581] : INFO : Epoch 1713 | loss: 0.0310922 | val_loss: 0.0312228 | Time: 2026.95 ms [2022-03-15 07:50:34 main:581] : INFO : Epoch 1714 | loss: 0.0310891 | val_loss: 0.0312206 | Time: 2058.45 ms [2022-03-15 07:50:36 main:581] : INFO : Epoch 1715 | loss: 0.0310888 | val_loss: 0.0312145 | Time: 2022.56 ms [2022-03-15 07:50:38 main:581] : INFO : Epoch 1716 | loss: 0.0310966 | val_loss: 0.031212 | Time: 2066.29 ms [2022-03-15 07:50:40 main:581] : INFO : Epoch 1717 | loss: 0.031095 | val_loss: 0.0312196 | Time: 2015.74 ms [2022-03-15 07:50:42 main:581] : INFO : Epoch 1718 | loss: 0.03109 | val_loss: 0.0312082 | Time: 2044.27 ms [2022-03-15 07:50:44 main:581] : INFO : Epoch 1719 | loss: 0.0310943 | val_loss: 0.0312159 | Time: 2000.79 ms [2022-03-15 07:50:46 main:581] : INFO : Epoch 1720 | loss: 0.0310894 | val_loss: 0.0312063 | Time: 1993.5 ms [2022-03-15 07:50:48 main:581] : INFO : Epoch 1721 | loss: 0.0310898 | val_loss: 0.0312136 | Time: 1991.66 ms [2022-03-15 07:50:50 main:581] : INFO : Epoch 1722 | loss: 0.0311042 | val_loss: 0.0312096 | Time: 1991.05 ms [2022-03-15 07:50:52 main:581] : INFO : Epoch 1723 | loss: 0.0311051 | val_loss: 0.0312025 | Time: 1993.65 ms [2022-03-15 07:50:54 main:581] : INFO : Epoch 1724 | loss: 0.0311006 | val_loss: 0.0312126 | Time: 1996.64 ms [2022-03-15 07:50:56 main:581] : INFO : Epoch 1725 | loss: 0.0310915 | val_loss: 0.0312052 | Time: 2186.19 ms [2022-03-15 07:50:58 main:581] : INFO : Epoch 1726 | loss: 0.0310968 | val_loss: 0.0312201 | Time: 2046.93 ms [2022-03-15 07:51:01 main:581] : INFO : Epoch 1727 | loss: 0.0311015 | val_loss: 0.0312128 | Time: 2237.05 ms [2022-03-15 07:51:03 main:581] : INFO : Epoch 1728 | loss: 0.0310953 | val_loss: 0.0312057 | Time: 2589.85 ms [2022-03-15 07:51:05 main:581] : INFO : Epoch 1729 | loss: 0.0311047 | val_loss: 0.0312164 | Time: 2009.49 ms [2022-03-15 07:51:07 main:581] : INFO : Epoch 1730 | loss: 0.031101 | val_loss: 0.0312103 | Time: 2039.23 ms [2022-03-15 07:51:09 main:581] : INFO : Epoch 1731 | loss: 0.0310932 | val_loss: 0.0312095 | Time: 2001.79 ms [2022-03-15 07:51:11 main:581] : INFO : Epoch 1732 | loss: 0.0310898 | val_loss: 0.0312206 | Time: 2019.76 ms [2022-03-15 07:51:13 main:581] : INFO : Epoch 1733 | loss: 0.0310938 | val_loss: 0.0312165 | Time: 2058.72 ms [2022-03-15 07:51:15 main:581] : INFO : Epoch 1734 | loss: 0.0310877 | val_loss: 0.0312191 | Time: 2006.05 ms [2022-03-15 07:51:17 main:581] : INFO : Epoch 1735 | loss: 0.0310902 | val_loss: 0.0312108 | Time: 1999.28 ms [2022-03-15 07:51:19 main:581] : INFO : Epoch 1736 | loss: 0.0310961 | val_loss: 0.0312278 | Time: 1994.72 ms [2022-03-15 07:51:21 main:581] : INFO : Epoch 1737 | loss: 0.0310884 | val_loss: 0.0312111 | Time: 1995.83 ms [2022-03-15 07:51:23 main:581] : INFO : Epoch 1738 | loss: 0.0310868 | val_loss: 0.0312082 | Time: 2036.02 ms [2022-03-15 07:51:25 main:581] : INFO : Epoch 1739 | loss: 0.03109 | val_loss: 0.0312163 | Time: 2041.38 ms [2022-03-15 07:51:27 main:581] : INFO : Epoch 1740 | loss: 0.0310847 | val_loss: 0.0312171 | Time: 2027.01 ms [2022-03-15 07:51:29 main:581] : INFO : Epoch 1741 | loss: 0.0310867 | val_loss: 0.0312204 | Time: 2090.19 ms [2022-03-15 07:51:32 main:581] : INFO : Epoch 1742 | loss: 0.0310891 | val_loss: 0.0312416 | Time: 2028.04 ms [2022-03-15 07:51:34 main:581] : INFO : Epoch 1743 | loss: 0.0310959 | val_loss: 0.0312097 | Time: 2028.51 ms [2022-03-15 07:51:36 main:581] : INFO : Epoch 1744 | loss: 0.0310896 | val_loss: 0.0312318 | Time: 2013.88 ms [2022-03-15 07:51:38 main:581] : INFO : Epoch 1745 | loss: 0.0310928 | val_loss: 0.0312189 | Time: 1996.76 ms [2022-03-15 07:51:40 main:581] : INFO : Epoch 1746 | loss: 0.031097 | val_loss: 0.0312171 | Time: 1994.76 ms [2022-03-15 07:51:42 main:581] : INFO : Epoch 1747 | loss: 0.0310912 | val_loss: 0.03121 | Time: 2001.49 ms [2022-03-15 07:51:44 main:581] : INFO : Epoch 1748 | loss: 0.0310863 | val_loss: 0.0312173 | Time: 2038.31 ms [2022-03-15 07:51:46 main:581] : INFO : Epoch 1749 | loss: 0.0310839 | val_loss: 0.0312268 | Time: 2000.24 ms [2022-03-15 07:51:48 main:581] : INFO : Epoch 1750 | loss: 0.0310885 | val_loss: 0.0312219 | Time: 2042.82 ms [2022-03-15 07:51:50 main:581] : INFO : Epoch 1751 | loss: 0.0311078 | val_loss: 0.0312018 | Time: 2039.4 ms [2022-03-15 07:51:52 main:581] : INFO : Epoch 1752 | loss: 0.0310964 | val_loss: 0.0312192 | Time: 2042.29 ms [2022-03-15 07:51:54 main:581] : INFO : Epoch 1753 | loss: 0.0310902 | val_loss: 0.0312277 | Time: 2004.41 ms [2022-03-15 07:51:56 main:581] : INFO : Epoch 1754 | loss: 0.0310866 | val_loss: 0.0312138 | Time: 2041.02 ms [2022-03-15 07:51:58 main:581] : INFO : Epoch 1755 | loss: 0.0310919 | val_loss: 0.0312197 | Time: 2004.29 ms [2022-03-15 07:52:00 main:581] : INFO : Epoch 1756 | loss: 0.0310904 | val_loss: 0.0312272 | Time: 2021.35 ms [2022-03-15 07:52:03 main:581] : INFO : Epoch 1757 | loss: 0.0310856 | val_loss: 0.0312103 | Time: 2981.77 ms [2022-03-15 07:52:06 main:581] : INFO : Epoch 1758 | loss: 0.031089 | val_loss: 0.0312221 | Time: 3054.09 ms [2022-03-15 07:52:09 main:581] : INFO : Epoch 1759 | loss: 0.0310875 | val_loss: 0.0312253 | Time: 3118.84 ms [2022-03-15 07:52:12 main:581] : INFO : Epoch 1760 | loss: 0.0310855 | val_loss: 0.0312101 | Time: 3146.3 ms [2022-03-15 07:52:15 main:581] : INFO : Epoch 1761 | loss: 0.0310849 | val_loss: 0.0312116 | Time: 3230.65 ms [2022-03-15 07:52:18 main:581] : INFO : Epoch 1762 | loss: 0.0310881 | val_loss: 0.0312148 | Time: 2527.85 ms [2022-03-15 07:52:20 main:581] : INFO : Epoch 1763 | loss: 0.0310922 | val_loss: 0.0312102 | Time: 2023.7 ms [2022-03-15 07:52:22 main:581] : INFO : Epoch 1764 | loss: 0.0310858 | val_loss: 0.0312215 | Time: 1999.11 ms [2022-03-15 07:52:24 main:581] : INFO : Epoch 1765 | loss: 0.0310821 | val_loss: 0.0312171 | Time: 2031.8 ms [2022-03-15 07:52:26 main:581] : INFO : Epoch 1766 | loss: 0.0310845 | val_loss: 0.0312158 | Time: 2048.63 ms SIGSEGV: segmentation violation Stack trace (33 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55f55bceff9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fafad1c9730] /lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7faf2eae3d57] /lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7faf2eae3eba] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55f55bcebb25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55f55bcebbee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fafad1c9730] ./libcudnn_adv_infer.so.8(+0x77dc5)[0x7fae93487dc5] ./libcudnn_adv_infer.so.8(+0xe89f)[0x7fae9341e89f] ./libcudnn_adv_infer.so.8(_Z18RNN_forwardGenericP12cudnnContextP14cudnnRNNStructiPKP17cudnnTensorStructPKvS4_S8_S4_S8_P17cudnnFilterStructS8_S6_PvS4_SB_S4_SB_SB_mSB_m18cudnnForwardMode_t+0x5d7)[0x7fae934628c7] ./libcudnn_adv_train.so.8(cudnnRNNForwardTraining+0x20e)[0x7fae7e61661e] ./libtorch_cuda.so(_ZN2at6native10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS1_EElS3_S3_S3_lllbdbbNS5_IlEES3_+0x2214)[0x7faf2f8b1a64] ./libtorch_cuda.so(+0x85face)[0x7faf2f8fbace] ./libtorch_cuda.so(+0x895988)[0x7faf2f931988] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fafa7e6a51c] ./libtorch_cpu.so(+0x21cf2d4)[0x7fafa92342d4] ./libtorch_cpu.so(+0x21edb28)[0x7fafa9252b28] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fafa7e6a51c] ./libtorch_cuda.so(+0x80f0fd)[0x7faf2f8ab0fd] ./libtorch_cuda.so(+0x80fb0a)[0x7faf2f8abb0a] ./libtorch_cpu.so(+0x97fe93)[0x7fafa79e4e93] ./libtorch_cpu.so(_ZN2at6native3gruERKNS_6TensorES3_N3c108ArrayRefIS1_EEbldbbb+0xea)[0x7fafa79c89ba] ./libtorch_cpu.so(+0xeb0a96)[0x7fafa7f15a96] ./libtorch_cpu.so(+0x22e3c92)[0x7fafa9348c92] ./libtorch_cpu.so(+0xedd579)[0x7fafa7f42579] ./libtorch_cpu.so(_ZN2at3gruERKNS_6TensorES2_N3c108ArrayRefIS0_EEbldbbb+0x1b1)[0x7fafa7e47ee1] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl14forward_helperERKN2at6TensorES5_S5_lS3_+0x43a)[0x7fafa9db14ca] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl7forwardERKN2at6TensorES3_+0xb0)[0x7fafa9db1630] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x92fa8)[0x55f55ba04fa8] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a0e6)[0x55f55ba0c0e6] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x55f55b9fcd10] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7faf2eace09b] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x55f55b9f875a] 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: NVIDIA GeForce GTX 1660 Ti) [2022-03-15 08:45:02 main:442] : INFO : Set logging level to 1 [2022-03-15 08:45:02 main:448] : INFO : Running in BOINC Client mode [2022-03-15 08:45:02 main:451] : INFO : Resolving all filenames [2022-03-15 08:45:02 main:459] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-15 08:45:02 main:459] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-15 08:45:02 main:459] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-15 08:45:02 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-15 08:45:02 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-15 08:45:02 main:479] : INFO : Dataset filename: dataset.hdf5 [2022-03-15 08:45:02 main:481] : INFO : Configuration: [2022-03-15 08:45:02 main:482] : INFO : Model type: GRU [2022-03-15 08:45:02 main:483] : INFO : Validation Loss Threshold: 0.0001 [2022-03-15 08:45:02 main:484] : INFO : Max Epochs: 2048 [2022-03-15 08:45:02 main:485] : INFO : Batch Size: 128 [2022-03-15 08:45:02 main:486] : INFO : Learning Rate: 0.01 [2022-03-15 08:45:02 main:487] : INFO : Patience: 10 [2022-03-15 08:45:02 main:488] : INFO : Hidden Width: 12 [2022-03-15 08:45:02 main:489] : INFO : # Recurrent Layers: 4 [2022-03-15 08:45:02 main:490] : INFO : # Backend Layers: 4 [2022-03-15 08:45:02 main:491] : INFO : # Threads: 1 [2022-03-15 08:45:02 main:493] : INFO : Preparing Dataset [2022-03-15 08:45:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-15 08:45:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-15 08:45:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-15 08:45:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-15 08:45:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-15 08:45:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-15 08:45:03 main:501] : INFO : Creating Model [2022-03-15 08:45:03 main:514] : INFO : Preparing config file [2022-03-15 08:45:03 main:518] : INFO : Found checkpoint, attempting to load... [2022-03-15 08:45:03 main:519] : INFO : Loading config [2022-03-15 08:45:04 main:521] : INFO : Loading state [2022-03-15 08:45:04 main:566] : INFO : Loading DataLoader into Memory [2022-03-15 08:45:04 main:569] : INFO : Starting Training [2022-03-15 08:45:07 main:581] : INFO : Epoch 1764 | loss: 0.0311814 | val_loss: 0.0312192 | Time: 3076.09 ms [2022-03-15 08:45:09 main:581] : INFO : Epoch 1765 | loss: 0.031111 | val_loss: 0.0312116 | Time: 2031.09 ms [2022-03-15 08:45:11 main:581] : INFO : Epoch 1766 | loss: 0.0310975 | val_loss: 0.031204 | Time: 2115.24 ms [2022-03-15 08:45:13 main:581] : INFO : Epoch 1767 | loss: 0.0310882 | val_loss: 0.0312218 | Time: 2049.39 ms [2022-03-15 08:45:15 main:581] : INFO : Epoch 1768 | loss: 0.0310865 | val_loss: 0.0312129 | Time: 2045.57 ms [2022-03-15 08:45:17 main:581] : INFO : Epoch 1769 | loss: 0.0310904 | val_loss: 0.0312086 | Time: 2017.13 ms [2022-03-15 08:45:19 main:581] : INFO : Epoch 1770 | loss: 0.0310889 | val_loss: 0.0312185 | Time: 2015.61 ms [2022-03-15 08:45:21 main:581] : INFO : Epoch 1771 | loss: 0.0310868 | val_loss: 0.0312219 | Time: 2012.7 ms [2022-03-15 08:45:23 main:581] : INFO : Epoch 1772 | loss: 0.031084 | val_loss: 0.0312172 | Time: 2016.38 ms [2022-03-15 08:45:25 main:581] : INFO : Epoch 1773 | loss: 0.0310827 | val_loss: 0.0312265 | Time: 2019.62 ms [2022-03-15 08:45:28 main:581] : INFO : Epoch 1774 | loss: 0.0310877 | val_loss: 0.0312075 | Time: 2106.07 ms [2022-03-15 08:45:30 main:581] : INFO : Epoch 1775 | loss: 0.0310903 | val_loss: 0.0312088 | Time: 2115.9 ms [2022-03-15 08:45:32 main:581] : INFO : Epoch 1776 | loss: 0.0310841 | val_loss: 0.0312307 | Time: 2035.19 ms [2022-03-15 08:45:34 main:581] : INFO : Epoch 1777 | loss: 0.0310776 | val_loss: 0.0312272 | Time: 2022.4 ms [2022-03-15 08:45:36 main:581] : INFO : Epoch 1778 | loss: 0.0310783 | val_loss: 0.0312118 | Time: 2043.43 ms [2022-03-15 08:45:38 main:581] : INFO : Epoch 1779 | loss: 0.0310911 | val_loss: 0.0312311 | Time: 2039.78 ms [2022-03-15 08:45:40 main:581] : INFO : Epoch 1780 | loss: 0.0310781 | val_loss: 0.0312188 | Time: 2019.28 ms [2022-03-15 08:45:42 main:581] : INFO : Epoch 1781 | loss: 0.0310765 | val_loss: 0.0312352 | Time: 2059.54 ms [2022-03-15 08:45:44 main:581] : INFO : Epoch 1782 | loss: 0.0310753 | val_loss: 0.0312177 | Time: 2087.41 ms [2022-03-15 08:45:46 main:581] : INFO : Epoch 1783 | loss: 0.0310748 | val_loss: 0.0312278 | Time: 2521.76 ms [2022-03-15 08:45:49 main:581] : INFO : Epoch 1784 | loss: 0.0310744 | val_loss: 0.0312318 | Time: 2522.42 ms [2022-03-15 08:45:51 main:581] : INFO : Epoch 1785 | loss: 0.0310758 | val_loss: 0.0312219 | Time: 2006.69 ms [2022-03-15 08:45:53 main:581] : INFO : Epoch 1786 | loss: 0.0310797 | val_loss: 0.0312371 | Time: 2022.64 ms [2022-03-15 08:45:55 main:581] : INFO : Epoch 1787 | loss: 0.0310788 | val_loss: 0.0312208 | Time: 1991.76 ms [2022-03-15 08:45:57 main:581] : INFO : Epoch 1788 | loss: 0.031075 | val_loss: 0.0312244 | Time: 1991.26 ms [2022-03-15 08:45:59 main:581] : INFO : Epoch 1789 | loss: 0.0310744 | val_loss: 0.0312356 | Time: 1986.89 ms [2022-03-15 08:46:01 main:581] : INFO : Epoch 1790 | loss: 0.0310717 | val_loss: 0.0312316 | Time: 2307.39 ms [2022-03-15 08:46:04 main:581] : INFO : Epoch 1791 | loss: 0.0310739 | val_loss: 0.0312295 | Time: 3021.98 ms [2022-03-15 08:46:06 main:581] : INFO : Epoch 1792 | loss: 0.0310755 | val_loss: 0.0312325 | Time: 2019.29 ms [2022-03-15 08:46:08 main:581] : INFO : Epoch 1793 | loss: 0.0310742 | val_loss: 0.0312231 | Time: 2019.69 ms [2022-03-15 08:46:10 main:581] : INFO : Epoch 1794 | loss: 0.0310761 | val_loss: 0.0312281 | Time: 2017.57 ms [2022-03-15 08:46:12 main:581] : INFO : Epoch 1795 | loss: 0.0310702 | val_loss: 0.0312365 | Time: 2035.96 ms [2022-03-15 08:46:14 main:581] : INFO : Epoch 1796 | loss: 0.031077 | val_loss: 0.0312232 | Time: 1998.5 ms [2022-03-15 08:46:16 main:581] : INFO : Epoch 1797 | loss: 0.0310746 | val_loss: 0.0312243 | Time: 2033 ms [2022-03-15 08:46:18 main:581] : INFO : Epoch 1798 | loss: 0.0310768 | val_loss: 0.0312384 | Time: 1998.39 ms [2022-03-15 08:46:20 main:581] : INFO : Epoch 1799 | loss: 0.0310727 | val_loss: 0.0312336 | Time: 1989.86 ms [2022-03-15 08:46:22 main:581] : INFO : Epoch 1800 | loss: 0.0310774 | val_loss: 0.031231 | Time: 1990.31 ms [2022-03-15 08:46:24 main:581] : INFO : Epoch 1801 | loss: 0.0310749 | val_loss: 0.0312278 | Time: 2032.95 ms [2022-03-15 08:46:27 main:581] : INFO : Epoch 1802 | loss: 0.0310712 | val_loss: 0.0312339 | Time: 2035.08 ms [2022-03-15 08:46:29 main:581] : INFO : Epoch 1803 | loss: 0.0310795 | val_loss: 0.0312252 | Time: 2034.02 ms [2022-03-15 08:46:31 main:581] : INFO : Epoch 1804 | loss: 0.0310785 | val_loss: 0.0312212 | Time: 2006.89 ms [2022-03-15 08:46:33 main:581] : INFO : Epoch 1805 | loss: 0.0310777 | val_loss: 0.0312237 | Time: 1998.6 ms [2022-03-15 08:46:35 main:581] : INFO : Epoch 1806 | loss: 0.03108 | val_loss: 0.0312337 | Time: 2064.02 ms [2022-03-15 08:46:37 main:581] : INFO : Epoch 1807 | loss: 0.0310752 | val_loss: 0.0312391 | Time: 2006.48 ms [2022-03-15 08:46:39 main:581] : INFO : Epoch 1808 | loss: 0.0310715 | val_loss: 0.0312219 | Time: 2001.8 ms [2022-03-15 08:46:41 main:581] : INFO : Epoch 1809 | loss: 0.0310741 | val_loss: 0.0312325 | Time: 2031.5 ms [2022-03-15 08:46:43 main:581] : INFO : Epoch 1810 | loss: 0.031072 | val_loss: 0.0312312 | Time: 1992.85 ms [2022-03-15 08:46:45 main:581] : INFO : Epoch 1811 | loss: 0.0310714 | val_loss: 0.0312373 | Time: 1997.32 ms [2022-03-15 08:46:47 main:581] : INFO : Epoch 1812 | loss: 0.0310719 | val_loss: 0.0312392 | Time: 2034.96 ms [2022-03-15 08:46:49 main:581] : INFO : Epoch 1813 | loss: 0.0310705 | val_loss: 0.0312283 | Time: 1995.69 ms [2022-03-15 08:46:51 main:581] : INFO : Epoch 1814 | loss: 0.0310747 | val_loss: 0.0312147 | Time: 2005.58 ms [2022-03-15 08:46:53 main:581] : INFO : Epoch 1815 | loss: 0.0310688 | val_loss: 0.0312383 | Time: 2057.71 ms [2022-03-15 08:46:55 main:581] : INFO : Epoch 1816 | loss: 0.0310655 | val_loss: 0.0312284 | Time: 2109.31 ms [2022-03-15 08:46:57 main:581] : INFO : Epoch 1817 | loss: 0.0310726 | val_loss: 0.0312574 | Time: 2003.83 ms [2022-03-15 08:46:59 main:581] : INFO : Epoch 1818 | loss: 0.0310956 | val_loss: 0.0312085 | Time: 2003.05 ms [2022-03-15 08:47:01 main:581] : INFO : Epoch 1819 | loss: 0.0310916 | val_loss: 0.0312237 | Time: 2122.69 ms [2022-03-15 08:47:03 main:581] : INFO : Epoch 1820 | loss: 0.0310806 | val_loss: 0.0312138 | Time: 2032.5 ms [2022-03-15 08:47:05 main:581] : INFO : Epoch 1821 | loss: 0.0310713 | val_loss: 0.0312391 | Time: 1996.47 ms [2022-03-15 08:47:07 main:581] : INFO : Epoch 1822 | loss: 0.031073 | val_loss: 0.0312417 | Time: 2005.94 ms [2022-03-15 08:47:09 main:581] : INFO : Epoch 1823 | loss: 0.0310758 | val_loss: 0.0312264 | Time: 2028 ms [2022-03-15 08:47:11 main:581] : INFO : Epoch 1824 | loss: 0.0310779 | val_loss: 0.0312386 | Time: 1996.93 ms [2022-03-15 08:47:13 main:581] : INFO : Epoch 1825 | loss: 0.0310785 | val_loss: 0.0312324 | Time: 2033.85 ms [2022-03-15 08:47:15 main:581] : INFO : Epoch 1826 | loss: 0.0310708 | val_loss: 0.0312408 | Time: 1996.19 ms [2022-03-15 08:47:17 main:581] : INFO : Epoch 1827 | loss: 0.0310714 | val_loss: 0.0312372 | Time: 1989.37 ms [2022-03-15 08:47:19 main:581] : INFO : Epoch 1828 | loss: 0.0310695 | val_loss: 0.0312425 | Time: 2026.72 ms [2022-03-15 08:47:21 main:581] : INFO : Epoch 1829 | loss: 0.0310701 | val_loss: 0.0312234 | Time: 2042.69 ms [2022-03-15 08:47:23 main:581] : INFO : Epoch 1830 | loss: 0.0310725 | val_loss: 0.0312389 | Time: 2033.55 ms [2022-03-15 08:47:25 main:581] : INFO : Epoch 1831 | loss: 0.0310627 | val_loss: 0.0312307 | Time: 1997.23 ms [2022-03-15 08:47:27 main:581] : INFO : Epoch 1832 | loss: 0.031072 | val_loss: 0.0312357 | Time: 1994.22 ms [2022-03-15 08:47:29 main:581] : INFO : Epoch 1833 | loss: 0.0310672 | val_loss: 0.0312336 | Time: 2232.21 ms [2022-03-15 08:47:31 main:581] : INFO : Epoch 1834 | loss: 0.0310807 | val_loss: 0.0312294 | Time: 2065.75 ms [2022-03-15 08:47:33 main:581] : INFO : Epoch 1835 | loss: 0.0310762 | val_loss: 0.0312197 | Time: 1994.9 ms [2022-03-15 08:47:35 main:581] : INFO : Epoch 1836 | loss: 0.031071 | val_loss: 0.0312387 | Time: 1996.23 ms [2022-03-15 08:47:37 main:581] : INFO : Epoch 1837 | loss: 0.0310813 | val_loss: 0.0312338 | Time: 1992.07 ms [2022-03-15 08:47:39 main:581] : INFO : Epoch 1838 | loss: 0.0310779 | val_loss: 0.0312233 | Time: 2033.53 ms [2022-03-15 08:47:41 main:581] : INFO : Epoch 1839 | loss: 0.0310754 | val_loss: 0.0312362 | Time: 1993.23 ms [2022-03-15 08:47:43 main:581] : INFO : Epoch 1840 | loss: 0.0310733 | val_loss: 0.0312382 | Time: 1990.52 ms [2022-03-15 08:47:45 main:581] : INFO : Epoch 1841 | loss: 0.0310739 | val_loss: 0.0312333 | Time: 2033.64 ms [2022-03-15 08:47:47 main:581] : INFO : Epoch 1842 | loss: 0.0310762 | val_loss: 0.0312193 | Time: 1994.95 ms [2022-03-15 08:47:49 main:581] : INFO : Epoch 1843 | loss: 0.0310742 | val_loss: 0.031245 | Time: 1993.68 ms [2022-03-15 08:47:52 main:581] : INFO : Epoch 1844 | loss: 0.0310676 | val_loss: 0.0312349 | Time: 2033.55 ms [2022-03-15 08:47:54 main:581] : INFO : Epoch 1845 | loss: 0.0310722 | val_loss: 0.031218 | Time: 2001.38 ms [2022-03-15 08:47:56 main:581] : INFO : Epoch 1846 | loss: 0.031073 | val_loss: 0.0312297 | Time: 2091.72 ms [2022-03-15 08:47:58 main:581] : INFO : Epoch 1847 | loss: 0.031077 | val_loss: 0.0312213 | Time: 2032.74 ms [2022-03-15 08:48:00 main:581] : INFO : Epoch 1848 | loss: 0.0310771 | val_loss: 0.0312595 | Time: 2089.48 ms [2022-03-15 08:48:02 main:581] : INFO : Epoch 1849 | loss: 0.03109 | val_loss: 0.0312186 | Time: 2053.14 ms [2022-03-15 08:48:04 main:581] : INFO : Epoch 1850 | loss: 0.0310919 | val_loss: 0.0312171 | Time: 1994.49 ms [2022-03-15 08:48:06 main:581] : INFO : Epoch 1851 | loss: 0.0310753 | val_loss: 0.0312356 | Time: 2005.97 ms [2022-03-15 08:48:08 main:581] : INFO : Epoch 1852 | loss: 0.0310701 | val_loss: 0.0312381 | Time: 2027.12 ms [2022-03-15 08:48:10 main:581] : INFO : Epoch 1853 | loss: 0.0310695 | val_loss: 0.0312231 | Time: 1992.57 ms [2022-03-15 08:48:12 main:581] : INFO : Epoch 1854 | loss: 0.0310764 | val_loss: 0.0312293 | Time: 1988.3 ms [2022-03-15 08:48:14 main:581] : INFO : Epoch 1855 | loss: 0.031076 | val_loss: 0.0312273 | Time: 2069.24 ms [2022-03-15 08:48:16 main:581] : INFO : Epoch 1856 | loss: 0.031076 | val_loss: 0.0312234 | Time: 2005.63 ms [2022-03-15 08:48:18 main:581] : INFO : Epoch 1857 | loss: 0.0310764 | val_loss: 0.0312316 | Time: 2013.72 ms [2022-03-15 08:48:20 main:581] : INFO : Epoch 1858 | loss: 0.0310742 | val_loss: 0.0312292 | Time: 2102.93 ms [2022-03-15 08:48:22 main:581] : INFO : Epoch 1859 | loss: 0.0310737 | val_loss: 0.0312379 | Time: 1998 ms [2022-03-15 08:48:24 main:581] : INFO : Epoch 1860 | loss: 0.0310768 | val_loss: 0.0312185 | Time: 1997.23 ms [2022-03-15 08:48:26 main:581] : INFO : Epoch 1861 | loss: 0.0310785 | val_loss: 0.0312166 | Time: 2081.45 ms [2022-03-15 08:48:28 main:581] : INFO : Epoch 1862 | loss: 0.0310731 | val_loss: 0.0312336 | Time: 2001.14 ms [2022-03-15 08:48:30 main:581] : INFO : Epoch 1863 | loss: 0.0310716 | val_loss: 0.0312427 | Time: 1995.63 ms [2022-03-15 08:48:32 main:581] : INFO : Epoch 1864 | loss: 0.0310692 | val_loss: 0.0312182 | Time: 1987.66 ms [2022-03-15 08:48:34 main:581] : INFO : Epoch 1865 | loss: 0.0310735 | val_loss: 0.0312268 | Time: 1989.56 ms [2022-03-15 08:48:36 main:581] : INFO : Epoch 1866 | loss: 0.0310798 | val_loss: 0.0312323 | Time: 2014.46 ms [2022-03-15 08:48:38 main:581] : INFO : Epoch 1867 | loss: 0.031077 | val_loss: 0.0312239 | Time: 2012.99 ms [2022-03-15 08:48:40 main:581] : INFO : Epoch 1868 | loss: 0.0310749 | val_loss: 0.0312284 | Time: 1996.04 ms [2022-03-15 08:48:42 main:581] : INFO : Epoch 1869 | loss: 0.0310719 | val_loss: 0.0312343 | Time: 2171.51 ms [2022-03-15 08:48:44 main:581] : INFO : Epoch 1870 | loss: 0.0310709 | val_loss: 0.0312388 | Time: 2063.58 ms [2022-03-15 08:48:46 main:581] : INFO : Epoch 1871 | loss: 0.0310708 | val_loss: 0.0312217 | Time: 2023.99 ms [2022-03-15 08:48:48 main:581] : INFO : Epoch 1872 | loss: 0.0310762 | val_loss: 0.0312431 | Time: 1998.51 ms [2022-03-15 08:48:50 main:581] : INFO : Epoch 1873 | loss: 0.0310736 | val_loss: 0.0312196 | Time: 1994.43 ms [2022-03-15 08:48:52 main:581] : INFO : Epoch 1874 | loss: 0.0310824 | val_loss: 0.0312233 | Time: 1988.99 ms [2022-03-15 08:48:54 main:581] : INFO : Epoch 1875 | loss: 0.0310747 | val_loss: 0.0312229 | Time: 1989.87 ms [2022-03-15 08:48:56 main:581] : INFO : Epoch 1876 | loss: 0.0310771 | val_loss: 0.0312356 | Time: 2027.12 ms [2022-03-15 08:48:58 main:581] : INFO : Epoch 1877 | loss: 0.0310701 | val_loss: 0.0312448 | Time: 2001.63 ms [2022-03-15 08:49:00 main:581] : INFO : Epoch 1878 | loss: 0.031074 | val_loss: 0.0312219 | Time: 2145.45 ms [2022-03-15 08:49:03 main:581] : INFO : Epoch 1879 | loss: 0.0310806 | val_loss: 0.0312117 | Time: 2053.24 ms [2022-03-15 08:49:05 main:581] : INFO : Epoch 1880 | loss: 0.0310813 | val_loss: 0.0312509 | Time: 2236.52 ms [2022-03-15 08:49:07 main:581] : INFO : Epoch 1881 | loss: 0.0310734 | val_loss: 0.03122 | Time: 2056.53 ms [2022-03-15 08:49:09 main:581] : INFO : Epoch 1882 | loss: 0.0310699 | val_loss: 0.0312267 | Time: 2011.45 ms [2022-03-15 08:49:11 main:581] : INFO : Epoch 1883 | loss: 0.0310673 | val_loss: 0.0312273 | Time: 2053.28 ms [2022-03-15 08:49:13 main:581] : INFO : Epoch 1884 | loss: 0.0310757 | val_loss: 0.0312257 | Time: 1988.89 ms [2022-03-15 08:49:15 main:581] : INFO : Epoch 1885 | loss: 0.0310712 | val_loss: 0.0312333 | Time: 1989.19 ms [2022-03-15 08:49:17 main:581] : INFO : Epoch 1886 | loss: 0.0310716 | val_loss: 0.0312433 | Time: 2000.7 ms [2022-03-15 08:49:19 main:581] : INFO : Epoch 1887 | loss: 0.0310684 | val_loss: 0.031247 | Time: 2023.31 ms [2022-03-15 08:49:21 main:581] : INFO : Epoch 1888 | loss: 0.0310692 | val_loss: 0.0312222 | Time: 2034.39 ms [2022-03-15 08:49:23 main:581] : INFO : Epoch 1889 | loss: 0.0310793 | val_loss: 0.0312185 | Time: 2000.63 ms [2022-03-15 08:49:25 main:581] : INFO : Epoch 1890 | loss: 0.0310729 | val_loss: 0.031213 | Time: 2031.39 ms [2022-03-15 08:49:27 main:581] : INFO : Epoch 1891 | loss: 0.0310838 | val_loss: 0.0312263 | Time: 2035.37 ms [2022-03-15 08:49:29 main:581] : INFO : Epoch 1892 | loss: 0.0310881 | val_loss: 0.031221 | Time: 2032.89 ms [2022-03-15 08:49:31 main:581] : INFO : Epoch 1893 | loss: 0.0310714 | val_loss: 0.0312244 | Time: 2034.17 ms [2022-03-15 08:49:33 main:581] : INFO : Epoch 1894 | loss: 0.0310696 | val_loss: 0.031223 | Time: 1999.12 ms [2022-03-15 08:49:35 main:581] : INFO : Epoch 1895 | loss: 0.0310736 | val_loss: 0.0312241 | Time: 1991.64 ms [2022-03-15 08:49:37 main:581] : INFO : Epoch 1896 | loss: 0.031091 | val_loss: 0.0312234 | Time: 1987.31 ms [2022-03-15 08:49:39 main:581] : INFO : Epoch 1897 | loss: 0.0310762 | val_loss: 0.0312268 | Time: 1984.77 ms [2022-03-15 08:49:41 main:581] : INFO : Epoch 1898 | loss: 0.0310668 | val_loss: 0.0312346 | Time: 1988.39 ms [2022-03-15 08:49:43 main:581] : INFO : Epoch 1899 | loss: 0.0310688 | val_loss: 0.0312245 | Time: 2311.48 ms [2022-03-15 08:49:45 main:581] : INFO : Epoch 1900 | loss: 0.0310703 | val_loss: 0.0312377 | Time: 2003.89 ms [2022-03-15 08:49:47 main:581] : INFO : Epoch 1901 | loss: 0.0310725 | val_loss: 0.0312189 | Time: 2016.02 ms [2022-03-15 08:49:49 main:581] : INFO : Epoch 1902 | loss: 0.0310836 | val_loss: 0.0312317 | Time: 2035.08 ms [2022-03-15 08:49:51 main:581] : INFO : Epoch 1903 | loss: 0.0310793 | val_loss: 0.0312324 | Time: 2055.74 ms [2022-03-15 08:49:53 main:581] : INFO : Epoch 1904 | loss: 0.0310684 | val_loss: 0.0312273 | Time: 1999.64 ms [2022-03-15 08:49:55 main:581] : INFO : Epoch 1905 | loss: 0.0310626 | val_loss: 0.031241 | Time: 1993.46 ms [2022-03-15 08:49:57 main:581] : INFO : Epoch 1906 | loss: 0.0310698 | val_loss: 0.0312413 | Time: 1987.13 ms [2022-03-15 08:49:59 main:581] : INFO : Epoch 1907 | loss: 0.0310634 | val_loss: 0.0312385 | Time: 1988.62 ms [2022-03-15 08:50:02 main:581] : INFO : Epoch 1908 | loss: 0.031074 | val_loss: 0.0312111 | Time: 2896.58 ms [2022-03-15 08:50:05 main:581] : INFO : Epoch 1909 | loss: 0.0310869 | val_loss: 0.0312422 | Time: 3120.15 ms [2022-03-15 08:50:09 main:581] : INFO : Epoch 1910 | loss: 0.0310748 | val_loss: 0.031239 | Time: 3277.52 ms [2022-03-15 08:50:11 main:581] : INFO : Epoch 1911 | loss: 0.0310704 | val_loss: 0.0312301 | Time: 2728.19 ms [2022-03-15 08:50:13 main:581] : INFO : Epoch 1912 | loss: 0.0310718 | val_loss: 0.0312405 | Time: 2033 ms [2022-03-15 08:50:15 main:581] : INFO : Epoch 1913 | loss: 0.031067 | val_loss: 0.0312478 | Time: 2000.14 ms [2022-03-15 08:50:17 main:581] : INFO : Epoch 1914 | loss: 0.0310691 | val_loss: 0.031231 | Time: 1992.47 ms [2022-03-15 08:50:19 main:581] : INFO : Epoch 1915 | loss: 0.031076 | val_loss: 0.0312354 | Time: 1988.01 ms [2022-03-15 08:50:21 main:581] : INFO : Epoch 1916 | loss: 0.0310785 | val_loss: 0.0312349 | Time: 1986.6 ms [2022-03-15 08:50:23 main:581] : INFO : Epoch 1917 | loss: 0.0310792 | val_loss: 0.031237 | Time: 1989.48 ms [2022-03-15 08:50:25 main:581] : INFO : Epoch 1918 | loss: 0.0310704 | val_loss: 0.0312213 | Time: 1989.25 ms [2022-03-15 08:50:27 main:581] : INFO : Epoch 1919 | loss: 0.0310687 | val_loss: 0.0312439 | Time: 2008.22 ms [2022-03-15 08:50:30 main:581] : INFO : Epoch 1920 | loss: 0.0310677 | val_loss: 0.0312516 | Time: 2232.7 ms [2022-03-15 08:50:32 main:581] : INFO : Epoch 1921 | loss: 0.0310787 | val_loss: 0.0312208 | Time: 2008.35 ms [2022-03-15 08:50:34 main:581] : INFO : Epoch 1922 | loss: 0.0310806 | val_loss: 0.0312412 | Time: 2002.06 ms [2022-03-15 08:50:36 main:581] : INFO : Epoch 1923 | loss: 0.0310781 | val_loss: 0.0312219 | Time: 2019.2 ms [2022-03-15 08:50:38 main:581] : INFO : Epoch 1924 | loss: 0.0310742 | val_loss: 0.0312269 | Time: 2055.95 ms [2022-03-15 08:50:40 main:581] : INFO : Epoch 1925 | loss: 0.0310762 | val_loss: 0.0312385 | Time: 1997.41 ms [2022-03-15 08:50:42 main:581] : INFO : Epoch 1926 | loss: 0.031073 | val_loss: 0.031256 | Time: 1992.75 ms [2022-03-15 08:50:44 main:581] : INFO : Epoch 1927 | loss: 0.0310738 | val_loss: 0.0312413 | Time: 1990.67 ms [2022-03-15 08:50:46 main:581] : INFO : Epoch 1928 | loss: 0.031081 | val_loss: 0.0312174 | Time: 2023.87 ms [2022-03-15 08:50:48 main:581] : INFO : Epoch 1929 | loss: 0.0310777 | val_loss: 0.0312453 | Time: 2025.27 ms [2022-03-15 08:50:50 main:581] : INFO : Epoch 1930 | loss: 0.0310697 | val_loss: 0.0312411 | Time: 2022.43 ms [2022-03-15 08:50:52 main:581] : INFO : Epoch 1931 | loss: 0.0310676 | val_loss: 0.0312382 | Time: 2072.38 ms [2022-03-15 08:50:54 main:581] : INFO : Epoch 1932 | loss: 0.0310641 | val_loss: 0.0312339 | Time: 2001.85 ms [2022-03-15 08:50:56 main:581] : INFO : Epoch 1933 | loss: 0.0310673 | val_loss: 0.0312331 | Time: 1996.6 ms [2022-03-15 08:50:58 main:581] : INFO : Epoch 1934 | loss: 0.0310735 | val_loss: 0.0312694 | Time: 2033.48 ms [2022-03-15 08:51:00 main:581] : INFO : Epoch 1935 | loss: 0.031069 | val_loss: 0.0312426 | Time: 2009.35 ms [2022-03-15 08:51:02 main:581] : INFO : Epoch 1936 | loss: 0.0310648 | val_loss: 0.0312377 | Time: 1999.38 ms [2022-03-15 08:51:04 main:581] : INFO : Epoch 1937 | loss: 0.0310721 | val_loss: 0.0312338 | Time: 2010.54 ms [2022-03-15 08:51:06 main:581] : INFO : Epoch 1938 | loss: 0.0310705 | val_loss: 0.0312218 | Time: 2028.36 ms [2022-03-15 08:51:08 main:581] : INFO : Epoch 1939 | loss: 0.0310731 | val_loss: 0.0312526 | Time: 2026.83 ms [2022-03-15 08:51:10 main:581] : INFO : Epoch 1940 | loss: 0.0310697 | val_loss: 0.0312249 | Time: 2011.98 ms [2022-03-15 08:51:12 main:581] : INFO : Epoch 1941 | loss: 0.03107 | val_loss: 0.0312502 | Time: 2021.77 ms [2022-03-15 08:51:14 main:581] : INFO : Epoch 1942 | loss: 0.0310685 | val_loss: 0.0312319 | Time: 2069.24 ms [2022-03-15 08:51:16 main:581] : INFO : Epoch 1943 | loss: 0.0310688 | val_loss: 0.0312318 | Time: 2040.69 ms [2022-03-15 08:51:18 main:581] : INFO : Epoch 1944 | loss: 0.0310712 | val_loss: 0.0312328 | Time: 1999.59 ms [2022-03-15 08:51:20 main:581] : INFO : Epoch 1945 | loss: 0.0310674 | val_loss: 0.0312388 | Time: 1991.05 ms [2022-03-15 08:51:22 main:581] : INFO : Epoch 1946 | loss: 0.0310655 | val_loss: 0.0312329 | Time: 1989.4 ms [2022-03-15 08:51:24 main:581] : INFO : Epoch 1947 | loss: 0.0310619 | val_loss: 0.0312594 | Time: 2034.74 ms [2022-03-15 08:51:26 main:581] : INFO : Epoch 1948 | loss: 0.0310736 | val_loss: 0.0312293 | Time: 1996.55 ms [2022-03-15 08:51:28 main:581] : INFO : Epoch 1949 | loss: 0.0310765 | val_loss: 0.0312586 | Time: 1987.39 ms [2022-03-15 08:51:30 main:581] : INFO : Epoch 1950 | loss: 0.0310703 | val_loss: 0.0312333 | Time: 1987.86 ms [2022-03-15 08:51:32 main:581] : INFO : Epoch 1951 | loss: 0.0310729 | val_loss: 0.0312363 | Time: 1988.87 ms [2022-03-15 08:51:34 main:581] : INFO : Epoch 1952 | loss: 0.031071 | val_loss: 0.0312392 | Time: 2317.88 ms [2022-03-15 08:51:36 main:581] : INFO : Epoch 1953 | loss: 0.0310652 | val_loss: 0.0312569 | Time: 2048.31 ms [2022-03-15 08:51:38 main:581] : INFO : Epoch 1954 | loss: 0.0310699 | val_loss: 0.031223 | Time: 2002.15 ms [2022-03-15 08:51:40 main:581] : INFO : Epoch 1955 | loss: 0.0310805 | val_loss: 0.0312389 | Time: 1992.5 ms [2022-03-15 08:51:42 main:581] : INFO : Epoch 1956 | loss: 0.0310764 | val_loss: 0.0312221 | Time: 1989.43 ms [2022-03-15 08:51:44 main:581] : INFO : Epoch 1957 | loss: 0.0310769 | val_loss: 0.0312303 | Time: 1987.85 ms [2022-03-15 08:51:46 main:581] : INFO : Epoch 1958 | loss: 0.0310713 | val_loss: 0.0312298 | Time: 2017.44 ms [2022-03-15 08:51:48 main:581] : INFO : Epoch 1959 | loss: 0.0310668 | val_loss: 0.0312282 | Time: 2008.58 ms [2022-03-15 08:51:50 main:581] : INFO : Epoch 1960 | loss: 0.0310621 | val_loss: 0.0312432 | Time: 1987.42 ms [2022-03-15 08:51:52 main:581] : INFO : Epoch 1961 | loss: 0.0310711 | val_loss: 0.031236 | Time: 1991.36 ms [2022-03-15 08:51:55 main:581] : INFO : Epoch 1962 | loss: 0.031069 | val_loss: 0.0312461 | Time: 2078.71 ms [2022-03-15 08:51:57 main:581] : INFO : Epoch 1963 | loss: 0.031067 | val_loss: 0.0312448 | Time: 2035.42 ms [2022-03-15 08:51:59 main:581] : INFO : Epoch 1964 | loss: 0.0310651 | val_loss: 0.0312522 | Time: 2010.12 ms [2022-03-15 08:52:01 main:581] : INFO : Epoch 1965 | loss: 0.0310673 | val_loss: 0.0312364 | Time: 2376.74 ms [2022-03-15 08:52:03 main:581] : INFO : Epoch 1966 | loss: 0.0310704 | val_loss: 0.0312313 | Time: 2086.69 ms [2022-03-15 08:52:05 main:581] : INFO : Epoch 1967 | loss: 0.0310692 | val_loss: 0.0312495 | Time: 1989.52 ms [2022-03-15 08:52:07 main:581] : INFO : Epoch 1968 | loss: 0.0310699 | val_loss: 0.0312484 | Time: 1986.18 ms [2022-03-15 08:52:09 main:581] : INFO : Epoch 1969 | loss: 0.0310669 | val_loss: 0.03123 | Time: 1984.54 ms [2022-03-15 08:52:11 main:581] : INFO : Epoch 1970 | loss: 0.0310798 | val_loss: 0.0312379 | Time: 1986.31 ms [2022-03-15 08:52:13 main:581] : INFO : Epoch 1971 | loss: 0.0310748 | val_loss: 0.0312229 | Time: 2080.65 ms [2022-03-15 08:52:15 main:581] : INFO : Epoch 1972 | loss: 0.0310688 | val_loss: 0.0312636 | Time: 2028.24 ms [2022-03-15 08:52:17 main:581] : INFO : Epoch 1973 | loss: 0.0310668 | val_loss: 0.0312228 | Time: 1997.44 ms [2022-03-15 08:52:19 main:581] : INFO : Epoch 1974 | loss: 0.0310711 | val_loss: 0.0312579 | Time: 2031.32 ms [2022-03-15 08:52:21 main:581] : INFO : Epoch 1975 | loss: 0.0310687 | val_loss: 0.0312526 | Time: 2004.05 ms [2022-03-15 08:52:23 main:581] : INFO : Epoch 1976 | loss: 0.0310661 | val_loss: 0.0312381 | Time: 2064.13 ms [2022-03-15 08:52:25 main:581] : INFO : Epoch 1977 | loss: 0.031065 | val_loss: 0.031241 | Time: 2007.95 ms [2022-03-15 08:52:27 main:581] : INFO : Epoch 1978 | loss: 0.0310731 | val_loss: 0.0312196 | Time: 1999.63 ms [2022-03-15 08:52:29 main:581] : INFO : Epoch 1979 | loss: 0.031073 | val_loss: 0.0312385 | Time: 2029.35 ms [2022-03-15 08:52:31 main:581] : INFO : Epoch 1980 | loss: 0.0310695 | val_loss: 0.0312571 | Time: 2004.52 ms [2022-03-15 08:52:33 main:581] : INFO : Epoch 1981 | loss: 0.0310654 | val_loss: 0.0312438 | Time: 2033.4 ms [2022-03-15 08:52:35 main:581] : INFO : Epoch 1982 | loss: 0.0310658 | val_loss: 0.0312374 | Time: 1998.14 ms [2022-03-15 08:52:37 main:581] : INFO : Epoch 1983 | loss: 0.0310628 | val_loss: 0.0312462 | Time: 2030.59 ms [2022-03-15 08:52:39 main:581] : INFO : Epoch 1984 | loss: 0.0310623 | val_loss: 0.0312301 | Time: 2000.25 ms [2022-03-15 08:52:41 main:581] : INFO : Epoch 1985 | loss: 0.0310623 | val_loss: 0.0312273 | Time: 1988.9 ms [2022-03-15 08:52:43 main:581] : INFO : Epoch 1986 | loss: 0.0310733 | val_loss: 0.0312552 | Time: 1988.47 ms [2022-03-15 08:52:45 main:581] : INFO : Epoch 1987 | loss: 0.0310687 | val_loss: 0.0312389 | Time: 1990.77 ms [2022-03-15 08:52:47 main:581] : INFO : Epoch 1988 | loss: 0.0310673 | val_loss: 0.0312303 | Time: 2041.83 ms [2022-03-15 08:52:49 main:581] : INFO : Epoch 1989 | loss: 0.0310643 | val_loss: 0.0312523 | Time: 2060.01 ms [2022-03-15 08:52:51 main:581] : INFO : Epoch 1990 | loss: 0.0310722 | val_loss: 0.0312272 | Time: 2036.47 ms [2022-03-15 08:52:53 main:581] : INFO : Epoch 1991 | loss: 0.0310736 | val_loss: 0.031236 | Time: 2008.48 ms [2022-03-15 08:52:55 main:581] : INFO : Epoch 1992 | loss: 0.0310716 | val_loss: 0.0312722 | Time: 2035.31 ms [2022-03-15 08:52:57 main:581] : INFO : Epoch 1993 | loss: 0.0310893 | val_loss: 0.0312613 | Time: 2001.39 ms [2022-03-15 08:53:00 main:581] : INFO : Epoch 1994 | loss: 0.0310712 | val_loss: 0.0312425 | Time: 2032.9 ms [2022-03-15 08:53:02 main:581] : INFO : Epoch 1995 | loss: 0.0310625 | val_loss: 0.0312519 | Time: 2013.78 ms [2022-03-15 08:53:04 main:581] : INFO : Epoch 1996 | loss: 0.0310612 | val_loss: 0.0312574 | Time: 1991.56 ms [2022-03-15 08:53:06 main:581] : INFO : Epoch 1997 | loss: 0.0310745 | val_loss: 0.0312539 | Time: 2034.31 ms [2022-03-15 08:53:08 main:581] : INFO : Epoch 1998 | loss: 0.0310671 | val_loss: 0.031242 | Time: 1992.93 ms [2022-03-15 08:53:10 main:581] : INFO : Epoch 1999 | loss: 0.0310577 | val_loss: 0.0312524 | Time: 1993.38 ms [2022-03-15 08:53:12 main:581] : INFO : Epoch 2000 | loss: 0.0310604 | val_loss: 0.0312475 | Time: 2030.33 ms [2022-03-15 08:53:14 main:581] : INFO : Epoch 2001 | loss: 0.0310597 | val_loss: 0.0312419 | Time: 1995.95 ms [2022-03-15 08:53:16 main:581] : INFO : Epoch 2002 | loss: 0.0310604 | val_loss: 0.0312548 | Time: 2033.54 ms [2022-03-15 08:53:18 main:581] : INFO : Epoch 2003 | loss: 0.0310585 | val_loss: 0.031273 | Time: 2031.76 ms [2022-03-15 08:53:20 main:581] : INFO : Epoch 2004 | loss: 0.0310636 | val_loss: 0.0312409 | Time: 2027.94 ms [2022-03-15 08:53:22 main:581] : INFO : Epoch 2005 | loss: 0.0310741 | val_loss: 0.0312355 | Time: 2006.22 ms [2022-03-15 08:53:24 main:581] : INFO : Epoch 2006 | loss: 0.0310713 | val_loss: 0.0312332 | Time: 1993.09 ms [2022-03-15 08:53:26 main:581] : INFO : Epoch 2007 | loss: 0.0310733 | val_loss: 0.0312257 | Time: 2105.21 ms [2022-03-15 08:53:28 main:581] : INFO : Epoch 2008 | loss: 0.0310704 | val_loss: 0.0312473 | Time: 2003.17 ms [2022-03-15 08:53:30 main:581] : INFO : Epoch 2009 | loss: 0.0310708 | val_loss: 0.0312294 | Time: 1993.31 ms [2022-03-15 08:53:32 main:581] : INFO : Epoch 2010 | loss: 0.0310752 | val_loss: 0.0312447 | Time: 1986.58 ms [2022-03-15 08:53:34 main:581] : INFO : Epoch 2011 | loss: 0.0310707 | val_loss: 0.0312338 | Time: 1985.76 ms [2022-03-15 08:53:36 main:581] : INFO : Epoch 2012 | loss: 0.0310726 | val_loss: 0.0312374 | Time: 1987.83 ms [2022-03-15 08:53:38 main:581] : INFO : Epoch 2013 | loss: 0.0310614 | val_loss: 0.031229 | Time: 2068.44 ms [2022-03-15 08:53:40 main:581] : INFO : Epoch 2014 | loss: 0.031062 | val_loss: 0.031248 | Time: 2046.1 ms [2022-03-15 08:53:42 main:581] : INFO : Epoch 2015 | loss: 0.0310604 | val_loss: 0.0312443 | Time: 1993.04 ms [2022-03-15 08:53:44 main:581] : INFO : Epoch 2016 | loss: 0.0310606 | val_loss: 0.0312346 | Time: 2032.75 ms [2022-03-15 08:53:46 main:581] : INFO : Epoch 2017 | loss: 0.031069 | val_loss: 0.031237 | Time: 1996.12 ms [2022-03-15 08:53:48 main:581] : INFO : Epoch 2018 | loss: 0.031066 | val_loss: 0.0312412 | Time: 1997.71 ms [2022-03-15 08:53:50 main:581] : INFO : Epoch 2019 | loss: 0.0310622 | val_loss: 0.0312335 | Time: 2032.39 ms [2022-03-15 08:53:52 main:581] : INFO : Epoch 2020 | loss: 0.0310554 | val_loss: 0.0312475 | Time: 2059.52 ms [2022-03-15 08:53:54 main:581] : INFO : Epoch 2021 | loss: 0.0310648 | val_loss: 0.0312411 | Time: 2004.56 ms [2022-03-15 08:53:56 main:581] : INFO : Epoch 2022 | loss: 0.0310675 | val_loss: 0.0312427 | Time: 1993.38 ms [2022-03-15 08:53:58 main:581] : INFO : Epoch 2023 | loss: 0.0310721 | val_loss: 0.0312338 | Time: 1989.25 ms [2022-03-15 08:54:00 main:581] : INFO : Epoch 2024 | loss: 0.0310747 | val_loss: 0.0312308 | Time: 2031.73 ms [2022-03-15 08:54:02 main:581] : INFO : Epoch 2025 | loss: 0.0310731 | val_loss: 0.0312384 | Time: 2214.6 ms [2022-03-15 08:54:04 main:581] : INFO : Epoch 2026 | loss: 0.0310647 | val_loss: 0.0312328 | Time: 1989.05 ms [2022-03-15 08:54:06 main:581] : INFO : Epoch 2027 | loss: 0.0310683 | val_loss: 0.0312392 | Time: 1991.11 ms [2022-03-15 08:54:08 main:581] : INFO : Epoch 2028 | loss: 0.0310619 | val_loss: 0.0312552 | Time: 2054.98 ms [2022-03-15 08:54:10 main:581] : INFO : Epoch 2029 | loss: 0.0310597 | val_loss: 0.0312285 | Time: 2041.12 ms [2022-03-15 08:54:12 main:581] : INFO : Epoch 2030 | loss: 0.0310691 | val_loss: 0.0312542 | Time: 2037.11 ms [2022-03-15 08:54:14 main:581] : INFO : Epoch 2031 | loss: 0.0310652 | val_loss: 0.0312328 | Time: 2022.94 ms [2022-03-15 08:54:16 main:581] : INFO : Epoch 2032 | loss: 0.0310844 | val_loss: 0.0312387 | Time: 2013.43 ms [2022-03-15 08:54:18 main:581] : INFO : Epoch 2033 | loss: 0.0310754 | val_loss: 0.0312491 | Time: 1992.02 ms [2022-03-15 08:54:20 main:581] : INFO : Epoch 2034 | loss: 0.0310672 | val_loss: 0.0312391 | Time: 1984.97 ms [2022-03-15 08:54:22 main:581] : INFO : Epoch 2035 | loss: 0.0310603 | val_loss: 0.0312426 | Time: 1984.75 ms [2022-03-15 08:54:24 main:581] : INFO : Epoch 2036 | loss: 0.0310629 | val_loss: 0.0312399 | Time: 1982.65 ms [2022-03-15 08:54:26 main:581] : INFO : Epoch 2037 | loss: 0.0310611 | val_loss: 0.0312388 | Time: 1986.99 ms [2022-03-15 08:54:28 main:581] : INFO : Epoch 2038 | loss: 0.0310609 | val_loss: 0.0312459 | Time: 2038.83 ms [2022-03-15 08:54:30 main:581] : INFO : Epoch 2039 | loss: 0.0310617 | val_loss: 0.03124 | Time: 2067.84 ms [2022-03-15 08:54:32 main:581] : INFO : Epoch 2040 | loss: 0.0310639 | val_loss: 0.0312524 | Time: 2101.11 ms [2022-03-15 08:54:35 main:581] : INFO : Epoch 2041 | loss: 0.031059 | val_loss: 0.0312552 | Time: 2050.63 ms [2022-03-15 08:54:37 main:581] : INFO : Epoch 2042 | loss: 0.0310605 | val_loss: 0.0312504 | Time: 1997.23 ms [2022-03-15 08:54:39 main:581] : INFO : Epoch 2043 | loss: 0.031057 | val_loss: 0.0312455 | Time: 1991.12 ms [2022-03-15 08:54:41 main:581] : INFO : Epoch 2044 | loss: 0.0310603 | val_loss: 0.0312601 | Time: 1985.12 ms [2022-03-15 08:54:43 main:581] : INFO : Epoch 2045 | loss: 0.0310746 | val_loss: 0.0312379 | Time: 2000.95 ms [2022-03-15 08:54:44 main:581] : INFO : Epoch 2046 | loss: 0.0310688 | val_loss: 0.031239 | Time: 1983.22 ms [2022-03-15 08:54:46 main:581] : INFO : Epoch 2047 | loss: 0.0310711 | val_loss: 0.031249 | Time: 1985.89 ms [2022-03-15 08:54:49 main:581] : INFO : Epoch 2048 | loss: 0.0310926 | val_loss: 0.0312329 | Time: 2089.97 ms [2022-03-15 08:54:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312329 [2022-03-15 08:54:49 main:610] : INFO : Saving end state to config to file [2022-03-15 08:54:49 main:615] : INFO : Success, exiting.. 08:54:49 (15929): 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)