Task 3324412
| Name | ParityModified-1608176707-27349-0_1 |
| Workunit | 1585142 |
| Created | 18 Dec 2020, 6:49:27 UTC |
| Sent | 18 Dec 2020, 9:32:22 UTC |
| Report deadline | 26 Dec 2020, 9:32:22 UTC |
| Received | 18 Dec 2020, 22:14:10 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 8 min 34 sec |
| CPU time | 1 hours 8 min 29 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,498.72 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 | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> s [2020-12-18 15:56:06 main:581] : INFO : Epoch 1538 | loss: 0.0309965 | val_loss: 0.0312964 | Time: 2018.84 ms [2020-12-18 15:56:08 main:581] : INFO : Epoch 1539 | loss: 0.0309943 | val_loss: 0.03131 | Time: 2013.83 ms [2020-12-18 15:56:10 main:581] : INFO : Epoch 1540 | loss: 0.0309852 | val_loss: 0.0313207 | Time: 2017.15 ms [2020-12-18 15:56:12 main:581] : INFO : Epoch 1541 | loss: 0.0309823 | val_loss: 0.0312988 | Time: 2016.74 ms [2020-12-18 15:56:14 main:581] : INFO : Epoch 1542 | loss: 0.0309805 | val_loss: 0.031311 | Time: 2016.57 ms [2020-12-18 15:56:16 main:581] : INFO : Epoch 1543 | loss: 0.0309856 | val_loss: 0.0313084 | Time: 2016.33 ms [2020-12-18 15:56:18 main:581] : INFO : Epoch 1544 | loss: 0.0309821 | val_loss: 0.0312765 | Time: 2029.79 ms [2020-12-18 15:56:20 main:581] : INFO : Epoch 1545 | loss: 0.0309933 | val_loss: 0.0313011 | Time: 2016.7 ms [2020-12-18 15:56:22 main:581] : INFO : Epoch 1546 | loss: 0.0309932 | val_loss: 0.0312902 | Time: 2017.45 ms [2020-12-18 15:56:24 main:581] : INFO : Epoch 1547 | loss: 0.0309877 | val_loss: 0.0313 | Time: 2013.16 ms [2020-12-18 15:56:26 main:581] : INFO : Epoch 1548 | loss: 0.0309821 | val_loss: 0.0313256 | Time: 2027.35 ms [2020-12-18 15:56:28 main:581] : INFO : Epoch 1549 | loss: 0.0309931 | val_loss: 0.0312874 | Time: 2019.39 ms [2020-12-18 15:56:30 main:581] : INFO : Epoch 1550 | loss: 0.030984 | val_loss: 0.0313254 | Time: 2017.8 ms [2020-12-18 15:56:32 main:581] : INFO : Epoch 1551 | loss: 0.0309889 | val_loss: 0.0313297 | Time: 2018.92 ms [2020-12-18 15:56:34 main:581] : INFO : Epoch 1552 | loss: 0.030985 | val_loss: 0.0312863 | Time: 2018.34 ms [2020-12-18 15:56:36 main:581] : INFO : Epoch 1553 | loss: 0.0309797 | val_loss: 0.031329 | Time: 2017.26 ms [2020-12-18 15:56:38 main:581] : INFO : Epoch 1554 | loss: 0.0309854 | val_loss: 0.0313 | Time: 2027.59 ms [2020-12-18 15:56:40 main:581] : INFO : Epoch 1555 | loss: 0.0309762 | val_loss: 0.0313219 | Time: 2021.65 ms [2020-12-18 15:56:42 main:581] : INFO : Epoch 1556 | loss: 0.0309829 | val_loss: 0.0312839 | Time: 2011.9 ms [2020-12-18 15:56:44 main:581] : INFO : Epoch 1557 | loss: 0.0309792 | val_loss: 0.0312829 | Time: 2017.29 ms [2020-12-18 15:56:46 main:581] : INFO : Epoch 1558 | loss: 0.0309702 | val_loss: 0.0313143 | Time: 2021.03 ms [2020-12-18 15:56:48 main:581] : INFO : Epoch 1559 | loss: 0.0309743 | val_loss: 0.0313509 | Time: 2001.17 ms [2020-12-18 15:56:50 main:581] : INFO : Epoch 1560 | loss: 0.0309757 | val_loss: 0.0312994 | Time: 1998.6 ms [2020-12-18 15:56:52 main:581] : INFO : Epoch 1561 | loss: 0.0309721 | val_loss: 0.0312791 | Time: 2008.26 ms [2020-12-18 15:56:54 main:581] : INFO : Epoch 1562 | loss: 0.0309886 | val_loss: 0.0313115 | Time: 1992.38 ms [2020-12-18 15:56:56 main:581] : INFO : Epoch 1563 | loss: 0.0309838 | val_loss: 0.0312998 | Time: 1986.29 ms [2020-12-18 15:56:58 main:581] : INFO : Epoch 1564 | loss: 0.0309852 | val_loss: 0.0313374 | Time: 2012.73 ms [2020-12-18 15:57:00 main:581] : INFO : Epoch 1565 | loss: 0.0309794 | val_loss: 0.0313066 | Time: 2018.95 ms [2020-12-18 15:57:02 main:581] : INFO : Epoch 1566 | loss: 0.0309738 | val_loss: 0.0313042 | Time: 2025.72 ms [2020-12-18 15:57:04 main:581] : INFO : Epoch 1567 | loss: 0.0309797 | val_loss: 0.0313199 | Time: 2010.06 ms [2020-12-18 15:57:06 main:581] : INFO : Epoch 1568 | loss: 0.0309764 | val_loss: 0.0313037 | Time: 2020.7 ms [2020-12-18 15:57:08 main:581] : INFO : Epoch 1569 | loss: 0.0309916 | val_loss: 0.0312855 | Time: 2014.81 ms [2020-12-18 15:57:10 main:581] : INFO : Epoch 1570 | loss: 0.0309823 | val_loss: 0.0313189 | Time: 2018.77 ms [2020-12-18 15:57:13 main:581] : INFO : Epoch 1571 | loss: 0.0309799 | val_loss: 0.0312915 | Time: 2024.9 ms [2020-12-18 15:57:15 main:581] : INFO : Epoch 1572 | loss: 0.0309791 | val_loss: 0.0312989 | Time: 2014.82 ms [2020-12-18 15:57:17 main:581] : INFO : Epoch 1573 | loss: 0.0309815 | val_loss: 0.031313 | Time: 2006.61 ms [2020-12-18 15:57:19 main:581] : INFO : Epoch 1574 | loss: 0.0309757 | val_loss: 0.0313027 | Time: 2015.7 ms [2020-12-18 15:57:21 main:581] : INFO : Epoch 1575 | loss: 0.0309732 | val_loss: 0.0312987 | Time: 2018.32 ms [2020-12-18 15:57:23 main:581] : INFO : Epoch 1576 | loss: 0.0309753 | val_loss: 0.0313155 | Time: 2014.7 ms [2020-12-18 15:57:25 main:581] : INFO : Epoch 1577 | loss: 0.0309776 | val_loss: 0.0312832 | Time: 2007.62 ms [2020-12-18 15:57:27 main:581] : INFO : Epoch 1578 | loss: 0.0309737 | val_loss: 0.0313465 | Time: 2021.65 ms [2020-12-18 15:57:29 main:581] : INFO : Epoch 1579 | loss: 0.030976 | val_loss: 0.031307 | Time: 1952.57 ms [2020-12-18 15:57:31 main:581] : INFO : Epoch 1580 | loss: 0.0309745 | val_loss: 0.0313192 | Time: 1946.52 ms [2020-12-18 15:57:32 main:581] : INFO : Epoch 1581 | loss: 0.0309753 | val_loss: 0.0313181 | Time: 1946.07 ms [2020-12-18 15:57:34 main:581] : INFO : Epoch 1582 | loss: 0.0309741 | val_loss: 0.0313502 | Time: 1948.74 ms [2020-12-18 15:57:36 main:581] : INFO : Epoch 1583 | loss: 0.0309777 | val_loss: 0.0313241 | Time: 2008.17 ms [2020-12-18 15:57:38 main:581] : INFO : Epoch 1584 | loss: 0.0309813 | val_loss: 0.0313079 | Time: 2014.59 ms [2020-12-18 15:57:40 main:581] : INFO : Epoch 1585 | loss: 0.0309767 | val_loss: 0.0313163 | Time: 2016.95 ms [2020-12-18 15:57:42 main:581] : INFO : Epoch 1586 | loss: 0.0309828 | val_loss: 0.0312905 | Time: 2002.12 ms [2020-12-18 15:57:44 main:581] : INFO : Epoch 1587 | loss: 0.0309816 | val_loss: 0.0313392 | Time: 1981.27 ms [2020-12-18 15:57:46 main:581] : INFO : Epoch 1588 | loss: 0.0309747 | val_loss: 0.0313108 | Time: 2016.16 ms [2020-12-18 15:57:48 main:581] : INFO : Epoch 1589 | loss: 0.0309749 | val_loss: 0.0313033 | Time: 2008.96 ms [2020-12-18 15:57:50 main:581] : INFO : Epoch 1590 | loss: 0.030979 | val_loss: 0.0313297 | Time: 2024.23 ms [2020-12-18 15:57:52 main:581] : INFO : Epoch 1591 | loss: 0.0309758 | val_loss: 0.0313368 | Time: 1991.23 ms [2020-12-18 15:57:54 main:581] : INFO : Epoch 1592 | loss: 0.0309839 | val_loss: 0.0312875 | Time: 1945.66 ms [2020-12-18 15:57:56 main:581] : INFO : Epoch 1593 | loss: 0.0309834 | val_loss: 0.0313215 | Time: 1947.27 ms [2020-12-18 15:57:58 main:581] : INFO : Epoch 1594 | loss: 0.0309813 | val_loss: 0.0313138 | Time: 1953.92 ms [2020-12-18 15:58:00 main:581] : INFO : Epoch 1595 | loss: 0.0309914 | val_loss: 0.0312674 | Time: 1945.7 ms [2020-12-18 15:58:02 main:581] : INFO : Epoch 1596 | loss: 0.0309816 | val_loss: 0.0312927 | Time: 2018.42 ms [2020-12-18 15:58:04 main:581] : INFO : Epoch 1597 | loss: 0.0309819 | val_loss: 0.0313123 | Time: 1986.26 ms [2020-12-18 15:58:06 main:581] : INFO : Epoch 1598 | loss: 0.0309884 | val_loss: 0.0313245 | Time: 1954.74 ms [2020-12-18 15:58:08 main:581] : INFO : Epoch 1599 | loss: 0.0309867 | val_loss: 0.0312699 | Time: 1949.93 ms [2020-12-18 15:58:10 main:581] : INFO : Epoch 1600 | loss: 0.0309903 | val_loss: 0.0312737 | Time: 1951.42 ms [2020-12-18 15:58:12 main:581] : INFO : Epoch 1601 | loss: 0.030981 | val_loss: 0.0313504 | Time: 1950.64 ms [2020-12-18 15:58:14 main:581] : INFO : Epoch 1602 | loss: 0.030984 | val_loss: 0.0313002 | Time: 1950.19 ms [2020-12-18 15:58:16 main:581] : INFO : Epoch 1603 | loss: 0.0309803 | val_loss: 0.0313148 | Time: 2012.78 ms [2020-12-18 15:58:18 main:581] : INFO : Epoch 1604 | loss: 0.0309745 | val_loss: 0.0312887 | Time: 1988.5 ms [2020-12-18 15:58:20 main:581] : INFO : Epoch 1605 | loss: 0.0309763 | val_loss: 0.031309 | Time: 2010.67 ms [2020-12-18 15:58:22 main:581] : INFO : Epoch 1606 | loss: 0.030973 | val_loss: 0.0313183 | Time: 2014.58 ms [2020-12-18 15:58:24 main:581] : INFO : Epoch 1607 | loss: 0.0309799 | val_loss: 0.0313066 | Time: 2025.55 ms [2020-12-18 15:58:26 main:581] : INFO : Epoch 1608 | loss: 0.0309777 | val_loss: 0.031323 | Time: 2020.17 ms [2020-12-18 15:58:28 main:581] : INFO : Epoch 1609 | loss: 0.0309744 | val_loss: 0.0313087 | Time: 2020.77 ms [2020-12-18 15:58:30 main:581] : INFO : Epoch 1610 | loss: 0.0309756 | val_loss: 0.0312985 | Time: 1980.36 ms [2020-12-18 15:58:32 main:581] : INFO : Epoch 1611 | loss: 0.0309793 | val_loss: 0.0313051 | Time: 1945.47 ms [2020-12-18 15:58:34 main:581] : INFO : Epoch 1612 | loss: 0.0309836 | val_loss: 0.0313118 | Time: 1980.94 ms [2020-12-18 15:58:36 main:581] : INFO : Epoch 1613 | loss: 0.0309739 | val_loss: 0.0313076 | Time: 1999.65 ms [2020-12-18 15:58:38 main:581] : INFO : Epoch 1614 | loss: 0.0309808 | val_loss: 0.0313113 | Time: 2003.9 ms [2020-12-18 15:58:40 main:581] : INFO : Epoch 1615 | loss: 0.0309781 | val_loss: 0.031305 | Time: 1967.44 ms [2020-12-18 15:58:42 main:581] : INFO : Epoch 1616 | loss: 0.0309783 | val_loss: 0.0313283 | Time: 1999.33 ms [2020-12-18 15:58:44 main:581] : INFO : Epoch 1617 | loss: 0.0309818 | val_loss: 0.031297 | Time: 2007.65 ms [2020-12-18 15:58:46 main:581] : INFO : Epoch 1618 | loss: 0.0309792 | val_loss: 0.031302 | Time: 2012.93 ms [2020-12-18 15:58:48 main:581] : INFO : Epoch 1619 | loss: 0.0309804 | val_loss: 0.0313523 | Time: 2005.97 ms [2020-12-18 15:58:50 main:581] : INFO : Epoch 1620 | loss: 0.0309863 | val_loss: 0.0312963 | Time: 2017.08 ms [2020-12-18 15:58:52 main:581] : INFO : Epoch 1621 | loss: 0.0309882 | val_loss: 0.0313341 | Time: 2006.48 ms [2020-12-18 15:58:54 main:581] : INFO : Epoch 1622 | loss: 0.0309862 | val_loss: 0.0312968 | Time: 2013.79 ms [2020-12-18 15:58:56 main:581] : INFO : Epoch 1623 | loss: 0.0309839 | val_loss: 0.031331 | Time: 2015.18 ms [2020-12-18 15:58:58 main:581] : INFO : Epoch 1624 | loss: 0.0309715 | val_loss: 0.0313159 | Time: 2019.27 ms [2020-12-18 15:59:00 main:581] : INFO : Epoch 1625 | loss: 0.0309792 | val_loss: 0.0313134 | Time: 2013.81 ms [2020-12-18 15:59:02 main:581] : INFO : Epoch 1626 | loss: 0.0309829 | val_loss: 0.0313453 | Time: 2014.06 ms [2020-12-18 15:59:04 main:581] : INFO : Epoch 1627 | loss: 0.0309939 | val_loss: 0.0313137 | Time: 2011.42 ms [2020-12-18 15:59:06 main:581] : INFO : Epoch 1628 | loss: 0.0309837 | val_loss: 0.0313066 | Time: 1979.72 ms [2020-12-18 15:59:08 main:581] : INFO : Epoch 1629 | loss: 0.030974 | val_loss: 0.0313129 | Time: 1993.43 ms [2020-12-18 15:59:10 main:581] : INFO : Epoch 1630 | loss: 0.030971 | val_loss: 0.0313299 | Time: 2016.4 ms [2020-12-18 15:59:12 main:581] : INFO : Epoch 1631 | loss: 0.0309744 | val_loss: 0.0312902 | Time: 1985.29 ms [2020-12-18 15:59:14 main:581] : INFO : Epoch 1632 | loss: 0.0309795 | val_loss: 0.0313307 | Time: 1951.53 ms [2020-12-18 15:59:16 main:581] : INFO : Epoch 1633 | loss: 0.0309798 | val_loss: 0.0313132 | Time: 1953.49 ms [2020-12-18 15:59:18 main:581] : INFO : Epoch 1634 | loss: 0.0309828 | val_loss: 0.0312995 | Time: 2017.56 ms [2020-12-18 15:59:20 main:581] : INFO : Epoch 1635 | loss: 0.0309906 | val_loss: 0.0313052 | Time: 2019.89 ms [2020-12-18 15:59:22 main:581] : INFO : Epoch 1636 | loss: 0.0309767 | val_loss: 0.0312949 | Time: 2019.86 ms [2020-12-18 15:59:24 main:581] : INFO : Epoch 1637 | loss: 0.0309704 | val_loss: 0.0313419 | Time: 2006.11 ms [2020-12-18 15:59:26 main:581] : INFO : Epoch 1638 | loss: 0.0309775 | val_loss: 0.0313047 | Time: 1999.79 ms [2020-12-18 15:59:28 main:581] : INFO : Epoch 1639 | loss: 0.0309799 | val_loss: 0.0313105 | Time: 2005.59 ms [2020-12-18 15:59:30 main:581] : INFO : Epoch 1640 | loss: 0.0309806 | val_loss: 0.0313083 | Time: 2013.94 ms [2020-12-18 15:59:32 main:581] : INFO : Epoch 1641 | loss: 0.03099 | val_loss: 0.0312859 | Time: 2007.66 ms [2020-12-18 15:59:34 main:581] : INFO : Epoch 1642 | loss: 0.0309963 | val_loss: 0.0313204 | Time: 2003.14 ms [2020-12-18 15:59:36 main:581] : INFO : Epoch 1643 | loss: 0.0309825 | val_loss: 0.0313152 | Time: 1826.43 ms [2020-12-18 15:59:38 main:581] : INFO : Epoch 1644 | loss: 0.0309735 | val_loss: 0.0313389 | Time: 1995.68 ms [2020-12-18 15:59:40 main:581] : INFO : Epoch 1645 | loss: 0.0309792 | val_loss: 0.0312872 | Time: 1917.05 ms [2020-12-18 15:59:42 main:581] : INFO : Epoch 1646 | loss: 0.0309838 | val_loss: 0.0312993 | Time: 1872.4 ms [2020-12-18 15:59:44 main:581] : INFO : Epoch 1647 | loss: 0.0309879 | val_loss: 0.0313012 | Time: 1992.06 ms [2020-12-18 15:59:46 main:581] : INFO : Epoch 1648 | loss: 0.0309813 | val_loss: 0.0313111 | Time: 1993.97 ms [2020-12-18 15:59:48 main:581] : INFO : Epoch 1649 | loss: 0.030982 | val_loss: 0.0313456 | Time: 1974.73 ms [2020-12-18 15:59:50 main:581] : INFO : Epoch 1650 | loss: 0.0310005 | val_loss: 0.0312682 | Time: 1986.05 ms [2020-12-18 15:59:52 main:581] : INFO : Epoch 1651 | loss: 0.0309907 | val_loss: 0.0313034 | Time: 1928.19 ms [2020-12-18 15:59:54 main:581] : INFO : Epoch 1652 | loss: 0.0309849 | val_loss: 0.0313372 | Time: 2012.6 ms [2020-12-18 15:59:56 main:581] : INFO : Epoch 1653 | loss: 0.0309801 | val_loss: 0.0313168 | Time: 1925.75 ms [2020-12-18 15:59:57 main:581] : INFO : Epoch 1654 | loss: 0.0309968 | val_loss: 0.031275 | Time: 1925.29 ms [2020-12-18 15:59:59 main:581] : INFO : Epoch 1655 | loss: 0.0310017 | val_loss: 0.0312711 | Time: 1923.74 ms [2020-12-18 16:00:01 main:581] : INFO : Epoch 1656 | loss: 0.0309899 | val_loss: 0.0312954 | Time: 1924.79 ms [2020-12-18 16:00:03 main:581] : INFO : Epoch 1657 | loss: 0.0309888 | val_loss: 0.0313253 | Time: 1925.39 ms [2020-12-18 16:00:05 main:581] : INFO : Epoch 1658 | loss: 0.030977 | val_loss: 0.0313204 | Time: 1925.05 ms [2020-12-18 16:00:07 main:581] : INFO : Epoch 1659 | loss: 0.0309739 | val_loss: 0.0313151 | Time: 1926.93 ms [2020-12-18 16:00:09 main:581] : INFO : Epoch 1660 | loss: 0.0309874 | val_loss: 0.0312917 | Time: 1924.75 ms [2020-12-18 16:00:11 main:581] : INFO : Epoch 1661 | loss: 0.0309955 | val_loss: 0.0313043 | Time: 1925.08 ms [2020-12-18 16:00:13 main:581] : INFO : Epoch 1662 | loss: 0.0309985 | val_loss: 0.0312992 | Time: 1910.61 ms [2020-12-18 16:00:15 main:581] : INFO : Epoch 1663 | loss: 0.0309807 | val_loss: 0.03131 | Time: 1885.26 ms [2020-12-18 16:00:17 main:581] : INFO : Epoch 1664 | loss: 0.0309812 | val_loss: 0.0313184 | Time: 1923.1 ms [2020-12-18 16:00:19 main:581] : INFO : Epoch 1665 | loss: 0.0309851 | val_loss: 0.0312912 | Time: 1922.73 ms [2020-12-18 16:00:21 main:581] : INFO : Epoch 1666 | loss: 0.030993 | val_loss: 0.0312927 | Time: 1927.47 ms [2020-12-18 16:00:22 main:581] : INFO : Epoch 1667 | loss: 0.0310042 | val_loss: 0.0313234 | Time: 1978.18 ms [2020-12-18 16:00:25 main:581] : INFO : Epoch 1668 | loss: 0.030988 | val_loss: 0.0313139 | Time: 2020.61 ms [2020-12-18 16:00:26 main:581] : INFO : Epoch 1669 | loss: 0.0309832 | val_loss: 0.0313067 | Time: 1978.52 ms [2020-12-18 16:00:28 main:581] : INFO : Epoch 1670 | loss: 0.030987 | val_loss: 0.0313144 | Time: 1926.14 ms [2020-12-18 16:00:30 main:581] : INFO : Epoch 1671 | loss: 0.030979 | val_loss: 0.031292 | Time: 1931.73 ms [2020-12-18 16:00:32 main:581] : INFO : Epoch 1672 | loss: 0.0309783 | val_loss: 0.0313068 | Time: 1949.49 ms [2020-12-18 16:00:34 main:581] : INFO : Epoch 1673 | loss: 0.0309913 | val_loss: 0.0313234 | Time: 1926.56 ms [2020-12-18 16:00:36 main:581] : INFO : Epoch 1674 | loss: 0.0309935 | val_loss: 0.0313134 | Time: 1930.72 ms [2020-12-18 16:00:38 main:581] : INFO : Epoch 1675 | loss: 0.0309799 | val_loss: 0.0313114 | Time: 1999.37 ms [2020-12-18 16:00:40 main:581] : INFO : Epoch 1676 | loss: 0.0309796 | val_loss: 0.0313109 | Time: 2013.28 ms [2020-12-18 16:00:42 main:581] : INFO : Epoch 1677 | loss: 0.0309824 | val_loss: 0.0312931 | Time: 2011.44 ms [2020-12-18 16:00:44 main:581] : INFO : Epoch 1678 | loss: 0.0309794 | val_loss: 0.0313268 | Time: 2022.22 ms [2020-12-18 16:00:46 main:581] : INFO : Epoch 1679 | loss: 0.0309814 | val_loss: 0.0313032 | Time: 2001.24 ms [2020-12-18 16:00:48 main:581] : INFO : Epoch 1680 | loss: 0.0309745 | val_loss: 0.0313053 | Time: 2018.21 ms [2020-12-18 16:00:50 main:581] : INFO : Epoch 1681 | loss: 0.0309799 | val_loss: 0.0312859 | Time: 2002.09 ms [2020-12-18 16:00:52 main:581] : INFO : Epoch 1682 | loss: 0.03098 | val_loss: 0.0313309 | Time: 1937.62 ms [2020-12-18 16:00:54 main:581] : INFO : Epoch 1683 | loss: 0.0309938 | val_loss: 0.0313078 | Time: 1990.4 ms [2020-12-18 16:00:56 main:581] : INFO : Epoch 1684 | loss: 0.0309869 | val_loss: 0.0313216 | Time: 2000.34 ms [2020-12-18 16:00:58 main:581] : INFO : Epoch 1685 | loss: 0.0309769 | val_loss: 0.0313088 | Time: 1960.84 ms [2020-12-18 16:01:00 main:581] : INFO : Epoch 1686 | loss: 0.0309805 | val_loss: 0.0313109 | Time: 1935.7 ms [2020-12-18 16:01:02 main:581] : INFO : Epoch 1687 | loss: 0.0309816 | val_loss: 0.0313021 | Time: 1955.17 ms [2020-12-18 16:01:04 main:581] : INFO : Epoch 1688 | loss: 0.030981 | val_loss: 0.0312797 | Time: 1957.03 ms [2020-12-18 16:01:06 main:581] : INFO : Epoch 1689 | loss: 0.0309915 | val_loss: 0.0313236 | Time: 1998.41 ms [2020-12-18 16:01:08 main:581] : INFO : Epoch 1690 | loss: 0.0309929 | val_loss: 0.0313157 | Time: 2001.25 ms [2020-12-18 16:01:10 main:581] : INFO : Epoch 1691 | loss: 0.0309801 | val_loss: 0.0313034 | Time: 2004.46 ms [2020-12-18 16:01:12 main:581] : INFO : Epoch 1692 | loss: 0.0309807 | val_loss: 0.0313041 | Time: 2002.5 ms [2020-12-18 16:01:14 main:581] : INFO : Epoch 1693 | loss: 0.0309774 | val_loss: 0.0313302 | Time: 1938 ms [2020-12-18 16:01:16 main:581] : INFO : Epoch 1694 | loss: 0.0309786 | val_loss: 0.031305 | Time: 1955.04 ms [2020-12-18 16:01:18 main:581] : INFO : Epoch 1695 | loss: 0.0309767 | val_loss: 0.0313172 | Time: 1995.9 ms [2020-12-18 16:01:20 main:581] : INFO : Epoch 1696 | loss: 0.0309813 | val_loss: 0.0313076 | Time: 1992.25 ms [2020-12-18 16:01:22 main:581] : INFO : Epoch 1697 | loss: 0.0309887 | val_loss: 0.0312962 | Time: 1990.25 ms [2020-12-18 16:01:24 main:581] : INFO : Epoch 1698 | loss: 0.0309914 | val_loss: 0.0312987 | Time: 1988.9 ms [2020-12-18 16:01:26 main:581] : INFO : Epoch 1699 | loss: 0.0309853 | val_loss: 0.0313112 | Time: 1994.36 ms [2020-12-18 16:01:28 main:581] : INFO : Epoch 1700 | loss: 0.0309744 | val_loss: 0.0313372 | Time: 1986.88 ms [2020-12-18 16:01:30 main:581] : INFO : Epoch 1701 | loss: 0.0309774 | val_loss: 0.0313062 | Time: 1992.9 ms [2020-12-18 16:01:32 main:581] : INFO : Epoch 1702 | loss: 0.0309774 | val_loss: 0.031316 | Time: 1996.61 ms [2020-12-18 16:01:34 main:581] : INFO : Epoch 1703 | loss: 0.0309717 | val_loss: 0.0313114 | Time: 1993.71 ms [2020-12-18 16:01:36 main:581] : INFO : Epoch 1704 | loss: 0.0309718 | val_loss: 0.0313245 | Time: 1934.2 ms [2020-12-18 16:01:38 main:581] : INFO : Epoch 1705 | loss: 0.0309663 | val_loss: 0.0313473 | Time: 1972.76 ms [2020-12-18 16:01:40 main:581] : INFO : Epoch 1706 | loss: 0.0309791 | val_loss: 0.0313204 | Time: 1986.56 ms [2020-12-18 16:01:42 main:581] : INFO : Epoch 1707 | loss: 0.0309795 | val_loss: 0.0313211 | Time: 1991.12 ms [2020-12-18 16:01:44 main:581] : INFO : Epoch 1708 | loss: 0.0309792 | val_loss: 0.0313178 | Time: 1995.48 ms [2020-12-18 16:01:46 main:581] : INFO : Epoch 1709 | loss: 0.03098 | val_loss: 0.0313101 | Time: 2002.38 ms [2020-12-18 16:01:48 main:581] : INFO : Epoch 1710 | loss: 0.0309732 | val_loss: 0.0313128 | Time: 2001.39 ms [2020-12-18 16:01:50 main:581] : INFO : Epoch 1711 | loss: 0.0309748 | val_loss: 0.0313063 | Time: 1997.76 ms [2020-12-18 16:01:52 main:581] : INFO : Epoch 1712 | loss: 0.0309851 | val_loss: 0.0313133 | Time: 2001.26 ms [2020-12-18 16:01:54 main:581] : INFO : Epoch 1713 | loss: 0.0309825 | val_loss: 0.0313047 | Time: 1998.27 ms [2020-12-18 16:01:56 main:581] : INFO : Epoch 1714 | loss: 0.0309764 | val_loss: 0.0313138 | Time: 1994.26 ms [2020-12-18 16:01:58 main:581] : INFO : Epoch 1715 | loss: 0.0309724 | val_loss: 0.0313221 | Time: 2000.03 ms [2020-12-18 16:02:00 main:581] : INFO : Epoch 1716 | loss: 0.0309755 | val_loss: 0.0312848 | Time: 1996.24 ms [2020-12-18 16:02:02 main:581] : INFO : Epoch 1717 | loss: 0.03098 | val_loss: 0.0313209 | Time: 1993.46 ms [2020-12-18 16:02:04 main:581] : INFO : Epoch 1718 | loss: 0.030983 | val_loss: 0.0312809 | Time: 2002.49 ms [2020-12-18 16:02:06 main:581] : INFO : Epoch 1719 | loss: 0.0309803 | val_loss: 0.0313284 | Time: 1990.68 ms [2020-12-18 16:02:08 main:581] : INFO : Epoch 1720 | loss: 0.0309864 | val_loss: 0.0313091 | Time: 1999.45 ms [2020-12-18 16:02:10 main:581] : INFO : Epoch 1721 | loss: 0.0309868 | val_loss: 0.0313366 | Time: 2006.55 ms [2020-12-18 16:02:12 main:581] : INFO : Epoch 1722 | loss: 0.0309873 | val_loss: 0.0313177 | Time: 1993.75 ms [2020-12-18 16:02:14 main:581] : INFO : Epoch 1723 | loss: 0.0309788 | val_loss: 0.0312932 | Time: 1997.32 ms [2020-12-18 16:02:16 main:581] : INFO : Epoch 1724 | loss: 0.0309786 | val_loss: 0.0313272 | Time: 2007.5 ms [2020-12-18 16:02:18 main:581] : INFO : Epoch 1725 | loss: 0.0309844 | val_loss: 0.0313126 | Time: 2004.51 ms [2020-12-18 16:02:20 main:581] : INFO : Epoch 1726 | loss: 0.0309874 | val_loss: 0.0313199 | Time: 2005.31 ms [2020-12-18 16:02:22 main:581] : INFO : Epoch 1727 | loss: 0.0309899 | val_loss: 0.0313247 | Time: 1999.53 ms [2020-12-18 16:02:24 main:581] : INFO : Epoch 1728 | loss: 0.0309938 | val_loss: 0.0312967 | Time: 2013.89 ms [2020-12-18 16:02:26 main:581] : INFO : Epoch 1729 | loss: 0.0309807 | val_loss: 0.0313007 | Time: 2006.98 ms [2020-12-18 16:02:28 main:581] : INFO : Epoch 1730 | loss: 0.0309904 | val_loss: 0.0313253 | Time: 2003.25 ms [2020-12-18 16:02:30 main:581] : INFO : Epoch 1731 | loss: 0.0309887 | val_loss: 0.0313128 | Time: 2013.08 ms [2020-12-18 16:02:32 main:581] : INFO : Epoch 1732 | loss: 0.0309847 | val_loss: 0.0312737 | Time: 1998.16 ms [2020-12-18 16:02:34 main:581] : INFO : Epoch 1733 | loss: 0.0309792 | val_loss: 0.0312935 | Time: 2008.21 ms [2020-12-18 16:02:36 main:581] : INFO : Epoch 1734 | loss: 0.0309771 | val_loss: 0.0313357 | Time: 2007.9 ms [2020-12-18 16:02:38 main:581] : INFO : Epoch 1735 | loss: 0.030986 | val_loss: 0.0312835 | Time: 2002.73 ms [2020-12-18 16:02:40 main:581] : INFO : Epoch 1736 | loss: 0.0309832 | val_loss: 0.0313361 | Time: 2008.47 ms [2020-12-18 16:02:42 main:581] : INFO : Epoch 1737 | loss: 0.0309882 | val_loss: 0.0313174 | Time: 2006.18 ms [2020-12-18 16:02:44 main:581] : INFO : Epoch 1738 | loss: 0.030996 | val_loss: 0.0313053 | Time: 2006.77 ms [2020-12-18 16:02:46 main:581] : INFO : Epoch 1739 | loss: 0.0309951 | val_loss: 0.031288 | Time: 2005.62 ms [2020-12-18 16:02:48 main:581] : INFO : Epoch 1740 | loss: 0.0309846 | val_loss: 0.0313054 | Time: 2002.1 ms [2020-12-18 16:02:50 main:581] : INFO : Epoch 1741 | loss: 0.0309868 | val_loss: 0.0313243 | Time: 2000.37 ms [2020-12-18 16:02:52 main:581] : INFO : Epoch 1742 | loss: 0.0309757 | val_loss: 0.0313233 | Time: 2004.34 ms [2020-12-18 16:02:54 main:581] : INFO : Epoch 1743 | loss: 0.030981 | val_loss: 0.0312946 | Time: 2006.57 ms [2020-12-18 16:02:56 main:581] : INFO : Epoch 1744 | loss: 0.0309821 | val_loss: 0.0313154 | Time: 2007.11 ms [2020-12-18 16:02:58 main:581] : INFO : Epoch 1745 | loss: 0.0309892 | val_loss: 0.0313071 | Time: 2003.03 ms [2020-12-18 16:03:00 main:581] : INFO : Epoch 1746 | loss: 0.0309868 | val_loss: 0.0313105 | Time: 2008.43 ms [2020-12-18 16:03:02 main:581] : INFO : Epoch 1747 | loss: 0.0309791 | val_loss: 0.0313154 | Time: 1999.42 ms [2020-12-18 16:03:04 main:581] : INFO : Epoch 1748 | loss: 0.0309784 | val_loss: 0.0313044 | Time: 1999.24 ms [2020-12-18 16:03:06 main:581] : INFO : Epoch 1749 | loss: 0.0309657 | val_loss: 0.0313188 | Time: 2000.46 ms [2020-12-18 16:03:08 main:581] : INFO : Epoch 1750 | loss: 0.030974 | val_loss: 0.0313084 | Time: 2004.72 ms [2020-12-18 16:03:10 main:581] : INFO : Epoch 1751 | loss: 0.0309793 | val_loss: 0.0313124 | Time: 2003.54 ms [2020-12-18 16:03:12 main:581] : INFO : Epoch 1752 | loss: 0.0309816 | val_loss: 0.0313308 | Time: 2003.63 ms [2020-12-18 16:03:14 main:581] : INFO : Epoch 1753 | loss: 0.0309768 | val_loss: 0.0312981 | Time: 2007.56 ms [2020-12-18 16:03:16 main:581] : INFO : Epoch 1754 | loss: 0.0309845 | val_loss: 0.0313129 | Time: 2002.97 ms [2020-12-18 16:03:18 main:581] : INFO : Epoch 1755 | loss: 0.0309762 | val_loss: 0.031341 | Time: 2007.69 ms [2020-12-18 16:03:20 main:581] : INFO : Epoch 1756 | loss: 0.0309838 | val_loss: 0.0312983 | Time: 2005.34 ms [2020-12-18 16:03:22 main:581] : INFO : Epoch 1757 | loss: 0.0309884 | val_loss: 0.0313204 | Time: 2002.3 ms [2020-12-18 16:03:24 main:581] : INFO : Epoch 1758 | loss: 0.030991 | val_loss: 0.0313201 | Time: 2004.04 ms [2020-12-18 16:03:26 main:581] : INFO : Epoch 1759 | loss: 0.0309775 | val_loss: 0.0313314 | Time: 1992.5 ms [2020-12-18 16:03:28 main:581] : INFO : Epoch 1760 | loss: 0.0309781 | val_loss: 0.03133 | Time: 2006.74 ms [2020-12-18 16:03:30 main:581] : INFO : Epoch 1761 | loss: 0.0309723 | val_loss: 0.0313162 | Time: 1997.77 ms [2020-12-18 16:03:32 main:581] : INFO : Epoch 1762 | loss: 0.0309703 | val_loss: 0.0313313 | Time: 2002.17 ms [2020-12-18 16:03:34 main:581] : INFO : Epoch 1763 | loss: 0.0309781 | val_loss: 0.0312903 | Time: 2004.92 ms [2020-12-18 16:03:36 main:581] : INFO : Epoch 1764 | loss: 0.0309899 | val_loss: 0.031311 | Time: 2005.98 ms [2020-12-18 16:03:38 main:581] : INFO : Epoch 1765 | loss: 0.0309969 | val_loss: 0.0313091 | Time: 2005.79 ms [2020-12-18 16:03:40 main:581] : INFO : Epoch 1766 | loss: 0.0309908 | val_loss: 0.0313311 | Time: 2003.06 ms [2020-12-18 16:03:42 main:581] : INFO : Epoch 1767 | loss: 0.0309796 | val_loss: 0.0313155 | Time: 2005.5 ms [2020-12-18 16:03:44 main:581] : INFO : Epoch 1768 | loss: 0.0309814 | val_loss: 0.0313147 | Time: 2009.02 ms [2020-12-18 16:03:46 main:581] : INFO : Epoch 1769 | loss: 0.030975 | val_loss: 0.0313127 | Time: 2003.82 ms [2020-12-18 16:03:48 main:581] : INFO : Epoch 1770 | loss: 0.0309764 | val_loss: 0.0313088 | Time: 2006.65 ms [2020-12-18 16:03:50 main:581] : INFO : Epoch 1771 | loss: 0.0309794 | val_loss: 0.0313088 | Time: 2002.76 ms [2020-12-18 16:03:52 main:581] : INFO : Epoch 1772 | loss: 0.0309728 | val_loss: 0.0313262 | Time: 1996.65 ms [2020-12-18 16:03:54 main:581] : INFO : Epoch 1773 | loss: 0.0309708 | val_loss: 0.0312898 | Time: 2003.76 ms [2020-12-18 16:03:56 main:581] : INFO : Epoch 1774 | loss: 0.0309755 | val_loss: 0.0313398 | Time: 1997.97 ms [2020-12-18 16:03:58 main:581] : INFO : Epoch 1775 | loss: 0.0309769 | val_loss: 0.0313097 | Time: 2004.74 ms [2020-12-18 16:04:00 main:581] : INFO : Epoch 1776 | loss: 0.0309815 | val_loss: 0.0312822 | Time: 2000.89 ms [2020-12-18 16:04:02 main:581] : INFO : Epoch 1777 | loss: 0.030989 | val_loss: 0.0312776 | Time: 2001.86 ms [2020-12-18 16:04:04 main:581] : INFO : Epoch 1778 | loss: 0.0309987 | val_loss: 0.0313126 | Time: 2010.46 ms [2020-12-18 16:04:06 main:581] : INFO : Epoch 1779 | loss: 0.0309908 | val_loss: 0.0313045 | Time: 1998.1 ms [2020-12-18 16:04:08 main:581] : INFO : Epoch 1780 | loss: 0.0309824 | val_loss: 0.0312992 | Time: 2002.18 ms [2020-12-18 16:04:10 main:581] : INFO : Epoch 1781 | loss: 0.0309839 | val_loss: 0.0313079 | Time: 2011.3 ms [2020-12-18 16:04:12 main:581] : INFO : Epoch 1782 | loss: 0.0309837 | val_loss: 0.0312876 | Time: 2004.58 ms [2020-12-18 16:04:14 main:581] : INFO : Epoch 1783 | loss: 0.0309864 | val_loss: 0.0313272 | Time: 2008.56 ms [2020-12-18 16:04:16 main:581] : INFO : Epoch 1784 | loss: 0.0309852 | val_loss: 0.0312872 | Time: 2005.54 ms [2020-12-18 16:04:18 main:581] : INFO : Epoch 1785 | loss: 0.030978 | val_loss: 0.0313122 | Time: 1998.45 ms [2020-12-18 16:04:20 main:581] : INFO : Epoch 1786 | loss: 0.0309811 | val_loss: 0.0313184 | Time: 2016.76 ms [2020-12-18 16:04:22 main:581] : INFO : Epoch 1787 | loss: 0.0309779 | val_loss: 0.0313064 | Time: 2004.78 ms [2020-12-18 16:04:24 main:581] : INFO : Epoch 1788 | loss: 0.0309684 | val_loss: 0.0313207 | Time: 2009.63 ms [2020-12-18 16:04:26 main:581] : INFO : Epoch 1789 | loss: 0.0309702 | val_loss: 0.0312964 | Time: 2004.13 ms [2020-12-18 16:04:28 main:581] : INFO : Epoch 1790 | loss: 0.0309765 | val_loss: 0.0313176 | Time: 1999.95 ms [2020-12-18 16:04:30 main:581] : INFO : Epoch 1791 | loss: 0.0309889 | val_loss: 0.0313 | Time: 2003.58 ms [2020-12-18 16:04:32 main:581] : INFO : Epoch 1792 | loss: 0.0309936 | val_loss: 0.0313051 | Time: 2001.04 ms [2020-12-18 16:04:34 main:581] : INFO : Epoch 1793 | loss: 0.0309804 | val_loss: 0.0313125 | Time: 2010.07 ms [2020-12-18 16:04:36 main:581] : INFO : Epoch 1794 | loss: 0.0309821 | val_loss: 0.0313077 | Time: 1999.38 ms [2020-12-18 16:04:38 main:581] : INFO : Epoch 1795 | loss: 0.030977 | val_loss: 0.0313044 | Time: 1998.1 ms [2020-12-18 16:04:40 main:581] : INFO : Epoch 1796 | loss: 0.0309716 | val_loss: 0.0313038 | Time: 2004.07 ms [2020-12-18 16:04:42 main:581] : INFO : Epoch 1797 | loss: 0.0309686 | val_loss: 0.0313338 | Time: 2012.16 ms [2020-12-18 16:04:44 main:581] : INFO : Epoch 1798 | loss: 0.0309799 | val_loss: 0.0312792 | Time: 1998.54 ms [2020-12-18 16:04:46 main:581] : INFO : Epoch 1799 | loss: 0.03098 | val_loss: 0.0312924 | Time: 1995.48 ms [2020-12-18 16:04:48 main:581] : INFO : Epoch 1800 | loss: 0.0309824 | val_loss: 0.0313095 | Time: 2002.49 ms [2020-12-18 16:04:50 main:581] : INFO : Epoch 1801 | loss: 0.0309862 | val_loss: 0.0313107 | Time: 1998.4 ms [2020-12-18 16:04:52 main:581] : INFO : Epoch 1802 | loss: 0.0309902 | val_loss: 0.0313235 | Time: 2008.07 ms [2020-12-18 16:04:54 main:581] : INFO : Epoch 1803 | loss: 0.0309843 | val_loss: 0.0313223 | Time: 1995.4 ms [2020-12-18 16:04:56 main:581] : INFO : Epoch 1804 | loss: 0.0309863 | val_loss: 0.0313056 | Time: 1996.53 ms [2020-12-18 16:04:58 main:581] : INFO : Epoch 1805 | loss: 0.0309811 | val_loss: 0.0313056 | Time: 2010.93 ms [2020-12-18 16:05:00 main:581] : INFO : Epoch 1806 | loss: 0.0309796 | val_loss: 0.0313503 | Time: 2002.9 ms [2020-12-18 16:05:02 main:581] : INFO : Epoch 1807 | loss: 0.0309792 | val_loss: 0.0313019 | Time: 2006.04 ms [2020-12-18 16:05:04 main:581] : INFO : Epoch 1808 | loss: 0.0309773 | val_loss: 0.0312992 | Time: 2013.28 ms [2020-12-18 16:05:06 main:581] : INFO : Epoch 1809 | loss: 0.0309779 | val_loss: 0.0313287 | Time: 1999.27 ms [2020-12-18 16:05:08 main:581] : INFO : Epoch 1810 | loss: 0.0309827 | val_loss: 0.0313076 | Time: 2012.56 ms [2020-12-18 16:05:10 main:581] : INFO : Epoch 1811 | loss: 0.030977 | val_loss: 0.0313317 | Time: 2004.21 ms [2020-12-18 16:05:12 main:581] : INFO : Epoch 1812 | loss: 0.0309748 | val_loss: 0.0312951 | Time: 2000.25 ms [2020-12-18 16:05:14 main:581] : INFO : Epoch 1813 | loss: 0.0309786 | val_loss: 0.0313413 | Time: 2009.28 ms [2020-12-18 16:05:16 main:581] : INFO : Epoch 1814 | loss: 0.0309823 | val_loss: 0.0313166 | Time: 1996.87 ms [2020-12-18 16:05:18 main:581] : INFO : Epoch 1815 | loss: 0.0309774 | val_loss: 0.0313085 | Time: 2004.16 ms [2020-12-18 16:05:20 main:581] : INFO : Epoch 1816 | loss: 0.0309753 | val_loss: 0.0313141 | Time: 2008.36 ms [2020-12-18 16:05:22 main:581] : INFO : Epoch 1817 | loss: 0.0309775 | val_loss: 0.0313303 | Time: 2000.18 ms [2020-12-18 16:05:24 main:581] : INFO : Epoch 1818 | loss: 0.0309798 | val_loss: 0.0312877 | Time: 2005.4 ms [2020-12-18 16:05:26 main:581] : INFO : Epoch 1819 | loss: 0.0309897 | val_loss: 0.0313244 | Time: 1988.28 ms [2020-12-18 16:05:28 main:581] : INFO : Epoch 1820 | loss: 0.0309743 | val_loss: 0.0313172 | Time: 2015.6 ms [2020-12-18 16:05:30 main:581] : INFO : Epoch 1821 | loss: 0.0309796 | val_loss: 0.031303 | Time: 1997.84 ms [2020-12-18 16:05:32 main:581] : INFO : Epoch 1822 | loss: 0.0309717 | val_loss: 0.031303 | Time: 2002.7 ms [2020-12-18 16:05:34 main:581] : INFO : Epoch 1823 | loss: 0.0309796 | val_loss: 0.031302 | Time: 2005.11 ms [2020-12-18 16:05:36 main:581] : INFO : Epoch 1824 | loss: 0.0309854 | val_loss: 0.0313109 | Time: 2002.42 ms [2020-12-18 16:05:38 main:581] : INFO : Epoch 1825 | loss: 0.030997 | val_loss: 0.0313162 | Time: 2005.07 ms [2020-12-18 16:05:40 main:581] : INFO : Epoch 1826 | loss: 0.0309867 | val_loss: 0.0313326 | Time: 2004.1 ms [2020-12-18 16:05:42 main:581] : INFO : Epoch 1827 | loss: 0.0309728 | val_loss: 0.0313265 | Time: 1996.41 ms [2020-12-18 16:05:44 main:581] : INFO : Epoch 1828 | loss: 0.0309769 | val_loss: 0.0313066 | Time: 2006.79 ms [2020-12-18 16:05:46 main:581] : INFO : Epoch 1829 | loss: 0.0309813 | val_loss: 0.0312971 | Time: 2004.65 ms [2020-12-18 16:05:48 main:581] : INFO : Epoch 1830 | loss: 0.0309686 | val_loss: 0.0313429 | Time: 2002.6 ms [2020-12-18 16:05:50 main:581] : INFO : Epoch 1831 | loss: 0.0309673 | val_loss: 0.0313593 | Time: 2002.08 ms [2020-12-18 16:05:52 main:581] : INFO : Epoch 1832 | loss: 0.0309664 | val_loss: 0.0313296 | Time: 2002.45 ms [2020-12-18 16:05:54 main:581] : INFO : Epoch 1833 | loss: 0.0309823 | val_loss: 0.031301 | Time: 1993.27 ms [2020-12-18 16:05:56 main:581] : INFO : Epoch 1834 | loss: 0.0309827 | val_loss: 0.0313085 | Time: 2012.75 ms [2020-12-18 16:05:58 main:581] : INFO : Epoch 1835 | loss: 0.0309883 | val_loss: 0.0312993 | Time: 1998.86 ms [2020-12-18 16:06:00 main:581] : INFO : Epoch 1836 | loss: 0.0309715 | val_loss: 0.0313138 | Time: 2010.25 ms [2020-12-18 16:06:02 main:581] : INFO : Epoch 1837 | loss: 0.0309766 | val_loss: 0.0313065 | Time: 1997.96 ms [2020-12-18 16:06:04 main:581] : INFO : Epoch 1838 | loss: 0.030996 | val_loss: 0.031299 | Time: 2006.53 ms [2020-12-18 16:06:06 main:581] : INFO : Epoch 1839 | loss: 0.0309887 | val_loss: 0.0313617 | Time: 1993.57 ms [2020-12-18 16:06:08 main:581] : INFO : Epoch 1840 | loss: 0.0309775 | val_loss: 0.031318 | Time: 2004.27 ms [2020-12-18 16:06:10 main:581] : INFO : Epoch 1841 | loss: 0.0309739 | val_loss: 0.0313202 | Time: 2005.37 ms [2020-12-18 16:06:12 main:581] : INFO : Epoch 1842 | loss: 0.0309754 | val_loss: 0.0313086 | Time: 2004.94 ms [2020-12-18 16:06:14 main:581] : INFO : Epoch 1843 | loss: 0.0309753 | val_loss: 0.0313078 | Time: 1997.76 ms [2020-12-18 16:06:16 main:581] : INFO : Epoch 1844 | loss: 0.0309758 | val_loss: 0.0313265 | Time: 2005.34 ms [2020-12-18 16:06:18 main:581] : INFO : Epoch 1845 | loss: 0.0309831 | val_loss: 0.0313259 | Time: 2004.32 ms [2020-12-18 16:06:20 main:581] : INFO : Epoch 1846 | loss: 0.0309839 | val_loss: 0.0313105 | Time: 2004.72 ms [2020-12-18 16:06:22 main:581] : INFO : Epoch 1847 | loss: 0.0309758 | val_loss: 0.0313375 | Time: 1995.41 ms [2020-12-18 16:06:24 main:581] : INFO : Epoch 1848 | loss: 0.0309747 | val_loss: 0.0313288 | Time: 1999.31 ms [2020-12-18 16:06:26 main:581] : INFO : Epoch 1849 | loss: 0.0309794 | val_loss: 0.0313 | Time: 1996.48 ms [2020-12-18 16:06:28 main:581] : INFO : Epoch 1850 | loss: 0.0309763 | val_loss: 0.0313196 | Time: 1998.01 ms [2020-12-18 16:06:30 main:581] : INFO : Epoch 1851 | loss: 0.0309704 | val_loss: 0.0313091 | Time: 2003.21 ms [2020-12-18 16:06:32 main:581] : INFO : Epoch 1852 | loss: 0.0309788 | val_loss: 0.0313324 | Time: 2002.37 ms [2020-12-18 16:06:34 main:581] : INFO : Epoch 1853 | loss: 0.0309742 | val_loss: 0.0313217 | Time: 2003.43 ms [2020-12-18 16:06:36 main:581] : INFO : Epoch 1854 | loss: 0.0309774 | val_loss: 0.0312968 | Time: 2006.46 ms [2020-12-18 16:06:38 main:581] : INFO : Epoch 1855 | loss: 0.0309814 | val_loss: 0.0313066 | Time: 1998.41 ms [2020-12-18 16:06:40 main:581] : INFO : Epoch 1856 | loss: 0.0309951 | val_loss: 0.0312814 | Time: 2008.6 ms [2020-12-18 16:06:42 main:581] : INFO : Epoch 1857 | loss: 0.0309866 | val_loss: 0.031328 | Time: 2005.83 ms [2020-12-18 16:06:44 main:581] : INFO : Epoch 1858 | loss: 0.0309878 | val_loss: 0.0312947 | Time: 2006.93 ms [2020-12-18 16:06:46 main:581] : INFO : Epoch 1859 | loss: 0.030985 | val_loss: 0.0313076 | Time: 2000.42 ms [2020-12-18 16:06:48 main:581] : INFO : Epoch 1860 | loss: 0.0309826 | val_loss: 0.031311 | Time: 2005.59 ms [2020-12-18 16:06:50 main:581] : INFO : Epoch 1861 | loss: 0.0309742 | val_loss: 0.0312911 | Time: 1999.93 ms [2020-12-18 16:06:52 main:581] : INFO : Epoch 1862 | loss: 0.0309822 | val_loss: 0.0313071 | Time: 2014.24 ms [2020-12-18 16:06:54 main:581] : INFO : Epoch 1863 | loss: 0.0309761 | val_loss: 0.031325 | Time: 1994.52 ms [2020-12-18 16:06:56 main:581] : INFO : Epoch 1864 | loss: 0.0309895 | val_loss: 0.0312747 | Time: 1997.06 ms [2020-12-18 16:06:58 main:581] : INFO : Epoch 1865 | loss: 0.031 | val_loss: 0.0313241 | Time: 2007.21 ms [2020-12-18 16:07:00 main:581] : INFO : Epoch 1866 | loss: 0.0309841 | val_loss: 0.0313107 | Time: 2004.51 ms [2020-12-18 16:07:02 main:581] : INFO : Epoch 1867 | loss: 0.0309921 | val_loss: 0.0312806 | Time: 2000.78 ms [2020-12-18 16:07:04 main:581] : INFO : Epoch 1868 | loss: 0.0309877 | val_loss: 0.0313094 | Time: 1998.53 ms [2020-12-18 16:07:06 main:581] : INFO : Epoch 1869 | loss: 0.0309783 | val_loss: 0.0313317 | Time: 1992.26 ms [2020-12-18 16:07:08 main:581] : INFO : Epoch 1870 | loss: 0.0309769 | val_loss: 0.031288 | Time: 1999.83 ms [2020-12-18 16:07:10 main:581] : INFO : Epoch 1871 | loss: 0.0309767 | val_loss: 0.0313058 | Time: 2005.24 ms [2020-12-18 16:07:12 main:581] : INFO : Epoch 1872 | loss: 0.0309759 | val_loss: 0.0312962 | Time: 2009.42 ms [2020-12-18 16:07:14 main:581] : INFO : Epoch 1873 | loss: 0.0309703 | val_loss: 0.0313125 | Time: 2000.59 ms [2020-12-18 16:07:16 main:581] : INFO : Epoch 1874 | loss: 0.0309671 | val_loss: 0.0312886 | Time: 2005.29 ms [2020-12-18 16:07:18 main:581] : INFO : Epoch 1875 | loss: 0.0309811 | val_loss: 0.0313066 | Time: 1995.66 ms [2020-12-18 16:07:20 main:581] : INFO : Epoch 1876 | loss: 0.0309791 | val_loss: 0.0313039 | Time: 2001.04 ms [2020-12-18 16:07:22 main:581] : INFO : Epoch 1877 | loss: 0.030985 | val_loss: 0.0313108 | Time: 1999.18 ms [2020-12-18 16:07:24 main:581] : INFO : Epoch 1878 | loss: 0.030993 | val_loss: 0.031321 | Time: 2007.54 ms [2020-12-18 16:07:26 main:581] : INFO : Epoch 1879 | loss: 0.0309806 | val_loss: 0.0313236 | Time: 1998.03 ms [2020-12-18 16:07:28 main:581] : INFO : Epoch 1880 | loss: 0.0309861 | val_loss: 0.0313001 | Time: 2001.31 ms [2020-12-18 16:07:30 main:581] : INFO : Epoch 1881 | loss: 0.0309912 | val_loss: 0.0313113 | Time: 2005.8 ms [2020-12-18 16:07:32 main:581] : INFO : Epoch 1882 | loss: 0.030978 | val_loss: 0.0313171 | Time: 1995.72 ms [2020-12-18 16:07:34 main:581] : INFO : Epoch 1883 | loss: 0.0309853 | val_loss: 0.0313333 | Time: 2005.1 ms [2020-12-18 16:07:36 main:581] : INFO : Epoch 1884 | loss: 0.0309821 | val_loss: 0.031301 | Time: 2006.45 ms [2020-12-18 16:07:38 main:581] : INFO : Epoch 1885 | loss: 0.0309905 | val_loss: 0.0313036 | Time: 2002.57 ms [2020-12-18 16:07:40 main:581] : INFO : Epoch 1886 | loss: 0.0309814 | val_loss: 0.0313036 | Time: 2004.6 ms [2020-12-18 16:07:42 main:581] : INFO : Epoch 1887 | loss: 0.0309775 | val_loss: 0.0313022 | Time: 2005.66 ms [2020-12-18 16:07:44 main:581] : INFO : Epoch 1888 | loss: 0.0309698 | val_loss: 0.0312876 | Time: 1997.53 ms [2020-12-18 16:07:46 main:581] : INFO : Epoch 1889 | loss: 0.0309733 | val_loss: 0.0313137 | Time: 1992.01 ms [2020-12-18 16:07:48 main:581] : INFO : Epoch 1890 | loss: 0.0309704 | val_loss: 0.0313111 | Time: 2013.29 ms [2020-12-18 16:07:50 main:581] : INFO : Epoch 1891 | loss: 0.0309837 | val_loss: 0.0313107 | Time: 2000.07 ms [2020-12-18 16:07:52 main:581] : INFO : Epoch 1892 | loss: 0.0309827 | val_loss: 0.0313411 | Time: 2004.87 ms [2020-12-18 16:07:54 main:581] : INFO : Epoch 1893 | loss: 0.0309856 | val_loss: 0.0312856 | Time: 1997.41 ms [2020-12-18 16:07:56 main:581] : INFO : Epoch 1894 | loss: 0.0309839 | val_loss: 0.031339 | Time: 1994.44 ms [2020-12-18 16:07:58 main:581] : INFO : Epoch 1895 | loss: 0.0309812 | val_loss: 0.0313429 | Time: 1998.75 ms [2020-12-18 16:08:00 main:581] : INFO : Epoch 1896 | loss: 0.0309756 | val_loss: 0.0313198 | Time: 2004.73 ms [2020-12-18 16:08:02 main:581] : INFO : Epoch 1897 | loss: 0.0309939 | val_loss: 0.0313366 | Time: 2003.72 ms [2020-12-18 16:08:04 main:581] : INFO : Epoch 1898 | loss: 0.0313248 | val_loss: 0.0317996 | Time: 1996.99 ms [2020-12-18 16:08:06 main:581] : INFO : Epoch 1899 | loss: 0.0323396 | val_loss: 0.0322368 | Time: 2002.88 ms [2020-12-18 16:08:08 main:581] : INFO : Epoch 1900 | loss: 0.0314893 | val_loss: 0.03133 | Time: 2005.56 ms [2020-12-18 16:08:10 main:581] : INFO : Epoch 1901 | loss: 0.0312872 | val_loss: 0.0312657 | Time: 2006.9 ms [2020-12-18 16:08:12 main:581] : INFO : Epoch 1902 | loss: 0.0312545 | val_loss: 0.0312485 | Time: 1996.47 ms [2020-12-18 16:08:14 main:581] : INFO : Epoch 1903 | loss: 0.0312437 | val_loss: 0.0312399 | Time: 2015.45 ms [2020-12-18 16:08:16 main:581] : INFO : Epoch 1904 | loss: 0.0312327 | val_loss: 0.0312256 | Time: 2001.39 ms [2020-12-18 16:08:18 main:581] : INFO : Epoch 1905 | loss: 0.0312182 | val_loss: 0.0312062 | Time: 1997.51 ms [2020-12-18 16:08:20 main:581] : INFO : Epoch 1906 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 2012.11 ms [2020-12-18 16:08:22 main:581] : INFO : Epoch 1907 | loss: 0.0311886 | val_loss: 0.031177 | Time: 1997.73 ms [2020-12-18 16:08:24 main:581] : INFO : Epoch 1908 | loss: 0.0311729 | val_loss: 0.0311735 | Time: 2005.52 ms [2020-12-18 16:08:26 main:581] : INFO : Epoch 1909 | loss: 0.0311623 | val_loss: 0.0311614 | Time: 2000.21 ms [2020-12-18 16:08:28 main:581] : INFO : Epoch 1910 | loss: 0.0311533 | val_loss: 0.0311626 | Time: 2005.66 ms [2020-12-18 16:08:30 main:581] : INFO : Epoch 1911 | loss: 0.0311506 | val_loss: 0.0311584 | Time: 1996.55 ms [2020-12-18 16:08:32 main:581] : INFO : Epoch 1912 | loss: 0.0311462 | val_loss: 0.0311585 | Time: 2011.86 ms [2020-12-18 16:08:34 main:581] : INFO : Epoch 1913 | loss: 0.0311437 | val_loss: 0.031158 | Time: 2007.92 ms [2020-12-18 16:08:36 main:581] : INFO : Epoch 1914 | loss: 0.031142 | val_loss: 0.0311599 | Time: 1990.62 ms [2020-12-18 16:08:38 main:581] : INFO : Epoch 1915 | loss: 0.0311424 | val_loss: 0.0311606 | Time: 1994.69 ms [2020-12-18 16:08:40 main:581] : INFO : Epoch 1916 | loss: 0.0311398 | val_loss: 0.0311574 | Time: 2000.11 ms [2020-12-18 16:08:42 main:581] : INFO : Epoch 1917 | loss: 0.0311354 | val_loss: 0.0311584 | Time: 2001.29 ms [2020-12-18 16:08:44 main:581] : INFO : Epoch 1918 | loss: 0.0311349 | val_loss: 0.0311575 | Time: 1992.77 ms [2020-12-18 16:08:46 main:581] : INFO : Epoch 1919 | loss: 0.0311333 | val_loss: 0.0311589 | Time: 2003.61 ms [2020-12-18 16:08:48 main:581] : INFO : Epoch 1920 | loss: 0.0311336 | val_loss: 0.0311618 | Time: 2004.46 ms [2020-12-18 16:08:50 main:581] : INFO : Epoch 1921 | loss: 0.0311344 | val_loss: 0.0311594 | Time: 1993.12 ms [2020-12-18 16:08:52 main:581] : INFO : Epoch 1922 | loss: 0.0311315 | val_loss: 0.031161 | Time: 2004.01 ms [2020-12-18 16:08:54 main:581] : INFO : Epoch 1923 | loss: 0.0311319 | val_loss: 0.0311582 | Time: 2003.83 ms [2020-12-18 16:08:56 main:581] : INFO : Epoch 1924 | loss: 0.0311309 | val_loss: 0.0311614 | Time: 1998.36 ms [2020-12-18 16:08:58 main:581] : INFO : Epoch 1925 | loss: 0.0311277 | val_loss: 0.0311627 | Time: 2007.07 ms [2020-12-18 16:09:00 main:581] : INFO : Epoch 1926 | loss: 0.031129 | val_loss: 0.0311627 | Time: 2006.63 ms [2020-12-18 16:09:02 main:581] : INFO : Epoch 1927 | loss: 0.0311261 | val_loss: 0.0311615 | Time: 2005.29 ms [2020-12-18 16:09:04 main:581] : INFO : Epoch 1928 | loss: 0.0311273 | val_loss: 0.0311631 | Time: 2003.01 ms [2020-12-18 16:09:06 main:581] : INFO : Epoch 1929 | loss: 0.0311287 | val_loss: 0.0311635 | Time: 1996.02 ms [2020-12-18 16:09:08 main:581] : INFO : Epoch 1930 | loss: 0.0311267 | val_loss: 0.0311649 | Time: 2008.59 ms [2020-12-18 16:09:10 main:581] : INFO : Epoch 1931 | loss: 0.0311263 | val_loss: 0.0311609 | Time: 2009.14 ms [2020-12-18 16:09:12 main:581] : INFO : Epoch 1932 | loss: 0.0311262 | val_loss: 0.0311671 | Time: 2007.46 ms [2020-12-18 16:09:14 main:581] : INFO : Epoch 1933 | loss: 0.031129 | val_loss: 0.0311687 | Time: 2004.89 ms [2020-12-18 16:09:16 main:581] : INFO : Epoch 1934 | loss: 0.031129 | val_loss: 0.0311781 | Time: 2004.99 ms [2020-12-18 16:09:18 main:581] : INFO : Epoch 1935 | loss: 0.031126 | val_loss: 0.0311658 | Time: 1998.69 ms [2020-12-18 16:09:20 main:581] : INFO : Epoch 1936 | loss: 0.0311249 | val_loss: 0.0311639 | Time: 2003.14 ms [2020-12-18 16:09:22 main:581] : INFO : Epoch 1937 | loss: 0.0311253 | val_loss: 0.0311645 | Time: 1996.38 ms [2020-12-18 16:09:24 main:581] : INFO : Epoch 1938 | loss: 0.0311265 | val_loss: 0.0311645 | Time: 2004.71 ms [2020-12-18 16:09:26 main:581] : INFO : Epoch 1939 | loss: 0.031125 | val_loss: 0.0311663 | Time: 2006.12 ms [2020-12-18 16:09:28 main:581] : INFO : Epoch 1940 | loss: 0.0311225 | val_loss: 0.03117 | Time: 1996.06 ms [2020-12-18 16:09:30 main:581] : INFO : Epoch 1941 | loss: 0.03112 | val_loss: 0.031168 | Time: 2007.21 ms [2020-12-18 16:09:32 main:581] : INFO : Epoch 1942 | loss: 0.0311206 | val_loss: 0.0311713 | Time: 2019.57 ms [2020-12-18 16:09:34 main:581] : INFO : Epoch 1943 | loss: 0.0311195 | val_loss: 0.0311683 | Time: 2003.53 ms [2020-12-18 16:09:36 main:581] : INFO : Epoch 1944 | loss: 0.031135 | val_loss: 0.0311621 | Time: 2007.79 ms [2020-12-18 16:09:38 main:581] : INFO : Epoch 1945 | loss: 0.0311353 | val_loss: 0.0311639 | Time: 1996.82 ms [2020-12-18 16:09:40 main:581] : INFO : Epoch 1946 | loss: 0.0311302 | val_loss: 0.0311649 | Time: 2004.34 ms [2020-12-18 16:09:42 main:581] : INFO : Epoch 1947 | loss: 0.0311263 | val_loss: 0.0311667 | Time: 2005.2 ms [2020-12-18 16:09:44 main:581] : INFO : Epoch 1948 | loss: 0.0311265 | val_loss: 0.0311665 | Time: 2011.98 ms [2020-12-18 16:09:46 main:581] : INFO : Epoch 1949 | loss: 0.0311219 | val_loss: 0.0311654 | Time: 1997.11 ms [2020-12-18 16:09:48 main:581] : INFO : Epoch 1950 | loss: 0.0311209 | val_loss: 0.0311704 | Time: 2006.56 ms [2020-12-18 16:09:50 main:581] : INFO : Epoch 1951 | loss: 0.0311191 | val_loss: 0.0311724 | Time: 2004.01 ms [2020-12-18 16:09:52 main:581] : INFO : Epoch 1952 | loss: 0.0311181 | val_loss: 0.0311665 | Time: 1994.76 ms [2020-12-18 16:09:54 main:581] : INFO : Epoch 1953 | loss: 0.0311171 | val_loss: 0.0311691 | Time: 2004.51 ms [2020-12-18 16:09:56 main:581] : INFO : Epoch 1954 | loss: 0.0311175 | val_loss: 0.0311665 | Time: 2002.51 ms [2020-12-18 16:09:58 main:581] : INFO : Epoch 1955 | loss: 0.0311202 | val_loss: 0.0311675 | Time: 2005.74 ms [2020-12-18 16:10:00 main:581] : INFO : Epoch 1956 | loss: 0.0311217 | val_loss: 0.0311743 | Time: 2007.07 ms [2020-12-18 16:10:02 main:581] : INFO : Epoch 1957 | loss: 0.0311182 | val_loss: 0.0311804 | Time: 1999.45 ms [2020-12-18 16:10:04 main:581] : INFO : Epoch 1958 | loss: 0.0311186 | val_loss: 0.0311664 | Time: 2006.55 ms [2020-12-18 16:10:06 main:581] : INFO : Epoch 1959 | loss: 0.0311299 | val_loss: 0.0311739 | Time: 1996.71 ms [2020-12-18 16:10:08 main:581] : INFO : Epoch 1960 | loss: 0.0311571 | val_loss: 0.0311697 | Time: 2002.98 ms [2020-12-18 16:10:10 main:581] : INFO : Epoch 1961 | loss: 0.0311515 | val_loss: 0.0311663 | Time: 1995.83 ms [2020-12-18 16:10:12 main:581] : INFO : Epoch 1962 | loss: 0.0311457 | val_loss: 0.03116 | Time: 1994.59 ms [2020-12-18 16:10:14 main:581] : INFO : Epoch 1963 | loss: 0.0311385 | val_loss: 0.0311618 | Time: 1999.93 ms [2020-12-18 16:10:16 main:581] : INFO : Epoch 1964 | loss: 0.0311355 | val_loss: 0.0311645 | Time: 1996.52 ms [2020-12-18 16:10:18 main:581] : INFO : Epoch 1965 | loss: 0.0311344 | val_loss: 0.0311668 | Time: 2002.77 ms [2020-12-18 16:10:20 main:581] : INFO : Epoch 1966 | loss: 0.0311312 | val_loss: 0.031169 | Time: 1996.6 ms [2020-12-18 16:10:22 main:581] : INFO : Epoch 1967 | loss: 0.0311315 | val_loss: 0.0311641 | Time: 2004.97 ms [2020-12-18 16:10:24 main:581] : INFO : Epoch 1968 | loss: 0.0311266 | val_loss: 0.0311667 | Time: 2004.56 ms [2020-12-18 16:10:26 main:581] : INFO : Epoch 1969 | loss: 0.0311255 | val_loss: 0.0311674 | Time: 1997.8 ms [2020-12-18 16:10:28 main:581] : INFO : Epoch 1970 | loss: 0.0311297 | val_loss: 0.0311689 | Time: 2005.52 ms [2020-12-18 16:10:30 main:581] : INFO : Epoch 1971 | loss: 0.0311266 | val_loss: 0.0311661 | Time: 2007.03 ms [2020-12-18 16:10:32 main:581] : INFO : Epoch 1972 | loss: 0.0311248 | val_loss: 0.0311723 | Time: 1997.6 ms [2020-12-18 16:10:34 main:581] : INFO : Epoch 1973 | loss: 0.0311231 | val_loss: 0.0311695 | Time: 2006.78 ms [2020-12-18 16:10:36 main:581] : INFO : Epoch 1974 | loss: 0.031121 | val_loss: 0.0311717 | Time: 2010.01 ms [2020-12-18 16:10:38 main:581] : INFO : Epoch 1975 | loss: 0.0311197 | val_loss: 0.0311735 | Time: 2000.65 ms [2020-12-18 16:10:41 main:581] : INFO : Epoch 1976 | loss: 0.0311251 | val_loss: 0.0311712 | Time: 2006.69 ms [2020-12-18 16:10:43 main:581] : INFO : Epoch 1977 | loss: 0.0311233 | val_loss: 0.0311707 | Time: 2008.63 ms [2020-12-18 16:10:45 main:581] : INFO : Epoch 1978 | loss: 0.0311207 | val_loss: 0.031175 | Time: 2003 ms [2020-12-18 16:10:47 main:581] : INFO : Epoch 1979 | loss: 0.0311182 | val_loss: 0.0311711 | Time: 2001.06 ms [2020-12-18 16:10:49 main:581] : INFO : Epoch 1980 | loss: 0.0311161 | val_loss: 0.0311741 | Time: 2007.82 ms [2020-12-18 16:10:51 main:581] : INFO : Epoch 1981 | loss: 0.0311172 | val_loss: 0.0311785 | Time: 2007.24 ms [2020-12-18 16:10:53 main:581] : INFO : Epoch 1982 | loss: 0.0311188 | val_loss: 0.0311762 | Time: 2015.01 ms [2020-12-18 16:10:55 main:581] : INFO : Epoch 1983 | loss: 0.0311194 | val_loss: 0.0311787 | Time: 2001.59 ms [2020-12-18 16:10:57 main:581] : INFO : Epoch 1984 | loss: 0.0311166 | val_loss: 0.0311796 | Time: 2005.9 ms [2020-12-18 16:10:59 main:581] : INFO : Epoch 1985 | loss: 0.0311133 | val_loss: 0.0311758 | Time: 2008.55 ms [2020-12-18 16:11:01 main:581] : INFO : Epoch 1986 | loss: 0.0311115 | val_loss: 0.0311744 | Time: 2005.05 ms [2020-12-18 16:11:03 main:581] : INFO : Epoch 1987 | loss: 0.0311119 | val_loss: 0.0311757 | Time: 1996.47 ms [2020-12-18 16:11:05 main:581] : INFO : Epoch 1988 | loss: 0.0311095 | val_loss: 0.0311819 | Time: 2006.76 ms [2020-12-18 16:11:07 main:581] : INFO : Epoch 1989 | loss: 0.0311108 | val_loss: 0.0311813 | Time: 1988.59 ms [2020-12-18 16:11:09 main:581] : INFO : Epoch 1990 | loss: 0.0311113 | val_loss: 0.0311885 | Time: 2004.58 ms [2020-12-18 16:11:11 main:581] : INFO : Epoch 1991 | loss: 0.0311088 | val_loss: 0.0311835 | Time: 2001.91 ms [2020-12-18 16:11:13 main:581] : INFO : Epoch 1992 | loss: 0.0311107 | val_loss: 0.0311808 | Time: 2004.02 ms [2020-12-18 16:11:15 main:581] : INFO : Epoch 1993 | loss: 0.0311108 | val_loss: 0.0311872 | Time: 2011.1 ms [2020-12-18 16:11:17 main:581] : INFO : Epoch 1994 | loss: 0.0311112 | val_loss: 0.0311887 | Time: 2002.27 ms [2020-12-18 16:11:19 main:581] : INFO : Epoch 1995 | loss: 0.0311058 | val_loss: 0.0311845 | Time: 2008.76 ms [2020-12-18 16:11:21 main:581] : INFO : Epoch 1996 | loss: 0.0311078 | val_loss: 0.0311777 | Time: 2008.22 ms [2020-12-18 16:11:23 main:581] : INFO : Epoch 1997 | loss: 0.0311125 | val_loss: 0.0311748 | Time: 2008.75 ms [2020-12-18 16:11:25 main:581] : INFO : Epoch 1998 | loss: 0.0311078 | val_loss: 0.0311846 | Time: 2009.46 ms [2020-12-18 16:11:27 main:581] : INFO : Epoch 1999 | loss: 0.0311078 | val_loss: 0.0311919 | Time: 1999 ms [2020-12-18 16:11:29 main:581] : INFO : Epoch 2000 | loss: 0.0311083 | val_loss: 0.0311784 | Time: 2005.53 ms [2020-12-18 16:11:31 main:581] : INFO : Epoch 2001 | loss: 0.0311068 | val_loss: 0.0311803 | Time: 2012.3 ms [2020-12-18 16:11:33 main:581] : INFO : Epoch 2002 | loss: 0.0311052 | val_loss: 0.0311947 | Time: 2000.74 ms [2020-12-18 16:11:35 main:581] : INFO : Epoch 2003 | loss: 0.0311058 | val_loss: 0.0311892 | Time: 2007.5 ms [2020-12-18 16:11:37 main:581] : INFO : Epoch 2004 | loss: 0.0311052 | val_loss: 0.0311853 | Time: 2008.32 ms [2020-12-18 16:11:39 main:581] : INFO : Epoch 2005 | loss: 0.0311033 | val_loss: 0.0311944 | Time: 1999.77 ms [2020-12-18 16:11:41 main:581] : INFO : Epoch 2006 | loss: 0.0311036 | val_loss: 0.0311796 | Time: 2001.8 ms [2020-12-18 16:11:43 main:581] : INFO : Epoch 2007 | loss: 0.0311041 | val_loss: 0.0311924 | Time: 2001.87 ms [2020-12-18 16:11:45 main:581] : INFO : Epoch 2008 | loss: 0.031102 | val_loss: 0.0311878 | Time: 2009.91 ms [2020-12-18 16:11:47 main:581] : INFO : Epoch 2009 | loss: 0.0311015 | val_loss: 0.0311893 | Time: 2000.85 ms [2020-12-18 16:11:49 main:581] : INFO : Epoch 2010 | loss: 0.0311078 | val_loss: 0.0311811 | Time: 2006.42 ms [2020-12-18 16:11:51 main:581] : INFO : Epoch 2011 | loss: 0.0311063 | val_loss: 0.0311908 | Time: 2013.46 ms [2020-12-18 16:11:53 main:581] : INFO : Epoch 2012 | loss: 0.0311036 | val_loss: 0.0311854 | Time: 1998.18 ms [2020-12-18 16:11:55 main:581] : INFO : Epoch 2013 | loss: 0.0311015 | val_loss: 0.0311849 | Time: 2008.8 ms [2020-12-18 16:11:57 main:581] : INFO : Epoch 2014 | loss: 0.0311036 | val_loss: 0.0311872 | Time: 1999.19 ms [2020-12-18 16:11:59 main:581] : INFO : Epoch 2015 | loss: 0.031113 | val_loss: 0.0311769 | Time: 1998.27 ms [2020-12-18 16:12:01 main:581] : INFO : Epoch 2016 | loss: 0.0311085 | val_loss: 0.0311843 | Time: 1995.32 ms [2020-12-18 16:12:03 main:581] : INFO : Epoch 2017 | loss: 0.0311044 | val_loss: 0.031184 | Time: 2005.44 ms [2020-12-18 16:12:05 main:581] : INFO : Epoch 2018 | loss: 0.0311018 | val_loss: 0.0311837 | Time: 1998.75 ms [2020-12-18 16:12:07 main:581] : INFO : Epoch 2019 | loss: 0.0311026 | val_loss: 0.0311911 | Time: 2008.69 ms [2020-12-18 16:12:09 main:581] : INFO : Epoch 2020 | loss: 0.0310992 | val_loss: 0.0311886 | Time: 2008.64 ms [2020-12-18 16:12:11 main:581] : INFO : Epoch 2021 | loss: 0.0311009 | val_loss: 0.0311902 | Time: 2000.26 ms [2020-12-18 16:12:13 main:581] : INFO : Epoch 2022 | loss: 0.031104 | val_loss: 0.0311816 | Time: 1998.01 ms [2020-12-18 16:12:15 main:581] : INFO : Epoch 2023 | loss: 0.0310993 | val_loss: 0.0311841 | Time: 2006.06 ms [2020-12-18 16:12:17 main:581] : INFO : Epoch 2024 | loss: 0.0310985 | val_loss: 0.0311909 | Time: 2010.81 ms [2020-12-18 16:12:19 main:581] : INFO : Epoch 2025 | loss: 0.0311007 | val_loss: 0.0311882 | Time: 2004.85 ms [2020-12-18 16:12:21 main:581] : INFO : Epoch 2026 | loss: 0.031102 | val_loss: 0.0311837 | Time: 2007.53 ms [2020-12-18 16:12:23 main:581] : INFO : Epoch 2027 | loss: 0.0311014 | val_loss: 0.0311865 | Time: 2000 ms [2020-12-18 16:12:25 main:581] : INFO : Epoch 2028 | loss: 0.0311015 | val_loss: 0.0311915 | Time: 2004.84 ms [2020-12-18 16:12:27 main:581] : INFO : Epoch 2029 | loss: 0.0311035 | val_loss: 0.0311839 | Time: 2000.9 ms [2020-12-18 16:12:29 main:581] : INFO : Epoch 2030 | loss: 0.0311 | val_loss: 0.0311859 | Time: 2008.69 ms [2020-12-18 16:12:31 main:581] : INFO : Epoch 2031 | loss: 0.0310983 | val_loss: 0.0311931 | Time: 2000.67 ms [2020-12-18 16:12:33 main:581] : INFO : Epoch 2032 | loss: 0.0311034 | val_loss: 0.0311771 | Time: 1997.31 ms [2020-12-18 16:12:35 main:581] : INFO : Epoch 2033 | loss: 0.0311007 | val_loss: 0.031183 | Time: 1998.12 ms [2020-12-18 16:12:37 main:581] : INFO : Epoch 2034 | loss: 0.0310982 | val_loss: 0.0311832 | Time: 2004.34 ms [2020-12-18 16:12:39 main:581] : INFO : Epoch 2035 | loss: 0.0311032 | val_loss: 0.0311847 | Time: 2004.96 ms [2020-12-18 16:12:41 main:581] : INFO : Epoch 2036 | loss: 0.0311142 | val_loss: 0.0311856 | Time: 2006.02 ms [2020-12-18 16:12:43 main:581] : INFO : Epoch 2037 | loss: 0.0311122 | val_loss: 0.0311805 | Time: 2001 ms [2020-12-18 16:12:45 main:581] : INFO : Epoch 2038 | loss: 0.0311082 | val_loss: 0.0311901 | Time: 2008.29 ms [2020-12-18 16:12:47 main:581] : INFO : Epoch 2039 | loss: 0.0310998 | val_loss: 0.0311879 | Time: 1998.71 ms [2020-12-18 16:12:49 main:581] : INFO : Epoch 2040 | loss: 0.0310963 | val_loss: 0.031183 | Time: 2007.39 ms [2020-12-18 16:12:51 main:581] : INFO : Epoch 2041 | loss: 0.0310944 | val_loss: 0.0311903 | Time: 2006.77 ms [2020-12-18 16:12:53 main:581] : INFO : Epoch 2042 | loss: 0.0310941 | val_loss: 0.0311839 | Time: 2001.87 ms [2020-12-18 16:12:55 main:581] : INFO : Epoch 2043 | loss: 0.0310929 | val_loss: 0.031186 | Time: 2007.64 ms [2020-12-18 16:12:57 main:581] : INFO : Epoch 2044 | loss: 0.031094 | val_loss: 0.031189 | Time: 2006.38 ms [2020-12-18 16:12:59 main:581] : INFO : Epoch 2045 | loss: 0.0310958 | val_loss: 0.0311836 | Time: 2000.79 ms [2020-12-18 16:13:01 main:581] : INFO : Epoch 2046 | loss: 0.0310953 | val_loss: 0.0312013 | Time: 2017.44 ms [2020-12-18 16:13:03 main:581] : INFO : Epoch 2047 | loss: 0.0310952 | val_loss: 0.0311846 | Time: 2003.33 ms [2020-12-18 16:13:05 main:581] : INFO : Epoch 2048 | loss: 0.0310938 | val_loss: 0.0311885 | Time: 2007.17 ms [2020-12-18 16:13:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311885 [2020-12-18 16:13:05 main:610] : INFO : Saving end state to config to file [2020-12-18 16:13:05 main:615] : INFO : Success, exiting.. 16:13:05 (2208491): 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)