Task 7557256
| Name | ParityModified-1631735078-27593-0_1 |
| Workunit | 5053615 |
| Created | 24 Sep 2021, 1:54:35 UTC |
| Sent | 24 Sep 2021, 4:28:48 UTC |
| Report deadline | 2 Oct 2021, 4:28:48 UTC |
| Received | 24 Sep 2021, 5:39:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 1 hours 10 min 17 sec |
| CPU time | 1 hours 10 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.17</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0309751 | val_loss: 0.0313042 | Time: 1870.26 ms
[2021-09-24 01:22:19 main:581] : INFO : Epoch 1539 | loss: 0.0309713 | val_loss: 0.031332 | Time: 1874.1 ms
[2021-09-24 01:22:21 main:581] : INFO : Epoch 1540 | loss: 0.0309752 | val_loss: 0.0313014 | Time: 1849.8 ms
[2021-09-24 01:22:22 main:581] : INFO : Epoch 1541 | loss: 0.0309712 | val_loss: 0.0313269 | Time: 1814.29 ms
[2021-09-24 01:22:24 main:581] : INFO : Epoch 1542 | loss: 0.0309719 | val_loss: 0.0313094 | Time: 1984.02 ms
[2021-09-24 01:22:27 main:581] : INFO : Epoch 1543 | loss: 0.0309719 | val_loss: 0.0313211 | Time: 2079.72 ms
[2021-09-24 01:22:29 main:581] : INFO : Epoch 1544 | loss: 0.0309721 | val_loss: 0.0313028 | Time: 2228.43 ms
[2021-09-24 01:22:31 main:581] : INFO : Epoch 1545 | loss: 0.0309762 | val_loss: 0.03129 | Time: 2001.63 ms
[2021-09-24 01:22:32 main:581] : INFO : Epoch 1546 | loss: 0.0309714 | val_loss: 0.0313178 | Time: 1747.37 ms
[2021-09-24 01:22:34 main:581] : INFO : Epoch 1547 | loss: 0.0309752 | val_loss: 0.0313223 | Time: 1860.66 ms
[2021-09-24 01:22:36 main:581] : INFO : Epoch 1548 | loss: 0.030969 | val_loss: 0.0313047 | Time: 2018.72 ms
[2021-09-24 01:22:38 main:581] : INFO : Epoch 1549 | loss: 0.0309756 | val_loss: 0.0312986 | Time: 2063.81 ms
[2021-09-24 01:22:41 main:581] : INFO : Epoch 1550 | loss: 0.0309827 | val_loss: 0.0313466 | Time: 2279.42 ms
[2021-09-24 01:22:43 main:581] : INFO : Epoch 1551 | loss: 0.0309749 | val_loss: 0.0313203 | Time: 2182.67 ms
[2021-09-24 01:22:45 main:581] : INFO : Epoch 1552 | loss: 0.030975 | val_loss: 0.0312838 | Time: 2140.46 ms
[2021-09-24 01:22:47 main:581] : INFO : Epoch 1553 | loss: 0.0309759 | val_loss: 0.0313201 | Time: 2025.83 ms
[2021-09-24 01:22:49 main:581] : INFO : Epoch 1554 | loss: 0.0309743 | val_loss: 0.0313091 | Time: 2180.3 ms
[2021-09-24 01:22:51 main:581] : INFO : Epoch 1555 | loss: 0.0309695 | val_loss: 0.03132 | Time: 2047.16 ms
[2021-09-24 01:22:53 main:581] : INFO : Epoch 1556 | loss: 0.0309711 | val_loss: 0.0312927 | Time: 1864.88 ms
[2021-09-24 01:22:55 main:581] : INFO : Epoch 1557 | loss: 0.0309823 | val_loss: 0.0313052 | Time: 1935.35 ms
[2021-09-24 01:22:57 main:581] : INFO : Epoch 1558 | loss: 0.0309715 | val_loss: 0.0312956 | Time: 1763.05 ms
[2021-09-24 01:22:59 main:581] : INFO : Epoch 1559 | loss: 0.0309739 | val_loss: 0.0312964 | Time: 2049.96 ms
[2021-09-24 01:23:01 main:581] : INFO : Epoch 1560 | loss: 0.030966 | val_loss: 0.0312853 | Time: 1714.14 ms
[2021-09-24 01:23:03 main:581] : INFO : Epoch 1561 | loss: 0.0309752 | val_loss: 0.0313006 | Time: 1972.56 ms
[2021-09-24 01:23:05 main:581] : INFO : Epoch 1562 | loss: 0.0309769 | val_loss: 0.0312958 | Time: 2012.21 ms
[2021-09-24 01:23:07 main:581] : INFO : Epoch 1563 | loss: 0.0309893 | val_loss: 0.031289 | Time: 2114.36 ms
[2021-09-24 01:23:09 main:581] : INFO : Epoch 1564 | loss: 0.0309845 | val_loss: 0.0312988 | Time: 1966 ms
[2021-09-24 01:23:11 main:581] : INFO : Epoch 1565 | loss: 0.0309777 | val_loss: 0.0313365 | Time: 1957.94 ms
[2021-09-24 01:23:13 main:581] : INFO : Epoch 1566 | loss: 0.0309811 | val_loss: 0.0312957 | Time: 2104.32 ms
[2021-09-24 01:23:15 main:581] : INFO : Epoch 1567 | loss: 0.0309742 | val_loss: 0.0313252 | Time: 2008.11 ms
[2021-09-24 01:23:17 main:581] : INFO : Epoch 1568 | loss: 0.0309788 | val_loss: 0.0313015 | Time: 2043.44 ms
[2021-09-24 01:23:19 main:581] : INFO : Epoch 1569 | loss: 0.0309873 | val_loss: 0.0312849 | Time: 2215.36 ms
[2021-09-24 01:23:21 main:581] : INFO : Epoch 1570 | loss: 0.030977 | val_loss: 0.0313152 | Time: 1892.01 ms
[2021-09-24 01:23:23 main:581] : INFO : Epoch 1571 | loss: 0.0309708 | val_loss: 0.0313094 | Time: 2060.12 ms
[2021-09-24 01:23:25 main:581] : INFO : Epoch 1572 | loss: 0.0309744 | val_loss: 0.0312914 | Time: 1803.39 ms
[2021-09-24 01:23:27 main:581] : INFO : Epoch 1573 | loss: 0.0309809 | val_loss: 0.0313022 | Time: 1929.31 ms
[2021-09-24 01:23:29 main:581] : INFO : Epoch 1574 | loss: 0.0309785 | val_loss: 0.0313245 | Time: 1935.94 ms
[2021-09-24 01:23:31 main:581] : INFO : Epoch 1575 | loss: 0.0309717 | val_loss: 0.0312958 | Time: 1876.53 ms
[2021-09-24 01:23:32 main:581] : INFO : Epoch 1576 | loss: 0.03098 | val_loss: 0.0312952 | Time: 1776.13 ms
[2021-09-24 01:23:34 main:581] : INFO : Epoch 1577 | loss: 0.0309878 | val_loss: 0.0312928 | Time: 1801.08 ms
[2021-09-24 01:23:36 main:581] : INFO : Epoch 1578 | loss: 0.0309855 | val_loss: 0.0313249 | Time: 1838.54 ms
[2021-09-24 01:23:38 main:581] : INFO : Epoch 1579 | loss: 0.0309781 | val_loss: 0.031297 | Time: 1903.18 ms
[2021-09-24 01:23:40 main:581] : INFO : Epoch 1580 | loss: 0.0309801 | val_loss: 0.0312895 | Time: 1866.07 ms
[2021-09-24 01:23:42 main:581] : INFO : Epoch 1581 | loss: 0.0309737 | val_loss: 0.0312806 | Time: 1857.75 ms
[2021-09-24 01:23:44 main:581] : INFO : Epoch 1582 | loss: 0.0309727 | val_loss: 0.0313119 | Time: 1946.82 ms
[2021-09-24 01:23:45 main:581] : INFO : Epoch 1583 | loss: 0.0309711 | val_loss: 0.031315 | Time: 1861.7 ms
[2021-09-24 01:23:47 main:581] : INFO : Epoch 1584 | loss: 0.030973 | val_loss: 0.0313212 | Time: 1901.75 ms
[2021-09-24 01:23:49 main:581] : INFO : Epoch 1585 | loss: 0.0309674 | val_loss: 0.0313105 | Time: 1824.32 ms
[2021-09-24 01:23:51 main:581] : INFO : Epoch 1586 | loss: 0.0309673 | val_loss: 0.031333 | Time: 2012.61 ms
[2021-09-24 01:23:53 main:581] : INFO : Epoch 1587 | loss: 0.0309743 | val_loss: 0.0313204 | Time: 2063.28 ms
[2021-09-24 01:23:55 main:581] : INFO : Epoch 1588 | loss: 0.0309827 | val_loss: 0.0313302 | Time: 2003.41 ms
[2021-09-24 01:23:57 main:581] : INFO : Epoch 1589 | loss: 0.0309783 | val_loss: 0.0313055 | Time: 2067.19 ms
[2021-09-24 01:23:59 main:581] : INFO : Epoch 1590 | loss: 0.0309751 | val_loss: 0.031294 | Time: 1907.89 ms
[2021-09-24 01:24:01 main:581] : INFO : Epoch 1591 | loss: 0.0309765 | val_loss: 0.0312904 | Time: 2026.03 ms
[2021-09-24 01:24:03 main:581] : INFO : Epoch 1592 | loss: 0.0309831 | val_loss: 0.0313245 | Time: 1739.21 ms
[2021-09-24 01:24:05 main:581] : INFO : Epoch 1593 | loss: 0.0309813 | val_loss: 0.0313029 | Time: 2134.22 ms
[2021-09-24 01:24:07 main:581] : INFO : Epoch 1594 | loss: 0.0309757 | val_loss: 0.0313137 | Time: 2145.95 ms
[2021-09-24 01:24:09 main:581] : INFO : Epoch 1595 | loss: 0.030979 | val_loss: 0.0313103 | Time: 1977.25 ms
[2021-09-24 01:24:11 main:581] : INFO : Epoch 1596 | loss: 0.0309752 | val_loss: 0.0313098 | Time: 1869.7 ms
[2021-09-24 01:24:13 main:581] : INFO : Epoch 1597 | loss: 0.0309775 | val_loss: 0.031297 | Time: 2030.23 ms
[2021-09-24 01:24:15 main:581] : INFO : Epoch 1598 | loss: 0.0309751 | val_loss: 0.0313046 | Time: 2040.13 ms
[2021-09-24 01:24:17 main:581] : INFO : Epoch 1599 | loss: 0.0309725 | val_loss: 0.0312883 | Time: 2000.2 ms
[2021-09-24 01:24:19 main:581] : INFO : Epoch 1600 | loss: 0.0309702 | val_loss: 0.0313391 | Time: 1981.75 ms
[2021-09-24 01:24:21 main:581] : INFO : Epoch 1601 | loss: 0.0309733 | val_loss: 0.031295 | Time: 2147.29 ms
[2021-09-24 01:24:23 main:581] : INFO : Epoch 1602 | loss: 0.0309771 | val_loss: 0.0313029 | Time: 2055.91 ms
[2021-09-24 01:24:26 main:581] : INFO : Epoch 1603 | loss: 0.0309772 | val_loss: 0.0312953 | Time: 2314.71 ms
[2021-09-24 01:24:28 main:581] : INFO : Epoch 1604 | loss: 0.030973 | val_loss: 0.0313208 | Time: 2014.58 ms
[2021-09-24 01:24:30 main:581] : INFO : Epoch 1605 | loss: 0.030985 | val_loss: 0.0312888 | Time: 2010.19 ms
[2021-09-24 01:24:32 main:581] : INFO : Epoch 1606 | loss: 0.0309756 | val_loss: 0.0313024 | Time: 1951.76 ms
[2021-09-24 01:24:34 main:581] : INFO : Epoch 1607 | loss: 0.0309743 | val_loss: 0.031328 | Time: 1974.59 ms
[2021-09-24 01:24:36 main:581] : INFO : Epoch 1608 | loss: 0.0309743 | val_loss: 0.0313161 | Time: 1948.89 ms
[2021-09-24 01:24:37 main:581] : INFO : Epoch 1609 | loss: 0.0309766 | val_loss: 0.0313168 | Time: 1909.78 ms
[2021-09-24 01:24:40 main:581] : INFO : Epoch 1610 | loss: 0.0309746 | val_loss: 0.0313239 | Time: 2186.7 ms
[2021-09-24 01:24:42 main:581] : INFO : Epoch 1611 | loss: 0.030973 | val_loss: 0.0313112 | Time: 2023.31 ms
[2021-09-24 01:24:44 main:581] : INFO : Epoch 1612 | loss: 0.0309688 | val_loss: 0.0313049 | Time: 1907.25 ms
[2021-09-24 01:24:46 main:581] : INFO : Epoch 1613 | loss: 0.030972 | val_loss: 0.0313301 | Time: 2168.93 ms
[2021-09-24 01:24:48 main:581] : INFO : Epoch 1614 | loss: 0.0309693 | val_loss: 0.0312946 | Time: 2190.94 ms
[2021-09-24 01:24:50 main:581] : INFO : Epoch 1615 | loss: 0.0309762 | val_loss: 0.0312888 | Time: 1993.64 ms
[2021-09-24 01:24:52 main:581] : INFO : Epoch 1616 | loss: 0.0309799 | val_loss: 0.0312913 | Time: 1997.91 ms
[2021-09-24 01:24:54 main:581] : INFO : Epoch 1617 | loss: 0.0309835 | val_loss: 0.0312787 | Time: 2052.07 ms
[2021-09-24 01:24:56 main:581] : INFO : Epoch 1618 | loss: 0.0309852 | val_loss: 0.0313207 | Time: 2320.08 ms
[2021-09-24 01:24:58 main:581] : INFO : Epoch 1619 | loss: 0.0309733 | val_loss: 0.0313332 | Time: 1896.45 ms
[2021-09-24 01:25:00 main:581] : INFO : Epoch 1620 | loss: 0.0309779 | val_loss: 0.0313016 | Time: 2152.98 ms
[2021-09-24 01:25:02 main:581] : INFO : Epoch 1621 | loss: 0.0309738 | val_loss: 0.031316 | Time: 1894.64 ms
[2021-09-24 01:25:04 main:581] : INFO : Epoch 1622 | loss: 0.0309754 | val_loss: 0.0312924 | Time: 1872.74 ms
[2021-09-24 01:25:06 main:581] : INFO : Epoch 1623 | loss: 0.0309796 | val_loss: 0.0312825 | Time: 1982.42 ms
[2021-09-24 01:25:08 main:581] : INFO : Epoch 1624 | loss: 0.0309803 | val_loss: 0.0313306 | Time: 1812.53 ms
[2021-09-24 01:25:10 main:581] : INFO : Epoch 1625 | loss: 0.030979 | val_loss: 0.0313194 | Time: 2031.69 ms
[2021-09-24 01:25:12 main:581] : INFO : Epoch 1626 | loss: 0.0309743 | val_loss: 0.0312947 | Time: 2021.17 ms
[2021-09-24 01:25:14 main:581] : INFO : Epoch 1627 | loss: 0.0309743 | val_loss: 0.0313255 | Time: 1855.8 ms
[2021-09-24 01:25:16 main:581] : INFO : Epoch 1628 | loss: 0.0309808 | val_loss: 0.0312936 | Time: 1899.06 ms
[2021-09-24 01:25:18 main:581] : INFO : Epoch 1629 | loss: 0.0309742 | val_loss: 0.0313041 | Time: 2310.34 ms
[2021-09-24 01:25:20 main:581] : INFO : Epoch 1630 | loss: 0.0309715 | val_loss: 0.0313144 | Time: 2016.68 ms
[2021-09-24 01:25:22 main:581] : INFO : Epoch 1631 | loss: 0.0309764 | val_loss: 0.0312942 | Time: 1897.26 ms
[2021-09-24 01:25:24 main:581] : INFO : Epoch 1632 | loss: 0.0309713 | val_loss: 0.0313228 | Time: 1994.52 ms
[2021-09-24 01:25:26 main:581] : INFO : Epoch 1633 | loss: 0.0309708 | val_loss: 0.0313117 | Time: 1791.46 ms
[2021-09-24 01:25:28 main:581] : INFO : Epoch 1634 | loss: 0.0309816 | val_loss: 0.0313096 | Time: 2029.01 ms
[2021-09-24 01:25:30 main:581] : INFO : Epoch 1635 | loss: 0.0309809 | val_loss: 0.0312896 | Time: 1884.74 ms
[2021-09-24 01:25:32 main:581] : INFO : Epoch 1636 | loss: 0.03097 | val_loss: 0.0312984 | Time: 1897.1 ms
[2021-09-24 01:25:33 main:581] : INFO : Epoch 1637 | loss: 0.0309717 | val_loss: 0.0313061 | Time: 1949.38 ms
[2021-09-24 01:25:36 main:581] : INFO : Epoch 1638 | loss: 0.0309807 | val_loss: 0.0313074 | Time: 2021.06 ms
[2021-09-24 01:25:38 main:581] : INFO : Epoch 1639 | loss: 0.0309736 | val_loss: 0.0313084 | Time: 2006.77 ms
[2021-09-24 01:25:40 main:581] : INFO : Epoch 1640 | loss: 0.030975 | val_loss: 0.0313045 | Time: 2002.57 ms
[2021-09-24 01:25:42 main:581] : INFO : Epoch 1641 | loss: 0.0309784 | val_loss: 0.0312872 | Time: 2018.73 ms
[2021-09-24 01:25:44 main:581] : INFO : Epoch 1642 | loss: 0.0309737 | val_loss: 0.0313199 | Time: 1992.78 ms
[2021-09-24 01:25:46 main:581] : INFO : Epoch 1643 | loss: 0.0309701 | val_loss: 0.0312977 | Time: 1995.02 ms
[2021-09-24 01:25:48 main:581] : INFO : Epoch 1644 | loss: 0.0309729 | val_loss: 0.0313181 | Time: 2085.01 ms
[2021-09-24 01:25:50 main:581] : INFO : Epoch 1645 | loss: 0.0309805 | val_loss: 0.0313048 | Time: 2034.53 ms
[2021-09-24 01:25:52 main:581] : INFO : Epoch 1646 | loss: 0.0309807 | val_loss: 0.0313243 | Time: 2083.55 ms
[2021-09-24 01:25:54 main:581] : INFO : Epoch 1647 | loss: 0.0309857 | val_loss: 0.0312801 | Time: 1927.44 ms
[2021-09-24 01:25:56 main:581] : INFO : Epoch 1648 | loss: 0.0310051 | val_loss: 0.0312879 | Time: 2058.14 ms
[2021-09-24 01:25:58 main:581] : INFO : Epoch 1649 | loss: 0.0309857 | val_loss: 0.0313056 | Time: 1984.17 ms
[2021-09-24 01:25:59 main:581] : INFO : Epoch 1650 | loss: 0.0309753 | val_loss: 0.031312 | Time: 1795.35 ms
[2021-09-24 01:26:01 main:581] : INFO : Epoch 1651 | loss: 0.0309727 | val_loss: 0.0313056 | Time: 1922.65 ms
[2021-09-24 01:26:03 main:581] : INFO : Epoch 1652 | loss: 0.0309725 | val_loss: 0.0313163 | Time: 1960.8 ms
[2021-09-24 01:26:05 main:581] : INFO : Epoch 1653 | loss: 0.0309823 | val_loss: 0.0312792 | Time: 2003.96 ms
[2021-09-24 01:26:07 main:581] : INFO : Epoch 1654 | loss: 0.0309956 | val_loss: 0.0312654 | Time: 1819.47 ms
[2021-09-24 01:26:09 main:581] : INFO : Epoch 1655 | loss: 0.0309866 | val_loss: 0.0312992 | Time: 1781.74 ms
[2021-09-24 01:26:11 main:581] : INFO : Epoch 1656 | loss: 0.0309813 | val_loss: 0.0313034 | Time: 1769.41 ms
[2021-09-24 01:26:13 main:581] : INFO : Epoch 1657 | loss: 0.0309689 | val_loss: 0.0313033 | Time: 1862.04 ms
[2021-09-24 01:26:15 main:581] : INFO : Epoch 1658 | loss: 0.030968 | val_loss: 0.0312977 | Time: 2005.91 ms
[2021-09-24 01:26:17 main:581] : INFO : Epoch 1659 | loss: 0.0309751 | val_loss: 0.0312753 | Time: 1935.25 ms
[2021-09-24 01:26:19 main:581] : INFO : Epoch 1660 | loss: 0.0309796 | val_loss: 0.0313017 | Time: 2047.25 ms
[2021-09-24 01:26:21 main:581] : INFO : Epoch 1661 | loss: 0.030977 | val_loss: 0.0313051 | Time: 1909.17 ms
[2021-09-24 01:26:23 main:581] : INFO : Epoch 1662 | loss: 0.0309751 | val_loss: 0.0313222 | Time: 2085.28 ms
[2021-09-24 01:26:25 main:581] : INFO : Epoch 1663 | loss: 0.0309834 | val_loss: 0.0313262 | Time: 2042.61 ms
[2021-09-24 01:26:27 main:581] : INFO : Epoch 1664 | loss: 0.0309761 | val_loss: 0.0313088 | Time: 1964.88 ms
[2021-09-24 01:26:29 main:581] : INFO : Epoch 1665 | loss: 0.0309776 | val_loss: 0.0312707 | Time: 1908.55 ms
[2021-09-24 01:26:30 main:581] : INFO : Epoch 1666 | loss: 0.0309815 | val_loss: 0.0313168 | Time: 1873.49 ms
[2021-09-24 01:26:32 main:581] : INFO : Epoch 1667 | loss: 0.0309717 | val_loss: 0.0312924 | Time: 1989.37 ms
[2021-09-24 01:26:34 main:581] : INFO : Epoch 1668 | loss: 0.0309716 | val_loss: 0.031314 | Time: 2098.21 ms
[2021-09-24 01:26:36 main:581] : INFO : Epoch 1669 | loss: 0.0309716 | val_loss: 0.0313098 | Time: 1889.76 ms
[2021-09-24 01:26:38 main:581] : INFO : Epoch 1670 | loss: 0.0309709 | val_loss: 0.0312875 | Time: 2003.98 ms
[2021-09-24 01:26:40 main:581] : INFO : Epoch 1671 | loss: 0.0309855 | val_loss: 0.0313146 | Time: 1903.16 ms
[2021-09-24 01:26:42 main:581] : INFO : Epoch 1672 | loss: 0.0309804 | val_loss: 0.0313142 | Time: 1857.12 ms
[2021-09-24 01:26:44 main:581] : INFO : Epoch 1673 | loss: 0.0309759 | val_loss: 0.0312868 | Time: 1901.15 ms
[2021-09-24 01:26:46 main:581] : INFO : Epoch 1674 | loss: 0.0309931 | val_loss: 0.0313026 | Time: 1887.22 ms
[2021-09-24 01:26:48 main:581] : INFO : Epoch 1675 | loss: 0.0309821 | val_loss: 0.0312917 | Time: 1913.47 ms
[2021-09-24 01:26:50 main:581] : INFO : Epoch 1676 | loss: 0.0309848 | val_loss: 0.0312876 | Time: 1960.95 ms
[2021-09-24 01:26:52 main:581] : INFO : Epoch 1677 | loss: 0.0309941 | val_loss: 0.0312703 | Time: 2032.71 ms
[2021-09-24 01:26:54 main:581] : INFO : Epoch 1678 | loss: 0.0309813 | val_loss: 0.0313162 | Time: 1981.62 ms
[2021-09-24 01:26:56 main:581] : INFO : Epoch 1679 | loss: 0.0309789 | val_loss: 0.0312734 | Time: 1946.43 ms
[2021-09-24 01:26:58 main:581] : INFO : Epoch 1680 | loss: 0.0309795 | val_loss: 0.0313284 | Time: 1857.62 ms
[2021-09-24 01:26:59 main:581] : INFO : Epoch 1681 | loss: 0.0309752 | val_loss: 0.0313016 | Time: 1851.27 ms
[2021-09-24 01:27:01 main:581] : INFO : Epoch 1682 | loss: 0.0309764 | val_loss: 0.0313181 | Time: 1877.82 ms
[2021-09-24 01:27:03 main:581] : INFO : Epoch 1683 | loss: 0.030973 | val_loss: 0.0313226 | Time: 2092.6 ms
[2021-09-24 01:27:05 main:581] : INFO : Epoch 1684 | loss: 0.0309768 | val_loss: 0.0313011 | Time: 1984.25 ms
[2021-09-24 01:27:07 main:581] : INFO : Epoch 1685 | loss: 0.0309798 | val_loss: 0.0313027 | Time: 1933.49 ms
[2021-09-24 01:27:09 main:581] : INFO : Epoch 1686 | loss: 0.0309723 | val_loss: 0.0313067 | Time: 1824.55 ms
[2021-09-24 01:27:11 main:581] : INFO : Epoch 1687 | loss: 0.0309685 | val_loss: 0.0313041 | Time: 1839.69 ms
[2021-09-24 01:27:13 main:581] : INFO : Epoch 1688 | loss: 0.0309809 | val_loss: 0.0312977 | Time: 2082.11 ms
[2021-09-24 01:27:15 main:581] : INFO : Epoch 1689 | loss: 0.0309772 | val_loss: 0.0312983 | Time: 1885.7 ms
[2021-09-24 01:27:17 main:581] : INFO : Epoch 1690 | loss: 0.030983 | val_loss: 0.0312775 | Time: 1985.95 ms
[2021-09-24 01:27:19 main:581] : INFO : Epoch 1691 | loss: 0.0309816 | val_loss: 0.031303 | Time: 1926.76 ms
[2021-09-24 01:27:21 main:581] : INFO : Epoch 1692 | loss: 0.030975 | val_loss: 0.0312964 | Time: 1905.73 ms
[2021-09-24 01:27:23 main:581] : INFO : Epoch 1693 | loss: 0.0309821 | val_loss: 0.0313154 | Time: 2003.32 ms
[2021-09-24 01:27:25 main:581] : INFO : Epoch 1694 | loss: 0.0309746 | val_loss: 0.0312958 | Time: 1917.82 ms
[2021-09-24 01:27:27 main:581] : INFO : Epoch 1695 | loss: 0.0309679 | val_loss: 0.0313159 | Time: 2193.72 ms
[2021-09-24 01:27:29 main:581] : INFO : Epoch 1696 | loss: 0.0309724 | val_loss: 0.0313151 | Time: 1992.77 ms
[2021-09-24 01:27:31 main:581] : INFO : Epoch 1697 | loss: 0.0309728 | val_loss: 0.0313089 | Time: 2004.06 ms
[2021-09-24 01:27:33 main:581] : INFO : Epoch 1698 | loss: 0.030973 | val_loss: 0.0312972 | Time: 2069.84 ms
[2021-09-24 01:27:35 main:581] : INFO : Epoch 1699 | loss: 0.0309735 | val_loss: 0.0313218 | Time: 1908.02 ms
[2021-09-24 01:27:37 main:581] : INFO : Epoch 1700 | loss: 0.0309813 | val_loss: 0.0313064 | Time: 2201.03 ms
[2021-09-24 01:27:39 main:581] : INFO : Epoch 1701 | loss: 0.0309757 | val_loss: 0.0312996 | Time: 1909.7 ms
[2021-09-24 01:27:41 main:581] : INFO : Epoch 1702 | loss: 0.0309707 | val_loss: 0.0312896 | Time: 1943.97 ms
[2021-09-24 01:27:43 main:581] : INFO : Epoch 1703 | loss: 0.0309724 | val_loss: 0.0312972 | Time: 1942.25 ms
[2021-09-24 01:27:45 main:581] : INFO : Epoch 1704 | loss: 0.0309763 | val_loss: 0.0312816 | Time: 1834.92 ms
[2021-09-24 01:27:47 main:581] : INFO : Epoch 1705 | loss: 0.0309758 | val_loss: 0.0313028 | Time: 1955.98 ms
[2021-09-24 01:27:49 main:581] : INFO : Epoch 1706 | loss: 0.0309734 | val_loss: 0.0313083 | Time: 1921.75 ms
[2021-09-24 01:27:51 main:581] : INFO : Epoch 1707 | loss: 0.0309752 | val_loss: 0.0313396 | Time: 1987.48 ms
[2021-09-24 01:27:53 main:581] : INFO : Epoch 1708 | loss: 0.0309794 | val_loss: 0.0313144 | Time: 2117.52 ms
[2021-09-24 01:27:55 main:581] : INFO : Epoch 1709 | loss: 0.0309758 | val_loss: 0.0313114 | Time: 2072.16 ms
[2021-09-24 01:27:57 main:581] : INFO : Epoch 1710 | loss: 0.0309738 | val_loss: 0.0312801 | Time: 2306.09 ms
[2021-09-24 01:27:59 main:581] : INFO : Epoch 1711 | loss: 0.0309766 | val_loss: 0.0312923 | Time: 1906.88 ms
[2021-09-24 01:28:01 main:581] : INFO : Epoch 1712 | loss: 0.0309783 | val_loss: 0.0313139 | Time: 2059.54 ms
[2021-09-24 01:28:03 main:581] : INFO : Epoch 1713 | loss: 0.0309771 | val_loss: 0.0313006 | Time: 1974.25 ms
[2021-09-24 01:28:05 main:581] : INFO : Epoch 1714 | loss: 0.0309714 | val_loss: 0.0313144 | Time: 2014.79 ms
[2021-09-24 01:28:07 main:581] : INFO : Epoch 1715 | loss: 0.0309755 | val_loss: 0.0313397 | Time: 2088.52 ms
[2021-09-24 01:28:09 main:581] : INFO : Epoch 1716 | loss: 0.0309715 | val_loss: 0.0313029 | Time: 1751.26 ms
[2021-09-24 01:28:11 main:581] : INFO : Epoch 1717 | loss: 0.0309793 | val_loss: 0.0313149 | Time: 1868.46 ms
[2021-09-24 01:28:13 main:581] : INFO : Epoch 1718 | loss: 0.0309762 | val_loss: 0.0313012 | Time: 1867.54 ms
[2021-09-24 01:28:15 main:581] : INFO : Epoch 1719 | loss: 0.0309832 | val_loss: 0.0312822 | Time: 1846.73 ms
[2021-09-24 01:28:16 main:581] : INFO : Epoch 1720 | loss: 0.0309754 | val_loss: 0.0312936 | Time: 1958.79 ms
[2021-09-24 01:28:19 main:581] : INFO : Epoch 1721 | loss: 0.0309787 | val_loss: 0.0313301 | Time: 2092.17 ms
[2021-09-24 01:28:21 main:581] : INFO : Epoch 1722 | loss: 0.0309714 | val_loss: 0.0313205 | Time: 2035.99 ms
[2021-09-24 01:28:23 main:581] : INFO : Epoch 1723 | loss: 0.0309671 | val_loss: 0.031321 | Time: 2055.52 ms
[2021-09-24 01:28:25 main:581] : INFO : Epoch 1724 | loss: 0.03098 | val_loss: 0.0313278 | Time: 2280.6 ms
[2021-09-24 01:28:27 main:581] : INFO : Epoch 1725 | loss: 0.0309771 | val_loss: 0.0313031 | Time: 2195.66 ms
[2021-09-24 01:28:29 main:581] : INFO : Epoch 1726 | loss: 0.0309802 | val_loss: 0.0312999 | Time: 2036.84 ms
[2021-09-24 01:28:31 main:581] : INFO : Epoch 1727 | loss: 0.0309865 | val_loss: 0.0313143 | Time: 2104.05 ms
[2021-09-24 01:28:33 main:581] : INFO : Epoch 1728 | loss: 0.0309798 | val_loss: 0.0313307 | Time: 2171.68 ms
[2021-09-24 01:28:36 main:581] : INFO : Epoch 1729 | loss: 0.0309738 | val_loss: 0.0313133 | Time: 2086.43 ms
[2021-09-24 01:28:37 main:581] : INFO : Epoch 1730 | loss: 0.0309752 | val_loss: 0.0312913 | Time: 1974.34 ms
[2021-09-24 01:28:39 main:581] : INFO : Epoch 1731 | loss: 0.0309721 | val_loss: 0.031333 | Time: 1835.51 ms
[2021-09-24 01:28:41 main:581] : INFO : Epoch 1732 | loss: 0.0309743 | val_loss: 0.0313066 | Time: 1774.16 ms
[2021-09-24 01:28:43 main:581] : INFO : Epoch 1733 | loss: 0.0309714 | val_loss: 0.0313085 | Time: 1776.5 ms
[2021-09-24 01:28:45 main:581] : INFO : Epoch 1734 | loss: 0.0309771 | val_loss: 0.0313194 | Time: 1951.01 ms
[2021-09-24 01:28:47 main:581] : INFO : Epoch 1735 | loss: 0.0309749 | val_loss: 0.0313098 | Time: 2131.61 ms
[2021-09-24 01:28:49 main:581] : INFO : Epoch 1736 | loss: 0.0309776 | val_loss: 0.0313174 | Time: 1928.53 ms
[2021-09-24 01:28:51 main:581] : INFO : Epoch 1737 | loss: 0.0309744 | val_loss: 0.0313182 | Time: 2061.52 ms
[2021-09-24 01:28:53 main:581] : INFO : Epoch 1738 | loss: 0.0309729 | val_loss: 0.031346 | Time: 2033.98 ms
[2021-09-24 01:28:55 main:581] : INFO : Epoch 1739 | loss: 0.030982 | val_loss: 0.0312789 | Time: 1955.59 ms
[2021-09-24 01:28:57 main:581] : INFO : Epoch 1740 | loss: 0.0309807 | val_loss: 0.0313277 | Time: 2014.03 ms
[2021-09-24 01:28:59 main:581] : INFO : Epoch 1741 | loss: 0.0309725 | val_loss: 0.0313103 | Time: 1839.13 ms
[2021-09-24 01:29:01 main:581] : INFO : Epoch 1742 | loss: 0.0309733 | val_loss: 0.0312983 | Time: 1895.15 ms
[2021-09-24 01:29:02 main:581] : INFO : Epoch 1743 | loss: 0.0309901 | val_loss: 0.0312856 | Time: 1763.85 ms
[2021-09-24 01:29:04 main:581] : INFO : Epoch 1744 | loss: 0.0309872 | val_loss: 0.031284 | Time: 1713.34 ms
[2021-09-24 01:29:06 main:581] : INFO : Epoch 1745 | loss: 0.0309762 | val_loss: 0.0312853 | Time: 1761.76 ms
[2021-09-24 01:29:08 main:581] : INFO : Epoch 1746 | loss: 0.0309851 | val_loss: 0.0312684 | Time: 1808.24 ms
[2021-09-24 01:29:10 main:581] : INFO : Epoch 1747 | loss: 0.0309854 | val_loss: 0.0313321 | Time: 1894.35 ms
[2021-09-24 01:29:12 main:581] : INFO : Epoch 1748 | loss: 0.0309834 | val_loss: 0.0313251 | Time: 2025.86 ms
[2021-09-24 01:29:14 main:581] : INFO : Epoch 1749 | loss: 0.0309711 | val_loss: 0.0312961 | Time: 1963.08 ms
[2021-09-24 01:29:16 main:581] : INFO : Epoch 1750 | loss: 0.0309784 | val_loss: 0.0312632 | Time: 2171.92 ms
[2021-09-24 01:29:18 main:581] : INFO : Epoch 1751 | loss: 0.0309764 | val_loss: 0.031309 | Time: 2313.2 ms
[2021-09-24 01:29:20 main:581] : INFO : Epoch 1752 | loss: 0.0309683 | val_loss: 0.0313248 | Time: 2151.89 ms
[2021-09-24 01:29:22 main:581] : INFO : Epoch 1753 | loss: 0.0309729 | val_loss: 0.0312978 | Time: 2101.54 ms
[2021-09-24 01:29:24 main:581] : INFO : Epoch 1754 | loss: 0.0309872 | val_loss: 0.0313108 | Time: 1977.82 ms
[2021-09-24 01:29:26 main:581] : INFO : Epoch 1755 | loss: 0.0309883 | val_loss: 0.0313102 | Time: 1905.14 ms
[2021-09-24 01:29:28 main:581] : INFO : Epoch 1756 | loss: 0.0309724 | val_loss: 0.031319 | Time: 1955.56 ms
[2021-09-24 01:29:30 main:581] : INFO : Epoch 1757 | loss: 0.0309732 | val_loss: 0.0313091 | Time: 1653.15 ms
[2021-09-24 01:29:32 main:581] : INFO : Epoch 1758 | loss: 0.0309773 | val_loss: 0.0312972 | Time: 1853.54 ms
[2021-09-24 01:29:34 main:581] : INFO : Epoch 1759 | loss: 0.0309813 | val_loss: 0.0312961 | Time: 1852.09 ms
[2021-09-24 01:29:35 main:581] : INFO : Epoch 1760 | loss: 0.0309746 | val_loss: 0.0313058 | Time: 1924.74 ms
[2021-09-24 01:29:38 main:581] : INFO : Epoch 1761 | loss: 0.0309809 | val_loss: 0.0313053 | Time: 2145.95 ms
[2021-09-24 01:29:40 main:581] : INFO : Epoch 1762 | loss: 0.0309884 | val_loss: 0.031291 | Time: 1901.94 ms
[2021-09-24 01:29:41 main:581] : INFO : Epoch 1763 | loss: 0.0309845 | val_loss: 0.0313068 | Time: 1937.95 ms
[2021-09-24 01:29:44 main:581] : INFO : Epoch 1764 | loss: 0.0309755 | val_loss: 0.0313191 | Time: 2094.02 ms
[2021-09-24 01:29:45 main:581] : INFO : Epoch 1765 | loss: 0.0309672 | val_loss: 0.0313211 | Time: 1836.98 ms
[2021-09-24 01:29:47 main:581] : INFO : Epoch 1766 | loss: 0.0309747 | val_loss: 0.0312898 | Time: 1855.12 ms
[2021-09-24 01:29:49 main:581] : INFO : Epoch 1767 | loss: 0.0310197 | val_loss: 0.0312865 | Time: 2009.02 ms
[2021-09-24 01:29:51 main:581] : INFO : Epoch 1768 | loss: 0.0309966 | val_loss: 0.0312971 | Time: 2136.02 ms
[2021-09-24 01:29:53 main:581] : INFO : Epoch 1769 | loss: 0.030996 | val_loss: 0.0312901 | Time: 1821.53 ms
[2021-09-24 01:29:55 main:581] : INFO : Epoch 1770 | loss: 0.0309804 | val_loss: 0.0313021 | Time: 1890.03 ms
[2021-09-24 01:29:57 main:581] : INFO : Epoch 1771 | loss: 0.0309727 | val_loss: 0.0312912 | Time: 1713.01 ms
[2021-09-24 01:29:59 main:581] : INFO : Epoch 1772 | loss: 0.030968 | val_loss: 0.0313303 | Time: 2088.07 ms
[2021-09-24 01:30:01 main:581] : INFO : Epoch 1773 | loss: 0.0309744 | val_loss: 0.0313503 | Time: 1972.45 ms
[2021-09-24 01:30:03 main:581] : INFO : Epoch 1774 | loss: 0.0309761 | val_loss: 0.0313 | Time: 1913.21 ms
[2021-09-24 01:30:05 main:581] : INFO : Epoch 1775 | loss: 0.0309811 | val_loss: 0.0313151 | Time: 1886.54 ms
[2021-09-24 01:30:07 main:581] : INFO : Epoch 1776 | loss: 0.0309791 | val_loss: 0.0313339 | Time: 1967.22 ms
[2021-09-24 01:30:09 main:581] : INFO : Epoch 1777 | loss: 0.0309828 | val_loss: 0.0312886 | Time: 1834.64 ms
[2021-09-24 01:30:10 main:581] : INFO : Epoch 1778 | loss: 0.0309862 | val_loss: 0.0313232 | Time: 1926.96 ms
[2021-09-24 01:30:12 main:581] : INFO : Epoch 1779 | loss: 0.0309749 | val_loss: 0.0312826 | Time: 1895.29 ms
[2021-09-24 01:30:14 main:581] : INFO : Epoch 1780 | loss: 0.0309783 | val_loss: 0.031307 | Time: 1798.78 ms
[2021-09-24 01:30:16 main:581] : INFO : Epoch 1781 | loss: 0.0309744 | val_loss: 0.0312973 | Time: 2054.1 ms
[2021-09-24 01:30:18 main:581] : INFO : Epoch 1782 | loss: 0.0309738 | val_loss: 0.0313278 | Time: 1843.37 ms
[2021-09-24 01:30:20 main:581] : INFO : Epoch 1783 | loss: 0.030971 | val_loss: 0.0313035 | Time: 1772.7 ms
[2021-09-24 01:30:22 main:581] : INFO : Epoch 1784 | loss: 0.0309769 | val_loss: 0.0312966 | Time: 1985.3 ms
[2021-09-24 01:30:24 main:581] : INFO : Epoch 1785 | loss: 0.0309805 | val_loss: 0.0312902 | Time: 1912.75 ms
[2021-09-24 01:30:26 main:581] : INFO : Epoch 1786 | loss: 0.0309809 | val_loss: 0.0313052 | Time: 2010.87 ms
[2021-09-24 01:30:28 main:581] : INFO : Epoch 1787 | loss: 0.0309769 | val_loss: 0.031307 | Time: 2121.5 ms
[2021-09-24 01:30:30 main:581] : INFO : Epoch 1788 | loss: 0.0309698 | val_loss: 0.0313133 | Time: 2217.61 ms
[2021-09-24 01:30:32 main:581] : INFO : Epoch 1789 | loss: 0.0309785 | val_loss: 0.0313148 | Time: 1960.47 ms
[2021-09-24 01:30:34 main:581] : INFO : Epoch 1790 | loss: 0.030968 | val_loss: 0.0313195 | Time: 2276.1 ms
[2021-09-24 01:30:36 main:581] : INFO : Epoch 1791 | loss: 0.0309695 | val_loss: 0.0313279 | Time: 2154.03 ms
[2021-09-24 01:30:38 main:581] : INFO : Epoch 1792 | loss: 0.0309713 | val_loss: 0.031309 | Time: 1973.96 ms
[2021-09-24 01:30:40 main:581] : INFO : Epoch 1793 | loss: 0.0309796 | val_loss: 0.0313267 | Time: 1949.43 ms
[2021-09-24 01:30:42 main:581] : INFO : Epoch 1794 | loss: 0.0309738 | val_loss: 0.0313244 | Time: 2077.08 ms
[2021-09-24 01:30:44 main:581] : INFO : Epoch 1795 | loss: 0.030975 | val_loss: 0.0312867 | Time: 1896.35 ms
[2021-09-24 01:30:47 main:581] : INFO : Epoch 1796 | loss: 0.030976 | val_loss: 0.0312911 | Time: 2264.88 ms
[2021-09-24 01:30:49 main:581] : INFO : Epoch 1797 | loss: 0.0309881 | val_loss: 0.0312931 | Time: 2122.3 ms
[2021-09-24 01:30:51 main:581] : INFO : Epoch 1798 | loss: 0.0309854 | val_loss: 0.0312933 | Time: 1958.47 ms
[2021-09-24 01:30:52 main:581] : INFO : Epoch 1799 | loss: 0.0309847 | val_loss: 0.031303 | Time: 1800.32 ms
[2021-09-24 01:30:54 main:581] : INFO : Epoch 1800 | loss: 0.0309764 | val_loss: 0.0312805 | Time: 1794.27 ms
[2021-09-24 01:30:56 main:581] : INFO : Epoch 1801 | loss: 0.0309851 | val_loss: 0.0312774 | Time: 1877.32 ms
[2021-09-24 01:30:58 main:581] : INFO : Epoch 1802 | loss: 0.0309802 | val_loss: 0.0312974 | Time: 1760.33 ms
[2021-09-24 01:31:00 main:581] : INFO : Epoch 1803 | loss: 0.0309718 | val_loss: 0.0312888 | Time: 2021.17 ms
[2021-09-24 01:31:02 main:581] : INFO : Epoch 1804 | loss: 0.0309807 | val_loss: 0.0313184 | Time: 1894.67 ms
[2021-09-24 01:31:04 main:581] : INFO : Epoch 1805 | loss: 0.030979 | val_loss: 0.0312905 | Time: 2212.71 ms
[2021-09-24 01:31:06 main:581] : INFO : Epoch 1806 | loss: 0.0309763 | val_loss: 0.0313149 | Time: 1927.23 ms
[2021-09-24 01:31:08 main:581] : INFO : Epoch 1807 | loss: 0.0309691 | val_loss: 0.0313163 | Time: 1938.72 ms
[2021-09-24 01:31:10 main:581] : INFO : Epoch 1808 | loss: 0.0309713 | val_loss: 0.0312996 | Time: 2052.17 ms
[2021-09-24 01:31:12 main:581] : INFO : Epoch 1809 | loss: 0.0309772 | val_loss: 0.0312919 | Time: 1985.2 ms
[2021-09-24 01:31:14 main:581] : INFO : Epoch 1810 | loss: 0.030973 | val_loss: 0.0313185 | Time: 2099.68 ms
[2021-09-24 01:31:16 main:581] : INFO : Epoch 1811 | loss: 0.0309699 | val_loss: 0.0313365 | Time: 1867.1 ms
[2021-09-24 01:31:18 main:581] : INFO : Epoch 1812 | loss: 0.0309708 | val_loss: 0.0313197 | Time: 1860.73 ms
[2021-09-24 01:31:20 main:581] : INFO : Epoch 1813 | loss: 0.0309765 | val_loss: 0.0313065 | Time: 2117.92 ms
[2021-09-24 01:31:22 main:581] : INFO : Epoch 1814 | loss: 0.0309768 | val_loss: 0.0313072 | Time: 1998.79 ms
[2021-09-24 01:31:24 main:581] : INFO : Epoch 1815 | loss: 0.0309791 | val_loss: 0.0312967 | Time: 1825.27 ms
[2021-09-24 01:31:26 main:581] : INFO : Epoch 1816 | loss: 0.030979 | val_loss: 0.031303 | Time: 2156.6 ms
[2021-09-24 01:31:28 main:581] : INFO : Epoch 1817 | loss: 0.0309748 | val_loss: 0.031289 | Time: 2020.83 ms
[2021-09-24 01:31:30 main:581] : INFO : Epoch 1818 | loss: 0.0309747 | val_loss: 0.0313099 | Time: 2037.69 ms
[2021-09-24 01:31:32 main:581] : INFO : Epoch 1819 | loss: 0.0309867 | val_loss: 0.0312874 | Time: 1984.3 ms
[2021-09-24 01:31:34 main:581] : INFO : Epoch 1820 | loss: 0.030981 | val_loss: 0.0312983 | Time: 1914.16 ms
[2021-09-24 01:31:36 main:581] : INFO : Epoch 1821 | loss: 0.0309756 | val_loss: 0.0312912 | Time: 2181.79 ms
[2021-09-24 01:31:38 main:581] : INFO : Epoch 1822 | loss: 0.0309792 | val_loss: 0.0313078 | Time: 2108.48 ms
[2021-09-24 01:31:40 main:581] : INFO : Epoch 1823 | loss: 0.0309765 | val_loss: 0.0312981 | Time: 1890.88 ms
[2021-09-24 01:31:42 main:581] : INFO : Epoch 1824 | loss: 0.0309754 | val_loss: 0.0312878 | Time: 2180.14 ms
[2021-09-24 01:31:44 main:581] : INFO : Epoch 1825 | loss: 0.030976 | val_loss: 0.0313142 | Time: 2005.19 ms
[2021-09-24 01:31:46 main:581] : INFO : Epoch 1826 | loss: 0.0309746 | val_loss: 0.0313215 | Time: 2081.67 ms
[2021-09-24 01:31:48 main:581] : INFO : Epoch 1827 | loss: 0.0309762 | val_loss: 0.0312864 | Time: 2182.34 ms
[2021-09-24 01:31:51 main:581] : INFO : Epoch 1828 | loss: 0.0309734 | val_loss: 0.0313144 | Time: 2136.76 ms
[2021-09-24 01:31:52 main:581] : INFO : Epoch 1829 | loss: 0.0309754 | val_loss: 0.0313166 | Time: 1865.54 ms
[2021-09-24 01:31:54 main:581] : INFO : Epoch 1830 | loss: 0.0309762 | val_loss: 0.0312966 | Time: 1900.94 ms
[2021-09-24 01:31:56 main:581] : INFO : Epoch 1831 | loss: 0.0309767 | val_loss: 0.0313063 | Time: 1865.29 ms
[2021-09-24 01:31:58 main:581] : INFO : Epoch 1832 | loss: 0.0309731 | val_loss: 0.0313218 | Time: 1905.33 ms
[2021-09-24 01:32:00 main:581] : INFO : Epoch 1833 | loss: 0.0309738 | val_loss: 0.0313213 | Time: 1871.22 ms
[2021-09-24 01:32:02 main:581] : INFO : Epoch 1834 | loss: 0.0309757 | val_loss: 0.0313059 | Time: 1794.36 ms
[2021-09-24 01:32:04 main:581] : INFO : Epoch 1835 | loss: 0.0309831 | val_loss: 0.0312932 | Time: 1755.78 ms
[2021-09-24 01:32:06 main:581] : INFO : Epoch 1836 | loss: 0.0309719 | val_loss: 0.0313242 | Time: 2044.95 ms
[2021-09-24 01:32:08 main:581] : INFO : Epoch 1837 | loss: 0.0309738 | val_loss: 0.0313131 | Time: 1912.39 ms
[2021-09-24 01:32:10 main:581] : INFO : Epoch 1838 | loss: 0.0309772 | val_loss: 0.0313008 | Time: 1952.02 ms
[2021-09-24 01:32:12 main:581] : INFO : Epoch 1839 | loss: 0.0309689 | val_loss: 0.0312894 | Time: 2159.38 ms
[2021-09-24 01:32:14 main:581] : INFO : Epoch 1840 | loss: 0.0309806 | val_loss: 0.0312738 | Time: 1998.89 ms
[2021-09-24 01:32:16 main:581] : INFO : Epoch 1841 | loss: 0.0309824 | val_loss: 0.0313407 | Time: 2039.64 ms
[2021-09-24 01:32:18 main:581] : INFO : Epoch 1842 | loss: 0.030986 | val_loss: 0.0313195 | Time: 2073.73 ms
[2021-09-24 01:32:20 main:581] : INFO : Epoch 1843 | loss: 0.0309722 | val_loss: 0.0313007 | Time: 1842.77 ms
[2021-09-24 01:32:21 main:581] : INFO : Epoch 1844 | loss: 0.0309871 | val_loss: 0.0312882 | Time: 1793.41 ms
[2021-09-24 01:32:23 main:581] : INFO : Epoch 1845 | loss: 0.030985 | val_loss: 0.0313293 | Time: 1624.1 ms
[2021-09-24 01:32:25 main:581] : INFO : Epoch 1846 | loss: 0.0309857 | val_loss: 0.0312818 | Time: 1644.37 ms
[2021-09-24 01:32:27 main:581] : INFO : Epoch 1847 | loss: 0.0309789 | val_loss: 0.0313023 | Time: 1853.89 ms
[2021-09-24 01:32:28 main:581] : INFO : Epoch 1848 | loss: 0.0309702 | val_loss: 0.0313068 | Time: 1887.1 ms
[2021-09-24 01:32:30 main:581] : INFO : Epoch 1849 | loss: 0.0309749 | val_loss: 0.0313287 | Time: 1949.83 ms
[2021-09-24 01:32:32 main:581] : INFO : Epoch 1850 | loss: 0.0309769 | val_loss: 0.0313008 | Time: 1904.93 ms
[2021-09-24 01:32:34 main:581] : INFO : Epoch 1851 | loss: 0.0309696 | val_loss: 0.0313065 | Time: 1958.83 ms
[2021-09-24 01:32:36 main:581] : INFO : Epoch 1852 | loss: 0.0309764 | val_loss: 0.0313089 | Time: 1955.22 ms
[2021-09-24 01:32:38 main:581] : INFO : Epoch 1853 | loss: 0.0309896 | val_loss: 0.0313131 | Time: 1948.97 ms
[2021-09-24 01:32:40 main:581] : INFO : Epoch 1854 | loss: 0.0309848 | val_loss: 0.0312927 | Time: 2174.15 ms
[2021-09-24 01:32:42 main:581] : INFO : Epoch 1855 | loss: 0.0309755 | val_loss: 0.0313079 | Time: 1862.6 ms
[2021-09-24 01:32:44 main:581] : INFO : Epoch 1856 | loss: 0.0309831 | val_loss: 0.0312985 | Time: 2182.84 ms
[2021-09-24 01:32:46 main:581] : INFO : Epoch 1857 | loss: 0.0309808 | val_loss: 0.0313026 | Time: 2019.7 ms
[2021-09-24 01:32:48 main:581] : INFO : Epoch 1858 | loss: 0.0309756 | val_loss: 0.031302 | Time: 1989.86 ms
[2021-09-24 01:32:50 main:581] : INFO : Epoch 1859 | loss: 0.0309745 | val_loss: 0.0312944 | Time: 2010.1 ms
[2021-09-24 01:32:52 main:581] : INFO : Epoch 1860 | loss: 0.0309695 | val_loss: 0.0313068 | Time: 1859.05 ms
[2021-09-24 01:32:54 main:581] : INFO : Epoch 1861 | loss: 0.0309705 | val_loss: 0.03133 | Time: 1752.2 ms
[2021-09-24 01:32:56 main:581] : INFO : Epoch 1862 | loss: 0.0309722 | val_loss: 0.0313175 | Time: 1693.8 ms
[2021-09-24 01:32:57 main:581] : INFO : Epoch 1863 | loss: 0.0309718 | val_loss: 0.0313062 | Time: 1772.18 ms
[2021-09-24 01:32:59 main:581] : INFO : Epoch 1864 | loss: 0.0309653 | val_loss: 0.0312936 | Time: 1992.62 ms
[2021-09-24 01:33:01 main:581] : INFO : Epoch 1865 | loss: 0.0309916 | val_loss: 0.0312996 | Time: 2025.04 ms
[2021-09-24 01:33:03 main:581] : INFO : Epoch 1866 | loss: 0.03098 | val_loss: 0.0313092 | Time: 1901.03 ms
[2021-09-24 01:33:05 main:581] : INFO : Epoch 1867 | loss: 0.0309745 | val_loss: 0.03134 | Time: 2029.03 ms
[2021-09-24 01:33:08 main:581] : INFO : Epoch 1868 | loss: 0.0309724 | val_loss: 0.031327 | Time: 2179.66 ms
[2021-09-24 01:33:10 main:581] : INFO : Epoch 1869 | loss: 0.0309677 | val_loss: 0.0313195 | Time: 2108.94 ms
[2021-09-24 01:33:12 main:581] : INFO : Epoch 1870 | loss: 0.0309741 | val_loss: 0.0313055 | Time: 2005.81 ms
[2021-09-24 01:33:14 main:581] : INFO : Epoch 1871 | loss: 0.030972 | val_loss: 0.0312767 | Time: 1987.53 ms
[2021-09-24 01:33:16 main:581] : INFO : Epoch 1872 | loss: 0.0309748 | val_loss: 0.0313281 | Time: 1879.58 ms
[2021-09-24 01:33:18 main:581] : INFO : Epoch 1873 | loss: 0.0309789 | val_loss: 0.0312977 | Time: 2113.4 ms
[2021-09-24 01:33:20 main:581] : INFO : Epoch 1874 | loss: 0.0309827 | val_loss: 0.0313125 | Time: 2014.38 ms
[2021-09-24 01:33:22 main:581] : INFO : Epoch 1875 | loss: 0.0309816 | val_loss: 0.0312949 | Time: 1990.86 ms
[2021-09-24 01:33:24 main:581] : INFO : Epoch 1876 | loss: 0.030974 | val_loss: 0.031317 | Time: 1812.57 ms
[2021-09-24 01:33:25 main:581] : INFO : Epoch 1877 | loss: 0.0309783 | val_loss: 0.0313105 | Time: 1901.48 ms
[2021-09-24 01:33:27 main:581] : INFO : Epoch 1878 | loss: 0.0309711 | val_loss: 0.0312878 | Time: 2064.59 ms
[2021-09-24 01:33:29 main:581] : INFO : Epoch 1879 | loss: 0.0309754 | val_loss: 0.0312986 | Time: 1883.43 ms
[2021-09-24 01:33:31 main:581] : INFO : Epoch 1880 | loss: 0.0309729 | val_loss: 0.0313163 | Time: 2003.67 ms
[2021-09-24 01:33:33 main:581] : INFO : Epoch 1881 | loss: 0.0309731 | val_loss: 0.0313088 | Time: 2113.81 ms
[2021-09-24 01:33:36 main:581] : INFO : Epoch 1882 | loss: 0.0309779 | val_loss: 0.0313456 | Time: 2088.05 ms
[2021-09-24 01:33:38 main:581] : INFO : Epoch 1883 | loss: 0.0309735 | val_loss: 0.0313288 | Time: 1986.14 ms
[2021-09-24 01:33:40 main:581] : INFO : Epoch 1884 | loss: 0.0309819 | val_loss: 0.0313014 | Time: 2026.86 ms
[2021-09-24 01:33:42 main:581] : INFO : Epoch 1885 | loss: 0.0309799 | val_loss: 0.0312858 | Time: 2012.32 ms
[2021-09-24 01:33:44 main:581] : INFO : Epoch 1886 | loss: 0.0309804 | val_loss: 0.0313052 | Time: 2043.76 ms
[2021-09-24 01:33:46 main:581] : INFO : Epoch 1887 | loss: 0.0309827 | val_loss: 0.0312715 | Time: 2013.77 ms
[2021-09-24 01:33:48 main:581] : INFO : Epoch 1888 | loss: 0.0310068 | val_loss: 0.0313471 | Time: 1996.33 ms
[2021-09-24 01:33:50 main:581] : INFO : Epoch 1889 | loss: 0.0315518 | val_loss: 0.031562 | Time: 1995.92 ms
[2021-09-24 01:33:51 main:581] : INFO : Epoch 1890 | loss: 0.031702 | val_loss: 0.0317196 | Time: 1804.27 ms
[2021-09-24 01:33:53 main:581] : INFO : Epoch 1891 | loss: 0.0319919 | val_loss: 0.0313621 | Time: 1777.64 ms
[2021-09-24 01:33:55 main:581] : INFO : Epoch 1892 | loss: 0.0313669 | val_loss: 0.0312841 | Time: 1787.1 ms
[2021-09-24 01:33:57 main:581] : INFO : Epoch 1893 | loss: 0.0312587 | val_loss: 0.0312443 | Time: 2155.35 ms
[2021-09-24 01:34:00 main:581] : INFO : Epoch 1894 | loss: 0.0312212 | val_loss: 0.0312056 | Time: 2357.96 ms
[2021-09-24 01:34:02 main:581] : INFO : Epoch 1895 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 2027.8 ms
[2021-09-24 01:34:04 main:581] : INFO : Epoch 1896 | loss: 0.0311635 | val_loss: 0.0311778 | Time: 2065.86 ms
[2021-09-24 01:34:06 main:581] : INFO : Epoch 1897 | loss: 0.0311515 | val_loss: 0.0311776 | Time: 2504.41 ms
[2021-09-24 01:34:08 main:581] : INFO : Epoch 1898 | loss: 0.0311384 | val_loss: 0.031178 | Time: 2181.64 ms
[2021-09-24 01:34:10 main:581] : INFO : Epoch 1899 | loss: 0.0311277 | val_loss: 0.0311779 | Time: 2166.9 ms
[2021-09-24 01:34:13 main:581] : INFO : Epoch 1900 | loss: 0.0311231 | val_loss: 0.0311798 | Time: 2170.64 ms
[2021-09-24 01:34:15 main:581] : INFO : Epoch 1901 | loss: 0.0311195 | val_loss: 0.0311793 | Time: 2017.31 ms
[2021-09-24 01:34:17 main:581] : INFO : Epoch 1902 | loss: 0.0311192 | val_loss: 0.0311849 | Time: 2199.74 ms
[2021-09-24 01:34:19 main:581] : INFO : Epoch 1903 | loss: 0.0311154 | val_loss: 0.031186 | Time: 2202.15 ms
[2021-09-24 01:34:21 main:581] : INFO : Epoch 1904 | loss: 0.031112 | val_loss: 0.0311847 | Time: 1990.6 ms
[2021-09-24 01:34:23 main:581] : INFO : Epoch 1905 | loss: 0.0311098 | val_loss: 0.0311891 | Time: 1978.86 ms
[2021-09-24 01:34:25 main:581] : INFO : Epoch 1906 | loss: 0.0311072 | val_loss: 0.0311851 | Time: 1982.11 ms
[2021-09-24 01:34:27 main:581] : INFO : Epoch 1907 | loss: 0.031103 | val_loss: 0.0311872 | Time: 2034.4 ms
[2021-09-24 01:34:29 main:581] : INFO : Epoch 1908 | loss: 0.0311018 | val_loss: 0.0311895 | Time: 2198.41 ms
[2021-09-24 01:34:32 main:581] : INFO : Epoch 1909 | loss: 0.0310994 | val_loss: 0.0311956 | Time: 2421.41 ms
[2021-09-24 01:34:34 main:581] : INFO : Epoch 1910 | loss: 0.0310951 | val_loss: 0.0311934 | Time: 2186.93 ms
[2021-09-24 01:34:36 main:581] : INFO : Epoch 1911 | loss: 0.0310951 | val_loss: 0.0312008 | Time: 2305.56 ms
[2021-09-24 01:34:38 main:581] : INFO : Epoch 1912 | loss: 0.0310907 | val_loss: 0.031196 | Time: 2303.92 ms
[2021-09-24 01:34:41 main:581] : INFO : Epoch 1913 | loss: 0.0310861 | val_loss: 0.0311975 | Time: 2246.03 ms
[2021-09-24 01:34:43 main:581] : INFO : Epoch 1914 | loss: 0.0310825 | val_loss: 0.0312018 | Time: 2232.71 ms
[2021-09-24 01:34:45 main:581] : INFO : Epoch 1915 | loss: 0.0310812 | val_loss: 0.0312074 | Time: 2143.73 ms
[2021-09-24 01:34:47 main:581] : INFO : Epoch 1916 | loss: 0.0310781 | val_loss: 0.0312098 | Time: 2314.39 ms
[2021-09-24 01:34:50 main:581] : INFO : Epoch 1917 | loss: 0.0310749 | val_loss: 0.0312101 | Time: 2268.91 ms
[2021-09-24 01:34:52 main:581] : INFO : Epoch 1918 | loss: 0.0310741 | val_loss: 0.0312106 | Time: 2049.63 ms
[2021-09-24 01:34:54 main:581] : INFO : Epoch 1919 | loss: 0.0310715 | val_loss: 0.0312211 | Time: 2022.03 ms
[2021-09-24 01:34:56 main:581] : INFO : Epoch 1920 | loss: 0.0310683 | val_loss: 0.0312181 | Time: 1992.88 ms
[2021-09-24 01:34:58 main:581] : INFO : Epoch 1921 | loss: 0.0310672 | val_loss: 0.0312175 | Time: 2012.68 ms
[2021-09-24 01:35:00 main:581] : INFO : Epoch 1922 | loss: 0.0310669 | val_loss: 0.0312192 | Time: 1967.02 ms
[2021-09-24 01:35:02 main:581] : INFO : Epoch 1923 | loss: 0.0310634 | val_loss: 0.0312217 | Time: 1854.46 ms
[2021-09-24 01:35:03 main:581] : INFO : Epoch 1924 | loss: 0.0310643 | val_loss: 0.0312307 | Time: 1696.1 ms
[2021-09-24 01:35:05 main:581] : INFO : Epoch 1925 | loss: 0.0310659 | val_loss: 0.0312317 | Time: 1716.97 ms
[2021-09-24 01:35:07 main:581] : INFO : Epoch 1926 | loss: 0.0310594 | val_loss: 0.0312383 | Time: 1807.51 ms
[2021-09-24 01:35:09 main:581] : INFO : Epoch 1927 | loss: 0.0310533 | val_loss: 0.0312313 | Time: 2057.77 ms
[2021-09-24 01:35:11 main:581] : INFO : Epoch 1928 | loss: 0.0310501 | val_loss: 0.0312297 | Time: 2115.37 ms
[2021-09-24 01:35:13 main:581] : INFO : Epoch 1929 | loss: 0.0310484 | val_loss: 0.0312329 | Time: 1950.24 ms
[2021-09-24 01:35:15 main:581] : INFO : Epoch 1930 | loss: 0.0310462 | val_loss: 0.0312291 | Time: 2035.99 ms
[2021-09-24 01:35:17 main:581] : INFO : Epoch 1931 | loss: 0.0310459 | val_loss: 0.0312209 | Time: 1900.45 ms
[2021-09-24 01:35:19 main:581] : INFO : Epoch 1932 | loss: 0.0310445 | val_loss: 0.0312351 | Time: 2162.41 ms
[2021-09-24 01:35:21 main:581] : INFO : Epoch 1933 | loss: 0.031046 | val_loss: 0.031245 | Time: 1991.48 ms
[2021-09-24 01:35:23 main:581] : INFO : Epoch 1934 | loss: 0.0310433 | val_loss: 0.0312378 | Time: 1934.27 ms
[2021-09-24 01:35:25 main:581] : INFO : Epoch 1935 | loss: 0.0310403 | val_loss: 0.0312458 | Time: 2150.37 ms
[2021-09-24 01:35:27 main:581] : INFO : Epoch 1936 | loss: 0.0310346 | val_loss: 0.0312459 | Time: 1917.6 ms
[2021-09-24 01:35:29 main:581] : INFO : Epoch 1937 | loss: 0.0310319 | val_loss: 0.0312461 | Time: 2172.11 ms
[2021-09-24 01:35:31 main:581] : INFO : Epoch 1938 | loss: 0.0310324 | val_loss: 0.0312454 | Time: 2204.71 ms
[2021-09-24 01:35:34 main:581] : INFO : Epoch 1939 | loss: 0.0310331 | val_loss: 0.0312437 | Time: 2122.21 ms
[2021-09-24 01:35:36 main:581] : INFO : Epoch 1940 | loss: 0.0310316 | val_loss: 0.0312575 | Time: 2108.16 ms
[2021-09-24 01:35:38 main:581] : INFO : Epoch 1941 | loss: 0.0310275 | val_loss: 0.0312539 | Time: 2021.22 ms
[2021-09-24 01:35:40 main:581] : INFO : Epoch 1942 | loss: 0.0310272 | val_loss: 0.0312508 | Time: 1985.32 ms
[2021-09-24 01:35:42 main:581] : INFO : Epoch 1943 | loss: 0.0310247 | val_loss: 0.0312573 | Time: 2147 ms
[2021-09-24 01:35:44 main:581] : INFO : Epoch 1944 | loss: 0.0310283 | val_loss: 0.0312786 | Time: 2024.42 ms
[2021-09-24 01:35:46 main:581] : INFO : Epoch 1945 | loss: 0.031024 | val_loss: 0.0312483 | Time: 1919.47 ms
[2021-09-24 01:35:48 main:581] : INFO : Epoch 1946 | loss: 0.0310237 | val_loss: 0.0312482 | Time: 2090.79 ms
[2021-09-24 01:35:50 main:581] : INFO : Epoch 1947 | loss: 0.0310214 | val_loss: 0.031255 | Time: 1780.03 ms
[2021-09-24 01:35:51 main:581] : INFO : Epoch 1948 | loss: 0.0310203 | val_loss: 0.0312683 | Time: 1791.76 ms
[2021-09-24 01:35:53 main:581] : INFO : Epoch 1949 | loss: 0.0310167 | val_loss: 0.0312765 | Time: 1825.45 ms
[2021-09-24 01:35:55 main:581] : INFO : Epoch 1950 | loss: 0.0310213 | val_loss: 0.0312584 | Time: 1948.84 ms
[2021-09-24 01:35:57 main:581] : INFO : Epoch 1951 | loss: 0.0310212 | val_loss: 0.0312724 | Time: 1855.22 ms
[2021-09-24 01:35:59 main:581] : INFO : Epoch 1952 | loss: 0.0310225 | val_loss: 0.0312622 | Time: 1903.25 ms
[2021-09-24 01:36:01 main:581] : INFO : Epoch 1953 | loss: 0.0310228 | val_loss: 0.0312777 | Time: 2005.75 ms
[2021-09-24 01:36:03 main:581] : INFO : Epoch 1954 | loss: 0.0310198 | val_loss: 0.0312627 | Time: 2012.22 ms
[2021-09-24 01:36:05 main:581] : INFO : Epoch 1955 | loss: 0.0310211 | val_loss: 0.0312561 | Time: 1918.83 ms
[2021-09-24 01:36:07 main:581] : INFO : Epoch 1956 | loss: 0.0310198 | val_loss: 0.031287 | Time: 1994.89 ms
[2021-09-24 01:36:09 main:581] : INFO : Epoch 1957 | loss: 0.0310162 | val_loss: 0.0312637 | Time: 1990.11 ms
[2021-09-24 01:36:11 main:581] : INFO : Epoch 1958 | loss: 0.0310172 | val_loss: 0.0312532 | Time: 1962.53 ms
[2021-09-24 01:36:13 main:581] : INFO : Epoch 1959 | loss: 0.0310148 | val_loss: 0.0312879 | Time: 1953.96 ms
[2021-09-24 01:36:15 main:581] : INFO : Epoch 1960 | loss: 0.0310107 | val_loss: 0.0312673 | Time: 1948.83 ms
[2021-09-24 01:36:17 main:581] : INFO : Epoch 1961 | loss: 0.0310151 | val_loss: 0.0312655 | Time: 1840.92 ms
[2021-09-24 01:36:18 main:581] : INFO : Epoch 1962 | loss: 0.0310181 | val_loss: 0.0312541 | Time: 1873.58 ms
[2021-09-24 01:36:21 main:581] : INFO : Epoch 1963 | loss: 0.0310172 | val_loss: 0.0312528 | Time: 2152.2 ms
[2021-09-24 01:36:23 main:581] : INFO : Epoch 1964 | loss: 0.0310144 | val_loss: 0.0312836 | Time: 2111.67 ms
[2021-09-24 01:36:25 main:581] : INFO : Epoch 1965 | loss: 0.0310119 | val_loss: 0.0312669 | Time: 2065.23 ms
[2021-09-24 01:36:27 main:581] : INFO : Epoch 1966 | loss: 0.0310105 | val_loss: 0.0312768 | Time: 2115.14 ms
[2021-09-24 01:36:29 main:581] : INFO : Epoch 1967 | loss: 0.0310092 | val_loss: 0.0312695 | Time: 2071.39 ms
[2021-09-24 01:36:31 main:581] : INFO : Epoch 1968 | loss: 0.0310081 | val_loss: 0.0312799 | Time: 2184.2 ms
[2021-09-24 01:36:33 main:581] : INFO : Epoch 1969 | loss: 0.0310086 | val_loss: 0.0312828 | Time: 2292.24 ms
[2021-09-24 01:36:36 main:581] : INFO : Epoch 1970 | loss: 0.0310108 | val_loss: 0.0312618 | Time: 2075.88 ms
[2021-09-24 01:36:37 main:581] : INFO : Epoch 1971 | loss: 0.0310107 | val_loss: 0.0312755 | Time: 1964.86 ms
[2021-09-24 01:36:40 main:581] : INFO : Epoch 1972 | loss: 0.0310094 | val_loss: 0.0312862 | Time: 2097.88 ms
[2021-09-24 01:36:42 main:581] : INFO : Epoch 1973 | loss: 0.0310081 | val_loss: 0.0312708 | Time: 2104.6 ms
[2021-09-24 01:36:44 main:581] : INFO : Epoch 1974 | loss: 0.0310131 | val_loss: 0.031288 | Time: 2273.3 ms
[2021-09-24 01:36:46 main:581] : INFO : Epoch 1975 | loss: 0.0310091 | val_loss: 0.031304 | Time: 2508.32 ms
[2021-09-24 01:36:49 main:581] : INFO : Epoch 1976 | loss: 0.0310077 | val_loss: 0.0312841 | Time: 2121.88 ms
[2021-09-24 01:36:51 main:581] : INFO : Epoch 1977 | loss: 0.0310031 | val_loss: 0.0313003 | Time: 2696.43 ms
[2021-09-24 01:36:54 main:581] : INFO : Epoch 1978 | loss: 0.0310009 | val_loss: 0.031258 | Time: 2408.69 ms
[2021-09-24 01:36:56 main:581] : INFO : Epoch 1979 | loss: 0.0310261 | val_loss: 0.0312408 | Time: 2302.65 ms
[2021-09-24 01:36:58 main:581] : INFO : Epoch 1980 | loss: 0.0310398 | val_loss: 0.0312612 | Time: 2019 ms
[2021-09-24 01:37:00 main:581] : INFO : Epoch 1981 | loss: 0.0310163 | val_loss: 0.0312671 | Time: 2082.34 ms
[2021-09-24 01:37:02 main:581] : INFO : Epoch 1982 | loss: 0.0310097 | val_loss: 0.0312735 | Time: 1982.26 ms
[2021-09-24 01:37:04 main:581] : INFO : Epoch 1983 | loss: 0.0310103 | val_loss: 0.0312757 | Time: 2191.9 ms
[2021-09-24 01:37:06 main:581] : INFO : Epoch 1984 | loss: 0.031004 | val_loss: 0.0312914 | Time: 2137.68 ms
[2021-09-24 01:37:09 main:581] : INFO : Epoch 1985 | loss: 0.0309983 | val_loss: 0.0312807 | Time: 2277.41 ms
[2021-09-24 01:37:11 main:581] : INFO : Epoch 1986 | loss: 0.0309993 | val_loss: 0.0312846 | Time: 2172.57 ms
[2021-09-24 01:37:13 main:581] : INFO : Epoch 1987 | loss: 0.0309998 | val_loss: 0.0312962 | Time: 2501.42 ms
[2021-09-24 01:37:16 main:581] : INFO : Epoch 1988 | loss: 0.0309991 | val_loss: 0.0312517 | Time: 2909.39 ms
[2021-09-24 01:37:19 main:581] : INFO : Epoch 1989 | loss: 0.0310004 | val_loss: 0.0312819 | Time: 2506.44 ms
[2021-09-24 01:37:21 main:581] : INFO : Epoch 1990 | loss: 0.031 | val_loss: 0.0312762 | Time: 1993.95 ms
[2021-09-24 01:37:23 main:581] : INFO : Epoch 1991 | loss: 0.0309933 | val_loss: 0.0312856 | Time: 2157.41 ms
[2021-09-24 01:37:25 main:581] : INFO : Epoch 1992 | loss: 0.0310056 | val_loss: 0.0312767 | Time: 2038.82 ms
[2021-09-24 01:37:27 main:581] : INFO : Epoch 1993 | loss: 0.0310077 | val_loss: 0.0313081 | Time: 2037.59 ms
[2021-09-24 01:37:29 main:581] : INFO : Epoch 1994 | loss: 0.0310009 | val_loss: 0.0312675 | Time: 2164.41 ms
[2021-09-24 01:37:31 main:581] : INFO : Epoch 1995 | loss: 0.0310022 | val_loss: 0.0312474 | Time: 1941.59 ms
[2021-09-24 01:37:33 main:581] : INFO : Epoch 1996 | loss: 0.0309998 | val_loss: 0.0312743 | Time: 1959.73 ms
[2021-09-24 01:37:35 main:581] : INFO : Epoch 1997 | loss: 0.0310037 | val_loss: 0.031288 | Time: 2216.06 ms
[2021-09-24 01:37:37 main:581] : INFO : Epoch 1998 | loss: 0.0309989 | val_loss: 0.031301 | Time: 2001.9 ms
[2021-09-24 01:37:39 main:581] : INFO : Epoch 1999 | loss: 0.0310002 | val_loss: 0.0312925 | Time: 2177.73 ms
[2021-09-24 01:37:41 main:581] : INFO : Epoch 2000 | loss: 0.0309994 | val_loss: 0.0313005 | Time: 1952.54 ms
[2021-09-24 01:37:43 main:581] : INFO : Epoch 2001 | loss: 0.0309904 | val_loss: 0.0313036 | Time: 2026.01 ms
[2021-09-24 01:37:46 main:581] : INFO : Epoch 2002 | loss: 0.0309997 | val_loss: 0.0312805 | Time: 2255.77 ms
[2021-09-24 01:37:48 main:581] : INFO : Epoch 2003 | loss: 0.0310157 | val_loss: 0.0312973 | Time: 2201.35 ms
[2021-09-24 01:37:50 main:581] : INFO : Epoch 2004 | loss: 0.0309989 | val_loss: 0.0312937 | Time: 2001.38 ms
[2021-09-24 01:37:52 main:581] : INFO : Epoch 2005 | loss: 0.0309977 | val_loss: 0.0312569 | Time: 1957.68 ms
[2021-09-24 01:37:54 main:581] : INFO : Epoch 2006 | loss: 0.0309987 | val_loss: 0.0312744 | Time: 2012.29 ms
[2021-09-24 01:37:56 main:581] : INFO : Epoch 2007 | loss: 0.0309954 | val_loss: 0.0312745 | Time: 2133.89 ms
[2021-09-24 01:37:58 main:581] : INFO : Epoch 2008 | loss: 0.03099 | val_loss: 0.0313002 | Time: 2123.85 ms
[2021-09-24 01:38:00 main:581] : INFO : Epoch 2009 | loss: 0.0309899 | val_loss: 0.0312754 | Time: 2028.92 ms
[2021-09-24 01:38:02 main:581] : INFO : Epoch 2010 | loss: 0.030992 | val_loss: 0.0313073 | Time: 2259.36 ms
[2021-09-24 01:38:05 main:581] : INFO : Epoch 2011 | loss: 0.0309913 | val_loss: 0.0313089 | Time: 2223.74 ms
[2021-09-24 01:38:07 main:581] : INFO : Epoch 2012 | loss: 0.0309894 | val_loss: 0.0312727 | Time: 2178.84 ms
[2021-09-24 01:38:09 main:581] : INFO : Epoch 2013 | loss: 0.0309966 | val_loss: 0.0312924 | Time: 2001.87 ms
[2021-09-24 01:38:11 main:581] : INFO : Epoch 2014 | loss: 0.0309942 | val_loss: 0.031298 | Time: 2023.02 ms
[2021-09-24 01:38:13 main:581] : INFO : Epoch 2015 | loss: 0.030998 | val_loss: 0.0312797 | Time: 1905.03 ms
[2021-09-24 01:38:15 main:581] : INFO : Epoch 2016 | loss: 0.0309915 | val_loss: 0.0312749 | Time: 1974.52 ms
[2021-09-24 01:38:16 main:581] : INFO : Epoch 2017 | loss: 0.0309931 | val_loss: 0.0312886 | Time: 1691.77 ms
[2021-09-24 01:38:18 main:581] : INFO : Epoch 2018 | loss: 0.0309886 | val_loss: 0.0313058 | Time: 1863.68 ms
[2021-09-24 01:38:20 main:581] : INFO : Epoch 2019 | loss: 0.0309855 | val_loss: 0.0313079 | Time: 1987.38 ms
[2021-09-24 01:38:22 main:581] : INFO : Epoch 2020 | loss: 0.0309921 | val_loss: 0.0312816 | Time: 1978.74 ms
[2021-09-24 01:38:24 main:581] : INFO : Epoch 2021 | loss: 0.0309884 | val_loss: 0.0313111 | Time: 2064.59 ms
[2021-09-24 01:38:26 main:581] : INFO : Epoch 2022 | loss: 0.0309896 | val_loss: 0.0312933 | Time: 2039.21 ms
[2021-09-24 01:38:29 main:581] : INFO : Epoch 2023 | loss: 0.0309854 | val_loss: 0.0313042 | Time: 2125.95 ms
[2021-09-24 01:38:31 main:581] : INFO : Epoch 2024 | loss: 0.0309868 | val_loss: 0.0312857 | Time: 2058.21 ms
[2021-09-24 01:38:33 main:581] : INFO : Epoch 2025 | loss: 0.0309907 | val_loss: 0.0312922 | Time: 2296.63 ms
[2021-09-24 01:38:35 main:581] : INFO : Epoch 2026 | loss: 0.0309939 | val_loss: 0.0312873 | Time: 1932.41 ms
[2021-09-24 01:38:37 main:581] : INFO : Epoch 2027 | loss: 0.0309896 | val_loss: 0.0312956 | Time: 2342.15 ms
[2021-09-24 01:38:39 main:581] : INFO : Epoch 2028 | loss: 0.0309851 | val_loss: 0.031289 | Time: 2008.51 ms
[2021-09-24 01:38:41 main:581] : INFO : Epoch 2029 | loss: 0.030984 | val_loss: 0.0313003 | Time: 1866.97 ms
[2021-09-24 01:38:43 main:581] : INFO : Epoch 2030 | loss: 0.0309967 | val_loss: 0.0312898 | Time: 1940.33 ms
[2021-09-24 01:38:45 main:581] : INFO : Epoch 2031 | loss: 0.0309953 | val_loss: 0.0313139 | Time: 1929.78 ms
[2021-09-24 01:38:47 main:581] : INFO : Epoch 2032 | loss: 0.0309953 | val_loss: 0.0312903 | Time: 2130.47 ms
[2021-09-24 01:38:49 main:581] : INFO : Epoch 2033 | loss: 0.0309899 | val_loss: 0.0313057 | Time: 1989.22 ms
[2021-09-24 01:38:51 main:581] : INFO : Epoch 2034 | loss: 0.0309838 | val_loss: 0.0312931 | Time: 1865.07 ms
[2021-09-24 01:38:53 main:581] : INFO : Epoch 2035 | loss: 0.0309859 | val_loss: 0.0312891 | Time: 2141.08 ms
[2021-09-24 01:38:55 main:581] : INFO : Epoch 2036 | loss: 0.0309867 | val_loss: 0.0312876 | Time: 2044.67 ms
[2021-09-24 01:38:57 main:581] : INFO : Epoch 2037 | loss: 0.0309872 | val_loss: 0.0313016 | Time: 2085.68 ms
[2021-09-24 01:38:59 main:581] : INFO : Epoch 2038 | loss: 0.0309884 | val_loss: 0.0312653 | Time: 2134.52 ms
[2021-09-24 01:39:01 main:581] : INFO : Epoch 2039 | loss: 0.0309942 | val_loss: 0.031267 | Time: 1915.07 ms
[2021-09-24 01:39:03 main:581] : INFO : Epoch 2040 | loss: 0.0309966 | val_loss: 0.0312964 | Time: 2162.55 ms
[2021-09-24 01:39:05 main:581] : INFO : Epoch 2041 | loss: 0.0309944 | val_loss: 0.0313234 | Time: 1942.53 ms
[2021-09-24 01:39:08 main:581] : INFO : Epoch 2042 | loss: 0.0309882 | val_loss: 0.0312977 | Time: 2480.34 ms
[2021-09-24 01:39:10 main:581] : INFO : Epoch 2043 | loss: 0.0309953 | val_loss: 0.0312989 | Time: 2094.98 ms
[2021-09-24 01:39:12 main:581] : INFO : Epoch 2044 | loss: 0.0309993 | val_loss: 0.0313108 | Time: 2077.25 ms
[2021-09-24 01:39:14 main:581] : INFO : Epoch 2045 | loss: 0.0309854 | val_loss: 0.031274 | Time: 2244.97 ms
[2021-09-24 01:39:16 main:581] : INFO : Epoch 2046 | loss: 0.0309855 | val_loss: 0.0313247 | Time: 2225.74 ms
[2021-09-24 01:39:18 main:581] : INFO : Epoch 2047 | loss: 0.0309866 | val_loss: 0.0312948 | Time: 1938.46 ms
[2021-09-24 01:39:21 main:581] : INFO : Epoch 2048 | loss: 0.030991 | val_loss: 0.0312948 | Time: 2259.72 ms
[2021-09-24 01:39:21 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312948
[2021-09-24 01:39:21 main:610] : INFO : Saving end state to config to file
[2021-09-24 01:39:21 main:615] : INFO : Success, exiting..
01:39:21 (1387224): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)