Task 10024963
| Name | ParityModified-1639961478-29558-0_0 |
| Workunit | 7403615 |
| Created | 20 Dec 2021, 0:51:23 UTC |
| Sent | 5 Jan 2022, 19:54:29 UTC |
| Report deadline | 13 Jan 2022, 19:54:29 UTC |
| Received | 5 Jan 2022, 22:22:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 6 min 32 sec |
| CPU time | 1 hours 5 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,452.20 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309761 | val_loss: 0.0312954 | Time: 1880.38 ms
[2022-01-05 13:04:07 main:574] : INFO : Epoch 1543 | loss: 0.0309776 | val_loss: 0.0313284 | Time: 1884.34 ms
[2022-01-05 13:04:09 main:574] : INFO : Epoch 1544 | loss: 0.0309812 | val_loss: 0.0312994 | Time: 1905.77 ms
[2022-01-05 13:04:11 main:574] : INFO : Epoch 1545 | loss: 0.0309894 | val_loss: 0.0312937 | Time: 1885.47 ms
[2022-01-05 13:04:13 main:574] : INFO : Epoch 1546 | loss: 0.030985 | val_loss: 0.0312849 | Time: 1887.59 ms
[2022-01-05 13:04:15 main:574] : INFO : Epoch 1547 | loss: 0.0309844 | val_loss: 0.0313037 | Time: 1942.78 ms
[2022-01-05 13:04:17 main:574] : INFO : Epoch 1548 | loss: 0.0309772 | val_loss: 0.0313077 | Time: 1886.66 ms
[2022-01-05 13:04:19 main:574] : INFO : Epoch 1549 | loss: 0.030977 | val_loss: 0.031294 | Time: 1970.25 ms
[2022-01-05 13:04:21 main:574] : INFO : Epoch 1550 | loss: 0.0309884 | val_loss: 0.0312791 | Time: 1922.39 ms
[2022-01-05 13:04:23 main:574] : INFO : Epoch 1551 | loss: 0.0309856 | val_loss: 0.0312944 | Time: 1894.13 ms
[2022-01-05 13:04:24 main:574] : INFO : Epoch 1552 | loss: 0.0309972 | val_loss: 0.0313008 | Time: 1910.06 ms
[2022-01-05 13:04:26 main:574] : INFO : Epoch 1553 | loss: 0.0309931 | val_loss: 0.0313035 | Time: 1918.56 ms
[2022-01-05 13:04:38 main:574] : INFO : Epoch 1554 | loss: 0.0309857 | val_loss: 0.0313142 | Time: 11949.5 ms
[2022-01-05 13:04:40 main:574] : INFO : Epoch 1555 | loss: 0.0309767 | val_loss: 0.0313112 | Time: 1902.4 ms
[2022-01-05 13:04:42 main:574] : INFO : Epoch 1556 | loss: 0.0309768 | val_loss: 0.0312914 | Time: 1914.02 ms
[2022-01-05 13:04:44 main:574] : INFO : Epoch 1557 | loss: 0.0309812 | val_loss: 0.0313178 | Time: 1880.76 ms
[2022-01-05 13:04:46 main:574] : INFO : Epoch 1558 | loss: 0.0309842 | val_loss: 0.031285 | Time: 1883.92 ms
[2022-01-05 13:04:48 main:574] : INFO : Epoch 1559 | loss: 0.0309786 | val_loss: 0.0312933 | Time: 1908.31 ms
[2022-01-05 13:04:50 main:574] : INFO : Epoch 1560 | loss: 0.0309817 | val_loss: 0.0312589 | Time: 1888.74 ms
[2022-01-05 13:04:52 main:574] : INFO : Epoch 1561 | loss: 0.030977 | val_loss: 0.0313028 | Time: 1925.39 ms
[2022-01-05 13:04:54 main:574] : INFO : Epoch 1562 | loss: 0.0309821 | val_loss: 0.0312803 | Time: 1914.53 ms
[2022-01-05 13:04:56 main:574] : INFO : Epoch 1563 | loss: 0.0309844 | val_loss: 0.0312861 | Time: 1893.88 ms
[2022-01-05 13:04:58 main:574] : INFO : Epoch 1564 | loss: 0.0309871 | val_loss: 0.0312843 | Time: 1902.91 ms
[2022-01-05 13:05:00 main:574] : INFO : Epoch 1565 | loss: 0.0309723 | val_loss: 0.0313038 | Time: 1911.44 ms
[2022-01-05 13:05:01 main:574] : INFO : Epoch 1566 | loss: 0.0309736 | val_loss: 0.0312871 | Time: 1889.55 ms
[2022-01-05 13:05:03 main:574] : INFO : Epoch 1567 | loss: 0.0309858 | val_loss: 0.0312938 | Time: 1904.45 ms
[2022-01-05 13:05:05 main:574] : INFO : Epoch 1568 | loss: 0.0309839 | val_loss: 0.0312946 | Time: 1900.67 ms
[2022-01-05 13:05:07 main:574] : INFO : Epoch 1569 | loss: 0.0309822 | val_loss: 0.0312886 | Time: 1886.71 ms
[2022-01-05 13:05:09 main:574] : INFO : Epoch 1570 | loss: 0.03098 | val_loss: 0.031294 | Time: 1894.63 ms
[2022-01-05 13:05:11 main:574] : INFO : Epoch 1571 | loss: 0.0309903 | val_loss: 0.0312786 | Time: 1900.58 ms
[2022-01-05 13:05:13 main:574] : INFO : Epoch 1572 | loss: 0.0309791 | val_loss: 0.0312864 | Time: 1919.69 ms
[2022-01-05 13:05:15 main:574] : INFO : Epoch 1573 | loss: 0.0309746 | val_loss: 0.031305 | Time: 1896.38 ms
[2022-01-05 13:05:17 main:574] : INFO : Epoch 1574 | loss: 0.0309753 | val_loss: 0.0313112 | Time: 1943.35 ms
[2022-01-05 13:05:19 main:574] : INFO : Epoch 1575 | loss: 0.0309734 | val_loss: 0.0313051 | Time: 1880.96 ms
[2022-01-05 13:05:21 main:574] : INFO : Epoch 1576 | loss: 0.0309788 | val_loss: 0.0312939 | Time: 1932.52 ms
[2022-01-05 13:05:23 main:574] : INFO : Epoch 1577 | loss: 0.03098 | val_loss: 0.0313051 | Time: 1948.06 ms
[2022-01-05 13:05:25 main:574] : INFO : Epoch 1578 | loss: 0.0309831 | val_loss: 0.0312997 | Time: 1892.35 ms
[2022-01-05 13:05:27 main:574] : INFO : Epoch 1579 | loss: 0.03099 | val_loss: 0.0312923 | Time: 1932.65 ms
[2022-01-05 13:05:28 main:574] : INFO : Epoch 1580 | loss: 0.0309854 | val_loss: 0.0312787 | Time: 1924.4 ms
[2022-01-05 13:05:30 main:574] : INFO : Epoch 1581 | loss: 0.0309768 | val_loss: 0.0313127 | Time: 1938.72 ms
[2022-01-05 13:05:32 main:574] : INFO : Epoch 1582 | loss: 0.0309745 | val_loss: 0.0313019 | Time: 1878.29 ms
[2022-01-05 13:05:34 main:574] : INFO : Epoch 1583 | loss: 0.0309717 | val_loss: 0.0312967 | Time: 1893.89 ms
[2022-01-05 13:05:36 main:574] : INFO : Epoch 1584 | loss: 0.0309719 | val_loss: 0.0312783 | Time: 1932.59 ms
[2022-01-05 13:05:38 main:574] : INFO : Epoch 1585 | loss: 0.0309805 | val_loss: 0.0313067 | Time: 1909.27 ms
[2022-01-05 13:05:40 main:574] : INFO : Epoch 1586 | loss: 0.0309779 | val_loss: 0.0312779 | Time: 1917.38 ms
[2022-01-05 13:05:42 main:574] : INFO : Epoch 1587 | loss: 0.0309832 | val_loss: 0.0313047 | Time: 1873.77 ms
[2022-01-05 13:05:44 main:574] : INFO : Epoch 1588 | loss: 0.0309793 | val_loss: 0.0313038 | Time: 1897.84 ms
[2022-01-05 13:05:46 main:574] : INFO : Epoch 1589 | loss: 0.0309841 | val_loss: 0.0312934 | Time: 1885.82 ms
[2022-01-05 13:05:48 main:574] : INFO : Epoch 1590 | loss: 0.0309819 | val_loss: 0.0312776 | Time: 1904.11 ms
[2022-01-05 13:05:50 main:574] : INFO : Epoch 1591 | loss: 0.0309827 | val_loss: 0.0312649 | Time: 1887.43 ms
[2022-01-05 13:05:52 main:574] : INFO : Epoch 1592 | loss: 0.0309851 | val_loss: 0.0312897 | Time: 1939.95 ms
[2022-01-05 13:05:53 main:574] : INFO : Epoch 1593 | loss: 0.0309808 | val_loss: 0.0312991 | Time: 1921.17 ms
[2022-01-05 13:05:55 main:574] : INFO : Epoch 1594 | loss: 0.0309794 | val_loss: 0.0312775 | Time: 1878.43 ms
[2022-01-05 13:05:57 main:574] : INFO : Epoch 1595 | loss: 0.0309803 | val_loss: 0.0312893 | Time: 1888.28 ms
[2022-01-05 13:05:59 main:574] : INFO : Epoch 1596 | loss: 0.0309919 | val_loss: 0.0312857 | Time: 1957.76 ms
[2022-01-05 13:06:01 main:574] : INFO : Epoch 1597 | loss: 0.0309868 | val_loss: 0.0312838 | Time: 1898.48 ms
[2022-01-05 13:06:03 main:574] : INFO : Epoch 1598 | loss: 0.0309745 | val_loss: 0.0313099 | Time: 1904.13 ms
[2022-01-05 13:06:05 main:574] : INFO : Epoch 1599 | loss: 0.0309753 | val_loss: 0.0312958 | Time: 1897.7 ms
[2022-01-05 13:06:07 main:574] : INFO : Epoch 1600 | loss: 0.0309743 | val_loss: 0.0313103 | Time: 1941.08 ms
[2022-01-05 13:06:09 main:574] : INFO : Epoch 1601 | loss: 0.0309754 | val_loss: 0.0312981 | Time: 1887.35 ms
[2022-01-05 13:06:11 main:574] : INFO : Epoch 1602 | loss: 0.0309755 | val_loss: 0.0313132 | Time: 1905.09 ms
[2022-01-05 13:06:13 main:574] : INFO : Epoch 1603 | loss: 0.0309744 | val_loss: 0.031295 | Time: 1875.81 ms
[2022-01-05 13:06:15 main:574] : INFO : Epoch 1604 | loss: 0.0309759 | val_loss: 0.0313273 | Time: 1931.23 ms
[2022-01-05 13:06:16 main:574] : INFO : Epoch 1605 | loss: 0.0309796 | val_loss: 0.0312993 | Time: 1890.37 ms
[2022-01-05 13:06:18 main:574] : INFO : Epoch 1606 | loss: 0.0309842 | val_loss: 0.0313078 | Time: 1899.95 ms
[2022-01-05 13:06:20 main:574] : INFO : Epoch 1607 | loss: 0.0309789 | val_loss: 0.0312864 | Time: 1915.64 ms
[2022-01-05 13:06:22 main:574] : INFO : Epoch 1608 | loss: 0.0309712 | val_loss: 0.0312895 | Time: 1924.84 ms
[2022-01-05 13:06:24 main:574] : INFO : Epoch 1609 | loss: 0.0309753 | val_loss: 0.0312994 | Time: 1889.04 ms
[2022-01-05 13:06:26 main:574] : INFO : Epoch 1610 | loss: 0.0309778 | val_loss: 0.0312915 | Time: 1925.56 ms
[2022-01-05 13:06:28 main:574] : INFO : Epoch 1611 | loss: 0.0309735 | val_loss: 0.0312958 | Time: 1905.91 ms
[2022-01-05 13:06:30 main:574] : INFO : Epoch 1612 | loss: 0.0309846 | val_loss: 0.0312951 | Time: 1910.69 ms
[2022-01-05 13:06:32 main:574] : INFO : Epoch 1613 | loss: 0.0309829 | val_loss: 0.0312884 | Time: 1944.74 ms
[2022-01-05 13:06:34 main:574] : INFO : Epoch 1614 | loss: 0.0309788 | val_loss: 0.0312973 | Time: 1911.03 ms
[2022-01-05 13:06:36 main:574] : INFO : Epoch 1615 | loss: 0.030981 | val_loss: 0.0312759 | Time: 1946.03 ms
[2022-01-05 13:06:38 main:574] : INFO : Epoch 1616 | loss: 0.0309804 | val_loss: 0.0313127 | Time: 1936.13 ms
[2022-01-05 13:06:40 main:574] : INFO : Epoch 1617 | loss: 0.0309805 | val_loss: 0.0312922 | Time: 1903.9 ms
[2022-01-05 13:06:42 main:574] : INFO : Epoch 1618 | loss: 0.0309775 | val_loss: 0.0312802 | Time: 1898.91 ms
[2022-01-05 13:06:43 main:574] : INFO : Epoch 1619 | loss: 0.0309811 | val_loss: 0.0312915 | Time: 1936.89 ms
[2022-01-05 13:06:45 main:574] : INFO : Epoch 1620 | loss: 0.0309801 | val_loss: 0.0312835 | Time: 1911.87 ms
[2022-01-05 13:06:47 main:574] : INFO : Epoch 1621 | loss: 0.0309768 | val_loss: 0.0312999 | Time: 1895.76 ms
[2022-01-05 13:06:49 main:574] : INFO : Epoch 1622 | loss: 0.0309779 | val_loss: 0.0312841 | Time: 1903.76 ms
[2022-01-05 13:06:51 main:574] : INFO : Epoch 1623 | loss: 0.0309812 | val_loss: 0.0312931 | Time: 1903.67 ms
[2022-01-05 13:06:53 main:574] : INFO : Epoch 1624 | loss: 0.0309867 | val_loss: 0.0312977 | Time: 1918.09 ms
[2022-01-05 13:06:55 main:574] : INFO : Epoch 1625 | loss: 0.0309864 | val_loss: 0.031286 | Time: 1909.97 ms
[2022-01-05 13:06:57 main:574] : INFO : Epoch 1626 | loss: 0.0309811 | val_loss: 0.0313107 | Time: 1904.13 ms
[2022-01-05 13:06:59 main:574] : INFO : Epoch 1627 | loss: 0.0309746 | val_loss: 0.0312855 | Time: 1883.34 ms
[2022-01-05 13:07:01 main:574] : INFO : Epoch 1628 | loss: 0.0309753 | val_loss: 0.031286 | Time: 1917.19 ms
[2022-01-05 13:07:03 main:574] : INFO : Epoch 1629 | loss: 0.0309756 | val_loss: 0.0312871 | Time: 1932.03 ms
[2022-01-05 13:07:05 main:574] : INFO : Epoch 1630 | loss: 0.0309862 | val_loss: 0.03131 | Time: 1888.5 ms
[2022-01-05 13:07:07 main:574] : INFO : Epoch 1631 | loss: 0.0309855 | val_loss: 0.0313115 | Time: 1907.15 ms
[2022-01-05 13:07:08 main:574] : INFO : Epoch 1632 | loss: 0.0309807 | val_loss: 0.0313048 | Time: 1913.98 ms
[2022-01-05 13:07:10 main:574] : INFO : Epoch 1633 | loss: 0.0309816 | val_loss: 0.0312831 | Time: 1924.67 ms
[2022-01-05 13:07:12 main:574] : INFO : Epoch 1634 | loss: 0.030981 | val_loss: 0.0312986 | Time: 1875.43 ms
[2022-01-05 13:07:14 main:574] : INFO : Epoch 1635 | loss: 0.0309796 | val_loss: 0.0312881 | Time: 1922.76 ms
[2022-01-05 13:07:16 main:574] : INFO : Epoch 1636 | loss: 0.0309756 | val_loss: 0.0312955 | Time: 1937.04 ms
[2022-01-05 13:07:18 main:574] : INFO : Epoch 1637 | loss: 0.030973 | val_loss: 0.0313137 | Time: 1928.36 ms
[2022-01-05 13:07:20 main:574] : INFO : Epoch 1638 | loss: 0.0309863 | val_loss: 0.0313026 | Time: 1917.5 ms
[2022-01-05 13:07:22 main:574] : INFO : Epoch 1639 | loss: 0.0309776 | val_loss: 0.0313176 | Time: 1925.21 ms
[2022-01-05 13:07:24 main:574] : INFO : Epoch 1640 | loss: 0.0309802 | val_loss: 0.0313069 | Time: 1887.46 ms
[2022-01-05 13:07:26 main:574] : INFO : Epoch 1641 | loss: 0.0309796 | val_loss: 0.0313061 | Time: 1927.24 ms
[2022-01-05 13:07:28 main:574] : INFO : Epoch 1642 | loss: 0.0309727 | val_loss: 0.0313036 | Time: 1916.66 ms
[2022-01-05 13:07:30 main:574] : INFO : Epoch 1643 | loss: 0.0309823 | val_loss: 0.0312925 | Time: 1911.5 ms
[2022-01-05 13:07:32 main:574] : INFO : Epoch 1644 | loss: 0.0309851 | val_loss: 0.031276 | Time: 1896.29 ms
[2022-01-05 13:07:34 main:574] : INFO : Epoch 1645 | loss: 0.0309941 | val_loss: 0.0312763 | Time: 1938.67 ms
[2022-01-05 13:07:36 main:574] : INFO : Epoch 1646 | loss: 0.0309935 | val_loss: 0.0313124 | Time: 1906.77 ms
[2022-01-05 13:07:38 main:574] : INFO : Epoch 1647 | loss: 0.0309811 | val_loss: 0.031289 | Time: 1939.1 ms
[2022-01-05 13:07:50 main:574] : INFO : Epoch 1648 | loss: 0.0309767 | val_loss: 0.0313225 | Time: 12070 ms
[2022-01-05 13:07:52 main:574] : INFO : Epoch 1649 | loss: 0.0309746 | val_loss: 0.0312942 | Time: 1918.12 ms
[2022-01-05 13:07:54 main:574] : INFO : Epoch 1650 | loss: 0.0309811 | val_loss: 0.0312982 | Time: 1925.99 ms
[2022-01-05 13:07:56 main:574] : INFO : Epoch 1651 | loss: 0.0309792 | val_loss: 0.0312987 | Time: 1916.81 ms
[2022-01-05 13:07:57 main:574] : INFO : Epoch 1652 | loss: 0.0309733 | val_loss: 0.0313002 | Time: 1909.53 ms
[2022-01-05 13:07:59 main:574] : INFO : Epoch 1653 | loss: 0.0309772 | val_loss: 0.0313057 | Time: 1943.95 ms
[2022-01-05 13:08:01 main:574] : INFO : Epoch 1654 | loss: 0.0309796 | val_loss: 0.0313135 | Time: 1910.53 ms
[2022-01-05 13:08:03 main:574] : INFO : Epoch 1655 | loss: 0.0309729 | val_loss: 0.0313233 | Time: 1918.5 ms
[2022-01-05 13:08:05 main:574] : INFO : Epoch 1656 | loss: 0.0309707 | val_loss: 0.0313034 | Time: 1953.88 ms
[2022-01-05 13:08:07 main:574] : INFO : Epoch 1657 | loss: 0.0309757 | val_loss: 0.0313021 | Time: 1919.85 ms
[2022-01-05 13:08:09 main:574] : INFO : Epoch 1658 | loss: 0.0309748 | val_loss: 0.0313177 | Time: 1924.77 ms
[2022-01-05 13:08:11 main:574] : INFO : Epoch 1659 | loss: 0.0309814 | val_loss: 0.0312811 | Time: 1915.2 ms
[2022-01-05 13:08:13 main:574] : INFO : Epoch 1660 | loss: 0.0309867 | val_loss: 0.0313032 | Time: 1883.03 ms
[2022-01-05 13:08:15 main:574] : INFO : Epoch 1661 | loss: 0.0309824 | val_loss: 0.0312774 | Time: 1903.25 ms
[2022-01-05 13:08:17 main:574] : INFO : Epoch 1662 | loss: 0.0309807 | val_loss: 0.0312864 | Time: 1913.89 ms
[2022-01-05 13:08:19 main:574] : INFO : Epoch 1663 | loss: 0.0309766 | val_loss: 0.0312916 | Time: 1932.42 ms
[2022-01-05 13:08:21 main:574] : INFO : Epoch 1664 | loss: 0.0309911 | val_loss: 0.0312741 | Time: 1910.36 ms
[2022-01-05 13:08:23 main:574] : INFO : Epoch 1665 | loss: 0.0309822 | val_loss: 0.0312974 | Time: 1912.95 ms
[2022-01-05 13:08:25 main:574] : INFO : Epoch 1666 | loss: 0.030975 | val_loss: 0.0313084 | Time: 1925.52 ms
[2022-01-05 13:08:27 main:574] : INFO : Epoch 1667 | loss: 0.0309712 | val_loss: 0.0313072 | Time: 1942.09 ms
[2022-01-05 13:08:29 main:574] : INFO : Epoch 1668 | loss: 0.0309796 | val_loss: 0.0312959 | Time: 1903.7 ms
[2022-01-05 13:08:30 main:574] : INFO : Epoch 1669 | loss: 0.0309811 | val_loss: 0.0312842 | Time: 1933.36 ms
[2022-01-05 13:08:32 main:574] : INFO : Epoch 1670 | loss: 0.0309786 | val_loss: 0.0313174 | Time: 1918.81 ms
[2022-01-05 13:08:34 main:574] : INFO : Epoch 1671 | loss: 0.0309794 | val_loss: 0.0312804 | Time: 1960.8 ms
[2022-01-05 13:08:36 main:574] : INFO : Epoch 1672 | loss: 0.0309762 | val_loss: 0.0313198 | Time: 1940.37 ms
[2022-01-05 13:08:38 main:574] : INFO : Epoch 1673 | loss: 0.0309803 | val_loss: 0.0312793 | Time: 1922.4 ms
[2022-01-05 13:08:40 main:574] : INFO : Epoch 1674 | loss: 0.0309818 | val_loss: 0.0313086 | Time: 1887.63 ms
[2022-01-05 13:08:42 main:574] : INFO : Epoch 1675 | loss: 0.0309717 | val_loss: 0.031285 | Time: 1942.49 ms
[2022-01-05 13:08:44 main:574] : INFO : Epoch 1676 | loss: 0.0309756 | val_loss: 0.031292 | Time: 1914.24 ms
[2022-01-05 13:08:46 main:574] : INFO : Epoch 1677 | loss: 0.0309739 | val_loss: 0.0313141 | Time: 1915.75 ms
[2022-01-05 13:08:48 main:574] : INFO : Epoch 1678 | loss: 0.0309764 | val_loss: 0.0313077 | Time: 1943.08 ms
[2022-01-05 13:08:50 main:574] : INFO : Epoch 1679 | loss: 0.0309781 | val_loss: 0.0313127 | Time: 1909.07 ms
[2022-01-05 13:08:52 main:574] : INFO : Epoch 1680 | loss: 0.0309759 | val_loss: 0.0313126 | Time: 1873 ms
[2022-01-05 13:08:54 main:574] : INFO : Epoch 1681 | loss: 0.0309715 | val_loss: 0.0312805 | Time: 1945.6 ms
[2022-01-05 13:08:56 main:574] : INFO : Epoch 1682 | loss: 0.0309683 | val_loss: 0.0313116 | Time: 1936.51 ms
[2022-01-05 13:08:58 main:574] : INFO : Epoch 1683 | loss: 0.0309821 | val_loss: 0.0313017 | Time: 1894.44 ms
[2022-01-05 13:09:00 main:574] : INFO : Epoch 1684 | loss: 0.0309833 | val_loss: 0.0312896 | Time: 1914.35 ms
[2022-01-05 13:09:01 main:574] : INFO : Epoch 1685 | loss: 0.0309773 | val_loss: 0.0313241 | Time: 1908.62 ms
[2022-01-05 13:09:03 main:574] : INFO : Epoch 1686 | loss: 0.0309726 | val_loss: 0.0312853 | Time: 1936.86 ms
[2022-01-05 13:09:05 main:574] : INFO : Epoch 1687 | loss: 0.0309813 | val_loss: 0.0312972 | Time: 1953.54 ms
[2022-01-05 13:09:07 main:574] : INFO : Epoch 1688 | loss: 0.0309793 | val_loss: 0.0312911 | Time: 1899.06 ms
[2022-01-05 13:09:09 main:574] : INFO : Epoch 1689 | loss: 0.030979 | val_loss: 0.0312953 | Time: 1964.13 ms
[2022-01-05 13:09:11 main:574] : INFO : Epoch 1690 | loss: 0.03098 | val_loss: 0.0313005 | Time: 1916.97 ms
[2022-01-05 13:09:13 main:574] : INFO : Epoch 1691 | loss: 0.0309785 | val_loss: 0.031285 | Time: 1937.06 ms
[2022-01-05 13:09:15 main:574] : INFO : Epoch 1692 | loss: 0.0309912 | val_loss: 0.0312986 | Time: 1944.93 ms
[2022-01-05 13:09:17 main:574] : INFO : Epoch 1693 | loss: 0.0309883 | val_loss: 0.0312941 | Time: 1966.15 ms
[2022-01-05 13:09:19 main:574] : INFO : Epoch 1694 | loss: 0.0309713 | val_loss: 0.0313079 | Time: 1967.69 ms
[2022-01-05 13:09:21 main:574] : INFO : Epoch 1695 | loss: 0.0309819 | val_loss: 0.0312982 | Time: 1871.49 ms
[2022-01-05 13:09:23 main:574] : INFO : Epoch 1696 | loss: 0.0309797 | val_loss: 0.0313025 | Time: 2013.35 ms
[2022-01-05 13:09:25 main:574] : INFO : Epoch 1697 | loss: 0.0309699 | val_loss: 0.0313128 | Time: 1934.89 ms
[2022-01-05 13:09:27 main:574] : INFO : Epoch 1698 | loss: 0.030976 | val_loss: 0.0313054 | Time: 1905.6 ms
[2022-01-05 13:09:29 main:574] : INFO : Epoch 1699 | loss: 0.0309831 | val_loss: 0.0312801 | Time: 1931.03 ms
[2022-01-05 13:09:31 main:574] : INFO : Epoch 1700 | loss: 0.030981 | val_loss: 0.031308 | Time: 1889.31 ms
[2022-01-05 13:09:33 main:574] : INFO : Epoch 1701 | loss: 0.0309984 | val_loss: 0.0312732 | Time: 1909.17 ms
[2022-01-05 13:09:35 main:574] : INFO : Epoch 1702 | loss: 0.030986 | val_loss: 0.0313102 | Time: 1922.3 ms
[2022-01-05 13:09:37 main:574] : INFO : Epoch 1703 | loss: 0.0309741 | val_loss: 0.0312911 | Time: 1936.73 ms
[2022-01-05 13:09:39 main:574] : INFO : Epoch 1704 | loss: 0.0309703 | val_loss: 0.0312898 | Time: 1924.96 ms
[2022-01-05 13:09:40 main:574] : INFO : Epoch 1705 | loss: 0.030975 | val_loss: 0.0312875 | Time: 1887.3 ms
[2022-01-05 13:09:42 main:574] : INFO : Epoch 1706 | loss: 0.0309748 | val_loss: 0.0312966 | Time: 1900.41 ms
[2022-01-05 13:09:44 main:574] : INFO : Epoch 1707 | loss: 0.0309791 | val_loss: 0.0313134 | Time: 1926.24 ms
[2022-01-05 13:09:46 main:574] : INFO : Epoch 1708 | loss: 0.0309851 | val_loss: 0.0312821 | Time: 1908.14 ms
[2022-01-05 13:09:48 main:574] : INFO : Epoch 1709 | loss: 0.0309812 | val_loss: 0.0313043 | Time: 1943.2 ms
[2022-01-05 13:09:50 main:574] : INFO : Epoch 1710 | loss: 0.0309734 | val_loss: 0.0313092 | Time: 1912.09 ms
[2022-01-05 13:10:02 main:574] : INFO : Epoch 1711 | loss: 0.0309846 | val_loss: 0.0312922 | Time: 11887 ms
[2022-01-05 13:10:04 main:574] : INFO : Epoch 1712 | loss: 0.0309785 | val_loss: 0.0312999 | Time: 1955.3 ms
[2022-01-05 13:10:06 main:574] : INFO : Epoch 1713 | loss: 0.0309853 | val_loss: 0.0313037 | Time: 1950.66 ms
[2022-01-05 13:10:08 main:574] : INFO : Epoch 1714 | loss: 0.0309911 | val_loss: 0.0312715 | Time: 1921.46 ms
[2022-01-05 13:10:10 main:574] : INFO : Epoch 1715 | loss: 0.0309776 | val_loss: 0.0312921 | Time: 1917.39 ms
[2022-01-05 13:10:12 main:574] : INFO : Epoch 1716 | loss: 0.0309791 | val_loss: 0.0313094 | Time: 1900.78 ms
[2022-01-05 13:10:14 main:574] : INFO : Epoch 1717 | loss: 0.0309879 | val_loss: 0.0312729 | Time: 1938.54 ms
[2022-01-05 13:10:16 main:574] : INFO : Epoch 1718 | loss: 0.0309784 | val_loss: 0.0312915 | Time: 1911.7 ms
[2022-01-05 13:10:18 main:574] : INFO : Epoch 1719 | loss: 0.0309719 | val_loss: 0.0313074 | Time: 1942.83 ms
[2022-01-05 13:10:19 main:574] : INFO : Epoch 1720 | loss: 0.0309798 | val_loss: 0.0312943 | Time: 1916.29 ms
[2022-01-05 13:10:21 main:574] : INFO : Epoch 1721 | loss: 0.0309762 | val_loss: 0.0312854 | Time: 1935.95 ms
[2022-01-05 13:10:23 main:574] : INFO : Epoch 1722 | loss: 0.0309742 | val_loss: 0.0313001 | Time: 1940.49 ms
[2022-01-05 13:10:25 main:574] : INFO : Epoch 1723 | loss: 0.030975 | val_loss: 0.0313144 | Time: 1973.23 ms
[2022-01-05 13:10:27 main:574] : INFO : Epoch 1724 | loss: 0.0309752 | val_loss: 0.0312956 | Time: 1952.94 ms
[2022-01-05 13:10:29 main:574] : INFO : Epoch 1725 | loss: 0.0309731 | val_loss: 0.0313112 | Time: 1946.23 ms
[2022-01-05 13:10:31 main:574] : INFO : Epoch 1726 | loss: 0.0309765 | val_loss: 0.0312975 | Time: 1913.93 ms
[2022-01-05 13:10:33 main:574] : INFO : Epoch 1727 | loss: 0.030978 | val_loss: 0.0313074 | Time: 1920.3 ms
[2022-01-05 13:10:35 main:574] : INFO : Epoch 1728 | loss: 0.030973 | val_loss: 0.031299 | Time: 1922.04 ms
[2022-01-05 13:10:37 main:574] : INFO : Epoch 1729 | loss: 0.0309759 | val_loss: 0.0313253 | Time: 1921.81 ms
[2022-01-05 13:10:39 main:574] : INFO : Epoch 1730 | loss: 0.0309879 | val_loss: 0.0312925 | Time: 1924.81 ms
[2022-01-05 13:10:41 main:574] : INFO : Epoch 1731 | loss: 0.0309836 | val_loss: 0.0313066 | Time: 1892.73 ms
[2022-01-05 13:10:43 main:574] : INFO : Epoch 1732 | loss: 0.0309819 | val_loss: 0.0313064 | Time: 1875.66 ms
[2022-01-05 13:10:45 main:574] : INFO : Epoch 1733 | loss: 0.0309793 | val_loss: 0.0312965 | Time: 1903.63 ms
[2022-01-05 13:10:47 main:574] : INFO : Epoch 1734 | loss: 0.0309762 | val_loss: 0.031307 | Time: 1906.55 ms
[2022-01-05 13:10:49 main:574] : INFO : Epoch 1735 | loss: 0.0309846 | val_loss: 0.0313035 | Time: 1911.33 ms
[2022-01-05 13:10:51 main:574] : INFO : Epoch 1736 | loss: 0.0309918 | val_loss: 0.0313013 | Time: 1937.56 ms
[2022-01-05 13:10:52 main:574] : INFO : Epoch 1737 | loss: 0.0309957 | val_loss: 0.0312862 | Time: 1919.84 ms
[2022-01-05 13:10:54 main:574] : INFO : Epoch 1738 | loss: 0.0310184 | val_loss: 0.0313426 | Time: 1960.65 ms
[2022-01-05 13:10:56 main:574] : INFO : Epoch 1739 | loss: 0.0310372 | val_loss: 0.0313215 | Time: 1919.09 ms
[2022-01-05 13:10:58 main:574] : INFO : Epoch 1740 | loss: 0.0310027 | val_loss: 0.0313163 | Time: 1908.18 ms
[2022-01-05 13:11:00 main:574] : INFO : Epoch 1741 | loss: 0.0309749 | val_loss: 0.0313263 | Time: 1930.31 ms
[2022-01-05 13:11:02 main:574] : INFO : Epoch 1742 | loss: 0.0309718 | val_loss: 0.0312983 | Time: 1915.38 ms
[2022-01-05 13:11:04 main:574] : INFO : Epoch 1743 | loss: 0.0309817 | val_loss: 0.0312983 | Time: 1981.24 ms
[2022-01-05 13:11:06 main:574] : INFO : Epoch 1744 | loss: 0.0309731 | val_loss: 0.0312745 | Time: 1929.57 ms
[2022-01-05 13:11:08 main:574] : INFO : Epoch 1745 | loss: 0.0309763 | val_loss: 0.0313285 | Time: 1946.79 ms
[2022-01-05 13:11:10 main:574] : INFO : Epoch 1746 | loss: 0.0309763 | val_loss: 0.0312946 | Time: 1922.65 ms
[2022-01-05 13:11:12 main:574] : INFO : Epoch 1747 | loss: 0.0309833 | val_loss: 0.0312768 | Time: 1979.85 ms
[2022-01-05 13:11:14 main:574] : INFO : Epoch 1748 | loss: 0.0309791 | val_loss: 0.0312924 | Time: 1936.98 ms
[2022-01-05 13:11:16 main:574] : INFO : Epoch 1749 | loss: 0.0309797 | val_loss: 0.0313058 | Time: 1920.41 ms
[2022-01-05 13:11:18 main:574] : INFO : Epoch 1750 | loss: 0.030979 | val_loss: 0.0312992 | Time: 1933.59 ms
[2022-01-05 13:11:20 main:574] : INFO : Epoch 1751 | loss: 0.0309849 | val_loss: 0.0312956 | Time: 1889.61 ms
[2022-01-05 13:11:22 main:574] : INFO : Epoch 1752 | loss: 0.0309904 | val_loss: 0.0312878 | Time: 1906.85 ms
[2022-01-05 13:11:24 main:574] : INFO : Epoch 1753 | loss: 0.0309804 | val_loss: 0.0312874 | Time: 1921.99 ms
[2022-01-05 13:11:26 main:574] : INFO : Epoch 1754 | loss: 0.0309776 | val_loss: 0.0312867 | Time: 1948.23 ms
[2022-01-05 13:11:28 main:574] : INFO : Epoch 1755 | loss: 0.0309699 | val_loss: 0.0312869 | Time: 1928.73 ms
[2022-01-05 13:11:30 main:574] : INFO : Epoch 1756 | loss: 0.0309807 | val_loss: 0.0312947 | Time: 1929.07 ms
[2022-01-05 13:11:32 main:574] : INFO : Epoch 1757 | loss: 0.0309806 | val_loss: 0.0313081 | Time: 1935.88 ms
[2022-01-05 13:11:33 main:574] : INFO : Epoch 1758 | loss: 0.0309852 | val_loss: 0.0312778 | Time: 1917.61 ms
[2022-01-05 13:11:35 main:574] : INFO : Epoch 1759 | loss: 0.030987 | val_loss: 0.0312713 | Time: 1901.06 ms
[2022-01-05 13:11:37 main:574] : INFO : Epoch 1760 | loss: 0.0309821 | val_loss: 0.0313102 | Time: 1949.17 ms
[2022-01-05 13:11:39 main:574] : INFO : Epoch 1761 | loss: 0.0309828 | val_loss: 0.0313031 | Time: 1960.96 ms
[2022-01-05 13:11:41 main:574] : INFO : Epoch 1762 | loss: 0.0309813 | val_loss: 0.0313067 | Time: 1926.15 ms
[2022-01-05 13:11:43 main:574] : INFO : Epoch 1763 | loss: 0.0309744 | val_loss: 0.0313253 | Time: 1970.23 ms
[2022-01-05 13:11:45 main:574] : INFO : Epoch 1764 | loss: 0.0309805 | val_loss: 0.0312851 | Time: 1987.78 ms
[2022-01-05 13:11:47 main:574] : INFO : Epoch 1765 | loss: 0.0309857 | val_loss: 0.0312804 | Time: 1955.51 ms
[2022-01-05 13:11:49 main:574] : INFO : Epoch 1766 | loss: 0.0309781 | val_loss: 0.0312707 | Time: 1957.65 ms
[2022-01-05 13:11:51 main:574] : INFO : Epoch 1767 | loss: 0.0309797 | val_loss: 0.0312843 | Time: 1964.93 ms
[2022-01-05 13:11:53 main:574] : INFO : Epoch 1768 | loss: 0.0309825 | val_loss: 0.0312762 | Time: 1914.38 ms
[2022-01-05 13:11:55 main:574] : INFO : Epoch 1769 | loss: 0.03098 | val_loss: 0.0312863 | Time: 1958.51 ms
[2022-01-05 13:11:57 main:574] : INFO : Epoch 1770 | loss: 0.0309878 | val_loss: 0.0312893 | Time: 1930.38 ms
[2022-01-05 13:11:59 main:574] : INFO : Epoch 1771 | loss: 0.0309842 | val_loss: 0.0312787 | Time: 1935.26 ms
[2022-01-05 13:12:01 main:574] : INFO : Epoch 1772 | loss: 0.030981 | val_loss: 0.0312794 | Time: 1952.16 ms
[2022-01-05 13:12:03 main:574] : INFO : Epoch 1773 | loss: 0.0309795 | val_loss: 0.0313136 | Time: 1904.82 ms
[2022-01-05 13:12:05 main:574] : INFO : Epoch 1774 | loss: 0.0309751 | val_loss: 0.0313096 | Time: 1929.46 ms
[2022-01-05 13:12:07 main:574] : INFO : Epoch 1775 | loss: 0.030975 | val_loss: 0.0313164 | Time: 1960.4 ms
[2022-01-05 13:12:09 main:574] : INFO : Epoch 1776 | loss: 0.0309708 | val_loss: 0.0313153 | Time: 1950.25 ms
[2022-01-05 13:12:11 main:574] : INFO : Epoch 1777 | loss: 0.0309715 | val_loss: 0.0313068 | Time: 1966.25 ms
[2022-01-05 13:12:13 main:574] : INFO : Epoch 1778 | loss: 0.0309694 | val_loss: 0.0312995 | Time: 1910.15 ms
[2022-01-05 13:12:15 main:574] : INFO : Epoch 1779 | loss: 0.0309808 | val_loss: 0.0312853 | Time: 1979.13 ms
[2022-01-05 13:12:17 main:574] : INFO : Epoch 1780 | loss: 0.0309825 | val_loss: 0.0313163 | Time: 1967.16 ms
[2022-01-05 13:12:19 main:574] : INFO : Epoch 1781 | loss: 0.0309756 | val_loss: 0.0313005 | Time: 1956.66 ms
[2022-01-05 13:12:21 main:574] : INFO : Epoch 1782 | loss: 0.0309736 | val_loss: 0.0312867 | Time: 1942.3 ms
[2022-01-05 13:12:23 main:574] : INFO : Epoch 1783 | loss: 0.030973 | val_loss: 0.0313322 | Time: 1930.83 ms
[2022-01-05 13:12:25 main:574] : INFO : Epoch 1784 | loss: 0.0309725 | val_loss: 0.0312946 | Time: 1962.06 ms
[2022-01-05 13:12:26 main:574] : INFO : Epoch 1785 | loss: 0.0309786 | val_loss: 0.0312993 | Time: 1917.69 ms
[2022-01-05 13:12:28 main:574] : INFO : Epoch 1786 | loss: 0.0309709 | val_loss: 0.0313368 | Time: 1947.61 ms
[2022-01-05 13:12:30 main:574] : INFO : Epoch 1787 | loss: 0.0309718 | val_loss: 0.0313063 | Time: 1966.79 ms
[2022-01-05 13:12:32 main:574] : INFO : Epoch 1788 | loss: 0.030976 | val_loss: 0.0313048 | Time: 1969.08 ms
[2022-01-05 13:12:34 main:574] : INFO : Epoch 1789 | loss: 0.0309762 | val_loss: 0.0312899 | Time: 1955.47 ms
[2022-01-05 13:12:36 main:574] : INFO : Epoch 1790 | loss: 0.0309709 | val_loss: 0.031291 | Time: 1937.67 ms
[2022-01-05 13:12:38 main:574] : INFO : Epoch 1791 | loss: 0.0309713 | val_loss: 0.0312863 | Time: 1912.43 ms
[2022-01-05 13:12:40 main:574] : INFO : Epoch 1792 | loss: 0.030968 | val_loss: 0.031286 | Time: 1949.77 ms
[2022-01-05 13:12:42 main:574] : INFO : Epoch 1793 | loss: 0.0309708 | val_loss: 0.0313031 | Time: 1945.88 ms
[2022-01-05 13:12:44 main:574] : INFO : Epoch 1794 | loss: 0.0309741 | val_loss: 0.0313108 | Time: 1941.8 ms
[2022-01-05 13:12:46 main:574] : INFO : Epoch 1795 | loss: 0.0309772 | val_loss: 0.0313021 | Time: 2003.26 ms
[2022-01-05 13:12:48 main:574] : INFO : Epoch 1796 | loss: 0.0309775 | val_loss: 0.0313131 | Time: 1965.49 ms
[2022-01-05 13:12:50 main:574] : INFO : Epoch 1797 | loss: 0.0309806 | val_loss: 0.0312982 | Time: 2012.87 ms
[2022-01-05 13:12:52 main:574] : INFO : Epoch 1798 | loss: 0.0309735 | val_loss: 0.031293 | Time: 1952.54 ms
[2022-01-05 13:12:54 main:574] : INFO : Epoch 1799 | loss: 0.0309846 | val_loss: 0.0312997 | Time: 1952.83 ms
[2022-01-05 13:12:56 main:574] : INFO : Epoch 1800 | loss: 0.0309894 | val_loss: 0.0312897 | Time: 1989.68 ms
[2022-01-05 13:12:58 main:574] : INFO : Epoch 1801 | loss: 0.0309793 | val_loss: 0.0313026 | Time: 2017.42 ms
[2022-01-05 13:13:00 main:574] : INFO : Epoch 1802 | loss: 0.0309842 | val_loss: 0.031264 | Time: 1968.2 ms
[2022-01-05 13:13:02 main:574] : INFO : Epoch 1803 | loss: 0.0309752 | val_loss: 0.0313134 | Time: 1954.49 ms
[2022-01-05 13:13:04 main:574] : INFO : Epoch 1804 | loss: 0.0309713 | val_loss: 0.0313006 | Time: 1993.02 ms
[2022-01-05 13:13:06 main:574] : INFO : Epoch 1805 | loss: 0.0309797 | val_loss: 0.0313131 | Time: 1984.2 ms
[2022-01-05 13:13:08 main:574] : INFO : Epoch 1806 | loss: 0.0309842 | val_loss: 0.0312645 | Time: 1916.79 ms
[2022-01-05 13:13:10 main:574] : INFO : Epoch 1807 | loss: 0.0309817 | val_loss: 0.0313088 | Time: 2007.72 ms
[2022-01-05 13:13:12 main:574] : INFO : Epoch 1808 | loss: 0.0309774 | val_loss: 0.0313008 | Time: 1958.71 ms
[2022-01-05 13:13:14 main:574] : INFO : Epoch 1809 | loss: 0.0309797 | val_loss: 0.0312869 | Time: 1983.98 ms
[2022-01-05 13:13:16 main:574] : INFO : Epoch 1810 | loss: 0.0309778 | val_loss: 0.0313133 | Time: 2028.28 ms
[2022-01-05 13:13:18 main:574] : INFO : Epoch 1811 | loss: 0.0309805 | val_loss: 0.0312855 | Time: 2009.77 ms
[2022-01-05 13:13:20 main:574] : INFO : Epoch 1812 | loss: 0.0309773 | val_loss: 0.0313118 | Time: 2027.68 ms
[2022-01-05 13:13:22 main:574] : INFO : Epoch 1813 | loss: 0.0309699 | val_loss: 0.0312891 | Time: 1974.45 ms
[2022-01-05 13:13:24 main:574] : INFO : Epoch 1814 | loss: 0.0309705 | val_loss: 0.0312986 | Time: 1984.4 ms
[2022-01-05 13:13:26 main:574] : INFO : Epoch 1815 | loss: 0.0309731 | val_loss: 0.0313225 | Time: 2015.17 ms
[2022-01-05 13:13:28 main:574] : INFO : Epoch 1816 | loss: 0.0309761 | val_loss: 0.031331 | Time: 2016.74 ms
[2022-01-05 13:13:30 main:574] : INFO : Epoch 1817 | loss: 0.0309858 | val_loss: 0.0312901 | Time: 2016.4 ms
[2022-01-05 13:13:32 main:574] : INFO : Epoch 1818 | loss: 0.0309912 | val_loss: 0.0312713 | Time: 1993.09 ms
[2022-01-05 13:13:44 main:574] : INFO : Epoch 1819 | loss: 0.0309767 | val_loss: 0.0313031 | Time: 12102.9 ms
[2022-01-05 13:13:46 main:574] : INFO : Epoch 1820 | loss: 0.0309671 | val_loss: 0.0312964 | Time: 1969.4 ms
[2022-01-05 13:13:48 main:574] : INFO : Epoch 1821 | loss: 0.0309739 | val_loss: 0.0313025 | Time: 1970.2 ms
[2022-01-05 13:13:50 main:574] : INFO : Epoch 1822 | loss: 0.0309814 | val_loss: 0.031308 | Time: 2003.3 ms
[2022-01-05 13:13:52 main:574] : INFO : Epoch 1823 | loss: 0.0309863 | val_loss: 0.0312906 | Time: 1986.38 ms
[2022-01-05 13:13:54 main:574] : INFO : Epoch 1824 | loss: 0.0309873 | val_loss: 0.0312647 | Time: 1978.89 ms
[2022-01-05 13:13:56 main:574] : INFO : Epoch 1825 | loss: 0.0309758 | val_loss: 0.0313072 | Time: 1997.22 ms
[2022-01-05 13:13:58 main:574] : INFO : Epoch 1826 | loss: 0.0309791 | val_loss: 0.0312878 | Time: 1972.61 ms
[2022-01-05 13:14:00 main:574] : INFO : Epoch 1827 | loss: 0.0309759 | val_loss: 0.0313082 | Time: 1980.86 ms
[2022-01-05 13:14:02 main:574] : INFO : Epoch 1828 | loss: 0.0309738 | val_loss: 0.0313036 | Time: 1988.02 ms
[2022-01-05 13:14:04 main:574] : INFO : Epoch 1829 | loss: 0.0309802 | val_loss: 0.0312688 | Time: 1946.98 ms
[2022-01-05 13:14:06 main:574] : INFO : Epoch 1830 | loss: 0.03097 | val_loss: 0.0313018 | Time: 1967.75 ms
[2022-01-05 13:14:08 main:574] : INFO : Epoch 1831 | loss: 0.0309718 | val_loss: 0.0312972 | Time: 2006.38 ms
[2022-01-05 13:14:10 main:574] : INFO : Epoch 1832 | loss: 0.0309736 | val_loss: 0.0313025 | Time: 1961.32 ms
[2022-01-05 13:14:12 main:574] : INFO : Epoch 1833 | loss: 0.0309717 | val_loss: 0.0313084 | Time: 1971.88 ms
[2022-01-05 13:14:14 main:574] : INFO : Epoch 1834 | loss: 0.0309784 | val_loss: 0.0313131 | Time: 1966.32 ms
[2022-01-05 13:14:16 main:574] : INFO : Epoch 1835 | loss: 0.0309773 | val_loss: 0.0312937 | Time: 1981.49 ms
[2022-01-05 13:14:18 main:574] : INFO : Epoch 1836 | loss: 0.0309879 | val_loss: 0.0312834 | Time: 2003.99 ms
[2022-01-05 13:14:20 main:574] : INFO : Epoch 1837 | loss: 0.0309829 | val_loss: 0.0312791 | Time: 1959.76 ms
[2022-01-05 13:14:22 main:574] : INFO : Epoch 1838 | loss: 0.0309713 | val_loss: 0.0312887 | Time: 1961.06 ms
[2022-01-05 13:14:24 main:574] : INFO : Epoch 1839 | loss: 0.0309736 | val_loss: 0.0312864 | Time: 1942.63 ms
[2022-01-05 13:14:26 main:574] : INFO : Epoch 1840 | loss: 0.0309724 | val_loss: 0.0312845 | Time: 1988.46 ms
[2022-01-05 13:14:28 main:574] : INFO : Epoch 1841 | loss: 0.0309794 | val_loss: 0.0312943 | Time: 1987.7 ms
[2022-01-05 13:14:30 main:574] : INFO : Epoch 1842 | loss: 0.0309709 | val_loss: 0.0313158 | Time: 1914.36 ms
[2022-01-05 13:14:32 main:574] : INFO : Epoch 1843 | loss: 0.0309703 | val_loss: 0.0313187 | Time: 1970.56 ms
[2022-01-05 13:14:34 main:574] : INFO : Epoch 1844 | loss: 0.0309801 | val_loss: 0.0313063 | Time: 1981.79 ms
[2022-01-05 13:14:36 main:574] : INFO : Epoch 1845 | loss: 0.030974 | val_loss: 0.0313031 | Time: 1959.33 ms
[2022-01-05 13:14:38 main:574] : INFO : Epoch 1846 | loss: 0.0309753 | val_loss: 0.0313049 | Time: 1948.48 ms
[2022-01-05 13:14:40 main:574] : INFO : Epoch 1847 | loss: 0.0309789 | val_loss: 0.0312862 | Time: 1963.41 ms
[2022-01-05 13:14:42 main:574] : INFO : Epoch 1848 | loss: 0.0309785 | val_loss: 0.0313179 | Time: 2003.62 ms
[2022-01-05 13:14:44 main:574] : INFO : Epoch 1849 | loss: 0.0309709 | val_loss: 0.0312876 | Time: 1978.68 ms
[2022-01-05 13:14:46 main:574] : INFO : Epoch 1850 | loss: 0.0309713 | val_loss: 0.0313113 | Time: 1959.1 ms
[2022-01-05 13:14:48 main:574] : INFO : Epoch 1851 | loss: 0.0309747 | val_loss: 0.0313225 | Time: 1972.76 ms
[2022-01-05 13:14:50 main:574] : INFO : Epoch 1852 | loss: 0.0309791 | val_loss: 0.0312698 | Time: 1978.88 ms
[2022-01-05 13:14:52 main:574] : INFO : Epoch 1853 | loss: 0.0309858 | val_loss: 0.0313166 | Time: 1980.65 ms
[2022-01-05 13:14:54 main:574] : INFO : Epoch 1854 | loss: 0.0309764 | val_loss: 0.0313145 | Time: 2014.52 ms
[2022-01-05 13:14:56 main:574] : INFO : Epoch 1855 | loss: 0.0309805 | val_loss: 0.0313099 | Time: 2039.62 ms
[2022-01-05 13:14:58 main:574] : INFO : Epoch 1856 | loss: 0.0309757 | val_loss: 0.0312969 | Time: 1992.13 ms
[2022-01-05 13:15:00 main:574] : INFO : Epoch 1857 | loss: 0.030971 | val_loss: 0.0313302 | Time: 1995.14 ms
[2022-01-05 13:15:02 main:574] : INFO : Epoch 1858 | loss: 0.0309777 | val_loss: 0.0312862 | Time: 1993.47 ms
[2022-01-05 13:15:04 main:574] : INFO : Epoch 1859 | loss: 0.0309785 | val_loss: 0.0312982 | Time: 1948.02 ms
[2022-01-05 13:15:06 main:574] : INFO : Epoch 1860 | loss: 0.0309852 | val_loss: 0.0313026 | Time: 1981.66 ms
[2022-01-05 13:15:08 main:574] : INFO : Epoch 1861 | loss: 0.0309844 | val_loss: 0.031286 | Time: 1965.23 ms
[2022-01-05 13:15:10 main:574] : INFO : Epoch 1862 | loss: 0.0309771 | val_loss: 0.0312836 | Time: 1969.34 ms
[2022-01-05 13:15:12 main:574] : INFO : Epoch 1863 | loss: 0.0309725 | val_loss: 0.0313164 | Time: 1982.73 ms
[2022-01-05 13:15:14 main:574] : INFO : Epoch 1864 | loss: 0.0309713 | val_loss: 0.0313105 | Time: 1973.9 ms
[2022-01-05 13:15:16 main:574] : INFO : Epoch 1865 | loss: 0.0309761 | val_loss: 0.0312836 | Time: 1984.82 ms
[2022-01-05 13:15:18 main:574] : INFO : Epoch 1866 | loss: 0.0309702 | val_loss: 0.0313 | Time: 1964.34 ms
[2022-01-05 13:15:20 main:574] : INFO : Epoch 1867 | loss: 0.0309713 | val_loss: 0.0312928 | Time: 1987.94 ms
[2022-01-05 13:15:22 main:574] : INFO : Epoch 1868 | loss: 0.0309757 | val_loss: 0.0313019 | Time: 1957.85 ms
[2022-01-05 13:15:24 main:574] : INFO : Epoch 1869 | loss: 0.0309817 | val_loss: 0.0312983 | Time: 1952 ms
[2022-01-05 13:15:26 main:574] : INFO : Epoch 1870 | loss: 0.0309741 | val_loss: 0.0313033 | Time: 1968.56 ms
[2022-01-05 13:15:28 main:574] : INFO : Epoch 1871 | loss: 0.030977 | val_loss: 0.0312843 | Time: 1968.17 ms
[2022-01-05 13:15:30 main:574] : INFO : Epoch 1872 | loss: 0.030975 | val_loss: 0.0313005 | Time: 1984.06 ms
[2022-01-05 13:15:32 main:574] : INFO : Epoch 1873 | loss: 0.0309793 | val_loss: 0.0312838 | Time: 1978.92 ms
[2022-01-05 13:15:34 main:574] : INFO : Epoch 1874 | loss: 0.0309819 | val_loss: 0.031293 | Time: 1981.85 ms
[2022-01-05 13:15:36 main:574] : INFO : Epoch 1875 | loss: 0.0309814 | val_loss: 0.031303 | Time: 1955.88 ms
[2022-01-05 13:15:38 main:574] : INFO : Epoch 1876 | loss: 0.0309818 | val_loss: 0.0313036 | Time: 1974.81 ms
[2022-01-05 13:15:40 main:574] : INFO : Epoch 1877 | loss: 0.030984 | val_loss: 0.0313107 | Time: 1997.81 ms
[2022-01-05 13:15:42 main:574] : INFO : Epoch 1878 | loss: 0.0309707 | val_loss: 0.0313049 | Time: 1976.29 ms
[2022-01-05 13:15:44 main:574] : INFO : Epoch 1879 | loss: 0.0309737 | val_loss: 0.031298 | Time: 1989.97 ms
[2022-01-05 13:15:46 main:574] : INFO : Epoch 1880 | loss: 0.0309805 | val_loss: 0.0312895 | Time: 1979.19 ms
[2022-01-05 13:15:48 main:574] : INFO : Epoch 1881 | loss: 0.0309793 | val_loss: 0.0312989 | Time: 1968.21 ms
[2022-01-05 13:15:50 main:574] : INFO : Epoch 1882 | loss: 0.0309758 | val_loss: 0.0312974 | Time: 1979.01 ms
[2022-01-05 13:15:52 main:574] : INFO : Epoch 1883 | loss: 0.0309752 | val_loss: 0.0312879 | Time: 1996.95 ms
[2022-01-05 13:15:54 main:574] : INFO : Epoch 1884 | loss: 0.0309841 | val_loss: 0.0312951 | Time: 2017.27 ms
[2022-01-05 13:16:06 main:574] : INFO : Epoch 1885 | loss: 0.0309739 | val_loss: 0.0312885 | Time: 12094.1 ms
[2022-01-05 13:16:08 main:574] : INFO : Epoch 1886 | loss: 0.0309728 | val_loss: 0.0313155 | Time: 1994.05 ms
[2022-01-05 13:16:10 main:574] : INFO : Epoch 1887 | loss: 0.03098 | val_loss: 0.0313024 | Time: 1965.59 ms
[2022-01-05 13:16:12 main:574] : INFO : Epoch 1888 | loss: 0.0309726 | val_loss: 0.0313341 | Time: 2003.3 ms
[2022-01-05 13:16:14 main:574] : INFO : Epoch 1889 | loss: 0.0309713 | val_loss: 0.0313178 | Time: 2000.66 ms
[2022-01-05 13:16:16 main:574] : INFO : Epoch 1890 | loss: 0.0309796 | val_loss: 0.0313131 | Time: 1971.41 ms
[2022-01-05 13:16:18 main:574] : INFO : Epoch 1891 | loss: 0.030975 | val_loss: 0.0312945 | Time: 1976.86 ms
[2022-01-05 13:16:20 main:574] : INFO : Epoch 1892 | loss: 0.0309766 | val_loss: 0.0312988 | Time: 1992.65 ms
[2022-01-05 13:16:22 main:574] : INFO : Epoch 1893 | loss: 0.0309741 | val_loss: 0.0312927 | Time: 1962.85 ms
[2022-01-05 13:16:24 main:574] : INFO : Epoch 1894 | loss: 0.0309773 | val_loss: 0.0313044 | Time: 1975.84 ms
[2022-01-05 13:16:26 main:574] : INFO : Epoch 1895 | loss: 0.0309749 | val_loss: 0.0312914 | Time: 1968.46 ms
[2022-01-05 13:16:28 main:574] : INFO : Epoch 1896 | loss: 0.0309824 | val_loss: 0.0313002 | Time: 1989.83 ms
[2022-01-05 13:16:30 main:574] : INFO : Epoch 1897 | loss: 0.030975 | val_loss: 0.0313011 | Time: 1988.63 ms
[2022-01-05 13:16:32 main:574] : INFO : Epoch 1898 | loss: 0.0309702 | val_loss: 0.0313077 | Time: 1984.04 ms
[2022-01-05 13:16:34 main:574] : INFO : Epoch 1899 | loss: 0.0309748 | val_loss: 0.0312838 | Time: 1957.91 ms
[2022-01-05 13:16:36 main:574] : INFO : Epoch 1900 | loss: 0.030993 | val_loss: 0.0312926 | Time: 1984.99 ms
[2022-01-05 13:16:38 main:574] : INFO : Epoch 1901 | loss: 0.0309952 | val_loss: 0.0312793 | Time: 1954.39 ms
[2022-01-05 13:16:40 main:574] : INFO : Epoch 1902 | loss: 0.0309851 | val_loss: 0.0312896 | Time: 1999.41 ms
[2022-01-05 13:16:42 main:574] : INFO : Epoch 1903 | loss: 0.0309789 | val_loss: 0.0313168 | Time: 2026.72 ms
[2022-01-05 13:16:44 main:574] : INFO : Epoch 1904 | loss: 0.0309827 | val_loss: 0.0312785 | Time: 1964.53 ms
[2022-01-05 13:16:46 main:574] : INFO : Epoch 1905 | loss: 0.0309848 | val_loss: 0.0313042 | Time: 1977.01 ms
[2022-01-05 13:16:48 main:574] : INFO : Epoch 1906 | loss: 0.0309727 | val_loss: 0.0313015 | Time: 1978.47 ms
[2022-01-05 13:16:50 main:574] : INFO : Epoch 1907 | loss: 0.0309685 | val_loss: 0.0312892 | Time: 1994.36 ms
[2022-01-05 13:16:52 main:574] : INFO : Epoch 1908 | loss: 0.0309754 | val_loss: 0.0313084 | Time: 1974.41 ms
[2022-01-05 13:16:54 main:574] : INFO : Epoch 1909 | loss: 0.0309768 | val_loss: 0.0313099 | Time: 1994.89 ms
[2022-01-05 13:16:56 main:574] : INFO : Epoch 1910 | loss: 0.0309783 | val_loss: 0.0313226 | Time: 1957.36 ms
[2022-01-05 13:16:58 main:574] : INFO : Epoch 1911 | loss: 0.0309681 | val_loss: 0.0313011 | Time: 1952.67 ms
[2022-01-05 13:17:00 main:574] : INFO : Epoch 1912 | loss: 0.0309679 | val_loss: 0.031304 | Time: 1974.81 ms
[2022-01-05 13:17:02 main:574] : INFO : Epoch 1913 | loss: 0.0309725 | val_loss: 0.0313027 | Time: 1976.49 ms
[2022-01-05 13:17:04 main:574] : INFO : Epoch 1914 | loss: 0.0309819 | val_loss: 0.031318 | Time: 1949.4 ms
[2022-01-05 13:17:06 main:574] : INFO : Epoch 1915 | loss: 0.0309785 | val_loss: 0.031305 | Time: 1944.49 ms
[2022-01-05 13:17:08 main:574] : INFO : Epoch 1916 | loss: 0.0309825 | val_loss: 0.031278 | Time: 1964.61 ms
[2022-01-05 13:17:10 main:574] : INFO : Epoch 1917 | loss: 0.0309761 | val_loss: 0.0312915 | Time: 2000.2 ms
[2022-01-05 13:17:12 main:574] : INFO : Epoch 1918 | loss: 0.0309749 | val_loss: 0.0313115 | Time: 1987.91 ms
[2022-01-05 13:17:14 main:574] : INFO : Epoch 1919 | loss: 0.0309819 | val_loss: 0.031296 | Time: 1997.66 ms
[2022-01-05 13:17:16 main:574] : INFO : Epoch 1920 | loss: 0.0309731 | val_loss: 0.0313051 | Time: 1971.83 ms
[2022-01-05 13:17:18 main:574] : INFO : Epoch 1921 | loss: 0.0309802 | val_loss: 0.0312992 | Time: 1974.95 ms
[2022-01-05 13:17:20 main:574] : INFO : Epoch 1922 | loss: 0.0309771 | val_loss: 0.0312858 | Time: 1985.26 ms
[2022-01-05 13:17:22 main:574] : INFO : Epoch 1923 | loss: 0.0309818 | val_loss: 0.0312957 | Time: 1983.23 ms
[2022-01-05 13:17:24 main:574] : INFO : Epoch 1924 | loss: 0.0309753 | val_loss: 0.0312997 | Time: 1956.94 ms
[2022-01-05 13:17:26 main:574] : INFO : Epoch 1925 | loss: 0.0309831 | val_loss: 0.031291 | Time: 1964.96 ms
[2022-01-05 13:17:28 main:574] : INFO : Epoch 1926 | loss: 0.0309804 | val_loss: 0.0313218 | Time: 2019.65 ms
[2022-01-05 13:17:30 main:574] : INFO : Epoch 1927 | loss: 0.0309991 | val_loss: 0.0312975 | Time: 1941.39 ms
[2022-01-05 13:17:32 main:574] : INFO : Epoch 1928 | loss: 0.0309794 | val_loss: 0.0313045 | Time: 1958.79 ms
[2022-01-05 13:17:34 main:574] : INFO : Epoch 1929 | loss: 0.0309748 | val_loss: 0.0313178 | Time: 1950.42 ms
[2022-01-05 13:17:36 main:574] : INFO : Epoch 1930 | loss: 0.0309782 | val_loss: 0.0313036 | Time: 1970.6 ms
[2022-01-05 13:17:38 main:574] : INFO : Epoch 1931 | loss: 0.0309744 | val_loss: 0.0313014 | Time: 1979.82 ms
[2022-01-05 13:17:40 main:574] : INFO : Epoch 1932 | loss: 0.0309836 | val_loss: 0.0313095 | Time: 1971.1 ms
[2022-01-05 13:17:42 main:574] : INFO : Epoch 1933 | loss: 0.0309785 | val_loss: 0.0312843 | Time: 2002.28 ms
[2022-01-05 13:17:44 main:574] : INFO : Epoch 1934 | loss: 0.0309876 | val_loss: 0.0312815 | Time: 1995.41 ms
[2022-01-05 13:17:46 main:574] : INFO : Epoch 1935 | loss: 0.0309718 | val_loss: 0.0312777 | Time: 1965.47 ms
[2022-01-05 13:17:48 main:574] : INFO : Epoch 1936 | loss: 0.0309751 | val_loss: 0.0312924 | Time: 1985.78 ms
[2022-01-05 13:17:50 main:574] : INFO : Epoch 1937 | loss: 0.0309815 | val_loss: 0.0313101 | Time: 1976.31 ms
[2022-01-05 13:17:52 main:574] : INFO : Epoch 1938 | loss: 0.0309703 | val_loss: 0.0313011 | Time: 1962.7 ms
[2022-01-05 13:17:54 main:574] : INFO : Epoch 1939 | loss: 0.0309677 | val_loss: 0.0312924 | Time: 1982.46 ms
[2022-01-05 13:17:56 main:574] : INFO : Epoch 1940 | loss: 0.0309691 | val_loss: 0.0312884 | Time: 1989.35 ms
[2022-01-05 13:17:58 main:574] : INFO : Epoch 1941 | loss: 0.0309701 | val_loss: 0.0313105 | Time: 2012.93 ms
[2022-01-05 13:18:00 main:574] : INFO : Epoch 1942 | loss: 0.0309773 | val_loss: 0.0313066 | Time: 1974.57 ms
[2022-01-05 13:18:02 main:574] : INFO : Epoch 1943 | loss: 0.0309782 | val_loss: 0.0313051 | Time: 1989.87 ms
[2022-01-05 13:18:04 main:574] : INFO : Epoch 1944 | loss: 0.030979 | val_loss: 0.0313139 | Time: 1971.9 ms
[2022-01-05 13:18:06 main:574] : INFO : Epoch 1945 | loss: 0.0309701 | val_loss: 0.0312919 | Time: 2009.23 ms
[2022-01-05 13:18:08 main:574] : INFO : Epoch 1946 | loss: 0.0309713 | val_loss: 0.0313118 | Time: 2020.64 ms
[2022-01-05 13:18:10 main:574] : INFO : Epoch 1947 | loss: 0.0309662 | val_loss: 0.031292 | Time: 1992.34 ms
[2022-01-05 13:18:12 main:574] : INFO : Epoch 1948 | loss: 0.0309668 | val_loss: 0.0313344 | Time: 1978.11 ms
[2022-01-05 13:18:14 main:574] : INFO : Epoch 1949 | loss: 0.0309649 | val_loss: 0.0313161 | Time: 1963.6 ms
[2022-01-05 13:18:16 main:574] : INFO : Epoch 1950 | loss: 0.0309811 | val_loss: 0.0312876 | Time: 1986.95 ms
[2022-01-05 13:18:18 main:574] : INFO : Epoch 1951 | loss: 0.0309836 | val_loss: 0.0313065 | Time: 1979.32 ms
[2022-01-05 13:18:20 main:574] : INFO : Epoch 1952 | loss: 0.0309791 | val_loss: 0.0312947 | Time: 1965.37 ms
[2022-01-05 13:18:22 main:574] : INFO : Epoch 1953 | loss: 0.0309839 | val_loss: 0.0313081 | Time: 1978.8 ms
[2022-01-05 13:18:24 main:574] : INFO : Epoch 1954 | loss: 0.030984 | val_loss: 0.0312908 | Time: 1969.14 ms
[2022-01-05 13:18:26 main:574] : INFO : Epoch 1955 | loss: 0.03098 | val_loss: 0.0312827 | Time: 1972.22 ms
[2022-01-05 13:18:28 main:574] : INFO : Epoch 1956 | loss: 0.0309723 | val_loss: 0.0313057 | Time: 1958.24 ms
[2022-01-05 13:18:30 main:574] : INFO : Epoch 1957 | loss: 0.03097 | val_loss: 0.0312872 | Time: 1949.06 ms
[2022-01-05 13:18:32 main:574] : INFO : Epoch 1958 | loss: 0.0309731 | val_loss: 0.0313152 | Time: 1995.64 ms
[2022-01-05 13:18:34 main:574] : INFO : Epoch 1959 | loss: 0.0309779 | val_loss: 0.0312933 | Time: 1981.14 ms
[2022-01-05 13:18:36 main:574] : INFO : Epoch 1960 | loss: 0.0309687 | val_loss: 0.0312906 | Time: 1990.35 ms
[2022-01-05 13:18:38 main:574] : INFO : Epoch 1961 | loss: 0.0309775 | val_loss: 0.0313131 | Time: 1985.83 ms
[2022-01-05 13:18:40 main:574] : INFO : Epoch 1962 | loss: 0.03098 | val_loss: 0.031307 | Time: 1975.1 ms
[2022-01-05 13:18:42 main:574] : INFO : Epoch 1963 | loss: 0.030982 | val_loss: 0.0313163 | Time: 1990.81 ms
[2022-01-05 13:18:44 main:574] : INFO : Epoch 1964 | loss: 0.0309943 | val_loss: 0.0312916 | Time: 1983.8 ms
[2022-01-05 13:18:46 main:574] : INFO : Epoch 1965 | loss: 0.0309831 | val_loss: 0.0312844 | Time: 1989.03 ms
[2022-01-05 13:18:48 main:574] : INFO : Epoch 1966 | loss: 0.0309783 | val_loss: 0.031303 | Time: 1980.76 ms
[2022-01-05 13:18:50 main:574] : INFO : Epoch 1967 | loss: 0.0309694 | val_loss: 0.0313048 | Time: 1972.35 ms
[2022-01-05 13:18:52 main:574] : INFO : Epoch 1968 | loss: 0.0309702 | val_loss: 0.0312944 | Time: 1938.47 ms
[2022-01-05 13:18:53 main:574] : INFO : Epoch 1969 | loss: 0.0309726 | val_loss: 0.0313277 | Time: 1947.12 ms
[2022-01-05 13:18:55 main:574] : INFO : Epoch 1970 | loss: 0.0309706 | val_loss: 0.0312887 | Time: 1982.45 ms
[2022-01-05 13:18:57 main:574] : INFO : Epoch 1971 | loss: 0.030981 | val_loss: 0.0312996 | Time: 1974.31 ms
[2022-01-05 13:18:59 main:574] : INFO : Epoch 1972 | loss: 0.0309815 | val_loss: 0.0312948 | Time: 1939.26 ms
[2022-01-05 13:19:01 main:574] : INFO : Epoch 1973 | loss: 0.0309761 | val_loss: 0.0312895 | Time: 1986.31 ms
[2022-01-05 13:19:03 main:574] : INFO : Epoch 1974 | loss: 0.0309793 | val_loss: 0.0312972 | Time: 1958.78 ms
[2022-01-05 13:19:05 main:574] : INFO : Epoch 1975 | loss: 0.0309789 | val_loss: 0.0312916 | Time: 1968.12 ms
[2022-01-05 13:19:07 main:574] : INFO : Epoch 1976 | loss: 0.0309785 | val_loss: 0.0312931 | Time: 1952.92 ms
[2022-01-05 13:19:09 main:574] : INFO : Epoch 1977 | loss: 0.0309851 | val_loss: 0.0313133 | Time: 2000.26 ms
[2022-01-05 13:19:11 main:574] : INFO : Epoch 1978 | loss: 0.0309804 | val_loss: 0.0312846 | Time: 1964.75 ms
[2022-01-05 13:19:13 main:574] : INFO : Epoch 1979 | loss: 0.0309769 | val_loss: 0.0313138 | Time: 1995.22 ms
[2022-01-05 13:19:15 main:574] : INFO : Epoch 1980 | loss: 0.0309741 | val_loss: 0.0313065 | Time: 1975.94 ms
[2022-01-05 13:19:17 main:574] : INFO : Epoch 1981 | loss: 0.0309737 | val_loss: 0.0312842 | Time: 2022.27 ms
[2022-01-05 13:19:19 main:574] : INFO : Epoch 1982 | loss: 0.0309716 | val_loss: 0.0312968 | Time: 1951.23 ms
[2022-01-05 13:19:21 main:574] : INFO : Epoch 1983 | loss: 0.0309762 | val_loss: 0.0313241 | Time: 1989.93 ms
[2022-01-05 13:19:23 main:574] : INFO : Epoch 1984 | loss: 0.0309828 | val_loss: 0.0312803 | Time: 2037.47 ms
[2022-01-05 13:19:25 main:574] : INFO : Epoch 1985 | loss: 0.0309883 | val_loss: 0.0312997 | Time: 1996.11 ms
[2022-01-05 13:19:38 main:574] : INFO : Epoch 1986 | loss: 0.0309848 | val_loss: 0.031262 | Time: 12129.5 ms
[2022-01-05 13:19:40 main:574] : INFO : Epoch 1987 | loss: 0.0309808 | val_loss: 0.0312948 | Time: 1982.39 ms
[2022-01-05 13:19:42 main:574] : INFO : Epoch 1988 | loss: 0.0309828 | val_loss: 0.031309 | Time: 1988.78 ms
[2022-01-05 13:19:44 main:574] : INFO : Epoch 1989 | loss: 0.0309773 | val_loss: 0.0312883 | Time: 2020.5 ms
[2022-01-05 13:19:46 main:574] : INFO : Epoch 1990 | loss: 0.0309909 | val_loss: 0.0313352 | Time: 2007.13 ms
[2022-01-05 13:19:48 main:574] : INFO : Epoch 1991 | loss: 0.0309731 | val_loss: 0.0313024 | Time: 1980.33 ms
[2022-01-05 13:19:50 main:574] : INFO : Epoch 1992 | loss: 0.0309826 | val_loss: 0.0312894 | Time: 1966.04 ms
[2022-01-05 13:19:52 main:574] : INFO : Epoch 1993 | loss: 0.030984 | val_loss: 0.0312862 | Time: 1969.01 ms
[2022-01-05 13:19:54 main:574] : INFO : Epoch 1994 | loss: 0.0309922 | val_loss: 0.0312842 | Time: 1950.1 ms
[2022-01-05 13:19:56 main:574] : INFO : Epoch 1995 | loss: 0.0309842 | val_loss: 0.031274 | Time: 1966.11 ms
[2022-01-05 13:19:58 main:574] : INFO : Epoch 1996 | loss: 0.0309815 | val_loss: 0.0313033 | Time: 1980.82 ms
[2022-01-05 13:20:00 main:574] : INFO : Epoch 1997 | loss: 0.0309804 | val_loss: 0.0312915 | Time: 1995.7 ms
[2022-01-05 13:20:02 main:574] : INFO : Epoch 1998 | loss: 0.0309749 | val_loss: 0.0313035 | Time: 1978.93 ms
[2022-01-05 13:20:04 main:574] : INFO : Epoch 1999 | loss: 0.0309762 | val_loss: 0.0312984 | Time: 1981.48 ms
[2022-01-05 13:20:06 main:574] : INFO : Epoch 2000 | loss: 0.0309765 | val_loss: 0.0312903 | Time: 1968.15 ms
[2022-01-05 13:20:08 main:574] : INFO : Epoch 2001 | loss: 0.0309829 | val_loss: 0.0312956 | Time: 1958.69 ms
[2022-01-05 13:20:09 main:574] : INFO : Epoch 2002 | loss: 0.0309737 | val_loss: 0.0312908 | Time: 1955.4 ms
[2022-01-05 13:20:11 main:574] : INFO : Epoch 2003 | loss: 0.0309781 | val_loss: 0.0312956 | Time: 1972.87 ms
[2022-01-05 13:20:13 main:574] : INFO : Epoch 2004 | loss: 0.0309825 | val_loss: 0.0312982 | Time: 1959.55 ms
[2022-01-05 13:20:15 main:574] : INFO : Epoch 2005 | loss: 0.0309799 | val_loss: 0.031325 | Time: 1994.27 ms
[2022-01-05 13:20:17 main:574] : INFO : Epoch 2006 | loss: 0.0309822 | val_loss: 0.0313194 | Time: 1958.39 ms
[2022-01-05 13:20:19 main:574] : INFO : Epoch 2007 | loss: 0.0309719 | val_loss: 0.0313005 | Time: 1977.29 ms
[2022-01-05 13:20:21 main:574] : INFO : Epoch 2008 | loss: 0.0309647 | val_loss: 0.0313082 | Time: 1951.35 ms
[2022-01-05 13:20:23 main:574] : INFO : Epoch 2009 | loss: 0.0309754 | val_loss: 0.0313007 | Time: 1988.09 ms
[2022-01-05 13:20:25 main:574] : INFO : Epoch 2010 | loss: 0.0309792 | val_loss: 0.0313331 | Time: 1979.36 ms
[2022-01-05 13:20:27 main:574] : INFO : Epoch 2011 | loss: 0.0309742 | val_loss: 0.0312823 | Time: 1964.17 ms
[2022-01-05 13:20:29 main:574] : INFO : Epoch 2012 | loss: 0.0309662 | val_loss: 0.0313004 | Time: 1961.53 ms
[2022-01-05 13:20:31 main:574] : INFO : Epoch 2013 | loss: 0.0309651 | val_loss: 0.0312955 | Time: 1977.57 ms
[2022-01-05 13:20:33 main:574] : INFO : Epoch 2014 | loss: 0.0309712 | val_loss: 0.0313067 | Time: 1945.32 ms
[2022-01-05 13:20:35 main:574] : INFO : Epoch 2015 | loss: 0.030973 | val_loss: 0.0312937 | Time: 1956.08 ms
[2022-01-05 13:20:37 main:574] : INFO : Epoch 2016 | loss: 0.0309771 | val_loss: 0.0313053 | Time: 1998.53 ms
[2022-01-05 13:20:39 main:574] : INFO : Epoch 2017 | loss: 0.0309825 | val_loss: 0.0313002 | Time: 1964.88 ms
[2022-01-05 13:20:41 main:574] : INFO : Epoch 2018 | loss: 0.0309754 | val_loss: 0.0313067 | Time: 2003.04 ms
[2022-01-05 13:20:43 main:574] : INFO : Epoch 2019 | loss: 0.0309684 | val_loss: 0.0313107 | Time: 1970.5 ms
[2022-01-05 13:20:45 main:574] : INFO : Epoch 2020 | loss: 0.0309685 | val_loss: 0.0313162 | Time: 1995.54 ms
[2022-01-05 13:20:47 main:574] : INFO : Epoch 2021 | loss: 0.0309846 | val_loss: 0.0312927 | Time: 1976.29 ms
[2022-01-05 13:20:49 main:574] : INFO : Epoch 2022 | loss: 0.0309903 | val_loss: 0.031295 | Time: 1941.38 ms
[2022-01-05 13:20:51 main:574] : INFO : Epoch 2023 | loss: 0.0309813 | val_loss: 0.0312836 | Time: 1972.67 ms
[2022-01-05 13:20:53 main:574] : INFO : Epoch 2024 | loss: 0.0309771 | val_loss: 0.031299 | Time: 1978.41 ms
[2022-01-05 13:20:55 main:574] : INFO : Epoch 2025 | loss: 0.030979 | val_loss: 0.0312823 | Time: 1964.64 ms
[2022-01-05 13:20:57 main:574] : INFO : Epoch 2026 | loss: 0.0309753 | val_loss: 0.0313066 | Time: 1951.66 ms
[2022-01-05 13:20:59 main:574] : INFO : Epoch 2027 | loss: 0.0309717 | val_loss: 0.0313042 | Time: 1951.63 ms
[2022-01-05 13:21:01 main:574] : INFO : Epoch 2028 | loss: 0.0309807 | val_loss: 0.0312844 | Time: 2036.31 ms
[2022-01-05 13:21:03 main:574] : INFO : Epoch 2029 | loss: 0.030981 | val_loss: 0.0312902 | Time: 1977.65 ms
[2022-01-05 13:21:05 main:574] : INFO : Epoch 2030 | loss: 0.03099 | val_loss: 0.0312928 | Time: 1950.77 ms
[2022-01-05 13:21:07 main:574] : INFO : Epoch 2031 | loss: 0.0309864 | val_loss: 0.0312902 | Time: 1954.46 ms
[2022-01-05 13:21:09 main:574] : INFO : Epoch 2032 | loss: 0.0309885 | val_loss: 0.0312977 | Time: 1989.95 ms
[2022-01-05 13:21:11 main:574] : INFO : Epoch 2033 | loss: 0.0309833 | val_loss: 0.0313013 | Time: 1976.56 ms
[2022-01-05 13:21:13 main:574] : INFO : Epoch 2034 | loss: 0.0309904 | val_loss: 0.0312767 | Time: 1933.49 ms
[2022-01-05 13:21:15 main:574] : INFO : Epoch 2035 | loss: 0.0309864 | val_loss: 0.0312944 | Time: 1949.89 ms
[2022-01-05 13:21:17 main:574] : INFO : Epoch 2036 | loss: 0.0309806 | val_loss: 0.031312 | Time: 2158.45 ms
[2022-01-05 13:21:19 main:574] : INFO : Epoch 2037 | loss: 0.0309786 | val_loss: 0.0312876 | Time: 1942.38 ms
[2022-01-05 13:21:21 main:574] : INFO : Epoch 2038 | loss: 0.0309875 | val_loss: 0.0312913 | Time: 1941.17 ms
[2022-01-05 13:21:23 main:574] : INFO : Epoch 2039 | loss: 0.0309842 | val_loss: 0.0313157 | Time: 1965.1 ms
[2022-01-05 13:21:25 main:574] : INFO : Epoch 2040 | loss: 0.0309774 | val_loss: 0.0312857 | Time: 1977.17 ms
[2022-01-05 13:21:27 main:574] : INFO : Epoch 2041 | loss: 0.0309783 | val_loss: 0.0312822 | Time: 2083.9 ms
[2022-01-05 13:21:29 main:574] : INFO : Epoch 2042 | loss: 0.0309849 | val_loss: 0.0312943 | Time: 2015.69 ms
[2022-01-05 13:21:31 main:574] : INFO : Epoch 2043 | loss: 0.0309851 | val_loss: 0.0312887 | Time: 1973.5 ms
[2022-01-05 13:21:33 main:574] : INFO : Epoch 2044 | loss: 0.0309879 | val_loss: 0.0312902 | Time: 1993.84 ms
[2022-01-05 13:21:35 main:574] : INFO : Epoch 2045 | loss: 0.0309806 | val_loss: 0.0312817 | Time: 2031.37 ms
[2022-01-05 13:21:38 main:574] : INFO : Epoch 2046 | loss: 0.0309753 | val_loss: 0.0313012 | Time: 2026.83 ms
[2022-01-05 13:21:40 main:574] : INFO : Epoch 2047 | loss: 0.0309691 | val_loss: 0.0312969 | Time: 2016.4 ms
[2022-01-05 13:21:42 main:574] : INFO : Epoch 2048 | loss: 0.0309736 | val_loss: 0.0312957 | Time: 2018.26 ms
[2022-01-05 13:21:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312957
[2022-01-05 13:21:42 main:603] : INFO : Saving end state to config to file
[2022-01-05 13:21:42 main:608] : INFO : Success, exiting..
13:21:42 (19776): 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)