Task 8577771
| Name | ParityModified-1634616759-21452-2_2 |
| Workunit | 6011339 |
| Created | 1 Nov 2021, 20:17:57 UTC |
| Sent | 1 Nov 2021, 21:32:46 UTC |
| Report deadline | 8 Nov 2021, 21:32:46 UTC |
| Received | 2 Nov 2021, 11:47:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 26 sec |
| CPU time | 1 hours 5 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311784 | val_loss: 0.0311825 | Time: 1909.2 ms
[2021-11-02 07:30:43 main:581] : INFO : Epoch 1539 | loss: 0.0311775 | val_loss: 0.0311825 | Time: 1843.65 ms
[2021-11-02 07:30:45 main:581] : INFO : Epoch 1540 | loss: 0.0311774 | val_loss: 0.0311812 | Time: 1878.51 ms
[2021-11-02 07:30:47 main:581] : INFO : Epoch 1541 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 1885.7 ms
[2021-11-02 07:30:49 main:581] : INFO : Epoch 1542 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 1930.93 ms
[2021-11-02 07:30:51 main:581] : INFO : Epoch 1543 | loss: 0.0311774 | val_loss: 0.0311814 | Time: 1951.84 ms
[2021-11-02 07:30:53 main:581] : INFO : Epoch 1544 | loss: 0.0311758 | val_loss: 0.0311848 | Time: 1933.5 ms
[2021-11-02 07:30:55 main:581] : INFO : Epoch 1545 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 1874.59 ms
[2021-11-02 07:30:57 main:581] : INFO : Epoch 1546 | loss: 0.0311755 | val_loss: 0.0311832 | Time: 1899.37 ms
[2021-11-02 07:30:58 main:581] : INFO : Epoch 1547 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 1890.43 ms
[2021-11-02 07:31:00 main:581] : INFO : Epoch 1548 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 1853.3 ms
[2021-11-02 07:31:02 main:581] : INFO : Epoch 1549 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 1850.66 ms
[2021-11-02 07:31:04 main:581] : INFO : Epoch 1550 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 1844.5 ms
[2021-11-02 07:31:06 main:581] : INFO : Epoch 1551 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 1844.1 ms
[2021-11-02 07:31:08 main:581] : INFO : Epoch 1552 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 1851.31 ms
[2021-11-02 07:31:10 main:581] : INFO : Epoch 1553 | loss: 0.0311746 | val_loss: 0.0311825 | Time: 1892.51 ms
[2021-11-02 07:31:11 main:581] : INFO : Epoch 1554 | loss: 0.0311744 | val_loss: 0.0311821 | Time: 1903.07 ms
[2021-11-02 07:31:13 main:581] : INFO : Epoch 1555 | loss: 0.0311741 | val_loss: 0.031182 | Time: 1913.26 ms
[2021-11-02 07:31:15 main:581] : INFO : Epoch 1556 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 1865.45 ms
[2021-11-02 07:31:17 main:581] : INFO : Epoch 1557 | loss: 0.0311759 | val_loss: 0.0311822 | Time: 1918.5 ms
[2021-11-02 07:31:19 main:581] : INFO : Epoch 1558 | loss: 0.0311767 | val_loss: 0.0311862 | Time: 1845.76 ms
[2021-11-02 07:31:21 main:581] : INFO : Epoch 1559 | loss: 0.0311761 | val_loss: 0.0311846 | Time: 1846.53 ms
[2021-11-02 07:31:23 main:581] : INFO : Epoch 1560 | loss: 0.0311736 | val_loss: 0.0311818 | Time: 1896.05 ms
[2021-11-02 07:31:25 main:581] : INFO : Epoch 1561 | loss: 0.0311721 | val_loss: 0.031186 | Time: 1875.34 ms
[2021-11-02 07:31:26 main:581] : INFO : Epoch 1562 | loss: 0.0311743 | val_loss: 0.0311853 | Time: 1879.38 ms
[2021-11-02 07:31:28 main:581] : INFO : Epoch 1563 | loss: 0.0311779 | val_loss: 0.0311869 | Time: 1943.44 ms
[2021-11-02 07:31:30 main:581] : INFO : Epoch 1564 | loss: 0.0311786 | val_loss: 0.031185 | Time: 1857.07 ms
[2021-11-02 07:31:32 main:581] : INFO : Epoch 1565 | loss: 0.0311774 | val_loss: 0.0311838 | Time: 1852.75 ms
[2021-11-02 07:31:34 main:581] : INFO : Epoch 1566 | loss: 0.0311761 | val_loss: 0.031184 | Time: 1853.62 ms
[2021-11-02 07:31:36 main:581] : INFO : Epoch 1567 | loss: 0.0311753 | val_loss: 0.0311835 | Time: 1909.18 ms
[2021-11-02 07:31:38 main:581] : INFO : Epoch 1568 | loss: 0.0311745 | val_loss: 0.031184 | Time: 1931.01 ms
[2021-11-02 07:31:40 main:581] : INFO : Epoch 1569 | loss: 0.0311748 | val_loss: 0.0311868 | Time: 1916.55 ms
[2021-11-02 07:31:42 main:581] : INFO : Epoch 1570 | loss: 0.0311739 | val_loss: 0.0311846 | Time: 1934.33 ms
[2021-11-02 07:31:44 main:581] : INFO : Epoch 1571 | loss: 0.0311733 | val_loss: 0.0311832 | Time: 1928.08 ms
[2021-11-02 07:31:46 main:581] : INFO : Epoch 1572 | loss: 0.0311735 | val_loss: 0.0311832 | Time: 1925.87 ms
[2021-11-02 07:31:47 main:581] : INFO : Epoch 1573 | loss: 0.0311726 | val_loss: 0.0311826 | Time: 1923.39 ms
[2021-11-02 07:31:49 main:581] : INFO : Epoch 1574 | loss: 0.0311725 | val_loss: 0.0311835 | Time: 1916.29 ms
[2021-11-02 07:31:51 main:581] : INFO : Epoch 1575 | loss: 0.0311726 | val_loss: 0.031183 | Time: 1861.84 ms
[2021-11-02 07:31:53 main:581] : INFO : Epoch 1576 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 1922.17 ms
[2021-11-02 07:31:55 main:581] : INFO : Epoch 1577 | loss: 0.031172 | val_loss: 0.0311837 | Time: 1897.65 ms
[2021-11-02 07:31:57 main:581] : INFO : Epoch 1578 | loss: 0.0311719 | val_loss: 0.0311843 | Time: 1932.59 ms
[2021-11-02 07:31:59 main:581] : INFO : Epoch 1579 | loss: 0.0311724 | val_loss: 0.0311817 | Time: 1864.26 ms
[2021-11-02 07:32:01 main:581] : INFO : Epoch 1580 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 1846.88 ms
[2021-11-02 07:32:03 main:581] : INFO : Epoch 1581 | loss: 0.0311738 | val_loss: 0.0311842 | Time: 1913.73 ms
[2021-11-02 07:32:05 main:581] : INFO : Epoch 1582 | loss: 0.0311749 | val_loss: 0.0311839 | Time: 1967.82 ms
[2021-11-02 07:32:07 main:581] : INFO : Epoch 1583 | loss: 0.0311747 | val_loss: 0.0311829 | Time: 1922.2 ms
[2021-11-02 07:32:08 main:581] : INFO : Epoch 1584 | loss: 0.0311732 | val_loss: 0.0311874 | Time: 1937.67 ms
[2021-11-02 07:32:10 main:581] : INFO : Epoch 1585 | loss: 0.0311735 | val_loss: 0.0311839 | Time: 1937.82 ms
[2021-11-02 07:32:12 main:581] : INFO : Epoch 1586 | loss: 0.0311736 | val_loss: 0.0311824 | Time: 1942.14 ms
[2021-11-02 07:32:14 main:581] : INFO : Epoch 1587 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 1928.43 ms
[2021-11-02 07:32:16 main:581] : INFO : Epoch 1588 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 1852.29 ms
[2021-11-02 07:32:18 main:581] : INFO : Epoch 1589 | loss: 0.0311745 | val_loss: 0.0311813 | Time: 1849.93 ms
[2021-11-02 07:32:20 main:581] : INFO : Epoch 1590 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 1850.49 ms
[2021-11-02 07:32:22 main:581] : INFO : Epoch 1591 | loss: 0.0311738 | val_loss: 0.0311825 | Time: 1856.67 ms
[2021-11-02 07:32:24 main:581] : INFO : Epoch 1592 | loss: 0.031173 | val_loss: 0.0311803 | Time: 1850.36 ms
[2021-11-02 07:32:25 main:581] : INFO : Epoch 1593 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 1889.62 ms
[2021-11-02 07:32:27 main:581] : INFO : Epoch 1594 | loss: 0.0311714 | val_loss: 0.031181 | Time: 1919.23 ms
[2021-11-02 07:32:29 main:581] : INFO : Epoch 1595 | loss: 0.0311731 | val_loss: 0.0311841 | Time: 1916.12 ms
[2021-11-02 07:32:31 main:581] : INFO : Epoch 1596 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1927.89 ms
[2021-11-02 07:32:33 main:581] : INFO : Epoch 1597 | loss: 0.0311706 | val_loss: 0.0311797 | Time: 1930.96 ms
[2021-11-02 07:32:35 main:581] : INFO : Epoch 1598 | loss: 0.031171 | val_loss: 0.0311822 | Time: 1925.14 ms
[2021-11-02 07:32:37 main:581] : INFO : Epoch 1599 | loss: 0.0311709 | val_loss: 0.0311828 | Time: 1870.16 ms
[2021-11-02 07:32:39 main:581] : INFO : Epoch 1600 | loss: 0.0311702 | val_loss: 0.0311834 | Time: 1852.14 ms
[2021-11-02 07:32:41 main:581] : INFO : Epoch 1601 | loss: 0.0311714 | val_loss: 0.0311872 | Time: 1938.37 ms
[2021-11-02 07:32:43 main:581] : INFO : Epoch 1602 | loss: 0.0311712 | val_loss: 0.0311812 | Time: 1935.78 ms
[2021-11-02 07:32:45 main:581] : INFO : Epoch 1603 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 1886.68 ms
[2021-11-02 07:32:46 main:581] : INFO : Epoch 1604 | loss: 0.0311706 | val_loss: 0.0311834 | Time: 1899.46 ms
[2021-11-02 07:32:48 main:581] : INFO : Epoch 1605 | loss: 0.0311707 | val_loss: 0.0311839 | Time: 1845.51 ms
[2021-11-02 07:32:50 main:581] : INFO : Epoch 1606 | loss: 0.031174 | val_loss: 0.031187 | Time: 1881 ms
[2021-11-02 07:32:52 main:581] : INFO : Epoch 1607 | loss: 0.03117 | val_loss: 0.0311832 | Time: 1868.56 ms
[2021-11-02 07:32:54 main:581] : INFO : Epoch 1608 | loss: 0.0311691 | val_loss: 0.0311832 | Time: 1854.44 ms
[2021-11-02 07:32:56 main:581] : INFO : Epoch 1609 | loss: 0.0311693 | val_loss: 0.0311824 | Time: 1850.8 ms
[2021-11-02 07:32:58 main:581] : INFO : Epoch 1610 | loss: 0.0311688 | val_loss: 0.0311843 | Time: 1900.25 ms
[2021-11-02 07:33:00 main:581] : INFO : Epoch 1611 | loss: 0.031169 | val_loss: 0.0311836 | Time: 1913.16 ms
[2021-11-02 07:33:01 main:581] : INFO : Epoch 1612 | loss: 0.0311695 | val_loss: 0.0311821 | Time: 1883.4 ms
[2021-11-02 07:33:03 main:581] : INFO : Epoch 1613 | loss: 0.0311682 | val_loss: 0.031182 | Time: 1912.39 ms
[2021-11-02 07:33:05 main:581] : INFO : Epoch 1614 | loss: 0.0311675 | val_loss: 0.0311835 | Time: 1910.43 ms
[2021-11-02 07:33:07 main:581] : INFO : Epoch 1615 | loss: 0.0311679 | val_loss: 0.0311803 | Time: 1858.22 ms
[2021-11-02 07:33:09 main:581] : INFO : Epoch 1616 | loss: 0.0311678 | val_loss: 0.0311806 | Time: 1850.58 ms
[2021-11-02 07:33:11 main:581] : INFO : Epoch 1617 | loss: 0.031168 | val_loss: 0.0311818 | Time: 1853.77 ms
[2021-11-02 07:33:13 main:581] : INFO : Epoch 1618 | loss: 0.0311698 | val_loss: 0.0311861 | Time: 1903.45 ms
[2021-11-02 07:33:15 main:581] : INFO : Epoch 1619 | loss: 0.0311685 | val_loss: 0.031183 | Time: 1950.74 ms
[2021-11-02 07:33:17 main:581] : INFO : Epoch 1620 | loss: 0.0311666 | val_loss: 0.0311811 | Time: 1914.42 ms
[2021-11-02 07:33:19 main:581] : INFO : Epoch 1621 | loss: 0.0311662 | val_loss: 0.0311814 | Time: 1962.49 ms
[2021-11-02 07:33:20 main:581] : INFO : Epoch 1622 | loss: 0.0311673 | val_loss: 0.0311798 | Time: 1963.17 ms
[2021-11-02 07:33:22 main:581] : INFO : Epoch 1623 | loss: 0.0311663 | val_loss: 0.0311816 | Time: 1940.64 ms
[2021-11-02 07:33:24 main:581] : INFO : Epoch 1624 | loss: 0.0311666 | val_loss: 0.0311809 | Time: 1938.08 ms
[2021-11-02 07:33:26 main:581] : INFO : Epoch 1625 | loss: 0.031167 | val_loss: 0.0311811 | Time: 1937.17 ms
[2021-11-02 07:33:28 main:581] : INFO : Epoch 1626 | loss: 0.031166 | val_loss: 0.0311818 | Time: 1925.52 ms
[2021-11-02 07:33:30 main:581] : INFO : Epoch 1627 | loss: 0.0311678 | val_loss: 0.0311821 | Time: 1859.39 ms
[2021-11-02 07:33:32 main:581] : INFO : Epoch 1628 | loss: 0.0311672 | val_loss: 0.031182 | Time: 1933.22 ms
[2021-11-02 07:33:34 main:581] : INFO : Epoch 1629 | loss: 0.0311671 | val_loss: 0.0311815 | Time: 1927.25 ms
[2021-11-02 07:33:36 main:581] : INFO : Epoch 1630 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 1846.36 ms
[2021-11-02 07:33:38 main:581] : INFO : Epoch 1631 | loss: 0.0311666 | val_loss: 0.031179 | Time: 1838.61 ms
[2021-11-02 07:33:40 main:581] : INFO : Epoch 1632 | loss: 0.0311661 | val_loss: 0.0311802 | Time: 1872.29 ms
[2021-11-02 07:33:41 main:581] : INFO : Epoch 1633 | loss: 0.0311654 | val_loss: 0.031182 | Time: 1883.3 ms
[2021-11-02 07:33:43 main:581] : INFO : Epoch 1634 | loss: 0.0311672 | val_loss: 0.0311799 | Time: 1914.08 ms
[2021-11-02 07:33:45 main:581] : INFO : Epoch 1635 | loss: 0.0311673 | val_loss: 0.0311822 | Time: 1931.08 ms
[2021-11-02 07:33:47 main:581] : INFO : Epoch 1636 | loss: 0.0311663 | val_loss: 0.0311802 | Time: 1926.25 ms
[2021-11-02 07:33:49 main:581] : INFO : Epoch 1637 | loss: 0.0311678 | val_loss: 0.0311806 | Time: 1942.74 ms
[2021-11-02 07:33:51 main:581] : INFO : Epoch 1638 | loss: 0.0311792 | val_loss: 0.0312029 | Time: 1932.67 ms
[2021-11-02 07:33:53 main:581] : INFO : Epoch 1639 | loss: 0.0315132 | val_loss: 0.0323255 | Time: 1913.89 ms
[2021-11-02 07:33:55 main:581] : INFO : Epoch 1640 | loss: 0.0329349 | val_loss: 0.0313648 | Time: 1857.55 ms
[2021-11-02 07:33:57 main:581] : INFO : Epoch 1641 | loss: 0.031519 | val_loss: 0.0314421 | Time: 1914.36 ms
[2021-11-02 07:33:59 main:581] : INFO : Epoch 1642 | loss: 0.0313025 | val_loss: 0.0312603 | Time: 1870.18 ms
[2021-11-02 07:34:00 main:581] : INFO : Epoch 1643 | loss: 0.0312327 | val_loss: 0.0312102 | Time: 1881.44 ms
[2021-11-02 07:34:02 main:581] : INFO : Epoch 1644 | loss: 0.0312049 | val_loss: 0.0311989 | Time: 1852.99 ms
[2021-11-02 07:34:04 main:581] : INFO : Epoch 1645 | loss: 0.031193 | val_loss: 0.0311916 | Time: 1887.32 ms
[2021-11-02 07:34:06 main:581] : INFO : Epoch 1646 | loss: 0.031188 | val_loss: 0.031189 | Time: 1917.44 ms
[2021-11-02 07:34:08 main:581] : INFO : Epoch 1647 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 1912.56 ms
[2021-11-02 07:34:10 main:581] : INFO : Epoch 1648 | loss: 0.031184 | val_loss: 0.0311857 | Time: 1918.66 ms
[2021-11-02 07:34:12 main:581] : INFO : Epoch 1649 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 1915.11 ms
[2021-11-02 07:34:14 main:581] : INFO : Epoch 1650 | loss: 0.0311815 | val_loss: 0.031184 | Time: 1888.67 ms
[2021-11-02 07:34:16 main:581] : INFO : Epoch 1651 | loss: 0.0311898 | val_loss: 0.0311978 | Time: 1915.61 ms
[2021-11-02 07:34:18 main:581] : INFO : Epoch 1652 | loss: 0.0312004 | val_loss: 0.0311971 | Time: 1948.14 ms
[2021-11-02 07:34:20 main:581] : INFO : Epoch 1653 | loss: 0.0311998 | val_loss: 0.0311958 | Time: 1949.71 ms
[2021-11-02 07:34:22 main:581] : INFO : Epoch 1654 | loss: 0.0311987 | val_loss: 0.0311963 | Time: 1948.62 ms
[2021-11-02 07:34:23 main:581] : INFO : Epoch 1655 | loss: 0.0311975 | val_loss: 0.0311964 | Time: 1943.9 ms
[2021-11-02 07:34:25 main:581] : INFO : Epoch 1656 | loss: 0.0311971 | val_loss: 0.0311947 | Time: 1949.84 ms
[2021-11-02 07:34:27 main:581] : INFO : Epoch 1657 | loss: 0.0311962 | val_loss: 0.0311954 | Time: 1950.36 ms
[2021-11-02 07:34:29 main:581] : INFO : Epoch 1658 | loss: 0.0311987 | val_loss: 0.0312054 | Time: 1936.04 ms
[2021-11-02 07:34:31 main:581] : INFO : Epoch 1659 | loss: 0.0312072 | val_loss: 0.0312003 | Time: 1864.92 ms
[2021-11-02 07:34:33 main:581] : INFO : Epoch 1660 | loss: 0.0312032 | val_loss: 0.0311971 | Time: 1847.49 ms
[2021-11-02 07:34:35 main:581] : INFO : Epoch 1661 | loss: 0.0312016 | val_loss: 0.0311997 | Time: 1847.9 ms
[2021-11-02 07:34:37 main:581] : INFO : Epoch 1662 | loss: 0.0312137 | val_loss: 0.0312143 | Time: 1854.5 ms
[2021-11-02 07:34:39 main:581] : INFO : Epoch 1663 | loss: 0.0312138 | val_loss: 0.0312033 | Time: 1849.37 ms
[2021-11-02 07:34:40 main:581] : INFO : Epoch 1664 | loss: 0.0312059 | val_loss: 0.0312004 | Time: 1844.83 ms
[2021-11-02 07:34:42 main:581] : INFO : Epoch 1665 | loss: 0.0312049 | val_loss: 0.0311999 | Time: 1840.88 ms
[2021-11-02 07:34:44 main:581] : INFO : Epoch 1666 | loss: 0.0312028 | val_loss: 0.0311988 | Time: 1848.71 ms
[2021-11-02 07:34:46 main:581] : INFO : Epoch 1667 | loss: 0.0312026 | val_loss: 0.0311993 | Time: 1852.2 ms
[2021-11-02 07:34:48 main:581] : INFO : Epoch 1668 | loss: 0.0312029 | val_loss: 0.031198 | Time: 1870.11 ms
[2021-11-02 07:34:50 main:581] : INFO : Epoch 1669 | loss: 0.0312017 | val_loss: 0.0311976 | Time: 1844.6 ms
[2021-11-02 07:34:52 main:581] : INFO : Epoch 1670 | loss: 0.0312016 | val_loss: 0.0311975 | Time: 1839.03 ms
[2021-11-02 07:34:53 main:581] : INFO : Epoch 1671 | loss: 0.0312018 | val_loss: 0.0311974 | Time: 1843.75 ms
[2021-11-02 07:34:55 main:581] : INFO : Epoch 1672 | loss: 0.0312018 | val_loss: 0.0311985 | Time: 1844.08 ms
[2021-11-02 07:34:57 main:581] : INFO : Epoch 1673 | loss: 0.0312022 | val_loss: 0.0311994 | Time: 1844.16 ms
[2021-11-02 07:34:59 main:581] : INFO : Epoch 1674 | loss: 0.0312015 | val_loss: 0.0311984 | Time: 1869.24 ms
[2021-11-02 07:35:01 main:581] : INFO : Epoch 1675 | loss: 0.0312013 | val_loss: 0.0311974 | Time: 1850.07 ms
[2021-11-02 07:35:03 main:581] : INFO : Epoch 1676 | loss: 0.0312022 | val_loss: 0.0312003 | Time: 1887.12 ms
[2021-11-02 07:35:05 main:581] : INFO : Epoch 1677 | loss: 0.0312022 | val_loss: 0.0311977 | Time: 1941.12 ms
[2021-11-02 07:35:07 main:581] : INFO : Epoch 1678 | loss: 0.0312012 | val_loss: 0.0311977 | Time: 1938.67 ms
[2021-11-02 07:35:08 main:581] : INFO : Epoch 1679 | loss: 0.0312013 | val_loss: 0.0311981 | Time: 1925.74 ms
[2021-11-02 07:35:10 main:581] : INFO : Epoch 1680 | loss: 0.0312016 | val_loss: 0.0311972 | Time: 1896.02 ms
[2021-11-02 07:35:12 main:581] : INFO : Epoch 1681 | loss: 0.0312013 | val_loss: 0.0311999 | Time: 1899.79 ms
[2021-11-02 07:35:14 main:581] : INFO : Epoch 1682 | loss: 0.0312014 | val_loss: 0.0311974 | Time: 1878.29 ms
[2021-11-02 07:35:16 main:581] : INFO : Epoch 1683 | loss: 0.0312007 | val_loss: 0.0311975 | Time: 1945.39 ms
[2021-11-02 07:35:18 main:581] : INFO : Epoch 1684 | loss: 0.0312009 | val_loss: 0.0311976 | Time: 1961.71 ms
[2021-11-02 07:35:20 main:581] : INFO : Epoch 1685 | loss: 0.0312013 | val_loss: 0.031198 | Time: 1939.95 ms
[2021-11-02 07:35:22 main:581] : INFO : Epoch 1686 | loss: 0.0312012 | val_loss: 0.0311977 | Time: 1941.81 ms
[2021-11-02 07:35:24 main:581] : INFO : Epoch 1687 | loss: 0.0312004 | val_loss: 0.031197 | Time: 1946.39 ms
[2021-11-02 07:35:26 main:581] : INFO : Epoch 1688 | loss: 0.0312004 | val_loss: 0.0311972 | Time: 1955.26 ms
[2021-11-02 07:35:28 main:581] : INFO : Epoch 1689 | loss: 0.0312013 | val_loss: 0.0311973 | Time: 1937.51 ms
[2021-11-02 07:35:30 main:581] : INFO : Epoch 1690 | loss: 0.0312004 | val_loss: 0.0311978 | Time: 1945.22 ms
[2021-11-02 07:35:32 main:581] : INFO : Epoch 1691 | loss: 0.0312003 | val_loss: 0.0311972 | Time: 1944.29 ms
[2021-11-02 07:35:34 main:581] : INFO : Epoch 1692 | loss: 0.0312008 | val_loss: 0.031197 | Time: 1967.19 ms
[2021-11-02 07:35:36 main:581] : INFO : Epoch 1693 | loss: 0.0312007 | val_loss: 0.0311988 | Time: 1924.6 ms
[2021-11-02 07:35:37 main:581] : INFO : Epoch 1694 | loss: 0.0312013 | val_loss: 0.0311984 | Time: 1930.42 ms
[2021-11-02 07:35:39 main:581] : INFO : Epoch 1695 | loss: 0.0312007 | val_loss: 0.031198 | Time: 1936.22 ms
[2021-11-02 07:35:41 main:581] : INFO : Epoch 1696 | loss: 0.0312012 | val_loss: 0.0311993 | Time: 1939.05 ms
[2021-11-02 07:35:43 main:581] : INFO : Epoch 1697 | loss: 0.0312024 | val_loss: 0.0311997 | Time: 1935.08 ms
[2021-11-02 07:35:45 main:581] : INFO : Epoch 1698 | loss: 0.0312008 | val_loss: 0.0311978 | Time: 1937.36 ms
[2021-11-02 07:35:47 main:581] : INFO : Epoch 1699 | loss: 0.0312001 | val_loss: 0.0311979 | Time: 1941.61 ms
[2021-11-02 07:35:49 main:581] : INFO : Epoch 1700 | loss: 0.0311999 | val_loss: 0.0311976 | Time: 1924.35 ms
[2021-11-02 07:35:51 main:581] : INFO : Epoch 1701 | loss: 0.0312003 | val_loss: 0.0311975 | Time: 1938.47 ms
[2021-11-02 07:35:53 main:581] : INFO : Epoch 1702 | loss: 0.031201 | val_loss: 0.0311987 | Time: 1946 ms
[2021-11-02 07:35:55 main:581] : INFO : Epoch 1703 | loss: 0.0312005 | val_loss: 0.0311979 | Time: 1956.46 ms
[2021-11-02 07:35:57 main:581] : INFO : Epoch 1704 | loss: 0.0312003 | val_loss: 0.0311977 | Time: 1924.27 ms
[2021-11-02 07:35:59 main:581] : INFO : Epoch 1705 | loss: 0.0312 | val_loss: 0.0311993 | Time: 1942.33 ms
[2021-11-02 07:36:01 main:581] : INFO : Epoch 1706 | loss: 0.0312003 | val_loss: 0.0311973 | Time: 1886.26 ms
[2021-11-02 07:36:03 main:581] : INFO : Epoch 1707 | loss: 0.0312 | val_loss: 0.0311978 | Time: 1918.04 ms
[2021-11-02 07:36:05 main:581] : INFO : Epoch 1708 | loss: 0.0312012 | val_loss: 0.0312033 | Time: 1913.39 ms
[2021-11-02 07:36:06 main:581] : INFO : Epoch 1709 | loss: 0.0312012 | val_loss: 0.0311978 | Time: 1943.79 ms
[2021-11-02 07:36:08 main:581] : INFO : Epoch 1710 | loss: 0.0312004 | val_loss: 0.0311997 | Time: 1947.7 ms
[2021-11-02 07:36:10 main:581] : INFO : Epoch 1711 | loss: 0.0312005 | val_loss: 0.0311977 | Time: 1902.39 ms
[2021-11-02 07:36:12 main:581] : INFO : Epoch 1712 | loss: 0.0311999 | val_loss: 0.0311981 | Time: 1878.16 ms
[2021-11-02 07:36:14 main:581] : INFO : Epoch 1713 | loss: 0.0311996 | val_loss: 0.0311973 | Time: 1881.16 ms
[2021-11-02 07:36:16 main:581] : INFO : Epoch 1714 | loss: 0.0311995 | val_loss: 0.0311974 | Time: 1905.26 ms
[2021-11-02 07:36:18 main:581] : INFO : Epoch 1715 | loss: 0.0311992 | val_loss: 0.0312021 | Time: 1945.24 ms
[2021-11-02 07:36:20 main:581] : INFO : Epoch 1716 | loss: 0.0312006 | val_loss: 0.0311975 | Time: 1919.99 ms
[2021-11-02 07:36:22 main:581] : INFO : Epoch 1717 | loss: 0.0311996 | val_loss: 0.0311981 | Time: 1914.42 ms
[2021-11-02 07:36:24 main:581] : INFO : Epoch 1718 | loss: 0.0312001 | val_loss: 0.0311976 | Time: 1942.43 ms
[2021-11-02 07:36:26 main:581] : INFO : Epoch 1719 | loss: 0.0311997 | val_loss: 0.0311979 | Time: 1944.25 ms
[2021-11-02 07:36:28 main:581] : INFO : Epoch 1720 | loss: 0.031201 | val_loss: 0.0312009 | Time: 1943.86 ms
[2021-11-02 07:36:30 main:581] : INFO : Epoch 1721 | loss: 0.0311999 | val_loss: 0.0311984 | Time: 1939.45 ms
[2021-11-02 07:36:31 main:581] : INFO : Epoch 1722 | loss: 0.0311997 | val_loss: 0.0311979 | Time: 1940.38 ms
[2021-11-02 07:36:33 main:581] : INFO : Epoch 1723 | loss: 0.0311997 | val_loss: 0.0311984 | Time: 1959.06 ms
[2021-11-02 07:36:35 main:581] : INFO : Epoch 1724 | loss: 0.0311996 | val_loss: 0.031199 | Time: 1967.19 ms
[2021-11-02 07:36:37 main:581] : INFO : Epoch 1725 | loss: 0.0312 | val_loss: 0.0311983 | Time: 1945.91 ms
[2021-11-02 07:36:39 main:581] : INFO : Epoch 1726 | loss: 0.0312007 | val_loss: 0.0311981 | Time: 1921.9 ms
[2021-11-02 07:36:41 main:581] : INFO : Epoch 1727 | loss: 0.0311999 | val_loss: 0.0311992 | Time: 1932.89 ms
[2021-11-02 07:36:43 main:581] : INFO : Epoch 1728 | loss: 0.0311994 | val_loss: 0.0311981 | Time: 1937.63 ms
[2021-11-02 07:36:45 main:581] : INFO : Epoch 1729 | loss: 0.0311996 | val_loss: 0.0312004 | Time: 1919.69 ms
[2021-11-02 07:36:47 main:581] : INFO : Epoch 1730 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 1944.28 ms
[2021-11-02 07:36:49 main:581] : INFO : Epoch 1731 | loss: 0.0312001 | val_loss: 0.0311995 | Time: 1934.48 ms
[2021-11-02 07:36:51 main:581] : INFO : Epoch 1732 | loss: 0.0311999 | val_loss: 0.0311978 | Time: 1938.84 ms
[2021-11-02 07:36:53 main:581] : INFO : Epoch 1733 | loss: 0.0312 | val_loss: 0.0311984 | Time: 1944.54 ms
[2021-11-02 07:36:55 main:581] : INFO : Epoch 1734 | loss: 0.0311995 | val_loss: 0.0311983 | Time: 1945 ms
[2021-11-02 07:36:57 main:581] : INFO : Epoch 1735 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 1947.1 ms
[2021-11-02 07:36:59 main:581] : INFO : Epoch 1736 | loss: 0.0312001 | val_loss: 0.0311981 | Time: 1942.36 ms
[2021-11-02 07:37:01 main:581] : INFO : Epoch 1737 | loss: 0.0312005 | val_loss: 0.0311994 | Time: 1938.67 ms
[2021-11-02 07:37:03 main:581] : INFO : Epoch 1738 | loss: 0.0311999 | val_loss: 0.0311988 | Time: 1933.02 ms
[2021-11-02 07:37:04 main:581] : INFO : Epoch 1739 | loss: 0.031199 | val_loss: 0.0311999 | Time: 1921.6 ms
[2021-11-02 07:37:06 main:581] : INFO : Epoch 1740 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 1931.49 ms
[2021-11-02 07:37:08 main:581] : INFO : Epoch 1741 | loss: 0.0311994 | val_loss: 0.0311996 | Time: 1943.4 ms
[2021-11-02 07:37:10 main:581] : INFO : Epoch 1742 | loss: 0.0311997 | val_loss: 0.0311997 | Time: 1940.49 ms
[2021-11-02 07:37:12 main:581] : INFO : Epoch 1743 | loss: 0.0311991 | val_loss: 0.031198 | Time: 1930.97 ms
[2021-11-02 07:37:14 main:581] : INFO : Epoch 1744 | loss: 0.0311988 | val_loss: 0.0311981 | Time: 1951.93 ms
[2021-11-02 07:37:16 main:581] : INFO : Epoch 1745 | loss: 0.0312 | val_loss: 0.031198 | Time: 1941.82 ms
[2021-11-02 07:37:18 main:581] : INFO : Epoch 1746 | loss: 0.0312004 | val_loss: 0.031198 | Time: 1947.42 ms
[2021-11-02 07:37:20 main:581] : INFO : Epoch 1747 | loss: 0.0311993 | val_loss: 0.031198 | Time: 1948.83 ms
[2021-11-02 07:37:22 main:581] : INFO : Epoch 1748 | loss: 0.0311991 | val_loss: 0.0312006 | Time: 1945.07 ms
[2021-11-02 07:37:24 main:581] : INFO : Epoch 1749 | loss: 0.0312004 | val_loss: 0.0312001 | Time: 1862.11 ms
[2021-11-02 07:37:26 main:581] : INFO : Epoch 1750 | loss: 0.0311997 | val_loss: 0.0311995 | Time: 1850.55 ms
[2021-11-02 07:37:28 main:581] : INFO : Epoch 1751 | loss: 0.0311992 | val_loss: 0.0311992 | Time: 1849.3 ms
[2021-11-02 07:37:29 main:581] : INFO : Epoch 1752 | loss: 0.0311993 | val_loss: 0.0311987 | Time: 1899.09 ms
[2021-11-02 07:37:31 main:581] : INFO : Epoch 1753 | loss: 0.0311988 | val_loss: 0.0311989 | Time: 1942.23 ms
[2021-11-02 07:37:33 main:581] : INFO : Epoch 1754 | loss: 0.0311987 | val_loss: 0.0311993 | Time: 1871.67 ms
[2021-11-02 07:37:35 main:581] : INFO : Epoch 1755 | loss: 0.0311985 | val_loss: 0.0311985 | Time: 1849.47 ms
[2021-11-02 07:37:37 main:581] : INFO : Epoch 1756 | loss: 0.031198 | val_loss: 0.0311987 | Time: 1910.54 ms
[2021-11-02 07:37:39 main:581] : INFO : Epoch 1757 | loss: 0.0311983 | val_loss: 0.031199 | Time: 1844.45 ms
[2021-11-02 07:37:41 main:581] : INFO : Epoch 1758 | loss: 0.0311981 | val_loss: 0.0311985 | Time: 1907.21 ms
[2021-11-02 07:37:43 main:581] : INFO : Epoch 1759 | loss: 0.0311981 | val_loss: 0.0311987 | Time: 1940.49 ms
[2021-11-02 07:37:45 main:581] : INFO : Epoch 1760 | loss: 0.0311979 | val_loss: 0.0311991 | Time: 1879.44 ms
[2021-11-02 07:37:46 main:581] : INFO : Epoch 1761 | loss: 0.0311982 | val_loss: 0.0312 | Time: 1941.72 ms
[2021-11-02 07:37:48 main:581] : INFO : Epoch 1762 | loss: 0.0311983 | val_loss: 0.0311987 | Time: 1924.44 ms
[2021-11-02 07:37:50 main:581] : INFO : Epoch 1763 | loss: 0.0311991 | val_loss: 0.0312017 | Time: 1944.28 ms
[2021-11-02 07:37:52 main:581] : INFO : Epoch 1764 | loss: 0.0311997 | val_loss: 0.031199 | Time: 1904.94 ms
[2021-11-02 07:37:54 main:581] : INFO : Epoch 1765 | loss: 0.0311983 | val_loss: 0.0311991 | Time: 1940.41 ms
[2021-11-02 07:37:56 main:581] : INFO : Epoch 1766 | loss: 0.0311982 | val_loss: 0.0311979 | Time: 1935.02 ms
[2021-11-02 07:37:58 main:581] : INFO : Epoch 1767 | loss: 0.0311978 | val_loss: 0.031198 | Time: 1938.93 ms
[2021-11-02 07:38:00 main:581] : INFO : Epoch 1768 | loss: 0.0311976 | val_loss: 0.0311978 | Time: 1940.63 ms
[2021-11-02 07:38:02 main:581] : INFO : Epoch 1769 | loss: 0.0311982 | val_loss: 0.0311983 | Time: 1945.19 ms
[2021-11-02 07:38:04 main:581] : INFO : Epoch 1770 | loss: 0.0311988 | val_loss: 0.0311975 | Time: 1948.89 ms
[2021-11-02 07:38:06 main:581] : INFO : Epoch 1771 | loss: 0.0311989 | val_loss: 0.0311979 | Time: 1932.68 ms
[2021-11-02 07:38:08 main:581] : INFO : Epoch 1772 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 1918.98 ms
[2021-11-02 07:38:10 main:581] : INFO : Epoch 1773 | loss: 0.0311977 | val_loss: 0.0311971 | Time: 1914.38 ms
[2021-11-02 07:38:12 main:581] : INFO : Epoch 1774 | loss: 0.0311974 | val_loss: 0.0311974 | Time: 1923.74 ms
[2021-11-02 07:38:14 main:581] : INFO : Epoch 1775 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 1927.58 ms
[2021-11-02 07:38:15 main:581] : INFO : Epoch 1776 | loss: 0.0311974 | val_loss: 0.0311971 | Time: 1901.31 ms
[2021-11-02 07:38:17 main:581] : INFO : Epoch 1777 | loss: 0.0311967 | val_loss: 0.031197 | Time: 1860.64 ms
[2021-11-02 07:38:19 main:581] : INFO : Epoch 1778 | loss: 0.0311969 | val_loss: 0.0311969 | Time: 1939.82 ms
[2021-11-02 07:38:21 main:581] : INFO : Epoch 1779 | loss: 0.0311977 | val_loss: 0.0311969 | Time: 1932.21 ms
[2021-11-02 07:38:23 main:581] : INFO : Epoch 1780 | loss: 0.0311976 | val_loss: 0.0311968 | Time: 1931.59 ms
[2021-11-02 07:38:25 main:581] : INFO : Epoch 1781 | loss: 0.0311973 | val_loss: 0.0311968 | Time: 1921.95 ms
[2021-11-02 07:38:27 main:581] : INFO : Epoch 1782 | loss: 0.031198 | val_loss: 0.0311972 | Time: 1959.48 ms
[2021-11-02 07:38:29 main:581] : INFO : Epoch 1783 | loss: 0.0311978 | val_loss: 0.0311975 | Time: 1927.59 ms
[2021-11-02 07:38:31 main:581] : INFO : Epoch 1784 | loss: 0.0311968 | val_loss: 0.0311968 | Time: 1930.43 ms
[2021-11-02 07:38:33 main:581] : INFO : Epoch 1785 | loss: 0.0311968 | val_loss: 0.0311972 | Time: 1938.04 ms
[2021-11-02 07:38:35 main:581] : INFO : Epoch 1786 | loss: 0.0311971 | val_loss: 0.0311969 | Time: 1944.91 ms
[2021-11-02 07:38:37 main:581] : INFO : Epoch 1787 | loss: 0.0311964 | val_loss: 0.0311969 | Time: 1927.79 ms
[2021-11-02 07:38:39 main:581] : INFO : Epoch 1788 | loss: 0.0311962 | val_loss: 0.0311964 | Time: 1921.39 ms
[2021-11-02 07:38:41 main:581] : INFO : Epoch 1789 | loss: 0.0311958 | val_loss: 0.0311964 | Time: 1938.74 ms
[2021-11-02 07:38:42 main:581] : INFO : Epoch 1790 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 1934.27 ms
[2021-11-02 07:38:44 main:581] : INFO : Epoch 1791 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 1913.45 ms
[2021-11-02 07:38:46 main:581] : INFO : Epoch 1792 | loss: 0.0311961 | val_loss: 0.0311961 | Time: 1897.34 ms
[2021-11-02 07:38:48 main:581] : INFO : Epoch 1793 | loss: 0.031197 | val_loss: 0.0311962 | Time: 1841.1 ms
[2021-11-02 07:38:50 main:581] : INFO : Epoch 1794 | loss: 0.031196 | val_loss: 0.0311959 | Time: 1845.77 ms
[2021-11-02 07:38:52 main:581] : INFO : Epoch 1795 | loss: 0.031196 | val_loss: 0.0311972 | Time: 1845.99 ms
[2021-11-02 07:38:54 main:581] : INFO : Epoch 1796 | loss: 0.0311962 | val_loss: 0.0311963 | Time: 1845.39 ms
[2021-11-02 07:38:56 main:581] : INFO : Epoch 1797 | loss: 0.0311955 | val_loss: 0.0311959 | Time: 1866.98 ms
[2021-11-02 07:38:57 main:581] : INFO : Epoch 1798 | loss: 0.0311954 | val_loss: 0.0311958 | Time: 1916.44 ms
[2021-11-02 07:38:59 main:581] : INFO : Epoch 1799 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 1933.18 ms
[2021-11-02 07:39:01 main:581] : INFO : Epoch 1800 | loss: 0.031195 | val_loss: 0.031197 | Time: 1850.49 ms
[2021-11-02 07:39:03 main:581] : INFO : Epoch 1801 | loss: 0.0311953 | val_loss: 0.0311964 | Time: 1841.92 ms
[2021-11-02 07:39:05 main:581] : INFO : Epoch 1802 | loss: 0.0311954 | val_loss: 0.0311954 | Time: 1938.52 ms
[2021-11-02 07:39:07 main:581] : INFO : Epoch 1803 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 1911.42 ms
[2021-11-02 07:39:09 main:581] : INFO : Epoch 1804 | loss: 0.031196 | val_loss: 0.0311964 | Time: 1848.72 ms
[2021-11-02 07:39:11 main:581] : INFO : Epoch 1805 | loss: 0.031196 | val_loss: 0.0311957 | Time: 1860.89 ms
[2021-11-02 07:39:12 main:581] : INFO : Epoch 1806 | loss: 0.031195 | val_loss: 0.031196 | Time: 1861.34 ms
[2021-11-02 07:39:14 main:581] : INFO : Epoch 1807 | loss: 0.0311956 | val_loss: 0.0311964 | Time: 1844.29 ms
[2021-11-02 07:39:16 main:581] : INFO : Epoch 1808 | loss: 0.0311956 | val_loss: 0.0311985 | Time: 1844.75 ms
[2021-11-02 07:39:18 main:581] : INFO : Epoch 1809 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 1843.73 ms
[2021-11-02 07:39:20 main:581] : INFO : Epoch 1810 | loss: 0.0311946 | val_loss: 0.0311957 | Time: 1848.19 ms
[2021-11-02 07:39:22 main:581] : INFO : Epoch 1811 | loss: 0.0311949 | val_loss: 0.0311966 | Time: 1846.59 ms
[2021-11-02 07:39:24 main:581] : INFO : Epoch 1812 | loss: 0.0311951 | val_loss: 0.0311968 | Time: 1850.68 ms
[2021-11-02 07:39:25 main:581] : INFO : Epoch 1813 | loss: 0.0311952 | val_loss: 0.0311963 | Time: 1851.05 ms
[2021-11-02 07:39:27 main:581] : INFO : Epoch 1814 | loss: 0.0311952 | val_loss: 0.0311964 | Time: 1853.35 ms
[2021-11-02 07:39:29 main:581] : INFO : Epoch 1815 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 1872.42 ms
[2021-11-02 07:39:31 main:581] : INFO : Epoch 1816 | loss: 0.0311946 | val_loss: 0.031197 | Time: 1928.01 ms
[2021-11-02 07:39:33 main:581] : INFO : Epoch 1817 | loss: 0.0311945 | val_loss: 0.0311969 | Time: 1924.47 ms
[2021-11-02 07:39:35 main:581] : INFO : Epoch 1818 | loss: 0.0311951 | val_loss: 0.031198 | Time: 1941.91 ms
[2021-11-02 07:39:37 main:581] : INFO : Epoch 1819 | loss: 0.0311958 | val_loss: 0.0311975 | Time: 1940.09 ms
[2021-11-02 07:39:39 main:581] : INFO : Epoch 1820 | loss: 0.0311955 | val_loss: 0.0311975 | Time: 1937.6 ms
[2021-11-02 07:39:41 main:581] : INFO : Epoch 1821 | loss: 0.0311952 | val_loss: 0.0311966 | Time: 1935.3 ms
[2021-11-02 07:39:43 main:581] : INFO : Epoch 1822 | loss: 0.0311954 | val_loss: 0.0311971 | Time: 1944.24 ms
[2021-11-02 07:39:45 main:581] : INFO : Epoch 1823 | loss: 0.0311958 | val_loss: 0.031197 | Time: 1918.99 ms
[2021-11-02 07:39:47 main:581] : INFO : Epoch 1824 | loss: 0.0311969 | val_loss: 0.0311964 | Time: 1937.1 ms
[2021-11-02 07:39:48 main:581] : INFO : Epoch 1825 | loss: 0.0311949 | val_loss: 0.0311968 | Time: 1898.78 ms
[2021-11-02 07:39:50 main:581] : INFO : Epoch 1826 | loss: 0.0311951 | val_loss: 0.0311966 | Time: 1839.4 ms
[2021-11-02 07:39:52 main:581] : INFO : Epoch 1827 | loss: 0.0311945 | val_loss: 0.0311974 | Time: 1899.58 ms
[2021-11-02 07:39:54 main:581] : INFO : Epoch 1828 | loss: 0.0311961 | val_loss: 0.0311974 | Time: 1876.26 ms
[2021-11-02 07:39:56 main:581] : INFO : Epoch 1829 | loss: 0.031196 | val_loss: 0.0311977 | Time: 1913.74 ms
[2021-11-02 07:39:58 main:581] : INFO : Epoch 1830 | loss: 0.0311963 | val_loss: 0.0311979 | Time: 1940.16 ms
[2021-11-02 07:40:00 main:581] : INFO : Epoch 1831 | loss: 0.0311949 | val_loss: 0.0311969 | Time: 1938.97 ms
[2021-11-02 07:40:02 main:581] : INFO : Epoch 1832 | loss: 0.0311938 | val_loss: 0.0311966 | Time: 1959.92 ms
[2021-11-02 07:40:04 main:581] : INFO : Epoch 1833 | loss: 0.0311941 | val_loss: 0.0311969 | Time: 1915.03 ms
[2021-11-02 07:40:06 main:581] : INFO : Epoch 1834 | loss: 0.0311955 | val_loss: 0.0311967 | Time: 1887.27 ms
[2021-11-02 07:40:07 main:581] : INFO : Epoch 1835 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 1840.63 ms
[2021-11-02 07:40:09 main:581] : INFO : Epoch 1836 | loss: 0.0311938 | val_loss: 0.0311988 | Time: 1843.19 ms
[2021-11-02 07:40:11 main:581] : INFO : Epoch 1837 | loss: 0.0311947 | val_loss: 0.0311971 | Time: 1866.96 ms
[2021-11-02 07:40:13 main:581] : INFO : Epoch 1838 | loss: 0.0311944 | val_loss: 0.0311979 | Time: 1938.88 ms
[2021-11-02 07:40:15 main:581] : INFO : Epoch 1839 | loss: 0.0311953 | val_loss: 0.0312004 | Time: 1932.24 ms
[2021-11-02 07:40:17 main:581] : INFO : Epoch 1840 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 1946.33 ms
[2021-11-02 07:40:19 main:581] : INFO : Epoch 1841 | loss: 0.0311943 | val_loss: 0.0311963 | Time: 1934.71 ms
[2021-11-02 07:40:21 main:581] : INFO : Epoch 1842 | loss: 0.0311943 | val_loss: 0.0311975 | Time: 1872.03 ms
[2021-11-02 07:40:23 main:581] : INFO : Epoch 1843 | loss: 0.0311946 | val_loss: 0.0311967 | Time: 1841.44 ms
[2021-11-02 07:40:24 main:581] : INFO : Epoch 1844 | loss: 0.0311938 | val_loss: 0.0311968 | Time: 1843.53 ms
[2021-11-02 07:40:26 main:581] : INFO : Epoch 1845 | loss: 0.0311938 | val_loss: 0.0311966 | Time: 1869.63 ms
[2021-11-02 07:40:28 main:581] : INFO : Epoch 1846 | loss: 0.0311939 | val_loss: 0.0311983 | Time: 1913.26 ms
[2021-11-02 07:40:30 main:581] : INFO : Epoch 1847 | loss: 0.0311946 | val_loss: 0.0311966 | Time: 1938.83 ms
[2021-11-02 07:40:32 main:581] : INFO : Epoch 1848 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 1846.01 ms
[2021-11-02 07:40:34 main:581] : INFO : Epoch 1849 | loss: 0.0311955 | val_loss: 0.0311968 | Time: 1842.67 ms
[2021-11-02 07:40:36 main:581] : INFO : Epoch 1850 | loss: 0.0311944 | val_loss: 0.0311971 | Time: 1840.61 ms
[2021-11-02 07:40:38 main:581] : INFO : Epoch 1851 | loss: 0.0311944 | val_loss: 0.0311979 | Time: 1850.04 ms
[2021-11-02 07:40:39 main:581] : INFO : Epoch 1852 | loss: 0.0311958 | val_loss: 0.0311999 | Time: 1846.14 ms
[2021-11-02 07:40:41 main:581] : INFO : Epoch 1853 | loss: 0.0311941 | val_loss: 0.0311962 | Time: 1850.14 ms
[2021-11-02 07:40:43 main:581] : INFO : Epoch 1854 | loss: 0.0311942 | val_loss: 0.0311962 | Time: 1843.24 ms
[2021-11-02 07:40:45 main:581] : INFO : Epoch 1855 | loss: 0.0311944 | val_loss: 0.0311962 | Time: 1848.01 ms
[2021-11-02 07:40:47 main:581] : INFO : Epoch 1856 | loss: 0.0311934 | val_loss: 0.0311962 | Time: 1843.05 ms
[2021-11-02 07:40:49 main:581] : INFO : Epoch 1857 | loss: 0.0311948 | val_loss: 0.0311956 | Time: 1918.64 ms
[2021-11-02 07:40:51 main:581] : INFO : Epoch 1858 | loss: 0.0311944 | val_loss: 0.0311961 | Time: 1918.78 ms
[2021-11-02 07:40:53 main:581] : INFO : Epoch 1859 | loss: 0.0311944 | val_loss: 0.0311957 | Time: 1923.63 ms
[2021-11-02 07:40:54 main:581] : INFO : Epoch 1860 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 1925.6 ms
[2021-11-02 07:40:56 main:581] : INFO : Epoch 1861 | loss: 0.031193 | val_loss: 0.0311953 | Time: 1935.84 ms
[2021-11-02 07:40:58 main:581] : INFO : Epoch 1862 | loss: 0.031194 | val_loss: 0.0311973 | Time: 1879.13 ms
[2021-11-02 07:41:00 main:581] : INFO : Epoch 1863 | loss: 0.0311948 | val_loss: 0.0311954 | Time: 1919.82 ms
[2021-11-02 07:41:02 main:581] : INFO : Epoch 1864 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 1922.28 ms
[2021-11-02 07:41:04 main:581] : INFO : Epoch 1865 | loss: 0.0311942 | val_loss: 0.0311985 | Time: 1915.45 ms
[2021-11-02 07:41:06 main:581] : INFO : Epoch 1866 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 1927.1 ms
[2021-11-02 07:41:08 main:581] : INFO : Epoch 1867 | loss: 0.0311933 | val_loss: 0.0311953 | Time: 1944.29 ms
[2021-11-02 07:41:10 main:581] : INFO : Epoch 1868 | loss: 0.0311946 | val_loss: 0.0311974 | Time: 1934.36 ms
[2021-11-02 07:41:12 main:581] : INFO : Epoch 1869 | loss: 0.0311943 | val_loss: 0.0311959 | Time: 1934.8 ms
[2021-11-02 07:41:14 main:581] : INFO : Epoch 1870 | loss: 0.0311943 | val_loss: 0.0311949 | Time: 1874.68 ms
[2021-11-02 07:41:16 main:581] : INFO : Epoch 1871 | loss: 0.0311934 | val_loss: 0.031197 | Time: 1909.07 ms
[2021-11-02 07:41:18 main:581] : INFO : Epoch 1872 | loss: 0.0311935 | val_loss: 0.0311989 | Time: 1919.14 ms
[2021-11-02 07:41:19 main:581] : INFO : Epoch 1873 | loss: 0.0311933 | val_loss: 0.0311957 | Time: 1918.32 ms
[2021-11-02 07:41:21 main:581] : INFO : Epoch 1874 | loss: 0.0311931 | val_loss: 0.0311958 | Time: 1885.83 ms
[2021-11-02 07:41:23 main:581] : INFO : Epoch 1875 | loss: 0.0311936 | val_loss: 0.0311952 | Time: 1845.17 ms
[2021-11-02 07:41:25 main:581] : INFO : Epoch 1876 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 1896.7 ms
[2021-11-02 07:41:27 main:581] : INFO : Epoch 1877 | loss: 0.0311924 | val_loss: 0.0311942 | Time: 1924.03 ms
[2021-11-02 07:41:29 main:581] : INFO : Epoch 1878 | loss: 0.0311921 | val_loss: 0.0311942 | Time: 1924.06 ms
[2021-11-02 07:41:31 main:581] : INFO : Epoch 1879 | loss: 0.0311924 | val_loss: 0.0311944 | Time: 1857.92 ms
[2021-11-02 07:41:33 main:581] : INFO : Epoch 1880 | loss: 0.0311933 | val_loss: 0.0311942 | Time: 1843 ms
[2021-11-02 07:41:34 main:581] : INFO : Epoch 1881 | loss: 0.031192 | val_loss: 0.031194 | Time: 1844.62 ms
[2021-11-02 07:41:36 main:581] : INFO : Epoch 1882 | loss: 0.0311923 | val_loss: 0.0311948 | Time: 1914.88 ms
[2021-11-02 07:41:38 main:581] : INFO : Epoch 1883 | loss: 0.0311925 | val_loss: 0.031194 | Time: 1938.24 ms
[2021-11-02 07:41:40 main:581] : INFO : Epoch 1884 | loss: 0.0311921 | val_loss: 0.031194 | Time: 1918.14 ms
[2021-11-02 07:41:42 main:581] : INFO : Epoch 1885 | loss: 0.0311922 | val_loss: 0.0311955 | Time: 1934.6 ms
[2021-11-02 07:41:44 main:581] : INFO : Epoch 1886 | loss: 0.0311934 | val_loss: 0.0311952 | Time: 1939.18 ms
[2021-11-02 07:41:46 main:581] : INFO : Epoch 1887 | loss: 0.0311945 | val_loss: 0.031194 | Time: 1940.75 ms
[2021-11-02 07:41:48 main:581] : INFO : Epoch 1888 | loss: 0.0311923 | val_loss: 0.0311965 | Time: 1893.08 ms
[2021-11-02 07:41:50 main:581] : INFO : Epoch 1889 | loss: 0.0311928 | val_loss: 0.0311946 | Time: 1862.99 ms
[2021-11-02 07:41:52 main:581] : INFO : Epoch 1890 | loss: 0.0311924 | val_loss: 0.0311944 | Time: 1863.78 ms
[2021-11-02 07:41:54 main:581] : INFO : Epoch 1891 | loss: 0.0311928 | val_loss: 0.0311982 | Time: 1939.13 ms
[2021-11-02 07:41:56 main:581] : INFO : Epoch 1892 | loss: 0.0311934 | val_loss: 0.0311935 | Time: 1937.39 ms
[2021-11-02 07:41:57 main:581] : INFO : Epoch 1893 | loss: 0.0311932 | val_loss: 0.0311934 | Time: 1938.7 ms
[2021-11-02 07:41:59 main:581] : INFO : Epoch 1894 | loss: 0.0311922 | val_loss: 0.0311936 | Time: 1949.28 ms
[2021-11-02 07:42:01 main:581] : INFO : Epoch 1895 | loss: 0.0311923 | val_loss: 0.0311964 | Time: 1944.66 ms
[2021-11-02 07:42:03 main:581] : INFO : Epoch 1896 | loss: 0.0311929 | val_loss: 0.0311947 | Time: 1939.84 ms
[2021-11-02 07:42:05 main:581] : INFO : Epoch 1897 | loss: 0.031192 | val_loss: 0.0311953 | Time: 1941.7 ms
[2021-11-02 07:42:07 main:581] : INFO : Epoch 1898 | loss: 0.0311929 | val_loss: 0.0311944 | Time: 1940.19 ms
[2021-11-02 07:42:09 main:581] : INFO : Epoch 1899 | loss: 0.031193 | val_loss: 0.0311935 | Time: 1939.58 ms
[2021-11-02 07:42:11 main:581] : INFO : Epoch 1900 | loss: 0.0311918 | val_loss: 0.0311937 | Time: 1934.27 ms
[2021-11-02 07:42:13 main:581] : INFO : Epoch 1901 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 1867.36 ms
[2021-11-02 07:42:15 main:581] : INFO : Epoch 1902 | loss: 0.0311939 | val_loss: 0.0311978 | Time: 1938.83 ms
[2021-11-02 07:42:17 main:581] : INFO : Epoch 1903 | loss: 0.0311921 | val_loss: 0.0311951 | Time: 1948.63 ms
[2021-11-02 07:42:19 main:581] : INFO : Epoch 1904 | loss: 0.0311911 | val_loss: 0.0311938 | Time: 1945.73 ms
[2021-11-02 07:42:21 main:581] : INFO : Epoch 1905 | loss: 0.0311907 | val_loss: 0.0311937 | Time: 1937.62 ms
[2021-11-02 07:42:23 main:581] : INFO : Epoch 1906 | loss: 0.0311909 | val_loss: 0.0311959 | Time: 1936.66 ms
[2021-11-02 07:42:25 main:581] : INFO : Epoch 1907 | loss: 0.031191 | val_loss: 0.0311933 | Time: 1937.25 ms
[2021-11-02 07:42:27 main:581] : INFO : Epoch 1908 | loss: 0.0311932 | val_loss: 0.0311974 | Time: 1941.92 ms
[2021-11-02 07:42:28 main:581] : INFO : Epoch 1909 | loss: 0.0311954 | val_loss: 0.0312046 | Time: 1942.21 ms
[2021-11-02 07:42:30 main:581] : INFO : Epoch 1910 | loss: 0.0311966 | val_loss: 0.0312013 | Time: 1905.41 ms
[2021-11-02 07:42:32 main:581] : INFO : Epoch 1911 | loss: 0.0311929 | val_loss: 0.0311935 | Time: 1940.96 ms
[2021-11-02 07:42:34 main:581] : INFO : Epoch 1912 | loss: 0.0311912 | val_loss: 0.0311986 | Time: 1942.01 ms
[2021-11-02 07:42:36 main:581] : INFO : Epoch 1913 | loss: 0.0311927 | val_loss: 0.0311963 | Time: 1941.1 ms
[2021-11-02 07:42:38 main:581] : INFO : Epoch 1914 | loss: 0.0311915 | val_loss: 0.0311934 | Time: 1936.83 ms
[2021-11-02 07:42:40 main:581] : INFO : Epoch 1915 | loss: 0.0311914 | val_loss: 0.0311974 | Time: 1941.71 ms
[2021-11-02 07:42:42 main:581] : INFO : Epoch 1916 | loss: 0.0311922 | val_loss: 0.031193 | Time: 1938.81 ms
[2021-11-02 07:42:44 main:581] : INFO : Epoch 1917 | loss: 0.0311918 | val_loss: 0.0311924 | Time: 1932.9 ms
[2021-11-02 07:42:46 main:581] : INFO : Epoch 1918 | loss: 0.0311909 | val_loss: 0.0311932 | Time: 1948.32 ms
[2021-11-02 07:42:48 main:581] : INFO : Epoch 1919 | loss: 0.0311906 | val_loss: 0.0311957 | Time: 1870.56 ms
[2021-11-02 07:42:50 main:581] : INFO : Epoch 1920 | loss: 0.0311911 | val_loss: 0.0311943 | Time: 1876.81 ms
[2021-11-02 07:42:52 main:581] : INFO : Epoch 1921 | loss: 0.0311902 | val_loss: 0.0311928 | Time: 1988.16 ms
[2021-11-02 07:42:54 main:581] : INFO : Epoch 1922 | loss: 0.0311904 | val_loss: 0.031193 | Time: 1970.95 ms
[2021-11-02 07:42:56 main:581] : INFO : Epoch 1923 | loss: 0.03119 | val_loss: 0.031194 | Time: 1954.14 ms
[2021-11-02 07:42:58 main:581] : INFO : Epoch 1924 | loss: 0.0311908 | val_loss: 0.0311922 | Time: 1946.71 ms
[2021-11-02 07:42:59 main:581] : INFO : Epoch 1925 | loss: 0.0311902 | val_loss: 0.0311928 | Time: 1938.27 ms
[2021-11-02 07:43:01 main:581] : INFO : Epoch 1926 | loss: 0.0311909 | val_loss: 0.0311932 | Time: 1931.97 ms
[2021-11-02 07:43:03 main:581] : INFO : Epoch 1927 | loss: 0.0311903 | val_loss: 0.0311924 | Time: 1941.77 ms
[2021-11-02 07:43:05 main:581] : INFO : Epoch 1928 | loss: 0.0311907 | val_loss: 0.0311931 | Time: 1937.58 ms
[2021-11-02 07:43:07 main:581] : INFO : Epoch 1929 | loss: 0.0311897 | val_loss: 0.0311929 | Time: 1937.39 ms
[2021-11-02 07:43:09 main:581] : INFO : Epoch 1930 | loss: 0.03119 | val_loss: 0.0311935 | Time: 1940.58 ms
[2021-11-02 07:43:11 main:581] : INFO : Epoch 1931 | loss: 0.0311905 | val_loss: 0.0311919 | Time: 1966.96 ms
[2021-11-02 07:43:13 main:581] : INFO : Epoch 1932 | loss: 0.0311894 | val_loss: 0.0311926 | Time: 1932.11 ms
[2021-11-02 07:43:15 main:581] : INFO : Epoch 1933 | loss: 0.0311903 | val_loss: 0.0311929 | Time: 1944.24 ms
[2021-11-02 07:43:17 main:581] : INFO : Epoch 1934 | loss: 0.0311899 | val_loss: 0.0311919 | Time: 1946.56 ms
[2021-11-02 07:43:19 main:581] : INFO : Epoch 1935 | loss: 0.0311905 | val_loss: 0.0311918 | Time: 1944.65 ms
[2021-11-02 07:43:21 main:581] : INFO : Epoch 1936 | loss: 0.0311902 | val_loss: 0.0311942 | Time: 1938.92 ms
[2021-11-02 07:43:23 main:581] : INFO : Epoch 1937 | loss: 0.031191 | val_loss: 0.0311949 | Time: 1939.83 ms
[2021-11-02 07:43:25 main:581] : INFO : Epoch 1938 | loss: 0.0311917 | val_loss: 0.0311942 | Time: 1943.59 ms
[2021-11-02 07:43:27 main:581] : INFO : Epoch 1939 | loss: 0.0311909 | val_loss: 0.0311922 | Time: 1927.82 ms
[2021-11-02 07:43:29 main:581] : INFO : Epoch 1940 | loss: 0.031191 | val_loss: 0.031194 | Time: 1943.68 ms
[2021-11-02 07:43:30 main:581] : INFO : Epoch 1941 | loss: 0.03119 | val_loss: 0.0311932 | Time: 1927.59 ms
[2021-11-02 07:43:32 main:581] : INFO : Epoch 1942 | loss: 0.0311891 | val_loss: 0.0311923 | Time: 1925.62 ms
[2021-11-02 07:43:34 main:581] : INFO : Epoch 1943 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 1937.18 ms
[2021-11-02 07:43:36 main:581] : INFO : Epoch 1944 | loss: 0.0311897 | val_loss: 0.0311945 | Time: 1938.87 ms
[2021-11-02 07:43:38 main:581] : INFO : Epoch 1945 | loss: 0.0311904 | val_loss: 0.0311928 | Time: 1968.6 ms
[2021-11-02 07:43:40 main:581] : INFO : Epoch 1946 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 1930.79 ms
[2021-11-02 07:43:42 main:581] : INFO : Epoch 1947 | loss: 0.0311885 | val_loss: 0.0311916 | Time: 1947.25 ms
[2021-11-02 07:43:44 main:581] : INFO : Epoch 1948 | loss: 0.0311883 | val_loss: 0.0311918 | Time: 1947.98 ms
[2021-11-02 07:43:46 main:581] : INFO : Epoch 1949 | loss: 0.0311895 | val_loss: 0.0311918 | Time: 1957.15 ms
[2021-11-02 07:43:48 main:581] : INFO : Epoch 1950 | loss: 0.0311885 | val_loss: 0.031192 | Time: 1927.48 ms
[2021-11-02 07:43:50 main:581] : INFO : Epoch 1951 | loss: 0.0311893 | val_loss: 0.0311935 | Time: 1946.23 ms
[2021-11-02 07:43:52 main:581] : INFO : Epoch 1952 | loss: 0.0311889 | val_loss: 0.0311933 | Time: 1946.94 ms
[2021-11-02 07:43:54 main:581] : INFO : Epoch 1953 | loss: 0.0311885 | val_loss: 0.0311913 | Time: 1948.33 ms
[2021-11-02 07:43:56 main:581] : INFO : Epoch 1954 | loss: 0.0311886 | val_loss: 0.0311918 | Time: 1938.71 ms
[2021-11-02 07:43:58 main:581] : INFO : Epoch 1955 | loss: 0.0311898 | val_loss: 0.0311919 | Time: 1941.49 ms
[2021-11-02 07:44:00 main:581] : INFO : Epoch 1956 | loss: 0.0311908 | val_loss: 0.0311946 | Time: 1945.01 ms
[2021-11-02 07:44:02 main:581] : INFO : Epoch 1957 | loss: 0.031189 | val_loss: 0.0311915 | Time: 1947.56 ms
[2021-11-02 07:44:04 main:581] : INFO : Epoch 1958 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 1941.35 ms
[2021-11-02 07:44:05 main:581] : INFO : Epoch 1959 | loss: 0.0311886 | val_loss: 0.0311927 | Time: 1944.14 ms
[2021-11-02 07:44:07 main:581] : INFO : Epoch 1960 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 1937.31 ms
[2021-11-02 07:44:09 main:581] : INFO : Epoch 1961 | loss: 0.0311888 | val_loss: 0.0311926 | Time: 1946.99 ms
[2021-11-02 07:44:11 main:581] : INFO : Epoch 1962 | loss: 0.0311888 | val_loss: 0.0311929 | Time: 1922.04 ms
[2021-11-02 07:44:13 main:581] : INFO : Epoch 1963 | loss: 0.0311892 | val_loss: 0.0311933 | Time: 1917.74 ms
[2021-11-02 07:44:15 main:581] : INFO : Epoch 1964 | loss: 0.0311894 | val_loss: 0.0311931 | Time: 1940.54 ms
[2021-11-02 07:44:17 main:581] : INFO : Epoch 1965 | loss: 0.0311888 | val_loss: 0.0311919 | Time: 1935.22 ms
[2021-11-02 07:44:19 main:581] : INFO : Epoch 1966 | loss: 0.031189 | val_loss: 0.0311928 | Time: 1940.95 ms
[2021-11-02 07:44:21 main:581] : INFO : Epoch 1967 | loss: 0.0311909 | val_loss: 0.0311935 | Time: 1942.81 ms
[2021-11-02 07:44:23 main:581] : INFO : Epoch 1968 | loss: 0.0311892 | val_loss: 0.0311928 | Time: 1936.72 ms
[2021-11-02 07:44:25 main:581] : INFO : Epoch 1969 | loss: 0.0311881 | val_loss: 0.0311916 | Time: 1914.68 ms
[2021-11-02 07:44:27 main:581] : INFO : Epoch 1970 | loss: 0.0311891 | val_loss: 0.031193 | Time: 1925.56 ms
[2021-11-02 07:44:29 main:581] : INFO : Epoch 1971 | loss: 0.0311881 | val_loss: 0.031192 | Time: 1925.77 ms
[2021-11-02 07:44:31 main:581] : INFO : Epoch 1972 | loss: 0.0311887 | val_loss: 0.0311921 | Time: 1934.13 ms
[2021-11-02 07:44:33 main:581] : INFO : Epoch 1973 | loss: 0.0311886 | val_loss: 0.0311914 | Time: 1928.6 ms
[2021-11-02 07:44:34 main:581] : INFO : Epoch 1974 | loss: 0.0311882 | val_loss: 0.0311976 | Time: 1866.74 ms
[2021-11-02 07:44:36 main:581] : INFO : Epoch 1975 | loss: 0.0311914 | val_loss: 0.031193 | Time: 1890.15 ms
[2021-11-02 07:44:38 main:581] : INFO : Epoch 1976 | loss: 0.0311904 | val_loss: 0.0312037 | Time: 1879.63 ms
[2021-11-02 07:44:40 main:581] : INFO : Epoch 1977 | loss: 0.0312056 | val_loss: 0.0312009 | Time: 1875.25 ms
[2021-11-02 07:44:42 main:581] : INFO : Epoch 1978 | loss: 0.0311988 | val_loss: 0.0312028 | Time: 1884.55 ms
[2021-11-02 07:44:44 main:581] : INFO : Epoch 1979 | loss: 0.0311981 | val_loss: 0.0312007 | Time: 1883.36 ms
[2021-11-02 07:44:46 main:581] : INFO : Epoch 1980 | loss: 0.0311961 | val_loss: 0.031196 | Time: 1874.18 ms
[2021-11-02 07:44:48 main:581] : INFO : Epoch 1981 | loss: 0.0311954 | val_loss: 0.0311952 | Time: 1879.85 ms
[2021-11-02 07:44:50 main:581] : INFO : Epoch 1982 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 1933.18 ms
[2021-11-02 07:44:51 main:581] : INFO : Epoch 1983 | loss: 0.0311943 | val_loss: 0.0311948 | Time: 1932.44 ms
[2021-11-02 07:44:53 main:581] : INFO : Epoch 1984 | loss: 0.0311943 | val_loss: 0.0311951 | Time: 1924.88 ms
[2021-11-02 07:44:55 main:581] : INFO : Epoch 1985 | loss: 0.0311926 | val_loss: 0.0311958 | Time: 1942.64 ms
[2021-11-02 07:44:57 main:581] : INFO : Epoch 1986 | loss: 0.0311928 | val_loss: 0.0311964 | Time: 1927.7 ms
[2021-11-02 07:44:59 main:581] : INFO : Epoch 1987 | loss: 0.0311936 | val_loss: 0.0311962 | Time: 1909.29 ms
[2021-11-02 07:45:01 main:581] : INFO : Epoch 1988 | loss: 0.0311922 | val_loss: 0.0311935 | Time: 1940.5 ms
[2021-11-02 07:45:03 main:581] : INFO : Epoch 1989 | loss: 0.0311915 | val_loss: 0.0311937 | Time: 1931.5 ms
[2021-11-02 07:45:05 main:581] : INFO : Epoch 1990 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 1912.42 ms
[2021-11-02 07:45:07 main:581] : INFO : Epoch 1991 | loss: 0.0311914 | val_loss: 0.031199 | Time: 1924.11 ms
[2021-11-02 07:45:09 main:581] : INFO : Epoch 1992 | loss: 0.0311926 | val_loss: 0.031193 | Time: 1913.34 ms
[2021-11-02 07:45:11 main:581] : INFO : Epoch 1993 | loss: 0.0311923 | val_loss: 0.0311958 | Time: 1926.66 ms
[2021-11-02 07:45:13 main:581] : INFO : Epoch 1994 | loss: 0.0311918 | val_loss: 0.0311972 | Time: 1939.51 ms
[2021-11-02 07:45:15 main:581] : INFO : Epoch 1995 | loss: 0.0311928 | val_loss: 0.0311923 | Time: 1936.66 ms
[2021-11-02 07:45:17 main:581] : INFO : Epoch 1996 | loss: 0.0311907 | val_loss: 0.0311929 | Time: 1937.66 ms
[2021-11-02 07:45:18 main:581] : INFO : Epoch 1997 | loss: 0.0311906 | val_loss: 0.031193 | Time: 1917.74 ms
[2021-11-02 07:45:20 main:581] : INFO : Epoch 1998 | loss: 0.0311915 | val_loss: 0.0311961 | Time: 1859.12 ms
[2021-11-02 07:45:22 main:581] : INFO : Epoch 1999 | loss: 0.0311906 | val_loss: 0.0311925 | Time: 1864.14 ms
[2021-11-02 07:45:24 main:581] : INFO : Epoch 2000 | loss: 0.0311908 | val_loss: 0.0311935 | Time: 1866.58 ms
[2021-11-02 07:45:26 main:581] : INFO : Epoch 2001 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 1862.55 ms
[2021-11-02 07:45:28 main:581] : INFO : Epoch 2002 | loss: 0.0311898 | val_loss: 0.0311937 | Time: 1863.21 ms
[2021-11-02 07:45:30 main:581] : INFO : Epoch 2003 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 1930.48 ms
[2021-11-02 07:45:32 main:581] : INFO : Epoch 2004 | loss: 0.0311905 | val_loss: 0.0311925 | Time: 1890.04 ms
[2021-11-02 07:45:33 main:581] : INFO : Epoch 2005 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 1857.99 ms
[2021-11-02 07:45:35 main:581] : INFO : Epoch 2006 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 1925.05 ms
[2021-11-02 07:45:37 main:581] : INFO : Epoch 2007 | loss: 0.0311885 | val_loss: 0.0311925 | Time: 1943.41 ms
[2021-11-02 07:45:39 main:581] : INFO : Epoch 2008 | loss: 0.0311912 | val_loss: 0.0311931 | Time: 1941.65 ms
[2021-11-02 07:45:41 main:581] : INFO : Epoch 2009 | loss: 0.0311891 | val_loss: 0.0311919 | Time: 1943.96 ms
[2021-11-02 07:45:43 main:581] : INFO : Epoch 2010 | loss: 0.0311883 | val_loss: 0.0311921 | Time: 1958.48 ms
[2021-11-02 07:45:45 main:581] : INFO : Epoch 2011 | loss: 0.0311887 | val_loss: 0.0311918 | Time: 1952.67 ms
[2021-11-02 07:45:47 main:581] : INFO : Epoch 2012 | loss: 0.031189 | val_loss: 0.0311922 | Time: 1923.43 ms
[2021-11-02 07:45:49 main:581] : INFO : Epoch 2013 | loss: 0.0311886 | val_loss: 0.0311931 | Time: 1935.24 ms
[2021-11-02 07:45:51 main:581] : INFO : Epoch 2014 | loss: 0.0311892 | val_loss: 0.0311949 | Time: 1935.82 ms
[2021-11-02 07:45:53 main:581] : INFO : Epoch 2015 | loss: 0.0311907 | val_loss: 0.0311965 | Time: 1942.08 ms
[2021-11-02 07:45:55 main:581] : INFO : Epoch 2016 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 1948.77 ms
[2021-11-02 07:45:57 main:581] : INFO : Epoch 2017 | loss: 0.031188 | val_loss: 0.0311943 | Time: 1939.46 ms
[2021-11-02 07:45:59 main:581] : INFO : Epoch 2018 | loss: 0.0311883 | val_loss: 0.0311957 | Time: 1934.14 ms
[2021-11-02 07:46:01 main:581] : INFO : Epoch 2019 | loss: 0.031189 | val_loss: 0.031194 | Time: 1946.76 ms
[2021-11-02 07:46:03 main:581] : INFO : Epoch 2020 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 1943.98 ms
[2021-11-02 07:46:04 main:581] : INFO : Epoch 2021 | loss: 0.0311877 | val_loss: 0.0311929 | Time: 1940.03 ms
[2021-11-02 07:46:06 main:581] : INFO : Epoch 2022 | loss: 0.0311881 | val_loss: 0.0311927 | Time: 1916.99 ms
[2021-11-02 07:46:08 main:581] : INFO : Epoch 2023 | loss: 0.0311881 | val_loss: 0.0311917 | Time: 1938.32 ms
[2021-11-02 07:46:10 main:581] : INFO : Epoch 2024 | loss: 0.0311876 | val_loss: 0.0311939 | Time: 1952.06 ms
[2021-11-02 07:46:12 main:581] : INFO : Epoch 2025 | loss: 0.0311878 | val_loss: 0.0311925 | Time: 1947.73 ms
[2021-11-02 07:46:14 main:581] : INFO : Epoch 2026 | loss: 0.0311879 | val_loss: 0.0311932 | Time: 1917.49 ms
[2021-11-02 07:46:16 main:581] : INFO : Epoch 2027 | loss: 0.0311881 | val_loss: 0.0311911 | Time: 1943.88 ms
[2021-11-02 07:46:18 main:581] : INFO : Epoch 2028 | loss: 0.0311875 | val_loss: 0.0311929 | Time: 1941.62 ms
[2021-11-02 07:46:20 main:581] : INFO : Epoch 2029 | loss: 0.0311886 | val_loss: 0.0311921 | Time: 1944.15 ms
[2021-11-02 07:46:22 main:581] : INFO : Epoch 2030 | loss: 0.0311875 | val_loss: 0.0311919 | Time: 1962.67 ms
[2021-11-02 07:46:24 main:581] : INFO : Epoch 2031 | loss: 0.0311874 | val_loss: 0.031192 | Time: 1859.22 ms
[2021-11-02 07:46:26 main:581] : INFO : Epoch 2032 | loss: 0.0311884 | val_loss: 0.031194 | Time: 1854.46 ms
[2021-11-02 07:46:28 main:581] : INFO : Epoch 2033 | loss: 0.0311887 | val_loss: 0.0311944 | Time: 1850.85 ms
[2021-11-02 07:46:29 main:581] : INFO : Epoch 2034 | loss: 0.0311878 | val_loss: 0.0311928 | Time: 1849.87 ms
[2021-11-02 07:46:31 main:581] : INFO : Epoch 2035 | loss: 0.0311885 | val_loss: 0.0311946 | Time: 1844.93 ms
[2021-11-02 07:46:33 main:581] : INFO : Epoch 2036 | loss: 0.0311914 | val_loss: 0.0311992 | Time: 1847.88 ms
[2021-11-02 07:46:35 main:581] : INFO : Epoch 2037 | loss: 0.0311913 | val_loss: 0.0312015 | Time: 1927.42 ms
[2021-11-02 07:46:37 main:581] : INFO : Epoch 2038 | loss: 0.0311914 | val_loss: 0.0311916 | Time: 1928.2 ms
[2021-11-02 07:46:39 main:581] : INFO : Epoch 2039 | loss: 0.0311882 | val_loss: 0.0311936 | Time: 1940.38 ms
[2021-11-02 07:46:41 main:581] : INFO : Epoch 2040 | loss: 0.0311882 | val_loss: 0.0311943 | Time: 1952.11 ms
[2021-11-02 07:46:43 main:581] : INFO : Epoch 2041 | loss: 0.0311878 | val_loss: 0.0311935 | Time: 1954.29 ms
[2021-11-02 07:46:45 main:581] : INFO : Epoch 2042 | loss: 0.0311883 | val_loss: 0.0311929 | Time: 1943.99 ms
[2021-11-02 07:46:47 main:581] : INFO : Epoch 2043 | loss: 0.0311887 | val_loss: 0.0311922 | Time: 1901.26 ms
[2021-11-02 07:46:48 main:581] : INFO : Epoch 2044 | loss: 0.0311877 | val_loss: 0.0311933 | Time: 1898.92 ms
[2021-11-02 07:46:50 main:581] : INFO : Epoch 2045 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 1904.34 ms
[2021-11-02 07:46:52 main:581] : INFO : Epoch 2046 | loss: 0.0311886 | val_loss: 0.0311919 | Time: 1940.46 ms
[2021-11-02 07:46:54 main:581] : INFO : Epoch 2047 | loss: 0.0311879 | val_loss: 0.0311932 | Time: 1923.3 ms
[2021-11-02 07:46:56 main:581] : INFO : Epoch 2048 | loss: 0.031188 | val_loss: 0.0311915 | Time: 1925.57 ms
[2021-11-02 07:46:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311915
[2021-11-02 07:46:56 main:610] : INFO : Saving end state to config to file
[2021-11-02 07:46:56 main:615] : INFO : Success, exiting..
07:46:56 (2642420): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)