Task 3738402
| Name | ParityModified-1611092178-24128-0_0 |
| Workunit | 1920789 |
| Created | 19 Jan 2021, 21:36:23 UTC |
| Sent | 21 Jan 2021, 15:34:46 UTC |
| Report deadline | 29 Jan 2021, 15:34:46 UTC |
| Received | 21 Jan 2021, 17:48:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 6 min 33 sec |
| CPU time | 1 hours 3 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311851 | val_loss: 0.0311837 | Time: 1865.83 ms
[2021-01-21 08:31:50 main:574] : INFO : Epoch 1543 | loss: 0.0311823 | val_loss: 0.0311881 | Time: 1960.65 ms
[2021-01-21 08:31:52 main:574] : INFO : Epoch 1544 | loss: 0.0311828 | val_loss: 0.0311831 | Time: 1907.1 ms
[2021-01-21 08:31:53 main:574] : INFO : Epoch 1545 | loss: 0.0311819 | val_loss: 0.0311821 | Time: 1868.08 ms
[2021-01-21 08:31:55 main:574] : INFO : Epoch 1546 | loss: 0.0311831 | val_loss: 0.0311917 | Time: 1855.89 ms
[2021-01-21 08:31:57 main:574] : INFO : Epoch 1547 | loss: 0.0311811 | val_loss: 0.031183 | Time: 2016.51 ms
[2021-01-21 08:31:59 main:574] : INFO : Epoch 1548 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 1908.1 ms
[2021-01-21 08:32:01 main:574] : INFO : Epoch 1549 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 1965.79 ms
[2021-01-21 08:32:03 main:574] : INFO : Epoch 1550 | loss: 0.0311831 | val_loss: 0.0311927 | Time: 1885.6 ms
[2021-01-21 08:32:05 main:574] : INFO : Epoch 1551 | loss: 0.0311769 | val_loss: 0.03119 | Time: 1953.23 ms
[2021-01-21 08:32:07 main:574] : INFO : Epoch 1552 | loss: 0.0311786 | val_loss: 0.0311856 | Time: 1911.42 ms
[2021-01-21 08:32:09 main:574] : INFO : Epoch 1553 | loss: 0.0311894 | val_loss: 0.0311826 | Time: 2008.86 ms
[2021-01-21 08:32:11 main:574] : INFO : Epoch 1554 | loss: 0.0311805 | val_loss: 0.0311857 | Time: 1917.87 ms
[2021-01-21 08:32:13 main:574] : INFO : Epoch 1555 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 1929.55 ms
[2021-01-21 08:32:15 main:574] : INFO : Epoch 1556 | loss: 0.0311863 | val_loss: 0.0312029 | Time: 1869.05 ms
[2021-01-21 08:32:17 main:574] : INFO : Epoch 1557 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 1886.63 ms
[2021-01-21 08:32:19 main:574] : INFO : Epoch 1558 | loss: 0.0311908 | val_loss: 0.0312107 | Time: 1858.68 ms
[2021-01-21 08:32:21 main:574] : INFO : Epoch 1559 | loss: 0.0311822 | val_loss: 0.0311922 | Time: 1887.81 ms
[2021-01-21 08:32:23 main:574] : INFO : Epoch 1560 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 1941.86 ms
[2021-01-21 08:32:25 main:574] : INFO : Epoch 1561 | loss: 0.0311736 | val_loss: 0.0311826 | Time: 1875.67 ms
[2021-01-21 08:32:26 main:574] : INFO : Epoch 1562 | loss: 0.031174 | val_loss: 0.0311894 | Time: 1896.55 ms
[2021-01-21 08:32:28 main:574] : INFO : Epoch 1563 | loss: 0.031175 | val_loss: 0.0311929 | Time: 1860.36 ms
[2021-01-21 08:32:30 main:574] : INFO : Epoch 1564 | loss: 0.0311787 | val_loss: 0.0312076 | Time: 1900.7 ms
[2021-01-21 08:32:32 main:574] : INFO : Epoch 1565 | loss: 0.0311777 | val_loss: 0.0311832 | Time: 1927.15 ms
[2021-01-21 08:32:34 main:574] : INFO : Epoch 1566 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 2046.02 ms
[2021-01-21 08:32:36 main:574] : INFO : Epoch 1567 | loss: 0.03118 | val_loss: 0.0311994 | Time: 1859.2 ms
[2021-01-21 08:32:38 main:574] : INFO : Epoch 1568 | loss: 0.0311835 | val_loss: 0.0311827 | Time: 1906.59 ms
[2021-01-21 08:32:40 main:574] : INFO : Epoch 1569 | loss: 0.0311735 | val_loss: 0.0311837 | Time: 1875.14 ms
[2021-01-21 08:32:42 main:574] : INFO : Epoch 1570 | loss: 0.0311764 | val_loss: 0.031193 | Time: 1880.16 ms
[2021-01-21 08:32:44 main:574] : INFO : Epoch 1571 | loss: 0.0311707 | val_loss: 0.0311831 | Time: 1907.64 ms
[2021-01-21 08:32:46 main:574] : INFO : Epoch 1572 | loss: 0.0311697 | val_loss: 0.0311904 | Time: 1908.42 ms
[2021-01-21 08:32:48 main:574] : INFO : Epoch 1573 | loss: 0.0311705 | val_loss: 0.031184 | Time: 2033.98 ms
[2021-01-21 08:32:50 main:574] : INFO : Epoch 1574 | loss: 0.0311705 | val_loss: 0.0311838 | Time: 1881.64 ms
[2021-01-21 08:32:52 main:574] : INFO : Epoch 1575 | loss: 0.0311735 | val_loss: 0.03119 | Time: 2013.33 ms
[2021-01-21 08:32:54 main:574] : INFO : Epoch 1576 | loss: 0.0311736 | val_loss: 0.0311919 | Time: 2023.12 ms
[2021-01-21 08:32:56 main:574] : INFO : Epoch 1577 | loss: 0.0311737 | val_loss: 0.0311874 | Time: 1867.78 ms
[2021-01-21 08:32:58 main:574] : INFO : Epoch 1578 | loss: 0.0311783 | val_loss: 0.0311917 | Time: 1882.52 ms
[2021-01-21 08:33:00 main:574] : INFO : Epoch 1579 | loss: 0.031172 | val_loss: 0.0311846 | Time: 1892.37 ms
[2021-01-21 08:33:02 main:574] : INFO : Epoch 1580 | loss: 0.0311668 | val_loss: 0.0311843 | Time: 1863.61 ms
[2021-01-21 08:33:04 main:574] : INFO : Epoch 1581 | loss: 0.0311685 | val_loss: 0.031205 | Time: 1956.01 ms
[2021-01-21 08:33:05 main:574] : INFO : Epoch 1582 | loss: 0.0311752 | val_loss: 0.0311886 | Time: 1875.14 ms
[2021-01-21 08:33:07 main:574] : INFO : Epoch 1583 | loss: 0.0311691 | val_loss: 0.031186 | Time: 1920.04 ms
[2021-01-21 08:33:09 main:574] : INFO : Epoch 1584 | loss: 0.0311683 | val_loss: 0.0311942 | Time: 1954.13 ms
[2021-01-21 08:33:11 main:574] : INFO : Epoch 1585 | loss: 0.0311754 | val_loss: 0.0311947 | Time: 1932.36 ms
[2021-01-21 08:33:13 main:574] : INFO : Epoch 1586 | loss: 0.031174 | val_loss: 0.0311837 | Time: 1852.92 ms
[2021-01-21 08:33:15 main:574] : INFO : Epoch 1587 | loss: 0.0311698 | val_loss: 0.0311835 | Time: 1902.03 ms
[2021-01-21 08:33:17 main:574] : INFO : Epoch 1588 | loss: 0.0311653 | val_loss: 0.0311848 | Time: 1880.17 ms
[2021-01-21 08:33:19 main:574] : INFO : Epoch 1589 | loss: 0.0311656 | val_loss: 0.0311871 | Time: 1881.89 ms
[2021-01-21 08:33:21 main:574] : INFO : Epoch 1590 | loss: 0.0311682 | val_loss: 0.0311832 | Time: 1866.08 ms
[2021-01-21 08:33:23 main:574] : INFO : Epoch 1591 | loss: 0.0311697 | val_loss: 0.0311998 | Time: 1906.04 ms
[2021-01-21 08:33:25 main:574] : INFO : Epoch 1592 | loss: 0.0311712 | val_loss: 0.0311933 | Time: 2047.78 ms
[2021-01-21 08:33:27 main:574] : INFO : Epoch 1593 | loss: 0.0311704 | val_loss: 0.0311911 | Time: 1886.32 ms
[2021-01-21 08:33:29 main:574] : INFO : Epoch 1594 | loss: 0.0311677 | val_loss: 0.0311888 | Time: 1987.21 ms
[2021-01-21 08:33:31 main:574] : INFO : Epoch 1595 | loss: 0.0311667 | val_loss: 0.0311849 | Time: 1885.06 ms
[2021-01-21 08:33:33 main:574] : INFO : Epoch 1596 | loss: 0.0311668 | val_loss: 0.0311848 | Time: 1850.76 ms
[2021-01-21 08:33:35 main:574] : INFO : Epoch 1597 | loss: 0.0311653 | val_loss: 0.0311859 | Time: 1918.65 ms
[2021-01-21 08:33:37 main:574] : INFO : Epoch 1598 | loss: 0.0311657 | val_loss: 0.031185 | Time: 1907.79 ms
[2021-01-21 08:33:39 main:574] : INFO : Epoch 1599 | loss: 0.0311629 | val_loss: 0.0311862 | Time: 1982.46 ms
[2021-01-21 08:33:41 main:574] : INFO : Epoch 1600 | loss: 0.0311692 | val_loss: 0.0311905 | Time: 1896.53 ms
[2021-01-21 08:33:42 main:574] : INFO : Epoch 1601 | loss: 0.0311645 | val_loss: 0.031199 | Time: 1859.87 ms
[2021-01-21 08:33:44 main:574] : INFO : Epoch 1602 | loss: 0.0311634 | val_loss: 0.0311857 | Time: 1859.11 ms
[2021-01-21 08:33:46 main:574] : INFO : Epoch 1603 | loss: 0.031161 | val_loss: 0.0312046 | Time: 1905.9 ms
[2021-01-21 08:33:48 main:574] : INFO : Epoch 1604 | loss: 0.0311634 | val_loss: 0.0311848 | Time: 1847.52 ms
[2021-01-21 08:33:50 main:574] : INFO : Epoch 1605 | loss: 0.0311612 | val_loss: 0.0311839 | Time: 1884.59 ms
[2021-01-21 08:33:52 main:574] : INFO : Epoch 1606 | loss: 0.031164 | val_loss: 0.0311914 | Time: 2013.89 ms
[2021-01-21 08:33:54 main:574] : INFO : Epoch 1607 | loss: 0.031165 | val_loss: 0.0311843 | Time: 1883.26 ms
[2021-01-21 08:33:56 main:574] : INFO : Epoch 1608 | loss: 0.0311661 | val_loss: 0.0312023 | Time: 1910.45 ms
[2021-01-21 08:33:58 main:574] : INFO : Epoch 1609 | loss: 0.0311696 | val_loss: 0.0311903 | Time: 2049.04 ms
[2021-01-21 08:34:00 main:574] : INFO : Epoch 1610 | loss: 0.0311687 | val_loss: 0.0311853 | Time: 1916.64 ms
[2021-01-21 08:34:02 main:574] : INFO : Epoch 1611 | loss: 0.0311656 | val_loss: 0.0311848 | Time: 1867.56 ms
[2021-01-21 08:34:04 main:574] : INFO : Epoch 1612 | loss: 0.0311629 | val_loss: 0.0311846 | Time: 1922.75 ms
[2021-01-21 08:34:06 main:574] : INFO : Epoch 1613 | loss: 0.0311668 | val_loss: 0.0311827 | Time: 1914.26 ms
[2021-01-21 08:34:08 main:574] : INFO : Epoch 1614 | loss: 0.0311651 | val_loss: 0.0311883 | Time: 1903.94 ms
[2021-01-21 08:34:10 main:574] : INFO : Epoch 1615 | loss: 0.0311615 | val_loss: 0.0311862 | Time: 1912.72 ms
[2021-01-21 08:34:12 main:574] : INFO : Epoch 1616 | loss: 0.0311611 | val_loss: 0.0311954 | Time: 1955.81 ms
[2021-01-21 08:34:13 main:574] : INFO : Epoch 1617 | loss: 0.0311658 | val_loss: 0.0311814 | Time: 1873.51 ms
[2021-01-21 08:34:15 main:574] : INFO : Epoch 1618 | loss: 0.03116 | val_loss: 0.0311834 | Time: 1883.84 ms
[2021-01-21 08:34:17 main:574] : INFO : Epoch 1619 | loss: 0.0311653 | val_loss: 0.0311876 | Time: 1856.14 ms
[2021-01-21 08:34:19 main:574] : INFO : Epoch 1620 | loss: 0.0311685 | val_loss: 0.0312025 | Time: 1916.12 ms
[2021-01-21 08:34:21 main:574] : INFO : Epoch 1621 | loss: 0.0311621 | val_loss: 0.0311902 | Time: 1860.45 ms
[2021-01-21 08:34:23 main:574] : INFO : Epoch 1622 | loss: 0.0311667 | val_loss: 0.0312065 | Time: 2071.34 ms
[2021-01-21 08:34:25 main:574] : INFO : Epoch 1623 | loss: 0.031169 | val_loss: 0.0311942 | Time: 1921.6 ms
[2021-01-21 08:34:27 main:574] : INFO : Epoch 1624 | loss: 0.0311646 | val_loss: 0.0311833 | Time: 1937.48 ms
[2021-01-21 08:34:29 main:574] : INFO : Epoch 1625 | loss: 0.0311624 | val_loss: 0.0311878 | Time: 1910.84 ms
[2021-01-21 08:34:31 main:574] : INFO : Epoch 1626 | loss: 0.0311604 | val_loss: 0.0311831 | Time: 1863.17 ms
[2021-01-21 08:34:33 main:574] : INFO : Epoch 1627 | loss: 0.0311624 | val_loss: 0.0311821 | Time: 2019.4 ms
[2021-01-21 08:34:35 main:574] : INFO : Epoch 1628 | loss: 0.0311553 | val_loss: 0.0311845 | Time: 1906.81 ms
[2021-01-21 08:34:37 main:574] : INFO : Epoch 1629 | loss: 0.0311558 | val_loss: 0.0311851 | Time: 1871.68 ms
[2021-01-21 08:34:39 main:574] : INFO : Epoch 1630 | loss: 0.0311582 | val_loss: 0.0311872 | Time: 1876.12 ms
[2021-01-21 08:34:41 main:574] : INFO : Epoch 1631 | loss: 0.0311581 | val_loss: 0.0311831 | Time: 1892.89 ms
[2021-01-21 08:34:43 main:574] : INFO : Epoch 1632 | loss: 0.031158 | val_loss: 0.0311871 | Time: 2024.56 ms
[2021-01-21 08:34:45 main:574] : INFO : Epoch 1633 | loss: 0.0311596 | val_loss: 0.0311851 | Time: 1865.73 ms
[2021-01-21 08:34:46 main:574] : INFO : Epoch 1634 | loss: 0.0311567 | val_loss: 0.0311865 | Time: 1869.86 ms
[2021-01-21 08:34:48 main:574] : INFO : Epoch 1635 | loss: 0.0311558 | val_loss: 0.03119 | Time: 1886.68 ms
[2021-01-21 08:34:50 main:574] : INFO : Epoch 1636 | loss: 0.0311609 | val_loss: 0.0311864 | Time: 1889.67 ms
[2021-01-21 08:34:52 main:574] : INFO : Epoch 1637 | loss: 0.0311584 | val_loss: 0.0311816 | Time: 1972.9 ms
[2021-01-21 08:34:54 main:574] : INFO : Epoch 1638 | loss: 0.031157 | val_loss: 0.0311958 | Time: 1976.95 ms
[2021-01-21 08:34:56 main:574] : INFO : Epoch 1639 | loss: 0.0311653 | val_loss: 0.0311852 | Time: 1900.32 ms
[2021-01-21 08:34:58 main:574] : INFO : Epoch 1640 | loss: 0.0311617 | val_loss: 0.0311868 | Time: 1927.05 ms
[2021-01-21 08:35:00 main:574] : INFO : Epoch 1641 | loss: 0.0311591 | val_loss: 0.0311854 | Time: 2092.1 ms
[2021-01-21 08:35:02 main:574] : INFO : Epoch 1642 | loss: 0.031163 | val_loss: 0.0311858 | Time: 1885.31 ms
[2021-01-21 08:35:04 main:574] : INFO : Epoch 1643 | loss: 0.0311583 | val_loss: 0.0311874 | Time: 1974.42 ms
[2021-01-21 08:35:06 main:574] : INFO : Epoch 1644 | loss: 0.0311583 | val_loss: 0.0311914 | Time: 1906.95 ms
[2021-01-21 08:35:08 main:574] : INFO : Epoch 1645 | loss: 0.031154 | val_loss: 0.0311853 | Time: 1912.8 ms
[2021-01-21 08:35:10 main:574] : INFO : Epoch 1646 | loss: 0.031158 | val_loss: 0.0311822 | Time: 1960.94 ms
[2021-01-21 08:35:12 main:574] : INFO : Epoch 1647 | loss: 0.0311546 | val_loss: 0.031186 | Time: 1887.83 ms
[2021-01-21 08:35:14 main:574] : INFO : Epoch 1648 | loss: 0.0311606 | val_loss: 0.0311842 | Time: 1950.28 ms
[2021-01-21 08:35:16 main:574] : INFO : Epoch 1649 | loss: 0.0311555 | val_loss: 0.0311844 | Time: 2069.48 ms
[2021-01-21 08:35:18 main:574] : INFO : Epoch 1650 | loss: 0.0311575 | val_loss: 0.0311847 | Time: 1887.12 ms
[2021-01-21 08:35:20 main:574] : INFO : Epoch 1651 | loss: 0.0311547 | val_loss: 0.0311865 | Time: 1968.24 ms
[2021-01-21 08:35:22 main:574] : INFO : Epoch 1652 | loss: 0.0311556 | val_loss: 0.0311847 | Time: 1929.55 ms
[2021-01-21 08:35:24 main:574] : INFO : Epoch 1653 | loss: 0.0311571 | val_loss: 0.0311912 | Time: 1868.97 ms
[2021-01-21 08:35:26 main:574] : INFO : Epoch 1654 | loss: 0.0311544 | val_loss: 0.0311942 | Time: 1896.98 ms
[2021-01-21 08:35:28 main:574] : INFO : Epoch 1655 | loss: 0.0311549 | val_loss: 0.0311835 | Time: 1877.81 ms
[2021-01-21 08:35:30 main:574] : INFO : Epoch 1656 | loss: 0.0311571 | val_loss: 0.0311969 | Time: 1887.57 ms
[2021-01-21 08:35:31 main:574] : INFO : Epoch 1657 | loss: 0.0311654 | val_loss: 0.0312176 | Time: 1873.77 ms
[2021-01-21 08:35:33 main:574] : INFO : Epoch 1658 | loss: 0.0311855 | val_loss: 0.0311952 | Time: 1955.1 ms
[2021-01-21 08:35:35 main:574] : INFO : Epoch 1659 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 1875.16 ms
[2021-01-21 08:35:37 main:574] : INFO : Epoch 1660 | loss: 0.0311751 | val_loss: 0.0311958 | Time: 1924.54 ms
[2021-01-21 08:35:39 main:574] : INFO : Epoch 1661 | loss: 0.031174 | val_loss: 0.0311777 | Time: 1942.65 ms
[2021-01-21 08:35:41 main:574] : INFO : Epoch 1662 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 1878.7 ms
[2021-01-21 08:35:43 main:574] : INFO : Epoch 1663 | loss: 0.0311689 | val_loss: 0.0311819 | Time: 1974.08 ms
[2021-01-21 08:35:45 main:574] : INFO : Epoch 1664 | loss: 0.0311642 | val_loss: 0.0311781 | Time: 1856.35 ms
[2021-01-21 08:35:47 main:574] : INFO : Epoch 1665 | loss: 0.0311641 | val_loss: 0.0311904 | Time: 1894.31 ms
[2021-01-21 08:35:49 main:574] : INFO : Epoch 1666 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 1980.93 ms
[2021-01-21 08:35:51 main:574] : INFO : Epoch 1667 | loss: 0.0311648 | val_loss: 0.0311903 | Time: 1895.92 ms
[2021-01-21 08:35:53 main:574] : INFO : Epoch 1668 | loss: 0.031165 | val_loss: 0.0311815 | Time: 1880.14 ms
[2021-01-21 08:35:55 main:574] : INFO : Epoch 1669 | loss: 0.0311606 | val_loss: 0.0311791 | Time: 1870.04 ms
[2021-01-21 08:35:56 main:574] : INFO : Epoch 1670 | loss: 0.0311637 | val_loss: 0.0311816 | Time: 1837.22 ms
[2021-01-21 08:35:58 main:574] : INFO : Epoch 1671 | loss: 0.0311634 | val_loss: 0.0311853 | Time: 1903.63 ms
[2021-01-21 08:36:00 main:574] : INFO : Epoch 1672 | loss: 0.0311623 | val_loss: 0.031181 | Time: 1928.25 ms
[2021-01-21 08:36:02 main:574] : INFO : Epoch 1673 | loss: 0.0311595 | val_loss: 0.0311817 | Time: 1940.74 ms
[2021-01-21 08:36:04 main:574] : INFO : Epoch 1674 | loss: 0.0311584 | val_loss: 0.0311815 | Time: 1855.75 ms
[2021-01-21 08:36:06 main:574] : INFO : Epoch 1675 | loss: 0.0311621 | val_loss: 0.0311835 | Time: 1884.63 ms
[2021-01-21 08:36:08 main:574] : INFO : Epoch 1676 | loss: 0.0311584 | val_loss: 0.0311788 | Time: 1876.02 ms
[2021-01-21 08:36:10 main:574] : INFO : Epoch 1677 | loss: 0.031156 | val_loss: 0.0311808 | Time: 1868.68 ms
[2021-01-21 08:36:12 main:574] : INFO : Epoch 1678 | loss: 0.031157 | val_loss: 0.0311835 | Time: 2012.72 ms
[2021-01-21 08:36:14 main:574] : INFO : Epoch 1679 | loss: 0.0311621 | val_loss: 0.0311826 | Time: 1891.84 ms
[2021-01-21 08:36:16 main:574] : INFO : Epoch 1680 | loss: 0.0311573 | val_loss: 0.0311828 | Time: 1901.95 ms
[2021-01-21 08:36:18 main:574] : INFO : Epoch 1681 | loss: 0.031154 | val_loss: 0.0311831 | Time: 1950.14 ms
[2021-01-21 08:36:19 main:574] : INFO : Epoch 1682 | loss: 0.0311549 | val_loss: 0.0311823 | Time: 1906.57 ms
[2021-01-21 08:36:21 main:574] : INFO : Epoch 1683 | loss: 0.0311528 | val_loss: 0.0311867 | Time: 1885.83 ms
[2021-01-21 08:36:23 main:574] : INFO : Epoch 1684 | loss: 0.031154 | val_loss: 0.0311811 | Time: 2040.46 ms
[2021-01-21 08:36:25 main:574] : INFO : Epoch 1685 | loss: 0.0311565 | val_loss: 0.0311823 | Time: 1842.03 ms
[2021-01-21 08:36:27 main:574] : INFO : Epoch 1686 | loss: 0.0311584 | val_loss: 0.0311847 | Time: 1877.17 ms
[2021-01-21 08:36:29 main:574] : INFO : Epoch 1687 | loss: 0.0311563 | val_loss: 0.0311906 | Time: 2010.36 ms
[2021-01-21 08:36:31 main:574] : INFO : Epoch 1688 | loss: 0.0311577 | val_loss: 0.031191 | Time: 2001.69 ms
[2021-01-21 08:36:33 main:574] : INFO : Epoch 1689 | loss: 0.0311712 | val_loss: 0.0311858 | Time: 1943.79 ms
[2021-01-21 08:36:35 main:574] : INFO : Epoch 1690 | loss: 0.0311705 | val_loss: 0.0311858 | Time: 1847.95 ms
[2021-01-21 08:36:37 main:574] : INFO : Epoch 1691 | loss: 0.0311637 | val_loss: 0.0311856 | Time: 1886.09 ms
[2021-01-21 08:36:39 main:574] : INFO : Epoch 1692 | loss: 0.0311623 | val_loss: 0.0311847 | Time: 1967.41 ms
[2021-01-21 08:36:41 main:574] : INFO : Epoch 1693 | loss: 0.0311593 | val_loss: 0.0311839 | Time: 1944.09 ms
[2021-01-21 08:36:43 main:574] : INFO : Epoch 1694 | loss: 0.0311594 | val_loss: 0.0311812 | Time: 2037.95 ms
[2021-01-21 08:36:45 main:574] : INFO : Epoch 1695 | loss: 0.0311549 | val_loss: 0.0311801 | Time: 1844.75 ms
[2021-01-21 08:36:47 main:574] : INFO : Epoch 1696 | loss: 0.0311519 | val_loss: 0.0311851 | Time: 1887.55 ms
[2021-01-21 08:36:49 main:574] : INFO : Epoch 1697 | loss: 0.0311525 | val_loss: 0.0311808 | Time: 1928.38 ms
[2021-01-21 08:36:51 main:574] : INFO : Epoch 1698 | loss: 0.03115 | val_loss: 0.0311828 | Time: 1909.24 ms
[2021-01-21 08:36:53 main:574] : INFO : Epoch 1699 | loss: 0.0311555 | val_loss: 0.0311817 | Time: 1922.96 ms
[2021-01-21 08:36:55 main:574] : INFO : Epoch 1700 | loss: 0.0311558 | val_loss: 0.0311842 | Time: 1975.89 ms
[2021-01-21 08:36:56 main:574] : INFO : Epoch 1701 | loss: 0.0311564 | val_loss: 0.0311903 | Time: 1893.86 ms
[2021-01-21 08:36:58 main:574] : INFO : Epoch 1702 | loss: 0.0311525 | val_loss: 0.031183 | Time: 1862.3 ms
[2021-01-21 08:37:00 main:574] : INFO : Epoch 1703 | loss: 0.0311569 | val_loss: 0.0311922 | Time: 1890.56 ms
[2021-01-21 08:37:02 main:574] : INFO : Epoch 1704 | loss: 0.03115 | val_loss: 0.0311809 | Time: 1880.8 ms
[2021-01-21 08:37:04 main:574] : INFO : Epoch 1705 | loss: 0.0311494 | val_loss: 0.0311917 | Time: 1909.96 ms
[2021-01-21 08:37:06 main:574] : INFO : Epoch 1706 | loss: 0.0311503 | val_loss: 0.0311815 | Time: 1885.49 ms
[2021-01-21 08:37:08 main:574] : INFO : Epoch 1707 | loss: 0.0311496 | val_loss: 0.0311821 | Time: 1924.1 ms
[2021-01-21 08:37:10 main:574] : INFO : Epoch 1708 | loss: 0.0311479 | val_loss: 0.0311827 | Time: 1902.49 ms
[2021-01-21 08:37:12 main:574] : INFO : Epoch 1709 | loss: 0.0311468 | val_loss: 0.0311828 | Time: 1889.23 ms
[2021-01-21 08:37:14 main:574] : INFO : Epoch 1710 | loss: 0.0311469 | val_loss: 0.0311822 | Time: 1940.97 ms
[2021-01-21 08:37:16 main:574] : INFO : Epoch 1711 | loss: 0.0311482 | val_loss: 0.0311819 | Time: 1919.98 ms
[2021-01-21 08:37:18 main:574] : INFO : Epoch 1712 | loss: 0.0311503 | val_loss: 0.0311845 | Time: 1965.06 ms
[2021-01-21 08:37:19 main:574] : INFO : Epoch 1713 | loss: 0.0311493 | val_loss: 0.031189 | Time: 1880.3 ms
[2021-01-21 08:37:21 main:574] : INFO : Epoch 1714 | loss: 0.0311487 | val_loss: 0.0311845 | Time: 1886.22 ms
[2021-01-21 08:37:23 main:574] : INFO : Epoch 1715 | loss: 0.0311533 | val_loss: 0.0311863 | Time: 1866.37 ms
[2021-01-21 08:37:25 main:574] : INFO : Epoch 1716 | loss: 0.0311461 | val_loss: 0.0311829 | Time: 1885.62 ms
[2021-01-21 08:37:27 main:574] : INFO : Epoch 1717 | loss: 0.0311448 | val_loss: 0.0311896 | Time: 1890.09 ms
[2021-01-21 08:37:29 main:574] : INFO : Epoch 1718 | loss: 0.0311475 | val_loss: 0.0311826 | Time: 1893.79 ms
[2021-01-21 08:37:31 main:574] : INFO : Epoch 1719 | loss: 0.031148 | val_loss: 0.0311841 | Time: 1881.86 ms
[2021-01-21 08:37:33 main:574] : INFO : Epoch 1720 | loss: 0.0311551 | val_loss: 0.0311838 | Time: 1938.53 ms
[2021-01-21 08:37:35 main:574] : INFO : Epoch 1721 | loss: 0.031157 | val_loss: 0.0311888 | Time: 1883.64 ms
[2021-01-21 08:37:37 main:574] : INFO : Epoch 1722 | loss: 0.0311595 | val_loss: 0.0311914 | Time: 1876.51 ms
[2021-01-21 08:37:38 main:574] : INFO : Epoch 1723 | loss: 0.0311572 | val_loss: 0.0311824 | Time: 1861.82 ms
[2021-01-21 08:37:40 main:574] : INFO : Epoch 1724 | loss: 0.031154 | val_loss: 0.0311788 | Time: 1914.47 ms
[2021-01-21 08:37:42 main:574] : INFO : Epoch 1725 | loss: 0.0311542 | val_loss: 0.0311809 | Time: 2018.7 ms
[2021-01-21 08:37:44 main:574] : INFO : Epoch 1726 | loss: 0.031154 | val_loss: 0.0311798 | Time: 1872.01 ms
[2021-01-21 08:37:46 main:574] : INFO : Epoch 1727 | loss: 0.0311513 | val_loss: 0.0311773 | Time: 2014.19 ms
[2021-01-21 08:37:48 main:574] : INFO : Epoch 1728 | loss: 0.0311519 | val_loss: 0.0311988 | Time: 1928.82 ms
[2021-01-21 08:37:50 main:574] : INFO : Epoch 1729 | loss: 0.0311538 | val_loss: 0.0311814 | Time: 1922.17 ms
[2021-01-21 08:37:52 main:574] : INFO : Epoch 1730 | loss: 0.0311507 | val_loss: 0.0311817 | Time: 1934.42 ms
[2021-01-21 08:37:54 main:574] : INFO : Epoch 1731 | loss: 0.0311498 | val_loss: 0.0311798 | Time: 1904.83 ms
[2021-01-21 08:37:56 main:574] : INFO : Epoch 1732 | loss: 0.0311518 | val_loss: 0.0311846 | Time: 1938.44 ms
[2021-01-21 08:37:58 main:574] : INFO : Epoch 1733 | loss: 0.0311554 | val_loss: 0.0311802 | Time: 1900.01 ms
[2021-01-21 08:38:00 main:574] : INFO : Epoch 1734 | loss: 0.0311572 | val_loss: 0.0311782 | Time: 1919.1 ms
[2021-01-21 08:38:02 main:574] : INFO : Epoch 1735 | loss: 0.0311555 | val_loss: 0.0311826 | Time: 1923.09 ms
[2021-01-21 08:38:04 main:574] : INFO : Epoch 1736 | loss: 0.0311492 | val_loss: 0.0311816 | Time: 1870.82 ms
[2021-01-21 08:38:06 main:574] : INFO : Epoch 1737 | loss: 0.0311489 | val_loss: 0.0311791 | Time: 1872.59 ms
[2021-01-21 08:38:07 main:574] : INFO : Epoch 1738 | loss: 0.0311517 | val_loss: 0.0311764 | Time: 1864.55 ms
[2021-01-21 08:38:09 main:574] : INFO : Epoch 1739 | loss: 0.0311567 | val_loss: 0.031175 | Time: 1937.23 ms
[2021-01-21 08:38:11 main:574] : INFO : Epoch 1740 | loss: 0.0311552 | val_loss: 0.0311741 | Time: 1910.78 ms
[2021-01-21 08:38:13 main:574] : INFO : Epoch 1741 | loss: 0.0311495 | val_loss: 0.0311749 | Time: 1853.91 ms
[2021-01-21 08:38:15 main:574] : INFO : Epoch 1742 | loss: 0.0311505 | val_loss: 0.0311779 | Time: 1854.9 ms
[2021-01-21 08:38:17 main:574] : INFO : Epoch 1743 | loss: 0.0311518 | val_loss: 0.0311835 | Time: 1972.08 ms
[2021-01-21 08:38:19 main:574] : INFO : Epoch 1744 | loss: 0.0311522 | val_loss: 0.0311834 | Time: 2068.61 ms
[2021-01-21 08:38:21 main:574] : INFO : Epoch 1745 | loss: 0.0311514 | val_loss: 0.0311832 | Time: 1987.34 ms
[2021-01-21 08:38:23 main:574] : INFO : Epoch 1746 | loss: 0.0311466 | val_loss: 0.0311837 | Time: 1898.28 ms
[2021-01-21 08:38:25 main:574] : INFO : Epoch 1747 | loss: 0.0311494 | val_loss: 0.0311885 | Time: 1905.96 ms
[2021-01-21 08:38:27 main:574] : INFO : Epoch 1748 | loss: 0.0311475 | val_loss: 0.0311785 | Time: 1886.55 ms
[2021-01-21 08:38:29 main:574] : INFO : Epoch 1749 | loss: 0.0311438 | val_loss: 0.0311796 | Time: 2044.3 ms
[2021-01-21 08:38:31 main:574] : INFO : Epoch 1750 | loss: 0.031143 | val_loss: 0.0311827 | Time: 1924.98 ms
[2021-01-21 08:38:33 main:574] : INFO : Epoch 1751 | loss: 0.031143 | val_loss: 0.0311798 | Time: 1999.84 ms
[2021-01-21 08:38:35 main:574] : INFO : Epoch 1752 | loss: 0.0311409 | val_loss: 0.0311831 | Time: 2023.85 ms
[2021-01-21 08:38:37 main:574] : INFO : Epoch 1753 | loss: 0.0311423 | val_loss: 0.031184 | Time: 1924.07 ms
[2021-01-21 08:38:39 main:574] : INFO : Epoch 1754 | loss: 0.0311417 | val_loss: 0.0311834 | Time: 2101.87 ms
[2021-01-21 08:38:41 main:574] : INFO : Epoch 1755 | loss: 0.0311436 | val_loss: 0.0311957 | Time: 1872.34 ms
[2021-01-21 08:38:43 main:574] : INFO : Epoch 1756 | loss: 0.0311455 | val_loss: 0.0311835 | Time: 1853.9 ms
[2021-01-21 08:38:45 main:574] : INFO : Epoch 1757 | loss: 0.0311411 | val_loss: 0.0311858 | Time: 1876.46 ms
[2021-01-21 08:38:47 main:574] : INFO : Epoch 1758 | loss: 0.031144 | val_loss: 0.0311885 | Time: 1883.02 ms
[2021-01-21 08:38:49 main:574] : INFO : Epoch 1759 | loss: 0.0311495 | val_loss: 0.0311796 | Time: 2068.86 ms
[2021-01-21 08:38:51 main:574] : INFO : Epoch 1760 | loss: 0.0311499 | val_loss: 0.0311817 | Time: 1893.47 ms
[2021-01-21 08:38:53 main:574] : INFO : Epoch 1761 | loss: 0.031157 | val_loss: 0.0311801 | Time: 1903.29 ms
[2021-01-21 08:38:54 main:574] : INFO : Epoch 1762 | loss: 0.0311566 | val_loss: 0.0311872 | Time: 1854.97 ms
[2021-01-21 08:38:56 main:574] : INFO : Epoch 1763 | loss: 0.031155 | val_loss: 0.0311751 | Time: 1898.95 ms
[2021-01-21 08:38:58 main:574] : INFO : Epoch 1764 | loss: 0.0311524 | val_loss: 0.0311772 | Time: 2085.79 ms
[2021-01-21 08:39:00 main:574] : INFO : Epoch 1765 | loss: 0.0311565 | val_loss: 0.0311925 | Time: 1861.39 ms
[2021-01-21 08:39:02 main:574] : INFO : Epoch 1766 | loss: 0.0311528 | val_loss: 0.0311815 | Time: 1875.23 ms
[2021-01-21 08:39:04 main:574] : INFO : Epoch 1767 | loss: 0.031147 | val_loss: 0.0311797 | Time: 1899.4 ms
[2021-01-21 08:39:06 main:574] : INFO : Epoch 1768 | loss: 0.0311451 | val_loss: 0.0311789 | Time: 2017.33 ms
[2021-01-21 08:39:08 main:574] : INFO : Epoch 1769 | loss: 0.0311462 | val_loss: 0.0311802 | Time: 1843.94 ms
[2021-01-21 08:39:10 main:574] : INFO : Epoch 1770 | loss: 0.0311439 | val_loss: 0.0311813 | Time: 1877.29 ms
[2021-01-21 08:39:12 main:574] : INFO : Epoch 1771 | loss: 0.0311404 | val_loss: 0.0311795 | Time: 1874.11 ms
[2021-01-21 08:39:14 main:574] : INFO : Epoch 1772 | loss: 0.0311402 | val_loss: 0.0311836 | Time: 1901.3 ms
[2021-01-21 08:39:16 main:574] : INFO : Epoch 1773 | loss: 0.0311378 | val_loss: 0.0311851 | Time: 1938.35 ms
[2021-01-21 08:39:18 main:574] : INFO : Epoch 1774 | loss: 0.0311396 | val_loss: 0.031181 | Time: 1905.38 ms
[2021-01-21 08:39:19 main:574] : INFO : Epoch 1775 | loss: 0.0311381 | val_loss: 0.031183 | Time: 1911.84 ms
[2021-01-21 08:39:21 main:574] : INFO : Epoch 1776 | loss: 0.0311392 | val_loss: 0.0311816 | Time: 1963.23 ms
[2021-01-21 08:39:23 main:574] : INFO : Epoch 1777 | loss: 0.031136 | val_loss: 0.0311884 | Time: 1915.72 ms
[2021-01-21 08:39:25 main:574] : INFO : Epoch 1778 | loss: 0.0311385 | val_loss: 0.0311905 | Time: 2020.33 ms
[2021-01-21 08:39:27 main:574] : INFO : Epoch 1779 | loss: 0.0311361 | val_loss: 0.0311939 | Time: 2002.64 ms
[2021-01-21 08:39:29 main:574] : INFO : Epoch 1780 | loss: 0.0311372 | val_loss: 0.0311872 | Time: 1961.83 ms
[2021-01-21 08:39:31 main:574] : INFO : Epoch 1781 | loss: 0.0311353 | val_loss: 0.0311872 | Time: 1944.87 ms
[2021-01-21 08:39:33 main:574] : INFO : Epoch 1782 | loss: 0.0311372 | val_loss: 0.0311965 | Time: 1881.04 ms
[2021-01-21 08:39:35 main:574] : INFO : Epoch 1783 | loss: 0.0311402 | val_loss: 0.0311918 | Time: 1968.88 ms
[2021-01-21 08:39:37 main:574] : INFO : Epoch 1784 | loss: 0.0311389 | val_loss: 0.031191 | Time: 1854.14 ms
[2021-01-21 08:39:39 main:574] : INFO : Epoch 1785 | loss: 0.0311381 | val_loss: 0.0311975 | Time: 1891.34 ms
[2021-01-21 08:39:41 main:574] : INFO : Epoch 1786 | loss: 0.0311411 | val_loss: 0.031191 | Time: 1874.55 ms
[2021-01-21 08:39:43 main:574] : INFO : Epoch 1787 | loss: 0.0311361 | val_loss: 0.0311895 | Time: 1990.98 ms
[2021-01-21 08:39:45 main:574] : INFO : Epoch 1788 | loss: 0.0311353 | val_loss: 0.0311849 | Time: 1896.11 ms
[2021-01-21 08:39:47 main:574] : INFO : Epoch 1789 | loss: 0.0311368 | val_loss: 0.0311931 | Time: 1921.08 ms
[2021-01-21 08:39:49 main:574] : INFO : Epoch 1790 | loss: 0.0311399 | val_loss: 0.0312037 | Time: 1928 ms
[2021-01-21 08:39:51 main:574] : INFO : Epoch 1791 | loss: 0.0311417 | val_loss: 0.0311994 | Time: 2000.5 ms
[2021-01-21 08:39:53 main:574] : INFO : Epoch 1792 | loss: 0.0311423 | val_loss: 0.0311829 | Time: 2059.37 ms
[2021-01-21 08:39:55 main:574] : INFO : Epoch 1793 | loss: 0.0311354 | val_loss: 0.0311822 | Time: 1917.33 ms
[2021-01-21 08:39:57 main:574] : INFO : Epoch 1794 | loss: 0.0311381 | val_loss: 0.0311853 | Time: 2076.95 ms
[2021-01-21 08:39:59 main:574] : INFO : Epoch 1795 | loss: 0.0311341 | val_loss: 0.0311897 | Time: 1904.13 ms
[2021-01-21 08:40:01 main:574] : INFO : Epoch 1796 | loss: 0.0311347 | val_loss: 0.0311844 | Time: 1891.64 ms
[2021-01-21 08:40:03 main:574] : INFO : Epoch 1797 | loss: 0.0311321 | val_loss: 0.031194 | Time: 1915.01 ms
[2021-01-21 08:40:05 main:574] : INFO : Epoch 1798 | loss: 0.0311362 | val_loss: 0.0311873 | Time: 1960.88 ms
[2021-01-21 08:40:06 main:574] : INFO : Epoch 1799 | loss: 0.0311347 | val_loss: 0.0311904 | Time: 1897.04 ms
[2021-01-21 08:40:09 main:574] : INFO : Epoch 1800 | loss: 0.0311373 | val_loss: 0.0311862 | Time: 2045.03 ms
[2021-01-21 08:40:10 main:574] : INFO : Epoch 1801 | loss: 0.0311406 | val_loss: 0.0311919 | Time: 1909.83 ms
[2021-01-21 08:40:12 main:574] : INFO : Epoch 1802 | loss: 0.0311409 | val_loss: 0.0312031 | Time: 1863.04 ms
[2021-01-21 08:40:14 main:574] : INFO : Epoch 1803 | loss: 0.0311456 | val_loss: 0.0311852 | Time: 1981.52 ms
[2021-01-21 08:40:16 main:574] : INFO : Epoch 1804 | loss: 0.0311383 | val_loss: 0.0311806 | Time: 1977.88 ms
[2021-01-21 08:40:18 main:574] : INFO : Epoch 1805 | loss: 0.0311401 | val_loss: 0.0311876 | Time: 1927.63 ms
[2021-01-21 08:40:20 main:574] : INFO : Epoch 1806 | loss: 0.0311374 | val_loss: 0.0311825 | Time: 1959.27 ms
[2021-01-21 08:40:22 main:574] : INFO : Epoch 1807 | loss: 0.0311344 | val_loss: 0.0311858 | Time: 1923.08 ms
[2021-01-21 08:40:24 main:574] : INFO : Epoch 1808 | loss: 0.0311327 | val_loss: 0.031186 | Time: 2008.11 ms
[2021-01-21 08:40:26 main:574] : INFO : Epoch 1809 | loss: 0.0311292 | val_loss: 0.0311895 | Time: 1844.23 ms
[2021-01-21 08:40:28 main:574] : INFO : Epoch 1810 | loss: 0.0311306 | val_loss: 0.0311927 | Time: 1901.93 ms
[2021-01-21 08:40:30 main:574] : INFO : Epoch 1811 | loss: 0.0311363 | val_loss: 0.0311884 | Time: 1933.58 ms
[2021-01-21 08:40:32 main:574] : INFO : Epoch 1812 | loss: 0.0311326 | val_loss: 0.0311895 | Time: 1933.8 ms
[2021-01-21 08:40:34 main:574] : INFO : Epoch 1813 | loss: 0.0311348 | val_loss: 0.031192 | Time: 1871.42 ms
[2021-01-21 08:40:36 main:574] : INFO : Epoch 1814 | loss: 0.0311396 | val_loss: 0.0311932 | Time: 2080.99 ms
[2021-01-21 08:40:38 main:574] : INFO : Epoch 1815 | loss: 0.0311376 | val_loss: 0.0311927 | Time: 1992.63 ms
[2021-01-21 08:40:40 main:574] : INFO : Epoch 1816 | loss: 0.0311334 | val_loss: 0.0311965 | Time: 1858.45 ms
[2021-01-21 08:40:42 main:574] : INFO : Epoch 1817 | loss: 0.0311364 | val_loss: 0.0312035 | Time: 1870.52 ms
[2021-01-21 08:40:44 main:574] : INFO : Epoch 1818 | loss: 0.0311338 | val_loss: 0.0312052 | Time: 1918.35 ms
[2021-01-21 08:40:45 main:574] : INFO : Epoch 1819 | loss: 0.0311329 | val_loss: 0.031206 | Time: 1871.78 ms
[2021-01-21 08:40:47 main:574] : INFO : Epoch 1820 | loss: 0.0311348 | val_loss: 0.031196 | Time: 2007.63 ms
[2021-01-21 08:40:49 main:574] : INFO : Epoch 1821 | loss: 0.0311326 | val_loss: 0.0312109 | Time: 1851.51 ms
[2021-01-21 08:40:51 main:574] : INFO : Epoch 1822 | loss: 0.0311325 | val_loss: 0.031195 | Time: 1896.1 ms
[2021-01-21 08:40:53 main:574] : INFO : Epoch 1823 | loss: 0.0311347 | val_loss: 0.0311865 | Time: 1870.89 ms
[2021-01-21 08:40:55 main:574] : INFO : Epoch 1824 | loss: 0.0311316 | val_loss: 0.0311928 | Time: 1899.8 ms
[2021-01-21 08:40:57 main:574] : INFO : Epoch 1825 | loss: 0.0311346 | val_loss: 0.0311875 | Time: 1905.45 ms
[2021-01-21 08:40:59 main:574] : INFO : Epoch 1826 | loss: 0.0311354 | val_loss: 0.0311976 | Time: 1875.42 ms
[2021-01-21 08:41:01 main:574] : INFO : Epoch 1827 | loss: 0.0311295 | val_loss: 0.0311925 | Time: 1973.05 ms
[2021-01-21 08:41:03 main:574] : INFO : Epoch 1828 | loss: 0.0311272 | val_loss: 0.0311913 | Time: 1885.16 ms
[2021-01-21 08:41:05 main:574] : INFO : Epoch 1829 | loss: 0.0311276 | val_loss: 0.0311905 | Time: 2024.88 ms
[2021-01-21 08:41:07 main:574] : INFO : Epoch 1830 | loss: 0.0311304 | val_loss: 0.0311879 | Time: 2004.52 ms
[2021-01-21 08:41:09 main:574] : INFO : Epoch 1831 | loss: 0.031136 | val_loss: 0.0311894 | Time: 1877.89 ms
[2021-01-21 08:41:11 main:574] : INFO : Epoch 1832 | loss: 0.0311382 | val_loss: 0.0311896 | Time: 1962.7 ms
[2021-01-21 08:41:13 main:574] : INFO : Epoch 1833 | loss: 0.0311446 | val_loss: 0.0311895 | Time: 1859.02 ms
[2021-01-21 08:41:14 main:574] : INFO : Epoch 1834 | loss: 0.0311372 | val_loss: 0.0311907 | Time: 1913.29 ms
[2021-01-21 08:41:16 main:574] : INFO : Epoch 1835 | loss: 0.0311336 | val_loss: 0.0311904 | Time: 1872.93 ms
[2021-01-21 08:41:18 main:574] : INFO : Epoch 1836 | loss: 0.0311307 | val_loss: 0.0311877 | Time: 1981.5 ms
[2021-01-21 08:41:20 main:574] : INFO : Epoch 1837 | loss: 0.0311308 | val_loss: 0.0311887 | Time: 1865.47 ms
[2021-01-21 08:41:22 main:574] : INFO : Epoch 1838 | loss: 0.0311334 | val_loss: 0.0312085 | Time: 1991.77 ms
[2021-01-21 08:41:24 main:574] : INFO : Epoch 1839 | loss: 0.0311422 | val_loss: 0.031184 | Time: 2036.13 ms
[2021-01-21 08:41:26 main:574] : INFO : Epoch 1840 | loss: 0.0311398 | val_loss: 0.0312008 | Time: 1867.57 ms
[2021-01-21 08:41:28 main:574] : INFO : Epoch 1841 | loss: 0.0311326 | val_loss: 0.0311937 | Time: 1967.35 ms
[2021-01-21 08:41:30 main:574] : INFO : Epoch 1842 | loss: 0.0311302 | val_loss: 0.0311913 | Time: 1882.76 ms
[2021-01-21 08:41:32 main:574] : INFO : Epoch 1843 | loss: 0.0311301 | val_loss: 0.0311944 | Time: 1909.48 ms
[2021-01-21 08:41:34 main:574] : INFO : Epoch 1844 | loss: 0.0311283 | val_loss: 0.0311929 | Time: 1868.64 ms
[2021-01-21 08:41:36 main:574] : INFO : Epoch 1845 | loss: 0.0311255 | val_loss: 0.0312001 | Time: 1964.74 ms
[2021-01-21 08:41:38 main:574] : INFO : Epoch 1846 | loss: 0.031129 | val_loss: 0.0312017 | Time: 1885.76 ms
[2021-01-21 08:41:40 main:574] : INFO : Epoch 1847 | loss: 0.0311368 | val_loss: 0.0311901 | Time: 1897.09 ms
[2021-01-21 08:41:42 main:574] : INFO : Epoch 1848 | loss: 0.0311345 | val_loss: 0.031196 | Time: 1873.44 ms
[2021-01-21 08:41:44 main:574] : INFO : Epoch 1849 | loss: 0.0311358 | val_loss: 0.0311918 | Time: 2047.46 ms
[2021-01-21 08:41:46 main:574] : INFO : Epoch 1850 | loss: 0.0311356 | val_loss: 0.0311983 | Time: 1987.95 ms
[2021-01-21 08:41:48 main:574] : INFO : Epoch 1851 | loss: 0.0311334 | val_loss: 0.0311905 | Time: 1989.11 ms
[2021-01-21 08:41:50 main:574] : INFO : Epoch 1852 | loss: 0.0311299 | val_loss: 0.0311974 | Time: 1997.36 ms
[2021-01-21 08:41:52 main:574] : INFO : Epoch 1853 | loss: 0.0311282 | val_loss: 0.0312016 | Time: 2171.46 ms
[2021-01-21 08:41:54 main:574] : INFO : Epoch 1854 | loss: 0.0311293 | val_loss: 0.0311903 | Time: 2176.26 ms
[2021-01-21 08:41:56 main:574] : INFO : Epoch 1855 | loss: 0.0311284 | val_loss: 0.0311911 | Time: 1972.56 ms
[2021-01-21 08:41:58 main:574] : INFO : Epoch 1856 | loss: 0.0311313 | val_loss: 0.0312039 | Time: 1934.81 ms
[2021-01-21 08:42:00 main:574] : INFO : Epoch 1857 | loss: 0.03113 | val_loss: 0.0311953 | Time: 2076.97 ms
[2021-01-21 08:42:02 main:574] : INFO : Epoch 1858 | loss: 0.0311374 | val_loss: 0.0311857 | Time: 1877.98 ms
[2021-01-21 08:42:04 main:574] : INFO : Epoch 1859 | loss: 0.031141 | val_loss: 0.0311797 | Time: 1917.93 ms
[2021-01-21 08:42:06 main:574] : INFO : Epoch 1860 | loss: 0.0311345 | val_loss: 0.0311876 | Time: 1905.36 ms
[2021-01-21 08:42:08 main:574] : INFO : Epoch 1861 | loss: 0.0311333 | val_loss: 0.0311904 | Time: 1920.56 ms
[2021-01-21 08:42:10 main:574] : INFO : Epoch 1862 | loss: 0.0311307 | val_loss: 0.0311928 | Time: 1958.9 ms
[2021-01-21 08:42:12 main:574] : INFO : Epoch 1863 | loss: 0.0311276 | val_loss: 0.0311886 | Time: 1860.87 ms
[2021-01-21 08:42:14 main:574] : INFO : Epoch 1864 | loss: 0.0311276 | val_loss: 0.0312055 | Time: 2062.17 ms
[2021-01-21 08:42:16 main:574] : INFO : Epoch 1865 | loss: 0.0311283 | val_loss: 0.0311856 | Time: 1925.14 ms
[2021-01-21 08:42:18 main:574] : INFO : Epoch 1866 | loss: 0.0311261 | val_loss: 0.0311924 | Time: 1851.53 ms
[2021-01-21 08:42:20 main:574] : INFO : Epoch 1867 | loss: 0.0311266 | val_loss: 0.0311914 | Time: 1974.46 ms
[2021-01-21 08:42:22 main:574] : INFO : Epoch 1868 | loss: 0.0311226 | val_loss: 0.0311979 | Time: 1964.35 ms
[2021-01-21 08:42:24 main:574] : INFO : Epoch 1869 | loss: 0.0311268 | val_loss: 0.0311892 | Time: 1932.59 ms
[2021-01-21 08:42:26 main:574] : INFO : Epoch 1870 | loss: 0.0311275 | val_loss: 0.0311886 | Time: 1928.13 ms
[2021-01-21 08:42:27 main:574] : INFO : Epoch 1871 | loss: 0.0311415 | val_loss: 0.0311856 | Time: 1911.53 ms
[2021-01-21 08:42:29 main:574] : INFO : Epoch 1872 | loss: 0.0311603 | val_loss: 0.0311824 | Time: 1977.46 ms
[2021-01-21 08:42:31 main:574] : INFO : Epoch 1873 | loss: 0.0311466 | val_loss: 0.0311824 | Time: 1855.39 ms
[2021-01-21 08:42:33 main:574] : INFO : Epoch 1874 | loss: 0.0311386 | val_loss: 0.0311881 | Time: 1896.17 ms
[2021-01-21 08:42:35 main:574] : INFO : Epoch 1875 | loss: 0.0311356 | val_loss: 0.0311885 | Time: 1885.7 ms
[2021-01-21 08:42:37 main:574] : INFO : Epoch 1876 | loss: 0.0311367 | val_loss: 0.0311879 | Time: 1889.22 ms
[2021-01-21 08:42:39 main:574] : INFO : Epoch 1877 | loss: 0.0311304 | val_loss: 0.0311988 | Time: 1878.92 ms
[2021-01-21 08:42:41 main:574] : INFO : Epoch 1878 | loss: 0.0311267 | val_loss: 0.0311987 | Time: 1966.73 ms
[2021-01-21 08:42:43 main:574] : INFO : Epoch 1879 | loss: 0.031127 | val_loss: 0.031194 | Time: 1954.98 ms
[2021-01-21 08:42:45 main:574] : INFO : Epoch 1880 | loss: 0.0311238 | val_loss: 0.0311972 | Time: 1905.81 ms
[2021-01-21 08:42:47 main:574] : INFO : Epoch 1881 | loss: 0.0311215 | val_loss: 0.0312007 | Time: 1922.62 ms
[2021-01-21 08:42:49 main:574] : INFO : Epoch 1882 | loss: 0.0311292 | val_loss: 0.0311923 | Time: 1987.63 ms
[2021-01-21 08:42:51 main:574] : INFO : Epoch 1883 | loss: 0.0311238 | val_loss: 0.0311994 | Time: 1889.65 ms
[2021-01-21 08:42:53 main:574] : INFO : Epoch 1884 | loss: 0.031129 | val_loss: 0.0311917 | Time: 1857.26 ms
[2021-01-21 08:42:55 main:574] : INFO : Epoch 1885 | loss: 0.0311243 | val_loss: 0.0311965 | Time: 2039.88 ms
[2021-01-21 08:42:57 main:574] : INFO : Epoch 1886 | loss: 0.0311241 | val_loss: 0.0311978 | Time: 1996.14 ms
[2021-01-21 08:42:59 main:574] : INFO : Epoch 1887 | loss: 0.0311232 | val_loss: 0.0311871 | Time: 1931.5 ms
[2021-01-21 08:43:01 main:574] : INFO : Epoch 1888 | loss: 0.0311225 | val_loss: 0.0311954 | Time: 1959.49 ms
[2021-01-21 08:43:03 main:574] : INFO : Epoch 1889 | loss: 0.0311233 | val_loss: 0.031208 | Time: 1888.77 ms
[2021-01-21 08:43:05 main:574] : INFO : Epoch 1890 | loss: 0.0311233 | val_loss: 0.0311892 | Time: 2020.5 ms
[2021-01-21 08:43:07 main:574] : INFO : Epoch 1891 | loss: 0.0311228 | val_loss: 0.0311918 | Time: 2071.71 ms
[2021-01-21 08:43:09 main:574] : INFO : Epoch 1892 | loss: 0.031125 | val_loss: 0.0311834 | Time: 1872.91 ms
[2021-01-21 08:43:11 main:574] : INFO : Epoch 1893 | loss: 0.0311211 | val_loss: 0.0311957 | Time: 1866.05 ms
[2021-01-21 08:43:13 main:574] : INFO : Epoch 1894 | loss: 0.031118 | val_loss: 0.0312141 | Time: 1872.45 ms
[2021-01-21 08:43:14 main:574] : INFO : Epoch 1895 | loss: 0.0311221 | val_loss: 0.0311892 | Time: 1891.27 ms
[2021-01-21 08:43:16 main:574] : INFO : Epoch 1896 | loss: 0.03114 | val_loss: 0.0311976 | Time: 1892.78 ms
[2021-01-21 08:43:18 main:574] : INFO : Epoch 1897 | loss: 0.0311339 | val_loss: 0.0311972 | Time: 1945.97 ms
[2021-01-21 08:43:20 main:574] : INFO : Epoch 1898 | loss: 0.0311322 | val_loss: 0.0311943 | Time: 1939.03 ms
[2021-01-21 08:43:22 main:574] : INFO : Epoch 1899 | loss: 0.0311266 | val_loss: 0.0311894 | Time: 1872.62 ms
[2021-01-21 08:43:24 main:574] : INFO : Epoch 1900 | loss: 0.0311265 | val_loss: 0.0311921 | Time: 1918.07 ms
[2021-01-21 08:43:26 main:574] : INFO : Epoch 1901 | loss: 0.0311254 | val_loss: 0.0311958 | Time: 1988.19 ms
[2021-01-21 08:43:28 main:574] : INFO : Epoch 1902 | loss: 0.0311298 | val_loss: 0.0311985 | Time: 1921.95 ms
[2021-01-21 08:43:30 main:574] : INFO : Epoch 1903 | loss: 0.0311245 | val_loss: 0.0312005 | Time: 1930.81 ms
[2021-01-21 08:43:32 main:574] : INFO : Epoch 1904 | loss: 0.0311323 | val_loss: 0.0311866 | Time: 1909.31 ms
[2021-01-21 08:43:34 main:574] : INFO : Epoch 1905 | loss: 0.0311273 | val_loss: 0.031197 | Time: 2053.98 ms
[2021-01-21 08:43:36 main:574] : INFO : Epoch 1906 | loss: 0.0311261 | val_loss: 0.0311979 | Time: 1906.25 ms
[2021-01-21 08:43:38 main:574] : INFO : Epoch 1907 | loss: 0.0311173 | val_loss: 0.0312104 | Time: 1879.2 ms
[2021-01-21 08:43:40 main:574] : INFO : Epoch 1908 | loss: 0.0311211 | val_loss: 0.0311993 | Time: 1849.09 ms
[2021-01-21 08:43:42 main:574] : INFO : Epoch 1909 | loss: 0.0311265 | val_loss: 0.0312018 | Time: 1894.45 ms
[2021-01-21 08:43:44 main:574] : INFO : Epoch 1910 | loss: 0.0311218 | val_loss: 0.0311987 | Time: 1949.78 ms
[2021-01-21 08:43:46 main:574] : INFO : Epoch 1911 | loss: 0.0311208 | val_loss: 0.031192 | Time: 1966.81 ms
[2021-01-21 08:43:48 main:574] : INFO : Epoch 1912 | loss: 0.031126 | val_loss: 0.0311994 | Time: 1885.27 ms
[2021-01-21 08:43:50 main:574] : INFO : Epoch 1913 | loss: 0.0311228 | val_loss: 0.0312018 | Time: 2016.02 ms
[2021-01-21 08:43:52 main:574] : INFO : Epoch 1914 | loss: 0.0311234 | val_loss: 0.0312044 | Time: 1913.79 ms
[2021-01-21 08:43:54 main:574] : INFO : Epoch 1915 | loss: 0.0311259 | val_loss: 0.0311956 | Time: 1901.75 ms
[2021-01-21 08:43:55 main:574] : INFO : Epoch 1916 | loss: 0.0311187 | val_loss: 0.0311952 | Time: 1892.44 ms
[2021-01-21 08:43:57 main:574] : INFO : Epoch 1917 | loss: 0.0311193 | val_loss: 0.0312056 | Time: 2011.22 ms
[2021-01-21 08:44:00 main:574] : INFO : Epoch 1918 | loss: 0.03112 | val_loss: 0.0311981 | Time: 2024.13 ms
[2021-01-21 08:44:01 main:574] : INFO : Epoch 1919 | loss: 0.0311186 | val_loss: 0.0312009 | Time: 1897.04 ms
[2021-01-21 08:44:03 main:574] : INFO : Epoch 1920 | loss: 0.0311177 | val_loss: 0.0312092 | Time: 2001.97 ms
[2021-01-21 08:44:05 main:574] : INFO : Epoch 1921 | loss: 0.0311201 | val_loss: 0.031201 | Time: 1873.77 ms
[2021-01-21 08:44:07 main:574] : INFO : Epoch 1922 | loss: 0.0311176 | val_loss: 0.0312026 | Time: 1964.31 ms
[2021-01-21 08:44:09 main:574] : INFO : Epoch 1923 | loss: 0.0311171 | val_loss: 0.0312028 | Time: 1916.49 ms
[2021-01-21 08:44:11 main:574] : INFO : Epoch 1924 | loss: 0.0311161 | val_loss: 0.0312044 | Time: 1873.21 ms
[2021-01-21 08:44:13 main:574] : INFO : Epoch 1925 | loss: 0.0311143 | val_loss: 0.031213 | Time: 1913.06 ms
[2021-01-21 08:44:15 main:574] : INFO : Epoch 1926 | loss: 0.0311136 | val_loss: 0.0311965 | Time: 1963.59 ms
[2021-01-21 08:44:17 main:574] : INFO : Epoch 1927 | loss: 0.0311132 | val_loss: 0.0312024 | Time: 1969.08 ms
[2021-01-21 08:44:19 main:574] : INFO : Epoch 1928 | loss: 0.0311124 | val_loss: 0.0312039 | Time: 2001.27 ms
[2021-01-21 08:44:21 main:574] : INFO : Epoch 1929 | loss: 0.0311106 | val_loss: 0.0311981 | Time: 2063.43 ms
[2021-01-21 08:44:23 main:574] : INFO : Epoch 1930 | loss: 0.0311117 | val_loss: 0.0311959 | Time: 1939.68 ms
[2021-01-21 08:44:25 main:574] : INFO : Epoch 1931 | loss: 0.0311117 | val_loss: 0.0312208 | Time: 1960.84 ms
[2021-01-21 08:44:27 main:574] : INFO : Epoch 1932 | loss: 0.0311154 | val_loss: 0.0312 | Time: 1894.17 ms
[2021-01-21 08:44:29 main:574] : INFO : Epoch 1933 | loss: 0.031132 | val_loss: 0.0311902 | Time: 1884.46 ms
[2021-01-21 08:44:31 main:574] : INFO : Epoch 1934 | loss: 0.0311304 | val_loss: 0.0312023 | Time: 1898.92 ms
[2021-01-21 08:44:33 main:574] : INFO : Epoch 1935 | loss: 0.0311241 | val_loss: 0.0312108 | Time: 2095.28 ms
[2021-01-21 08:44:35 main:574] : INFO : Epoch 1936 | loss: 0.0311233 | val_loss: 0.0311928 | Time: 1999 ms
[2021-01-21 08:44:37 main:574] : INFO : Epoch 1937 | loss: 0.0311227 | val_loss: 0.031194 | Time: 1960.46 ms
[2021-01-21 08:44:39 main:574] : INFO : Epoch 1938 | loss: 0.031118 | val_loss: 0.0312022 | Time: 1964.99 ms
[2021-01-21 08:44:41 main:574] : INFO : Epoch 1939 | loss: 0.0311179 | val_loss: 0.0312007 | Time: 1908.5 ms
[2021-01-21 08:44:43 main:574] : INFO : Epoch 1940 | loss: 0.0311153 | val_loss: 0.0312055 | Time: 2067.56 ms
[2021-01-21 08:44:45 main:574] : INFO : Epoch 1941 | loss: 0.0311141 | val_loss: 0.0312067 | Time: 1870.3 ms
[2021-01-21 08:44:47 main:574] : INFO : Epoch 1942 | loss: 0.0311132 | val_loss: 0.0312042 | Time: 2181.44 ms
[2021-01-21 08:44:49 main:574] : INFO : Epoch 1943 | loss: 0.0311189 | val_loss: 0.0311949 | Time: 1949.76 ms
[2021-01-21 08:44:51 main:574] : INFO : Epoch 1944 | loss: 0.0311308 | val_loss: 0.0311976 | Time: 2005.19 ms
[2021-01-21 08:44:53 main:574] : INFO : Epoch 1945 | loss: 0.0311244 | val_loss: 0.0311861 | Time: 1965.86 ms
[2021-01-21 08:44:55 main:574] : INFO : Epoch 1946 | loss: 0.0311169 | val_loss: 0.0311984 | Time: 1959.54 ms
[2021-01-21 08:44:57 main:574] : INFO : Epoch 1947 | loss: 0.0311181 | val_loss: 0.0312153 | Time: 1946.76 ms
[2021-01-21 08:44:59 main:574] : INFO : Epoch 1948 | loss: 0.0311165 | val_loss: 0.0312103 | Time: 1884.53 ms
[2021-01-21 08:45:01 main:574] : INFO : Epoch 1949 | loss: 0.0311294 | val_loss: 0.0311888 | Time: 1936.63 ms
[2021-01-21 08:45:03 main:574] : INFO : Epoch 1950 | loss: 0.0311315 | val_loss: 0.0311903 | Time: 1971.35 ms
[2021-01-21 08:45:05 main:574] : INFO : Epoch 1951 | loss: 0.0311217 | val_loss: 0.0311999 | Time: 1882.41 ms
[2021-01-21 08:45:07 main:574] : INFO : Epoch 1952 | loss: 0.0311183 | val_loss: 0.0311956 | Time: 1889.2 ms
[2021-01-21 08:45:09 main:574] : INFO : Epoch 1953 | loss: 0.0311174 | val_loss: 0.0312041 | Time: 1969.43 ms
[2021-01-21 08:45:11 main:574] : INFO : Epoch 1954 | loss: 0.0311176 | val_loss: 0.0311978 | Time: 2113.46 ms
[2021-01-21 08:45:13 main:574] : INFO : Epoch 1955 | loss: 0.031116 | val_loss: 0.0312061 | Time: 2000.27 ms
[2021-01-21 08:45:15 main:574] : INFO : Epoch 1956 | loss: 0.0311189 | val_loss: 0.031207 | Time: 1992.82 ms
[2021-01-21 08:45:17 main:574] : INFO : Epoch 1957 | loss: 0.0311206 | val_loss: 0.0312092 | Time: 1996.98 ms
[2021-01-21 08:45:19 main:574] : INFO : Epoch 1958 | loss: 0.0311152 | val_loss: 0.0311914 | Time: 1894.23 ms
[2021-01-21 08:45:21 main:574] : INFO : Epoch 1959 | loss: 0.0311122 | val_loss: 0.0312131 | Time: 1880.11 ms
[2021-01-21 08:45:23 main:574] : INFO : Epoch 1960 | loss: 0.0311164 | val_loss: 0.0311977 | Time: 1985.01 ms
[2021-01-21 08:45:25 main:574] : INFO : Epoch 1961 | loss: 0.0311186 | val_loss: 0.0311937 | Time: 1847.01 ms
[2021-01-21 08:45:27 main:574] : INFO : Epoch 1962 | loss: 0.0311424 | val_loss: 0.0311813 | Time: 1935.79 ms
[2021-01-21 08:45:29 main:574] : INFO : Epoch 1963 | loss: 0.0311391 | val_loss: 0.0311775 | Time: 1953.86 ms
[2021-01-21 08:45:31 main:574] : INFO : Epoch 1964 | loss: 0.0311377 | val_loss: 0.0311835 | Time: 1866.58 ms
[2021-01-21 08:45:32 main:574] : INFO : Epoch 1965 | loss: 0.0311339 | val_loss: 0.0311905 | Time: 1858.65 ms
[2021-01-21 08:45:34 main:574] : INFO : Epoch 1966 | loss: 0.0311271 | val_loss: 0.0311935 | Time: 1952.67 ms
[2021-01-21 08:45:37 main:574] : INFO : Epoch 1967 | loss: 0.0311243 | val_loss: 0.0311915 | Time: 2162.8 ms
[2021-01-21 08:45:39 main:574] : INFO : Epoch 1968 | loss: 0.0311191 | val_loss: 0.0312076 | Time: 1909.32 ms
[2021-01-21 08:45:41 main:574] : INFO : Epoch 1969 | loss: 0.0311159 | val_loss: 0.0311901 | Time: 1867.82 ms
[2021-01-21 08:45:42 main:574] : INFO : Epoch 1970 | loss: 0.031113 | val_loss: 0.0312069 | Time: 1876.8 ms
[2021-01-21 08:45:44 main:574] : INFO : Epoch 1971 | loss: 0.0311112 | val_loss: 0.0311992 | Time: 1877.26 ms
[2021-01-21 08:45:46 main:574] : INFO : Epoch 1972 | loss: 0.031112 | val_loss: 0.0311914 | Time: 1876.33 ms
[2021-01-21 08:45:48 main:574] : INFO : Epoch 1973 | loss: 0.0311135 | val_loss: 0.0311959 | Time: 2063.61 ms
[2021-01-21 08:45:50 main:574] : INFO : Epoch 1974 | loss: 0.0311109 | val_loss: 0.0312107 | Time: 1956.41 ms
[2021-01-21 08:45:52 main:574] : INFO : Epoch 1975 | loss: 0.0311122 | val_loss: 0.0312078 | Time: 1866.15 ms
[2021-01-21 08:45:54 main:574] : INFO : Epoch 1976 | loss: 0.0311162 | val_loss: 0.031209 | Time: 1907.89 ms
[2021-01-21 08:45:56 main:574] : INFO : Epoch 1977 | loss: 0.0311114 | val_loss: 0.0312056 | Time: 1922.81 ms
[2021-01-21 08:45:58 main:574] : INFO : Epoch 1978 | loss: 0.0311122 | val_loss: 0.0312122 | Time: 1859.49 ms
[2021-01-21 08:46:00 main:574] : INFO : Epoch 1979 | loss: 0.0311114 | val_loss: 0.0312065 | Time: 1879.4 ms
[2021-01-21 08:46:02 main:574] : INFO : Epoch 1980 | loss: 0.03111 | val_loss: 0.0312085 | Time: 1917.95 ms
[2021-01-21 08:46:03 main:574] : INFO : Epoch 1981 | loss: 0.0311113 | val_loss: 0.0312052 | Time: 1852.34 ms
[2021-01-21 08:46:05 main:574] : INFO : Epoch 1982 | loss: 0.0311075 | val_loss: 0.0312198 | Time: 1900.76 ms
[2021-01-21 08:46:07 main:574] : INFO : Epoch 1983 | loss: 0.0311081 | val_loss: 0.031198 | Time: 1862.03 ms
[2021-01-21 08:46:09 main:574] : INFO : Epoch 1984 | loss: 0.0311083 | val_loss: 0.0312294 | Time: 1894.68 ms
[2021-01-21 08:46:11 main:574] : INFO : Epoch 1985 | loss: 0.0311127 | val_loss: 0.0312162 | Time: 1892.19 ms
[2021-01-21 08:46:13 main:574] : INFO : Epoch 1986 | loss: 0.0311166 | val_loss: 0.0312012 | Time: 2079.16 ms
[2021-01-21 08:46:15 main:574] : INFO : Epoch 1987 | loss: 0.0311111 | val_loss: 0.0312087 | Time: 1863.15 ms
[2021-01-21 08:46:17 main:574] : INFO : Epoch 1988 | loss: 0.0311251 | val_loss: 0.0311893 | Time: 1853.61 ms
[2021-01-21 08:46:19 main:574] : INFO : Epoch 1989 | loss: 0.031121 | val_loss: 0.0312129 | Time: 1852.1 ms
[2021-01-21 08:46:21 main:574] : INFO : Epoch 1990 | loss: 0.0311169 | val_loss: 0.0312019 | Time: 1905.39 ms
[2021-01-21 08:46:23 main:574] : INFO : Epoch 1991 | loss: 0.0311124 | val_loss: 0.0312087 | Time: 1860.47 ms
[2021-01-21 08:46:25 main:574] : INFO : Epoch 1992 | loss: 0.0311074 | val_loss: 0.0312096 | Time: 2059.59 ms
[2021-01-21 08:46:27 main:574] : INFO : Epoch 1993 | loss: 0.0311243 | val_loss: 0.0311999 | Time: 1979.86 ms
[2021-01-21 08:46:29 main:574] : INFO : Epoch 1994 | loss: 0.0311234 | val_loss: 0.031201 | Time: 1980.7 ms
[2021-01-21 08:46:31 main:574] : INFO : Epoch 1995 | loss: 0.0311194 | val_loss: 0.0312026 | Time: 1906.6 ms
[2021-01-21 08:46:32 main:574] : INFO : Epoch 1996 | loss: 0.0311143 | val_loss: 0.0312029 | Time: 1893.76 ms
[2021-01-21 08:46:34 main:574] : INFO : Epoch 1997 | loss: 0.0311053 | val_loss: 0.0312239 | Time: 1891.32 ms
[2021-01-21 08:46:36 main:574] : INFO : Epoch 1998 | loss: 0.0311083 | val_loss: 0.0311976 | Time: 1900.93 ms
[2021-01-21 08:46:38 main:574] : INFO : Epoch 1999 | loss: 0.031109 | val_loss: 0.0312154 | Time: 1898.19 ms
[2021-01-21 08:46:40 main:574] : INFO : Epoch 2000 | loss: 0.0311078 | val_loss: 0.0312011 | Time: 2069.23 ms
[2021-01-21 08:46:42 main:574] : INFO : Epoch 2001 | loss: 0.0311072 | val_loss: 0.0312157 | Time: 2014.09 ms
[2021-01-21 08:46:44 main:574] : INFO : Epoch 2002 | loss: 0.0311007 | val_loss: 0.0312181 | Time: 2050.97 ms
[2021-01-21 08:46:46 main:574] : INFO : Epoch 2003 | loss: 0.0311101 | val_loss: 0.0312193 | Time: 1930.45 ms
[2021-01-21 08:46:48 main:574] : INFO : Epoch 2004 | loss: 0.0311084 | val_loss: 0.0312078 | Time: 1866.44 ms
[2021-01-21 08:46:50 main:574] : INFO : Epoch 2005 | loss: 0.0311181 | val_loss: 0.0311977 | Time: 2058.41 ms
[2021-01-21 08:46:52 main:574] : INFO : Epoch 2006 | loss: 0.0311256 | val_loss: 0.031196 | Time: 2002.07 ms
[2021-01-21 08:46:54 main:574] : INFO : Epoch 2007 | loss: 0.0311237 | val_loss: 0.0311986 | Time: 1880 ms
[2021-01-21 08:46:56 main:574] : INFO : Epoch 2008 | loss: 0.0311319 | val_loss: 0.0311989 | Time: 1923.16 ms
[2021-01-21 08:46:58 main:574] : INFO : Epoch 2009 | loss: 0.0311286 | val_loss: 0.0312142 | Time: 1882.65 ms
[2021-01-21 08:47:00 main:574] : INFO : Epoch 2010 | loss: 0.0311192 | val_loss: 0.0312006 | Time: 2015.43 ms
[2021-01-21 08:47:02 main:574] : INFO : Epoch 2011 | loss: 0.0311149 | val_loss: 0.0312048 | Time: 2036.22 ms
[2021-01-21 08:47:04 main:574] : INFO : Epoch 2012 | loss: 0.0311094 | val_loss: 0.0312041 | Time: 2012.51 ms
[2021-01-21 08:47:06 main:574] : INFO : Epoch 2013 | loss: 0.0311057 | val_loss: 0.0312181 | Time: 1979.86 ms
[2021-01-21 08:47:08 main:574] : INFO : Epoch 2014 | loss: 0.0311065 | val_loss: 0.0312116 | Time: 1898.08 ms
[2021-01-21 08:47:10 main:574] : INFO : Epoch 2015 | loss: 0.0311131 | val_loss: 0.0312098 | Time: 1951.55 ms
[2021-01-21 08:47:12 main:574] : INFO : Epoch 2016 | loss: 0.031114 | val_loss: 0.0312019 | Time: 1979.76 ms
[2021-01-21 08:47:14 main:574] : INFO : Epoch 2017 | loss: 0.0311119 | val_loss: 0.0312037 | Time: 1931.78 ms
[2021-01-21 08:47:16 main:574] : INFO : Epoch 2018 | loss: 0.0311079 | val_loss: 0.0312026 | Time: 1904.15 ms
[2021-01-21 08:47:18 main:574] : INFO : Epoch 2019 | loss: 0.0311058 | val_loss: 0.0312064 | Time: 2042.97 ms
[2021-01-21 08:47:20 main:574] : INFO : Epoch 2020 | loss: 0.031106 | val_loss: 0.0312094 | Time: 1870.71 ms
[2021-01-21 08:47:22 main:574] : INFO : Epoch 2021 | loss: 0.0311097 | val_loss: 0.0312042 | Time: 1888.41 ms
[2021-01-21 08:47:24 main:574] : INFO : Epoch 2022 | loss: 0.0311028 | val_loss: 0.0312191 | Time: 1858.45 ms
[2021-01-21 08:47:26 main:574] : INFO : Epoch 2023 | loss: 0.0311037 | val_loss: 0.031206 | Time: 1899.44 ms
[2021-01-21 08:47:28 main:574] : INFO : Epoch 2024 | loss: 0.0311097 | val_loss: 0.0312054 | Time: 1947.15 ms
[2021-01-21 08:47:29 main:574] : INFO : Epoch 2025 | loss: 0.0311082 | val_loss: 0.0312152 | Time: 1942.27 ms
[2021-01-21 08:47:31 main:574] : INFO : Epoch 2026 | loss: 0.0311001 | val_loss: 0.0311966 | Time: 1874.26 ms
[2021-01-21 08:47:33 main:574] : INFO : Epoch 2027 | loss: 0.0311011 | val_loss: 0.0312158 | Time: 1925.16 ms
[2021-01-21 08:47:35 main:574] : INFO : Epoch 2028 | loss: 0.0311009 | val_loss: 0.0312028 | Time: 2020.55 ms
[2021-01-21 08:47:37 main:574] : INFO : Epoch 2029 | loss: 0.0311038 | val_loss: 0.031232 | Time: 1953.02 ms
[2021-01-21 08:47:39 main:574] : INFO : Epoch 2030 | loss: 0.031105 | val_loss: 0.0312014 | Time: 2013.57 ms
[2021-01-21 08:47:41 main:574] : INFO : Epoch 2031 | loss: 0.0311134 | val_loss: 0.0312089 | Time: 2059.7 ms
[2021-01-21 08:47:43 main:574] : INFO : Epoch 2032 | loss: 0.031118 | val_loss: 0.0312048 | Time: 1872.95 ms
[2021-01-21 08:47:45 main:574] : INFO : Epoch 2033 | loss: 0.0311168 | val_loss: 0.0312146 | Time: 1974.22 ms
[2021-01-21 08:47:47 main:574] : INFO : Epoch 2034 | loss: 0.0311106 | val_loss: 0.0312281 | Time: 1842.92 ms
[2021-01-21 08:47:49 main:574] : INFO : Epoch 2035 | loss: 0.0311055 | val_loss: 0.0311981 | Time: 2007.84 ms
[2021-01-21 08:47:51 main:574] : INFO : Epoch 2036 | loss: 0.0311002 | val_loss: 0.0312044 | Time: 1877.45 ms
[2021-01-21 08:47:53 main:574] : INFO : Epoch 2037 | loss: 0.0311004 | val_loss: 0.0312199 | Time: 2016 ms
[2021-01-21 08:47:55 main:574] : INFO : Epoch 2038 | loss: 0.0311051 | val_loss: 0.0312242 | Time: 1924.47 ms
[2021-01-21 08:47:57 main:574] : INFO : Epoch 2039 | loss: 0.0311123 | val_loss: 0.0312025 | Time: 1878.68 ms
[2021-01-21 08:47:59 main:574] : INFO : Epoch 2040 | loss: 0.0311137 | val_loss: 0.0312324 | Time: 1862.11 ms
[2021-01-21 08:48:01 main:574] : INFO : Epoch 2041 | loss: 0.0311097 | val_loss: 0.0312075 | Time: 1942.96 ms
[2021-01-21 08:48:03 main:574] : INFO : Epoch 2042 | loss: 0.0311069 | val_loss: 0.0312124 | Time: 2038.43 ms
[2021-01-21 08:48:05 main:574] : INFO : Epoch 2043 | loss: 0.0311071 | val_loss: 0.0312167 | Time: 1895.13 ms
[2021-01-21 08:48:07 main:574] : INFO : Epoch 2044 | loss: 0.0311219 | val_loss: 0.0311925 | Time: 1987.36 ms
[2021-01-21 08:48:09 main:574] : INFO : Epoch 2045 | loss: 0.0311114 | val_loss: 0.0312064 | Time: 1875.7 ms
[2021-01-21 08:48:11 main:574] : INFO : Epoch 2046 | loss: 0.0311084 | val_loss: 0.0312116 | Time: 2041 ms
[2021-01-21 08:48:13 main:574] : INFO : Epoch 2047 | loss: 0.0311024 | val_loss: 0.0312196 | Time: 1905.08 ms
[2021-01-21 08:48:15 main:574] : INFO : Epoch 2048 | loss: 0.0311133 | val_loss: 0.0312007 | Time: 1860.26 ms
[2021-01-21 08:48:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312007
[2021-01-21 08:48:15 main:603] : INFO : Saving end state to config to file
[2021-01-21 08:48:15 main:608] : INFO : Success, exiting..
08:48:15 (13216): 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)