Task 3753913
| Name | ParityModified-1609262951-11878-6_0 |
| Workunit | 1929703 |
| Created | 22 Jan 2021, 2:24:16 UTC |
| Sent | 22 Jan 2021, 13:33:40 UTC |
| Report deadline | 29 Jan 2021, 13:33:40 UTC |
| Received | 22 Jan 2021, 14:48:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 7 min 56 sec |
| CPU time | 1 hours 4 min 16 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: 0.0311859 | val_loss: 0.0311934 | Time: 2041.69 ms
[2021-01-22 06:31:56 main:574] : INFO : Epoch 1543 | loss: 0.0311846 | val_loss: 0.0311936 | Time: 1938.54 ms
[2021-01-22 06:31:58 main:574] : INFO : Epoch 1544 | loss: 0.0311863 | val_loss: 0.0311885 | Time: 1916.93 ms
[2021-01-22 06:32:00 main:574] : INFO : Epoch 1545 | loss: 0.0311875 | val_loss: 0.0311881 | Time: 1980.52 ms
[2021-01-22 06:32:02 main:574] : INFO : Epoch 1546 | loss: 0.031187 | val_loss: 0.0311875 | Time: 1901.99 ms
[2021-01-22 06:32:04 main:574] : INFO : Epoch 1547 | loss: 0.0311876 | val_loss: 0.0311894 | Time: 1942.8 ms
[2021-01-22 06:32:06 main:574] : INFO : Epoch 1548 | loss: 0.0311879 | val_loss: 0.0311867 | Time: 1929.5 ms
[2021-01-22 06:32:08 main:574] : INFO : Epoch 1549 | loss: 0.031189 | val_loss: 0.0311878 | Time: 1914.47 ms
[2021-01-22 06:32:10 main:574] : INFO : Epoch 1550 | loss: 0.0311864 | val_loss: 0.0311859 | Time: 2025.75 ms
[2021-01-22 06:32:12 main:574] : INFO : Epoch 1551 | loss: 0.0311915 | val_loss: 0.031188 | Time: 1963.12 ms
[2021-01-22 06:32:14 main:574] : INFO : Epoch 1552 | loss: 0.0311878 | val_loss: 0.0311857 | Time: 2118 ms
[2021-01-22 06:32:16 main:574] : INFO : Epoch 1553 | loss: 0.0311873 | val_loss: 0.0311861 | Time: 2067.54 ms
[2021-01-22 06:32:18 main:574] : INFO : Epoch 1554 | loss: 0.0311894 | val_loss: 0.0311906 | Time: 1891.23 ms
[2021-01-22 06:32:20 main:574] : INFO : Epoch 1555 | loss: 0.0311892 | val_loss: 0.0311863 | Time: 1965.73 ms
[2021-01-22 06:32:22 main:574] : INFO : Epoch 1556 | loss: 0.0311879 | val_loss: 0.0311884 | Time: 1924.2 ms
[2021-01-22 06:32:24 main:574] : INFO : Epoch 1557 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 2042.21 ms
[2021-01-22 06:32:26 main:574] : INFO : Epoch 1558 | loss: 0.031187 | val_loss: 0.0311872 | Time: 1929.25 ms
[2021-01-22 06:32:28 main:574] : INFO : Epoch 1559 | loss: 0.0311889 | val_loss: 0.0311885 | Time: 2059.47 ms
[2021-01-22 06:32:30 main:574] : INFO : Epoch 1560 | loss: 0.0311862 | val_loss: 0.0311859 | Time: 1894.19 ms
[2021-01-22 06:32:32 main:574] : INFO : Epoch 1561 | loss: 0.0311864 | val_loss: 0.0311856 | Time: 2100.13 ms
[2021-01-22 06:32:34 main:574] : INFO : Epoch 1562 | loss: 0.0311885 | val_loss: 0.0311897 | Time: 1986.68 ms
[2021-01-22 06:32:36 main:574] : INFO : Epoch 1563 | loss: 0.031187 | val_loss: 0.031186 | Time: 2010.04 ms
[2021-01-22 06:32:39 main:574] : INFO : Epoch 1564 | loss: 0.0311854 | val_loss: 0.031187 | Time: 2109.65 ms
[2021-01-22 06:32:40 main:574] : INFO : Epoch 1565 | loss: 0.0311863 | val_loss: 0.0311867 | Time: 1893.02 ms
[2021-01-22 06:32:42 main:574] : INFO : Epoch 1566 | loss: 0.0311879 | val_loss: 0.0311966 | Time: 1912.74 ms
[2021-01-22 06:32:44 main:574] : INFO : Epoch 1567 | loss: 0.0311877 | val_loss: 0.0311865 | Time: 1972.47 ms
[2021-01-22 06:32:46 main:574] : INFO : Epoch 1568 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 2024.97 ms
[2021-01-22 06:32:48 main:574] : INFO : Epoch 1569 | loss: 0.0311847 | val_loss: 0.0311872 | Time: 1889.07 ms
[2021-01-22 06:32:50 main:574] : INFO : Epoch 1570 | loss: 0.031185 | val_loss: 0.0311863 | Time: 1911.77 ms
[2021-01-22 06:32:52 main:574] : INFO : Epoch 1571 | loss: 0.031185 | val_loss: 0.0311855 | Time: 1882.99 ms
[2021-01-22 06:32:54 main:574] : INFO : Epoch 1572 | loss: 0.0311846 | val_loss: 0.0311863 | Time: 2056.35 ms
[2021-01-22 06:32:56 main:574] : INFO : Epoch 1573 | loss: 0.0311843 | val_loss: 0.0311865 | Time: 1901.67 ms
[2021-01-22 06:32:58 main:574] : INFO : Epoch 1574 | loss: 0.0311849 | val_loss: 0.0311874 | Time: 1921.7 ms
[2021-01-22 06:33:00 main:574] : INFO : Epoch 1575 | loss: 0.0311865 | val_loss: 0.0311852 | Time: 1939.72 ms
[2021-01-22 06:33:02 main:574] : INFO : Epoch 1576 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 1981.2 ms
[2021-01-22 06:33:04 main:574] : INFO : Epoch 1577 | loss: 0.0311855 | val_loss: 0.0311882 | Time: 1972.33 ms
[2021-01-22 06:33:06 main:574] : INFO : Epoch 1578 | loss: 0.0311862 | val_loss: 0.0311871 | Time: 1890.86 ms
[2021-01-22 06:33:08 main:574] : INFO : Epoch 1579 | loss: 0.0311853 | val_loss: 0.0311846 | Time: 1899.36 ms
[2021-01-22 06:33:10 main:574] : INFO : Epoch 1580 | loss: 0.0311844 | val_loss: 0.0311848 | Time: 2054.97 ms
[2021-01-22 06:33:12 main:574] : INFO : Epoch 1581 | loss: 0.031185 | val_loss: 0.0311856 | Time: 2014.47 ms
[2021-01-22 06:33:14 main:574] : INFO : Epoch 1582 | loss: 0.0311844 | val_loss: 0.031185 | Time: 1945.99 ms
[2021-01-22 06:33:16 main:574] : INFO : Epoch 1583 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 2011.83 ms
[2021-01-22 06:33:18 main:574] : INFO : Epoch 1584 | loss: 0.0311864 | val_loss: 0.0311847 | Time: 2024.56 ms
[2021-01-22 06:33:20 main:574] : INFO : Epoch 1585 | loss: 0.0311862 | val_loss: 0.031187 | Time: 1993.28 ms
[2021-01-22 06:33:22 main:574] : INFO : Epoch 1586 | loss: 0.0311865 | val_loss: 0.0311857 | Time: 2056.99 ms
[2021-01-22 06:33:25 main:574] : INFO : Epoch 1587 | loss: 0.0311886 | val_loss: 0.0311855 | Time: 2033.78 ms
[2021-01-22 06:33:26 main:574] : INFO : Epoch 1588 | loss: 0.031187 | val_loss: 0.0311874 | Time: 1910.14 ms
[2021-01-22 06:33:28 main:574] : INFO : Epoch 1589 | loss: 0.0311854 | val_loss: 0.0311854 | Time: 1901.89 ms
[2021-01-22 06:33:30 main:574] : INFO : Epoch 1590 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 1946.71 ms
[2021-01-22 06:33:32 main:574] : INFO : Epoch 1591 | loss: 0.0311847 | val_loss: 0.031186 | Time: 2000.83 ms
[2021-01-22 06:33:34 main:574] : INFO : Epoch 1592 | loss: 0.0311856 | val_loss: 0.0311864 | Time: 1868.49 ms
[2021-01-22 06:33:36 main:574] : INFO : Epoch 1593 | loss: 0.0311856 | val_loss: 0.0311854 | Time: 1894.32 ms
[2021-01-22 06:33:38 main:574] : INFO : Epoch 1594 | loss: 0.031188 | val_loss: 0.031187 | Time: 1965.28 ms
[2021-01-22 06:33:40 main:574] : INFO : Epoch 1595 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 1998.43 ms
[2021-01-22 06:33:42 main:574] : INFO : Epoch 1596 | loss: 0.031185 | val_loss: 0.031185 | Time: 1909.06 ms
[2021-01-22 06:33:44 main:574] : INFO : Epoch 1597 | loss: 0.0311844 | val_loss: 0.031185 | Time: 2122.71 ms
[2021-01-22 06:33:46 main:574] : INFO : Epoch 1598 | loss: 0.0311843 | val_loss: 0.0311884 | Time: 1928.39 ms
[2021-01-22 06:33:48 main:574] : INFO : Epoch 1599 | loss: 0.0311875 | val_loss: 0.0311934 | Time: 1925.94 ms
[2021-01-22 06:33:50 main:574] : INFO : Epoch 1600 | loss: 0.0311954 | val_loss: 0.0311955 | Time: 1895.53 ms
[2021-01-22 06:33:52 main:574] : INFO : Epoch 1601 | loss: 0.0311875 | val_loss: 0.0311896 | Time: 1967.18 ms
[2021-01-22 06:33:54 main:574] : INFO : Epoch 1602 | loss: 0.0311882 | val_loss: 0.0311857 | Time: 1949.5 ms
[2021-01-22 06:33:56 main:574] : INFO : Epoch 1603 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 1958.1 ms
[2021-01-22 06:33:58 main:574] : INFO : Epoch 1604 | loss: 0.0311866 | val_loss: 0.0311847 | Time: 2007.09 ms
[2021-01-22 06:34:00 main:574] : INFO : Epoch 1605 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 1968.79 ms
[2021-01-22 06:34:02 main:574] : INFO : Epoch 1606 | loss: 0.0311835 | val_loss: 0.0311855 | Time: 2003.11 ms
[2021-01-22 06:34:04 main:574] : INFO : Epoch 1607 | loss: 0.0311839 | val_loss: 0.0311877 | Time: 1905.24 ms
[2021-01-22 06:34:06 main:574] : INFO : Epoch 1608 | loss: 0.0311841 | val_loss: 0.0311853 | Time: 2021.34 ms
[2021-01-22 06:34:08 main:574] : INFO : Epoch 1609 | loss: 0.0311842 | val_loss: 0.0311861 | Time: 2031.08 ms
[2021-01-22 06:34:10 main:574] : INFO : Epoch 1610 | loss: 0.0311847 | val_loss: 0.031185 | Time: 2081.7 ms
[2021-01-22 06:34:12 main:574] : INFO : Epoch 1611 | loss: 0.0311841 | val_loss: 0.0311872 | Time: 2020.4 ms
[2021-01-22 06:34:14 main:574] : INFO : Epoch 1612 | loss: 0.0311842 | val_loss: 0.0311877 | Time: 1960.17 ms
[2021-01-22 06:34:16 main:574] : INFO : Epoch 1613 | loss: 0.031187 | val_loss: 0.0311899 | Time: 1949.94 ms
[2021-01-22 06:34:18 main:574] : INFO : Epoch 1614 | loss: 0.031185 | val_loss: 0.031187 | Time: 1953.86 ms
[2021-01-22 06:34:20 main:574] : INFO : Epoch 1615 | loss: 0.031186 | val_loss: 0.0311895 | Time: 2046.2 ms
[2021-01-22 06:34:22 main:574] : INFO : Epoch 1616 | loss: 0.0311836 | val_loss: 0.031186 | Time: 2072.2 ms
[2021-01-22 06:34:24 main:574] : INFO : Epoch 1617 | loss: 0.0311849 | val_loss: 0.031189 | Time: 1977.32 ms
[2021-01-22 06:34:26 main:574] : INFO : Epoch 1618 | loss: 0.0311874 | val_loss: 0.0312027 | Time: 2041.34 ms
[2021-01-22 06:34:28 main:574] : INFO : Epoch 1619 | loss: 0.0311889 | val_loss: 0.0311864 | Time: 1932.76 ms
[2021-01-22 06:34:30 main:574] : INFO : Epoch 1620 | loss: 0.0311834 | val_loss: 0.0311876 | Time: 1934.8 ms
[2021-01-22 06:34:32 main:574] : INFO : Epoch 1621 | loss: 0.0311845 | val_loss: 0.0311874 | Time: 1978.21 ms
[2021-01-22 06:34:34 main:574] : INFO : Epoch 1622 | loss: 0.0311872 | val_loss: 0.0311872 | Time: 1918.04 ms
[2021-01-22 06:34:36 main:574] : INFO : Epoch 1623 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 1917.25 ms
[2021-01-22 06:34:38 main:574] : INFO : Epoch 1624 | loss: 0.0311874 | val_loss: 0.0311841 | Time: 1892.15 ms
[2021-01-22 06:34:40 main:574] : INFO : Epoch 1625 | loss: 0.0311865 | val_loss: 0.0311837 | Time: 1885.61 ms
[2021-01-22 06:34:42 main:574] : INFO : Epoch 1626 | loss: 0.0311859 | val_loss: 0.0311842 | Time: 1887.25 ms
[2021-01-22 06:34:44 main:574] : INFO : Epoch 1627 | loss: 0.0311847 | val_loss: 0.0311849 | Time: 1901.85 ms
[2021-01-22 06:34:46 main:574] : INFO : Epoch 1628 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 1895.37 ms
[2021-01-22 06:34:48 main:574] : INFO : Epoch 1629 | loss: 0.0311876 | val_loss: 0.0311847 | Time: 1910.72 ms
[2021-01-22 06:34:50 main:574] : INFO : Epoch 1630 | loss: 0.031185 | val_loss: 0.0311851 | Time: 2043.99 ms
[2021-01-22 06:34:52 main:574] : INFO : Epoch 1631 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 1880.18 ms
[2021-01-22 06:34:54 main:574] : INFO : Epoch 1632 | loss: 0.0311854 | val_loss: 0.0311855 | Time: 1999.03 ms
[2021-01-22 06:34:56 main:574] : INFO : Epoch 1633 | loss: 0.0311852 | val_loss: 0.0311869 | Time: 1912.49 ms
[2021-01-22 06:34:58 main:574] : INFO : Epoch 1634 | loss: 0.0311845 | val_loss: 0.0311938 | Time: 1906.6 ms
[2021-01-22 06:35:00 main:574] : INFO : Epoch 1635 | loss: 0.0311865 | val_loss: 0.0311844 | Time: 1934.53 ms
[2021-01-22 06:35:02 main:574] : INFO : Epoch 1636 | loss: 0.0311846 | val_loss: 0.0311866 | Time: 1935.87 ms
[2021-01-22 06:35:04 main:574] : INFO : Epoch 1637 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 2042.69 ms
[2021-01-22 06:35:06 main:574] : INFO : Epoch 1638 | loss: 0.0311862 | val_loss: 0.0311856 | Time: 1936.36 ms
[2021-01-22 06:35:08 main:574] : INFO : Epoch 1639 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 1983.62 ms
[2021-01-22 06:35:10 main:574] : INFO : Epoch 1640 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 1950.25 ms
[2021-01-22 06:35:12 main:574] : INFO : Epoch 1641 | loss: 0.0311845 | val_loss: 0.0311872 | Time: 1880.77 ms
[2021-01-22 06:35:14 main:574] : INFO : Epoch 1642 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 1945.43 ms
[2021-01-22 06:35:16 main:574] : INFO : Epoch 1643 | loss: 0.031185 | val_loss: 0.0311863 | Time: 1936.02 ms
[2021-01-22 06:35:18 main:574] : INFO : Epoch 1644 | loss: 0.0311844 | val_loss: 0.0311849 | Time: 1939.05 ms
[2021-01-22 06:35:20 main:574] : INFO : Epoch 1645 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1996.17 ms
[2021-01-22 06:35:22 main:574] : INFO : Epoch 1646 | loss: 0.0311836 | val_loss: 0.0311857 | Time: 2001.73 ms
[2021-01-22 06:35:24 main:574] : INFO : Epoch 1647 | loss: 0.0311836 | val_loss: 0.0311858 | Time: 2079.04 ms
[2021-01-22 06:35:26 main:574] : INFO : Epoch 1648 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 1945.7 ms
[2021-01-22 06:35:28 main:574] : INFO : Epoch 1649 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 1914.14 ms
[2021-01-22 06:35:30 main:574] : INFO : Epoch 1650 | loss: 0.0311855 | val_loss: 0.0311859 | Time: 1939.31 ms
[2021-01-22 06:35:32 main:574] : INFO : Epoch 1651 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 1904.31 ms
[2021-01-22 06:35:34 main:574] : INFO : Epoch 1652 | loss: 0.0311862 | val_loss: 0.0311925 | Time: 1919.59 ms
[2021-01-22 06:35:35 main:574] : INFO : Epoch 1653 | loss: 0.0311866 | val_loss: 0.0311848 | Time: 1898.64 ms
[2021-01-22 06:35:37 main:574] : INFO : Epoch 1654 | loss: 0.0311835 | val_loss: 0.0311861 | Time: 1866.2 ms
[2021-01-22 06:35:39 main:574] : INFO : Epoch 1655 | loss: 0.0311851 | val_loss: 0.0311863 | Time: 1878.84 ms
[2021-01-22 06:35:41 main:574] : INFO : Epoch 1656 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 1870.98 ms
[2021-01-22 06:35:43 main:574] : INFO : Epoch 1657 | loss: 0.0311849 | val_loss: 0.0311855 | Time: 1960.29 ms
[2021-01-22 06:35:45 main:574] : INFO : Epoch 1658 | loss: 0.0311839 | val_loss: 0.0311843 | Time: 1919.09 ms
[2021-01-22 06:35:47 main:574] : INFO : Epoch 1659 | loss: 0.0311834 | val_loss: 0.0311859 | Time: 1899.27 ms
[2021-01-22 06:35:49 main:574] : INFO : Epoch 1660 | loss: 0.031183 | val_loss: 0.0311847 | Time: 1872.35 ms
[2021-01-22 06:35:51 main:574] : INFO : Epoch 1661 | loss: 0.0311833 | val_loss: 0.0311879 | Time: 1940.62 ms
[2021-01-22 06:35:53 main:574] : INFO : Epoch 1662 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 1932.65 ms
[2021-01-22 06:35:55 main:574] : INFO : Epoch 1663 | loss: 0.0311834 | val_loss: 0.0311905 | Time: 1930.75 ms
[2021-01-22 06:35:57 main:574] : INFO : Epoch 1664 | loss: 0.0311855 | val_loss: 0.0311858 | Time: 1934.49 ms
[2021-01-22 06:35:59 main:574] : INFO : Epoch 1665 | loss: 0.031183 | val_loss: 0.0311842 | Time: 1896.96 ms
[2021-01-22 06:36:01 main:574] : INFO : Epoch 1666 | loss: 0.031183 | val_loss: 0.0311867 | Time: 2157.62 ms
[2021-01-22 06:36:03 main:574] : INFO : Epoch 1667 | loss: 0.0311846 | val_loss: 0.0311852 | Time: 1926.5 ms
[2021-01-22 06:36:05 main:574] : INFO : Epoch 1668 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 1970.65 ms
[2021-01-22 06:36:07 main:574] : INFO : Epoch 1669 | loss: 0.0311827 | val_loss: 0.031185 | Time: 1980.66 ms
[2021-01-22 06:36:09 main:574] : INFO : Epoch 1670 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 2074.12 ms
[2021-01-22 06:36:11 main:574] : INFO : Epoch 1671 | loss: 0.0311824 | val_loss: 0.0311842 | Time: 1955.84 ms
[2021-01-22 06:36:13 main:574] : INFO : Epoch 1672 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 1965.32 ms
[2021-01-22 06:36:15 main:574] : INFO : Epoch 1673 | loss: 0.0311824 | val_loss: 0.031187 | Time: 1939 ms
[2021-01-22 06:36:17 main:574] : INFO : Epoch 1674 | loss: 0.0311834 | val_loss: 0.0311877 | Time: 1983.15 ms
[2021-01-22 06:36:19 main:574] : INFO : Epoch 1675 | loss: 0.0311845 | val_loss: 0.0311886 | Time: 1976.05 ms
[2021-01-22 06:36:21 main:574] : INFO : Epoch 1676 | loss: 0.0311835 | val_loss: 0.0311846 | Time: 1887.95 ms
[2021-01-22 06:36:23 main:574] : INFO : Epoch 1677 | loss: 0.0311832 | val_loss: 0.0311836 | Time: 1885.71 ms
[2021-01-22 06:36:25 main:574] : INFO : Epoch 1678 | loss: 0.0311859 | val_loss: 0.0311895 | Time: 2027.64 ms
[2021-01-22 06:36:27 main:574] : INFO : Epoch 1679 | loss: 0.0311884 | val_loss: 0.0311853 | Time: 2048.18 ms
[2021-01-22 06:36:29 main:574] : INFO : Epoch 1680 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1897.18 ms
[2021-01-22 06:36:31 main:574] : INFO : Epoch 1681 | loss: 0.0311834 | val_loss: 0.0311862 | Time: 1980.31 ms
[2021-01-22 06:36:33 main:574] : INFO : Epoch 1682 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 2010.63 ms
[2021-01-22 06:36:35 main:574] : INFO : Epoch 1683 | loss: 0.0311828 | val_loss: 0.0311837 | Time: 1895.49 ms
[2021-01-22 06:36:37 main:574] : INFO : Epoch 1684 | loss: 0.0311821 | val_loss: 0.031185 | Time: 2141.34 ms
[2021-01-22 06:36:39 main:574] : INFO : Epoch 1685 | loss: 0.0311834 | val_loss: 0.0311845 | Time: 1870.24 ms
[2021-01-22 06:36:41 main:574] : INFO : Epoch 1686 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 1878.73 ms
[2021-01-22 06:36:43 main:574] : INFO : Epoch 1687 | loss: 0.0311828 | val_loss: 0.0311863 | Time: 1896.53 ms
[2021-01-22 06:36:45 main:574] : INFO : Epoch 1688 | loss: 0.0311836 | val_loss: 0.0311846 | Time: 1879.63 ms
[2021-01-22 06:36:47 main:574] : INFO : Epoch 1689 | loss: 0.0311839 | val_loss: 0.0311911 | Time: 1955.5 ms
[2021-01-22 06:36:49 main:574] : INFO : Epoch 1690 | loss: 0.0311836 | val_loss: 0.0311846 | Time: 1892.62 ms
[2021-01-22 06:36:51 main:574] : INFO : Epoch 1691 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 2006.07 ms
[2021-01-22 06:36:52 main:574] : INFO : Epoch 1692 | loss: 0.0311815 | val_loss: 0.0311842 | Time: 1932.03 ms
[2021-01-22 06:36:54 main:574] : INFO : Epoch 1693 | loss: 0.0311817 | val_loss: 0.0311857 | Time: 1956.78 ms
[2021-01-22 06:36:56 main:574] : INFO : Epoch 1694 | loss: 0.0311833 | val_loss: 0.0311854 | Time: 1912.95 ms
[2021-01-22 06:36:59 main:574] : INFO : Epoch 1695 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 2034.93 ms
[2021-01-22 06:37:01 main:574] : INFO : Epoch 1696 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 2013.73 ms
[2021-01-22 06:37:03 main:574] : INFO : Epoch 1697 | loss: 0.031182 | val_loss: 0.0311844 | Time: 2036.25 ms
[2021-01-22 06:37:05 main:574] : INFO : Epoch 1698 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 1920.39 ms
[2021-01-22 06:37:06 main:574] : INFO : Epoch 1699 | loss: 0.0311818 | val_loss: 0.0311846 | Time: 1886.77 ms
[2021-01-22 06:37:09 main:574] : INFO : Epoch 1700 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 2027.64 ms
[2021-01-22 06:37:10 main:574] : INFO : Epoch 1701 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 1934.04 ms
[2021-01-22 06:37:12 main:574] : INFO : Epoch 1702 | loss: 0.0311851 | val_loss: 0.031192 | Time: 1914.67 ms
[2021-01-22 06:37:14 main:574] : INFO : Epoch 1703 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 1980.08 ms
[2021-01-22 06:37:16 main:574] : INFO : Epoch 1704 | loss: 0.0311812 | val_loss: 0.0311872 | Time: 1881.11 ms
[2021-01-22 06:37:18 main:574] : INFO : Epoch 1705 | loss: 0.0311833 | val_loss: 0.0311854 | Time: 1989.15 ms
[2021-01-22 06:37:20 main:574] : INFO : Epoch 1706 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 2060.54 ms
[2021-01-22 06:37:22 main:574] : INFO : Epoch 1707 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 1970.73 ms
[2021-01-22 06:37:24 main:574] : INFO : Epoch 1708 | loss: 0.0311822 | val_loss: 0.031186 | Time: 2016.88 ms
[2021-01-22 06:37:26 main:574] : INFO : Epoch 1709 | loss: 0.0311818 | val_loss: 0.0311863 | Time: 1977.65 ms
[2021-01-22 06:37:28 main:574] : INFO : Epoch 1710 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 1917.43 ms
[2021-01-22 06:37:30 main:574] : INFO : Epoch 1711 | loss: 0.0311823 | val_loss: 0.0311856 | Time: 1959.88 ms
[2021-01-22 06:37:32 main:574] : INFO : Epoch 1712 | loss: 0.0311819 | val_loss: 0.031185 | Time: 1940.89 ms
[2021-01-22 06:37:34 main:574] : INFO : Epoch 1713 | loss: 0.0311814 | val_loss: 0.031186 | Time: 1930.93 ms
[2021-01-22 06:37:36 main:574] : INFO : Epoch 1714 | loss: 0.0311833 | val_loss: 0.0311899 | Time: 1935.09 ms
[2021-01-22 06:37:38 main:574] : INFO : Epoch 1715 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 1884.29 ms
[2021-01-22 06:37:40 main:574] : INFO : Epoch 1716 | loss: 0.0311828 | val_loss: 0.0311866 | Time: 2069.21 ms
[2021-01-22 06:37:42 main:574] : INFO : Epoch 1717 | loss: 0.0311815 | val_loss: 0.0311865 | Time: 1897.9 ms
[2021-01-22 06:37:44 main:574] : INFO : Epoch 1718 | loss: 0.0311819 | val_loss: 0.031189 | Time: 1942.36 ms
[2021-01-22 06:37:46 main:574] : INFO : Epoch 1719 | loss: 0.0311825 | val_loss: 0.0311891 | Time: 1888.67 ms
[2021-01-22 06:37:48 main:574] : INFO : Epoch 1720 | loss: 0.0311815 | val_loss: 0.0311845 | Time: 1879.22 ms
[2021-01-22 06:37:50 main:574] : INFO : Epoch 1721 | loss: 0.0311808 | val_loss: 0.0311853 | Time: 1989.85 ms
[2021-01-22 06:37:52 main:574] : INFO : Epoch 1722 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 2001.62 ms
[2021-01-22 06:37:54 main:574] : INFO : Epoch 1723 | loss: 0.0311808 | val_loss: 0.031184 | Time: 1934.07 ms
[2021-01-22 06:37:56 main:574] : INFO : Epoch 1724 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 1989.27 ms
[2021-01-22 06:37:58 main:574] : INFO : Epoch 1725 | loss: 0.031181 | val_loss: 0.0311855 | Time: 1929.22 ms
[2021-01-22 06:38:00 main:574] : INFO : Epoch 1726 | loss: 0.0311823 | val_loss: 0.031186 | Time: 2074.41 ms
[2021-01-22 06:38:02 main:574] : INFO : Epoch 1727 | loss: 0.0311861 | val_loss: 0.0311842 | Time: 1901 ms
[2021-01-22 06:38:04 main:574] : INFO : Epoch 1728 | loss: 0.0311859 | val_loss: 0.0311851 | Time: 1892.03 ms
[2021-01-22 06:38:06 main:574] : INFO : Epoch 1729 | loss: 0.0311848 | val_loss: 0.0311845 | Time: 1865.1 ms
[2021-01-22 06:38:08 main:574] : INFO : Epoch 1730 | loss: 0.0311859 | val_loss: 0.0311846 | Time: 1889.43 ms
[2021-01-22 06:38:10 main:574] : INFO : Epoch 1731 | loss: 0.0311888 | val_loss: 0.0311868 | Time: 2064.12 ms
[2021-01-22 06:38:12 main:574] : INFO : Epoch 1732 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 2103.09 ms
[2021-01-22 06:38:14 main:574] : INFO : Epoch 1733 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 1930.29 ms
[2021-01-22 06:38:16 main:574] : INFO : Epoch 1734 | loss: 0.0311849 | val_loss: 0.0311871 | Time: 2090.55 ms
[2021-01-22 06:38:18 main:574] : INFO : Epoch 1735 | loss: 0.0311856 | val_loss: 0.0311872 | Time: 1889.56 ms
[2021-01-22 06:38:20 main:574] : INFO : Epoch 1736 | loss: 0.031185 | val_loss: 0.0311872 | Time: 1945.37 ms
[2021-01-22 06:38:22 main:574] : INFO : Epoch 1737 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 1943.27 ms
[2021-01-22 06:38:24 main:574] : INFO : Epoch 1738 | loss: 0.0311835 | val_loss: 0.0311891 | Time: 1967.27 ms
[2021-01-22 06:38:26 main:574] : INFO : Epoch 1739 | loss: 0.0311852 | val_loss: 0.0311853 | Time: 1918.63 ms
[2021-01-22 06:38:28 main:574] : INFO : Epoch 1740 | loss: 0.0311836 | val_loss: 0.0311892 | Time: 2072.82 ms
[2021-01-22 06:38:30 main:574] : INFO : Epoch 1741 | loss: 0.0311862 | val_loss: 0.031187 | Time: 1897.92 ms
[2021-01-22 06:38:32 main:574] : INFO : Epoch 1742 | loss: 0.0311856 | val_loss: 0.031188 | Time: 1930.11 ms
[2021-01-22 06:38:34 main:574] : INFO : Epoch 1743 | loss: 0.0311832 | val_loss: 0.0311868 | Time: 1937.42 ms
[2021-01-22 06:38:36 main:574] : INFO : Epoch 1744 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 1980.32 ms
[2021-01-22 06:38:38 main:574] : INFO : Epoch 1745 | loss: 0.0311838 | val_loss: 0.0311872 | Time: 2075.74 ms
[2021-01-22 06:38:40 main:574] : INFO : Epoch 1746 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 2098.46 ms
[2021-01-22 06:38:42 main:574] : INFO : Epoch 1747 | loss: 0.0311835 | val_loss: 0.0311864 | Time: 2028.57 ms
[2021-01-22 06:38:44 main:574] : INFO : Epoch 1748 | loss: 0.0311859 | val_loss: 0.0311887 | Time: 1910.77 ms
[2021-01-22 06:38:46 main:574] : INFO : Epoch 1749 | loss: 0.0311874 | val_loss: 0.031186 | Time: 2123.04 ms
[2021-01-22 06:38:48 main:574] : INFO : Epoch 1750 | loss: 0.0311835 | val_loss: 0.031185 | Time: 1923.44 ms
[2021-01-22 06:38:50 main:574] : INFO : Epoch 1751 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 1921.11 ms
[2021-01-22 06:38:52 main:574] : INFO : Epoch 1752 | loss: 0.0311824 | val_loss: 0.0311869 | Time: 1923.66 ms
[2021-01-22 06:38:54 main:574] : INFO : Epoch 1753 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 1972.32 ms
[2021-01-22 06:38:56 main:574] : INFO : Epoch 1754 | loss: 0.0311833 | val_loss: 0.0311883 | Time: 1896.77 ms
[2021-01-22 06:38:58 main:574] : INFO : Epoch 1755 | loss: 0.0311827 | val_loss: 0.0311858 | Time: 1943.3 ms
[2021-01-22 06:39:00 main:574] : INFO : Epoch 1756 | loss: 0.0311829 | val_loss: 0.0311861 | Time: 2215.81 ms
[2021-01-22 06:39:02 main:574] : INFO : Epoch 1757 | loss: 0.031183 | val_loss: 0.0311837 | Time: 1934.67 ms
[2021-01-22 06:39:04 main:574] : INFO : Epoch 1758 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 2014.63 ms
[2021-01-22 06:39:06 main:574] : INFO : Epoch 1759 | loss: 0.0311817 | val_loss: 0.0311891 | Time: 2035.06 ms
[2021-01-22 06:39:08 main:574] : INFO : Epoch 1760 | loss: 0.0311878 | val_loss: 0.0311925 | Time: 1948.05 ms
[2021-01-22 06:39:10 main:574] : INFO : Epoch 1761 | loss: 0.0311866 | val_loss: 0.0311861 | Time: 1921.61 ms
[2021-01-22 06:39:12 main:574] : INFO : Epoch 1762 | loss: 0.0311827 | val_loss: 0.0311887 | Time: 1948.99 ms
[2021-01-22 06:39:14 main:574] : INFO : Epoch 1763 | loss: 0.0311839 | val_loss: 0.0311858 | Time: 2059.27 ms
[2021-01-22 06:39:16 main:574] : INFO : Epoch 1764 | loss: 0.031182 | val_loss: 0.0311847 | Time: 1977.85 ms
[2021-01-22 06:39:18 main:574] : INFO : Epoch 1765 | loss: 0.0311836 | val_loss: 0.0311896 | Time: 2045.39 ms
[2021-01-22 06:39:20 main:574] : INFO : Epoch 1766 | loss: 0.0311838 | val_loss: 0.0311857 | Time: 1981.97 ms
[2021-01-22 06:39:22 main:574] : INFO : Epoch 1767 | loss: 0.0311826 | val_loss: 0.031186 | Time: 1914.31 ms
[2021-01-22 06:39:24 main:574] : INFO : Epoch 1768 | loss: 0.0311849 | val_loss: 0.031185 | Time: 2011.97 ms
[2021-01-22 06:39:26 main:574] : INFO : Epoch 1769 | loss: 0.0311841 | val_loss: 0.0311862 | Time: 2076.32 ms
[2021-01-22 06:39:28 main:574] : INFO : Epoch 1770 | loss: 0.0311839 | val_loss: 0.0311853 | Time: 1919.48 ms
[2021-01-22 06:39:30 main:574] : INFO : Epoch 1771 | loss: 0.031183 | val_loss: 0.0311849 | Time: 1935.29 ms
[2021-01-22 06:39:32 main:574] : INFO : Epoch 1772 | loss: 0.0311847 | val_loss: 0.0311881 | Time: 1903.03 ms
[2021-01-22 06:39:34 main:574] : INFO : Epoch 1773 | loss: 0.0311838 | val_loss: 0.0311849 | Time: 1897.7 ms
[2021-01-22 06:39:36 main:574] : INFO : Epoch 1774 | loss: 0.031182 | val_loss: 0.0311841 | Time: 2025.72 ms
[2021-01-22 06:39:38 main:574] : INFO : Epoch 1775 | loss: 0.0311822 | val_loss: 0.0311849 | Time: 2109.99 ms
[2021-01-22 06:39:40 main:574] : INFO : Epoch 1776 | loss: 0.0311818 | val_loss: 0.0311842 | Time: 2059.8 ms
[2021-01-22 06:39:42 main:574] : INFO : Epoch 1777 | loss: 0.0311838 | val_loss: 0.0311874 | Time: 1866.49 ms
[2021-01-22 06:39:44 main:574] : INFO : Epoch 1778 | loss: 0.0311844 | val_loss: 0.0311867 | Time: 1892.48 ms
[2021-01-22 06:39:46 main:574] : INFO : Epoch 1779 | loss: 0.0311823 | val_loss: 0.0311865 | Time: 1909.49 ms
[2021-01-22 06:39:48 main:574] : INFO : Epoch 1780 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 1921.23 ms
[2021-01-22 06:39:50 main:574] : INFO : Epoch 1781 | loss: 0.0311842 | val_loss: 0.0311891 | Time: 1929.63 ms
[2021-01-22 06:39:51 main:574] : INFO : Epoch 1782 | loss: 0.0311856 | val_loss: 0.0311847 | Time: 1975.08 ms
[2021-01-22 06:39:53 main:574] : INFO : Epoch 1783 | loss: 0.0311816 | val_loss: 0.0311865 | Time: 1968.17 ms
[2021-01-22 06:39:55 main:574] : INFO : Epoch 1784 | loss: 0.0311826 | val_loss: 0.0311863 | Time: 1927.74 ms
[2021-01-22 06:39:57 main:574] : INFO : Epoch 1785 | loss: 0.031184 | val_loss: 0.0311869 | Time: 1908.41 ms
[2021-01-22 06:39:59 main:574] : INFO : Epoch 1786 | loss: 0.0311864 | val_loss: 0.0311912 | Time: 1991.68 ms
[2021-01-22 06:40:01 main:574] : INFO : Epoch 1787 | loss: 0.0311863 | val_loss: 0.031189 | Time: 1915.74 ms
[2021-01-22 06:40:03 main:574] : INFO : Epoch 1788 | loss: 0.0311829 | val_loss: 0.0311883 | Time: 1942.99 ms
[2021-01-22 06:40:05 main:574] : INFO : Epoch 1789 | loss: 0.031182 | val_loss: 0.0311853 | Time: 1979.2 ms
[2021-01-22 06:40:07 main:574] : INFO : Epoch 1790 | loss: 0.0311823 | val_loss: 0.031187 | Time: 2009.81 ms
[2021-01-22 06:40:09 main:574] : INFO : Epoch 1791 | loss: 0.0311822 | val_loss: 0.0311852 | Time: 1898.96 ms
[2021-01-22 06:40:11 main:574] : INFO : Epoch 1792 | loss: 0.0311854 | val_loss: 0.031187 | Time: 2029.55 ms
[2021-01-22 06:40:13 main:574] : INFO : Epoch 1793 | loss: 0.0311853 | val_loss: 0.0311886 | Time: 2080.88 ms
[2021-01-22 06:40:15 main:574] : INFO : Epoch 1794 | loss: 0.0311828 | val_loss: 0.0311862 | Time: 2008.93 ms
[2021-01-22 06:40:17 main:574] : INFO : Epoch 1795 | loss: 0.0311822 | val_loss: 0.031187 | Time: 1944.39 ms
[2021-01-22 06:40:19 main:574] : INFO : Epoch 1796 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 1976.14 ms
[2021-01-22 06:40:21 main:574] : INFO : Epoch 1797 | loss: 0.0311821 | val_loss: 0.031185 | Time: 1992.02 ms
[2021-01-22 06:40:23 main:574] : INFO : Epoch 1798 | loss: 0.0311831 | val_loss: 0.031186 | Time: 1889.01 ms
[2021-01-22 06:40:25 main:574] : INFO : Epoch 1799 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 1981.36 ms
[2021-01-22 06:40:27 main:574] : INFO : Epoch 1800 | loss: 0.0311825 | val_loss: 0.0311854 | Time: 2104.06 ms
[2021-01-22 06:40:29 main:574] : INFO : Epoch 1801 | loss: 0.031183 | val_loss: 0.0311859 | Time: 1890.78 ms
[2021-01-22 06:40:31 main:574] : INFO : Epoch 1802 | loss: 0.0311834 | val_loss: 0.0311861 | Time: 1907.49 ms
[2021-01-22 06:40:33 main:574] : INFO : Epoch 1803 | loss: 0.031181 | val_loss: 0.0311862 | Time: 1896.72 ms
[2021-01-22 06:40:35 main:574] : INFO : Epoch 1804 | loss: 0.0311818 | val_loss: 0.0311863 | Time: 1877.06 ms
[2021-01-22 06:40:37 main:574] : INFO : Epoch 1805 | loss: 0.031182 | val_loss: 0.0311848 | Time: 1893.21 ms
[2021-01-22 06:40:39 main:574] : INFO : Epoch 1806 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 1892.79 ms
[2021-01-22 06:40:41 main:574] : INFO : Epoch 1807 | loss: 0.0311827 | val_loss: 0.0311888 | Time: 1938.59 ms
[2021-01-22 06:40:43 main:574] : INFO : Epoch 1808 | loss: 0.0311829 | val_loss: 0.0311901 | Time: 1939.99 ms
[2021-01-22 06:40:45 main:574] : INFO : Epoch 1809 | loss: 0.0311841 | val_loss: 0.0311893 | Time: 1936.75 ms
[2021-01-22 06:40:47 main:574] : INFO : Epoch 1810 | loss: 0.0311872 | val_loss: 0.0311871 | Time: 2012.37 ms
[2021-01-22 06:40:48 main:574] : INFO : Epoch 1811 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 1912.32 ms
[2021-01-22 06:40:51 main:574] : INFO : Epoch 1812 | loss: 0.0311831 | val_loss: 0.0311918 | Time: 2007.02 ms
[2021-01-22 06:40:52 main:574] : INFO : Epoch 1813 | loss: 0.0311822 | val_loss: 0.0311871 | Time: 1923.5 ms
[2021-01-22 06:40:54 main:574] : INFO : Epoch 1814 | loss: 0.0311821 | val_loss: 0.0311892 | Time: 1965.06 ms
[2021-01-22 06:40:56 main:574] : INFO : Epoch 1815 | loss: 0.031183 | val_loss: 0.0311876 | Time: 1969.2 ms
[2021-01-22 06:40:58 main:574] : INFO : Epoch 1816 | loss: 0.0311863 | val_loss: 0.031194 | Time: 1936.28 ms
[2021-01-22 06:41:00 main:574] : INFO : Epoch 1817 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 2001.25 ms
[2021-01-22 06:41:02 main:574] : INFO : Epoch 1818 | loss: 0.0311833 | val_loss: 0.031193 | Time: 2031.51 ms
[2021-01-22 06:41:05 main:574] : INFO : Epoch 1819 | loss: 0.0311857 | val_loss: 0.0311932 | Time: 2147.2 ms
[2021-01-22 06:41:07 main:574] : INFO : Epoch 1820 | loss: 0.0311848 | val_loss: 0.0311894 | Time: 1947.12 ms
[2021-01-22 06:41:09 main:574] : INFO : Epoch 1821 | loss: 0.0311845 | val_loss: 0.0311914 | Time: 2033.44 ms
[2021-01-22 06:41:10 main:574] : INFO : Epoch 1822 | loss: 0.0311839 | val_loss: 0.0311911 | Time: 1874.56 ms
[2021-01-22 06:41:12 main:574] : INFO : Epoch 1823 | loss: 0.0311829 | val_loss: 0.0311878 | Time: 1903.81 ms
[2021-01-22 06:41:14 main:574] : INFO : Epoch 1824 | loss: 0.0311825 | val_loss: 0.0311895 | Time: 1921.13 ms
[2021-01-22 06:41:16 main:574] : INFO : Epoch 1825 | loss: 0.0311831 | val_loss: 0.0311937 | Time: 1875.57 ms
[2021-01-22 06:41:18 main:574] : INFO : Epoch 1826 | loss: 0.0311824 | val_loss: 0.0311887 | Time: 1962.34 ms
[2021-01-22 06:41:20 main:574] : INFO : Epoch 1827 | loss: 0.0311837 | val_loss: 0.0311867 | Time: 1874.1 ms
[2021-01-22 06:41:22 main:574] : INFO : Epoch 1828 | loss: 0.0311841 | val_loss: 0.0311886 | Time: 1897.39 ms
[2021-01-22 06:41:24 main:574] : INFO : Epoch 1829 | loss: 0.0311827 | val_loss: 0.0311876 | Time: 1935.32 ms
[2021-01-22 06:41:26 main:574] : INFO : Epoch 1830 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 1953.63 ms
[2021-01-22 06:41:28 main:574] : INFO : Epoch 1831 | loss: 0.0311815 | val_loss: 0.0311884 | Time: 1884.2 ms
[2021-01-22 06:41:30 main:574] : INFO : Epoch 1832 | loss: 0.0311819 | val_loss: 0.0311896 | Time: 2224.29 ms
[2021-01-22 06:41:32 main:574] : INFO : Epoch 1833 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 1905.26 ms
[2021-01-22 06:41:34 main:574] : INFO : Epoch 1834 | loss: 0.0311832 | val_loss: 0.0311879 | Time: 2027.95 ms
[2021-01-22 06:41:36 main:574] : INFO : Epoch 1835 | loss: 0.0311831 | val_loss: 0.0311881 | Time: 1981.11 ms
[2021-01-22 06:41:38 main:574] : INFO : Epoch 1836 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 1942.85 ms
[2021-01-22 06:41:40 main:574] : INFO : Epoch 1837 | loss: 0.0311834 | val_loss: 0.0311877 | Time: 2024.38 ms
[2021-01-22 06:41:42 main:574] : INFO : Epoch 1838 | loss: 0.0311846 | val_loss: 0.0311866 | Time: 1954.92 ms
[2021-01-22 06:41:44 main:574] : INFO : Epoch 1839 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 2043.3 ms
[2021-01-22 06:41:46 main:574] : INFO : Epoch 1840 | loss: 0.0311846 | val_loss: 0.0311886 | Time: 1912.52 ms
[2021-01-22 06:41:48 main:574] : INFO : Epoch 1841 | loss: 0.031184 | val_loss: 0.0311879 | Time: 1935.76 ms
[2021-01-22 06:41:50 main:574] : INFO : Epoch 1842 | loss: 0.0311832 | val_loss: 0.0311881 | Time: 1964.54 ms
[2021-01-22 06:41:52 main:574] : INFO : Epoch 1843 | loss: 0.0311847 | val_loss: 0.0311901 | Time: 2051.68 ms
[2021-01-22 06:41:54 main:574] : INFO : Epoch 1844 | loss: 0.0311837 | val_loss: 0.0311908 | Time: 1882.13 ms
[2021-01-22 06:41:56 main:574] : INFO : Epoch 1845 | loss: 0.0311843 | val_loss: 0.0311893 | Time: 1921.89 ms
[2021-01-22 06:41:58 main:574] : INFO : Epoch 1846 | loss: 0.0311836 | val_loss: 0.0311914 | Time: 1897.03 ms
[2021-01-22 06:42:00 main:574] : INFO : Epoch 1847 | loss: 0.0311833 | val_loss: 0.0311875 | Time: 1902.4 ms
[2021-01-22 06:42:02 main:574] : INFO : Epoch 1848 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 1966.22 ms
[2021-01-22 06:42:03 main:574] : INFO : Epoch 1849 | loss: 0.0311827 | val_loss: 0.0311861 | Time: 1897.8 ms
[2021-01-22 06:42:06 main:574] : INFO : Epoch 1850 | loss: 0.0311819 | val_loss: 0.0311864 | Time: 2100.05 ms
[2021-01-22 06:42:08 main:574] : INFO : Epoch 1851 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 2058.71 ms
[2021-01-22 06:42:10 main:574] : INFO : Epoch 1852 | loss: 0.0311828 | val_loss: 0.0311866 | Time: 1884.09 ms
[2021-01-22 06:42:11 main:574] : INFO : Epoch 1853 | loss: 0.0311816 | val_loss: 0.0311878 | Time: 1888.04 ms
[2021-01-22 06:42:13 main:574] : INFO : Epoch 1854 | loss: 0.031182 | val_loss: 0.031185 | Time: 1970.7 ms
[2021-01-22 06:42:15 main:574] : INFO : Epoch 1855 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 1922.41 ms
[2021-01-22 06:42:17 main:574] : INFO : Epoch 1856 | loss: 0.0311806 | val_loss: 0.0311861 | Time: 1882.2 ms
[2021-01-22 06:42:19 main:574] : INFO : Epoch 1857 | loss: 0.0311811 | val_loss: 0.0311857 | Time: 1945.67 ms
[2021-01-22 06:42:21 main:574] : INFO : Epoch 1858 | loss: 0.031181 | val_loss: 0.0311861 | Time: 1936.47 ms
[2021-01-22 06:42:23 main:574] : INFO : Epoch 1859 | loss: 0.0311833 | val_loss: 0.031185 | Time: 1952.38 ms
[2021-01-22 06:42:25 main:574] : INFO : Epoch 1860 | loss: 0.0311825 | val_loss: 0.0311861 | Time: 2121.48 ms
[2021-01-22 06:42:27 main:574] : INFO : Epoch 1861 | loss: 0.031182 | val_loss: 0.0311855 | Time: 1921.45 ms
[2021-01-22 06:42:29 main:574] : INFO : Epoch 1862 | loss: 0.0311844 | val_loss: 0.0311922 | Time: 2203.97 ms
[2021-01-22 06:42:31 main:574] : INFO : Epoch 1863 | loss: 0.0311835 | val_loss: 0.0311865 | Time: 1929.99 ms
[2021-01-22 06:42:33 main:574] : INFO : Epoch 1864 | loss: 0.0311811 | val_loss: 0.0311847 | Time: 1894.69 ms
[2021-01-22 06:42:35 main:574] : INFO : Epoch 1865 | loss: 0.0311811 | val_loss: 0.0311874 | Time: 1914.16 ms
[2021-01-22 06:42:37 main:574] : INFO : Epoch 1866 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 1974.3 ms
[2021-01-22 06:42:39 main:574] : INFO : Epoch 1867 | loss: 0.0311824 | val_loss: 0.0311845 | Time: 2046.17 ms
[2021-01-22 06:42:41 main:574] : INFO : Epoch 1868 | loss: 0.0311819 | val_loss: 0.0311862 | Time: 1893.54 ms
[2021-01-22 06:42:43 main:574] : INFO : Epoch 1869 | loss: 0.0311869 | val_loss: 0.0311877 | Time: 1937.13 ms
[2021-01-22 06:42:45 main:574] : INFO : Epoch 1870 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 1996.99 ms
[2021-01-22 06:42:47 main:574] : INFO : Epoch 1871 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 1958.36 ms
[2021-01-22 06:42:49 main:574] : INFO : Epoch 1872 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 2060.68 ms
[2021-01-22 06:42:51 main:574] : INFO : Epoch 1873 | loss: 0.0311816 | val_loss: 0.0311869 | Time: 1870.98 ms
[2021-01-22 06:42:53 main:574] : INFO : Epoch 1874 | loss: 0.0311821 | val_loss: 0.0311869 | Time: 1969.91 ms
[2021-01-22 06:42:55 main:574] : INFO : Epoch 1875 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 1932.55 ms
[2021-01-22 06:42:57 main:574] : INFO : Epoch 1876 | loss: 0.0311825 | val_loss: 0.0311914 | Time: 1886.06 ms
[2021-01-22 06:42:59 main:574] : INFO : Epoch 1877 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 1944.07 ms
[2021-01-22 06:43:01 main:574] : INFO : Epoch 1878 | loss: 0.0311828 | val_loss: 0.0311864 | Time: 1911.08 ms
[2021-01-22 06:43:03 main:574] : INFO : Epoch 1879 | loss: 0.0311829 | val_loss: 0.0311866 | Time: 1884.97 ms
[2021-01-22 06:43:05 main:574] : INFO : Epoch 1880 | loss: 0.0311826 | val_loss: 0.0311887 | Time: 1924 ms
[2021-01-22 06:43:07 main:574] : INFO : Epoch 1881 | loss: 0.0311835 | val_loss: 0.0311876 | Time: 1898.97 ms
[2021-01-22 06:43:09 main:574] : INFO : Epoch 1882 | loss: 0.0311825 | val_loss: 0.0311865 | Time: 2093.42 ms
[2021-01-22 06:43:11 main:574] : INFO : Epoch 1883 | loss: 0.0311836 | val_loss: 0.0311884 | Time: 2132.67 ms
[2021-01-22 06:43:13 main:574] : INFO : Epoch 1884 | loss: 0.0311844 | val_loss: 0.0311894 | Time: 1917.64 ms
[2021-01-22 06:43:15 main:574] : INFO : Epoch 1885 | loss: 0.0311839 | val_loss: 0.0311872 | Time: 1911.4 ms
[2021-01-22 06:43:17 main:574] : INFO : Epoch 1886 | loss: 0.0311838 | val_loss: 0.031188 | Time: 2101.64 ms
[2021-01-22 06:43:19 main:574] : INFO : Epoch 1887 | loss: 0.0311835 | val_loss: 0.0311867 | Time: 1917.45 ms
[2021-01-22 06:43:21 main:574] : INFO : Epoch 1888 | loss: 0.0311847 | val_loss: 0.0311871 | Time: 1967.87 ms
[2021-01-22 06:43:23 main:574] : INFO : Epoch 1889 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 1898.95 ms
[2021-01-22 06:43:25 main:574] : INFO : Epoch 1890 | loss: 0.0311848 | val_loss: 0.0311863 | Time: 1936.45 ms
[2021-01-22 06:43:26 main:574] : INFO : Epoch 1891 | loss: 0.0311836 | val_loss: 0.0311882 | Time: 1943.04 ms
[2021-01-22 06:43:28 main:574] : INFO : Epoch 1892 | loss: 0.031184 | val_loss: 0.0311889 | Time: 1871.31 ms
[2021-01-22 06:43:30 main:574] : INFO : Epoch 1893 | loss: 0.031187 | val_loss: 0.0311878 | Time: 2017.8 ms
[2021-01-22 06:43:32 main:574] : INFO : Epoch 1894 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 2026.56 ms
[2021-01-22 06:43:34 main:574] : INFO : Epoch 1895 | loss: 0.0311831 | val_loss: 0.0311898 | Time: 1966.92 ms
[2021-01-22 06:43:36 main:574] : INFO : Epoch 1896 | loss: 0.0311832 | val_loss: 0.0311863 | Time: 1982.32 ms
[2021-01-22 06:43:38 main:574] : INFO : Epoch 1897 | loss: 0.0311828 | val_loss: 0.0311887 | Time: 1911.55 ms
[2021-01-22 06:43:40 main:574] : INFO : Epoch 1898 | loss: 0.0311821 | val_loss: 0.0311881 | Time: 1890.9 ms
[2021-01-22 06:43:42 main:574] : INFO : Epoch 1899 | loss: 0.0311847 | val_loss: 0.0311875 | Time: 1972.62 ms
[2021-01-22 06:43:44 main:574] : INFO : Epoch 1900 | loss: 0.0311835 | val_loss: 0.0311907 | Time: 1910.58 ms
[2021-01-22 06:43:46 main:574] : INFO : Epoch 1901 | loss: 0.0311827 | val_loss: 0.0311873 | Time: 1899.74 ms
[2021-01-22 06:43:48 main:574] : INFO : Epoch 1902 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 1916.28 ms
[2021-01-22 06:43:50 main:574] : INFO : Epoch 1903 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 1921.35 ms
[2021-01-22 06:43:52 main:574] : INFO : Epoch 1904 | loss: 0.0311821 | val_loss: 0.0311867 | Time: 1988.83 ms
[2021-01-22 06:43:54 main:574] : INFO : Epoch 1905 | loss: 0.0311824 | val_loss: 0.0311887 | Time: 1883.58 ms
[2021-01-22 06:43:56 main:574] : INFO : Epoch 1906 | loss: 0.0311823 | val_loss: 0.0311885 | Time: 1936.4 ms
[2021-01-22 06:43:58 main:574] : INFO : Epoch 1907 | loss: 0.0311913 | val_loss: 0.0312201 | Time: 2008.12 ms
[2021-01-22 06:44:00 main:574] : INFO : Epoch 1908 | loss: 0.0327482 | val_loss: 0.0334167 | Time: 1950.18 ms
[2021-01-22 06:44:02 main:574] : INFO : Epoch 1909 | loss: 0.0407326 | val_loss: 0.0325872 | Time: 1929.98 ms
[2021-01-22 06:44:04 main:574] : INFO : Epoch 1910 | loss: 0.0319538 | val_loss: 0.0313208 | Time: 1920.54 ms
[2021-01-22 06:44:06 main:574] : INFO : Epoch 1911 | loss: 0.0313594 | val_loss: 0.0312424 | Time: 1969.43 ms
[2021-01-22 06:44:08 main:574] : INFO : Epoch 1912 | loss: 0.0312215 | val_loss: 0.0311991 | Time: 1986.62 ms
[2021-01-22 06:44:09 main:574] : INFO : Epoch 1913 | loss: 0.0311956 | val_loss: 0.0311908 | Time: 1905.64 ms
[2021-01-22 06:44:11 main:574] : INFO : Epoch 1914 | loss: 0.0311921 | val_loss: 0.0311883 | Time: 1902.68 ms
[2021-01-22 06:44:13 main:574] : INFO : Epoch 1915 | loss: 0.0311888 | val_loss: 0.031187 | Time: 1871.15 ms
[2021-01-22 06:44:15 main:574] : INFO : Epoch 1916 | loss: 0.0311878 | val_loss: 0.031186 | Time: 2017.78 ms
[2021-01-22 06:44:17 main:574] : INFO : Epoch 1917 | loss: 0.0311871 | val_loss: 0.0311869 | Time: 1901.87 ms
[2021-01-22 06:44:19 main:574] : INFO : Epoch 1918 | loss: 0.0311874 | val_loss: 0.0311858 | Time: 1897.48 ms
[2021-01-22 06:44:21 main:574] : INFO : Epoch 1919 | loss: 0.0311877 | val_loss: 0.0311868 | Time: 1946.33 ms
[2021-01-22 06:44:23 main:574] : INFO : Epoch 1920 | loss: 0.0311875 | val_loss: 0.0311862 | Time: 1901.7 ms
[2021-01-22 06:44:25 main:574] : INFO : Epoch 1921 | loss: 0.0311863 | val_loss: 0.0311864 | Time: 1928.2 ms
[2021-01-22 06:44:27 main:574] : INFO : Epoch 1922 | loss: 0.0311854 | val_loss: 0.0311855 | Time: 1914.78 ms
[2021-01-22 06:44:29 main:574] : INFO : Epoch 1923 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 1985.35 ms
[2021-01-22 06:44:31 main:574] : INFO : Epoch 1924 | loss: 0.0311851 | val_loss: 0.0311861 | Time: 1913.44 ms
[2021-01-22 06:44:33 main:574] : INFO : Epoch 1925 | loss: 0.0311853 | val_loss: 0.0311855 | Time: 1896.48 ms
[2021-01-22 06:44:35 main:574] : INFO : Epoch 1926 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 2134.29 ms
[2021-01-22 06:44:37 main:574] : INFO : Epoch 1927 | loss: 0.0311847 | val_loss: 0.0311857 | Time: 1938.94 ms
[2021-01-22 06:44:39 main:574] : INFO : Epoch 1928 | loss: 0.0311847 | val_loss: 0.031185 | Time: 1924.84 ms
[2021-01-22 06:44:41 main:574] : INFO : Epoch 1929 | loss: 0.031185 | val_loss: 0.0311862 | Time: 1982.51 ms
[2021-01-22 06:44:43 main:574] : INFO : Epoch 1930 | loss: 0.0311847 | val_loss: 0.0311856 | Time: 2064.14 ms
[2021-01-22 06:44:45 main:574] : INFO : Epoch 1931 | loss: 0.0311844 | val_loss: 0.031185 | Time: 1956.06 ms
[2021-01-22 06:44:47 main:574] : INFO : Epoch 1932 | loss: 0.031184 | val_loss: 0.0311851 | Time: 2019.7 ms
[2021-01-22 06:44:49 main:574] : INFO : Epoch 1933 | loss: 0.0311838 | val_loss: 0.0311854 | Time: 1984.72 ms
[2021-01-22 06:44:51 main:574] : INFO : Epoch 1934 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 2009.29 ms
[2021-01-22 06:44:53 main:574] : INFO : Epoch 1935 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 2031.88 ms
[2021-01-22 06:44:55 main:574] : INFO : Epoch 1936 | loss: 0.0311839 | val_loss: 0.0311865 | Time: 1955.3 ms
[2021-01-22 06:44:57 main:574] : INFO : Epoch 1937 | loss: 0.0311846 | val_loss: 0.0311873 | Time: 1888.19 ms
[2021-01-22 06:44:59 main:574] : INFO : Epoch 1938 | loss: 0.0311837 | val_loss: 0.0311857 | Time: 1966.5 ms
[2021-01-22 06:45:01 main:574] : INFO : Epoch 1939 | loss: 0.0311841 | val_loss: 0.0311892 | Time: 1948.28 ms
[2021-01-22 06:45:03 main:574] : INFO : Epoch 1940 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 1891.43 ms
[2021-01-22 06:45:05 main:574] : INFO : Epoch 1941 | loss: 0.0311833 | val_loss: 0.0311845 | Time: 1956.57 ms
[2021-01-22 06:45:06 main:574] : INFO : Epoch 1942 | loss: 0.0311824 | val_loss: 0.0311855 | Time: 1906.5 ms
[2021-01-22 06:45:08 main:574] : INFO : Epoch 1943 | loss: 0.0311828 | val_loss: 0.0311851 | Time: 1981.1 ms
[2021-01-22 06:45:10 main:574] : INFO : Epoch 1944 | loss: 0.0311831 | val_loss: 0.0311854 | Time: 1916.21 ms
[2021-01-22 06:45:12 main:574] : INFO : Epoch 1945 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 1873.71 ms
[2021-01-22 06:45:14 main:574] : INFO : Epoch 1946 | loss: 0.0311824 | val_loss: 0.0311858 | Time: 2015.15 ms
[2021-01-22 06:45:16 main:574] : INFO : Epoch 1947 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 1901.24 ms
[2021-01-22 06:45:18 main:574] : INFO : Epoch 1948 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 1910.35 ms
[2021-01-22 06:45:20 main:574] : INFO : Epoch 1949 | loss: 0.0311818 | val_loss: 0.0311846 | Time: 1949.24 ms
[2021-01-22 06:45:22 main:574] : INFO : Epoch 1950 | loss: 0.0311818 | val_loss: 0.0311845 | Time: 1940.54 ms
[2021-01-22 06:45:24 main:574] : INFO : Epoch 1951 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 1889.74 ms
[2021-01-22 06:45:26 main:574] : INFO : Epoch 1952 | loss: 0.0311814 | val_loss: 0.0311849 | Time: 1982.36 ms
[2021-01-22 06:45:28 main:574] : INFO : Epoch 1953 | loss: 0.0311813 | val_loss: 0.0311866 | Time: 1952.96 ms
[2021-01-22 06:45:30 main:574] : INFO : Epoch 1954 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 2104.83 ms
[2021-01-22 06:45:32 main:574] : INFO : Epoch 1955 | loss: 0.0311848 | val_loss: 0.0311831 | Time: 1912.35 ms
[2021-01-22 06:45:34 main:574] : INFO : Epoch 1956 | loss: 0.0311843 | val_loss: 0.0311824 | Time: 2064.95 ms
[2021-01-22 06:45:36 main:574] : INFO : Epoch 1957 | loss: 0.0311841 | val_loss: 0.0311821 | Time: 2096.08 ms
[2021-01-22 06:45:38 main:574] : INFO : Epoch 1958 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 1885.4 ms
[2021-01-22 06:45:40 main:574] : INFO : Epoch 1959 | loss: 0.0311825 | val_loss: 0.0311822 | Time: 2012.89 ms
[2021-01-22 06:45:42 main:574] : INFO : Epoch 1960 | loss: 0.0311829 | val_loss: 0.0311823 | Time: 1924.48 ms
[2021-01-22 06:45:44 main:574] : INFO : Epoch 1961 | loss: 0.0311828 | val_loss: 0.0311834 | Time: 1925.25 ms
[2021-01-22 06:45:46 main:574] : INFO : Epoch 1962 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 2073.94 ms
[2021-01-22 06:45:48 main:574] : INFO : Epoch 1963 | loss: 0.0311827 | val_loss: 0.0311816 | Time: 1887.22 ms
[2021-01-22 06:45:50 main:574] : INFO : Epoch 1964 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 1939.76 ms
[2021-01-22 06:45:52 main:574] : INFO : Epoch 1965 | loss: 0.0311816 | val_loss: 0.0311822 | Time: 1990.09 ms
[2021-01-22 06:45:54 main:574] : INFO : Epoch 1966 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 2059.14 ms
[2021-01-22 06:45:56 main:574] : INFO : Epoch 1967 | loss: 0.0311817 | val_loss: 0.0311816 | Time: 1936.24 ms
[2021-01-22 06:45:58 main:574] : INFO : Epoch 1968 | loss: 0.0311817 | val_loss: 0.0311824 | Time: 1871.95 ms
[2021-01-22 06:46:00 main:574] : INFO : Epoch 1969 | loss: 0.0311814 | val_loss: 0.0311816 | Time: 1919.89 ms
[2021-01-22 06:46:02 main:574] : INFO : Epoch 1970 | loss: 0.0311825 | val_loss: 0.0311818 | Time: 1918.4 ms
[2021-01-22 06:46:04 main:574] : INFO : Epoch 1971 | loss: 0.0311814 | val_loss: 0.0311814 | Time: 1991.86 ms
[2021-01-22 06:46:06 main:574] : INFO : Epoch 1972 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 1933.27 ms
[2021-01-22 06:46:08 main:574] : INFO : Epoch 1973 | loss: 0.0311808 | val_loss: 0.0311813 | Time: 1902.76 ms
[2021-01-22 06:46:10 main:574] : INFO : Epoch 1974 | loss: 0.0311803 | val_loss: 0.031181 | Time: 1986.5 ms
[2021-01-22 06:46:12 main:574] : INFO : Epoch 1975 | loss: 0.0311803 | val_loss: 0.0311812 | Time: 1884.26 ms
[2021-01-22 06:46:13 main:574] : INFO : Epoch 1976 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 1895.82 ms
[2021-01-22 06:46:15 main:574] : INFO : Epoch 1977 | loss: 0.0311799 | val_loss: 0.0311809 | Time: 1977.67 ms
[2021-01-22 06:46:17 main:574] : INFO : Epoch 1978 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 1937.4 ms
[2021-01-22 06:46:19 main:574] : INFO : Epoch 1979 | loss: 0.0311801 | val_loss: 0.0311805 | Time: 1908.57 ms
[2021-01-22 06:46:21 main:574] : INFO : Epoch 1980 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 1956.36 ms
[2021-01-22 06:46:23 main:574] : INFO : Epoch 1981 | loss: 0.0311808 | val_loss: 0.0311832 | Time: 1884.21 ms
[2021-01-22 06:46:25 main:574] : INFO : Epoch 1982 | loss: 0.0311836 | val_loss: 0.0311837 | Time: 1965.36 ms
[2021-01-22 06:46:27 main:574] : INFO : Epoch 1983 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 2025.77 ms
[2021-01-22 06:46:29 main:574] : INFO : Epoch 1984 | loss: 0.0311797 | val_loss: 0.0311812 | Time: 1917.97 ms
[2021-01-22 06:46:31 main:574] : INFO : Epoch 1985 | loss: 0.0311797 | val_loss: 0.0311811 | Time: 2102.99 ms
[2021-01-22 06:46:33 main:574] : INFO : Epoch 1986 | loss: 0.0311821 | val_loss: 0.0311809 | Time: 2085.71 ms
[2021-01-22 06:46:35 main:574] : INFO : Epoch 1987 | loss: 0.031181 | val_loss: 0.0311818 | Time: 1950.31 ms
[2021-01-22 06:46:37 main:574] : INFO : Epoch 1988 | loss: 0.0311806 | val_loss: 0.0311818 | Time: 1888.52 ms
[2021-01-22 06:46:39 main:574] : INFO : Epoch 1989 | loss: 0.0311806 | val_loss: 0.0311855 | Time: 1974.69 ms
[2021-01-22 06:46:41 main:574] : INFO : Epoch 1990 | loss: 0.03118 | val_loss: 0.0311811 | Time: 2036.78 ms
[2021-01-22 06:46:43 main:574] : INFO : Epoch 1991 | loss: 0.0311796 | val_loss: 0.0311807 | Time: 1929.73 ms
[2021-01-22 06:46:45 main:574] : INFO : Epoch 1992 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 1951.84 ms
[2021-01-22 06:46:47 main:574] : INFO : Epoch 1993 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 1916.57 ms
[2021-01-22 06:46:49 main:574] : INFO : Epoch 1994 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 2036.95 ms
[2021-01-22 06:46:51 main:574] : INFO : Epoch 1995 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 2019.16 ms
[2021-01-22 06:46:53 main:574] : INFO : Epoch 1996 | loss: 0.031179 | val_loss: 0.0311813 | Time: 1946.75 ms
[2021-01-22 06:46:55 main:574] : INFO : Epoch 1997 | loss: 0.0311791 | val_loss: 0.031181 | Time: 1947.71 ms
[2021-01-22 06:46:57 main:574] : INFO : Epoch 1998 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 1957.78 ms
[2021-01-22 06:46:59 main:574] : INFO : Epoch 1999 | loss: 0.0311788 | val_loss: 0.03118 | Time: 1898.68 ms
[2021-01-22 06:47:01 main:574] : INFO : Epoch 2000 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 1931.62 ms
[2021-01-22 06:47:03 main:574] : INFO : Epoch 2001 | loss: 0.0311797 | val_loss: 0.0311801 | Time: 2009.69 ms
[2021-01-22 06:47:05 main:574] : INFO : Epoch 2002 | loss: 0.031179 | val_loss: 0.0311822 | Time: 1924.23 ms
[2021-01-22 06:47:07 main:574] : INFO : Epoch 2003 | loss: 0.0311785 | val_loss: 0.031185 | Time: 1932.23 ms
[2021-01-22 06:47:09 main:574] : INFO : Epoch 2004 | loss: 0.0311817 | val_loss: 0.0311814 | Time: 1896.31 ms
[2021-01-22 06:47:11 main:574] : INFO : Epoch 2005 | loss: 0.0311811 | val_loss: 0.0311807 | Time: 1892.15 ms
[2021-01-22 06:47:13 main:574] : INFO : Epoch 2006 | loss: 0.031182 | val_loss: 0.0311809 | Time: 1888.93 ms
[2021-01-22 06:47:15 main:574] : INFO : Epoch 2007 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 1922.6 ms
[2021-01-22 06:47:17 main:574] : INFO : Epoch 2008 | loss: 0.031184 | val_loss: 0.031182 | Time: 1965.23 ms
[2021-01-22 06:47:19 main:574] : INFO : Epoch 2009 | loss: 0.0311826 | val_loss: 0.0311806 | Time: 1990.26 ms
[2021-01-22 06:47:21 main:574] : INFO : Epoch 2010 | loss: 0.0311815 | val_loss: 0.0311807 | Time: 1904.48 ms
[2021-01-22 06:47:23 main:574] : INFO : Epoch 2011 | loss: 0.031181 | val_loss: 0.0311803 | Time: 1923.91 ms
[2021-01-22 06:47:25 main:574] : INFO : Epoch 2012 | loss: 0.0311815 | val_loss: 0.0311808 | Time: 2055.55 ms
[2021-01-22 06:47:27 main:574] : INFO : Epoch 2013 | loss: 0.0311805 | val_loss: 0.031182 | Time: 1921.25 ms
[2021-01-22 06:47:29 main:574] : INFO : Epoch 2014 | loss: 0.0311807 | val_loss: 0.0311817 | Time: 2009.62 ms
[2021-01-22 06:47:31 main:574] : INFO : Epoch 2015 | loss: 0.0311807 | val_loss: 0.0311825 | Time: 1954.67 ms
[2021-01-22 06:47:33 main:574] : INFO : Epoch 2016 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 1907.52 ms
[2021-01-22 06:47:35 main:574] : INFO : Epoch 2017 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 1943.24 ms
[2021-01-22 06:47:36 main:574] : INFO : Epoch 2018 | loss: 0.0311795 | val_loss: 0.0311789 | Time: 1870.77 ms
[2021-01-22 06:47:38 main:574] : INFO : Epoch 2019 | loss: 0.0311808 | val_loss: 0.0311795 | Time: 1893.84 ms
[2021-01-22 06:47:40 main:574] : INFO : Epoch 2020 | loss: 0.0311797 | val_loss: 0.0311805 | Time: 1914.6 ms
[2021-01-22 06:47:42 main:574] : INFO : Epoch 2021 | loss: 0.03118 | val_loss: 0.0311814 | Time: 1976.75 ms
[2021-01-22 06:47:44 main:574] : INFO : Epoch 2022 | loss: 0.03118 | val_loss: 0.0311804 | Time: 2010.28 ms
[2021-01-22 06:47:46 main:574] : INFO : Epoch 2023 | loss: 0.031179 | val_loss: 0.0311797 | Time: 1938.61 ms
[2021-01-22 06:47:48 main:574] : INFO : Epoch 2024 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 1933.64 ms
[2021-01-22 06:47:50 main:574] : INFO : Epoch 2025 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 1895.71 ms
[2021-01-22 06:47:52 main:574] : INFO : Epoch 2026 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 1935.41 ms
[2021-01-22 06:47:54 main:574] : INFO : Epoch 2027 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 1921.45 ms
[2021-01-22 06:47:56 main:574] : INFO : Epoch 2028 | loss: 0.0311796 | val_loss: 0.0311797 | Time: 2055.08 ms
[2021-01-22 06:47:58 main:574] : INFO : Epoch 2029 | loss: 0.03118 | val_loss: 0.0311797 | Time: 1983.17 ms
[2021-01-22 06:48:00 main:574] : INFO : Epoch 2030 | loss: 0.031179 | val_loss: 0.0311795 | Time: 2116.81 ms
[2021-01-22 06:48:02 main:574] : INFO : Epoch 2031 | loss: 0.0311777 | val_loss: 0.0311776 | Time: 1907.85 ms
[2021-01-22 06:48:04 main:574] : INFO : Epoch 2032 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 1986.18 ms
[2021-01-22 06:48:06 main:574] : INFO : Epoch 2033 | loss: 0.0311782 | val_loss: 0.0311805 | Time: 1898.67 ms
[2021-01-22 06:48:08 main:574] : INFO : Epoch 2034 | loss: 0.0311798 | val_loss: 0.031181 | Time: 2071.89 ms
[2021-01-22 06:48:10 main:574] : INFO : Epoch 2035 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 1985.92 ms
[2021-01-22 06:48:12 main:574] : INFO : Epoch 2036 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 1893.85 ms
[2021-01-22 06:48:14 main:574] : INFO : Epoch 2037 | loss: 0.0311804 | val_loss: 0.031181 | Time: 1908.43 ms
[2021-01-22 06:48:16 main:574] : INFO : Epoch 2038 | loss: 0.03118 | val_loss: 0.031181 | Time: 2001.35 ms
[2021-01-22 06:48:18 main:574] : INFO : Epoch 2039 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 1992.08 ms
[2021-01-22 06:48:20 main:574] : INFO : Epoch 2040 | loss: 0.0311797 | val_loss: 0.0311812 | Time: 1922.58 ms
[2021-01-22 06:48:22 main:574] : INFO : Epoch 2041 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 1965.68 ms
[2021-01-22 06:48:24 main:574] : INFO : Epoch 2042 | loss: 0.0311794 | val_loss: 0.0311791 | Time: 1915.23 ms
[2021-01-22 06:48:26 main:574] : INFO : Epoch 2043 | loss: 0.0311792 | val_loss: 0.0311795 | Time: 2012.43 ms
[2021-01-22 06:48:28 main:574] : INFO : Epoch 2044 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 1968.74 ms
[2021-01-22 06:48:30 main:574] : INFO : Epoch 2045 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 1998.16 ms
[2021-01-22 06:48:32 main:574] : INFO : Epoch 2046 | loss: 0.031179 | val_loss: 0.0311804 | Time: 2073.35 ms
[2021-01-22 06:48:34 main:574] : INFO : Epoch 2047 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 1942.29 ms
[2021-01-22 06:48:36 main:574] : INFO : Epoch 2048 | loss: 0.0311776 | val_loss: 0.0311766 | Time: 2129.39 ms
[2021-01-22 06:48:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311766
[2021-01-22 06:48:36 main:603] : INFO : Saving end state to config to file
[2021-01-22 06:48:36 main:608] : INFO : Success, exiting..
06:48:36 (10484): 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)