Task 8536970
| Name | ParityModified-1634618747-23184-3_0 |
| Workunit | 6033586 |
| Created | 31 Oct 2021, 11:32:22 UTC |
| Sent | 1 Nov 2021, 11:42:53 UTC |
| Report deadline | 8 Nov 2021, 11:42:53 UTC |
| Received | 1 Nov 2021, 13:51:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 43 sec |
| CPU time | 1 hours 5 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> [2021-11-01 08:35:08 main:581] : INFO : Epoch 1538 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 1922.55 ms [2021-11-01 08:35:10 main:581] : INFO : Epoch 1539 | loss: 0.0312008 | val_loss: 0.031203 | Time: 1933.68 ms [2021-11-01 08:35:11 main:581] : INFO : Epoch 1540 | loss: 0.0312014 | val_loss: 0.0312013 | Time: 1937.11 ms [2021-11-01 08:35:13 main:581] : INFO : Epoch 1541 | loss: 0.031198 | val_loss: 0.0312001 | Time: 1932.8 ms [2021-11-01 08:35:15 main:581] : INFO : Epoch 1542 | loss: 0.0311974 | val_loss: 0.0312004 | Time: 1916.25 ms [2021-11-01 08:35:17 main:581] : INFO : Epoch 1543 | loss: 0.0311983 | val_loss: 0.0312023 | Time: 1881.65 ms [2021-11-01 08:35:19 main:581] : INFO : Epoch 1544 | loss: 0.0311965 | val_loss: 0.0311977 | Time: 1915.77 ms [2021-11-01 08:35:21 main:581] : INFO : Epoch 1545 | loss: 0.0311958 | val_loss: 0.0311969 | Time: 1894.23 ms [2021-11-01 08:35:23 main:581] : INFO : Epoch 1546 | loss: 0.0311962 | val_loss: 0.0311965 | Time: 1922.2 ms [2021-11-01 08:35:25 main:581] : INFO : Epoch 1547 | loss: 0.0311954 | val_loss: 0.0311967 | Time: 1916.28 ms [2021-11-01 08:35:27 main:581] : INFO : Epoch 1548 | loss: 0.031195 | val_loss: 0.0311982 | Time: 1907.37 ms [2021-11-01 08:35:29 main:581] : INFO : Epoch 1549 | loss: 0.0311946 | val_loss: 0.0311966 | Time: 1874.16 ms [2021-11-01 08:35:31 main:581] : INFO : Epoch 1550 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 1874.77 ms [2021-11-01 08:35:32 main:581] : INFO : Epoch 1551 | loss: 0.0311939 | val_loss: 0.0311967 | Time: 1914.7 ms [2021-11-01 08:35:34 main:581] : INFO : Epoch 1552 | loss: 0.0311934 | val_loss: 0.0311957 | Time: 1857.73 ms [2021-11-01 08:35:36 main:581] : INFO : Epoch 1553 | loss: 0.0311945 | val_loss: 0.0312004 | Time: 1912.43 ms [2021-11-01 08:35:38 main:581] : INFO : Epoch 1554 | loss: 0.0311938 | val_loss: 0.0311967 | Time: 1916.33 ms [2021-11-01 08:35:40 main:581] : INFO : Epoch 1555 | loss: 0.0311933 | val_loss: 0.0311969 | Time: 1887.84 ms [2021-11-01 08:35:42 main:581] : INFO : Epoch 1556 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 1892.72 ms [2021-11-01 08:35:44 main:581] : INFO : Epoch 1557 | loss: 0.0311951 | val_loss: 0.0311993 | Time: 1941.66 ms [2021-11-01 08:35:46 main:581] : INFO : Epoch 1558 | loss: 0.0311957 | val_loss: 0.0311956 | Time: 1935.31 ms [2021-11-01 08:35:48 main:581] : INFO : Epoch 1559 | loss: 0.0311952 | val_loss: 0.0311959 | Time: 1934.99 ms [2021-11-01 08:35:50 main:581] : INFO : Epoch 1560 | loss: 0.0311926 | val_loss: 0.0311934 | Time: 1950.72 ms [2021-11-01 08:35:52 main:581] : INFO : Epoch 1561 | loss: 0.0311912 | val_loss: 0.0311933 | Time: 1861.09 ms [2021-11-01 08:35:53 main:581] : INFO : Epoch 1562 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 1905.65 ms [2021-11-01 08:35:55 main:581] : INFO : Epoch 1563 | loss: 0.0311924 | val_loss: 0.031192 | Time: 1907.99 ms [2021-11-01 08:35:57 main:581] : INFO : Epoch 1564 | loss: 0.0311921 | val_loss: 0.0311919 | Time: 1912.6 ms [2021-11-01 08:35:59 main:581] : INFO : Epoch 1565 | loss: 0.0311935 | val_loss: 0.031191 | Time: 1925.09 ms [2021-11-01 08:36:01 main:581] : INFO : Epoch 1566 | loss: 0.0311904 | val_loss: 0.0311915 | Time: 1938.2 ms [2021-11-01 08:36:03 main:581] : INFO : Epoch 1567 | loss: 0.03119 | val_loss: 0.031192 | Time: 1923.2 ms [2021-11-01 08:36:05 main:581] : INFO : Epoch 1568 | loss: 0.0311893 | val_loss: 0.03119 | Time: 1919.01 ms [2021-11-01 08:36:07 main:581] : INFO : Epoch 1569 | loss: 0.0311879 | val_loss: 0.0311907 | Time: 1916.91 ms [2021-11-01 08:36:09 main:581] : INFO : Epoch 1570 | loss: 0.0311881 | val_loss: 0.0311916 | Time: 1938.34 ms [2021-11-01 08:36:11 main:581] : INFO : Epoch 1571 | loss: 0.0311876 | val_loss: 0.0311922 | Time: 1925.43 ms [2021-11-01 08:36:13 main:581] : INFO : Epoch 1572 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 1934.3 ms [2021-11-01 08:36:15 main:581] : INFO : Epoch 1573 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 1937 ms [2021-11-01 08:36:17 main:581] : INFO : Epoch 1574 | loss: 0.0311895 | val_loss: 0.0311912 | Time: 1924.79 ms [2021-11-01 08:36:18 main:581] : INFO : Epoch 1575 | loss: 0.0311892 | val_loss: 0.0311902 | Time: 1926.04 ms [2021-11-01 08:36:20 main:581] : INFO : Epoch 1576 | loss: 0.0311887 | val_loss: 0.031191 | Time: 1931.59 ms [2021-11-01 08:36:22 main:581] : INFO : Epoch 1577 | loss: 0.031188 | val_loss: 0.0311908 | Time: 1931.86 ms [2021-11-01 08:36:24 main:581] : INFO : Epoch 1578 | loss: 0.0311883 | val_loss: 0.0311914 | Time: 1946.94 ms [2021-11-01 08:36:26 main:581] : INFO : Epoch 1579 | loss: 0.0311882 | val_loss: 0.03119 | Time: 1952.86 ms [2021-11-01 08:36:28 main:581] : INFO : Epoch 1580 | loss: 0.0311882 | val_loss: 0.0311903 | Time: 1959.05 ms [2021-11-01 08:36:30 main:581] : INFO : Epoch 1581 | loss: 0.0311892 | val_loss: 0.0311913 | Time: 1959.58 ms [2021-11-01 08:36:32 main:581] : INFO : Epoch 1582 | loss: 0.0311897 | val_loss: 0.0311958 | Time: 1926.38 ms [2021-11-01 08:36:34 main:581] : INFO : Epoch 1583 | loss: 0.03119 | val_loss: 0.031191 | Time: 1922.63 ms [2021-11-01 08:36:36 main:581] : INFO : Epoch 1584 | loss: 0.0311891 | val_loss: 0.0311916 | Time: 1934.24 ms [2021-11-01 08:36:38 main:581] : INFO : Epoch 1585 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 1918.84 ms [2021-11-01 08:36:40 main:581] : INFO : Epoch 1586 | loss: 0.0311874 | val_loss: 0.0311901 | Time: 1908.75 ms [2021-11-01 08:36:42 main:581] : INFO : Epoch 1587 | loss: 0.0311874 | val_loss: 0.0311909 | Time: 1901.33 ms [2021-11-01 08:36:44 main:581] : INFO : Epoch 1588 | loss: 0.0311874 | val_loss: 0.0311893 | Time: 1912.96 ms [2021-11-01 08:36:45 main:581] : INFO : Epoch 1589 | loss: 0.0311882 | val_loss: 0.0311891 | Time: 1917.48 ms [2021-11-01 08:36:47 main:581] : INFO : Epoch 1590 | loss: 0.0311912 | val_loss: 0.0311983 | Time: 1920.72 ms [2021-11-01 08:36:49 main:581] : INFO : Epoch 1591 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 1928.37 ms [2021-11-01 08:36:51 main:581] : INFO : Epoch 1592 | loss: 0.031187 | val_loss: 0.0311889 | Time: 1940.34 ms [2021-11-01 08:36:53 main:581] : INFO : Epoch 1593 | loss: 0.0311858 | val_loss: 0.0311931 | Time: 1937.88 ms [2021-11-01 08:36:55 main:581] : INFO : Epoch 1594 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 1934.16 ms [2021-11-01 08:36:57 main:581] : INFO : Epoch 1595 | loss: 0.0311923 | val_loss: 0.0311967 | Time: 1940.17 ms [2021-11-01 08:36:59 main:581] : INFO : Epoch 1596 | loss: 0.0311882 | val_loss: 0.0311903 | Time: 1931.88 ms [2021-11-01 08:37:01 main:581] : INFO : Epoch 1597 | loss: 0.031186 | val_loss: 0.0311893 | Time: 1940.12 ms [2021-11-01 08:37:03 main:581] : INFO : Epoch 1598 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 1942.3 ms [2021-11-01 08:37:05 main:581] : INFO : Epoch 1599 | loss: 0.0311849 | val_loss: 0.0311905 | Time: 1932.2 ms [2021-11-01 08:37:07 main:581] : INFO : Epoch 1600 | loss: 0.031186 | val_loss: 0.0311885 | Time: 1936.88 ms [2021-11-01 08:37:09 main:581] : INFO : Epoch 1601 | loss: 0.0311835 | val_loss: 0.0311924 | Time: 1946.87 ms [2021-11-01 08:37:11 main:581] : INFO : Epoch 1602 | loss: 0.031183 | val_loss: 0.0311908 | Time: 1915.26 ms [2021-11-01 08:37:13 main:581] : INFO : Epoch 1603 | loss: 0.0311898 | val_loss: 0.0312006 | Time: 1947.57 ms [2021-11-01 08:37:15 main:581] : INFO : Epoch 1604 | loss: 0.0311855 | val_loss: 0.0311879 | Time: 1945.21 ms [2021-11-01 08:37:16 main:581] : INFO : Epoch 1605 | loss: 0.0311832 | val_loss: 0.0311929 | Time: 1949.29 ms [2021-11-01 08:37:18 main:581] : INFO : Epoch 1606 | loss: 0.0311836 | val_loss: 0.0311899 | Time: 1943.32 ms [2021-11-01 08:37:20 main:581] : INFO : Epoch 1607 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 1918.03 ms [2021-11-01 08:37:22 main:581] : INFO : Epoch 1608 | loss: 0.031183 | val_loss: 0.0311875 | Time: 1910.15 ms [2021-11-01 08:37:24 main:581] : INFO : Epoch 1609 | loss: 0.0311822 | val_loss: 0.031188 | Time: 1840.54 ms [2021-11-01 08:37:26 main:581] : INFO : Epoch 1610 | loss: 0.0311814 | val_loss: 0.0311873 | Time: 1898.98 ms [2021-11-01 08:37:28 main:581] : INFO : Epoch 1611 | loss: 0.0311821 | val_loss: 0.0311884 | Time: 1947.22 ms [2021-11-01 08:37:30 main:581] : INFO : Epoch 1612 | loss: 0.0311831 | val_loss: 0.031189 | Time: 1930.99 ms [2021-11-01 08:37:32 main:581] : INFO : Epoch 1613 | loss: 0.0311821 | val_loss: 0.031187 | Time: 1919.32 ms [2021-11-01 08:37:34 main:581] : INFO : Epoch 1614 | loss: 0.0311818 | val_loss: 0.0311917 | Time: 1862.67 ms [2021-11-01 08:37:36 main:581] : INFO : Epoch 1615 | loss: 0.0311834 | val_loss: 0.0311882 | Time: 1926.63 ms [2021-11-01 08:37:37 main:581] : INFO : Epoch 1616 | loss: 0.0311848 | val_loss: 0.0311881 | Time: 1907.96 ms [2021-11-01 08:37:39 main:581] : INFO : Epoch 1617 | loss: 0.0311811 | val_loss: 0.0311863 | Time: 1919.81 ms [2021-11-01 08:37:41 main:581] : INFO : Epoch 1618 | loss: 0.0311804 | val_loss: 0.0311877 | Time: 1933.01 ms [2021-11-01 08:37:43 main:581] : INFO : Epoch 1619 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 1904.79 ms [2021-11-01 08:37:45 main:581] : INFO : Epoch 1620 | loss: 0.0311837 | val_loss: 0.0311875 | Time: 1903.31 ms [2021-11-01 08:37:47 main:581] : INFO : Epoch 1621 | loss: 0.0311818 | val_loss: 0.0311884 | Time: 1902.53 ms [2021-11-01 08:37:49 main:581] : INFO : Epoch 1622 | loss: 0.0311823 | val_loss: 0.0311876 | Time: 1907.53 ms [2021-11-01 08:37:51 main:581] : INFO : Epoch 1623 | loss: 0.0311798 | val_loss: 0.0311872 | Time: 1927.02 ms [2021-11-01 08:37:53 main:581] : INFO : Epoch 1624 | loss: 0.0311807 | val_loss: 0.0311888 | Time: 1932.98 ms [2021-11-01 08:37:55 main:581] : INFO : Epoch 1625 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 1947.38 ms [2021-11-01 08:37:57 main:581] : INFO : Epoch 1626 | loss: 0.0311812 | val_loss: 0.0311916 | Time: 1936 ms [2021-11-01 08:37:59 main:581] : INFO : Epoch 1627 | loss: 0.0311804 | val_loss: 0.0311888 | Time: 1935.55 ms [2021-11-01 08:38:01 main:581] : INFO : Epoch 1628 | loss: 0.0311805 | val_loss: 0.0311861 | Time: 1866.49 ms [2021-11-01 08:38:02 main:581] : INFO : Epoch 1629 | loss: 0.0311787 | val_loss: 0.0311861 | Time: 1882.75 ms [2021-11-01 08:38:04 main:581] : INFO : Epoch 1630 | loss: 0.0311783 | val_loss: 0.0311887 | Time: 1867.58 ms [2021-11-01 08:38:06 main:581] : INFO : Epoch 1631 | loss: 0.0311816 | val_loss: 0.031187 | Time: 1856.51 ms [2021-11-01 08:38:08 main:581] : INFO : Epoch 1632 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 1868.71 ms [2021-11-01 08:38:10 main:581] : INFO : Epoch 1633 | loss: 0.0311823 | val_loss: 0.0311894 | Time: 1880.77 ms [2021-11-01 08:38:12 main:581] : INFO : Epoch 1634 | loss: 0.0311834 | val_loss: 0.0311901 | Time: 1890 ms [2021-11-01 08:38:14 main:581] : INFO : Epoch 1635 | loss: 0.0311823 | val_loss: 0.031191 | Time: 1933.07 ms [2021-11-01 08:38:16 main:581] : INFO : Epoch 1636 | loss: 0.0311819 | val_loss: 0.0311897 | Time: 1949.92 ms [2021-11-01 08:38:18 main:581] : INFO : Epoch 1637 | loss: 0.0311814 | val_loss: 0.031189 | Time: 1939.29 ms [2021-11-01 08:38:19 main:581] : INFO : Epoch 1638 | loss: 0.0311812 | val_loss: 0.0311929 | Time: 1916.35 ms [2021-11-01 08:38:21 main:581] : INFO : Epoch 1639 | loss: 0.0311814 | val_loss: 0.0311884 | Time: 1924.46 ms [2021-11-01 08:38:23 main:581] : INFO : Epoch 1640 | loss: 0.0311798 | val_loss: 0.031189 | Time: 1938.35 ms [2021-11-01 08:38:25 main:581] : INFO : Epoch 1641 | loss: 0.0311807 | val_loss: 0.0311913 | Time: 1935.19 ms [2021-11-01 08:38:27 main:581] : INFO : Epoch 1642 | loss: 0.0311837 | val_loss: 0.0311881 | Time: 1947.73 ms [2021-11-01 08:38:29 main:581] : INFO : Epoch 1643 | loss: 0.0311817 | val_loss: 0.03119 | Time: 1956.93 ms [2021-11-01 08:38:31 main:581] : INFO : Epoch 1644 | loss: 0.0311806 | val_loss: 0.0311892 | Time: 1955.17 ms [2021-11-01 08:38:33 main:581] : INFO : Epoch 1645 | loss: 0.0311801 | val_loss: 0.0311895 | Time: 1942.87 ms [2021-11-01 08:38:35 main:581] : INFO : Epoch 1646 | loss: 0.0311813 | val_loss: 0.031188 | Time: 1932.56 ms [2021-11-01 08:38:37 main:581] : INFO : Epoch 1647 | loss: 0.0311818 | val_loss: 0.0311897 | Time: 1932.19 ms [2021-11-01 08:38:39 main:581] : INFO : Epoch 1648 | loss: 0.031185 | val_loss: 0.0311915 | Time: 1955.86 ms [2021-11-01 08:38:41 main:581] : INFO : Epoch 1649 | loss: 0.0311845 | val_loss: 0.0311884 | Time: 1910.51 ms [2021-11-01 08:38:43 main:581] : INFO : Epoch 1650 | loss: 0.0311795 | val_loss: 0.0311879 | Time: 1922.88 ms [2021-11-01 08:38:45 main:581] : INFO : Epoch 1651 | loss: 0.0311785 | val_loss: 0.031187 | Time: 1935.01 ms [2021-11-01 08:38:47 main:581] : INFO : Epoch 1652 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 1930.51 ms [2021-11-01 08:38:49 main:581] : INFO : Epoch 1653 | loss: 0.0311796 | val_loss: 0.0311881 | Time: 1933.41 ms [2021-11-01 08:38:50 main:581] : INFO : Epoch 1654 | loss: 0.0311812 | val_loss: 0.0311868 | Time: 1933.38 ms [2021-11-01 08:38:52 main:581] : INFO : Epoch 1655 | loss: 0.0311829 | val_loss: 0.0311872 | Time: 1933.47 ms [2021-11-01 08:38:54 main:581] : INFO : Epoch 1656 | loss: 0.0311826 | val_loss: 0.0311864 | Time: 1922.94 ms [2021-11-01 08:38:56 main:581] : INFO : Epoch 1657 | loss: 0.0311812 | val_loss: 0.0311914 | Time: 1910.11 ms [2021-11-01 08:38:58 main:581] : INFO : Epoch 1658 | loss: 0.0311798 | val_loss: 0.0311851 | Time: 1910.78 ms [2021-11-01 08:39:00 main:581] : INFO : Epoch 1659 | loss: 0.0311818 | val_loss: 0.0311866 | Time: 1913.54 ms [2021-11-01 08:39:02 main:581] : INFO : Epoch 1660 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 1927.82 ms [2021-11-01 08:39:04 main:581] : INFO : Epoch 1661 | loss: 0.0311825 | val_loss: 0.0311936 | Time: 1926.61 ms [2021-11-01 08:39:06 main:581] : INFO : Epoch 1662 | loss: 0.0311873 | val_loss: 0.0311886 | Time: 1914.78 ms [2021-11-01 08:39:08 main:581] : INFO : Epoch 1663 | loss: 0.0311854 | val_loss: 0.031189 | Time: 1908.67 ms [2021-11-01 08:39:10 main:581] : INFO : Epoch 1664 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 1901.02 ms [2021-11-01 08:39:12 main:581] : INFO : Epoch 1665 | loss: 0.0311843 | val_loss: 0.031189 | Time: 1917.78 ms [2021-11-01 08:39:13 main:581] : INFO : Epoch 1666 | loss: 0.0311831 | val_loss: 0.0311851 | Time: 1924.53 ms [2021-11-01 08:39:15 main:581] : INFO : Epoch 1667 | loss: 0.031181 | val_loss: 0.0311848 | Time: 1930.26 ms [2021-11-01 08:39:17 main:581] : INFO : Epoch 1668 | loss: 0.03118 | val_loss: 0.0311861 | Time: 1939.54 ms [2021-11-01 08:39:19 main:581] : INFO : Epoch 1669 | loss: 0.0311806 | val_loss: 0.0311861 | Time: 1926.41 ms [2021-11-01 08:39:21 main:581] : INFO : Epoch 1670 | loss: 0.0311806 | val_loss: 0.0311901 | Time: 1934.52 ms [2021-11-01 08:39:23 main:581] : INFO : Epoch 1671 | loss: 0.0311792 | val_loss: 0.0311866 | Time: 1907.49 ms [2021-11-01 08:39:25 main:581] : INFO : Epoch 1672 | loss: 0.0311794 | val_loss: 0.03119 | Time: 1924.24 ms [2021-11-01 08:39:27 main:581] : INFO : Epoch 1673 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 1932.48 ms [2021-11-01 08:39:29 main:581] : INFO : Epoch 1674 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 1942.89 ms [2021-11-01 08:39:31 main:581] : INFO : Epoch 1675 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 1932.5 ms [2021-11-01 08:39:33 main:581] : INFO : Epoch 1676 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 1932.15 ms [2021-11-01 08:39:35 main:581] : INFO : Epoch 1677 | loss: 0.0311828 | val_loss: 0.0311893 | Time: 1940.04 ms [2021-11-01 08:39:37 main:581] : INFO : Epoch 1678 | loss: 0.031182 | val_loss: 0.0311874 | Time: 1955.99 ms [2021-11-01 08:39:39 main:581] : INFO : Epoch 1679 | loss: 0.031184 | val_loss: 0.0311952 | Time: 1957.1 ms [2021-11-01 08:39:41 main:581] : INFO : Epoch 1680 | loss: 0.0311823 | val_loss: 0.0311957 | Time: 1936 ms [2021-11-01 08:39:43 main:581] : INFO : Epoch 1681 | loss: 0.0311804 | val_loss: 0.0311908 | Time: 1914.06 ms [2021-11-01 08:39:44 main:581] : INFO : Epoch 1682 | loss: 0.0311801 | val_loss: 0.031192 | Time: 1915.27 ms [2021-11-01 08:39:46 main:581] : INFO : Epoch 1683 | loss: 0.0311828 | val_loss: 0.0311928 | Time: 1918.15 ms [2021-11-01 08:39:48 main:581] : INFO : Epoch 1684 | loss: 0.0311841 | val_loss: 0.0311913 | Time: 1916.72 ms [2021-11-01 08:39:50 main:581] : INFO : Epoch 1685 | loss: 0.0311879 | val_loss: 0.0311936 | Time: 1922.43 ms [2021-11-01 08:39:52 main:581] : INFO : Epoch 1686 | loss: 0.0311851 | val_loss: 0.0311904 | Time: 1922.47 ms [2021-11-01 08:39:54 main:581] : INFO : Epoch 1687 | loss: 0.0311835 | val_loss: 0.0311899 | Time: 1921.52 ms [2021-11-01 08:39:56 main:581] : INFO : Epoch 1688 | loss: 0.0311813 | val_loss: 0.0311905 | Time: 1913.91 ms [2021-11-01 08:39:58 main:581] : INFO : Epoch 1689 | loss: 0.0311819 | val_loss: 0.0311894 | Time: 1912.17 ms [2021-11-01 08:40:00 main:581] : INFO : Epoch 1690 | loss: 0.0311808 | val_loss: 0.0311878 | Time: 1927.15 ms [2021-11-01 08:40:02 main:581] : INFO : Epoch 1691 | loss: 0.0311791 | val_loss: 0.0311854 | Time: 1913.89 ms [2021-11-01 08:40:04 main:581] : INFO : Epoch 1692 | loss: 0.031179 | val_loss: 0.0311859 | Time: 1918.96 ms [2021-11-01 08:40:06 main:581] : INFO : Epoch 1693 | loss: 0.0311789 | val_loss: 0.0311878 | Time: 1926.67 ms [2021-11-01 08:40:07 main:581] : INFO : Epoch 1694 | loss: 0.031179 | val_loss: 0.0311857 | Time: 1899.74 ms [2021-11-01 08:40:09 main:581] : INFO : Epoch 1695 | loss: 0.0311799 | val_loss: 0.0311865 | Time: 1895.65 ms [2021-11-01 08:40:11 main:581] : INFO : Epoch 1696 | loss: 0.0311786 | val_loss: 0.0311862 | Time: 1904.78 ms [2021-11-01 08:40:13 main:581] : INFO : Epoch 1697 | loss: 0.0311778 | val_loss: 0.0311858 | Time: 1901.2 ms [2021-11-01 08:40:15 main:581] : INFO : Epoch 1698 | loss: 0.031178 | val_loss: 0.0311864 | Time: 1882.9 ms [2021-11-01 08:40:17 main:581] : INFO : Epoch 1699 | loss: 0.0311788 | val_loss: 0.031187 | Time: 1927.03 ms [2021-11-01 08:40:19 main:581] : INFO : Epoch 1700 | loss: 0.0311789 | val_loss: 0.0311869 | Time: 1934.42 ms [2021-11-01 08:40:21 main:581] : INFO : Epoch 1701 | loss: 0.0311774 | val_loss: 0.0311898 | Time: 1939.79 ms [2021-11-01 08:40:23 main:581] : INFO : Epoch 1702 | loss: 0.031181 | val_loss: 0.03119 | Time: 1909.8 ms [2021-11-01 08:40:25 main:581] : INFO : Epoch 1703 | loss: 0.031182 | val_loss: 0.0311886 | Time: 1925.13 ms [2021-11-01 08:40:27 main:581] : INFO : Epoch 1704 | loss: 0.0311814 | val_loss: 0.0311881 | Time: 1925.26 ms [2021-11-01 08:40:29 main:581] : INFO : Epoch 1705 | loss: 0.0311802 | val_loss: 0.0311891 | Time: 1929.97 ms [2021-11-01 08:40:30 main:581] : INFO : Epoch 1706 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 1941.62 ms [2021-11-01 08:40:32 main:581] : INFO : Epoch 1707 | loss: 0.0311825 | val_loss: 0.0311887 | Time: 1919.87 ms [2021-11-01 08:40:34 main:581] : INFO : Epoch 1708 | loss: 0.0311806 | val_loss: 0.0311897 | Time: 1886.47 ms [2021-11-01 08:40:36 main:581] : INFO : Epoch 1709 | loss: 0.0311821 | val_loss: 0.031188 | Time: 1928.15 ms [2021-11-01 08:40:38 main:581] : INFO : Epoch 1710 | loss: 0.0311804 | val_loss: 0.0311867 | Time: 1927.62 ms [2021-11-01 08:40:40 main:581] : INFO : Epoch 1711 | loss: 0.0311778 | val_loss: 0.031186 | Time: 1928.49 ms [2021-11-01 08:40:42 main:581] : INFO : Epoch 1712 | loss: 0.031178 | val_loss: 0.0311841 | Time: 1918.25 ms [2021-11-01 08:40:44 main:581] : INFO : Epoch 1713 | loss: 0.0311765 | val_loss: 0.031183 | Time: 1923.72 ms [2021-11-01 08:40:46 main:581] : INFO : Epoch 1714 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 1924.68 ms [2021-11-01 08:40:48 main:581] : INFO : Epoch 1715 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 1929.31 ms [2021-11-01 08:40:50 main:581] : INFO : Epoch 1716 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 1926.41 ms [2021-11-01 08:40:52 main:581] : INFO : Epoch 1717 | loss: 0.031175 | val_loss: 0.0311871 | Time: 1912.42 ms [2021-11-01 08:40:53 main:581] : INFO : Epoch 1718 | loss: 0.0311755 | val_loss: 0.0311847 | Time: 1912.73 ms [2021-11-01 08:40:55 main:581] : INFO : Epoch 1719 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 1918 ms [2021-11-01 08:40:57 main:581] : INFO : Epoch 1720 | loss: 0.0311777 | val_loss: 0.031185 | Time: 1910.72 ms [2021-11-01 08:40:59 main:581] : INFO : Epoch 1721 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 1923.09 ms [2021-11-01 08:41:01 main:581] : INFO : Epoch 1722 | loss: 0.0311761 | val_loss: 0.0311853 | Time: 1923.96 ms [2021-11-01 08:41:03 main:581] : INFO : Epoch 1723 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 1912.85 ms [2021-11-01 08:41:05 main:581] : INFO : Epoch 1724 | loss: 0.031176 | val_loss: 0.0311857 | Time: 1912.85 ms [2021-11-01 08:41:07 main:581] : INFO : Epoch 1725 | loss: 0.0311746 | val_loss: 0.0311845 | Time: 1914.31 ms [2021-11-01 08:41:09 main:581] : INFO : Epoch 1726 | loss: 0.0311777 | val_loss: 0.0311884 | Time: 1919.26 ms [2021-11-01 08:41:11 main:581] : INFO : Epoch 1727 | loss: 0.0311738 | val_loss: 0.0311829 | Time: 1928.81 ms [2021-11-01 08:41:13 main:581] : INFO : Epoch 1728 | loss: 0.0311737 | val_loss: 0.0311853 | Time: 1935.18 ms [2021-11-01 08:41:15 main:581] : INFO : Epoch 1729 | loss: 0.0311765 | val_loss: 0.0311832 | Time: 1925.82 ms [2021-11-01 08:41:17 main:581] : INFO : Epoch 1730 | loss: 0.0311763 | val_loss: 0.0311855 | Time: 1922.87 ms [2021-11-01 08:41:18 main:581] : INFO : Epoch 1731 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 1926.35 ms [2021-11-01 08:41:20 main:581] : INFO : Epoch 1732 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 1918.26 ms [2021-11-01 08:41:22 main:581] : INFO : Epoch 1733 | loss: 0.0311744 | val_loss: 0.0311838 | Time: 1922.25 ms [2021-11-01 08:41:24 main:581] : INFO : Epoch 1734 | loss: 0.0311756 | val_loss: 0.0311855 | Time: 1953.84 ms [2021-11-01 08:41:26 main:581] : INFO : Epoch 1735 | loss: 0.0311781 | val_loss: 0.0311879 | Time: 1928.2 ms [2021-11-01 08:41:28 main:581] : INFO : Epoch 1736 | loss: 0.0311819 | val_loss: 0.0311932 | Time: 1935.18 ms [2021-11-01 08:41:30 main:581] : INFO : Epoch 1737 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 1927.06 ms [2021-11-01 08:41:32 main:581] : INFO : Epoch 1738 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 1921.75 ms [2021-11-01 08:41:34 main:581] : INFO : Epoch 1739 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 1927.21 ms [2021-11-01 08:41:36 main:581] : INFO : Epoch 1740 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 1914.1 ms [2021-11-01 08:41:38 main:581] : INFO : Epoch 1741 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 1917.68 ms [2021-11-01 08:41:40 main:581] : INFO : Epoch 1742 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 1930.64 ms [2021-11-01 08:41:42 main:581] : INFO : Epoch 1743 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 1926.62 ms [2021-11-01 08:41:44 main:581] : INFO : Epoch 1744 | loss: 0.0311773 | val_loss: 0.0311918 | Time: 1928.41 ms [2021-11-01 08:41:45 main:581] : INFO : Epoch 1745 | loss: 0.0311833 | val_loss: 0.0311879 | Time: 1941.28 ms [2021-11-01 08:41:47 main:581] : INFO : Epoch 1746 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 1923.89 ms [2021-11-01 08:41:49 main:581] : INFO : Epoch 1747 | loss: 0.031178 | val_loss: 0.0311857 | Time: 1953.55 ms [2021-11-01 08:41:51 main:581] : INFO : Epoch 1748 | loss: 0.0311753 | val_loss: 0.0311876 | Time: 1949.57 ms [2021-11-01 08:41:53 main:581] : INFO : Epoch 1749 | loss: 0.0311767 | val_loss: 0.0311832 | Time: 1932.26 ms [2021-11-01 08:41:55 main:581] : INFO : Epoch 1750 | loss: 0.0311739 | val_loss: 0.0311841 | Time: 1931.67 ms [2021-11-01 08:41:57 main:581] : INFO : Epoch 1751 | loss: 0.0311728 | val_loss: 0.0311837 | Time: 1923.93 ms [2021-11-01 08:41:59 main:581] : INFO : Epoch 1752 | loss: 0.0311739 | val_loss: 0.0311828 | Time: 1917.65 ms [2021-11-01 08:42:01 main:581] : INFO : Epoch 1753 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 1917 ms [2021-11-01 08:42:03 main:581] : INFO : Epoch 1754 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 1911.61 ms [2021-11-01 08:42:05 main:581] : INFO : Epoch 1755 | loss: 0.0311715 | val_loss: 0.0311798 | Time: 1918.44 ms [2021-11-01 08:42:07 main:581] : INFO : Epoch 1756 | loss: 0.0311727 | val_loss: 0.0311876 | Time: 1910.76 ms [2021-11-01 08:42:09 main:581] : INFO : Epoch 1757 | loss: 0.0311736 | val_loss: 0.031181 | Time: 1926.55 ms [2021-11-01 08:42:11 main:581] : INFO : Epoch 1758 | loss: 0.0311784 | val_loss: 0.0311829 | Time: 1926.21 ms [2021-11-01 08:42:12 main:581] : INFO : Epoch 1759 | loss: 0.0311783 | val_loss: 0.0311807 | Time: 1924.81 ms [2021-11-01 08:42:14 main:581] : INFO : Epoch 1760 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1934.37 ms [2021-11-01 08:42:16 main:581] : INFO : Epoch 1761 | loss: 0.031176 | val_loss: 0.03118 | Time: 1927.73 ms [2021-11-01 08:42:18 main:581] : INFO : Epoch 1762 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 1954.53 ms [2021-11-01 08:42:20 main:581] : INFO : Epoch 1763 | loss: 0.0311751 | val_loss: 0.0311825 | Time: 1956.39 ms [2021-11-01 08:42:22 main:581] : INFO : Epoch 1764 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 1955.73 ms [2021-11-01 08:42:24 main:581] : INFO : Epoch 1765 | loss: 0.0311773 | val_loss: 0.0311804 | Time: 1955.88 ms [2021-11-01 08:42:26 main:581] : INFO : Epoch 1766 | loss: 0.0311752 | val_loss: 0.03118 | Time: 1928.03 ms [2021-11-01 08:42:28 main:581] : INFO : Epoch 1767 | loss: 0.031176 | val_loss: 0.0311804 | Time: 1945.96 ms [2021-11-01 08:42:30 main:581] : INFO : Epoch 1768 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 1918.01 ms [2021-11-01 08:42:32 main:581] : INFO : Epoch 1769 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 1920.68 ms [2021-11-01 08:42:34 main:581] : INFO : Epoch 1770 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 1911.51 ms [2021-11-01 08:42:36 main:581] : INFO : Epoch 1771 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 1945.86 ms [2021-11-01 08:42:38 main:581] : INFO : Epoch 1772 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 1908.54 ms [2021-11-01 08:42:40 main:581] : INFO : Epoch 1773 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 1912.29 ms [2021-11-01 08:42:41 main:581] : INFO : Epoch 1774 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 1917.65 ms [2021-11-01 08:42:43 main:581] : INFO : Epoch 1775 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 1929.9 ms [2021-11-01 08:42:45 main:581] : INFO : Epoch 1776 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 1935.81 ms [2021-11-01 08:42:47 main:581] : INFO : Epoch 1777 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 1922.08 ms [2021-11-01 08:42:49 main:581] : INFO : Epoch 1778 | loss: 0.0311707 | val_loss: 0.0311779 | Time: 1917.1 ms [2021-11-01 08:42:51 main:581] : INFO : Epoch 1779 | loss: 0.0311701 | val_loss: 0.0311804 | Time: 1915.8 ms [2021-11-01 08:42:53 main:581] : INFO : Epoch 1780 | loss: 0.0311725 | val_loss: 0.0311845 | Time: 1931.28 ms [2021-11-01 08:42:55 main:581] : INFO : Epoch 1781 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 1926.49 ms [2021-11-01 08:42:57 main:581] : INFO : Epoch 1782 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 1934.6 ms [2021-11-01 08:42:59 main:581] : INFO : Epoch 1783 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 1921.52 ms [2021-11-01 08:43:01 main:581] : INFO : Epoch 1784 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 1923.13 ms [2021-11-01 08:43:03 main:581] : INFO : Epoch 1785 | loss: 0.031171 | val_loss: 0.0311803 | Time: 1925.83 ms [2021-11-01 08:43:05 main:581] : INFO : Epoch 1786 | loss: 0.0311728 | val_loss: 0.0311841 | Time: 1929.84 ms [2021-11-01 08:43:06 main:581] : INFO : Epoch 1787 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 1937.5 ms [2021-11-01 08:43:08 main:581] : INFO : Epoch 1788 | loss: 0.03117 | val_loss: 0.0311776 | Time: 1940.2 ms [2021-11-01 08:43:10 main:581] : INFO : Epoch 1789 | loss: 0.0311696 | val_loss: 0.0311782 | Time: 1923.78 ms [2021-11-01 08:43:12 main:581] : INFO : Epoch 1790 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 1907.58 ms [2021-11-01 08:43:14 main:581] : INFO : Epoch 1791 | loss: 0.0311695 | val_loss: 0.0311813 | Time: 1912.29 ms [2021-11-01 08:43:16 main:581] : INFO : Epoch 1792 | loss: 0.0311713 | val_loss: 0.0311812 | Time: 1932.16 ms [2021-11-01 08:43:18 main:581] : INFO : Epoch 1793 | loss: 0.0311744 | val_loss: 0.03118 | Time: 1907.35 ms [2021-11-01 08:43:20 main:581] : INFO : Epoch 1794 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 1947.08 ms [2021-11-01 08:43:22 main:581] : INFO : Epoch 1795 | loss: 0.0311773 | val_loss: 0.03119 | Time: 1933.57 ms [2021-11-01 08:43:24 main:581] : INFO : Epoch 1796 | loss: 0.0311793 | val_loss: 0.031184 | Time: 1948.24 ms [2021-11-01 08:43:26 main:581] : INFO : Epoch 1797 | loss: 0.0311778 | val_loss: 0.0311895 | Time: 1923.8 ms [2021-11-01 08:43:28 main:581] : INFO : Epoch 1798 | loss: 0.0311829 | val_loss: 0.0311865 | Time: 1926.81 ms [2021-11-01 08:43:30 main:581] : INFO : Epoch 1799 | loss: 0.031184 | val_loss: 0.0311956 | Time: 1931.76 ms [2021-11-01 08:43:32 main:581] : INFO : Epoch 1800 | loss: 0.0311922 | val_loss: 0.0311886 | Time: 1925.04 ms [2021-11-01 08:43:33 main:581] : INFO : Epoch 1801 | loss: 0.031191 | val_loss: 0.0311874 | Time: 1917.75 ms [2021-11-01 08:43:35 main:581] : INFO : Epoch 1802 | loss: 0.03119 | val_loss: 0.0311857 | Time: 1928.3 ms [2021-11-01 08:43:37 main:581] : INFO : Epoch 1803 | loss: 0.0311904 | val_loss: 0.0311908 | Time: 1919.53 ms [2021-11-01 08:43:39 main:581] : INFO : Epoch 1804 | loss: 0.0311901 | val_loss: 0.0311856 | Time: 1922.36 ms [2021-11-01 08:43:41 main:581] : INFO : Epoch 1805 | loss: 0.0311872 | val_loss: 0.0311865 | Time: 1917.97 ms [2021-11-01 08:43:43 main:581] : INFO : Epoch 1806 | loss: 0.0311879 | val_loss: 0.031184 | Time: 1945.27 ms [2021-11-01 08:43:45 main:581] : INFO : Epoch 1807 | loss: 0.0311872 | val_loss: 0.031183 | Time: 1909.65 ms [2021-11-01 08:43:47 main:581] : INFO : Epoch 1808 | loss: 0.031187 | val_loss: 0.0311866 | Time: 1914.02 ms [2021-11-01 08:43:49 main:581] : INFO : Epoch 1809 | loss: 0.0311905 | val_loss: 0.0311873 | Time: 1928.72 ms [2021-11-01 08:43:51 main:581] : INFO : Epoch 1810 | loss: 0.0312081 | val_loss: 0.0312088 | Time: 1941.54 ms [2021-11-01 08:43:53 main:581] : INFO : Epoch 1811 | loss: 0.0312115 | val_loss: 0.031214 | Time: 1924.01 ms [2021-11-01 08:43:55 main:581] : INFO : Epoch 1812 | loss: 0.0312263 | val_loss: 0.0312277 | Time: 1937.75 ms [2021-11-01 08:43:57 main:581] : INFO : Epoch 1813 | loss: 0.031243 | val_loss: 0.0312494 | Time: 1931.09 ms [2021-11-01 08:43:59 main:581] : INFO : Epoch 1814 | loss: 0.0312469 | val_loss: 0.0312432 | Time: 1910.07 ms [2021-11-01 08:44:00 main:581] : INFO : Epoch 1815 | loss: 0.0312417 | val_loss: 0.0312402 | Time: 1925.31 ms [2021-11-01 08:44:02 main:581] : INFO : Epoch 1816 | loss: 0.0312432 | val_loss: 0.0312415 | Time: 1929.14 ms [2021-11-01 08:44:04 main:581] : INFO : Epoch 1817 | loss: 0.0312418 | val_loss: 0.031239 | Time: 1936.99 ms [2021-11-01 08:44:06 main:581] : INFO : Epoch 1818 | loss: 0.0312396 | val_loss: 0.0312359 | Time: 1933.39 ms [2021-11-01 08:44:08 main:581] : INFO : Epoch 1819 | loss: 0.0312385 | val_loss: 0.0312355 | Time: 1914.42 ms [2021-11-01 08:44:10 main:581] : INFO : Epoch 1820 | loss: 0.0312371 | val_loss: 0.0312362 | Time: 1931.97 ms [2021-11-01 08:44:12 main:581] : INFO : Epoch 1821 | loss: 0.0312337 | val_loss: 0.0312321 | Time: 1913.2 ms [2021-11-01 08:44:14 main:581] : INFO : Epoch 1822 | loss: 0.0312342 | val_loss: 0.0312327 | Time: 1915.49 ms [2021-11-01 08:44:16 main:581] : INFO : Epoch 1823 | loss: 0.0312345 | val_loss: 0.0312344 | Time: 1916.45 ms [2021-11-01 08:44:18 main:581] : INFO : Epoch 1824 | loss: 0.0312338 | val_loss: 0.0312317 | Time: 1922.45 ms [2021-11-01 08:44:20 main:581] : INFO : Epoch 1825 | loss: 0.0312323 | val_loss: 0.0312322 | Time: 1916.38 ms [2021-11-01 08:44:22 main:581] : INFO : Epoch 1826 | loss: 0.0312306 | val_loss: 0.0312306 | Time: 1939.4 ms [2021-11-01 08:44:24 main:581] : INFO : Epoch 1827 | loss: 0.0312286 | val_loss: 0.0312334 | Time: 1936.53 ms [2021-11-01 08:44:25 main:581] : INFO : Epoch 1828 | loss: 0.0312312 | val_loss: 0.031231 | Time: 1926.54 ms [2021-11-01 08:44:27 main:581] : INFO : Epoch 1829 | loss: 0.0312293 | val_loss: 0.0312324 | Time: 1916.23 ms [2021-11-01 08:44:29 main:581] : INFO : Epoch 1830 | loss: 0.0312296 | val_loss: 0.0312299 | Time: 1914.26 ms [2021-11-01 08:44:31 main:581] : INFO : Epoch 1831 | loss: 0.0312281 | val_loss: 0.0312292 | Time: 1914.54 ms [2021-11-01 08:44:33 main:581] : INFO : Epoch 1832 | loss: 0.0312278 | val_loss: 0.0312291 | Time: 1914.58 ms [2021-11-01 08:44:35 main:581] : INFO : Epoch 1833 | loss: 0.0312264 | val_loss: 0.0312291 | Time: 1913.62 ms [2021-11-01 08:44:37 main:581] : INFO : Epoch 1834 | loss: 0.0312265 | val_loss: 0.0312289 | Time: 1908.83 ms [2021-11-01 08:44:39 main:581] : INFO : Epoch 1835 | loss: 0.0312262 | val_loss: 0.0312297 | Time: 1917.89 ms [2021-11-01 08:44:41 main:581] : INFO : Epoch 1836 | loss: 0.0312251 | val_loss: 0.0312285 | Time: 1915.58 ms [2021-11-01 08:44:43 main:581] : INFO : Epoch 1837 | loss: 0.031226 | val_loss: 0.0312282 | Time: 1913.61 ms [2021-11-01 08:44:45 main:581] : INFO : Epoch 1838 | loss: 0.0312258 | val_loss: 0.0312287 | Time: 1918.35 ms [2021-11-01 08:44:47 main:581] : INFO : Epoch 1839 | loss: 0.0312264 | val_loss: 0.0312281 | Time: 1922.08 ms [2021-11-01 08:44:48 main:581] : INFO : Epoch 1840 | loss: 0.0312248 | val_loss: 0.0312274 | Time: 1931.73 ms [2021-11-01 08:44:50 main:581] : INFO : Epoch 1841 | loss: 0.0312239 | val_loss: 0.0312291 | Time: 1918.47 ms [2021-11-01 08:44:52 main:581] : INFO : Epoch 1842 | loss: 0.0312242 | val_loss: 0.0312273 | Time: 1912.37 ms [2021-11-01 08:44:54 main:581] : INFO : Epoch 1843 | loss: 0.0312231 | val_loss: 0.0312265 | Time: 1911.31 ms [2021-11-01 08:44:56 main:581] : INFO : Epoch 1844 | loss: 0.0312231 | val_loss: 0.0312269 | Time: 1917.53 ms [2021-11-01 08:44:58 main:581] : INFO : Epoch 1845 | loss: 0.0312231 | val_loss: 0.0312263 | Time: 1919.08 ms [2021-11-01 08:45:00 main:581] : INFO : Epoch 1846 | loss: 0.0312221 | val_loss: 0.0312259 | Time: 1916.31 ms [2021-11-01 08:45:02 main:581] : INFO : Epoch 1847 | loss: 0.0312216 | val_loss: 0.0312254 | Time: 1923.02 ms [2021-11-01 08:45:04 main:581] : INFO : Epoch 1848 | loss: 0.0312223 | val_loss: 0.0312271 | Time: 1947.32 ms [2021-11-01 08:45:06 main:581] : INFO : Epoch 1849 | loss: 0.0312209 | val_loss: 0.0312265 | Time: 1914.78 ms [2021-11-01 08:45:08 main:581] : INFO : Epoch 1850 | loss: 0.0312221 | val_loss: 0.03123 | Time: 1914.45 ms [2021-11-01 08:45:10 main:581] : INFO : Epoch 1851 | loss: 0.0312229 | val_loss: 0.0312251 | Time: 1918.84 ms [2021-11-01 08:45:11 main:581] : INFO : Epoch 1852 | loss: 0.0312205 | val_loss: 0.0312251 | Time: 1906.39 ms [2021-11-01 08:45:13 main:581] : INFO : Epoch 1853 | loss: 0.0312219 | val_loss: 0.0312257 | Time: 1907.59 ms [2021-11-01 08:45:15 main:581] : INFO : Epoch 1854 | loss: 0.0312205 | val_loss: 0.0312246 | Time: 1904.69 ms [2021-11-01 08:45:17 main:581] : INFO : Epoch 1855 | loss: 0.0312196 | val_loss: 0.0312234 | Time: 1926.85 ms [2021-11-01 08:45:19 main:581] : INFO : Epoch 1856 | loss: 0.0312197 | val_loss: 0.0312236 | Time: 1946.67 ms [2021-11-01 08:45:21 main:581] : INFO : Epoch 1857 | loss: 0.0312197 | val_loss: 0.0312228 | Time: 1940.5 ms [2021-11-01 08:45:23 main:581] : INFO : Epoch 1858 | loss: 0.0312197 | val_loss: 0.0312241 | Time: 1961.32 ms [2021-11-01 08:45:25 main:581] : INFO : Epoch 1859 | loss: 0.0312191 | val_loss: 0.0312221 | Time: 1934.74 ms [2021-11-01 08:45:27 main:581] : INFO : Epoch 1860 | loss: 0.0312179 | val_loss: 0.0312217 | Time: 1957.85 ms [2021-11-01 08:45:29 main:581] : INFO : Epoch 1861 | loss: 0.0312173 | val_loss: 0.0312234 | Time: 1957.23 ms [2021-11-01 08:45:31 main:581] : INFO : Epoch 1862 | loss: 0.0312163 | val_loss: 0.0312227 | Time: 1953.41 ms [2021-11-01 08:45:33 main:581] : INFO : Epoch 1863 | loss: 0.0312163 | val_loss: 0.0312215 | Time: 1947.22 ms [2021-11-01 08:45:35 main:581] : INFO : Epoch 1864 | loss: 0.0312159 | val_loss: 0.0312231 | Time: 1954.46 ms [2021-11-01 08:45:37 main:581] : INFO : Epoch 1865 | loss: 0.0312148 | val_loss: 0.0312209 | Time: 1946.44 ms [2021-11-01 08:45:39 main:581] : INFO : Epoch 1866 | loss: 0.0312153 | val_loss: 0.0312243 | Time: 1952.41 ms [2021-11-01 08:45:41 main:581] : INFO : Epoch 1867 | loss: 0.0312155 | val_loss: 0.0312225 | Time: 1954.41 ms [2021-11-01 08:45:43 main:581] : INFO : Epoch 1868 | loss: 0.0312146 | val_loss: 0.031222 | Time: 1959.61 ms [2021-11-01 08:45:45 main:581] : INFO : Epoch 1869 | loss: 0.0312154 | val_loss: 0.0312202 | Time: 1952.98 ms [2021-11-01 08:45:47 main:581] : INFO : Epoch 1870 | loss: 0.0312179 | val_loss: 0.0312202 | Time: 1955.86 ms [2021-11-01 08:45:48 main:581] : INFO : Epoch 1871 | loss: 0.0312136 | val_loss: 0.0312205 | Time: 1958.54 ms [2021-11-01 08:45:50 main:581] : INFO : Epoch 1872 | loss: 0.0312156 | val_loss: 0.0312218 | Time: 1959.47 ms [2021-11-01 08:45:52 main:581] : INFO : Epoch 1873 | loss: 0.031214 | val_loss: 0.0312202 | Time: 1961.64 ms [2021-11-01 08:45:54 main:581] : INFO : Epoch 1874 | loss: 0.0312133 | val_loss: 0.0312197 | Time: 1946.91 ms [2021-11-01 08:45:56 main:581] : INFO : Epoch 1875 | loss: 0.0312131 | val_loss: 0.031225 | Time: 1948.2 ms [2021-11-01 08:45:58 main:581] : INFO : Epoch 1876 | loss: 0.0312149 | val_loss: 0.03122 | Time: 1913.81 ms [2021-11-01 08:46:00 main:581] : INFO : Epoch 1877 | loss: 0.0312127 | val_loss: 0.0312186 | Time: 1913.37 ms [2021-11-01 08:46:02 main:581] : INFO : Epoch 1878 | loss: 0.031211 | val_loss: 0.031222 | Time: 1912.51 ms [2021-11-01 08:46:04 main:581] : INFO : Epoch 1879 | loss: 0.0312122 | val_loss: 0.0312258 | Time: 1915.04 ms [2021-11-01 08:46:06 main:581] : INFO : Epoch 1880 | loss: 0.031212 | val_loss: 0.0312177 | Time: 1919.44 ms [2021-11-01 08:46:08 main:581] : INFO : Epoch 1881 | loss: 0.0312105 | val_loss: 0.031218 | Time: 1936.31 ms [2021-11-01 08:46:10 main:581] : INFO : Epoch 1882 | loss: 0.0312102 | val_loss: 0.0312187 | Time: 1915.96 ms [2021-11-01 08:46:12 main:581] : INFO : Epoch 1883 | loss: 0.0312112 | val_loss: 0.0312194 | Time: 1947.68 ms [2021-11-01 08:46:14 main:581] : INFO : Epoch 1884 | loss: 0.0312097 | val_loss: 0.0312196 | Time: 1925.01 ms [2021-11-01 08:46:16 main:581] : INFO : Epoch 1885 | loss: 0.0312104 | val_loss: 0.0312178 | Time: 1937.3 ms [2021-11-01 08:46:17 main:581] : INFO : Epoch 1886 | loss: 0.0312107 | val_loss: 0.031222 | Time: 1916.15 ms [2021-11-01 08:46:19 main:581] : INFO : Epoch 1887 | loss: 0.0312154 | val_loss: 0.0312202 | Time: 1934.19 ms [2021-11-01 08:46:21 main:581] : INFO : Epoch 1888 | loss: 0.0312097 | val_loss: 0.0312188 | Time: 1920.91 ms [2021-11-01 08:46:23 main:581] : INFO : Epoch 1889 | loss: 0.0312091 | val_loss: 0.0312177 | Time: 1935.71 ms [2021-11-01 08:46:25 main:581] : INFO : Epoch 1890 | loss: 0.0312093 | val_loss: 0.0312186 | Time: 1909.99 ms [2021-11-01 08:46:27 main:581] : INFO : Epoch 1891 | loss: 0.0312086 | val_loss: 0.0312199 | Time: 1908.77 ms [2021-11-01 08:46:29 main:581] : INFO : Epoch 1892 | loss: 0.0312094 | val_loss: 0.0312208 | Time: 1934.12 ms [2021-11-01 08:46:31 main:581] : INFO : Epoch 1893 | loss: 0.0312097 | val_loss: 0.0312202 | Time: 1948.68 ms [2021-11-01 08:46:33 main:581] : INFO : Epoch 1894 | loss: 0.0312096 | val_loss: 0.0312201 | Time: 1902.33 ms [2021-11-01 08:46:35 main:581] : INFO : Epoch 1895 | loss: 0.0312117 | val_loss: 0.0312323 | Time: 1928.06 ms [2021-11-01 08:46:37 main:581] : INFO : Epoch 1896 | loss: 0.0312769 | val_loss: 0.0330325 | Time: 1923.33 ms [2021-11-01 08:46:39 main:581] : INFO : Epoch 1897 | loss: 0.0345442 | val_loss: 0.0329708 | Time: 1927 ms [2021-11-01 08:46:41 main:581] : INFO : Epoch 1898 | loss: 0.0354295 | val_loss: 0.0319729 | Time: 1927.23 ms [2021-11-01 08:46:42 main:581] : INFO : Epoch 1899 | loss: 0.0316899 | val_loss: 0.0314075 | Time: 1945.63 ms [2021-11-01 08:46:44 main:581] : INFO : Epoch 1900 | loss: 0.0313204 | val_loss: 0.0312527 | Time: 1929.47 ms [2021-11-01 08:46:46 main:581] : INFO : Epoch 1901 | loss: 0.0312473 | val_loss: 0.031241 | Time: 1938.02 ms [2021-11-01 08:46:48 main:581] : INFO : Epoch 1902 | loss: 0.0312331 | val_loss: 0.0312292 | Time: 1927.85 ms [2021-11-01 08:46:50 main:581] : INFO : Epoch 1903 | loss: 0.0312277 | val_loss: 0.0312271 | Time: 1905.62 ms [2021-11-01 08:46:52 main:581] : INFO : Epoch 1904 | loss: 0.0312246 | val_loss: 0.0312266 | Time: 1927.1 ms [2021-11-01 08:46:54 main:581] : INFO : Epoch 1905 | loss: 0.0312228 | val_loss: 0.0312255 | Time: 1927.48 ms [2021-11-01 08:46:56 main:581] : INFO : Epoch 1906 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 1925.13 ms [2021-11-01 08:46:58 main:581] : INFO : Epoch 1907 | loss: 0.0312204 | val_loss: 0.0312254 | Time: 1923.48 ms [2021-11-01 08:47:00 main:581] : INFO : Epoch 1908 | loss: 0.031219 | val_loss: 0.0312236 | Time: 1929.89 ms [2021-11-01 08:47:02 main:581] : INFO : Epoch 1909 | loss: 0.0312181 | val_loss: 0.0312233 | Time: 1929.73 ms [2021-11-01 08:47:04 main:581] : INFO : Epoch 1910 | loss: 0.0312171 | val_loss: 0.0312226 | Time: 1933.75 ms [2021-11-01 08:47:06 main:581] : INFO : Epoch 1911 | loss: 0.0312167 | val_loss: 0.0312215 | Time: 1916.31 ms [2021-11-01 08:47:08 main:581] : INFO : Epoch 1912 | loss: 0.0312192 | val_loss: 0.0312231 | Time: 1910.92 ms [2021-11-01 08:47:09 main:581] : INFO : Epoch 1913 | loss: 0.0312195 | val_loss: 0.0312223 | Time: 1910.63 ms [2021-11-01 08:47:11 main:581] : INFO : Epoch 1914 | loss: 0.0312176 | val_loss: 0.0312213 | Time: 1911.66 ms [2021-11-01 08:47:13 main:581] : INFO : Epoch 1915 | loss: 0.0312178 | val_loss: 0.0312214 | Time: 1886.65 ms [2021-11-01 08:47:15 main:581] : INFO : Epoch 1916 | loss: 0.0312159 | val_loss: 0.0312219 | Time: 1875.72 ms [2021-11-01 08:47:17 main:581] : INFO : Epoch 1917 | loss: 0.0312159 | val_loss: 0.0312222 | Time: 1927.45 ms [2021-11-01 08:47:19 main:581] : INFO : Epoch 1918 | loss: 0.0312154 | val_loss: 0.0312205 | Time: 1914.34 ms [2021-11-01 08:47:21 main:581] : INFO : Epoch 1919 | loss: 0.0312146 | val_loss: 0.0312205 | Time: 1860.55 ms [2021-11-01 08:47:23 main:581] : INFO : Epoch 1920 | loss: 0.0312142 | val_loss: 0.0312213 | Time: 1890.99 ms [2021-11-01 08:47:25 main:581] : INFO : Epoch 1921 | loss: 0.0312146 | val_loss: 0.031221 | Time: 1914.06 ms [2021-11-01 08:47:27 main:581] : INFO : Epoch 1922 | loss: 0.0312136 | val_loss: 0.0312219 | Time: 1904.05 ms [2021-11-01 08:47:28 main:581] : INFO : Epoch 1923 | loss: 0.0312129 | val_loss: 0.0312195 | Time: 1853.4 ms [2021-11-01 08:47:30 main:581] : INFO : Epoch 1924 | loss: 0.0312127 | val_loss: 0.0312195 | Time: 1877.55 ms [2021-11-01 08:47:32 main:581] : INFO : Epoch 1925 | loss: 0.0312116 | val_loss: 0.0312191 | Time: 1932.67 ms [2021-11-01 08:47:34 main:581] : INFO : Epoch 1926 | loss: 0.0312119 | val_loss: 0.0312197 | Time: 1912.17 ms [2021-11-01 08:47:36 main:581] : INFO : Epoch 1927 | loss: 0.0312127 | val_loss: 0.0312192 | Time: 1917.58 ms [2021-11-01 08:47:38 main:581] : INFO : Epoch 1928 | loss: 0.0312119 | val_loss: 0.0312195 | Time: 1926.3 ms [2021-11-01 08:47:40 main:581] : INFO : Epoch 1929 | loss: 0.0312124 | val_loss: 0.0312193 | Time: 1862.63 ms [2021-11-01 08:47:42 main:581] : INFO : Epoch 1930 | loss: 0.0312118 | val_loss: 0.0312189 | Time: 1884.1 ms [2021-11-01 08:47:44 main:581] : INFO : Epoch 1931 | loss: 0.0312105 | val_loss: 0.0312178 | Time: 1901.68 ms [2021-11-01 08:47:45 main:581] : INFO : Epoch 1932 | loss: 0.0312107 | val_loss: 0.0312183 | Time: 1915.41 ms [2021-11-01 08:47:47 main:581] : INFO : Epoch 1933 | loss: 0.0312103 | val_loss: 0.031218 | Time: 1876.28 ms [2021-11-01 08:47:49 main:581] : INFO : Epoch 1934 | loss: 0.0312107 | val_loss: 0.0312188 | Time: 1874.2 ms [2021-11-01 08:47:51 main:581] : INFO : Epoch 1935 | loss: 0.0312109 | val_loss: 0.0312189 | Time: 1893.04 ms [2021-11-01 08:47:53 main:581] : INFO : Epoch 1936 | loss: 0.0312103 | val_loss: 0.0312175 | Time: 1896.33 ms [2021-11-01 08:47:55 main:581] : INFO : Epoch 1937 | loss: 0.0312092 | val_loss: 0.031217 | Time: 1875.93 ms [2021-11-01 08:47:57 main:581] : INFO : Epoch 1938 | loss: 0.0312085 | val_loss: 0.0312173 | Time: 1983.38 ms [2021-11-01 08:47:59 main:581] : INFO : Epoch 1939 | loss: 0.0312094 | val_loss: 0.0312196 | Time: 1955.55 ms [2021-11-01 08:48:01 main:581] : INFO : Epoch 1940 | loss: 0.0312113 | val_loss: 0.0312196 | Time: 1957.16 ms [2021-11-01 08:48:03 main:581] : INFO : Epoch 1941 | loss: 0.03121 | val_loss: 0.0312181 | Time: 1956.57 ms [2021-11-01 08:48:05 main:581] : INFO : Epoch 1942 | loss: 0.0312088 | val_loss: 0.0312161 | Time: 1956.33 ms [2021-11-01 08:48:07 main:581] : INFO : Epoch 1943 | loss: 0.0312092 | val_loss: 0.0312171 | Time: 1941.39 ms [2021-11-01 08:48:09 main:581] : INFO : Epoch 1944 | loss: 0.0312091 | val_loss: 0.0312154 | Time: 1914.32 ms [2021-11-01 08:48:10 main:581] : INFO : Epoch 1945 | loss: 0.0312089 | val_loss: 0.0312157 | Time: 1903.08 ms [2021-11-01 08:48:12 main:581] : INFO : Epoch 1946 | loss: 0.0312084 | val_loss: 0.031217 | Time: 1910.18 ms [2021-11-01 08:48:14 main:581] : INFO : Epoch 1947 | loss: 0.0312101 | val_loss: 0.0312191 | Time: 1899.03 ms [2021-11-01 08:48:16 main:581] : INFO : Epoch 1948 | loss: 0.03121 | val_loss: 0.0312173 | Time: 1931.05 ms [2021-11-01 08:48:18 main:581] : INFO : Epoch 1949 | loss: 0.0312091 | val_loss: 0.0312207 | Time: 1923.94 ms [2021-11-01 08:48:20 main:581] : INFO : Epoch 1950 | loss: 0.0312097 | val_loss: 0.031217 | Time: 1926.84 ms [2021-11-01 08:48:22 main:581] : INFO : Epoch 1951 | loss: 0.0312076 | val_loss: 0.0312176 | Time: 1930.18 ms [2021-11-01 08:48:24 main:581] : INFO : Epoch 1952 | loss: 0.0312073 | val_loss: 0.0312165 | Time: 1925.43 ms [2021-11-01 08:48:26 main:581] : INFO : Epoch 1953 | loss: 0.0312071 | val_loss: 0.0312192 | Time: 1932.4 ms [2021-11-01 08:48:28 main:581] : INFO : Epoch 1954 | loss: 0.0312075 | val_loss: 0.0312164 | Time: 1955.24 ms [2021-11-01 08:48:30 main:581] : INFO : Epoch 1955 | loss: 0.0312078 | val_loss: 0.0312182 | Time: 1937.14 ms [2021-11-01 08:48:32 main:581] : INFO : Epoch 1956 | loss: 0.0312073 | val_loss: 0.0312177 | Time: 1909.67 ms [2021-11-01 08:48:34 main:581] : INFO : Epoch 1957 | loss: 0.0312085 | val_loss: 0.0312199 | Time: 1914.42 ms [2021-11-01 08:48:35 main:581] : INFO : Epoch 1958 | loss: 0.0312068 | val_loss: 0.0312174 | Time: 1915.68 ms [2021-11-01 08:48:37 main:581] : INFO : Epoch 1959 | loss: 0.0312061 | val_loss: 0.0312183 | Time: 1916.85 ms [2021-11-01 08:48:39 main:581] : INFO : Epoch 1960 | loss: 0.0312065 | val_loss: 0.0312197 | Time: 1925.3 ms [2021-11-01 08:48:41 main:581] : INFO : Epoch 1961 | loss: 0.0312067 | val_loss: 0.0312173 | Time: 1921.77 ms [2021-11-01 08:48:43 main:581] : INFO : Epoch 1962 | loss: 0.0312066 | val_loss: 0.0312184 | Time: 1918.92 ms [2021-11-01 08:48:45 main:581] : INFO : Epoch 1963 | loss: 0.0312056 | val_loss: 0.0312183 | Time: 1915.66 ms [2021-11-01 08:48:47 main:581] : INFO : Epoch 1964 | loss: 0.031206 | val_loss: 0.0312194 | Time: 1908.22 ms [2021-11-01 08:48:49 main:581] : INFO : Epoch 1965 | loss: 0.0312062 | val_loss: 0.0312182 | Time: 1905.14 ms [2021-11-01 08:48:51 main:581] : INFO : Epoch 1966 | loss: 0.0312055 | val_loss: 0.0312201 | Time: 1912.29 ms [2021-11-01 08:48:53 main:581] : INFO : Epoch 1967 | loss: 0.0312062 | val_loss: 0.0312181 | Time: 1944.54 ms [2021-11-01 08:48:55 main:581] : INFO : Epoch 1968 | loss: 0.031205 | val_loss: 0.0312181 | Time: 1934.58 ms [2021-11-01 08:48:57 main:581] : INFO : Epoch 1969 | loss: 0.0312049 | val_loss: 0.03122 | Time: 1911.43 ms [2021-11-01 08:48:59 main:581] : INFO : Epoch 1970 | loss: 0.031205 | val_loss: 0.0312186 | Time: 1918.89 ms [2021-11-01 08:49:00 main:581] : INFO : Epoch 1971 | loss: 0.0312049 | val_loss: 0.0312214 | Time: 1901.8 ms [2021-11-01 08:49:02 main:581] : INFO : Epoch 1972 | loss: 0.0312046 | val_loss: 0.031218 | Time: 1898.31 ms [2021-11-01 08:49:04 main:581] : INFO : Epoch 1973 | loss: 0.0312046 | val_loss: 0.0312189 | Time: 1896.77 ms [2021-11-01 08:49:06 main:581] : INFO : Epoch 1974 | loss: 0.0312046 | val_loss: 0.0312169 | Time: 1901.07 ms [2021-11-01 08:49:08 main:581] : INFO : Epoch 1975 | loss: 0.0312043 | val_loss: 0.031217 | Time: 1899.87 ms [2021-11-01 08:49:10 main:581] : INFO : Epoch 1976 | loss: 0.0312049 | val_loss: 0.0312199 | Time: 1929.73 ms [2021-11-01 08:49:12 main:581] : INFO : Epoch 1977 | loss: 0.0312046 | val_loss: 0.0312178 | Time: 1914.46 ms [2021-11-01 08:49:14 main:581] : INFO : Epoch 1978 | loss: 0.0312039 | val_loss: 0.0312169 | Time: 1881.68 ms [2021-11-01 08:49:16 main:581] : INFO : Epoch 1979 | loss: 0.0312045 | val_loss: 0.0312164 | Time: 1932.46 ms [2021-11-01 08:49:18 main:581] : INFO : Epoch 1980 | loss: 0.031204 | val_loss: 0.0312184 | Time: 1922.05 ms [2021-11-01 08:49:20 main:581] : INFO : Epoch 1981 | loss: 0.0312057 | val_loss: 0.03122 | Time: 1924.16 ms [2021-11-01 08:49:21 main:581] : INFO : Epoch 1982 | loss: 0.031207 | val_loss: 0.0312156 | Time: 1919.27 ms [2021-11-01 08:49:23 main:581] : INFO : Epoch 1983 | loss: 0.0312068 | val_loss: 0.031218 | Time: 1908.61 ms [2021-11-01 08:49:25 main:581] : INFO : Epoch 1984 | loss: 0.0312043 | val_loss: 0.0312184 | Time: 1902.35 ms [2021-11-01 08:49:27 main:581] : INFO : Epoch 1985 | loss: 0.0312053 | val_loss: 0.0312204 | Time: 1902.9 ms [2021-11-01 08:49:29 main:581] : INFO : Epoch 1986 | loss: 0.0312044 | val_loss: 0.031218 | Time: 1898.72 ms [2021-11-01 08:49:31 main:581] : INFO : Epoch 1987 | loss: 0.0312048 | val_loss: 0.0312183 | Time: 1899.3 ms [2021-11-01 08:49:33 main:581] : INFO : Epoch 1988 | loss: 0.0312043 | val_loss: 0.0312156 | Time: 1900.94 ms [2021-11-01 08:49:35 main:581] : INFO : Epoch 1989 | loss: 0.0312062 | val_loss: 0.0312208 | Time: 1898.77 ms [2021-11-01 08:49:37 main:581] : INFO : Epoch 1990 | loss: 0.0312069 | val_loss: 0.0312183 | Time: 1897.56 ms [2021-11-01 08:49:39 main:581] : INFO : Epoch 1991 | loss: 0.0312044 | val_loss: 0.0312162 | Time: 1917.71 ms [2021-11-01 08:49:41 main:581] : INFO : Epoch 1992 | loss: 0.0312034 | val_loss: 0.031217 | Time: 1929.28 ms [2021-11-01 08:49:42 main:581] : INFO : Epoch 1993 | loss: 0.0312037 | val_loss: 0.0312181 | Time: 1947.28 ms [2021-11-01 08:49:44 main:581] : INFO : Epoch 1994 | loss: 0.0312036 | val_loss: 0.0312171 | Time: 1898.84 ms [2021-11-01 08:49:46 main:581] : INFO : Epoch 1995 | loss: 0.0312038 | val_loss: 0.0312163 | Time: 1900.63 ms [2021-11-01 08:49:48 main:581] : INFO : Epoch 1996 | loss: 0.031204 | val_loss: 0.0312196 | Time: 1908.65 ms [2021-11-01 08:49:50 main:581] : INFO : Epoch 1997 | loss: 0.0312039 | val_loss: 0.0312197 | Time: 1923.6 ms [2021-11-01 08:49:52 main:581] : INFO : Epoch 1998 | loss: 0.0312048 | val_loss: 0.0312186 | Time: 1931.3 ms [2021-11-01 08:49:54 main:581] : INFO : Epoch 1999 | loss: 0.0312067 | val_loss: 0.0312183 | Time: 1928.88 ms [2021-11-01 08:49:56 main:581] : INFO : Epoch 2000 | loss: 0.0312044 | val_loss: 0.0312166 | Time: 1925.41 ms [2021-11-01 08:49:58 main:581] : INFO : Epoch 2001 | loss: 0.0312031 | val_loss: 0.0312154 | Time: 1925.43 ms [2021-11-01 08:50:00 main:581] : INFO : Epoch 2002 | loss: 0.0312032 | val_loss: 0.0312151 | Time: 1918.04 ms [2021-11-01 08:50:02 main:581] : INFO : Epoch 2003 | loss: 0.0312037 | val_loss: 0.0312149 | Time: 1916.89 ms [2021-11-01 08:50:04 main:581] : INFO : Epoch 2004 | loss: 0.0312034 | val_loss: 0.0312151 | Time: 1917.58 ms [2021-11-01 08:50:05 main:581] : INFO : Epoch 2005 | loss: 0.0312035 | val_loss: 0.0312163 | Time: 1921.51 ms [2021-11-01 08:50:07 main:581] : INFO : Epoch 2006 | loss: 0.0312033 | val_loss: 0.0312197 | Time: 1934.27 ms [2021-11-01 08:50:09 main:581] : INFO : Epoch 2007 | loss: 0.0312046 | val_loss: 0.0312155 | Time: 1912.05 ms [2021-11-01 08:50:11 main:581] : INFO : Epoch 2008 | loss: 0.0312029 | val_loss: 0.0312143 | Time: 1923.66 ms [2021-11-01 08:50:13 main:581] : INFO : Epoch 2009 | loss: 0.0312029 | val_loss: 0.0312144 | Time: 1922.28 ms [2021-11-01 08:50:15 main:581] : INFO : Epoch 2010 | loss: 0.0312038 | val_loss: 0.0312147 | Time: 1929.71 ms [2021-11-01 08:50:17 main:581] : INFO : Epoch 2011 | loss: 0.0312038 | val_loss: 0.0312148 | Time: 1929.29 ms [2021-11-01 08:50:19 main:581] : INFO : Epoch 2012 | loss: 0.0312028 | val_loss: 0.0312139 | Time: 1922.04 ms [2021-11-01 08:50:21 main:581] : INFO : Epoch 2013 | loss: 0.0312026 | val_loss: 0.0312149 | Time: 1934.82 ms [2021-11-01 08:50:23 main:581] : INFO : Epoch 2014 | loss: 0.031203 | val_loss: 0.0312141 | Time: 1934.52 ms [2021-11-01 08:50:25 main:581] : INFO : Epoch 2015 | loss: 0.0312046 | val_loss: 0.0312209 | Time: 1935.08 ms [2021-11-01 08:50:27 main:581] : INFO : Epoch 2016 | loss: 0.0312049 | val_loss: 0.0312163 | Time: 1933.74 ms [2021-11-01 08:50:29 main:581] : INFO : Epoch 2017 | loss: 0.0312022 | val_loss: 0.0312168 | Time: 1928.17 ms [2021-11-01 08:50:31 main:581] : INFO : Epoch 2018 | loss: 0.0312052 | val_loss: 0.0312168 | Time: 1925.78 ms [2021-11-01 08:50:32 main:581] : INFO : Epoch 2019 | loss: 0.0312059 | val_loss: 0.0312155 | Time: 1918.57 ms [2021-11-01 08:50:34 main:581] : INFO : Epoch 2020 | loss: 0.0312063 | val_loss: 0.0312165 | Time: 1928.06 ms [2021-11-01 08:50:36 main:581] : INFO : Epoch 2021 | loss: 0.0312065 | val_loss: 0.0312173 | Time: 1934.97 ms [2021-11-01 08:50:38 main:581] : INFO : Epoch 2022 | loss: 0.0312084 | val_loss: 0.0312149 | Time: 1924.05 ms [2021-11-01 08:50:40 main:581] : INFO : Epoch 2023 | loss: 0.0312064 | val_loss: 0.0312135 | Time: 1929.93 ms [2021-11-01 08:50:42 main:581] : INFO : Epoch 2024 | loss: 0.0312052 | val_loss: 0.0312143 | Time: 1944.3 ms [2021-11-01 08:50:44 main:581] : INFO : Epoch 2025 | loss: 0.0312046 | val_loss: 0.031213 | Time: 1937.95 ms [2021-11-01 08:50:46 main:581] : INFO : Epoch 2026 | loss: 0.0312049 | val_loss: 0.031213 | Time: 1911.37 ms [2021-11-01 08:50:48 main:581] : INFO : Epoch 2027 | loss: 0.0312041 | val_loss: 0.0312127 | Time: 1902.62 ms [2021-11-01 08:50:50 main:581] : INFO : Epoch 2028 | loss: 0.0312036 | val_loss: 0.0312131 | Time: 1931.41 ms [2021-11-01 08:50:52 main:581] : INFO : Epoch 2029 | loss: 0.0312052 | val_loss: 0.0312132 | Time: 1922.99 ms [2021-11-01 08:50:54 main:581] : INFO : Epoch 2030 | loss: 0.0312047 | val_loss: 0.031212 | Time: 1907.14 ms [2021-11-01 08:50:56 main:581] : INFO : Epoch 2031 | loss: 0.0312048 | val_loss: 0.0312126 | Time: 1905 ms [2021-11-01 08:50:57 main:581] : INFO : Epoch 2032 | loss: 0.0312031 | val_loss: 0.0312127 | Time: 1913.09 ms [2021-11-01 08:50:59 main:581] : INFO : Epoch 2033 | loss: 0.0312045 | val_loss: 0.0312155 | Time: 1893.79 ms [2021-11-01 08:51:01 main:581] : INFO : Epoch 2034 | loss: 0.0312049 | val_loss: 0.0312151 | Time: 1863.39 ms [2021-11-01 08:51:03 main:581] : INFO : Epoch 2035 | loss: 0.031204 | val_loss: 0.0312149 | Time: 1925.72 ms [2021-11-01 08:51:05 main:581] : INFO : Epoch 2036 | loss: 0.0312047 | val_loss: 0.0312142 | Time: 1933.01 ms [2021-11-01 08:51:07 main:581] : INFO : Epoch 2037 | loss: 0.0312053 | val_loss: 0.0312123 | Time: 1942.66 ms [2021-11-01 08:51:09 main:581] : INFO : Epoch 2038 | loss: 0.0312044 | val_loss: 0.0312135 | Time: 1944.47 ms [2021-11-01 08:51:11 main:581] : INFO : Epoch 2039 | loss: 0.0312041 | val_loss: 0.0312129 | Time: 1940.57 ms [2021-11-01 08:51:13 main:581] : INFO : Epoch 2040 | loss: 0.0312036 | val_loss: 0.0312142 | Time: 1951.33 ms [2021-11-01 08:51:15 main:581] : INFO : Epoch 2041 | loss: 0.0312035 | val_loss: 0.0312185 | Time: 1953.55 ms [2021-11-01 08:51:17 main:581] : INFO : Epoch 2042 | loss: 0.0312065 | val_loss: 0.031214 | Time: 1953.15 ms [2021-11-01 08:51:19 main:581] : INFO : Epoch 2043 | loss: 0.0312018 | val_loss: 0.0312142 | Time: 1954.12 ms [2021-11-01 08:51:21 main:581] : INFO : Epoch 2044 | loss: 0.0312027 | val_loss: 0.0312151 | Time: 1953.76 ms [2021-11-01 08:51:23 main:581] : INFO : Epoch 2045 | loss: 0.0312029 | val_loss: 0.0312144 | Time: 1960.33 ms [2021-11-01 08:51:25 main:581] : INFO : Epoch 2046 | loss: 0.0312032 | val_loss: 0.0312129 | Time: 1958.92 ms [2021-11-01 08:51:27 main:581] : INFO : Epoch 2047 | loss: 0.0312013 | val_loss: 0.0312129 | Time: 1960.68 ms [2021-11-01 08:51:28 main:581] : INFO : Epoch 2048 | loss: 0.031202 | val_loss: 0.0312128 | Time: 1948.12 ms [2021-11-01 08:51:28 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312128 [2021-11-01 08:51:28 main:610] : INFO : Saving end state to config to file [2021-11-01 08:51:28 main:615] : INFO : Success, exiting.. 08:51:28 (3153183): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)