Task 9125406
| Name | ParityModified-1636181068-21468-3-0_0 |
| Workunit | 6567099 |
| Created | 23 Nov 2021, 4:31:36 UTC |
| Sent | 2 Dec 2021, 11:13:29 UTC |
| Report deadline | 10 Dec 2021, 11:13:29 UTC |
| Received | 2 Dec 2021, 12:19:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 4 min 51 sec |
| CPU time | 1 hours 4 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311926 | val_loss: 0.031201 | Time: 1940.17 ms [2021-12-02 12:03:15 main:581] : INFO : Epoch 1539 | loss: 0.0311936 | val_loss: 0.0312016 | Time: 1876.69 ms [2021-12-02 12:03:17 main:581] : INFO : Epoch 1540 | loss: 0.0311941 | val_loss: 0.0312004 | Time: 1874.3 ms [2021-12-02 12:03:18 main:581] : INFO : Epoch 1541 | loss: 0.0311942 | val_loss: 0.0312014 | Time: 1874.89 ms [2021-12-02 12:03:20 main:581] : INFO : Epoch 1542 | loss: 0.0311927 | val_loss: 0.0312018 | Time: 1921.96 ms [2021-12-02 12:03:22 main:581] : INFO : Epoch 1543 | loss: 0.0311928 | val_loss: 0.0312017 | Time: 1876.25 ms [2021-12-02 12:03:24 main:581] : INFO : Epoch 1544 | loss: 0.0311923 | val_loss: 0.0311996 | Time: 1873.24 ms [2021-12-02 12:03:26 main:581] : INFO : Epoch 1545 | loss: 0.0311913 | val_loss: 0.0312018 | Time: 1873.04 ms [2021-12-02 12:03:28 main:581] : INFO : Epoch 1546 | loss: 0.031193 | val_loss: 0.0312062 | Time: 1888.59 ms [2021-12-02 12:03:30 main:581] : INFO : Epoch 1547 | loss: 0.0311923 | val_loss: 0.0312012 | Time: 1868.43 ms [2021-12-02 12:03:32 main:581] : INFO : Epoch 1548 | loss: 0.031192 | val_loss: 0.0312006 | Time: 1895.46 ms [2021-12-02 12:03:34 main:581] : INFO : Epoch 1549 | loss: 0.0311924 | val_loss: 0.0312013 | Time: 1872.3 ms [2021-12-02 12:03:35 main:581] : INFO : Epoch 1550 | loss: 0.0311937 | val_loss: 0.0312004 | Time: 1849.87 ms [2021-12-02 12:03:37 main:581] : INFO : Epoch 1551 | loss: 0.0311933 | val_loss: 0.0311988 | Time: 1877.33 ms [2021-12-02 12:03:39 main:581] : INFO : Epoch 1552 | loss: 0.031192 | val_loss: 0.0311988 | Time: 1869.28 ms [2021-12-02 12:03:41 main:581] : INFO : Epoch 1553 | loss: 0.0311906 | val_loss: 0.0312 | Time: 1907 ms [2021-12-02 12:03:43 main:581] : INFO : Epoch 1554 | loss: 0.0311913 | val_loss: 0.0311997 | Time: 1876.02 ms [2021-12-02 12:03:45 main:581] : INFO : Epoch 1555 | loss: 0.0311904 | val_loss: 0.0311993 | Time: 1909.24 ms [2021-12-02 12:03:47 main:581] : INFO : Epoch 1556 | loss: 0.0311902 | val_loss: 0.0311992 | Time: 1852.94 ms [2021-12-02 12:03:49 main:581] : INFO : Epoch 1557 | loss: 0.031192 | val_loss: 0.0312006 | Time: 1848.16 ms [2021-12-02 12:03:50 main:581] : INFO : Epoch 1558 | loss: 0.031193 | val_loss: 0.0311983 | Time: 1866.34 ms [2021-12-02 12:03:52 main:581] : INFO : Epoch 1559 | loss: 0.0311907 | val_loss: 0.0311986 | Time: 1882.55 ms [2021-12-02 12:03:54 main:581] : INFO : Epoch 1560 | loss: 0.0311905 | val_loss: 0.0312024 | Time: 1897.93 ms [2021-12-02 12:03:56 main:581] : INFO : Epoch 1561 | loss: 0.0311908 | val_loss: 0.0311984 | Time: 1895.32 ms [2021-12-02 12:03:58 main:581] : INFO : Epoch 1562 | loss: 0.0311929 | val_loss: 0.031201 | Time: 1847.19 ms [2021-12-02 12:04:00 main:581] : INFO : Epoch 1563 | loss: 0.031195 | val_loss: 0.0312002 | Time: 1888.56 ms [2021-12-02 12:04:02 main:581] : INFO : Epoch 1564 | loss: 0.0311937 | val_loss: 0.0312022 | Time: 1925.57 ms [2021-12-02 12:04:04 main:581] : INFO : Epoch 1565 | loss: 0.0311929 | val_loss: 0.0312017 | Time: 1858.09 ms [2021-12-02 12:04:05 main:581] : INFO : Epoch 1566 | loss: 0.0311955 | val_loss: 0.0312002 | Time: 1873.23 ms [2021-12-02 12:04:07 main:581] : INFO : Epoch 1567 | loss: 0.0311944 | val_loss: 0.0311991 | Time: 1882.94 ms [2021-12-02 12:04:09 main:581] : INFO : Epoch 1568 | loss: 0.0311926 | val_loss: 0.0311982 | Time: 1881.42 ms [2021-12-02 12:04:11 main:581] : INFO : Epoch 1569 | loss: 0.0311926 | val_loss: 0.0312006 | Time: 1866.9 ms [2021-12-02 12:04:13 main:581] : INFO : Epoch 1570 | loss: 0.031193 | val_loss: 0.0311986 | Time: 1858.43 ms [2021-12-02 12:04:15 main:581] : INFO : Epoch 1571 | loss: 0.0311925 | val_loss: 0.0311977 | Time: 1867.43 ms [2021-12-02 12:04:17 main:581] : INFO : Epoch 1572 | loss: 0.0311923 | val_loss: 0.0311969 | Time: 1874.11 ms [2021-12-02 12:04:19 main:581] : INFO : Epoch 1573 | loss: 0.0311909 | val_loss: 0.0311965 | Time: 1890.69 ms [2021-12-02 12:04:21 main:581] : INFO : Epoch 1574 | loss: 0.0311908 | val_loss: 0.0311971 | Time: 2032.59 ms [2021-12-02 12:04:23 main:581] : INFO : Epoch 1575 | loss: 0.0311916 | val_loss: 0.031199 | Time: 1938.44 ms [2021-12-02 12:04:24 main:581] : INFO : Epoch 1576 | loss: 0.0311913 | val_loss: 0.031196 | Time: 1873.03 ms [2021-12-02 12:04:26 main:581] : INFO : Epoch 1577 | loss: 0.0311903 | val_loss: 0.0311968 | Time: 1869.88 ms [2021-12-02 12:04:28 main:581] : INFO : Epoch 1578 | loss: 0.0311904 | val_loss: 0.0312005 | Time: 1888.21 ms [2021-12-02 12:04:30 main:581] : INFO : Epoch 1579 | loss: 0.0311975 | val_loss: 0.0312178 | Time: 1901.91 ms [2021-12-02 12:04:32 main:581] : INFO : Epoch 1580 | loss: 0.0312224 | val_loss: 0.0314549 | Time: 1923.96 ms [2021-12-02 12:04:34 main:581] : INFO : Epoch 1581 | loss: 0.034326 | val_loss: 0.0321094 | Time: 1929.89 ms [2021-12-02 12:04:36 main:581] : INFO : Epoch 1582 | loss: 0.0361553 | val_loss: 0.031852 | Time: 1910.4 ms [2021-12-02 12:04:38 main:581] : INFO : Epoch 1583 | loss: 0.0337454 | val_loss: 0.0321249 | Time: 1880.85 ms [2021-12-02 12:04:40 main:581] : INFO : Epoch 1584 | loss: 0.0315008 | val_loss: 0.0313131 | Time: 1894.11 ms [2021-12-02 12:04:42 main:581] : INFO : Epoch 1585 | loss: 0.0312615 | val_loss: 0.0312407 | Time: 1903.6 ms [2021-12-02 12:04:43 main:581] : INFO : Epoch 1586 | loss: 0.0312157 | val_loss: 0.0312103 | Time: 1858.04 ms [2021-12-02 12:04:45 main:581] : INFO : Epoch 1587 | loss: 0.0312045 | val_loss: 0.0312057 | Time: 1888.65 ms [2021-12-02 12:04:47 main:581] : INFO : Epoch 1588 | loss: 0.0312025 | val_loss: 0.0312046 | Time: 1858.75 ms [2021-12-02 12:04:49 main:581] : INFO : Epoch 1589 | loss: 0.0312 | val_loss: 0.0312022 | Time: 1850.2 ms [2021-12-02 12:04:51 main:581] : INFO : Epoch 1590 | loss: 0.0311993 | val_loss: 0.0312012 | Time: 1859.89 ms [2021-12-02 12:04:53 main:581] : INFO : Epoch 1591 | loss: 0.0311983 | val_loss: 0.0312015 | Time: 1873.83 ms [2021-12-02 12:04:55 main:581] : INFO : Epoch 1592 | loss: 0.0311978 | val_loss: 0.0312007 | Time: 1873.35 ms [2021-12-02 12:04:56 main:581] : INFO : Epoch 1593 | loss: 0.0311969 | val_loss: 0.0311999 | Time: 1854.2 ms [2021-12-02 12:04:58 main:581] : INFO : Epoch 1594 | loss: 0.0311956 | val_loss: 0.0311986 | Time: 1853.58 ms [2021-12-02 12:05:00 main:581] : INFO : Epoch 1595 | loss: 0.0311934 | val_loss: 0.0311986 | Time: 1897.88 ms [2021-12-02 12:05:02 main:581] : INFO : Epoch 1596 | loss: 0.0311924 | val_loss: 0.031198 | Time: 1875.63 ms [2021-12-02 12:05:04 main:581] : INFO : Epoch 1597 | loss: 0.0311917 | val_loss: 0.0311979 | Time: 1829.98 ms [2021-12-02 12:05:06 main:581] : INFO : Epoch 1598 | loss: 0.0311918 | val_loss: 0.0311979 | Time: 1840.44 ms [2021-12-02 12:05:08 main:581] : INFO : Epoch 1599 | loss: 0.0311914 | val_loss: 0.0311972 | Time: 1841.05 ms [2021-12-02 12:05:09 main:581] : INFO : Epoch 1600 | loss: 0.0311901 | val_loss: 0.0311985 | Time: 1825.95 ms [2021-12-02 12:05:11 main:581] : INFO : Epoch 1601 | loss: 0.0311895 | val_loss: 0.0311975 | Time: 1874.24 ms [2021-12-02 12:05:13 main:581] : INFO : Epoch 1602 | loss: 0.0311892 | val_loss: 0.0311982 | Time: 1873.87 ms [2021-12-02 12:05:15 main:581] : INFO : Epoch 1603 | loss: 0.0311891 | val_loss: 0.0311979 | Time: 1865.29 ms [2021-12-02 12:05:17 main:581] : INFO : Epoch 1604 | loss: 0.031189 | val_loss: 0.0311988 | Time: 1877.26 ms [2021-12-02 12:05:19 main:581] : INFO : Epoch 1605 | loss: 0.0311886 | val_loss: 0.0311994 | Time: 1845.65 ms [2021-12-02 12:05:21 main:581] : INFO : Epoch 1606 | loss: 0.0311882 | val_loss: 0.031198 | Time: 1863.37 ms [2021-12-02 12:05:22 main:581] : INFO : Epoch 1607 | loss: 0.0311877 | val_loss: 0.0311974 | Time: 1860.48 ms [2021-12-02 12:05:24 main:581] : INFO : Epoch 1608 | loss: 0.0311882 | val_loss: 0.0311979 | Time: 1881.73 ms [2021-12-02 12:05:26 main:581] : INFO : Epoch 1609 | loss: 0.0311879 | val_loss: 0.0311977 | Time: 1865.7 ms [2021-12-02 12:05:28 main:581] : INFO : Epoch 1610 | loss: 0.0311873 | val_loss: 0.0311976 | Time: 1872.78 ms [2021-12-02 12:05:30 main:581] : INFO : Epoch 1611 | loss: 0.0311868 | val_loss: 0.0311971 | Time: 1873.73 ms [2021-12-02 12:05:32 main:581] : INFO : Epoch 1612 | loss: 0.0311865 | val_loss: 0.0311975 | Time: 1886.15 ms [2021-12-02 12:05:34 main:581] : INFO : Epoch 1613 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 1863.52 ms [2021-12-02 12:05:36 main:581] : INFO : Epoch 1614 | loss: 0.0311869 | val_loss: 0.0311976 | Time: 1830.34 ms [2021-12-02 12:05:37 main:581] : INFO : Epoch 1615 | loss: 0.0311866 | val_loss: 0.0311963 | Time: 1839.31 ms [2021-12-02 12:05:39 main:581] : INFO : Epoch 1616 | loss: 0.0311863 | val_loss: 0.0311967 | Time: 1860.46 ms [2021-12-02 12:05:41 main:581] : INFO : Epoch 1617 | loss: 0.0311862 | val_loss: 0.0311968 | Time: 1880.09 ms [2021-12-02 12:05:43 main:581] : INFO : Epoch 1618 | loss: 0.0312031 | val_loss: 0.0312109 | Time: 1846.5 ms [2021-12-02 12:05:45 main:581] : INFO : Epoch 1619 | loss: 0.0312075 | val_loss: 0.0312111 | Time: 1871.34 ms [2021-12-02 12:05:47 main:581] : INFO : Epoch 1620 | loss: 0.0312071 | val_loss: 0.0312084 | Time: 1863.42 ms [2021-12-02 12:05:49 main:581] : INFO : Epoch 1621 | loss: 0.0312048 | val_loss: 0.0312063 | Time: 1925.25 ms [2021-12-02 12:05:51 main:581] : INFO : Epoch 1622 | loss: 0.031203 | val_loss: 0.0312066 | Time: 1903.63 ms [2021-12-02 12:05:52 main:581] : INFO : Epoch 1623 | loss: 0.0312015 | val_loss: 0.0312054 | Time: 1926.37 ms [2021-12-02 12:05:54 main:581] : INFO : Epoch 1624 | loss: 0.0312008 | val_loss: 0.0312061 | Time: 1882.29 ms [2021-12-02 12:05:56 main:581] : INFO : Epoch 1625 | loss: 0.0312006 | val_loss: 0.0312043 | Time: 1920.1 ms [2021-12-02 12:05:58 main:581] : INFO : Epoch 1626 | loss: 0.0311996 | val_loss: 0.0312041 | Time: 1922.08 ms [2021-12-02 12:06:00 main:581] : INFO : Epoch 1627 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 1884.12 ms [2021-12-02 12:06:02 main:581] : INFO : Epoch 1628 | loss: 0.0311999 | val_loss: 0.0312052 | Time: 1854.32 ms [2021-12-02 12:06:04 main:581] : INFO : Epoch 1629 | loss: 0.0311992 | val_loss: 0.0312043 | Time: 1903.69 ms [2021-12-02 12:06:06 main:581] : INFO : Epoch 1630 | loss: 0.0311991 | val_loss: 0.0312045 | Time: 1878.8 ms [2021-12-02 12:06:08 main:581] : INFO : Epoch 1631 | loss: 0.0311991 | val_loss: 0.0312053 | Time: 1920.33 ms [2021-12-02 12:06:10 main:581] : INFO : Epoch 1632 | loss: 0.0311987 | val_loss: 0.0312051 | Time: 1875.83 ms [2021-12-02 12:06:11 main:581] : INFO : Epoch 1633 | loss: 0.031198 | val_loss: 0.0312057 | Time: 1941.38 ms [2021-12-02 12:06:13 main:581] : INFO : Epoch 1634 | loss: 0.0311984 | val_loss: 0.031206 | Time: 1910.67 ms [2021-12-02 12:06:15 main:581] : INFO : Epoch 1635 | loss: 0.0311978 | val_loss: 0.0312051 | Time: 1888.24 ms [2021-12-02 12:06:17 main:581] : INFO : Epoch 1636 | loss: 0.0311977 | val_loss: 0.031205 | Time: 1919.97 ms [2021-12-02 12:06:19 main:581] : INFO : Epoch 1637 | loss: 0.0311972 | val_loss: 0.0312059 | Time: 1883.25 ms [2021-12-02 12:06:21 main:581] : INFO : Epoch 1638 | loss: 0.0311978 | val_loss: 0.0312094 | Time: 1926.01 ms [2021-12-02 12:06:23 main:581] : INFO : Epoch 1639 | loss: 0.0311983 | val_loss: 0.0312053 | Time: 1884.34 ms [2021-12-02 12:06:25 main:581] : INFO : Epoch 1640 | loss: 0.0311974 | val_loss: 0.0312049 | Time: 1897.29 ms [2021-12-02 12:06:27 main:581] : INFO : Epoch 1641 | loss: 0.0311963 | val_loss: 0.0312045 | Time: 1869.94 ms [2021-12-02 12:06:29 main:581] : INFO : Epoch 1642 | loss: 0.0311957 | val_loss: 0.0312055 | Time: 1859.01 ms [2021-12-02 12:06:30 main:581] : INFO : Epoch 1643 | loss: 0.0311953 | val_loss: 0.0312051 | Time: 1853.68 ms [2021-12-02 12:06:32 main:581] : INFO : Epoch 1644 | loss: 0.0311953 | val_loss: 0.031204 | Time: 1867.68 ms [2021-12-02 12:06:34 main:581] : INFO : Epoch 1645 | loss: 0.0311945 | val_loss: 0.0312045 | Time: 1900.1 ms [2021-12-02 12:06:36 main:581] : INFO : Epoch 1646 | loss: 0.0311952 | val_loss: 0.0312053 | Time: 1873.67 ms [2021-12-02 12:06:38 main:581] : INFO : Epoch 1647 | loss: 0.0311955 | val_loss: 0.0312046 | Time: 1877.04 ms [2021-12-02 12:06:40 main:581] : INFO : Epoch 1648 | loss: 0.0311951 | val_loss: 0.0312035 | Time: 1941.08 ms [2021-12-02 12:06:42 main:581] : INFO : Epoch 1649 | loss: 0.031194 | val_loss: 0.0312033 | Time: 1898.81 ms [2021-12-02 12:06:44 main:581] : INFO : Epoch 1650 | loss: 0.0311935 | val_loss: 0.0312032 | Time: 1870.84 ms [2021-12-02 12:06:45 main:581] : INFO : Epoch 1651 | loss: 0.0311939 | val_loss: 0.0312038 | Time: 1883.85 ms [2021-12-02 12:06:47 main:581] : INFO : Epoch 1652 | loss: 0.0311944 | val_loss: 0.031204 | Time: 1896.91 ms [2021-12-02 12:06:49 main:581] : INFO : Epoch 1653 | loss: 0.0311946 | val_loss: 0.031204 | Time: 1860.48 ms [2021-12-02 12:06:51 main:581] : INFO : Epoch 1654 | loss: 0.0311939 | val_loss: 0.0312047 | Time: 1863.06 ms [2021-12-02 12:06:53 main:581] : INFO : Epoch 1655 | loss: 0.0311938 | val_loss: 0.0312036 | Time: 1861.26 ms [2021-12-02 12:06:55 main:581] : INFO : Epoch 1656 | loss: 0.0311941 | val_loss: 0.0312043 | Time: 1878.11 ms [2021-12-02 12:06:57 main:581] : INFO : Epoch 1657 | loss: 0.0311949 | val_loss: 0.0312042 | Time: 1901.19 ms [2021-12-02 12:06:59 main:581] : INFO : Epoch 1658 | loss: 0.0311938 | val_loss: 0.0312044 | Time: 1877.48 ms [2021-12-02 12:07:00 main:581] : INFO : Epoch 1659 | loss: 0.0311938 | val_loss: 0.0312045 | Time: 1881.71 ms [2021-12-02 12:07:02 main:581] : INFO : Epoch 1660 | loss: 0.0311941 | val_loss: 0.0312043 | Time: 1862.57 ms [2021-12-02 12:07:04 main:581] : INFO : Epoch 1661 | loss: 0.0311932 | val_loss: 0.0312041 | Time: 1871.66 ms [2021-12-02 12:07:06 main:581] : INFO : Epoch 1662 | loss: 0.0311936 | val_loss: 0.0312044 | Time: 1836.09 ms [2021-12-02 12:07:08 main:581] : INFO : Epoch 1663 | loss: 0.031193 | val_loss: 0.0312037 | Time: 1844.72 ms [2021-12-02 12:07:10 main:581] : INFO : Epoch 1664 | loss: 0.0311934 | val_loss: 0.0312039 | Time: 1910.36 ms [2021-12-02 12:07:12 main:581] : INFO : Epoch 1665 | loss: 0.0311941 | val_loss: 0.0312035 | Time: 1851.63 ms [2021-12-02 12:07:14 main:581] : INFO : Epoch 1666 | loss: 0.0311939 | val_loss: 0.0312054 | Time: 1894.09 ms [2021-12-02 12:07:15 main:581] : INFO : Epoch 1667 | loss: 0.031194 | val_loss: 0.0312046 | Time: 1863.12 ms [2021-12-02 12:07:17 main:581] : INFO : Epoch 1668 | loss: 0.0311934 | val_loss: 0.0312037 | Time: 1860.17 ms [2021-12-02 12:07:19 main:581] : INFO : Epoch 1669 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 1966.74 ms [2021-12-02 12:07:21 main:581] : INFO : Epoch 1670 | loss: 0.0311939 | val_loss: 0.0312028 | Time: 1886.29 ms [2021-12-02 12:07:23 main:581] : INFO : Epoch 1671 | loss: 0.0311935 | val_loss: 0.0312035 | Time: 1884.86 ms [2021-12-02 12:07:25 main:581] : INFO : Epoch 1672 | loss: 0.0311933 | val_loss: 0.0312027 | Time: 1899.62 ms [2021-12-02 12:07:27 main:581] : INFO : Epoch 1673 | loss: 0.031194 | val_loss: 0.031205 | Time: 1853.16 ms [2021-12-02 12:07:29 main:581] : INFO : Epoch 1674 | loss: 0.0311938 | val_loss: 0.031204 | Time: 1860.05 ms [2021-12-02 12:07:31 main:581] : INFO : Epoch 1675 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 1859.74 ms [2021-12-02 12:07:32 main:581] : INFO : Epoch 1676 | loss: 0.0311924 | val_loss: 0.0312034 | Time: 1856.87 ms [2021-12-02 12:07:34 main:581] : INFO : Epoch 1677 | loss: 0.0311924 | val_loss: 0.0312058 | Time: 1891.31 ms [2021-12-02 12:07:36 main:581] : INFO : Epoch 1678 | loss: 0.0311941 | val_loss: 0.0312032 | Time: 1872.11 ms [2021-12-02 12:07:38 main:581] : INFO : Epoch 1679 | loss: 0.0311926 | val_loss: 0.0312031 | Time: 1917.98 ms [2021-12-02 12:07:40 main:581] : INFO : Epoch 1680 | loss: 0.0311923 | val_loss: 0.031203 | Time: 1865.49 ms [2021-12-02 12:07:42 main:581] : INFO : Epoch 1681 | loss: 0.031192 | val_loss: 0.0312035 | Time: 1868.51 ms [2021-12-02 12:07:44 main:581] : INFO : Epoch 1682 | loss: 0.0311917 | val_loss: 0.0312035 | Time: 1942 ms [2021-12-02 12:07:46 main:581] : INFO : Epoch 1683 | loss: 0.0311922 | val_loss: 0.0312044 | Time: 1852.82 ms [2021-12-02 12:07:47 main:581] : INFO : Epoch 1684 | loss: 0.0311933 | val_loss: 0.0312043 | Time: 1865.73 ms [2021-12-02 12:07:49 main:581] : INFO : Epoch 1685 | loss: 0.0311927 | val_loss: 0.0312049 | Time: 1868.86 ms [2021-12-02 12:07:51 main:581] : INFO : Epoch 1686 | loss: 0.0311917 | val_loss: 0.0312037 | Time: 1867.36 ms [2021-12-02 12:07:53 main:581] : INFO : Epoch 1687 | loss: 0.0311917 | val_loss: 0.0312062 | Time: 1905.39 ms [2021-12-02 12:07:55 main:581] : INFO : Epoch 1688 | loss: 0.0311928 | val_loss: 0.0312034 | Time: 1894.93 ms [2021-12-02 12:07:57 main:581] : INFO : Epoch 1689 | loss: 0.0311917 | val_loss: 0.0312058 | Time: 1882.14 ms [2021-12-02 12:07:59 main:581] : INFO : Epoch 1690 | loss: 0.0311934 | val_loss: 0.0312036 | Time: 1859.86 ms [2021-12-02 12:08:01 main:581] : INFO : Epoch 1691 | loss: 0.0311922 | val_loss: 0.0312041 | Time: 1901.18 ms [2021-12-02 12:08:02 main:581] : INFO : Epoch 1692 | loss: 0.0311914 | val_loss: 0.0312041 | Time: 1856.84 ms [2021-12-02 12:08:04 main:581] : INFO : Epoch 1693 | loss: 0.0311915 | val_loss: 0.0312031 | Time: 1891.17 ms [2021-12-02 12:08:06 main:581] : INFO : Epoch 1694 | loss: 0.0311908 | val_loss: 0.0312038 | Time: 1890.8 ms [2021-12-02 12:08:08 main:581] : INFO : Epoch 1695 | loss: 0.0311926 | val_loss: 0.0312066 | Time: 1875.88 ms [2021-12-02 12:08:10 main:581] : INFO : Epoch 1696 | loss: 0.0311918 | val_loss: 0.0312051 | Time: 1889.36 ms [2021-12-02 12:08:12 main:581] : INFO : Epoch 1697 | loss: 0.0311922 | val_loss: 0.0312033 | Time: 1867.38 ms [2021-12-02 12:08:14 main:581] : INFO : Epoch 1698 | loss: 0.0311924 | val_loss: 0.0312041 | Time: 1913.29 ms [2021-12-02 12:08:16 main:581] : INFO : Epoch 1699 | loss: 0.0311908 | val_loss: 0.0312042 | Time: 1889.67 ms [2021-12-02 12:08:18 main:581] : INFO : Epoch 1700 | loss: 0.031192 | val_loss: 0.0312044 | Time: 1846.96 ms [2021-12-02 12:08:19 main:581] : INFO : Epoch 1701 | loss: 0.0311924 | val_loss: 0.0312036 | Time: 1900.36 ms [2021-12-02 12:08:21 main:581] : INFO : Epoch 1702 | loss: 0.0311924 | val_loss: 0.0312042 | Time: 1892.41 ms [2021-12-02 12:08:23 main:581] : INFO : Epoch 1703 | loss: 0.031192 | val_loss: 0.0312032 | Time: 1892.76 ms [2021-12-02 12:08:25 main:581] : INFO : Epoch 1704 | loss: 0.0311915 | val_loss: 0.0312037 | Time: 1899.88 ms [2021-12-02 12:08:27 main:581] : INFO : Epoch 1705 | loss: 0.0311921 | val_loss: 0.0312033 | Time: 1864.41 ms [2021-12-02 12:08:29 main:581] : INFO : Epoch 1706 | loss: 0.031191 | val_loss: 0.0312034 | Time: 1916.8 ms [2021-12-02 12:08:31 main:581] : INFO : Epoch 1707 | loss: 0.0311911 | val_loss: 0.0312033 | Time: 1886.61 ms [2021-12-02 12:08:33 main:581] : INFO : Epoch 1708 | loss: 0.0311907 | val_loss: 0.0312029 | Time: 1885.33 ms [2021-12-02 12:08:35 main:581] : INFO : Epoch 1709 | loss: 0.0311906 | val_loss: 0.0312023 | Time: 1908.96 ms [2021-12-02 12:08:36 main:581] : INFO : Epoch 1710 | loss: 0.0311906 | val_loss: 0.0312024 | Time: 1908.59 ms [2021-12-02 12:08:38 main:581] : INFO : Epoch 1711 | loss: 0.0311908 | val_loss: 0.0312033 | Time: 1898.69 ms [2021-12-02 12:08:40 main:581] : INFO : Epoch 1712 | loss: 0.0311909 | val_loss: 0.0312036 | Time: 1915.75 ms [2021-12-02 12:08:42 main:581] : INFO : Epoch 1713 | loss: 0.0311908 | val_loss: 0.031203 | Time: 1874.68 ms [2021-12-02 12:08:44 main:581] : INFO : Epoch 1714 | loss: 0.0311911 | val_loss: 0.0312036 | Time: 1901.9 ms [2021-12-02 12:08:46 main:581] : INFO : Epoch 1715 | loss: 0.0311903 | val_loss: 0.0312024 | Time: 1880.72 ms [2021-12-02 12:08:48 main:581] : INFO : Epoch 1716 | loss: 0.0311901 | val_loss: 0.0312023 | Time: 1887.66 ms [2021-12-02 12:08:50 main:581] : INFO : Epoch 1717 | loss: 0.0311905 | val_loss: 0.0312016 | Time: 1866.69 ms [2021-12-02 12:08:52 main:581] : INFO : Epoch 1718 | loss: 0.0311906 | val_loss: 0.0312009 | Time: 1869.58 ms [2021-12-02 12:08:53 main:581] : INFO : Epoch 1719 | loss: 0.0311907 | val_loss: 0.031203 | Time: 1894.48 ms [2021-12-02 12:08:55 main:581] : INFO : Epoch 1720 | loss: 0.0311913 | val_loss: 0.0312021 | Time: 1883.73 ms [2021-12-02 12:08:57 main:581] : INFO : Epoch 1721 | loss: 0.0311911 | val_loss: 0.0312021 | Time: 1890.16 ms [2021-12-02 12:08:59 main:581] : INFO : Epoch 1722 | loss: 0.0311901 | val_loss: 0.0312015 | Time: 1918.75 ms [2021-12-02 12:09:01 main:581] : INFO : Epoch 1723 | loss: 0.03119 | val_loss: 0.0312027 | Time: 1901.83 ms [2021-12-02 12:09:03 main:581] : INFO : Epoch 1724 | loss: 0.0311895 | val_loss: 0.0312017 | Time: 1900.7 ms [2021-12-02 12:09:05 main:581] : INFO : Epoch 1725 | loss: 0.0311899 | val_loss: 0.0312054 | Time: 1930.47 ms [2021-12-02 12:09:07 main:581] : INFO : Epoch 1726 | loss: 0.03119 | val_loss: 0.031203 | Time: 1864.43 ms [2021-12-02 12:09:09 main:581] : INFO : Epoch 1727 | loss: 0.0311914 | val_loss: 0.0312038 | Time: 1864.95 ms [2021-12-02 12:09:11 main:581] : INFO : Epoch 1728 | loss: 0.0311905 | val_loss: 0.0312038 | Time: 2001.09 ms [2021-12-02 12:09:13 main:581] : INFO : Epoch 1729 | loss: 0.0311907 | val_loss: 0.0312031 | Time: 1874.72 ms [2021-12-02 12:09:14 main:581] : INFO : Epoch 1730 | loss: 0.0311898 | val_loss: 0.0312035 | Time: 1880.44 ms [2021-12-02 12:09:16 main:581] : INFO : Epoch 1731 | loss: 0.031191 | val_loss: 0.0312016 | Time: 1859.31 ms [2021-12-02 12:09:18 main:581] : INFO : Epoch 1732 | loss: 0.0311901 | val_loss: 0.031204 | Time: 1882.48 ms [2021-12-02 12:09:20 main:581] : INFO : Epoch 1733 | loss: 0.0311906 | val_loss: 0.0312026 | Time: 1878 ms [2021-12-02 12:09:22 main:581] : INFO : Epoch 1734 | loss: 0.0311918 | val_loss: 0.0312068 | Time: 1898.58 ms [2021-12-02 12:09:24 main:581] : INFO : Epoch 1735 | loss: 0.0311908 | val_loss: 0.031203 | Time: 1889.43 ms [2021-12-02 12:09:26 main:581] : INFO : Epoch 1736 | loss: 0.0311901 | val_loss: 0.0312047 | Time: 1858.94 ms [2021-12-02 12:09:28 main:581] : INFO : Epoch 1737 | loss: 0.0311905 | val_loss: 0.031202 | Time: 1868 ms [2021-12-02 12:09:29 main:581] : INFO : Epoch 1738 | loss: 0.0311905 | val_loss: 0.0312046 | Time: 1832.75 ms [2021-12-02 12:09:31 main:581] : INFO : Epoch 1739 | loss: 0.0311923 | val_loss: 0.0312024 | Time: 1842.9 ms [2021-12-02 12:09:33 main:581] : INFO : Epoch 1740 | loss: 0.0311942 | val_loss: 0.0312035 | Time: 1837.16 ms [2021-12-02 12:09:35 main:581] : INFO : Epoch 1741 | loss: 0.0311916 | val_loss: 0.0312006 | Time: 1865.78 ms [2021-12-02 12:09:37 main:581] : INFO : Epoch 1742 | loss: 0.0311906 | val_loss: 0.0312021 | Time: 1872.49 ms [2021-12-02 12:09:39 main:581] : INFO : Epoch 1743 | loss: 0.0311901 | val_loss: 0.0312015 | Time: 1862.37 ms [2021-12-02 12:09:41 main:581] : INFO : Epoch 1744 | loss: 0.0311914 | val_loss: 0.031203 | Time: 1869.69 ms [2021-12-02 12:09:42 main:581] : INFO : Epoch 1745 | loss: 0.0311904 | val_loss: 0.0312028 | Time: 1845.76 ms [2021-12-02 12:09:44 main:581] : INFO : Epoch 1746 | loss: 0.0311915 | val_loss: 0.0312067 | Time: 1897.72 ms [2021-12-02 12:09:46 main:581] : INFO : Epoch 1747 | loss: 0.0311907 | val_loss: 0.0312071 | Time: 1884.89 ms [2021-12-02 12:09:48 main:581] : INFO : Epoch 1748 | loss: 0.0311912 | val_loss: 0.0312032 | Time: 1888.71 ms [2021-12-02 12:09:50 main:581] : INFO : Epoch 1749 | loss: 0.0311905 | val_loss: 0.0312038 | Time: 1927.11 ms [2021-12-02 12:09:52 main:581] : INFO : Epoch 1750 | loss: 0.0311892 | val_loss: 0.0312022 | Time: 1944.6 ms [2021-12-02 12:09:54 main:581] : INFO : Epoch 1751 | loss: 0.03119 | val_loss: 0.0312048 | Time: 1952.14 ms [2021-12-02 12:09:56 main:581] : INFO : Epoch 1752 | loss: 0.0311903 | val_loss: 0.031203 | Time: 1934.57 ms [2021-12-02 12:09:58 main:581] : INFO : Epoch 1753 | loss: 0.0311908 | val_loss: 0.0312007 | Time: 1904.11 ms [2021-12-02 12:10:00 main:581] : INFO : Epoch 1754 | loss: 0.0311897 | val_loss: 0.0312026 | Time: 1945.64 ms [2021-12-02 12:10:01 main:581] : INFO : Epoch 1755 | loss: 0.0311893 | val_loss: 0.0312029 | Time: 1838.34 ms [2021-12-02 12:10:03 main:581] : INFO : Epoch 1756 | loss: 0.0311905 | val_loss: 0.0312051 | Time: 1882.08 ms [2021-12-02 12:10:05 main:581] : INFO : Epoch 1757 | loss: 0.0311935 | val_loss: 0.0312065 | Time: 1881.82 ms [2021-12-02 12:10:07 main:581] : INFO : Epoch 1758 | loss: 0.0311942 | val_loss: 0.0312027 | Time: 1892.88 ms [2021-12-02 12:10:09 main:581] : INFO : Epoch 1759 | loss: 0.0311935 | val_loss: 0.0312026 | Time: 1864.97 ms [2021-12-02 12:10:11 main:581] : INFO : Epoch 1760 | loss: 0.031192 | val_loss: 0.0312029 | Time: 1963.37 ms [2021-12-02 12:10:13 main:581] : INFO : Epoch 1761 | loss: 0.0311907 | val_loss: 0.0312015 | Time: 1864.95 ms [2021-12-02 12:10:15 main:581] : INFO : Epoch 1762 | loss: 0.0311905 | val_loss: 0.0312009 | Time: 1869.18 ms [2021-12-02 12:10:17 main:581] : INFO : Epoch 1763 | loss: 0.0311896 | val_loss: 0.0312024 | Time: 1884.5 ms [2021-12-02 12:10:19 main:581] : INFO : Epoch 1764 | loss: 0.0311929 | val_loss: 0.0312027 | Time: 1929.64 ms [2021-12-02 12:10:20 main:581] : INFO : Epoch 1765 | loss: 0.031194 | val_loss: 0.0312031 | Time: 1913.79 ms [2021-12-02 12:10:22 main:581] : INFO : Epoch 1766 | loss: 0.0311931 | val_loss: 0.0312042 | Time: 1878.17 ms [2021-12-02 12:10:24 main:581] : INFO : Epoch 1767 | loss: 0.0311923 | val_loss: 0.0312029 | Time: 1903.61 ms [2021-12-02 12:10:26 main:581] : INFO : Epoch 1768 | loss: 0.0311924 | val_loss: 0.0312042 | Time: 1896.76 ms [2021-12-02 12:10:28 main:581] : INFO : Epoch 1769 | loss: 0.0311927 | val_loss: 0.0312044 | Time: 1867.32 ms [2021-12-02 12:10:30 main:581] : INFO : Epoch 1770 | loss: 0.0311916 | val_loss: 0.0312034 | Time: 1887.24 ms [2021-12-02 12:10:32 main:581] : INFO : Epoch 1771 | loss: 0.031192 | val_loss: 0.0312027 | Time: 1864.02 ms [2021-12-02 12:10:34 main:581] : INFO : Epoch 1772 | loss: 0.0311925 | val_loss: 0.0312068 | Time: 1903.26 ms [2021-12-02 12:10:36 main:581] : INFO : Epoch 1773 | loss: 0.0311922 | val_loss: 0.0312065 | Time: 1862.13 ms [2021-12-02 12:10:37 main:581] : INFO : Epoch 1774 | loss: 0.0311921 | val_loss: 0.0312024 | Time: 1874.07 ms [2021-12-02 12:10:39 main:581] : INFO : Epoch 1775 | loss: 0.0311917 | val_loss: 0.0312049 | Time: 1890.91 ms [2021-12-02 12:10:41 main:581] : INFO : Epoch 1776 | loss: 0.0311925 | val_loss: 0.0312051 | Time: 1949.1 ms [2021-12-02 12:10:43 main:581] : INFO : Epoch 1777 | loss: 0.0311899 | val_loss: 0.031203 | Time: 1854.92 ms [2021-12-02 12:10:45 main:581] : INFO : Epoch 1778 | loss: 0.031191 | val_loss: 0.0312063 | Time: 1893.81 ms [2021-12-02 12:10:47 main:581] : INFO : Epoch 1779 | loss: 0.0311951 | val_loss: 0.0312056 | Time: 1873.69 ms [2021-12-02 12:10:49 main:581] : INFO : Epoch 1780 | loss: 0.0311934 | val_loss: 0.0312066 | Time: 1879.39 ms [2021-12-02 12:10:51 main:581] : INFO : Epoch 1781 | loss: 0.0311927 | val_loss: 0.0312035 | Time: 1864.5 ms [2021-12-02 12:10:52 main:581] : INFO : Epoch 1782 | loss: 0.0311901 | val_loss: 0.031203 | Time: 1898.22 ms [2021-12-02 12:10:54 main:581] : INFO : Epoch 1783 | loss: 0.0311889 | val_loss: 0.0312031 | Time: 1904.32 ms [2021-12-02 12:10:56 main:581] : INFO : Epoch 1784 | loss: 0.0311884 | val_loss: 0.0312028 | Time: 1885.06 ms [2021-12-02 12:10:58 main:581] : INFO : Epoch 1785 | loss: 0.0311907 | val_loss: 0.0312059 | Time: 1877.31 ms [2021-12-02 12:11:00 main:581] : INFO : Epoch 1786 | loss: 0.0311934 | val_loss: 0.0312021 | Time: 1872.82 ms [2021-12-02 12:11:02 main:581] : INFO : Epoch 1787 | loss: 0.0311911 | val_loss: 0.0312026 | Time: 1866.37 ms [2021-12-02 12:11:04 main:581] : INFO : Epoch 1788 | loss: 0.0311891 | val_loss: 0.031203 | Time: 1861.28 ms [2021-12-02 12:11:06 main:581] : INFO : Epoch 1789 | loss: 0.0311897 | val_loss: 0.0312049 | Time: 1881.47 ms [2021-12-02 12:11:08 main:581] : INFO : Epoch 1790 | loss: 0.0311886 | val_loss: 0.0312015 | Time: 1880.76 ms [2021-12-02 12:11:09 main:581] : INFO : Epoch 1791 | loss: 0.031188 | val_loss: 0.0312017 | Time: 1888.8 ms [2021-12-02 12:11:11 main:581] : INFO : Epoch 1792 | loss: 0.0311877 | val_loss: 0.0312035 | Time: 1993.52 ms [2021-12-02 12:11:13 main:581] : INFO : Epoch 1793 | loss: 0.0311883 | val_loss: 0.0312036 | Time: 1931.71 ms [2021-12-02 12:11:15 main:581] : INFO : Epoch 1794 | loss: 0.031187 | val_loss: 0.0312042 | Time: 1911.28 ms [2021-12-02 12:11:17 main:581] : INFO : Epoch 1795 | loss: 0.0311874 | val_loss: 0.0312024 | Time: 1947.22 ms [2021-12-02 12:11:19 main:581] : INFO : Epoch 1796 | loss: 0.0311871 | val_loss: 0.0312026 | Time: 1954.15 ms [2021-12-02 12:11:21 main:581] : INFO : Epoch 1797 | loss: 0.0311876 | val_loss: 0.031201 | Time: 1926.31 ms [2021-12-02 12:11:23 main:581] : INFO : Epoch 1798 | loss: 0.0311877 | val_loss: 0.0312011 | Time: 1924.97 ms [2021-12-02 12:11:25 main:581] : INFO : Epoch 1799 | loss: 0.0311877 | val_loss: 0.0312035 | Time: 1923.25 ms [2021-12-02 12:11:27 main:581] : INFO : Epoch 1800 | loss: 0.0311873 | val_loss: 0.0312051 | Time: 1918.86 ms [2021-12-02 12:11:29 main:581] : INFO : Epoch 1801 | loss: 0.0311882 | val_loss: 0.0312031 | Time: 1951.05 ms [2021-12-02 12:11:31 main:581] : INFO : Epoch 1802 | loss: 0.0311884 | val_loss: 0.031205 | Time: 1839.34 ms [2021-12-02 12:11:33 main:581] : INFO : Epoch 1803 | loss: 0.0311912 | val_loss: 0.0312046 | Time: 1917.56 ms [2021-12-02 12:11:34 main:581] : INFO : Epoch 1804 | loss: 0.0311926 | val_loss: 0.0312053 | Time: 1840.42 ms [2021-12-02 12:11:36 main:581] : INFO : Epoch 1805 | loss: 0.0311891 | val_loss: 0.0312034 | Time: 1858.94 ms [2021-12-02 12:11:38 main:581] : INFO : Epoch 1806 | loss: 0.0311892 | val_loss: 0.0312035 | Time: 1829.34 ms [2021-12-02 12:11:40 main:581] : INFO : Epoch 1807 | loss: 0.0311919 | val_loss: 0.0312048 | Time: 1923.94 ms [2021-12-02 12:11:42 main:581] : INFO : Epoch 1808 | loss: 0.0311978 | val_loss: 0.0312057 | Time: 1829.59 ms [2021-12-02 12:11:44 main:581] : INFO : Epoch 1809 | loss: 0.0311968 | val_loss: 0.0312057 | Time: 1930.43 ms [2021-12-02 12:11:46 main:581] : INFO : Epoch 1810 | loss: 0.0311956 | val_loss: 0.0312042 | Time: 1874.17 ms [2021-12-02 12:11:47 main:581] : INFO : Epoch 1811 | loss: 0.0311942 | val_loss: 0.0312058 | Time: 1856.68 ms [2021-12-02 12:11:49 main:581] : INFO : Epoch 1812 | loss: 0.0311936 | val_loss: 0.0312048 | Time: 1877.38 ms [2021-12-02 12:11:51 main:581] : INFO : Epoch 1813 | loss: 0.0311939 | val_loss: 0.0312021 | Time: 1869.86 ms [2021-12-02 12:11:53 main:581] : INFO : Epoch 1814 | loss: 0.0311926 | val_loss: 0.0312039 | Time: 1874.69 ms [2021-12-02 12:11:55 main:581] : INFO : Epoch 1815 | loss: 0.0311929 | val_loss: 0.0312058 | Time: 1880.95 ms [2021-12-02 12:11:57 main:581] : INFO : Epoch 1816 | loss: 0.0311909 | val_loss: 0.0312038 | Time: 1878.46 ms [2021-12-02 12:11:59 main:581] : INFO : Epoch 1817 | loss: 0.0311903 | val_loss: 0.0312031 | Time: 1861.29 ms [2021-12-02 12:12:01 main:581] : INFO : Epoch 1818 | loss: 0.0311912 | val_loss: 0.0312035 | Time: 1934.53 ms [2021-12-02 12:12:03 main:581] : INFO : Epoch 1819 | loss: 0.0311926 | val_loss: 0.0312019 | Time: 1886.8 ms [2021-12-02 12:12:04 main:581] : INFO : Epoch 1820 | loss: 0.0311929 | val_loss: 0.0312006 | Time: 1912.21 ms [2021-12-02 12:12:06 main:581] : INFO : Epoch 1821 | loss: 0.031192 | val_loss: 0.0312019 | Time: 1883.2 ms [2021-12-02 12:12:08 main:581] : INFO : Epoch 1822 | loss: 0.0311928 | val_loss: 0.0312032 | Time: 1885.05 ms [2021-12-02 12:12:10 main:581] : INFO : Epoch 1823 | loss: 0.0311917 | val_loss: 0.0312008 | Time: 1882.24 ms [2021-12-02 12:12:12 main:581] : INFO : Epoch 1824 | loss: 0.0311901 | val_loss: 0.0312013 | Time: 1885.45 ms [2021-12-02 12:12:14 main:581] : INFO : Epoch 1825 | loss: 0.0311908 | val_loss: 0.0312008 | Time: 1885.68 ms [2021-12-02 12:12:16 main:581] : INFO : Epoch 1826 | loss: 0.0311903 | val_loss: 0.0312038 | Time: 1891.18 ms [2021-12-02 12:12:18 main:581] : INFO : Epoch 1827 | loss: 0.0311899 | val_loss: 0.0312024 | Time: 1910.59 ms [2021-12-02 12:12:20 main:581] : INFO : Epoch 1828 | loss: 0.031189 | val_loss: 0.0312035 | Time: 1900.9 ms [2021-12-02 12:12:21 main:581] : INFO : Epoch 1829 | loss: 0.0311894 | val_loss: 0.0312037 | Time: 1889.22 ms [2021-12-02 12:12:23 main:581] : INFO : Epoch 1830 | loss: 0.0311887 | val_loss: 0.0312007 | Time: 1887.48 ms [2021-12-02 12:12:25 main:581] : INFO : Epoch 1831 | loss: 0.0311885 | val_loss: 0.0312015 | Time: 1904.72 ms [2021-12-02 12:12:27 main:581] : INFO : Epoch 1832 | loss: 0.0311884 | val_loss: 0.0312015 | Time: 1881.78 ms [2021-12-02 12:12:29 main:581] : INFO : Epoch 1833 | loss: 0.0311885 | val_loss: 0.0312004 | Time: 1880.84 ms [2021-12-02 12:12:31 main:581] : INFO : Epoch 1834 | loss: 0.0311882 | val_loss: 0.0312015 | Time: 1891.57 ms [2021-12-02 12:12:33 main:581] : INFO : Epoch 1835 | loss: 0.0311879 | val_loss: 0.0312001 | Time: 1919.86 ms [2021-12-02 12:12:35 main:581] : INFO : Epoch 1836 | loss: 0.0311865 | val_loss: 0.0312006 | Time: 1884.48 ms [2021-12-02 12:12:37 main:581] : INFO : Epoch 1837 | loss: 0.0311862 | val_loss: 0.0312054 | Time: 1870.93 ms [2021-12-02 12:12:39 main:581] : INFO : Epoch 1838 | loss: 0.0311886 | val_loss: 0.0312033 | Time: 1907.14 ms [2021-12-02 12:12:40 main:581] : INFO : Epoch 1839 | loss: 0.031187 | val_loss: 0.0312015 | Time: 1935.07 ms [2021-12-02 12:12:42 main:581] : INFO : Epoch 1840 | loss: 0.0311869 | val_loss: 0.0312001 | Time: 1878.42 ms [2021-12-02 12:12:44 main:581] : INFO : Epoch 1841 | loss: 0.0311855 | val_loss: 0.0312007 | Time: 1872.44 ms [2021-12-02 12:12:46 main:581] : INFO : Epoch 1842 | loss: 0.0311866 | val_loss: 0.0312017 | Time: 1885.26 ms [2021-12-02 12:12:48 main:581] : INFO : Epoch 1843 | loss: 0.0311884 | val_loss: 0.0312001 | Time: 1927.14 ms [2021-12-02 12:12:50 main:581] : INFO : Epoch 1844 | loss: 0.0311883 | val_loss: 0.0312022 | Time: 2004.52 ms [2021-12-02 12:12:52 main:581] : INFO : Epoch 1845 | loss: 0.0311865 | val_loss: 0.031203 | Time: 1914.67 ms [2021-12-02 12:12:54 main:581] : INFO : Epoch 1846 | loss: 0.0311872 | val_loss: 0.0312018 | Time: 1902.41 ms [2021-12-02 12:12:56 main:581] : INFO : Epoch 1847 | loss: 0.0311862 | val_loss: 0.0312044 | Time: 1890.04 ms [2021-12-02 12:12:58 main:581] : INFO : Epoch 1848 | loss: 0.0311897 | val_loss: 0.0312023 | Time: 1880.52 ms [2021-12-02 12:13:00 main:581] : INFO : Epoch 1849 | loss: 0.031187 | val_loss: 0.0312003 | Time: 1909.89 ms [2021-12-02 12:13:01 main:581] : INFO : Epoch 1850 | loss: 0.0311863 | val_loss: 0.0312006 | Time: 1874.56 ms [2021-12-02 12:13:03 main:581] : INFO : Epoch 1851 | loss: 0.0311854 | val_loss: 0.0312032 | Time: 1863.68 ms [2021-12-02 12:13:05 main:581] : INFO : Epoch 1852 | loss: 0.0311873 | val_loss: 0.0312023 | Time: 1889.67 ms [2021-12-02 12:13:07 main:581] : INFO : Epoch 1853 | loss: 0.031187 | val_loss: 0.0312021 | Time: 1878.43 ms [2021-12-02 12:13:09 main:581] : INFO : Epoch 1854 | loss: 0.0311861 | val_loss: 0.0312029 | Time: 1890.25 ms [2021-12-02 12:13:11 main:581] : INFO : Epoch 1855 | loss: 0.0311896 | val_loss: 0.0312021 | Time: 1894.74 ms [2021-12-02 12:13:13 main:581] : INFO : Epoch 1856 | loss: 0.0311885 | val_loss: 0.031202 | Time: 1873.4 ms [2021-12-02 12:13:15 main:581] : INFO : Epoch 1857 | loss: 0.0311868 | val_loss: 0.0312037 | Time: 1882.28 ms [2021-12-02 12:13:16 main:581] : INFO : Epoch 1858 | loss: 0.0311889 | val_loss: 0.0312032 | Time: 1865.49 ms [2021-12-02 12:13:18 main:581] : INFO : Epoch 1859 | loss: 0.0311872 | val_loss: 0.0312026 | Time: 1884.88 ms [2021-12-02 12:13:20 main:581] : INFO : Epoch 1860 | loss: 0.0311871 | val_loss: 0.0312034 | Time: 1881.95 ms [2021-12-02 12:13:22 main:581] : INFO : Epoch 1861 | loss: 0.03119 | val_loss: 0.0312029 | Time: 1882.16 ms [2021-12-02 12:13:24 main:581] : INFO : Epoch 1862 | loss: 0.0311877 | val_loss: 0.031201 | Time: 1868.89 ms [2021-12-02 12:13:26 main:581] : INFO : Epoch 1863 | loss: 0.0311893 | val_loss: 0.0312085 | Time: 1868.93 ms [2021-12-02 12:13:28 main:581] : INFO : Epoch 1864 | loss: 0.0311919 | val_loss: 0.0312066 | Time: 1904.29 ms [2021-12-02 12:13:30 main:581] : INFO : Epoch 1865 | loss: 0.0311905 | val_loss: 0.0312038 | Time: 1882.69 ms [2021-12-02 12:13:31 main:581] : INFO : Epoch 1866 | loss: 0.0311878 | val_loss: 0.031204 | Time: 1867.78 ms [2021-12-02 12:13:33 main:581] : INFO : Epoch 1867 | loss: 0.0311874 | val_loss: 0.031203 | Time: 1901.18 ms [2021-12-02 12:13:35 main:581] : INFO : Epoch 1868 | loss: 0.0311875 | val_loss: 0.0312031 | Time: 1873.54 ms [2021-12-02 12:13:37 main:581] : INFO : Epoch 1869 | loss: 0.0311876 | val_loss: 0.031207 | Time: 1875.5 ms [2021-12-02 12:13:39 main:581] : INFO : Epoch 1870 | loss: 0.0311874 | val_loss: 0.0312053 | Time: 1862.16 ms [2021-12-02 12:13:41 main:581] : INFO : Epoch 1871 | loss: 0.0311877 | val_loss: 0.0312032 | Time: 1885.54 ms [2021-12-02 12:13:43 main:581] : INFO : Epoch 1872 | loss: 0.0311874 | val_loss: 0.0312042 | Time: 1850.44 ms [2021-12-02 12:13:45 main:581] : INFO : Epoch 1873 | loss: 0.0311887 | val_loss: 0.031205 | Time: 1881.29 ms [2021-12-02 12:13:46 main:581] : INFO : Epoch 1874 | loss: 0.0311871 | val_loss: 0.0312049 | Time: 1830.39 ms [2021-12-02 12:13:48 main:581] : INFO : Epoch 1875 | loss: 0.0311872 | val_loss: 0.0312031 | Time: 1862.46 ms [2021-12-02 12:13:50 main:581] : INFO : Epoch 1876 | loss: 0.031187 | val_loss: 0.0312022 | Time: 1856.86 ms [2021-12-02 12:13:52 main:581] : INFO : Epoch 1877 | loss: 0.0311868 | val_loss: 0.0312036 | Time: 1898.25 ms [2021-12-02 12:13:54 main:581] : INFO : Epoch 1878 | loss: 0.0311892 | val_loss: 0.0312025 | Time: 1881.39 ms [2021-12-02 12:13:56 main:581] : INFO : Epoch 1879 | loss: 0.0311873 | val_loss: 0.0312037 | Time: 1910.28 ms [2021-12-02 12:13:58 main:581] : INFO : Epoch 1880 | loss: 0.0311877 | val_loss: 0.0312026 | Time: 1899.37 ms [2021-12-02 12:14:00 main:581] : INFO : Epoch 1881 | loss: 0.0311886 | val_loss: 0.0312053 | Time: 1877.15 ms [2021-12-02 12:14:02 main:581] : INFO : Epoch 1882 | loss: 0.0311869 | val_loss: 0.031202 | Time: 1921.47 ms [2021-12-02 12:14:03 main:581] : INFO : Epoch 1883 | loss: 0.0311885 | val_loss: 0.0312104 | Time: 1880.45 ms [2021-12-02 12:14:05 main:581] : INFO : Epoch 1884 | loss: 0.0311878 | val_loss: 0.0312037 | Time: 1884.72 ms [2021-12-02 12:14:07 main:581] : INFO : Epoch 1885 | loss: 0.0311874 | val_loss: 0.0312046 | Time: 1876.89 ms [2021-12-02 12:14:09 main:581] : INFO : Epoch 1886 | loss: 0.031186 | val_loss: 0.0312006 | Time: 1903.95 ms [2021-12-02 12:14:11 main:581] : INFO : Epoch 1887 | loss: 0.0311857 | val_loss: 0.0312012 | Time: 1936.55 ms [2021-12-02 12:14:13 main:581] : INFO : Epoch 1888 | loss: 0.0311854 | val_loss: 0.0312013 | Time: 1937.59 ms [2021-12-02 12:14:15 main:581] : INFO : Epoch 1889 | loss: 0.0311852 | val_loss: 0.0312043 | Time: 1917.49 ms [2021-12-02 12:14:17 main:581] : INFO : Epoch 1890 | loss: 0.0311842 | val_loss: 0.0312042 | Time: 1889.68 ms [2021-12-02 12:14:19 main:581] : INFO : Epoch 1891 | loss: 0.031189 | val_loss: 0.0312055 | Time: 1898.68 ms [2021-12-02 12:14:21 main:581] : INFO : Epoch 1892 | loss: 0.0311881 | val_loss: 0.031205 | Time: 1933.68 ms [2021-12-02 12:14:22 main:581] : INFO : Epoch 1893 | loss: 0.031188 | val_loss: 0.0312038 | Time: 1878.39 ms [2021-12-02 12:14:24 main:581] : INFO : Epoch 1894 | loss: 0.0311866 | val_loss: 0.0312031 | Time: 1857.35 ms [2021-12-02 12:14:26 main:581] : INFO : Epoch 1895 | loss: 0.0311856 | val_loss: 0.0312045 | Time: 1891.34 ms [2021-12-02 12:14:28 main:581] : INFO : Epoch 1896 | loss: 0.0311855 | val_loss: 0.0312022 | Time: 1911.5 ms [2021-12-02 12:14:30 main:581] : INFO : Epoch 1897 | loss: 0.0311874 | val_loss: 0.0312013 | Time: 1949.58 ms [2021-12-02 12:14:32 main:581] : INFO : Epoch 1898 | loss: 0.0311865 | val_loss: 0.0312023 | Time: 1905.78 ms [2021-12-02 12:14:34 main:581] : INFO : Epoch 1899 | loss: 0.0311871 | val_loss: 0.0312049 | Time: 1859.12 ms [2021-12-02 12:14:36 main:581] : INFO : Epoch 1900 | loss: 0.0311858 | val_loss: 0.0312041 | Time: 1916.05 ms [2021-12-02 12:14:38 main:581] : INFO : Epoch 1901 | loss: 0.0311877 | val_loss: 0.031203 | Time: 1888.39 ms [2021-12-02 12:14:40 main:581] : INFO : Epoch 1902 | loss: 0.0311895 | val_loss: 0.0312033 | Time: 1877.84 ms [2021-12-02 12:14:41 main:581] : INFO : Epoch 1903 | loss: 0.0311906 | val_loss: 0.0312022 | Time: 1906.98 ms [2021-12-02 12:14:43 main:581] : INFO : Epoch 1904 | loss: 0.0311884 | val_loss: 0.0312041 | Time: 1869.87 ms [2021-12-02 12:14:45 main:581] : INFO : Epoch 1905 | loss: 0.0311892 | val_loss: 0.031205 | Time: 1864.17 ms [2021-12-02 12:14:47 main:581] : INFO : Epoch 1906 | loss: 0.0311879 | val_loss: 0.0312047 | Time: 1908.82 ms [2021-12-02 12:14:49 main:581] : INFO : Epoch 1907 | loss: 0.0311863 | val_loss: 0.0312023 | Time: 1918.26 ms [2021-12-02 12:14:51 main:581] : INFO : Epoch 1908 | loss: 0.0311849 | val_loss: 0.0312042 | Time: 1861.2 ms [2021-12-02 12:14:53 main:581] : INFO : Epoch 1909 | loss: 0.0311862 | val_loss: 0.0312036 | Time: 1863.5 ms [2021-12-02 12:14:55 main:581] : INFO : Epoch 1910 | loss: 0.0311854 | val_loss: 0.0312025 | Time: 1885.39 ms [2021-12-02 12:14:57 main:581] : INFO : Epoch 1911 | loss: 0.0311852 | val_loss: 0.0312024 | Time: 1899.43 ms [2021-12-02 12:14:58 main:581] : INFO : Epoch 1912 | loss: 0.0311866 | val_loss: 0.0312098 | Time: 1879.83 ms [2021-12-02 12:15:00 main:581] : INFO : Epoch 1913 | loss: 0.0311859 | val_loss: 0.0312046 | Time: 1886.77 ms [2021-12-02 12:15:02 main:581] : INFO : Epoch 1914 | loss: 0.0311845 | val_loss: 0.0312036 | Time: 1918.08 ms [2021-12-02 12:15:04 main:581] : INFO : Epoch 1915 | loss: 0.0311851 | val_loss: 0.0312048 | Time: 1867.72 ms [2021-12-02 12:15:06 main:581] : INFO : Epoch 1916 | loss: 0.0311847 | val_loss: 0.0312027 | Time: 1874.05 ms [2021-12-02 12:15:08 main:581] : INFO : Epoch 1917 | loss: 0.0311843 | val_loss: 0.0312024 | Time: 1870.11 ms [2021-12-02 12:15:10 main:581] : INFO : Epoch 1918 | loss: 0.0311839 | val_loss: 0.0312041 | Time: 1860.32 ms [2021-12-02 12:15:12 main:581] : INFO : Epoch 1919 | loss: 0.0311842 | val_loss: 0.0312028 | Time: 1898.9 ms [2021-12-02 12:15:13 main:581] : INFO : Epoch 1920 | loss: 0.0311854 | val_loss: 0.0312036 | Time: 1924.6 ms [2021-12-02 12:15:15 main:581] : INFO : Epoch 1921 | loss: 0.0311833 | val_loss: 0.0312037 | Time: 1901.42 ms [2021-12-02 12:15:17 main:581] : INFO : Epoch 1922 | loss: 0.0311836 | val_loss: 0.0312024 | Time: 1915.57 ms [2021-12-02 12:15:19 main:581] : INFO : Epoch 1923 | loss: 0.0311842 | val_loss: 0.0312029 | Time: 1927.56 ms [2021-12-02 12:15:21 main:581] : INFO : Epoch 1924 | loss: 0.0311839 | val_loss: 0.0312041 | Time: 1905.2 ms [2021-12-02 12:15:23 main:581] : INFO : Epoch 1925 | loss: 0.031184 | val_loss: 0.0312085 | Time: 1931.08 ms [2021-12-02 12:15:25 main:581] : INFO : Epoch 1926 | loss: 0.0311924 | val_loss: 0.0312143 | Time: 1874.51 ms [2021-12-02 12:15:27 main:581] : INFO : Epoch 1927 | loss: 0.0311945 | val_loss: 0.0312082 | Time: 1894.42 ms [2021-12-02 12:15:29 main:581] : INFO : Epoch 1928 | loss: 0.0311917 | val_loss: 0.0312072 | Time: 1902.66 ms [2021-12-02 12:15:31 main:581] : INFO : Epoch 1929 | loss: 0.0311899 | val_loss: 0.0312052 | Time: 1894.83 ms [2021-12-02 12:15:33 main:581] : INFO : Epoch 1930 | loss: 0.0311869 | val_loss: 0.0312051 | Time: 1898.85 ms [2021-12-02 12:15:34 main:581] : INFO : Epoch 1931 | loss: 0.0311871 | val_loss: 0.0312031 | Time: 1882.98 ms [2021-12-02 12:15:36 main:581] : INFO : Epoch 1932 | loss: 0.0311867 | val_loss: 0.0312043 | Time: 1879.35 ms [2021-12-02 12:15:38 main:581] : INFO : Epoch 1933 | loss: 0.0311858 | val_loss: 0.031205 | Time: 1881.81 ms [2021-12-02 12:15:40 main:581] : INFO : Epoch 1934 | loss: 0.0311852 | val_loss: 0.031205 | Time: 1867.8 ms [2021-12-02 12:15:42 main:581] : INFO : Epoch 1935 | loss: 0.0311854 | val_loss: 0.0312044 | Time: 1846.41 ms [2021-12-02 12:15:44 main:581] : INFO : Epoch 1936 | loss: 0.031186 | val_loss: 0.0312031 | Time: 1883.19 ms [2021-12-02 12:15:46 main:581] : INFO : Epoch 1937 | loss: 0.0311854 | val_loss: 0.0312018 | Time: 1830.81 ms [2021-12-02 12:15:47 main:581] : INFO : Epoch 1938 | loss: 0.0311862 | val_loss: 0.0312017 | Time: 1835.71 ms [2021-12-02 12:15:49 main:581] : INFO : Epoch 1939 | loss: 0.0311869 | val_loss: 0.0312027 | Time: 1868.67 ms [2021-12-02 12:15:51 main:581] : INFO : Epoch 1940 | loss: 0.0311855 | val_loss: 0.0312066 | Time: 1832.83 ms [2021-12-02 12:15:53 main:581] : INFO : Epoch 1941 | loss: 0.0311864 | val_loss: 0.0312024 | Time: 1842.2 ms [2021-12-02 12:15:55 main:581] : INFO : Epoch 1942 | loss: 0.0311872 | val_loss: 0.0312052 | Time: 1835.79 ms [2021-12-02 12:15:57 main:581] : INFO : Epoch 1943 | loss: 0.0311903 | val_loss: 0.0312021 | Time: 1832.87 ms [2021-12-02 12:15:59 main:581] : INFO : Epoch 1944 | loss: 0.0311881 | val_loss: 0.0312016 | Time: 1868.34 ms [2021-12-02 12:16:00 main:581] : INFO : Epoch 1945 | loss: 0.0311884 | val_loss: 0.0312023 | Time: 1860.56 ms [2021-12-02 12:16:02 main:581] : INFO : Epoch 1946 | loss: 0.0311877 | val_loss: 0.0312021 | Time: 1884.92 ms [2021-12-02 12:16:04 main:581] : INFO : Epoch 1947 | loss: 0.0311868 | val_loss: 0.0312041 | Time: 1856.22 ms [2021-12-02 12:16:06 main:581] : INFO : Epoch 1948 | loss: 0.0311865 | val_loss: 0.0312039 | Time: 1886.63 ms [2021-12-02 12:16:08 main:581] : INFO : Epoch 1949 | loss: 0.031188 | val_loss: 0.0312028 | Time: 1929.24 ms [2021-12-02 12:16:10 main:581] : INFO : Epoch 1950 | loss: 0.0311872 | val_loss: 0.0312066 | Time: 1902.66 ms [2021-12-02 12:16:12 main:581] : INFO : Epoch 1951 | loss: 0.0311864 | val_loss: 0.0312029 | Time: 1880.2 ms [2021-12-02 12:16:14 main:581] : INFO : Epoch 1952 | loss: 0.0311852 | val_loss: 0.0312037 | Time: 1886.77 ms [2021-12-02 12:16:16 main:581] : INFO : Epoch 1953 | loss: 0.031186 | val_loss: 0.0312021 | Time: 1889.81 ms [2021-12-02 12:16:17 main:581] : INFO : Epoch 1954 | loss: 0.0311852 | val_loss: 0.0312022 | Time: 1852.05 ms [2021-12-02 12:16:19 main:581] : INFO : Epoch 1955 | loss: 0.031185 | val_loss: 0.0312015 | Time: 1888.88 ms [2021-12-02 12:16:21 main:581] : INFO : Epoch 1956 | loss: 0.0311845 | val_loss: 0.0312021 | Time: 1911.48 ms [2021-12-02 12:16:23 main:581] : INFO : Epoch 1957 | loss: 0.0311841 | val_loss: 0.0312018 | Time: 1893.29 ms [2021-12-02 12:16:25 main:581] : INFO : Epoch 1958 | loss: 0.031184 | val_loss: 0.0312032 | Time: 1896.85 ms [2021-12-02 12:16:27 main:581] : INFO : Epoch 1959 | loss: 0.0311869 | val_loss: 0.0312029 | Time: 1904.51 ms [2021-12-02 12:16:29 main:581] : INFO : Epoch 1960 | loss: 0.0311879 | val_loss: 0.0312045 | Time: 1893.4 ms [2021-12-02 12:16:31 main:581] : INFO : Epoch 1961 | loss: 0.0311859 | val_loss: 0.0312038 | Time: 1891.28 ms [2021-12-02 12:16:33 main:581] : INFO : Epoch 1962 | loss: 0.0311858 | val_loss: 0.0312039 | Time: 1870.48 ms [2021-12-02 12:16:34 main:581] : INFO : Epoch 1963 | loss: 0.0311846 | val_loss: 0.0312038 | Time: 1923.45 ms [2021-12-02 12:16:36 main:581] : INFO : Epoch 1964 | loss: 0.031186 | val_loss: 0.0312044 | Time: 1968.52 ms [2021-12-02 12:16:38 main:581] : INFO : Epoch 1965 | loss: 0.0311858 | val_loss: 0.0312048 | Time: 1884.54 ms [2021-12-02 12:16:40 main:581] : INFO : Epoch 1966 | loss: 0.0311866 | val_loss: 0.0312038 | Time: 1962.57 ms [2021-12-02 12:16:42 main:581] : INFO : Epoch 1967 | loss: 0.0311869 | val_loss: 0.0312078 | Time: 1960.53 ms [2021-12-02 12:16:44 main:581] : INFO : Epoch 1968 | loss: 0.0311851 | val_loss: 0.0312059 | Time: 1919.56 ms [2021-12-02 12:16:46 main:581] : INFO : Epoch 1969 | loss: 0.0311848 | val_loss: 0.0312036 | Time: 1906.79 ms [2021-12-02 12:16:48 main:581] : INFO : Epoch 1970 | loss: 0.0311837 | val_loss: 0.0312075 | Time: 1875.01 ms [2021-12-02 12:16:50 main:581] : INFO : Epoch 1971 | loss: 0.0311857 | val_loss: 0.0312044 | Time: 1869.9 ms [2021-12-02 12:16:52 main:581] : INFO : Epoch 1972 | loss: 0.0311846 | val_loss: 0.0312045 | Time: 1863.77 ms [2021-12-02 12:16:54 main:581] : INFO : Epoch 1973 | loss: 0.0311849 | val_loss: 0.0312077 | Time: 1873.58 ms [2021-12-02 12:16:55 main:581] : INFO : Epoch 1974 | loss: 0.0311844 | val_loss: 0.0312044 | Time: 1893.93 ms [2021-12-02 12:16:57 main:581] : INFO : Epoch 1975 | loss: 0.031183 | val_loss: 0.0312042 | Time: 1878.76 ms [2021-12-02 12:16:59 main:581] : INFO : Epoch 1976 | loss: 0.0311828 | val_loss: 0.0312047 | Time: 1880.24 ms [2021-12-02 12:17:01 main:581] : INFO : Epoch 1977 | loss: 0.0311833 | val_loss: 0.0312107 | Time: 1887.72 ms [2021-12-02 12:17:03 main:581] : INFO : Epoch 1978 | loss: 0.0311857 | val_loss: 0.0312046 | Time: 1866.06 ms [2021-12-02 12:17:05 main:581] : INFO : Epoch 1979 | loss: 0.0311845 | val_loss: 0.031207 | Time: 1887.88 ms [2021-12-02 12:17:07 main:581] : INFO : Epoch 1980 | loss: 0.031187 | val_loss: 0.031206 | Time: 1899 ms [2021-12-02 12:17:09 main:581] : INFO : Epoch 1981 | loss: 0.0311863 | val_loss: 0.0312046 | Time: 1876.79 ms [2021-12-02 12:17:11 main:581] : INFO : Epoch 1982 | loss: 0.0311846 | val_loss: 0.0312034 | Time: 1975.61 ms [2021-12-02 12:17:12 main:581] : INFO : Epoch 1983 | loss: 0.0311837 | val_loss: 0.0312046 | Time: 1863.34 ms [2021-12-02 12:17:14 main:581] : INFO : Epoch 1984 | loss: 0.0311829 | val_loss: 0.031203 | Time: 1924.64 ms [2021-12-02 12:17:16 main:581] : INFO : Epoch 1985 | loss: 0.0311815 | val_loss: 0.0312074 | Time: 1870.69 ms [2021-12-02 12:17:18 main:581] : INFO : Epoch 1986 | loss: 0.0311829 | val_loss: 0.0312038 | Time: 1913.64 ms [2021-12-02 12:17:20 main:581] : INFO : Epoch 1987 | loss: 0.0311809 | val_loss: 0.0312045 | Time: 1923.75 ms [2021-12-02 12:17:22 main:581] : INFO : Epoch 1988 | loss: 0.0311818 | val_loss: 0.0312053 | Time: 1875.99 ms [2021-12-02 12:17:24 main:581] : INFO : Epoch 1989 | loss: 0.031183 | val_loss: 0.0312018 | Time: 1936.52 ms [2021-12-02 12:17:26 main:581] : INFO : Epoch 1990 | loss: 0.0311861 | val_loss: 0.0312037 | Time: 1863.15 ms [2021-12-02 12:17:28 main:581] : INFO : Epoch 1991 | loss: 0.0311817 | val_loss: 0.0312022 | Time: 1876 ms [2021-12-02 12:17:30 main:581] : INFO : Epoch 1992 | loss: 0.0311838 | val_loss: 0.031205 | Time: 1875.51 ms [2021-12-02 12:17:31 main:581] : INFO : Epoch 1993 | loss: 0.0311829 | val_loss: 0.0312048 | Time: 1862.76 ms [2021-12-02 12:17:33 main:581] : INFO : Epoch 1994 | loss: 0.0311829 | val_loss: 0.0312043 | Time: 1886.94 ms [2021-12-02 12:17:35 main:581] : INFO : Epoch 1995 | loss: 0.0311839 | val_loss: 0.0312046 | Time: 1877.68 ms [2021-12-02 12:17:37 main:581] : INFO : Epoch 1996 | loss: 0.0311838 | val_loss: 0.0312047 | Time: 1880.33 ms [2021-12-02 12:17:39 main:581] : INFO : Epoch 1997 | loss: 0.031185 | val_loss: 0.0312063 | Time: 1887.97 ms [2021-12-02 12:17:41 main:581] : INFO : Epoch 1998 | loss: 0.0311843 | val_loss: 0.0312039 | Time: 1898.15 ms [2021-12-02 12:17:43 main:581] : INFO : Epoch 1999 | loss: 0.0311832 | val_loss: 0.0312019 | Time: 1895.73 ms [2021-12-02 12:17:45 main:581] : INFO : Epoch 2000 | loss: 0.0311831 | val_loss: 0.0312054 | Time: 1897.04 ms [2021-12-02 12:17:47 main:581] : INFO : Epoch 2001 | loss: 0.0311821 | val_loss: 0.0312028 | Time: 1922.98 ms [2021-12-02 12:17:48 main:581] : INFO : Epoch 2002 | loss: 0.0311806 | val_loss: 0.0312031 | Time: 1892.16 ms [2021-12-02 12:17:50 main:581] : INFO : Epoch 2003 | loss: 0.0311807 | val_loss: 0.0312024 | Time: 1904.15 ms [2021-12-02 12:17:52 main:581] : INFO : Epoch 2004 | loss: 0.0311813 | val_loss: 0.0312025 | Time: 1866.64 ms [2021-12-02 12:17:54 main:581] : INFO : Epoch 2005 | loss: 0.0311813 | val_loss: 0.0312024 | Time: 1884.67 ms [2021-12-02 12:17:56 main:581] : INFO : Epoch 2006 | loss: 0.0311807 | val_loss: 0.0312039 | Time: 1891.05 ms [2021-12-02 12:17:58 main:581] : INFO : Epoch 2007 | loss: 0.0311811 | val_loss: 0.0312027 | Time: 1880.36 ms [2021-12-02 12:18:00 main:581] : INFO : Epoch 2008 | loss: 0.0311823 | val_loss: 0.0312036 | Time: 1886.83 ms [2021-12-02 12:18:02 main:581] : INFO : Epoch 2009 | loss: 0.0311846 | val_loss: 0.0312049 | Time: 1925.15 ms [2021-12-02 12:18:04 main:581] : INFO : Epoch 2010 | loss: 0.0311838 | val_loss: 0.0312025 | Time: 1904.83 ms [2021-12-02 12:18:05 main:581] : INFO : Epoch 2011 | loss: 0.031184 | val_loss: 0.0312062 | Time: 1872.34 ms [2021-12-02 12:18:07 main:581] : INFO : Epoch 2012 | loss: 0.0311835 | val_loss: 0.031202 | Time: 1884.39 ms [2021-12-02 12:18:09 main:581] : INFO : Epoch 2013 | loss: 0.0311806 | val_loss: 0.0312029 | Time: 1868.51 ms [2021-12-02 12:18:11 main:581] : INFO : Epoch 2014 | loss: 0.0311813 | val_loss: 0.0312024 | Time: 1873.71 ms [2021-12-02 12:18:13 main:581] : INFO : Epoch 2015 | loss: 0.0311813 | val_loss: 0.0312039 | Time: 1900.76 ms [2021-12-02 12:18:15 main:581] : INFO : Epoch 2016 | loss: 0.0311822 | val_loss: 0.0312057 | Time: 1860.05 ms [2021-12-02 12:18:17 main:581] : INFO : Epoch 2017 | loss: 0.0311804 | val_loss: 0.0312069 | Time: 1871.97 ms [2021-12-02 12:18:19 main:581] : INFO : Epoch 2018 | loss: 0.0311816 | val_loss: 0.0312037 | Time: 1904.22 ms [2021-12-02 12:18:21 main:581] : INFO : Epoch 2019 | loss: 0.0311826 | val_loss: 0.0312084 | Time: 1926.2 ms [2021-12-02 12:18:22 main:581] : INFO : Epoch 2020 | loss: 0.0311816 | val_loss: 0.0312035 | Time: 1876.1 ms [2021-12-02 12:18:24 main:581] : INFO : Epoch 2021 | loss: 0.0311812 | val_loss: 0.031207 | Time: 1874.64 ms [2021-12-02 12:18:26 main:581] : INFO : Epoch 2022 | loss: 0.0311819 | val_loss: 0.0312035 | Time: 1924.06 ms [2021-12-02 12:18:28 main:581] : INFO : Epoch 2023 | loss: 0.0311805 | val_loss: 0.0312027 | Time: 1880.4 ms [2021-12-02 12:18:30 main:581] : INFO : Epoch 2024 | loss: 0.0311867 | val_loss: 0.0312094 | Time: 1864.12 ms [2021-12-02 12:18:32 main:581] : INFO : Epoch 2025 | loss: 0.0311885 | val_loss: 0.0312097 | Time: 1861.43 ms [2021-12-02 12:18:34 main:581] : INFO : Epoch 2026 | loss: 0.0311897 | val_loss: 0.0312125 | Time: 1911.62 ms [2021-12-02 12:18:36 main:581] : INFO : Epoch 2027 | loss: 0.0311906 | val_loss: 0.0312064 | Time: 1864.9 ms [2021-12-02 12:18:37 main:581] : INFO : Epoch 2028 | loss: 0.0311885 | val_loss: 0.031211 | Time: 1879.12 ms [2021-12-02 12:18:39 main:581] : INFO : Epoch 2029 | loss: 0.0311875 | val_loss: 0.0312051 | Time: 1893.81 ms [2021-12-02 12:18:41 main:581] : INFO : Epoch 2030 | loss: 0.0311865 | val_loss: 0.0312057 | Time: 1883.74 ms [2021-12-02 12:18:43 main:581] : INFO : Epoch 2031 | loss: 0.0311863 | val_loss: 0.0312031 | Time: 1872.54 ms [2021-12-02 12:18:45 main:581] : INFO : Epoch 2032 | loss: 0.0311869 | val_loss: 0.0312086 | Time: 1885.96 ms [2021-12-02 12:18:47 main:581] : INFO : Epoch 2033 | loss: 0.0311856 | val_loss: 0.0312052 | Time: 1930.63 ms [2021-12-02 12:18:49 main:581] : INFO : Epoch 2034 | loss: 0.0311848 | val_loss: 0.0312049 | Time: 1884.74 ms [2021-12-02 12:18:51 main:581] : INFO : Epoch 2035 | loss: 0.0311863 | val_loss: 0.0312031 | Time: 1915.89 ms [2021-12-02 12:18:53 main:581] : INFO : Epoch 2036 | loss: 0.0311843 | val_loss: 0.0312057 | Time: 1895.17 ms [2021-12-02 12:18:55 main:581] : INFO : Epoch 2037 | loss: 0.0311843 | val_loss: 0.0312004 | Time: 1893 ms [2021-12-02 12:18:56 main:581] : INFO : Epoch 2038 | loss: 0.0311836 | val_loss: 0.0312046 | Time: 1897.8 ms [2021-12-02 12:18:58 main:581] : INFO : Epoch 2039 | loss: 0.0311826 | val_loss: 0.0312025 | Time: 1890.55 ms [2021-12-02 12:19:00 main:581] : INFO : Epoch 2040 | loss: 0.0311826 | val_loss: 0.0312005 | Time: 1901.76 ms [2021-12-02 12:19:02 main:581] : INFO : Epoch 2041 | loss: 0.0311835 | val_loss: 0.0312061 | Time: 1889.86 ms [2021-12-02 12:19:04 main:581] : INFO : Epoch 2042 | loss: 0.0311842 | val_loss: 0.0312034 | Time: 1875.5 ms [2021-12-02 12:19:06 main:581] : INFO : Epoch 2043 | loss: 0.0311834 | val_loss: 0.0312023 | Time: 1915.09 ms [2021-12-02 12:19:08 main:581] : INFO : Epoch 2044 | loss: 0.0311854 | val_loss: 0.0312065 | Time: 1929.29 ms [2021-12-02 12:19:10 main:581] : INFO : Epoch 2045 | loss: 0.0311816 | val_loss: 0.0312024 | Time: 1886.65 ms [2021-12-02 12:19:12 main:581] : INFO : Epoch 2046 | loss: 0.0311813 | val_loss: 0.0312055 | Time: 1887.76 ms [2021-12-02 12:19:13 main:581] : INFO : Epoch 2047 | loss: 0.0311807 | val_loss: 0.0312034 | Time: 1898.18 ms [2021-12-02 12:19:15 main:581] : INFO : Epoch 2048 | loss: 0.03118 | val_loss: 0.0312016 | Time: 1912.36 ms [2021-12-02 12:19:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312016 [2021-12-02 12:19:15 main:610] : INFO : Saving end state to config to file [2021-12-02 12:19:15 main:615] : INFO : Success, exiting.. 12:19:15 (10764): 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)