Task 5142402
| Name | ParityMachine-1619581696-30398-0_1 |
| Workunit | 3066280 |
| Created | 4 May 2021, 0:58:21 UTC |
| Sent | 4 May 2021, 2:38:37 UTC |
| Report deadline | 12 May 2021, 2:38:37 UTC |
| Received | 4 May 2021, 13:31:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 4 min 47 sec |
| CPU time | 1 hours 4 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ain:581] : INFO : Epoch 1538 | loss: 0.0309862 | val_loss: 0.0312871 | Time: 1869.21 ms [2021-05-04 08:14:53 main:581] : INFO : Epoch 1539 | loss: 0.0309834 | val_loss: 0.0312973 | Time: 1849.51 ms [2021-05-04 08:14:55 main:581] : INFO : Epoch 1540 | loss: 0.0309841 | val_loss: 0.031316 | Time: 1875.86 ms [2021-05-04 08:14:57 main:581] : INFO : Epoch 1541 | loss: 0.0309871 | val_loss: 0.0313136 | Time: 1861.99 ms [2021-05-04 08:14:59 main:581] : INFO : Epoch 1542 | loss: 0.0309794 | val_loss: 0.031293 | Time: 1847.61 ms [2021-05-04 08:15:00 main:581] : INFO : Epoch 1543 | loss: 0.0309858 | val_loss: 0.0313106 | Time: 1927.8 ms [2021-05-04 08:15:02 main:581] : INFO : Epoch 1544 | loss: 0.0309887 | val_loss: 0.03127 | Time: 1882.28 ms [2021-05-04 08:15:04 main:581] : INFO : Epoch 1545 | loss: 0.030981 | val_loss: 0.0312739 | Time: 1893.19 ms [2021-05-04 08:15:06 main:581] : INFO : Epoch 1546 | loss: 0.0309831 | val_loss: 0.0313709 | Time: 1880.79 ms [2021-05-04 08:15:08 main:581] : INFO : Epoch 1547 | loss: 0.030991 | val_loss: 0.0312721 | Time: 1882.5 ms [2021-05-04 08:15:10 main:581] : INFO : Epoch 1548 | loss: 0.0309895 | val_loss: 0.0312968 | Time: 1893.66 ms [2021-05-04 08:15:12 main:581] : INFO : Epoch 1549 | loss: 0.0309857 | val_loss: 0.0313244 | Time: 1861.35 ms [2021-05-04 08:15:14 main:581] : INFO : Epoch 1550 | loss: 0.0309866 | val_loss: 0.0313212 | Time: 1876.7 ms [2021-05-04 08:15:16 main:581] : INFO : Epoch 1551 | loss: 0.0309893 | val_loss: 0.0312877 | Time: 1874.84 ms [2021-05-04 08:15:17 main:581] : INFO : Epoch 1552 | loss: 0.0309921 | val_loss: 0.0313487 | Time: 1863.05 ms [2021-05-04 08:15:19 main:581] : INFO : Epoch 1553 | loss: 0.0309844 | val_loss: 0.0313216 | Time: 1874.28 ms [2021-05-04 08:15:21 main:581] : INFO : Epoch 1554 | loss: 0.0309907 | val_loss: 0.0312954 | Time: 1931.28 ms [2021-05-04 08:15:23 main:581] : INFO : Epoch 1555 | loss: 0.0309957 | val_loss: 0.0312732 | Time: 1844.7 ms [2021-05-04 08:15:25 main:581] : INFO : Epoch 1556 | loss: 0.0309861 | val_loss: 0.0313352 | Time: 1935.4 ms [2021-05-04 08:15:27 main:581] : INFO : Epoch 1557 | loss: 0.0309834 | val_loss: 0.0313347 | Time: 1894.14 ms [2021-05-04 08:15:29 main:581] : INFO : Epoch 1558 | loss: 0.0309793 | val_loss: 0.0312909 | Time: 1909.68 ms [2021-05-04 08:15:31 main:581] : INFO : Epoch 1559 | loss: 0.0309918 | val_loss: 0.0312932 | Time: 1931.85 ms [2021-05-04 08:15:32 main:581] : INFO : Epoch 1560 | loss: 0.0309877 | val_loss: 0.0312518 | Time: 1765.75 ms [2021-05-04 08:15:34 main:581] : INFO : Epoch 1561 | loss: 0.0309877 | val_loss: 0.0313195 | Time: 1852.37 ms [2021-05-04 08:15:36 main:581] : INFO : Epoch 1562 | loss: 0.0309791 | val_loss: 0.0312976 | Time: 1867.37 ms [2021-05-04 08:15:38 main:581] : INFO : Epoch 1563 | loss: 0.0309774 | val_loss: 0.0313268 | Time: 1869.17 ms [2021-05-04 08:15:40 main:581] : INFO : Epoch 1564 | loss: 0.0309923 | val_loss: 0.0313167 | Time: 1897.69 ms [2021-05-04 08:15:42 main:581] : INFO : Epoch 1565 | loss: 0.0309903 | val_loss: 0.0313295 | Time: 1870.98 ms [2021-05-04 08:15:44 main:581] : INFO : Epoch 1566 | loss: 0.0309847 | val_loss: 0.0312997 | Time: 1881.08 ms [2021-05-04 08:15:46 main:581] : INFO : Epoch 1567 | loss: 0.0310002 | val_loss: 0.0312981 | Time: 1864.02 ms [2021-05-04 08:15:47 main:581] : INFO : Epoch 1568 | loss: 0.0309966 | val_loss: 0.0313503 | Time: 1857.74 ms [2021-05-04 08:15:49 main:581] : INFO : Epoch 1569 | loss: 0.0309989 | val_loss: 0.031366 | Time: 1809.61 ms [2021-05-04 08:15:51 main:581] : INFO : Epoch 1570 | loss: 0.0309974 | val_loss: 0.0313001 | Time: 1930.25 ms [2021-05-04 08:15:53 main:581] : INFO : Epoch 1571 | loss: 0.0309898 | val_loss: 0.0313493 | Time: 1885.07 ms [2021-05-04 08:15:55 main:581] : INFO : Epoch 1572 | loss: 0.0309909 | val_loss: 0.031285 | Time: 1833.21 ms [2021-05-04 08:15:57 main:581] : INFO : Epoch 1573 | loss: 0.0309885 | val_loss: 0.0312669 | Time: 1945.33 ms [2021-05-04 08:15:59 main:581] : INFO : Epoch 1574 | loss: 0.0309901 | val_loss: 0.0312866 | Time: 1882.12 ms [2021-05-04 08:16:01 main:581] : INFO : Epoch 1575 | loss: 0.0309819 | val_loss: 0.0313089 | Time: 1987.6 ms [2021-05-04 08:16:03 main:581] : INFO : Epoch 1576 | loss: 0.0309848 | val_loss: 0.0313018 | Time: 1857.67 ms [2021-05-04 08:16:04 main:581] : INFO : Epoch 1577 | loss: 0.030984 | val_loss: 0.0313079 | Time: 1899.59 ms [2021-05-04 08:16:06 main:581] : INFO : Epoch 1578 | loss: 0.0309837 | val_loss: 0.0312946 | Time: 1845.71 ms [2021-05-04 08:16:08 main:581] : INFO : Epoch 1579 | loss: 0.0309769 | val_loss: 0.0313093 | Time: 1858.73 ms [2021-05-04 08:16:10 main:581] : INFO : Epoch 1580 | loss: 0.0309973 | val_loss: 0.0312851 | Time: 1830.02 ms [2021-05-04 08:16:12 main:581] : INFO : Epoch 1581 | loss: 0.0309912 | val_loss: 0.0312879 | Time: 1845.11 ms [2021-05-04 08:16:14 main:581] : INFO : Epoch 1582 | loss: 0.0309902 | val_loss: 0.0313117 | Time: 1774.82 ms [2021-05-04 08:16:16 main:581] : INFO : Epoch 1583 | loss: 0.0309895 | val_loss: 0.0312993 | Time: 1922.08 ms [2021-05-04 08:16:17 main:581] : INFO : Epoch 1584 | loss: 0.0309918 | val_loss: 0.0313226 | Time: 1892.17 ms [2021-05-04 08:16:19 main:581] : INFO : Epoch 1585 | loss: 0.0309832 | val_loss: 0.0312791 | Time: 1862.31 ms [2021-05-04 08:16:21 main:581] : INFO : Epoch 1586 | loss: 0.0309803 | val_loss: 0.0313434 | Time: 1903.39 ms [2021-05-04 08:16:23 main:581] : INFO : Epoch 1587 | loss: 0.030988 | val_loss: 0.0312841 | Time: 1814.96 ms [2021-05-04 08:16:25 main:581] : INFO : Epoch 1588 | loss: 0.0309913 | val_loss: 0.0313206 | Time: 1878.74 ms [2021-05-04 08:16:27 main:581] : INFO : Epoch 1589 | loss: 0.0309866 | val_loss: 0.031333 | Time: 1872.69 ms [2021-05-04 08:16:29 main:581] : INFO : Epoch 1590 | loss: 0.0309815 | val_loss: 0.0313331 | Time: 1814.31 ms [2021-05-04 08:16:30 main:581] : INFO : Epoch 1591 | loss: 0.030979 | val_loss: 0.0313352 | Time: 1880.5 ms [2021-05-04 08:16:32 main:581] : INFO : Epoch 1592 | loss: 0.0309988 | val_loss: 0.0313148 | Time: 1865.23 ms [2021-05-04 08:16:34 main:581] : INFO : Epoch 1593 | loss: 0.0309968 | val_loss: 0.031295 | Time: 1833.67 ms [2021-05-04 08:16:36 main:581] : INFO : Epoch 1594 | loss: 0.0309819 | val_loss: 0.0312858 | Time: 1942.5 ms [2021-05-04 08:16:38 main:581] : INFO : Epoch 1595 | loss: 0.0309813 | val_loss: 0.0313118 | Time: 1879.25 ms [2021-05-04 08:16:40 main:581] : INFO : Epoch 1596 | loss: 0.0309851 | val_loss: 0.0312852 | Time: 1865.95 ms [2021-05-04 08:16:42 main:581] : INFO : Epoch 1597 | loss: 0.0309946 | val_loss: 0.0312495 | Time: 1870.71 ms [2021-05-04 08:16:44 main:581] : INFO : Epoch 1598 | loss: 0.0309919 | val_loss: 0.0312823 | Time: 1868.24 ms [2021-05-04 08:16:45 main:581] : INFO : Epoch 1599 | loss: 0.0309813 | val_loss: 0.0312992 | Time: 1853.39 ms [2021-05-04 08:16:47 main:581] : INFO : Epoch 1600 | loss: 0.0309857 | val_loss: 0.0313128 | Time: 1930.81 ms [2021-05-04 08:16:49 main:581] : INFO : Epoch 1601 | loss: 0.0309822 | val_loss: 0.0313076 | Time: 1787.93 ms [2021-05-04 08:16:51 main:581] : INFO : Epoch 1602 | loss: 0.030993 | val_loss: 0.0313272 | Time: 1892.27 ms [2021-05-04 08:16:53 main:581] : INFO : Epoch 1603 | loss: 0.030994 | val_loss: 0.0313225 | Time: 1922.25 ms [2021-05-04 08:16:55 main:581] : INFO : Epoch 1604 | loss: 0.0309868 | val_loss: 0.0312828 | Time: 1896.46 ms [2021-05-04 08:16:57 main:581] : INFO : Epoch 1605 | loss: 0.0309959 | val_loss: 0.0313058 | Time: 1880.21 ms [2021-05-04 08:16:59 main:581] : INFO : Epoch 1606 | loss: 0.0309815 | val_loss: 0.0312899 | Time: 1878.35 ms [2021-05-04 08:17:01 main:581] : INFO : Epoch 1607 | loss: 0.0309954 | val_loss: 0.0312832 | Time: 1860.41 ms [2021-05-04 08:17:02 main:581] : INFO : Epoch 1608 | loss: 0.0309956 | val_loss: 0.0313053 | Time: 1859.53 ms [2021-05-04 08:17:04 main:581] : INFO : Epoch 1609 | loss: 0.0309994 | val_loss: 0.0312622 | Time: 1890.85 ms [2021-05-04 08:17:06 main:581] : INFO : Epoch 1610 | loss: 0.0309906 | val_loss: 0.0313209 | Time: 1907.16 ms [2021-05-04 08:17:08 main:581] : INFO : Epoch 1611 | loss: 0.0309852 | val_loss: 0.0313076 | Time: 1871.26 ms [2021-05-04 08:17:10 main:581] : INFO : Epoch 1612 | loss: 0.0309828 | val_loss: 0.0312833 | Time: 1830.7 ms [2021-05-04 08:17:12 main:581] : INFO : Epoch 1613 | loss: 0.0309887 | val_loss: 0.0313046 | Time: 2016.15 ms [2021-05-04 08:17:14 main:581] : INFO : Epoch 1614 | loss: 0.030992 | val_loss: 0.0313154 | Time: 2065.64 ms [2021-05-04 08:17:16 main:581] : INFO : Epoch 1615 | loss: 0.030989 | val_loss: 0.0312778 | Time: 1813.93 ms [2021-05-04 08:17:18 main:581] : INFO : Epoch 1616 | loss: 0.030994 | val_loss: 0.0312923 | Time: 1866.97 ms [2021-05-04 08:17:20 main:581] : INFO : Epoch 1617 | loss: 0.0309896 | val_loss: 0.0313059 | Time: 1868.61 ms [2021-05-04 08:17:21 main:581] : INFO : Epoch 1618 | loss: 0.0309781 | val_loss: 0.0312928 | Time: 1743.23 ms [2021-05-04 08:17:23 main:581] : INFO : Epoch 1619 | loss: 0.0309832 | val_loss: 0.0312957 | Time: 1782.07 ms [2021-05-04 08:17:25 main:581] : INFO : Epoch 1620 | loss: 0.0309809 | val_loss: 0.0313353 | Time: 1803.46 ms [2021-05-04 08:17:27 main:581] : INFO : Epoch 1621 | loss: 0.0309891 | val_loss: 0.031332 | Time: 1850.92 ms [2021-05-04 08:17:29 main:581] : INFO : Epoch 1622 | loss: 0.0309925 | val_loss: 0.0313143 | Time: 1872.82 ms [2021-05-04 08:17:30 main:581] : INFO : Epoch 1623 | loss: 0.0309834 | val_loss: 0.0313095 | Time: 1789.76 ms [2021-05-04 08:17:32 main:581] : INFO : Epoch 1624 | loss: 0.0309809 | val_loss: 0.0312823 | Time: 1883.58 ms [2021-05-04 08:17:34 main:581] : INFO : Epoch 1625 | loss: 0.0309788 | val_loss: 0.0313406 | Time: 1935.48 ms [2021-05-04 08:17:36 main:581] : INFO : Epoch 1626 | loss: 0.0309801 | val_loss: 0.0313063 | Time: 1843.56 ms [2021-05-04 08:17:38 main:581] : INFO : Epoch 1627 | loss: 0.0309873 | val_loss: 0.0313106 | Time: 1942.45 ms [2021-05-04 08:17:40 main:581] : INFO : Epoch 1628 | loss: 0.0309798 | val_loss: 0.0313233 | Time: 1894.72 ms [2021-05-04 08:17:42 main:581] : INFO : Epoch 1629 | loss: 0.0309745 | val_loss: 0.0313792 | Time: 1891.78 ms [2021-05-04 08:17:44 main:581] : INFO : Epoch 1630 | loss: 0.030987 | val_loss: 0.0313236 | Time: 1939.33 ms [2021-05-04 08:17:46 main:581] : INFO : Epoch 1631 | loss: 0.0309863 | val_loss: 0.0313036 | Time: 1884.11 ms [2021-05-04 08:17:47 main:581] : INFO : Epoch 1632 | loss: 0.0309855 | val_loss: 0.0313068 | Time: 1879.64 ms [2021-05-04 08:17:49 main:581] : INFO : Epoch 1633 | loss: 0.0309804 | val_loss: 0.0313038 | Time: 1916.04 ms [2021-05-04 08:17:51 main:581] : INFO : Epoch 1634 | loss: 0.0309885 | val_loss: 0.0312987 | Time: 1816.86 ms [2021-05-04 08:17:53 main:581] : INFO : Epoch 1635 | loss: 0.0309878 | val_loss: 0.0313001 | Time: 1890.35 ms [2021-05-04 08:17:55 main:581] : INFO : Epoch 1636 | loss: 0.0309922 | val_loss: 0.0313211 | Time: 1870.47 ms [2021-05-04 08:17:57 main:581] : INFO : Epoch 1637 | loss: 0.0309889 | val_loss: 0.0313024 | Time: 1836.94 ms [2021-05-04 08:17:59 main:581] : INFO : Epoch 1638 | loss: 0.0309875 | val_loss: 0.0313414 | Time: 1844.73 ms [2021-05-04 08:18:00 main:581] : INFO : Epoch 1639 | loss: 0.0309853 | val_loss: 0.0312843 | Time: 1844.15 ms [2021-05-04 08:18:02 main:581] : INFO : Epoch 1640 | loss: 0.0310029 | val_loss: 0.0312616 | Time: 1909.27 ms [2021-05-04 08:18:04 main:581] : INFO : Epoch 1641 | loss: 0.0309899 | val_loss: 0.0312941 | Time: 1899.57 ms [2021-05-04 08:18:06 main:581] : INFO : Epoch 1642 | loss: 0.0309783 | val_loss: 0.0313242 | Time: 1867.53 ms [2021-05-04 08:18:08 main:581] : INFO : Epoch 1643 | loss: 0.0309845 | val_loss: 0.0313445 | Time: 1839.94 ms [2021-05-04 08:18:10 main:581] : INFO : Epoch 1644 | loss: 0.0309784 | val_loss: 0.031295 | Time: 1907.6 ms [2021-05-04 08:18:12 main:581] : INFO : Epoch 1645 | loss: 0.0309857 | val_loss: 0.0312915 | Time: 1810.76 ms [2021-05-04 08:18:14 main:581] : INFO : Epoch 1646 | loss: 0.0309951 | val_loss: 0.0312782 | Time: 1858.46 ms [2021-05-04 08:18:15 main:581] : INFO : Epoch 1647 | loss: 0.0309866 | val_loss: 0.0313012 | Time: 1858.69 ms [2021-05-04 08:18:17 main:581] : INFO : Epoch 1648 | loss: 0.0309812 | val_loss: 0.0313215 | Time: 1865.49 ms [2021-05-04 08:18:19 main:581] : INFO : Epoch 1649 | loss: 0.0309797 | val_loss: 0.0312839 | Time: 1865.44 ms [2021-05-04 08:18:21 main:581] : INFO : Epoch 1650 | loss: 0.0309835 | val_loss: 0.0313039 | Time: 1884.7 ms [2021-05-04 08:18:23 main:581] : INFO : Epoch 1651 | loss: 0.0309843 | val_loss: 0.0313052 | Time: 1770.19 ms [2021-05-04 08:18:25 main:581] : INFO : Epoch 1652 | loss: 0.0309868 | val_loss: 0.0312831 | Time: 1825.05 ms [2021-05-04 08:18:27 main:581] : INFO : Epoch 1653 | loss: 0.030986 | val_loss: 0.0312671 | Time: 1897.25 ms [2021-05-04 08:18:28 main:581] : INFO : Epoch 1654 | loss: 0.0309886 | val_loss: 0.0313204 | Time: 1885.5 ms [2021-05-04 08:18:30 main:581] : INFO : Epoch 1655 | loss: 0.0309905 | val_loss: 0.0313039 | Time: 1881.25 ms [2021-05-04 08:18:32 main:581] : INFO : Epoch 1656 | loss: 0.030986 | val_loss: 0.0312711 | Time: 1872.33 ms [2021-05-04 08:18:34 main:581] : INFO : Epoch 1657 | loss: 0.0309821 | val_loss: 0.0313381 | Time: 1913.97 ms [2021-05-04 08:18:36 main:581] : INFO : Epoch 1658 | loss: 0.0309899 | val_loss: 0.0313049 | Time: 1897.89 ms [2021-05-04 08:18:38 main:581] : INFO : Epoch 1659 | loss: 0.0309868 | val_loss: 0.0312947 | Time: 1917.39 ms [2021-05-04 08:18:40 main:581] : INFO : Epoch 1660 | loss: 0.0309852 | val_loss: 0.0313147 | Time: 1916.71 ms [2021-05-04 08:18:42 main:581] : INFO : Epoch 1661 | loss: 0.0309785 | val_loss: 0.0313201 | Time: 1843.04 ms [2021-05-04 08:18:44 main:581] : INFO : Epoch 1662 | loss: 0.0309779 | val_loss: 0.0313016 | Time: 1891.7 ms [2021-05-04 08:18:45 main:581] : INFO : Epoch 1663 | loss: 0.0309981 | val_loss: 0.0313137 | Time: 1873.88 ms [2021-05-04 08:18:47 main:581] : INFO : Epoch 1664 | loss: 0.0309858 | val_loss: 0.0312964 | Time: 1890.39 ms [2021-05-04 08:18:49 main:581] : INFO : Epoch 1665 | loss: 0.0309853 | val_loss: 0.031304 | Time: 1900.14 ms [2021-05-04 08:18:51 main:581] : INFO : Epoch 1666 | loss: 0.0309879 | val_loss: 0.0312903 | Time: 1879.83 ms [2021-05-04 08:18:53 main:581] : INFO : Epoch 1667 | loss: 0.0309825 | val_loss: 0.0312706 | Time: 1893.93 ms [2021-05-04 08:18:55 main:581] : INFO : Epoch 1668 | loss: 0.0309949 | val_loss: 0.0313275 | Time: 1900.11 ms [2021-05-04 08:18:57 main:581] : INFO : Epoch 1669 | loss: 0.0310001 | val_loss: 0.0313003 | Time: 1902.45 ms [2021-05-04 08:18:59 main:581] : INFO : Epoch 1670 | loss: 0.0309936 | val_loss: 0.0313116 | Time: 1905.94 ms [2021-05-04 08:19:01 main:581] : INFO : Epoch 1671 | loss: 0.0309887 | val_loss: 0.0313103 | Time: 1933.73 ms [2021-05-04 08:19:03 main:581] : INFO : Epoch 1672 | loss: 0.0309915 | val_loss: 0.0313109 | Time: 1927.37 ms [2021-05-04 08:19:04 main:581] : INFO : Epoch 1673 | loss: 0.030983 | val_loss: 0.0312703 | Time: 1928.36 ms [2021-05-04 08:19:06 main:581] : INFO : Epoch 1674 | loss: 0.0309816 | val_loss: 0.0313143 | Time: 1889.4 ms [2021-05-04 08:19:08 main:581] : INFO : Epoch 1675 | loss: 0.0309867 | val_loss: 0.0312821 | Time: 1934.06 ms [2021-05-04 08:19:10 main:581] : INFO : Epoch 1676 | loss: 0.0309891 | val_loss: 0.0312918 | Time: 1926.36 ms [2021-05-04 08:19:12 main:581] : INFO : Epoch 1677 | loss: 0.0309975 | val_loss: 0.0312916 | Time: 1955.52 ms [2021-05-04 08:19:14 main:581] : INFO : Epoch 1678 | loss: 0.030999 | val_loss: 0.0313028 | Time: 1874.33 ms [2021-05-04 08:19:16 main:581] : INFO : Epoch 1679 | loss: 0.0309839 | val_loss: 0.0312795 | Time: 1910.29 ms [2021-05-04 08:19:18 main:581] : INFO : Epoch 1680 | loss: 0.0309838 | val_loss: 0.0313292 | Time: 1947.13 ms [2021-05-04 08:19:20 main:581] : INFO : Epoch 1681 | loss: 0.0309823 | val_loss: 0.0312623 | Time: 1950.95 ms [2021-05-04 08:19:22 main:581] : INFO : Epoch 1682 | loss: 0.0309984 | val_loss: 0.0312665 | Time: 1956.4 ms [2021-05-04 08:19:24 main:581] : INFO : Epoch 1683 | loss: 0.0310099 | val_loss: 0.0312798 | Time: 1945.67 ms [2021-05-04 08:19:26 main:581] : INFO : Epoch 1684 | loss: 0.031003 | val_loss: 0.0312624 | Time: 1891.05 ms [2021-05-04 08:19:28 main:581] : INFO : Epoch 1685 | loss: 0.0309908 | val_loss: 0.0312993 | Time: 1946.08 ms [2021-05-04 08:19:30 main:581] : INFO : Epoch 1686 | loss: 0.030986 | val_loss: 0.0312674 | Time: 1952.82 ms [2021-05-04 08:19:31 main:581] : INFO : Epoch 1687 | loss: 0.0309956 | val_loss: 0.0312776 | Time: 1913.36 ms [2021-05-04 08:19:33 main:581] : INFO : Epoch 1688 | loss: 0.0309905 | val_loss: 0.0313011 | Time: 1944 ms [2021-05-04 08:19:35 main:581] : INFO : Epoch 1689 | loss: 0.0309787 | val_loss: 0.0313024 | Time: 1958.76 ms [2021-05-04 08:19:37 main:581] : INFO : Epoch 1690 | loss: 0.0309852 | val_loss: 0.0312784 | Time: 1935.1 ms [2021-05-04 08:19:39 main:581] : INFO : Epoch 1691 | loss: 0.0309936 | val_loss: 0.0312642 | Time: 1896.07 ms [2021-05-04 08:19:41 main:581] : INFO : Epoch 1692 | loss: 0.0310003 | val_loss: 0.0312808 | Time: 1883.73 ms [2021-05-04 08:19:43 main:581] : INFO : Epoch 1693 | loss: 0.0309951 | val_loss: 0.0312816 | Time: 1918.39 ms [2021-05-04 08:19:45 main:581] : INFO : Epoch 1694 | loss: 0.0309816 | val_loss: 0.0313191 | Time: 1889.66 ms [2021-05-04 08:19:47 main:581] : INFO : Epoch 1695 | loss: 0.0309759 | val_loss: 0.0312995 | Time: 1916.56 ms [2021-05-04 08:19:49 main:581] : INFO : Epoch 1696 | loss: 0.0309747 | val_loss: 0.0312926 | Time: 1908.74 ms [2021-05-04 08:19:51 main:581] : INFO : Epoch 1697 | loss: 0.0309746 | val_loss: 0.0313175 | Time: 1905.89 ms [2021-05-04 08:19:53 main:581] : INFO : Epoch 1698 | loss: 0.0309845 | val_loss: 0.0312962 | Time: 1912.07 ms [2021-05-04 08:19:54 main:581] : INFO : Epoch 1699 | loss: 0.0310209 | val_loss: 0.0312347 | Time: 1931.92 ms [2021-05-04 08:19:56 main:581] : INFO : Epoch 1700 | loss: 0.0310474 | val_loss: 0.0312385 | Time: 1897.5 ms [2021-05-04 08:19:58 main:581] : INFO : Epoch 1701 | loss: 0.0310153 | val_loss: 0.0312912 | Time: 1891.59 ms [2021-05-04 08:20:00 main:581] : INFO : Epoch 1702 | loss: 0.0309905 | val_loss: 0.0312826 | Time: 1909.36 ms [2021-05-04 08:20:02 main:581] : INFO : Epoch 1703 | loss: 0.0309767 | val_loss: 0.0312887 | Time: 1909.47 ms [2021-05-04 08:20:04 main:581] : INFO : Epoch 1704 | loss: 0.0309793 | val_loss: 0.0312873 | Time: 1889.35 ms [2021-05-04 08:20:06 main:581] : INFO : Epoch 1705 | loss: 0.0309909 | val_loss: 0.0313446 | Time: 1919.54 ms [2021-05-04 08:20:08 main:581] : INFO : Epoch 1706 | loss: 0.0309944 | val_loss: 0.0313327 | Time: 1895.14 ms [2021-05-04 08:20:10 main:581] : INFO : Epoch 1707 | loss: 0.0309811 | val_loss: 0.031284 | Time: 1899.73 ms [2021-05-04 08:20:12 main:581] : INFO : Epoch 1708 | loss: 0.0309922 | val_loss: 0.0312519 | Time: 1890.07 ms [2021-05-04 08:20:13 main:581] : INFO : Epoch 1709 | loss: 0.0309972 | val_loss: 0.0312866 | Time: 1897.25 ms [2021-05-04 08:20:15 main:581] : INFO : Epoch 1710 | loss: 0.0309861 | val_loss: 0.0313122 | Time: 1899.13 ms [2021-05-04 08:20:17 main:581] : INFO : Epoch 1711 | loss: 0.0309836 | val_loss: 0.0313114 | Time: 1879.41 ms [2021-05-04 08:20:19 main:581] : INFO : Epoch 1712 | loss: 0.0309777 | val_loss: 0.0313534 | Time: 1915.6 ms [2021-05-04 08:20:21 main:581] : INFO : Epoch 1713 | loss: 0.0309894 | val_loss: 0.0313054 | Time: 1900.79 ms [2021-05-04 08:20:23 main:581] : INFO : Epoch 1714 | loss: 0.030985 | val_loss: 0.0313317 | Time: 1897.75 ms [2021-05-04 08:20:25 main:581] : INFO : Epoch 1715 | loss: 0.0309805 | val_loss: 0.0313172 | Time: 1929.78 ms [2021-05-04 08:20:27 main:581] : INFO : Epoch 1716 | loss: 0.0309897 | val_loss: 0.0312743 | Time: 1919.29 ms [2021-05-04 08:20:29 main:581] : INFO : Epoch 1717 | loss: 0.0309901 | val_loss: 0.0313019 | Time: 1935.18 ms [2021-05-04 08:20:31 main:581] : INFO : Epoch 1718 | loss: 0.0309821 | val_loss: 0.0313003 | Time: 1919.33 ms [2021-05-04 08:20:33 main:581] : INFO : Epoch 1719 | loss: 0.0309901 | val_loss: 0.0313033 | Time: 1928.88 ms [2021-05-04 08:20:34 main:581] : INFO : Epoch 1720 | loss: 0.0309874 | val_loss: 0.0312929 | Time: 1876.82 ms [2021-05-04 08:20:36 main:581] : INFO : Epoch 1721 | loss: 0.030983 | val_loss: 0.0312976 | Time: 1876.22 ms [2021-05-04 08:20:38 main:581] : INFO : Epoch 1722 | loss: 0.0309853 | val_loss: 0.0312758 | Time: 1874.1 ms [2021-05-04 08:20:40 main:581] : INFO : Epoch 1723 | loss: 0.0309896 | val_loss: 0.03126 | Time: 1829.71 ms [2021-05-04 08:20:42 main:581] : INFO : Epoch 1724 | loss: 0.0309983 | val_loss: 0.0312795 | Time: 1865.94 ms [2021-05-04 08:20:44 main:581] : INFO : Epoch 1725 | loss: 0.0309907 | val_loss: 0.0313458 | Time: 1878.6 ms [2021-05-04 08:20:46 main:581] : INFO : Epoch 1726 | loss: 0.0309823 | val_loss: 0.0313145 | Time: 1882.24 ms [2021-05-04 08:20:48 main:581] : INFO : Epoch 1727 | loss: 0.0309895 | val_loss: 0.0312556 | Time: 1895.99 ms [2021-05-04 08:20:50 main:581] : INFO : Epoch 1728 | loss: 0.0309985 | val_loss: 0.0313009 | Time: 1912.38 ms [2021-05-04 08:20:51 main:581] : INFO : Epoch 1729 | loss: 0.0309893 | val_loss: 0.0313167 | Time: 1889.46 ms [2021-05-04 08:20:53 main:581] : INFO : Epoch 1730 | loss: 0.030987 | val_loss: 0.0312809 | Time: 1881.43 ms [2021-05-04 08:20:55 main:581] : INFO : Epoch 1731 | loss: 0.0309815 | val_loss: 0.031304 | Time: 1885.62 ms [2021-05-04 08:20:57 main:581] : INFO : Epoch 1732 | loss: 0.0309809 | val_loss: 0.0313288 | Time: 1877.26 ms [2021-05-04 08:20:59 main:581] : INFO : Epoch 1733 | loss: 0.0309788 | val_loss: 0.0313044 | Time: 1890.49 ms [2021-05-04 08:21:01 main:581] : INFO : Epoch 1734 | loss: 0.0309769 | val_loss: 0.0313 | Time: 1915.81 ms [2021-05-04 08:21:03 main:581] : INFO : Epoch 1735 | loss: 0.0309825 | val_loss: 0.0312536 | Time: 1919.12 ms [2021-05-04 08:21:05 main:581] : INFO : Epoch 1736 | loss: 0.0309954 | val_loss: 0.0312309 | Time: 1910.91 ms [2021-05-04 08:21:07 main:581] : INFO : Epoch 1737 | loss: 0.0310071 | val_loss: 0.0312372 | Time: 1916.72 ms [2021-05-04 08:21:09 main:581] : INFO : Epoch 1738 | loss: 0.0310033 | val_loss: 0.0313093 | Time: 1926.17 ms [2021-05-04 08:21:10 main:581] : INFO : Epoch 1739 | loss: 0.0309862 | val_loss: 0.0312894 | Time: 1872.32 ms [2021-05-04 08:21:12 main:581] : INFO : Epoch 1740 | loss: 0.0309841 | val_loss: 0.0313092 | Time: 1917.12 ms [2021-05-04 08:21:14 main:581] : INFO : Epoch 1741 | loss: 0.0309914 | val_loss: 0.0312976 | Time: 1919.69 ms [2021-05-04 08:21:16 main:581] : INFO : Epoch 1742 | loss: 0.0309928 | val_loss: 0.0312712 | Time: 1916.2 ms [2021-05-04 08:21:18 main:581] : INFO : Epoch 1743 | loss: 0.0309889 | val_loss: 0.031288 | Time: 1914.92 ms [2021-05-04 08:21:20 main:581] : INFO : Epoch 1744 | loss: 0.0309836 | val_loss: 0.0313237 | Time: 1905.3 ms [2021-05-04 08:21:22 main:581] : INFO : Epoch 1745 | loss: 0.0309828 | val_loss: 0.0313095 | Time: 1917.45 ms [2021-05-04 08:21:24 main:581] : INFO : Epoch 1746 | loss: 0.0309801 | val_loss: 0.0313017 | Time: 1902.54 ms [2021-05-04 08:21:26 main:581] : INFO : Epoch 1747 | loss: 0.0309788 | val_loss: 0.0313178 | Time: 1897.82 ms [2021-05-04 08:21:28 main:581] : INFO : Epoch 1748 | loss: 0.0309828 | val_loss: 0.0313002 | Time: 1872.3 ms [2021-05-04 08:21:29 main:581] : INFO : Epoch 1749 | loss: 0.0309844 | val_loss: 0.0312711 | Time: 1932.65 ms [2021-05-04 08:21:32 main:581] : INFO : Epoch 1750 | loss: 0.0310006 | val_loss: 0.0312694 | Time: 2123.99 ms [2021-05-04 08:21:34 main:581] : INFO : Epoch 1751 | loss: 0.0309866 | val_loss: 0.0313046 | Time: 2027.91 ms [2021-05-04 08:21:36 main:581] : INFO : Epoch 1752 | loss: 0.0309832 | val_loss: 0.0313008 | Time: 2083.89 ms [2021-05-04 08:21:38 main:581] : INFO : Epoch 1753 | loss: 0.0309915 | val_loss: 0.0312857 | Time: 2028.73 ms [2021-05-04 08:21:40 main:581] : INFO : Epoch 1754 | loss: 0.0309868 | val_loss: 0.0312965 | Time: 2000.54 ms [2021-05-04 08:21:42 main:581] : INFO : Epoch 1755 | loss: 0.030983 | val_loss: 0.0313036 | Time: 2107.94 ms [2021-05-04 08:21:44 main:581] : INFO : Epoch 1756 | loss: 0.0309835 | val_loss: 0.0313008 | Time: 2055.22 ms [2021-05-04 08:21:46 main:581] : INFO : Epoch 1757 | loss: 0.0309807 | val_loss: 0.0313032 | Time: 2035.84 ms [2021-05-04 08:21:48 main:581] : INFO : Epoch 1758 | loss: 0.030987 | val_loss: 0.0313118 | Time: 1936.86 ms [2021-05-04 08:21:50 main:581] : INFO : Epoch 1759 | loss: 0.0309886 | val_loss: 0.0312731 | Time: 1879.71 ms [2021-05-04 08:21:52 main:581] : INFO : Epoch 1760 | loss: 0.0309853 | val_loss: 0.0313024 | Time: 1958.71 ms [2021-05-04 08:21:54 main:581] : INFO : Epoch 1761 | loss: 0.030991 | val_loss: 0.0312507 | Time: 1940.7 ms [2021-05-04 08:21:56 main:581] : INFO : Epoch 1762 | loss: 0.0309906 | val_loss: 0.0312822 | Time: 1978.53 ms [2021-05-04 08:21:58 main:581] : INFO : Epoch 1763 | loss: 0.0309885 | val_loss: 0.0312766 | Time: 1965.23 ms [2021-05-04 08:22:00 main:581] : INFO : Epoch 1764 | loss: 0.0309878 | val_loss: 0.0313079 | Time: 1977.59 ms [2021-05-04 08:22:02 main:581] : INFO : Epoch 1765 | loss: 0.0309891 | val_loss: 0.0312825 | Time: 1984.75 ms [2021-05-04 08:22:04 main:581] : INFO : Epoch 1766 | loss: 0.0309828 | val_loss: 0.0313109 | Time: 1953.06 ms [2021-05-04 08:22:05 main:581] : INFO : Epoch 1767 | loss: 0.030984 | val_loss: 0.0312995 | Time: 1921.45 ms [2021-05-04 08:22:07 main:581] : INFO : Epoch 1768 | loss: 0.0309869 | val_loss: 0.0312976 | Time: 1933.24 ms [2021-05-04 08:22:09 main:581] : INFO : Epoch 1769 | loss: 0.0309816 | val_loss: 0.0312762 | Time: 1888.47 ms [2021-05-04 08:22:11 main:581] : INFO : Epoch 1770 | loss: 0.0309836 | val_loss: 0.0313369 | Time: 1936.04 ms [2021-05-04 08:22:13 main:581] : INFO : Epoch 1771 | loss: 0.0309927 | val_loss: 0.0312791 | Time: 1961.75 ms [2021-05-04 08:22:15 main:581] : INFO : Epoch 1772 | loss: 0.0309938 | val_loss: 0.0312848 | Time: 1865.76 ms [2021-05-04 08:22:17 main:581] : INFO : Epoch 1773 | loss: 0.0309956 | val_loss: 0.0312988 | Time: 1937.97 ms [2021-05-04 08:22:19 main:581] : INFO : Epoch 1774 | loss: 0.0310028 | val_loss: 0.0312885 | Time: 1915.26 ms [2021-05-04 08:22:21 main:581] : INFO : Epoch 1775 | loss: 0.0310028 | val_loss: 0.0313071 | Time: 1893.65 ms [2021-05-04 08:22:23 main:581] : INFO : Epoch 1776 | loss: 0.030994 | val_loss: 0.0312928 | Time: 1993.95 ms [2021-05-04 08:22:25 main:581] : INFO : Epoch 1777 | loss: 0.0309872 | val_loss: 0.0313086 | Time: 2024.14 ms [2021-05-04 08:22:27 main:581] : INFO : Epoch 1778 | loss: 0.0309785 | val_loss: 0.0313073 | Time: 2043.25 ms [2021-05-04 08:22:29 main:581] : INFO : Epoch 1779 | loss: 0.0309832 | val_loss: 0.0312859 | Time: 1989.25 ms [2021-05-04 08:22:31 main:581] : INFO : Epoch 1780 | loss: 0.0309939 | val_loss: 0.0312988 | Time: 2021.91 ms [2021-05-04 08:22:33 main:581] : INFO : Epoch 1781 | loss: 0.0309904 | val_loss: 0.0313219 | Time: 2028.71 ms [2021-05-04 08:22:35 main:581] : INFO : Epoch 1782 | loss: 0.0309816 | val_loss: 0.0313083 | Time: 1881.35 ms [2021-05-04 08:22:37 main:581] : INFO : Epoch 1783 | loss: 0.0309838 | val_loss: 0.0312938 | Time: 2106.09 ms [2021-05-04 08:22:39 main:581] : INFO : Epoch 1784 | loss: 0.0309872 | val_loss: 0.031294 | Time: 2104.31 ms [2021-05-04 08:22:41 main:581] : INFO : Epoch 1785 | loss: 0.0309835 | val_loss: 0.0313032 | Time: 1966.24 ms [2021-05-04 08:22:43 main:581] : INFO : Epoch 1786 | loss: 0.0309959 | val_loss: 0.0313149 | Time: 1942.68 ms [2021-05-04 08:22:45 main:581] : INFO : Epoch 1787 | loss: 0.0309896 | val_loss: 0.0313027 | Time: 1905.84 ms [2021-05-04 08:22:47 main:581] : INFO : Epoch 1788 | loss: 0.0309868 | val_loss: 0.0313192 | Time: 1932.03 ms [2021-05-04 08:22:49 main:581] : INFO : Epoch 1789 | loss: 0.030989 | val_loss: 0.031326 | Time: 1972.95 ms [2021-05-04 08:22:51 main:581] : INFO : Epoch 1790 | loss: 0.0309885 | val_loss: 0.0313154 | Time: 1960.35 ms [2021-05-04 08:22:53 main:581] : INFO : Epoch 1791 | loss: 0.0309917 | val_loss: 0.0313347 | Time: 1933.42 ms [2021-05-04 08:22:54 main:581] : INFO : Epoch 1792 | loss: 0.0309851 | val_loss: 0.0312872 | Time: 1874.03 ms [2021-05-04 08:22:56 main:581] : INFO : Epoch 1793 | loss: 0.0309784 | val_loss: 0.0313247 | Time: 1960.72 ms [2021-05-04 08:22:58 main:581] : INFO : Epoch 1794 | loss: 0.0309986 | val_loss: 0.0313211 | Time: 1953.75 ms [2021-05-04 08:23:00 main:581] : INFO : Epoch 1795 | loss: 0.0309909 | val_loss: 0.0312887 | Time: 1943.49 ms [2021-05-04 08:23:02 main:581] : INFO : Epoch 1796 | loss: 0.0309861 | val_loss: 0.0313001 | Time: 1916.99 ms [2021-05-04 08:23:04 main:581] : INFO : Epoch 1797 | loss: 0.0309815 | val_loss: 0.0313086 | Time: 1939.14 ms [2021-05-04 08:23:06 main:581] : INFO : Epoch 1798 | loss: 0.0309904 | val_loss: 0.0313145 | Time: 1880.48 ms [2021-05-04 08:23:08 main:581] : INFO : Epoch 1799 | loss: 0.0309875 | val_loss: 0.0313051 | Time: 1838.43 ms [2021-05-04 08:23:10 main:581] : INFO : Epoch 1800 | loss: 0.0309926 | val_loss: 0.0313099 | Time: 1840.6 ms [2021-05-04 08:23:12 main:581] : INFO : Epoch 1801 | loss: 0.0309945 | val_loss: 0.0312951 | Time: 1895.23 ms [2021-05-04 08:23:14 main:581] : INFO : Epoch 1802 | loss: 0.0309885 | val_loss: 0.0313152 | Time: 1896.75 ms [2021-05-04 08:23:15 main:581] : INFO : Epoch 1803 | loss: 0.030983 | val_loss: 0.0313231 | Time: 1875.91 ms [2021-05-04 08:23:17 main:581] : INFO : Epoch 1804 | loss: 0.0309783 | val_loss: 0.0313235 | Time: 1883.13 ms [2021-05-04 08:23:19 main:581] : INFO : Epoch 1805 | loss: 0.0309929 | val_loss: 0.0313047 | Time: 1953.39 ms [2021-05-04 08:23:21 main:581] : INFO : Epoch 1806 | loss: 0.0309868 | val_loss: 0.0313137 | Time: 1874.77 ms [2021-05-04 08:23:23 main:581] : INFO : Epoch 1807 | loss: 0.0309845 | val_loss: 0.0313216 | Time: 1919.67 ms [2021-05-04 08:23:25 main:581] : INFO : Epoch 1808 | loss: 0.0309837 | val_loss: 0.0313103 | Time: 1938.33 ms [2021-05-04 08:23:27 main:581] : INFO : Epoch 1809 | loss: 0.0309863 | val_loss: 0.0313201 | Time: 1928.95 ms [2021-05-04 08:23:29 main:581] : INFO : Epoch 1810 | loss: 0.0309953 | val_loss: 0.0312715 | Time: 1897.57 ms [2021-05-04 08:23:31 main:581] : INFO : Epoch 1811 | loss: 0.0309987 | val_loss: 0.031252 | Time: 1863.33 ms [2021-05-04 08:23:33 main:581] : INFO : Epoch 1812 | loss: 0.0310002 | val_loss: 0.0312931 | Time: 1883.69 ms [2021-05-04 08:23:34 main:581] : INFO : Epoch 1813 | loss: 0.0309889 | val_loss: 0.0312928 | Time: 1927.99 ms [2021-05-04 08:23:36 main:581] : INFO : Epoch 1814 | loss: 0.030984 | val_loss: 0.0313 | Time: 1901.95 ms [2021-05-04 08:23:38 main:581] : INFO : Epoch 1815 | loss: 0.0309823 | val_loss: 0.0312691 | Time: 1892.37 ms [2021-05-04 08:23:40 main:581] : INFO : Epoch 1816 | loss: 0.030984 | val_loss: 0.0313228 | Time: 1886.92 ms [2021-05-04 08:23:42 main:581] : INFO : Epoch 1817 | loss: 0.0309946 | val_loss: 0.0313117 | Time: 1917.59 ms [2021-05-04 08:23:44 main:581] : INFO : Epoch 1818 | loss: 0.0309894 | val_loss: 0.0312793 | Time: 1850.53 ms [2021-05-04 08:23:46 main:581] : INFO : Epoch 1819 | loss: 0.030983 | val_loss: 0.0313178 | Time: 1877.15 ms [2021-05-04 08:23:48 main:581] : INFO : Epoch 1820 | loss: 0.0309833 | val_loss: 0.0312913 | Time: 1937.32 ms [2021-05-04 08:23:50 main:581] : INFO : Epoch 1821 | loss: 0.0309801 | val_loss: 0.0313031 | Time: 1911.1 ms [2021-05-04 08:23:52 main:581] : INFO : Epoch 1822 | loss: 0.0309785 | val_loss: 0.0312972 | Time: 1930.61 ms [2021-05-04 08:23:54 main:581] : INFO : Epoch 1823 | loss: 0.0309853 | val_loss: 0.0312678 | Time: 1948.08 ms [2021-05-04 08:23:55 main:581] : INFO : Epoch 1824 | loss: 0.0309851 | val_loss: 0.0312992 | Time: 1943.99 ms [2021-05-04 08:23:57 main:581] : INFO : Epoch 1825 | loss: 0.0309901 | val_loss: 0.031303 | Time: 1921.75 ms [2021-05-04 08:23:59 main:581] : INFO : Epoch 1826 | loss: 0.0309838 | val_loss: 0.03128 | Time: 1876.04 ms [2021-05-04 08:24:01 main:581] : INFO : Epoch 1827 | loss: 0.030987 | val_loss: 0.0313023 | Time: 1935.37 ms [2021-05-04 08:24:03 main:581] : INFO : Epoch 1828 | loss: 0.0309918 | val_loss: 0.03128 | Time: 1896.35 ms [2021-05-04 08:24:05 main:581] : INFO : Epoch 1829 | loss: 0.0309948 | val_loss: 0.0312686 | Time: 1942.64 ms [2021-05-04 08:24:07 main:581] : INFO : Epoch 1830 | loss: 0.0310223 | val_loss: 0.0312547 | Time: 1953.64 ms [2021-05-04 08:24:09 main:581] : INFO : Epoch 1831 | loss: 0.0310228 | val_loss: 0.0312754 | Time: 1929.97 ms [2021-05-04 08:24:11 main:581] : INFO : Epoch 1832 | loss: 0.0309981 | val_loss: 0.0312976 | Time: 1945.04 ms [2021-05-04 08:24:13 main:581] : INFO : Epoch 1833 | loss: 0.0309891 | val_loss: 0.0313269 | Time: 1954.87 ms [2021-05-04 08:24:15 main:581] : INFO : Epoch 1834 | loss: 0.0309792 | val_loss: 0.0313025 | Time: 1928.82 ms [2021-05-04 08:24:17 main:581] : INFO : Epoch 1835 | loss: 0.0309798 | val_loss: 0.0313377 | Time: 1965.68 ms [2021-05-04 08:24:19 main:581] : INFO : Epoch 1836 | loss: 0.0309852 | val_loss: 0.031315 | Time: 1882.58 ms [2021-05-04 08:24:20 main:581] : INFO : Epoch 1837 | loss: 0.0309849 | val_loss: 0.0312861 | Time: 1870.59 ms [2021-05-04 08:24:22 main:581] : INFO : Epoch 1838 | loss: 0.03098 | val_loss: 0.0312968 | Time: 1920.82 ms [2021-05-04 08:24:24 main:581] : INFO : Epoch 1839 | loss: 0.0309761 | val_loss: 0.0313179 | Time: 1947.47 ms [2021-05-04 08:24:26 main:581] : INFO : Epoch 1840 | loss: 0.0309809 | val_loss: 0.0313337 | Time: 1946.69 ms [2021-05-04 08:24:28 main:581] : INFO : Epoch 1841 | loss: 0.0309926 | val_loss: 0.0313199 | Time: 1955.19 ms [2021-05-04 08:24:30 main:581] : INFO : Epoch 1842 | loss: 0.0309985 | val_loss: 0.0312993 | Time: 1922.65 ms [2021-05-04 08:24:32 main:581] : INFO : Epoch 1843 | loss: 0.0309933 | val_loss: 0.0312865 | Time: 1872.5 ms [2021-05-04 08:24:34 main:581] : INFO : Epoch 1844 | loss: 0.0309889 | val_loss: 0.0312859 | Time: 1898.11 ms [2021-05-04 08:24:36 main:581] : INFO : Epoch 1845 | loss: 0.0309797 | val_loss: 0.0313054 | Time: 1874.68 ms [2021-05-04 08:24:38 main:581] : INFO : Epoch 1846 | loss: 0.0309809 | val_loss: 0.0313122 | Time: 1911.14 ms [2021-05-04 08:24:40 main:581] : INFO : Epoch 1847 | loss: 0.0309861 | val_loss: 0.0313382 | Time: 1957.33 ms [2021-05-04 08:24:42 main:581] : INFO : Epoch 1848 | loss: 0.0309797 | val_loss: 0.0312541 | Time: 1968.68 ms [2021-05-04 08:24:44 main:581] : INFO : Epoch 1849 | loss: 0.0310024 | val_loss: 0.0312747 | Time: 1942.79 ms [2021-05-04 08:24:46 main:581] : INFO : Epoch 1850 | loss: 0.0309927 | val_loss: 0.0312945 | Time: 1956.72 ms [2021-05-04 08:24:48 main:581] : INFO : Epoch 1851 | loss: 0.0309878 | val_loss: 0.0313234 | Time: 1950.27 ms [2021-05-04 08:24:49 main:581] : INFO : Epoch 1852 | loss: 0.0309882 | val_loss: 0.031297 | Time: 1924.12 ms [2021-05-04 08:24:51 main:581] : INFO : Epoch 1853 | loss: 0.0309897 | val_loss: 0.0312781 | Time: 1865.26 ms [2021-05-04 08:24:53 main:581] : INFO : Epoch 1854 | loss: 0.0309842 | val_loss: 0.031301 | Time: 1944.34 ms [2021-05-04 08:24:55 main:581] : INFO : Epoch 1855 | loss: 0.0309894 | val_loss: 0.0312969 | Time: 1920.54 ms [2021-05-04 08:24:57 main:581] : INFO : Epoch 1856 | loss: 0.0309837 | val_loss: 0.0312934 | Time: 1947.25 ms [2021-05-04 08:24:59 main:581] : INFO : Epoch 1857 | loss: 0.03098 | val_loss: 0.0313007 | Time: 1886.95 ms [2021-05-04 08:25:01 main:581] : INFO : Epoch 1858 | loss: 0.0309711 | val_loss: 0.0313504 | Time: 1934.64 ms [2021-05-04 08:25:03 main:581] : INFO : Epoch 1859 | loss: 0.0309765 | val_loss: 0.0312954 | Time: 1944.25 ms [2021-05-04 08:25:05 main:581] : INFO : Epoch 1860 | loss: 0.0309785 | val_loss: 0.031317 | Time: 1958.71 ms [2021-05-04 08:25:07 main:581] : INFO : Epoch 1861 | loss: 0.0309831 | val_loss: 0.0312367 | Time: 1932.52 ms [2021-05-04 08:25:09 main:581] : INFO : Epoch 1862 | loss: 0.0310275 | val_loss: 0.0313037 | Time: 1963.29 ms [2021-05-04 08:25:11 main:581] : INFO : Epoch 1863 | loss: 0.0309922 | val_loss: 0.0313345 | Time: 1946.29 ms [2021-05-04 08:25:13 main:581] : INFO : Epoch 1864 | loss: 0.0309886 | val_loss: 0.031289 | Time: 1862.86 ms [2021-05-04 08:25:14 main:581] : INFO : Epoch 1865 | loss: 0.0309864 | val_loss: 0.0312835 | Time: 1888.23 ms [2021-05-04 08:25:16 main:581] : INFO : Epoch 1866 | loss: 0.030982 | val_loss: 0.0312678 | Time: 1889.48 ms [2021-05-04 08:25:18 main:581] : INFO : Epoch 1867 | loss: 0.0309827 | val_loss: 0.031311 | Time: 1909.93 ms [2021-05-04 08:25:20 main:581] : INFO : Epoch 1868 | loss: 0.0309843 | val_loss: 0.0312973 | Time: 1882.56 ms [2021-05-04 08:25:22 main:581] : INFO : Epoch 1869 | loss: 0.0309834 | val_loss: 0.0313135 | Time: 1883.31 ms [2021-05-04 08:25:24 main:581] : INFO : Epoch 1870 | loss: 0.0309858 | val_loss: 0.0313285 | Time: 1953.38 ms [2021-05-04 08:25:26 main:581] : INFO : Epoch 1871 | loss: 0.0309888 | val_loss: 0.0313271 | Time: 1933.38 ms [2021-05-04 08:25:28 main:581] : INFO : Epoch 1872 | loss: 0.0309813 | val_loss: 0.0313115 | Time: 1954.97 ms [2021-05-04 08:25:30 main:581] : INFO : Epoch 1873 | loss: 0.0309853 | val_loss: 0.0313127 | Time: 1935.57 ms [2021-05-04 08:25:32 main:581] : INFO : Epoch 1874 | loss: 0.0309882 | val_loss: 0.0312838 | Time: 1922.15 ms [2021-05-04 08:25:34 main:581] : INFO : Epoch 1875 | loss: 0.0309877 | val_loss: 0.0312623 | Time: 1955.82 ms [2021-05-04 08:25:36 main:581] : INFO : Epoch 1876 | loss: 0.0310001 | val_loss: 0.0312552 | Time: 1949.28 ms [2021-05-04 08:25:38 main:581] : INFO : Epoch 1877 | loss: 0.0309961 | val_loss: 0.0312737 | Time: 1944.51 ms [2021-05-04 08:25:40 main:581] : INFO : Epoch 1878 | loss: 0.0309885 | val_loss: 0.0313075 | Time: 1949.93 ms [2021-05-04 08:25:41 main:581] : INFO : Epoch 1879 | loss: 0.030977 | val_loss: 0.0313296 | Time: 1906.75 ms [2021-05-04 08:25:43 main:581] : INFO : Epoch 1880 | loss: 0.0310032 | val_loss: 0.0313091 | Time: 1965.19 ms [2021-05-04 08:25:45 main:581] : INFO : Epoch 1881 | loss: 0.0309928 | val_loss: 0.0313118 | Time: 1970.09 ms [2021-05-04 08:25:47 main:581] : INFO : Epoch 1882 | loss: 0.0309904 | val_loss: 0.0313075 | Time: 1957.53 ms [2021-05-04 08:25:49 main:581] : INFO : Epoch 1883 | loss: 0.0309762 | val_loss: 0.0313158 | Time: 1936.16 ms [2021-05-04 08:25:51 main:581] : INFO : Epoch 1884 | loss: 0.0309782 | val_loss: 0.0313117 | Time: 1957.33 ms [2021-05-04 08:25:53 main:581] : INFO : Epoch 1885 | loss: 0.03098 | val_loss: 0.0313053 | Time: 1873.8 ms [2021-05-04 08:25:55 main:581] : INFO : Epoch 1886 | loss: 0.0309823 | val_loss: 0.0312802 | Time: 1872.83 ms [2021-05-04 08:25:57 main:581] : INFO : Epoch 1887 | loss: 0.0309819 | val_loss: 0.0313111 | Time: 1897.9 ms [2021-05-04 08:25:59 main:581] : INFO : Epoch 1888 | loss: 0.030981 | val_loss: 0.0313041 | Time: 1895 ms [2021-05-04 08:26:01 main:581] : INFO : Epoch 1889 | loss: 0.0309881 | val_loss: 0.0312911 | Time: 1920.06 ms [2021-05-04 08:26:03 main:581] : INFO : Epoch 1890 | loss: 0.0309855 | val_loss: 0.0313016 | Time: 1913.12 ms [2021-05-04 08:26:05 main:581] : INFO : Epoch 1891 | loss: 0.0309866 | val_loss: 0.0312943 | Time: 1967.31 ms [2021-05-04 08:26:06 main:581] : INFO : Epoch 1892 | loss: 0.0309952 | val_loss: 0.0312725 | Time: 1888.87 ms [2021-05-04 08:26:08 main:581] : INFO : Epoch 1893 | loss: 0.0309905 | val_loss: 0.031314 | Time: 1885.66 ms [2021-05-04 08:26:10 main:581] : INFO : Epoch 1894 | loss: 0.0309884 | val_loss: 0.0313109 | Time: 1921.45 ms [2021-05-04 08:26:12 main:581] : INFO : Epoch 1895 | loss: 0.0310099 | val_loss: 0.0313203 | Time: 1916.39 ms [2021-05-04 08:26:14 main:581] : INFO : Epoch 1896 | loss: 0.0309935 | val_loss: 0.0313137 | Time: 1918.14 ms [2021-05-04 08:26:16 main:581] : INFO : Epoch 1897 | loss: 0.0309776 | val_loss: 0.0313188 | Time: 1784.91 ms [2021-05-04 08:26:18 main:581] : INFO : Epoch 1898 | loss: 0.0309883 | val_loss: 0.0312919 | Time: 1955.48 ms [2021-05-04 08:26:20 main:581] : INFO : Epoch 1899 | loss: 0.0309942 | val_loss: 0.03129 | Time: 1959.1 ms [2021-05-04 08:26:22 main:581] : INFO : Epoch 1900 | loss: 0.030996 | val_loss: 0.0312984 | Time: 1916.9 ms [2021-05-04 08:26:24 main:581] : INFO : Epoch 1901 | loss: 0.0309953 | val_loss: 0.0313377 | Time: 1931.45 ms [2021-05-04 08:26:26 main:581] : INFO : Epoch 1902 | loss: 0.0309989 | val_loss: 0.0313184 | Time: 1896.85 ms [2021-05-04 08:26:27 main:581] : INFO : Epoch 1903 | loss: 0.030999 | val_loss: 0.0313416 | Time: 1877.77 ms [2021-05-04 08:26:29 main:581] : INFO : Epoch 1904 | loss: 0.0309873 | val_loss: 0.0313045 | Time: 1870.61 ms [2021-05-04 08:26:31 main:581] : INFO : Epoch 1905 | loss: 0.0309939 | val_loss: 0.0313131 | Time: 1853.05 ms [2021-05-04 08:26:33 main:581] : INFO : Epoch 1906 | loss: 0.0309882 | val_loss: 0.0312877 | Time: 1906.5 ms [2021-05-04 08:26:35 main:581] : INFO : Epoch 1907 | loss: 0.0309971 | val_loss: 0.0313196 | Time: 1863.03 ms [2021-05-04 08:26:37 main:581] : INFO : Epoch 1908 | loss: 0.0309903 | val_loss: 0.0313111 | Time: 1860.15 ms [2021-05-04 08:26:39 main:581] : INFO : Epoch 1909 | loss: 0.0309894 | val_loss: 0.0312893 | Time: 1888.36 ms [2021-05-04 08:26:41 main:581] : INFO : Epoch 1910 | loss: 0.030982 | val_loss: 0.031314 | Time: 1919.26 ms [2021-05-04 08:26:42 main:581] : INFO : Epoch 1911 | loss: 0.0309828 | val_loss: 0.0312919 | Time: 1867.83 ms [2021-05-04 08:26:45 main:581] : INFO : Epoch 1912 | loss: 0.0309808 | val_loss: 0.0312878 | Time: 2148.45 ms [2021-05-04 08:26:47 main:581] : INFO : Epoch 1913 | loss: 0.0310113 | val_loss: 0.0312807 | Time: 2072.11 ms [2021-05-04 08:26:49 main:581] : INFO : Epoch 1914 | loss: 0.030993 | val_loss: 0.0313323 | Time: 2154.33 ms [2021-05-04 08:26:51 main:581] : INFO : Epoch 1915 | loss: 0.0309852 | val_loss: 0.0313091 | Time: 2165.76 ms [2021-05-04 08:26:53 main:581] : INFO : Epoch 1916 | loss: 0.0309846 | val_loss: 0.0312836 | Time: 1991.59 ms [2021-05-04 08:26:55 main:581] : INFO : Epoch 1917 | loss: 0.0309876 | val_loss: 0.0313065 | Time: 1937.78 ms [2021-05-04 08:26:57 main:581] : INFO : Epoch 1918 | loss: 0.0309787 | val_loss: 0.0313239 | Time: 1915.98 ms [2021-05-04 08:26:59 main:581] : INFO : Epoch 1919 | loss: 0.0309823 | val_loss: 0.0313124 | Time: 1967.66 ms [2021-05-04 08:27:01 main:581] : INFO : Epoch 1920 | loss: 0.0309915 | val_loss: 0.0313167 | Time: 1915.1 ms [2021-05-04 08:27:03 main:581] : INFO : Epoch 1921 | loss: 0.0309892 | val_loss: 0.0313236 | Time: 1910.31 ms [2021-05-04 08:27:05 main:581] : INFO : Epoch 1922 | loss: 0.0309866 | val_loss: 0.0313385 | Time: 1960.06 ms [2021-05-04 08:27:07 main:581] : INFO : Epoch 1923 | loss: 0.0309835 | val_loss: 0.031287 | Time: 1976.17 ms [2021-05-04 08:27:09 main:581] : INFO : Epoch 1924 | loss: 0.0309905 | val_loss: 0.0312731 | Time: 1992.48 ms [2021-05-04 08:27:10 main:581] : INFO : Epoch 1925 | loss: 0.0309897 | val_loss: 0.0313433 | Time: 1923.82 ms [2021-05-04 08:27:12 main:581] : INFO : Epoch 1926 | loss: 0.0309866 | val_loss: 0.0313086 | Time: 1953.72 ms [2021-05-04 08:27:14 main:581] : INFO : Epoch 1927 | loss: 0.030981 | val_loss: 0.0313231 | Time: 1901.84 ms [2021-05-04 08:27:16 main:581] : INFO : Epoch 1928 | loss: 0.0309743 | val_loss: 0.0312746 | Time: 1900.1 ms [2021-05-04 08:27:18 main:581] : INFO : Epoch 1929 | loss: 0.0309838 | val_loss: 0.0313153 | Time: 1913.11 ms [2021-05-04 08:27:20 main:581] : INFO : Epoch 1930 | loss: 0.0309813 | val_loss: 0.0312881 | Time: 1905.57 ms [2021-05-04 08:27:22 main:581] : INFO : Epoch 1931 | loss: 0.030994 | val_loss: 0.0313205 | Time: 1897.22 ms [2021-05-04 08:27:24 main:581] : INFO : Epoch 1932 | loss: 0.0309982 | val_loss: 0.0313005 | Time: 1934.18 ms [2021-05-04 08:27:26 main:581] : INFO : Epoch 1933 | loss: 0.0309941 | val_loss: 0.0313172 | Time: 1894.74 ms [2021-05-04 08:27:28 main:581] : INFO : Epoch 1934 | loss: 0.0309971 | val_loss: 0.0312798 | Time: 1872.15 ms [2021-05-04 08:27:30 main:581] : INFO : Epoch 1935 | loss: 0.030998 | val_loss: 0.0313061 | Time: 1959.64 ms [2021-05-04 08:27:32 main:581] : INFO : Epoch 1936 | loss: 0.0309989 | val_loss: 0.0313022 | Time: 1945.87 ms [2021-05-04 08:27:33 main:581] : INFO : Epoch 1937 | loss: 0.0309859 | val_loss: 0.0312982 | Time: 1940.31 ms [2021-05-04 08:27:35 main:581] : INFO : Epoch 1938 | loss: 0.0309964 | val_loss: 0.0312576 | Time: 1948.88 ms [2021-05-04 08:27:37 main:581] : INFO : Epoch 1939 | loss: 0.0309952 | val_loss: 0.0312726 | Time: 1916.92 ms [2021-05-04 08:27:39 main:581] : INFO : Epoch 1940 | loss: 0.0309933 | val_loss: 0.0312954 | Time: 1912.27 ms [2021-05-04 08:27:41 main:581] : INFO : Epoch 1941 | loss: 0.0309818 | val_loss: 0.0313138 | Time: 1925.84 ms [2021-05-04 08:27:43 main:581] : INFO : Epoch 1942 | loss: 0.0309831 | val_loss: 0.0313156 | Time: 1903.86 ms [2021-05-04 08:27:45 main:581] : INFO : Epoch 1943 | loss: 0.0309805 | val_loss: 0.0312991 | Time: 1921.01 ms [2021-05-04 08:27:47 main:581] : INFO : Epoch 1944 | loss: 0.0309799 | val_loss: 0.0312953 | Time: 1919.67 ms [2021-05-04 08:27:49 main:581] : INFO : Epoch 1945 | loss: 0.0309819 | val_loss: 0.0312886 | Time: 1944.6 ms [2021-05-04 08:27:51 main:581] : INFO : Epoch 1946 | loss: 0.0309876 | val_loss: 0.0313223 | Time: 1922.75 ms [2021-05-04 08:27:53 main:581] : INFO : Epoch 1947 | loss: 0.0310051 | val_loss: 0.0312235 | Time: 1863.16 ms [2021-05-04 08:27:55 main:581] : INFO : Epoch 1948 | loss: 0.031061 | val_loss: 0.0312709 | Time: 1899.22 ms [2021-05-04 08:27:57 main:581] : INFO : Epoch 1949 | loss: 0.0310474 | val_loss: 0.031238 | Time: 1943.44 ms [2021-05-04 08:27:58 main:581] : INFO : Epoch 1950 | loss: 0.0310199 | val_loss: 0.0312288 | Time: 1946.79 ms [2021-05-04 08:28:00 main:581] : INFO : Epoch 1951 | loss: 0.0310038 | val_loss: 0.0312959 | Time: 1928.5 ms [2021-05-04 08:28:02 main:581] : INFO : Epoch 1952 | loss: 0.0310155 | val_loss: 0.0313437 | Time: 1930.79 ms [2021-05-04 08:28:04 main:581] : INFO : Epoch 1953 | loss: 0.0310037 | val_loss: 0.0313038 | Time: 1936.82 ms [2021-05-04 08:28:06 main:581] : INFO : Epoch 1954 | loss: 0.0309863 | val_loss: 0.0312964 | Time: 1943.55 ms [2021-05-04 08:28:08 main:581] : INFO : Epoch 1955 | loss: 0.030983 | val_loss: 0.0312835 | Time: 1918.86 ms [2021-05-04 08:28:10 main:581] : INFO : Epoch 1956 | loss: 0.0309959 | val_loss: 0.0312734 | Time: 1923.93 ms [2021-05-04 08:28:12 main:581] : INFO : Epoch 1957 | loss: 0.030993 | val_loss: 0.0312961 | Time: 1880.8 ms [2021-05-04 08:28:14 main:581] : INFO : Epoch 1958 | loss: 0.0309821 | val_loss: 0.0312997 | Time: 1879.98 ms [2021-05-04 08:28:16 main:581] : INFO : Epoch 1959 | loss: 0.0309858 | val_loss: 0.0312834 | Time: 1874.07 ms [2021-05-04 08:28:18 main:581] : INFO : Epoch 1960 | loss: 0.0309835 | val_loss: 0.0313057 | Time: 1892.75 ms [2021-05-04 08:28:19 main:581] : INFO : Epoch 1961 | loss: 0.0309918 | val_loss: 0.0312999 | Time: 1884.28 ms [2021-05-04 08:28:21 main:581] : INFO : Epoch 1962 | loss: 0.0309877 | val_loss: 0.031275 | Time: 1924.45 ms [2021-05-04 08:28:23 main:581] : INFO : Epoch 1963 | loss: 0.0309892 | val_loss: 0.0312757 | Time: 1913.18 ms [2021-05-04 08:28:25 main:581] : INFO : Epoch 1964 | loss: 0.0309842 | val_loss: 0.031297 | Time: 1927.47 ms [2021-05-04 08:28:27 main:581] : INFO : Epoch 1965 | loss: 0.0309875 | val_loss: 0.0313096 | Time: 1913.61 ms [2021-05-04 08:28:29 main:581] : INFO : Epoch 1966 | loss: 0.0309936 | val_loss: 0.0313073 | Time: 1927.31 ms [2021-05-04 08:28:31 main:581] : INFO : Epoch 1967 | loss: 0.0309852 | val_loss: 0.0313018 | Time: 1894.82 ms [2021-05-04 08:28:33 main:581] : INFO : Epoch 1968 | loss: 0.0309841 | val_loss: 0.0313197 | Time: 1925.39 ms [2021-05-04 08:28:35 main:581] : INFO : Epoch 1969 | loss: 0.0309873 | val_loss: 0.0313092 | Time: 1916.87 ms [2021-05-04 08:28:37 main:581] : INFO : Epoch 1970 | loss: 0.030995 | val_loss: 0.0312795 | Time: 1952.25 ms [2021-05-04 08:28:39 main:581] : INFO : Epoch 1971 | loss: 0.0310237 | val_loss: 0.031311 | Time: 1956.27 ms [2021-05-04 08:28:41 main:581] : INFO : Epoch 1972 | loss: 0.0310012 | val_loss: 0.0312824 | Time: 1946.83 ms [2021-05-04 08:28:43 main:581] : INFO : Epoch 1973 | loss: 0.0309938 | val_loss: 0.0313021 | Time: 1942.74 ms [2021-05-04 08:28:45 main:581] : INFO : Epoch 1974 | loss: 0.0310093 | val_loss: 0.0312559 | Time: 1962.11 ms [2021-05-04 08:28:46 main:581] : INFO : Epoch 1975 | loss: 0.0310098 | val_loss: 0.0312761 | Time: 1900.63 ms [2021-05-04 08:28:48 main:581] : INFO : Epoch 1976 | loss: 0.0309946 | val_loss: 0.0312622 | Time: 1952.59 ms [2021-05-04 08:28:50 main:581] : INFO : Epoch 1977 | loss: 0.0309901 | val_loss: 0.0312949 | Time: 1961.2 ms [2021-05-04 08:28:52 main:581] : INFO : Epoch 1978 | loss: 0.0309962 | val_loss: 0.0313236 | Time: 1897.56 ms [2021-05-04 08:28:54 main:581] : INFO : Epoch 1979 | loss: 0.0309852 | val_loss: 0.0313249 | Time: 1925.45 ms [2021-05-04 08:28:56 main:581] : INFO : Epoch 1980 | loss: 0.031001 | val_loss: 0.0313161 | Time: 1934.54 ms [2021-05-04 08:28:58 main:581] : INFO : Epoch 1981 | loss: 0.0310123 | val_loss: 0.0313283 | Time: 1949.16 ms [2021-05-04 08:29:00 main:581] : INFO : Epoch 1982 | loss: 0.0309887 | val_loss: 0.0312958 | Time: 1957.26 ms [2021-05-04 08:29:02 main:581] : INFO : Epoch 1983 | loss: 0.030997 | val_loss: 0.0312938 | Time: 1939.69 ms [2021-05-04 08:29:04 main:581] : INFO : Epoch 1984 | loss: 0.0309862 | val_loss: 0.031328 | Time: 1944.02 ms [2021-05-04 08:29:06 main:581] : INFO : Epoch 1985 | loss: 0.030987 | val_loss: 0.0313112 | Time: 1945.7 ms [2021-05-04 08:29:08 main:581] : INFO : Epoch 1986 | loss: 0.0309815 | val_loss: 0.0313166 | Time: 1954.04 ms [2021-05-04 08:29:10 main:581] : INFO : Epoch 1987 | loss: 0.0309883 | val_loss: 0.0312946 | Time: 1968.16 ms [2021-05-04 08:29:12 main:581] : INFO : Epoch 1988 | loss: 0.0309932 | val_loss: 0.0312807 | Time: 1909.18 ms [2021-05-04 08:29:14 main:581] : INFO : Epoch 1989 | loss: 0.0309784 | val_loss: 0.0313134 | Time: 1877.49 ms [2021-05-04 08:29:16 main:581] : INFO : Epoch 1990 | loss: 0.0309798 | val_loss: 0.031322 | Time: 1943.35 ms [2021-05-04 08:29:17 main:581] : INFO : Epoch 1991 | loss: 0.0309844 | val_loss: 0.0312964 | Time: 1945.65 ms [2021-05-04 08:29:19 main:581] : INFO : Epoch 1992 | loss: 0.0309918 | val_loss: 0.0312397 | Time: 1922.71 ms [2021-05-04 08:29:21 main:581] : INFO : Epoch 1993 | loss: 0.0309959 | val_loss: 0.0312666 | Time: 1910.94 ms [2021-05-04 08:29:23 main:581] : INFO : Epoch 1994 | loss: 0.0309854 | val_loss: 0.0313335 | Time: 1936.34 ms [2021-05-04 08:29:25 main:581] : INFO : Epoch 1995 | loss: 0.0309811 | val_loss: 0.0313198 | Time: 1915.99 ms [2021-05-04 08:29:27 main:581] : INFO : Epoch 1996 | loss: 0.0309947 | val_loss: 0.0312828 | Time: 1950.09 ms [2021-05-04 08:29:29 main:581] : INFO : Epoch 1997 | loss: 0.031013 | val_loss: 0.0312891 | Time: 1881.23 ms [2021-05-04 08:29:31 main:581] : INFO : Epoch 1998 | loss: 0.0310097 | val_loss: 0.0313036 | Time: 1904.09 ms [2021-05-04 08:29:33 main:581] : INFO : Epoch 1999 | loss: 0.0309861 | val_loss: 0.0313193 | Time: 1900.22 ms [2021-05-04 08:29:35 main:581] : INFO : Epoch 2000 | loss: 0.0309905 | val_loss: 0.0312852 | Time: 1898.73 ms [2021-05-04 08:29:37 main:581] : INFO : Epoch 2001 | loss: 0.0309909 | val_loss: 0.0312854 | Time: 1924.76 ms [2021-05-04 08:29:39 main:581] : INFO : Epoch 2002 | loss: 0.0309841 | val_loss: 0.0312804 | Time: 1944.29 ms [2021-05-04 08:29:40 main:581] : INFO : Epoch 2003 | loss: 0.0309937 | val_loss: 0.0312822 | Time: 1934.45 ms [2021-05-04 08:29:42 main:581] : INFO : Epoch 2004 | loss: 0.0309879 | val_loss: 0.0313173 | Time: 1929.71 ms [2021-05-04 08:29:44 main:581] : INFO : Epoch 2005 | loss: 0.0309941 | val_loss: 0.0312972 | Time: 1924.12 ms [2021-05-04 08:29:46 main:581] : INFO : Epoch 2006 | loss: 0.0309851 | val_loss: 0.0312506 | Time: 1961.55 ms [2021-05-04 08:29:48 main:581] : INFO : Epoch 2007 | loss: 0.0309868 | val_loss: 0.0313141 | Time: 1941.9 ms [2021-05-04 08:29:50 main:581] : INFO : Epoch 2008 | loss: 0.0309808 | val_loss: 0.0312819 | Time: 1942.13 ms [2021-05-04 08:29:52 main:581] : INFO : Epoch 2009 | loss: 0.0309798 | val_loss: 0.0313167 | Time: 1914.48 ms [2021-05-04 08:29:54 main:581] : INFO : Epoch 2010 | loss: 0.0309869 | val_loss: 0.0313049 | Time: 1949.06 ms [2021-05-04 08:29:56 main:581] : INFO : Epoch 2011 | loss: 0.0309893 | val_loss: 0.0313033 | Time: 1921.34 ms [2021-05-04 08:29:58 main:581] : INFO : Epoch 2012 | loss: 0.0309924 | val_loss: 0.0312995 | Time: 1878.55 ms [2021-05-04 08:30:00 main:581] : INFO : Epoch 2013 | loss: 0.030992 | val_loss: 0.0312922 | Time: 1868.35 ms [2021-05-04 08:30:02 main:581] : INFO : Epoch 2014 | loss: 0.0309904 | val_loss: 0.0312845 | Time: 1902.26 ms [2021-05-04 08:30:04 main:581] : INFO : Epoch 2015 | loss: 0.0309811 | val_loss: 0.0313004 | Time: 1954.95 ms [2021-05-04 08:30:06 main:581] : INFO : Epoch 2016 | loss: 0.030985 | val_loss: 0.0312998 | Time: 1953.4 ms [2021-05-04 08:30:07 main:581] : INFO : Epoch 2017 | loss: 0.0309894 | val_loss: 0.0313275 | Time: 1921.4 ms [2021-05-04 08:30:09 main:581] : INFO : Epoch 2018 | loss: 0.0309942 | val_loss: 0.0313048 | Time: 1951.57 ms [2021-05-04 08:30:11 main:581] : INFO : Epoch 2019 | loss: 0.0309848 | val_loss: 0.0313032 | Time: 1904.06 ms [2021-05-04 08:30:13 main:581] : INFO : Epoch 2020 | loss: 0.0309978 | val_loss: 0.0312593 | Time: 1836.68 ms [2021-05-04 08:30:15 main:581] : INFO : Epoch 2021 | loss: 0.0310109 | val_loss: 0.0312771 | Time: 1793.5 ms [2021-05-04 08:30:17 main:581] : INFO : Epoch 2022 | loss: 0.0309994 | val_loss: 0.031291 | Time: 1940.34 ms [2021-05-04 08:30:19 main:581] : INFO : Epoch 2023 | loss: 0.0309924 | val_loss: 0.031279 | Time: 1925.33 ms [2021-05-04 08:30:21 main:581] : INFO : Epoch 2024 | loss: 0.030991 | val_loss: 0.0313241 | Time: 1950.86 ms [2021-05-04 08:30:23 main:581] : INFO : Epoch 2025 | loss: 0.0309909 | val_loss: 0.0312665 | Time: 1887.67 ms [2021-05-04 08:30:25 main:581] : INFO : Epoch 2026 | loss: 0.0309916 | val_loss: 0.0313035 | Time: 1863.42 ms [2021-05-04 08:30:26 main:581] : INFO : Epoch 2027 | loss: 0.0309937 | val_loss: 0.0313379 | Time: 1952.19 ms [2021-05-04 08:30:28 main:581] : INFO : Epoch 2028 | loss: 0.0309978 | val_loss: 0.0313203 | Time: 1947.96 ms [2021-05-04 08:30:30 main:581] : INFO : Epoch 2029 | loss: 0.0309948 | val_loss: 0.0313045 | Time: 1894.17 ms [2021-05-04 08:30:32 main:581] : INFO : Epoch 2030 | loss: 0.0310049 | val_loss: 0.0312962 | Time: 1878.73 ms [2021-05-04 08:30:34 main:581] : INFO : Epoch 2031 | loss: 0.0309959 | val_loss: 0.0313104 | Time: 1915.11 ms [2021-05-04 08:30:36 main:581] : INFO : Epoch 2032 | loss: 0.0309883 | val_loss: 0.0312863 | Time: 1889.23 ms [2021-05-04 08:30:38 main:581] : INFO : Epoch 2033 | loss: 0.0309883 | val_loss: 0.03131 | Time: 1906.28 ms [2021-05-04 08:30:40 main:581] : INFO : Epoch 2034 | loss: 0.030988 | val_loss: 0.0312663 | Time: 1924.56 ms [2021-05-04 08:30:42 main:581] : INFO : Epoch 2035 | loss: 0.0310004 | val_loss: 0.0312799 | Time: 1943.53 ms [2021-05-04 08:30:44 main:581] : INFO : Epoch 2036 | loss: 0.0310114 | val_loss: 0.0312363 | Time: 1917.38 ms [2021-05-04 08:30:46 main:581] : INFO : Epoch 2037 | loss: 0.0310131 | val_loss: 0.0312858 | Time: 1850.83 ms [2021-05-04 08:30:47 main:581] : INFO : Epoch 2038 | loss: 0.0309969 | val_loss: 0.0312905 | Time: 1908.71 ms [2021-05-04 08:30:49 main:581] : INFO : Epoch 2039 | loss: 0.0309867 | val_loss: 0.0312804 | Time: 1970.38 ms [2021-05-04 08:30:51 main:581] : INFO : Epoch 2040 | loss: 0.0309825 | val_loss: 0.0312978 | Time: 1926.85 ms [2021-05-04 08:30:53 main:581] : INFO : Epoch 2041 | loss: 0.0309831 | val_loss: 0.0312644 | Time: 1905.71 ms [2021-05-04 08:30:55 main:581] : INFO : Epoch 2042 | loss: 0.0309855 | val_loss: 0.0312938 | Time: 1883.53 ms [2021-05-04 08:30:57 main:581] : INFO : Epoch 2043 | loss: 0.0309976 | val_loss: 0.0312488 | Time: 1934.32 ms [2021-05-04 08:30:59 main:581] : INFO : Epoch 2044 | loss: 0.0309988 | val_loss: 0.0312815 | Time: 1941.14 ms [2021-05-04 08:31:01 main:581] : INFO : Epoch 2045 | loss: 0.0309851 | val_loss: 0.031309 | Time: 1940.59 ms [2021-05-04 08:31:03 main:581] : INFO : Epoch 2046 | loss: 0.0309891 | val_loss: 0.0313246 | Time: 1872.82 ms [2021-05-04 08:31:05 main:581] : INFO : Epoch 2047 | loss: 0.0309889 | val_loss: 0.0313373 | Time: 2020.89 ms [2021-05-04 08:31:07 main:581] : INFO : Epoch 2048 | loss: 0.0309901 | val_loss: 0.0313148 | Time: 2121.01 ms [2021-05-04 08:31:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313148 [2021-05-04 08:31:07 main:610] : INFO : Saving end state to config to file [2021-05-04 08:31:07 main:615] : INFO : Success, exiting.. 08:31:07 (3854426): 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)