Task 13349541
| Name | ParityModified-1647046438-32714-1-0_0 |
| Workunit | 10459944 |
| Created | 18 Mar 2022, 0:57:54 UTC |
| Sent | 23 Mar 2022, 20:01:03 UTC |
| Report deadline | 31 Mar 2022, 20:01:03 UTC |
| Received | 23 Mar 2022, 21:12:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5172 |
| Run time | 1 hours 8 min 45 sec |
| CPU time | 1 hours 7 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310028 | val_loss: 0.031304 | Time: 1780.46 ms [2022-03-23 21:56:46 main:574] : INFO : Epoch 1543 | loss: 0.0309869 | val_loss: 0.0313198 | Time: 1820.66 ms [2022-03-23 21:56:48 main:574] : INFO : Epoch 1544 | loss: 0.0309857 | val_loss: 0.0312963 | Time: 1812.49 ms [2022-03-23 21:56:49 main:574] : INFO : Epoch 1545 | loss: 0.0309888 | val_loss: 0.031319 | Time: 1825.59 ms [2022-03-23 21:56:51 main:574] : INFO : Epoch 1546 | loss: 0.0309899 | val_loss: 0.0312763 | Time: 1814.93 ms [2022-03-23 21:56:53 main:574] : INFO : Epoch 1547 | loss: 0.0309942 | val_loss: 0.0313326 | Time: 1870.23 ms [2022-03-23 21:56:55 main:574] : INFO : Epoch 1548 | loss: 0.0309839 | val_loss: 0.0313355 | Time: 1829.83 ms [2022-03-23 21:56:57 main:574] : INFO : Epoch 1549 | loss: 0.0309843 | val_loss: 0.0312951 | Time: 1830.87 ms [2022-03-23 21:56:59 main:574] : INFO : Epoch 1550 | loss: 0.0309975 | val_loss: 0.0313073 | Time: 1812.92 ms [2022-03-23 21:57:01 main:574] : INFO : Epoch 1551 | loss: 0.0309845 | val_loss: 0.0312823 | Time: 1843.61 ms [2022-03-23 21:57:02 main:574] : INFO : Epoch 1552 | loss: 0.030987 | val_loss: 0.0312746 | Time: 1819.34 ms [2022-03-23 21:57:04 main:574] : INFO : Epoch 1553 | loss: 0.030998 | val_loss: 0.0312957 | Time: 1838.31 ms [2022-03-23 21:57:06 main:574] : INFO : Epoch 1554 | loss: 0.0309904 | val_loss: 0.031305 | Time: 1830.87 ms [2022-03-23 21:57:08 main:574] : INFO : Epoch 1555 | loss: 0.0309848 | val_loss: 0.0312989 | Time: 1871.6 ms [2022-03-23 21:57:10 main:574] : INFO : Epoch 1556 | loss: 0.0309785 | val_loss: 0.0313063 | Time: 1830.32 ms [2022-03-23 21:57:12 main:574] : INFO : Epoch 1557 | loss: 0.0309877 | val_loss: 0.0313242 | Time: 1815.45 ms [2022-03-23 21:57:13 main:574] : INFO : Epoch 1558 | loss: 0.0309797 | val_loss: 0.0313402 | Time: 1834.12 ms [2022-03-23 21:57:15 main:574] : INFO : Epoch 1559 | loss: 0.0309802 | val_loss: 0.0312962 | Time: 1822.02 ms [2022-03-23 21:57:17 main:574] : INFO : Epoch 1560 | loss: 0.0309817 | val_loss: 0.0312854 | Time: 1839.86 ms [2022-03-23 21:57:19 main:574] : INFO : Epoch 1561 | loss: 0.030985 | val_loss: 0.0313381 | Time: 1836.25 ms [2022-03-23 21:57:21 main:574] : INFO : Epoch 1562 | loss: 0.0309822 | val_loss: 0.0312924 | Time: 1804.49 ms [2022-03-23 21:57:23 main:574] : INFO : Epoch 1563 | loss: 0.030982 | val_loss: 0.031288 | Time: 1823.85 ms [2022-03-23 21:57:25 main:574] : INFO : Epoch 1564 | loss: 0.031011 | val_loss: 0.0312507 | Time: 1824.09 ms [2022-03-23 21:57:26 main:574] : INFO : Epoch 1565 | loss: 0.0310416 | val_loss: 0.0312661 | Time: 1821.09 ms [2022-03-23 21:57:28 main:574] : INFO : Epoch 1566 | loss: 0.0310054 | val_loss: 0.0313331 | Time: 1788.71 ms [2022-03-23 21:57:30 main:574] : INFO : Epoch 1567 | loss: 0.030982 | val_loss: 0.0313094 | Time: 1821.27 ms [2022-03-23 21:57:32 main:574] : INFO : Epoch 1568 | loss: 0.0309996 | val_loss: 0.0312879 | Time: 1825.93 ms [2022-03-23 21:57:34 main:574] : INFO : Epoch 1569 | loss: 0.0310113 | val_loss: 0.0313304 | Time: 1797.41 ms [2022-03-23 21:57:35 main:574] : INFO : Epoch 1570 | loss: 0.0310043 | val_loss: 0.03131 | Time: 1821.49 ms [2022-03-23 21:57:37 main:574] : INFO : Epoch 1571 | loss: 0.0309911 | val_loss: 0.0312795 | Time: 1781.27 ms [2022-03-23 21:57:39 main:574] : INFO : Epoch 1572 | loss: 0.0309838 | val_loss: 0.0313021 | Time: 1815.89 ms [2022-03-23 21:57:41 main:574] : INFO : Epoch 1573 | loss: 0.0309885 | val_loss: 0.0312838 | Time: 1807.37 ms [2022-03-23 21:57:43 main:574] : INFO : Epoch 1574 | loss: 0.0309908 | val_loss: 0.0313101 | Time: 1816.5 ms [2022-03-23 21:57:45 main:574] : INFO : Epoch 1575 | loss: 0.0309886 | val_loss: 0.0312979 | Time: 1789.18 ms [2022-03-23 21:57:46 main:574] : INFO : Epoch 1576 | loss: 0.0309838 | val_loss: 0.0313131 | Time: 1797.46 ms [2022-03-23 21:57:48 main:574] : INFO : Epoch 1577 | loss: 0.0309883 | val_loss: 0.0312917 | Time: 1794.63 ms [2022-03-23 21:57:50 main:574] : INFO : Epoch 1578 | loss: 0.0309833 | val_loss: 0.0312928 | Time: 1809.73 ms [2022-03-23 21:57:52 main:574] : INFO : Epoch 1579 | loss: 0.0309871 | val_loss: 0.0313061 | Time: 1823.2 ms [2022-03-23 21:57:54 main:574] : INFO : Epoch 1580 | loss: 0.0309789 | val_loss: 0.031322 | Time: 1795.39 ms [2022-03-23 21:57:55 main:574] : INFO : Epoch 1581 | loss: 0.0309784 | val_loss: 0.0312949 | Time: 1822.49 ms [2022-03-23 21:57:57 main:574] : INFO : Epoch 1582 | loss: 0.0309915 | val_loss: 0.0312941 | Time: 1789.27 ms [2022-03-23 21:57:59 main:574] : INFO : Epoch 1583 | loss: 0.0309805 | val_loss: 0.0313138 | Time: 1807.4 ms [2022-03-23 21:58:01 main:574] : INFO : Epoch 1584 | loss: 0.0309935 | val_loss: 0.0312809 | Time: 1818.62 ms [2022-03-23 21:58:03 main:574] : INFO : Epoch 1585 | loss: 0.0309924 | val_loss: 0.0313023 | Time: 1843.7 ms [2022-03-23 21:58:05 main:574] : INFO : Epoch 1586 | loss: 0.0309913 | val_loss: 0.0313005 | Time: 1803.28 ms [2022-03-23 21:58:06 main:574] : INFO : Epoch 1587 | loss: 0.0309827 | val_loss: 0.0312744 | Time: 1811.46 ms [2022-03-23 21:58:08 main:574] : INFO : Epoch 1588 | loss: 0.0309875 | val_loss: 0.0313046 | Time: 1822.32 ms [2022-03-23 21:58:10 main:574] : INFO : Epoch 1589 | loss: 0.0309775 | val_loss: 0.0313192 | Time: 1780.29 ms [2022-03-23 21:58:12 main:574] : INFO : Epoch 1590 | loss: 0.03099 | val_loss: 0.0313073 | Time: 1804.85 ms [2022-03-23 21:58:14 main:574] : INFO : Epoch 1591 | loss: 0.0309935 | val_loss: 0.0313549 | Time: 1812.9 ms [2022-03-23 21:58:15 main:574] : INFO : Epoch 1592 | loss: 0.0309925 | val_loss: 0.0312765 | Time: 1790.87 ms [2022-03-23 21:58:17 main:574] : INFO : Epoch 1593 | loss: 0.0310015 | val_loss: 0.0312641 | Time: 1761.8 ms [2022-03-23 21:58:19 main:574] : INFO : Epoch 1594 | loss: 0.0310028 | val_loss: 0.0312643 | Time: 1807.72 ms [2022-03-23 21:58:21 main:574] : INFO : Epoch 1595 | loss: 0.0309865 | val_loss: 0.0313209 | Time: 1822.58 ms [2022-03-23 21:58:23 main:574] : INFO : Epoch 1596 | loss: 0.0309873 | val_loss: 0.0312937 | Time: 1788.4 ms [2022-03-23 21:58:24 main:574] : INFO : Epoch 1597 | loss: 0.0309889 | val_loss: 0.0312894 | Time: 1781.33 ms [2022-03-23 21:58:26 main:574] : INFO : Epoch 1598 | loss: 0.0309882 | val_loss: 0.0312934 | Time: 1866.74 ms [2022-03-23 21:58:28 main:574] : INFO : Epoch 1599 | loss: 0.0309838 | val_loss: 0.0312845 | Time: 1786.48 ms [2022-03-23 21:58:30 main:574] : INFO : Epoch 1600 | loss: 0.0309965 | val_loss: 0.0312737 | Time: 1844.06 ms [2022-03-23 21:58:32 main:574] : INFO : Epoch 1601 | loss: 0.0310156 | val_loss: 0.0312148 | Time: 1861.74 ms [2022-03-23 21:58:34 main:574] : INFO : Epoch 1602 | loss: 0.0310548 | val_loss: 0.0312593 | Time: 1793.61 ms [2022-03-23 21:58:35 main:574] : INFO : Epoch 1603 | loss: 0.0310188 | val_loss: 0.0312945 | Time: 1812.17 ms [2022-03-23 21:58:37 main:574] : INFO : Epoch 1604 | loss: 0.0309935 | val_loss: 0.0313068 | Time: 1807.47 ms [2022-03-23 21:58:39 main:574] : INFO : Epoch 1605 | loss: 0.0309862 | val_loss: 0.0312935 | Time: 1781.63 ms [2022-03-23 21:58:41 main:574] : INFO : Epoch 1606 | loss: 0.0309905 | val_loss: 0.0312976 | Time: 1801.6 ms [2022-03-23 21:58:43 main:574] : INFO : Epoch 1607 | loss: 0.0309922 | val_loss: 0.0313105 | Time: 1867.89 ms [2022-03-23 21:58:45 main:574] : INFO : Epoch 1608 | loss: 0.0309786 | val_loss: 0.0313049 | Time: 1798.36 ms [2022-03-23 21:58:46 main:574] : INFO : Epoch 1609 | loss: 0.0309844 | val_loss: 0.0312906 | Time: 1855.66 ms [2022-03-23 21:58:49 main:574] : INFO : Epoch 1610 | loss: 0.0309866 | val_loss: 0.0313038 | Time: 2140.7 ms [2022-03-23 21:58:51 main:574] : INFO : Epoch 1611 | loss: 0.0309934 | val_loss: 0.0313154 | Time: 1889.09 ms [2022-03-23 21:58:52 main:574] : INFO : Epoch 1612 | loss: 0.0309825 | val_loss: 0.0312721 | Time: 1953.74 ms [2022-03-23 21:58:55 main:574] : INFO : Epoch 1613 | loss: 0.0309913 | val_loss: 0.0312886 | Time: 2067.91 ms [2022-03-23 21:58:56 main:574] : INFO : Epoch 1614 | loss: 0.0309874 | val_loss: 0.0313133 | Time: 1845.74 ms [2022-03-23 21:58:58 main:574] : INFO : Epoch 1615 | loss: 0.0309873 | val_loss: 0.0313078 | Time: 1799.71 ms [2022-03-23 21:59:00 main:574] : INFO : Epoch 1616 | loss: 0.0310146 | val_loss: 0.0312728 | Time: 1845.74 ms [2022-03-23 21:59:02 main:574] : INFO : Epoch 1617 | loss: 0.0310197 | val_loss: 0.0312935 | Time: 1813.78 ms [2022-03-23 21:59:04 main:574] : INFO : Epoch 1618 | loss: 0.0309998 | val_loss: 0.0312969 | Time: 1874.45 ms [2022-03-23 21:59:06 main:574] : INFO : Epoch 1619 | loss: 0.0310087 | val_loss: 0.0312489 | Time: 1827.41 ms [2022-03-23 21:59:07 main:574] : INFO : Epoch 1620 | loss: 0.0310038 | val_loss: 0.031294 | Time: 1820.34 ms [2022-03-23 21:59:09 main:574] : INFO : Epoch 1621 | loss: 0.0309828 | val_loss: 0.0312903 | Time: 1795.53 ms [2022-03-23 21:59:11 main:574] : INFO : Epoch 1622 | loss: 0.0309767 | val_loss: 0.0313189 | Time: 1828 ms [2022-03-23 21:59:13 main:574] : INFO : Epoch 1623 | loss: 0.0309761 | val_loss: 0.0313301 | Time: 1807.1 ms [2022-03-23 21:59:15 main:574] : INFO : Epoch 1624 | loss: 0.030972 | val_loss: 0.0313184 | Time: 1850.87 ms [2022-03-23 21:59:17 main:574] : INFO : Epoch 1625 | loss: 0.0309763 | val_loss: 0.0313039 | Time: 1772.01 ms [2022-03-23 21:59:18 main:574] : INFO : Epoch 1626 | loss: 0.0309859 | val_loss: 0.0313034 | Time: 1771.39 ms [2022-03-23 21:59:20 main:574] : INFO : Epoch 1627 | loss: 0.0309855 | val_loss: 0.0312891 | Time: 1771.81 ms [2022-03-23 21:59:22 main:574] : INFO : Epoch 1628 | loss: 0.0309949 | val_loss: 0.0313239 | Time: 1756.82 ms [2022-03-23 21:59:24 main:574] : INFO : Epoch 1629 | loss: 0.030994 | val_loss: 0.0312831 | Time: 1779.46 ms [2022-03-23 21:59:25 main:574] : INFO : Epoch 1630 | loss: 0.0309955 | val_loss: 0.0313049 | Time: 1805.25 ms [2022-03-23 21:59:27 main:574] : INFO : Epoch 1631 | loss: 0.0309832 | val_loss: 0.0312995 | Time: 1900.42 ms [2022-03-23 21:59:29 main:574] : INFO : Epoch 1632 | loss: 0.0309826 | val_loss: 0.0313053 | Time: 1817.97 ms [2022-03-23 21:59:31 main:574] : INFO : Epoch 1633 | loss: 0.0309809 | val_loss: 0.0312909 | Time: 1800.35 ms [2022-03-23 21:59:33 main:574] : INFO : Epoch 1634 | loss: 0.0309828 | val_loss: 0.031325 | Time: 1780.61 ms [2022-03-23 21:59:35 main:574] : INFO : Epoch 1635 | loss: 0.0309774 | val_loss: 0.0312958 | Time: 1800.84 ms [2022-03-23 21:59:36 main:574] : INFO : Epoch 1636 | loss: 0.0309806 | val_loss: 0.0313133 | Time: 1807.95 ms [2022-03-23 21:59:38 main:574] : INFO : Epoch 1637 | loss: 0.0309908 | val_loss: 0.0313047 | Time: 1821.24 ms [2022-03-23 21:59:40 main:574] : INFO : Epoch 1638 | loss: 0.0309874 | val_loss: 0.0312973 | Time: 1867.34 ms [2022-03-23 21:59:42 main:574] : INFO : Epoch 1639 | loss: 0.0309911 | val_loss: 0.03133 | Time: 1864.78 ms [2022-03-23 21:59:44 main:574] : INFO : Epoch 1640 | loss: 0.0309814 | val_loss: 0.0312957 | Time: 1817.27 ms [2022-03-23 21:59:46 main:574] : INFO : Epoch 1641 | loss: 0.0309923 | val_loss: 0.0313113 | Time: 1820.42 ms [2022-03-23 21:59:48 main:574] : INFO : Epoch 1642 | loss: 0.0309955 | val_loss: 0.0312898 | Time: 1809.88 ms [2022-03-23 21:59:49 main:574] : INFO : Epoch 1643 | loss: 0.0309795 | val_loss: 0.0313601 | Time: 1777.38 ms [2022-03-23 21:59:51 main:574] : INFO : Epoch 1644 | loss: 0.0310002 | val_loss: 0.0313222 | Time: 1793.52 ms [2022-03-23 21:59:53 main:574] : INFO : Epoch 1645 | loss: 0.0309928 | val_loss: 0.0312875 | Time: 1811.77 ms [2022-03-23 21:59:55 main:574] : INFO : Epoch 1646 | loss: 0.0309881 | val_loss: 0.0313215 | Time: 1840.33 ms [2022-03-23 21:59:57 main:574] : INFO : Epoch 1647 | loss: 0.0309897 | val_loss: 0.0312892 | Time: 1790.73 ms [2022-03-23 21:59:58 main:574] : INFO : Epoch 1648 | loss: 0.0309849 | val_loss: 0.0313073 | Time: 1848.28 ms [2022-03-23 22:00:00 main:574] : INFO : Epoch 1649 | loss: 0.0309833 | val_loss: 0.0313251 | Time: 1823.73 ms [2022-03-23 22:00:02 main:574] : INFO : Epoch 1650 | loss: 0.0309902 | val_loss: 0.0312709 | Time: 1814.51 ms [2022-03-23 22:00:04 main:574] : INFO : Epoch 1651 | loss: 0.0309831 | val_loss: 0.0313154 | Time: 1834.8 ms [2022-03-23 22:00:06 main:574] : INFO : Epoch 1652 | loss: 0.0309771 | val_loss: 0.0313244 | Time: 1814.02 ms [2022-03-23 22:00:08 main:574] : INFO : Epoch 1653 | loss: 0.030985 | val_loss: 0.0312916 | Time: 1797.73 ms [2022-03-23 22:00:09 main:574] : INFO : Epoch 1654 | loss: 0.0309772 | val_loss: 0.0313288 | Time: 1832.2 ms [2022-03-23 22:00:11 main:574] : INFO : Epoch 1655 | loss: 0.0309835 | val_loss: 0.0312832 | Time: 1827.59 ms [2022-03-23 22:00:13 main:574] : INFO : Epoch 1656 | loss: 0.0309953 | val_loss: 0.0313082 | Time: 1798.37 ms [2022-03-23 22:00:15 main:574] : INFO : Epoch 1657 | loss: 0.0309918 | val_loss: 0.0312471 | Time: 1825.78 ms [2022-03-23 22:00:17 main:574] : INFO : Epoch 1658 | loss: 0.0309836 | val_loss: 0.0313181 | Time: 1815.46 ms [2022-03-23 22:00:19 main:574] : INFO : Epoch 1659 | loss: 0.0309774 | val_loss: 0.031321 | Time: 1812.62 ms [2022-03-23 22:00:20 main:574] : INFO : Epoch 1660 | loss: 0.0309862 | val_loss: 0.031293 | Time: 1828.56 ms [2022-03-23 22:00:22 main:574] : INFO : Epoch 1661 | loss: 0.0309809 | val_loss: 0.0313234 | Time: 1858.63 ms [2022-03-23 22:00:24 main:574] : INFO : Epoch 1662 | loss: 0.0309922 | val_loss: 0.0313063 | Time: 1789.9 ms [2022-03-23 22:00:26 main:574] : INFO : Epoch 1663 | loss: 0.0310016 | val_loss: 0.0313135 | Time: 1780.76 ms [2022-03-23 22:00:28 main:574] : INFO : Epoch 1664 | loss: 0.0309845 | val_loss: 0.031283 | Time: 1821.77 ms [2022-03-23 22:00:30 main:574] : INFO : Epoch 1665 | loss: 0.030977 | val_loss: 0.0313218 | Time: 1835.48 ms [2022-03-23 22:00:31 main:574] : INFO : Epoch 1666 | loss: 0.0309761 | val_loss: 0.0312992 | Time: 1796.64 ms [2022-03-23 22:00:33 main:574] : INFO : Epoch 1667 | loss: 0.0309898 | val_loss: 0.0312757 | Time: 1825.99 ms [2022-03-23 22:00:35 main:574] : INFO : Epoch 1668 | loss: 0.0309984 | val_loss: 0.0312693 | Time: 1817.08 ms [2022-03-23 22:00:37 main:574] : INFO : Epoch 1669 | loss: 0.0309928 | val_loss: 0.0312764 | Time: 1818.84 ms [2022-03-23 22:00:39 main:574] : INFO : Epoch 1670 | loss: 0.0309864 | val_loss: 0.0313142 | Time: 1802.68 ms [2022-03-23 22:00:41 main:574] : INFO : Epoch 1671 | loss: 0.0309898 | val_loss: 0.0312644 | Time: 1955.26 ms [2022-03-23 22:00:43 main:574] : INFO : Epoch 1672 | loss: 0.0309907 | val_loss: 0.0312953 | Time: 1979.3 ms [2022-03-23 22:00:45 main:574] : INFO : Epoch 1673 | loss: 0.0309875 | val_loss: 0.0312886 | Time: 2153.31 ms [2022-03-23 22:00:47 main:574] : INFO : Epoch 1674 | loss: 0.0309779 | val_loss: 0.031334 | Time: 1962.97 ms [2022-03-23 22:00:49 main:574] : INFO : Epoch 1675 | loss: 0.0309837 | val_loss: 0.0313117 | Time: 2020.78 ms [2022-03-23 22:00:51 main:574] : INFO : Epoch 1676 | loss: 0.0309869 | val_loss: 0.0313129 | Time: 1996.72 ms [2022-03-23 22:00:53 main:574] : INFO : Epoch 1677 | loss: 0.0309783 | val_loss: 0.0313101 | Time: 1851.4 ms [2022-03-23 22:00:55 main:574] : INFO : Epoch 1678 | loss: 0.0309851 | val_loss: 0.0312853 | Time: 1970.42 ms [2022-03-23 22:00:56 main:574] : INFO : Epoch 1679 | loss: 0.0309782 | val_loss: 0.0313217 | Time: 1772.77 ms [2022-03-23 22:00:58 main:574] : INFO : Epoch 1680 | loss: 0.0309742 | val_loss: 0.0312931 | Time: 1825.9 ms [2022-03-23 22:01:00 main:574] : INFO : Epoch 1681 | loss: 0.0309822 | val_loss: 0.0312925 | Time: 1809.95 ms [2022-03-23 22:01:02 main:574] : INFO : Epoch 1682 | loss: 0.0309851 | val_loss: 0.031296 | Time: 1792.72 ms [2022-03-23 22:01:04 main:574] : INFO : Epoch 1683 | loss: 0.0309875 | val_loss: 0.0312825 | Time: 1827.5 ms [2022-03-23 22:01:06 main:574] : INFO : Epoch 1684 | loss: 0.0309948 | val_loss: 0.0312729 | Time: 1865.53 ms [2022-03-23 22:01:07 main:574] : INFO : Epoch 1685 | loss: 0.0309846 | val_loss: 0.0313096 | Time: 1812.61 ms [2022-03-23 22:01:09 main:574] : INFO : Epoch 1686 | loss: 0.0309964 | val_loss: 0.0312867 | Time: 1839.77 ms [2022-03-23 22:01:11 main:574] : INFO : Epoch 1687 | loss: 0.0309905 | val_loss: 0.0313255 | Time: 1806.87 ms [2022-03-23 22:01:13 main:574] : INFO : Epoch 1688 | loss: 0.0309801 | val_loss: 0.031307 | Time: 1814.62 ms [2022-03-23 22:01:15 main:574] : INFO : Epoch 1689 | loss: 0.0309892 | val_loss: 0.0313121 | Time: 1753.21 ms [2022-03-23 22:01:17 main:574] : INFO : Epoch 1690 | loss: 0.03098 | val_loss: 0.0313223 | Time: 1840.84 ms [2022-03-23 22:01:18 main:574] : INFO : Epoch 1691 | loss: 0.0309757 | val_loss: 0.0313285 | Time: 1858.57 ms [2022-03-23 22:01:20 main:574] : INFO : Epoch 1692 | loss: 0.0309901 | val_loss: 0.0313002 | Time: 1842.03 ms [2022-03-23 22:01:22 main:574] : INFO : Epoch 1693 | loss: 0.0309916 | val_loss: 0.0312894 | Time: 1884.53 ms [2022-03-23 22:01:24 main:574] : INFO : Epoch 1694 | loss: 0.0309859 | val_loss: 0.0313278 | Time: 1826.71 ms [2022-03-23 22:01:26 main:574] : INFO : Epoch 1695 | loss: 0.0309823 | val_loss: 0.031309 | Time: 1816.11 ms [2022-03-23 22:01:28 main:574] : INFO : Epoch 1696 | loss: 0.0309807 | val_loss: 0.0313355 | Time: 1809.21 ms [2022-03-23 22:01:30 main:574] : INFO : Epoch 1697 | loss: 0.030975 | val_loss: 0.0312779 | Time: 1842.57 ms [2022-03-23 22:01:31 main:574] : INFO : Epoch 1698 | loss: 0.0309822 | val_loss: 0.0313175 | Time: 1830.03 ms [2022-03-23 22:01:33 main:574] : INFO : Epoch 1699 | loss: 0.0309966 | val_loss: 0.0312991 | Time: 1818.31 ms [2022-03-23 22:01:35 main:574] : INFO : Epoch 1700 | loss: 0.0309923 | val_loss: 0.0313025 | Time: 1813.84 ms [2022-03-23 22:01:37 main:574] : INFO : Epoch 1701 | loss: 0.0309869 | val_loss: 0.0313147 | Time: 1805.38 ms [2022-03-23 22:01:39 main:574] : INFO : Epoch 1702 | loss: 0.0309836 | val_loss: 0.0312882 | Time: 1811.7 ms [2022-03-23 22:01:40 main:574] : INFO : Epoch 1703 | loss: 0.0309813 | val_loss: 0.0312952 | Time: 1805.18 ms [2022-03-23 22:01:42 main:574] : INFO : Epoch 1704 | loss: 0.0309809 | val_loss: 0.0313147 | Time: 1789.45 ms [2022-03-23 22:01:44 main:574] : INFO : Epoch 1705 | loss: 0.0309871 | val_loss: 0.0312822 | Time: 1827.17 ms [2022-03-23 22:01:46 main:574] : INFO : Epoch 1706 | loss: 0.0309909 | val_loss: 0.0312765 | Time: 1832.34 ms [2022-03-23 22:01:48 main:574] : INFO : Epoch 1707 | loss: 0.0310032 | val_loss: 0.0313084 | Time: 1810.73 ms [2022-03-23 22:01:50 main:574] : INFO : Epoch 1708 | loss: 0.0309994 | val_loss: 0.0313085 | Time: 1787.11 ms [2022-03-23 22:01:51 main:574] : INFO : Epoch 1709 | loss: 0.0309889 | val_loss: 0.0312957 | Time: 1781.19 ms [2022-03-23 22:01:53 main:574] : INFO : Epoch 1710 | loss: 0.030988 | val_loss: 0.0312981 | Time: 1796.74 ms [2022-03-23 22:01:55 main:574] : INFO : Epoch 1711 | loss: 0.0309983 | val_loss: 0.0313397 | Time: 1806.03 ms [2022-03-23 22:01:57 main:574] : INFO : Epoch 1712 | loss: 0.0309866 | val_loss: 0.0312817 | Time: 1800.56 ms [2022-03-23 22:01:59 main:574] : INFO : Epoch 1713 | loss: 0.03099 | val_loss: 0.0313635 | Time: 1831.53 ms [2022-03-23 22:02:01 main:574] : INFO : Epoch 1714 | loss: 0.0309946 | val_loss: 0.0312845 | Time: 1849.08 ms [2022-03-23 22:02:02 main:574] : INFO : Epoch 1715 | loss: 0.0309851 | val_loss: 0.0313163 | Time: 1875.56 ms [2022-03-23 22:02:04 main:574] : INFO : Epoch 1716 | loss: 0.0309816 | val_loss: 0.0312997 | Time: 1824.84 ms [2022-03-23 22:02:06 main:574] : INFO : Epoch 1717 | loss: 0.0309816 | val_loss: 0.0313334 | Time: 1834.97 ms [2022-03-23 22:02:08 main:574] : INFO : Epoch 1718 | loss: 0.0309936 | val_loss: 0.0313257 | Time: 1821.45 ms [2022-03-23 22:02:10 main:574] : INFO : Epoch 1719 | loss: 0.0309896 | val_loss: 0.0312759 | Time: 1793.38 ms [2022-03-23 22:02:12 main:574] : INFO : Epoch 1720 | loss: 0.0309842 | val_loss: 0.031336 | Time: 1792.82 ms [2022-03-23 22:02:13 main:574] : INFO : Epoch 1721 | loss: 0.0309882 | val_loss: 0.0312878 | Time: 1773.22 ms [2022-03-23 22:02:15 main:574] : INFO : Epoch 1722 | loss: 0.0309955 | val_loss: 0.0312576 | Time: 1814.06 ms [2022-03-23 22:02:17 main:574] : INFO : Epoch 1723 | loss: 0.0310024 | val_loss: 0.0312627 | Time: 1826.76 ms [2022-03-23 22:02:19 main:574] : INFO : Epoch 1724 | loss: 0.0309874 | val_loss: 0.0312928 | Time: 1819.61 ms [2022-03-23 22:02:21 main:574] : INFO : Epoch 1725 | loss: 0.0309887 | val_loss: 0.0312664 | Time: 1840.41 ms [2022-03-23 22:02:23 main:574] : INFO : Epoch 1726 | loss: 0.0309938 | val_loss: 0.0312904 | Time: 1815.69 ms [2022-03-23 22:02:24 main:574] : INFO : Epoch 1727 | loss: 0.031003 | val_loss: 0.0313065 | Time: 1803.79 ms [2022-03-23 22:02:26 main:574] : INFO : Epoch 1728 | loss: 0.0309918 | val_loss: 0.0313008 | Time: 1830.79 ms [2022-03-23 22:02:28 main:574] : INFO : Epoch 1729 | loss: 0.0309893 | val_loss: 0.0312717 | Time: 1820.9 ms [2022-03-23 22:02:30 main:574] : INFO : Epoch 1730 | loss: 0.0309876 | val_loss: 0.0313216 | Time: 1837.82 ms [2022-03-23 22:02:32 main:574] : INFO : Epoch 1731 | loss: 0.0309834 | val_loss: 0.031297 | Time: 1848.93 ms [2022-03-23 22:02:34 main:574] : INFO : Epoch 1732 | loss: 0.0309816 | val_loss: 0.0312888 | Time: 1805.38 ms [2022-03-23 22:02:35 main:574] : INFO : Epoch 1733 | loss: 0.0309764 | val_loss: 0.0313432 | Time: 1802.46 ms [2022-03-23 22:02:37 main:574] : INFO : Epoch 1734 | loss: 0.0309792 | val_loss: 0.0313079 | Time: 1818.94 ms [2022-03-23 22:02:39 main:574] : INFO : Epoch 1735 | loss: 0.0309937 | val_loss: 0.0312945 | Time: 1796.58 ms [2022-03-23 22:02:41 main:574] : INFO : Epoch 1736 | loss: 0.0309874 | val_loss: 0.0312961 | Time: 1826.12 ms [2022-03-23 22:02:43 main:574] : INFO : Epoch 1737 | loss: 0.0309844 | val_loss: 0.0313002 | Time: 1767.13 ms [2022-03-23 22:02:44 main:574] : INFO : Epoch 1738 | loss: 0.0309823 | val_loss: 0.0313248 | Time: 1828.08 ms [2022-03-23 22:02:46 main:574] : INFO : Epoch 1739 | loss: 0.0310021 | val_loss: 0.0313038 | Time: 1813.28 ms [2022-03-23 22:02:48 main:574] : INFO : Epoch 1740 | loss: 0.031022 | val_loss: 0.0312887 | Time: 1777.74 ms [2022-03-23 22:02:50 main:574] : INFO : Epoch 1741 | loss: 0.0310456 | val_loss: 0.0312516 | Time: 1816.86 ms [2022-03-23 22:02:52 main:574] : INFO : Epoch 1742 | loss: 0.0310332 | val_loss: 0.0312501 | Time: 1805.09 ms [2022-03-23 22:02:54 main:574] : INFO : Epoch 1743 | loss: 0.0310001 | val_loss: 0.0313383 | Time: 1827.04 ms [2022-03-23 22:02:55 main:574] : INFO : Epoch 1744 | loss: 0.0309901 | val_loss: 0.0312733 | Time: 1846.66 ms [2022-03-23 22:02:57 main:574] : INFO : Epoch 1745 | loss: 0.0309977 | val_loss: 0.0313055 | Time: 1831.77 ms [2022-03-23 22:02:59 main:574] : INFO : Epoch 1746 | loss: 0.0309857 | val_loss: 0.0312679 | Time: 1839.94 ms [2022-03-23 22:03:01 main:574] : INFO : Epoch 1747 | loss: 0.0309886 | val_loss: 0.0313322 | Time: 1773.23 ms [2022-03-23 22:03:03 main:574] : INFO : Epoch 1748 | loss: 0.0309847 | val_loss: 0.0313061 | Time: 1815.54 ms [2022-03-23 22:03:05 main:574] : INFO : Epoch 1749 | loss: 0.0309813 | val_loss: 0.0313178 | Time: 1847.35 ms [2022-03-23 22:03:06 main:574] : INFO : Epoch 1750 | loss: 0.0309793 | val_loss: 0.0313194 | Time: 1847.96 ms [2022-03-23 22:03:08 main:574] : INFO : Epoch 1751 | loss: 0.0309843 | val_loss: 0.0312721 | Time: 1834.23 ms [2022-03-23 22:03:10 main:574] : INFO : Epoch 1752 | loss: 0.0309851 | val_loss: 0.031305 | Time: 1857.67 ms [2022-03-23 22:03:12 main:574] : INFO : Epoch 1753 | loss: 0.0309834 | val_loss: 0.0313158 | Time: 1808.35 ms [2022-03-23 22:03:14 main:574] : INFO : Epoch 1754 | loss: 0.0309882 | val_loss: 0.0313159 | Time: 1850.46 ms [2022-03-23 22:03:16 main:574] : INFO : Epoch 1755 | loss: 0.0309885 | val_loss: 0.0312807 | Time: 1833.15 ms [2022-03-23 22:03:18 main:574] : INFO : Epoch 1756 | loss: 0.0310026 | val_loss: 0.031267 | Time: 1843.05 ms [2022-03-23 22:03:19 main:574] : INFO : Epoch 1757 | loss: 0.0310043 | val_loss: 0.031271 | Time: 1824.09 ms [2022-03-23 22:03:21 main:574] : INFO : Epoch 1758 | loss: 0.0309882 | val_loss: 0.031315 | Time: 1793.17 ms [2022-03-23 22:03:23 main:574] : INFO : Epoch 1759 | loss: 0.0309877 | val_loss: 0.0313078 | Time: 1812.63 ms [2022-03-23 22:03:25 main:574] : INFO : Epoch 1760 | loss: 0.0309777 | val_loss: 0.0313138 | Time: 1845.89 ms [2022-03-23 22:03:27 main:574] : INFO : Epoch 1761 | loss: 0.0309844 | val_loss: 0.0313028 | Time: 1833.43 ms [2022-03-23 22:03:29 main:574] : INFO : Epoch 1762 | loss: 0.0309781 | val_loss: 0.0313137 | Time: 1800.85 ms [2022-03-23 22:03:30 main:574] : INFO : Epoch 1763 | loss: 0.0309976 | val_loss: 0.0312716 | Time: 1816.55 ms [2022-03-23 22:03:32 main:574] : INFO : Epoch 1764 | loss: 0.0310034 | val_loss: 0.0313167 | Time: 1818.54 ms [2022-03-23 22:03:34 main:574] : INFO : Epoch 1765 | loss: 0.0309903 | val_loss: 0.0312941 | Time: 1830.63 ms [2022-03-23 22:03:36 main:574] : INFO : Epoch 1766 | loss: 0.030993 | val_loss: 0.0312633 | Time: 1864.67 ms [2022-03-23 22:03:38 main:574] : INFO : Epoch 1767 | loss: 0.0310037 | val_loss: 0.031295 | Time: 1818.87 ms [2022-03-23 22:03:40 main:574] : INFO : Epoch 1768 | loss: 0.0309889 | val_loss: 0.031312 | Time: 1795.91 ms [2022-03-23 22:03:41 main:574] : INFO : Epoch 1769 | loss: 0.0309866 | val_loss: 0.0312667 | Time: 1815.48 ms [2022-03-23 22:03:43 main:574] : INFO : Epoch 1770 | loss: 0.0309821 | val_loss: 0.0313267 | Time: 1786.68 ms [2022-03-23 22:03:45 main:574] : INFO : Epoch 1771 | loss: 0.0309805 | val_loss: 0.0312817 | Time: 1783.9 ms [2022-03-23 22:03:47 main:574] : INFO : Epoch 1772 | loss: 0.0309882 | val_loss: 0.0313088 | Time: 1840.65 ms [2022-03-23 22:03:49 main:574] : INFO : Epoch 1773 | loss: 0.0309868 | val_loss: 0.0312805 | Time: 1834.24 ms [2022-03-23 22:03:51 main:574] : INFO : Epoch 1774 | loss: 0.0309749 | val_loss: 0.0313568 | Time: 1823.09 ms [2022-03-23 22:03:52 main:574] : INFO : Epoch 1775 | loss: 0.0309751 | val_loss: 0.0312872 | Time: 1824.29 ms [2022-03-23 22:03:54 main:574] : INFO : Epoch 1776 | loss: 0.0309863 | val_loss: 0.0312984 | Time: 1841.14 ms [2022-03-23 22:03:56 main:574] : INFO : Epoch 1777 | loss: 0.0309801 | val_loss: 0.031286 | Time: 1795.34 ms [2022-03-23 22:03:58 main:574] : INFO : Epoch 1778 | loss: 0.0309823 | val_loss: 0.0313067 | Time: 1785.71 ms [2022-03-23 22:04:00 main:574] : INFO : Epoch 1779 | loss: 0.0309835 | val_loss: 0.0312939 | Time: 1818.55 ms [2022-03-23 22:04:01 main:574] : INFO : Epoch 1780 | loss: 0.0309924 | val_loss: 0.0312998 | Time: 1791.02 ms [2022-03-23 22:04:03 main:574] : INFO : Epoch 1781 | loss: 0.0309939 | val_loss: 0.0313029 | Time: 1806.08 ms [2022-03-23 22:04:05 main:574] : INFO : Epoch 1782 | loss: 0.0309835 | val_loss: 0.0313053 | Time: 1818.24 ms [2022-03-23 22:04:07 main:574] : INFO : Epoch 1783 | loss: 0.0310229 | val_loss: 0.031218 | Time: 1831.05 ms [2022-03-23 22:04:09 main:574] : INFO : Epoch 1784 | loss: 0.0311115 | val_loss: 0.031247 | Time: 1802.75 ms [2022-03-23 22:04:11 main:574] : INFO : Epoch 1785 | loss: 0.0310626 | val_loss: 0.0312709 | Time: 1803.38 ms [2022-03-23 22:04:12 main:574] : INFO : Epoch 1786 | loss: 0.0310288 | val_loss: 0.0312865 | Time: 1833.21 ms [2022-03-23 22:04:14 main:574] : INFO : Epoch 1787 | loss: 0.0310129 | val_loss: 0.0313064 | Time: 1853.11 ms [2022-03-23 22:04:16 main:574] : INFO : Epoch 1788 | loss: 0.0309936 | val_loss: 0.0312674 | Time: 1853.22 ms [2022-03-23 22:04:18 main:574] : INFO : Epoch 1789 | loss: 0.0310008 | val_loss: 0.0312882 | Time: 1956.42 ms [2022-03-23 22:04:20 main:574] : INFO : Epoch 1790 | loss: 0.0309951 | val_loss: 0.0312933 | Time: 1850.49 ms [2022-03-23 22:04:22 main:574] : INFO : Epoch 1791 | loss: 0.0309853 | val_loss: 0.0313323 | Time: 1826.49 ms [2022-03-23 22:04:24 main:574] : INFO : Epoch 1792 | loss: 0.0309877 | val_loss: 0.0312591 | Time: 1807.24 ms [2022-03-23 22:04:26 main:574] : INFO : Epoch 1793 | loss: 0.0309911 | val_loss: 0.03133 | Time: 1840.74 ms [2022-03-23 22:04:27 main:574] : INFO : Epoch 1794 | loss: 0.0309941 | val_loss: 0.03132 | Time: 1847.29 ms [2022-03-23 22:04:29 main:574] : INFO : Epoch 1795 | loss: 0.0309902 | val_loss: 0.0313089 | Time: 1814.2 ms [2022-03-23 22:04:31 main:574] : INFO : Epoch 1796 | loss: 0.0309783 | val_loss: 0.0313075 | Time: 1782.06 ms [2022-03-23 22:04:33 main:574] : INFO : Epoch 1797 | loss: 0.0309824 | val_loss: 0.0313202 | Time: 1807.76 ms [2022-03-23 22:04:35 main:574] : INFO : Epoch 1798 | loss: 0.0309898 | val_loss: 0.0312938 | Time: 1842.76 ms [2022-03-23 22:04:37 main:574] : INFO : Epoch 1799 | loss: 0.0309945 | val_loss: 0.0313134 | Time: 1852.96 ms [2022-03-23 22:04:38 main:574] : INFO : Epoch 1800 | loss: 0.030983 | val_loss: 0.0312682 | Time: 1792.58 ms [2022-03-23 22:04:40 main:574] : INFO : Epoch 1801 | loss: 0.0309901 | val_loss: 0.0312802 | Time: 1801.78 ms [2022-03-23 22:04:42 main:574] : INFO : Epoch 1802 | loss: 0.0309843 | val_loss: 0.0313217 | Time: 1791.42 ms [2022-03-23 22:04:44 main:574] : INFO : Epoch 1803 | loss: 0.0309852 | val_loss: 0.0312993 | Time: 1818.22 ms [2022-03-23 22:04:46 main:574] : INFO : Epoch 1804 | loss: 0.0309792 | val_loss: 0.0313254 | Time: 1818.86 ms [2022-03-23 22:04:47 main:574] : INFO : Epoch 1805 | loss: 0.0309855 | val_loss: 0.0312821 | Time: 1819.9 ms [2022-03-23 22:04:49 main:574] : INFO : Epoch 1806 | loss: 0.0309819 | val_loss: 0.0313204 | Time: 1834.69 ms [2022-03-23 22:04:51 main:574] : INFO : Epoch 1807 | loss: 0.0309845 | val_loss: 0.0312963 | Time: 1838.76 ms [2022-03-23 22:04:53 main:574] : INFO : Epoch 1808 | loss: 0.0309832 | val_loss: 0.0313349 | Time: 1825.38 ms [2022-03-23 22:04:55 main:574] : INFO : Epoch 1809 | loss: 0.0309846 | val_loss: 0.0313026 | Time: 1795.29 ms [2022-03-23 22:04:57 main:574] : INFO : Epoch 1810 | loss: 0.0309854 | val_loss: 0.0312926 | Time: 1867.17 ms [2022-03-23 22:04:59 main:574] : INFO : Epoch 1811 | loss: 0.0309806 | val_loss: 0.0313243 | Time: 1800.67 ms [2022-03-23 22:05:00 main:574] : INFO : Epoch 1812 | loss: 0.0309851 | val_loss: 0.0312982 | Time: 1822.12 ms [2022-03-23 22:05:02 main:574] : INFO : Epoch 1813 | loss: 0.0310028 | val_loss: 0.0312685 | Time: 1803.1 ms [2022-03-23 22:05:04 main:574] : INFO : Epoch 1814 | loss: 0.0309936 | val_loss: 0.0313038 | Time: 1780.38 ms [2022-03-23 22:05:06 main:574] : INFO : Epoch 1815 | loss: 0.0309834 | val_loss: 0.031281 | Time: 1819.34 ms [2022-03-23 22:05:08 main:574] : INFO : Epoch 1816 | loss: 0.0309859 | val_loss: 0.0313187 | Time: 1843.62 ms [2022-03-23 22:05:09 main:574] : INFO : Epoch 1817 | loss: 0.0309879 | val_loss: 0.0312704 | Time: 1819.32 ms [2022-03-23 22:05:11 main:574] : INFO : Epoch 1818 | loss: 0.0309871 | val_loss: 0.0313029 | Time: 1826.44 ms [2022-03-23 22:05:13 main:574] : INFO : Epoch 1819 | loss: 0.0309939 | val_loss: 0.0312989 | Time: 1836.28 ms [2022-03-23 22:05:15 main:574] : INFO : Epoch 1820 | loss: 0.0309832 | val_loss: 0.0312614 | Time: 1827.85 ms [2022-03-23 22:05:17 main:574] : INFO : Epoch 1821 | loss: 0.0309946 | val_loss: 0.0313088 | Time: 1832.56 ms [2022-03-23 22:05:19 main:574] : INFO : Epoch 1822 | loss: 0.0309817 | val_loss: 0.0313042 | Time: 1813.88 ms [2022-03-23 22:05:20 main:574] : INFO : Epoch 1823 | loss: 0.0309862 | val_loss: 0.0312969 | Time: 1782.41 ms [2022-03-23 22:05:22 main:574] : INFO : Epoch 1824 | loss: 0.030993 | val_loss: 0.0313092 | Time: 1848.91 ms [2022-03-23 22:05:24 main:574] : INFO : Epoch 1825 | loss: 0.0309793 | val_loss: 0.0312969 | Time: 1812.53 ms [2022-03-23 22:05:26 main:574] : INFO : Epoch 1826 | loss: 0.0310177 | val_loss: 0.0312938 | Time: 1839.23 ms [2022-03-23 22:05:28 main:574] : INFO : Epoch 1827 | loss: 0.0310081 | val_loss: 0.0312978 | Time: 1848.37 ms [2022-03-23 22:05:30 main:574] : INFO : Epoch 1828 | loss: 0.0309881 | val_loss: 0.0312978 | Time: 1820.7 ms [2022-03-23 22:05:32 main:574] : INFO : Epoch 1829 | loss: 0.0309861 | val_loss: 0.0312823 | Time: 1792.35 ms [2022-03-23 22:05:33 main:574] : INFO : Epoch 1830 | loss: 0.0309826 | val_loss: 0.0313023 | Time: 1835.2 ms [2022-03-23 22:05:35 main:574] : INFO : Epoch 1831 | loss: 0.0309844 | val_loss: 0.0313178 | Time: 1844.18 ms [2022-03-23 22:05:37 main:574] : INFO : Epoch 1832 | loss: 0.0309822 | val_loss: 0.0313014 | Time: 1782.93 ms [2022-03-23 22:05:39 main:574] : INFO : Epoch 1833 | loss: 0.0309739 | val_loss: 0.0313013 | Time: 1880.47 ms [2022-03-23 22:05:41 main:574] : INFO : Epoch 1834 | loss: 0.0309733 | val_loss: 0.0313192 | Time: 1831.45 ms [2022-03-23 22:05:43 main:574] : INFO : Epoch 1835 | loss: 0.0309844 | val_loss: 0.0313181 | Time: 1859.93 ms [2022-03-23 22:05:44 main:574] : INFO : Epoch 1836 | loss: 0.0309976 | val_loss: 0.0312666 | Time: 1818.37 ms [2022-03-23 22:05:46 main:574] : INFO : Epoch 1837 | loss: 0.0310062 | val_loss: 0.03125 | Time: 1805.82 ms [2022-03-23 22:05:48 main:574] : INFO : Epoch 1838 | loss: 0.0310007 | val_loss: 0.0313012 | Time: 1811.72 ms [2022-03-23 22:05:50 main:574] : INFO : Epoch 1839 | loss: 0.0309841 | val_loss: 0.0313139 | Time: 1845.72 ms [2022-03-23 22:05:52 main:574] : INFO : Epoch 1840 | loss: 0.0309832 | val_loss: 0.031329 | Time: 1843.69 ms [2022-03-23 22:05:54 main:574] : INFO : Epoch 1841 | loss: 0.0309763 | val_loss: 0.0312998 | Time: 1823.26 ms [2022-03-23 22:05:56 main:574] : INFO : Epoch 1842 | loss: 0.0309898 | val_loss: 0.0313059 | Time: 1853.52 ms [2022-03-23 22:05:57 main:574] : INFO : Epoch 1843 | loss: 0.030983 | val_loss: 0.031324 | Time: 1855.08 ms [2022-03-23 22:05:59 main:574] : INFO : Epoch 1844 | loss: 0.030987 | val_loss: 0.0313255 | Time: 1810.03 ms [2022-03-23 22:06:01 main:574] : INFO : Epoch 1845 | loss: 0.0309983 | val_loss: 0.0313272 | Time: 1821.91 ms [2022-03-23 22:06:03 main:574] : INFO : Epoch 1846 | loss: 0.0309946 | val_loss: 0.0312848 | Time: 1806.67 ms [2022-03-23 22:06:05 main:574] : INFO : Epoch 1847 | loss: 0.0309904 | val_loss: 0.0313063 | Time: 1792.47 ms [2022-03-23 22:06:06 main:574] : INFO : Epoch 1848 | loss: 0.0309895 | val_loss: 0.0313248 | Time: 1795.01 ms [2022-03-23 22:06:08 main:574] : INFO : Epoch 1849 | loss: 0.0309895 | val_loss: 0.0312996 | Time: 1847.04 ms [2022-03-23 22:06:10 main:574] : INFO : Epoch 1850 | loss: 0.0309966 | val_loss: 0.0313069 | Time: 1820.26 ms [2022-03-23 22:06:12 main:574] : INFO : Epoch 1851 | loss: 0.0313133 | val_loss: 0.0314771 | Time: 1833.43 ms [2022-03-23 22:06:14 main:574] : INFO : Epoch 1852 | loss: 0.0318134 | val_loss: 0.0314416 | Time: 1801.65 ms [2022-03-23 22:06:16 main:574] : INFO : Epoch 1853 | loss: 0.0312576 | val_loss: 0.0312071 | Time: 1779.45 ms [2022-03-23 22:06:17 main:574] : INFO : Epoch 1854 | loss: 0.031134 | val_loss: 0.0312217 | Time: 1811.35 ms [2022-03-23 22:06:19 main:574] : INFO : Epoch 1855 | loss: 0.0310673 | val_loss: 0.0312461 | Time: 1807.62 ms [2022-03-23 22:06:21 main:574] : INFO : Epoch 1856 | loss: 0.0310305 | val_loss: 0.0312647 | Time: 1827.57 ms [2022-03-23 22:06:23 main:574] : INFO : Epoch 1857 | loss: 0.0310087 | val_loss: 0.0312819 | Time: 1807.96 ms [2022-03-23 22:06:25 main:574] : INFO : Epoch 1858 | loss: 0.0309946 | val_loss: 0.0312736 | Time: 1806.66 ms [2022-03-23 22:06:27 main:574] : INFO : Epoch 1859 | loss: 0.0309925 | val_loss: 0.0312989 | Time: 1840.79 ms [2022-03-23 22:06:28 main:574] : INFO : Epoch 1860 | loss: 0.0309943 | val_loss: 0.0313332 | Time: 1802.94 ms [2022-03-23 22:06:30 main:574] : INFO : Epoch 1861 | loss: 0.0309906 | val_loss: 0.0312984 | Time: 1794.45 ms [2022-03-23 22:06:32 main:574] : INFO : Epoch 1862 | loss: 0.0309913 | val_loss: 0.03126 | Time: 1811.44 ms [2022-03-23 22:06:34 main:574] : INFO : Epoch 1863 | loss: 0.0309884 | val_loss: 0.0313164 | Time: 1845.99 ms [2022-03-23 22:06:36 main:574] : INFO : Epoch 1864 | loss: 0.0309825 | val_loss: 0.0312859 | Time: 1838.83 ms [2022-03-23 22:06:38 main:574] : INFO : Epoch 1865 | loss: 0.0309946 | val_loss: 0.0312756 | Time: 1817.4 ms [2022-03-23 22:06:39 main:574] : INFO : Epoch 1866 | loss: 0.0309933 | val_loss: 0.0312883 | Time: 1846.18 ms [2022-03-23 22:06:41 main:574] : INFO : Epoch 1867 | loss: 0.0309831 | val_loss: 0.0312924 | Time: 1864.42 ms [2022-03-23 22:06:43 main:574] : INFO : Epoch 1868 | loss: 0.0309801 | val_loss: 0.0312927 | Time: 1793.25 ms [2022-03-23 22:06:45 main:574] : INFO : Epoch 1869 | loss: 0.0309842 | val_loss: 0.0313029 | Time: 1840.26 ms [2022-03-23 22:06:47 main:574] : INFO : Epoch 1870 | loss: 0.0309876 | val_loss: 0.0313189 | Time: 1819.66 ms [2022-03-23 22:06:49 main:574] : INFO : Epoch 1871 | loss: 0.0309843 | val_loss: 0.0312792 | Time: 1808.26 ms [2022-03-23 22:06:50 main:574] : INFO : Epoch 1872 | loss: 0.0309904 | val_loss: 0.0312934 | Time: 1779.52 ms [2022-03-23 22:06:52 main:574] : INFO : Epoch 1873 | loss: 0.0309838 | val_loss: 0.0312819 | Time: 1818.22 ms [2022-03-23 22:06:54 main:574] : INFO : Epoch 1874 | loss: 0.030987 | val_loss: 0.0313091 | Time: 1854.17 ms [2022-03-23 22:06:56 main:574] : INFO : Epoch 1875 | loss: 0.0309836 | val_loss: 0.03128 | Time: 1826.22 ms [2022-03-23 22:06:58 main:574] : INFO : Epoch 1876 | loss: 0.0310107 | val_loss: 0.0312975 | Time: 1807.06 ms [2022-03-23 22:07:00 main:574] : INFO : Epoch 1877 | loss: 0.0309928 | val_loss: 0.0313072 | Time: 1821.16 ms [2022-03-23 22:07:01 main:574] : INFO : Epoch 1878 | loss: 0.0309906 | val_loss: 0.0312892 | Time: 1817.92 ms [2022-03-23 22:07:03 main:574] : INFO : Epoch 1879 | loss: 0.0309888 | val_loss: 0.0312893 | Time: 1812.87 ms [2022-03-23 22:07:05 main:574] : INFO : Epoch 1880 | loss: 0.0309864 | val_loss: 0.0313112 | Time: 1812.47 ms [2022-03-23 22:07:07 main:574] : INFO : Epoch 1881 | loss: 0.030984 | val_loss: 0.0313052 | Time: 1776.13 ms [2022-03-23 22:07:09 main:574] : INFO : Epoch 1882 | loss: 0.0309785 | val_loss: 0.0313345 | Time: 1817.5 ms [2022-03-23 22:07:11 main:574] : INFO : Epoch 1883 | loss: 0.0309835 | val_loss: 0.0312791 | Time: 1808.5 ms [2022-03-23 22:07:12 main:574] : INFO : Epoch 1884 | loss: 0.0310061 | val_loss: 0.0312825 | Time: 1811.8 ms [2022-03-23 22:07:14 main:574] : INFO : Epoch 1885 | loss: 0.0309984 | val_loss: 0.0313211 | Time: 1818.56 ms [2022-03-23 22:07:16 main:574] : INFO : Epoch 1886 | loss: 0.0309888 | val_loss: 0.0312994 | Time: 1827.64 ms [2022-03-23 22:07:18 main:574] : INFO : Epoch 1887 | loss: 0.0309855 | val_loss: 0.0312835 | Time: 1814.08 ms [2022-03-23 22:07:20 main:574] : INFO : Epoch 1888 | loss: 0.0309813 | val_loss: 0.0312997 | Time: 1809.13 ms [2022-03-23 22:07:22 main:574] : INFO : Epoch 1889 | loss: 0.0309799 | val_loss: 0.0313037 | Time: 1831.72 ms [2022-03-23 22:07:23 main:574] : INFO : Epoch 1890 | loss: 0.0309948 | val_loss: 0.0312653 | Time: 1793.3 ms [2022-03-23 22:07:25 main:574] : INFO : Epoch 1891 | loss: 0.0309933 | val_loss: 0.0313273 | Time: 1796.9 ms [2022-03-23 22:07:27 main:574] : INFO : Epoch 1892 | loss: 0.0309804 | val_loss: 0.031305 | Time: 1763.68 ms [2022-03-23 22:07:29 main:574] : INFO : Epoch 1893 | loss: 0.0309806 | val_loss: 0.0313168 | Time: 1842.3 ms [2022-03-23 22:07:31 main:574] : INFO : Epoch 1894 | loss: 0.0309808 | val_loss: 0.0313114 | Time: 1811.42 ms [2022-03-23 22:07:32 main:574] : INFO : Epoch 1895 | loss: 0.0309761 | val_loss: 0.0313105 | Time: 1849.71 ms [2022-03-23 22:07:34 main:574] : INFO : Epoch 1896 | loss: 0.0309772 | val_loss: 0.0313088 | Time: 1826.69 ms [2022-03-23 22:07:36 main:574] : INFO : Epoch 1897 | loss: 0.0309727 | val_loss: 0.0313035 | Time: 1828.06 ms [2022-03-23 22:07:38 main:574] : INFO : Epoch 1898 | loss: 0.0309853 | val_loss: 0.0312669 | Time: 1798.23 ms [2022-03-23 22:07:40 main:574] : INFO : Epoch 1899 | loss: 0.0309963 | val_loss: 0.0313035 | Time: 1833.24 ms [2022-03-23 22:07:42 main:574] : INFO : Epoch 1900 | loss: 0.0309887 | val_loss: 0.0313086 | Time: 1810.82 ms [2022-03-23 22:07:43 main:574] : INFO : Epoch 1901 | loss: 0.0310354 | val_loss: 0.0312748 | Time: 1789.45 ms [2022-03-23 22:07:45 main:574] : INFO : Epoch 1902 | loss: 0.0310233 | val_loss: 0.031287 | Time: 1826.57 ms [2022-03-23 22:07:47 main:574] : INFO : Epoch 1903 | loss: 0.0309911 | val_loss: 0.0313264 | Time: 1876.08 ms [2022-03-23 22:07:49 main:574] : INFO : Epoch 1904 | loss: 0.0309804 | val_loss: 0.0312947 | Time: 1814.16 ms [2022-03-23 22:07:51 main:574] : INFO : Epoch 1905 | loss: 0.0309825 | val_loss: 0.0312776 | Time: 1820.14 ms [2022-03-23 22:07:53 main:574] : INFO : Epoch 1906 | loss: 0.030982 | val_loss: 0.0313013 | Time: 1804.74 ms [2022-03-23 22:07:54 main:574] : INFO : Epoch 1907 | loss: 0.0309785 | val_loss: 0.0312758 | Time: 1817.14 ms [2022-03-23 22:07:56 main:574] : INFO : Epoch 1908 | loss: 0.030985 | val_loss: 0.0312925 | Time: 1840.25 ms [2022-03-23 22:07:58 main:574] : INFO : Epoch 1909 | loss: 0.0309826 | val_loss: 0.031308 | Time: 1813.44 ms [2022-03-23 22:08:00 main:574] : INFO : Epoch 1910 | loss: 0.0309896 | val_loss: 0.0312922 | Time: 1808.25 ms [2022-03-23 22:08:02 main:574] : INFO : Epoch 1911 | loss: 0.0309969 | val_loss: 0.0313319 | Time: 1799.29 ms [2022-03-23 22:08:04 main:574] : INFO : Epoch 1912 | loss: 0.0309916 | val_loss: 0.0313099 | Time: 1851.6 ms [2022-03-23 22:08:05 main:574] : INFO : Epoch 1913 | loss: 0.0309872 | val_loss: 0.0313314 | Time: 1792.87 ms [2022-03-23 22:08:07 main:574] : INFO : Epoch 1914 | loss: 0.0309906 | val_loss: 0.0312933 | Time: 1836.59 ms [2022-03-23 22:08:09 main:574] : INFO : Epoch 1915 | loss: 0.0309876 | val_loss: 0.0313087 | Time: 1832.4 ms [2022-03-23 22:08:11 main:574] : INFO : Epoch 1916 | loss: 0.0309888 | val_loss: 0.0313027 | Time: 1833.95 ms [2022-03-23 22:08:13 main:574] : INFO : Epoch 1917 | loss: 0.0309813 | val_loss: 0.0313164 | Time: 1802.28 ms [2022-03-23 22:08:15 main:574] : INFO : Epoch 1918 | loss: 0.0309775 | val_loss: 0.0312773 | Time: 1833.33 ms [2022-03-23 22:08:16 main:574] : INFO : Epoch 1919 | loss: 0.0309962 | val_loss: 0.0312864 | Time: 1797.82 ms [2022-03-23 22:08:18 main:574] : INFO : Epoch 1920 | loss: 0.0309944 | val_loss: 0.0312946 | Time: 1813.14 ms [2022-03-23 22:08:20 main:574] : INFO : Epoch 1921 | loss: 0.0310027 | val_loss: 0.0312703 | Time: 1797.7 ms [2022-03-23 22:08:22 main:574] : INFO : Epoch 1922 | loss: 0.031011 | val_loss: 0.0312585 | Time: 1824.39 ms [2022-03-23 22:08:24 main:574] : INFO : Epoch 1923 | loss: 0.0309927 | val_loss: 0.0313087 | Time: 1774.83 ms [2022-03-23 22:08:26 main:574] : INFO : Epoch 1924 | loss: 0.0309877 | val_loss: 0.0312974 | Time: 1819.45 ms [2022-03-23 22:08:27 main:574] : INFO : Epoch 1925 | loss: 0.0309972 | val_loss: 0.0312808 | Time: 1815.54 ms [2022-03-23 22:08:29 main:574] : INFO : Epoch 1926 | loss: 0.0309842 | val_loss: 0.0312951 | Time: 1815.95 ms [2022-03-23 22:08:31 main:574] : INFO : Epoch 1927 | loss: 0.0309845 | val_loss: 0.031324 | Time: 1843.43 ms [2022-03-23 22:08:33 main:574] : INFO : Epoch 1928 | loss: 0.030982 | val_loss: 0.0312859 | Time: 1821 ms [2022-03-23 22:08:35 main:574] : INFO : Epoch 1929 | loss: 0.0309863 | val_loss: 0.0312988 | Time: 1833.95 ms [2022-03-23 22:08:37 main:574] : INFO : Epoch 1930 | loss: 0.0309887 | val_loss: 0.0313219 | Time: 1824.13 ms [2022-03-23 22:08:38 main:574] : INFO : Epoch 1931 | loss: 0.0309855 | val_loss: 0.031277 | Time: 1840.77 ms [2022-03-23 22:08:40 main:574] : INFO : Epoch 1932 | loss: 0.0309921 | val_loss: 0.0312763 | Time: 1821.54 ms [2022-03-23 22:08:42 main:574] : INFO : Epoch 1933 | loss: 0.030985 | val_loss: 0.0312893 | Time: 1792.77 ms [2022-03-23 22:08:44 main:574] : INFO : Epoch 1934 | loss: 0.0309796 | val_loss: 0.0312999 | Time: 1836.53 ms [2022-03-23 22:08:46 main:574] : INFO : Epoch 1935 | loss: 0.0309816 | val_loss: 0.0313076 | Time: 1825.36 ms [2022-03-23 22:08:48 main:574] : INFO : Epoch 1936 | loss: 0.0309826 | val_loss: 0.0313139 | Time: 1829.14 ms [2022-03-23 22:08:49 main:574] : INFO : Epoch 1937 | loss: 0.030984 | val_loss: 0.0312869 | Time: 1805.03 ms [2022-03-23 22:08:51 main:574] : INFO : Epoch 1938 | loss: 0.0309911 | val_loss: 0.0312953 | Time: 1847.54 ms [2022-03-23 22:08:53 main:574] : INFO : Epoch 1939 | loss: 0.0309938 | val_loss: 0.0313139 | Time: 1808.41 ms [2022-03-23 22:08:55 main:574] : INFO : Epoch 1940 | loss: 0.0309849 | val_loss: 0.0312999 | Time: 1830.62 ms [2022-03-23 22:08:57 main:574] : INFO : Epoch 1941 | loss: 0.0309924 | val_loss: 0.0312678 | Time: 1835.91 ms [2022-03-23 22:08:59 main:574] : INFO : Epoch 1942 | loss: 0.0309896 | val_loss: 0.0313006 | Time: 1799.32 ms [2022-03-23 22:09:00 main:574] : INFO : Epoch 1943 | loss: 0.0309862 | val_loss: 0.0312985 | Time: 1789.89 ms [2022-03-23 22:09:02 main:574] : INFO : Epoch 1944 | loss: 0.0309848 | val_loss: 0.0313098 | Time: 1773.44 ms [2022-03-23 22:09:04 main:574] : INFO : Epoch 1945 | loss: 0.0309815 | val_loss: 0.0313191 | Time: 1806.45 ms [2022-03-23 22:09:06 main:574] : INFO : Epoch 1946 | loss: 0.0309867 | val_loss: 0.0312512 | Time: 1798.02 ms [2022-03-23 22:09:08 main:574] : INFO : Epoch 1947 | loss: 0.0310071 | val_loss: 0.0312827 | Time: 1812 ms [2022-03-23 22:09:09 main:574] : INFO : Epoch 1948 | loss: 0.0309929 | val_loss: 0.03131 | Time: 1808.15 ms [2022-03-23 22:09:11 main:574] : INFO : Epoch 1949 | loss: 0.0309877 | val_loss: 0.0312958 | Time: 1807.6 ms [2022-03-23 22:09:13 main:574] : INFO : Epoch 1950 | loss: 0.030989 | val_loss: 0.0312901 | Time: 1862.93 ms [2022-03-23 22:09:15 main:574] : INFO : Epoch 1951 | loss: 0.0309914 | val_loss: 0.0312838 | Time: 1837.96 ms [2022-03-23 22:09:17 main:574] : INFO : Epoch 1952 | loss: 0.0309889 | val_loss: 0.0313208 | Time: 1797.36 ms [2022-03-23 22:09:19 main:574] : INFO : Epoch 1953 | loss: 0.0309863 | val_loss: 0.0312985 | Time: 1874.68 ms [2022-03-23 22:09:21 main:574] : INFO : Epoch 1954 | loss: 0.0309885 | val_loss: 0.0312981 | Time: 1851.2 ms [2022-03-23 22:09:22 main:574] : INFO : Epoch 1955 | loss: 0.0309881 | val_loss: 0.0313113 | Time: 1847.34 ms [2022-03-23 22:09:24 main:574] : INFO : Epoch 1956 | loss: 0.030986 | val_loss: 0.0313131 | Time: 1804.18 ms [2022-03-23 22:09:26 main:574] : INFO : Epoch 1957 | loss: 0.0310061 | val_loss: 0.0312835 | Time: 1808.41 ms [2022-03-23 22:09:28 main:574] : INFO : Epoch 1958 | loss: 0.0309867 | val_loss: 0.0313059 | Time: 1798.29 ms [2022-03-23 22:09:30 main:574] : INFO : Epoch 1959 | loss: 0.0309872 | val_loss: 0.0313023 | Time: 1811.39 ms [2022-03-23 22:09:32 main:574] : INFO : Epoch 1960 | loss: 0.0309852 | val_loss: 0.0313062 | Time: 1851.3 ms [2022-03-23 22:09:33 main:574] : INFO : Epoch 1961 | loss: 0.0309925 | val_loss: 0.0312887 | Time: 1786.15 ms [2022-03-23 22:09:35 main:574] : INFO : Epoch 1962 | loss: 0.0309978 | val_loss: 0.0312884 | Time: 1811.4 ms [2022-03-23 22:09:37 main:574] : INFO : Epoch 1963 | loss: 0.0310008 | val_loss: 0.0313039 | Time: 1851.01 ms [2022-03-23 22:09:39 main:574] : INFO : Epoch 1964 | loss: 0.0309857 | val_loss: 0.031312 | Time: 1805.89 ms [2022-03-23 22:09:41 main:574] : INFO : Epoch 1965 | loss: 0.0309815 | val_loss: 0.0313202 | Time: 1895.29 ms [2022-03-23 22:09:43 main:574] : INFO : Epoch 1966 | loss: 0.0309796 | val_loss: 0.0313192 | Time: 1824.21 ms [2022-03-23 22:09:44 main:574] : INFO : Epoch 1967 | loss: 0.0309878 | val_loss: 0.0313179 | Time: 1790.9 ms [2022-03-23 22:09:46 main:574] : INFO : Epoch 1968 | loss: 0.0309927 | val_loss: 0.0313145 | Time: 1827.67 ms [2022-03-23 22:09:48 main:574] : INFO : Epoch 1969 | loss: 0.030983 | val_loss: 0.0313246 | Time: 1807.52 ms [2022-03-23 22:09:50 main:574] : INFO : Epoch 1970 | loss: 0.0309812 | val_loss: 0.0312871 | Time: 1832.68 ms [2022-03-23 22:09:52 main:574] : INFO : Epoch 1971 | loss: 0.0309824 | val_loss: 0.0313263 | Time: 1796.27 ms [2022-03-23 22:09:54 main:574] : INFO : Epoch 1972 | loss: 0.030989 | val_loss: 0.0312844 | Time: 1809.53 ms [2022-03-23 22:09:55 main:574] : INFO : Epoch 1973 | loss: 0.0309812 | val_loss: 0.0313228 | Time: 1863.17 ms [2022-03-23 22:09:57 main:574] : INFO : Epoch 1974 | loss: 0.0309887 | val_loss: 0.0312918 | Time: 1832.27 ms [2022-03-23 22:09:59 main:574] : INFO : Epoch 1975 | loss: 0.0310221 | val_loss: 0.0312876 | Time: 1796.69 ms [2022-03-23 22:10:01 main:574] : INFO : Epoch 1976 | loss: 0.0310076 | val_loss: 0.0313078 | Time: 1832.2 ms [2022-03-23 22:10:03 main:574] : INFO : Epoch 1977 | loss: 0.0310002 | val_loss: 0.0313016 | Time: 1833.17 ms [2022-03-23 22:10:05 main:574] : INFO : Epoch 1978 | loss: 0.0309848 | val_loss: 0.0313012 | Time: 1833.97 ms [2022-03-23 22:10:06 main:574] : INFO : Epoch 1979 | loss: 0.0309832 | val_loss: 0.0312875 | Time: 1805.28 ms [2022-03-23 22:10:08 main:574] : INFO : Epoch 1980 | loss: 0.031002 | val_loss: 0.0312923 | Time: 1791.35 ms [2022-03-23 22:10:10 main:574] : INFO : Epoch 1981 | loss: 0.031006 | val_loss: 0.0312678 | Time: 1799.5 ms [2022-03-23 22:10:12 main:574] : INFO : Epoch 1982 | loss: 0.0309978 | val_loss: 0.0313105 | Time: 1798.84 ms [2022-03-23 22:10:14 main:574] : INFO : Epoch 1983 | loss: 0.0309839 | val_loss: 0.0313266 | Time: 1774.61 ms [2022-03-23 22:10:15 main:574] : INFO : Epoch 1984 | loss: 0.0309835 | val_loss: 0.0312868 | Time: 1790.38 ms [2022-03-23 22:10:17 main:574] : INFO : Epoch 1985 | loss: 0.0309848 | val_loss: 0.031286 | Time: 1810.54 ms [2022-03-23 22:10:19 main:574] : INFO : Epoch 1986 | loss: 0.0309897 | val_loss: 0.0313404 | Time: 1834.2 ms [2022-03-23 22:10:21 main:574] : INFO : Epoch 1987 | loss: 0.0310493 | val_loss: 0.0312179 | Time: 1814.56 ms [2022-03-23 22:10:23 main:574] : INFO : Epoch 1988 | loss: 0.0311149 | val_loss: 0.0312278 | Time: 1843.65 ms [2022-03-23 22:10:25 main:574] : INFO : Epoch 1989 | loss: 0.0310783 | val_loss: 0.0312488 | Time: 1854.95 ms [2022-03-23 22:10:26 main:574] : INFO : Epoch 1990 | loss: 0.0310324 | val_loss: 0.0312526 | Time: 1794.93 ms [2022-03-23 22:10:28 main:574] : INFO : Epoch 1991 | loss: 0.0310001 | val_loss: 0.0312926 | Time: 1821.15 ms [2022-03-23 22:10:30 main:574] : INFO : Epoch 1992 | loss: 0.0309996 | val_loss: 0.0313032 | Time: 1865.71 ms [2022-03-23 22:10:32 main:574] : INFO : Epoch 1993 | loss: 0.0309846 | val_loss: 0.0312826 | Time: 1803.41 ms [2022-03-23 22:10:34 main:574] : INFO : Epoch 1994 | loss: 0.0309822 | val_loss: 0.0313057 | Time: 1811.61 ms [2022-03-23 22:10:36 main:574] : INFO : Epoch 1995 | loss: 0.0309819 | val_loss: 0.0312946 | Time: 1802.3 ms [2022-03-23 22:10:37 main:574] : INFO : Epoch 1996 | loss: 0.0309829 | val_loss: 0.0313304 | Time: 1807.49 ms [2022-03-23 22:10:39 main:574] : INFO : Epoch 1997 | loss: 0.030982 | val_loss: 0.0312659 | Time: 1828.29 ms [2022-03-23 22:10:41 main:574] : INFO : Epoch 1998 | loss: 0.0309965 | val_loss: 0.0312983 | Time: 1835.26 ms [2022-03-23 22:10:43 main:574] : INFO : Epoch 1999 | loss: 0.0309828 | val_loss: 0.0313007 | Time: 1813.85 ms [2022-03-23 22:10:45 main:574] : INFO : Epoch 2000 | loss: 0.0309796 | val_loss: 0.0312883 | Time: 1803.74 ms [2022-03-23 22:10:47 main:574] : INFO : Epoch 2001 | loss: 0.0309804 | val_loss: 0.0312961 | Time: 1819.99 ms [2022-03-23 22:10:48 main:574] : INFO : Epoch 2002 | loss: 0.0309796 | val_loss: 0.031293 | Time: 1808 ms [2022-03-23 22:10:50 main:574] : INFO : Epoch 2003 | loss: 0.0309852 | val_loss: 0.0312881 | Time: 1836.29 ms [2022-03-23 22:10:52 main:574] : INFO : Epoch 2004 | loss: 0.0309977 | val_loss: 0.0313097 | Time: 1769.39 ms [2022-03-23 22:10:54 main:574] : INFO : Epoch 2005 | loss: 0.0309969 | val_loss: 0.0313008 | Time: 1833.76 ms [2022-03-23 22:10:56 main:574] : INFO : Epoch 2006 | loss: 0.0309909 | val_loss: 0.0313202 | Time: 1803.33 ms [2022-03-23 22:10:58 main:574] : INFO : Epoch 2007 | loss: 0.0309881 | val_loss: 0.0312808 | Time: 1760.74 ms [2022-03-23 22:10:59 main:574] : INFO : Epoch 2008 | loss: 0.0310003 | val_loss: 0.0312889 | Time: 1803.56 ms [2022-03-23 22:11:01 main:574] : INFO : Epoch 2009 | loss: 0.0309887 | val_loss: 0.0313231 | Time: 1834.48 ms [2022-03-23 22:11:03 main:574] : INFO : Epoch 2010 | loss: 0.0310087 | val_loss: 0.031256 | Time: 1796.35 ms [2022-03-23 22:11:05 main:574] : INFO : Epoch 2011 | loss: 0.0310277 | val_loss: 0.0312784 | Time: 1828.28 ms [2022-03-23 22:11:07 main:574] : INFO : Epoch 2012 | loss: 0.0310082 | val_loss: 0.031312 | Time: 1817.07 ms [2022-03-23 22:11:09 main:574] : INFO : Epoch 2013 | loss: 0.0309859 | val_loss: 0.031314 | Time: 1846.87 ms [2022-03-23 22:11:10 main:574] : INFO : Epoch 2014 | loss: 0.0309871 | val_loss: 0.031308 | Time: 1800.15 ms [2022-03-23 22:11:12 main:574] : INFO : Epoch 2015 | loss: 0.0309933 | val_loss: 0.0312676 | Time: 1850.76 ms [2022-03-23 22:11:14 main:574] : INFO : Epoch 2016 | loss: 0.0310036 | val_loss: 0.0312817 | Time: 1865.19 ms [2022-03-23 22:11:16 main:574] : INFO : Epoch 2017 | loss: 0.0309873 | val_loss: 0.0313098 | Time: 1822.97 ms [2022-03-23 22:11:18 main:574] : INFO : Epoch 2018 | loss: 0.030976 | val_loss: 0.0313091 | Time: 1837.88 ms [2022-03-23 22:11:20 main:574] : INFO : Epoch 2019 | loss: 0.030983 | val_loss: 0.0313265 | Time: 1809.41 ms [2022-03-23 22:11:21 main:574] : INFO : Epoch 2020 | loss: 0.0309836 | val_loss: 0.0313026 | Time: 1834.87 ms [2022-03-23 22:11:23 main:574] : INFO : Epoch 2021 | loss: 0.0309835 | val_loss: 0.0313035 | Time: 1832.21 ms [2022-03-23 22:11:25 main:574] : INFO : Epoch 2022 | loss: 0.0309823 | val_loss: 0.0313319 | Time: 1802.83 ms [2022-03-23 22:11:27 main:574] : INFO : Epoch 2023 | loss: 0.030978 | val_loss: 0.0312983 | Time: 1794.04 ms [2022-03-23 22:11:29 main:574] : INFO : Epoch 2024 | loss: 0.0309905 | val_loss: 0.0312885 | Time: 1841.88 ms [2022-03-23 22:11:31 main:574] : INFO : Epoch 2025 | loss: 0.0309961 | val_loss: 0.0312771 | Time: 1785.08 ms [2022-03-23 22:11:32 main:574] : INFO : Epoch 2026 | loss: 0.0309864 | val_loss: 0.0313155 | Time: 1823.98 ms [2022-03-23 22:11:34 main:574] : INFO : Epoch 2027 | loss: 0.0309866 | val_loss: 0.0313317 | Time: 1809.48 ms [2022-03-23 22:11:36 main:574] : INFO : Epoch 2028 | loss: 0.03099 | val_loss: 0.0313 | Time: 1802.16 ms [2022-03-23 22:11:38 main:574] : INFO : Epoch 2029 | loss: 0.0309851 | val_loss: 0.0313097 | Time: 1824.97 ms [2022-03-23 22:11:40 main:574] : INFO : Epoch 2030 | loss: 0.0309847 | val_loss: 0.0312828 | Time: 1829.17 ms [2022-03-23 22:11:42 main:574] : INFO : Epoch 2031 | loss: 0.0309942 | val_loss: 0.0312859 | Time: 1847.27 ms [2022-03-23 22:11:43 main:574] : INFO : Epoch 2032 | loss: 0.0309977 | val_loss: 0.0312693 | Time: 1773.14 ms [2022-03-23 22:11:45 main:574] : INFO : Epoch 2033 | loss: 0.0309908 | val_loss: 0.0312931 | Time: 1817.73 ms [2022-03-23 22:11:47 main:574] : INFO : Epoch 2034 | loss: 0.0309974 | val_loss: 0.0312759 | Time: 1843.43 ms [2022-03-23 22:11:49 main:574] : INFO : Epoch 2035 | loss: 0.0309899 | val_loss: 0.0313235 | Time: 1855.92 ms [2022-03-23 22:11:51 main:574] : INFO : Epoch 2036 | loss: 0.0309915 | val_loss: 0.031312 | Time: 1795.21 ms [2022-03-23 22:11:53 main:574] : INFO : Epoch 2037 | loss: 0.0309819 | val_loss: 0.0313241 | Time: 1829.71 ms [2022-03-23 22:11:54 main:574] : INFO : Epoch 2038 | loss: 0.0309813 | val_loss: 0.0312948 | Time: 1807.95 ms [2022-03-23 22:11:56 main:574] : INFO : Epoch 2039 | loss: 0.0309821 | val_loss: 0.0313215 | Time: 1787.41 ms [2022-03-23 22:11:58 main:574] : INFO : Epoch 2040 | loss: 0.0309857 | val_loss: 0.0312978 | Time: 1842.7 ms [2022-03-23 22:12:00 main:574] : INFO : Epoch 2041 | loss: 0.0309814 | val_loss: 0.0313236 | Time: 1836.89 ms [2022-03-23 22:12:02 main:574] : INFO : Epoch 2042 | loss: 0.0309962 | val_loss: 0.031321 | Time: 1839.17 ms [2022-03-23 22:12:04 main:574] : INFO : Epoch 2043 | loss: 0.0309918 | val_loss: 0.0312772 | Time: 1802.69 ms [2022-03-23 22:12:05 main:574] : INFO : Epoch 2044 | loss: 0.0309816 | val_loss: 0.0313171 | Time: 1809.41 ms [2022-03-23 22:12:07 main:574] : INFO : Epoch 2045 | loss: 0.0309768 | val_loss: 0.0313145 | Time: 1823.88 ms [2022-03-23 22:12:09 main:574] : INFO : Epoch 2046 | loss: 0.0309845 | val_loss: 0.0313746 | Time: 1788.38 ms [2022-03-23 22:12:11 main:574] : INFO : Epoch 2047 | loss: 0.0309939 | val_loss: 0.0312647 | Time: 1807.17 ms [2022-03-23 22:12:13 main:574] : INFO : Epoch 2048 | loss: 0.0309889 | val_loss: 0.0312624 | Time: 1792.25 ms [2022-03-23 22:12:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312624 [2022-03-23 22:12:13 main:603] : INFO : Saving end state to config to file [2022-03-23 22:12:13 main:608] : INFO : Success, exiting.. 22:12:13 (8148): 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)