Task 7368025
| Name | ParityModified-1631730108-14190-0_0 |
| Workunit | 5044129 |
| Created | 15 Sep 2021, 18:21:53 UTC |
| Sent | 16 Sep 2021, 13:19:39 UTC |
| Report deadline | 24 Sep 2021, 13:19:39 UTC |
| Received | 16 Sep 2021, 15:26:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 2 min 56 sec |
| CPU time | 1 hours 1 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.95 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>7.16.7</core_client_version> <![CDATA[ <stderr_txt> 10:05 main:574] : INFO : Epoch 1542 | loss: 0.0310601 | val_loss: 0.0312772 | Time: 1881.9 ms [2021-09-16 16:10:07 main:574] : INFO : Epoch 1543 | loss: 0.031049 | val_loss: 0.0312822 | Time: 1855.03 ms [2021-09-16 16:10:09 main:574] : INFO : Epoch 1544 | loss: 0.0310408 | val_loss: 0.0312976 | Time: 1831.99 ms [2021-09-16 16:10:11 main:574] : INFO : Epoch 1545 | loss: 0.0310292 | val_loss: 0.0312912 | Time: 1847.53 ms [2021-09-16 16:10:13 main:574] : INFO : Epoch 1546 | loss: 0.0310247 | val_loss: 0.0313044 | Time: 1825.39 ms [2021-09-16 16:10:14 main:574] : INFO : Epoch 1547 | loss: 0.0310199 | val_loss: 0.0312765 | Time: 1830.18 ms [2021-09-16 16:10:16 main:574] : INFO : Epoch 1548 | loss: 0.03101 | val_loss: 0.0313023 | Time: 1848.44 ms [2021-09-16 16:10:18 main:574] : INFO : Epoch 1549 | loss: 0.0310005 | val_loss: 0.0313112 | Time: 1816.72 ms [2021-09-16 16:10:20 main:574] : INFO : Epoch 1550 | loss: 0.0309966 | val_loss: 0.0313276 | Time: 1841.54 ms [2021-09-16 16:10:22 main:574] : INFO : Epoch 1551 | loss: 0.030992 | val_loss: 0.0313223 | Time: 1894.08 ms [2021-09-16 16:10:24 main:574] : INFO : Epoch 1552 | loss: 0.0309872 | val_loss: 0.0313576 | Time: 1810.79 ms [2021-09-16 16:10:25 main:574] : INFO : Epoch 1553 | loss: 0.0309851 | val_loss: 0.0313364 | Time: 1862.04 ms [2021-09-16 16:10:27 main:574] : INFO : Epoch 1554 | loss: 0.0309849 | val_loss: 0.0313554 | Time: 1935.3 ms [2021-09-16 16:10:29 main:574] : INFO : Epoch 1555 | loss: 0.0309809 | val_loss: 0.0313591 | Time: 1831.82 ms [2021-09-16 16:10:31 main:574] : INFO : Epoch 1556 | loss: 0.0309845 | val_loss: 0.0313425 | Time: 1819.07 ms [2021-09-16 16:10:33 main:574] : INFO : Epoch 1557 | loss: 0.0309816 | val_loss: 0.0313587 | Time: 1863.02 ms [2021-09-16 16:10:35 main:574] : INFO : Epoch 1558 | loss: 0.0309887 | val_loss: 0.0313268 | Time: 1857.57 ms [2021-09-16 16:10:37 main:574] : INFO : Epoch 1559 | loss: 0.0309858 | val_loss: 0.0313695 | Time: 1842.38 ms [2021-09-16 16:10:39 main:574] : INFO : Epoch 1560 | loss: 0.0309955 | val_loss: 0.0313582 | Time: 1853.16 ms [2021-09-16 16:10:40 main:574] : INFO : Epoch 1561 | loss: 0.031 | val_loss: 0.0313225 | Time: 1842.88 ms [2021-09-16 16:10:42 main:574] : INFO : Epoch 1562 | loss: 0.030996 | val_loss: 0.031335 | Time: 1859.4 ms [2021-09-16 16:10:44 main:574] : INFO : Epoch 1563 | loss: 0.0309908 | val_loss: 0.0313509 | Time: 1870.88 ms [2021-09-16 16:10:46 main:574] : INFO : Epoch 1564 | loss: 0.0309785 | val_loss: 0.0313579 | Time: 1821.53 ms [2021-09-16 16:10:48 main:574] : INFO : Epoch 1565 | loss: 0.0309919 | val_loss: 0.0313274 | Time: 1833.1 ms [2021-09-16 16:10:50 main:574] : INFO : Epoch 1566 | loss: 0.0309852 | val_loss: 0.0313742 | Time: 1889.33 ms [2021-09-16 16:10:51 main:574] : INFO : Epoch 1567 | loss: 0.0309787 | val_loss: 0.0313151 | Time: 1824.26 ms [2021-09-16 16:10:53 main:574] : INFO : Epoch 1568 | loss: 0.0309802 | val_loss: 0.0313391 | Time: 1932.48 ms [2021-09-16 16:10:55 main:574] : INFO : Epoch 1569 | loss: 0.0309853 | val_loss: 0.031361 | Time: 1835.86 ms [2021-09-16 16:10:57 main:574] : INFO : Epoch 1570 | loss: 0.0309796 | val_loss: 0.0313237 | Time: 1860.69 ms [2021-09-16 16:10:59 main:574] : INFO : Epoch 1571 | loss: 0.0309883 | val_loss: 0.0313785 | Time: 1858.83 ms [2021-09-16 16:11:01 main:574] : INFO : Epoch 1572 | loss: 0.0309926 | val_loss: 0.0313211 | Time: 1834.2 ms [2021-09-16 16:11:03 main:574] : INFO : Epoch 1573 | loss: 0.0309973 | val_loss: 0.0313577 | Time: 1841.06 ms [2021-09-16 16:11:05 main:574] : INFO : Epoch 1574 | loss: 0.0309855 | val_loss: 0.0313398 | Time: 1855.03 ms [2021-09-16 16:11:06 main:574] : INFO : Epoch 1575 | loss: 0.0309816 | val_loss: 0.0313533 | Time: 1865 ms [2021-09-16 16:11:08 main:574] : INFO : Epoch 1576 | loss: 0.0309766 | val_loss: 0.0313526 | Time: 1874.3 ms [2021-09-16 16:11:10 main:574] : INFO : Epoch 1577 | loss: 0.0309814 | val_loss: 0.0313719 | Time: 1843.51 ms [2021-09-16 16:11:12 main:574] : INFO : Epoch 1578 | loss: 0.030987 | val_loss: 0.0313765 | Time: 1856.93 ms [2021-09-16 16:11:14 main:574] : INFO : Epoch 1579 | loss: 0.030994 | val_loss: 0.0313259 | Time: 1824.41 ms [2021-09-16 16:11:16 main:574] : INFO : Epoch 1580 | loss: 0.0309902 | val_loss: 0.0313579 | Time: 1802.71 ms [2021-09-16 16:11:17 main:574] : INFO : Epoch 1581 | loss: 0.0309783 | val_loss: 0.0313298 | Time: 1840.13 ms [2021-09-16 16:11:19 main:574] : INFO : Epoch 1582 | loss: 0.0309769 | val_loss: 0.0313501 | Time: 1845.03 ms [2021-09-16 16:11:21 main:574] : INFO : Epoch 1583 | loss: 0.0309839 | val_loss: 0.0313389 | Time: 1817.34 ms [2021-09-16 16:11:23 main:574] : INFO : Epoch 1584 | loss: 0.0309909 | val_loss: 0.0313091 | Time: 1808.04 ms [2021-09-16 16:11:25 main:574] : INFO : Epoch 1585 | loss: 0.0309986 | val_loss: 0.0313333 | Time: 1845.25 ms [2021-09-16 16:11:27 main:574] : INFO : Epoch 1586 | loss: 0.0309841 | val_loss: 0.0313375 | Time: 1904.31 ms [2021-09-16 16:11:29 main:574] : INFO : Epoch 1587 | loss: 0.0309799 | val_loss: 0.0313733 | Time: 1840 ms [2021-09-16 16:11:30 main:574] : INFO : Epoch 1588 | loss: 0.0309822 | val_loss: 0.0313445 | Time: 1873.11 ms [2021-09-16 16:11:32 main:574] : INFO : Epoch 1589 | loss: 0.0309753 | val_loss: 0.0313449 | Time: 1851.1 ms [2021-09-16 16:11:34 main:574] : INFO : Epoch 1590 | loss: 0.0309773 | val_loss: 0.031386 | Time: 1855.86 ms [2021-09-16 16:11:36 main:574] : INFO : Epoch 1591 | loss: 0.0309776 | val_loss: 0.0313182 | Time: 1852.74 ms [2021-09-16 16:11:38 main:574] : INFO : Epoch 1592 | loss: 0.0309842 | val_loss: 0.031339 | Time: 1838.95 ms [2021-09-16 16:11:40 main:574] : INFO : Epoch 1593 | loss: 0.0309876 | val_loss: 0.0313454 | Time: 1837.88 ms [2021-09-16 16:11:42 main:574] : INFO : Epoch 1594 | loss: 0.030986 | val_loss: 0.0313219 | Time: 1830.08 ms [2021-09-16 16:11:43 main:574] : INFO : Epoch 1595 | loss: 0.0309915 | val_loss: 0.031352 | Time: 1907.14 ms [2021-09-16 16:11:45 main:574] : INFO : Epoch 1596 | loss: 0.0309881 | val_loss: 0.0313416 | Time: 1836.3 ms [2021-09-16 16:11:47 main:574] : INFO : Epoch 1597 | loss: 0.0309805 | val_loss: 0.0313443 | Time: 1829.87 ms [2021-09-16 16:11:49 main:574] : INFO : Epoch 1598 | loss: 0.0309751 | val_loss: 0.0313527 | Time: 1764.47 ms [2021-09-16 16:11:51 main:574] : INFO : Epoch 1599 | loss: 0.0309807 | val_loss: 0.0313766 | Time: 1822.17 ms [2021-09-16 16:11:53 main:574] : INFO : Epoch 1600 | loss: 0.030985 | val_loss: 0.0313346 | Time: 1842.8 ms [2021-09-16 16:11:54 main:574] : INFO : Epoch 1601 | loss: 0.0309846 | val_loss: 0.0313604 | Time: 1833.76 ms [2021-09-16 16:11:56 main:574] : INFO : Epoch 1602 | loss: 0.0309837 | val_loss: 0.0313316 | Time: 1836.51 ms [2021-09-16 16:11:58 main:574] : INFO : Epoch 1603 | loss: 0.0309942 | val_loss: 0.0313184 | Time: 1866.47 ms [2021-09-16 16:12:00 main:574] : INFO : Epoch 1604 | loss: 0.0309922 | val_loss: 0.031345 | Time: 1959.83 ms [2021-09-16 16:12:02 main:574] : INFO : Epoch 1605 | loss: 0.0309855 | val_loss: 0.0313749 | Time: 1828.66 ms [2021-09-16 16:12:04 main:574] : INFO : Epoch 1606 | loss: 0.0309779 | val_loss: 0.0313367 | Time: 1813.41 ms [2021-09-16 16:12:06 main:574] : INFO : Epoch 1607 | loss: 0.0309873 | val_loss: 0.0313212 | Time: 1822.73 ms [2021-09-16 16:12:07 main:574] : INFO : Epoch 1608 | loss: 0.03098 | val_loss: 0.0313958 | Time: 1851.81 ms [2021-09-16 16:12:09 main:574] : INFO : Epoch 1609 | loss: 0.0309765 | val_loss: 0.0313411 | Time: 1878.18 ms [2021-09-16 16:12:11 main:574] : INFO : Epoch 1610 | loss: 0.0309796 | val_loss: 0.0313342 | Time: 1861.85 ms [2021-09-16 16:12:13 main:574] : INFO : Epoch 1611 | loss: 0.0309891 | val_loss: 0.0313584 | Time: 1835.44 ms [2021-09-16 16:12:15 main:574] : INFO : Epoch 1612 | loss: 0.0309919 | val_loss: 0.0312989 | Time: 1825.92 ms [2021-09-16 16:12:17 main:574] : INFO : Epoch 1613 | loss: 0.0309831 | val_loss: 0.0313438 | Time: 1840.45 ms [2021-09-16 16:12:19 main:574] : INFO : Epoch 1614 | loss: 0.0309806 | val_loss: 0.0313553 | Time: 1865.8 ms [2021-09-16 16:12:20 main:574] : INFO : Epoch 1615 | loss: 0.0309958 | val_loss: 0.0313115 | Time: 1832.01 ms [2021-09-16 16:12:22 main:574] : INFO : Epoch 1616 | loss: 0.0309854 | val_loss: 0.0313673 | Time: 1847.13 ms [2021-09-16 16:12:24 main:574] : INFO : Epoch 1617 | loss: 0.0309728 | val_loss: 0.0313508 | Time: 1810.35 ms [2021-09-16 16:12:26 main:574] : INFO : Epoch 1618 | loss: 0.0309791 | val_loss: 0.0313695 | Time: 1775.58 ms [2021-09-16 16:12:28 main:574] : INFO : Epoch 1619 | loss: 0.0309841 | val_loss: 0.0313387 | Time: 1861.94 ms [2021-09-16 16:12:29 main:574] : INFO : Epoch 1620 | loss: 0.0309882 | val_loss: 0.0313135 | Time: 1746.94 ms [2021-09-16 16:12:31 main:574] : INFO : Epoch 1621 | loss: 0.0309866 | val_loss: 0.031329 | Time: 1766.06 ms [2021-09-16 16:12:33 main:574] : INFO : Epoch 1622 | loss: 0.0309792 | val_loss: 0.0313459 | Time: 1741.95 ms [2021-09-16 16:12:35 main:574] : INFO : Epoch 1623 | loss: 0.0309806 | val_loss: 0.0313556 | Time: 1776.45 ms [2021-09-16 16:12:36 main:574] : INFO : Epoch 1624 | loss: 0.0309877 | val_loss: 0.0313333 | Time: 1755.09 ms [2021-09-16 16:12:38 main:574] : INFO : Epoch 1625 | loss: 0.0309838 | val_loss: 0.0313597 | Time: 1761.9 ms [2021-09-16 16:12:40 main:574] : INFO : Epoch 1626 | loss: 0.030999 | val_loss: 0.0313461 | Time: 1856.77 ms [2021-09-16 16:12:42 main:574] : INFO : Epoch 1627 | loss: 0.0309973 | val_loss: 0.0313054 | Time: 1741.54 ms [2021-09-16 16:12:44 main:574] : INFO : Epoch 1628 | loss: 0.0309896 | val_loss: 0.031372 | Time: 1758.64 ms [2021-09-16 16:12:45 main:574] : INFO : Epoch 1629 | loss: 0.0309849 | val_loss: 0.0313575 | Time: 1793.39 ms [2021-09-16 16:12:47 main:574] : INFO : Epoch 1630 | loss: 0.0309824 | val_loss: 0.0313415 | Time: 1766.34 ms [2021-09-16 16:12:49 main:574] : INFO : Epoch 1631 | loss: 0.0309821 | val_loss: 0.0313516 | Time: 1860.92 ms [2021-09-16 16:12:51 main:574] : INFO : Epoch 1632 | loss: 0.0309792 | val_loss: 0.0313666 | Time: 1762.44 ms [2021-09-16 16:12:53 main:574] : INFO : Epoch 1633 | loss: 0.0309779 | val_loss: 0.031383 | Time: 1816.92 ms [2021-09-16 16:12:55 main:574] : INFO : Epoch 1634 | loss: 0.0309705 | val_loss: 0.0313816 | Time: 1823.24 ms [2021-09-16 16:12:56 main:574] : INFO : Epoch 1635 | loss: 0.0309801 | val_loss: 0.0313752 | Time: 1791.42 ms [2021-09-16 16:12:58 main:574] : INFO : Epoch 1636 | loss: 0.0309869 | val_loss: 0.0313463 | Time: 1752.04 ms [2021-09-16 16:13:00 main:574] : INFO : Epoch 1637 | loss: 0.0309775 | val_loss: 0.0313767 | Time: 1775.23 ms [2021-09-16 16:13:02 main:574] : INFO : Epoch 1638 | loss: 0.0309802 | val_loss: 0.0313087 | Time: 1815.01 ms [2021-09-16 16:13:04 main:574] : INFO : Epoch 1639 | loss: 0.0309877 | val_loss: 0.0313483 | Time: 1814.99 ms [2021-09-16 16:13:05 main:574] : INFO : Epoch 1640 | loss: 0.030994 | val_loss: 0.031348 | Time: 1771.22 ms [2021-09-16 16:13:07 main:574] : INFO : Epoch 1641 | loss: 0.0309857 | val_loss: 0.0313399 | Time: 1974.04 ms [2021-09-16 16:13:09 main:574] : INFO : Epoch 1642 | loss: 0.0309803 | val_loss: 0.0313669 | Time: 1800.38 ms [2021-09-16 16:13:11 main:574] : INFO : Epoch 1643 | loss: 0.0309779 | val_loss: 0.0313406 | Time: 1867.08 ms [2021-09-16 16:13:13 main:574] : INFO : Epoch 1644 | loss: 0.0309849 | val_loss: 0.0313291 | Time: 1787.87 ms [2021-09-16 16:13:15 main:574] : INFO : Epoch 1645 | loss: 0.0309916 | val_loss: 0.0313248 | Time: 1783.53 ms [2021-09-16 16:13:16 main:574] : INFO : Epoch 1646 | loss: 0.0309953 | val_loss: 0.0313358 | Time: 1799.52 ms [2021-09-16 16:13:18 main:574] : INFO : Epoch 1647 | loss: 0.0309833 | val_loss: 0.0313442 | Time: 1776.59 ms [2021-09-16 16:13:20 main:574] : INFO : Epoch 1648 | loss: 0.0309812 | val_loss: 0.0313341 | Time: 1825.51 ms [2021-09-16 16:13:22 main:574] : INFO : Epoch 1649 | loss: 0.0309817 | val_loss: 0.0313511 | Time: 1780.63 ms [2021-09-16 16:13:23 main:574] : INFO : Epoch 1650 | loss: 0.0309811 | val_loss: 0.0313138 | Time: 1773.78 ms [2021-09-16 16:13:25 main:574] : INFO : Epoch 1651 | loss: 0.0309809 | val_loss: 0.0313505 | Time: 1776.25 ms [2021-09-16 16:13:27 main:574] : INFO : Epoch 1652 | loss: 0.0309798 | val_loss: 0.0313424 | Time: 1864.12 ms [2021-09-16 16:13:29 main:574] : INFO : Epoch 1653 | loss: 0.0309777 | val_loss: 0.0313615 | Time: 1819.48 ms [2021-09-16 16:13:31 main:574] : INFO : Epoch 1654 | loss: 0.0309806 | val_loss: 0.0313706 | Time: 1787.46 ms [2021-09-16 16:13:33 main:574] : INFO : Epoch 1655 | loss: 0.0309892 | val_loss: 0.0313518 | Time: 1823.79 ms [2021-09-16 16:13:34 main:574] : INFO : Epoch 1656 | loss: 0.0309853 | val_loss: 0.0313407 | Time: 1778.28 ms [2021-09-16 16:13:36 main:574] : INFO : Epoch 1657 | loss: 0.0309801 | val_loss: 0.0314021 | Time: 1892.41 ms [2021-09-16 16:13:38 main:574] : INFO : Epoch 1658 | loss: 0.0309881 | val_loss: 0.0313249 | Time: 1829.87 ms [2021-09-16 16:13:40 main:574] : INFO : Epoch 1659 | loss: 0.0309865 | val_loss: 0.0313464 | Time: 1781.33 ms [2021-09-16 16:13:42 main:574] : INFO : Epoch 1660 | loss: 0.0309963 | val_loss: 0.0312925 | Time: 1838.65 ms [2021-09-16 16:13:44 main:574] : INFO : Epoch 1661 | loss: 0.0309902 | val_loss: 0.0313407 | Time: 1921.13 ms [2021-09-16 16:13:45 main:574] : INFO : Epoch 1662 | loss: 0.0309804 | val_loss: 0.0313626 | Time: 1758.51 ms [2021-09-16 16:13:47 main:574] : INFO : Epoch 1663 | loss: 0.0309795 | val_loss: 0.0313553 | Time: 1761.69 ms [2021-09-16 16:13:49 main:574] : INFO : Epoch 1664 | loss: 0.0309835 | val_loss: 0.0313309 | Time: 1836.99 ms [2021-09-16 16:13:51 main:574] : INFO : Epoch 1665 | loss: 0.0309884 | val_loss: 0.0313194 | Time: 1787.88 ms [2021-09-16 16:13:53 main:574] : INFO : Epoch 1666 | loss: 0.0309858 | val_loss: 0.0313367 | Time: 1777.93 ms [2021-09-16 16:13:54 main:574] : INFO : Epoch 1667 | loss: 0.0309832 | val_loss: 0.0313508 | Time: 1776.76 ms [2021-09-16 16:13:56 main:574] : INFO : Epoch 1668 | loss: 0.0309892 | val_loss: 0.0313535 | Time: 2000.42 ms [2021-09-16 16:13:58 main:574] : INFO : Epoch 1669 | loss: 0.0309809 | val_loss: 0.031346 | Time: 1786.98 ms [2021-09-16 16:14:00 main:574] : INFO : Epoch 1670 | loss: 0.0309767 | val_loss: 0.0313359 | Time: 1806.34 ms [2021-09-16 16:14:02 main:574] : INFO : Epoch 1671 | loss: 0.0309811 | val_loss: 0.0313345 | Time: 1779.91 ms [2021-09-16 16:14:04 main:574] : INFO : Epoch 1672 | loss: 0.0309819 | val_loss: 0.0313716 | Time: 1753.39 ms [2021-09-16 16:14:05 main:574] : INFO : Epoch 1673 | loss: 0.0309797 | val_loss: 0.0313767 | Time: 1869.99 ms [2021-09-16 16:14:07 main:574] : INFO : Epoch 1674 | loss: 0.0309788 | val_loss: 0.0313545 | Time: 1768.7 ms [2021-09-16 16:14:09 main:574] : INFO : Epoch 1675 | loss: 0.0309862 | val_loss: 0.031307 | Time: 1820.08 ms [2021-09-16 16:14:11 main:574] : INFO : Epoch 1676 | loss: 0.0309763 | val_loss: 0.0313593 | Time: 1800.03 ms [2021-09-16 16:14:13 main:574] : INFO : Epoch 1677 | loss: 0.0309814 | val_loss: 0.031325 | Time: 1875.34 ms [2021-09-16 16:14:14 main:574] : INFO : Epoch 1678 | loss: 0.0309925 | val_loss: 0.0313526 | Time: 1759.16 ms [2021-09-16 16:14:16 main:574] : INFO : Epoch 1679 | loss: 0.0309834 | val_loss: 0.0313889 | Time: 1779.33 ms [2021-09-16 16:14:18 main:574] : INFO : Epoch 1680 | loss: 0.0309835 | val_loss: 0.031337 | Time: 1750.53 ms [2021-09-16 16:14:20 main:574] : INFO : Epoch 1681 | loss: 0.0309844 | val_loss: 0.0313477 | Time: 1776.73 ms [2021-09-16 16:14:22 main:574] : INFO : Epoch 1682 | loss: 0.0309846 | val_loss: 0.0313262 | Time: 1735.45 ms [2021-09-16 16:14:23 main:574] : INFO : Epoch 1683 | loss: 0.0309807 | val_loss: 0.0313481 | Time: 1816.51 ms [2021-09-16 16:14:25 main:574] : INFO : Epoch 1684 | loss: 0.030989 | val_loss: 0.0313434 | Time: 1859.5 ms [2021-09-16 16:14:27 main:574] : INFO : Epoch 1685 | loss: 0.0309885 | val_loss: 0.0313312 | Time: 1892.9 ms [2021-09-16 16:14:29 main:574] : INFO : Epoch 1686 | loss: 0.0309921 | val_loss: 0.0313491 | Time: 1767.03 ms [2021-09-16 16:14:31 main:574] : INFO : Epoch 1687 | loss: 0.03099 | val_loss: 0.0313484 | Time: 1738.23 ms [2021-09-16 16:14:32 main:574] : INFO : Epoch 1688 | loss: 0.0309798 | val_loss: 0.0314002 | Time: 1840.37 ms [2021-09-16 16:14:34 main:574] : INFO : Epoch 1689 | loss: 0.0309841 | val_loss: 0.0313257 | Time: 1803.79 ms [2021-09-16 16:14:36 main:574] : INFO : Epoch 1690 | loss: 0.0309862 | val_loss: 0.0313358 | Time: 1861.88 ms [2021-09-16 16:14:38 main:574] : INFO : Epoch 1691 | loss: 0.0309821 | val_loss: 0.0313579 | Time: 1830.56 ms [2021-09-16 16:14:40 main:574] : INFO : Epoch 1692 | loss: 0.0309767 | val_loss: 0.0313552 | Time: 1803.14 ms [2021-09-16 16:14:42 main:574] : INFO : Epoch 1693 | loss: 0.0309827 | val_loss: 0.0313508 | Time: 1751.11 ms [2021-09-16 16:14:43 main:574] : INFO : Epoch 1694 | loss: 0.0309767 | val_loss: 0.0313291 | Time: 1746.64 ms [2021-09-16 16:14:45 main:574] : INFO : Epoch 1695 | loss: 0.030982 | val_loss: 0.0313514 | Time: 1781.81 ms [2021-09-16 16:14:47 main:574] : INFO : Epoch 1696 | loss: 0.0309853 | val_loss: 0.0313482 | Time: 1807 ms [2021-09-16 16:14:49 main:574] : INFO : Epoch 1697 | loss: 0.0309917 | val_loss: 0.0313709 | Time: 1862.86 ms [2021-09-16 16:14:51 main:574] : INFO : Epoch 1698 | loss: 0.0309792 | val_loss: 0.0313428 | Time: 1961.66 ms [2021-09-16 16:14:53 main:574] : INFO : Epoch 1699 | loss: 0.0309757 | val_loss: 0.0313193 | Time: 1771.86 ms [2021-09-16 16:14:54 main:574] : INFO : Epoch 1700 | loss: 0.0309834 | val_loss: 0.0313326 | Time: 1828.62 ms [2021-09-16 16:14:56 main:574] : INFO : Epoch 1701 | loss: 0.0309772 | val_loss: 0.0313469 | Time: 1787.28 ms [2021-09-16 16:14:58 main:574] : INFO : Epoch 1702 | loss: 0.030974 | val_loss: 0.0313444 | Time: 1811.17 ms [2021-09-16 16:15:00 main:574] : INFO : Epoch 1703 | loss: 0.0309786 | val_loss: 0.0313791 | Time: 1852.81 ms [2021-09-16 16:15:02 main:574] : INFO : Epoch 1704 | loss: 0.0309749 | val_loss: 0.0313296 | Time: 1744.19 ms [2021-09-16 16:15:03 main:574] : INFO : Epoch 1705 | loss: 0.0309837 | val_loss: 0.0313757 | Time: 1804.11 ms [2021-09-16 16:15:05 main:574] : INFO : Epoch 1706 | loss: 0.0309839 | val_loss: 0.0313278 | Time: 1745.52 ms [2021-09-16 16:15:07 main:574] : INFO : Epoch 1707 | loss: 0.0309803 | val_loss: 0.0313778 | Time: 1917.64 ms [2021-09-16 16:15:09 main:574] : INFO : Epoch 1708 | loss: 0.0309854 | val_loss: 0.0313406 | Time: 2048.06 ms [2021-09-16 16:15:11 main:574] : INFO : Epoch 1709 | loss: 0.0309833 | val_loss: 0.0313668 | Time: 1820.52 ms [2021-09-16 16:15:13 main:574] : INFO : Epoch 1710 | loss: 0.0309773 | val_loss: 0.0313864 | Time: 1874.03 ms [2021-09-16 16:15:15 main:574] : INFO : Epoch 1711 | loss: 0.0309812 | val_loss: 0.0313164 | Time: 1799.6 ms [2021-09-16 16:15:16 main:574] : INFO : Epoch 1712 | loss: 0.0309921 | val_loss: 0.031332 | Time: 1742.76 ms [2021-09-16 16:15:18 main:574] : INFO : Epoch 1713 | loss: 0.0309813 | val_loss: 0.0313442 | Time: 1813.45 ms [2021-09-16 16:15:20 main:574] : INFO : Epoch 1714 | loss: 0.0309835 | val_loss: 0.0313251 | Time: 1830.65 ms [2021-09-16 16:15:22 main:574] : INFO : Epoch 1715 | loss: 0.0309825 | val_loss: 0.0313552 | Time: 1792.45 ms [2021-09-16 16:15:24 main:574] : INFO : Epoch 1716 | loss: 0.0309843 | val_loss: 0.0313319 | Time: 1807.58 ms [2021-09-16 16:15:26 main:574] : INFO : Epoch 1717 | loss: 0.0309836 | val_loss: 0.0313384 | Time: 1900.6 ms [2021-09-16 16:15:27 main:574] : INFO : Epoch 1718 | loss: 0.0309788 | val_loss: 0.0313315 | Time: 1760.14 ms [2021-09-16 16:15:29 main:574] : INFO : Epoch 1719 | loss: 0.0309839 | val_loss: 0.0313557 | Time: 1806.53 ms [2021-09-16 16:15:31 main:574] : INFO : Epoch 1720 | loss: 0.0309746 | val_loss: 0.0313592 | Time: 1822.62 ms [2021-09-16 16:15:33 main:574] : INFO : Epoch 1721 | loss: 0.0309823 | val_loss: 0.031346 | Time: 1775.34 ms [2021-09-16 16:15:35 main:574] : INFO : Epoch 1722 | loss: 0.0309953 | val_loss: 0.0313262 | Time: 1884.13 ms [2021-09-16 16:15:37 main:574] : INFO : Epoch 1723 | loss: 0.0309914 | val_loss: 0.0313517 | Time: 1925.5 ms [2021-09-16 16:15:38 main:574] : INFO : Epoch 1724 | loss: 0.0309822 | val_loss: 0.0313602 | Time: 1742.09 ms [2021-09-16 16:15:40 main:574] : INFO : Epoch 1725 | loss: 0.0309774 | val_loss: 0.0313928 | Time: 1834.61 ms [2021-09-16 16:15:42 main:574] : INFO : Epoch 1726 | loss: 0.0309929 | val_loss: 0.0313197 | Time: 1778.53 ms [2021-09-16 16:15:44 main:574] : INFO : Epoch 1727 | loss: 0.0309824 | val_loss: 0.031368 | Time: 1766.13 ms [2021-09-16 16:15:45 main:574] : INFO : Epoch 1728 | loss: 0.0309801 | val_loss: 0.0313632 | Time: 1804.78 ms [2021-09-16 16:15:47 main:574] : INFO : Epoch 1729 | loss: 0.0309847 | val_loss: 0.0313297 | Time: 1746.08 ms [2021-09-16 16:15:49 main:574] : INFO : Epoch 1730 | loss: 0.0309881 | val_loss: 0.0313195 | Time: 1775.69 ms [2021-09-16 16:15:51 main:574] : INFO : Epoch 1731 | loss: 0.030986 | val_loss: 0.0313511 | Time: 1771.81 ms [2021-09-16 16:15:53 main:574] : INFO : Epoch 1732 | loss: 0.0309892 | val_loss: 0.0313355 | Time: 1794.38 ms [2021-09-16 16:15:54 main:574] : INFO : Epoch 1733 | loss: 0.0309847 | val_loss: 0.0313446 | Time: 1871.32 ms [2021-09-16 16:15:56 main:574] : INFO : Epoch 1734 | loss: 0.0309788 | val_loss: 0.0313649 | Time: 1844.97 ms [2021-09-16 16:15:58 main:574] : INFO : Epoch 1735 | loss: 0.0309854 | val_loss: 0.0313279 | Time: 1826.41 ms [2021-09-16 16:16:00 main:574] : INFO : Epoch 1736 | loss: 0.0309866 | val_loss: 0.0313089 | Time: 1766.65 ms [2021-09-16 16:16:02 main:574] : INFO : Epoch 1737 | loss: 0.0309852 | val_loss: 0.0313693 | Time: 1860.67 ms [2021-09-16 16:16:04 main:574] : INFO : Epoch 1738 | loss: 0.0309831 | val_loss: 0.0313055 | Time: 1788.6 ms [2021-09-16 16:16:05 main:574] : INFO : Epoch 1739 | loss: 0.0309813 | val_loss: 0.0313382 | Time: 1796.09 ms [2021-09-16 16:16:07 main:574] : INFO : Epoch 1740 | loss: 0.0309812 | val_loss: 0.0313222 | Time: 1806.53 ms [2021-09-16 16:16:09 main:574] : INFO : Epoch 1741 | loss: 0.0309768 | val_loss: 0.0313703 | Time: 1857.92 ms [2021-09-16 16:16:11 main:574] : INFO : Epoch 1742 | loss: 0.0309752 | val_loss: 0.031362 | Time: 1771.3 ms [2021-09-16 16:16:13 main:574] : INFO : Epoch 1743 | loss: 0.0309764 | val_loss: 0.0313421 | Time: 1842.82 ms [2021-09-16 16:16:14 main:574] : INFO : Epoch 1744 | loss: 0.0309854 | val_loss: 0.031339 | Time: 1794.19 ms [2021-09-16 16:16:16 main:574] : INFO : Epoch 1745 | loss: 0.0309986 | val_loss: 0.0313383 | Time: 1780.53 ms [2021-09-16 16:16:18 main:574] : INFO : Epoch 1746 | loss: 0.030991 | val_loss: 0.0313309 | Time: 1764.04 ms [2021-09-16 16:16:20 main:574] : INFO : Epoch 1747 | loss: 0.0309877 | val_loss: 0.0312988 | Time: 1831.51 ms [2021-09-16 16:16:22 main:574] : INFO : Epoch 1748 | loss: 0.0309841 | val_loss: 0.0313341 | Time: 1761.25 ms [2021-09-16 16:16:23 main:574] : INFO : Epoch 1749 | loss: 0.0309873 | val_loss: 0.0314196 | Time: 1762.62 ms [2021-09-16 16:16:25 main:574] : INFO : Epoch 1750 | loss: 0.0309893 | val_loss: 0.0313228 | Time: 1810.33 ms [2021-09-16 16:16:27 main:574] : INFO : Epoch 1751 | loss: 0.0309843 | val_loss: 0.0313196 | Time: 1744.49 ms [2021-09-16 16:16:29 main:574] : INFO : Epoch 1752 | loss: 0.0309919 | val_loss: 0.0313514 | Time: 1837.51 ms [2021-09-16 16:16:31 main:574] : INFO : Epoch 1753 | loss: 0.0309842 | val_loss: 0.0313049 | Time: 1813.75 ms [2021-09-16 16:16:32 main:574] : INFO : Epoch 1754 | loss: 0.0309885 | val_loss: 0.0313354 | Time: 1778.25 ms [2021-09-16 16:16:34 main:574] : INFO : Epoch 1755 | loss: 0.030981 | val_loss: 0.0313683 | Time: 1888.55 ms [2021-09-16 16:16:36 main:574] : INFO : Epoch 1756 | loss: 0.0309779 | val_loss: 0.0313154 | Time: 1851.87 ms [2021-09-16 16:16:38 main:574] : INFO : Epoch 1757 | loss: 0.0309864 | val_loss: 0.0313531 | Time: 1751.43 ms [2021-09-16 16:16:40 main:574] : INFO : Epoch 1758 | loss: 0.0309879 | val_loss: 0.0313683 | Time: 1810.44 ms [2021-09-16 16:16:42 main:574] : INFO : Epoch 1759 | loss: 0.0309825 | val_loss: 0.0313415 | Time: 1813.45 ms [2021-09-16 16:16:43 main:574] : INFO : Epoch 1760 | loss: 0.0309767 | val_loss: 0.0313872 | Time: 1751.14 ms [2021-09-16 16:16:45 main:574] : INFO : Epoch 1761 | loss: 0.0309797 | val_loss: 0.0313662 | Time: 1848.54 ms [2021-09-16 16:16:47 main:574] : INFO : Epoch 1762 | loss: 0.0309764 | val_loss: 0.0313532 | Time: 1808.12 ms [2021-09-16 16:16:49 main:574] : INFO : Epoch 1763 | loss: 0.0309733 | val_loss: 0.0313575 | Time: 1788.96 ms [2021-09-16 16:16:51 main:574] : INFO : Epoch 1764 | loss: 0.0309796 | val_loss: 0.0313763 | Time: 1965.03 ms [2021-09-16 16:16:52 main:574] : INFO : Epoch 1765 | loss: 0.0309847 | val_loss: 0.0313379 | Time: 1750.9 ms [2021-09-16 16:16:54 main:574] : INFO : Epoch 1766 | loss: 0.0309877 | val_loss: 0.0313223 | Time: 1827.14 ms [2021-09-16 16:16:56 main:574] : INFO : Epoch 1767 | loss: 0.0309793 | val_loss: 0.031353 | Time: 1746.2 ms [2021-09-16 16:16:58 main:574] : INFO : Epoch 1768 | loss: 0.0309841 | val_loss: 0.0313192 | Time: 1859.36 ms [2021-09-16 16:17:00 main:574] : INFO : Epoch 1769 | loss: 0.0309877 | val_loss: 0.0313296 | Time: 1785.41 ms [2021-09-16 16:17:01 main:574] : INFO : Epoch 1770 | loss: 0.0309833 | val_loss: 0.0313621 | Time: 1719.34 ms [2021-09-16 16:17:03 main:574] : INFO : Epoch 1771 | loss: 0.0309747 | val_loss: 0.0313267 | Time: 1756.53 ms [2021-09-16 16:17:05 main:574] : INFO : Epoch 1772 | loss: 0.0309723 | val_loss: 0.0313631 | Time: 1741.17 ms [2021-09-16 16:17:07 main:574] : INFO : Epoch 1773 | loss: 0.030975 | val_loss: 0.031352 | Time: 1715.43 ms [2021-09-16 16:17:08 main:574] : INFO : Epoch 1774 | loss: 0.0309794 | val_loss: 0.0313042 | Time: 1738.35 ms [2021-09-16 16:17:10 main:574] : INFO : Epoch 1775 | loss: 0.0309796 | val_loss: 0.0313845 | Time: 1813.42 ms [2021-09-16 16:17:12 main:574] : INFO : Epoch 1776 | loss: 0.0309807 | val_loss: 0.031314 | Time: 1828.6 ms [2021-09-16 16:17:14 main:574] : INFO : Epoch 1777 | loss: 0.0309862 | val_loss: 0.0313656 | Time: 1741.27 ms [2021-09-16 16:17:16 main:574] : INFO : Epoch 1778 | loss: 0.0309773 | val_loss: 0.0313717 | Time: 1789.62 ms [2021-09-16 16:17:17 main:574] : INFO : Epoch 1779 | loss: 0.0309754 | val_loss: 0.0313507 | Time: 1733.3 ms [2021-09-16 16:17:19 main:574] : INFO : Epoch 1780 | loss: 0.0309821 | val_loss: 0.0313216 | Time: 1749.8 ms [2021-09-16 16:17:21 main:574] : INFO : Epoch 1781 | loss: 0.030985 | val_loss: 0.0313734 | Time: 1762.39 ms [2021-09-16 16:17:23 main:574] : INFO : Epoch 1782 | loss: 0.0309776 | val_loss: 0.0313474 | Time: 1743.5 ms [2021-09-16 16:17:24 main:574] : INFO : Epoch 1783 | loss: 0.0309741 | val_loss: 0.0313371 | Time: 1746.9 ms [2021-09-16 16:17:26 main:574] : INFO : Epoch 1784 | loss: 0.0309788 | val_loss: 0.03135 | Time: 1734.17 ms [2021-09-16 16:17:28 main:574] : INFO : Epoch 1785 | loss: 0.0309825 | val_loss: 0.0313654 | Time: 1753.86 ms [2021-09-16 16:17:30 main:574] : INFO : Epoch 1786 | loss: 0.0309827 | val_loss: 0.0313725 | Time: 1745.6 ms [2021-09-16 16:17:31 main:574] : INFO : Epoch 1787 | loss: 0.0309764 | val_loss: 0.0313088 | Time: 1767.1 ms [2021-09-16 16:17:33 main:574] : INFO : Epoch 1788 | loss: 0.0309755 | val_loss: 0.0313785 | Time: 1766.65 ms [2021-09-16 16:17:35 main:574] : INFO : Epoch 1789 | loss: 0.0309716 | val_loss: 0.0313392 | Time: 1804.47 ms [2021-09-16 16:17:37 main:574] : INFO : Epoch 1790 | loss: 0.0309856 | val_loss: 0.0313364 | Time: 1807.93 ms [2021-09-16 16:17:38 main:574] : INFO : Epoch 1791 | loss: 0.0309864 | val_loss: 0.031333 | Time: 1737.62 ms [2021-09-16 16:17:40 main:574] : INFO : Epoch 1792 | loss: 0.0309826 | val_loss: 0.0313403 | Time: 1748.49 ms [2021-09-16 16:17:42 main:574] : INFO : Epoch 1793 | loss: 0.0309817 | val_loss: 0.0313661 | Time: 1776.74 ms [2021-09-16 16:17:44 main:574] : INFO : Epoch 1794 | loss: 0.0309786 | val_loss: 0.0313451 | Time: 1759.75 ms [2021-09-16 16:17:46 main:574] : INFO : Epoch 1795 | loss: 0.0309838 | val_loss: 0.0313593 | Time: 1784.29 ms [2021-09-16 16:17:47 main:574] : INFO : Epoch 1796 | loss: 0.0309867 | val_loss: 0.0313637 | Time: 1749 ms [2021-09-16 16:17:49 main:574] : INFO : Epoch 1797 | loss: 0.0309774 | val_loss: 0.0313606 | Time: 1756.57 ms [2021-09-16 16:17:51 main:574] : INFO : Epoch 1798 | loss: 0.0309792 | val_loss: 0.0313784 | Time: 1729.62 ms [2021-09-16 16:17:52 main:574] : INFO : Epoch 1799 | loss: 0.0309779 | val_loss: 0.031368 | Time: 1730.61 ms [2021-09-16 16:17:54 main:574] : INFO : Epoch 1800 | loss: 0.0309927 | val_loss: 0.0313387 | Time: 1742.51 ms [2021-09-16 16:17:56 main:574] : INFO : Epoch 1801 | loss: 0.0309863 | val_loss: 0.031326 | Time: 1751.32 ms [2021-09-16 16:17:58 main:574] : INFO : Epoch 1802 | loss: 0.0309839 | val_loss: 0.0313478 | Time: 1759.26 ms [2021-09-16 16:18:00 main:574] : INFO : Epoch 1803 | loss: 0.030979 | val_loss: 0.0313527 | Time: 1853.11 ms [2021-09-16 16:18:02 main:574] : INFO : Epoch 1804 | loss: 0.0309844 | val_loss: 0.0313314 | Time: 2170.17 ms [2021-09-16 16:18:04 main:574] : INFO : Epoch 1805 | loss: 0.0309879 | val_loss: 0.031342 | Time: 2152.67 ms [2021-09-16 16:18:06 main:574] : INFO : Epoch 1806 | loss: 0.0309915 | val_loss: 0.0312972 | Time: 1823.05 ms [2021-09-16 16:18:08 main:574] : INFO : Epoch 1807 | loss: 0.0310085 | val_loss: 0.0312957 | Time: 1855.77 ms [2021-09-16 16:18:10 main:574] : INFO : Epoch 1808 | loss: 0.031 | val_loss: 0.0313184 | Time: 1865.85 ms [2021-09-16 16:18:12 main:574] : INFO : Epoch 1809 | loss: 0.0309845 | val_loss: 0.0313382 | Time: 1877.06 ms [2021-09-16 16:18:14 main:574] : INFO : Epoch 1810 | loss: 0.0309781 | val_loss: 0.0313422 | Time: 1846.35 ms [2021-09-16 16:18:15 main:574] : INFO : Epoch 1811 | loss: 0.0309877 | val_loss: 0.0312992 | Time: 1868.19 ms [2021-09-16 16:18:17 main:574] : INFO : Epoch 1812 | loss: 0.030999 | val_loss: 0.0313692 | Time: 1824.33 ms [2021-09-16 16:18:19 main:574] : INFO : Epoch 1813 | loss: 0.0309854 | val_loss: 0.0313101 | Time: 1794.21 ms [2021-09-16 16:18:21 main:574] : INFO : Epoch 1814 | loss: 0.0309891 | val_loss: 0.0313264 | Time: 1823.31 ms [2021-09-16 16:18:23 main:574] : INFO : Epoch 1815 | loss: 0.0309798 | val_loss: 0.0313476 | Time: 1860.83 ms [2021-09-16 16:18:25 main:574] : INFO : Epoch 1816 | loss: 0.0309783 | val_loss: 0.0313366 | Time: 1837.63 ms [2021-09-16 16:18:26 main:574] : INFO : Epoch 1817 | loss: 0.03097 | val_loss: 0.0313436 | Time: 1857.49 ms [2021-09-16 16:18:28 main:574] : INFO : Epoch 1818 | loss: 0.0309713 | val_loss: 0.0313554 | Time: 1842.07 ms [2021-09-16 16:18:30 main:574] : INFO : Epoch 1819 | loss: 0.0309777 | val_loss: 0.0313483 | Time: 1855.57 ms [2021-09-16 16:18:32 main:574] : INFO : Epoch 1820 | loss: 0.0309739 | val_loss: 0.0313521 | Time: 1832.64 ms [2021-09-16 16:18:34 main:574] : INFO : Epoch 1821 | loss: 0.0309841 | val_loss: 0.0313264 | Time: 1840.84 ms [2021-09-16 16:18:36 main:574] : INFO : Epoch 1822 | loss: 0.0309823 | val_loss: 0.0313622 | Time: 1855.95 ms [2021-09-16 16:18:38 main:574] : INFO : Epoch 1823 | loss: 0.030984 | val_loss: 0.0313896 | Time: 1877.54 ms [2021-09-16 16:18:39 main:574] : INFO : Epoch 1824 | loss: 0.030976 | val_loss: 0.0313449 | Time: 1806.31 ms [2021-09-16 16:18:41 main:574] : INFO : Epoch 1825 | loss: 0.0309783 | val_loss: 0.0313687 | Time: 1810.97 ms [2021-09-16 16:18:43 main:574] : INFO : Epoch 1826 | loss: 0.0309733 | val_loss: 0.031355 | Time: 1893.39 ms [2021-09-16 16:18:45 main:574] : INFO : Epoch 1827 | loss: 0.0309821 | val_loss: 0.0313458 | Time: 1914.36 ms [2021-09-16 16:18:47 main:574] : INFO : Epoch 1828 | loss: 0.0309781 | val_loss: 0.031363 | Time: 1838.86 ms [2021-09-16 16:18:49 main:574] : INFO : Epoch 1829 | loss: 0.0309961 | val_loss: 0.0313261 | Time: 1832.56 ms [2021-09-16 16:18:50 main:574] : INFO : Epoch 1830 | loss: 0.0309961 | val_loss: 0.0313366 | Time: 1817.21 ms [2021-09-16 16:18:52 main:574] : INFO : Epoch 1831 | loss: 0.03098 | val_loss: 0.031353 | Time: 1884.02 ms [2021-09-16 16:18:54 main:574] : INFO : Epoch 1832 | loss: 0.0309787 | val_loss: 0.0313375 | Time: 1813.19 ms [2021-09-16 16:18:56 main:574] : INFO : Epoch 1833 | loss: 0.0309945 | val_loss: 0.0313166 | Time: 1826.85 ms [2021-09-16 16:18:58 main:574] : INFO : Epoch 1834 | loss: 0.0309861 | val_loss: 0.0313264 | Time: 1851.15 ms [2021-09-16 16:19:00 main:574] : INFO : Epoch 1835 | loss: 0.0309839 | val_loss: 0.031366 | Time: 1840.21 ms [2021-09-16 16:19:02 main:574] : INFO : Epoch 1836 | loss: 0.0309867 | val_loss: 0.0313573 | Time: 1831.34 ms [2021-09-16 16:19:03 main:574] : INFO : Epoch 1837 | loss: 0.0309774 | val_loss: 0.0313628 | Time: 1843.25 ms [2021-09-16 16:19:05 main:574] : INFO : Epoch 1838 | loss: 0.0309804 | val_loss: 0.0313366 | Time: 1888.75 ms [2021-09-16 16:19:07 main:574] : INFO : Epoch 1839 | loss: 0.030983 | val_loss: 0.0313568 | Time: 1832.43 ms [2021-09-16 16:19:09 main:574] : INFO : Epoch 1840 | loss: 0.0309892 | val_loss: 0.0313601 | Time: 1847.36 ms [2021-09-16 16:19:11 main:574] : INFO : Epoch 1841 | loss: 0.0309797 | val_loss: 0.0313546 | Time: 1840.4 ms [2021-09-16 16:19:13 main:574] : INFO : Epoch 1842 | loss: 0.0309752 | val_loss: 0.0313084 | Time: 1879.28 ms [2021-09-16 16:19:15 main:574] : INFO : Epoch 1843 | loss: 0.0309868 | val_loss: 0.0313184 | Time: 1885.05 ms [2021-09-16 16:19:16 main:574] : INFO : Epoch 1844 | loss: 0.0309823 | val_loss: 0.0313653 | Time: 1854.53 ms [2021-09-16 16:19:18 main:574] : INFO : Epoch 1845 | loss: 0.0309832 | val_loss: 0.0313258 | Time: 1830.84 ms [2021-09-16 16:19:20 main:574] : INFO : Epoch 1846 | loss: 0.0309858 | val_loss: 0.0313359 | Time: 1818.24 ms [2021-09-16 16:19:22 main:574] : INFO : Epoch 1847 | loss: 0.0309902 | val_loss: 0.0313129 | Time: 1825.63 ms [2021-09-16 16:19:24 main:574] : INFO : Epoch 1848 | loss: 0.0309895 | val_loss: 0.0313539 | Time: 1827.67 ms [2021-09-16 16:19:26 main:574] : INFO : Epoch 1849 | loss: 0.0309799 | val_loss: 0.0313616 | Time: 1830.35 ms [2021-09-16 16:19:27 main:574] : INFO : Epoch 1850 | loss: 0.0309763 | val_loss: 0.0313642 | Time: 1841.88 ms [2021-09-16 16:19:29 main:574] : INFO : Epoch 1851 | loss: 0.030977 | val_loss: 0.0313304 | Time: 1841.2 ms [2021-09-16 16:19:31 main:574] : INFO : Epoch 1852 | loss: 0.0309838 | val_loss: 0.0313103 | Time: 1891.24 ms [2021-09-16 16:19:33 main:574] : INFO : Epoch 1853 | loss: 0.0309774 | val_loss: 0.0313442 | Time: 1840.09 ms [2021-09-16 16:19:35 main:574] : INFO : Epoch 1854 | loss: 0.030985 | val_loss: 0.031357 | Time: 1800.48 ms [2021-09-16 16:19:37 main:574] : INFO : Epoch 1855 | loss: 0.0309816 | val_loss: 0.0313089 | Time: 1819.86 ms [2021-09-16 16:19:39 main:574] : INFO : Epoch 1856 | loss: 0.0309806 | val_loss: 0.0313856 | Time: 1937.52 ms [2021-09-16 16:19:40 main:574] : INFO : Epoch 1857 | loss: 0.030986 | val_loss: 0.0313364 | Time: 1829.64 ms [2021-09-16 16:19:42 main:574] : INFO : Epoch 1858 | loss: 0.0309792 | val_loss: 0.0313373 | Time: 1846.91 ms [2021-09-16 16:19:44 main:574] : INFO : Epoch 1859 | loss: 0.0309748 | val_loss: 0.0313731 | Time: 1842.47 ms [2021-09-16 16:19:46 main:574] : INFO : Epoch 1860 | loss: 0.0309791 | val_loss: 0.0313564 | Time: 1837.18 ms [2021-09-16 16:19:48 main:574] : INFO : Epoch 1861 | loss: 0.0309814 | val_loss: 0.0313203 | Time: 1885.92 ms [2021-09-16 16:19:50 main:574] : INFO : Epoch 1862 | loss: 0.0309864 | val_loss: 0.0313818 | Time: 1852.2 ms [2021-09-16 16:19:52 main:574] : INFO : Epoch 1863 | loss: 0.0309847 | val_loss: 0.0313198 | Time: 1916.66 ms [2021-09-16 16:19:53 main:574] : INFO : Epoch 1864 | loss: 0.0309873 | val_loss: 0.0313278 | Time: 1864.19 ms [2021-09-16 16:19:55 main:574] : INFO : Epoch 1865 | loss: 0.0309853 | val_loss: 0.0313851 | Time: 1854.7 ms [2021-09-16 16:19:57 main:574] : INFO : Epoch 1866 | loss: 0.0309879 | val_loss: 0.0313396 | Time: 1849.82 ms [2021-09-16 16:19:59 main:574] : INFO : Epoch 1867 | loss: 0.0309866 | val_loss: 0.0313398 | Time: 1845.02 ms [2021-09-16 16:20:01 main:574] : INFO : Epoch 1868 | loss: 0.0309801 | val_loss: 0.0313466 | Time: 1829.99 ms [2021-09-16 16:20:03 main:574] : INFO : Epoch 1869 | loss: 0.0309874 | val_loss: 0.0313178 | Time: 1841.97 ms [2021-09-16 16:20:05 main:574] : INFO : Epoch 1870 | loss: 0.0309837 | val_loss: 0.0313498 | Time: 1866.7 ms [2021-09-16 16:20:06 main:574] : INFO : Epoch 1871 | loss: 0.0309755 | val_loss: 0.0313221 | Time: 1837.67 ms [2021-09-16 16:20:08 main:574] : INFO : Epoch 1872 | loss: 0.0309808 | val_loss: 0.031394 | Time: 1834.19 ms [2021-09-16 16:20:10 main:574] : INFO : Epoch 1873 | loss: 0.0309784 | val_loss: 0.0313832 | Time: 1820.21 ms [2021-09-16 16:20:12 main:574] : INFO : Epoch 1874 | loss: 0.030981 | val_loss: 0.0313041 | Time: 1858.31 ms [2021-09-16 16:20:14 main:574] : INFO : Epoch 1875 | loss: 0.0309897 | val_loss: 0.0313618 | Time: 1846.58 ms [2021-09-16 16:20:16 main:574] : INFO : Epoch 1876 | loss: 0.0309841 | val_loss: 0.0313291 | Time: 1844.04 ms [2021-09-16 16:20:18 main:574] : INFO : Epoch 1877 | loss: 0.0309833 | val_loss: 0.0313342 | Time: 1864.37 ms [2021-09-16 16:20:19 main:574] : INFO : Epoch 1878 | loss: 0.0309733 | val_loss: 0.0313316 | Time: 1798.12 ms [2021-09-16 16:20:21 main:574] : INFO : Epoch 1879 | loss: 0.0309764 | val_loss: 0.0313528 | Time: 1850.26 ms [2021-09-16 16:20:23 main:574] : INFO : Epoch 1880 | loss: 0.0309813 | val_loss: 0.0313366 | Time: 1801.21 ms [2021-09-16 16:20:25 main:574] : INFO : Epoch 1881 | loss: 0.0309824 | val_loss: 0.0313141 | Time: 1837.5 ms [2021-09-16 16:20:27 main:574] : INFO : Epoch 1882 | loss: 0.0309937 | val_loss: 0.0313631 | Time: 1842.31 ms [2021-09-16 16:20:29 main:574] : INFO : Epoch 1883 | loss: 0.0309944 | val_loss: 0.0313029 | Time: 1850.15 ms [2021-09-16 16:20:30 main:574] : INFO : Epoch 1884 | loss: 0.0309913 | val_loss: 0.0313938 | Time: 1857.14 ms [2021-09-16 16:20:32 main:574] : INFO : Epoch 1885 | loss: 0.0309788 | val_loss: 0.0313815 | Time: 1827.48 ms [2021-09-16 16:20:34 main:574] : INFO : Epoch 1886 | loss: 0.0309732 | val_loss: 0.0313572 | Time: 1847.65 ms [2021-09-16 16:20:36 main:574] : INFO : Epoch 1887 | loss: 0.0309678 | val_loss: 0.0313899 | Time: 1831.65 ms [2021-09-16 16:20:38 main:574] : INFO : Epoch 1888 | loss: 0.0309815 | val_loss: 0.0313516 | Time: 1843.92 ms [2021-09-16 16:20:40 main:574] : INFO : Epoch 1889 | loss: 0.0309799 | val_loss: 0.0313533 | Time: 1909.64 ms [2021-09-16 16:20:42 main:574] : INFO : Epoch 1890 | loss: 0.0309824 | val_loss: 0.0313208 | Time: 1861.73 ms [2021-09-16 16:20:43 main:574] : INFO : Epoch 1891 | loss: 0.0309801 | val_loss: 0.0313611 | Time: 1843.51 ms [2021-09-16 16:20:45 main:574] : INFO : Epoch 1892 | loss: 0.0309874 | val_loss: 0.0313306 | Time: 1884.58 ms [2021-09-16 16:20:47 main:574] : INFO : Epoch 1893 | loss: 0.0309963 | val_loss: 0.0313386 | Time: 1830.49 ms [2021-09-16 16:20:49 main:574] : INFO : Epoch 1894 | loss: 0.0309789 | val_loss: 0.0313792 | Time: 1904.2 ms [2021-09-16 16:20:51 main:574] : INFO : Epoch 1895 | loss: 0.0309835 | val_loss: 0.0313269 | Time: 1849.75 ms [2021-09-16 16:20:53 main:574] : INFO : Epoch 1896 | loss: 0.0309787 | val_loss: 0.0313227 | Time: 1837.87 ms [2021-09-16 16:20:55 main:574] : INFO : Epoch 1897 | loss: 0.0309823 | val_loss: 0.0313377 | Time: 1831.07 ms [2021-09-16 16:20:56 main:574] : INFO : Epoch 1898 | loss: 0.030984 | val_loss: 0.0313513 | Time: 1877.94 ms [2021-09-16 16:20:58 main:574] : INFO : Epoch 1899 | loss: 0.0309876 | val_loss: 0.0313645 | Time: 1838.55 ms [2021-09-16 16:21:00 main:574] : INFO : Epoch 1900 | loss: 0.030987 | val_loss: 0.0313453 | Time: 1829.33 ms [2021-09-16 16:21:02 main:574] : INFO : Epoch 1901 | loss: 0.0309801 | val_loss: 0.0313477 | Time: 1883.11 ms [2021-09-16 16:21:04 main:574] : INFO : Epoch 1902 | loss: 0.0309844 | val_loss: 0.0313365 | Time: 1818.81 ms [2021-09-16 16:21:06 main:574] : INFO : Epoch 1903 | loss: 0.0309899 | val_loss: 0.0314045 | Time: 1825.48 ms [2021-09-16 16:21:07 main:574] : INFO : Epoch 1904 | loss: 0.030988 | val_loss: 0.0313527 | Time: 1870.58 ms [2021-09-16 16:21:09 main:574] : INFO : Epoch 1905 | loss: 0.0309827 | val_loss: 0.0312937 | Time: 1913.8 ms [2021-09-16 16:21:11 main:574] : INFO : Epoch 1906 | loss: 0.030982 | val_loss: 0.0313797 | Time: 1836.48 ms [2021-09-16 16:21:13 main:574] : INFO : Epoch 1907 | loss: 0.0309773 | val_loss: 0.0313485 | Time: 1846.75 ms [2021-09-16 16:21:15 main:574] : INFO : Epoch 1908 | loss: 0.030986 | val_loss: 0.031321 | Time: 1869.82 ms [2021-09-16 16:21:17 main:574] : INFO : Epoch 1909 | loss: 0.0309849 | val_loss: 0.0313638 | Time: 1878.86 ms [2021-09-16 16:21:19 main:574] : INFO : Epoch 1910 | loss: 0.0309847 | val_loss: 0.0313684 | Time: 1852.52 ms [2021-09-16 16:21:21 main:574] : INFO : Epoch 1911 | loss: 0.03098 | val_loss: 0.0313381 | Time: 1833.81 ms [2021-09-16 16:21:22 main:574] : INFO : Epoch 1912 | loss: 0.0309774 | val_loss: 0.0313337 | Time: 1855.48 ms [2021-09-16 16:21:24 main:574] : INFO : Epoch 1913 | loss: 0.030982 | val_loss: 0.031363 | Time: 1844 ms [2021-09-16 16:21:26 main:574] : INFO : Epoch 1914 | loss: 0.0309891 | val_loss: 0.0313822 | Time: 1839.18 ms [2021-09-16 16:21:28 main:574] : INFO : Epoch 1915 | loss: 0.0309874 | val_loss: 0.0312788 | Time: 1863.23 ms [2021-09-16 16:21:30 main:574] : INFO : Epoch 1916 | loss: 0.0309871 | val_loss: 0.0313297 | Time: 1860.11 ms [2021-09-16 16:21:32 main:574] : INFO : Epoch 1917 | loss: 0.030985 | val_loss: 0.0313662 | Time: 1802.56 ms [2021-09-16 16:21:34 main:574] : INFO : Epoch 1918 | loss: 0.0309812 | val_loss: 0.0313369 | Time: 1889.35 ms [2021-09-16 16:21:35 main:574] : INFO : Epoch 1919 | loss: 0.0309788 | val_loss: 0.0313008 | Time: 1846.89 ms [2021-09-16 16:21:37 main:574] : INFO : Epoch 1920 | loss: 0.0309849 | val_loss: 0.0313276 | Time: 1868.4 ms [2021-09-16 16:21:39 main:574] : INFO : Epoch 1921 | loss: 0.0309822 | val_loss: 0.0313476 | Time: 1849.99 ms [2021-09-16 16:21:41 main:574] : INFO : Epoch 1922 | loss: 0.0309894 | val_loss: 0.0313255 | Time: 1862.02 ms [2021-09-16 16:21:43 main:574] : INFO : Epoch 1923 | loss: 0.0309779 | val_loss: 0.0313221 | Time: 1883.08 ms [2021-09-16 16:21:45 main:574] : INFO : Epoch 1924 | loss: 0.0309825 | val_loss: 0.0313584 | Time: 1848.39 ms [2021-09-16 16:21:47 main:574] : INFO : Epoch 1925 | loss: 0.0309744 | val_loss: 0.0313613 | Time: 1859.13 ms [2021-09-16 16:21:48 main:574] : INFO : Epoch 1926 | loss: 0.0309851 | val_loss: 0.0313798 | Time: 1848.22 ms [2021-09-16 16:21:50 main:574] : INFO : Epoch 1927 | loss: 0.0309935 | val_loss: 0.0313016 | Time: 1897.94 ms [2021-09-16 16:21:52 main:574] : INFO : Epoch 1928 | loss: 0.030985 | val_loss: 0.0313219 | Time: 1865.41 ms [2021-09-16 16:21:54 main:574] : INFO : Epoch 1929 | loss: 0.0309893 | val_loss: 0.0313452 | Time: 1824.7 ms [2021-09-16 16:21:56 main:574] : INFO : Epoch 1930 | loss: 0.0310021 | val_loss: 0.0312802 | Time: 1847.82 ms [2021-09-16 16:21:58 main:574] : INFO : Epoch 1931 | loss: 0.0310255 | val_loss: 0.031288 | Time: 1860.68 ms [2021-09-16 16:22:00 main:574] : INFO : Epoch 1932 | loss: 0.0309945 | val_loss: 0.0313589 | Time: 1876.28 ms [2021-09-16 16:22:01 main:574] : INFO : Epoch 1933 | loss: 0.0309863 | val_loss: 0.0313385 | Time: 1855.33 ms [2021-09-16 16:22:03 main:574] : INFO : Epoch 1934 | loss: 0.0309827 | val_loss: 0.0313615 | Time: 1876.47 ms [2021-09-16 16:22:05 main:574] : INFO : Epoch 1935 | loss: 0.0309821 | val_loss: 0.0313687 | Time: 1945.34 ms [2021-09-16 16:22:07 main:574] : INFO : Epoch 1936 | loss: 0.0309993 | val_loss: 0.0313002 | Time: 1865.45 ms [2021-09-16 16:22:09 main:574] : INFO : Epoch 1937 | loss: 0.0309853 | val_loss: 0.0313351 | Time: 1842.57 ms [2021-09-16 16:22:11 main:574] : INFO : Epoch 1938 | loss: 0.0309802 | val_loss: 0.0313431 | Time: 1849.13 ms [2021-09-16 16:22:13 main:574] : INFO : Epoch 1939 | loss: 0.030974 | val_loss: 0.0313593 | Time: 1895.45 ms [2021-09-16 16:22:15 main:574] : INFO : Epoch 1940 | loss: 0.0309831 | val_loss: 0.0313314 | Time: 1889.68 ms [2021-09-16 16:22:17 main:574] : INFO : Epoch 1941 | loss: 0.0309937 | val_loss: 0.031347 | Time: 1874.98 ms [2021-09-16 16:22:18 main:574] : INFO : Epoch 1942 | loss: 0.0309801 | val_loss: 0.0313541 | Time: 1806.02 ms [2021-09-16 16:22:20 main:574] : INFO : Epoch 1943 | loss: 0.0309902 | val_loss: 0.0313122 | Time: 1835.13 ms [2021-09-16 16:22:22 main:574] : INFO : Epoch 1944 | loss: 0.0309802 | val_loss: 0.0313437 | Time: 1874.48 ms [2021-09-16 16:22:24 main:574] : INFO : Epoch 1945 | loss: 0.0309814 | val_loss: 0.0313717 | Time: 1843.18 ms [2021-09-16 16:22:26 main:574] : INFO : Epoch 1946 | loss: 0.030991 | val_loss: 0.0312937 | Time: 1859.48 ms [2021-09-16 16:22:28 main:574] : INFO : Epoch 1947 | loss: 0.030986 | val_loss: 0.0313697 | Time: 1848.84 ms [2021-09-16 16:22:29 main:574] : INFO : Epoch 1948 | loss: 0.0309841 | val_loss: 0.0313177 | Time: 1868.42 ms [2021-09-16 16:22:31 main:574] : INFO : Epoch 1949 | loss: 0.030977 | val_loss: 0.0313739 | Time: 1870.94 ms [2021-09-16 16:22:33 main:574] : INFO : Epoch 1950 | loss: 0.0309747 | val_loss: 0.0313347 | Time: 1864.03 ms [2021-09-16 16:22:35 main:574] : INFO : Epoch 1951 | loss: 0.0309779 | val_loss: 0.0313607 | Time: 1901.04 ms [2021-09-16 16:22:37 main:574] : INFO : Epoch 1952 | loss: 0.030977 | val_loss: 0.0313124 | Time: 1806.45 ms [2021-09-16 16:22:39 main:574] : INFO : Epoch 1953 | loss: 0.0309904 | val_loss: 0.0313957 | Time: 1826.21 ms [2021-09-16 16:22:41 main:574] : INFO : Epoch 1954 | loss: 0.0309973 | val_loss: 0.031355 | Time: 1887.17 ms [2021-09-16 16:22:42 main:574] : INFO : Epoch 1955 | loss: 0.0309919 | val_loss: 0.0313369 | Time: 1844.64 ms [2021-09-16 16:22:44 main:574] : INFO : Epoch 1956 | loss: 0.0309849 | val_loss: 0.0313677 | Time: 1841.89 ms [2021-09-16 16:22:46 main:574] : INFO : Epoch 1957 | loss: 0.0309727 | val_loss: 0.0313461 | Time: 1840.2 ms [2021-09-16 16:22:48 main:574] : INFO : Epoch 1958 | loss: 0.0309774 | val_loss: 0.031364 | Time: 1841.55 ms [2021-09-16 16:22:50 main:574] : INFO : Epoch 1959 | loss: 0.0309805 | val_loss: 0.0313533 | Time: 1814.48 ms [2021-09-16 16:22:52 main:574] : INFO : Epoch 1960 | loss: 0.0309777 | val_loss: 0.0313302 | Time: 1866.2 ms [2021-09-16 16:22:54 main:574] : INFO : Epoch 1961 | loss: 0.0309869 | val_loss: 0.0313267 | Time: 1914.41 ms [2021-09-16 16:22:56 main:574] : INFO : Epoch 1962 | loss: 0.0309883 | val_loss: 0.0313122 | Time: 1890.23 ms [2021-09-16 16:22:57 main:574] : INFO : Epoch 1963 | loss: 0.030983 | val_loss: 0.0313483 | Time: 1831.08 ms [2021-09-16 16:22:59 main:574] : INFO : Epoch 1964 | loss: 0.0309826 | val_loss: 0.0313027 | Time: 1853.93 ms [2021-09-16 16:23:01 main:574] : INFO : Epoch 1965 | loss: 0.0309881 | val_loss: 0.0313844 | Time: 1850.37 ms [2021-09-16 16:23:03 main:574] : INFO : Epoch 1966 | loss: 0.030978 | val_loss: 0.0313288 | Time: 1796.3 ms [2021-09-16 16:23:05 main:574] : INFO : Epoch 1967 | loss: 0.030984 | val_loss: 0.0313377 | Time: 1840.04 ms [2021-09-16 16:23:07 main:574] : INFO : Epoch 1968 | loss: 0.0309849 | val_loss: 0.0313346 | Time: 1835.08 ms [2021-09-16 16:23:08 main:574] : INFO : Epoch 1969 | loss: 0.0309821 | val_loss: 0.0313389 | Time: 1849.89 ms [2021-09-16 16:23:10 main:574] : INFO : Epoch 1970 | loss: 0.0309855 | val_loss: 0.0313268 | Time: 1860.12 ms [2021-09-16 16:23:12 main:574] : INFO : Epoch 1971 | loss: 0.0309842 | val_loss: 0.031345 | Time: 1812.2 ms [2021-09-16 16:23:14 main:574] : INFO : Epoch 1972 | loss: 0.0309823 | val_loss: 0.0313267 | Time: 1818.76 ms [2021-09-16 16:23:16 main:574] : INFO : Epoch 1973 | loss: 0.0309756 | val_loss: 0.0313309 | Time: 1834.45 ms [2021-09-16 16:23:18 main:574] : INFO : Epoch 1974 | loss: 0.0309841 | val_loss: 0.0313441 | Time: 1879.85 ms [2021-09-16 16:23:19 main:574] : INFO : Epoch 1975 | loss: 0.0309995 | val_loss: 0.03134 | Time: 1863.63 ms [2021-09-16 16:23:21 main:574] : INFO : Epoch 1976 | loss: 0.0309817 | val_loss: 0.0313325 | Time: 1863.59 ms [2021-09-16 16:23:23 main:574] : INFO : Epoch 1977 | loss: 0.0309817 | val_loss: 0.0313431 | Time: 1812.95 ms [2021-09-16 16:23:25 main:574] : INFO : Epoch 1978 | loss: 0.0309841 | val_loss: 0.0313347 | Time: 1837.68 ms [2021-09-16 16:23:27 main:574] : INFO : Epoch 1979 | loss: 0.0309765 | val_loss: 0.031327 | Time: 1866.53 ms [2021-09-16 16:23:29 main:574] : INFO : Epoch 1980 | loss: 0.0309842 | val_loss: 0.0313429 | Time: 1970.56 ms [2021-09-16 16:23:31 main:574] : INFO : Epoch 1981 | loss: 0.0309919 | val_loss: 0.0313193 | Time: 1869.87 ms [2021-09-16 16:23:33 main:574] : INFO : Epoch 1982 | loss: 0.0309771 | val_loss: 0.0313712 | Time: 1815.33 ms [2021-09-16 16:23:34 main:574] : INFO : Epoch 1983 | loss: 0.0309809 | val_loss: 0.031323 | Time: 1882.83 ms [2021-09-16 16:23:36 main:574] : INFO : Epoch 1984 | loss: 0.0309815 | val_loss: 0.0313536 | Time: 1849.18 ms [2021-09-16 16:23:38 main:574] : INFO : Epoch 1985 | loss: 0.0309823 | val_loss: 0.0313724 | Time: 1880.27 ms [2021-09-16 16:23:40 main:574] : INFO : Epoch 1986 | loss: 0.030989 | val_loss: 0.0313124 | Time: 1902.87 ms [2021-09-16 16:23:42 main:574] : INFO : Epoch 1987 | loss: 0.030989 | val_loss: 0.0313322 | Time: 1808.95 ms [2021-09-16 16:23:44 main:574] : INFO : Epoch 1988 | loss: 0.0309776 | val_loss: 0.0313247 | Time: 1825.7 ms [2021-09-16 16:23:46 main:574] : INFO : Epoch 1989 | loss: 0.0309837 | val_loss: 0.0313518 | Time: 1814.4 ms [2021-09-16 16:23:47 main:574] : INFO : Epoch 1990 | loss: 0.0309824 | val_loss: 0.0313468 | Time: 1901.2 ms [2021-09-16 16:23:49 main:574] : INFO : Epoch 1991 | loss: 0.030983 | val_loss: 0.0313407 | Time: 1875.03 ms [2021-09-16 16:23:51 main:574] : INFO : Epoch 1992 | loss: 0.0309812 | val_loss: 0.0313382 | Time: 1821.04 ms [2021-09-16 16:23:53 main:574] : INFO : Epoch 1993 | loss: 0.0309824 | val_loss: 0.031336 | Time: 1866.33 ms [2021-09-16 16:23:55 main:574] : INFO : Epoch 1994 | loss: 0.0309867 | val_loss: 0.0313734 | Time: 1799.92 ms [2021-09-16 16:23:57 main:574] : INFO : Epoch 1995 | loss: 0.03098 | val_loss: 0.0313468 | Time: 1897.34 ms [2021-09-16 16:23:59 main:574] : INFO : Epoch 1996 | loss: 0.0309789 | val_loss: 0.0313699 | Time: 1896.65 ms [2021-09-16 16:24:00 main:574] : INFO : Epoch 1997 | loss: 0.0309725 | val_loss: 0.0313472 | Time: 1842.67 ms [2021-09-16 16:24:02 main:574] : INFO : Epoch 1998 | loss: 0.0309797 | val_loss: 0.0313592 | Time: 1827.59 ms [2021-09-16 16:24:04 main:574] : INFO : Epoch 1999 | loss: 0.0309839 | val_loss: 0.0313403 | Time: 1843.85 ms [2021-09-16 16:24:06 main:574] : INFO : Epoch 2000 | loss: 0.0309853 | val_loss: 0.031364 | Time: 1837.68 ms [2021-09-16 16:24:08 main:574] : INFO : Epoch 2001 | loss: 0.0309839 | val_loss: 0.0313472 | Time: 1929.42 ms [2021-09-16 16:24:10 main:574] : INFO : Epoch 2002 | loss: 0.0309755 | val_loss: 0.0313548 | Time: 1841.28 ms [2021-09-16 16:24:12 main:574] : INFO : Epoch 2003 | loss: 0.0309788 | val_loss: 0.0313355 | Time: 1818.56 ms [2021-09-16 16:24:13 main:574] : INFO : Epoch 2004 | loss: 0.0309832 | val_loss: 0.0313405 | Time: 1828.32 ms [2021-09-16 16:24:15 main:574] : INFO : Epoch 2005 | loss: 0.0309786 | val_loss: 0.0313296 | Time: 1886.64 ms [2021-09-16 16:24:17 main:574] : INFO : Epoch 2006 | loss: 0.0309781 | val_loss: 0.0313595 | Time: 1873.54 ms [2021-09-16 16:24:19 main:574] : INFO : Epoch 2007 | loss: 0.0309772 | val_loss: 0.0313553 | Time: 1833.49 ms [2021-09-16 16:24:21 main:574] : INFO : Epoch 2008 | loss: 0.0309748 | val_loss: 0.0313749 | Time: 1858.56 ms [2021-09-16 16:24:23 main:574] : INFO : Epoch 2009 | loss: 0.0309787 | val_loss: 0.0313362 | Time: 1859.23 ms [2021-09-16 16:24:25 main:574] : INFO : Epoch 2010 | loss: 0.0309885 | val_loss: 0.0313799 | Time: 1838.66 ms [2021-09-16 16:24:26 main:574] : INFO : Epoch 2011 | loss: 0.0309895 | val_loss: 0.0313176 | Time: 1903.25 ms [2021-09-16 16:24:28 main:574] : INFO : Epoch 2012 | loss: 0.0309822 | val_loss: 0.0313277 | Time: 1828.86 ms [2021-09-16 16:24:30 main:574] : INFO : Epoch 2013 | loss: 0.030988 | val_loss: 0.0313352 | Time: 1817.08 ms [2021-09-16 16:24:32 main:574] : INFO : Epoch 2014 | loss: 0.030978 | val_loss: 0.0313522 | Time: 1804.99 ms [2021-09-16 16:24:34 main:574] : INFO : Epoch 2015 | loss: 0.0309711 | val_loss: 0.0313321 | Time: 1819.66 ms [2021-09-16 16:24:36 main:574] : INFO : Epoch 2016 | loss: 0.0309742 | val_loss: 0.0312927 | Time: 1849.48 ms [2021-09-16 16:24:38 main:574] : INFO : Epoch 2017 | loss: 0.0309824 | val_loss: 0.0314008 | Time: 2084.32 ms [2021-09-16 16:24:40 main:574] : INFO : Epoch 2018 | loss: 0.0309776 | val_loss: 0.0313513 | Time: 1937.86 ms [2021-09-16 16:24:42 main:574] : INFO : Epoch 2019 | loss: 0.030983 | val_loss: 0.0313578 | Time: 1868.02 ms [2021-09-16 16:24:43 main:574] : INFO : Epoch 2020 | loss: 0.0309797 | val_loss: 0.0313336 | Time: 1871.73 ms [2021-09-16 16:24:45 main:574] : INFO : Epoch 2021 | loss: 0.0309803 | val_loss: 0.0313732 | Time: 1904.43 ms [2021-09-16 16:24:47 main:574] : INFO : Epoch 2022 | loss: 0.030983 | val_loss: 0.0312926 | Time: 1837.67 ms [2021-09-16 16:24:49 main:574] : INFO : Epoch 2023 | loss: 0.0309955 | val_loss: 0.0313821 | Time: 1828.34 ms [2021-09-16 16:24:51 main:574] : INFO : Epoch 2024 | loss: 0.0309721 | val_loss: 0.0313589 | Time: 1817.71 ms [2021-09-16 16:24:53 main:574] : INFO : Epoch 2025 | loss: 0.0309763 | val_loss: 0.0313164 | Time: 1823.38 ms [2021-09-16 16:24:54 main:574] : INFO : Epoch 2026 | loss: 0.0309799 | val_loss: 0.0313523 | Time: 1848.85 ms [2021-09-16 16:24:56 main:574] : INFO : Epoch 2027 | loss: 0.0309913 | val_loss: 0.0313374 | Time: 1876.46 ms [2021-09-16 16:24:58 main:574] : INFO : Epoch 2028 | loss: 0.030993 | val_loss: 0.0313214 | Time: 1840.8 ms [2021-09-16 16:25:00 main:574] : INFO : Epoch 2029 | loss: 0.0309912 | val_loss: 0.0313747 | Time: 1811.34 ms [2021-09-16 16:25:02 main:574] : INFO : Epoch 2030 | loss: 0.0309841 | val_loss: 0.0313271 | Time: 1845.5 ms [2021-09-16 16:25:04 main:574] : INFO : Epoch 2031 | loss: 0.0309713 | val_loss: 0.0313501 | Time: 1827.79 ms [2021-09-16 16:25:06 main:574] : INFO : Epoch 2032 | loss: 0.0309782 | val_loss: 0.0313503 | Time: 1842.35 ms [2021-09-16 16:25:07 main:574] : INFO : Epoch 2033 | loss: 0.0309799 | val_loss: 0.0313417 | Time: 1826.31 ms [2021-09-16 16:25:09 main:574] : INFO : Epoch 2034 | loss: 0.0309811 | val_loss: 0.0313356 | Time: 1818.88 ms [2021-09-16 16:25:11 main:574] : INFO : Epoch 2035 | loss: 0.030972 | val_loss: 0.0313492 | Time: 1832.11 ms [2021-09-16 16:25:13 main:574] : INFO : Epoch 2036 | loss: 0.0309685 | val_loss: 0.0314194 | Time: 1837.22 ms [2021-09-16 16:25:15 main:574] : INFO : Epoch 2037 | loss: 0.0309737 | val_loss: 0.0313215 | Time: 1826.7 ms [2021-09-16 16:25:17 main:574] : INFO : Epoch 2038 | loss: 0.0309743 | val_loss: 0.0313548 | Time: 1811.42 ms [2021-09-16 16:25:18 main:574] : INFO : Epoch 2039 | loss: 0.0309707 | val_loss: 0.0313534 | Time: 1828.34 ms [2021-09-16 16:25:20 main:574] : INFO : Epoch 2040 | loss: 0.0309817 | val_loss: 0.0313684 | Time: 1883.67 ms [2021-09-16 16:25:22 main:574] : INFO : Epoch 2041 | loss: 0.0309934 | val_loss: 0.0313176 | Time: 1844.29 ms [2021-09-16 16:25:24 main:574] : INFO : Epoch 2042 | loss: 0.0309867 | val_loss: 0.0313477 | Time: 1833.89 ms [2021-09-16 16:25:26 main:574] : INFO : Epoch 2043 | loss: 0.03098 | val_loss: 0.0313886 | Time: 1862.32 ms [2021-09-16 16:25:28 main:574] : INFO : Epoch 2044 | loss: 0.030975 | val_loss: 0.0313633 | Time: 1889.22 ms [2021-09-16 16:25:29 main:574] : INFO : Epoch 2045 | loss: 0.0309864 | val_loss: 0.0313634 | Time: 1820.68 ms [2021-09-16 16:25:31 main:574] : INFO : Epoch 2046 | loss: 0.0309846 | val_loss: 0.0313122 | Time: 1838.97 ms [2021-09-16 16:25:33 main:574] : INFO : Epoch 2047 | loss: 0.03098 | val_loss: 0.0313345 | Time: 1827.64 ms [2021-09-16 16:25:35 main:574] : INFO : Epoch 2048 | loss: 0.0309804 | val_loss: 0.0313384 | Time: 1867.68 ms [2021-09-16 16:25:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313384 [2021-09-16 16:25:35 main:603] : INFO : Saving end state to config to file [2021-09-16 16:25:35 main:608] : INFO : Success, exiting.. 16:25:35 (16780): 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)