Task 3942250
| Name | ParityMachine-1612383127-19296-1_0 |
| Workunit | 2086085 |
| Created | 5 Feb 2021, 8:24:33 UTC |
| Sent | 6 Feb 2021, 11:03:54 UTC |
| Report deadline | 13 Feb 2021, 11:03:54 UTC |
| Received | 10 Feb 2021, 17:47:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 17 min 14 sec |
| CPU time | 1 hours 10 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 0 17:56:38 main:574] : INFO : Epoch 1542 | loss: 0.0311523 | val_loss: 0.0311717 | Time: 1891.03 ms [2021-02-10 17:56:40 main:574] : INFO : Epoch 1543 | loss: 0.0311533 | val_loss: 0.0311746 | Time: 1950.47 ms [2021-02-10 17:56:42 main:574] : INFO : Epoch 1544 | loss: 0.0311559 | val_loss: 0.0311737 | Time: 1928.34 ms [2021-02-10 17:56:44 main:574] : INFO : Epoch 1545 | loss: 0.0311522 | val_loss: 0.0311714 | Time: 1919.23 ms [2021-02-10 17:56:46 main:574] : INFO : Epoch 1546 | loss: 0.0311521 | val_loss: 0.0311709 | Time: 1933.24 ms [2021-02-10 17:56:48 main:574] : INFO : Epoch 1547 | loss: 0.0311516 | val_loss: 0.0311729 | Time: 1904.57 ms [2021-02-10 17:56:49 main:574] : INFO : Epoch 1548 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 1916.03 ms [2021-02-10 17:56:51 main:574] : INFO : Epoch 1549 | loss: 0.0311516 | val_loss: 0.0311697 | Time: 1862.61 ms [2021-02-10 17:56:53 main:574] : INFO : Epoch 1550 | loss: 0.0311507 | val_loss: 0.0311698 | Time: 1896.77 ms [2021-02-10 17:56:55 main:574] : INFO : Epoch 1551 | loss: 0.0311523 | val_loss: 0.0311719 | Time: 1948.32 ms [2021-02-10 17:56:57 main:574] : INFO : Epoch 1552 | loss: 0.0311515 | val_loss: 0.0311753 | Time: 1910.49 ms [2021-02-10 17:56:59 main:574] : INFO : Epoch 1553 | loss: 0.0311497 | val_loss: 0.0311689 | Time: 1872.62 ms [2021-02-10 17:57:01 main:574] : INFO : Epoch 1554 | loss: 0.0311506 | val_loss: 0.0311711 | Time: 1934.09 ms [2021-02-10 17:57:03 main:574] : INFO : Epoch 1555 | loss: 0.0311494 | val_loss: 0.0311693 | Time: 1950.66 ms [2021-02-10 17:57:05 main:574] : INFO : Epoch 1556 | loss: 0.0311491 | val_loss: 0.0311716 | Time: 1913.25 ms [2021-02-10 17:57:07 main:574] : INFO : Epoch 1557 | loss: 0.0311495 | val_loss: 0.0311705 | Time: 1979.65 ms [2021-02-10 17:57:09 main:574] : INFO : Epoch 1558 | loss: 0.0311504 | val_loss: 0.0311711 | Time: 1923.15 ms [2021-02-10 17:57:11 main:574] : INFO : Epoch 1559 | loss: 0.0311488 | val_loss: 0.0311714 | Time: 1883.47 ms [2021-02-10 17:57:13 main:574] : INFO : Epoch 1560 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 1873.49 ms [2021-02-10 17:57:15 main:574] : INFO : Epoch 1561 | loss: 0.0311462 | val_loss: 0.0311692 | Time: 1953.02 ms [2021-02-10 17:57:17 main:574] : INFO : Epoch 1562 | loss: 0.0311469 | val_loss: 0.0311687 | Time: 1872.17 ms [2021-02-10 17:57:18 main:574] : INFO : Epoch 1563 | loss: 0.0311484 | val_loss: 0.031175 | Time: 1874.48 ms [2021-02-10 17:57:20 main:574] : INFO : Epoch 1564 | loss: 0.0311553 | val_loss: 0.0311693 | Time: 1860.32 ms [2021-02-10 17:57:22 main:574] : INFO : Epoch 1565 | loss: 0.0311504 | val_loss: 0.0311712 | Time: 1897.93 ms [2021-02-10 17:57:24 main:574] : INFO : Epoch 1566 | loss: 0.0311487 | val_loss: 0.0311699 | Time: 1934.06 ms [2021-02-10 17:57:26 main:574] : INFO : Epoch 1567 | loss: 0.031149 | val_loss: 0.0311716 | Time: 1856.51 ms [2021-02-10 17:57:28 main:574] : INFO : Epoch 1568 | loss: 0.0311511 | val_loss: 0.0311778 | Time: 1917 ms [2021-02-10 17:57:30 main:574] : INFO : Epoch 1569 | loss: 0.0311506 | val_loss: 0.0311685 | Time: 1895.76 ms [2021-02-10 17:57:32 main:574] : INFO : Epoch 1570 | loss: 0.031149 | val_loss: 0.0311698 | Time: 1897.33 ms [2021-02-10 17:57:34 main:574] : INFO : Epoch 1571 | loss: 0.0311512 | val_loss: 0.0311684 | Time: 1908.56 ms [2021-02-10 17:57:36 main:574] : INFO : Epoch 1572 | loss: 0.0311475 | val_loss: 0.031169 | Time: 1813.83 ms [2021-02-10 17:57:37 main:574] : INFO : Epoch 1573 | loss: 0.0311486 | val_loss: 0.0311751 | Time: 1909.02 ms [2021-02-10 17:57:39 main:574] : INFO : Epoch 1574 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 1883.58 ms [2021-02-10 17:57:41 main:574] : INFO : Epoch 1575 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 1956.53 ms [2021-02-10 17:57:43 main:574] : INFO : Epoch 1576 | loss: 0.0311569 | val_loss: 0.0311712 | Time: 1906 ms [2021-02-10 17:57:45 main:574] : INFO : Epoch 1577 | loss: 0.0311533 | val_loss: 0.0311663 | Time: 1823.08 ms [2021-02-10 17:57:47 main:574] : INFO : Epoch 1578 | loss: 0.0311511 | val_loss: 0.0311669 | Time: 1868.78 ms [2021-02-10 17:57:49 main:574] : INFO : Epoch 1579 | loss: 0.0311498 | val_loss: 0.0311703 | Time: 1907.92 ms [2021-02-10 17:57:51 main:574] : INFO : Epoch 1580 | loss: 0.0311514 | val_loss: 0.0311735 | Time: 1946.46 ms [2021-02-10 17:57:53 main:574] : INFO : Epoch 1581 | loss: 0.0311491 | val_loss: 0.0311694 | Time: 1844.64 ms [2021-02-10 17:57:55 main:574] : INFO : Epoch 1582 | loss: 0.0311514 | val_loss: 0.031173 | Time: 1835.17 ms [2021-02-10 17:57:56 main:574] : INFO : Epoch 1583 | loss: 0.0311483 | val_loss: 0.0311681 | Time: 1834.49 ms [2021-02-10 17:57:58 main:574] : INFO : Epoch 1584 | loss: 0.0311467 | val_loss: 0.031167 | Time: 1890.26 ms [2021-02-10 17:58:00 main:574] : INFO : Epoch 1585 | loss: 0.0311457 | val_loss: 0.0311669 | Time: 1817.33 ms [2021-02-10 17:58:02 main:574] : INFO : Epoch 1586 | loss: 0.0311447 | val_loss: 0.0311683 | Time: 1809.68 ms [2021-02-10 17:58:04 main:574] : INFO : Epoch 1587 | loss: 0.0311447 | val_loss: 0.031168 | Time: 1887.93 ms [2021-02-10 17:58:06 main:574] : INFO : Epoch 1588 | loss: 0.0311456 | val_loss: 0.0311687 | Time: 1862.5 ms [2021-02-10 17:58:08 main:574] : INFO : Epoch 1589 | loss: 0.0311442 | val_loss: 0.0311669 | Time: 1877.02 ms [2021-02-10 17:58:10 main:574] : INFO : Epoch 1590 | loss: 0.0311435 | val_loss: 0.0311667 | Time: 1906.29 ms [2021-02-10 17:58:11 main:574] : INFO : Epoch 1591 | loss: 0.0311432 | val_loss: 0.0311667 | Time: 1901.34 ms [2021-02-10 17:58:13 main:574] : INFO : Epoch 1592 | loss: 0.0311456 | val_loss: 0.0311747 | Time: 1814.78 ms [2021-02-10 17:58:15 main:574] : INFO : Epoch 1593 | loss: 0.0311487 | val_loss: 0.0311658 | Time: 1860.35 ms [2021-02-10 17:58:17 main:574] : INFO : Epoch 1594 | loss: 0.0311483 | val_loss: 0.0311708 | Time: 1915.55 ms [2021-02-10 17:58:19 main:574] : INFO : Epoch 1595 | loss: 0.0311487 | val_loss: 0.0311756 | Time: 1933.99 ms [2021-02-10 17:58:21 main:574] : INFO : Epoch 1596 | loss: 0.0311496 | val_loss: 0.0311692 | Time: 1788.62 ms [2021-02-10 17:58:23 main:574] : INFO : Epoch 1597 | loss: 0.031147 | val_loss: 0.0311685 | Time: 1857.89 ms [2021-02-10 17:58:25 main:574] : INFO : Epoch 1598 | loss: 0.0311477 | val_loss: 0.0311765 | Time: 1909.05 ms [2021-02-10 17:58:27 main:574] : INFO : Epoch 1599 | loss: 0.0311495 | val_loss: 0.031167 | Time: 1817.04 ms [2021-02-10 17:58:28 main:574] : INFO : Epoch 1600 | loss: 0.0311504 | val_loss: 0.0311736 | Time: 1913.06 ms [2021-02-10 17:58:30 main:574] : INFO : Epoch 1601 | loss: 0.0311522 | val_loss: 0.0311708 | Time: 1829.61 ms [2021-02-10 17:58:32 main:574] : INFO : Epoch 1602 | loss: 0.0311528 | val_loss: 0.0311742 | Time: 1868.53 ms [2021-02-10 17:58:34 main:574] : INFO : Epoch 1603 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 1886.25 ms [2021-02-10 17:58:36 main:574] : INFO : Epoch 1604 | loss: 0.0311593 | val_loss: 0.0311658 | Time: 1788.93 ms [2021-02-10 17:58:38 main:574] : INFO : Epoch 1605 | loss: 0.031157 | val_loss: 0.0311654 | Time: 1880.14 ms [2021-02-10 17:58:40 main:574] : INFO : Epoch 1606 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 1856.7 ms [2021-02-10 17:58:42 main:574] : INFO : Epoch 1607 | loss: 0.0311565 | val_loss: 0.0311654 | Time: 1872.18 ms [2021-02-10 17:58:43 main:574] : INFO : Epoch 1608 | loss: 0.0311531 | val_loss: 0.0311677 | Time: 1924.96 ms [2021-02-10 17:58:45 main:574] : INFO : Epoch 1609 | loss: 0.0311553 | val_loss: 0.0311837 | Time: 1870.81 ms [2021-02-10 17:58:47 main:574] : INFO : Epoch 1610 | loss: 0.0311552 | val_loss: 0.0311667 | Time: 1888.98 ms [2021-02-10 17:58:49 main:574] : INFO : Epoch 1611 | loss: 0.0311507 | val_loss: 0.0311722 | Time: 1857.07 ms [2021-02-10 17:58:51 main:574] : INFO : Epoch 1612 | loss: 0.0311568 | val_loss: 0.0311704 | Time: 1845.37 ms [2021-02-10 17:58:53 main:574] : INFO : Epoch 1613 | loss: 0.0311506 | val_loss: 0.0311668 | Time: 1862.88 ms [2021-02-10 17:58:55 main:574] : INFO : Epoch 1614 | loss: 0.0311491 | val_loss: 0.0311659 | Time: 1900.67 ms [2021-02-10 17:58:57 main:574] : INFO : Epoch 1615 | loss: 0.0311482 | val_loss: 0.0311692 | Time: 1854.07 ms [2021-02-10 17:58:59 main:574] : INFO : Epoch 1616 | loss: 0.031148 | val_loss: 0.0311667 | Time: 1860.79 ms [2021-02-10 17:59:00 main:574] : INFO : Epoch 1617 | loss: 0.0311503 | val_loss: 0.0311679 | Time: 1886.03 ms [2021-02-10 17:59:02 main:574] : INFO : Epoch 1618 | loss: 0.0311509 | val_loss: 0.0311693 | Time: 1910.96 ms [2021-02-10 17:59:04 main:574] : INFO : Epoch 1619 | loss: 0.0311494 | val_loss: 0.0311728 | Time: 1890.77 ms [2021-02-10 17:59:06 main:574] : INFO : Epoch 1620 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 1913.59 ms [2021-02-10 17:59:08 main:574] : INFO : Epoch 1621 | loss: 0.031146 | val_loss: 0.0311661 | Time: 1880.56 ms [2021-02-10 17:59:10 main:574] : INFO : Epoch 1622 | loss: 0.0311454 | val_loss: 0.0311661 | Time: 1946.91 ms [2021-02-10 17:59:12 main:574] : INFO : Epoch 1623 | loss: 0.0311439 | val_loss: 0.0311664 | Time: 1824.7 ms [2021-02-10 17:59:14 main:574] : INFO : Epoch 1624 | loss: 0.0311443 | val_loss: 0.0311668 | Time: 1892.56 ms [2021-02-10 17:59:16 main:574] : INFO : Epoch 1625 | loss: 0.0311443 | val_loss: 0.0311782 | Time: 1872.85 ms [2021-02-10 17:59:18 main:574] : INFO : Epoch 1626 | loss: 0.0311453 | val_loss: 0.0311655 | Time: 1954.68 ms [2021-02-10 17:59:20 main:574] : INFO : Epoch 1627 | loss: 0.0311456 | val_loss: 0.0311743 | Time: 1836.86 ms [2021-02-10 17:59:21 main:574] : INFO : Epoch 1628 | loss: 0.0311441 | val_loss: 0.0311695 | Time: 1931.77 ms [2021-02-10 17:59:23 main:574] : INFO : Epoch 1629 | loss: 0.0311471 | val_loss: 0.0311761 | Time: 1837.67 ms [2021-02-10 17:59:25 main:574] : INFO : Epoch 1630 | loss: 0.0311453 | val_loss: 0.0311748 | Time: 1866.47 ms [2021-02-10 17:59:27 main:574] : INFO : Epoch 1631 | loss: 0.031145 | val_loss: 0.0311729 | Time: 1881.45 ms [2021-02-10 17:59:29 main:574] : INFO : Epoch 1632 | loss: 0.031145 | val_loss: 0.0311681 | Time: 1917.82 ms [2021-02-10 17:59:31 main:574] : INFO : Epoch 1633 | loss: 0.0311431 | val_loss: 0.0311683 | Time: 1834.02 ms [2021-02-10 17:59:33 main:574] : INFO : Epoch 1634 | loss: 0.0311449 | val_loss: 0.0311741 | Time: 1811.91 ms [2021-02-10 17:59:35 main:574] : INFO : Epoch 1635 | loss: 0.0311457 | val_loss: 0.0311732 | Time: 1820.71 ms [2021-02-10 17:59:37 main:574] : INFO : Epoch 1636 | loss: 0.031143 | val_loss: 0.0311685 | Time: 1963.6 ms [2021-02-10 17:59:38 main:574] : INFO : Epoch 1637 | loss: 0.0311425 | val_loss: 0.0311758 | Time: 1887.45 ms [2021-02-10 17:59:40 main:574] : INFO : Epoch 1638 | loss: 0.0311469 | val_loss: 0.0311662 | Time: 1923.19 ms [2021-02-10 17:59:42 main:574] : INFO : Epoch 1639 | loss: 0.031144 | val_loss: 0.0311665 | Time: 1911.15 ms [2021-02-10 17:59:44 main:574] : INFO : Epoch 1640 | loss: 0.0311449 | val_loss: 0.0311679 | Time: 1937.72 ms [2021-02-10 17:59:46 main:574] : INFO : Epoch 1641 | loss: 0.0311452 | val_loss: 0.0311687 | Time: 1875.07 ms [2021-02-10 17:59:48 main:574] : INFO : Epoch 1642 | loss: 0.0311429 | val_loss: 0.0311741 | Time: 1920.43 ms [2021-02-10 17:59:50 main:574] : INFO : Epoch 1643 | loss: 0.0311421 | val_loss: 0.0311689 | Time: 1858.54 ms [2021-02-10 17:59:52 main:574] : INFO : Epoch 1644 | loss: 0.031142 | val_loss: 0.0311655 | Time: 1818.29 ms [2021-02-10 17:59:54 main:574] : INFO : Epoch 1645 | loss: 0.0311426 | val_loss: 0.0311656 | Time: 1952.55 ms [2021-02-10 17:59:56 main:574] : INFO : Epoch 1646 | loss: 0.0311407 | val_loss: 0.0311701 | Time: 1941.92 ms [2021-02-10 17:59:58 main:574] : INFO : Epoch 1647 | loss: 0.0311437 | val_loss: 0.0311643 | Time: 1890.44 ms [2021-02-10 18:00:00 main:574] : INFO : Epoch 1648 | loss: 0.0311395 | val_loss: 0.0311684 | Time: 1874.75 ms [2021-02-10 18:00:01 main:574] : INFO : Epoch 1649 | loss: 0.0311387 | val_loss: 0.0311673 | Time: 1864.4 ms [2021-02-10 18:00:03 main:574] : INFO : Epoch 1650 | loss: 0.0311406 | val_loss: 0.0311689 | Time: 1862.29 ms [2021-02-10 18:00:05 main:574] : INFO : Epoch 1651 | loss: 0.0311365 | val_loss: 0.0311662 | Time: 1988.29 ms [2021-02-10 18:00:07 main:574] : INFO : Epoch 1652 | loss: 0.0311394 | val_loss: 0.0311682 | Time: 1907.75 ms [2021-02-10 18:00:09 main:574] : INFO : Epoch 1653 | loss: 0.0311383 | val_loss: 0.0311666 | Time: 1927.2 ms [2021-02-10 18:00:11 main:574] : INFO : Epoch 1654 | loss: 0.0311375 | val_loss: 0.031171 | Time: 1872.49 ms [2021-02-10 18:00:13 main:574] : INFO : Epoch 1655 | loss: 0.0311414 | val_loss: 0.031168 | Time: 1843.95 ms [2021-02-10 18:00:15 main:574] : INFO : Epoch 1656 | loss: 0.0311418 | val_loss: 0.0311667 | Time: 1867.5 ms [2021-02-10 18:00:17 main:574] : INFO : Epoch 1657 | loss: 0.0311393 | val_loss: 0.03117 | Time: 1904.95 ms [2021-02-10 18:00:19 main:574] : INFO : Epoch 1658 | loss: 0.0311411 | val_loss: 0.0311826 | Time: 1938.79 ms [2021-02-10 18:00:21 main:574] : INFO : Epoch 1659 | loss: 0.0311386 | val_loss: 0.0311689 | Time: 1886.53 ms [2021-02-10 18:00:22 main:574] : INFO : Epoch 1660 | loss: 0.0311381 | val_loss: 0.0311665 | Time: 1877.74 ms [2021-02-10 18:00:24 main:574] : INFO : Epoch 1661 | loss: 0.031136 | val_loss: 0.0311683 | Time: 1853.06 ms [2021-02-10 18:00:26 main:574] : INFO : Epoch 1662 | loss: 0.0311363 | val_loss: 0.0311714 | Time: 1786.41 ms [2021-02-10 18:00:28 main:574] : INFO : Epoch 1663 | loss: 0.0311377 | val_loss: 0.0311743 | Time: 1836.06 ms [2021-02-10 18:00:30 main:574] : INFO : Epoch 1664 | loss: 0.0311376 | val_loss: 0.031166 | Time: 1886.01 ms [2021-02-10 18:00:32 main:574] : INFO : Epoch 1665 | loss: 0.0311435 | val_loss: 0.031169 | Time: 1943.55 ms [2021-02-10 18:00:34 main:574] : INFO : Epoch 1666 | loss: 0.0311411 | val_loss: 0.031166 | Time: 1923.5 ms [2021-02-10 18:00:36 main:574] : INFO : Epoch 1667 | loss: 0.0311397 | val_loss: 0.031164 | Time: 1855.49 ms [2021-02-10 18:00:38 main:574] : INFO : Epoch 1668 | loss: 0.0311398 | val_loss: 0.0311667 | Time: 1912.68 ms [2021-02-10 18:00:40 main:574] : INFO : Epoch 1669 | loss: 0.0311386 | val_loss: 0.0311655 | Time: 1911.64 ms [2021-02-10 18:00:41 main:574] : INFO : Epoch 1670 | loss: 0.0311366 | val_loss: 0.0311666 | Time: 1904.82 ms [2021-02-10 18:00:43 main:574] : INFO : Epoch 1671 | loss: 0.0311356 | val_loss: 0.0311686 | Time: 1804.7 ms [2021-02-10 18:00:45 main:574] : INFO : Epoch 1672 | loss: 0.0311373 | val_loss: 0.0311663 | Time: 1959 ms [2021-02-10 18:00:47 main:574] : INFO : Epoch 1673 | loss: 0.0311382 | val_loss: 0.0311698 | Time: 1873.82 ms [2021-02-10 18:00:49 main:574] : INFO : Epoch 1674 | loss: 0.0311379 | val_loss: 0.0311658 | Time: 1854.79 ms [2021-02-10 18:00:51 main:574] : INFO : Epoch 1675 | loss: 0.0311363 | val_loss: 0.0311647 | Time: 1869.17 ms [2021-02-10 18:00:53 main:574] : INFO : Epoch 1676 | loss: 0.0311349 | val_loss: 0.0311664 | Time: 1753.38 ms [2021-02-10 18:00:55 main:574] : INFO : Epoch 1677 | loss: 0.0311349 | val_loss: 0.0311698 | Time: 1958.61 ms [2021-02-10 18:00:57 main:574] : INFO : Epoch 1678 | loss: 0.0311403 | val_loss: 0.0311702 | Time: 1946.74 ms [2021-02-10 18:00:59 main:574] : INFO : Epoch 1679 | loss: 0.031136 | val_loss: 0.0311669 | Time: 1878.15 ms [2021-02-10 18:01:00 main:574] : INFO : Epoch 1680 | loss: 0.0311358 | val_loss: 0.0311651 | Time: 1874.4 ms [2021-02-10 18:01:02 main:574] : INFO : Epoch 1681 | loss: 0.0311401 | val_loss: 0.031169 | Time: 1828.57 ms [2021-02-10 18:01:04 main:574] : INFO : Epoch 1682 | loss: 0.0311432 | val_loss: 0.0311644 | Time: 1890.57 ms [2021-02-10 18:01:06 main:574] : INFO : Epoch 1683 | loss: 0.0311398 | val_loss: 0.031167 | Time: 1951.5 ms [2021-02-10 18:01:08 main:574] : INFO : Epoch 1684 | loss: 0.0311383 | val_loss: 0.0311657 | Time: 1893.58 ms [2021-02-10 18:01:10 main:574] : INFO : Epoch 1685 | loss: 0.0311352 | val_loss: 0.0311638 | Time: 1828.51 ms [2021-02-10 18:01:12 main:574] : INFO : Epoch 1686 | loss: 0.0311335 | val_loss: 0.0311633 | Time: 1896.71 ms [2021-02-10 18:01:14 main:574] : INFO : Epoch 1687 | loss: 0.0311332 | val_loss: 0.0311657 | Time: 1909.34 ms [2021-02-10 18:01:16 main:574] : INFO : Epoch 1688 | loss: 0.0311356 | val_loss: 0.031164 | Time: 1868.34 ms [2021-02-10 18:01:17 main:574] : INFO : Epoch 1689 | loss: 0.0311334 | val_loss: 0.0311715 | Time: 1869.33 ms [2021-02-10 18:01:19 main:574] : INFO : Epoch 1690 | loss: 0.0311359 | val_loss: 0.0311687 | Time: 1856.3 ms [2021-02-10 18:01:21 main:574] : INFO : Epoch 1691 | loss: 0.0311345 | val_loss: 0.0311635 | Time: 1849 ms [2021-02-10 18:01:23 main:574] : INFO : Epoch 1692 | loss: 0.0311366 | val_loss: 0.0311686 | Time: 1928.43 ms [2021-02-10 18:01:25 main:574] : INFO : Epoch 1693 | loss: 0.0311352 | val_loss: 0.0311661 | Time: 1917.44 ms [2021-02-10 18:01:27 main:574] : INFO : Epoch 1694 | loss: 0.0311341 | val_loss: 0.0311678 | Time: 1895.32 ms [2021-02-10 18:01:29 main:574] : INFO : Epoch 1695 | loss: 0.0311329 | val_loss: 0.0311637 | Time: 1916.87 ms [2021-02-10 18:01:31 main:574] : INFO : Epoch 1696 | loss: 0.0311333 | val_loss: 0.0311684 | Time: 1869.69 ms [2021-02-10 18:01:33 main:574] : INFO : Epoch 1697 | loss: 0.0311329 | val_loss: 0.0311681 | Time: 1911.4 ms [2021-02-10 18:01:35 main:574] : INFO : Epoch 1698 | loss: 0.0311317 | val_loss: 0.0311695 | Time: 1839.08 ms [2021-02-10 18:01:37 main:574] : INFO : Epoch 1699 | loss: 0.0311342 | val_loss: 0.031166 | Time: 1912.51 ms [2021-02-10 18:01:38 main:574] : INFO : Epoch 1700 | loss: 0.0311339 | val_loss: 0.03117 | Time: 1832.7 ms [2021-02-10 18:01:40 main:574] : INFO : Epoch 1701 | loss: 0.0311337 | val_loss: 0.0311695 | Time: 1831.29 ms [2021-02-10 18:01:42 main:574] : INFO : Epoch 1702 | loss: 0.0311328 | val_loss: 0.0311716 | Time: 1972.54 ms [2021-02-10 18:01:44 main:574] : INFO : Epoch 1703 | loss: 0.0311317 | val_loss: 0.0311693 | Time: 1860.71 ms [2021-02-10 18:01:46 main:574] : INFO : Epoch 1704 | loss: 0.031132 | val_loss: 0.0311693 | Time: 1885.26 ms [2021-02-10 18:01:48 main:574] : INFO : Epoch 1705 | loss: 0.0311334 | val_loss: 0.0311681 | Time: 1846.79 ms [2021-02-10 18:01:50 main:574] : INFO : Epoch 1706 | loss: 0.0311317 | val_loss: 0.031174 | Time: 1850.7 ms [2021-02-10 18:01:52 main:574] : INFO : Epoch 1707 | loss: 0.0311338 | val_loss: 0.0311702 | Time: 1846.98 ms [2021-02-10 18:01:53 main:574] : INFO : Epoch 1708 | loss: 0.031132 | val_loss: 0.0311655 | Time: 1851.01 ms [2021-02-10 18:01:55 main:574] : INFO : Epoch 1709 | loss: 0.0311301 | val_loss: 0.0311719 | Time: 1871.8 ms [2021-02-10 18:01:57 main:574] : INFO : Epoch 1710 | loss: 0.0311314 | val_loss: 0.0311681 | Time: 1859.23 ms [2021-02-10 18:01:59 main:574] : INFO : Epoch 1711 | loss: 0.0311396 | val_loss: 0.031167 | Time: 1948.74 ms [2021-02-10 18:02:01 main:574] : INFO : Epoch 1712 | loss: 0.031143 | val_loss: 0.0311653 | Time: 1904.36 ms [2021-02-10 18:02:03 main:574] : INFO : Epoch 1713 | loss: 0.0311411 | val_loss: 0.0311709 | Time: 1912.19 ms [2021-02-10 18:02:05 main:574] : INFO : Epoch 1714 | loss: 0.0311386 | val_loss: 0.0311707 | Time: 1799.62 ms [2021-02-10 18:02:07 main:574] : INFO : Epoch 1715 | loss: 0.0311354 | val_loss: 0.0311698 | Time: 1927.02 ms [2021-02-10 18:02:09 main:574] : INFO : Epoch 1716 | loss: 0.0311372 | val_loss: 0.0311773 | Time: 1899.39 ms [2021-02-10 18:02:11 main:574] : INFO : Epoch 1717 | loss: 0.0311356 | val_loss: 0.0311671 | Time: 1837.06 ms [2021-02-10 18:02:12 main:574] : INFO : Epoch 1718 | loss: 0.0311332 | val_loss: 0.0311727 | Time: 1852.63 ms [2021-02-10 18:02:14 main:574] : INFO : Epoch 1719 | loss: 0.0311313 | val_loss: 0.0311669 | Time: 1868.08 ms [2021-02-10 18:02:16 main:574] : INFO : Epoch 1720 | loss: 0.0311292 | val_loss: 0.0311683 | Time: 1830.47 ms [2021-02-10 18:02:18 main:574] : INFO : Epoch 1721 | loss: 0.0311296 | val_loss: 0.0311676 | Time: 1822.56 ms [2021-02-10 18:02:20 main:574] : INFO : Epoch 1722 | loss: 0.0311294 | val_loss: 0.031179 | Time: 1873.79 ms [2021-02-10 18:02:22 main:574] : INFO : Epoch 1723 | loss: 0.0311332 | val_loss: 0.0311744 | Time: 1921.91 ms [2021-02-10 18:02:24 main:574] : INFO : Epoch 1724 | loss: 0.0311364 | val_loss: 0.0311706 | Time: 1914.47 ms [2021-02-10 18:02:26 main:574] : INFO : Epoch 1725 | loss: 0.031141 | val_loss: 0.0311793 | Time: 1876.84 ms [2021-02-10 18:02:28 main:574] : INFO : Epoch 1726 | loss: 0.0311472 | val_loss: 0.0311716 | Time: 1839.94 ms [2021-02-10 18:02:29 main:574] : INFO : Epoch 1727 | loss: 0.0311454 | val_loss: 0.0311683 | Time: 1843.45 ms [2021-02-10 18:02:31 main:574] : INFO : Epoch 1728 | loss: 0.0311395 | val_loss: 0.0311656 | Time: 1900.79 ms [2021-02-10 18:02:33 main:574] : INFO : Epoch 1729 | loss: 0.0311359 | val_loss: 0.0311687 | Time: 1844.54 ms [2021-02-10 18:02:35 main:574] : INFO : Epoch 1730 | loss: 0.0311363 | val_loss: 0.0311677 | Time: 1994.54 ms [2021-02-10 18:02:37 main:574] : INFO : Epoch 1731 | loss: 0.0311345 | val_loss: 0.0311764 | Time: 1861.48 ms [2021-02-10 18:02:39 main:574] : INFO : Epoch 1732 | loss: 0.0311354 | val_loss: 0.0311713 | Time: 1943.27 ms [2021-02-10 18:02:41 main:574] : INFO : Epoch 1733 | loss: 0.031135 | val_loss: 0.0311751 | Time: 1994.38 ms [2021-02-10 18:02:43 main:574] : INFO : Epoch 1734 | loss: 0.0311347 | val_loss: 0.0311693 | Time: 1905.31 ms [2021-02-10 18:02:45 main:574] : INFO : Epoch 1735 | loss: 0.0311338 | val_loss: 0.0311701 | Time: 1892.88 ms [2021-02-10 18:02:47 main:574] : INFO : Epoch 1736 | loss: 0.031133 | val_loss: 0.0311674 | Time: 1883.64 ms [2021-02-10 18:02:49 main:574] : INFO : Epoch 1737 | loss: 0.0311335 | val_loss: 0.0311761 | Time: 1817.31 ms [2021-02-10 18:02:51 main:574] : INFO : Epoch 1738 | loss: 0.0311333 | val_loss: 0.0311726 | Time: 2058.09 ms [2021-02-10 18:02:53 main:574] : INFO : Epoch 1739 | loss: 0.0311317 | val_loss: 0.0311739 | Time: 1881.65 ms [2021-02-10 18:02:54 main:574] : INFO : Epoch 1740 | loss: 0.031134 | val_loss: 0.0311698 | Time: 1865.63 ms [2021-02-10 18:02:56 main:574] : INFO : Epoch 1741 | loss: 0.0311314 | val_loss: 0.0311718 | Time: 1908.92 ms [2021-02-10 18:02:58 main:574] : INFO : Epoch 1742 | loss: 0.0311337 | val_loss: 0.0311741 | Time: 1916.81 ms [2021-02-10 18:03:00 main:574] : INFO : Epoch 1743 | loss: 0.0311437 | val_loss: 0.0311718 | Time: 1914.07 ms [2021-02-10 18:03:02 main:574] : INFO : Epoch 1744 | loss: 0.0311399 | val_loss: 0.0311713 | Time: 1962.23 ms [2021-02-10 18:03:04 main:574] : INFO : Epoch 1745 | loss: 0.0311364 | val_loss: 0.0311686 | Time: 1828.21 ms [2021-02-10 18:03:06 main:574] : INFO : Epoch 1746 | loss: 0.0311345 | val_loss: 0.0311758 | Time: 1862.77 ms [2021-02-10 18:03:08 main:574] : INFO : Epoch 1747 | loss: 0.0311346 | val_loss: 0.0311696 | Time: 1941.43 ms [2021-02-10 18:03:10 main:574] : INFO : Epoch 1748 | loss: 0.0311345 | val_loss: 0.0311723 | Time: 1879.17 ms [2021-02-10 18:03:12 main:574] : INFO : Epoch 1749 | loss: 0.0311364 | val_loss: 0.0311704 | Time: 1953.71 ms [2021-02-10 18:03:14 main:574] : INFO : Epoch 1750 | loss: 0.031135 | val_loss: 0.0311674 | Time: 1891.28 ms [2021-02-10 18:03:16 main:574] : INFO : Epoch 1751 | loss: 0.031134 | val_loss: 0.0311689 | Time: 1861.22 ms [2021-02-10 18:03:17 main:574] : INFO : Epoch 1752 | loss: 0.0311344 | val_loss: 0.0311757 | Time: 1807.35 ms [2021-02-10 18:03:19 main:574] : INFO : Epoch 1753 | loss: 0.0311493 | val_loss: 0.0311637 | Time: 1805.22 ms [2021-02-10 18:03:21 main:574] : INFO : Epoch 1754 | loss: 0.0311499 | val_loss: 0.0311692 | Time: 1906.51 ms [2021-02-10 18:03:23 main:574] : INFO : Epoch 1755 | loss: 0.0311482 | val_loss: 0.0311678 | Time: 1849.04 ms [2021-02-10 18:03:25 main:574] : INFO : Epoch 1756 | loss: 0.0311448 | val_loss: 0.0311643 | Time: 1913.92 ms [2021-02-10 18:03:27 main:574] : INFO : Epoch 1757 | loss: 0.031147 | val_loss: 0.0311649 | Time: 1911.36 ms [2021-02-10 18:03:29 main:574] : INFO : Epoch 1758 | loss: 0.0311463 | val_loss: 0.0311686 | Time: 1892.06 ms [2021-02-10 18:03:31 main:574] : INFO : Epoch 1759 | loss: 0.0311441 | val_loss: 0.0311654 | Time: 1885.79 ms [2021-02-10 18:03:33 main:574] : INFO : Epoch 1760 | loss: 0.0311413 | val_loss: 0.0311684 | Time: 1881.33 ms [2021-02-10 18:03:34 main:574] : INFO : Epoch 1761 | loss: 0.031142 | val_loss: 0.0311625 | Time: 1889.19 ms [2021-02-10 18:03:36 main:574] : INFO : Epoch 1762 | loss: 0.031141 | val_loss: 0.031166 | Time: 1846.31 ms [2021-02-10 18:03:38 main:574] : INFO : Epoch 1763 | loss: 0.031142 | val_loss: 0.0311627 | Time: 1900.74 ms [2021-02-10 18:03:40 main:574] : INFO : Epoch 1764 | loss: 0.0311433 | val_loss: 0.0311669 | Time: 1828.5 ms [2021-02-10 18:03:42 main:574] : INFO : Epoch 1765 | loss: 0.0311424 | val_loss: 0.031166 | Time: 1829.59 ms [2021-02-10 18:03:44 main:574] : INFO : Epoch 1766 | loss: 0.0311422 | val_loss: 0.031169 | Time: 1900.66 ms [2021-02-10 18:03:46 main:574] : INFO : Epoch 1767 | loss: 0.0311408 | val_loss: 0.0311659 | Time: 1903.1 ms [2021-02-10 18:03:48 main:574] : INFO : Epoch 1768 | loss: 0.0311373 | val_loss: 0.0311629 | Time: 1794.57 ms [2021-02-10 18:03:50 main:574] : INFO : Epoch 1769 | loss: 0.0311408 | val_loss: 0.0311721 | Time: 2012.1 ms [2021-02-10 18:03:51 main:574] : INFO : Epoch 1770 | loss: 0.0311433 | val_loss: 0.0311657 | Time: 1870.9 ms [2021-02-10 18:03:53 main:574] : INFO : Epoch 1771 | loss: 0.0311422 | val_loss: 0.0311684 | Time: 1860.54 ms [2021-02-10 18:03:55 main:574] : INFO : Epoch 1772 | loss: 0.0311404 | val_loss: 0.0311717 | Time: 1895.39 ms [2021-02-10 18:03:57 main:574] : INFO : Epoch 1773 | loss: 0.0311434 | val_loss: 0.0311749 | Time: 1941.59 ms [2021-02-10 18:03:59 main:574] : INFO : Epoch 1774 | loss: 0.0311432 | val_loss: 0.0311692 | Time: 1941.29 ms [2021-02-10 18:04:01 main:574] : INFO : Epoch 1775 | loss: 0.0311427 | val_loss: 0.0311649 | Time: 1884.33 ms [2021-02-10 18:04:03 main:574] : INFO : Epoch 1776 | loss: 0.03114 | val_loss: 0.0311635 | Time: 1889.62 ms [2021-02-10 18:04:05 main:574] : INFO : Epoch 1777 | loss: 0.0311398 | val_loss: 0.0311655 | Time: 1892.64 ms [2021-02-10 18:04:07 main:574] : INFO : Epoch 1778 | loss: 0.0311402 | val_loss: 0.0311652 | Time: 1824.4 ms [2021-02-10 18:04:09 main:574] : INFO : Epoch 1779 | loss: 0.0311405 | val_loss: 0.0311648 | Time: 1882.09 ms [2021-02-10 18:04:11 main:574] : INFO : Epoch 1780 | loss: 0.0311415 | val_loss: 0.0311645 | Time: 1846.71 ms [2021-02-10 18:04:12 main:574] : INFO : Epoch 1781 | loss: 0.0311523 | val_loss: 0.0311728 | Time: 1864 ms [2021-02-10 18:04:14 main:574] : INFO : Epoch 1782 | loss: 0.03116 | val_loss: 0.0311686 | Time: 1872 ms [2021-02-10 18:04:16 main:574] : INFO : Epoch 1783 | loss: 0.0311558 | val_loss: 0.0311698 | Time: 1910.87 ms [2021-02-10 18:04:18 main:574] : INFO : Epoch 1784 | loss: 0.0311551 | val_loss: 0.0311694 | Time: 1873.23 ms [2021-02-10 18:04:20 main:574] : INFO : Epoch 1785 | loss: 0.0311504 | val_loss: 0.0311649 | Time: 1949.38 ms [2021-02-10 18:04:22 main:574] : INFO : Epoch 1786 | loss: 0.0311494 | val_loss: 0.0311653 | Time: 2006.65 ms [2021-02-10 18:04:24 main:574] : INFO : Epoch 1787 | loss: 0.0311461 | val_loss: 0.0311683 | Time: 1868.05 ms [2021-02-10 18:04:26 main:574] : INFO : Epoch 1788 | loss: 0.0311454 | val_loss: 0.0311683 | Time: 1887.97 ms [2021-02-10 18:04:28 main:574] : INFO : Epoch 1789 | loss: 0.0311472 | val_loss: 0.0311704 | Time: 1868.27 ms [2021-02-10 18:04:30 main:574] : INFO : Epoch 1790 | loss: 0.0311452 | val_loss: 0.0311706 | Time: 1903.57 ms [2021-02-10 18:04:32 main:574] : INFO : Epoch 1791 | loss: 0.0311429 | val_loss: 0.0311661 | Time: 1889.41 ms [2021-02-10 18:04:33 main:574] : INFO : Epoch 1792 | loss: 0.0311427 | val_loss: 0.0311645 | Time: 1872.09 ms [2021-02-10 18:04:35 main:574] : INFO : Epoch 1793 | loss: 0.0311395 | val_loss: 0.0311687 | Time: 1905.22 ms [2021-02-10 18:04:37 main:574] : INFO : Epoch 1794 | loss: 0.0311432 | val_loss: 0.0311684 | Time: 1902.37 ms [2021-02-10 18:04:39 main:574] : INFO : Epoch 1795 | loss: 0.0311436 | val_loss: 0.0311657 | Time: 1817.87 ms [2021-02-10 18:04:41 main:574] : INFO : Epoch 1796 | loss: 0.0311426 | val_loss: 0.0311647 | Time: 1840.44 ms [2021-02-10 18:04:43 main:574] : INFO : Epoch 1797 | loss: 0.0311407 | val_loss: 0.0311687 | Time: 1925.59 ms [2021-02-10 18:04:45 main:574] : INFO : Epoch 1798 | loss: 0.0311387 | val_loss: 0.0311642 | Time: 1904.13 ms [2021-02-10 18:04:47 main:574] : INFO : Epoch 1799 | loss: 0.0311381 | val_loss: 0.0311653 | Time: 1951.11 ms [2021-02-10 18:04:49 main:574] : INFO : Epoch 1800 | loss: 0.0311367 | val_loss: 0.031165 | Time: 1931.63 ms [2021-02-10 18:04:51 main:574] : INFO : Epoch 1801 | loss: 0.0311378 | val_loss: 0.0311639 | Time: 1993.26 ms [2021-02-10 18:04:53 main:574] : INFO : Epoch 1802 | loss: 0.0311381 | val_loss: 0.0311696 | Time: 1833.03 ms [2021-02-10 18:04:55 main:574] : INFO : Epoch 1803 | loss: 0.0311405 | val_loss: 0.0311707 | Time: 1972.63 ms [2021-02-10 18:04:57 main:574] : INFO : Epoch 1804 | loss: 0.0311381 | val_loss: 0.0311634 | Time: 1888.5 ms [2021-02-10 18:04:58 main:574] : INFO : Epoch 1805 | loss: 0.0311381 | val_loss: 0.0311679 | Time: 1865.21 ms [2021-02-10 18:05:00 main:574] : INFO : Epoch 1806 | loss: 0.0311366 | val_loss: 0.0311652 | Time: 1899.82 ms [2021-02-10 18:05:02 main:574] : INFO : Epoch 1807 | loss: 0.0311343 | val_loss: 0.031167 | Time: 1922.11 ms [2021-02-10 18:05:04 main:574] : INFO : Epoch 1808 | loss: 0.0311336 | val_loss: 0.0311643 | Time: 1864.38 ms [2021-02-10 18:05:06 main:574] : INFO : Epoch 1809 | loss: 0.0311368 | val_loss: 0.031168 | Time: 1924.05 ms [2021-02-10 18:05:08 main:574] : INFO : Epoch 1810 | loss: 0.0311349 | val_loss: 0.0311656 | Time: 1909.81 ms [2021-02-10 18:05:10 main:574] : INFO : Epoch 1811 | loss: 0.0311344 | val_loss: 0.0311723 | Time: 1859.88 ms [2021-02-10 18:05:12 main:574] : INFO : Epoch 1812 | loss: 0.0311346 | val_loss: 0.031171 | Time: 1848.45 ms [2021-02-10 18:05:14 main:574] : INFO : Epoch 1813 | loss: 0.0311341 | val_loss: 0.031166 | Time: 2016.62 ms [2021-02-10 18:05:16 main:574] : INFO : Epoch 1814 | loss: 0.0311362 | val_loss: 0.0311694 | Time: 1869.01 ms [2021-02-10 18:05:18 main:574] : INFO : Epoch 1815 | loss: 0.0311361 | val_loss: 0.0311711 | Time: 1820.47 ms [2021-02-10 18:05:19 main:574] : INFO : Epoch 1816 | loss: 0.0311371 | val_loss: 0.0311692 | Time: 1897.63 ms [2021-02-10 18:05:21 main:574] : INFO : Epoch 1817 | loss: 0.0311365 | val_loss: 0.031169 | Time: 1862 ms [2021-02-10 18:05:23 main:574] : INFO : Epoch 1818 | loss: 0.0311383 | val_loss: 0.0311701 | Time: 1985.88 ms [2021-02-10 18:05:25 main:574] : INFO : Epoch 1819 | loss: 0.0311336 | val_loss: 0.0311668 | Time: 1942.16 ms [2021-02-10 18:05:27 main:574] : INFO : Epoch 1820 | loss: 0.0311353 | val_loss: 0.0311645 | Time: 1948.88 ms [2021-02-10 18:05:29 main:574] : INFO : Epoch 1821 | loss: 0.0311345 | val_loss: 0.0311741 | Time: 1851.73 ms [2021-02-10 18:05:31 main:574] : INFO : Epoch 1822 | loss: 0.0311349 | val_loss: 0.0311682 | Time: 1897.51 ms [2021-02-10 18:05:33 main:574] : INFO : Epoch 1823 | loss: 0.0311353 | val_loss: 0.0311808 | Time: 1835.65 ms [2021-02-10 18:05:35 main:574] : INFO : Epoch 1824 | loss: 0.0311364 | val_loss: 0.031172 | Time: 1983.1 ms [2021-02-10 18:05:37 main:574] : INFO : Epoch 1825 | loss: 0.031138 | val_loss: 0.0311682 | Time: 1882.84 ms [2021-02-10 18:05:39 main:574] : INFO : Epoch 1826 | loss: 0.0311438 | val_loss: 0.0311679 | Time: 1876.67 ms [2021-02-10 18:05:41 main:574] : INFO : Epoch 1827 | loss: 0.0311442 | val_loss: 0.0311655 | Time: 1863.53 ms [2021-02-10 18:05:42 main:574] : INFO : Epoch 1828 | loss: 0.0311412 | val_loss: 0.0311661 | Time: 1891.66 ms [2021-02-10 18:05:44 main:574] : INFO : Epoch 1829 | loss: 0.0311418 | val_loss: 0.0311683 | Time: 1912.48 ms [2021-02-10 18:05:46 main:574] : INFO : Epoch 1830 | loss: 0.0311445 | val_loss: 0.0311689 | Time: 1910.98 ms [2021-02-10 18:05:48 main:574] : INFO : Epoch 1831 | loss: 0.0311438 | val_loss: 0.0311683 | Time: 1901.09 ms [2021-02-10 18:05:50 main:574] : INFO : Epoch 1832 | loss: 0.0311442 | val_loss: 0.0311717 | Time: 1859.27 ms [2021-02-10 18:05:52 main:574] : INFO : Epoch 1833 | loss: 0.0311433 | val_loss: 0.0311822 | Time: 1883.07 ms [2021-02-10 18:05:54 main:574] : INFO : Epoch 1834 | loss: 0.0311419 | val_loss: 0.0311691 | Time: 1868.4 ms [2021-02-10 18:05:56 main:574] : INFO : Epoch 1835 | loss: 0.031139 | val_loss: 0.0311695 | Time: 1820.81 ms [2021-02-10 18:05:58 main:574] : INFO : Epoch 1836 | loss: 0.0311385 | val_loss: 0.0311733 | Time: 1855.64 ms [2021-02-10 18:06:00 main:574] : INFO : Epoch 1837 | loss: 0.031139 | val_loss: 0.0311696 | Time: 1930.5 ms [2021-02-10 18:06:01 main:574] : INFO : Epoch 1838 | loss: 0.0311394 | val_loss: 0.0311687 | Time: 1837.89 ms [2021-02-10 18:06:03 main:574] : INFO : Epoch 1839 | loss: 0.0311371 | val_loss: 0.031171 | Time: 1955.82 ms [2021-02-10 18:06:05 main:574] : INFO : Epoch 1840 | loss: 0.031138 | val_loss: 0.031173 | Time: 1910.15 ms [2021-02-10 18:06:07 main:574] : INFO : Epoch 1841 | loss: 0.0311396 | val_loss: 0.031169 | Time: 1882.63 ms [2021-02-10 18:06:09 main:574] : INFO : Epoch 1842 | loss: 0.031143 | val_loss: 0.0311722 | Time: 1873.21 ms [2021-02-10 18:06:11 main:574] : INFO : Epoch 1843 | loss: 0.03114 | val_loss: 0.0311714 | Time: 1842.74 ms [2021-02-10 18:06:13 main:574] : INFO : Epoch 1844 | loss: 0.0311421 | val_loss: 0.0311723 | Time: 1802.02 ms [2021-02-10 18:06:15 main:574] : INFO : Epoch 1845 | loss: 0.0311482 | val_loss: 0.0311747 | Time: 1865.13 ms [2021-02-10 18:06:17 main:574] : INFO : Epoch 1846 | loss: 0.0311429 | val_loss: 0.0311753 | Time: 1904.2 ms [2021-02-10 18:06:19 main:574] : INFO : Epoch 1847 | loss: 0.0311402 | val_loss: 0.0311724 | Time: 2073.46 ms [2021-02-10 18:06:21 main:574] : INFO : Epoch 1848 | loss: 0.0311395 | val_loss: 0.0311696 | Time: 1854.44 ms [2021-02-10 18:06:22 main:574] : INFO : Epoch 1849 | loss: 0.0311411 | val_loss: 0.0311759 | Time: 1868.69 ms [2021-02-10 18:06:24 main:574] : INFO : Epoch 1850 | loss: 0.0311406 | val_loss: 0.0311732 | Time: 1833.75 ms [2021-02-10 18:06:26 main:574] : INFO : Epoch 1851 | loss: 0.031137 | val_loss: 0.031174 | Time: 1896.64 ms [2021-02-10 18:06:28 main:574] : INFO : Epoch 1852 | loss: 0.0311389 | val_loss: 0.0311721 | Time: 1918.57 ms [2021-02-10 18:06:30 main:574] : INFO : Epoch 1853 | loss: 0.0311376 | val_loss: 0.0311741 | Time: 1795.47 ms [2021-02-10 18:06:32 main:574] : INFO : Epoch 1854 | loss: 0.0311366 | val_loss: 0.031173 | Time: 1913.34 ms [2021-02-10 18:06:34 main:574] : INFO : Epoch 1855 | loss: 0.0311364 | val_loss: 0.0311737 | Time: 1918.39 ms [2021-02-10 18:06:36 main:574] : INFO : Epoch 1856 | loss: 0.0311359 | val_loss: 0.0311722 | Time: 1947.25 ms [2021-02-10 18:06:38 main:574] : INFO : Epoch 1857 | loss: 0.031135 | val_loss: 0.0311737 | Time: 1983.5 ms [2021-02-10 18:06:40 main:574] : INFO : Epoch 1858 | loss: 0.0311342 | val_loss: 0.0311718 | Time: 1907.46 ms [2021-02-10 18:06:42 main:574] : INFO : Epoch 1859 | loss: 0.031133 | val_loss: 0.0311828 | Time: 1944.98 ms [2021-02-10 18:06:43 main:574] : INFO : Epoch 1860 | loss: 0.0311347 | val_loss: 0.0311746 | Time: 1833.02 ms [2021-02-10 18:06:45 main:574] : INFO : Epoch 1861 | loss: 0.0311315 | val_loss: 0.0311753 | Time: 1891.55 ms [2021-02-10 18:06:47 main:574] : INFO : Epoch 1862 | loss: 0.03113 | val_loss: 0.0311752 | Time: 1944.28 ms [2021-02-10 18:06:49 main:574] : INFO : Epoch 1863 | loss: 0.0311294 | val_loss: 0.0311729 | Time: 1904.1 ms [2021-02-10 18:06:51 main:574] : INFO : Epoch 1864 | loss: 0.0311312 | val_loss: 0.0311759 | Time: 1896.06 ms [2021-02-10 18:06:53 main:574] : INFO : Epoch 1865 | loss: 0.0311312 | val_loss: 0.0311726 | Time: 2053.74 ms [2021-02-10 18:06:55 main:574] : INFO : Epoch 1866 | loss: 0.031132 | val_loss: 0.0311714 | Time: 1914.63 ms [2021-02-10 18:06:57 main:574] : INFO : Epoch 1867 | loss: 0.031133 | val_loss: 0.0311719 | Time: 1900.6 ms [2021-02-10 18:06:59 main:574] : INFO : Epoch 1868 | loss: 0.0311327 | val_loss: 0.0311761 | Time: 1846.94 ms [2021-02-10 18:07:01 main:574] : INFO : Epoch 1869 | loss: 0.0311309 | val_loss: 0.0311746 | Time: 1847.45 ms [2021-02-10 18:07:03 main:574] : INFO : Epoch 1870 | loss: 0.0311322 | val_loss: 0.0311753 | Time: 2041.64 ms [2021-02-10 18:07:05 main:574] : INFO : Epoch 1871 | loss: 0.0311312 | val_loss: 0.0311724 | Time: 1878.13 ms [2021-02-10 18:07:07 main:574] : INFO : Epoch 1872 | loss: 0.0311344 | val_loss: 0.0311745 | Time: 1960.67 ms [2021-02-10 18:07:09 main:574] : INFO : Epoch 1873 | loss: 0.0311362 | val_loss: 0.0311727 | Time: 1914.4 ms [2021-02-10 18:07:11 main:574] : INFO : Epoch 1874 | loss: 0.0311362 | val_loss: 0.0311716 | Time: 1885.66 ms [2021-02-10 18:07:12 main:574] : INFO : Epoch 1875 | loss: 0.0311319 | val_loss: 0.0311747 | Time: 1874.76 ms [2021-02-10 18:07:14 main:574] : INFO : Epoch 1876 | loss: 0.0311309 | val_loss: 0.0311734 | Time: 1897.07 ms [2021-02-10 18:07:16 main:574] : INFO : Epoch 1877 | loss: 0.0311315 | val_loss: 0.0311797 | Time: 1954.54 ms [2021-02-10 18:07:18 main:574] : INFO : Epoch 1878 | loss: 0.0311352 | val_loss: 0.0311839 | Time: 1835.15 ms [2021-02-10 18:07:20 main:574] : INFO : Epoch 1879 | loss: 0.0311304 | val_loss: 0.0311749 | Time: 1927.95 ms [2021-02-10 18:07:22 main:574] : INFO : Epoch 1880 | loss: 0.031135 | val_loss: 0.0311739 | Time: 1946.63 ms [2021-02-10 18:07:24 main:574] : INFO : Epoch 1881 | loss: 0.0311346 | val_loss: 0.0311733 | Time: 1832.39 ms [2021-02-10 18:07:26 main:574] : INFO : Epoch 1882 | loss: 0.0311349 | val_loss: 0.0311739 | Time: 1910.47 ms [2021-02-10 18:07:28 main:574] : INFO : Epoch 1883 | loss: 0.0311378 | val_loss: 0.0311768 | Time: 1888.15 ms [2021-02-10 18:07:30 main:574] : INFO : Epoch 1884 | loss: 0.0311463 | val_loss: 0.0311676 | Time: 1956.96 ms [2021-02-10 18:07:32 main:574] : INFO : Epoch 1885 | loss: 0.0311507 | val_loss: 0.0311735 | Time: 1955.05 ms [2021-02-10 18:07:34 main:574] : INFO : Epoch 1886 | loss: 0.031152 | val_loss: 0.0311669 | Time: 1838.22 ms [2021-02-10 18:07:36 main:574] : INFO : Epoch 1887 | loss: 0.0311494 | val_loss: 0.0311692 | Time: 1876.81 ms [2021-02-10 18:07:38 main:574] : INFO : Epoch 1888 | loss: 0.0311496 | val_loss: 0.0311661 | Time: 2023.94 ms [2021-02-10 18:07:39 main:574] : INFO : Epoch 1889 | loss: 0.0311487 | val_loss: 0.0311733 | Time: 1939.41 ms [2021-02-10 18:07:41 main:574] : INFO : Epoch 1890 | loss: 0.0311486 | val_loss: 0.0311698 | Time: 1932.47 ms [2021-02-10 18:07:43 main:574] : INFO : Epoch 1891 | loss: 0.0311479 | val_loss: 0.0311711 | Time: 1963.54 ms [2021-02-10 18:07:45 main:574] : INFO : Epoch 1892 | loss: 0.031148 | val_loss: 0.0311675 | Time: 1826.37 ms [2021-02-10 18:07:47 main:574] : INFO : Epoch 1893 | loss: 0.0311451 | val_loss: 0.0311674 | Time: 1894.8 ms [2021-02-10 18:07:49 main:574] : INFO : Epoch 1894 | loss: 0.0311463 | val_loss: 0.0311632 | Time: 1845.53 ms [2021-02-10 18:07:51 main:574] : INFO : Epoch 1895 | loss: 0.0311395 | val_loss: 0.0311682 | Time: 1862.64 ms [2021-02-10 18:07:53 main:574] : INFO : Epoch 1896 | loss: 0.0311411 | val_loss: 0.0311685 | Time: 1912.66 ms [2021-02-10 18:07:55 main:574] : INFO : Epoch 1897 | loss: 0.0311484 | val_loss: 0.0311716 | Time: 1907.01 ms [2021-02-10 18:07:57 main:574] : INFO : Epoch 1898 | loss: 0.0311452 | val_loss: 0.0311713 | Time: 1884.28 ms [2021-02-10 18:07:59 main:574] : INFO : Epoch 1899 | loss: 0.0311461 | val_loss: 0.0311705 | Time: 1880.34 ms [2021-02-10 18:08:01 main:574] : INFO : Epoch 1900 | loss: 0.0311447 | val_loss: 0.0311707 | Time: 1976.83 ms [2021-02-10 18:08:02 main:574] : INFO : Epoch 1901 | loss: 0.0311526 | val_loss: 0.031168 | Time: 1806.78 ms [2021-02-10 18:08:04 main:574] : INFO : Epoch 1902 | loss: 0.0311504 | val_loss: 0.0311711 | Time: 1923.62 ms [2021-02-10 18:08:06 main:574] : INFO : Epoch 1903 | loss: 0.0311477 | val_loss: 0.0311658 | Time: 1908.33 ms [2021-02-10 18:08:08 main:574] : INFO : Epoch 1904 | loss: 0.0311486 | val_loss: 0.0311712 | Time: 1857.1 ms [2021-02-10 18:08:10 main:574] : INFO : Epoch 1905 | loss: 0.0311479 | val_loss: 0.0311792 | Time: 1822.95 ms [2021-02-10 18:08:12 main:574] : INFO : Epoch 1906 | loss: 0.0311502 | val_loss: 0.0311705 | Time: 1835.21 ms [2021-02-10 18:08:14 main:574] : INFO : Epoch 1907 | loss: 0.0311459 | val_loss: 0.031171 | Time: 1949.1 ms [2021-02-10 18:08:16 main:574] : INFO : Epoch 1908 | loss: 0.0311433 | val_loss: 0.0311723 | Time: 1916.82 ms [2021-02-10 18:08:18 main:574] : INFO : Epoch 1909 | loss: 0.031143 | val_loss: 0.0311756 | Time: 1923.42 ms [2021-02-10 18:08:20 main:574] : INFO : Epoch 1910 | loss: 0.0311431 | val_loss: 0.0311715 | Time: 1874.38 ms [2021-02-10 18:08:21 main:574] : INFO : Epoch 1911 | loss: 0.0311423 | val_loss: 0.0311695 | Time: 1861.69 ms [2021-02-10 18:08:23 main:574] : INFO : Epoch 1912 | loss: 0.0311411 | val_loss: 0.0311774 | Time: 1868.71 ms [2021-02-10 18:08:25 main:574] : INFO : Epoch 1913 | loss: 0.031138 | val_loss: 0.0311691 | Time: 1905.86 ms [2021-02-10 18:08:27 main:574] : INFO : Epoch 1914 | loss: 0.031138 | val_loss: 0.0311719 | Time: 1888 ms [2021-02-10 18:08:29 main:574] : INFO : Epoch 1915 | loss: 0.031137 | val_loss: 0.0311779 | Time: 1868.96 ms [2021-02-10 18:08:31 main:574] : INFO : Epoch 1916 | loss: 0.0311413 | val_loss: 0.0311684 | Time: 1914.14 ms [2021-02-10 18:08:33 main:574] : INFO : Epoch 1917 | loss: 0.0311384 | val_loss: 0.0311795 | Time: 1885.72 ms [2021-02-10 18:08:35 main:574] : INFO : Epoch 1918 | loss: 0.0311375 | val_loss: 0.0311735 | Time: 1845.25 ms [2021-02-10 18:08:37 main:574] : INFO : Epoch 1919 | loss: 0.0311364 | val_loss: 0.0311728 | Time: 1881.77 ms [2021-02-10 18:08:38 main:574] : INFO : Epoch 1920 | loss: 0.0311372 | val_loss: 0.0311711 | Time: 1834.89 ms [2021-02-10 18:08:40 main:574] : INFO : Epoch 1921 | loss: 0.0311353 | val_loss: 0.0311721 | Time: 1899.82 ms [2021-02-10 18:08:42 main:574] : INFO : Epoch 1922 | loss: 0.0311358 | val_loss: 0.0311705 | Time: 1842.18 ms [2021-02-10 18:08:44 main:574] : INFO : Epoch 1923 | loss: 0.0311345 | val_loss: 0.0311765 | Time: 1952.61 ms [2021-02-10 18:08:46 main:574] : INFO : Epoch 1924 | loss: 0.031137 | val_loss: 0.0311694 | Time: 1901.41 ms [2021-02-10 18:08:48 main:574] : INFO : Epoch 1925 | loss: 0.0311348 | val_loss: 0.0311714 | Time: 1865.47 ms [2021-02-10 18:08:50 main:574] : INFO : Epoch 1926 | loss: 0.0311357 | val_loss: 0.0311733 | Time: 1916.78 ms [2021-02-10 18:08:52 main:574] : INFO : Epoch 1927 | loss: 0.0311375 | val_loss: 0.0311785 | Time: 1852.71 ms [2021-02-10 18:08:54 main:574] : INFO : Epoch 1928 | loss: 0.0311381 | val_loss: 0.0311714 | Time: 1880.5 ms [2021-02-10 18:08:56 main:574] : INFO : Epoch 1929 | loss: 0.0311363 | val_loss: 0.0311701 | Time: 1904.03 ms [2021-02-10 18:08:57 main:574] : INFO : Epoch 1930 | loss: 0.0311379 | val_loss: 0.0311789 | Time: 1833.49 ms [2021-02-10 18:08:59 main:574] : INFO : Epoch 1931 | loss: 0.0311402 | val_loss: 0.0311767 | Time: 1860.39 ms [2021-02-10 18:09:01 main:574] : INFO : Epoch 1932 | loss: 0.0311379 | val_loss: 0.0311704 | Time: 1921.52 ms [2021-02-10 18:09:03 main:574] : INFO : Epoch 1933 | loss: 0.0311376 | val_loss: 0.0311712 | Time: 1842.82 ms [2021-02-10 18:09:05 main:574] : INFO : Epoch 1934 | loss: 0.0311371 | val_loss: 0.0311742 | Time: 1862.83 ms [2021-02-10 18:09:07 main:574] : INFO : Epoch 1935 | loss: 0.0311366 | val_loss: 0.0311704 | Time: 1885.62 ms [2021-02-10 18:09:09 main:574] : INFO : Epoch 1936 | loss: 0.0311405 | val_loss: 0.0311752 | Time: 1992.42 ms [2021-02-10 18:09:11 main:574] : INFO : Epoch 1937 | loss: 0.031138 | val_loss: 0.0311696 | Time: 1932.72 ms [2021-02-10 18:09:13 main:574] : INFO : Epoch 1938 | loss: 0.0311383 | val_loss: 0.031177 | Time: 1868.28 ms [2021-02-10 18:09:15 main:574] : INFO : Epoch 1939 | loss: 0.0311376 | val_loss: 0.0311733 | Time: 1922.25 ms [2021-02-10 18:09:17 main:574] : INFO : Epoch 1940 | loss: 0.0311341 | val_loss: 0.0311715 | Time: 1898.12 ms [2021-02-10 18:09:19 main:574] : INFO : Epoch 1941 | loss: 0.0311385 | val_loss: 0.0311837 | Time: 2199.79 ms [2021-02-10 18:09:21 main:574] : INFO : Epoch 1942 | loss: 0.0311403 | val_loss: 0.0311826 | Time: 2341.3 ms [2021-02-10 18:09:23 main:574] : INFO : Epoch 1943 | loss: 0.0311354 | val_loss: 0.0311961 | Time: 2087.78 ms [2021-02-10 18:09:25 main:574] : INFO : Epoch 1944 | loss: 0.0311363 | val_loss: 0.0311768 | Time: 1988.22 ms [2021-02-10 18:09:28 main:574] : INFO : Epoch 1945 | loss: 0.0311324 | val_loss: 0.0311705 | Time: 2214.04 ms [2021-02-10 18:09:30 main:574] : INFO : Epoch 1946 | loss: 0.0311357 | val_loss: 0.0311678 | Time: 2036.23 ms [2021-02-10 18:09:32 main:574] : INFO : Epoch 1947 | loss: 0.0311351 | val_loss: 0.0311709 | Time: 2084.95 ms [2021-02-10 18:09:34 main:574] : INFO : Epoch 1948 | loss: 0.031135 | val_loss: 0.0311771 | Time: 1999.66 ms [2021-02-10 18:09:36 main:574] : INFO : Epoch 1949 | loss: 0.0311368 | val_loss: 0.0311713 | Time: 2167.55 ms [2021-02-10 18:09:38 main:574] : INFO : Epoch 1950 | loss: 0.0311369 | val_loss: 0.0311706 | Time: 2084.17 ms [2021-02-10 18:09:40 main:574] : INFO : Epoch 1951 | loss: 0.0311342 | val_loss: 0.0311706 | Time: 2136.52 ms [2021-02-10 18:09:42 main:574] : INFO : Epoch 1952 | loss: 0.031134 | val_loss: 0.0311723 | Time: 2165.01 ms [2021-02-10 18:09:44 main:574] : INFO : Epoch 1953 | loss: 0.0311327 | val_loss: 0.0311776 | Time: 2083.82 ms [2021-02-10 18:09:47 main:574] : INFO : Epoch 1954 | loss: 0.0311337 | val_loss: 0.0311674 | Time: 2156.31 ms [2021-02-10 18:09:49 main:574] : INFO : Epoch 1955 | loss: 0.0311324 | val_loss: 0.0311794 | Time: 1901.75 ms [2021-02-10 18:09:50 main:574] : INFO : Epoch 1956 | loss: 0.0311357 | val_loss: 0.0311715 | Time: 1915.79 ms [2021-02-10 18:09:52 main:574] : INFO : Epoch 1957 | loss: 0.0311334 | val_loss: 0.0311713 | Time: 1874.81 ms [2021-02-10 18:09:54 main:574] : INFO : Epoch 1958 | loss: 0.0311355 | val_loss: 0.031176 | Time: 1880 ms [2021-02-10 18:09:56 main:574] : INFO : Epoch 1959 | loss: 0.031134 | val_loss: 0.0311745 | Time: 1977.08 ms [2021-02-10 18:09:58 main:574] : INFO : Epoch 1960 | loss: 0.0311384 | val_loss: 0.0311708 | Time: 1952.37 ms [2021-02-10 18:10:00 main:574] : INFO : Epoch 1961 | loss: 0.0311522 | val_loss: 0.0311678 | Time: 1975.17 ms [2021-02-10 18:10:02 main:574] : INFO : Epoch 1962 | loss: 0.0311471 | val_loss: 0.0311689 | Time: 1864.58 ms [2021-02-10 18:10:04 main:574] : INFO : Epoch 1963 | loss: 0.0311441 | val_loss: 0.0311774 | Time: 1925.03 ms [2021-02-10 18:10:06 main:574] : INFO : Epoch 1964 | loss: 0.0311463 | val_loss: 0.0311689 | Time: 1961.37 ms [2021-02-10 18:10:08 main:574] : INFO : Epoch 1965 | loss: 0.0311513 | val_loss: 0.0311713 | Time: 1941.61 ms [2021-02-10 18:10:10 main:574] : INFO : Epoch 1966 | loss: 0.0311465 | val_loss: 0.0311664 | Time: 1800.23 ms [2021-02-10 18:10:12 main:574] : INFO : Epoch 1967 | loss: 0.0311409 | val_loss: 0.0311718 | Time: 1964.23 ms [2021-02-10 18:10:14 main:574] : INFO : Epoch 1968 | loss: 0.0311408 | val_loss: 0.0311713 | Time: 1962.48 ms [2021-02-10 18:10:16 main:574] : INFO : Epoch 1969 | loss: 0.0311442 | val_loss: 0.0311702 | Time: 1892.22 ms [2021-02-10 18:10:18 main:574] : INFO : Epoch 1970 | loss: 0.0311401 | val_loss: 0.0311725 | Time: 1895.51 ms [2021-02-10 18:10:20 main:574] : INFO : Epoch 1971 | loss: 0.0311365 | val_loss: 0.0311727 | Time: 1939.31 ms [2021-02-10 18:10:21 main:574] : INFO : Epoch 1972 | loss: 0.0311343 | val_loss: 0.0311679 | Time: 1910.66 ms [2021-02-10 18:10:23 main:574] : INFO : Epoch 1973 | loss: 0.0311334 | val_loss: 0.0311743 | Time: 1852.48 ms [2021-02-10 18:10:25 main:574] : INFO : Epoch 1974 | loss: 0.0311342 | val_loss: 0.0311748 | Time: 1904.86 ms [2021-02-10 18:10:27 main:574] : INFO : Epoch 1975 | loss: 0.0311318 | val_loss: 0.0311709 | Time: 1932.82 ms [2021-02-10 18:10:29 main:574] : INFO : Epoch 1976 | loss: 0.0311316 | val_loss: 0.0311731 | Time: 1959.94 ms [2021-02-10 18:10:31 main:574] : INFO : Epoch 1977 | loss: 0.0311341 | val_loss: 0.0311747 | Time: 1957.4 ms [2021-02-10 18:10:33 main:574] : INFO : Epoch 1978 | loss: 0.0311335 | val_loss: 0.0311733 | Time: 1871.52 ms [2021-02-10 18:10:35 main:574] : INFO : Epoch 1979 | loss: 0.0311336 | val_loss: 0.0311813 | Time: 1849.48 ms [2021-02-10 18:10:37 main:574] : INFO : Epoch 1980 | loss: 0.0311365 | val_loss: 0.0311685 | Time: 1952.3 ms [2021-02-10 18:10:39 main:574] : INFO : Epoch 1981 | loss: 0.031141 | val_loss: 0.0311751 | Time: 1891.37 ms [2021-02-10 18:10:41 main:574] : INFO : Epoch 1982 | loss: 0.0311316 | val_loss: 0.0311735 | Time: 1947.5 ms [2021-02-10 18:10:43 main:574] : INFO : Epoch 1983 | loss: 0.0311316 | val_loss: 0.0311724 | Time: 1920.89 ms [2021-02-10 18:10:45 main:574] : INFO : Epoch 1984 | loss: 0.0311297 | val_loss: 0.0311754 | Time: 1859.03 ms [2021-02-10 18:10:46 main:574] : INFO : Epoch 1985 | loss: 0.0311304 | val_loss: 0.0311709 | Time: 1893.5 ms [2021-02-10 18:10:48 main:574] : INFO : Epoch 1986 | loss: 0.0311332 | val_loss: 0.03117 | Time: 1882.83 ms [2021-02-10 18:10:50 main:574] : INFO : Epoch 1987 | loss: 0.0311308 | val_loss: 0.031172 | Time: 1957.1 ms [2021-02-10 18:10:52 main:574] : INFO : Epoch 1988 | loss: 0.0311306 | val_loss: 0.0311709 | Time: 1890.6 ms [2021-02-10 18:10:54 main:574] : INFO : Epoch 1989 | loss: 0.0311301 | val_loss: 0.031171 | Time: 1967.27 ms [2021-02-10 18:10:56 main:574] : INFO : Epoch 1990 | loss: 0.0311317 | val_loss: 0.0311716 | Time: 2020.74 ms [2021-02-10 18:10:58 main:574] : INFO : Epoch 1991 | loss: 0.0311303 | val_loss: 0.0311717 | Time: 2143.9 ms [2021-02-10 18:11:01 main:574] : INFO : Epoch 1992 | loss: 0.0311294 | val_loss: 0.0311695 | Time: 2092.28 ms [2021-02-10 18:11:02 main:574] : INFO : Epoch 1993 | loss: 0.031135 | val_loss: 0.0311743 | Time: 1885.67 ms [2021-02-10 18:11:05 main:574] : INFO : Epoch 1994 | loss: 0.0311378 | val_loss: 0.0311746 | Time: 2048.01 ms [2021-02-10 18:11:07 main:574] : INFO : Epoch 1995 | loss: 0.0311405 | val_loss: 0.0311669 | Time: 2097.11 ms [2021-02-10 18:11:09 main:574] : INFO : Epoch 1996 | loss: 0.031139 | val_loss: 0.0311716 | Time: 2005.98 ms [2021-02-10 18:11:11 main:574] : INFO : Epoch 1997 | loss: 0.031137 | val_loss: 0.0311668 | Time: 1975.35 ms [2021-02-10 18:11:13 main:574] : INFO : Epoch 1998 | loss: 0.0311357 | val_loss: 0.0311747 | Time: 1971.36 ms [2021-02-10 18:11:15 main:574] : INFO : Epoch 1999 | loss: 0.0311345 | val_loss: 0.0311682 | Time: 1979.43 ms [2021-02-10 18:11:17 main:574] : INFO : Epoch 2000 | loss: 0.0311331 | val_loss: 0.0311727 | Time: 1901.88 ms [2021-02-10 18:11:18 main:574] : INFO : Epoch 2001 | loss: 0.0311368 | val_loss: 0.0311636 | Time: 1882.22 ms [2021-02-10 18:11:21 main:574] : INFO : Epoch 2002 | loss: 0.0311353 | val_loss: 0.0311684 | Time: 2057.23 ms [2021-02-10 18:11:22 main:574] : INFO : Epoch 2003 | loss: 0.0311358 | val_loss: 0.0311679 | Time: 1905 ms [2021-02-10 18:11:24 main:574] : INFO : Epoch 2004 | loss: 0.0311355 | val_loss: 0.0311696 | Time: 1855.33 ms [2021-02-10 18:11:26 main:574] : INFO : Epoch 2005 | loss: 0.0311363 | val_loss: 0.0311648 | Time: 1980.59 ms [2021-02-10 18:11:28 main:574] : INFO : Epoch 2006 | loss: 0.0311351 | val_loss: 0.031169 | Time: 1899.26 ms [2021-02-10 18:11:30 main:574] : INFO : Epoch 2007 | loss: 0.0311339 | val_loss: 0.0311682 | Time: 1966.06 ms [2021-02-10 18:11:32 main:574] : INFO : Epoch 2008 | loss: 0.0311358 | val_loss: 0.0311742 | Time: 2082.06 ms [2021-02-10 18:11:34 main:574] : INFO : Epoch 2009 | loss: 0.0311382 | val_loss: 0.0311773 | Time: 1960.81 ms [2021-02-10 18:11:36 main:574] : INFO : Epoch 2010 | loss: 0.0311343 | val_loss: 0.0311734 | Time: 1892.2 ms [2021-02-10 18:11:38 main:574] : INFO : Epoch 2011 | loss: 0.0311346 | val_loss: 0.0311762 | Time: 1933.89 ms [2021-02-10 18:11:40 main:574] : INFO : Epoch 2012 | loss: 0.031131 | val_loss: 0.0311737 | Time: 1964.22 ms [2021-02-10 18:11:42 main:574] : INFO : Epoch 2013 | loss: 0.0311339 | val_loss: 0.0311702 | Time: 1864.65 ms [2021-02-10 18:11:44 main:574] : INFO : Epoch 2014 | loss: 0.0311352 | val_loss: 0.03117 | Time: 1913.64 ms [2021-02-10 18:11:46 main:574] : INFO : Epoch 2015 | loss: 0.0311353 | val_loss: 0.0311732 | Time: 1871.64 ms [2021-02-10 18:11:48 main:574] : INFO : Epoch 2016 | loss: 0.0311333 | val_loss: 0.0311697 | Time: 1922.92 ms [2021-02-10 18:11:50 main:574] : INFO : Epoch 2017 | loss: 0.0311327 | val_loss: 0.0311735 | Time: 1932.5 ms [2021-02-10 18:11:52 main:574] : INFO : Epoch 2018 | loss: 0.0311356 | val_loss: 0.0311816 | Time: 1861.45 ms [2021-02-10 18:11:54 main:574] : INFO : Epoch 2019 | loss: 0.0311361 | val_loss: 0.0311734 | Time: 1907.11 ms [2021-02-10 18:11:56 main:574] : INFO : Epoch 2020 | loss: 0.0311352 | val_loss: 0.0311688 | Time: 1917.84 ms [2021-02-10 18:11:57 main:574] : INFO : Epoch 2021 | loss: 0.0311336 | val_loss: 0.0311694 | Time: 1904.33 ms [2021-02-10 18:11:59 main:574] : INFO : Epoch 2022 | loss: 0.0311352 | val_loss: 0.0311743 | Time: 1911.16 ms [2021-02-10 18:12:01 main:574] : INFO : Epoch 2023 | loss: 0.0311312 | val_loss: 0.0311772 | Time: 1875.04 ms [2021-02-10 18:12:03 main:574] : INFO : Epoch 2024 | loss: 0.0311304 | val_loss: 0.031169 | Time: 1940.08 ms [2021-02-10 18:12:05 main:574] : INFO : Epoch 2025 | loss: 0.031142 | val_loss: 0.0311694 | Time: 1873.55 ms [2021-02-10 18:12:07 main:574] : INFO : Epoch 2026 | loss: 0.0311486 | val_loss: 0.0311762 | Time: 1890.67 ms [2021-02-10 18:12:09 main:574] : INFO : Epoch 2027 | loss: 0.0311435 | val_loss: 0.0311668 | Time: 1994.2 ms [2021-02-10 18:12:11 main:574] : INFO : Epoch 2028 | loss: 0.0311415 | val_loss: 0.0311716 | Time: 1921.74 ms [2021-02-10 18:12:13 main:574] : INFO : Epoch 2029 | loss: 0.0311421 | val_loss: 0.0311646 | Time: 1808.27 ms [2021-02-10 18:12:15 main:574] : INFO : Epoch 2030 | loss: 0.0311399 | val_loss: 0.0311656 | Time: 1850.26 ms [2021-02-10 18:12:17 main:574] : INFO : Epoch 2031 | loss: 0.0311401 | val_loss: 0.0311691 | Time: 1880.82 ms [2021-02-10 18:12:18 main:574] : INFO : Epoch 2032 | loss: 0.0311425 | val_loss: 0.0311689 | Time: 1776.82 ms [2021-02-10 18:12:20 main:574] : INFO : Epoch 2033 | loss: 0.0311465 | val_loss: 0.0311636 | Time: 1914.12 ms [2021-02-10 18:12:22 main:574] : INFO : Epoch 2034 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 1923.98 ms [2021-02-10 18:12:24 main:574] : INFO : Epoch 2035 | loss: 0.0311454 | val_loss: 0.031182 | Time: 1904.27 ms [2021-02-10 18:12:26 main:574] : INFO : Epoch 2036 | loss: 0.0311462 | val_loss: 0.0311632 | Time: 1914.76 ms [2021-02-10 18:12:28 main:574] : INFO : Epoch 2037 | loss: 0.0311416 | val_loss: 0.031164 | Time: 1892.91 ms [2021-02-10 18:12:30 main:574] : INFO : Epoch 2038 | loss: 0.0311366 | val_loss: 0.0311648 | Time: 1910.96 ms [2021-02-10 18:12:32 main:574] : INFO : Epoch 2039 | loss: 0.0311354 | val_loss: 0.0311704 | Time: 1918.12 ms [2021-02-10 18:12:34 main:574] : INFO : Epoch 2040 | loss: 0.0311367 | val_loss: 0.0311684 | Time: 1914.96 ms [2021-02-10 18:12:36 main:574] : INFO : Epoch 2041 | loss: 0.0311342 | val_loss: 0.0311686 | Time: 1950.8 ms [2021-02-10 18:12:38 main:574] : INFO : Epoch 2042 | loss: 0.0311332 | val_loss: 0.0311665 | Time: 1943.08 ms [2021-02-10 18:12:40 main:574] : INFO : Epoch 2043 | loss: 0.0311363 | val_loss: 0.0311722 | Time: 1951.68 ms [2021-02-10 18:12:42 main:574] : INFO : Epoch 2044 | loss: 0.0311362 | val_loss: 0.0311687 | Time: 2002.32 ms [2021-02-10 18:12:44 main:574] : INFO : Epoch 2045 | loss: 0.0311332 | val_loss: 0.0311717 | Time: 1896.9 ms [2021-02-10 18:12:46 main:574] : INFO : Epoch 2046 | loss: 0.031137 | val_loss: 0.031168 | Time: 1908.27 ms [2021-02-10 18:12:47 main:574] : INFO : Epoch 2047 | loss: 0.0311355 | val_loss: 0.0311769 | Time: 1916.34 ms [2021-02-10 18:12:49 main:574] : INFO : Epoch 2048 | loss: 0.0311339 | val_loss: 0.0311684 | Time: 1887.08 ms [2021-02-10 18:12:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311684 [2021-02-10 18:12:49 main:603] : INFO : Saving end state to config to file [2021-02-10 18:12:49 main:608] : INFO : Success, exiting.. 18:12:49 (32732): 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)