Task 5168097
| Name | ParityModified-1619236770-537-2_0 |
| Workunit | 3105043 |
| Created | 9 May 2021, 0:54:37 UTC |
| Sent | 18 May 2021, 3:45:58 UTC |
| Report deadline | 25 May 2021, 3:45:58 UTC |
| Received | 19 May 2021, 0:07:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 312 |
| Run time | 58 min 16 sec |
| CPU time | 58 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,339.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.43 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0310931 | val_loss: 0.0311458 | Time: 1719.17 ms [2021-05-18 18:52:25 main:581] : INFO : Epoch 1539 | loss: 0.0310906 | val_loss: 0.0311315 | Time: 1716.31 ms [2021-05-18 18:52:27 main:581] : INFO : Epoch 1540 | loss: 0.0310914 | val_loss: 0.0311444 | Time: 1601.17 ms [2021-05-18 18:52:28 main:581] : INFO : Epoch 1541 | loss: 0.0310929 | val_loss: 0.0311355 | Time: 1626.63 ms [2021-05-18 18:52:30 main:581] : INFO : Epoch 1542 | loss: 0.0310921 | val_loss: 0.0311388 | Time: 1644.72 ms [2021-05-18 18:52:32 main:581] : INFO : Epoch 1543 | loss: 0.0310908 | val_loss: 0.0311345 | Time: 1721.8 ms [2021-05-18 18:52:33 main:581] : INFO : Epoch 1544 | loss: 0.0310884 | val_loss: 0.0311365 | Time: 1596.08 ms [2021-05-18 18:52:35 main:581] : INFO : Epoch 1545 | loss: 0.0310887 | val_loss: 0.0311354 | Time: 1616.93 ms [2021-05-18 18:52:36 main:581] : INFO : Epoch 1546 | loss: 0.0310908 | val_loss: 0.0311423 | Time: 1624.47 ms [2021-05-18 18:52:38 main:581] : INFO : Epoch 1547 | loss: 0.0310896 | val_loss: 0.0311335 | Time: 1718 ms [2021-05-18 18:52:40 main:581] : INFO : Epoch 1548 | loss: 0.0310873 | val_loss: 0.0311361 | Time: 1727.53 ms [2021-05-18 18:52:42 main:581] : INFO : Epoch 1549 | loss: 0.0310873 | val_loss: 0.0311283 | Time: 1689.18 ms [2021-05-18 18:52:43 main:581] : INFO : Epoch 1550 | loss: 0.0310865 | val_loss: 0.031138 | Time: 1647.76 ms [2021-05-18 18:52:45 main:581] : INFO : Epoch 1551 | loss: 0.0310934 | val_loss: 0.0311383 | Time: 1794.4 ms [2021-05-18 18:52:47 main:581] : INFO : Epoch 1552 | loss: 0.0310935 | val_loss: 0.0311367 | Time: 1615.32 ms [2021-05-18 18:52:48 main:581] : INFO : Epoch 1553 | loss: 0.0310944 | val_loss: 0.0311327 | Time: 1670.82 ms [2021-05-18 18:52:50 main:581] : INFO : Epoch 1554 | loss: 0.0310963 | val_loss: 0.0311368 | Time: 1639.25 ms [2021-05-18 18:52:52 main:581] : INFO : Epoch 1555 | loss: 0.0310998 | val_loss: 0.0311385 | Time: 1669.58 ms [2021-05-18 18:52:53 main:581] : INFO : Epoch 1556 | loss: 0.0310999 | val_loss: 0.0311337 | Time: 1631.56 ms [2021-05-18 18:52:55 main:581] : INFO : Epoch 1557 | loss: 0.031096 | val_loss: 0.0311362 | Time: 1652.51 ms [2021-05-18 18:52:56 main:581] : INFO : Epoch 1558 | loss: 0.0311013 | val_loss: 0.0311384 | Time: 1595.19 ms [2021-05-18 18:52:58 main:581] : INFO : Epoch 1559 | loss: 0.0311019 | val_loss: 0.031138 | Time: 1666.29 ms [2021-05-18 18:53:00 main:581] : INFO : Epoch 1560 | loss: 0.0311001 | val_loss: 0.0311376 | Time: 1778.99 ms [2021-05-18 18:53:02 main:581] : INFO : Epoch 1561 | loss: 0.0310983 | val_loss: 0.0311345 | Time: 1720.48 ms [2021-05-18 18:53:03 main:581] : INFO : Epoch 1562 | loss: 0.0311004 | val_loss: 0.0311405 | Time: 1642.14 ms [2021-05-18 18:53:05 main:581] : INFO : Epoch 1563 | loss: 0.031107 | val_loss: 0.0311392 | Time: 1671.96 ms [2021-05-18 18:53:07 main:581] : INFO : Epoch 1564 | loss: 0.0311078 | val_loss: 0.0311404 | Time: 1744.88 ms [2021-05-18 18:53:08 main:581] : INFO : Epoch 1565 | loss: 0.0311156 | val_loss: 0.0311366 | Time: 1733.12 ms [2021-05-18 18:53:10 main:581] : INFO : Epoch 1566 | loss: 0.0311142 | val_loss: 0.0311393 | Time: 1706.46 ms [2021-05-18 18:53:12 main:581] : INFO : Epoch 1567 | loss: 0.0311117 | val_loss: 0.0311392 | Time: 1683.87 ms [2021-05-18 18:53:13 main:581] : INFO : Epoch 1568 | loss: 0.0311087 | val_loss: 0.0311427 | Time: 1692.1 ms [2021-05-18 18:53:15 main:581] : INFO : Epoch 1569 | loss: 0.0311068 | val_loss: 0.031143 | Time: 1746.41 ms [2021-05-18 18:53:17 main:581] : INFO : Epoch 1570 | loss: 0.031105 | val_loss: 0.0311415 | Time: 1715.58 ms [2021-05-18 18:53:19 main:581] : INFO : Epoch 1571 | loss: 0.031104 | val_loss: 0.0311399 | Time: 1786.81 ms [2021-05-18 18:53:20 main:581] : INFO : Epoch 1572 | loss: 0.0311023 | val_loss: 0.0311427 | Time: 1694.07 ms [2021-05-18 18:53:22 main:581] : INFO : Epoch 1573 | loss: 0.0311002 | val_loss: 0.0311391 | Time: 1772.86 ms [2021-05-18 18:53:24 main:581] : INFO : Epoch 1574 | loss: 0.0310968 | val_loss: 0.0311401 | Time: 1629.65 ms [2021-05-18 18:53:26 main:581] : INFO : Epoch 1575 | loss: 0.0310967 | val_loss: 0.0311365 | Time: 1717.51 ms [2021-05-18 18:53:27 main:581] : INFO : Epoch 1576 | loss: 0.0310946 | val_loss: 0.0311397 | Time: 1648.14 ms [2021-05-18 18:53:29 main:581] : INFO : Epoch 1577 | loss: 0.0310907 | val_loss: 0.0311373 | Time: 1694.14 ms [2021-05-18 18:53:31 main:581] : INFO : Epoch 1578 | loss: 0.0310903 | val_loss: 0.0311357 | Time: 1710.4 ms [2021-05-18 18:53:32 main:581] : INFO : Epoch 1579 | loss: 0.0310961 | val_loss: 0.0311427 | Time: 1702.01 ms [2021-05-18 18:53:34 main:581] : INFO : Epoch 1580 | loss: 0.0310987 | val_loss: 0.0311379 | Time: 1794.09 ms [2021-05-18 18:53:36 main:581] : INFO : Epoch 1581 | loss: 0.0311131 | val_loss: 0.0311389 | Time: 1630.55 ms [2021-05-18 18:53:38 main:581] : INFO : Epoch 1582 | loss: 0.0311024 | val_loss: 0.0311442 | Time: 1817.78 ms [2021-05-18 18:53:39 main:581] : INFO : Epoch 1583 | loss: 0.031096 | val_loss: 0.0311424 | Time: 1647.97 ms [2021-05-18 18:53:41 main:581] : INFO : Epoch 1584 | loss: 0.0311005 | val_loss: 0.0311412 | Time: 1685.79 ms [2021-05-18 18:53:43 main:581] : INFO : Epoch 1585 | loss: 0.0311023 | val_loss: 0.031142 | Time: 1772.52 ms [2021-05-18 18:53:44 main:581] : INFO : Epoch 1586 | loss: 0.0311041 | val_loss: 0.0311379 | Time: 1715.21 ms [2021-05-18 18:53:46 main:581] : INFO : Epoch 1587 | loss: 0.0311056 | val_loss: 0.0311513 | Time: 1733.14 ms [2021-05-18 18:53:48 main:581] : INFO : Epoch 1588 | loss: 0.0310988 | val_loss: 0.0311466 | Time: 1708.09 ms [2021-05-18 18:53:50 main:581] : INFO : Epoch 1589 | loss: 0.0310939 | val_loss: 0.0311447 | Time: 1752.78 ms [2021-05-18 18:53:51 main:581] : INFO : Epoch 1590 | loss: 0.0310924 | val_loss: 0.031146 | Time: 1723.2 ms [2021-05-18 18:53:53 main:581] : INFO : Epoch 1591 | loss: 0.0310911 | val_loss: 0.0311472 | Time: 1663.67 ms [2021-05-18 18:53:55 main:581] : INFO : Epoch 1592 | loss: 0.0310893 | val_loss: 0.0311385 | Time: 1618.05 ms [2021-05-18 18:53:56 main:581] : INFO : Epoch 1593 | loss: 0.0310904 | val_loss: 0.0311403 | Time: 1716.86 ms [2021-05-18 18:53:58 main:581] : INFO : Epoch 1594 | loss: 0.0310886 | val_loss: 0.0311423 | Time: 1730.97 ms [2021-05-18 18:54:00 main:581] : INFO : Epoch 1595 | loss: 0.0310907 | val_loss: 0.0311374 | Time: 1695.42 ms [2021-05-18 18:54:01 main:581] : INFO : Epoch 1596 | loss: 0.0310906 | val_loss: 0.0311393 | Time: 1624.8 ms [2021-05-18 18:54:03 main:581] : INFO : Epoch 1597 | loss: 0.0310893 | val_loss: 0.031138 | Time: 1675.93 ms [2021-05-18 18:54:05 main:581] : INFO : Epoch 1598 | loss: 0.0310888 | val_loss: 0.0311377 | Time: 1602.81 ms [2021-05-18 18:54:06 main:581] : INFO : Epoch 1599 | loss: 0.0310879 | val_loss: 0.0311401 | Time: 1656.12 ms [2021-05-18 18:54:08 main:581] : INFO : Epoch 1600 | loss: 0.0310874 | val_loss: 0.0311429 | Time: 1698.21 ms [2021-05-18 18:54:10 main:581] : INFO : Epoch 1601 | loss: 0.0310873 | val_loss: 0.0311403 | Time: 1632.93 ms [2021-05-18 18:54:11 main:581] : INFO : Epoch 1602 | loss: 0.0310864 | val_loss: 0.0311389 | Time: 1710.17 ms [2021-05-18 18:54:13 main:581] : INFO : Epoch 1603 | loss: 0.0310897 | val_loss: 0.0311384 | Time: 1807.88 ms [2021-05-18 18:54:15 main:581] : INFO : Epoch 1604 | loss: 0.0310888 | val_loss: 0.031138 | Time: 1650.43 ms [2021-05-18 18:54:17 main:581] : INFO : Epoch 1605 | loss: 0.0310892 | val_loss: 0.0311363 | Time: 1770.02 ms [2021-05-18 18:54:18 main:581] : INFO : Epoch 1606 | loss: 0.0310879 | val_loss: 0.0311379 | Time: 1700.37 ms [2021-05-18 18:54:20 main:581] : INFO : Epoch 1607 | loss: 0.031089 | val_loss: 0.0311476 | Time: 1685.51 ms [2021-05-18 18:54:22 main:581] : INFO : Epoch 1608 | loss: 0.0310863 | val_loss: 0.0311416 | Time: 1686.7 ms [2021-05-18 18:54:23 main:581] : INFO : Epoch 1609 | loss: 0.0310881 | val_loss: 0.0311438 | Time: 1649.52 ms [2021-05-18 18:54:25 main:581] : INFO : Epoch 1610 | loss: 0.0310877 | val_loss: 0.0311379 | Time: 1632.57 ms [2021-05-18 18:54:27 main:581] : INFO : Epoch 1611 | loss: 0.0310846 | val_loss: 0.031143 | Time: 1619.14 ms [2021-05-18 18:54:28 main:581] : INFO : Epoch 1612 | loss: 0.0310846 | val_loss: 0.0311392 | Time: 1580.73 ms [2021-05-18 18:54:30 main:581] : INFO : Epoch 1613 | loss: 0.0310847 | val_loss: 0.0311418 | Time: 1631.05 ms [2021-05-18 18:54:31 main:581] : INFO : Epoch 1614 | loss: 0.0310835 | val_loss: 0.0311415 | Time: 1604.07 ms [2021-05-18 18:54:33 main:581] : INFO : Epoch 1615 | loss: 0.0310845 | val_loss: 0.0311373 | Time: 1737.07 ms [2021-05-18 18:54:35 main:581] : INFO : Epoch 1616 | loss: 0.0310854 | val_loss: 0.0311384 | Time: 1682.27 ms [2021-05-18 18:54:36 main:581] : INFO : Epoch 1617 | loss: 0.031083 | val_loss: 0.0311386 | Time: 1743.97 ms [2021-05-18 18:54:38 main:581] : INFO : Epoch 1618 | loss: 0.031092 | val_loss: 0.0311377 | Time: 1687.22 ms [2021-05-18 18:54:40 main:581] : INFO : Epoch 1619 | loss: 0.0310886 | val_loss: 0.0311407 | Time: 1669.68 ms [2021-05-18 18:54:42 main:581] : INFO : Epoch 1620 | loss: 0.0310892 | val_loss: 0.0311392 | Time: 1654.36 ms [2021-05-18 18:54:43 main:581] : INFO : Epoch 1621 | loss: 0.0310884 | val_loss: 0.0311368 | Time: 1604.55 ms [2021-05-18 18:54:45 main:581] : INFO : Epoch 1622 | loss: 0.0310873 | val_loss: 0.0311383 | Time: 1686.86 ms [2021-05-18 18:54:46 main:581] : INFO : Epoch 1623 | loss: 0.0310851 | val_loss: 0.0311365 | Time: 1690.46 ms [2021-05-18 18:54:48 main:581] : INFO : Epoch 1624 | loss: 0.0310859 | val_loss: 0.0311382 | Time: 1795.13 ms [2021-05-18 18:54:50 main:581] : INFO : Epoch 1625 | loss: 0.0310899 | val_loss: 0.0311321 | Time: 1741.66 ms [2021-05-18 18:54:52 main:581] : INFO : Epoch 1626 | loss: 0.0310855 | val_loss: 0.0311346 | Time: 1703.47 ms [2021-05-18 18:54:53 main:581] : INFO : Epoch 1627 | loss: 0.0310882 | val_loss: 0.0311312 | Time: 1746.89 ms [2021-05-18 18:54:55 main:581] : INFO : Epoch 1628 | loss: 0.0310855 | val_loss: 0.0311372 | Time: 1801.63 ms [2021-05-18 18:54:57 main:581] : INFO : Epoch 1629 | loss: 0.0310851 | val_loss: 0.0311363 | Time: 1740.13 ms [2021-05-18 18:54:59 main:581] : INFO : Epoch 1630 | loss: 0.0310852 | val_loss: 0.031138 | Time: 1655.43 ms [2021-05-18 18:55:00 main:581] : INFO : Epoch 1631 | loss: 0.0310822 | val_loss: 0.0311337 | Time: 1673.09 ms [2021-05-18 18:55:02 main:581] : INFO : Epoch 1632 | loss: 0.0310819 | val_loss: 0.031138 | Time: 1626.24 ms [2021-05-18 18:55:04 main:581] : INFO : Epoch 1633 | loss: 0.0310843 | val_loss: 0.0311449 | Time: 1694.1 ms [2021-05-18 18:55:05 main:581] : INFO : Epoch 1634 | loss: 0.0310854 | val_loss: 0.0311394 | Time: 1664.29 ms [2021-05-18 18:55:07 main:581] : INFO : Epoch 1635 | loss: 0.031083 | val_loss: 0.0311378 | Time: 1645.36 ms [2021-05-18 18:55:09 main:581] : INFO : Epoch 1636 | loss: 0.0310808 | val_loss: 0.0311401 | Time: 1802.72 ms [2021-05-18 18:55:11 main:581] : INFO : Epoch 1637 | loss: 0.0310915 | val_loss: 0.0311362 | Time: 1735.73 ms [2021-05-18 18:55:12 main:581] : INFO : Epoch 1638 | loss: 0.0310951 | val_loss: 0.0311433 | Time: 1787.67 ms [2021-05-18 18:55:14 main:581] : INFO : Epoch 1639 | loss: 0.0310978 | val_loss: 0.0311362 | Time: 1691.48 ms [2021-05-18 18:55:16 main:581] : INFO : Epoch 1640 | loss: 0.0310969 | val_loss: 0.0311337 | Time: 1639.32 ms [2021-05-18 18:55:17 main:581] : INFO : Epoch 1641 | loss: 0.0310898 | val_loss: 0.0311421 | Time: 1728.89 ms [2021-05-18 18:55:19 main:581] : INFO : Epoch 1642 | loss: 0.0310866 | val_loss: 0.031139 | Time: 1699.32 ms [2021-05-18 18:55:21 main:581] : INFO : Epoch 1643 | loss: 0.0310883 | val_loss: 0.0311426 | Time: 1682.26 ms [2021-05-18 18:55:23 main:581] : INFO : Epoch 1644 | loss: 0.0310875 | val_loss: 0.0311483 | Time: 1777.1 ms [2021-05-18 18:55:24 main:581] : INFO : Epoch 1645 | loss: 0.0310917 | val_loss: 0.031141 | Time: 1679.95 ms [2021-05-18 18:55:26 main:581] : INFO : Epoch 1646 | loss: 0.0310914 | val_loss: 0.0311401 | Time: 1781.06 ms [2021-05-18 18:55:28 main:581] : INFO : Epoch 1647 | loss: 0.0310962 | val_loss: 0.0311518 | Time: 1774.87 ms [2021-05-18 18:55:30 main:581] : INFO : Epoch 1648 | loss: 0.0311059 | val_loss: 0.0311421 | Time: 1841.5 ms [2021-05-18 18:55:31 main:581] : INFO : Epoch 1649 | loss: 0.0310927 | val_loss: 0.0311433 | Time: 1713.71 ms [2021-05-18 18:55:33 main:581] : INFO : Epoch 1650 | loss: 0.0310912 | val_loss: 0.031141 | Time: 1813.36 ms [2021-05-18 18:55:35 main:581] : INFO : Epoch 1651 | loss: 0.0310862 | val_loss: 0.0311429 | Time: 1643.38 ms [2021-05-18 18:55:36 main:581] : INFO : Epoch 1652 | loss: 0.0310846 | val_loss: 0.0311419 | Time: 1690.1 ms [2021-05-18 18:55:38 main:581] : INFO : Epoch 1653 | loss: 0.0310835 | val_loss: 0.0311378 | Time: 1692.54 ms [2021-05-18 18:55:40 main:581] : INFO : Epoch 1654 | loss: 0.0310835 | val_loss: 0.0311339 | Time: 1719.09 ms [2021-05-18 18:55:42 main:581] : INFO : Epoch 1655 | loss: 0.0310836 | val_loss: 0.0311351 | Time: 1685.46 ms [2021-05-18 18:55:43 main:581] : INFO : Epoch 1656 | loss: 0.0310833 | val_loss: 0.0311344 | Time: 1764.52 ms [2021-05-18 18:55:45 main:581] : INFO : Epoch 1657 | loss: 0.0310817 | val_loss: 0.0311349 | Time: 1724.32 ms [2021-05-18 18:55:47 main:581] : INFO : Epoch 1658 | loss: 0.0310796 | val_loss: 0.0311369 | Time: 1667.21 ms [2021-05-18 18:55:48 main:581] : INFO : Epoch 1659 | loss: 0.0310805 | val_loss: 0.0311369 | Time: 1598.13 ms [2021-05-18 18:55:50 main:581] : INFO : Epoch 1660 | loss: 0.0310807 | val_loss: 0.031143 | Time: 1624.05 ms [2021-05-18 18:55:52 main:581] : INFO : Epoch 1661 | loss: 0.0310797 | val_loss: 0.0311462 | Time: 1721.06 ms [2021-05-18 18:55:53 main:581] : INFO : Epoch 1662 | loss: 0.0310806 | val_loss: 0.0311377 | Time: 1671.02 ms [2021-05-18 18:55:55 main:581] : INFO : Epoch 1663 | loss: 0.0310801 | val_loss: 0.0311406 | Time: 1743.9 ms [2021-05-18 18:55:57 main:581] : INFO : Epoch 1664 | loss: 0.0310876 | val_loss: 0.0311423 | Time: 1684.84 ms [2021-05-18 18:55:58 main:581] : INFO : Epoch 1665 | loss: 0.0310879 | val_loss: 0.0311375 | Time: 1652.1 ms [2021-05-18 18:56:00 main:581] : INFO : Epoch 1666 | loss: 0.0310884 | val_loss: 0.0311372 | Time: 1642.75 ms [2021-05-18 18:56:02 main:581] : INFO : Epoch 1667 | loss: 0.0310917 | val_loss: 0.0311367 | Time: 1619.62 ms [2021-05-18 18:56:03 main:581] : INFO : Epoch 1668 | loss: 0.0310976 | val_loss: 0.0311342 | Time: 1722.54 ms [2021-05-18 18:56:05 main:581] : INFO : Epoch 1669 | loss: 0.0310955 | val_loss: 0.031145 | Time: 1619.91 ms [2021-05-18 18:56:07 main:581] : INFO : Epoch 1670 | loss: 0.0311104 | val_loss: 0.0311464 | Time: 1618.76 ms [2021-05-18 18:56:08 main:581] : INFO : Epoch 1671 | loss: 0.0311094 | val_loss: 0.0311415 | Time: 1741.69 ms [2021-05-18 18:56:10 main:581] : INFO : Epoch 1672 | loss: 0.0311086 | val_loss: 0.0311438 | Time: 1691.87 ms [2021-05-18 18:56:12 main:581] : INFO : Epoch 1673 | loss: 0.0311146 | val_loss: 0.0311425 | Time: 1722.33 ms [2021-05-18 18:56:14 main:581] : INFO : Epoch 1674 | loss: 0.0311394 | val_loss: 0.03114 | Time: 1728.57 ms [2021-05-18 18:56:15 main:581] : INFO : Epoch 1675 | loss: 0.0311347 | val_loss: 0.031138 | Time: 1713.4 ms [2021-05-18 18:56:17 main:581] : INFO : Epoch 1676 | loss: 0.031128 | val_loss: 0.0311393 | Time: 1759.39 ms [2021-05-18 18:56:19 main:581] : INFO : Epoch 1677 | loss: 0.0311221 | val_loss: 0.0311359 | Time: 1675.52 ms [2021-05-18 18:56:20 main:581] : INFO : Epoch 1678 | loss: 0.0311224 | val_loss: 0.0311357 | Time: 1661.2 ms [2021-05-18 18:56:22 main:581] : INFO : Epoch 1679 | loss: 0.0311181 | val_loss: 0.0311331 | Time: 1720.51 ms [2021-05-18 18:56:24 main:581] : INFO : Epoch 1680 | loss: 0.031114 | val_loss: 0.0311295 | Time: 1808.45 ms [2021-05-18 18:56:26 main:581] : INFO : Epoch 1681 | loss: 0.0311132 | val_loss: 0.0311317 | Time: 1638.85 ms [2021-05-18 18:56:27 main:581] : INFO : Epoch 1682 | loss: 0.0311148 | val_loss: 0.031134 | Time: 1680.51 ms [2021-05-18 18:56:29 main:581] : INFO : Epoch 1683 | loss: 0.0311219 | val_loss: 0.0311311 | Time: 1756.22 ms [2021-05-18 18:56:31 main:581] : INFO : Epoch 1684 | loss: 0.0311212 | val_loss: 0.0311404 | Time: 1720.56 ms [2021-05-18 18:56:32 main:581] : INFO : Epoch 1685 | loss: 0.0311203 | val_loss: 0.0311356 | Time: 1726.54 ms [2021-05-18 18:56:34 main:581] : INFO : Epoch 1686 | loss: 0.031117 | val_loss: 0.0311361 | Time: 1694.71 ms [2021-05-18 18:56:36 main:581] : INFO : Epoch 1687 | loss: 0.0311145 | val_loss: 0.0311349 | Time: 1758.87 ms [2021-05-18 18:56:38 main:581] : INFO : Epoch 1688 | loss: 0.0311129 | val_loss: 0.0311401 | Time: 1654.02 ms [2021-05-18 18:56:39 main:581] : INFO : Epoch 1689 | loss: 0.0311123 | val_loss: 0.0311347 | Time: 1690.64 ms [2021-05-18 18:56:41 main:581] : INFO : Epoch 1690 | loss: 0.0311099 | val_loss: 0.0311377 | Time: 1663.7 ms [2021-05-18 18:56:42 main:581] : INFO : Epoch 1691 | loss: 0.0311083 | val_loss: 0.0311372 | Time: 1631.51 ms [2021-05-18 18:56:44 main:581] : INFO : Epoch 1692 | loss: 0.0311096 | val_loss: 0.0311379 | Time: 1641.37 ms [2021-05-18 18:56:46 main:581] : INFO : Epoch 1693 | loss: 0.031106 | val_loss: 0.0311335 | Time: 1657.42 ms [2021-05-18 18:56:47 main:581] : INFO : Epoch 1694 | loss: 0.0311046 | val_loss: 0.0311322 | Time: 1690.32 ms [2021-05-18 18:56:49 main:581] : INFO : Epoch 1695 | loss: 0.031104 | val_loss: 0.0311342 | Time: 1747.51 ms [2021-05-18 18:56:51 main:581] : INFO : Epoch 1696 | loss: 0.0311033 | val_loss: 0.0311341 | Time: 1754.12 ms [2021-05-18 18:56:53 main:581] : INFO : Epoch 1697 | loss: 0.0311038 | val_loss: 0.0311437 | Time: 1777.76 ms [2021-05-18 18:56:55 main:581] : INFO : Epoch 1698 | loss: 0.0311079 | val_loss: 0.0311362 | Time: 1784.87 ms [2021-05-18 18:56:56 main:581] : INFO : Epoch 1699 | loss: 0.0311152 | val_loss: 0.0311351 | Time: 1634.03 ms [2021-05-18 18:56:58 main:581] : INFO : Epoch 1700 | loss: 0.0311151 | val_loss: 0.0311329 | Time: 1656.35 ms [2021-05-18 18:57:00 main:581] : INFO : Epoch 1701 | loss: 0.0311121 | val_loss: 0.0311328 | Time: 1684.37 ms [2021-05-18 18:57:01 main:581] : INFO : Epoch 1702 | loss: 0.0311057 | val_loss: 0.0311323 | Time: 1813.22 ms [2021-05-18 18:57:03 main:581] : INFO : Epoch 1703 | loss: 0.031106 | val_loss: 0.0311309 | Time: 1699.33 ms [2021-05-18 18:57:05 main:581] : INFO : Epoch 1704 | loss: 0.0311043 | val_loss: 0.0311322 | Time: 1673.19 ms [2021-05-18 18:57:07 main:581] : INFO : Epoch 1705 | loss: 0.0311061 | val_loss: 0.0311286 | Time: 1794.65 ms [2021-05-18 18:57:08 main:581] : INFO : Epoch 1706 | loss: 0.0311053 | val_loss: 0.0311314 | Time: 1767.39 ms [2021-05-18 18:57:10 main:581] : INFO : Epoch 1707 | loss: 0.0311075 | val_loss: 0.0311317 | Time: 1748.73 ms [2021-05-18 18:57:12 main:581] : INFO : Epoch 1708 | loss: 0.0311097 | val_loss: 0.0311288 | Time: 1821.42 ms [2021-05-18 18:57:14 main:581] : INFO : Epoch 1709 | loss: 0.0311085 | val_loss: 0.0311283 | Time: 1771.33 ms [2021-05-18 18:57:15 main:581] : INFO : Epoch 1710 | loss: 0.0311066 | val_loss: 0.0311313 | Time: 1730.59 ms [2021-05-18 18:57:17 main:581] : INFO : Epoch 1711 | loss: 0.0311074 | val_loss: 0.0311296 | Time: 1751.16 ms [2021-05-18 18:57:19 main:581] : INFO : Epoch 1712 | loss: 0.0311053 | val_loss: 0.031132 | Time: 1738.73 ms [2021-05-18 18:57:20 main:581] : INFO : Epoch 1713 | loss: 0.0311111 | val_loss: 0.0311294 | Time: 1645.48 ms [2021-05-18 18:57:22 main:581] : INFO : Epoch 1714 | loss: 0.0311136 | val_loss: 0.0311346 | Time: 1652.65 ms [2021-05-18 18:57:24 main:581] : INFO : Epoch 1715 | loss: 0.0311148 | val_loss: 0.0311319 | Time: 1701.37 ms [2021-05-18 18:57:26 main:581] : INFO : Epoch 1716 | loss: 0.0311148 | val_loss: 0.0311298 | Time: 1792.33 ms [2021-05-18 18:57:27 main:581] : INFO : Epoch 1717 | loss: 0.0311138 | val_loss: 0.031131 | Time: 1724.78 ms [2021-05-18 18:57:29 main:581] : INFO : Epoch 1718 | loss: 0.0311103 | val_loss: 0.0311308 | Time: 1798.85 ms [2021-05-18 18:57:31 main:581] : INFO : Epoch 1719 | loss: 0.0311076 | val_loss: 0.0311261 | Time: 1754.8 ms [2021-05-18 18:57:33 main:581] : INFO : Epoch 1720 | loss: 0.0311057 | val_loss: 0.0311261 | Time: 1693.97 ms [2021-05-18 18:57:34 main:581] : INFO : Epoch 1721 | loss: 0.0311078 | val_loss: 0.0311303 | Time: 1656.82 ms [2021-05-18 18:57:36 main:581] : INFO : Epoch 1722 | loss: 0.0311056 | val_loss: 0.0311303 | Time: 1673.4 ms [2021-05-18 18:57:38 main:581] : INFO : Epoch 1723 | loss: 0.0311049 | val_loss: 0.0311333 | Time: 1747.53 ms [2021-05-18 18:57:39 main:581] : INFO : Epoch 1724 | loss: 0.0311042 | val_loss: 0.031133 | Time: 1667.51 ms [2021-05-18 18:57:41 main:581] : INFO : Epoch 1725 | loss: 0.0311034 | val_loss: 0.0311265 | Time: 1672.83 ms [2021-05-18 18:57:43 main:581] : INFO : Epoch 1726 | loss: 0.0311149 | val_loss: 0.0311305 | Time: 1659.02 ms [2021-05-18 18:57:44 main:581] : INFO : Epoch 1727 | loss: 0.0311172 | val_loss: 0.0311255 | Time: 1703.4 ms [2021-05-18 18:57:46 main:581] : INFO : Epoch 1728 | loss: 0.0311125 | val_loss: 0.0311261 | Time: 1683.26 ms [2021-05-18 18:57:48 main:581] : INFO : Epoch 1729 | loss: 0.0311089 | val_loss: 0.0311324 | Time: 1691.65 ms [2021-05-18 18:57:50 main:581] : INFO : Epoch 1730 | loss: 0.0311113 | val_loss: 0.0311284 | Time: 1758.76 ms [2021-05-18 18:57:51 main:581] : INFO : Epoch 1731 | loss: 0.0311107 | val_loss: 0.0311381 | Time: 1685.22 ms [2021-05-18 18:57:53 main:581] : INFO : Epoch 1732 | loss: 0.0311532 | val_loss: 0.0311597 | Time: 1695.78 ms [2021-05-18 18:57:55 main:581] : INFO : Epoch 1733 | loss: 0.0311482 | val_loss: 0.031142 | Time: 1699.55 ms [2021-05-18 18:57:56 main:581] : INFO : Epoch 1734 | loss: 0.0311322 | val_loss: 0.0311337 | Time: 1651.15 ms [2021-05-18 18:57:58 main:581] : INFO : Epoch 1735 | loss: 0.0311275 | val_loss: 0.0311339 | Time: 1701.91 ms [2021-05-18 18:58:00 main:581] : INFO : Epoch 1736 | loss: 0.0311236 | val_loss: 0.0311349 | Time: 1637.05 ms [2021-05-18 18:58:01 main:581] : INFO : Epoch 1737 | loss: 0.0311218 | val_loss: 0.0311316 | Time: 1663.68 ms [2021-05-18 18:58:03 main:581] : INFO : Epoch 1738 | loss: 0.0311194 | val_loss: 0.0311308 | Time: 1634.08 ms [2021-05-18 18:58:05 main:581] : INFO : Epoch 1739 | loss: 0.0311181 | val_loss: 0.0311324 | Time: 1787.32 ms [2021-05-18 18:58:06 main:581] : INFO : Epoch 1740 | loss: 0.0311181 | val_loss: 0.0311338 | Time: 1739.8 ms [2021-05-18 18:58:08 main:581] : INFO : Epoch 1741 | loss: 0.0311177 | val_loss: 0.031132 | Time: 1687.46 ms [2021-05-18 18:58:10 main:581] : INFO : Epoch 1742 | loss: 0.0311142 | val_loss: 0.0311296 | Time: 1737.86 ms [2021-05-18 18:58:12 main:581] : INFO : Epoch 1743 | loss: 0.0311129 | val_loss: 0.0311305 | Time: 1667.8 ms [2021-05-18 18:58:13 main:581] : INFO : Epoch 1744 | loss: 0.0311146 | val_loss: 0.0311291 | Time: 1736.39 ms [2021-05-18 18:58:15 main:581] : INFO : Epoch 1745 | loss: 0.0311115 | val_loss: 0.0311315 | Time: 1780.74 ms [2021-05-18 18:58:17 main:581] : INFO : Epoch 1746 | loss: 0.0311122 | val_loss: 0.0311316 | Time: 1685.89 ms [2021-05-18 18:58:18 main:581] : INFO : Epoch 1747 | loss: 0.03111 | val_loss: 0.0311294 | Time: 1739.18 ms [2021-05-18 18:58:20 main:581] : INFO : Epoch 1748 | loss: 0.0311104 | val_loss: 0.0311302 | Time: 1803.68 ms [2021-05-18 18:58:22 main:581] : INFO : Epoch 1749 | loss: 0.0311089 | val_loss: 0.0311275 | Time: 1605.56 ms [2021-05-18 18:58:24 main:581] : INFO : Epoch 1750 | loss: 0.0311083 | val_loss: 0.0311274 | Time: 1722.58 ms [2021-05-18 18:58:25 main:581] : INFO : Epoch 1751 | loss: 0.0311086 | val_loss: 0.0311301 | Time: 1661 ms [2021-05-18 18:58:27 main:581] : INFO : Epoch 1752 | loss: 0.0311085 | val_loss: 0.0311297 | Time: 1692.92 ms [2021-05-18 18:58:29 main:581] : INFO : Epoch 1753 | loss: 0.0311097 | val_loss: 0.0311295 | Time: 1654.4 ms [2021-05-18 18:58:30 main:581] : INFO : Epoch 1754 | loss: 0.031111 | val_loss: 0.0311309 | Time: 1709.66 ms [2021-05-18 18:58:32 main:581] : INFO : Epoch 1755 | loss: 0.0311118 | val_loss: 0.0311317 | Time: 1718.82 ms [2021-05-18 18:58:34 main:581] : INFO : Epoch 1756 | loss: 0.0311104 | val_loss: 0.0311337 | Time: 1680.58 ms [2021-05-18 18:58:35 main:581] : INFO : Epoch 1757 | loss: 0.031111 | val_loss: 0.031132 | Time: 1702.78 ms [2021-05-18 18:58:37 main:581] : INFO : Epoch 1758 | loss: 0.0311082 | val_loss: 0.0311296 | Time: 1677.18 ms [2021-05-18 18:58:39 main:581] : INFO : Epoch 1759 | loss: 0.0311069 | val_loss: 0.0311289 | Time: 1680.42 ms [2021-05-18 18:58:41 main:581] : INFO : Epoch 1760 | loss: 0.0311055 | val_loss: 0.0311293 | Time: 1735.34 ms [2021-05-18 18:58:42 main:581] : INFO : Epoch 1761 | loss: 0.0311038 | val_loss: 0.0311323 | Time: 1622.78 ms [2021-05-18 18:58:44 main:581] : INFO : Epoch 1762 | loss: 0.0311039 | val_loss: 0.031137 | Time: 1621.66 ms [2021-05-18 18:58:45 main:581] : INFO : Epoch 1763 | loss: 0.0311076 | val_loss: 0.0311386 | Time: 1654.34 ms [2021-05-18 18:58:47 main:581] : INFO : Epoch 1764 | loss: 0.0311081 | val_loss: 0.0311301 | Time: 1744.81 ms [2021-05-18 18:58:49 main:581] : INFO : Epoch 1765 | loss: 0.0311055 | val_loss: 0.0311317 | Time: 1759.74 ms [2021-05-18 18:58:51 main:581] : INFO : Epoch 1766 | loss: 0.0311121 | val_loss: 0.0311305 | Time: 1715.79 ms [2021-05-18 18:58:52 main:581] : INFO : Epoch 1767 | loss: 0.0311115 | val_loss: 0.0311326 | Time: 1694.27 ms [2021-05-18 18:58:54 main:581] : INFO : Epoch 1768 | loss: 0.0311084 | val_loss: 0.0311322 | Time: 1651.34 ms [2021-05-18 18:58:56 main:581] : INFO : Epoch 1769 | loss: 0.0311087 | val_loss: 0.0311306 | Time: 1695.51 ms [2021-05-18 18:58:57 main:581] : INFO : Epoch 1770 | loss: 0.0311094 | val_loss: 0.0311341 | Time: 1692.85 ms [2021-05-18 18:58:59 main:581] : INFO : Epoch 1771 | loss: 0.0311102 | val_loss: 0.0311385 | Time: 1755.82 ms [2021-05-18 18:59:01 main:581] : INFO : Epoch 1772 | loss: 0.0311121 | val_loss: 0.0311337 | Time: 1683.06 ms [2021-05-18 18:59:03 main:581] : INFO : Epoch 1773 | loss: 0.0311098 | val_loss: 0.03113 | Time: 1783.11 ms [2021-05-18 18:59:04 main:581] : INFO : Epoch 1774 | loss: 0.0311098 | val_loss: 0.0311252 | Time: 1637.31 ms [2021-05-18 18:59:06 main:581] : INFO : Epoch 1775 | loss: 0.031109 | val_loss: 0.0311297 | Time: 1671.51 ms [2021-05-18 18:59:07 main:581] : INFO : Epoch 1776 | loss: 0.0311064 | val_loss: 0.031127 | Time: 1597.93 ms [2021-05-18 18:59:09 main:581] : INFO : Epoch 1777 | loss: 0.0311053 | val_loss: 0.0311251 | Time: 1646.5 ms [2021-05-18 18:59:11 main:581] : INFO : Epoch 1778 | loss: 0.0311048 | val_loss: 0.0311259 | Time: 1654.94 ms [2021-05-18 18:59:12 main:581] : INFO : Epoch 1779 | loss: 0.0311021 | val_loss: 0.031125 | Time: 1677.48 ms [2021-05-18 18:59:14 main:581] : INFO : Epoch 1780 | loss: 0.0311014 | val_loss: 0.0311271 | Time: 1666.41 ms [2021-05-18 18:59:16 main:581] : INFO : Epoch 1781 | loss: 0.0310999 | val_loss: 0.0311289 | Time: 1602.62 ms [2021-05-18 18:59:18 main:581] : INFO : Epoch 1782 | loss: 0.0310991 | val_loss: 0.0311288 | Time: 1806.71 ms [2021-05-18 18:59:19 main:581] : INFO : Epoch 1783 | loss: 0.0311034 | val_loss: 0.0311308 | Time: 1685.34 ms [2021-05-18 18:59:21 main:581] : INFO : Epoch 1784 | loss: 0.0311093 | val_loss: 0.0311302 | Time: 1657.91 ms [2021-05-18 18:59:23 main:581] : INFO : Epoch 1785 | loss: 0.0311052 | val_loss: 0.0311325 | Time: 1621.09 ms [2021-05-18 18:59:24 main:581] : INFO : Epoch 1786 | loss: 0.0311038 | val_loss: 0.0311296 | Time: 1620.49 ms [2021-05-18 18:59:26 main:581] : INFO : Epoch 1787 | loss: 0.0310996 | val_loss: 0.0311287 | Time: 1616.76 ms [2021-05-18 18:59:27 main:581] : INFO : Epoch 1788 | loss: 0.0311 | val_loss: 0.0311374 | Time: 1661.07 ms [2021-05-18 18:59:29 main:581] : INFO : Epoch 1789 | loss: 0.0311006 | val_loss: 0.0311339 | Time: 1661 ms [2021-05-18 18:59:31 main:581] : INFO : Epoch 1790 | loss: 0.0311051 | val_loss: 0.0311316 | Time: 1618.4 ms [2021-05-18 18:59:32 main:581] : INFO : Epoch 1791 | loss: 0.031104 | val_loss: 0.0311339 | Time: 1653.56 ms [2021-05-18 18:59:34 main:581] : INFO : Epoch 1792 | loss: 0.0311042 | val_loss: 0.0311295 | Time: 1670.27 ms [2021-05-18 18:59:36 main:581] : INFO : Epoch 1793 | loss: 0.031103 | val_loss: 0.0311288 | Time: 1677.03 ms [2021-05-18 18:59:37 main:581] : INFO : Epoch 1794 | loss: 0.0311013 | val_loss: 0.0311286 | Time: 1675.48 ms [2021-05-18 18:59:39 main:581] : INFO : Epoch 1795 | loss: 0.0311054 | val_loss: 0.0311328 | Time: 1645.34 ms [2021-05-18 18:59:41 main:581] : INFO : Epoch 1796 | loss: 0.0311024 | val_loss: 0.0311292 | Time: 1645.11 ms [2021-05-18 18:59:42 main:581] : INFO : Epoch 1797 | loss: 0.0311012 | val_loss: 0.0311245 | Time: 1738.1 ms [2021-05-18 18:59:44 main:581] : INFO : Epoch 1798 | loss: 0.0311017 | val_loss: 0.0311304 | Time: 1686.57 ms [2021-05-18 18:59:46 main:581] : INFO : Epoch 1799 | loss: 0.0311002 | val_loss: 0.0311284 | Time: 1734.2 ms [2021-05-18 18:59:47 main:581] : INFO : Epoch 1800 | loss: 0.0310997 | val_loss: 0.0311304 | Time: 1648.98 ms [2021-05-18 18:59:49 main:581] : INFO : Epoch 1801 | loss: 0.0311035 | val_loss: 0.0311254 | Time: 1702.73 ms [2021-05-18 18:59:51 main:581] : INFO : Epoch 1802 | loss: 0.0311028 | val_loss: 0.0311264 | Time: 1674.23 ms [2021-05-18 18:59:53 main:581] : INFO : Epoch 1803 | loss: 0.0311014 | val_loss: 0.0311312 | Time: 1721.35 ms [2021-05-18 18:59:54 main:581] : INFO : Epoch 1804 | loss: 0.031106 | val_loss: 0.0311304 | Time: 1691.22 ms [2021-05-18 18:59:56 main:581] : INFO : Epoch 1805 | loss: 0.0311037 | val_loss: 0.0311297 | Time: 1699.62 ms [2021-05-18 18:59:58 main:581] : INFO : Epoch 1806 | loss: 0.0311014 | val_loss: 0.0311234 | Time: 1596.01 ms [2021-05-18 18:59:59 main:581] : INFO : Epoch 1807 | loss: 0.0310991 | val_loss: 0.031125 | Time: 1648.98 ms [2021-05-18 19:00:01 main:581] : INFO : Epoch 1808 | loss: 0.0310986 | val_loss: 0.0311261 | Time: 1682.03 ms [2021-05-18 19:00:03 main:581] : INFO : Epoch 1809 | loss: 0.0310996 | val_loss: 0.0311239 | Time: 1670.44 ms [2021-05-18 19:00:04 main:581] : INFO : Epoch 1810 | loss: 0.0311039 | val_loss: 0.0311419 | Time: 1648.5 ms [2021-05-18 19:00:06 main:581] : INFO : Epoch 1811 | loss: 0.0311143 | val_loss: 0.0311316 | Time: 1708.44 ms [2021-05-18 19:00:08 main:581] : INFO : Epoch 1812 | loss: 0.031108 | val_loss: 0.0311294 | Time: 1652.05 ms [2021-05-18 19:00:09 main:581] : INFO : Epoch 1813 | loss: 0.0311047 | val_loss: 0.0311262 | Time: 1701.77 ms [2021-05-18 19:00:11 main:581] : INFO : Epoch 1814 | loss: 0.0311047 | val_loss: 0.0311207 | Time: 1694.57 ms [2021-05-18 19:00:13 main:581] : INFO : Epoch 1815 | loss: 0.0311017 | val_loss: 0.0311237 | Time: 1758.77 ms [2021-05-18 19:00:14 main:581] : INFO : Epoch 1816 | loss: 0.0311027 | val_loss: 0.0311267 | Time: 1700.35 ms [2021-05-18 19:00:16 main:581] : INFO : Epoch 1817 | loss: 0.0311022 | val_loss: 0.0311257 | Time: 1734.9 ms [2021-05-18 19:00:18 main:581] : INFO : Epoch 1818 | loss: 0.031098 | val_loss: 0.0311212 | Time: 1607.28 ms [2021-05-18 19:00:20 main:581] : INFO : Epoch 1819 | loss: 0.0310968 | val_loss: 0.0311216 | Time: 1801.85 ms [2021-05-18 19:00:21 main:581] : INFO : Epoch 1820 | loss: 0.0310979 | val_loss: 0.0311214 | Time: 1660.39 ms [2021-05-18 19:00:23 main:581] : INFO : Epoch 1821 | loss: 0.0310967 | val_loss: 0.0311227 | Time: 1836.64 ms [2021-05-18 19:00:25 main:581] : INFO : Epoch 1822 | loss: 0.0310957 | val_loss: 0.031122 | Time: 1874.93 ms [2021-05-18 19:00:27 main:581] : INFO : Epoch 1823 | loss: 0.0310938 | val_loss: 0.0311246 | Time: 1634.99 ms [2021-05-18 19:00:28 main:581] : INFO : Epoch 1824 | loss: 0.0310938 | val_loss: 0.0311285 | Time: 1660.17 ms [2021-05-18 19:00:30 main:581] : INFO : Epoch 1825 | loss: 0.0310954 | val_loss: 0.0311279 | Time: 1608.06 ms [2021-05-18 19:00:32 main:581] : INFO : Epoch 1826 | loss: 0.0310959 | val_loss: 0.0311247 | Time: 1670.22 ms [2021-05-18 19:00:33 main:581] : INFO : Epoch 1827 | loss: 0.0310939 | val_loss: 0.0311267 | Time: 1689.07 ms [2021-05-18 19:00:35 main:581] : INFO : Epoch 1828 | loss: 0.0310983 | val_loss: 0.0311287 | Time: 1648.85 ms [2021-05-18 19:00:37 main:581] : INFO : Epoch 1829 | loss: 0.0310965 | val_loss: 0.0311268 | Time: 1647.76 ms [2021-05-18 19:00:38 main:581] : INFO : Epoch 1830 | loss: 0.0310936 | val_loss: 0.0311257 | Time: 1703.21 ms [2021-05-18 19:00:40 main:581] : INFO : Epoch 1831 | loss: 0.0310995 | val_loss: 0.0311222 | Time: 1783.2 ms [2021-05-18 19:00:42 main:581] : INFO : Epoch 1832 | loss: 0.0311017 | val_loss: 0.0311275 | Time: 1599.88 ms [2021-05-18 19:00:43 main:581] : INFO : Epoch 1833 | loss: 0.0311043 | val_loss: 0.0311253 | Time: 1725.29 ms [2021-05-18 19:00:45 main:581] : INFO : Epoch 1834 | loss: 0.0311047 | val_loss: 0.0311252 | Time: 1619.85 ms [2021-05-18 19:00:47 main:581] : INFO : Epoch 1835 | loss: 0.0311026 | val_loss: 0.0311279 | Time: 1726.96 ms [2021-05-18 19:00:48 main:581] : INFO : Epoch 1836 | loss: 0.0310992 | val_loss: 0.0311259 | Time: 1660.56 ms [2021-05-18 19:00:50 main:581] : INFO : Epoch 1837 | loss: 0.0310985 | val_loss: 0.0311268 | Time: 1680.82 ms [2021-05-18 19:00:52 main:581] : INFO : Epoch 1838 | loss: 0.0311049 | val_loss: 0.0311248 | Time: 1664.79 ms [2021-05-18 19:00:53 main:581] : INFO : Epoch 1839 | loss: 0.0311065 | val_loss: 0.0311263 | Time: 1718.97 ms [2021-05-18 19:00:55 main:581] : INFO : Epoch 1840 | loss: 0.0311066 | val_loss: 0.0311245 | Time: 1727.57 ms [2021-05-18 19:00:57 main:581] : INFO : Epoch 1841 | loss: 0.0311041 | val_loss: 0.0311274 | Time: 1771.97 ms [2021-05-18 19:00:59 main:581] : INFO : Epoch 1842 | loss: 0.0311071 | val_loss: 0.0311273 | Time: 1658.11 ms [2021-05-18 19:01:00 main:581] : INFO : Epoch 1843 | loss: 0.0311049 | val_loss: 0.0311228 | Time: 1721.99 ms [2021-05-18 19:01:02 main:581] : INFO : Epoch 1844 | loss: 0.031104 | val_loss: 0.0311232 | Time: 1802.38 ms [2021-05-18 19:01:04 main:581] : INFO : Epoch 1845 | loss: 0.0311008 | val_loss: 0.0311257 | Time: 1715.77 ms [2021-05-18 19:01:05 main:581] : INFO : Epoch 1846 | loss: 0.0311067 | val_loss: 0.0311305 | Time: 1697.25 ms [2021-05-18 19:01:07 main:581] : INFO : Epoch 1847 | loss: 0.0311018 | val_loss: 0.0311263 | Time: 1815.43 ms [2021-05-18 19:01:09 main:581] : INFO : Epoch 1848 | loss: 0.0311 | val_loss: 0.0311228 | Time: 1722.19 ms [2021-05-18 19:01:11 main:581] : INFO : Epoch 1849 | loss: 0.031098 | val_loss: 0.0311266 | Time: 1651.13 ms [2021-05-18 19:01:12 main:581] : INFO : Epoch 1850 | loss: 0.031097 | val_loss: 0.0311203 | Time: 1736.12 ms [2021-05-18 19:01:14 main:581] : INFO : Epoch 1851 | loss: 0.0310984 | val_loss: 0.0311302 | Time: 1622.28 ms [2021-05-18 19:01:16 main:581] : INFO : Epoch 1852 | loss: 0.0310966 | val_loss: 0.0311221 | Time: 1662.28 ms [2021-05-18 19:01:17 main:581] : INFO : Epoch 1853 | loss: 0.0310965 | val_loss: 0.0311246 | Time: 1690.46 ms [2021-05-18 19:01:19 main:581] : INFO : Epoch 1854 | loss: 0.0310966 | val_loss: 0.0311216 | Time: 1639.2 ms [2021-05-18 19:01:21 main:581] : INFO : Epoch 1855 | loss: 0.0310982 | val_loss: 0.031123 | Time: 1671.62 ms [2021-05-18 19:01:22 main:581] : INFO : Epoch 1856 | loss: 0.031098 | val_loss: 0.0311243 | Time: 1676.57 ms [2021-05-18 19:01:24 main:581] : INFO : Epoch 1857 | loss: 0.0311001 | val_loss: 0.031122 | Time: 1680.16 ms [2021-05-18 19:01:26 main:581] : INFO : Epoch 1858 | loss: 0.031098 | val_loss: 0.0311222 | Time: 1735.77 ms [2021-05-18 19:01:28 main:581] : INFO : Epoch 1859 | loss: 0.0310984 | val_loss: 0.0311237 | Time: 1728.69 ms [2021-05-18 19:01:29 main:581] : INFO : Epoch 1860 | loss: 0.0311198 | val_loss: 0.0311394 | Time: 1656.77 ms [2021-05-18 19:01:31 main:581] : INFO : Epoch 1861 | loss: 0.0311297 | val_loss: 0.031139 | Time: 1619.41 ms [2021-05-18 19:01:32 main:581] : INFO : Epoch 1862 | loss: 0.0311268 | val_loss: 0.0311367 | Time: 1680.21 ms [2021-05-18 19:01:34 main:581] : INFO : Epoch 1863 | loss: 0.0311241 | val_loss: 0.0311324 | Time: 1684.23 ms [2021-05-18 19:01:36 main:581] : INFO : Epoch 1864 | loss: 0.0311206 | val_loss: 0.0311334 | Time: 1745.85 ms [2021-05-18 19:01:38 main:581] : INFO : Epoch 1865 | loss: 0.0311172 | val_loss: 0.0311287 | Time: 1644.91 ms [2021-05-18 19:01:39 main:581] : INFO : Epoch 1866 | loss: 0.0311133 | val_loss: 0.0311261 | Time: 1736.94 ms [2021-05-18 19:01:41 main:581] : INFO : Epoch 1867 | loss: 0.0311115 | val_loss: 0.0311275 | Time: 1758.79 ms [2021-05-18 19:01:43 main:581] : INFO : Epoch 1868 | loss: 0.0311086 | val_loss: 0.0311269 | Time: 1772.29 ms [2021-05-18 19:01:45 main:581] : INFO : Epoch 1869 | loss: 0.031109 | val_loss: 0.0311344 | Time: 1715.41 ms [2021-05-18 19:01:46 main:581] : INFO : Epoch 1870 | loss: 0.0311097 | val_loss: 0.0311284 | Time: 1877.14 ms [2021-05-18 19:01:48 main:581] : INFO : Epoch 1871 | loss: 0.0311074 | val_loss: 0.0311274 | Time: 1786.83 ms [2021-05-18 19:01:50 main:581] : INFO : Epoch 1872 | loss: 0.0311054 | val_loss: 0.0311276 | Time: 1699.66 ms [2021-05-18 19:01:52 main:581] : INFO : Epoch 1873 | loss: 0.0311047 | val_loss: 0.0311256 | Time: 1742.88 ms [2021-05-18 19:01:53 main:581] : INFO : Epoch 1874 | loss: 0.0311105 | val_loss: 0.0311252 | Time: 1607.04 ms [2021-05-18 19:01:55 main:581] : INFO : Epoch 1875 | loss: 0.0311121 | val_loss: 0.031135 | Time: 1589.45 ms [2021-05-18 19:01:57 main:581] : INFO : Epoch 1876 | loss: 0.0311467 | val_loss: 0.0312024 | Time: 1770.37 ms [2021-05-18 19:01:58 main:581] : INFO : Epoch 1877 | loss: 0.0359165 | val_loss: 0.0770177 | Time: 1772.31 ms [2021-05-18 19:02:00 main:581] : INFO : Epoch 1878 | loss: 0.0376942 | val_loss: 0.0335569 | Time: 1815.16 ms [2021-05-18 19:02:02 main:581] : INFO : Epoch 1879 | loss: 0.031815 | val_loss: 0.0313238 | Time: 1718.34 ms [2021-05-18 19:02:04 main:581] : INFO : Epoch 1880 | loss: 0.0312812 | val_loss: 0.031235 | Time: 1612.96 ms [2021-05-18 19:02:05 main:581] : INFO : Epoch 1881 | loss: 0.0312224 | val_loss: 0.0312081 | Time: 1678.16 ms [2021-05-18 19:02:07 main:581] : INFO : Epoch 1882 | loss: 0.0312086 | val_loss: 0.0312031 | Time: 1724.81 ms [2021-05-18 19:02:09 main:581] : INFO : Epoch 1883 | loss: 0.0312007 | val_loss: 0.0311975 | Time: 1795.79 ms [2021-05-18 19:02:10 main:581] : INFO : Epoch 1884 | loss: 0.0311959 | val_loss: 0.0311968 | Time: 1731.16 ms [2021-05-18 19:02:12 main:581] : INFO : Epoch 1885 | loss: 0.0311931 | val_loss: 0.0311923 | Time: 1701.53 ms [2021-05-18 19:02:14 main:581] : INFO : Epoch 1886 | loss: 0.0311911 | val_loss: 0.031191 | Time: 1686.42 ms [2021-05-18 19:02:16 main:581] : INFO : Epoch 1887 | loss: 0.0311898 | val_loss: 0.0311887 | Time: 1839.67 ms [2021-05-18 19:02:17 main:581] : INFO : Epoch 1888 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 1770.28 ms [2021-05-18 19:02:19 main:581] : INFO : Epoch 1889 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 1651.61 ms [2021-05-18 19:02:21 main:581] : INFO : Epoch 1890 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 1636.66 ms [2021-05-18 19:02:22 main:581] : INFO : Epoch 1891 | loss: 0.0311838 | val_loss: 0.031184 | Time: 1657.27 ms [2021-05-18 19:02:24 main:581] : INFO : Epoch 1892 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 1655.21 ms [2021-05-18 19:02:26 main:581] : INFO : Epoch 1893 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 1775.27 ms [2021-05-18 19:02:27 main:581] : INFO : Epoch 1894 | loss: 0.0311793 | val_loss: 0.0311794 | Time: 1642.67 ms [2021-05-18 19:02:29 main:581] : INFO : Epoch 1895 | loss: 0.0311789 | val_loss: 0.0311782 | Time: 1707.67 ms [2021-05-18 19:02:31 main:581] : INFO : Epoch 1896 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 1729.73 ms [2021-05-18 19:02:33 main:581] : INFO : Epoch 1897 | loss: 0.0311768 | val_loss: 0.0311765 | Time: 1837.83 ms [2021-05-18 19:02:34 main:581] : INFO : Epoch 1898 | loss: 0.0311755 | val_loss: 0.0311755 | Time: 1688.24 ms [2021-05-18 19:02:36 main:581] : INFO : Epoch 1899 | loss: 0.0311746 | val_loss: 0.0311741 | Time: 1717.79 ms [2021-05-18 19:02:38 main:581] : INFO : Epoch 1900 | loss: 0.0311736 | val_loss: 0.0311736 | Time: 1783.18 ms [2021-05-18 19:02:40 main:581] : INFO : Epoch 1901 | loss: 0.0311731 | val_loss: 0.0311734 | Time: 1789.8 ms [2021-05-18 19:02:41 main:581] : INFO : Epoch 1902 | loss: 0.0311724 | val_loss: 0.0311718 | Time: 1699.05 ms [2021-05-18 19:02:43 main:581] : INFO : Epoch 1903 | loss: 0.031172 | val_loss: 0.031173 | Time: 1743.46 ms [2021-05-18 19:02:45 main:581] : INFO : Epoch 1904 | loss: 0.0311708 | val_loss: 0.0311704 | Time: 1644.29 ms [2021-05-18 19:02:46 main:581] : INFO : Epoch 1905 | loss: 0.0311704 | val_loss: 0.03117 | Time: 1646.67 ms [2021-05-18 19:02:48 main:581] : INFO : Epoch 1906 | loss: 0.0311697 | val_loss: 0.0311697 | Time: 1717.81 ms [2021-05-18 19:02:50 main:581] : INFO : Epoch 1907 | loss: 0.031171 | val_loss: 0.0311711 | Time: 1916.81 ms [2021-05-18 19:02:52 main:581] : INFO : Epoch 1908 | loss: 0.0311691 | val_loss: 0.0311696 | Time: 1712.14 ms [2021-05-18 19:02:54 main:581] : INFO : Epoch 1909 | loss: 0.0311699 | val_loss: 0.0311692 | Time: 1740.79 ms [2021-05-18 19:02:55 main:581] : INFO : Epoch 1910 | loss: 0.0311694 | val_loss: 0.031168 | Time: 1744.68 ms [2021-05-18 19:02:57 main:581] : INFO : Epoch 1911 | loss: 0.0311683 | val_loss: 0.0311669 | Time: 1800.99 ms [2021-05-18 19:02:59 main:581] : INFO : Epoch 1912 | loss: 0.0311689 | val_loss: 0.0311663 | Time: 1846.1 ms [2021-05-18 19:03:01 main:581] : INFO : Epoch 1913 | loss: 0.0311697 | val_loss: 0.0311693 | Time: 1808.81 ms [2021-05-18 19:03:02 main:581] : INFO : Epoch 1914 | loss: 0.0311666 | val_loss: 0.0311642 | Time: 1703.68 ms [2021-05-18 19:03:04 main:581] : INFO : Epoch 1915 | loss: 0.0311655 | val_loss: 0.0311638 | Time: 1735.72 ms [2021-05-18 19:03:06 main:581] : INFO : Epoch 1916 | loss: 0.0311644 | val_loss: 0.0311623 | Time: 1700.45 ms [2021-05-18 19:03:08 main:581] : INFO : Epoch 1917 | loss: 0.0311635 | val_loss: 0.0311619 | Time: 1586.97 ms [2021-05-18 19:03:09 main:581] : INFO : Epoch 1918 | loss: 0.0311652 | val_loss: 0.0311629 | Time: 1619.99 ms [2021-05-18 19:03:11 main:581] : INFO : Epoch 1919 | loss: 0.0311648 | val_loss: 0.0311627 | Time: 1622.63 ms [2021-05-18 19:03:12 main:581] : INFO : Epoch 1920 | loss: 0.0311641 | val_loss: 0.0311609 | Time: 1598.95 ms [2021-05-18 19:03:14 main:581] : INFO : Epoch 1921 | loss: 0.0311622 | val_loss: 0.0311605 | Time: 1692.7 ms [2021-05-18 19:03:16 main:581] : INFO : Epoch 1922 | loss: 0.0311616 | val_loss: 0.0311608 | Time: 1754.39 ms [2021-05-18 19:03:17 main:581] : INFO : Epoch 1923 | loss: 0.031162 | val_loss: 0.0311629 | Time: 1675.93 ms [2021-05-18 19:03:19 main:581] : INFO : Epoch 1924 | loss: 0.0311611 | val_loss: 0.0311594 | Time: 1613.68 ms [2021-05-18 19:03:21 main:581] : INFO : Epoch 1925 | loss: 0.0311623 | val_loss: 0.0311629 | Time: 1607.43 ms [2021-05-18 19:03:22 main:581] : INFO : Epoch 1926 | loss: 0.0311646 | val_loss: 0.0311614 | Time: 1698.56 ms [2021-05-18 19:03:24 main:581] : INFO : Epoch 1927 | loss: 0.0311629 | val_loss: 0.0311596 | Time: 1849 ms [2021-05-18 19:03:26 main:581] : INFO : Epoch 1928 | loss: 0.0311617 | val_loss: 0.0311587 | Time: 1805.76 ms [2021-05-18 19:03:28 main:581] : INFO : Epoch 1929 | loss: 0.0311621 | val_loss: 0.0311576 | Time: 1596.96 ms [2021-05-18 19:03:29 main:581] : INFO : Epoch 1930 | loss: 0.03116 | val_loss: 0.0311566 | Time: 1657.58 ms [2021-05-18 19:03:31 main:581] : INFO : Epoch 1931 | loss: 0.0311591 | val_loss: 0.0311559 | Time: 1773.55 ms [2021-05-18 19:03:33 main:581] : INFO : Epoch 1932 | loss: 0.0311571 | val_loss: 0.0311546 | Time: 1822.08 ms [2021-05-18 19:03:35 main:581] : INFO : Epoch 1933 | loss: 0.0311568 | val_loss: 0.0311543 | Time: 1845 ms [2021-05-18 19:03:36 main:581] : INFO : Epoch 1934 | loss: 0.0311562 | val_loss: 0.0311546 | Time: 1642.77 ms [2021-05-18 19:03:38 main:581] : INFO : Epoch 1935 | loss: 0.0311555 | val_loss: 0.0311529 | Time: 1757.46 ms [2021-05-18 19:03:40 main:581] : INFO : Epoch 1936 | loss: 0.031155 | val_loss: 0.0311558 | Time: 1686.68 ms [2021-05-18 19:03:42 main:581] : INFO : Epoch 1937 | loss: 0.0311549 | val_loss: 0.0311528 | Time: 1820.42 ms [2021-05-18 19:03:43 main:581] : INFO : Epoch 1938 | loss: 0.0311539 | val_loss: 0.0311512 | Time: 1769.76 ms [2021-05-18 19:03:45 main:581] : INFO : Epoch 1939 | loss: 0.0311532 | val_loss: 0.0311542 | Time: 1738.11 ms [2021-05-18 19:03:47 main:581] : INFO : Epoch 1940 | loss: 0.0311525 | val_loss: 0.031152 | Time: 1796.37 ms [2021-05-18 19:03:49 main:581] : INFO : Epoch 1941 | loss: 0.0311525 | val_loss: 0.0311519 | Time: 1747.83 ms [2021-05-18 19:03:50 main:581] : INFO : Epoch 1942 | loss: 0.0311517 | val_loss: 0.031151 | Time: 1634.29 ms [2021-05-18 19:03:52 main:581] : INFO : Epoch 1943 | loss: 0.0311503 | val_loss: 0.0311517 | Time: 1630.27 ms [2021-05-18 19:03:54 main:581] : INFO : Epoch 1944 | loss: 0.0311506 | val_loss: 0.0311501 | Time: 1609.61 ms [2021-05-18 19:03:55 main:581] : INFO : Epoch 1945 | loss: 0.0311495 | val_loss: 0.0311495 | Time: 1762.37 ms [2021-05-18 19:03:57 main:581] : INFO : Epoch 1946 | loss: 0.0311491 | val_loss: 0.0311507 | Time: 1775.09 ms [2021-05-18 19:03:59 main:581] : INFO : Epoch 1947 | loss: 0.0311482 | val_loss: 0.0311481 | Time: 1763.34 ms [2021-05-18 19:04:01 main:581] : INFO : Epoch 1948 | loss: 0.0311456 | val_loss: 0.0311469 | Time: 1624.89 ms [2021-05-18 19:04:02 main:581] : INFO : Epoch 1949 | loss: 0.0311448 | val_loss: 0.0311468 | Time: 1651.97 ms [2021-05-18 19:04:04 main:581] : INFO : Epoch 1950 | loss: 0.0311446 | val_loss: 0.0311466 | Time: 1731.69 ms [2021-05-18 19:04:06 main:581] : INFO : Epoch 1951 | loss: 0.0311445 | val_loss: 0.0311477 | Time: 1783.55 ms [2021-05-18 19:04:07 main:581] : INFO : Epoch 1952 | loss: 0.0311443 | val_loss: 0.031148 | Time: 1678.97 ms [2021-05-18 19:04:09 main:581] : INFO : Epoch 1953 | loss: 0.0311438 | val_loss: 0.0311457 | Time: 1583.07 ms [2021-05-18 19:04:11 main:581] : INFO : Epoch 1954 | loss: 0.0311427 | val_loss: 0.0311459 | Time: 1596.26 ms [2021-05-18 19:04:12 main:581] : INFO : Epoch 1955 | loss: 0.0311427 | val_loss: 0.0311448 | Time: 1732.11 ms [2021-05-18 19:04:14 main:581] : INFO : Epoch 1956 | loss: 0.0311419 | val_loss: 0.0311446 | Time: 1624.56 ms [2021-05-18 19:04:16 main:581] : INFO : Epoch 1957 | loss: 0.0311415 | val_loss: 0.0311449 | Time: 1621.41 ms [2021-05-18 19:04:17 main:581] : INFO : Epoch 1958 | loss: 0.0311425 | val_loss: 0.031145 | Time: 1595.67 ms [2021-05-18 19:04:19 main:581] : INFO : Epoch 1959 | loss: 0.0311432 | val_loss: 0.0311443 | Time: 1671.46 ms [2021-05-18 19:04:20 main:581] : INFO : Epoch 1960 | loss: 0.0311426 | val_loss: 0.0311493 | Time: 1596.59 ms [2021-05-18 19:04:22 main:581] : INFO : Epoch 1961 | loss: 0.0311425 | val_loss: 0.0311456 | Time: 1694.83 ms [2021-05-18 19:04:24 main:581] : INFO : Epoch 1962 | loss: 0.0311417 | val_loss: 0.0311449 | Time: 1586.25 ms [2021-05-18 19:04:25 main:581] : INFO : Epoch 1963 | loss: 0.0311411 | val_loss: 0.0311448 | Time: 1825.05 ms [2021-05-18 19:04:27 main:581] : INFO : Epoch 1964 | loss: 0.0311402 | val_loss: 0.0311436 | Time: 1737.17 ms [2021-05-18 19:04:29 main:581] : INFO : Epoch 1965 | loss: 0.03114 | val_loss: 0.0311448 | Time: 1648.13 ms [2021-05-18 19:04:30 main:581] : INFO : Epoch 1966 | loss: 0.0311402 | val_loss: 0.0311443 | Time: 1626.49 ms [2021-05-18 19:04:32 main:581] : INFO : Epoch 1967 | loss: 0.0311393 | val_loss: 0.0311439 | Time: 1683.16 ms [2021-05-18 19:04:34 main:581] : INFO : Epoch 1968 | loss: 0.0311407 | val_loss: 0.0311445 | Time: 1738.09 ms [2021-05-18 19:04:36 main:581] : INFO : Epoch 1969 | loss: 0.0311401 | val_loss: 0.0311468 | Time: 1686.72 ms [2021-05-18 19:04:37 main:581] : INFO : Epoch 1970 | loss: 0.0311409 | val_loss: 0.0311438 | Time: 1674.28 ms [2021-05-18 19:04:39 main:581] : INFO : Epoch 1971 | loss: 0.0311411 | val_loss: 0.0311452 | Time: 1633.87 ms [2021-05-18 19:04:41 main:581] : INFO : Epoch 1972 | loss: 0.0311391 | val_loss: 0.0311462 | Time: 1711.99 ms [2021-05-18 19:04:42 main:581] : INFO : Epoch 1973 | loss: 0.0311391 | val_loss: 0.0311445 | Time: 1689.26 ms [2021-05-18 19:04:44 main:581] : INFO : Epoch 1974 | loss: 0.0311384 | val_loss: 0.0311446 | Time: 1741.67 ms [2021-05-18 19:04:46 main:581] : INFO : Epoch 1975 | loss: 0.0311378 | val_loss: 0.0311429 | Time: 1816.26 ms [2021-05-18 19:04:48 main:581] : INFO : Epoch 1976 | loss: 0.0311374 | val_loss: 0.0311434 | Time: 1671.21 ms [2021-05-18 19:04:49 main:581] : INFO : Epoch 1977 | loss: 0.0311374 | val_loss: 0.0311432 | Time: 1686.85 ms [2021-05-18 19:04:51 main:581] : INFO : Epoch 1978 | loss: 0.0311372 | val_loss: 0.0311447 | Time: 1700.28 ms [2021-05-18 19:04:53 main:581] : INFO : Epoch 1979 | loss: 0.0311373 | val_loss: 0.0311444 | Time: 1686.74 ms [2021-05-18 19:04:54 main:581] : INFO : Epoch 1980 | loss: 0.0311367 | val_loss: 0.0311428 | Time: 1732.89 ms [2021-05-18 19:04:56 main:581] : INFO : Epoch 1981 | loss: 0.0311358 | val_loss: 0.0311443 | Time: 1908.73 ms [2021-05-18 19:04:58 main:581] : INFO : Epoch 1982 | loss: 0.0311356 | val_loss: 0.031143 | Time: 1723.33 ms [2021-05-18 19:05:00 main:581] : INFO : Epoch 1983 | loss: 0.0311361 | val_loss: 0.0311448 | Time: 1680.08 ms [2021-05-18 19:05:01 main:581] : INFO : Epoch 1984 | loss: 0.0311372 | val_loss: 0.0311439 | Time: 1633.52 ms [2021-05-18 19:05:03 main:581] : INFO : Epoch 1985 | loss: 0.0311368 | val_loss: 0.0311445 | Time: 1982.07 ms [2021-05-18 19:05:05 main:581] : INFO : Epoch 1986 | loss: 0.0311368 | val_loss: 0.031143 | Time: 1668.52 ms [2021-05-18 19:05:07 main:581] : INFO : Epoch 1987 | loss: 0.031135 | val_loss: 0.0311426 | Time: 1762.61 ms [2021-05-18 19:05:08 main:581] : INFO : Epoch 1988 | loss: 0.031135 | val_loss: 0.0311434 | Time: 1650.03 ms [2021-05-18 19:05:10 main:581] : INFO : Epoch 1989 | loss: 0.0311367 | val_loss: 0.0311448 | Time: 1823.59 ms [2021-05-18 19:05:12 main:581] : INFO : Epoch 1990 | loss: 0.0311347 | val_loss: 0.0311422 | Time: 1656.17 ms [2021-05-18 19:05:13 main:581] : INFO : Epoch 1991 | loss: 0.0311345 | val_loss: 0.0311419 | Time: 1605.62 ms [2021-05-18 19:05:15 main:581] : INFO : Epoch 1992 | loss: 0.0311338 | val_loss: 0.0311409 | Time: 1668.27 ms [2021-05-18 19:05:17 main:581] : INFO : Epoch 1993 | loss: 0.031133 | val_loss: 0.0311408 | Time: 1708.68 ms [2021-05-18 19:05:19 main:581] : INFO : Epoch 1994 | loss: 0.0311329 | val_loss: 0.0311409 | Time: 1800.28 ms [2021-05-18 19:05:20 main:581] : INFO : Epoch 1995 | loss: 0.0311327 | val_loss: 0.0311418 | Time: 1785.46 ms [2021-05-18 19:05:22 main:581] : INFO : Epoch 1996 | loss: 0.0311323 | val_loss: 0.031141 | Time: 1703.31 ms [2021-05-18 19:05:24 main:581] : INFO : Epoch 1997 | loss: 0.0311315 | val_loss: 0.0311412 | Time: 1814.12 ms [2021-05-18 19:05:26 main:581] : INFO : Epoch 1998 | loss: 0.0311313 | val_loss: 0.0311414 | Time: 1826.2 ms [2021-05-18 19:05:27 main:581] : INFO : Epoch 1999 | loss: 0.0311317 | val_loss: 0.0311397 | Time: 1691.25 ms [2021-05-18 19:05:29 main:581] : INFO : Epoch 2000 | loss: 0.0311313 | val_loss: 0.0311424 | Time: 1655.52 ms [2021-05-18 19:05:31 main:581] : INFO : Epoch 2001 | loss: 0.0311322 | val_loss: 0.0311409 | Time: 1645.84 ms [2021-05-18 19:05:33 main:581] : INFO : Epoch 2002 | loss: 0.0311315 | val_loss: 0.0311406 | Time: 1760.44 ms [2021-05-18 19:05:34 main:581] : INFO : Epoch 2003 | loss: 0.0311307 | val_loss: 0.0311414 | Time: 1720.52 ms [2021-05-18 19:05:36 main:581] : INFO : Epoch 2004 | loss: 0.0311304 | val_loss: 0.0311424 | Time: 1652.8 ms [2021-05-18 19:05:38 main:581] : INFO : Epoch 2005 | loss: 0.0311325 | val_loss: 0.0311486 | Time: 1666.54 ms [2021-05-18 19:05:39 main:581] : INFO : Epoch 2006 | loss: 0.0311308 | val_loss: 0.0311412 | Time: 1719.21 ms [2021-05-18 19:05:41 main:581] : INFO : Epoch 2007 | loss: 0.0311313 | val_loss: 0.0311435 | Time: 1613.79 ms [2021-05-18 19:05:43 main:581] : INFO : Epoch 2008 | loss: 0.0311314 | val_loss: 0.0311468 | Time: 1693.59 ms [2021-05-18 19:05:44 main:581] : INFO : Epoch 2009 | loss: 0.0311331 | val_loss: 0.0311424 | Time: 1771.96 ms [2021-05-18 19:05:46 main:581] : INFO : Epoch 2010 | loss: 0.0311298 | val_loss: 0.0311437 | Time: 1700.7 ms [2021-05-18 19:05:48 main:581] : INFO : Epoch 2011 | loss: 0.0311295 | val_loss: 0.0311427 | Time: 1729.76 ms [2021-05-18 19:05:50 main:581] : INFO : Epoch 2012 | loss: 0.0311302 | val_loss: 0.0311418 | Time: 1800.96 ms [2021-05-18 19:05:51 main:581] : INFO : Epoch 2013 | loss: 0.0311317 | val_loss: 0.0311431 | Time: 1730.64 ms [2021-05-18 19:05:53 main:581] : INFO : Epoch 2014 | loss: 0.0311292 | val_loss: 0.0311398 | Time: 1657.36 ms [2021-05-18 19:05:55 main:581] : INFO : Epoch 2015 | loss: 0.0311284 | val_loss: 0.0311395 | Time: 1703.21 ms [2021-05-18 19:05:56 main:581] : INFO : Epoch 2016 | loss: 0.0311275 | val_loss: 0.0311393 | Time: 1654.67 ms [2021-05-18 19:05:58 main:581] : INFO : Epoch 2017 | loss: 0.0311345 | val_loss: 0.0311517 | Time: 1683.27 ms [2021-05-18 19:06:00 main:581] : INFO : Epoch 2018 | loss: 0.0311446 | val_loss: 0.0311525 | Time: 1757.62 ms [2021-05-18 19:06:01 main:581] : INFO : Epoch 2019 | loss: 0.0311438 | val_loss: 0.0311456 | Time: 1645.34 ms [2021-05-18 19:06:03 main:581] : INFO : Epoch 2020 | loss: 0.0311431 | val_loss: 0.0311408 | Time: 1639.36 ms [2021-05-18 19:06:05 main:581] : INFO : Epoch 2021 | loss: 0.0311411 | val_loss: 0.0311486 | Time: 1652.49 ms [2021-05-18 19:06:06 main:581] : INFO : Epoch 2022 | loss: 0.0311395 | val_loss: 0.0311418 | Time: 1648.66 ms [2021-05-18 19:06:08 main:581] : INFO : Epoch 2023 | loss: 0.031137 | val_loss: 0.0311386 | Time: 1648.54 ms [2021-05-18 19:06:10 main:581] : INFO : Epoch 2024 | loss: 0.0311354 | val_loss: 0.0311391 | Time: 1857.47 ms [2021-05-18 19:06:11 main:581] : INFO : Epoch 2025 | loss: 0.031136 | val_loss: 0.0311412 | Time: 1593.34 ms [2021-05-18 19:06:13 main:581] : INFO : Epoch 2026 | loss: 0.0311346 | val_loss: 0.0311407 | Time: 1679.35 ms [2021-05-18 19:06:15 main:581] : INFO : Epoch 2027 | loss: 0.0311337 | val_loss: 0.031141 | Time: 1625.58 ms [2021-05-18 19:06:16 main:581] : INFO : Epoch 2028 | loss: 0.0311331 | val_loss: 0.0311403 | Time: 1693.97 ms [2021-05-18 19:06:18 main:581] : INFO : Epoch 2029 | loss: 0.0311321 | val_loss: 0.031139 | Time: 1820.63 ms [2021-05-18 19:06:20 main:581] : INFO : Epoch 2030 | loss: 0.0311316 | val_loss: 0.0311408 | Time: 1686.09 ms [2021-05-18 19:06:22 main:581] : INFO : Epoch 2031 | loss: 0.0311335 | val_loss: 0.031141 | Time: 1714.75 ms [2021-05-18 19:06:24 main:581] : INFO : Epoch 2032 | loss: 0.0311349 | val_loss: 0.0311394 | Time: 1967.31 ms [2021-05-18 19:06:25 main:581] : INFO : Epoch 2033 | loss: 0.031132 | val_loss: 0.0311405 | Time: 1673.09 ms [2021-05-18 19:06:27 main:581] : INFO : Epoch 2034 | loss: 0.0311317 | val_loss: 0.0311407 | Time: 1641.61 ms [2021-05-18 19:06:29 main:581] : INFO : Epoch 2035 | loss: 0.0311326 | val_loss: 0.0311442 | Time: 1661.29 ms [2021-05-18 19:06:30 main:581] : INFO : Epoch 2036 | loss: 0.0311348 | val_loss: 0.0311437 | Time: 1652.54 ms [2021-05-18 19:06:32 main:581] : INFO : Epoch 2037 | loss: 0.0311348 | val_loss: 0.0311469 | Time: 1692.32 ms [2021-05-18 19:06:34 main:581] : INFO : Epoch 2038 | loss: 0.0404164 | val_loss: 0.0349863 | Time: 1652.4 ms [2021-05-18 19:06:35 main:581] : INFO : Epoch 2039 | loss: 0.0430255 | val_loss: 0.0329478 | Time: 1846.81 ms [2021-05-18 19:06:37 main:581] : INFO : Epoch 2040 | loss: 0.0330089 | val_loss: 0.0320857 | Time: 1627.76 ms [2021-05-18 19:06:39 main:581] : INFO : Epoch 2041 | loss: 0.0315608 | val_loss: 0.031307 | Time: 1731.76 ms [2021-05-18 19:06:41 main:581] : INFO : Epoch 2042 | loss: 0.0312975 | val_loss: 0.0312642 | Time: 1744.23 ms [2021-05-18 19:06:42 main:581] : INFO : Epoch 2043 | loss: 0.0312554 | val_loss: 0.0312502 | Time: 1690.28 ms [2021-05-18 19:06:44 main:581] : INFO : Epoch 2044 | loss: 0.0312503 | val_loss: 0.031249 | Time: 1709.17 ms [2021-05-18 19:06:46 main:581] : INFO : Epoch 2045 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1705.82 ms [2021-05-18 19:06:47 main:581] : INFO : Epoch 2046 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1663.85 ms [2021-05-18 19:06:49 main:581] : INFO : Epoch 2047 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 1855.65 ms [2021-05-18 19:06:51 main:581] : INFO : Epoch 2048 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1698.48 ms [2021-05-18 19:06:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312468 [2021-05-18 19:06:51 main:610] : INFO : Saving end state to config to file [2021-05-18 19:06:51 main:615] : INFO : Success, exiting.. 19:06:51 (17453): 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)