Task 12192378
| Name | ParityModified-1645992323-18919-0_0 |
| Workunit | 9373567 |
| Created | 27 Feb 2022, 20:05:26 UTC |
| Sent | 1 Mar 2022, 2:09:16 UTC |
| Report deadline | 9 Mar 2022, 2:09:16 UTC |
| Received | 1 Mar 2022, 4:19:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17152 |
| Run time | 1 hours 49 min 32 sec |
| CPU time | 1 hours 49 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,668.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.75 GB |
| Peak swap size | 4.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311031 | val_loss: 0.0311448 | Time: 1722.77 ms [2022-02-28 20:04:26 main:574] : INFO : Epoch 1543 | loss: 0.0311018 | val_loss: 0.0311427 | Time: 1655.19 ms [2022-02-28 20:04:28 main:574] : INFO : Epoch 1544 | loss: 0.031103 | val_loss: 0.0311389 | Time: 1731.44 ms [2022-02-28 20:04:29 main:574] : INFO : Epoch 1545 | loss: 0.0310997 | val_loss: 0.0311413 | Time: 1696.22 ms [2022-02-28 20:04:31 main:574] : INFO : Epoch 1546 | loss: 0.0310979 | val_loss: 0.03114 | Time: 1708.04 ms [2022-02-28 20:04:33 main:574] : INFO : Epoch 1547 | loss: 0.0310991 | val_loss: 0.0311424 | Time: 1731.62 ms [2022-02-28 20:04:35 main:574] : INFO : Epoch 1548 | loss: 0.0310969 | val_loss: 0.0311369 | Time: 1708.03 ms [2022-02-28 20:04:36 main:574] : INFO : Epoch 1549 | loss: 0.0310978 | val_loss: 0.0311394 | Time: 1712.69 ms [2022-02-28 20:04:38 main:574] : INFO : Epoch 1550 | loss: 0.0310983 | val_loss: 0.0311426 | Time: 1707.61 ms [2022-02-28 20:04:40 main:574] : INFO : Epoch 1551 | loss: 0.0311004 | val_loss: 0.031142 | Time: 1646.3 ms [2022-02-28 20:04:41 main:574] : INFO : Epoch 1552 | loss: 0.0310971 | val_loss: 0.0311414 | Time: 1709.87 ms [2022-02-28 20:04:43 main:574] : INFO : Epoch 1553 | loss: 0.031099 | val_loss: 0.0311372 | Time: 1761.57 ms [2022-02-28 20:04:45 main:574] : INFO : Epoch 1554 | loss: 0.0311014 | val_loss: 0.0311367 | Time: 1688.04 ms [2022-02-28 20:04:47 main:574] : INFO : Epoch 1555 | loss: 0.0311008 | val_loss: 0.0311413 | Time: 1738.02 ms [2022-02-28 20:04:48 main:574] : INFO : Epoch 1556 | loss: 0.0310977 | val_loss: 0.0311385 | Time: 1725.52 ms [2022-02-28 20:04:50 main:574] : INFO : Epoch 1557 | loss: 0.0311014 | val_loss: 0.0311379 | Time: 1666.74 ms [2022-02-28 20:04:52 main:574] : INFO : Epoch 1558 | loss: 0.0310986 | val_loss: 0.0311423 | Time: 1721.06 ms [2022-02-28 20:04:53 main:574] : INFO : Epoch 1559 | loss: 0.0310989 | val_loss: 0.0311386 | Time: 1682.36 ms [2022-02-28 20:04:55 main:574] : INFO : Epoch 1560 | loss: 0.0311139 | val_loss: 0.0311418 | Time: 1741.55 ms [2022-02-28 20:04:57 main:574] : INFO : Epoch 1561 | loss: 0.0311084 | val_loss: 0.0311317 | Time: 1674.33 ms [2022-02-28 20:04:59 main:574] : INFO : Epoch 1562 | loss: 0.0311055 | val_loss: 0.0311335 | Time: 1741.6 ms [2022-02-28 20:05:00 main:574] : INFO : Epoch 1563 | loss: 0.0311067 | val_loss: 0.0311446 | Time: 1715.68 ms [2022-02-28 20:05:02 main:574] : INFO : Epoch 1564 | loss: 0.0311011 | val_loss: 0.0311374 | Time: 1701.51 ms [2022-02-28 20:05:04 main:574] : INFO : Epoch 1565 | loss: 0.0310984 | val_loss: 0.0311343 | Time: 1729.57 ms [2022-02-28 20:05:05 main:574] : INFO : Epoch 1566 | loss: 0.0310964 | val_loss: 0.0311436 | Time: 1650.22 ms [2022-02-28 20:05:07 main:574] : INFO : Epoch 1567 | loss: 0.0310972 | val_loss: 0.0311432 | Time: 1730.98 ms [2022-02-28 20:05:09 main:574] : INFO : Epoch 1568 | loss: 0.0310977 | val_loss: 0.0311381 | Time: 1725.84 ms [2022-02-28 20:05:11 main:574] : INFO : Epoch 1569 | loss: 0.0310948 | val_loss: 0.0311335 | Time: 1794.91 ms [2022-02-28 20:05:12 main:574] : INFO : Epoch 1570 | loss: 0.0310935 | val_loss: 0.0311382 | Time: 1777.98 ms [2022-02-28 20:05:14 main:574] : INFO : Epoch 1571 | loss: 0.0310946 | val_loss: 0.0311474 | Time: 1697.67 ms [2022-02-28 20:05:16 main:574] : INFO : Epoch 1572 | loss: 0.0310972 | val_loss: 0.0311378 | Time: 1711.3 ms [2022-02-28 20:05:17 main:574] : INFO : Epoch 1573 | loss: 0.0310949 | val_loss: 0.031132 | Time: 1711.83 ms [2022-02-28 20:05:19 main:574] : INFO : Epoch 1574 | loss: 0.0310927 | val_loss: 0.0311422 | Time: 1688.39 ms [2022-02-28 20:05:21 main:574] : INFO : Epoch 1575 | loss: 0.0310934 | val_loss: 0.0311354 | Time: 1781.89 ms [2022-02-28 20:05:23 main:574] : INFO : Epoch 1576 | loss: 0.0310936 | val_loss: 0.0311353 | Time: 1690.3 ms [2022-02-28 20:05:24 main:574] : INFO : Epoch 1577 | loss: 0.0310923 | val_loss: 0.0311404 | Time: 1640.32 ms [2022-02-28 20:05:26 main:574] : INFO : Epoch 1578 | loss: 0.0310952 | val_loss: 0.0311385 | Time: 1751.88 ms [2022-02-28 20:05:28 main:574] : INFO : Epoch 1579 | loss: 0.0310943 | val_loss: 0.0311346 | Time: 1695.24 ms [2022-02-28 20:05:29 main:574] : INFO : Epoch 1580 | loss: 0.0310921 | val_loss: 0.0311345 | Time: 1699.1 ms [2022-02-28 20:05:31 main:574] : INFO : Epoch 1581 | loss: 0.0310913 | val_loss: 0.0311327 | Time: 1720.1 ms [2022-02-28 20:05:33 main:574] : INFO : Epoch 1582 | loss: 0.0310919 | val_loss: 0.0311364 | Time: 1655.82 ms [2022-02-28 20:05:35 main:574] : INFO : Epoch 1583 | loss: 0.0310911 | val_loss: 0.0311434 | Time: 1691.65 ms [2022-02-28 20:05:36 main:574] : INFO : Epoch 1584 | loss: 0.0310957 | val_loss: 0.0311345 | Time: 1705.34 ms [2022-02-28 20:05:38 main:574] : INFO : Epoch 1585 | loss: 0.0310972 | val_loss: 0.0311353 | Time: 1699.96 ms [2022-02-28 20:05:40 main:574] : INFO : Epoch 1586 | loss: 0.0310974 | val_loss: 0.0311364 | Time: 1705.8 ms [2022-02-28 20:05:41 main:574] : INFO : Epoch 1587 | loss: 0.0310941 | val_loss: 0.0311385 | Time: 1767.7 ms [2022-02-28 20:05:43 main:574] : INFO : Epoch 1588 | loss: 0.0310975 | val_loss: 0.0311359 | Time: 1716.92 ms [2022-02-28 20:05:45 main:574] : INFO : Epoch 1589 | loss: 0.0310963 | val_loss: 0.0311318 | Time: 1700.22 ms [2022-02-28 20:05:47 main:574] : INFO : Epoch 1590 | loss: 0.0310917 | val_loss: 0.0311399 | Time: 1740.47 ms [2022-02-28 20:05:48 main:574] : INFO : Epoch 1591 | loss: 0.0310909 | val_loss: 0.0311353 | Time: 1730.74 ms [2022-02-28 20:05:50 main:574] : INFO : Epoch 1592 | loss: 0.0310911 | val_loss: 0.0311421 | Time: 1724.04 ms [2022-02-28 20:05:52 main:574] : INFO : Epoch 1593 | loss: 0.0310917 | val_loss: 0.031135 | Time: 1741.56 ms [2022-02-28 20:05:54 main:574] : INFO : Epoch 1594 | loss: 0.0310911 | val_loss: 0.0311381 | Time: 1712.93 ms [2022-02-28 20:05:55 main:574] : INFO : Epoch 1595 | loss: 0.03109 | val_loss: 0.0311371 | Time: 1728.21 ms [2022-02-28 20:05:57 main:574] : INFO : Epoch 1596 | loss: 0.0310901 | val_loss: 0.0311355 | Time: 1733.73 ms [2022-02-28 20:05:59 main:574] : INFO : Epoch 1597 | loss: 0.031092 | val_loss: 0.0311419 | Time: 1694.77 ms [2022-02-28 20:06:00 main:574] : INFO : Epoch 1598 | loss: 0.0310933 | val_loss: 0.0311394 | Time: 1713.62 ms [2022-02-28 20:06:02 main:574] : INFO : Epoch 1599 | loss: 0.0310909 | val_loss: 0.0311435 | Time: 1724.14 ms [2022-02-28 20:06:04 main:574] : INFO : Epoch 1600 | loss: 0.0310908 | val_loss: 0.0311423 | Time: 1713.95 ms [2022-02-28 20:06:06 main:574] : INFO : Epoch 1601 | loss: 0.0310919 | val_loss: 0.031135 | Time: 1680.78 ms [2022-02-28 20:06:07 main:574] : INFO : Epoch 1602 | loss: 0.0310921 | val_loss: 0.0311441 | Time: 1717.91 ms [2022-02-28 20:06:09 main:574] : INFO : Epoch 1603 | loss: 0.0310927 | val_loss: 0.0311299 | Time: 1759 ms [2022-02-28 20:06:11 main:574] : INFO : Epoch 1604 | loss: 0.0310942 | val_loss: 0.0311414 | Time: 1713.2 ms [2022-02-28 20:06:12 main:574] : INFO : Epoch 1605 | loss: 0.0310907 | val_loss: 0.0311349 | Time: 1716.11 ms [2022-02-28 20:06:14 main:574] : INFO : Epoch 1606 | loss: 0.031089 | val_loss: 0.0311404 | Time: 1703.35 ms [2022-02-28 20:06:16 main:574] : INFO : Epoch 1607 | loss: 0.0310886 | val_loss: 0.0311387 | Time: 1733.49 ms [2022-02-28 20:06:18 main:574] : INFO : Epoch 1608 | loss: 0.0310942 | val_loss: 0.0311439 | Time: 1709.71 ms [2022-02-28 20:06:19 main:574] : INFO : Epoch 1609 | loss: 0.0310939 | val_loss: 0.0311441 | Time: 1719.69 ms [2022-02-28 20:06:21 main:574] : INFO : Epoch 1610 | loss: 0.0310929 | val_loss: 0.0311416 | Time: 1678.5 ms [2022-02-28 20:06:23 main:574] : INFO : Epoch 1611 | loss: 0.0310895 | val_loss: 0.0311357 | Time: 1675.78 ms [2022-02-28 20:06:24 main:574] : INFO : Epoch 1612 | loss: 0.031092 | val_loss: 0.0311389 | Time: 1733.22 ms [2022-02-28 20:06:26 main:574] : INFO : Epoch 1613 | loss: 0.0310941 | val_loss: 0.0311422 | Time: 1683.88 ms [2022-02-28 20:06:28 main:574] : INFO : Epoch 1614 | loss: 0.0311058 | val_loss: 0.0311381 | Time: 1724.98 ms [2022-02-28 20:06:30 main:574] : INFO : Epoch 1615 | loss: 0.0310998 | val_loss: 0.0311302 | Time: 1722.79 ms [2022-02-28 20:06:31 main:574] : INFO : Epoch 1616 | loss: 0.0310944 | val_loss: 0.0311354 | Time: 1718.09 ms [2022-02-28 20:06:33 main:574] : INFO : Epoch 1617 | loss: 0.0311136 | val_loss: 0.0311374 | Time: 1709.76 ms [2022-02-28 20:06:35 main:574] : INFO : Epoch 1618 | loss: 0.0311215 | val_loss: 0.0311296 | Time: 1724.5 ms [2022-02-28 20:06:36 main:574] : INFO : Epoch 1619 | loss: 0.0311083 | val_loss: 0.0311256 | Time: 1681.16 ms [2022-02-28 20:06:38 main:574] : INFO : Epoch 1620 | loss: 0.0311028 | val_loss: 0.0311274 | Time: 1700.32 ms [2022-02-28 20:06:40 main:574] : INFO : Epoch 1621 | loss: 0.0310992 | val_loss: 0.0311286 | Time: 1734.08 ms [2022-02-28 20:06:42 main:574] : INFO : Epoch 1622 | loss: 0.0310964 | val_loss: 0.0311429 | Time: 1796.89 ms [2022-02-28 20:06:43 main:574] : INFO : Epoch 1623 | loss: 0.031098 | val_loss: 0.0311299 | Time: 1747.9 ms [2022-02-28 20:06:45 main:574] : INFO : Epoch 1624 | loss: 0.031094 | val_loss: 0.0311387 | Time: 1733.97 ms [2022-02-28 20:06:47 main:574] : INFO : Epoch 1625 | loss: 0.0310963 | val_loss: 0.0311349 | Time: 1731.94 ms [2022-02-28 20:06:49 main:574] : INFO : Epoch 1626 | loss: 0.0310938 | val_loss: 0.0311346 | Time: 1804.53 ms [2022-02-28 20:06:50 main:574] : INFO : Epoch 1627 | loss: 0.0310928 | val_loss: 0.0311361 | Time: 1759.37 ms [2022-02-28 20:06:52 main:574] : INFO : Epoch 1628 | loss: 0.0310942 | val_loss: 0.0311347 | Time: 1672.63 ms [2022-02-28 20:06:54 main:574] : INFO : Epoch 1629 | loss: 0.0310908 | val_loss: 0.0311337 | Time: 1706.26 ms [2022-02-28 20:06:56 main:574] : INFO : Epoch 1630 | loss: 0.0310907 | val_loss: 0.0311462 | Time: 1737.66 ms [2022-02-28 20:06:57 main:574] : INFO : Epoch 1631 | loss: 0.031092 | val_loss: 0.0311314 | Time: 1685.35 ms [2022-02-28 20:06:59 main:574] : INFO : Epoch 1632 | loss: 0.0310893 | val_loss: 0.0311324 | Time: 1692.12 ms [2022-02-28 20:07:01 main:574] : INFO : Epoch 1633 | loss: 0.0310881 | val_loss: 0.0311365 | Time: 1749.08 ms [2022-02-28 20:07:02 main:574] : INFO : Epoch 1634 | loss: 0.03109 | val_loss: 0.031134 | Time: 1673.22 ms [2022-02-28 20:07:04 main:574] : INFO : Epoch 1635 | loss: 0.0310881 | val_loss: 0.0311365 | Time: 1701.44 ms [2022-02-28 20:07:06 main:574] : INFO : Epoch 1636 | loss: 0.031092 | val_loss: 0.0311314 | Time: 1715.53 ms [2022-02-28 20:07:08 main:574] : INFO : Epoch 1637 | loss: 0.0310913 | val_loss: 0.0311334 | Time: 1698.35 ms [2022-02-28 20:07:09 main:574] : INFO : Epoch 1638 | loss: 0.0310872 | val_loss: 0.0311333 | Time: 1702.49 ms [2022-02-28 20:07:11 main:574] : INFO : Epoch 1639 | loss: 0.031088 | val_loss: 0.0311374 | Time: 1702.92 ms [2022-02-28 20:07:13 main:574] : INFO : Epoch 1640 | loss: 0.0310921 | val_loss: 0.0311402 | Time: 1783.79 ms [2022-02-28 20:07:15 main:574] : INFO : Epoch 1641 | loss: 0.0311 | val_loss: 0.0311367 | Time: 1846.58 ms [2022-02-28 20:07:16 main:574] : INFO : Epoch 1642 | loss: 0.0310992 | val_loss: 0.0311363 | Time: 1670.08 ms [2022-02-28 20:07:18 main:574] : INFO : Epoch 1643 | loss: 0.0310917 | val_loss: 0.031136 | Time: 1665.33 ms [2022-02-28 20:07:20 main:574] : INFO : Epoch 1644 | loss: 0.0310905 | val_loss: 0.031133 | Time: 1726.13 ms [2022-02-28 20:07:21 main:574] : INFO : Epoch 1645 | loss: 0.031088 | val_loss: 0.0311358 | Time: 1736.26 ms [2022-02-28 20:07:23 main:574] : INFO : Epoch 1646 | loss: 0.0310897 | val_loss: 0.0311336 | Time: 1648.93 ms [2022-02-28 20:07:25 main:574] : INFO : Epoch 1647 | loss: 0.0310944 | val_loss: 0.031129 | Time: 1690.43 ms [2022-02-28 20:07:26 main:574] : INFO : Epoch 1648 | loss: 0.0310951 | val_loss: 0.0311347 | Time: 1781.38 ms [2022-02-28 20:07:28 main:574] : INFO : Epoch 1649 | loss: 0.031091 | val_loss: 0.0311424 | Time: 1719.99 ms [2022-02-28 20:07:30 main:574] : INFO : Epoch 1650 | loss: 0.0310896 | val_loss: 0.0311346 | Time: 1690.43 ms [2022-02-28 20:07:32 main:574] : INFO : Epoch 1651 | loss: 0.0310898 | val_loss: 0.0311344 | Time: 1729.84 ms [2022-02-28 20:07:33 main:574] : INFO : Epoch 1652 | loss: 0.0310859 | val_loss: 0.0311335 | Time: 1684.38 ms [2022-02-28 20:07:35 main:574] : INFO : Epoch 1653 | loss: 0.0310856 | val_loss: 0.0311366 | Time: 1714.72 ms [2022-02-28 20:07:37 main:574] : INFO : Epoch 1654 | loss: 0.0310869 | val_loss: 0.0311327 | Time: 1729.09 ms [2022-02-28 20:07:39 main:574] : INFO : Epoch 1655 | loss: 0.0310868 | val_loss: 0.0311445 | Time: 1739.57 ms [2022-02-28 20:07:40 main:574] : INFO : Epoch 1656 | loss: 0.0311016 | val_loss: 0.0311386 | Time: 1743.49 ms [2022-02-28 20:07:42 main:574] : INFO : Epoch 1657 | loss: 0.0311045 | val_loss: 0.0311348 | Time: 1746.83 ms [2022-02-28 20:07:44 main:574] : INFO : Epoch 1658 | loss: 0.0310982 | val_loss: 0.0311333 | Time: 1673.03 ms [2022-02-28 20:07:45 main:574] : INFO : Epoch 1659 | loss: 0.0310926 | val_loss: 0.0311408 | Time: 1713.24 ms [2022-02-28 20:07:47 main:574] : INFO : Epoch 1660 | loss: 0.0310912 | val_loss: 0.0311377 | Time: 1747.59 ms [2022-02-28 20:07:49 main:574] : INFO : Epoch 1661 | loss: 0.0310884 | val_loss: 0.0311411 | Time: 1709.26 ms [2022-02-28 20:07:51 main:574] : INFO : Epoch 1662 | loss: 0.0310856 | val_loss: 0.0311314 | Time: 1750.59 ms [2022-02-28 20:07:52 main:574] : INFO : Epoch 1663 | loss: 0.0310848 | val_loss: 0.0311371 | Time: 1711.96 ms [2022-02-28 20:07:54 main:574] : INFO : Epoch 1664 | loss: 0.0310849 | val_loss: 0.031137 | Time: 1731.84 ms [2022-02-28 20:07:56 main:574] : INFO : Epoch 1665 | loss: 0.0310838 | val_loss: 0.0311354 | Time: 1726.76 ms [2022-02-28 20:07:58 main:574] : INFO : Epoch 1666 | loss: 0.0310853 | val_loss: 0.031134 | Time: 1722.61 ms [2022-02-28 20:07:59 main:574] : INFO : Epoch 1667 | loss: 0.0310859 | val_loss: 0.0311533 | Time: 1697.6 ms [2022-02-28 20:08:01 main:574] : INFO : Epoch 1668 | loss: 0.0310898 | val_loss: 0.0311489 | Time: 1722.13 ms [2022-02-28 20:08:03 main:574] : INFO : Epoch 1669 | loss: 0.0310894 | val_loss: 0.0311431 | Time: 1667.63 ms [2022-02-28 20:08:04 main:574] : INFO : Epoch 1670 | loss: 0.0310935 | val_loss: 0.0311446 | Time: 1733.06 ms [2022-02-28 20:08:06 main:574] : INFO : Epoch 1671 | loss: 0.0310902 | val_loss: 0.0311434 | Time: 1660.55 ms [2022-02-28 20:08:08 main:574] : INFO : Epoch 1672 | loss: 0.0310836 | val_loss: 0.0311347 | Time: 1696.78 ms [2022-02-28 20:08:09 main:574] : INFO : Epoch 1673 | loss: 0.0310829 | val_loss: 0.0311359 | Time: 1737.27 ms [2022-02-28 20:08:11 main:574] : INFO : Epoch 1674 | loss: 0.0310809 | val_loss: 0.0311325 | Time: 1688.4 ms [2022-02-28 20:08:13 main:574] : INFO : Epoch 1675 | loss: 0.0310838 | val_loss: 0.0311407 | Time: 1712.12 ms [2022-02-28 20:08:15 main:574] : INFO : Epoch 1676 | loss: 0.0310903 | val_loss: 0.0311375 | Time: 1694.03 ms [2022-02-28 20:08:16 main:574] : INFO : Epoch 1677 | loss: 0.0310851 | val_loss: 0.031143 | Time: 1699.47 ms [2022-02-28 20:08:18 main:574] : INFO : Epoch 1678 | loss: 0.0310862 | val_loss: 0.0311409 | Time: 1675.35 ms [2022-02-28 20:08:20 main:574] : INFO : Epoch 1679 | loss: 0.0310804 | val_loss: 0.0311405 | Time: 1688.21 ms [2022-02-28 20:08:21 main:574] : INFO : Epoch 1680 | loss: 0.0310792 | val_loss: 0.0311326 | Time: 1678.05 ms [2022-02-28 20:08:23 main:574] : INFO : Epoch 1681 | loss: 0.0310801 | val_loss: 0.0311472 | Time: 1714.95 ms [2022-02-28 20:08:25 main:574] : INFO : Epoch 1682 | loss: 0.0310874 | val_loss: 0.0311455 | Time: 1674.54 ms [2022-02-28 20:08:26 main:574] : INFO : Epoch 1683 | loss: 0.0310886 | val_loss: 0.0311487 | Time: 1715.23 ms [2022-02-28 20:08:28 main:574] : INFO : Epoch 1684 | loss: 0.0310873 | val_loss: 0.0311485 | Time: 1713.08 ms [2022-02-28 20:08:30 main:574] : INFO : Epoch 1685 | loss: 0.0310864 | val_loss: 0.0311385 | Time: 1722.46 ms [2022-02-28 20:08:32 main:574] : INFO : Epoch 1686 | loss: 0.0310822 | val_loss: 0.031136 | Time: 1685.62 ms [2022-02-28 20:08:33 main:574] : INFO : Epoch 1687 | loss: 0.0310797 | val_loss: 0.0311374 | Time: 1685.15 ms [2022-02-28 20:08:35 main:574] : INFO : Epoch 1688 | loss: 0.0310807 | val_loss: 0.0311497 | Time: 1678.35 ms [2022-02-28 20:08:37 main:574] : INFO : Epoch 1689 | loss: 0.0310807 | val_loss: 0.031139 | Time: 1707.13 ms [2022-02-28 20:08:38 main:574] : INFO : Epoch 1690 | loss: 0.0310809 | val_loss: 0.0311365 | Time: 1725.72 ms [2022-02-28 20:08:40 main:574] : INFO : Epoch 1691 | loss: 0.0310859 | val_loss: 0.0311414 | Time: 1683.89 ms [2022-02-28 20:08:42 main:574] : INFO : Epoch 1692 | loss: 0.0310844 | val_loss: 0.0311349 | Time: 1699.54 ms [2022-02-28 20:08:43 main:574] : INFO : Epoch 1693 | loss: 0.0310829 | val_loss: 0.0311382 | Time: 1730.1 ms [2022-02-28 20:08:45 main:574] : INFO : Epoch 1694 | loss: 0.0310797 | val_loss: 0.0311382 | Time: 1744.19 ms [2022-02-28 20:08:47 main:574] : INFO : Epoch 1695 | loss: 0.0310792 | val_loss: 0.0311446 | Time: 1701.98 ms [2022-02-28 20:08:49 main:574] : INFO : Epoch 1696 | loss: 0.0310803 | val_loss: 0.0311462 | Time: 1711.26 ms [2022-02-28 20:08:50 main:574] : INFO : Epoch 1697 | loss: 0.0310824 | val_loss: 0.0311416 | Time: 1679.7 ms [2022-02-28 20:08:52 main:574] : INFO : Epoch 1698 | loss: 0.031081 | val_loss: 0.031143 | Time: 1697.25 ms [2022-02-28 20:08:54 main:574] : INFO : Epoch 1699 | loss: 0.031083 | val_loss: 0.0311415 | Time: 1717.47 ms [2022-02-28 20:08:55 main:574] : INFO : Epoch 1700 | loss: 0.0310801 | val_loss: 0.0311403 | Time: 1708.88 ms [2022-02-28 20:08:57 main:574] : INFO : Epoch 1701 | loss: 0.0310774 | val_loss: 0.0311401 | Time: 1701.48 ms [2022-02-28 20:08:59 main:574] : INFO : Epoch 1702 | loss: 0.0310795 | val_loss: 0.0311417 | Time: 1703.55 ms [2022-02-28 20:09:01 main:574] : INFO : Epoch 1703 | loss: 0.0310769 | val_loss: 0.0311418 | Time: 1642.35 ms [2022-02-28 20:09:02 main:574] : INFO : Epoch 1704 | loss: 0.0310778 | val_loss: 0.0311393 | Time: 1705.4 ms [2022-02-28 20:09:04 main:574] : INFO : Epoch 1705 | loss: 0.0310784 | val_loss: 0.0311339 | Time: 1787.06 ms [2022-02-28 20:09:06 main:574] : INFO : Epoch 1706 | loss: 0.0310831 | val_loss: 0.0311388 | Time: 1708.69 ms [2022-02-28 20:09:08 main:574] : INFO : Epoch 1707 | loss: 0.03108 | val_loss: 0.0311383 | Time: 1802.2 ms [2022-02-28 20:09:09 main:574] : INFO : Epoch 1708 | loss: 0.0310848 | val_loss: 0.0311455 | Time: 1699.38 ms [2022-02-28 20:09:11 main:574] : INFO : Epoch 1709 | loss: 0.0310827 | val_loss: 0.0311397 | Time: 1711.32 ms [2022-02-28 20:09:13 main:574] : INFO : Epoch 1710 | loss: 0.0310953 | val_loss: 0.0311324 | Time: 1700.47 ms [2022-02-28 20:09:14 main:574] : INFO : Epoch 1711 | loss: 0.031099 | val_loss: 0.0311345 | Time: 1786.25 ms [2022-02-28 20:09:16 main:574] : INFO : Epoch 1712 | loss: 0.0310996 | val_loss: 0.0311357 | Time: 1728.16 ms [2022-02-28 20:09:18 main:574] : INFO : Epoch 1713 | loss: 0.0310888 | val_loss: 0.0311358 | Time: 1740.26 ms [2022-02-28 20:09:20 main:574] : INFO : Epoch 1714 | loss: 0.0310826 | val_loss: 0.0311343 | Time: 1709.9 ms [2022-02-28 20:09:21 main:574] : INFO : Epoch 1715 | loss: 0.0310815 | val_loss: 0.0311462 | Time: 1686.25 ms [2022-02-28 20:09:23 main:574] : INFO : Epoch 1716 | loss: 0.0310887 | val_loss: 0.0311473 | Time: 1741.71 ms [2022-02-28 20:09:25 main:574] : INFO : Epoch 1717 | loss: 0.0311165 | val_loss: 0.0311322 | Time: 1721.13 ms [2022-02-28 20:09:26 main:574] : INFO : Epoch 1718 | loss: 0.0311029 | val_loss: 0.0311288 | Time: 1670.78 ms [2022-02-28 20:09:28 main:574] : INFO : Epoch 1719 | loss: 0.0310964 | val_loss: 0.0311301 | Time: 1688.61 ms [2022-02-28 20:09:30 main:574] : INFO : Epoch 1720 | loss: 0.0310939 | val_loss: 0.0311345 | Time: 1729.38 ms [2022-02-28 20:09:32 main:574] : INFO : Epoch 1721 | loss: 0.0310858 | val_loss: 0.0311365 | Time: 1736.86 ms [2022-02-28 20:09:33 main:574] : INFO : Epoch 1722 | loss: 0.031083 | val_loss: 0.0311331 | Time: 1704.9 ms [2022-02-28 20:09:35 main:574] : INFO : Epoch 1723 | loss: 0.0310844 | val_loss: 0.0311402 | Time: 1727.08 ms [2022-02-28 20:09:37 main:574] : INFO : Epoch 1724 | loss: 0.0310834 | val_loss: 0.031141 | Time: 1667.35 ms [2022-02-28 20:09:38 main:574] : INFO : Epoch 1725 | loss: 0.0310808 | val_loss: 0.0311394 | Time: 1725.98 ms [2022-02-28 20:09:40 main:574] : INFO : Epoch 1726 | loss: 0.0310792 | val_loss: 0.0311353 | Time: 1680.26 ms [2022-02-28 20:09:42 main:574] : INFO : Epoch 1727 | loss: 0.0310783 | val_loss: 0.0311378 | Time: 1675.35 ms [2022-02-28 20:09:44 main:574] : INFO : Epoch 1728 | loss: 0.0310771 | val_loss: 0.0311463 | Time: 1748.62 ms [2022-02-28 20:09:45 main:574] : INFO : Epoch 1729 | loss: 0.0310795 | val_loss: 0.0311453 | Time: 1735.44 ms [2022-02-28 20:09:47 main:574] : INFO : Epoch 1730 | loss: 0.0310828 | val_loss: 0.0311383 | Time: 1717.43 ms [2022-02-28 20:09:49 main:574] : INFO : Epoch 1731 | loss: 0.0310819 | val_loss: 0.031158 | Time: 1752.29 ms [2022-02-28 20:09:51 main:574] : INFO : Epoch 1732 | loss: 0.031083 | val_loss: 0.0311347 | Time: 1727.44 ms [2022-02-28 20:09:52 main:574] : INFO : Epoch 1733 | loss: 0.0310773 | val_loss: 0.0311402 | Time: 1699.92 ms [2022-02-28 20:09:54 main:574] : INFO : Epoch 1734 | loss: 0.031077 | val_loss: 0.031141 | Time: 1693.27 ms [2022-02-28 20:09:56 main:574] : INFO : Epoch 1735 | loss: 0.0310782 | val_loss: 0.0311347 | Time: 1708.65 ms [2022-02-28 20:09:57 main:574] : INFO : Epoch 1736 | loss: 0.0310806 | val_loss: 0.0311327 | Time: 1710.93 ms [2022-02-28 20:09:59 main:574] : INFO : Epoch 1737 | loss: 0.0310814 | val_loss: 0.0311421 | Time: 1741.59 ms [2022-02-28 20:10:01 main:574] : INFO : Epoch 1738 | loss: 0.0310792 | val_loss: 0.0311495 | Time: 1709.66 ms [2022-02-28 20:10:02 main:574] : INFO : Epoch 1739 | loss: 0.0310831 | val_loss: 0.0311441 | Time: 1650.26 ms [2022-02-28 20:10:04 main:574] : INFO : Epoch 1740 | loss: 0.0310819 | val_loss: 0.0311427 | Time: 1787.25 ms [2022-02-28 20:10:06 main:574] : INFO : Epoch 1741 | loss: 0.0310856 | val_loss: 0.0311334 | Time: 1740.98 ms [2022-02-28 20:10:08 main:574] : INFO : Epoch 1742 | loss: 0.0310965 | val_loss: 0.0311232 | Time: 1749.22 ms [2022-02-28 20:10:09 main:574] : INFO : Epoch 1743 | loss: 0.0311009 | val_loss: 0.0311271 | Time: 1699.19 ms [2022-02-28 20:10:11 main:574] : INFO : Epoch 1744 | loss: 0.0310919 | val_loss: 0.0311245 | Time: 1721.54 ms [2022-02-28 20:10:13 main:574] : INFO : Epoch 1745 | loss: 0.0310853 | val_loss: 0.0311307 | Time: 1697.16 ms [2022-02-28 20:10:15 main:574] : INFO : Epoch 1746 | loss: 0.0310805 | val_loss: 0.0311351 | Time: 1760.34 ms [2022-02-28 20:10:16 main:574] : INFO : Epoch 1747 | loss: 0.0310781 | val_loss: 0.0311286 | Time: 1733 ms [2022-02-28 20:10:18 main:574] : INFO : Epoch 1748 | loss: 0.031076 | val_loss: 0.0311315 | Time: 1672.04 ms [2022-02-28 20:10:20 main:574] : INFO : Epoch 1749 | loss: 0.0310748 | val_loss: 0.0311379 | Time: 1725.41 ms [2022-02-28 20:10:22 main:574] : INFO : Epoch 1750 | loss: 0.0310757 | val_loss: 0.0311321 | Time: 1768.35 ms [2022-02-28 20:10:23 main:574] : INFO : Epoch 1751 | loss: 0.031076 | val_loss: 0.0311391 | Time: 1742.69 ms [2022-02-28 20:10:25 main:574] : INFO : Epoch 1752 | loss: 0.0310813 | val_loss: 0.0311391 | Time: 1711.86 ms [2022-02-28 20:10:27 main:574] : INFO : Epoch 1753 | loss: 0.0310796 | val_loss: 0.0311383 | Time: 1731.8 ms [2022-02-28 20:10:28 main:574] : INFO : Epoch 1754 | loss: 0.0310855 | val_loss: 0.0311438 | Time: 1736.46 ms [2022-02-28 20:10:30 main:574] : INFO : Epoch 1755 | loss: 0.0310801 | val_loss: 0.0311492 | Time: 1729.68 ms [2022-02-28 20:10:32 main:574] : INFO : Epoch 1756 | loss: 0.0310851 | val_loss: 0.0311415 | Time: 1656.32 ms [2022-02-28 20:10:34 main:574] : INFO : Epoch 1757 | loss: 0.0310833 | val_loss: 0.0311344 | Time: 1677.83 ms [2022-02-28 20:10:35 main:574] : INFO : Epoch 1758 | loss: 0.0310759 | val_loss: 0.0311334 | Time: 1723.4 ms [2022-02-28 20:10:37 main:574] : INFO : Epoch 1759 | loss: 0.0310771 | val_loss: 0.0311475 | Time: 1736.51 ms [2022-02-28 20:10:39 main:574] : INFO : Epoch 1760 | loss: 0.0310811 | val_loss: 0.031145 | Time: 1672.63 ms [2022-02-28 20:10:40 main:574] : INFO : Epoch 1761 | loss: 0.0310778 | val_loss: 0.031145 | Time: 1706.63 ms [2022-02-28 20:10:42 main:574] : INFO : Epoch 1762 | loss: 0.0310748 | val_loss: 0.0311396 | Time: 1700.66 ms [2022-02-28 20:10:44 main:574] : INFO : Epoch 1763 | loss: 0.0310749 | val_loss: 0.0311361 | Time: 1752.37 ms [2022-02-28 20:10:46 main:574] : INFO : Epoch 1764 | loss: 0.0310731 | val_loss: 0.0311375 | Time: 1656.25 ms [2022-02-28 20:10:47 main:574] : INFO : Epoch 1765 | loss: 0.0310766 | val_loss: 0.0311415 | Time: 1749.53 ms [2022-02-28 20:10:49 main:574] : INFO : Epoch 1766 | loss: 0.0311532 | val_loss: 0.031231 | Time: 1736.58 ms [2022-02-28 20:10:51 main:574] : INFO : Epoch 1767 | loss: 0.0312161 | val_loss: 0.0312023 | Time: 1696.37 ms [2022-02-28 20:10:52 main:574] : INFO : Epoch 1768 | loss: 0.0311952 | val_loss: 0.0311928 | Time: 1717.66 ms [2022-02-28 20:10:54 main:574] : INFO : Epoch 1769 | loss: 0.0311856 | val_loss: 0.0311838 | Time: 1726.01 ms [2022-02-28 20:10:56 main:574] : INFO : Epoch 1770 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 1727.68 ms [2022-02-28 20:10:58 main:574] : INFO : Epoch 1771 | loss: 0.0311728 | val_loss: 0.0311747 | Time: 1698.56 ms [2022-02-28 20:10:59 main:574] : INFO : Epoch 1772 | loss: 0.0311679 | val_loss: 0.031172 | Time: 1711.88 ms [2022-02-28 20:11:01 main:574] : INFO : Epoch 1773 | loss: 0.0311655 | val_loss: 0.0311674 | Time: 1787.68 ms [2022-02-28 20:11:03 main:574] : INFO : Epoch 1774 | loss: 0.0311625 | val_loss: 0.0311653 | Time: 1740.7 ms [2022-02-28 20:11:05 main:574] : INFO : Epoch 1775 | loss: 0.0311597 | val_loss: 0.0311631 | Time: 1718.16 ms [2022-02-28 20:11:06 main:574] : INFO : Epoch 1776 | loss: 0.0311538 | val_loss: 0.0311612 | Time: 1713.56 ms [2022-02-28 20:11:08 main:574] : INFO : Epoch 1777 | loss: 0.0311536 | val_loss: 0.0311603 | Time: 1710.21 ms [2022-02-28 20:11:10 main:574] : INFO : Epoch 1778 | loss: 0.0311487 | val_loss: 0.0311578 | Time: 1744.97 ms [2022-02-28 20:11:11 main:574] : INFO : Epoch 1779 | loss: 0.0311498 | val_loss: 0.0311622 | Time: 1724.5 ms [2022-02-28 20:11:13 main:574] : INFO : Epoch 1780 | loss: 0.0311468 | val_loss: 0.0311526 | Time: 1715.59 ms [2022-02-28 20:11:15 main:574] : INFO : Epoch 1781 | loss: 0.0311418 | val_loss: 0.031158 | Time: 1773.11 ms [2022-02-28 20:11:17 main:574] : INFO : Epoch 1782 | loss: 0.031145 | val_loss: 0.0311527 | Time: 1711.68 ms [2022-02-28 20:11:18 main:574] : INFO : Epoch 1783 | loss: 0.0311427 | val_loss: 0.0311501 | Time: 1671.23 ms [2022-02-28 20:11:20 main:574] : INFO : Epoch 1784 | loss: 0.0311372 | val_loss: 0.0311463 | Time: 1673.15 ms [2022-02-28 20:11:22 main:574] : INFO : Epoch 1785 | loss: 0.031133 | val_loss: 0.0311462 | Time: 1706.51 ms [2022-02-28 20:11:23 main:574] : INFO : Epoch 1786 | loss: 0.0311326 | val_loss: 0.0311435 | Time: 1725.02 ms [2022-02-28 20:11:25 main:574] : INFO : Epoch 1787 | loss: 0.0311295 | val_loss: 0.0311459 | Time: 1788.44 ms [2022-02-28 20:11:27 main:574] : INFO : Epoch 1788 | loss: 0.0311278 | val_loss: 0.0311455 | Time: 1750.69 ms [2022-02-28 20:11:29 main:574] : INFO : Epoch 1789 | loss: 0.0311272 | val_loss: 0.0311447 | Time: 1774.17 ms [2022-02-28 20:11:30 main:574] : INFO : Epoch 1790 | loss: 0.0311288 | val_loss: 0.0311451 | Time: 1691.09 ms [2022-02-28 20:11:32 main:574] : INFO : Epoch 1791 | loss: 0.0311262 | val_loss: 0.0311534 | Time: 1783.36 ms [2022-02-28 20:11:34 main:574] : INFO : Epoch 1792 | loss: 0.0311257 | val_loss: 0.0311434 | Time: 1714.61 ms [2022-02-28 20:11:36 main:574] : INFO : Epoch 1793 | loss: 0.0311236 | val_loss: 0.0311487 | Time: 1717.44 ms [2022-02-28 20:11:37 main:574] : INFO : Epoch 1794 | loss: 0.0311252 | val_loss: 0.0311448 | Time: 1749.62 ms [2022-02-28 20:11:39 main:574] : INFO : Epoch 1795 | loss: 0.031122 | val_loss: 0.0311428 | Time: 1720.19 ms [2022-02-28 20:11:41 main:574] : INFO : Epoch 1796 | loss: 0.0311198 | val_loss: 0.0311444 | Time: 1733.5 ms [2022-02-28 20:11:43 main:574] : INFO : Epoch 1797 | loss: 0.0311191 | val_loss: 0.031143 | Time: 1705.58 ms [2022-02-28 20:11:44 main:574] : INFO : Epoch 1798 | loss: 0.0311184 | val_loss: 0.0311424 | Time: 1736.61 ms [2022-02-28 20:11:46 main:574] : INFO : Epoch 1799 | loss: 0.0311178 | val_loss: 0.0311458 | Time: 1727.35 ms [2022-02-28 20:11:48 main:574] : INFO : Epoch 1800 | loss: 0.0311168 | val_loss: 0.031144 | Time: 1743.97 ms [2022-02-28 20:11:50 main:574] : INFO : Epoch 1801 | loss: 0.0311183 | val_loss: 0.0311479 | Time: 1758.2 ms [2022-02-28 20:11:51 main:574] : INFO : Epoch 1802 | loss: 0.0311216 | val_loss: 0.0311529 | Time: 1739.26 ms [2022-02-28 20:11:53 main:574] : INFO : Epoch 1803 | loss: 0.0311182 | val_loss: 0.0311482 | Time: 1717.54 ms [2022-02-28 20:11:55 main:574] : INFO : Epoch 1804 | loss: 0.0311161 | val_loss: 0.0311401 | Time: 1680.96 ms [2022-02-28 20:11:56 main:574] : INFO : Epoch 1805 | loss: 0.0311164 | val_loss: 0.0311437 | Time: 1721.1 ms [2022-02-28 20:11:58 main:574] : INFO : Epoch 1806 | loss: 0.0311135 | val_loss: 0.0311422 | Time: 1727.32 ms [2022-02-28 20:12:00 main:574] : INFO : Epoch 1807 | loss: 0.0311134 | val_loss: 0.0311446 | Time: 1751.52 ms [2022-02-28 20:12:02 main:574] : INFO : Epoch 1808 | loss: 0.0311106 | val_loss: 0.0311419 | Time: 1768.24 ms [2022-02-28 20:12:03 main:574] : INFO : Epoch 1809 | loss: 0.03111 | val_loss: 0.0311453 | Time: 1740.66 ms [2022-02-28 20:12:05 main:574] : INFO : Epoch 1810 | loss: 0.0311102 | val_loss: 0.0311418 | Time: 1767.22 ms [2022-02-28 20:12:07 main:574] : INFO : Epoch 1811 | loss: 0.0311122 | val_loss: 0.0311432 | Time: 1820.6 ms [2022-02-28 20:12:09 main:574] : INFO : Epoch 1812 | loss: 0.0311157 | val_loss: 0.0311486 | Time: 1713.22 ms [2022-02-28 20:12:11 main:574] : INFO : Epoch 1813 | loss: 0.0311155 | val_loss: 0.0311524 | Time: 1705.11 ms [2022-02-28 20:12:12 main:574] : INFO : Epoch 1814 | loss: 0.0311159 | val_loss: 0.0311457 | Time: 1792.83 ms [2022-02-28 20:12:14 main:574] : INFO : Epoch 1815 | loss: 0.0311109 | val_loss: 0.0311559 | Time: 1692.78 ms [2022-02-28 20:12:16 main:574] : INFO : Epoch 1816 | loss: 0.0311086 | val_loss: 0.0311506 | Time: 1723.67 ms [2022-02-28 20:12:17 main:574] : INFO : Epoch 1817 | loss: 0.0311303 | val_loss: 0.0311681 | Time: 1730.51 ms [2022-02-28 20:12:19 main:574] : INFO : Epoch 1818 | loss: 0.0311592 | val_loss: 0.0311552 | Time: 1714.26 ms [2022-02-28 20:12:21 main:574] : INFO : Epoch 1819 | loss: 0.0311452 | val_loss: 0.0311451 | Time: 1675.11 ms [2022-02-28 20:12:23 main:574] : INFO : Epoch 1820 | loss: 0.0311362 | val_loss: 0.0311425 | Time: 1732.63 ms [2022-02-28 20:12:24 main:574] : INFO : Epoch 1821 | loss: 0.0311332 | val_loss: 0.0311512 | Time: 1684.16 ms [2022-02-28 20:12:26 main:574] : INFO : Epoch 1822 | loss: 0.0311322 | val_loss: 0.0311466 | Time: 1663.14 ms [2022-02-28 20:12:28 main:574] : INFO : Epoch 1823 | loss: 0.031125 | val_loss: 0.0311415 | Time: 1654.28 ms [2022-02-28 20:12:29 main:574] : INFO : Epoch 1824 | loss: 0.0311226 | val_loss: 0.0311365 | Time: 1759.75 ms [2022-02-28 20:12:31 main:574] : INFO : Epoch 1825 | loss: 0.0311177 | val_loss: 0.0311383 | Time: 1706.36 ms [2022-02-28 20:12:33 main:574] : INFO : Epoch 1826 | loss: 0.0311163 | val_loss: 0.0311382 | Time: 1659.63 ms [2022-02-28 20:12:34 main:574] : INFO : Epoch 1827 | loss: 0.0311148 | val_loss: 0.0311379 | Time: 1705.23 ms [2022-02-28 20:12:36 main:574] : INFO : Epoch 1828 | loss: 0.031115 | val_loss: 0.0311415 | Time: 1748.89 ms [2022-02-28 20:12:38 main:574] : INFO : Epoch 1829 | loss: 0.0311154 | val_loss: 0.0311382 | Time: 1811.58 ms [2022-02-28 20:12:40 main:574] : INFO : Epoch 1830 | loss: 0.0311156 | val_loss: 0.0311357 | Time: 1770.9 ms [2022-02-28 20:12:41 main:574] : INFO : Epoch 1831 | loss: 0.031111 | val_loss: 0.0311408 | Time: 1714.59 ms [2022-02-28 20:12:43 main:574] : INFO : Epoch 1832 | loss: 0.0311095 | val_loss: 0.0311393 | Time: 1662.76 ms [2022-02-28 20:12:45 main:574] : INFO : Epoch 1833 | loss: 0.0311088 | val_loss: 0.0311372 | Time: 1714.32 ms [2022-02-28 20:12:47 main:574] : INFO : Epoch 1834 | loss: 0.0311079 | val_loss: 0.0311395 | Time: 1732.35 ms [2022-02-28 20:12:48 main:574] : INFO : Epoch 1835 | loss: 0.0311062 | val_loss: 0.0311373 | Time: 1679.58 ms [2022-02-28 20:12:50 main:574] : INFO : Epoch 1836 | loss: 0.0311066 | val_loss: 0.0311455 | Time: 1731.72 ms [2022-02-28 20:12:52 main:574] : INFO : Epoch 1837 | loss: 0.0311078 | val_loss: 0.0311354 | Time: 1721.5 ms [2022-02-28 20:12:53 main:574] : INFO : Epoch 1838 | loss: 0.0311051 | val_loss: 0.0311402 | Time: 1729.93 ms [2022-02-28 20:12:55 main:574] : INFO : Epoch 1839 | loss: 0.0311139 | val_loss: 0.0311557 | Time: 1698.24 ms [2022-02-28 20:12:57 main:574] : INFO : Epoch 1840 | loss: 0.0311155 | val_loss: 0.0311462 | Time: 1683.22 ms [2022-02-28 20:12:59 main:574] : INFO : Epoch 1841 | loss: 0.0311054 | val_loss: 0.0311402 | Time: 1784.4 ms [2022-02-28 20:13:00 main:574] : INFO : Epoch 1842 | loss: 0.0311043 | val_loss: 0.0311389 | Time: 1714.55 ms [2022-02-28 20:13:02 main:574] : INFO : Epoch 1843 | loss: 0.0311019 | val_loss: 0.0311408 | Time: 1739.59 ms [2022-02-28 20:13:04 main:574] : INFO : Epoch 1844 | loss: 0.0311021 | val_loss: 0.031136 | Time: 1727.92 ms [2022-02-28 20:13:06 main:574] : INFO : Epoch 1845 | loss: 0.0311008 | val_loss: 0.0311383 | Time: 1740.6 ms [2022-02-28 20:13:07 main:574] : INFO : Epoch 1846 | loss: 0.0310995 | val_loss: 0.0311424 | Time: 1707.49 ms [2022-02-28 20:13:09 main:574] : INFO : Epoch 1847 | loss: 0.0310994 | val_loss: 0.0311444 | Time: 1728.45 ms [2022-02-28 20:13:11 main:574] : INFO : Epoch 1848 | loss: 0.0311022 | val_loss: 0.031142 | Time: 1701.43 ms [2022-02-28 20:13:12 main:574] : INFO : Epoch 1849 | loss: 0.0310994 | val_loss: 0.0311435 | Time: 1698.55 ms [2022-02-28 20:13:14 main:574] : INFO : Epoch 1850 | loss: 0.0310979 | val_loss: 0.0311394 | Time: 1713.09 ms [2022-02-28 20:13:16 main:574] : INFO : Epoch 1851 | loss: 0.0311019 | val_loss: 0.0311432 | Time: 1706.44 ms [2022-02-28 20:13:18 main:574] : INFO : Epoch 1852 | loss: 0.0311007 | val_loss: 0.0311491 | Time: 1719.75 ms [2022-02-28 20:13:19 main:574] : INFO : Epoch 1853 | loss: 0.0311021 | val_loss: 0.0311458 | Time: 1701.61 ms [2022-02-28 20:13:21 main:574] : INFO : Epoch 1854 | loss: 0.0310981 | val_loss: 0.0311404 | Time: 1696.9 ms [2022-02-28 20:13:23 main:574] : INFO : Epoch 1855 | loss: 0.0310965 | val_loss: 0.0311393 | Time: 1711.44 ms [2022-02-28 20:13:24 main:574] : INFO : Epoch 1856 | loss: 0.0310993 | val_loss: 0.0311459 | Time: 1685.06 ms [2022-02-28 20:13:26 main:574] : INFO : Epoch 1857 | loss: 0.0311062 | val_loss: 0.0311358 | Time: 1674.46 ms [2022-02-28 20:13:28 main:574] : INFO : Epoch 1858 | loss: 0.0311008 | val_loss: 0.0311398 | Time: 1717.44 ms [2022-02-28 20:13:30 main:574] : INFO : Epoch 1859 | loss: 0.0311012 | val_loss: 0.0311406 | Time: 1731.1 ms [2022-02-28 20:13:31 main:574] : INFO : Epoch 1860 | loss: 0.0310961 | val_loss: 0.0311562 | Time: 1774.96 ms [2022-02-28 20:13:33 main:574] : INFO : Epoch 1861 | loss: 0.0310976 | val_loss: 0.0311452 | Time: 1710.63 ms [2022-02-28 20:13:35 main:574] : INFO : Epoch 1862 | loss: 0.0310943 | val_loss: 0.0311476 | Time: 1770.04 ms [2022-02-28 20:13:37 main:574] : INFO : Epoch 1863 | loss: 0.0310952 | val_loss: 0.0311441 | Time: 1714.45 ms [2022-02-28 20:13:38 main:574] : INFO : Epoch 1864 | loss: 0.0310938 | val_loss: 0.0311506 | Time: 1712.59 ms [2022-02-28 20:13:40 main:574] : INFO : Epoch 1865 | loss: 0.0310936 | val_loss: 0.0311504 | Time: 1741.58 ms [2022-02-28 20:13:42 main:574] : INFO : Epoch 1866 | loss: 0.0311002 | val_loss: 0.0311435 | Time: 1700.74 ms [2022-02-28 20:13:43 main:574] : INFO : Epoch 1867 | loss: 0.031096 | val_loss: 0.0311442 | Time: 1705.3 ms [2022-02-28 20:13:45 main:574] : INFO : Epoch 1868 | loss: 0.031095 | val_loss: 0.0311455 | Time: 1757.41 ms [2022-02-28 20:13:47 main:574] : INFO : Epoch 1869 | loss: 0.0310943 | val_loss: 0.0311419 | Time: 1770.51 ms [2022-02-28 20:13:49 main:574] : INFO : Epoch 1870 | loss: 0.0310965 | val_loss: 0.0311413 | Time: 1731.94 ms [2022-02-28 20:13:50 main:574] : INFO : Epoch 1871 | loss: 0.0310946 | val_loss: 0.0311453 | Time: 1701.17 ms [2022-02-28 20:13:52 main:574] : INFO : Epoch 1872 | loss: 0.0310935 | val_loss: 0.0311479 | Time: 1709.63 ms [2022-02-28 20:13:54 main:574] : INFO : Epoch 1873 | loss: 0.0310937 | val_loss: 0.0311494 | Time: 1675.33 ms [2022-02-28 20:13:55 main:574] : INFO : Epoch 1874 | loss: 0.0310951 | val_loss: 0.0311433 | Time: 1747.56 ms [2022-02-28 20:13:57 main:574] : INFO : Epoch 1875 | loss: 0.0310917 | val_loss: 0.0311444 | Time: 1750.9 ms [2022-02-28 20:13:59 main:574] : INFO : Epoch 1876 | loss: 0.031089 | val_loss: 0.0311439 | Time: 1687.14 ms [2022-02-28 20:14:01 main:574] : INFO : Epoch 1877 | loss: 0.0310922 | val_loss: 0.0311371 | Time: 1714.83 ms [2022-02-28 20:14:02 main:574] : INFO : Epoch 1878 | loss: 0.0310956 | val_loss: 0.0311425 | Time: 1721.38 ms [2022-02-28 20:14:04 main:574] : INFO : Epoch 1879 | loss: 0.0310951 | val_loss: 0.0311481 | Time: 1769.34 ms [2022-02-28 20:14:06 main:574] : INFO : Epoch 1880 | loss: 0.0310919 | val_loss: 0.0311412 | Time: 1724.86 ms [2022-02-28 20:14:08 main:574] : INFO : Epoch 1881 | loss: 0.0310895 | val_loss: 0.0311448 | Time: 1678.73 ms [2022-02-28 20:14:09 main:574] : INFO : Epoch 1882 | loss: 0.0310902 | val_loss: 0.0311507 | Time: 1703.56 ms [2022-02-28 20:14:11 main:574] : INFO : Epoch 1883 | loss: 0.0311077 | val_loss: 0.0311481 | Time: 1763.99 ms [2022-02-28 20:14:13 main:574] : INFO : Epoch 1884 | loss: 0.0311154 | val_loss: 0.0311413 | Time: 1733.01 ms [2022-02-28 20:14:15 main:574] : INFO : Epoch 1885 | loss: 0.031105 | val_loss: 0.0311377 | Time: 1749.58 ms [2022-02-28 20:14:16 main:574] : INFO : Epoch 1886 | loss: 0.0310989 | val_loss: 0.0311411 | Time: 1669.56 ms [2022-02-28 20:14:18 main:574] : INFO : Epoch 1887 | loss: 0.0310945 | val_loss: 0.0311462 | Time: 1729.56 ms [2022-02-28 20:14:20 main:574] : INFO : Epoch 1888 | loss: 0.0310946 | val_loss: 0.0311365 | Time: 1694.75 ms [2022-02-28 20:14:21 main:574] : INFO : Epoch 1889 | loss: 0.0310931 | val_loss: 0.0311455 | Time: 1690.04 ms [2022-02-28 20:14:23 main:574] : INFO : Epoch 1890 | loss: 0.0310922 | val_loss: 0.0311442 | Time: 1717.37 ms [2022-02-28 20:14:25 main:574] : INFO : Epoch 1891 | loss: 0.0310896 | val_loss: 0.0311459 | Time: 1731.86 ms [2022-02-28 20:14:27 main:574] : INFO : Epoch 1892 | loss: 0.0310885 | val_loss: 0.031141 | Time: 1730.07 ms [2022-02-28 20:14:28 main:574] : INFO : Epoch 1893 | loss: 0.0310887 | val_loss: 0.0311397 | Time: 1724.59 ms [2022-02-28 20:14:30 main:574] : INFO : Epoch 1894 | loss: 0.0310872 | val_loss: 0.0311558 | Time: 1704.83 ms [2022-02-28 20:14:32 main:574] : INFO : Epoch 1895 | loss: 0.0310849 | val_loss: 0.0311485 | Time: 1689.43 ms [2022-02-28 20:14:33 main:574] : INFO : Epoch 1896 | loss: 0.0310867 | val_loss: 0.0311479 | Time: 1712.66 ms [2022-02-28 20:14:35 main:574] : INFO : Epoch 1897 | loss: 0.0310847 | val_loss: 0.0311495 | Time: 1760.82 ms [2022-02-28 20:14:37 main:574] : INFO : Epoch 1898 | loss: 0.0310852 | val_loss: 0.0311484 | Time: 1693.52 ms [2022-02-28 20:14:38 main:574] : INFO : Epoch 1899 | loss: 0.0310834 | val_loss: 0.0311533 | Time: 1670.81 ms [2022-02-28 20:14:40 main:574] : INFO : Epoch 1900 | loss: 0.0310848 | val_loss: 0.0311476 | Time: 1725.23 ms [2022-02-28 20:14:42 main:574] : INFO : Epoch 1901 | loss: 0.031088 | val_loss: 0.0311499 | Time: 1671.95 ms [2022-02-28 20:14:44 main:574] : INFO : Epoch 1902 | loss: 0.0310864 | val_loss: 0.0311488 | Time: 1714.14 ms [2022-02-28 20:14:45 main:574] : INFO : Epoch 1903 | loss: 0.0310888 | val_loss: 0.0311442 | Time: 1685.2 ms [2022-02-28 20:14:47 main:574] : INFO : Epoch 1904 | loss: 0.0310855 | val_loss: 0.0311434 | Time: 1773.8 ms [2022-02-28 20:14:49 main:574] : INFO : Epoch 1905 | loss: 0.0310851 | val_loss: 0.0311466 | Time: 1725.23 ms [2022-02-28 20:14:51 main:574] : INFO : Epoch 1906 | loss: 0.0310826 | val_loss: 0.0311511 | Time: 1733.2 ms [2022-02-28 20:14:52 main:574] : INFO : Epoch 1907 | loss: 0.0310827 | val_loss: 0.0311573 | Time: 1707.27 ms [2022-02-28 20:14:54 main:574] : INFO : Epoch 1908 | loss: 0.0311171 | val_loss: 0.031205 | Time: 1767.39 ms [2022-02-28 20:14:56 main:574] : INFO : Epoch 1909 | loss: 0.0348993 | val_loss: 0.0396064 | Time: 1727.68 ms [2022-02-28 20:14:57 main:574] : INFO : Epoch 1910 | loss: 0.0354997 | val_loss: 0.0329483 | Time: 1699.45 ms [2022-02-28 20:14:59 main:574] : INFO : Epoch 1911 | loss: 0.0317622 | val_loss: 0.031413 | Time: 1679.8 ms [2022-02-28 20:15:01 main:574] : INFO : Epoch 1912 | loss: 0.0313292 | val_loss: 0.0312666 | Time: 1728.36 ms [2022-02-28 20:15:03 main:574] : INFO : Epoch 1913 | loss: 0.0312576 | val_loss: 0.0312445 | Time: 1742.04 ms [2022-02-28 20:15:04 main:574] : INFO : Epoch 1914 | loss: 0.0312437 | val_loss: 0.03124 | Time: 1710.49 ms [2022-02-28 20:15:06 main:574] : INFO : Epoch 1915 | loss: 0.0312396 | val_loss: 0.0312388 | Time: 1785.7 ms [2022-02-28 20:15:08 main:574] : INFO : Epoch 1916 | loss: 0.0312376 | val_loss: 0.0312363 | Time: 1719.72 ms [2022-02-28 20:15:10 main:574] : INFO : Epoch 1917 | loss: 0.031236 | val_loss: 0.0312361 | Time: 1691.49 ms [2022-02-28 20:15:11 main:574] : INFO : Epoch 1918 | loss: 0.0312338 | val_loss: 0.0312324 | Time: 1660.73 ms [2022-02-28 20:15:13 main:574] : INFO : Epoch 1919 | loss: 0.0312318 | val_loss: 0.0312298 | Time: 1707.15 ms [2022-02-28 20:15:15 main:574] : INFO : Epoch 1920 | loss: 0.031229 | val_loss: 0.0312285 | Time: 1680.66 ms [2022-02-28 20:15:16 main:574] : INFO : Epoch 1921 | loss: 0.0312268 | val_loss: 0.0312235 | Time: 1784.75 ms [2022-02-28 20:15:18 main:574] : INFO : Epoch 1922 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 1783 ms [2022-02-28 20:15:20 main:574] : INFO : Epoch 1923 | loss: 0.0312223 | val_loss: 0.031219 | Time: 1710.81 ms [2022-02-28 20:15:22 main:574] : INFO : Epoch 1924 | loss: 0.0312232 | val_loss: 0.0312195 | Time: 1732.57 ms [2022-02-28 20:15:23 main:574] : INFO : Epoch 1925 | loss: 0.031217 | val_loss: 0.0312183 | Time: 1719.51 ms [2022-02-28 20:15:25 main:574] : INFO : Epoch 1926 | loss: 0.0312164 | val_loss: 0.0312187 | Time: 1709.12 ms [2022-02-28 20:15:27 main:574] : INFO : Epoch 1927 | loss: 0.0312176 | val_loss: 0.0312099 | Time: 1699.68 ms [2022-02-28 20:15:28 main:574] : INFO : Epoch 1928 | loss: 0.0312116 | val_loss: 0.0312054 | Time: 1684.21 ms [2022-02-28 20:15:30 main:574] : INFO : Epoch 1929 | loss: 0.0312087 | val_loss: 0.0312034 | Time: 1738.14 ms [2022-02-28 20:15:32 main:574] : INFO : Epoch 1930 | loss: 0.0312062 | val_loss: 0.0312013 | Time: 1789.43 ms [2022-02-28 20:15:34 main:574] : INFO : Epoch 1931 | loss: 0.031206 | val_loss: 0.0312041 | Time: 1740.74 ms [2022-02-28 20:15:35 main:574] : INFO : Epoch 1932 | loss: 0.0312027 | val_loss: 0.0311974 | Time: 1677.97 ms [2022-02-28 20:15:37 main:574] : INFO : Epoch 1933 | loss: 0.0312063 | val_loss: 0.0311993 | Time: 1721.15 ms [2022-02-28 20:15:39 main:574] : INFO : Epoch 1934 | loss: 0.0312036 | val_loss: 0.031192 | Time: 1664.81 ms [2022-02-28 20:15:40 main:574] : INFO : Epoch 1935 | loss: 0.0312003 | val_loss: 0.0311996 | Time: 1673.15 ms [2022-02-28 20:15:42 main:574] : INFO : Epoch 1936 | loss: 0.0311952 | val_loss: 0.0311912 | Time: 1720.53 ms [2022-02-28 20:15:44 main:574] : INFO : Epoch 1937 | loss: 0.0311907 | val_loss: 0.0311864 | Time: 1676.5 ms [2022-02-28 20:15:46 main:574] : INFO : Epoch 1938 | loss: 0.0311903 | val_loss: 0.031185 | Time: 1718.76 ms [2022-02-28 20:15:47 main:574] : INFO : Epoch 1939 | loss: 0.0311907 | val_loss: 0.031207 | Time: 1690.44 ms [2022-02-28 20:15:49 main:574] : INFO : Epoch 1940 | loss: 0.0311974 | val_loss: 0.0311855 | Time: 1654.26 ms [2022-02-28 20:15:51 main:574] : INFO : Epoch 1941 | loss: 0.0311843 | val_loss: 0.0311813 | Time: 1716.97 ms [2022-02-28 20:15:52 main:574] : INFO : Epoch 1942 | loss: 0.0311837 | val_loss: 0.0311804 | Time: 1754.22 ms [2022-02-28 20:15:54 main:574] : INFO : Epoch 1943 | loss: 0.0311885 | val_loss: 0.0311791 | Time: 1698.32 ms [2022-02-28 20:15:56 main:574] : INFO : Epoch 1944 | loss: 0.0311836 | val_loss: 0.0311817 | Time: 1675.15 ms [2022-02-28 20:15:58 main:574] : INFO : Epoch 1945 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 1728.15 ms [2022-02-28 20:15:59 main:574] : INFO : Epoch 1946 | loss: 0.0311812 | val_loss: 0.0311791 | Time: 1703.93 ms [2022-02-28 20:16:01 main:574] : INFO : Epoch 1947 | loss: 0.0311789 | val_loss: 0.0311758 | Time: 1734.73 ms [2022-02-28 20:16:03 main:574] : INFO : Epoch 1948 | loss: 0.0311788 | val_loss: 0.0311758 | Time: 1761.89 ms [2022-02-28 20:16:04 main:574] : INFO : Epoch 1949 | loss: 0.0311798 | val_loss: 0.0311743 | Time: 1687.9 ms [2022-02-28 20:16:06 main:574] : INFO : Epoch 1950 | loss: 0.0311769 | val_loss: 0.0311737 | Time: 1719.71 ms [2022-02-28 20:16:08 main:574] : INFO : Epoch 1951 | loss: 0.0311802 | val_loss: 0.0311808 | Time: 1702.03 ms [2022-02-28 20:16:10 main:574] : INFO : Epoch 1952 | loss: 0.0311772 | val_loss: 0.0311744 | Time: 1696.95 ms [2022-02-28 20:16:11 main:574] : INFO : Epoch 1953 | loss: 0.0311747 | val_loss: 0.0311756 | Time: 1722.26 ms [2022-02-28 20:16:13 main:574] : INFO : Epoch 1954 | loss: 0.0311788 | val_loss: 0.0311712 | Time: 1776.75 ms [2022-02-28 20:16:15 main:574] : INFO : Epoch 1955 | loss: 0.0311736 | val_loss: 0.0311719 | Time: 1730.82 ms [2022-02-28 20:16:17 main:574] : INFO : Epoch 1956 | loss: 0.0311774 | val_loss: 0.0311763 | Time: 1776.01 ms [2022-02-28 20:16:18 main:574] : INFO : Epoch 1957 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 1685.18 ms [2022-02-28 20:16:20 main:574] : INFO : Epoch 1958 | loss: 0.0311738 | val_loss: 0.0311698 | Time: 1716.31 ms [2022-02-28 20:16:22 main:574] : INFO : Epoch 1959 | loss: 0.0311757 | val_loss: 0.0311677 | Time: 1813.63 ms [2022-02-28 20:16:24 main:574] : INFO : Epoch 1960 | loss: 0.0311741 | val_loss: 0.03117 | Time: 1748.02 ms [2022-02-28 20:16:25 main:574] : INFO : Epoch 1961 | loss: 0.03117 | val_loss: 0.0311665 | Time: 1729.77 ms [2022-02-28 20:16:27 main:574] : INFO : Epoch 1962 | loss: 0.0311734 | val_loss: 0.031166 | Time: 1684.01 ms [2022-02-28 20:16:29 main:574] : INFO : Epoch 1963 | loss: 0.0311673 | val_loss: 0.0311704 | Time: 1744.43 ms [2022-02-28 20:16:30 main:574] : INFO : Epoch 1964 | loss: 0.0311689 | val_loss: 0.0311695 | Time: 1750.92 ms [2022-02-28 20:16:32 main:574] : INFO : Epoch 1965 | loss: 0.0311689 | val_loss: 0.0311669 | Time: 1771.52 ms [2022-02-28 20:16:34 main:574] : INFO : Epoch 1966 | loss: 0.0311746 | val_loss: 0.0311927 | Time: 1750.41 ms [2022-02-28 20:16:36 main:574] : INFO : Epoch 1967 | loss: 0.0311681 | val_loss: 0.0311682 | Time: 1778.19 ms [2022-02-28 20:16:38 main:574] : INFO : Epoch 1968 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 1727.22 ms [2022-02-28 20:16:39 main:574] : INFO : Epoch 1969 | loss: 0.0311696 | val_loss: 0.0311797 | Time: 1751.19 ms [2022-02-28 20:16:41 main:574] : INFO : Epoch 1970 | loss: 0.0311769 | val_loss: 0.0311636 | Time: 1794.2 ms [2022-02-28 20:16:43 main:574] : INFO : Epoch 1971 | loss: 0.0311695 | val_loss: 0.0311636 | Time: 1764.93 ms [2022-02-28 20:16:45 main:574] : INFO : Epoch 1972 | loss: 0.0311641 | val_loss: 0.0311636 | Time: 1719.4 ms [2022-02-28 20:16:46 main:574] : INFO : Epoch 1973 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 1686.37 ms [2022-02-28 20:16:48 main:574] : INFO : Epoch 1974 | loss: 0.0311631 | val_loss: 0.0311624 | Time: 1676.18 ms [2022-02-28 20:16:50 main:574] : INFO : Epoch 1975 | loss: 0.0311613 | val_loss: 0.0311625 | Time: 1775.14 ms [2022-02-28 20:16:51 main:574] : INFO : Epoch 1976 | loss: 0.0311714 | val_loss: 0.0311647 | Time: 1790.59 ms [2022-02-28 20:16:53 main:574] : INFO : Epoch 1977 | loss: 0.0311643 | val_loss: 0.0311625 | Time: 1660.44 ms [2022-02-28 20:16:55 main:574] : INFO : Epoch 1978 | loss: 0.0311631 | val_loss: 0.0311613 | Time: 1738.98 ms [2022-02-28 20:16:57 main:574] : INFO : Epoch 1979 | loss: 0.0311614 | val_loss: 0.0311615 | Time: 1717.64 ms [2022-02-28 20:16:58 main:574] : INFO : Epoch 1980 | loss: 0.0311607 | val_loss: 0.0311595 | Time: 1750.58 ms [2022-02-28 20:17:00 main:574] : INFO : Epoch 1981 | loss: 0.0311604 | val_loss: 0.0311643 | Time: 1721.38 ms [2022-02-28 20:17:02 main:574] : INFO : Epoch 1982 | loss: 0.0311592 | val_loss: 0.0311592 | Time: 1770.41 ms [2022-02-28 20:17:04 main:574] : INFO : Epoch 1983 | loss: 0.031162 | val_loss: 0.03116 | Time: 1743.11 ms [2022-02-28 20:17:05 main:574] : INFO : Epoch 1984 | loss: 0.0311574 | val_loss: 0.0311614 | Time: 1700.46 ms [2022-02-28 20:17:07 main:574] : INFO : Epoch 1985 | loss: 0.0311577 | val_loss: 0.0311577 | Time: 1728.02 ms [2022-02-28 20:17:09 main:574] : INFO : Epoch 1986 | loss: 0.0311563 | val_loss: 0.0311604 | Time: 1699.48 ms [2022-02-28 20:17:10 main:574] : INFO : Epoch 1987 | loss: 0.0311561 | val_loss: 0.0311566 | Time: 1658.66 ms [2022-02-28 20:17:12 main:574] : INFO : Epoch 1988 | loss: 0.0311559 | val_loss: 0.0311606 | Time: 1713.83 ms [2022-02-28 20:17:14 main:574] : INFO : Epoch 1989 | loss: 0.031152 | val_loss: 0.031158 | Time: 1766.45 ms [2022-02-28 20:17:16 main:574] : INFO : Epoch 1990 | loss: 0.0311532 | val_loss: 0.0311552 | Time: 1694.32 ms [2022-02-28 20:17:17 main:574] : INFO : Epoch 1991 | loss: 0.0311565 | val_loss: 0.0311539 | Time: 1700.89 ms [2022-02-28 20:17:19 main:574] : INFO : Epoch 1992 | loss: 0.0311609 | val_loss: 0.0311596 | Time: 1738.36 ms [2022-02-28 20:17:21 main:574] : INFO : Epoch 1993 | loss: 0.0311514 | val_loss: 0.0311507 | Time: 1779.33 ms [2022-02-28 20:17:22 main:574] : INFO : Epoch 1994 | loss: 0.0311502 | val_loss: 0.0311572 | Time: 1661.26 ms [2022-02-28 20:17:24 main:574] : INFO : Epoch 1995 | loss: 0.0311513 | val_loss: 0.0311519 | Time: 1769.43 ms [2022-02-28 20:17:26 main:574] : INFO : Epoch 1996 | loss: 0.0311518 | val_loss: 0.0311558 | Time: 1750.72 ms [2022-02-28 20:17:28 main:574] : INFO : Epoch 1997 | loss: 0.0311538 | val_loss: 0.031157 | Time: 1717.44 ms [2022-02-28 20:17:29 main:574] : INFO : Epoch 1998 | loss: 0.0311514 | val_loss: 0.0311531 | Time: 1693.91 ms [2022-02-28 20:17:31 main:574] : INFO : Epoch 1999 | loss: 0.0311517 | val_loss: 0.0311518 | Time: 1728.72 ms [2022-02-28 20:17:33 main:574] : INFO : Epoch 2000 | loss: 0.0311566 | val_loss: 0.0311685 | Time: 1756.83 ms [2022-02-28 20:17:35 main:574] : INFO : Epoch 2001 | loss: 0.0311574 | val_loss: 0.0311561 | Time: 1761.63 ms [2022-02-28 20:17:36 main:574] : INFO : Epoch 2002 | loss: 0.031148 | val_loss: 0.0311502 | Time: 1661.08 ms [2022-02-28 20:17:38 main:574] : INFO : Epoch 2003 | loss: 0.0311481 | val_loss: 0.0311502 | Time: 1729.71 ms [2022-02-28 20:17:40 main:574] : INFO : Epoch 2004 | loss: 0.0311453 | val_loss: 0.0311504 | Time: 1743.64 ms [2022-02-28 20:17:42 main:574] : INFO : Epoch 2005 | loss: 0.0311441 | val_loss: 0.0311562 | Time: 1734.52 ms [2022-02-28 20:17:43 main:574] : INFO : Epoch 2006 | loss: 0.0311496 | val_loss: 0.0311482 | Time: 1710.83 ms [2022-02-28 20:17:45 main:574] : INFO : Epoch 2007 | loss: 0.0311432 | val_loss: 0.0311476 | Time: 1827.16 ms [2022-02-28 20:17:47 main:574] : INFO : Epoch 2008 | loss: 0.0311478 | val_loss: 0.0311665 | Time: 1749.28 ms [2022-02-28 20:17:49 main:574] : INFO : Epoch 2009 | loss: 0.0311477 | val_loss: 0.0311495 | Time: 1731.9 ms [2022-02-28 20:17:50 main:574] : INFO : Epoch 2010 | loss: 0.0311417 | val_loss: 0.0311484 | Time: 1700.85 ms [2022-02-28 20:17:52 main:574] : INFO : Epoch 2011 | loss: 0.0311416 | val_loss: 0.0311495 | Time: 1784.06 ms [2022-02-28 20:17:54 main:574] : INFO : Epoch 2012 | loss: 0.0311405 | val_loss: 0.0311478 | Time: 1753.79 ms [2022-02-28 20:17:56 main:574] : INFO : Epoch 2013 | loss: 0.0311444 | val_loss: 0.0311676 | Time: 1730.86 ms [2022-02-28 20:17:57 main:574] : INFO : Epoch 2014 | loss: 0.0311483 | val_loss: 0.0311479 | Time: 1658.95 ms [2022-02-28 20:17:59 main:574] : INFO : Epoch 2015 | loss: 0.0311506 | val_loss: 0.0311561 | Time: 1714.88 ms [2022-02-28 20:18:01 main:574] : INFO : Epoch 2016 | loss: 0.0311536 | val_loss: 0.0311637 | Time: 1703.5 ms [2022-02-28 20:18:02 main:574] : INFO : Epoch 2017 | loss: 0.0311648 | val_loss: 0.0311571 | Time: 1730.34 ms [2022-02-28 20:18:04 main:574] : INFO : Epoch 2018 | loss: 0.0311561 | val_loss: 0.0311497 | Time: 1726.23 ms [2022-02-28 20:18:06 main:574] : INFO : Epoch 2019 | loss: 0.0311498 | val_loss: 0.0311484 | Time: 1754.13 ms [2022-02-28 20:18:08 main:574] : INFO : Epoch 2020 | loss: 0.03115 | val_loss: 0.0311579 | Time: 1858.26 ms [2022-02-28 20:18:10 main:574] : INFO : Epoch 2021 | loss: 0.0311494 | val_loss: 0.0311456 | Time: 1757.33 ms [2022-02-28 20:18:11 main:574] : INFO : Epoch 2022 | loss: 0.031143 | val_loss: 0.0311433 | Time: 1732.24 ms [2022-02-28 20:18:13 main:574] : INFO : Epoch 2023 | loss: 0.0311425 | val_loss: 0.0311427 | Time: 1745.71 ms [2022-02-28 20:18:15 main:574] : INFO : Epoch 2024 | loss: 0.0311399 | val_loss: 0.0311417 | Time: 1669.76 ms [2022-02-28 20:18:16 main:574] : INFO : Epoch 2025 | loss: 0.0311394 | val_loss: 0.0311483 | Time: 1744.57 ms [2022-02-28 20:18:18 main:574] : INFO : Epoch 2026 | loss: 0.03114 | val_loss: 0.0311425 | Time: 1698.66 ms [2022-02-28 20:18:20 main:574] : INFO : Epoch 2027 | loss: 0.031142 | val_loss: 0.0311436 | Time: 1710.06 ms [2022-02-28 20:18:22 main:574] : INFO : Epoch 2028 | loss: 0.0311383 | val_loss: 0.0311438 | Time: 1710.75 ms [2022-02-28 20:18:23 main:574] : INFO : Epoch 2029 | loss: 0.0311365 | val_loss: 0.0311402 | Time: 1715.01 ms [2022-02-28 20:18:25 main:574] : INFO : Epoch 2030 | loss: 0.0311369 | val_loss: 0.0311423 | Time: 1773.06 ms [2022-02-28 20:18:27 main:574] : INFO : Epoch 2031 | loss: 0.0311354 | val_loss: 0.0311399 | Time: 1735.45 ms [2022-02-28 20:18:28 main:574] : INFO : Epoch 2032 | loss: 0.031136 | val_loss: 0.0311422 | Time: 1716.52 ms [2022-02-28 20:18:30 main:574] : INFO : Epoch 2033 | loss: 0.0311359 | val_loss: 0.031141 | Time: 1731.36 ms [2022-02-28 20:18:32 main:574] : INFO : Epoch 2034 | loss: 0.031135 | val_loss: 0.0311399 | Time: 1738.37 ms [2022-02-28 20:18:34 main:574] : INFO : Epoch 2035 | loss: 0.0311314 | val_loss: 0.0311389 | Time: 1696.81 ms [2022-02-28 20:18:35 main:574] : INFO : Epoch 2036 | loss: 0.0311296 | val_loss: 0.0311362 | Time: 1689.42 ms [2022-02-28 20:18:37 main:574] : INFO : Epoch 2037 | loss: 0.0311306 | val_loss: 0.0311366 | Time: 1763.74 ms [2022-02-28 20:18:39 main:574] : INFO : Epoch 2038 | loss: 0.0311295 | val_loss: 0.0311358 | Time: 1729.99 ms [2022-02-28 20:18:41 main:574] : INFO : Epoch 2039 | loss: 0.0311285 | val_loss: 0.0311327 | Time: 1766.11 ms [2022-02-28 20:18:42 main:574] : INFO : Epoch 2040 | loss: 0.0311278 | val_loss: 0.0311393 | Time: 1728.15 ms [2022-02-28 20:18:44 main:574] : INFO : Epoch 2041 | loss: 0.0311273 | val_loss: 0.0311333 | Time: 1720.47 ms [2022-02-28 20:18:46 main:574] : INFO : Epoch 2042 | loss: 0.0311243 | val_loss: 0.0311415 | Time: 1742.92 ms [2022-02-28 20:18:48 main:574] : INFO : Epoch 2043 | loss: 0.0311243 | val_loss: 0.031133 | Time: 1715.9 ms [2022-02-28 20:18:49 main:574] : INFO : Epoch 2044 | loss: 0.0311216 | val_loss: 0.0311361 | Time: 1748.08 ms [2022-02-28 20:18:51 main:574] : INFO : Epoch 2045 | loss: 0.0311221 | val_loss: 0.0311347 | Time: 1724.47 ms [2022-02-28 20:18:53 main:574] : INFO : Epoch 2046 | loss: 0.0311206 | val_loss: 0.0311333 | Time: 1718.59 ms [2022-02-28 20:18:54 main:574] : INFO : Epoch 2047 | loss: 0.0311206 | val_loss: 0.0311322 | Time: 1655.18 ms [2022-02-28 20:18:56 main:574] : INFO : Epoch 2048 | loss: 0.0311259 | val_loss: 0.0311353 | Time: 1649.71 ms [2022-02-28 20:18:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311353 [2022-02-28 20:18:56 main:603] : INFO : Saving end state to config to file [2022-02-28 20:18:56 main:608] : INFO : Success, exiting.. 20:18:56 (2028): 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)