Task 7715119
| Name | ParityModified-1630358626-1942-3_3 |
| Workunit | 5204828 |
| Created | 30 Sep 2021, 9:05:32 UTC |
| Sent | 30 Sep 2021, 17:25:03 UTC |
| Report deadline | 7 Oct 2021, 17:25:03 UTC |
| Received | 2 Oct 2021, 10:13:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 13 sec |
| CPU time | 58 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311004 | val_loss: 0.0311306 | Time: 1681.4 ms [2021-10-02 05:58:23 main:581] : INFO : Epoch 1539 | loss: 0.0311068 | val_loss: 0.031137 | Time: 1674.76 ms [2021-10-02 05:58:25 main:581] : INFO : Epoch 1540 | loss: 0.0311109 | val_loss: 0.0311304 | Time: 1699.14 ms [2021-10-02 05:58:27 main:581] : INFO : Epoch 1541 | loss: 0.0311068 | val_loss: 0.031128 | Time: 1719.05 ms [2021-10-02 05:58:28 main:581] : INFO : Epoch 1542 | loss: 0.0311034 | val_loss: 0.0311352 | Time: 1700.91 ms [2021-10-02 05:58:30 main:581] : INFO : Epoch 1543 | loss: 0.0311001 | val_loss: 0.0311287 | Time: 1717.53 ms [2021-10-02 05:58:32 main:581] : INFO : Epoch 1544 | loss: 0.0311043 | val_loss: 0.0311297 | Time: 1707.27 ms [2021-10-02 05:58:33 main:581] : INFO : Epoch 1545 | loss: 0.0311023 | val_loss: 0.0311352 | Time: 1705.67 ms [2021-10-02 05:58:35 main:581] : INFO : Epoch 1546 | loss: 0.0310994 | val_loss: 0.0311379 | Time: 1711.61 ms [2021-10-02 05:58:37 main:581] : INFO : Epoch 1547 | loss: 0.0310956 | val_loss: 0.0311339 | Time: 1684.91 ms [2021-10-02 05:58:39 main:581] : INFO : Epoch 1548 | loss: 0.0310956 | val_loss: 0.0311343 | Time: 1722.49 ms [2021-10-02 05:58:40 main:581] : INFO : Epoch 1549 | loss: 0.0310974 | val_loss: 0.031135 | Time: 1703.01 ms [2021-10-02 05:58:42 main:581] : INFO : Epoch 1550 | loss: 0.0310942 | val_loss: 0.031138 | Time: 1702.12 ms [2021-10-02 05:58:44 main:581] : INFO : Epoch 1551 | loss: 0.0310918 | val_loss: 0.0311347 | Time: 1691.15 ms [2021-10-02 05:58:45 main:581] : INFO : Epoch 1552 | loss: 0.0310916 | val_loss: 0.0311465 | Time: 1719.36 ms [2021-10-02 05:58:47 main:581] : INFO : Epoch 1553 | loss: 0.0310905 | val_loss: 0.0311397 | Time: 1721.98 ms [2021-10-02 05:58:49 main:581] : INFO : Epoch 1554 | loss: 0.0310922 | val_loss: 0.0311401 | Time: 1688.15 ms [2021-10-02 05:58:50 main:581] : INFO : Epoch 1555 | loss: 0.0310939 | val_loss: 0.0311385 | Time: 1704.92 ms [2021-10-02 05:58:52 main:581] : INFO : Epoch 1556 | loss: 0.0310965 | val_loss: 0.0311384 | Time: 1680.47 ms [2021-10-02 05:58:54 main:581] : INFO : Epoch 1557 | loss: 0.0310945 | val_loss: 0.031141 | Time: 1722.28 ms [2021-10-02 05:58:56 main:581] : INFO : Epoch 1558 | loss: 0.0310957 | val_loss: 0.0311349 | Time: 1709.31 ms [2021-10-02 05:58:57 main:581] : INFO : Epoch 1559 | loss: 0.031095 | val_loss: 0.0311389 | Time: 1720.06 ms [2021-10-02 05:58:59 main:581] : INFO : Epoch 1560 | loss: 0.0310965 | val_loss: 0.0311392 | Time: 1706.89 ms [2021-10-02 05:59:01 main:581] : INFO : Epoch 1561 | loss: 0.0310936 | val_loss: 0.0311364 | Time: 1745.19 ms [2021-10-02 05:59:02 main:581] : INFO : Epoch 1562 | loss: 0.0310978 | val_loss: 0.0311436 | Time: 1692.2 ms [2021-10-02 05:59:04 main:581] : INFO : Epoch 1563 | loss: 0.0310902 | val_loss: 0.0311362 | Time: 1747.49 ms [2021-10-02 05:59:06 main:581] : INFO : Epoch 1564 | loss: 0.0310898 | val_loss: 0.0311437 | Time: 1723.19 ms [2021-10-02 05:59:08 main:581] : INFO : Epoch 1565 | loss: 0.0310898 | val_loss: 0.0311443 | Time: 1703.58 ms [2021-10-02 05:59:09 main:581] : INFO : Epoch 1566 | loss: 0.0310902 | val_loss: 0.0311356 | Time: 1699.49 ms [2021-10-02 05:59:11 main:581] : INFO : Epoch 1567 | loss: 0.0310872 | val_loss: 0.0311433 | Time: 1728.68 ms [2021-10-02 05:59:13 main:581] : INFO : Epoch 1568 | loss: 0.0310876 | val_loss: 0.0311506 | Time: 1706.41 ms [2021-10-02 05:59:14 main:581] : INFO : Epoch 1569 | loss: 0.0310887 | val_loss: 0.031142 | Time: 1722.99 ms [2021-10-02 05:59:16 main:581] : INFO : Epoch 1570 | loss: 0.0310896 | val_loss: 0.0311417 | Time: 1715.69 ms [2021-10-02 05:59:18 main:581] : INFO : Epoch 1571 | loss: 0.0310908 | val_loss: 0.0311367 | Time: 1716.26 ms [2021-10-02 05:59:20 main:581] : INFO : Epoch 1572 | loss: 0.0310878 | val_loss: 0.0311387 | Time: 1699.79 ms [2021-10-02 05:59:21 main:581] : INFO : Epoch 1573 | loss: 0.0310913 | val_loss: 0.0311515 | Time: 1709.62 ms [2021-10-02 05:59:23 main:581] : INFO : Epoch 1574 | loss: 0.0310912 | val_loss: 0.031139 | Time: 1719.15 ms [2021-10-02 05:59:25 main:581] : INFO : Epoch 1575 | loss: 0.0310894 | val_loss: 0.0311362 | Time: 1713.23 ms [2021-10-02 05:59:26 main:581] : INFO : Epoch 1576 | loss: 0.0310906 | val_loss: 0.0311366 | Time: 1682.03 ms [2021-10-02 05:59:28 main:581] : INFO : Epoch 1577 | loss: 0.0310906 | val_loss: 0.0311406 | Time: 1645.62 ms [2021-10-02 05:59:30 main:581] : INFO : Epoch 1578 | loss: 0.0310911 | val_loss: 0.0311384 | Time: 1683.63 ms [2021-10-02 05:59:32 main:581] : INFO : Epoch 1579 | loss: 0.0310885 | val_loss: 0.0311369 | Time: 1728.99 ms [2021-10-02 05:59:33 main:581] : INFO : Epoch 1580 | loss: 0.0310872 | val_loss: 0.0311359 | Time: 1711.6 ms [2021-10-02 05:59:35 main:581] : INFO : Epoch 1581 | loss: 0.0310881 | val_loss: 0.0311418 | Time: 1654.96 ms [2021-10-02 05:59:37 main:581] : INFO : Epoch 1582 | loss: 0.031092 | val_loss: 0.0311422 | Time: 1670.62 ms [2021-10-02 05:59:38 main:581] : INFO : Epoch 1583 | loss: 0.0310938 | val_loss: 0.0311374 | Time: 1718.28 ms [2021-10-02 05:59:40 main:581] : INFO : Epoch 1584 | loss: 0.0310919 | val_loss: 0.0311372 | Time: 1720.81 ms [2021-10-02 05:59:42 main:581] : INFO : Epoch 1585 | loss: 0.0310888 | val_loss: 0.0311517 | Time: 1720.92 ms [2021-10-02 05:59:43 main:581] : INFO : Epoch 1586 | loss: 0.0310881 | val_loss: 0.0311417 | Time: 1738.62 ms [2021-10-02 05:59:45 main:581] : INFO : Epoch 1587 | loss: 0.0310847 | val_loss: 0.031137 | Time: 1699.35 ms [2021-10-02 05:59:47 main:581] : INFO : Epoch 1588 | loss: 0.0310858 | val_loss: 0.0311309 | Time: 1712.17 ms [2021-10-02 05:59:49 main:581] : INFO : Epoch 1589 | loss: 0.0310845 | val_loss: 0.0311338 | Time: 1707.55 ms [2021-10-02 05:59:50 main:581] : INFO : Epoch 1590 | loss: 0.0310846 | val_loss: 0.0311306 | Time: 1711.27 ms [2021-10-02 05:59:52 main:581] : INFO : Epoch 1591 | loss: 0.0310837 | val_loss: 0.0311275 | Time: 1724.92 ms [2021-10-02 05:59:54 main:581] : INFO : Epoch 1592 | loss: 0.0310846 | val_loss: 0.0311322 | Time: 1699.76 ms [2021-10-02 05:59:55 main:581] : INFO : Epoch 1593 | loss: 0.0310851 | val_loss: 0.0311383 | Time: 1730.22 ms [2021-10-02 05:59:57 main:581] : INFO : Epoch 1594 | loss: 0.0310821 | val_loss: 0.0311404 | Time: 1716.31 ms [2021-10-02 05:59:59 main:581] : INFO : Epoch 1595 | loss: 0.0310824 | val_loss: 0.0311404 | Time: 1706.58 ms [2021-10-02 06:00:01 main:581] : INFO : Epoch 1596 | loss: 0.0310886 | val_loss: 0.0311333 | Time: 1722.1 ms [2021-10-02 06:00:02 main:581] : INFO : Epoch 1597 | loss: 0.0310872 | val_loss: 0.0311361 | Time: 1713.01 ms [2021-10-02 06:00:04 main:581] : INFO : Epoch 1598 | loss: 0.0310872 | val_loss: 0.0311407 | Time: 1697.66 ms [2021-10-02 06:00:06 main:581] : INFO : Epoch 1599 | loss: 0.0310921 | val_loss: 0.0311291 | Time: 1692.67 ms [2021-10-02 06:00:07 main:581] : INFO : Epoch 1600 | loss: 0.0310895 | val_loss: 0.0311319 | Time: 1706.01 ms [2021-10-02 06:00:09 main:581] : INFO : Epoch 1601 | loss: 0.0310886 | val_loss: 0.0311385 | Time: 1696.88 ms [2021-10-02 06:00:11 main:581] : INFO : Epoch 1602 | loss: 0.0310872 | val_loss: 0.0311336 | Time: 1692.71 ms [2021-10-02 06:00:12 main:581] : INFO : Epoch 1603 | loss: 0.0310912 | val_loss: 0.0311392 | Time: 1714.33 ms [2021-10-02 06:00:14 main:581] : INFO : Epoch 1604 | loss: 0.0311025 | val_loss: 0.0311301 | Time: 1735.17 ms [2021-10-02 06:00:16 main:581] : INFO : Epoch 1605 | loss: 0.0310957 | val_loss: 0.03113 | Time: 1720.27 ms [2021-10-02 06:00:18 main:581] : INFO : Epoch 1606 | loss: 0.0310902 | val_loss: 0.0311271 | Time: 1700.37 ms [2021-10-02 06:00:19 main:581] : INFO : Epoch 1607 | loss: 0.0310862 | val_loss: 0.0311274 | Time: 1701.36 ms [2021-10-02 06:00:21 main:581] : INFO : Epoch 1608 | loss: 0.0310851 | val_loss: 0.0311298 | Time: 1704.36 ms [2021-10-02 06:00:23 main:581] : INFO : Epoch 1609 | loss: 0.031087 | val_loss: 0.0311323 | Time: 1697.89 ms [2021-10-02 06:00:24 main:581] : INFO : Epoch 1610 | loss: 0.0310892 | val_loss: 0.0311279 | Time: 1720.71 ms [2021-10-02 06:00:26 main:581] : INFO : Epoch 1611 | loss: 0.0310894 | val_loss: 0.0311317 | Time: 1724.92 ms [2021-10-02 06:00:28 main:581] : INFO : Epoch 1612 | loss: 0.0310889 | val_loss: 0.0311335 | Time: 1727.59 ms [2021-10-02 06:00:30 main:581] : INFO : Epoch 1613 | loss: 0.0310905 | val_loss: 0.0311273 | Time: 1719.75 ms [2021-10-02 06:00:31 main:581] : INFO : Epoch 1614 | loss: 0.0310956 | val_loss: 0.0311296 | Time: 1722.65 ms [2021-10-02 06:00:33 main:581] : INFO : Epoch 1615 | loss: 0.0310954 | val_loss: 0.0311252 | Time: 1742.44 ms [2021-10-02 06:00:35 main:581] : INFO : Epoch 1616 | loss: 0.0310936 | val_loss: 0.0311237 | Time: 1727.57 ms [2021-10-02 06:00:37 main:581] : INFO : Epoch 1617 | loss: 0.0310902 | val_loss: 0.0311258 | Time: 1717.74 ms [2021-10-02 06:00:38 main:581] : INFO : Epoch 1618 | loss: 0.0310888 | val_loss: 0.0311268 | Time: 1743.83 ms [2021-10-02 06:00:40 main:581] : INFO : Epoch 1619 | loss: 0.0310873 | val_loss: 0.0311242 | Time: 1720.72 ms [2021-10-02 06:00:42 main:581] : INFO : Epoch 1620 | loss: 0.0310856 | val_loss: 0.0311258 | Time: 1707.57 ms [2021-10-02 06:00:43 main:581] : INFO : Epoch 1621 | loss: 0.0310887 | val_loss: 0.0311279 | Time: 1718.16 ms [2021-10-02 06:00:45 main:581] : INFO : Epoch 1622 | loss: 0.0310869 | val_loss: 0.0311241 | Time: 1686.87 ms [2021-10-02 06:00:47 main:581] : INFO : Epoch 1623 | loss: 0.0310871 | val_loss: 0.0311274 | Time: 1698.83 ms [2021-10-02 06:00:49 main:581] : INFO : Epoch 1624 | loss: 0.0310838 | val_loss: 0.0311293 | Time: 1712.1 ms [2021-10-02 06:00:50 main:581] : INFO : Epoch 1625 | loss: 0.0310858 | val_loss: 0.0311298 | Time: 1703.03 ms [2021-10-02 06:00:52 main:581] : INFO : Epoch 1626 | loss: 0.0310881 | val_loss: 0.0311313 | Time: 1710.19 ms [2021-10-02 06:00:54 main:581] : INFO : Epoch 1627 | loss: 0.0310906 | val_loss: 0.0311357 | Time: 1722.97 ms [2021-10-02 06:00:55 main:581] : INFO : Epoch 1628 | loss: 0.0310904 | val_loss: 0.031132 | Time: 1703.54 ms [2021-10-02 06:00:57 main:581] : INFO : Epoch 1629 | loss: 0.0310862 | val_loss: 0.0311293 | Time: 1715.24 ms [2021-10-02 06:00:59 main:581] : INFO : Epoch 1630 | loss: 0.0310877 | val_loss: 0.0311396 | Time: 1716.09 ms [2021-10-02 06:01:01 main:581] : INFO : Epoch 1631 | loss: 0.0311032 | val_loss: 0.0311365 | Time: 1710.1 ms [2021-10-02 06:01:02 main:581] : INFO : Epoch 1632 | loss: 0.0311002 | val_loss: 0.0311307 | Time: 1711.47 ms [2021-10-02 06:01:04 main:581] : INFO : Epoch 1633 | loss: 0.0310949 | val_loss: 0.0311357 | Time: 1708.57 ms [2021-10-02 06:01:06 main:581] : INFO : Epoch 1634 | loss: 0.0310966 | val_loss: 0.0311515 | Time: 1712.8 ms [2021-10-02 06:01:07 main:581] : INFO : Epoch 1635 | loss: 0.031098 | val_loss: 0.0311385 | Time: 1691.31 ms [2021-10-02 06:01:09 main:581] : INFO : Epoch 1636 | loss: 0.03109 | val_loss: 0.0311366 | Time: 1711.72 ms [2021-10-02 06:01:11 main:581] : INFO : Epoch 1637 | loss: 0.0310915 | val_loss: 0.0311344 | Time: 1688.41 ms [2021-10-02 06:01:12 main:581] : INFO : Epoch 1638 | loss: 0.0310925 | val_loss: 0.0311317 | Time: 1709.44 ms [2021-10-02 06:01:14 main:581] : INFO : Epoch 1639 | loss: 0.0310921 | val_loss: 0.0311305 | Time: 1744.35 ms [2021-10-02 06:01:16 main:581] : INFO : Epoch 1640 | loss: 0.0310895 | val_loss: 0.031134 | Time: 1698.52 ms [2021-10-02 06:01:18 main:581] : INFO : Epoch 1641 | loss: 0.0310871 | val_loss: 0.0311319 | Time: 1693.53 ms [2021-10-02 06:01:19 main:581] : INFO : Epoch 1642 | loss: 0.031088 | val_loss: 0.0311387 | Time: 1719.13 ms [2021-10-02 06:01:21 main:581] : INFO : Epoch 1643 | loss: 0.0310866 | val_loss: 0.0311346 | Time: 1714.41 ms [2021-10-02 06:01:23 main:581] : INFO : Epoch 1644 | loss: 0.0310837 | val_loss: 0.0311324 | Time: 1708.06 ms [2021-10-02 06:01:24 main:581] : INFO : Epoch 1645 | loss: 0.0310829 | val_loss: 0.0311295 | Time: 1678.92 ms [2021-10-02 06:01:26 main:581] : INFO : Epoch 1646 | loss: 0.0310809 | val_loss: 0.0311301 | Time: 1718.68 ms [2021-10-02 06:01:28 main:581] : INFO : Epoch 1647 | loss: 0.0310899 | val_loss: 0.0311393 | Time: 1721.93 ms [2021-10-02 06:01:30 main:581] : INFO : Epoch 1648 | loss: 0.0310958 | val_loss: 0.0311412 | Time: 1684.09 ms [2021-10-02 06:01:31 main:581] : INFO : Epoch 1649 | loss: 0.0310922 | val_loss: 0.0311342 | Time: 1727.79 ms [2021-10-02 06:01:33 main:581] : INFO : Epoch 1650 | loss: 0.0310893 | val_loss: 0.0311317 | Time: 1681.3 ms [2021-10-02 06:01:35 main:581] : INFO : Epoch 1651 | loss: 0.0310881 | val_loss: 0.0311484 | Time: 1671.32 ms [2021-10-02 06:01:36 main:581] : INFO : Epoch 1652 | loss: 0.0310871 | val_loss: 0.0311388 | Time: 1728.4 ms [2021-10-02 06:01:38 main:581] : INFO : Epoch 1653 | loss: 0.0310876 | val_loss: 0.0311312 | Time: 1714.52 ms [2021-10-02 06:01:40 main:581] : INFO : Epoch 1654 | loss: 0.0310827 | val_loss: 0.0311346 | Time: 1710.31 ms [2021-10-02 06:01:42 main:581] : INFO : Epoch 1655 | loss: 0.0310815 | val_loss: 0.0311387 | Time: 1709.77 ms [2021-10-02 06:01:43 main:581] : INFO : Epoch 1656 | loss: 0.0310814 | val_loss: 0.0311318 | Time: 1706.47 ms [2021-10-02 06:01:45 main:581] : INFO : Epoch 1657 | loss: 0.0310802 | val_loss: 0.0311424 | Time: 1719.32 ms [2021-10-02 06:01:47 main:581] : INFO : Epoch 1658 | loss: 0.0310817 | val_loss: 0.0311404 | Time: 1720.36 ms [2021-10-02 06:01:48 main:581] : INFO : Epoch 1659 | loss: 0.0310796 | val_loss: 0.031143 | Time: 1716.42 ms [2021-10-02 06:01:50 main:581] : INFO : Epoch 1660 | loss: 0.0310797 | val_loss: 0.0311328 | Time: 1670.57 ms [2021-10-02 06:01:52 main:581] : INFO : Epoch 1661 | loss: 0.0310783 | val_loss: 0.0311318 | Time: 1687.67 ms [2021-10-02 06:01:53 main:581] : INFO : Epoch 1662 | loss: 0.0310779 | val_loss: 0.0311349 | Time: 1729.65 ms [2021-10-02 06:01:55 main:581] : INFO : Epoch 1663 | loss: 0.031081 | val_loss: 0.0311339 | Time: 1681.29 ms [2021-10-02 06:01:57 main:581] : INFO : Epoch 1664 | loss: 0.0310858 | val_loss: 0.0311367 | Time: 1733.27 ms [2021-10-02 06:01:59 main:581] : INFO : Epoch 1665 | loss: 0.0310816 | val_loss: 0.0311349 | Time: 1723.7 ms [2021-10-02 06:02:00 main:581] : INFO : Epoch 1666 | loss: 0.0310814 | val_loss: 0.0311344 | Time: 1715.24 ms [2021-10-02 06:02:02 main:581] : INFO : Epoch 1667 | loss: 0.0310887 | val_loss: 0.0311305 | Time: 1709.6 ms [2021-10-02 06:02:04 main:581] : INFO : Epoch 1668 | loss: 0.0310854 | val_loss: 0.0311247 | Time: 1728.88 ms [2021-10-02 06:02:05 main:581] : INFO : Epoch 1669 | loss: 0.0310809 | val_loss: 0.0311268 | Time: 1704.25 ms [2021-10-02 06:02:07 main:581] : INFO : Epoch 1670 | loss: 0.0310791 | val_loss: 0.0311256 | Time: 1716.06 ms [2021-10-02 06:02:09 main:581] : INFO : Epoch 1671 | loss: 0.0310792 | val_loss: 0.0311266 | Time: 1717.53 ms [2021-10-02 06:02:11 main:581] : INFO : Epoch 1672 | loss: 0.0310831 | val_loss: 0.0311392 | Time: 1714.6 ms [2021-10-02 06:02:12 main:581] : INFO : Epoch 1673 | loss: 0.031086 | val_loss: 0.0311333 | Time: 1698.65 ms [2021-10-02 06:02:14 main:581] : INFO : Epoch 1674 | loss: 0.0310864 | val_loss: 0.031133 | Time: 1711.92 ms [2021-10-02 06:02:16 main:581] : INFO : Epoch 1675 | loss: 0.0310838 | val_loss: 0.0311309 | Time: 1683.25 ms [2021-10-02 06:02:17 main:581] : INFO : Epoch 1676 | loss: 0.0310845 | val_loss: 0.0311334 | Time: 1728.4 ms [2021-10-02 06:02:19 main:581] : INFO : Epoch 1677 | loss: 0.0310897 | val_loss: 0.0311293 | Time: 1726.13 ms [2021-10-02 06:02:21 main:581] : INFO : Epoch 1678 | loss: 0.0310906 | val_loss: 0.0311401 | Time: 1700.8 ms [2021-10-02 06:02:23 main:581] : INFO : Epoch 1679 | loss: 0.0310957 | val_loss: 0.0311465 | Time: 1719.15 ms [2021-10-02 06:02:24 main:581] : INFO : Epoch 1680 | loss: 0.031091 | val_loss: 0.0311311 | Time: 1702.51 ms [2021-10-02 06:02:26 main:581] : INFO : Epoch 1681 | loss: 0.0310861 | val_loss: 0.0311356 | Time: 1702.72 ms [2021-10-02 06:02:28 main:581] : INFO : Epoch 1682 | loss: 0.0310836 | val_loss: 0.0311395 | Time: 1700.61 ms [2021-10-02 06:02:29 main:581] : INFO : Epoch 1683 | loss: 0.0310831 | val_loss: 0.0311393 | Time: 1726.04 ms [2021-10-02 06:02:31 main:581] : INFO : Epoch 1684 | loss: 0.0310896 | val_loss: 0.0311325 | Time: 1719.54 ms [2021-10-02 06:02:33 main:581] : INFO : Epoch 1685 | loss: 0.0310858 | val_loss: 0.0311379 | Time: 1701.84 ms [2021-10-02 06:02:35 main:581] : INFO : Epoch 1686 | loss: 0.0310837 | val_loss: 0.0311384 | Time: 1726.42 ms [2021-10-02 06:02:36 main:581] : INFO : Epoch 1687 | loss: 0.0310812 | val_loss: 0.0311344 | Time: 1729.41 ms [2021-10-02 06:02:38 main:581] : INFO : Epoch 1688 | loss: 0.0310811 | val_loss: 0.0311373 | Time: 1721.32 ms [2021-10-02 06:02:40 main:581] : INFO : Epoch 1689 | loss: 0.0310788 | val_loss: 0.0311362 | Time: 1726.49 ms [2021-10-02 06:02:41 main:581] : INFO : Epoch 1690 | loss: 0.0310775 | val_loss: 0.0311336 | Time: 1705.05 ms [2021-10-02 06:02:43 main:581] : INFO : Epoch 1691 | loss: 0.031077 | val_loss: 0.031129 | Time: 1708.4 ms [2021-10-02 06:02:45 main:581] : INFO : Epoch 1692 | loss: 0.0310771 | val_loss: 0.0311259 | Time: 1670.37 ms [2021-10-02 06:02:47 main:581] : INFO : Epoch 1693 | loss: 0.0310764 | val_loss: 0.0311367 | Time: 1681.8 ms [2021-10-02 06:02:48 main:581] : INFO : Epoch 1694 | loss: 0.0310768 | val_loss: 0.0311357 | Time: 1682.02 ms [2021-10-02 06:02:50 main:581] : INFO : Epoch 1695 | loss: 0.0310779 | val_loss: 0.0311334 | Time: 1693.58 ms [2021-10-02 06:02:52 main:581] : INFO : Epoch 1696 | loss: 0.0310763 | val_loss: 0.0311465 | Time: 1681.58 ms [2021-10-02 06:02:53 main:581] : INFO : Epoch 1697 | loss: 0.0310785 | val_loss: 0.0311353 | Time: 1709.41 ms [2021-10-02 06:02:55 main:581] : INFO : Epoch 1698 | loss: 0.03108 | val_loss: 0.0311375 | Time: 1711.83 ms [2021-10-02 06:02:57 main:581] : INFO : Epoch 1699 | loss: 0.0310779 | val_loss: 0.0311344 | Time: 1707.5 ms [2021-10-02 06:02:58 main:581] : INFO : Epoch 1700 | loss: 0.0310747 | val_loss: 0.0311338 | Time: 1702.37 ms [2021-10-02 06:03:00 main:581] : INFO : Epoch 1701 | loss: 0.0310752 | val_loss: 0.0311409 | Time: 1748.22 ms [2021-10-02 06:03:02 main:581] : INFO : Epoch 1702 | loss: 0.0310731 | val_loss: 0.0311368 | Time: 1748.58 ms [2021-10-02 06:03:04 main:581] : INFO : Epoch 1703 | loss: 0.0310737 | val_loss: 0.0311386 | Time: 1691.24 ms [2021-10-02 06:03:05 main:581] : INFO : Epoch 1704 | loss: 0.0310746 | val_loss: 0.0311354 | Time: 1701.94 ms [2021-10-02 06:03:07 main:581] : INFO : Epoch 1705 | loss: 0.0310814 | val_loss: 0.031135 | Time: 1705.17 ms [2021-10-02 06:03:09 main:581] : INFO : Epoch 1706 | loss: 0.0310988 | val_loss: 0.0311314 | Time: 1699.53 ms [2021-10-02 06:03:10 main:581] : INFO : Epoch 1707 | loss: 0.0310989 | val_loss: 0.0311311 | Time: 1718.55 ms [2021-10-02 06:03:12 main:581] : INFO : Epoch 1708 | loss: 0.0310917 | val_loss: 0.031128 | Time: 1718.55 ms [2021-10-02 06:03:14 main:581] : INFO : Epoch 1709 | loss: 0.0310885 | val_loss: 0.0311311 | Time: 1711.88 ms [2021-10-02 06:03:16 main:581] : INFO : Epoch 1710 | loss: 0.0310879 | val_loss: 0.0311288 | Time: 1739.73 ms [2021-10-02 06:03:17 main:581] : INFO : Epoch 1711 | loss: 0.0310869 | val_loss: 0.0311318 | Time: 1706.71 ms [2021-10-02 06:03:19 main:581] : INFO : Epoch 1712 | loss: 0.0310863 | val_loss: 0.0311425 | Time: 1721.54 ms [2021-10-02 06:03:21 main:581] : INFO : Epoch 1713 | loss: 0.0310908 | val_loss: 0.0311349 | Time: 1725.92 ms [2021-10-02 06:03:22 main:581] : INFO : Epoch 1714 | loss: 0.0310866 | val_loss: 0.0311304 | Time: 1715.49 ms [2021-10-02 06:03:24 main:581] : INFO : Epoch 1715 | loss: 0.0310856 | val_loss: 0.0311377 | Time: 1715.65 ms [2021-10-02 06:03:26 main:581] : INFO : Epoch 1716 | loss: 0.0310864 | val_loss: 0.0311304 | Time: 1712.88 ms [2021-10-02 06:03:28 main:581] : INFO : Epoch 1717 | loss: 0.0310836 | val_loss: 0.0311279 | Time: 1718.96 ms [2021-10-02 06:03:29 main:581] : INFO : Epoch 1718 | loss: 0.0310833 | val_loss: 0.031136 | Time: 1715.39 ms [2021-10-02 06:03:31 main:581] : INFO : Epoch 1719 | loss: 0.0310822 | val_loss: 0.0311346 | Time: 1736.66 ms [2021-10-02 06:03:33 main:581] : INFO : Epoch 1720 | loss: 0.0310795 | val_loss: 0.0311333 | Time: 1721.1 ms [2021-10-02 06:03:35 main:581] : INFO : Epoch 1721 | loss: 0.0310789 | val_loss: 0.0311384 | Time: 1721.88 ms [2021-10-02 06:03:36 main:581] : INFO : Epoch 1722 | loss: 0.0310824 | val_loss: 0.0311284 | Time: 1712.73 ms [2021-10-02 06:03:38 main:581] : INFO : Epoch 1723 | loss: 0.0310793 | val_loss: 0.0311315 | Time: 1695.53 ms [2021-10-02 06:03:40 main:581] : INFO : Epoch 1724 | loss: 0.0310807 | val_loss: 0.0311302 | Time: 1731.96 ms [2021-10-02 06:03:41 main:581] : INFO : Epoch 1725 | loss: 0.0310789 | val_loss: 0.0311373 | Time: 1703.53 ms [2021-10-02 06:03:43 main:581] : INFO : Epoch 1726 | loss: 0.031078 | val_loss: 0.0311343 | Time: 1700.37 ms [2021-10-02 06:03:45 main:581] : INFO : Epoch 1727 | loss: 0.0310786 | val_loss: 0.0311361 | Time: 1703.24 ms [2021-10-02 06:03:46 main:581] : INFO : Epoch 1728 | loss: 0.0310865 | val_loss: 0.0311378 | Time: 1726.15 ms [2021-10-02 06:03:48 main:581] : INFO : Epoch 1729 | loss: 0.0310849 | val_loss: 0.031134 | Time: 1730.27 ms [2021-10-02 06:03:50 main:581] : INFO : Epoch 1730 | loss: 0.0310891 | val_loss: 0.0311323 | Time: 1724.42 ms [2021-10-02 06:03:52 main:581] : INFO : Epoch 1731 | loss: 0.031087 | val_loss: 0.031131 | Time: 1723.6 ms [2021-10-02 06:03:53 main:581] : INFO : Epoch 1732 | loss: 0.0310835 | val_loss: 0.0311307 | Time: 1710.05 ms [2021-10-02 06:03:55 main:581] : INFO : Epoch 1733 | loss: 0.0310841 | val_loss: 0.0311325 | Time: 1704.03 ms [2021-10-02 06:03:57 main:581] : INFO : Epoch 1734 | loss: 0.0310815 | val_loss: 0.0311331 | Time: 1699.61 ms [2021-10-02 06:03:58 main:581] : INFO : Epoch 1735 | loss: 0.0310809 | val_loss: 0.0311296 | Time: 1698.51 ms [2021-10-02 06:04:00 main:581] : INFO : Epoch 1736 | loss: 0.0310798 | val_loss: 0.0311328 | Time: 1734.43 ms [2021-10-02 06:04:02 main:581] : INFO : Epoch 1737 | loss: 0.0310815 | val_loss: 0.0311324 | Time: 1705.46 ms [2021-10-02 06:04:04 main:581] : INFO : Epoch 1738 | loss: 0.0310796 | val_loss: 0.0311334 | Time: 1735.1 ms [2021-10-02 06:04:05 main:581] : INFO : Epoch 1739 | loss: 0.0310781 | val_loss: 0.0311356 | Time: 1730.02 ms [2021-10-02 06:04:07 main:581] : INFO : Epoch 1740 | loss: 0.0310775 | val_loss: 0.031133 | Time: 1716.53 ms [2021-10-02 06:04:09 main:581] : INFO : Epoch 1741 | loss: 0.0310812 | val_loss: 0.031139 | Time: 1721.98 ms [2021-10-02 06:04:11 main:581] : INFO : Epoch 1742 | loss: 0.0310827 | val_loss: 0.0311278 | Time: 1698.12 ms [2021-10-02 06:04:12 main:581] : INFO : Epoch 1743 | loss: 0.0310792 | val_loss: 0.0311313 | Time: 1692.12 ms [2021-10-02 06:04:14 main:581] : INFO : Epoch 1744 | loss: 0.0310797 | val_loss: 0.0311305 | Time: 1692.91 ms [2021-10-02 06:04:16 main:581] : INFO : Epoch 1745 | loss: 0.0310781 | val_loss: 0.0311327 | Time: 1732.6 ms [2021-10-02 06:04:17 main:581] : INFO : Epoch 1746 | loss: 0.0310793 | val_loss: 0.0311379 | Time: 1704.19 ms [2021-10-02 06:04:19 main:581] : INFO : Epoch 1747 | loss: 0.031087 | val_loss: 0.0311322 | Time: 1687.4 ms [2021-10-02 06:04:21 main:581] : INFO : Epoch 1748 | loss: 0.0310841 | val_loss: 0.0311309 | Time: 1725.69 ms [2021-10-02 06:04:22 main:581] : INFO : Epoch 1749 | loss: 0.0310832 | val_loss: 0.0311322 | Time: 1701.34 ms [2021-10-02 06:04:24 main:581] : INFO : Epoch 1750 | loss: 0.0310821 | val_loss: 0.0311352 | Time: 1723.3 ms [2021-10-02 06:04:26 main:581] : INFO : Epoch 1751 | loss: 0.0310827 | val_loss: 0.0311325 | Time: 1742.16 ms [2021-10-02 06:04:28 main:581] : INFO : Epoch 1752 | loss: 0.0310802 | val_loss: 0.0311351 | Time: 1722.02 ms [2021-10-02 06:04:29 main:581] : INFO : Epoch 1753 | loss: 0.0310798 | val_loss: 0.031128 | Time: 1712.04 ms [2021-10-02 06:04:31 main:581] : INFO : Epoch 1754 | loss: 0.0310875 | val_loss: 0.0311293 | Time: 1639.66 ms [2021-10-02 06:04:33 main:581] : INFO : Epoch 1755 | loss: 0.0310783 | val_loss: 0.0311286 | Time: 1700.13 ms [2021-10-02 06:04:34 main:581] : INFO : Epoch 1756 | loss: 0.0310789 | val_loss: 0.0311398 | Time: 1701.82 ms [2021-10-02 06:04:36 main:581] : INFO : Epoch 1757 | loss: 0.0310776 | val_loss: 0.0311361 | Time: 1694.97 ms [2021-10-02 06:04:38 main:581] : INFO : Epoch 1758 | loss: 0.0310733 | val_loss: 0.0311351 | Time: 1709.53 ms [2021-10-02 06:04:39 main:581] : INFO : Epoch 1759 | loss: 0.0310734 | val_loss: 0.031138 | Time: 1696.52 ms [2021-10-02 06:04:41 main:581] : INFO : Epoch 1760 | loss: 0.0310803 | val_loss: 0.0311357 | Time: 1707.01 ms [2021-10-02 06:04:43 main:581] : INFO : Epoch 1761 | loss: 0.0310759 | val_loss: 0.0311358 | Time: 1721.99 ms [2021-10-02 06:04:45 main:581] : INFO : Epoch 1762 | loss: 0.0310816 | val_loss: 0.0311381 | Time: 1717.56 ms [2021-10-02 06:04:46 main:581] : INFO : Epoch 1763 | loss: 0.031087 | val_loss: 0.0311357 | Time: 1709.34 ms [2021-10-02 06:04:48 main:581] : INFO : Epoch 1764 | loss: 0.0310857 | val_loss: 0.031136 | Time: 1721.51 ms [2021-10-02 06:04:50 main:581] : INFO : Epoch 1765 | loss: 0.0310836 | val_loss: 0.031139 | Time: 1699.43 ms [2021-10-02 06:04:51 main:581] : INFO : Epoch 1766 | loss: 0.0310971 | val_loss: 0.0311379 | Time: 1719.87 ms [2021-10-02 06:04:53 main:581] : INFO : Epoch 1767 | loss: 0.0310949 | val_loss: 0.031132 | Time: 1736.15 ms [2021-10-02 06:04:55 main:581] : INFO : Epoch 1768 | loss: 0.0310929 | val_loss: 0.0311401 | Time: 1726.5 ms [2021-10-02 06:04:57 main:581] : INFO : Epoch 1769 | loss: 0.0310893 | val_loss: 0.0311272 | Time: 1721.85 ms [2021-10-02 06:04:58 main:581] : INFO : Epoch 1770 | loss: 0.0310847 | val_loss: 0.031134 | Time: 1698.86 ms [2021-10-02 06:05:00 main:581] : INFO : Epoch 1771 | loss: 0.0310845 | val_loss: 0.0311349 | Time: 1697.41 ms [2021-10-02 06:05:02 main:581] : INFO : Epoch 1772 | loss: 0.0310836 | val_loss: 0.031135 | Time: 1743.62 ms [2021-10-02 06:05:04 main:581] : INFO : Epoch 1773 | loss: 0.0310816 | val_loss: 0.0311351 | Time: 1709.11 ms [2021-10-02 06:05:05 main:581] : INFO : Epoch 1774 | loss: 0.0310809 | val_loss: 0.031135 | Time: 1717.85 ms [2021-10-02 06:05:07 main:581] : INFO : Epoch 1775 | loss: 0.0310798 | val_loss: 0.0311318 | Time: 1704.59 ms [2021-10-02 06:05:09 main:581] : INFO : Epoch 1776 | loss: 0.0310841 | val_loss: 0.0311395 | Time: 1704.08 ms [2021-10-02 06:05:10 main:581] : INFO : Epoch 1777 | loss: 0.0310824 | val_loss: 0.0311353 | Time: 1713.48 ms [2021-10-02 06:05:12 main:581] : INFO : Epoch 1778 | loss: 0.031081 | val_loss: 0.0311439 | Time: 1714.27 ms [2021-10-02 06:05:14 main:581] : INFO : Epoch 1779 | loss: 0.0310839 | val_loss: 0.0311388 | Time: 1737.14 ms [2021-10-02 06:05:16 main:581] : INFO : Epoch 1780 | loss: 0.0310783 | val_loss: 0.0311398 | Time: 1686.47 ms [2021-10-02 06:05:17 main:581] : INFO : Epoch 1781 | loss: 0.0310798 | val_loss: 0.0311449 | Time: 1717.44 ms [2021-10-02 06:05:19 main:581] : INFO : Epoch 1782 | loss: 0.0310781 | val_loss: 0.0311361 | Time: 1734.1 ms [2021-10-02 06:05:21 main:581] : INFO : Epoch 1783 | loss: 0.0310767 | val_loss: 0.0311335 | Time: 1720.21 ms [2021-10-02 06:05:22 main:581] : INFO : Epoch 1784 | loss: 0.0310798 | val_loss: 0.0311359 | Time: 1702.46 ms [2021-10-02 06:05:24 main:581] : INFO : Epoch 1785 | loss: 0.0310778 | val_loss: 0.0311444 | Time: 1712.37 ms [2021-10-02 06:05:26 main:581] : INFO : Epoch 1786 | loss: 0.0310775 | val_loss: 0.0311367 | Time: 1710.04 ms [2021-10-02 06:05:27 main:581] : INFO : Epoch 1787 | loss: 0.0310867 | val_loss: 0.0311342 | Time: 1690.55 ms [2021-10-02 06:05:29 main:581] : INFO : Epoch 1788 | loss: 0.0310935 | val_loss: 0.0311349 | Time: 1692.29 ms [2021-10-02 06:05:31 main:581] : INFO : Epoch 1789 | loss: 0.0310912 | val_loss: 0.0311357 | Time: 1711.3 ms [2021-10-02 06:05:33 main:581] : INFO : Epoch 1790 | loss: 0.0311233 | val_loss: 0.0311585 | Time: 1706.83 ms [2021-10-02 06:05:34 main:581] : INFO : Epoch 1791 | loss: 0.03114 | val_loss: 0.0311493 | Time: 1705.31 ms [2021-10-02 06:05:36 main:581] : INFO : Epoch 1792 | loss: 0.0311382 | val_loss: 0.0311433 | Time: 1712.28 ms [2021-10-02 06:05:38 main:581] : INFO : Epoch 1793 | loss: 0.0311382 | val_loss: 0.0311472 | Time: 1704.45 ms [2021-10-02 06:05:39 main:581] : INFO : Epoch 1794 | loss: 0.0311332 | val_loss: 0.031149 | Time: 1708.65 ms [2021-10-02 06:05:41 main:581] : INFO : Epoch 1795 | loss: 0.031133 | val_loss: 0.0311458 | Time: 1688.57 ms [2021-10-02 06:05:43 main:581] : INFO : Epoch 1796 | loss: 0.0311309 | val_loss: 0.0311426 | Time: 1705.81 ms [2021-10-02 06:05:45 main:581] : INFO : Epoch 1797 | loss: 0.0311271 | val_loss: 0.0311461 | Time: 1707.52 ms [2021-10-02 06:05:46 main:581] : INFO : Epoch 1798 | loss: 0.0311255 | val_loss: 0.0311462 | Time: 1672.49 ms [2021-10-02 06:05:48 main:581] : INFO : Epoch 1799 | loss: 0.0311235 | val_loss: 0.0311403 | Time: 1670.97 ms [2021-10-02 06:05:50 main:581] : INFO : Epoch 1800 | loss: 0.0311209 | val_loss: 0.0311406 | Time: 1671.49 ms [2021-10-02 06:05:51 main:581] : INFO : Epoch 1801 | loss: 0.0311183 | val_loss: 0.031143 | Time: 1685.61 ms [2021-10-02 06:05:53 main:581] : INFO : Epoch 1802 | loss: 0.0311263 | val_loss: 0.0311485 | Time: 1705.98 ms [2021-10-02 06:05:55 main:581] : INFO : Epoch 1803 | loss: 0.0311392 | val_loss: 0.0311455 | Time: 1697.55 ms [2021-10-02 06:05:56 main:581] : INFO : Epoch 1804 | loss: 0.0311398 | val_loss: 0.0311442 | Time: 1685.67 ms [2021-10-02 06:05:58 main:581] : INFO : Epoch 1805 | loss: 0.0311384 | val_loss: 0.0311446 | Time: 1711.84 ms [2021-10-02 06:06:00 main:581] : INFO : Epoch 1806 | loss: 0.0311405 | val_loss: 0.0311467 | Time: 1702.98 ms [2021-10-02 06:06:01 main:581] : INFO : Epoch 1807 | loss: 0.0311438 | val_loss: 0.0311526 | Time: 1698.26 ms [2021-10-02 06:06:03 main:581] : INFO : Epoch 1808 | loss: 0.0311456 | val_loss: 0.0311513 | Time: 1685.51 ms [2021-10-02 06:06:05 main:581] : INFO : Epoch 1809 | loss: 0.0311409 | val_loss: 0.0311534 | Time: 1708.97 ms [2021-10-02 06:06:07 main:581] : INFO : Epoch 1810 | loss: 0.031153 | val_loss: 0.0311606 | Time: 1729.14 ms [2021-10-02 06:06:08 main:581] : INFO : Epoch 1811 | loss: 0.0311638 | val_loss: 0.0311647 | Time: 1698.97 ms [2021-10-02 06:06:10 main:581] : INFO : Epoch 1812 | loss: 0.0311617 | val_loss: 0.0311582 | Time: 1693.01 ms [2021-10-02 06:06:12 main:581] : INFO : Epoch 1813 | loss: 0.0311578 | val_loss: 0.0311553 | Time: 1697.91 ms [2021-10-02 06:06:13 main:581] : INFO : Epoch 1814 | loss: 0.0311566 | val_loss: 0.0311537 | Time: 1709.85 ms [2021-10-02 06:06:15 main:581] : INFO : Epoch 1815 | loss: 0.0311533 | val_loss: 0.0311523 | Time: 1682.36 ms [2021-10-02 06:06:17 main:581] : INFO : Epoch 1816 | loss: 0.0311514 | val_loss: 0.0311517 | Time: 1686.61 ms [2021-10-02 06:06:18 main:581] : INFO : Epoch 1817 | loss: 0.031149 | val_loss: 0.0311505 | Time: 1722.14 ms [2021-10-02 06:06:20 main:581] : INFO : Epoch 1818 | loss: 0.0311492 | val_loss: 0.0311528 | Time: 1688.21 ms [2021-10-02 06:06:22 main:581] : INFO : Epoch 1819 | loss: 0.0311498 | val_loss: 0.0311521 | Time: 1725.57 ms [2021-10-02 06:06:24 main:581] : INFO : Epoch 1820 | loss: 0.0311488 | val_loss: 0.0311547 | Time: 1694.62 ms [2021-10-02 06:06:25 main:581] : INFO : Epoch 1821 | loss: 0.0311487 | val_loss: 0.0311509 | Time: 1725.75 ms [2021-10-02 06:06:27 main:581] : INFO : Epoch 1822 | loss: 0.0311452 | val_loss: 0.0311495 | Time: 1724.16 ms [2021-10-02 06:06:29 main:581] : INFO : Epoch 1823 | loss: 0.0311466 | val_loss: 0.0311485 | Time: 1660.52 ms [2021-10-02 06:06:30 main:581] : INFO : Epoch 1824 | loss: 0.0311452 | val_loss: 0.0311489 | Time: 1687.15 ms [2021-10-02 06:06:32 main:581] : INFO : Epoch 1825 | loss: 0.0311443 | val_loss: 0.0311475 | Time: 1684.65 ms [2021-10-02 06:06:34 main:581] : INFO : Epoch 1826 | loss: 0.0311434 | val_loss: 0.0311486 | Time: 1706.67 ms [2021-10-02 06:06:35 main:581] : INFO : Epoch 1827 | loss: 0.0311441 | val_loss: 0.0311476 | Time: 1684.56 ms [2021-10-02 06:06:37 main:581] : INFO : Epoch 1828 | loss: 0.0311441 | val_loss: 0.0311525 | Time: 1709.56 ms [2021-10-02 06:06:39 main:581] : INFO : Epoch 1829 | loss: 0.0311466 | val_loss: 0.0311482 | Time: 1692.85 ms [2021-10-02 06:06:41 main:581] : INFO : Epoch 1830 | loss: 0.031143 | val_loss: 0.0311486 | Time: 1656.6 ms [2021-10-02 06:06:42 main:581] : INFO : Epoch 1831 | loss: 0.0311538 | val_loss: 0.0311576 | Time: 1700.54 ms [2021-10-02 06:06:44 main:581] : INFO : Epoch 1832 | loss: 0.0311585 | val_loss: 0.0311572 | Time: 1696.32 ms [2021-10-02 06:06:46 main:581] : INFO : Epoch 1833 | loss: 0.0311564 | val_loss: 0.0311567 | Time: 1743.27 ms [2021-10-02 06:06:47 main:581] : INFO : Epoch 1834 | loss: 0.0311522 | val_loss: 0.0311489 | Time: 1678.75 ms [2021-10-02 06:06:49 main:581] : INFO : Epoch 1835 | loss: 0.031148 | val_loss: 0.031146 | Time: 1695.73 ms [2021-10-02 06:06:51 main:581] : INFO : Epoch 1836 | loss: 0.0311493 | val_loss: 0.0311457 | Time: 1725.32 ms [2021-10-02 06:06:52 main:581] : INFO : Epoch 1837 | loss: 0.031147 | val_loss: 0.0311449 | Time: 1675.09 ms [2021-10-02 06:06:54 main:581] : INFO : Epoch 1838 | loss: 0.0311462 | val_loss: 0.0311486 | Time: 1685.4 ms [2021-10-02 06:06:56 main:581] : INFO : Epoch 1839 | loss: 0.0311445 | val_loss: 0.031147 | Time: 1688.31 ms [2021-10-02 06:06:58 main:581] : INFO : Epoch 1840 | loss: 0.031142 | val_loss: 0.0311471 | Time: 1695.98 ms [2021-10-02 06:06:59 main:581] : INFO : Epoch 1841 | loss: 0.0311489 | val_loss: 0.0311542 | Time: 1708.74 ms [2021-10-02 06:07:01 main:581] : INFO : Epoch 1842 | loss: 0.0311507 | val_loss: 0.031152 | Time: 1685.82 ms [2021-10-02 06:07:03 main:581] : INFO : Epoch 1843 | loss: 0.0311537 | val_loss: 0.0311493 | Time: 1685.86 ms [2021-10-02 06:07:04 main:581] : INFO : Epoch 1844 | loss: 0.0311491 | val_loss: 0.0311491 | Time: 1686.74 ms [2021-10-02 06:07:06 main:581] : INFO : Epoch 1845 | loss: 0.0311466 | val_loss: 0.0311496 | Time: 1715.19 ms [2021-10-02 06:07:08 main:581] : INFO : Epoch 1846 | loss: 0.0311465 | val_loss: 0.0311483 | Time: 1671.93 ms [2021-10-02 06:07:09 main:581] : INFO : Epoch 1847 | loss: 0.0311456 | val_loss: 0.031149 | Time: 1724.27 ms [2021-10-02 06:07:11 main:581] : INFO : Epoch 1848 | loss: 0.0311445 | val_loss: 0.0311479 | Time: 1713.02 ms [2021-10-02 06:07:13 main:581] : INFO : Epoch 1849 | loss: 0.0311431 | val_loss: 0.031148 | Time: 1712.94 ms [2021-10-02 06:07:15 main:581] : INFO : Epoch 1850 | loss: 0.031143 | val_loss: 0.0311482 | Time: 1722 ms [2021-10-02 06:07:16 main:581] : INFO : Epoch 1851 | loss: 0.0311427 | val_loss: 0.0311499 | Time: 1688.26 ms [2021-10-02 06:07:18 main:581] : INFO : Epoch 1852 | loss: 0.0311419 | val_loss: 0.0311498 | Time: 1658.99 ms [2021-10-02 06:07:20 main:581] : INFO : Epoch 1853 | loss: 0.0311419 | val_loss: 0.0311492 | Time: 1678.67 ms [2021-10-02 06:07:21 main:581] : INFO : Epoch 1854 | loss: 0.0311421 | val_loss: 0.0311514 | Time: 1706.63 ms [2021-10-02 06:07:23 main:581] : INFO : Epoch 1855 | loss: 0.0311417 | val_loss: 0.0311515 | Time: 1712.06 ms [2021-10-02 06:07:25 main:581] : INFO : Epoch 1856 | loss: 0.0311424 | val_loss: 0.0311504 | Time: 1708.39 ms [2021-10-02 06:07:26 main:581] : INFO : Epoch 1857 | loss: 0.0311405 | val_loss: 0.031149 | Time: 1688.13 ms [2021-10-02 06:07:28 main:581] : INFO : Epoch 1858 | loss: 0.0311405 | val_loss: 0.031152 | Time: 1710.9 ms [2021-10-02 06:07:30 main:581] : INFO : Epoch 1859 | loss: 0.0311421 | val_loss: 0.0311471 | Time: 1709.51 ms [2021-10-02 06:07:32 main:581] : INFO : Epoch 1860 | loss: 0.0311413 | val_loss: 0.0311504 | Time: 1704.91 ms [2021-10-02 06:07:33 main:581] : INFO : Epoch 1861 | loss: 0.0311422 | val_loss: 0.031154 | Time: 1690.24 ms [2021-10-02 06:07:35 main:581] : INFO : Epoch 1862 | loss: 0.0311406 | val_loss: 0.0311474 | Time: 1721.35 ms [2021-10-02 06:07:37 main:581] : INFO : Epoch 1863 | loss: 0.0311391 | val_loss: 0.0311464 | Time: 1670.15 ms [2021-10-02 06:07:38 main:581] : INFO : Epoch 1864 | loss: 0.0311378 | val_loss: 0.0311466 | Time: 1669.35 ms [2021-10-02 06:07:40 main:581] : INFO : Epoch 1865 | loss: 0.0311359 | val_loss: 0.0311458 | Time: 1685.92 ms [2021-10-02 06:07:42 main:581] : INFO : Epoch 1866 | loss: 0.0311366 | val_loss: 0.0311448 | Time: 1694.21 ms [2021-10-02 06:07:43 main:581] : INFO : Epoch 1867 | loss: 0.0311356 | val_loss: 0.0311452 | Time: 1712.23 ms [2021-10-02 06:07:45 main:581] : INFO : Epoch 1868 | loss: 0.0311348 | val_loss: 0.031145 | Time: 1700.19 ms [2021-10-02 06:07:47 main:581] : INFO : Epoch 1869 | loss: 0.0311345 | val_loss: 0.0311446 | Time: 1718.99 ms [2021-10-02 06:07:48 main:581] : INFO : Epoch 1870 | loss: 0.0311363 | val_loss: 0.0311451 | Time: 1710.95 ms [2021-10-02 06:07:50 main:581] : INFO : Epoch 1871 | loss: 0.0311388 | val_loss: 0.0311458 | Time: 1672.19 ms [2021-10-02 06:07:52 main:581] : INFO : Epoch 1872 | loss: 0.0311368 | val_loss: 0.0311465 | Time: 1711.04 ms [2021-10-02 06:07:54 main:581] : INFO : Epoch 1873 | loss: 0.0311362 | val_loss: 0.031143 | Time: 1696.84 ms [2021-10-02 06:07:55 main:581] : INFO : Epoch 1874 | loss: 0.0311349 | val_loss: 0.0311446 | Time: 1709.37 ms [2021-10-02 06:07:57 main:581] : INFO : Epoch 1875 | loss: 0.0311382 | val_loss: 0.0311478 | Time: 1707.13 ms [2021-10-02 06:07:59 main:581] : INFO : Epoch 1876 | loss: 0.0311378 | val_loss: 0.0311484 | Time: 1718.82 ms [2021-10-02 06:08:00 main:581] : INFO : Epoch 1877 | loss: 0.031137 | val_loss: 0.031146 | Time: 1719.64 ms [2021-10-02 06:08:02 main:581] : INFO : Epoch 1878 | loss: 0.031135 | val_loss: 0.0311468 | Time: 1720.62 ms [2021-10-02 06:08:04 main:581] : INFO : Epoch 1879 | loss: 0.0311333 | val_loss: 0.0311482 | Time: 1685.92 ms [2021-10-02 06:08:06 main:581] : INFO : Epoch 1880 | loss: 0.0311365 | val_loss: 0.0311455 | Time: 1680.81 ms [2021-10-02 06:08:07 main:581] : INFO : Epoch 1881 | loss: 0.0311359 | val_loss: 0.0311421 | Time: 1682.59 ms [2021-10-02 06:08:09 main:581] : INFO : Epoch 1882 | loss: 0.031139 | val_loss: 0.0311543 | Time: 1730.57 ms [2021-10-02 06:08:11 main:581] : INFO : Epoch 1883 | loss: 0.0311357 | val_loss: 0.0311436 | Time: 1687.79 ms [2021-10-02 06:08:12 main:581] : INFO : Epoch 1884 | loss: 0.0311332 | val_loss: 0.0311448 | Time: 1697.13 ms [2021-10-02 06:08:14 main:581] : INFO : Epoch 1885 | loss: 0.0311321 | val_loss: 0.0311417 | Time: 1687.9 ms [2021-10-02 06:08:16 main:581] : INFO : Epoch 1886 | loss: 0.031131 | val_loss: 0.0311425 | Time: 1671.89 ms [2021-10-02 06:08:17 main:581] : INFO : Epoch 1887 | loss: 0.0311306 | val_loss: 0.0311432 | Time: 1710.05 ms [2021-10-02 06:08:19 main:581] : INFO : Epoch 1888 | loss: 0.031133 | val_loss: 0.031147 | Time: 1710.06 ms [2021-10-02 06:08:21 main:581] : INFO : Epoch 1889 | loss: 0.0311318 | val_loss: 0.0311436 | Time: 1713.78 ms [2021-10-02 06:08:23 main:581] : INFO : Epoch 1890 | loss: 0.0311292 | val_loss: 0.0311426 | Time: 1715.61 ms [2021-10-02 06:08:24 main:581] : INFO : Epoch 1891 | loss: 0.0311269 | val_loss: 0.0311465 | Time: 1703.21 ms [2021-10-02 06:08:26 main:581] : INFO : Epoch 1892 | loss: 0.0311284 | val_loss: 0.0311417 | Time: 1699.79 ms [2021-10-02 06:08:28 main:581] : INFO : Epoch 1893 | loss: 0.0311322 | val_loss: 0.0311437 | Time: 1670.37 ms [2021-10-02 06:08:29 main:581] : INFO : Epoch 1894 | loss: 0.0311334 | val_loss: 0.0311448 | Time: 1710.4 ms [2021-10-02 06:08:31 main:581] : INFO : Epoch 1895 | loss: 0.0311331 | val_loss: 0.0311414 | Time: 1711.91 ms [2021-10-02 06:08:33 main:581] : INFO : Epoch 1896 | loss: 0.0311327 | val_loss: 0.0311436 | Time: 1694.41 ms [2021-10-02 06:08:34 main:581] : INFO : Epoch 1897 | loss: 0.0311314 | val_loss: 0.0311461 | Time: 1687.43 ms [2021-10-02 06:08:36 main:581] : INFO : Epoch 1898 | loss: 0.0311305 | val_loss: 0.0311448 | Time: 1723.05 ms [2021-10-02 06:08:38 main:581] : INFO : Epoch 1899 | loss: 0.0311306 | val_loss: 0.0311444 | Time: 1702.42 ms [2021-10-02 06:08:40 main:581] : INFO : Epoch 1900 | loss: 0.0311301 | val_loss: 0.0311498 | Time: 1723.14 ms [2021-10-02 06:08:41 main:581] : INFO : Epoch 1901 | loss: 0.0311367 | val_loss: 0.03115 | Time: 1725.98 ms [2021-10-02 06:08:43 main:581] : INFO : Epoch 1902 | loss: 0.0311349 | val_loss: 0.0311535 | Time: 1700.57 ms [2021-10-02 06:08:45 main:581] : INFO : Epoch 1903 | loss: 0.0311335 | val_loss: 0.0311498 | Time: 1705.56 ms [2021-10-02 06:08:46 main:581] : INFO : Epoch 1904 | loss: 0.0311312 | val_loss: 0.0311498 | Time: 1693.3 ms [2021-10-02 06:08:48 main:581] : INFO : Epoch 1905 | loss: 0.0311311 | val_loss: 0.0311531 | Time: 1688.19 ms [2021-10-02 06:08:50 main:581] : INFO : Epoch 1906 | loss: 0.0311304 | val_loss: 0.0311487 | Time: 1699.73 ms [2021-10-02 06:08:51 main:581] : INFO : Epoch 1907 | loss: 0.031129 | val_loss: 0.0311475 | Time: 1702.86 ms [2021-10-02 06:08:53 main:581] : INFO : Epoch 1908 | loss: 0.0311307 | val_loss: 0.0311498 | Time: 1664.4 ms [2021-10-02 06:08:55 main:581] : INFO : Epoch 1909 | loss: 0.0311324 | val_loss: 0.0311481 | Time: 1694.06 ms [2021-10-02 06:08:57 main:581] : INFO : Epoch 1910 | loss: 0.0311392 | val_loss: 0.0311447 | Time: 1697.49 ms [2021-10-02 06:08:58 main:581] : INFO : Epoch 1911 | loss: 0.031148 | val_loss: 0.0311768 | Time: 1692.18 ms [2021-10-02 06:09:00 main:581] : INFO : Epoch 1912 | loss: 0.0338699 | val_loss: 0.0315385 | Time: 1682.51 ms [2021-10-02 06:09:02 main:581] : INFO : Epoch 1913 | loss: 0.0375711 | val_loss: 0.0326621 | Time: 1711.42 ms [2021-10-02 06:09:03 main:581] : INFO : Epoch 1914 | loss: 0.0327083 | val_loss: 0.0314858 | Time: 1673.5 ms [2021-10-02 06:09:05 main:581] : INFO : Epoch 1915 | loss: 0.0313608 | val_loss: 0.031287 | Time: 1712.08 ms [2021-10-02 06:09:07 main:581] : INFO : Epoch 1916 | loss: 0.0312643 | val_loss: 0.0312562 | Time: 1724.34 ms [2021-10-02 06:09:08 main:581] : INFO : Epoch 1917 | loss: 0.0312468 | val_loss: 0.0312405 | Time: 1725.11 ms [2021-10-02 06:09:10 main:581] : INFO : Epoch 1918 | loss: 0.0312396 | val_loss: 0.0312364 | Time: 1709.8 ms [2021-10-02 06:09:12 main:581] : INFO : Epoch 1919 | loss: 0.0312355 | val_loss: 0.03123 | Time: 1682.33 ms [2021-10-02 06:09:14 main:581] : INFO : Epoch 1920 | loss: 0.0312305 | val_loss: 0.0312259 | Time: 1705.73 ms [2021-10-02 06:09:15 main:581] : INFO : Epoch 1921 | loss: 0.0312227 | val_loss: 0.0312144 | Time: 1749.84 ms [2021-10-02 06:09:17 main:581] : INFO : Epoch 1922 | loss: 0.0312082 | val_loss: 0.0311964 | Time: 1712.19 ms [2021-10-02 06:09:19 main:581] : INFO : Epoch 1923 | loss: 0.0311964 | val_loss: 0.0311876 | Time: 1708.82 ms [2021-10-02 06:09:20 main:581] : INFO : Epoch 1924 | loss: 0.0311904 | val_loss: 0.0311889 | Time: 1729.97 ms [2021-10-02 06:09:22 main:581] : INFO : Epoch 1925 | loss: 0.0311853 | val_loss: 0.0311807 | Time: 1712.09 ms [2021-10-02 06:09:24 main:581] : INFO : Epoch 1926 | loss: 0.0311806 | val_loss: 0.0311717 | Time: 1694.51 ms [2021-10-02 06:09:26 main:581] : INFO : Epoch 1927 | loss: 0.0311784 | val_loss: 0.0311705 | Time: 1715.67 ms [2021-10-02 06:09:27 main:581] : INFO : Epoch 1928 | loss: 0.0311756 | val_loss: 0.031167 | Time: 1698.86 ms [2021-10-02 06:09:29 main:581] : INFO : Epoch 1929 | loss: 0.0311693 | val_loss: 0.0311658 | Time: 1708.21 ms [2021-10-02 06:09:31 main:581] : INFO : Epoch 1930 | loss: 0.031167 | val_loss: 0.0311653 | Time: 1714.29 ms [2021-10-02 06:09:32 main:581] : INFO : Epoch 1931 | loss: 0.0311644 | val_loss: 0.0311601 | Time: 1704.27 ms [2021-10-02 06:09:34 main:581] : INFO : Epoch 1932 | loss: 0.0311607 | val_loss: 0.0311557 | Time: 1701 ms [2021-10-02 06:09:36 main:581] : INFO : Epoch 1933 | loss: 0.0311529 | val_loss: 0.0311488 | Time: 1696.64 ms [2021-10-02 06:09:38 main:581] : INFO : Epoch 1934 | loss: 0.0311479 | val_loss: 0.0311469 | Time: 1710.63 ms [2021-10-02 06:09:39 main:581] : INFO : Epoch 1935 | loss: 0.0311444 | val_loss: 0.0311452 | Time: 1736.98 ms [2021-10-02 06:09:41 main:581] : INFO : Epoch 1936 | loss: 0.0311414 | val_loss: 0.0311427 | Time: 1707.44 ms [2021-10-02 06:09:43 main:581] : INFO : Epoch 1937 | loss: 0.0311387 | val_loss: 0.0311447 | Time: 1694.96 ms [2021-10-02 06:09:44 main:581] : INFO : Epoch 1938 | loss: 0.0311397 | val_loss: 0.03114 | Time: 1708.74 ms [2021-10-02 06:09:46 main:581] : INFO : Epoch 1939 | loss: 0.0311372 | val_loss: 0.0311438 | Time: 1696.32 ms [2021-10-02 06:09:48 main:581] : INFO : Epoch 1940 | loss: 0.0311382 | val_loss: 0.0311424 | Time: 1712.36 ms [2021-10-02 06:09:50 main:581] : INFO : Epoch 1941 | loss: 0.0311367 | val_loss: 0.0311401 | Time: 1730.35 ms [2021-10-02 06:09:51 main:581] : INFO : Epoch 1942 | loss: 0.0311354 | val_loss: 0.0311403 | Time: 1704.28 ms [2021-10-02 06:09:53 main:581] : INFO : Epoch 1943 | loss: 0.0311349 | val_loss: 0.0311427 | Time: 1690.31 ms [2021-10-02 06:09:55 main:581] : INFO : Epoch 1944 | loss: 0.0311336 | val_loss: 0.0311391 | Time: 1699.16 ms [2021-10-02 06:09:56 main:581] : INFO : Epoch 1945 | loss: 0.0311333 | val_loss: 0.0311402 | Time: 1705.44 ms [2021-10-02 06:09:58 main:581] : INFO : Epoch 1946 | loss: 0.0311317 | val_loss: 0.031139 | Time: 1686.4 ms [2021-10-02 06:10:00 main:581] : INFO : Epoch 1947 | loss: 0.0311328 | val_loss: 0.0311401 | Time: 1730.81 ms [2021-10-02 06:10:01 main:581] : INFO : Epoch 1948 | loss: 0.0311353 | val_loss: 0.0311397 | Time: 1722.24 ms [2021-10-02 06:10:03 main:581] : INFO : Epoch 1949 | loss: 0.0311345 | val_loss: 0.0311414 | Time: 1718.56 ms [2021-10-02 06:10:05 main:581] : INFO : Epoch 1950 | loss: 0.0311358 | val_loss: 0.0311403 | Time: 1694.47 ms [2021-10-02 06:10:07 main:581] : INFO : Epoch 1951 | loss: 0.0311336 | val_loss: 0.0311391 | Time: 1716.24 ms [2021-10-02 06:10:08 main:581] : INFO : Epoch 1952 | loss: 0.031135 | val_loss: 0.0311384 | Time: 1716.04 ms [2021-10-02 06:10:10 main:581] : INFO : Epoch 1953 | loss: 0.0311327 | val_loss: 0.0311412 | Time: 1701.18 ms [2021-10-02 06:10:12 main:581] : INFO : Epoch 1954 | loss: 0.031133 | val_loss: 0.0311416 | Time: 1692.23 ms [2021-10-02 06:10:13 main:581] : INFO : Epoch 1955 | loss: 0.0311299 | val_loss: 0.0311423 | Time: 1720.82 ms [2021-10-02 06:10:15 main:581] : INFO : Epoch 1956 | loss: 0.0311332 | val_loss: 0.0311398 | Time: 1710.76 ms [2021-10-02 06:10:17 main:581] : INFO : Epoch 1957 | loss: 0.0311299 | val_loss: 0.0311398 | Time: 1704.56 ms [2021-10-02 06:10:19 main:581] : INFO : Epoch 1958 | loss: 0.0311284 | val_loss: 0.031143 | Time: 1709.4 ms [2021-10-02 06:10:20 main:581] : INFO : Epoch 1959 | loss: 0.0311333 | val_loss: 0.0311402 | Time: 1720.69 ms [2021-10-02 06:10:22 main:581] : INFO : Epoch 1960 | loss: 0.0311342 | val_loss: 0.0311389 | Time: 1697.25 ms [2021-10-02 06:10:24 main:581] : INFO : Epoch 1961 | loss: 0.0311324 | val_loss: 0.0311415 | Time: 1689.83 ms [2021-10-02 06:10:25 main:581] : INFO : Epoch 1962 | loss: 0.0311297 | val_loss: 0.0311404 | Time: 1717.09 ms [2021-10-02 06:10:27 main:581] : INFO : Epoch 1963 | loss: 0.0311287 | val_loss: 0.0311408 | Time: 1692.09 ms [2021-10-02 06:10:29 main:581] : INFO : Epoch 1964 | loss: 0.0311304 | val_loss: 0.0311412 | Time: 1704.25 ms [2021-10-02 06:10:30 main:581] : INFO : Epoch 1965 | loss: 0.0311314 | val_loss: 0.0311406 | Time: 1696.83 ms [2021-10-02 06:10:32 main:581] : INFO : Epoch 1966 | loss: 0.0311308 | val_loss: 0.0311397 | Time: 1734.17 ms [2021-10-02 06:10:34 main:581] : INFO : Epoch 1967 | loss: 0.0311293 | val_loss: 0.0311389 | Time: 1738.03 ms [2021-10-02 06:10:36 main:581] : INFO : Epoch 1968 | loss: 0.03113 | val_loss: 0.0311402 | Time: 1698.75 ms [2021-10-02 06:10:37 main:581] : INFO : Epoch 1969 | loss: 0.031127 | val_loss: 0.0311389 | Time: 1675.57 ms [2021-10-02 06:10:39 main:581] : INFO : Epoch 1970 | loss: 0.0311257 | val_loss: 0.0311404 | Time: 1712.58 ms [2021-10-02 06:10:41 main:581] : INFO : Epoch 1971 | loss: 0.0311243 | val_loss: 0.0311394 | Time: 1694.76 ms [2021-10-02 06:10:42 main:581] : INFO : Epoch 1972 | loss: 0.0311243 | val_loss: 0.0311385 | Time: 1712.33 ms [2021-10-02 06:10:44 main:581] : INFO : Epoch 1973 | loss: 0.0311226 | val_loss: 0.0311409 | Time: 1668.1 ms [2021-10-02 06:10:46 main:581] : INFO : Epoch 1974 | loss: 0.0311237 | val_loss: 0.0311432 | Time: 1701.73 ms [2021-10-02 06:10:48 main:581] : INFO : Epoch 1975 | loss: 0.0311223 | val_loss: 0.0311396 | Time: 1732.31 ms [2021-10-02 06:10:49 main:581] : INFO : Epoch 1976 | loss: 0.0311233 | val_loss: 0.0311411 | Time: 1707.68 ms [2021-10-02 06:10:51 main:581] : INFO : Epoch 1977 | loss: 0.0311219 | val_loss: 0.0311424 | Time: 1701.63 ms [2021-10-02 06:10:53 main:581] : INFO : Epoch 1978 | loss: 0.0311205 | val_loss: 0.0311416 | Time: 1728.12 ms [2021-10-02 06:10:54 main:581] : INFO : Epoch 1979 | loss: 0.0311202 | val_loss: 0.0311436 | Time: 1698.78 ms [2021-10-02 06:10:56 main:581] : INFO : Epoch 1980 | loss: 0.0311203 | val_loss: 0.031142 | Time: 1683.24 ms [2021-10-02 06:10:58 main:581] : INFO : Epoch 1981 | loss: 0.0311206 | val_loss: 0.0311404 | Time: 1680.74 ms [2021-10-02 06:10:59 main:581] : INFO : Epoch 1982 | loss: 0.0311202 | val_loss: 0.0311426 | Time: 1705.89 ms [2021-10-02 06:11:01 main:581] : INFO : Epoch 1983 | loss: 0.0311211 | val_loss: 0.0311412 | Time: 1670.28 ms [2021-10-02 06:11:03 main:581] : INFO : Epoch 1984 | loss: 0.0311196 | val_loss: 0.0311403 | Time: 1688.99 ms [2021-10-02 06:11:04 main:581] : INFO : Epoch 1985 | loss: 0.0311183 | val_loss: 0.0311393 | Time: 1707.22 ms [2021-10-02 06:11:06 main:581] : INFO : Epoch 1986 | loss: 0.03112 | val_loss: 0.0311397 | Time: 1705.28 ms [2021-10-02 06:11:08 main:581] : INFO : Epoch 1987 | loss: 0.0311201 | val_loss: 0.0311396 | Time: 1705.99 ms [2021-10-02 06:11:10 main:581] : INFO : Epoch 1988 | loss: 0.0311206 | val_loss: 0.0311418 | Time: 1730.36 ms [2021-10-02 06:11:11 main:581] : INFO : Epoch 1989 | loss: 0.0311268 | val_loss: 0.0311502 | Time: 1689.93 ms [2021-10-02 06:11:13 main:581] : INFO : Epoch 1990 | loss: 0.0311301 | val_loss: 0.0311416 | Time: 1715.6 ms [2021-10-02 06:11:15 main:581] : INFO : Epoch 1991 | loss: 0.0311287 | val_loss: 0.0311419 | Time: 1713.27 ms [2021-10-02 06:11:16 main:581] : INFO : Epoch 1992 | loss: 0.0311291 | val_loss: 0.0311406 | Time: 1706.39 ms [2021-10-02 06:11:18 main:581] : INFO : Epoch 1993 | loss: 0.0311343 | val_loss: 0.0311405 | Time: 1703.35 ms [2021-10-02 06:11:20 main:581] : INFO : Epoch 1994 | loss: 0.0311327 | val_loss: 0.031139 | Time: 1710.47 ms [2021-10-02 06:11:22 main:581] : INFO : Epoch 1995 | loss: 0.0311313 | val_loss: 0.0311388 | Time: 1741.44 ms [2021-10-02 06:11:23 main:581] : INFO : Epoch 1996 | loss: 0.0311299 | val_loss: 0.0311383 | Time: 1692.57 ms [2021-10-02 06:11:25 main:581] : INFO : Epoch 1997 | loss: 0.0311298 | val_loss: 0.0311429 | Time: 1687.38 ms [2021-10-02 06:11:27 main:581] : INFO : Epoch 1998 | loss: 0.0311305 | val_loss: 0.0311387 | Time: 1728.14 ms [2021-10-02 06:11:28 main:581] : INFO : Epoch 1999 | loss: 0.0311291 | val_loss: 0.031139 | Time: 1734.63 ms [2021-10-02 06:11:30 main:581] : INFO : Epoch 2000 | loss: 0.0311291 | val_loss: 0.0311377 | Time: 1703.41 ms [2021-10-02 06:11:32 main:581] : INFO : Epoch 2001 | loss: 0.0311271 | val_loss: 0.0311381 | Time: 1723.2 ms [2021-10-02 06:11:34 main:581] : INFO : Epoch 2002 | loss: 0.0311259 | val_loss: 0.031139 | Time: 1692.99 ms [2021-10-02 06:11:35 main:581] : INFO : Epoch 2003 | loss: 0.0311256 | val_loss: 0.031139 | Time: 1707.41 ms [2021-10-02 06:11:37 main:581] : INFO : Epoch 2004 | loss: 0.0311249 | val_loss: 0.0311369 | Time: 1723.71 ms [2021-10-02 06:11:39 main:581] : INFO : Epoch 2005 | loss: 0.0311253 | val_loss: 0.0311383 | Time: 1661.38 ms [2021-10-02 06:11:40 main:581] : INFO : Epoch 2006 | loss: 0.0311288 | val_loss: 0.0311352 | Time: 1726.55 ms [2021-10-02 06:11:42 main:581] : INFO : Epoch 2007 | loss: 0.0311285 | val_loss: 0.0311345 | Time: 1737.31 ms [2021-10-02 06:11:44 main:581] : INFO : Epoch 2008 | loss: 0.0311284 | val_loss: 0.0311343 | Time: 1671.88 ms [2021-10-02 06:11:46 main:581] : INFO : Epoch 2009 | loss: 0.0311264 | val_loss: 0.0311329 | Time: 1702.2 ms [2021-10-02 06:11:47 main:581] : INFO : Epoch 2010 | loss: 0.0311291 | val_loss: 0.0311336 | Time: 1706.37 ms [2021-10-02 06:11:49 main:581] : INFO : Epoch 2011 | loss: 0.0311263 | val_loss: 0.0311331 | Time: 1706.09 ms [2021-10-02 06:11:51 main:581] : INFO : Epoch 2012 | loss: 0.0311246 | val_loss: 0.0311322 | Time: 1719.13 ms [2021-10-02 06:11:52 main:581] : INFO : Epoch 2013 | loss: 0.0311245 | val_loss: 0.0311322 | Time: 1739.68 ms [2021-10-02 06:11:54 main:581] : INFO : Epoch 2014 | loss: 0.0311238 | val_loss: 0.0311329 | Time: 1705.35 ms [2021-10-02 06:11:56 main:581] : INFO : Epoch 2015 | loss: 0.0311251 | val_loss: 0.031132 | Time: 1714.98 ms [2021-10-02 06:11:57 main:581] : INFO : Epoch 2016 | loss: 0.0311234 | val_loss: 0.0311322 | Time: 1681.25 ms [2021-10-02 06:11:59 main:581] : INFO : Epoch 2017 | loss: 0.0311233 | val_loss: 0.031132 | Time: 1700.69 ms [2021-10-02 06:12:01 main:581] : INFO : Epoch 2018 | loss: 0.0311217 | val_loss: 0.0311308 | Time: 1700.1 ms [2021-10-02 06:12:03 main:581] : INFO : Epoch 2019 | loss: 0.0311216 | val_loss: 0.0311312 | Time: 1700.63 ms [2021-10-02 06:12:04 main:581] : INFO : Epoch 2020 | loss: 0.0311224 | val_loss: 0.0311359 | Time: 1716.12 ms [2021-10-02 06:12:06 main:581] : INFO : Epoch 2021 | loss: 0.0311229 | val_loss: 0.0311334 | Time: 1694.93 ms [2021-10-02 06:12:08 main:581] : INFO : Epoch 2022 | loss: 0.0311232 | val_loss: 0.0311314 | Time: 1662.2 ms [2021-10-02 06:12:09 main:581] : INFO : Epoch 2023 | loss: 0.0311288 | val_loss: 0.0311413 | Time: 1687.76 ms [2021-10-02 06:12:11 main:581] : INFO : Epoch 2024 | loss: 0.0311302 | val_loss: 0.0311366 | Time: 1731.22 ms [2021-10-02 06:12:13 main:581] : INFO : Epoch 2025 | loss: 0.0311286 | val_loss: 0.0311353 | Time: 1708.95 ms [2021-10-02 06:12:15 main:581] : INFO : Epoch 2026 | loss: 0.0311256 | val_loss: 0.0311334 | Time: 1716.75 ms [2021-10-02 06:12:16 main:581] : INFO : Epoch 2027 | loss: 0.0311224 | val_loss: 0.0311355 | Time: 1731.96 ms [2021-10-02 06:12:18 main:581] : INFO : Epoch 2028 | loss: 0.0311218 | val_loss: 0.0311356 | Time: 1727.77 ms [2021-10-02 06:12:20 main:581] : INFO : Epoch 2029 | loss: 0.0311212 | val_loss: 0.0311351 | Time: 1683.94 ms [2021-10-02 06:12:21 main:581] : INFO : Epoch 2030 | loss: 0.0311214 | val_loss: 0.0311347 | Time: 1698.11 ms [2021-10-02 06:12:23 main:581] : INFO : Epoch 2031 | loss: 0.0311225 | val_loss: 0.0311332 | Time: 1663.8 ms [2021-10-02 06:12:25 main:581] : INFO : Epoch 2032 | loss: 0.0311221 | val_loss: 0.0311342 | Time: 1703.51 ms [2021-10-02 06:12:26 main:581] : INFO : Epoch 2033 | loss: 0.0311201 | val_loss: 0.0311331 | Time: 1723.5 ms [2021-10-02 06:12:28 main:581] : INFO : Epoch 2034 | loss: 0.03112 | val_loss: 0.0311338 | Time: 1695.88 ms [2021-10-02 06:12:30 main:581] : INFO : Epoch 2035 | loss: 0.031119 | val_loss: 0.0311332 | Time: 1713.03 ms [2021-10-02 06:12:32 main:581] : INFO : Epoch 2036 | loss: 0.0311195 | val_loss: 0.0311346 | Time: 1699.43 ms [2021-10-02 06:12:33 main:581] : INFO : Epoch 2037 | loss: 0.0311232 | val_loss: 0.0311332 | Time: 1673.65 ms [2021-10-02 06:12:35 main:581] : INFO : Epoch 2038 | loss: 0.0311228 | val_loss: 0.0311358 | Time: 1674.77 ms [2021-10-02 06:12:37 main:581] : INFO : Epoch 2039 | loss: 0.0311221 | val_loss: 0.0311347 | Time: 1705.24 ms [2021-10-02 06:12:38 main:581] : INFO : Epoch 2040 | loss: 0.0311214 | val_loss: 0.0311351 | Time: 1665.3 ms [2021-10-02 06:12:40 main:581] : INFO : Epoch 2041 | loss: 0.0311205 | val_loss: 0.0311361 | Time: 1684.65 ms [2021-10-02 06:12:42 main:581] : INFO : Epoch 2042 | loss: 0.0311243 | val_loss: 0.0311406 | Time: 1718.57 ms [2021-10-02 06:12:43 main:581] : INFO : Epoch 2043 | loss: 0.0311252 | val_loss: 0.031139 | Time: 1716.24 ms [2021-10-02 06:12:45 main:581] : INFO : Epoch 2044 | loss: 0.0311427 | val_loss: 0.0311581 | Time: 1723.65 ms [2021-10-02 06:12:47 main:581] : INFO : Epoch 2045 | loss: 0.031155 | val_loss: 0.0311597 | Time: 1702.16 ms [2021-10-02 06:12:48 main:581] : INFO : Epoch 2046 | loss: 0.0311536 | val_loss: 0.0311566 | Time: 1653.6 ms [2021-10-02 06:12:50 main:581] : INFO : Epoch 2047 | loss: 0.0311495 | val_loss: 0.0311582 | Time: 1701.22 ms [2021-10-02 06:12:52 main:581] : INFO : Epoch 2048 | loss: 0.0311475 | val_loss: 0.031156 | Time: 1682.05 ms [2021-10-02 06:12:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031156 [2021-10-02 06:12:52 main:610] : INFO : Saving end state to config to file [2021-10-02 06:12:52 main:615] : INFO : Success, exiting.. 06:12:52 (1235002): 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)