Task 10862289
| Name | ParityModified-1639948735-4078-2-0_0 |
| Workunit | 8168140 |
| Created | 18 Jan 2022, 3:44:42 UTC |
| Sent | 4 Feb 2022, 10:02:15 UTC |
| Report deadline | 12 Feb 2022, 10:02:15 UTC |
| Received | 5 Feb 2022, 9:58:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18832 |
| Run time | 50 min 42 sec |
| CPU time | 50 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,567.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310765 | val_loss: 0.0311511 | Time: 1641.49 ms [2022-02-05 17:44:23 main:574] : INFO : Epoch 1543 | loss: 0.0310793 | val_loss: 0.0311515 | Time: 1715.09 ms [2022-02-05 17:44:25 main:574] : INFO : Epoch 1544 | loss: 0.0310855 | val_loss: 0.031142 | Time: 1430.23 ms [2022-02-05 17:44:26 main:574] : INFO : Epoch 1545 | loss: 0.0310796 | val_loss: 0.0311438 | Time: 1574.62 ms [2022-02-05 17:44:28 main:574] : INFO : Epoch 1546 | loss: 0.0310789 | val_loss: 0.0311439 | Time: 1700.96 ms [2022-02-05 17:44:30 main:574] : INFO : Epoch 1547 | loss: 0.0310754 | val_loss: 0.0311471 | Time: 1551.04 ms [2022-02-05 17:44:31 main:574] : INFO : Epoch 1548 | loss: 0.0310788 | val_loss: 0.0311504 | Time: 1448.5 ms [2022-02-05 17:44:33 main:574] : INFO : Epoch 1549 | loss: 0.031101 | val_loss: 0.0311418 | Time: 1743.37 ms [2022-02-05 17:44:34 main:574] : INFO : Epoch 1550 | loss: 0.0310992 | val_loss: 0.031143 | Time: 1628.97 ms [2022-02-05 17:44:36 main:574] : INFO : Epoch 1551 | loss: 0.0310949 | val_loss: 0.0311503 | Time: 1354.36 ms [2022-02-05 17:44:37 main:574] : INFO : Epoch 1552 | loss: 0.0310878 | val_loss: 0.0311406 | Time: 1698.05 ms [2022-02-05 17:44:39 main:574] : INFO : Epoch 1553 | loss: 0.0310876 | val_loss: 0.0311404 | Time: 1740.33 ms [2022-02-05 17:44:40 main:574] : INFO : Epoch 1554 | loss: 0.031083 | val_loss: 0.0311444 | Time: 1256.4 ms [2022-02-05 17:44:42 main:574] : INFO : Epoch 1555 | loss: 0.0310864 | val_loss: 0.0311433 | Time: 1700.5 ms [2022-02-05 17:44:44 main:574] : INFO : Epoch 1556 | loss: 0.0310855 | val_loss: 0.0311461 | Time: 1700.32 ms [2022-02-05 17:44:45 main:574] : INFO : Epoch 1557 | loss: 0.0310808 | val_loss: 0.0311452 | Time: 1258.78 ms [2022-02-05 17:44:47 main:574] : INFO : Epoch 1558 | loss: 0.0310805 | val_loss: 0.0311491 | Time: 1683.72 ms [2022-02-05 17:44:48 main:574] : INFO : Epoch 1559 | loss: 0.0310832 | val_loss: 0.031142 | Time: 1701.05 ms [2022-02-05 17:44:50 main:574] : INFO : Epoch 1560 | loss: 0.0310804 | val_loss: 0.0311451 | Time: 1406.86 ms [2022-02-05 17:44:51 main:574] : INFO : Epoch 1561 | loss: 0.0310817 | val_loss: 0.0311421 | Time: 1587.73 ms [2022-02-05 17:44:53 main:574] : INFO : Epoch 1562 | loss: 0.0310877 | val_loss: 0.031144 | Time: 1709.84 ms [2022-02-05 17:44:55 main:574] : INFO : Epoch 1563 | loss: 0.0310832 | val_loss: 0.0311425 | Time: 1486.15 ms [2022-02-05 17:44:56 main:574] : INFO : Epoch 1564 | loss: 0.0310803 | val_loss: 0.0311433 | Time: 1481.21 ms [2022-02-05 17:44:58 main:574] : INFO : Epoch 1565 | loss: 0.0310787 | val_loss: 0.0311505 | Time: 1736.55 ms [2022-02-05 17:44:59 main:574] : INFO : Epoch 1566 | loss: 0.0310766 | val_loss: 0.031151 | Time: 1591.7 ms [2022-02-05 17:45:01 main:574] : INFO : Epoch 1567 | loss: 0.0310764 | val_loss: 0.0311472 | Time: 1378.97 ms [2022-02-05 17:45:03 main:574] : INFO : Epoch 1568 | loss: 0.0310771 | val_loss: 0.0311459 | Time: 1727.41 ms [2022-02-05 17:45:04 main:574] : INFO : Epoch 1569 | loss: 0.0310752 | val_loss: 0.0311418 | Time: 1689.71 ms [2022-02-05 17:45:06 main:574] : INFO : Epoch 1570 | loss: 0.0310785 | val_loss: 0.0311427 | Time: 1279.45 ms [2022-02-05 17:45:07 main:574] : INFO : Epoch 1571 | loss: 0.0310818 | val_loss: 0.0311458 | Time: 1702.42 ms [2022-02-05 17:45:09 main:574] : INFO : Epoch 1572 | loss: 0.0310827 | val_loss: 0.0311482 | Time: 1705.56 ms [2022-02-05 17:45:10 main:574] : INFO : Epoch 1573 | loss: 0.0310826 | val_loss: 0.0311481 | Time: 1254.56 ms [2022-02-05 17:45:12 main:574] : INFO : Epoch 1574 | loss: 0.0310812 | val_loss: 0.0311527 | Time: 1712.35 ms [2022-02-05 17:45:14 main:574] : INFO : Epoch 1575 | loss: 0.031088 | val_loss: 0.0311532 | Time: 1702.05 ms [2022-02-05 17:45:15 main:574] : INFO : Epoch 1576 | loss: 0.0310832 | val_loss: 0.0311507 | Time: 1333.13 ms [2022-02-05 17:45:17 main:574] : INFO : Epoch 1577 | loss: 0.0310935 | val_loss: 0.0311431 | Time: 1610.12 ms [2022-02-05 17:45:18 main:574] : INFO : Epoch 1578 | loss: 0.0311099 | val_loss: 0.0311511 | Time: 1722.44 ms [2022-02-05 17:45:20 main:574] : INFO : Epoch 1579 | loss: 0.0311061 | val_loss: 0.0311384 | Time: 1481.8 ms [2022-02-05 17:45:21 main:574] : INFO : Epoch 1580 | loss: 0.0310996 | val_loss: 0.0311394 | Time: 1519.69 ms [2022-02-05 17:45:23 main:574] : INFO : Epoch 1581 | loss: 0.031095 | val_loss: 0.0311506 | Time: 1729.22 ms [2022-02-05 17:45:25 main:574] : INFO : Epoch 1582 | loss: 0.0310977 | val_loss: 0.031147 | Time: 1553.34 ms [2022-02-05 17:45:26 main:574] : INFO : Epoch 1583 | loss: 0.0310949 | val_loss: 0.0311507 | Time: 1413.27 ms [2022-02-05 17:45:28 main:574] : INFO : Epoch 1584 | loss: 0.0310904 | val_loss: 0.031143 | Time: 1717.66 ms [2022-02-05 17:45:29 main:574] : INFO : Epoch 1585 | loss: 0.0310846 | val_loss: 0.0311535 | Time: 1663.23 ms [2022-02-05 17:45:31 main:574] : INFO : Epoch 1586 | loss: 0.0310892 | val_loss: 0.0311533 | Time: 1330.38 ms [2022-02-05 17:45:32 main:574] : INFO : Epoch 1587 | loss: 0.0310838 | val_loss: 0.0311409 | Time: 1693.67 ms [2022-02-05 17:45:34 main:574] : INFO : Epoch 1588 | loss: 0.0310829 | val_loss: 0.0311473 | Time: 1703.96 ms [2022-02-05 17:45:35 main:574] : INFO : Epoch 1589 | loss: 0.0310808 | val_loss: 0.0311466 | Time: 1261.13 ms [2022-02-05 17:45:37 main:574] : INFO : Epoch 1590 | loss: 0.031081 | val_loss: 0.031146 | Time: 1715.53 ms [2022-02-05 17:45:39 main:574] : INFO : Epoch 1591 | loss: 0.0310874 | val_loss: 0.031142 | Time: 1720.45 ms [2022-02-05 17:45:40 main:574] : INFO : Epoch 1592 | loss: 0.031086 | val_loss: 0.0311496 | Time: 1312.39 ms [2022-02-05 17:45:42 main:574] : INFO : Epoch 1593 | loss: 0.031091 | val_loss: 0.0311468 | Time: 1663.17 ms [2022-02-05 17:45:44 main:574] : INFO : Epoch 1594 | loss: 0.0310989 | val_loss: 0.0311409 | Time: 1710.45 ms [2022-02-05 17:45:45 main:574] : INFO : Epoch 1595 | loss: 0.0310948 | val_loss: 0.0311437 | Time: 1404.89 ms [2022-02-05 17:45:47 main:574] : INFO : Epoch 1596 | loss: 0.0310927 | val_loss: 0.0311505 | Time: 1555.64 ms [2022-02-05 17:45:48 main:574] : INFO : Epoch 1597 | loss: 0.0310881 | val_loss: 0.0311445 | Time: 1712.88 ms [2022-02-05 17:45:50 main:574] : INFO : Epoch 1598 | loss: 0.0310865 | val_loss: 0.0311508 | Time: 1516.16 ms [2022-02-05 17:45:51 main:574] : INFO : Epoch 1599 | loss: 0.0310836 | val_loss: 0.0311468 | Time: 1463.46 ms [2022-02-05 17:45:53 main:574] : INFO : Epoch 1600 | loss: 0.0310836 | val_loss: 0.0311455 | Time: 1715.31 ms [2022-02-05 17:45:55 main:574] : INFO : Epoch 1601 | loss: 0.0310821 | val_loss: 0.0311454 | Time: 1625.63 ms [2022-02-05 17:45:56 main:574] : INFO : Epoch 1602 | loss: 0.0310801 | val_loss: 0.0311484 | Time: 1371.7 ms [2022-02-05 17:45:58 main:574] : INFO : Epoch 1603 | loss: 0.031079 | val_loss: 0.0311525 | Time: 1703.72 ms [2022-02-05 17:45:59 main:574] : INFO : Epoch 1604 | loss: 0.0310844 | val_loss: 0.0311507 | Time: 1708.27 ms [2022-02-05 17:46:01 main:574] : INFO : Epoch 1605 | loss: 0.0311017 | val_loss: 0.0311522 | Time: 1283.5 ms [2022-02-05 17:46:02 main:574] : INFO : Epoch 1606 | loss: 0.0310922 | val_loss: 0.0311461 | Time: 1710.2 ms [2022-02-05 17:46:04 main:574] : INFO : Epoch 1607 | loss: 0.0310879 | val_loss: 0.0311505 | Time: 1728.19 ms [2022-02-05 17:46:05 main:574] : INFO : Epoch 1608 | loss: 0.031085 | val_loss: 0.0311546 | Time: 1257.49 ms [2022-02-05 17:46:07 main:574] : INFO : Epoch 1609 | loss: 0.0310915 | val_loss: 0.0311497 | Time: 1689.45 ms [2022-02-05 17:46:09 main:574] : INFO : Epoch 1610 | loss: 0.0310887 | val_loss: 0.0311546 | Time: 1716.06 ms [2022-02-05 17:46:10 main:574] : INFO : Epoch 1611 | loss: 0.031082 | val_loss: 0.0311516 | Time: 1380.92 ms [2022-02-05 17:46:12 main:574] : INFO : Epoch 1612 | loss: 0.0310796 | val_loss: 0.0311464 | Time: 1587.43 ms [2022-02-05 17:46:13 main:574] : INFO : Epoch 1613 | loss: 0.0310895 | val_loss: 0.0311509 | Time: 1722.21 ms [2022-02-05 17:46:15 main:574] : INFO : Epoch 1614 | loss: 0.0310893 | val_loss: 0.0311524 | Time: 1476.61 ms [2022-02-05 17:46:16 main:574] : INFO : Epoch 1615 | loss: 0.0310902 | val_loss: 0.0311509 | Time: 1490.5 ms [2022-02-05 17:46:18 main:574] : INFO : Epoch 1616 | loss: 0.0310855 | val_loss: 0.031152 | Time: 1715.83 ms [2022-02-05 17:46:20 main:574] : INFO : Epoch 1617 | loss: 0.0310839 | val_loss: 0.0311598 | Time: 1590.17 ms [2022-02-05 17:46:21 main:574] : INFO : Epoch 1618 | loss: 0.0310803 | val_loss: 0.0311555 | Time: 1403.66 ms [2022-02-05 17:46:23 main:574] : INFO : Epoch 1619 | loss: 0.031079 | val_loss: 0.0311501 | Time: 1726.96 ms [2022-02-05 17:46:25 main:574] : INFO : Epoch 1620 | loss: 0.0310763 | val_loss: 0.0311457 | Time: 1677.73 ms [2022-02-05 17:46:26 main:574] : INFO : Epoch 1621 | loss: 0.0310753 | val_loss: 0.0311477 | Time: 1305.22 ms [2022-02-05 17:46:28 main:574] : INFO : Epoch 1622 | loss: 0.0310741 | val_loss: 0.0311543 | Time: 1694.86 ms [2022-02-05 17:46:29 main:574] : INFO : Epoch 1623 | loss: 0.0310768 | val_loss: 0.0311603 | Time: 1700.85 ms [2022-02-05 17:46:30 main:574] : INFO : Epoch 1624 | loss: 0.031078 | val_loss: 0.0311518 | Time: 1258.22 ms [2022-02-05 17:46:32 main:574] : INFO : Epoch 1625 | loss: 0.0310772 | val_loss: 0.03116 | Time: 1742.76 ms [2022-02-05 17:46:34 main:574] : INFO : Epoch 1626 | loss: 0.0310774 | val_loss: 0.0311495 | Time: 1719.71 ms [2022-02-05 17:46:35 main:574] : INFO : Epoch 1627 | loss: 0.0310749 | val_loss: 0.0311479 | Time: 1330.9 ms [2022-02-05 17:46:37 main:574] : INFO : Epoch 1628 | loss: 0.0310756 | val_loss: 0.0311506 | Time: 1639.24 ms [2022-02-05 17:46:39 main:574] : INFO : Epoch 1629 | loss: 0.031074 | val_loss: 0.0311644 | Time: 1742.42 ms [2022-02-05 17:46:40 main:574] : INFO : Epoch 1630 | loss: 0.0310745 | val_loss: 0.0311585 | Time: 1414.23 ms [2022-02-05 17:46:42 main:574] : INFO : Epoch 1631 | loss: 0.0310783 | val_loss: 0.031154 | Time: 1546.54 ms [2022-02-05 17:46:43 main:574] : INFO : Epoch 1632 | loss: 0.0310801 | val_loss: 0.03116 | Time: 1730.95 ms [2022-02-05 17:46:45 main:574] : INFO : Epoch 1633 | loss: 0.0310757 | val_loss: 0.0311672 | Time: 1526.05 ms [2022-02-05 17:46:46 main:574] : INFO : Epoch 1634 | loss: 0.0310758 | val_loss: 0.0311557 | Time: 1435.91 ms [2022-02-05 17:46:48 main:574] : INFO : Epoch 1635 | loss: 0.0310755 | val_loss: 0.0311594 | Time: 1697.98 ms [2022-02-05 17:46:50 main:574] : INFO : Epoch 1636 | loss: 0.0310756 | val_loss: 0.0311523 | Time: 1640.49 ms [2022-02-05 17:46:51 main:574] : INFO : Epoch 1637 | loss: 0.0310777 | val_loss: 0.0311558 | Time: 1348.14 ms [2022-02-05 17:46:53 main:574] : INFO : Epoch 1638 | loss: 0.0310754 | val_loss: 0.0311527 | Time: 1759.31 ms [2022-02-05 17:46:54 main:574] : INFO : Epoch 1639 | loss: 0.0310935 | val_loss: 0.0311486 | Time: 1704.43 ms [2022-02-05 17:46:56 main:574] : INFO : Epoch 1640 | loss: 0.0310941 | val_loss: 0.0311517 | Time: 1272.26 ms [2022-02-05 17:46:57 main:574] : INFO : Epoch 1641 | loss: 0.0310886 | val_loss: 0.0311456 | Time: 1727.21 ms [2022-02-05 17:46:59 main:574] : INFO : Epoch 1642 | loss: 0.0310821 | val_loss: 0.0311576 | Time: 1718.69 ms [2022-02-05 17:47:00 main:574] : INFO : Epoch 1643 | loss: 0.0310838 | val_loss: 0.0311504 | Time: 1266.23 ms [2022-02-05 17:47:02 main:574] : INFO : Epoch 1644 | loss: 0.0310864 | val_loss: 0.0311459 | Time: 1693.13 ms [2022-02-05 17:47:04 main:574] : INFO : Epoch 1645 | loss: 0.0310858 | val_loss: 0.0311455 | Time: 1716.68 ms [2022-02-05 17:47:05 main:574] : INFO : Epoch 1646 | loss: 0.0310941 | val_loss: 0.0311422 | Time: 1379.26 ms [2022-02-05 17:47:07 main:574] : INFO : Epoch 1647 | loss: 0.0310919 | val_loss: 0.031148 | Time: 1597.78 ms [2022-02-05 17:47:09 main:574] : INFO : Epoch 1648 | loss: 0.0310872 | val_loss: 0.0311522 | Time: 1713.18 ms [2022-02-05 17:47:10 main:574] : INFO : Epoch 1649 | loss: 0.0310863 | val_loss: 0.0311594 | Time: 1489.04 ms [2022-02-05 17:47:12 main:574] : INFO : Epoch 1650 | loss: 0.0310882 | val_loss: 0.0311519 | Time: 1481.29 ms [2022-02-05 17:47:13 main:574] : INFO : Epoch 1651 | loss: 0.031086 | val_loss: 0.0311478 | Time: 1716.73 ms [2022-02-05 17:47:15 main:574] : INFO : Epoch 1652 | loss: 0.0310862 | val_loss: 0.0311513 | Time: 1592.89 ms [2022-02-05 17:47:16 main:574] : INFO : Epoch 1653 | loss: 0.0310835 | val_loss: 0.0311482 | Time: 1392.07 ms [2022-02-05 17:47:18 main:574] : INFO : Epoch 1654 | loss: 0.0310801 | val_loss: 0.0311538 | Time: 1719.93 ms [2022-02-05 17:47:20 main:574] : INFO : Epoch 1655 | loss: 0.0310787 | val_loss: 0.0311495 | Time: 1672.61 ms [2022-02-05 17:47:21 main:574] : INFO : Epoch 1656 | loss: 0.0310782 | val_loss: 0.0311509 | Time: 1282.21 ms [2022-02-05 17:47:23 main:574] : INFO : Epoch 1657 | loss: 0.0310771 | val_loss: 0.0311478 | Time: 1729.7 ms [2022-02-05 17:47:24 main:574] : INFO : Epoch 1658 | loss: 0.0310746 | val_loss: 0.0311506 | Time: 1706.7 ms [2022-02-05 17:47:26 main:574] : INFO : Epoch 1659 | loss: 0.0310722 | val_loss: 0.0311521 | Time: 1269.82 ms [2022-02-05 17:47:27 main:574] : INFO : Epoch 1660 | loss: 0.0310703 | val_loss: 0.0311478 | Time: 1697.8 ms [2022-02-05 17:47:29 main:574] : INFO : Epoch 1661 | loss: 0.0310704 | val_loss: 0.0311454 | Time: 1713.35 ms [2022-02-05 17:47:30 main:574] : INFO : Epoch 1662 | loss: 0.0310713 | val_loss: 0.0311576 | Time: 1331.83 ms [2022-02-05 17:47:32 main:574] : INFO : Epoch 1663 | loss: 0.0310703 | val_loss: 0.0311483 | Time: 1628.53 ms [2022-02-05 17:47:34 main:574] : INFO : Epoch 1664 | loss: 0.0310726 | val_loss: 0.0311538 | Time: 1716.9 ms [2022-02-05 17:47:35 main:574] : INFO : Epoch 1665 | loss: 0.0310725 | val_loss: 0.031165 | Time: 1450.33 ms [2022-02-05 17:47:37 main:574] : INFO : Epoch 1666 | loss: 0.0310733 | val_loss: 0.0311616 | Time: 1526.82 ms [2022-02-05 17:47:38 main:574] : INFO : Epoch 1667 | loss: 0.0310777 | val_loss: 0.0311533 | Time: 1728.51 ms [2022-02-05 17:47:40 main:574] : INFO : Epoch 1668 | loss: 0.0310762 | val_loss: 0.0311554 | Time: 1563.21 ms [2022-02-05 17:47:41 main:574] : INFO : Epoch 1669 | loss: 0.0310715 | val_loss: 0.0311427 | Time: 1435.52 ms [2022-02-05 17:47:43 main:574] : INFO : Epoch 1670 | loss: 0.0310731 | val_loss: 0.0311468 | Time: 1703.93 ms [2022-02-05 17:47:45 main:574] : INFO : Epoch 1671 | loss: 0.0310722 | val_loss: 0.0311597 | Time: 1633.69 ms [2022-02-05 17:47:46 main:574] : INFO : Epoch 1672 | loss: 0.0310729 | val_loss: 0.0311499 | Time: 1305.99 ms [2022-02-05 17:47:48 main:574] : INFO : Epoch 1673 | loss: 0.0310749 | val_loss: 0.0311502 | Time: 1696.75 ms [2022-02-05 17:47:50 main:574] : INFO : Epoch 1674 | loss: 0.0310816 | val_loss: 0.0311471 | Time: 1693.78 ms [2022-02-05 17:47:51 main:574] : INFO : Epoch 1675 | loss: 0.0310767 | val_loss: 0.0311549 | Time: 1252.97 ms [2022-02-05 17:47:52 main:574] : INFO : Epoch 1676 | loss: 0.031075 | val_loss: 0.0311487 | Time: 1709.94 ms [2022-02-05 17:47:54 main:574] : INFO : Epoch 1677 | loss: 0.0310906 | val_loss: 0.031149 | Time: 1720.48 ms [2022-02-05 17:47:55 main:574] : INFO : Epoch 1678 | loss: 0.0310868 | val_loss: 0.0311577 | Time: 1309.5 ms [2022-02-05 17:47:57 main:574] : INFO : Epoch 1679 | loss: 0.0310815 | val_loss: 0.0311583 | Time: 1631.28 ms [2022-02-05 17:47:59 main:574] : INFO : Epoch 1680 | loss: 0.0310786 | val_loss: 0.0311575 | Time: 1719.43 ms [2022-02-05 17:48:00 main:574] : INFO : Epoch 1681 | loss: 0.0310752 | val_loss: 0.0311579 | Time: 1422.13 ms [2022-02-05 17:48:02 main:574] : INFO : Epoch 1682 | loss: 0.0310762 | val_loss: 0.0311567 | Time: 1544.19 ms [2022-02-05 17:48:04 main:574] : INFO : Epoch 1683 | loss: 0.0310747 | val_loss: 0.0311646 | Time: 1708.81 ms [2022-02-05 17:48:05 main:574] : INFO : Epoch 1684 | loss: 0.0310699 | val_loss: 0.0311608 | Time: 1537.97 ms [2022-02-05 17:48:06 main:574] : INFO : Epoch 1685 | loss: 0.0310703 | val_loss: 0.031156 | Time: 1424.93 ms [2022-02-05 17:48:08 main:574] : INFO : Epoch 1686 | loss: 0.0310723 | val_loss: 0.0311552 | Time: 1694.55 ms [2022-02-05 17:48:10 main:574] : INFO : Epoch 1687 | loss: 0.0310763 | val_loss: 0.0311559 | Time: 1668.51 ms [2022-02-05 17:48:11 main:574] : INFO : Epoch 1688 | loss: 0.031086 | val_loss: 0.031143 | Time: 1334.84 ms [2022-02-05 17:48:13 main:574] : INFO : Epoch 1689 | loss: 0.0311046 | val_loss: 0.0311472 | Time: 1722.66 ms [2022-02-05 17:48:15 main:574] : INFO : Epoch 1690 | loss: 0.0311026 | val_loss: 0.0311414 | Time: 1712.65 ms [2022-02-05 17:48:16 main:574] : INFO : Epoch 1691 | loss: 0.0310992 | val_loss: 0.0311385 | Time: 1286.63 ms [2022-02-05 17:48:18 main:574] : INFO : Epoch 1692 | loss: 0.0310927 | val_loss: 0.0311409 | Time: 1718.72 ms [2022-02-05 17:48:19 main:574] : INFO : Epoch 1693 | loss: 0.0310878 | val_loss: 0.0311465 | Time: 1716.06 ms [2022-02-05 17:48:21 main:574] : INFO : Epoch 1694 | loss: 0.0310866 | val_loss: 0.031139 | Time: 1274.96 ms [2022-02-05 17:48:22 main:574] : INFO : Epoch 1695 | loss: 0.0310861 | val_loss: 0.0311368 | Time: 1678.29 ms [2022-02-05 17:48:24 main:574] : INFO : Epoch 1696 | loss: 0.0310847 | val_loss: 0.0311428 | Time: 1701.85 ms [2022-02-05 17:48:25 main:574] : INFO : Epoch 1697 | loss: 0.0310825 | val_loss: 0.0311465 | Time: 1407.99 ms [2022-02-05 17:48:27 main:574] : INFO : Epoch 1698 | loss: 0.0310923 | val_loss: 0.031145 | Time: 1556.45 ms [2022-02-05 17:48:29 main:574] : INFO : Epoch 1699 | loss: 0.0310974 | val_loss: 0.0311454 | Time: 1702.39 ms [2022-02-05 17:48:30 main:574] : INFO : Epoch 1700 | loss: 0.0310946 | val_loss: 0.031144 | Time: 1525.63 ms [2022-02-05 17:48:32 main:574] : INFO : Epoch 1701 | loss: 0.0310962 | val_loss: 0.031151 | Time: 1457.88 ms [2022-02-05 17:48:33 main:574] : INFO : Epoch 1702 | loss: 0.0310933 | val_loss: 0.0311505 | Time: 1711.32 ms [2022-02-05 17:48:35 main:574] : INFO : Epoch 1703 | loss: 0.0310936 | val_loss: 0.0311469 | Time: 1614.32 ms [2022-02-05 17:48:36 main:574] : INFO : Epoch 1704 | loss: 0.0310946 | val_loss: 0.0311474 | Time: 1344.32 ms [2022-02-05 17:48:38 main:574] : INFO : Epoch 1705 | loss: 0.0310912 | val_loss: 0.0311565 | Time: 1713.73 ms [2022-02-05 17:48:40 main:574] : INFO : Epoch 1706 | loss: 0.0310895 | val_loss: 0.0311573 | Time: 1712.31 ms [2022-02-05 17:48:41 main:574] : INFO : Epoch 1707 | loss: 0.0310858 | val_loss: 0.0311456 | Time: 1275.19 ms [2022-02-05 17:48:43 main:574] : INFO : Epoch 1708 | loss: 0.031086 | val_loss: 0.0311495 | Time: 1715.35 ms [2022-02-05 17:48:44 main:574] : INFO : Epoch 1709 | loss: 0.0310844 | val_loss: 0.0311519 | Time: 1699.29 ms [2022-02-05 17:48:46 main:574] : INFO : Epoch 1710 | loss: 0.0310861 | val_loss: 0.0311497 | Time: 1278.32 ms [2022-02-05 17:48:47 main:574] : INFO : Epoch 1711 | loss: 0.0310849 | val_loss: 0.0311442 | Time: 1688.61 ms [2022-02-05 17:48:49 main:574] : INFO : Epoch 1712 | loss: 0.031083 | val_loss: 0.0311437 | Time: 1724.93 ms [2022-02-05 17:48:51 main:574] : INFO : Epoch 1713 | loss: 0.0310798 | val_loss: 0.0311468 | Time: 1389.44 ms [2022-02-05 17:48:52 main:574] : INFO : Epoch 1714 | loss: 0.0310795 | val_loss: 0.0311492 | Time: 1578.8 ms [2022-02-05 17:48:54 main:574] : INFO : Epoch 1715 | loss: 0.0310823 | val_loss: 0.0311403 | Time: 1713.58 ms [2022-02-05 17:48:55 main:574] : INFO : Epoch 1716 | loss: 0.0310813 | val_loss: 0.0311426 | Time: 1499.5 ms [2022-02-05 17:48:57 main:574] : INFO : Epoch 1717 | loss: 0.0310772 | val_loss: 0.0311422 | Time: 1474.76 ms [2022-02-05 17:48:59 main:574] : INFO : Epoch 1718 | loss: 0.0310762 | val_loss: 0.0311457 | Time: 1707.8 ms [2022-02-05 17:49:00 main:574] : INFO : Epoch 1719 | loss: 0.0310795 | val_loss: 0.0311474 | Time: 1595.79 ms [2022-02-05 17:49:02 main:574] : INFO : Epoch 1720 | loss: 0.0310809 | val_loss: 0.0311476 | Time: 1371.24 ms [2022-02-05 17:49:03 main:574] : INFO : Epoch 1721 | loss: 0.0310778 | val_loss: 0.0311569 | Time: 1706.46 ms [2022-02-05 17:49:05 main:574] : INFO : Epoch 1722 | loss: 0.0310713 | val_loss: 0.0311488 | Time: 1701.07 ms [2022-02-05 17:49:06 main:574] : INFO : Epoch 1723 | loss: 0.0310722 | val_loss: 0.0311517 | Time: 1255.49 ms [2022-02-05 17:49:08 main:574] : INFO : Epoch 1724 | loss: 0.0310708 | val_loss: 0.0311552 | Time: 1720.39 ms [2022-02-05 17:49:10 main:574] : INFO : Epoch 1725 | loss: 0.0310716 | val_loss: 0.0311574 | Time: 1699.52 ms [2022-02-05 17:49:11 main:574] : INFO : Epoch 1726 | loss: 0.0310755 | val_loss: 0.0311557 | Time: 1304.03 ms [2022-02-05 17:49:13 main:574] : INFO : Epoch 1727 | loss: 0.03108 | val_loss: 0.0311509 | Time: 1710.93 ms [2022-02-05 17:49:14 main:574] : INFO : Epoch 1728 | loss: 0.0310738 | val_loss: 0.0311469 | Time: 1740.55 ms [2022-02-05 17:49:16 main:574] : INFO : Epoch 1729 | loss: 0.0310707 | val_loss: 0.0311523 | Time: 1365.25 ms [2022-02-05 17:49:17 main:574] : INFO : Epoch 1730 | loss: 0.0310703 | val_loss: 0.0311499 | Time: 1634.15 ms [2022-02-05 17:49:19 main:574] : INFO : Epoch 1731 | loss: 0.0310711 | val_loss: 0.0311461 | Time: 1721.97 ms [2022-02-05 17:49:21 main:574] : INFO : Epoch 1732 | loss: 0.0310711 | val_loss: 0.0311565 | Time: 1468.26 ms [2022-02-05 17:49:22 main:574] : INFO : Epoch 1733 | loss: 0.0310741 | val_loss: 0.0311554 | Time: 1537.37 ms [2022-02-05 17:49:24 main:574] : INFO : Epoch 1734 | loss: 0.0310702 | val_loss: 0.0311573 | Time: 1698.52 ms [2022-02-05 17:49:25 main:574] : INFO : Epoch 1735 | loss: 0.0310689 | val_loss: 0.0311512 | Time: 1552.03 ms [2022-02-05 17:49:27 main:574] : INFO : Epoch 1736 | loss: 0.0310721 | val_loss: 0.0311559 | Time: 1424.82 ms [2022-02-05 17:49:28 main:574] : INFO : Epoch 1737 | loss: 0.0310757 | val_loss: 0.0311506 | Time: 1705.26 ms [2022-02-05 17:49:30 main:574] : INFO : Epoch 1738 | loss: 0.0310858 | val_loss: 0.0311496 | Time: 1636.75 ms [2022-02-05 17:49:31 main:574] : INFO : Epoch 1739 | loss: 0.0310826 | val_loss: 0.031149 | Time: 1324.94 ms [2022-02-05 17:49:33 main:574] : INFO : Epoch 1740 | loss: 0.0310833 | val_loss: 0.0311754 | Time: 1709.15 ms [2022-02-05 17:49:35 main:574] : INFO : Epoch 1741 | loss: 0.0310855 | val_loss: 0.0311534 | Time: 1704.04 ms [2022-02-05 17:49:36 main:574] : INFO : Epoch 1742 | loss: 0.0310808 | val_loss: 0.0311487 | Time: 1271.37 ms [2022-02-05 17:49:38 main:574] : INFO : Epoch 1743 | loss: 0.0310763 | val_loss: 0.0311448 | Time: 1708.97 ms [2022-02-05 17:49:40 main:574] : INFO : Epoch 1744 | loss: 0.0310745 | val_loss: 0.031148 | Time: 1693.11 ms [2022-02-05 17:49:41 main:574] : INFO : Epoch 1745 | loss: 0.0310737 | val_loss: 0.031147 | Time: 1313.72 ms [2022-02-05 17:49:43 main:574] : INFO : Epoch 1746 | loss: 0.0310756 | val_loss: 0.0311404 | Time: 1650.03 ms [2022-02-05 17:49:44 main:574] : INFO : Epoch 1747 | loss: 0.0310867 | val_loss: 0.0311486 | Time: 1719.59 ms [2022-02-05 17:49:46 main:574] : INFO : Epoch 1748 | loss: 0.0310838 | val_loss: 0.0311446 | Time: 1439.5 ms [2022-02-05 17:49:47 main:574] : INFO : Epoch 1749 | loss: 0.0310802 | val_loss: 0.0311526 | Time: 1559.7 ms [2022-02-05 17:49:49 main:574] : INFO : Epoch 1750 | loss: 0.0310783 | val_loss: 0.0311483 | Time: 1730.02 ms [2022-02-05 17:49:50 main:574] : INFO : Epoch 1751 | loss: 0.0310783 | val_loss: 0.0311533 | Time: 1518.27 ms [2022-02-05 17:49:52 main:574] : INFO : Epoch 1752 | loss: 0.0310754 | val_loss: 0.031148 | Time: 1448.2 ms [2022-02-05 17:49:54 main:574] : INFO : Epoch 1753 | loss: 0.031073 | val_loss: 0.0311487 | Time: 1705.89 ms [2022-02-05 17:49:55 main:574] : INFO : Epoch 1754 | loss: 0.0310718 | val_loss: 0.0311477 | Time: 1617.22 ms [2022-02-05 17:49:57 main:574] : INFO : Epoch 1755 | loss: 0.0310681 | val_loss: 0.0311461 | Time: 1335.52 ms [2022-02-05 17:49:58 main:574] : INFO : Epoch 1756 | loss: 0.031067 | val_loss: 0.0311495 | Time: 1715.2 ms [2022-02-05 17:50:00 main:574] : INFO : Epoch 1757 | loss: 0.0310688 | val_loss: 0.03115 | Time: 1714.07 ms [2022-02-05 17:50:01 main:574] : INFO : Epoch 1758 | loss: 0.0310689 | val_loss: 0.0311514 | Time: 1264.49 ms [2022-02-05 17:50:03 main:574] : INFO : Epoch 1759 | loss: 0.0310721 | val_loss: 0.0311488 | Time: 1721.09 ms [2022-02-05 17:50:05 main:574] : INFO : Epoch 1760 | loss: 0.0310723 | val_loss: 0.0311493 | Time: 1697 ms [2022-02-05 17:50:06 main:574] : INFO : Epoch 1761 | loss: 0.0310687 | val_loss: 0.0311608 | Time: 1282.46 ms [2022-02-05 17:50:08 main:574] : INFO : Epoch 1762 | loss: 0.0310644 | val_loss: 0.0311615 | Time: 1691.41 ms [2022-02-05 17:50:09 main:574] : INFO : Epoch 1763 | loss: 0.0310635 | val_loss: 0.0311621 | Time: 1709.5 ms [2022-02-05 17:50:11 main:574] : INFO : Epoch 1764 | loss: 0.0310629 | val_loss: 0.0311564 | Time: 1394.97 ms [2022-02-05 17:50:12 main:574] : INFO : Epoch 1765 | loss: 0.0310657 | val_loss: 0.0311536 | Time: 1585 ms [2022-02-05 17:50:14 main:574] : INFO : Epoch 1766 | loss: 0.0310628 | val_loss: 0.0311563 | Time: 1731.25 ms [2022-02-05 17:50:16 main:574] : INFO : Epoch 1767 | loss: 0.0310652 | val_loss: 0.0311592 | Time: 1509.31 ms [2022-02-05 17:50:17 main:574] : INFO : Epoch 1768 | loss: 0.0310692 | val_loss: 0.0311514 | Time: 1510.76 ms [2022-02-05 17:50:19 main:574] : INFO : Epoch 1769 | loss: 0.0310709 | val_loss: 0.0311569 | Time: 1708.56 ms [2022-02-05 17:50:20 main:574] : INFO : Epoch 1770 | loss: 0.0310727 | val_loss: 0.0311505 | Time: 1592.13 ms [2022-02-05 17:50:22 main:574] : INFO : Epoch 1771 | loss: 0.0310706 | val_loss: 0.031162 | Time: 1404.04 ms [2022-02-05 17:50:24 main:574] : INFO : Epoch 1772 | loss: 0.0310755 | val_loss: 0.0311631 | Time: 1717.46 ms [2022-02-05 17:50:25 main:574] : INFO : Epoch 1773 | loss: 0.0310738 | val_loss: 0.0311548 | Time: 1676.38 ms [2022-02-05 17:50:27 main:574] : INFO : Epoch 1774 | loss: 0.0310692 | val_loss: 0.0311486 | Time: 1279.37 ms [2022-02-05 17:50:28 main:574] : INFO : Epoch 1775 | loss: 0.0310655 | val_loss: 0.0311611 | Time: 1708.19 ms [2022-02-05 17:50:30 main:574] : INFO : Epoch 1776 | loss: 0.0310656 | val_loss: 0.0311516 | Time: 1714.59 ms [2022-02-05 17:50:31 main:574] : INFO : Epoch 1777 | loss: 0.0310638 | val_loss: 0.0311592 | Time: 1265.39 ms [2022-02-05 17:50:33 main:574] : INFO : Epoch 1778 | loss: 0.0310641 | val_loss: 0.0311615 | Time: 1714.47 ms [2022-02-05 17:50:35 main:574] : INFO : Epoch 1779 | loss: 0.0310624 | val_loss: 0.0311625 | Time: 1708.47 ms [2022-02-05 17:50:36 main:574] : INFO : Epoch 1780 | loss: 0.0310654 | val_loss: 0.0311516 | Time: 1332.77 ms [2022-02-05 17:50:38 main:574] : INFO : Epoch 1781 | loss: 0.0310696 | val_loss: 0.0311552 | Time: 1619.97 ms [2022-02-05 17:50:39 main:574] : INFO : Epoch 1782 | loss: 0.0310698 | val_loss: 0.0311507 | Time: 1720.78 ms [2022-02-05 17:50:41 main:574] : INFO : Epoch 1783 | loss: 0.0310679 | val_loss: 0.0311547 | Time: 1453.62 ms [2022-02-05 17:50:42 main:574] : INFO : Epoch 1784 | loss: 0.0310699 | val_loss: 0.0311514 | Time: 1520.86 ms [2022-02-05 17:50:44 main:574] : INFO : Epoch 1785 | loss: 0.0310948 | val_loss: 0.0311497 | Time: 1714.63 ms [2022-02-05 17:50:46 main:574] : INFO : Epoch 1786 | loss: 0.0311075 | val_loss: 0.0311528 | Time: 1547.58 ms [2022-02-05 17:50:47 main:574] : INFO : Epoch 1787 | loss: 0.0311053 | val_loss: 0.0311437 | Time: 1425.14 ms [2022-02-05 17:50:49 main:574] : INFO : Epoch 1788 | loss: 0.0310994 | val_loss: 0.0311553 | Time: 1717.75 ms [2022-02-05 17:50:50 main:574] : INFO : Epoch 1789 | loss: 0.0311049 | val_loss: 0.0311571 | Time: 1645.73 ms [2022-02-05 17:50:52 main:574] : INFO : Epoch 1790 | loss: 0.0310986 | val_loss: 0.031148 | Time: 1342.42 ms [2022-02-05 17:50:53 main:574] : INFO : Epoch 1791 | loss: 0.0310945 | val_loss: 0.0311516 | Time: 1707.68 ms [2022-02-05 17:50:55 main:574] : INFO : Epoch 1792 | loss: 0.0310936 | val_loss: 0.031159 | Time: 1724.75 ms [2022-02-05 17:50:56 main:574] : INFO : Epoch 1793 | loss: 0.0310903 | val_loss: 0.0311527 | Time: 1270.78 ms [2022-02-05 17:50:58 main:574] : INFO : Epoch 1794 | loss: 0.0310882 | val_loss: 0.031147 | Time: 1692.6 ms [2022-02-05 17:51:00 main:574] : INFO : Epoch 1795 | loss: 0.0310836 | val_loss: 0.0311504 | Time: 1697.28 ms [2022-02-05 17:51:01 main:574] : INFO : Epoch 1796 | loss: 0.0310816 | val_loss: 0.0311651 | Time: 1317.43 ms [2022-02-05 17:51:03 main:574] : INFO : Epoch 1797 | loss: 0.0310802 | val_loss: 0.0311653 | Time: 1644.84 ms [2022-02-05 17:51:04 main:574] : INFO : Epoch 1798 | loss: 0.0310782 | val_loss: 0.03115 | Time: 1708.47 ms [2022-02-05 17:51:06 main:574] : INFO : Epoch 1799 | loss: 0.0310778 | val_loss: 0.0311493 | Time: 1419.83 ms [2022-02-05 17:51:07 main:574] : INFO : Epoch 1800 | loss: 0.0310758 | val_loss: 0.0311493 | Time: 1566.44 ms [2022-02-05 17:51:09 main:574] : INFO : Epoch 1801 | loss: 0.031076 | val_loss: 0.0311573 | Time: 1701.46 ms [2022-02-05 17:51:11 main:574] : INFO : Epoch 1802 | loss: 0.0310811 | val_loss: 0.0311474 | Time: 1542.92 ms [2022-02-05 17:51:12 main:574] : INFO : Epoch 1803 | loss: 0.0310759 | val_loss: 0.0311484 | Time: 1471.12 ms [2022-02-05 17:51:14 main:574] : INFO : Epoch 1804 | loss: 0.0310814 | val_loss: 0.0311509 | Time: 1708.37 ms [2022-02-05 17:51:16 main:574] : INFO : Epoch 1805 | loss: 0.0310867 | val_loss: 0.031152 | Time: 1616.29 ms [2022-02-05 17:51:17 main:574] : INFO : Epoch 1806 | loss: 0.0310825 | val_loss: 0.0311565 | Time: 1349.06 ms [2022-02-05 17:51:19 main:574] : INFO : Epoch 1807 | loss: 0.0310782 | val_loss: 0.0311545 | Time: 1714.25 ms [2022-02-05 17:51:20 main:574] : INFO : Epoch 1808 | loss: 0.0310764 | val_loss: 0.0311463 | Time: 1704.42 ms [2022-02-05 17:51:22 main:574] : INFO : Epoch 1809 | loss: 0.0310739 | val_loss: 0.0311556 | Time: 1247.89 ms [2022-02-05 17:51:23 main:574] : INFO : Epoch 1810 | loss: 0.0310788 | val_loss: 0.0311488 | Time: 1688.78 ms [2022-02-05 17:51:25 main:574] : INFO : Epoch 1811 | loss: 0.0310744 | val_loss: 0.0311562 | Time: 1707.42 ms [2022-02-05 17:51:26 main:574] : INFO : Epoch 1812 | loss: 0.0310738 | val_loss: 0.0311487 | Time: 1315.16 ms [2022-02-05 17:51:28 main:574] : INFO : Epoch 1813 | loss: 0.0310764 | val_loss: 0.0311453 | Time: 1666.04 ms [2022-02-05 17:51:30 main:574] : INFO : Epoch 1814 | loss: 0.0310751 | val_loss: 0.0311487 | Time: 1704.95 ms [2022-02-05 17:51:31 main:574] : INFO : Epoch 1815 | loss: 0.0310765 | val_loss: 0.0311469 | Time: 1409.11 ms [2022-02-05 17:51:33 main:574] : INFO : Epoch 1816 | loss: 0.0310736 | val_loss: 0.0311548 | Time: 1573.6 ms [2022-02-05 17:51:34 main:574] : INFO : Epoch 1817 | loss: 0.0310719 | val_loss: 0.0311514 | Time: 1698.75 ms [2022-02-05 17:51:36 main:574] : INFO : Epoch 1818 | loss: 0.0310729 | val_loss: 0.0311518 | Time: 1508.37 ms [2022-02-05 17:51:37 main:574] : INFO : Epoch 1819 | loss: 0.0310752 | val_loss: 0.0311568 | Time: 1452.79 ms [2022-02-05 17:51:39 main:574] : INFO : Epoch 1820 | loss: 0.0310745 | val_loss: 0.0311564 | Time: 1705.77 ms [2022-02-05 17:51:41 main:574] : INFO : Epoch 1821 | loss: 0.0310711 | val_loss: 0.0311515 | Time: 1619.93 ms [2022-02-05 17:51:42 main:574] : INFO : Epoch 1822 | loss: 0.0310851 | val_loss: 0.0311465 | Time: 1355.22 ms [2022-02-05 17:51:44 main:574] : INFO : Epoch 1823 | loss: 0.0311131 | val_loss: 0.0311459 | Time: 1705.63 ms [2022-02-05 17:51:45 main:574] : INFO : Epoch 1824 | loss: 0.0311046 | val_loss: 0.0311503 | Time: 1712.64 ms [2022-02-05 17:51:47 main:574] : INFO : Epoch 1825 | loss: 0.0311028 | val_loss: 0.031145 | Time: 1268.51 ms [2022-02-05 17:51:48 main:574] : INFO : Epoch 1826 | loss: 0.031098 | val_loss: 0.0311454 | Time: 1728.62 ms [2022-02-05 17:51:50 main:574] : INFO : Epoch 1827 | loss: 0.0310937 | val_loss: 0.0311498 | Time: 1717.62 ms [2022-02-05 17:51:51 main:574] : INFO : Epoch 1828 | loss: 0.0310899 | val_loss: 0.0311494 | Time: 1282.89 ms [2022-02-05 17:51:53 main:574] : INFO : Epoch 1829 | loss: 0.0310881 | val_loss: 0.0311548 | Time: 1713.08 ms [2022-02-05 17:51:55 main:574] : INFO : Epoch 1830 | loss: 0.0310932 | val_loss: 0.0311489 | Time: 1705.81 ms [2022-02-05 17:51:56 main:574] : INFO : Epoch 1831 | loss: 0.0310897 | val_loss: 0.0311534 | Time: 1376.51 ms [2022-02-05 17:51:58 main:574] : INFO : Epoch 1832 | loss: 0.0310901 | val_loss: 0.0311473 | Time: 1593.02 ms [2022-02-05 17:52:00 main:574] : INFO : Epoch 1833 | loss: 0.0310897 | val_loss: 0.0311503 | Time: 1725.86 ms [2022-02-05 17:52:01 main:574] : INFO : Epoch 1834 | loss: 0.0310876 | val_loss: 0.031153 | Time: 1506.4 ms [2022-02-05 17:52:03 main:574] : INFO : Epoch 1835 | loss: 0.0310849 | val_loss: 0.0311463 | Time: 1517.96 ms [2022-02-05 17:52:04 main:574] : INFO : Epoch 1836 | loss: 0.0310829 | val_loss: 0.0311413 | Time: 1709.78 ms [2022-02-05 17:52:06 main:574] : INFO : Epoch 1837 | loss: 0.0310852 | val_loss: 0.0311497 | Time: 1566.14 ms [2022-02-05 17:52:07 main:574] : INFO : Epoch 1838 | loss: 0.0310813 | val_loss: 0.0311523 | Time: 1420.7 ms [2022-02-05 17:52:09 main:574] : INFO : Epoch 1839 | loss: 0.0310778 | val_loss: 0.0311532 | Time: 1711.41 ms [2022-02-05 17:52:11 main:574] : INFO : Epoch 1840 | loss: 0.0310743 | val_loss: 0.0311509 | Time: 1650.36 ms [2022-02-05 17:52:12 main:574] : INFO : Epoch 1841 | loss: 0.0310754 | val_loss: 0.031145 | Time: 1326.87 ms [2022-02-05 17:52:14 main:574] : INFO : Epoch 1842 | loss: 0.0310779 | val_loss: 0.031147 | Time: 1733.96 ms [2022-02-05 17:52:15 main:574] : INFO : Epoch 1843 | loss: 0.0310851 | val_loss: 0.0311468 | Time: 1718.48 ms [2022-02-05 17:52:17 main:574] : INFO : Epoch 1844 | loss: 0.0310817 | val_loss: 0.0311537 | Time: 1261.5 ms [2022-02-05 17:52:18 main:574] : INFO : Epoch 1845 | loss: 0.0310816 | val_loss: 0.0311539 | Time: 1737.24 ms [2022-02-05 17:52:20 main:574] : INFO : Epoch 1846 | loss: 0.0310859 | val_loss: 0.031149 | Time: 1713.03 ms [2022-02-05 17:52:21 main:574] : INFO : Epoch 1847 | loss: 0.0310897 | val_loss: 0.031141 | Time: 1294.34 ms [2022-02-05 17:52:23 main:574] : INFO : Epoch 1848 | loss: 0.031088 | val_loss: 0.0311546 | Time: 1668.49 ms [2022-02-05 17:52:25 main:574] : INFO : Epoch 1849 | loss: 0.0310861 | val_loss: 0.0311483 | Time: 1709.25 ms [2022-02-05 17:52:26 main:574] : INFO : Epoch 1850 | loss: 0.031085 | val_loss: 0.0311431 | Time: 1413.6 ms [2022-02-05 17:52:28 main:574] : INFO : Epoch 1851 | loss: 0.0310828 | val_loss: 0.0311553 | Time: 1562.55 ms [2022-02-05 17:52:29 main:574] : INFO : Epoch 1852 | loss: 0.0310827 | val_loss: 0.0311497 | Time: 1697.11 ms [2022-02-05 17:52:31 main:574] : INFO : Epoch 1853 | loss: 0.0310841 | val_loss: 0.03114 | Time: 1532.19 ms [2022-02-05 17:52:32 main:574] : INFO : Epoch 1854 | loss: 0.0310822 | val_loss: 0.0311505 | Time: 1485.93 ms [2022-02-05 17:52:34 main:574] : INFO : Epoch 1855 | loss: 0.0310783 | val_loss: 0.0311581 | Time: 1702.86 ms [2022-02-05 17:52:36 main:574] : INFO : Epoch 1856 | loss: 0.0310757 | val_loss: 0.0311495 | Time: 1606.57 ms [2022-02-05 17:52:37 main:574] : INFO : Epoch 1857 | loss: 0.0310764 | val_loss: 0.0311495 | Time: 1356.22 ms [2022-02-05 17:52:39 main:574] : INFO : Epoch 1858 | loss: 0.0310786 | val_loss: 0.0311519 | Time: 1703.71 ms [2022-02-05 17:52:41 main:574] : INFO : Epoch 1859 | loss: 0.0310731 | val_loss: 0.0311484 | Time: 1733.01 ms [2022-02-05 17:52:42 main:574] : INFO : Epoch 1860 | loss: 0.0310765 | val_loss: 0.0311491 | Time: 1274.28 ms [2022-02-05 17:52:44 main:574] : INFO : Epoch 1861 | loss: 0.0310769 | val_loss: 0.0311507 | Time: 1704.81 ms [2022-02-05 17:52:45 main:574] : INFO : Epoch 1862 | loss: 0.031076 | val_loss: 0.0311517 | Time: 1730.79 ms [2022-02-05 17:52:47 main:574] : INFO : Epoch 1863 | loss: 0.0310745 | val_loss: 0.0311449 | Time: 1266.14 ms [2022-02-05 17:52:48 main:574] : INFO : Epoch 1864 | loss: 0.0310758 | val_loss: 0.031148 | Time: 1720.26 ms [2022-02-05 17:52:50 main:574] : INFO : Epoch 1865 | loss: 0.0310729 | val_loss: 0.0311482 | Time: 1704.48 ms [2022-02-05 17:52:51 main:574] : INFO : Epoch 1866 | loss: 0.0310729 | val_loss: 0.0311571 | Time: 1368.96 ms [2022-02-05 17:52:53 main:574] : INFO : Epoch 1867 | loss: 0.0310723 | val_loss: 0.0311642 | Time: 1607.51 ms [2022-02-05 17:52:55 main:574] : INFO : Epoch 1868 | loss: 0.0310696 | val_loss: 0.0311646 | Time: 1710.34 ms [2022-02-05 17:52:56 main:574] : INFO : Epoch 1869 | loss: 0.0310723 | val_loss: 0.031161 | Time: 1470.45 ms [2022-02-05 17:52:58 main:574] : INFO : Epoch 1870 | loss: 0.0310705 | val_loss: 0.0311554 | Time: 1504.68 ms [2022-02-05 17:52:59 main:574] : INFO : Epoch 1871 | loss: 0.0310727 | val_loss: 0.0311494 | Time: 1709.72 ms [2022-02-05 17:53:01 main:574] : INFO : Epoch 1872 | loss: 0.0310743 | val_loss: 0.0311455 | Time: 1575.29 ms [2022-02-05 17:53:02 main:574] : INFO : Epoch 1873 | loss: 0.0310988 | val_loss: 0.0311382 | Time: 1405.5 ms [2022-02-05 17:53:04 main:574] : INFO : Epoch 1874 | loss: 0.0310992 | val_loss: 0.0311425 | Time: 1701.19 ms [2022-02-05 17:53:06 main:574] : INFO : Epoch 1875 | loss: 0.0310943 | val_loss: 0.0311432 | Time: 1668.5 ms [2022-02-05 17:53:07 main:574] : INFO : Epoch 1876 | loss: 0.0310935 | val_loss: 0.0311381 | Time: 1285.29 ms [2022-02-05 17:53:09 main:574] : INFO : Epoch 1877 | loss: 0.0310862 | val_loss: 0.0311475 | Time: 1716.2 ms [2022-02-05 17:53:10 main:574] : INFO : Epoch 1878 | loss: 0.0311004 | val_loss: 0.0311394 | Time: 1716.19 ms [2022-02-05 17:53:12 main:574] : INFO : Epoch 1879 | loss: 0.0311106 | val_loss: 0.0311528 | Time: 1248.2 ms [2022-02-05 17:53:13 main:574] : INFO : Epoch 1880 | loss: 0.0311019 | val_loss: 0.0311399 | Time: 1722.64 ms [2022-02-05 17:53:15 main:574] : INFO : Epoch 1881 | loss: 0.0311001 | val_loss: 0.0311457 | Time: 1719.81 ms [2022-02-05 17:53:17 main:574] : INFO : Epoch 1882 | loss: 0.0310944 | val_loss: 0.0311423 | Time: 1344.42 ms [2022-02-05 17:53:18 main:574] : INFO : Epoch 1883 | loss: 0.031089 | val_loss: 0.0311413 | Time: 1657.03 ms [2022-02-05 17:53:20 main:574] : INFO : Epoch 1884 | loss: 0.0310872 | val_loss: 0.0311558 | Time: 1701.53 ms [2022-02-05 17:53:21 main:574] : INFO : Epoch 1885 | loss: 0.0310862 | val_loss: 0.0311499 | Time: 1440.3 ms [2022-02-05 17:53:23 main:574] : INFO : Epoch 1886 | loss: 0.0310889 | val_loss: 0.0311488 | Time: 1520.92 ms [2022-02-05 17:53:25 main:574] : INFO : Epoch 1887 | loss: 0.0310889 | val_loss: 0.0311453 | Time: 1692.89 ms [2022-02-05 17:53:26 main:574] : INFO : Epoch 1888 | loss: 0.0310859 | val_loss: 0.0311441 | Time: 1556.01 ms [2022-02-05 17:53:28 main:574] : INFO : Epoch 1889 | loss: 0.0310873 | val_loss: 0.0311428 | Time: 1422.19 ms [2022-02-05 17:53:29 main:574] : INFO : Epoch 1890 | loss: 0.0310859 | val_loss: 0.0311484 | Time: 1716.37 ms [2022-02-05 17:53:31 main:574] : INFO : Epoch 1891 | loss: 0.031081 | val_loss: 0.0311427 | Time: 1663.75 ms [2022-02-05 17:53:32 main:574] : INFO : Epoch 1892 | loss: 0.0310814 | val_loss: 0.0311438 | Time: 1295.63 ms [2022-02-05 17:53:34 main:574] : INFO : Epoch 1893 | loss: 0.0310828 | val_loss: 0.0311454 | Time: 1719.68 ms [2022-02-05 17:53:36 main:574] : INFO : Epoch 1894 | loss: 0.0310848 | val_loss: 0.031137 | Time: 1698.36 ms [2022-02-05 17:53:37 main:574] : INFO : Epoch 1895 | loss: 0.0310838 | val_loss: 0.031137 | Time: 1289.02 ms [2022-02-05 17:53:39 main:574] : INFO : Epoch 1896 | loss: 0.0310837 | val_loss: 0.0311422 | Time: 1708.21 ms [2022-02-05 17:53:40 main:574] : INFO : Epoch 1897 | loss: 0.0310809 | val_loss: 0.03114 | Time: 1719.55 ms [2022-02-05 17:53:42 main:574] : INFO : Epoch 1898 | loss: 0.0310781 | val_loss: 0.031138 | Time: 1294.88 ms [2022-02-05 17:53:43 main:574] : INFO : Epoch 1899 | loss: 0.0310784 | val_loss: 0.0311443 | Time: 1652.46 ms [2022-02-05 17:53:45 main:574] : INFO : Epoch 1900 | loss: 0.0310798 | val_loss: 0.0311379 | Time: 1708.39 ms [2022-02-05 17:53:46 main:574] : INFO : Epoch 1901 | loss: 0.0310827 | val_loss: 0.0311411 | Time: 1435.99 ms [2022-02-05 17:53:48 main:574] : INFO : Epoch 1902 | loss: 0.0310813 | val_loss: 0.0311444 | Time: 1607.95 ms [2022-02-05 17:53:50 main:574] : INFO : Epoch 1903 | loss: 0.0310814 | val_loss: 0.0311501 | Time: 1729.82 ms [2022-02-05 17:53:51 main:574] : INFO : Epoch 1904 | loss: 0.0310817 | val_loss: 0.0311523 | Time: 1517.37 ms [2022-02-05 17:53:53 main:574] : INFO : Epoch 1905 | loss: 0.0310816 | val_loss: 0.0311388 | Time: 1501.83 ms [2022-02-05 17:53:55 main:574] : INFO : Epoch 1906 | loss: 0.0310794 | val_loss: 0.0311431 | Time: 1704.82 ms [2022-02-05 17:53:56 main:574] : INFO : Epoch 1907 | loss: 0.0310796 | val_loss: 0.0311453 | Time: 1578.36 ms [2022-02-05 17:53:57 main:574] : INFO : Epoch 1908 | loss: 0.0310822 | val_loss: 0.031148 | Time: 1379.59 ms [2022-02-05 17:53:59 main:574] : INFO : Epoch 1909 | loss: 0.0310855 | val_loss: 0.0311382 | Time: 1724.55 ms [2022-02-05 17:54:01 main:574] : INFO : Epoch 1910 | loss: 0.0310976 | val_loss: 0.0311351 | Time: 1689.63 ms [2022-02-05 17:54:02 main:574] : INFO : Epoch 1911 | loss: 0.0310891 | val_loss: 0.031141 | Time: 1308.23 ms [2022-02-05 17:54:04 main:574] : INFO : Epoch 1912 | loss: 0.0310858 | val_loss: 0.0311463 | Time: 1718.62 ms [2022-02-05 17:54:06 main:574] : INFO : Epoch 1913 | loss: 0.0310888 | val_loss: 0.0311342 | Time: 1704.95 ms [2022-02-05 17:54:07 main:574] : INFO : Epoch 1914 | loss: 0.0310892 | val_loss: 0.0311339 | Time: 1281.05 ms [2022-02-05 17:54:09 main:574] : INFO : Epoch 1915 | loss: 0.031089 | val_loss: 0.0311442 | Time: 1744.17 ms [2022-02-05 17:54:10 main:574] : INFO : Epoch 1916 | loss: 0.0310922 | val_loss: 0.0311477 | Time: 1727.59 ms [2022-02-05 17:54:12 main:574] : INFO : Epoch 1917 | loss: 0.0310859 | val_loss: 0.0311467 | Time: 1323.24 ms [2022-02-05 17:54:13 main:574] : INFO : Epoch 1918 | loss: 0.0310816 | val_loss: 0.0311495 | Time: 1668.67 ms [2022-02-05 17:54:15 main:574] : INFO : Epoch 1919 | loss: 0.0310832 | val_loss: 0.0311401 | Time: 1714.26 ms [2022-02-05 17:54:16 main:574] : INFO : Epoch 1920 | loss: 0.0311462 | val_loss: 0.0332017 | Time: 1394.53 ms [2022-02-05 17:54:18 main:574] : INFO : Epoch 1921 | loss: 0.0399383 | val_loss: 0.055259 | Time: 1559.55 ms [2022-02-05 17:54:20 main:574] : INFO : Epoch 1922 | loss: 0.0348856 | val_loss: 0.0318652 | Time: 1697.53 ms [2022-02-05 17:54:21 main:574] : INFO : Epoch 1923 | loss: 0.0314892 | val_loss: 0.0313251 | Time: 1536 ms [2022-02-05 17:54:23 main:574] : INFO : Epoch 1924 | loss: 0.0312979 | val_loss: 0.0312706 | Time: 1430.18 ms [2022-02-05 17:54:24 main:574] : INFO : Epoch 1925 | loss: 0.031251 | val_loss: 0.0312444 | Time: 1735.68 ms [2022-02-05 17:54:26 main:574] : INFO : Epoch 1926 | loss: 0.0312347 | val_loss: 0.0312337 | Time: 1620.88 ms [2022-02-05 17:54:27 main:574] : INFO : Epoch 1927 | loss: 0.0312264 | val_loss: 0.0312262 | Time: 1340.92 ms [2022-02-05 17:54:29 main:574] : INFO : Epoch 1928 | loss: 0.0312203 | val_loss: 0.0312187 | Time: 1724.1 ms [2022-02-05 17:54:31 main:574] : INFO : Epoch 1929 | loss: 0.0312124 | val_loss: 0.0312128 | Time: 1708.19 ms [2022-02-05 17:54:32 main:574] : INFO : Epoch 1930 | loss: 0.0312078 | val_loss: 0.0312091 | Time: 1260.57 ms [2022-02-05 17:54:34 main:574] : INFO : Epoch 1931 | loss: 0.0312043 | val_loss: 0.0312046 | Time: 1727.29 ms [2022-02-05 17:54:36 main:574] : INFO : Epoch 1932 | loss: 0.031193 | val_loss: 0.031193 | Time: 1716.44 ms [2022-02-05 17:54:37 main:574] : INFO : Epoch 1933 | loss: 0.0311898 | val_loss: 0.0311912 | Time: 1272.21 ms [2022-02-05 17:54:39 main:574] : INFO : Epoch 1934 | loss: 0.0311881 | val_loss: 0.0311888 | Time: 1693.68 ms [2022-02-05 17:54:40 main:574] : INFO : Epoch 1935 | loss: 0.0311838 | val_loss: 0.0311854 | Time: 1707.19 ms [2022-02-05 17:54:42 main:574] : INFO : Epoch 1936 | loss: 0.0311826 | val_loss: 0.0311827 | Time: 1403.26 ms [2022-02-05 17:54:43 main:574] : INFO : Epoch 1937 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 1584.13 ms [2022-02-05 17:54:45 main:574] : INFO : Epoch 1938 | loss: 0.0311766 | val_loss: 0.0311756 | Time: 1716.33 ms [2022-02-05 17:54:46 main:574] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1506.76 ms [2022-02-05 17:54:48 main:574] : INFO : Epoch 1940 | loss: 0.031171 | val_loss: 0.0311716 | Time: 1488.25 ms [2022-02-05 17:54:50 main:574] : INFO : Epoch 1941 | loss: 0.0311658 | val_loss: 0.0311723 | Time: 1709.97 ms [2022-02-05 17:54:51 main:574] : INFO : Epoch 1942 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 1603.06 ms [2022-02-05 17:54:53 main:574] : INFO : Epoch 1943 | loss: 0.0311595 | val_loss: 0.0311646 | Time: 1375.28 ms [2022-02-05 17:54:54 main:574] : INFO : Epoch 1944 | loss: 0.0311591 | val_loss: 0.0311652 | Time: 1703.54 ms [2022-02-05 17:54:56 main:574] : INFO : Epoch 1945 | loss: 0.0311562 | val_loss: 0.0311608 | Time: 1692.29 ms [2022-02-05 17:54:57 main:574] : INFO : Epoch 1946 | loss: 0.0311489 | val_loss: 0.0311588 | Time: 1287.31 ms [2022-02-05 17:54:59 main:574] : INFO : Epoch 1947 | loss: 0.0311441 | val_loss: 0.031156 | Time: 1710.18 ms [2022-02-05 17:55:01 main:574] : INFO : Epoch 1948 | loss: 0.0311352 | val_loss: 0.0311482 | Time: 1731.54 ms [2022-02-05 17:55:02 main:574] : INFO : Epoch 1949 | loss: 0.0311288 | val_loss: 0.0311472 | Time: 1257.28 ms [2022-02-05 17:55:04 main:574] : INFO : Epoch 1950 | loss: 0.0311275 | val_loss: 0.0311461 | Time: 1702.07 ms [2022-02-05 17:55:05 main:574] : INFO : Epoch 1951 | loss: 0.0311256 | val_loss: 0.0311494 | Time: 1714.07 ms [2022-02-05 17:55:07 main:574] : INFO : Epoch 1952 | loss: 0.0311233 | val_loss: 0.0311447 | Time: 1351.07 ms [2022-02-05 17:55:08 main:574] : INFO : Epoch 1953 | loss: 0.0311189 | val_loss: 0.0311497 | Time: 1637.73 ms [2022-02-05 17:55:10 main:574] : INFO : Epoch 1954 | loss: 0.0311184 | val_loss: 0.0311462 | Time: 1702.97 ms [2022-02-05 17:55:12 main:574] : INFO : Epoch 1955 | loss: 0.0311145 | val_loss: 0.0311523 | Time: 1468.18 ms [2022-02-05 17:55:13 main:574] : INFO : Epoch 1956 | loss: 0.0311128 | val_loss: 0.0311475 | Time: 1520.85 ms [2022-02-05 17:55:15 main:574] : INFO : Epoch 1957 | loss: 0.0311081 | val_loss: 0.0311415 | Time: 1709.95 ms [2022-02-05 17:55:16 main:574] : INFO : Epoch 1958 | loss: 0.0311092 | val_loss: 0.031153 | Time: 1557.33 ms [2022-02-05 17:55:18 main:574] : INFO : Epoch 1959 | loss: 0.0311059 | val_loss: 0.0311508 | Time: 1418.53 ms [2022-02-05 17:55:20 main:574] : INFO : Epoch 1960 | loss: 0.0311058 | val_loss: 0.0311512 | Time: 1697.74 ms [2022-02-05 17:55:21 main:574] : INFO : Epoch 1961 | loss: 0.0311047 | val_loss: 0.031146 | Time: 1668 ms [2022-02-05 17:55:22 main:574] : INFO : Epoch 1962 | loss: 0.0311033 | val_loss: 0.0311468 | Time: 1294.16 ms [2022-02-05 17:55:24 main:574] : INFO : Epoch 1963 | loss: 0.0311038 | val_loss: 0.0311446 | Time: 1704.03 ms [2022-02-05 17:55:26 main:574] : INFO : Epoch 1964 | loss: 0.0311025 | val_loss: 0.0311478 | Time: 1714.42 ms [2022-02-05 17:55:28 main:574] : INFO : Epoch 1965 | loss: 0.0311007 | val_loss: 0.0311495 | Time: 1612.63 ms [2022-02-05 17:55:29 main:574] : INFO : Epoch 1966 | loss: 0.0310986 | val_loss: 0.0311455 | Time: 1695.95 ms [2022-02-05 17:55:31 main:574] : INFO : Epoch 1967 | loss: 0.0311068 | val_loss: 0.0311397 | Time: 1696.81 ms [2022-02-05 17:55:32 main:574] : INFO : Epoch 1968 | loss: 0.0311044 | val_loss: 0.0311551 | Time: 1299.56 ms [2022-02-05 17:55:34 main:574] : INFO : Epoch 1969 | loss: 0.0311026 | val_loss: 0.0311444 | Time: 1720.05 ms [2022-02-05 17:55:36 main:574] : INFO : Epoch 1970 | loss: 0.0311027 | val_loss: 0.0311363 | Time: 1699.57 ms [2022-02-05 17:55:37 main:574] : INFO : Epoch 1971 | loss: 0.0311082 | val_loss: 0.0311477 | Time: 1313.69 ms [2022-02-05 17:55:39 main:574] : INFO : Epoch 1972 | loss: 0.0311047 | val_loss: 0.0311404 | Time: 1662.65 ms [2022-02-05 17:55:40 main:574] : INFO : Epoch 1973 | loss: 0.0311022 | val_loss: 0.0311463 | Time: 1724.67 ms [2022-02-05 17:55:42 main:574] : INFO : Epoch 1974 | loss: 0.0311032 | val_loss: 0.031145 | Time: 1403.26 ms [2022-02-05 17:55:43 main:574] : INFO : Epoch 1975 | loss: 0.0311018 | val_loss: 0.031141 | Time: 1559.16 ms [2022-02-05 17:55:45 main:574] : INFO : Epoch 1976 | loss: 0.0311034 | val_loss: 0.0311456 | Time: 1730.04 ms [2022-02-05 17:55:47 main:574] : INFO : Epoch 1977 | loss: 0.031101 | val_loss: 0.0311446 | Time: 1513 ms [2022-02-05 17:55:48 main:574] : INFO : Epoch 1978 | loss: 0.0310988 | val_loss: 0.0311403 | Time: 1458.25 ms [2022-02-05 17:55:50 main:574] : INFO : Epoch 1979 | loss: 0.0310959 | val_loss: 0.0311406 | Time: 1692.16 ms [2022-02-05 17:55:51 main:574] : INFO : Epoch 1980 | loss: 0.0310937 | val_loss: 0.0311413 | Time: 1644.82 ms [2022-02-05 17:55:53 main:574] : INFO : Epoch 1981 | loss: 0.031096 | val_loss: 0.0311332 | Time: 1370.52 ms [2022-02-05 17:55:54 main:574] : INFO : Epoch 1982 | loss: 0.0310961 | val_loss: 0.0311343 | Time: 1709.39 ms [2022-02-05 17:55:56 main:574] : INFO : Epoch 1983 | loss: 0.0310937 | val_loss: 0.0311361 | Time: 1719.39 ms [2022-02-05 17:55:57 main:574] : INFO : Epoch 1984 | loss: 0.0310952 | val_loss: 0.0311369 | Time: 1267.22 ms [2022-02-05 17:55:59 main:574] : INFO : Epoch 1985 | loss: 0.0310928 | val_loss: 0.0311446 | Time: 1689.8 ms [2022-02-05 17:56:01 main:574] : INFO : Epoch 1986 | loss: 0.0310962 | val_loss: 0.0311406 | Time: 1707.02 ms [2022-02-05 17:56:02 main:574] : INFO : Epoch 1987 | loss: 0.0310952 | val_loss: 0.0311411 | Time: 1273.87 ms [2022-02-05 17:56:04 main:574] : INFO : Epoch 1988 | loss: 0.0310924 | val_loss: 0.0311406 | Time: 1693.13 ms [2022-02-05 17:56:05 main:574] : INFO : Epoch 1989 | loss: 0.0310939 | val_loss: 0.0311407 | Time: 1694.82 ms [2022-02-05 17:56:07 main:574] : INFO : Epoch 1990 | loss: 0.0311016 | val_loss: 0.0311555 | Time: 1385.71 ms [2022-02-05 17:56:08 main:574] : INFO : Epoch 1991 | loss: 0.0311014 | val_loss: 0.0311563 | Time: 1571.26 ms [2022-02-05 17:56:10 main:574] : INFO : Epoch 1992 | loss: 0.0310962 | val_loss: 0.0311404 | Time: 1712.84 ms [2022-02-05 17:56:12 main:574] : INFO : Epoch 1993 | loss: 0.0310966 | val_loss: 0.0311433 | Time: 1511.27 ms [2022-02-05 17:56:13 main:574] : INFO : Epoch 1994 | loss: 0.0310952 | val_loss: 0.0311344 | Time: 1457.7 ms [2022-02-05 17:56:15 main:574] : INFO : Epoch 1995 | loss: 0.0310918 | val_loss: 0.0311394 | Time: 1727.05 ms [2022-02-05 17:56:16 main:574] : INFO : Epoch 1996 | loss: 0.0310921 | val_loss: 0.0311392 | Time: 1613.39 ms [2022-02-05 17:56:18 main:574] : INFO : Epoch 1997 | loss: 0.0310923 | val_loss: 0.0311428 | Time: 1393.38 ms [2022-02-05 17:56:20 main:574] : INFO : Epoch 1998 | loss: 0.0310919 | val_loss: 0.0311355 | Time: 1713.8 ms [2022-02-05 17:56:21 main:574] : INFO : Epoch 1999 | loss: 0.0310952 | val_loss: 0.0311347 | Time: 1689.02 ms [2022-02-05 17:56:23 main:574] : INFO : Epoch 2000 | loss: 0.0310942 | val_loss: 0.0311458 | Time: 1289.05 ms [2022-02-05 17:56:24 main:574] : INFO : Epoch 2001 | loss: 0.0310933 | val_loss: 0.0311298 | Time: 1711.34 ms [2022-02-05 17:56:26 main:574] : INFO : Epoch 2002 | loss: 0.0310921 | val_loss: 0.0311414 | Time: 1707.08 ms [2022-02-05 17:56:27 main:574] : INFO : Epoch 2003 | loss: 0.0310921 | val_loss: 0.0311409 | Time: 1458.12 ms [2022-02-05 17:56:29 main:574] : INFO : Epoch 2004 | loss: 0.0311056 | val_loss: 0.0311391 | Time: 1714.27 ms [2022-02-05 17:56:31 main:574] : INFO : Epoch 2005 | loss: 0.0311062 | val_loss: 0.0311442 | Time: 1709.19 ms [2022-02-05 17:56:32 main:574] : INFO : Epoch 2006 | loss: 0.0311031 | val_loss: 0.0311387 | Time: 1312.96 ms [2022-02-05 17:56:34 main:574] : INFO : Epoch 2007 | loss: 0.0310986 | val_loss: 0.0311384 | Time: 1705.09 ms [2022-02-05 17:56:36 main:574] : INFO : Epoch 2008 | loss: 0.0310969 | val_loss: 0.0311396 | Time: 1708.68 ms [2022-02-05 17:56:37 main:574] : INFO : Epoch 2009 | loss: 0.0310956 | val_loss: 0.0311402 | Time: 1373.9 ms [2022-02-05 17:56:39 main:574] : INFO : Epoch 2010 | loss: 0.0310933 | val_loss: 0.031141 | Time: 1577.34 ms [2022-02-05 17:56:40 main:574] : INFO : Epoch 2011 | loss: 0.0310949 | val_loss: 0.0311418 | Time: 1734.97 ms [2022-02-05 17:56:42 main:574] : INFO : Epoch 2012 | loss: 0.0310909 | val_loss: 0.0311423 | Time: 1502.17 ms [2022-02-05 17:56:43 main:574] : INFO : Epoch 2013 | loss: 0.031092 | val_loss: 0.0311412 | Time: 1477.05 ms [2022-02-05 17:56:45 main:574] : INFO : Epoch 2014 | loss: 0.0310915 | val_loss: 0.0311419 | Time: 1699.19 ms [2022-02-05 17:56:47 main:574] : INFO : Epoch 2015 | loss: 0.0310906 | val_loss: 0.0311469 | Time: 1589.11 ms [2022-02-05 17:56:48 main:574] : INFO : Epoch 2016 | loss: 0.0310893 | val_loss: 0.0311522 | Time: 1343.08 ms [2022-02-05 17:56:50 main:574] : INFO : Epoch 2017 | loss: 0.031098 | val_loss: 0.0311364 | Time: 1699.99 ms [2022-02-05 17:56:51 main:574] : INFO : Epoch 2018 | loss: 0.0310939 | val_loss: 0.0311473 | Time: 1719.77 ms [2022-02-05 17:56:53 main:574] : INFO : Epoch 2019 | loss: 0.0310899 | val_loss: 0.0311389 | Time: 1269.55 ms [2022-02-05 17:56:54 main:574] : INFO : Epoch 2020 | loss: 0.0310858 | val_loss: 0.031139 | Time: 1705.45 ms [2022-02-05 17:56:56 main:574] : INFO : Epoch 2021 | loss: 0.0310836 | val_loss: 0.0311478 | Time: 1704.82 ms [2022-02-05 17:56:57 main:574] : INFO : Epoch 2022 | loss: 0.0310856 | val_loss: 0.0311334 | Time: 1277.16 ms [2022-02-05 17:56:59 main:574] : INFO : Epoch 2023 | loss: 0.0310828 | val_loss: 0.0311434 | Time: 1711 ms [2022-02-05 17:57:01 main:574] : INFO : Epoch 2024 | loss: 0.0310834 | val_loss: 0.0311405 | Time: 1722.26 ms [2022-02-05 17:57:02 main:574] : INFO : Epoch 2025 | loss: 0.0310816 | val_loss: 0.0311402 | Time: 1371.85 ms [2022-02-05 17:57:04 main:574] : INFO : Epoch 2026 | loss: 0.0310826 | val_loss: 0.0311515 | Time: 1600.84 ms [2022-02-05 17:57:05 main:574] : INFO : Epoch 2027 | loss: 0.0310804 | val_loss: 0.031138 | Time: 1713.99 ms [2022-02-05 17:57:07 main:574] : INFO : Epoch 2028 | loss: 0.0310799 | val_loss: 0.0311417 | Time: 1471.74 ms [2022-02-05 17:57:08 main:574] : INFO : Epoch 2029 | loss: 0.03108 | val_loss: 0.0311511 | Time: 1489.1 ms [2022-02-05 17:57:10 main:574] : INFO : Epoch 2030 | loss: 0.0310787 | val_loss: 0.0311559 | Time: 1702.96 ms [2022-02-05 17:57:12 main:574] : INFO : Epoch 2031 | loss: 0.031083 | val_loss: 0.0311639 | Time: 1585.59 ms [2022-02-05 17:57:13 main:574] : INFO : Epoch 2032 | loss: 0.0310872 | val_loss: 0.0311386 | Time: 1386.16 ms [2022-02-05 17:57:15 main:574] : INFO : Epoch 2033 | loss: 0.0310835 | val_loss: 0.0311479 | Time: 1751.87 ms [2022-02-05 17:57:17 main:574] : INFO : Epoch 2034 | loss: 0.0310836 | val_loss: 0.0311448 | Time: 1683.54 ms [2022-02-05 17:57:18 main:574] : INFO : Epoch 2035 | loss: 0.0310848 | val_loss: 0.0311395 | Time: 1304.21 ms [2022-02-05 17:57:20 main:574] : INFO : Epoch 2036 | loss: 0.0310817 | val_loss: 0.031134 | Time: 1714.54 ms [2022-02-05 17:57:21 main:574] : INFO : Epoch 2037 | loss: 0.0310836 | val_loss: 0.0311484 | Time: 1696.24 ms [2022-02-05 17:57:22 main:574] : INFO : Epoch 2038 | loss: 0.0310814 | val_loss: 0.0311491 | Time: 1257.02 ms [2022-02-05 17:57:24 main:574] : INFO : Epoch 2039 | loss: 0.0310802 | val_loss: 0.031155 | Time: 1733.36 ms [2022-02-05 17:57:26 main:574] : INFO : Epoch 2040 | loss: 0.0310826 | val_loss: 0.0311341 | Time: 1716.62 ms [2022-02-05 17:57:27 main:574] : INFO : Epoch 2041 | loss: 0.0310811 | val_loss: 0.0311432 | Time: 1360.55 ms [2022-02-05 17:57:29 main:574] : INFO : Epoch 2042 | loss: 0.0310803 | val_loss: 0.0311439 | Time: 1709.98 ms [2022-02-05 17:57:31 main:574] : INFO : Epoch 2043 | loss: 0.0310784 | val_loss: 0.0311451 | Time: 1721.1 ms [2022-02-05 17:57:32 main:574] : INFO : Epoch 2044 | loss: 0.031077 | val_loss: 0.0311408 | Time: 1385.87 ms [2022-02-05 17:57:34 main:574] : INFO : Epoch 2045 | loss: 0.0310759 | val_loss: 0.0311509 | Time: 1595.46 ms [2022-02-05 17:57:35 main:574] : INFO : Epoch 2046 | loss: 0.0310744 | val_loss: 0.0311495 | Time: 1726.27 ms [2022-02-05 17:57:37 main:574] : INFO : Epoch 2047 | loss: 0.0310757 | val_loss: 0.0311416 | Time: 1482.55 ms [2022-02-05 17:57:38 main:574] : INFO : Epoch 2048 | loss: 0.0310788 | val_loss: 0.031149 | Time: 1503.01 ms [2022-02-05 17:57:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031149 [2022-02-05 17:57:38 main:603] : INFO : Saving end state to config to file [2022-02-05 17:57:38 main:608] : INFO : Success, exiting.. 17:57:38 (2064): 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)