Task 11551019
| Name | ParityModified-1639956058-32602-3-0_0 |
| Workunit | 8774579 |
| Created | 14 Feb 2022, 9:27:01 UTC |
| Sent | 27 Feb 2022, 12:14:38 UTC |
| Report deadline | 7 Mar 2022, 12:14:38 UTC |
| Received | 1 Mar 2022, 10:44:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 59 min 9 sec |
| CPU time | 54 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 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: 0.0311195 | val_loss: 0.0311411 | Time: 1655.29 ms
[2022-03-01 10:29:16 main:574] : INFO : Epoch 1543 | loss: 0.0311165 | val_loss: 0.0311366 | Time: 1651.16 ms
[2022-03-01 10:29:18 main:574] : INFO : Epoch 1544 | loss: 0.0311196 | val_loss: 0.0311362 | Time: 1629.42 ms
[2022-03-01 10:29:19 main:574] : INFO : Epoch 1545 | loss: 0.0311166 | val_loss: 0.0311308 | Time: 1639.67 ms
[2022-03-01 10:29:21 main:574] : INFO : Epoch 1546 | loss: 0.0311156 | val_loss: 0.0311326 | Time: 1647.97 ms
[2022-03-01 10:29:22 main:574] : INFO : Epoch 1547 | loss: 0.0311151 | val_loss: 0.0311331 | Time: 1650.89 ms
[2022-03-01 10:29:24 main:574] : INFO : Epoch 1548 | loss: 0.0311184 | val_loss: 0.0311361 | Time: 1658.52 ms
[2022-03-01 10:29:26 main:574] : INFO : Epoch 1549 | loss: 0.0311243 | val_loss: 0.0311397 | Time: 1638.01 ms
[2022-03-01 10:29:28 main:574] : INFO : Epoch 1550 | loss: 0.0311258 | val_loss: 0.0311334 | Time: 1869.92 ms
[2022-03-01 10:29:29 main:574] : INFO : Epoch 1551 | loss: 0.031124 | val_loss: 0.0311406 | Time: 1631.44 ms
[2022-03-01 10:29:31 main:574] : INFO : Epoch 1552 | loss: 0.0311264 | val_loss: 0.0311387 | Time: 1655.65 ms
[2022-03-01 10:29:33 main:574] : INFO : Epoch 1553 | loss: 0.0311255 | val_loss: 0.0311355 | Time: 1664.4 ms
[2022-03-01 10:29:34 main:574] : INFO : Epoch 1554 | loss: 0.0311272 | val_loss: 0.0311443 | Time: 1686.65 ms
[2022-03-01 10:29:36 main:574] : INFO : Epoch 1555 | loss: 0.0311295 | val_loss: 0.0311426 | Time: 1682.98 ms
[2022-03-01 10:29:38 main:574] : INFO : Epoch 1556 | loss: 0.0311273 | val_loss: 0.0311435 | Time: 1675.61 ms
[2022-03-01 10:29:39 main:574] : INFO : Epoch 1557 | loss: 0.0311286 | val_loss: 0.0311557 | Time: 1678.33 ms
[2022-03-01 10:29:41 main:574] : INFO : Epoch 1558 | loss: 0.0311435 | val_loss: 0.0311661 | Time: 1666.69 ms
[2022-03-01 10:29:43 main:574] : INFO : Epoch 1559 | loss: 0.0311664 | val_loss: 0.0311823 | Time: 1673.7 ms
[2022-03-01 10:29:45 main:574] : INFO : Epoch 1560 | loss: 0.0311824 | val_loss: 0.0311805 | Time: 1733.67 ms
[2022-03-01 10:29:46 main:574] : INFO : Epoch 1561 | loss: 0.0311782 | val_loss: 0.0311702 | Time: 1673.18 ms
[2022-03-01 10:29:48 main:574] : INFO : Epoch 1562 | loss: 0.0311713 | val_loss: 0.0311686 | Time: 1677.65 ms
[2022-03-01 10:29:50 main:574] : INFO : Epoch 1563 | loss: 0.031168 | val_loss: 0.0311735 | Time: 1661.57 ms
[2022-03-01 10:29:51 main:574] : INFO : Epoch 1564 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 1664.19 ms
[2022-03-01 10:29:53 main:574] : INFO : Epoch 1565 | loss: 0.0311795 | val_loss: 0.0311767 | Time: 1681.27 ms
[2022-03-01 10:29:55 main:574] : INFO : Epoch 1566 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 1666.55 ms
[2022-03-01 10:29:57 main:574] : INFO : Epoch 1567 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 1815.17 ms
[2022-03-01 10:29:58 main:574] : INFO : Epoch 1568 | loss: 0.0311782 | val_loss: 0.0311767 | Time: 1710.67 ms
[2022-03-01 10:30:10 main:574] : INFO : Epoch 1569 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 11882.4 ms
[2022-03-01 10:30:12 main:574] : INFO : Epoch 1570 | loss: 0.0311761 | val_loss: 0.0311793 | Time: 1695.1 ms
[2022-03-01 10:30:14 main:574] : INFO : Epoch 1571 | loss: 0.031174 | val_loss: 0.0311757 | Time: 1682.52 ms
[2022-03-01 10:30:15 main:574] : INFO : Epoch 1572 | loss: 0.0311723 | val_loss: 0.0311791 | Time: 1669.57 ms
[2022-03-01 10:30:17 main:574] : INFO : Epoch 1573 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 1704.9 ms
[2022-03-01 10:30:19 main:574] : INFO : Epoch 1574 | loss: 0.0311791 | val_loss: 0.0311803 | Time: 1693.32 ms
[2022-03-01 10:30:20 main:574] : INFO : Epoch 1575 | loss: 0.0311789 | val_loss: 0.0311795 | Time: 1709.44 ms
[2022-03-01 10:30:22 main:574] : INFO : Epoch 1576 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 1678.81 ms
[2022-03-01 10:30:24 main:574] : INFO : Epoch 1577 | loss: 0.0311839 | val_loss: 0.0311841 | Time: 2258.39 ms
[2022-03-01 10:30:26 main:574] : INFO : Epoch 1578 | loss: 0.031181 | val_loss: 0.0311776 | Time: 1950.1 ms
[2022-03-01 10:30:28 main:574] : INFO : Epoch 1579 | loss: 0.031182 | val_loss: 0.0311781 | Time: 1682.7 ms
[2022-03-01 10:30:30 main:574] : INFO : Epoch 1580 | loss: 0.0311816 | val_loss: 0.0311795 | Time: 2140.73 ms
[2022-03-01 10:30:32 main:574] : INFO : Epoch 1581 | loss: 0.0311788 | val_loss: 0.0311775 | Time: 1764.14 ms
[2022-03-01 10:30:34 main:574] : INFO : Epoch 1582 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 1697.86 ms
[2022-03-01 10:30:35 main:574] : INFO : Epoch 1583 | loss: 0.0311764 | val_loss: 0.0311767 | Time: 1685.68 ms
[2022-03-01 10:30:37 main:574] : INFO : Epoch 1584 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 1661.02 ms
[2022-03-01 10:30:39 main:574] : INFO : Epoch 1585 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 1669.76 ms
[2022-03-01 10:30:40 main:574] : INFO : Epoch 1586 | loss: 0.0311758 | val_loss: 0.0311772 | Time: 1655.04 ms
[2022-03-01 10:30:42 main:574] : INFO : Epoch 1587 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 1660.01 ms
[2022-03-01 10:30:44 main:574] : INFO : Epoch 1588 | loss: 0.0311736 | val_loss: 0.0311752 | Time: 1813.9 ms
[2022-03-01 10:30:46 main:574] : INFO : Epoch 1589 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 1665.48 ms
[2022-03-01 10:30:47 main:574] : INFO : Epoch 1590 | loss: 0.0311729 | val_loss: 0.0311748 | Time: 1671.19 ms
[2022-03-01 10:30:49 main:574] : INFO : Epoch 1591 | loss: 0.031174 | val_loss: 0.0311771 | Time: 1660.63 ms
[2022-03-01 10:30:51 main:574] : INFO : Epoch 1592 | loss: 0.0311724 | val_loss: 0.0311754 | Time: 1651.87 ms
[2022-03-01 10:30:52 main:574] : INFO : Epoch 1593 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 1646.04 ms
[2022-03-01 10:30:54 main:574] : INFO : Epoch 1594 | loss: 0.0311722 | val_loss: 0.031178 | Time: 1725.91 ms
[2022-03-01 10:30:56 main:574] : INFO : Epoch 1595 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 1687.03 ms
[2022-03-01 10:30:57 main:574] : INFO : Epoch 1596 | loss: 0.031171 | val_loss: 0.031175 | Time: 1691.13 ms
[2022-03-01 10:30:59 main:574] : INFO : Epoch 1597 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 1735.33 ms
[2022-03-01 10:31:01 main:574] : INFO : Epoch 1598 | loss: 0.0311723 | val_loss: 0.0311758 | Time: 1708.94 ms
[2022-03-01 10:31:03 main:574] : INFO : Epoch 1599 | loss: 0.0311707 | val_loss: 0.031174 | Time: 1697.02 ms
[2022-03-01 10:31:04 main:574] : INFO : Epoch 1600 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 1671.26 ms
[2022-03-01 10:31:06 main:574] : INFO : Epoch 1601 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 1732.92 ms
[2022-03-01 10:31:08 main:574] : INFO : Epoch 1602 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 1844.11 ms
[2022-03-01 10:31:09 main:574] : INFO : Epoch 1603 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 1648.5 ms
[2022-03-01 10:31:11 main:574] : INFO : Epoch 1604 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 1672.72 ms
[2022-03-01 10:31:13 main:574] : INFO : Epoch 1605 | loss: 0.0311711 | val_loss: 0.0311784 | Time: 1675.75 ms
[2022-03-01 10:31:15 main:574] : INFO : Epoch 1606 | loss: 0.0311752 | val_loss: 0.0311754 | Time: 2008.35 ms
[2022-03-01 10:31:17 main:574] : INFO : Epoch 1607 | loss: 0.0311734 | val_loss: 0.031176 | Time: 1702.64 ms
[2022-03-01 10:31:18 main:574] : INFO : Epoch 1608 | loss: 0.0311702 | val_loss: 0.03118 | Time: 1704.94 ms
[2022-03-01 10:31:20 main:574] : INFO : Epoch 1609 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 1701.68 ms
[2022-03-01 10:31:22 main:574] : INFO : Epoch 1610 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 1721.47 ms
[2022-03-01 10:31:24 main:574] : INFO : Epoch 1611 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 1722.4 ms
[2022-03-01 10:31:25 main:574] : INFO : Epoch 1612 | loss: 0.031169 | val_loss: 0.0311766 | Time: 1701.84 ms
[2022-03-01 10:31:27 main:574] : INFO : Epoch 1613 | loss: 0.0311691 | val_loss: 0.0311787 | Time: 1712.86 ms
[2022-03-01 10:31:29 main:574] : INFO : Epoch 1614 | loss: 0.031171 | val_loss: 0.0311753 | Time: 1680.48 ms
[2022-03-01 10:31:30 main:574] : INFO : Epoch 1615 | loss: 0.0311684 | val_loss: 0.0311768 | Time: 1667.88 ms
[2022-03-01 10:31:32 main:574] : INFO : Epoch 1616 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 1698.66 ms
[2022-03-01 10:31:34 main:574] : INFO : Epoch 1617 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 1703.39 ms
[2022-03-01 10:31:35 main:574] : INFO : Epoch 1618 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 1708.48 ms
[2022-03-01 10:31:37 main:574] : INFO : Epoch 1619 | loss: 0.031166 | val_loss: 0.0311758 | Time: 1720.48 ms
[2022-03-01 10:31:39 main:574] : INFO : Epoch 1620 | loss: 0.0311655 | val_loss: 0.0311752 | Time: 1655.52 ms
[2022-03-01 10:31:41 main:574] : INFO : Epoch 1621 | loss: 0.0311654 | val_loss: 0.0311795 | Time: 1659.63 ms
[2022-03-01 10:31:42 main:574] : INFO : Epoch 1622 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1652.97 ms
[2022-03-01 10:31:44 main:574] : INFO : Epoch 1623 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 1656.79 ms
[2022-03-01 10:31:46 main:574] : INFO : Epoch 1624 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 1668.26 ms
[2022-03-01 10:31:47 main:574] : INFO : Epoch 1625 | loss: 0.0311664 | val_loss: 0.0311756 | Time: 1641.89 ms
[2022-03-01 10:31:49 main:574] : INFO : Epoch 1626 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 1652.64 ms
[2022-03-01 10:31:51 main:574] : INFO : Epoch 1627 | loss: 0.0311658 | val_loss: 0.0311781 | Time: 1656.05 ms
[2022-03-01 10:31:52 main:574] : INFO : Epoch 1628 | loss: 0.0311653 | val_loss: 0.0311781 | Time: 1644.49 ms
[2022-03-01 10:31:54 main:574] : INFO : Epoch 1629 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1667.42 ms
[2022-03-01 10:31:56 main:574] : INFO : Epoch 1630 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 1651.92 ms
[2022-03-01 10:31:57 main:574] : INFO : Epoch 1631 | loss: 0.0311635 | val_loss: 0.0311797 | Time: 1661.43 ms
[2022-03-01 10:31:59 main:574] : INFO : Epoch 1632 | loss: 0.0311637 | val_loss: 0.0311766 | Time: 1652.36 ms
[2022-03-01 10:32:01 main:574] : INFO : Epoch 1633 | loss: 0.0311644 | val_loss: 0.0311863 | Time: 1653.99 ms
[2022-03-01 10:32:02 main:574] : INFO : Epoch 1634 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 1660.08 ms
[2022-03-01 10:32:04 main:574] : INFO : Epoch 1635 | loss: 0.031164 | val_loss: 0.0311794 | Time: 1664.35 ms
[2022-03-01 10:32:06 main:574] : INFO : Epoch 1636 | loss: 0.0311623 | val_loss: 0.0311747 | Time: 1662.04 ms
[2022-03-01 10:32:07 main:574] : INFO : Epoch 1637 | loss: 0.0311627 | val_loss: 0.0311753 | Time: 1658.68 ms
[2022-03-01 10:32:09 main:574] : INFO : Epoch 1638 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 1649.21 ms
[2022-03-01 10:32:11 main:574] : INFO : Epoch 1639 | loss: 0.0311633 | val_loss: 0.0311791 | Time: 1653.62 ms
[2022-03-01 10:32:12 main:574] : INFO : Epoch 1640 | loss: 0.0311627 | val_loss: 0.0311765 | Time: 1651.4 ms
[2022-03-01 10:32:14 main:574] : INFO : Epoch 1641 | loss: 0.0311628 | val_loss: 0.0311816 | Time: 1665.9 ms
[2022-03-01 10:32:16 main:574] : INFO : Epoch 1642 | loss: 0.0311649 | val_loss: 0.0311779 | Time: 1712.5 ms
[2022-03-01 10:32:17 main:574] : INFO : Epoch 1643 | loss: 0.0311637 | val_loss: 0.0311862 | Time: 1726.18 ms
[2022-03-01 10:32:19 main:574] : INFO : Epoch 1644 | loss: 0.0311656 | val_loss: 0.0311758 | Time: 1819.29 ms
[2022-03-01 10:32:21 main:574] : INFO : Epoch 1645 | loss: 0.0311626 | val_loss: 0.0311759 | Time: 1718.03 ms
[2022-03-01 10:32:23 main:574] : INFO : Epoch 1646 | loss: 0.0311612 | val_loss: 0.0311785 | Time: 1710.67 ms
[2022-03-01 10:32:24 main:574] : INFO : Epoch 1647 | loss: 0.0311607 | val_loss: 0.0311797 | Time: 1660.61 ms
[2022-03-01 10:32:26 main:574] : INFO : Epoch 1648 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 1677.44 ms
[2022-03-01 10:32:28 main:574] : INFO : Epoch 1649 | loss: 0.0311608 | val_loss: 0.0311764 | Time: 1692.71 ms
[2022-03-01 10:32:29 main:574] : INFO : Epoch 1650 | loss: 0.0311622 | val_loss: 0.0311815 | Time: 1712.28 ms
[2022-03-01 10:32:41 main:574] : INFO : Epoch 1651 | loss: 0.0311618 | val_loss: 0.0311788 | Time: 11893.8 ms
[2022-03-01 10:32:43 main:574] : INFO : Epoch 1652 | loss: 0.0311626 | val_loss: 0.0311773 | Time: 1649.32 ms
[2022-03-01 10:32:45 main:574] : INFO : Epoch 1653 | loss: 0.0311606 | val_loss: 0.0311778 | Time: 1670.39 ms
[2022-03-01 10:32:46 main:574] : INFO : Epoch 1654 | loss: 0.0311614 | val_loss: 0.0311777 | Time: 1704.13 ms
[2022-03-01 10:32:48 main:574] : INFO : Epoch 1655 | loss: 0.0311598 | val_loss: 0.0311762 | Time: 1657.92 ms
[2022-03-01 10:32:50 main:574] : INFO : Epoch 1656 | loss: 0.0311628 | val_loss: 0.0311799 | Time: 1657.67 ms
[2022-03-01 10:32:51 main:574] : INFO : Epoch 1657 | loss: 0.0311633 | val_loss: 0.031179 | Time: 1642.88 ms
[2022-03-01 10:32:53 main:574] : INFO : Epoch 1658 | loss: 0.0311629 | val_loss: 0.0311827 | Time: 1650.87 ms
[2022-03-01 10:32:55 main:574] : INFO : Epoch 1659 | loss: 0.0311654 | val_loss: 0.0311871 | Time: 1649.36 ms
[2022-03-01 10:32:57 main:574] : INFO : Epoch 1660 | loss: 0.0311893 | val_loss: 0.0312433 | Time: 2026.23 ms
[2022-03-01 10:32:58 main:574] : INFO : Epoch 1661 | loss: 0.0314392 | val_loss: 0.0312617 | Time: 1701.89 ms
[2022-03-01 10:33:00 main:574] : INFO : Epoch 1662 | loss: 0.0312962 | val_loss: 0.0312133 | Time: 1831.75 ms
[2022-03-01 10:33:03 main:574] : INFO : Epoch 1663 | loss: 0.0311757 | val_loss: 0.031185 | Time: 2895.05 ms
[2022-03-01 10:33:05 main:574] : INFO : Epoch 1664 | loss: 0.0311629 | val_loss: 0.0311787 | Time: 1953.73 ms
[2022-03-01 10:33:07 main:574] : INFO : Epoch 1665 | loss: 0.0311619 | val_loss: 0.0311795 | Time: 2045.08 ms
[2022-03-01 10:33:09 main:574] : INFO : Epoch 1666 | loss: 0.0311601 | val_loss: 0.031179 | Time: 1840.34 ms
[2022-03-01 10:33:21 main:574] : INFO : Epoch 1667 | loss: 0.0311587 | val_loss: 0.0311812 | Time: 11784.2 ms
[2022-03-01 10:33:23 main:574] : INFO : Epoch 1668 | loss: 0.0311617 | val_loss: 0.03118 | Time: 2124.6 ms
[2022-03-01 10:33:25 main:574] : INFO : Epoch 1669 | loss: 0.0311593 | val_loss: 0.0311794 | Time: 1917.25 ms
[2022-03-01 10:33:27 main:574] : INFO : Epoch 1670 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 1745.38 ms
[2022-03-01 10:33:28 main:574] : INFO : Epoch 1671 | loss: 0.0311583 | val_loss: 0.0311797 | Time: 1706.28 ms
[2022-03-01 10:33:30 main:574] : INFO : Epoch 1672 | loss: 0.0311574 | val_loss: 0.0311792 | Time: 1712.16 ms
[2022-03-01 10:33:32 main:574] : INFO : Epoch 1673 | loss: 0.031158 | val_loss: 0.0311809 | Time: 1746.22 ms
[2022-03-01 10:33:34 main:574] : INFO : Epoch 1674 | loss: 0.0311582 | val_loss: 0.0311803 | Time: 1691.86 ms
[2022-03-01 10:33:35 main:574] : INFO : Epoch 1675 | loss: 0.0311601 | val_loss: 0.0311831 | Time: 1721.39 ms
[2022-03-01 10:33:37 main:574] : INFO : Epoch 1676 | loss: 0.0311645 | val_loss: 0.0311786 | Time: 1866.35 ms
[2022-03-01 10:33:39 main:574] : INFO : Epoch 1677 | loss: 0.0311589 | val_loss: 0.0311782 | Time: 1746.2 ms
[2022-03-01 10:33:41 main:574] : INFO : Epoch 1678 | loss: 0.0311599 | val_loss: 0.0311795 | Time: 1772.88 ms
[2022-03-01 10:33:43 main:574] : INFO : Epoch 1679 | loss: 0.0311612 | val_loss: 0.0311832 | Time: 2058.98 ms
[2022-03-01 10:33:45 main:574] : INFO : Epoch 1680 | loss: 0.0311628 | val_loss: 0.0311804 | Time: 1782.89 ms
[2022-03-01 10:33:46 main:574] : INFO : Epoch 1681 | loss: 0.0311628 | val_loss: 0.0311828 | Time: 1816.85 ms
[2022-03-01 10:33:48 main:574] : INFO : Epoch 1682 | loss: 0.031162 | val_loss: 0.0311806 | Time: 1804.41 ms
[2022-03-01 10:33:50 main:574] : INFO : Epoch 1683 | loss: 0.0311599 | val_loss: 0.0311777 | Time: 1754.71 ms
[2022-03-01 10:33:52 main:574] : INFO : Epoch 1684 | loss: 0.0311617 | val_loss: 0.0311774 | Time: 1741.97 ms
[2022-03-01 10:33:54 main:574] : INFO : Epoch 1685 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 1923.32 ms
[2022-03-01 10:33:56 main:574] : INFO : Epoch 1686 | loss: 0.0311656 | val_loss: 0.031174 | Time: 1940.09 ms
[2022-03-01 10:33:57 main:574] : INFO : Epoch 1687 | loss: 0.0311647 | val_loss: 0.0311744 | Time: 1753.23 ms
[2022-03-01 10:33:59 main:574] : INFO : Epoch 1688 | loss: 0.0311644 | val_loss: 0.0311747 | Time: 1740.85 ms
[2022-03-01 10:34:01 main:574] : INFO : Epoch 1689 | loss: 0.0311646 | val_loss: 0.0311717 | Time: 1764.04 ms
[2022-03-01 10:34:03 main:574] : INFO : Epoch 1690 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 1725.03 ms
[2022-03-01 10:34:04 main:574] : INFO : Epoch 1691 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 1750.01 ms
[2022-03-01 10:34:06 main:574] : INFO : Epoch 1692 | loss: 0.0311617 | val_loss: 0.0311749 | Time: 1779.19 ms
[2022-03-01 10:34:08 main:574] : INFO : Epoch 1693 | loss: 0.0311607 | val_loss: 0.0311724 | Time: 1810.39 ms
[2022-03-01 10:34:10 main:574] : INFO : Epoch 1694 | loss: 0.0311595 | val_loss: 0.0311757 | Time: 1724 ms
[2022-03-01 10:34:12 main:574] : INFO : Epoch 1695 | loss: 0.0311594 | val_loss: 0.0311732 | Time: 1761.01 ms
[2022-03-01 10:34:13 main:574] : INFO : Epoch 1696 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 1840.87 ms
[2022-03-01 10:34:15 main:574] : INFO : Epoch 1697 | loss: 0.031159 | val_loss: 0.0311739 | Time: 1833.39 ms
[2022-03-01 10:34:17 main:574] : INFO : Epoch 1698 | loss: 0.0311615 | val_loss: 0.0311798 | Time: 1851.54 ms
[2022-03-01 10:34:19 main:574] : INFO : Epoch 1699 | loss: 0.0311603 | val_loss: 0.0311758 | Time: 1825.99 ms
[2022-03-01 10:34:21 main:574] : INFO : Epoch 1700 | loss: 0.03116 | val_loss: 0.0311742 | Time: 1665.32 ms
[2022-03-01 10:34:22 main:574] : INFO : Epoch 1701 | loss: 0.0311586 | val_loss: 0.0311738 | Time: 1692.55 ms
[2022-03-01 10:34:24 main:574] : INFO : Epoch 1702 | loss: 0.0311585 | val_loss: 0.031174 | Time: 1739.51 ms
[2022-03-01 10:34:26 main:574] : INFO : Epoch 1703 | loss: 0.0311593 | val_loss: 0.0311786 | Time: 2029.13 ms
[2022-03-01 10:34:28 main:574] : INFO : Epoch 1704 | loss: 0.0311586 | val_loss: 0.031174 | Time: 1851.14 ms
[2022-03-01 10:34:31 main:574] : INFO : Epoch 1705 | loss: 0.0311605 | val_loss: 0.0311773 | Time: 2591.12 ms
[2022-03-01 10:34:32 main:574] : INFO : Epoch 1706 | loss: 0.0311599 | val_loss: 0.0311744 | Time: 1800.34 ms
[2022-03-01 10:34:35 main:574] : INFO : Epoch 1707 | loss: 0.0311601 | val_loss: 0.0311779 | Time: 2225.17 ms
[2022-03-01 10:34:37 main:574] : INFO : Epoch 1708 | loss: 0.0311599 | val_loss: 0.0311782 | Time: 1910.73 ms
[2022-03-01 10:34:38 main:574] : INFO : Epoch 1709 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 1762.26 ms
[2022-03-01 10:34:40 main:574] : INFO : Epoch 1710 | loss: 0.0311587 | val_loss: 0.0311763 | Time: 1842.74 ms
[2022-03-01 10:34:42 main:574] : INFO : Epoch 1711 | loss: 0.0311592 | val_loss: 0.0311774 | Time: 2135.44 ms
[2022-03-01 10:34:45 main:574] : INFO : Epoch 1712 | loss: 0.0311591 | val_loss: 0.0311748 | Time: 2594.15 ms
[2022-03-01 10:34:47 main:574] : INFO : Epoch 1713 | loss: 0.0311603 | val_loss: 0.0311728 | Time: 1865.29 ms
[2022-03-01 10:34:49 main:574] : INFO : Epoch 1714 | loss: 0.0311611 | val_loss: 0.0311786 | Time: 1974.77 ms
[2022-03-01 10:34:51 main:574] : INFO : Epoch 1715 | loss: 0.031162 | val_loss: 0.0311731 | Time: 1752 ms
[2022-03-01 10:35:03 main:574] : INFO : Epoch 1716 | loss: 0.0311612 | val_loss: 0.031172 | Time: 12163.2 ms
[2022-03-01 10:35:05 main:574] : INFO : Epoch 1717 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 1802.21 ms
[2022-03-01 10:35:06 main:574] : INFO : Epoch 1718 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 1699.23 ms
[2022-03-01 10:35:08 main:574] : INFO : Epoch 1719 | loss: 0.0311623 | val_loss: 0.0311748 | Time: 1878.82 ms
[2022-03-01 10:35:10 main:574] : INFO : Epoch 1720 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 1875.71 ms
[2022-03-01 10:35:12 main:574] : INFO : Epoch 1721 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 1680.35 ms
[2022-03-01 10:35:13 main:574] : INFO : Epoch 1722 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 1679.23 ms
[2022-03-01 10:35:15 main:574] : INFO : Epoch 1723 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 1852.25 ms
[2022-03-01 10:35:17 main:574] : INFO : Epoch 1724 | loss: 0.0311586 | val_loss: 0.0311732 | Time: 1761.3 ms
[2022-03-01 10:35:19 main:574] : INFO : Epoch 1725 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 1842.84 ms
[2022-03-01 10:35:21 main:574] : INFO : Epoch 1726 | loss: 0.0311569 | val_loss: 0.0311713 | Time: 1969.83 ms
[2022-03-01 10:35:23 main:574] : INFO : Epoch 1727 | loss: 0.0311568 | val_loss: 0.0311744 | Time: 2033.18 ms
[2022-03-01 10:35:25 main:574] : INFO : Epoch 1728 | loss: 0.0311597 | val_loss: 0.0311686 | Time: 1902.87 ms
[2022-03-01 10:35:27 main:574] : INFO : Epoch 1729 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 2463.07 ms
[2022-03-01 10:35:29 main:574] : INFO : Epoch 1730 | loss: 0.0311574 | val_loss: 0.0311683 | Time: 1908.65 ms
[2022-03-01 10:35:31 main:574] : INFO : Epoch 1731 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 1856.48 ms
[2022-03-01 10:35:33 main:574] : INFO : Epoch 1732 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 1910.2 ms
[2022-03-01 10:35:35 main:574] : INFO : Epoch 1733 | loss: 0.031156 | val_loss: 0.0311711 | Time: 2011.15 ms
[2022-03-01 10:35:37 main:574] : INFO : Epoch 1734 | loss: 0.0311591 | val_loss: 0.0311736 | Time: 2101.18 ms
[2022-03-01 10:35:39 main:574] : INFO : Epoch 1735 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 1876.93 ms
[2022-03-01 10:35:41 main:574] : INFO : Epoch 1736 | loss: 0.0311556 | val_loss: 0.0311719 | Time: 1741.53 ms
[2022-03-01 10:35:43 main:574] : INFO : Epoch 1737 | loss: 0.0311554 | val_loss: 0.0311712 | Time: 1723.62 ms
[2022-03-01 10:35:44 main:574] : INFO : Epoch 1738 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 1781.67 ms
[2022-03-01 10:35:46 main:574] : INFO : Epoch 1739 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 1764.55 ms
[2022-03-01 10:35:48 main:574] : INFO : Epoch 1740 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 1746.33 ms
[2022-03-01 10:35:50 main:574] : INFO : Epoch 1741 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 2036.9 ms
[2022-03-01 10:35:52 main:574] : INFO : Epoch 1742 | loss: 0.031155 | val_loss: 0.0311708 | Time: 1841.69 ms
[2022-03-01 10:35:54 main:574] : INFO : Epoch 1743 | loss: 0.0311555 | val_loss: 0.0311698 | Time: 1721.47 ms
[2022-03-01 10:35:55 main:574] : INFO : Epoch 1744 | loss: 0.0311558 | val_loss: 0.0311729 | Time: 1896.28 ms
[2022-03-01 10:35:57 main:574] : INFO : Epoch 1745 | loss: 0.0311535 | val_loss: 0.0311734 | Time: 1937.67 ms
[2022-03-01 10:35:59 main:574] : INFO : Epoch 1746 | loss: 0.0311539 | val_loss: 0.0311709 | Time: 1904.33 ms
[2022-03-01 10:36:01 main:574] : INFO : Epoch 1747 | loss: 0.0311526 | val_loss: 0.0311708 | Time: 1743.47 ms
[2022-03-01 10:36:03 main:574] : INFO : Epoch 1748 | loss: 0.031152 | val_loss: 0.0311747 | Time: 1712.6 ms
[2022-03-01 10:36:05 main:574] : INFO : Epoch 1749 | loss: 0.0311533 | val_loss: 0.0311712 | Time: 1720.94 ms
[2022-03-01 10:36:06 main:574] : INFO : Epoch 1750 | loss: 0.0311529 | val_loss: 0.0311764 | Time: 1741.75 ms
[2022-03-01 10:36:08 main:574] : INFO : Epoch 1751 | loss: 0.0311543 | val_loss: 0.0311723 | Time: 1720.11 ms
[2022-03-01 10:36:10 main:574] : INFO : Epoch 1752 | loss: 0.0311566 | val_loss: 0.0311748 | Time: 1724.94 ms
[2022-03-01 10:36:11 main:574] : INFO : Epoch 1753 | loss: 0.0311586 | val_loss: 0.0311728 | Time: 1705.16 ms
[2022-03-01 10:36:13 main:574] : INFO : Epoch 1754 | loss: 0.0311573 | val_loss: 0.0311786 | Time: 1703.41 ms
[2022-03-01 10:36:15 main:574] : INFO : Epoch 1755 | loss: 0.0311614 | val_loss: 0.031172 | Time: 1707.08 ms
[2022-03-01 10:36:17 main:574] : INFO : Epoch 1756 | loss: 0.0311572 | val_loss: 0.03117 | Time: 1710.97 ms
[2022-03-01 10:36:18 main:574] : INFO : Epoch 1757 | loss: 0.0311566 | val_loss: 0.0311694 | Time: 1811.8 ms
[2022-03-01 10:36:20 main:574] : INFO : Epoch 1758 | loss: 0.0311545 | val_loss: 0.0311716 | Time: 1693.87 ms
[2022-03-01 10:36:22 main:574] : INFO : Epoch 1759 | loss: 0.0311528 | val_loss: 0.0311722 | Time: 1714.32 ms
[2022-03-01 10:36:24 main:574] : INFO : Epoch 1760 | loss: 0.0311571 | val_loss: 0.0311748 | Time: 1704.48 ms
[2022-03-01 10:36:25 main:574] : INFO : Epoch 1761 | loss: 0.0311589 | val_loss: 0.0311739 | Time: 1706.23 ms
[2022-03-01 10:36:27 main:574] : INFO : Epoch 1762 | loss: 0.0311581 | val_loss: 0.031171 | Time: 1694.4 ms
[2022-03-01 10:36:29 main:574] : INFO : Epoch 1763 | loss: 0.0311594 | val_loss: 0.0311732 | Time: 1724.9 ms
[2022-03-01 10:36:30 main:574] : INFO : Epoch 1764 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 1696.48 ms
[2022-03-01 10:36:32 main:574] : INFO : Epoch 1765 | loss: 0.0311564 | val_loss: 0.0311707 | Time: 1694.58 ms
[2022-03-01 10:36:34 main:574] : INFO : Epoch 1766 | loss: 0.031158 | val_loss: 0.0311726 | Time: 1703.94 ms
[2022-03-01 10:36:36 main:574] : INFO : Epoch 1767 | loss: 0.0311549 | val_loss: 0.031172 | Time: 1693.11 ms
[2022-03-01 10:36:37 main:574] : INFO : Epoch 1768 | loss: 0.0311571 | val_loss: 0.0311716 | Time: 1698.73 ms
[2022-03-01 10:36:39 main:574] : INFO : Epoch 1769 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 1706.31 ms
[2022-03-01 10:36:41 main:574] : INFO : Epoch 1770 | loss: 0.0311588 | val_loss: 0.0311807 | Time: 1740.46 ms
[2022-03-01 10:36:42 main:574] : INFO : Epoch 1771 | loss: 0.0311626 | val_loss: 0.0311765 | Time: 1708.68 ms
[2022-03-01 10:36:44 main:574] : INFO : Epoch 1772 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 1744.83 ms
[2022-03-01 10:36:46 main:574] : INFO : Epoch 1773 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 1731.52 ms
[2022-03-01 10:36:48 main:574] : INFO : Epoch 1774 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 1708.97 ms
[2022-03-01 10:36:49 main:574] : INFO : Epoch 1775 | loss: 0.0311668 | val_loss: 0.0311722 | Time: 1693 ms
[2022-03-01 10:36:51 main:574] : INFO : Epoch 1776 | loss: 0.0311647 | val_loss: 0.0311707 | Time: 1732.81 ms
[2022-03-01 10:36:53 main:574] : INFO : Epoch 1777 | loss: 0.0311648 | val_loss: 0.0311718 | Time: 1690.78 ms
[2022-03-01 10:36:55 main:574] : INFO : Epoch 1778 | loss: 0.0311656 | val_loss: 0.0311729 | Time: 1810.38 ms
[2022-03-01 10:36:56 main:574] : INFO : Epoch 1779 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 1767.3 ms
[2022-03-01 10:36:58 main:574] : INFO : Epoch 1780 | loss: 0.031162 | val_loss: 0.0311737 | Time: 1731.45 ms
[2022-03-01 10:37:00 main:574] : INFO : Epoch 1781 | loss: 0.0311617 | val_loss: 0.0311737 | Time: 1726.55 ms
[2022-03-01 10:37:02 main:574] : INFO : Epoch 1782 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 1691.05 ms
[2022-03-01 10:37:03 main:574] : INFO : Epoch 1783 | loss: 0.0311649 | val_loss: 0.0311684 | Time: 1677.91 ms
[2022-03-01 10:37:05 main:574] : INFO : Epoch 1784 | loss: 0.031163 | val_loss: 0.0311707 | Time: 1718.24 ms
[2022-03-01 10:37:07 main:574] : INFO : Epoch 1785 | loss: 0.0311622 | val_loss: 0.0311701 | Time: 1914.03 ms
[2022-03-01 10:37:09 main:574] : INFO : Epoch 1786 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 1752.31 ms
[2022-03-01 10:37:11 main:574] : INFO : Epoch 1787 | loss: 0.0311613 | val_loss: 0.0311711 | Time: 1853.39 ms
[2022-03-01 10:37:12 main:574] : INFO : Epoch 1788 | loss: 0.0311602 | val_loss: 0.0311692 | Time: 1789.89 ms
[2022-03-01 10:37:14 main:574] : INFO : Epoch 1789 | loss: 0.0311605 | val_loss: 0.0311716 | Time: 1715.43 ms
[2022-03-01 10:37:16 main:574] : INFO : Epoch 1790 | loss: 0.0311618 | val_loss: 0.0311703 | Time: 1687.63 ms
[2022-03-01 10:37:18 main:574] : INFO : Epoch 1791 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 1687.81 ms
[2022-03-01 10:37:19 main:574] : INFO : Epoch 1792 | loss: 0.0311599 | val_loss: 0.0311671 | Time: 1674.75 ms
[2022-03-01 10:37:21 main:574] : INFO : Epoch 1793 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 1692.09 ms
[2022-03-01 10:37:23 main:574] : INFO : Epoch 1794 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 1691.66 ms
[2022-03-01 10:37:24 main:574] : INFO : Epoch 1795 | loss: 0.0311584 | val_loss: 0.0311697 | Time: 1692.06 ms
[2022-03-01 10:37:26 main:574] : INFO : Epoch 1796 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 1728.6 ms
[2022-03-01 10:37:28 main:574] : INFO : Epoch 1797 | loss: 0.0311576 | val_loss: 0.0311676 | Time: 1727.73 ms
[2022-03-01 10:37:30 main:574] : INFO : Epoch 1798 | loss: 0.0311579 | val_loss: 0.0311668 | Time: 1731.02 ms
[2022-03-01 10:37:31 main:574] : INFO : Epoch 1799 | loss: 0.031157 | val_loss: 0.0311715 | Time: 1707.16 ms
[2022-03-01 10:37:33 main:574] : INFO : Epoch 1800 | loss: 0.0311573 | val_loss: 0.0311695 | Time: 1739.36 ms
[2022-03-01 10:37:35 main:574] : INFO : Epoch 1801 | loss: 0.0311545 | val_loss: 0.031169 | Time: 1752.07 ms
[2022-03-01 10:37:37 main:574] : INFO : Epoch 1802 | loss: 0.0311557 | val_loss: 0.03117 | Time: 1744.37 ms
[2022-03-01 10:37:38 main:574] : INFO : Epoch 1803 | loss: 0.0311575 | val_loss: 0.0311742 | Time: 1767.1 ms
[2022-03-01 10:37:40 main:574] : INFO : Epoch 1804 | loss: 0.0311558 | val_loss: 0.0311696 | Time: 1754.95 ms
[2022-03-01 10:37:42 main:574] : INFO : Epoch 1805 | loss: 0.0311553 | val_loss: 0.0311676 | Time: 1701.74 ms
[2022-03-01 10:37:44 main:574] : INFO : Epoch 1806 | loss: 0.0311538 | val_loss: 0.0311697 | Time: 1732.59 ms
[2022-03-01 10:37:45 main:574] : INFO : Epoch 1807 | loss: 0.0311547 | val_loss: 0.0311679 | Time: 1687.09 ms
[2022-03-01 10:37:47 main:574] : INFO : Epoch 1808 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 1690.83 ms
[2022-03-01 10:37:49 main:574] : INFO : Epoch 1809 | loss: 0.0311534 | val_loss: 0.0311673 | Time: 1696.18 ms
[2022-03-01 10:37:50 main:574] : INFO : Epoch 1810 | loss: 0.0311531 | val_loss: 0.0311688 | Time: 1696.87 ms
[2022-03-01 10:37:52 main:574] : INFO : Epoch 1811 | loss: 0.0311533 | val_loss: 0.03117 | Time: 1703.26 ms
[2022-03-01 10:37:54 main:574] : INFO : Epoch 1812 | loss: 0.0311537 | val_loss: 0.0311683 | Time: 1718.59 ms
[2022-03-01 10:37:56 main:574] : INFO : Epoch 1813 | loss: 0.0311545 | val_loss: 0.0311661 | Time: 1712.57 ms
[2022-03-01 10:37:57 main:574] : INFO : Epoch 1814 | loss: 0.0311545 | val_loss: 0.0311679 | Time: 1696.52 ms
[2022-03-01 10:37:59 main:574] : INFO : Epoch 1815 | loss: 0.0311547 | val_loss: 0.0311673 | Time: 1688.4 ms
[2022-03-01 10:38:01 main:574] : INFO : Epoch 1816 | loss: 0.0311533 | val_loss: 0.0311672 | Time: 1699.9 ms
[2022-03-01 10:38:02 main:574] : INFO : Epoch 1817 | loss: 0.0311541 | val_loss: 0.031168 | Time: 1701.95 ms
[2022-03-01 10:38:04 main:574] : INFO : Epoch 1818 | loss: 0.031155 | val_loss: 0.0311671 | Time: 1696.82 ms
[2022-03-01 10:38:06 main:574] : INFO : Epoch 1819 | loss: 0.0311541 | val_loss: 0.0311696 | Time: 1689.44 ms
[2022-03-01 10:38:07 main:574] : INFO : Epoch 1820 | loss: 0.0311529 | val_loss: 0.0311658 | Time: 1687.14 ms
[2022-03-01 10:38:09 main:574] : INFO : Epoch 1821 | loss: 0.0311533 | val_loss: 0.0311684 | Time: 1667.12 ms
[2022-03-01 10:38:11 main:574] : INFO : Epoch 1822 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 1679.27 ms
[2022-03-01 10:38:13 main:574] : INFO : Epoch 1823 | loss: 0.0311525 | val_loss: 0.0311707 | Time: 1694.7 ms
[2022-03-01 10:38:14 main:574] : INFO : Epoch 1824 | loss: 0.0311535 | val_loss: 0.0311712 | Time: 1688.91 ms
[2022-03-01 10:38:16 main:574] : INFO : Epoch 1825 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 1671.47 ms
[2022-03-01 10:38:18 main:574] : INFO : Epoch 1826 | loss: 0.0311525 | val_loss: 0.0311683 | Time: 1672.63 ms
[2022-03-01 10:38:19 main:574] : INFO : Epoch 1827 | loss: 0.0311532 | val_loss: 0.0311672 | Time: 1670.93 ms
[2022-03-01 10:38:21 main:574] : INFO : Epoch 1828 | loss: 0.0311521 | val_loss: 0.0311672 | Time: 1729.4 ms
[2022-03-01 10:38:23 main:574] : INFO : Epoch 1829 | loss: 0.0311525 | val_loss: 0.0311667 | Time: 1700.3 ms
[2022-03-01 10:38:24 main:574] : INFO : Epoch 1830 | loss: 0.0311541 | val_loss: 0.0311729 | Time: 1686.96 ms
[2022-03-01 10:38:26 main:574] : INFO : Epoch 1831 | loss: 0.0311536 | val_loss: 0.0311699 | Time: 1689.62 ms
[2022-03-01 10:38:28 main:574] : INFO : Epoch 1832 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 1675.89 ms
[2022-03-01 10:38:30 main:574] : INFO : Epoch 1833 | loss: 0.0311511 | val_loss: 0.0311682 | Time: 1676.59 ms
[2022-03-01 10:38:31 main:574] : INFO : Epoch 1834 | loss: 0.0311507 | val_loss: 0.0311691 | Time: 1670.92 ms
[2022-03-01 10:38:33 main:574] : INFO : Epoch 1835 | loss: 0.0311523 | val_loss: 0.0311668 | Time: 1686.37 ms
[2022-03-01 10:38:35 main:574] : INFO : Epoch 1836 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 1698.66 ms
[2022-03-01 10:38:36 main:574] : INFO : Epoch 1837 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 1691.93 ms
[2022-03-01 10:38:38 main:574] : INFO : Epoch 1838 | loss: 0.0311536 | val_loss: 0.0311644 | Time: 1670.13 ms
[2022-03-01 10:38:40 main:574] : INFO : Epoch 1839 | loss: 0.0311548 | val_loss: 0.0311653 | Time: 1677.31 ms
[2022-03-01 10:38:41 main:574] : INFO : Epoch 1840 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1697.25 ms
[2022-03-01 10:38:43 main:574] : INFO : Epoch 1841 | loss: 0.031152 | val_loss: 0.031167 | Time: 1701.83 ms
[2022-03-01 10:38:45 main:574] : INFO : Epoch 1842 | loss: 0.0311521 | val_loss: 0.0311668 | Time: 1695.13 ms
[2022-03-01 10:38:46 main:574] : INFO : Epoch 1843 | loss: 0.0311532 | val_loss: 0.0311699 | Time: 1696.98 ms
[2022-03-01 10:38:48 main:574] : INFO : Epoch 1844 | loss: 0.0311545 | val_loss: 0.031169 | Time: 1681.17 ms
[2022-03-01 10:38:50 main:574] : INFO : Epoch 1845 | loss: 0.0311551 | val_loss: 0.0311654 | Time: 1671.87 ms
[2022-03-01 10:38:52 main:574] : INFO : Epoch 1846 | loss: 0.0311525 | val_loss: 0.031165 | Time: 1680.74 ms
[2022-03-01 10:38:53 main:574] : INFO : Epoch 1847 | loss: 0.0311551 | val_loss: 0.0311689 | Time: 1700.43 ms
[2022-03-01 10:38:55 main:574] : INFO : Epoch 1848 | loss: 0.0311522 | val_loss: 0.0311662 | Time: 1713.53 ms
[2022-03-01 10:38:57 main:574] : INFO : Epoch 1849 | loss: 0.0311521 | val_loss: 0.0311687 | Time: 1685.38 ms
[2022-03-01 10:38:58 main:574] : INFO : Epoch 1850 | loss: 0.0311548 | val_loss: 0.0311762 | Time: 1689.78 ms
[2022-03-01 10:39:00 main:574] : INFO : Epoch 1851 | loss: 0.0311538 | val_loss: 0.0311727 | Time: 1664.37 ms
[2022-03-01 10:39:02 main:574] : INFO : Epoch 1852 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 1677.76 ms
[2022-03-01 10:39:03 main:574] : INFO : Epoch 1853 | loss: 0.031156 | val_loss: 0.0311675 | Time: 1680.8 ms
[2022-03-01 10:39:05 main:574] : INFO : Epoch 1854 | loss: 0.0311559 | val_loss: 0.031165 | Time: 1696.5 ms
[2022-03-01 10:39:07 main:574] : INFO : Epoch 1855 | loss: 0.0311568 | val_loss: 0.0311737 | Time: 1691.1 ms
[2022-03-01 10:39:09 main:574] : INFO : Epoch 1856 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 1690.65 ms
[2022-03-01 10:39:10 main:574] : INFO : Epoch 1857 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 1675.29 ms
[2022-03-01 10:39:12 main:574] : INFO : Epoch 1858 | loss: 0.0311561 | val_loss: 0.0311669 | Time: 1670.71 ms
[2022-03-01 10:39:14 main:574] : INFO : Epoch 1859 | loss: 0.0311609 | val_loss: 0.031173 | Time: 1676.3 ms
[2022-03-01 10:39:15 main:574] : INFO : Epoch 1860 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 1707.29 ms
[2022-03-01 10:39:17 main:574] : INFO : Epoch 1861 | loss: 0.0311544 | val_loss: 0.031165 | Time: 1734.68 ms
[2022-03-01 10:39:19 main:574] : INFO : Epoch 1862 | loss: 0.0311541 | val_loss: 0.0311658 | Time: 1768.6 ms
[2022-03-01 10:39:21 main:574] : INFO : Epoch 1863 | loss: 0.0311561 | val_loss: 0.0311648 | Time: 1675.88 ms
[2022-03-01 10:39:22 main:574] : INFO : Epoch 1864 | loss: 0.0311553 | val_loss: 0.0311646 | Time: 1674.01 ms
[2022-03-01 10:39:24 main:574] : INFO : Epoch 1865 | loss: 0.0311524 | val_loss: 0.0311675 | Time: 1670.38 ms
[2022-03-01 10:39:26 main:574] : INFO : Epoch 1866 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 1821.64 ms
[2022-03-01 10:39:27 main:574] : INFO : Epoch 1867 | loss: 0.0311512 | val_loss: 0.0311643 | Time: 1711.01 ms
[2022-03-01 10:39:29 main:574] : INFO : Epoch 1868 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 1685.03 ms
[2022-03-01 10:39:31 main:574] : INFO : Epoch 1869 | loss: 0.031151 | val_loss: 0.0311659 | Time: 1690.3 ms
[2022-03-01 10:39:33 main:574] : INFO : Epoch 1870 | loss: 0.0311534 | val_loss: 0.0311649 | Time: 1684.32 ms
[2022-03-01 10:39:34 main:574] : INFO : Epoch 1871 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 1931.75 ms
[2022-03-01 10:39:36 main:574] : INFO : Epoch 1872 | loss: 0.0311484 | val_loss: 0.0311659 | Time: 1675.77 ms
[2022-03-01 10:39:38 main:574] : INFO : Epoch 1873 | loss: 0.03115 | val_loss: 0.0311658 | Time: 1672.08 ms
[2022-03-01 10:39:40 main:574] : INFO : Epoch 1874 | loss: 0.0311508 | val_loss: 0.0311663 | Time: 1680.97 ms
[2022-03-01 10:39:41 main:574] : INFO : Epoch 1875 | loss: 0.0311494 | val_loss: 0.0311643 | Time: 1686.27 ms
[2022-03-01 10:39:43 main:574] : INFO : Epoch 1876 | loss: 0.031151 | val_loss: 0.0311681 | Time: 1684.1 ms
[2022-03-01 10:39:45 main:574] : INFO : Epoch 1877 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 1679.07 ms
[2022-03-01 10:39:46 main:574] : INFO : Epoch 1878 | loss: 0.0311498 | val_loss: 0.031169 | Time: 1661.53 ms
[2022-03-01 10:39:48 main:574] : INFO : Epoch 1879 | loss: 0.0311491 | val_loss: 0.0311655 | Time: 1674.06 ms
[2022-03-01 10:39:50 main:574] : INFO : Epoch 1880 | loss: 0.0311489 | val_loss: 0.0311669 | Time: 1673.24 ms
[2022-03-01 10:39:51 main:574] : INFO : Epoch 1881 | loss: 0.0311522 | val_loss: 0.031166 | Time: 1690.2 ms
[2022-03-01 10:39:53 main:574] : INFO : Epoch 1882 | loss: 0.0311487 | val_loss: 0.0311638 | Time: 1676.83 ms
[2022-03-01 10:39:55 main:574] : INFO : Epoch 1883 | loss: 0.0311491 | val_loss: 0.0311644 | Time: 1696.38 ms
[2022-03-01 10:39:56 main:574] : INFO : Epoch 1884 | loss: 0.0311497 | val_loss: 0.0311666 | Time: 1669.78 ms
[2022-03-01 10:39:58 main:574] : INFO : Epoch 1885 | loss: 0.0311514 | val_loss: 0.0311672 | Time: 1672.5 ms
[2022-03-01 10:40:00 main:574] : INFO : Epoch 1886 | loss: 0.0311486 | val_loss: 0.0311688 | Time: 1711.84 ms
[2022-03-01 10:40:02 main:574] : INFO : Epoch 1887 | loss: 0.0311538 | val_loss: 0.0311653 | Time: 1729.05 ms
[2022-03-01 10:40:03 main:574] : INFO : Epoch 1888 | loss: 0.0311508 | val_loss: 0.0311658 | Time: 1688.63 ms
[2022-03-01 10:40:05 main:574] : INFO : Epoch 1889 | loss: 0.0311524 | val_loss: 0.0311686 | Time: 1688.17 ms
[2022-03-01 10:40:07 main:574] : INFO : Epoch 1890 | loss: 0.0311495 | val_loss: 0.0311657 | Time: 1669.6 ms
[2022-03-01 10:40:08 main:574] : INFO : Epoch 1891 | loss: 0.0311504 | val_loss: 0.031168 | Time: 1662.26 ms
[2022-03-01 10:40:10 main:574] : INFO : Epoch 1892 | loss: 0.0311501 | val_loss: 0.0311673 | Time: 1672.06 ms
[2022-03-01 10:40:12 main:574] : INFO : Epoch 1893 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 1682.39 ms
[2022-03-01 10:40:13 main:574] : INFO : Epoch 1894 | loss: 0.0311522 | val_loss: 0.0311689 | Time: 1693.59 ms
[2022-03-01 10:40:15 main:574] : INFO : Epoch 1895 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 1679.88 ms
[2022-03-01 10:40:17 main:574] : INFO : Epoch 1896 | loss: 0.031153 | val_loss: 0.0311666 | Time: 1674.19 ms
[2022-03-01 10:40:19 main:574] : INFO : Epoch 1897 | loss: 0.0311522 | val_loss: 0.0311673 | Time: 1673.33 ms
[2022-03-01 10:40:20 main:574] : INFO : Epoch 1898 | loss: 0.0311492 | val_loss: 0.0311713 | Time: 1665.12 ms
[2022-03-01 10:40:22 main:574] : INFO : Epoch 1899 | loss: 0.0311508 | val_loss: 0.0311706 | Time: 1671.33 ms
[2022-03-01 10:40:24 main:574] : INFO : Epoch 1900 | loss: 0.0311511 | val_loss: 0.0311678 | Time: 1692.93 ms
[2022-03-01 10:40:25 main:574] : INFO : Epoch 1901 | loss: 0.0311491 | val_loss: 0.0311673 | Time: 1692.03 ms
[2022-03-01 10:40:27 main:574] : INFO : Epoch 1902 | loss: 0.0311492 | val_loss: 0.0311663 | Time: 1672.63 ms
[2022-03-01 10:40:29 main:574] : INFO : Epoch 1903 | loss: 0.0311486 | val_loss: 0.031174 | Time: 1675.68 ms
[2022-03-01 10:40:30 main:574] : INFO : Epoch 1904 | loss: 0.0311488 | val_loss: 0.0311689 | Time: 1670.21 ms
[2022-03-01 10:40:32 main:574] : INFO : Epoch 1905 | loss: 0.0311493 | val_loss: 0.0311706 | Time: 1675.32 ms
[2022-03-01 10:40:34 main:574] : INFO : Epoch 1906 | loss: 0.0311475 | val_loss: 0.0311674 | Time: 1689.9 ms
[2022-03-01 10:40:35 main:574] : INFO : Epoch 1907 | loss: 0.0311493 | val_loss: 0.0311687 | Time: 1685.17 ms
[2022-03-01 10:40:37 main:574] : INFO : Epoch 1908 | loss: 0.031147 | val_loss: 0.0311656 | Time: 1678.54 ms
[2022-03-01 10:40:39 main:574] : INFO : Epoch 1909 | loss: 0.0311479 | val_loss: 0.0311706 | Time: 1677.58 ms
[2022-03-01 10:40:40 main:574] : INFO : Epoch 1910 | loss: 0.0311523 | val_loss: 0.0311671 | Time: 1671.63 ms
[2022-03-01 10:40:42 main:574] : INFO : Epoch 1911 | loss: 0.0311505 | val_loss: 0.0311682 | Time: 1662.37 ms
[2022-03-01 10:40:44 main:574] : INFO : Epoch 1912 | loss: 0.0311498 | val_loss: 0.0311704 | Time: 1850.48 ms
[2022-03-01 10:40:46 main:574] : INFO : Epoch 1913 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 1715.98 ms
[2022-03-01 10:40:47 main:574] : INFO : Epoch 1914 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 1674.32 ms
[2022-03-01 10:40:49 main:574] : INFO : Epoch 1915 | loss: 0.0311504 | val_loss: 0.0311658 | Time: 1681.53 ms
[2022-03-01 10:40:51 main:574] : INFO : Epoch 1916 | loss: 0.0311505 | val_loss: 0.0311689 | Time: 1673.22 ms
[2022-03-01 10:40:52 main:574] : INFO : Epoch 1917 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 1677.36 ms
[2022-03-01 10:40:54 main:574] : INFO : Epoch 1918 | loss: 0.0311502 | val_loss: 0.0311716 | Time: 1668.8 ms
[2022-03-01 10:40:56 main:574] : INFO : Epoch 1919 | loss: 0.031151 | val_loss: 0.0311664 | Time: 1680.53 ms
[2022-03-01 10:40:58 main:574] : INFO : Epoch 1920 | loss: 0.0311488 | val_loss: 0.0311731 | Time: 1681.73 ms
[2022-03-01 10:40:59 main:574] : INFO : Epoch 1921 | loss: 0.0311514 | val_loss: 0.03117 | Time: 1817.25 ms
[2022-03-01 10:41:01 main:574] : INFO : Epoch 1922 | loss: 0.0311528 | val_loss: 0.0311711 | Time: 1795.96 ms
[2022-03-01 10:41:03 main:574] : INFO : Epoch 1923 | loss: 0.0311511 | val_loss: 0.0311697 | Time: 1666.32 ms
[2022-03-01 10:41:05 main:574] : INFO : Epoch 1924 | loss: 0.0311483 | val_loss: 0.031167 | Time: 1688.66 ms
[2022-03-01 10:41:06 main:574] : INFO : Epoch 1925 | loss: 0.03115 | val_loss: 0.0311676 | Time: 1700.25 ms
[2022-03-01 10:41:08 main:574] : INFO : Epoch 1926 | loss: 0.0311504 | val_loss: 0.0311652 | Time: 1687.79 ms
[2022-03-01 10:41:10 main:574] : INFO : Epoch 1927 | loss: 0.0311501 | val_loss: 0.031168 | Time: 1694.38 ms
[2022-03-01 10:41:11 main:574] : INFO : Epoch 1928 | loss: 0.0311481 | val_loss: 0.0311698 | Time: 1672.39 ms
[2022-03-01 10:41:13 main:574] : INFO : Epoch 1929 | loss: 0.0311489 | val_loss: 0.03117 | Time: 1670.7 ms
[2022-03-01 10:41:15 main:574] : INFO : Epoch 1930 | loss: 0.0311481 | val_loss: 0.0311686 | Time: 1673.24 ms
[2022-03-01 10:41:16 main:574] : INFO : Epoch 1931 | loss: 0.0311511 | val_loss: 0.0311738 | Time: 1672.59 ms
[2022-03-01 10:41:18 main:574] : INFO : Epoch 1932 | loss: 0.0311659 | val_loss: 0.0311787 | Time: 1688.12 ms
[2022-03-01 10:41:20 main:574] : INFO : Epoch 1933 | loss: 0.0311645 | val_loss: 0.031174 | Time: 1695.97 ms
[2022-03-01 10:41:22 main:574] : INFO : Epoch 1934 | loss: 0.0311617 | val_loss: 0.0311756 | Time: 1679.33 ms
[2022-03-01 10:41:23 main:574] : INFO : Epoch 1935 | loss: 0.0311599 | val_loss: 0.0311736 | Time: 1670.94 ms
[2022-03-01 10:41:25 main:574] : INFO : Epoch 1936 | loss: 0.0311583 | val_loss: 0.0311759 | Time: 1669.17 ms
[2022-03-01 10:41:27 main:574] : INFO : Epoch 1937 | loss: 0.0311556 | val_loss: 0.0311706 | Time: 1674.98 ms
[2022-03-01 10:41:28 main:574] : INFO : Epoch 1938 | loss: 0.0311543 | val_loss: 0.0311701 | Time: 1695.54 ms
[2022-03-01 10:41:30 main:574] : INFO : Epoch 1939 | loss: 0.031154 | val_loss: 0.031172 | Time: 1691.14 ms
[2022-03-01 10:41:32 main:574] : INFO : Epoch 1940 | loss: 0.0311547 | val_loss: 0.0311701 | Time: 1676.72 ms
[2022-03-01 10:41:33 main:574] : INFO : Epoch 1941 | loss: 0.0311543 | val_loss: 0.0311671 | Time: 1674.06 ms
[2022-03-01 10:41:35 main:574] : INFO : Epoch 1942 | loss: 0.0311521 | val_loss: 0.0311669 | Time: 1671.93 ms
[2022-03-01 10:41:37 main:574] : INFO : Epoch 1943 | loss: 0.0311502 | val_loss: 0.0311674 | Time: 1757.05 ms
[2022-03-01 10:41:39 main:574] : INFO : Epoch 1944 | loss: 0.0311502 | val_loss: 0.0311652 | Time: 1783.83 ms
[2022-03-01 10:41:41 main:574] : INFO : Epoch 1945 | loss: 0.0311545 | val_loss: 0.0311726 | Time: 1956.15 ms
[2022-03-01 10:41:42 main:574] : INFO : Epoch 1946 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 1853.96 ms
[2022-03-01 10:41:44 main:574] : INFO : Epoch 1947 | loss: 0.031157 | val_loss: 0.0311664 | Time: 1791.99 ms
[2022-03-01 10:41:46 main:574] : INFO : Epoch 1948 | loss: 0.031155 | val_loss: 0.0311679 | Time: 1684.13 ms
[2022-03-01 10:41:48 main:574] : INFO : Epoch 1949 | loss: 0.0311524 | val_loss: 0.0311683 | Time: 1871.02 ms
[2022-03-01 10:41:49 main:574] : INFO : Epoch 1950 | loss: 0.0311527 | val_loss: 0.0311708 | Time: 1672.81 ms
[2022-03-01 10:41:51 main:574] : INFO : Epoch 1951 | loss: 0.0311523 | val_loss: 0.0311697 | Time: 1671.5 ms
[2022-03-01 10:41:53 main:574] : INFO : Epoch 1952 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 1675.36 ms
[2022-03-01 10:41:55 main:574] : INFO : Epoch 1953 | loss: 0.031151 | val_loss: 0.0311665 | Time: 1666.43 ms
[2022-03-01 10:41:56 main:574] : INFO : Epoch 1954 | loss: 0.0311496 | val_loss: 0.0311685 | Time: 1711.14 ms
[2022-03-01 10:41:58 main:574] : INFO : Epoch 1955 | loss: 0.0311483 | val_loss: 0.0311661 | Time: 1680.31 ms
[2022-03-01 10:42:00 main:574] : INFO : Epoch 1956 | loss: 0.0311494 | val_loss: 0.0311653 | Time: 1675.08 ms
[2022-03-01 10:42:01 main:574] : INFO : Epoch 1957 | loss: 0.0311549 | val_loss: 0.0311751 | Time: 1675.92 ms
[2022-03-01 10:42:03 main:574] : INFO : Epoch 1958 | loss: 0.0311528 | val_loss: 0.0311657 | Time: 1688.65 ms
[2022-03-01 10:42:05 main:574] : INFO : Epoch 1959 | loss: 0.0311502 | val_loss: 0.0311644 | Time: 1692.58 ms
[2022-03-01 10:42:06 main:574] : INFO : Epoch 1960 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 1690.25 ms
[2022-03-01 10:42:08 main:574] : INFO : Epoch 1961 | loss: 0.0311497 | val_loss: 0.0311642 | Time: 1683.75 ms
[2022-03-01 10:42:10 main:574] : INFO : Epoch 1962 | loss: 0.0311499 | val_loss: 0.0311661 | Time: 1681.9 ms
[2022-03-01 10:42:11 main:574] : INFO : Epoch 1963 | loss: 0.03115 | val_loss: 0.0311648 | Time: 1675.29 ms
[2022-03-01 10:42:13 main:574] : INFO : Epoch 1964 | loss: 0.0311491 | val_loss: 0.0311683 | Time: 1673.5 ms
[2022-03-01 10:42:15 main:574] : INFO : Epoch 1965 | loss: 0.0311501 | val_loss: 0.031164 | Time: 1683.09 ms
[2022-03-01 10:42:17 main:574] : INFO : Epoch 1966 | loss: 0.0311467 | val_loss: 0.0311638 | Time: 1708.36 ms
[2022-03-01 10:42:18 main:574] : INFO : Epoch 1967 | loss: 0.0311487 | val_loss: 0.0311677 | Time: 1686.84 ms
[2022-03-01 10:42:20 main:574] : INFO : Epoch 1968 | loss: 0.0311469 | val_loss: 0.0311661 | Time: 1676.86 ms
[2022-03-01 10:42:22 main:574] : INFO : Epoch 1969 | loss: 0.0311481 | val_loss: 0.031169 | Time: 1673 ms
[2022-03-01 10:42:23 main:574] : INFO : Epoch 1970 | loss: 0.0311531 | val_loss: 0.0311705 | Time: 1680.77 ms
[2022-03-01 10:42:25 main:574] : INFO : Epoch 1971 | loss: 0.0311504 | val_loss: 0.0311658 | Time: 1676.17 ms
[2022-03-01 10:42:27 main:574] : INFO : Epoch 1972 | loss: 0.0311489 | val_loss: 0.0311674 | Time: 1689.71 ms
[2022-03-01 10:42:28 main:574] : INFO : Epoch 1973 | loss: 0.0311463 | val_loss: 0.0311661 | Time: 1689.82 ms
[2022-03-01 10:42:30 main:574] : INFO : Epoch 1974 | loss: 0.0311459 | val_loss: 0.0311671 | Time: 1678.44 ms
[2022-03-01 10:42:32 main:574] : INFO : Epoch 1975 | loss: 0.0311455 | val_loss: 0.0311633 | Time: 1671.47 ms
[2022-03-01 10:42:33 main:574] : INFO : Epoch 1976 | loss: 0.0311456 | val_loss: 0.0311681 | Time: 1672.68 ms
[2022-03-01 10:42:35 main:574] : INFO : Epoch 1977 | loss: 0.031146 | val_loss: 0.0311656 | Time: 1701.85 ms
[2022-03-01 10:42:37 main:574] : INFO : Epoch 1978 | loss: 0.0311466 | val_loss: 0.0311667 | Time: 1679.28 ms
[2022-03-01 10:42:39 main:574] : INFO : Epoch 1979 | loss: 0.0311458 | val_loss: 0.0311654 | Time: 1692.66 ms
[2022-03-01 10:42:40 main:574] : INFO : Epoch 1980 | loss: 0.0311465 | val_loss: 0.0311692 | Time: 1685.27 ms
[2022-03-01 10:42:42 main:574] : INFO : Epoch 1981 | loss: 0.0311481 | val_loss: 0.0311665 | Time: 1692.04 ms
[2022-03-01 10:42:44 main:574] : INFO : Epoch 1982 | loss: 0.031147 | val_loss: 0.0311696 | Time: 1672.83 ms
[2022-03-01 10:42:45 main:574] : INFO : Epoch 1983 | loss: 0.0311466 | val_loss: 0.0311683 | Time: 1671.55 ms
[2022-03-01 10:42:47 main:574] : INFO : Epoch 1984 | loss: 0.0311442 | val_loss: 0.0311658 | Time: 1707.38 ms
[2022-03-01 10:42:49 main:574] : INFO : Epoch 1985 | loss: 0.0311438 | val_loss: 0.0311674 | Time: 1689.58 ms
[2022-03-01 10:42:50 main:574] : INFO : Epoch 1986 | loss: 0.0311479 | val_loss: 0.0311668 | Time: 1693.02 ms
[2022-03-01 10:42:52 main:574] : INFO : Epoch 1987 | loss: 0.0311564 | val_loss: 0.031166 | Time: 1673.29 ms
[2022-03-01 10:42:54 main:574] : INFO : Epoch 1988 | loss: 0.0311522 | val_loss: 0.0311658 | Time: 1668.37 ms
[2022-03-01 10:42:56 main:574] : INFO : Epoch 1989 | loss: 0.0311505 | val_loss: 0.0311689 | Time: 1658.11 ms
[2022-03-01 10:42:57 main:574] : INFO : Epoch 1990 | loss: 0.0311491 | val_loss: 0.0311675 | Time: 1672.41 ms
[2022-03-01 10:42:59 main:574] : INFO : Epoch 1991 | loss: 0.03115 | val_loss: 0.0311692 | Time: 1690.88 ms
[2022-03-01 10:43:01 main:574] : INFO : Epoch 1992 | loss: 0.0311506 | val_loss: 0.0311678 | Time: 1771.57 ms
[2022-03-01 10:43:02 main:574] : INFO : Epoch 1993 | loss: 0.0311492 | val_loss: 0.0311722 | Time: 1679.12 ms
[2022-03-01 10:43:04 main:574] : INFO : Epoch 1994 | loss: 0.0311483 | val_loss: 0.0311699 | Time: 1706.04 ms
[2022-03-01 10:43:06 main:574] : INFO : Epoch 1995 | loss: 0.0311483 | val_loss: 0.0311697 | Time: 1669.6 ms
[2022-03-01 10:43:07 main:574] : INFO : Epoch 1996 | loss: 0.0311523 | val_loss: 0.0311728 | Time: 1672.62 ms
[2022-03-01 10:43:09 main:574] : INFO : Epoch 1997 | loss: 0.0311521 | val_loss: 0.0311734 | Time: 1693.11 ms
[2022-03-01 10:43:11 main:574] : INFO : Epoch 1998 | loss: 0.0311468 | val_loss: 0.0311712 | Time: 1687.4 ms
[2022-03-01 10:43:13 main:574] : INFO : Epoch 1999 | loss: 0.0311474 | val_loss: 0.0311714 | Time: 1680.83 ms
[2022-03-01 10:43:14 main:574] : INFO : Epoch 2000 | loss: 0.0311495 | val_loss: 0.0311701 | Time: 1676.51 ms
[2022-03-01 10:43:16 main:574] : INFO : Epoch 2001 | loss: 0.0311449 | val_loss: 0.0311707 | Time: 1777.61 ms
[2022-03-01 10:43:18 main:574] : INFO : Epoch 2002 | loss: 0.0311443 | val_loss: 0.0311724 | Time: 1675.66 ms
[2022-03-01 10:43:19 main:574] : INFO : Epoch 2003 | loss: 0.0311444 | val_loss: 0.0311695 | Time: 1677.15 ms
[2022-03-01 10:43:21 main:574] : INFO : Epoch 2004 | loss: 0.0311474 | val_loss: 0.0311731 | Time: 1697.55 ms
[2022-03-01 10:43:23 main:574] : INFO : Epoch 2005 | loss: 0.0311472 | val_loss: 0.0311695 | Time: 1690.45 ms
[2022-03-01 10:43:25 main:574] : INFO : Epoch 2006 | loss: 0.0311471 | val_loss: 0.0311704 | Time: 1814.67 ms
[2022-03-01 10:43:26 main:574] : INFO : Epoch 2007 | loss: 0.0311473 | val_loss: 0.0311693 | Time: 1671.65 ms
[2022-03-01 10:43:28 main:574] : INFO : Epoch 2008 | loss: 0.0311454 | val_loss: 0.0311718 | Time: 1671.51 ms
[2022-03-01 10:43:30 main:574] : INFO : Epoch 2009 | loss: 0.0311455 | val_loss: 0.0311684 | Time: 1690.43 ms
[2022-03-01 10:43:31 main:574] : INFO : Epoch 2010 | loss: 0.0311461 | val_loss: 0.031173 | Time: 1681.64 ms
[2022-03-01 10:43:33 main:574] : INFO : Epoch 2011 | loss: 0.031145 | val_loss: 0.0311701 | Time: 1684.28 ms
[2022-03-01 10:43:35 main:574] : INFO : Epoch 2012 | loss: 0.0311467 | val_loss: 0.031176 | Time: 1683.64 ms
[2022-03-01 10:43:36 main:574] : INFO : Epoch 2013 | loss: 0.0311467 | val_loss: 0.0311776 | Time: 1675.9 ms
[2022-03-01 10:43:38 main:574] : INFO : Epoch 2014 | loss: 0.0311452 | val_loss: 0.0311699 | Time: 1910.93 ms
[2022-03-01 10:43:40 main:574] : INFO : Epoch 2015 | loss: 0.0311448 | val_loss: 0.0311734 | Time: 1673.56 ms
[2022-03-01 10:43:42 main:574] : INFO : Epoch 2016 | loss: 0.0311458 | val_loss: 0.0311709 | Time: 1676.38 ms
[2022-03-01 10:43:43 main:574] : INFO : Epoch 2017 | loss: 0.0311441 | val_loss: 0.031172 | Time: 1695.08 ms
[2022-03-01 10:43:45 main:574] : INFO : Epoch 2018 | loss: 0.0311433 | val_loss: 0.0311683 | Time: 1704.68 ms
[2022-03-01 10:43:47 main:574] : INFO : Epoch 2019 | loss: 0.0311439 | val_loss: 0.0311725 | Time: 1755.48 ms
[2022-03-01 10:43:49 main:574] : INFO : Epoch 2020 | loss: 0.0311456 | val_loss: 0.0311672 | Time: 1721.08 ms
[2022-03-01 10:43:50 main:574] : INFO : Epoch 2021 | loss: 0.0311509 | val_loss: 0.031169 | Time: 1671.99 ms
[2022-03-01 10:43:52 main:574] : INFO : Epoch 2022 | loss: 0.0311481 | val_loss: 0.0311691 | Time: 1672.8 ms
[2022-03-01 10:43:54 main:574] : INFO : Epoch 2023 | loss: 0.0311477 | val_loss: 0.0311717 | Time: 1674.19 ms
[2022-03-01 10:43:55 main:574] : INFO : Epoch 2024 | loss: 0.0311473 | val_loss: 0.0311708 | Time: 1680.41 ms
[2022-03-01 10:43:57 main:574] : INFO : Epoch 2025 | loss: 0.0311468 | val_loss: 0.0311767 | Time: 1684.14 ms
[2022-03-01 10:43:59 main:574] : INFO : Epoch 2026 | loss: 0.0311465 | val_loss: 0.0311726 | Time: 1682.83 ms
[2022-03-01 10:44:01 main:574] : INFO : Epoch 2027 | loss: 0.0311456 | val_loss: 0.0311692 | Time: 1746.4 ms
[2022-03-01 10:44:02 main:574] : INFO : Epoch 2028 | loss: 0.031146 | val_loss: 0.031172 | Time: 1663.65 ms
[2022-03-01 10:44:04 main:574] : INFO : Epoch 2029 | loss: 0.0311458 | val_loss: 0.0311771 | Time: 1687 ms
[2022-03-01 10:44:06 main:574] : INFO : Epoch 2030 | loss: 0.0311445 | val_loss: 0.03117 | Time: 1683.76 ms
[2022-03-01 10:44:07 main:574] : INFO : Epoch 2031 | loss: 0.0311458 | val_loss: 0.0311701 | Time: 1694.76 ms
[2022-03-01 10:44:09 main:574] : INFO : Epoch 2032 | loss: 0.0311463 | val_loss: 0.0311785 | Time: 1682.62 ms
[2022-03-01 10:44:11 main:574] : INFO : Epoch 2033 | loss: 0.031152 | val_loss: 0.0311723 | Time: 1677.62 ms
[2022-03-01 10:44:12 main:574] : INFO : Epoch 2034 | loss: 0.0311537 | val_loss: 0.031178 | Time: 1669.54 ms
[2022-03-01 10:44:14 main:574] : INFO : Epoch 2035 | loss: 0.0311532 | val_loss: 0.0311729 | Time: 1677.29 ms
[2022-03-01 10:44:16 main:574] : INFO : Epoch 2036 | loss: 0.0311488 | val_loss: 0.0311711 | Time: 1674.25 ms
[2022-03-01 10:44:17 main:574] : INFO : Epoch 2037 | loss: 0.031147 | val_loss: 0.0311687 | Time: 1698.11 ms
[2022-03-01 10:44:19 main:574] : INFO : Epoch 2038 | loss: 0.0311453 | val_loss: 0.0311683 | Time: 1682.43 ms
[2022-03-01 10:44:21 main:574] : INFO : Epoch 2039 | loss: 0.0311441 | val_loss: 0.0311698 | Time: 1690.91 ms
[2022-03-01 10:44:23 main:574] : INFO : Epoch 2040 | loss: 0.0311459 | val_loss: 0.0311698 | Time: 1667.91 ms
[2022-03-01 10:44:24 main:574] : INFO : Epoch 2041 | loss: 0.0311485 | val_loss: 0.0311682 | Time: 1673.55 ms
[2022-03-01 10:44:26 main:574] : INFO : Epoch 2042 | loss: 0.0311498 | val_loss: 0.0311676 | Time: 1673.72 ms
[2022-03-01 10:44:28 main:574] : INFO : Epoch 2043 | loss: 0.031147 | val_loss: 0.0311673 | Time: 1691.48 ms
[2022-03-01 10:44:29 main:574] : INFO : Epoch 2044 | loss: 0.0311469 | val_loss: 0.0311695 | Time: 1687.41 ms
[2022-03-01 10:44:31 main:574] : INFO : Epoch 2045 | loss: 0.0311481 | val_loss: 0.0311693 | Time: 1683.67 ms
[2022-03-01 10:44:33 main:574] : INFO : Epoch 2046 | loss: 0.0311502 | val_loss: 0.0311673 | Time: 1672.24 ms
[2022-03-01 10:44:34 main:574] : INFO : Epoch 2047 | loss: 0.0311491 | val_loss: 0.0311725 | Time: 1674.01 ms
[2022-03-01 10:44:36 main:574] : INFO : Epoch 2048 | loss: 0.0311504 | val_loss: 0.0311681 | Time: 1669.54 ms
[2022-03-01 10:44:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311681
[2022-03-01 10:44:36 main:603] : INFO : Saving end state to config to file
[2022-03-01 10:44:36 main:608] : INFO : Success, exiting..
10:44:36 (25568): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)