Task 10005609
| Name | ParityModified-1639951340-28428-0_0 |
| Workunit | 7384470 |
| Created | 19 Dec 2021, 22:02:22 UTC |
| Sent | 1 Jan 2022, 6:46:06 UTC |
| Report deadline | 9 Jan 2022, 6:46:06 UTC |
| Received | 1 Jan 2022, 13:22:00 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 45 min 6 sec |
| CPU time | 1 hours 44 min 51 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.69 GB |
| Peak swap size | 4.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 14 | val_loss: 0.0312615 | Time: 1675 ms [2022-01-01 07:06:28 main:574] : INFO : Epoch 1527 | loss: 0.0309762 | val_loss: 0.0312441 | Time: 1671.07 ms [2022-01-01 07:06:30 main:574] : INFO : Epoch 1528 | loss: 0.0309749 | val_loss: 0.0312668 | Time: 1658.26 ms [2022-01-01 07:06:32 main:574] : INFO : Epoch 1529 | loss: 0.0309703 | val_loss: 0.0312696 | Time: 1661.13 ms [2022-01-01 07:06:33 main:574] : INFO : Epoch 1530 | loss: 0.0309691 | val_loss: 0.0312286 | Time: 1682.31 ms [2022-01-01 07:06:35 main:574] : INFO : Epoch 1531 | loss: 0.030981 | val_loss: 0.0312712 | Time: 1705.02 ms [2022-01-01 07:06:37 main:574] : INFO : Epoch 1532 | loss: 0.0309822 | val_loss: 0.0312535 | Time: 1655.25 ms [2022-01-01 07:06:38 main:574] : INFO : Epoch 1533 | loss: 0.0309829 | val_loss: 0.0312446 | Time: 1669.68 ms [2022-01-01 07:06:40 main:574] : INFO : Epoch 1534 | loss: 0.0309776 | val_loss: 0.0312616 | Time: 1631.96 ms [2022-01-01 07:06:42 main:574] : INFO : Epoch 1535 | loss: 0.0309679 | val_loss: 0.0312652 | Time: 1667.9 ms [2022-01-01 07:06:43 main:574] : INFO : Epoch 1536 | loss: 0.030979 | val_loss: 0.0312718 | Time: 1659.92 ms [2022-01-01 07:06:45 main:574] : INFO : Epoch 1537 | loss: 0.0309811 | val_loss: 0.0312396 | Time: 1615.32 ms [2022-01-01 07:06:47 main:574] : INFO : Epoch 1538 | loss: 0.0309915 | val_loss: 0.0312469 | Time: 1645.06 ms [2022-01-01 07:06:48 main:574] : INFO : Epoch 1539 | loss: 0.0309903 | val_loss: 0.0312364 | Time: 1636.68 ms [2022-01-01 07:06:50 main:574] : INFO : Epoch 1540 | loss: 0.0309773 | val_loss: 0.031264 | Time: 1684.01 ms [2022-01-01 07:06:52 main:574] : INFO : Epoch 1541 | loss: 0.0309763 | val_loss: 0.0312701 | Time: 1705.69 ms [2022-01-01 07:06:53 main:574] : INFO : Epoch 1542 | loss: 0.0309753 | val_loss: 0.0312559 | Time: 1674.17 ms [2022-01-01 07:06:55 main:574] : INFO : Epoch 1543 | loss: 0.0309735 | val_loss: 0.0312631 | Time: 1670.36 ms [2022-01-01 07:06:57 main:574] : INFO : Epoch 1544 | loss: 0.0309829 | val_loss: 0.0312877 | Time: 1656.94 ms [2022-01-01 07:06:58 main:574] : INFO : Epoch 1545 | loss: 0.03098 | val_loss: 0.031251 | Time: 1668.56 ms [2022-01-01 07:07:00 main:574] : INFO : Epoch 1546 | loss: 0.0309736 | val_loss: 0.0312581 | Time: 1666.52 ms [2022-01-01 07:07:02 main:574] : INFO : Epoch 1547 | loss: 0.0309698 | val_loss: 0.031282 | Time: 1653.45 ms [2022-01-01 07:07:03 main:574] : INFO : Epoch 1548 | loss: 0.030973 | val_loss: 0.0312486 | Time: 1657.86 ms [2022-01-01 07:07:05 main:574] : INFO : Epoch 1549 | loss: 0.0309823 | val_loss: 0.031258 | Time: 1656.16 ms [2022-01-01 07:07:07 main:574] : INFO : Epoch 1550 | loss: 0.0309805 | val_loss: 0.031241 | Time: 1654.76 ms [2022-01-01 07:07:08 main:574] : INFO : Epoch 1551 | loss: 0.0309773 | val_loss: 0.031263 | Time: 1658.69 ms [2022-01-01 07:07:10 main:574] : INFO : Epoch 1552 | loss: 0.0309699 | val_loss: 0.0312488 | Time: 1665.99 ms [2022-01-01 07:07:12 main:574] : INFO : Epoch 1553 | loss: 0.0309731 | val_loss: 0.0312579 | Time: 1648.56 ms [2022-01-01 07:07:13 main:574] : INFO : Epoch 1554 | loss: 0.0309723 | val_loss: 0.0312811 | Time: 1680.37 ms [2022-01-01 07:07:15 main:574] : INFO : Epoch 1555 | loss: 0.0309839 | val_loss: 0.0312626 | Time: 1656.14 ms [2022-01-01 07:07:17 main:574] : INFO : Epoch 1556 | loss: 0.0309823 | val_loss: 0.0312716 | Time: 1665.69 ms [2022-01-01 07:07:18 main:574] : INFO : Epoch 1557 | loss: 0.0309764 | val_loss: 0.0312704 | Time: 1658.43 ms [2022-01-01 07:07:20 main:574] : INFO : Epoch 1558 | loss: 0.0309719 | val_loss: 0.0312483 | Time: 1615.87 ms [2022-01-01 07:07:22 main:574] : INFO : Epoch 1559 | loss: 0.0309835 | val_loss: 0.0312519 | Time: 1649.26 ms [2022-01-01 07:07:23 main:574] : INFO : Epoch 1560 | loss: 0.0309765 | val_loss: 0.0312695 | Time: 1676.74 ms [2022-01-01 07:07:25 main:574] : INFO : Epoch 1561 | loss: 0.0309789 | val_loss: 0.0312604 | Time: 1653.96 ms [2022-01-01 07:07:27 main:574] : INFO : Epoch 1562 | loss: 0.0309826 | val_loss: 0.0312492 | Time: 1659.12 ms [2022-01-01 07:07:28 main:574] : INFO : Epoch 1563 | loss: 0.0309862 | val_loss: 0.0312461 | Time: 1646.94 ms [2022-01-01 07:07:30 main:574] : INFO : Epoch 1564 | loss: 0.0309783 | val_loss: 0.031276 | Time: 1644.15 ms [2022-01-01 07:07:32 main:574] : INFO : Epoch 1565 | loss: 0.030978 | val_loss: 0.0312548 | Time: 1662.51 ms [2022-01-01 07:07:33 main:574] : INFO : Epoch 1566 | loss: 0.0309801 | val_loss: 0.0312603 | Time: 1632.43 ms [2022-01-01 07:07:35 main:574] : INFO : Epoch 1567 | loss: 0.0309857 | val_loss: 0.0312735 | Time: 1670 ms [2022-01-01 07:07:37 main:574] : INFO : Epoch 1568 | loss: 0.030971 | val_loss: 0.0312654 | Time: 1647.06 ms [2022-01-01 07:07:38 main:574] : INFO : Epoch 1569 | loss: 0.0309695 | val_loss: 0.0312711 | Time: 1673.2 ms [2022-01-01 07:07:40 main:574] : INFO : Epoch 1570 | loss: 0.0309816 | val_loss: 0.0312751 | Time: 1675.27 ms [2022-01-01 07:07:42 main:574] : INFO : Epoch 1571 | loss: 0.0309792 | val_loss: 0.031248 | Time: 1676.04 ms [2022-01-01 07:07:43 main:574] : INFO : Epoch 1572 | loss: 0.0309757 | val_loss: 0.0312752 | Time: 1647.28 ms [2022-01-01 07:07:45 main:574] : INFO : Epoch 1573 | loss: 0.0309805 | val_loss: 0.0312724 | Time: 1642.75 ms [2022-01-01 07:07:47 main:574] : INFO : Epoch 1574 | loss: 0.0309758 | val_loss: 0.0312661 | Time: 1671.15 ms [2022-01-01 07:07:48 main:574] : INFO : Epoch 1575 | loss: 0.0309793 | val_loss: 0.0312583 | Time: 1652.46 ms [2022-01-01 07:07:50 main:574] : INFO : Epoch 1576 | loss: 0.0309837 | val_loss: 0.0312479 | Time: 1641.44 ms [2022-01-01 07:07:52 main:574] : INFO : Epoch 1577 | loss: 0.0309789 | val_loss: 0.0312629 | Time: 1670.06 ms [2022-01-01 07:07:53 main:574] : INFO : Epoch 1578 | loss: 0.0309701 | val_loss: 0.0312514 | Time: 1652.22 ms [2022-01-01 07:07:55 main:574] : INFO : Epoch 1579 | loss: 0.0309721 | val_loss: 0.0312643 | Time: 1669.61 ms [2022-01-01 07:07:56 main:574] : INFO : Epoch 1580 | loss: 0.0309706 | val_loss: 0.0312599 | Time: 1638.65 ms [2022-01-01 07:07:58 main:574] : INFO : Epoch 1581 | loss: 0.0309761 | val_loss: 0.0312515 | Time: 1668.81 ms [2022-01-01 07:08:00 main:574] : INFO : Epoch 1582 | loss: 0.0309879 | val_loss: 0.0312346 | Time: 1677.91 ms [2022-01-01 07:08:02 main:574] : INFO : Epoch 1583 | loss: 0.0309873 | val_loss: 0.0312446 | Time: 1683.66 ms [2022-01-01 07:08:03 main:574] : INFO : Epoch 1584 | loss: 0.0309754 | val_loss: 0.0312787 | Time: 1688.14 ms [2022-01-01 07:08:05 main:574] : INFO : Epoch 1585 | loss: 0.03098 | val_loss: 0.0312915 | Time: 1632.75 ms [2022-01-01 07:08:06 main:574] : INFO : Epoch 1586 | loss: 0.0309774 | val_loss: 0.0312436 | Time: 1661.63 ms [2022-01-01 07:08:08 main:574] : INFO : Epoch 1587 | loss: 0.0309726 | val_loss: 0.0312684 | Time: 1674.58 ms [2022-01-01 07:08:10 main:574] : INFO : Epoch 1588 | loss: 0.0309765 | val_loss: 0.0312781 | Time: 1686.3 ms [2022-01-01 07:08:11 main:574] : INFO : Epoch 1589 | loss: 0.0309769 | val_loss: 0.0312736 | Time: 1609.84 ms [2022-01-01 07:08:13 main:574] : INFO : Epoch 1590 | loss: 0.0309749 | val_loss: 0.0312501 | Time: 1650.97 ms [2022-01-01 07:08:15 main:574] : INFO : Epoch 1591 | loss: 0.0309725 | val_loss: 0.0312793 | Time: 1653.76 ms [2022-01-01 07:08:16 main:574] : INFO : Epoch 1592 | loss: 0.0309777 | val_loss: 0.0312364 | Time: 1645.09 ms [2022-01-01 07:08:18 main:574] : INFO : Epoch 1593 | loss: 0.0309763 | val_loss: 0.0312648 | Time: 1680.63 ms [2022-01-01 07:08:20 main:574] : INFO : Epoch 1594 | loss: 0.0309731 | val_loss: 0.0312754 | Time: 1655.08 ms [2022-01-01 07:08:21 main:574] : INFO : Epoch 1595 | loss: 0.0309733 | val_loss: 0.0312479 | Time: 1665.45 ms [2022-01-01 07:08:23 main:574] : INFO : Epoch 1596 | loss: 0.0309695 | val_loss: 0.0312804 | Time: 1686.27 ms [2022-01-01 07:08:25 main:574] : INFO : Epoch 1597 | loss: 0.0309647 | val_loss: 0.0312787 | Time: 1626.46 ms [2022-01-01 07:08:26 main:574] : INFO : Epoch 1598 | loss: 0.0309657 | val_loss: 0.0312337 | Time: 1623.38 ms [2022-01-01 07:08:28 main:574] : INFO : Epoch 1599 | loss: 0.0309774 | val_loss: 0.0312781 | Time: 1663.99 ms [2022-01-01 07:08:30 main:574] : INFO : Epoch 1600 | loss: 0.0309862 | val_loss: 0.0312931 | Time: 1657.5 ms [2022-01-01 07:08:31 main:574] : INFO : Epoch 1601 | loss: 0.0309886 | val_loss: 0.0312728 | Time: 1659.88 ms [2022-01-01 07:08:33 main:574] : INFO : Epoch 1602 | loss: 0.0309743 | val_loss: 0.0312629 | Time: 1658.74 ms [2022-01-01 07:08:35 main:574] : INFO : Epoch 1603 | loss: 0.0309683 | val_loss: 0.0312725 | Time: 1688.75 ms [2022-01-01 07:08:36 main:574] : INFO : Epoch 1604 | loss: 0.0309671 | val_loss: 0.0312452 | Time: 1657.76 ms [2022-01-01 07:08:38 main:574] : INFO : Epoch 1605 | loss: 0.0309681 | val_loss: 0.031275 | Time: 1630.21 ms [2022-01-01 07:08:40 main:574] : INFO : Epoch 1606 | loss: 0.0309682 | val_loss: 0.0312572 | Time: 1673.65 ms [2022-01-01 07:08:41 main:574] : INFO : Epoch 1607 | loss: 0.0309691 | val_loss: 0.0312688 | Time: 1661.44 ms [2022-01-01 07:08:43 main:574] : INFO : Epoch 1608 | loss: 0.0309756 | val_loss: 0.0312611 | Time: 1685.93 ms [2022-01-01 07:08:45 main:574] : INFO : Epoch 1609 | loss: 0.0309766 | val_loss: 0.031257 | Time: 1655.9 ms [2022-01-01 07:08:46 main:574] : INFO : Epoch 1610 | loss: 0.0309997 | val_loss: 0.0312247 | Time: 1667.47 ms [2022-01-01 07:08:48 main:574] : INFO : Epoch 1611 | loss: 0.0309879 | val_loss: 0.0312544 | Time: 1684.14 ms [2022-01-01 07:08:50 main:574] : INFO : Epoch 1612 | loss: 0.0309824 | val_loss: 0.0312534 | Time: 1640.51 ms [2022-01-01 07:08:51 main:574] : INFO : Epoch 1613 | loss: 0.030976 | val_loss: 0.0312552 | Time: 1663.67 ms [2022-01-01 07:08:53 main:574] : INFO : Epoch 1614 | loss: 0.030975 | val_loss: 0.0312582 | Time: 1665.28 ms [2022-01-01 07:08:55 main:574] : INFO : Epoch 1615 | loss: 0.0309877 | val_loss: 0.0312495 | Time: 1673.01 ms [2022-01-01 07:08:56 main:574] : INFO : Epoch 1616 | loss: 0.0309836 | val_loss: 0.0312598 | Time: 1643.19 ms [2022-01-01 07:08:58 main:574] : INFO : Epoch 1617 | loss: 0.0309719 | val_loss: 0.031269 | Time: 1664.85 ms [2022-01-01 07:09:00 main:574] : INFO : Epoch 1618 | loss: 0.030974 | val_loss: 0.0312556 | Time: 1658.4 ms [2022-01-01 07:09:01 main:574] : INFO : Epoch 1619 | loss: 0.0309739 | val_loss: 0.0312636 | Time: 1676.17 ms [2022-01-01 07:09:03 main:574] : INFO : Epoch 1620 | loss: 0.030976 | val_loss: 0.0312606 | Time: 1657.7 ms [2022-01-01 07:09:05 main:574] : INFO : Epoch 1621 | loss: 0.0309802 | val_loss: 0.031236 | Time: 1675.38 ms [2022-01-01 07:09:06 main:574] : INFO : Epoch 1622 | loss: 0.0309792 | val_loss: 0.0312691 | Time: 1651.52 ms [2022-01-01 07:09:08 main:574] : INFO : Epoch 1623 | loss: 0.0309824 | val_loss: 0.0312287 | Time: 1656.33 ms [2022-01-01 07:09:10 main:574] : INFO : Epoch 1624 | loss: 0.0309846 | val_loss: 0.0312526 | Time: 1662.19 ms [2022-01-01 07:09:11 main:574] : INFO : Epoch 1625 | loss: 0.0309873 | val_loss: 0.0312523 | Time: 1630.29 ms [2022-01-01 07:09:13 main:574] : INFO : Epoch 1626 | loss: 0.0309926 | val_loss: 0.0312272 | Time: 1686.29 ms [2022-01-01 07:09:15 main:574] : INFO : Epoch 1627 | loss: 0.0309831 | val_loss: 0.0312305 | Time: 1687 ms [2022-01-01 07:09:16 main:574] : INFO : Epoch 1628 | loss: 0.0309777 | val_loss: 0.0312495 | Time: 1647.3 ms [2022-01-01 07:09:18 main:574] : INFO : Epoch 1629 | loss: 0.0309731 | val_loss: 0.0312528 | Time: 1639.63 ms [2022-01-01 07:09:20 main:574] : INFO : Epoch 1630 | loss: 0.0309711 | val_loss: 0.0312359 | Time: 1705.3 ms [2022-01-01 07:09:21 main:574] : INFO : Epoch 1631 | loss: 0.0309769 | val_loss: 0.0312784 | Time: 1666.8 ms [2022-01-01 07:09:23 main:574] : INFO : Epoch 1632 | loss: 0.0309784 | val_loss: 0.0312564 | Time: 1636.13 ms [2022-01-01 07:09:25 main:574] : INFO : Epoch 1633 | loss: 0.0309842 | val_loss: 0.0312672 | Time: 1655.16 ms [2022-01-01 07:09:26 main:574] : INFO : Epoch 1634 | loss: 0.0309766 | val_loss: 0.0312561 | Time: 1653.03 ms [2022-01-01 07:09:28 main:574] : INFO : Epoch 1635 | loss: 0.0309674 | val_loss: 0.0312405 | Time: 1656.46 ms [2022-01-01 07:09:30 main:574] : INFO : Epoch 1636 | loss: 0.030976 | val_loss: 0.031272 | Time: 1664.8 ms [2022-01-01 07:09:31 main:574] : INFO : Epoch 1637 | loss: 0.0309682 | val_loss: 0.0312718 | Time: 1678.68 ms [2022-01-01 07:09:33 main:574] : INFO : Epoch 1638 | loss: 0.0309697 | val_loss: 0.0312713 | Time: 1683.24 ms [2022-01-01 07:09:35 main:574] : INFO : Epoch 1639 | loss: 0.0309734 | val_loss: 0.0312634 | Time: 1642.21 ms [2022-01-01 07:09:36 main:574] : INFO : Epoch 1640 | loss: 0.0309793 | val_loss: 0.0312586 | Time: 1645.63 ms [2022-01-01 07:09:38 main:574] : INFO : Epoch 1641 | loss: 0.0309735 | val_loss: 0.0312564 | Time: 1640.62 ms [2022-01-01 07:09:40 main:574] : INFO : Epoch 1642 | loss: 0.0309733 | val_loss: 0.0312512 | Time: 1673.44 ms [2022-01-01 07:09:41 main:574] : INFO : Epoch 1643 | loss: 0.030991 | val_loss: 0.0312366 | Time: 1652.09 ms [2022-01-01 07:09:43 main:574] : INFO : Epoch 1644 | loss: 0.0309853 | val_loss: 0.031263 | Time: 1655.22 ms [2022-01-01 07:09:45 main:574] : INFO : Epoch 1645 | loss: 0.0309817 | val_loss: 0.0312529 | Time: 1686.05 ms [2022-01-01 07:09:46 main:574] : INFO : Epoch 1646 | loss: 0.0309771 | val_loss: 0.0312398 | Time: 1646.5 ms [2022-01-01 07:09:48 main:574] : INFO : Epoch 1647 | loss: 0.030992 | val_loss: 0.0312451 | Time: 1640.82 ms [2022-01-01 07:09:50 main:574] : INFO : Epoch 1648 | loss: 0.0309785 | val_loss: 0.0312551 | Time: 1672.22 ms [2022-01-01 07:09:51 main:574] : INFO : Epoch 1649 | loss: 0.0309745 | val_loss: 0.0312753 | Time: 1679.43 ms [2022-01-01 07:09:53 main:574] : INFO : Epoch 1650 | loss: 0.0309699 | val_loss: 0.0312218 | Time: 1664.57 ms [2022-01-01 07:09:55 main:574] : INFO : Epoch 1651 | loss: 0.0309905 | val_loss: 0.0312308 | Time: 1667.2 ms [2022-01-01 07:09:56 main:574] : INFO : Epoch 1652 | loss: 0.030982 | val_loss: 0.0312676 | Time: 1624.29 ms [2022-01-01 07:09:58 main:574] : INFO : Epoch 1653 | loss: 0.0309644 | val_loss: 0.0312529 | Time: 1650.08 ms [2022-01-01 07:10:00 main:574] : INFO : Epoch 1654 | loss: 0.0309654 | val_loss: 0.0312491 | Time: 1635.36 ms [2022-01-01 07:10:01 main:574] : INFO : Epoch 1655 | loss: 0.0309708 | val_loss: 0.0312888 | Time: 1674.9 ms [2022-01-01 07:10:03 main:574] : INFO : Epoch 1656 | loss: 0.0309827 | val_loss: 0.0312724 | Time: 1668.78 ms [2022-01-01 07:10:05 main:574] : INFO : Epoch 1657 | loss: 0.0309815 | val_loss: 0.0312471 | Time: 1654.31 ms [2022-01-01 07:10:06 main:574] : INFO : Epoch 1658 | loss: 0.0309795 | val_loss: 0.0312437 | Time: 1660.6 ms [2022-01-01 07:10:08 main:574] : INFO : Epoch 1659 | loss: 0.0309838 | val_loss: 0.0312358 | Time: 1659.72 ms [2022-01-01 07:10:10 main:574] : INFO : Epoch 1660 | loss: 0.0309866 | val_loss: 0.0312407 | Time: 1660.61 ms [2022-01-01 07:10:11 main:574] : INFO : Epoch 1661 | loss: 0.0309793 | val_loss: 0.0312793 | Time: 1657.98 ms [2022-01-01 07:10:13 main:574] : INFO : Epoch 1662 | loss: 0.0309779 | val_loss: 0.0312584 | Time: 1654.75 ms [2022-01-01 07:10:15 main:574] : INFO : Epoch 1663 | loss: 0.030982 | val_loss: 0.0312416 | Time: 1678.46 ms [2022-01-01 07:10:16 main:574] : INFO : Epoch 1664 | loss: 0.0309761 | val_loss: 0.0312738 | Time: 1663.84 ms [2022-01-01 07:10:18 main:574] : INFO : Epoch 1665 | loss: 0.0309731 | val_loss: 0.0312547 | Time: 1657.07 ms [2022-01-01 07:10:20 main:574] : INFO : Epoch 1666 | loss: 0.0309771 | val_loss: 0.0312614 | Time: 1684.88 ms [2022-01-01 07:10:21 main:574] : INFO : Epoch 1667 | loss: 0.030972 | val_loss: 0.0312801 | Time: 1699.46 ms [2022-01-01 07:10:23 main:574] : INFO : Epoch 1668 | loss: 0.0309745 | val_loss: 0.0312531 | Time: 1661.69 ms [2022-01-01 07:10:25 main:574] : INFO : Epoch 1669 | loss: 0.0309751 | val_loss: 0.0312641 | Time: 1659.64 ms [2022-01-01 07:10:26 main:574] : INFO : Epoch 1670 | loss: 0.0309774 | val_loss: 0.0312564 | Time: 1667.67 ms [2022-01-01 07:10:28 main:574] : INFO : Epoch 1671 | loss: 0.0309741 | val_loss: 0.0312679 | Time: 1622.72 ms [2022-01-01 07:10:30 main:574] : INFO : Epoch 1672 | loss: 0.0309769 | val_loss: 0.0312735 | Time: 1647.29 ms [2022-01-01 07:10:31 main:574] : INFO : Epoch 1673 | loss: 0.0309746 | val_loss: 0.0312404 | Time: 1653.03 ms [2022-01-01 07:10:33 main:574] : INFO : Epoch 1674 | loss: 0.0309725 | val_loss: 0.0312586 | Time: 1648.04 ms [2022-01-01 07:10:34 main:574] : INFO : Epoch 1675 | loss: 0.0309792 | val_loss: 0.0312585 | Time: 1646.34 ms [2022-01-01 07:10:36 main:574] : INFO : Epoch 1676 | loss: 0.0309809 | val_loss: 0.0312795 | Time: 1659.01 ms [2022-01-01 07:10:38 main:574] : INFO : Epoch 1677 | loss: 0.0309869 | val_loss: 0.0312737 | Time: 1678.16 ms [2022-01-01 07:10:39 main:574] : INFO : Epoch 1678 | loss: 0.0309826 | val_loss: 0.0312546 | Time: 1647.8 ms [2022-01-01 07:10:41 main:574] : INFO : Epoch 1679 | loss: 0.0309814 | val_loss: 0.0312304 | Time: 1708.44 ms [2022-01-01 07:10:43 main:574] : INFO : Epoch 1680 | loss: 0.0309854 | val_loss: 0.0312488 | Time: 1666.48 ms [2022-01-01 07:10:44 main:574] : INFO : Epoch 1681 | loss: 0.0309755 | val_loss: 0.0312873 | Time: 1648.93 ms [2022-01-01 07:10:46 main:574] : INFO : Epoch 1682 | loss: 0.0309665 | val_loss: 0.0312624 | Time: 1619.6 ms [2022-01-01 07:10:48 main:574] : INFO : Epoch 1683 | loss: 0.0309735 | val_loss: 0.0312428 | Time: 1632.65 ms [2022-01-01 07:10:49 main:574] : INFO : Epoch 1684 | loss: 0.0309754 | val_loss: 0.0312616 | Time: 1661.97 ms [2022-01-01 07:10:51 main:574] : INFO : Epoch 1685 | loss: 0.0309694 | val_loss: 0.0312608 | Time: 1674.58 ms [2022-01-01 07:10:53 main:574] : INFO : Epoch 1686 | loss: 0.030983 | val_loss: 0.0312532 | Time: 1637.5 ms [2022-01-01 07:10:54 main:574] : INFO : Epoch 1687 | loss: 0.0309823 | val_loss: 0.0312536 | Time: 1670.24 ms [2022-01-01 07:10:56 main:574] : INFO : Epoch 1688 | loss: 0.0309739 | val_loss: 0.0312649 | Time: 1679.62 ms [2022-01-01 07:10:58 main:574] : INFO : Epoch 1689 | loss: 0.0309796 | val_loss: 0.0312523 | Time: 1658.91 ms [2022-01-01 07:10:59 main:574] : INFO : Epoch 1690 | loss: 0.0309746 | val_loss: 0.0312493 | Time: 1673.49 ms [2022-01-01 07:11:01 main:574] : INFO : Epoch 1691 | loss: 0.0309796 | val_loss: 0.0312571 | Time: 1644.79 ms [2022-01-01 07:11:03 main:574] : INFO : Epoch 1692 | loss: 0.0309884 | val_loss: 0.0312469 | Time: 1660.86 ms [2022-01-01 07:11:04 main:574] : INFO : Epoch 1693 | loss: 0.030979 | val_loss: 0.0312461 | Time: 1673.65 ms [2022-01-01 07:11:06 main:574] : INFO : Epoch 1694 | loss: 0.030973 | val_loss: 0.03127 | Time: 1632.64 ms [2022-01-01 07:11:08 main:574] : INFO : Epoch 1695 | loss: 0.030995 | val_loss: 0.0312641 | Time: 1659.85 ms [2022-01-01 07:11:09 main:574] : INFO : Epoch 1696 | loss: 0.0309786 | val_loss: 0.0312537 | Time: 1625.43 ms [2022-01-01 07:11:11 main:574] : INFO : Epoch 1697 | loss: 0.0309746 | val_loss: 0.0312423 | Time: 1668.04 ms [2022-01-01 07:11:13 main:574] : INFO : Epoch 1698 | loss: 0.0309772 | val_loss: 0.0312815 | Time: 1657.08 ms [2022-01-01 07:11:14 main:574] : INFO : Epoch 1699 | loss: 0.0309734 | val_loss: 0.0312517 | Time: 1672.02 ms [2022-01-01 07:11:16 main:574] : INFO : Epoch 1700 | loss: 0.0309698 | val_loss: 0.0312552 | Time: 1636.33 ms [2022-01-01 07:11:18 main:574] : INFO : Epoch 1701 | loss: 0.0309872 | val_loss: 0.0312599 | Time: 1648.09 ms [2022-01-01 07:11:19 main:574] : INFO : Epoch 1702 | loss: 0.0309836 | val_loss: 0.031261 | Time: 1672 ms [2022-01-01 07:11:21 main:574] : INFO : Epoch 1703 | loss: 0.0309782 | val_loss: 0.0312328 | Time: 1680.28 ms [2022-01-01 07:11:23 main:574] : INFO : Epoch 1704 | loss: 0.030981 | val_loss: 0.0312477 | Time: 1672.51 ms [2022-01-01 07:11:24 main:574] : INFO : Epoch 1705 | loss: 0.030982 | val_loss: 0.0312549 | Time: 1662.31 ms [2022-01-01 07:11:26 main:574] : INFO : Epoch 1706 | loss: 0.0309811 | val_loss: 0.0312409 | Time: 1654.66 ms [2022-01-01 07:11:28 main:574] : INFO : Epoch 1707 | loss: 0.0309733 | val_loss: 0.0312807 | Time: 1664.71 ms [2022-01-01 07:11:29 main:574] : INFO : Epoch 1708 | loss: 0.0309633 | val_loss: 0.0312699 | Time: 1643.69 ms [2022-01-01 07:11:31 main:574] : INFO : Epoch 1709 | loss: 0.0310137 | val_loss: 0.0312419 | Time: 1654.35 ms [2022-01-01 07:11:33 main:574] : INFO : Epoch 1710 | loss: 0.0310056 | val_loss: 0.0312536 | Time: 1667.18 ms [2022-01-01 07:11:34 main:574] : INFO : Epoch 1711 | loss: 0.0309842 | val_loss: 0.0312562 | Time: 1695.8 ms [2022-01-01 07:11:36 main:574] : INFO : Epoch 1712 | loss: 0.030976 | val_loss: 0.0312409 | Time: 1670.63 ms [2022-01-01 07:11:38 main:574] : INFO : Epoch 1713 | loss: 0.0309773 | val_loss: 0.0312588 | Time: 1677.37 ms [2022-01-01 07:11:39 main:574] : INFO : Epoch 1714 | loss: 0.0309765 | val_loss: 0.0312556 | Time: 1660.39 ms [2022-01-01 07:11:41 main:574] : INFO : Epoch 1715 | loss: 0.0309767 | val_loss: 0.0312605 | Time: 1673.78 ms [2022-01-01 07:11:43 main:574] : INFO : Epoch 1716 | loss: 0.0309732 | val_loss: 0.0312489 | Time: 1670.41 ms [2022-01-01 07:11:44 main:574] : INFO : Epoch 1717 | loss: 0.0309698 | val_loss: 0.031268 | Time: 1651.81 ms [2022-01-01 07:11:46 main:574] : INFO : Epoch 1718 | loss: 0.030967 | val_loss: 0.0312665 | Time: 1626.89 ms [2022-01-01 07:11:48 main:574] : INFO : Epoch 1719 | loss: 0.0309669 | val_loss: 0.0312543 | Time: 1648.1 ms [2022-01-01 07:11:49 main:574] : INFO : Epoch 1720 | loss: 0.0309704 | val_loss: 0.0312553 | Time: 1654.07 ms [2022-01-01 07:11:51 main:574] : INFO : Epoch 1721 | loss: 0.0309696 | val_loss: 0.0312491 | Time: 1661.32 ms [2022-01-01 07:11:53 main:574] : INFO : Epoch 1722 | loss: 0.0309668 | val_loss: 0.0312532 | Time: 1675.57 ms [2022-01-01 07:11:54 main:574] : INFO : Epoch 1723 | loss: 0.0309825 | val_loss: 0.0312478 | Time: 1666.68 ms [2022-01-01 07:11:56 main:574] : INFO : Epoch 1724 | loss: 0.0309892 | val_loss: 0.031275 | Time: 1654.99 ms [2022-01-01 07:11:58 main:574] : INFO : Epoch 1725 | loss: 0.0309858 | val_loss: 0.031277 | Time: 1637.22 ms [2022-01-01 07:11:59 main:574] : INFO : Epoch 1726 | loss: 0.0309757 | val_loss: 0.0312606 | Time: 1692.06 ms [2022-01-01 07:12:01 main:574] : INFO : Epoch 1727 | loss: 0.0309831 | val_loss: 0.0312647 | Time: 1674.2 ms [2022-01-01 07:12:03 main:574] : INFO : Epoch 1728 | loss: 0.0309737 | val_loss: 0.0312597 | Time: 1673.86 ms [2022-01-01 07:12:04 main:574] : INFO : Epoch 1729 | loss: 0.0309754 | val_loss: 0.0312615 | Time: 1674.9 ms [2022-01-01 07:12:06 main:574] : INFO : Epoch 1730 | loss: 0.0309689 | val_loss: 0.0312765 | Time: 1680.78 ms [2022-01-01 07:12:08 main:574] : INFO : Epoch 1731 | loss: 0.0309803 | val_loss: 0.0312483 | Time: 1635.81 ms [2022-01-01 07:12:09 main:574] : INFO : Epoch 1732 | loss: 0.0309987 | val_loss: 0.0312489 | Time: 1612.08 ms [2022-01-01 07:12:11 main:574] : INFO : Epoch 1733 | loss: 0.0309883 | val_loss: 0.0312386 | Time: 1675.13 ms [2022-01-01 07:12:13 main:574] : INFO : Epoch 1734 | loss: 0.0309832 | val_loss: 0.0312386 | Time: 1655.97 ms [2022-01-01 07:12:14 main:574] : INFO : Epoch 1735 | loss: 0.030982 | val_loss: 0.0312856 | Time: 1645.67 ms [2022-01-01 07:12:16 main:574] : INFO : Epoch 1736 | loss: 0.0309738 | val_loss: 0.0312685 | Time: 1651.6 ms [2022-01-01 07:12:18 main:574] : INFO : Epoch 1737 | loss: 0.0309776 | val_loss: 0.0312682 | Time: 1681.81 ms [2022-01-01 07:12:19 main:574] : INFO : Epoch 1738 | loss: 0.030977 | val_loss: 0.031261 | Time: 1671.84 ms [2022-01-01 07:12:21 main:574] : INFO : Epoch 1739 | loss: 0.030975 | val_loss: 0.0312684 | Time: 1697.59 ms [2022-01-01 07:12:23 main:574] : INFO : Epoch 1740 | loss: 0.0309827 | val_loss: 0.0312621 | Time: 1663.27 ms [2022-01-01 07:12:24 main:574] : INFO : Epoch 1741 | loss: 0.0309865 | val_loss: 0.0312543 | Time: 1652.24 ms [2022-01-01 07:12:26 main:574] : INFO : Epoch 1742 | loss: 0.0309799 | val_loss: 0.031257 | Time: 1668.66 ms [2022-01-01 07:12:28 main:574] : INFO : Epoch 1743 | loss: 0.0309886 | val_loss: 0.0312742 | Time: 1651.92 ms [2022-01-01 07:12:29 main:574] : INFO : Epoch 1744 | loss: 0.0309782 | val_loss: 0.0312461 | Time: 1643.7 ms [2022-01-01 07:12:31 main:574] : INFO : Epoch 1745 | loss: 0.0309707 | val_loss: 0.0312505 | Time: 1647.69 ms [2022-01-01 07:12:33 main:574] : INFO : Epoch 1746 | loss: 0.0309761 | val_loss: 0.0312626 | Time: 1689.08 ms [2022-01-01 07:12:34 main:574] : INFO : Epoch 1747 | loss: 0.0309689 | val_loss: 0.0312481 | Time: 1669.44 ms [2022-01-01 07:12:36 main:574] : INFO : Epoch 1748 | loss: 0.0309753 | val_loss: 0.0312426 | Time: 1655.48 ms [2022-01-01 07:12:38 main:574] : INFO : Epoch 1749 | loss: 0.0309794 | val_loss: 0.0312723 | Time: 1654.52 ms [2022-01-01 07:12:39 main:574] : INFO : Epoch 1750 | loss: 0.0309746 | val_loss: 0.0312486 | Time: 1658.41 ms [2022-01-01 07:12:41 main:574] : INFO : Epoch 1751 | loss: 0.0309747 | val_loss: 0.0312813 | Time: 1659.12 ms [2022-01-01 07:12:43 main:574] : INFO : Epoch 1752 | loss: 0.0309735 | val_loss: 0.0312814 | Time: 1660.07 ms [2022-01-01 07:12:44 main:574] : INFO : Epoch 1753 | loss: 0.0309661 | val_loss: 0.0312507 | Time: 1674.36 ms [2022-01-01 07:12:46 main:574] : INFO : Epoch 1754 | loss: 0.0309829 | val_loss: 0.0312519 | Time: 1663.01 ms [2022-01-01 07:12:48 main:574] : INFO : Epoch 1755 | loss: 0.0309852 | val_loss: 0.0312459 | Time: 1659.63 ms [2022-01-01 07:12:49 main:574] : INFO : Epoch 1756 | loss: 0.0309783 | val_loss: 0.0312557 | Time: 1674.11 ms [2022-01-01 07:12:51 main:574] : INFO : Epoch 1757 | loss: 0.0309797 | val_loss: 0.0312625 | Time: 1683.83 ms [2022-01-01 07:12:53 main:574] : INFO : Epoch 1758 | loss: 0.0309755 | val_loss: 0.0312754 | Time: 1647.02 ms [2022-01-01 07:12:54 main:574] : INFO : Epoch 1759 | loss: 0.0309798 | val_loss: 0.0312613 | Time: 1659.2 ms [2022-01-01 07:12:56 main:574] : INFO : Epoch 1760 | loss: 0.0309829 | val_loss: 0.0312567 | Time: 1654.12 ms [2022-01-01 07:12:58 main:574] : INFO : Epoch 1761 | loss: 0.0309825 | val_loss: 0.0312444 | Time: 1642.32 ms [2022-01-01 07:12:59 main:574] : INFO : Epoch 1762 | loss: 0.0309808 | val_loss: 0.0312651 | Time: 1661.01 ms [2022-01-01 07:13:01 main:574] : INFO : Epoch 1763 | loss: 0.0309803 | val_loss: 0.0312475 | Time: 1636.09 ms [2022-01-01 07:13:02 main:574] : INFO : Epoch 1764 | loss: 0.0309784 | val_loss: 0.0312577 | Time: 1653.91 ms [2022-01-01 07:13:04 main:574] : INFO : Epoch 1765 | loss: 0.0309725 | val_loss: 0.0312839 | Time: 1645.34 ms [2022-01-01 07:13:06 main:574] : INFO : Epoch 1766 | loss: 0.0309718 | val_loss: 0.0312444 | Time: 1636.57 ms [2022-01-01 07:13:07 main:574] : INFO : Epoch 1767 | loss: 0.0309784 | val_loss: 0.0312692 | Time: 1671.06 ms [2022-01-01 07:13:09 main:574] : INFO : Epoch 1768 | loss: 0.0309716 | val_loss: 0.0312511 | Time: 1693.04 ms [2022-01-01 07:13:11 main:574] : INFO : Epoch 1769 | loss: 0.030971 | val_loss: 0.0312648 | Time: 1703.45 ms [2022-01-01 07:13:13 main:574] : INFO : Epoch 1770 | loss: 0.0309663 | val_loss: 0.0312732 | Time: 1657.99 ms [2022-01-01 07:13:14 main:574] : INFO : Epoch 1771 | loss: 0.0309768 | val_loss: 0.0312608 | Time: 1644.27 ms [2022-01-01 07:13:16 main:574] : INFO : Epoch 1772 | loss: 0.0309779 | val_loss: 0.0312802 | Time: 1629.99 ms [2022-01-01 07:13:17 main:574] : INFO : Epoch 1773 | loss: 0.0309918 | val_loss: 0.0312653 | Time: 1665.63 ms [2022-01-01 07:13:19 main:574] : INFO : Epoch 1774 | loss: 0.0309833 | val_loss: 0.0312445 | Time: 1667.74 ms [2022-01-01 07:13:21 main:574] : INFO : Epoch 1775 | loss: 0.0309722 | val_loss: 0.031253 | Time: 1698.76 ms [2022-01-01 07:13:23 main:574] : INFO : Epoch 1776 | loss: 0.0309645 | val_loss: 0.0312734 | Time: 1667.53 ms [2022-01-01 07:13:24 main:574] : INFO : Epoch 1777 | loss: 0.0309781 | val_loss: 0.0312442 | Time: 1654.34 ms [2022-01-01 07:13:26 main:574] : INFO : Epoch 1778 | loss: 0.0309867 | val_loss: 0.031252 | Time: 1669.82 ms [2022-01-01 07:13:28 main:574] : INFO : Epoch 1779 | loss: 0.0309895 | val_loss: 0.0312613 | Time: 1690.22 ms [2022-01-01 07:13:29 main:574] : INFO : Epoch 1780 | loss: 0.0309772 | val_loss: 0.0312669 | Time: 1673.99 ms [2022-01-01 07:13:31 main:574] : INFO : Epoch 1781 | loss: 0.0309817 | val_loss: 0.0312462 | Time: 1664.11 ms [2022-01-01 07:13:33 main:574] : INFO : Epoch 1782 | loss: 0.0309818 | val_loss: 0.0312497 | Time: 1650.7 ms [2022-01-01 07:13:34 main:574] : INFO : Epoch 1783 | loss: 0.0309799 | val_loss: 0.0312549 | Time: 1652.99 ms [2022-01-01 07:13:36 main:574] : INFO : Epoch 1784 | loss: 0.030974 | val_loss: 0.031238 | Time: 1634.68 ms [2022-01-01 07:13:37 main:574] : INFO : Epoch 1785 | loss: 0.0309739 | val_loss: 0.0312761 | Time: 1673.53 ms [2022-01-01 07:13:39 main:574] : INFO : Epoch 1786 | loss: 0.0309664 | val_loss: 0.0312841 | Time: 1686.25 ms [2022-01-01 07:13:41 main:574] : INFO : Epoch 1787 | loss: 0.0309777 | val_loss: 0.03127 | Time: 1654.74 ms [2022-01-01 07:13:43 main:574] : INFO : Epoch 1788 | loss: 0.0309731 | val_loss: 0.0312546 | Time: 1660.12 ms [2022-01-01 07:13:44 main:574] : INFO : Epoch 1789 | loss: 0.0309726 | val_loss: 0.0312603 | Time: 1606.54 ms [2022-01-01 07:13:46 main:574] : INFO : Epoch 1790 | loss: 0.0309774 | val_loss: 0.0312687 | Time: 1654.99 ms [2022-01-01 07:13:47 main:574] : INFO : Epoch 1791 | loss: 0.0309828 | val_loss: 0.0312721 | Time: 1623.14 ms [2022-01-01 07:13:49 main:574] : INFO : Epoch 1792 | loss: 0.0309786 | val_loss: 0.0312743 | Time: 1669.48 ms [2022-01-01 07:13:51 main:574] : INFO : Epoch 1793 | loss: 0.0309746 | val_loss: 0.0312715 | Time: 1661.81 ms [2022-01-01 07:13:52 main:574] : INFO : Epoch 1794 | loss: 0.0309761 | val_loss: 0.0312519 | Time: 1678.34 ms [2022-01-01 07:13:54 main:574] : INFO : Epoch 1795 | loss: 0.030978 | val_loss: 0.0312485 | Time: 1698.86 ms [2022-01-01 07:13:56 main:574] : INFO : Epoch 1796 | loss: 0.0309801 | val_loss: 0.0312523 | Time: 1677.87 ms [2022-01-01 07:13:57 main:574] : INFO : Epoch 1797 | loss: 0.0309737 | val_loss: 0.03125 | Time: 1671.6 ms [2022-01-01 07:13:59 main:574] : INFO : Epoch 1798 | loss: 0.030967 | val_loss: 0.0312626 | Time: 1657.27 ms [2022-01-01 07:14:01 main:574] : INFO : Epoch 1799 | loss: 0.0309685 | val_loss: 0.0312589 | Time: 1647.55 ms [2022-01-01 07:14:02 main:574] : INFO : Epoch 1800 | loss: 0.0309752 | val_loss: 0.0312751 | Time: 1685.84 ms [2022-01-01 07:14:04 main:574] : INFO : Epoch 1801 | loss: 0.030967 | val_loss: 0.0312538 | Time: 1637.56 ms [2022-01-01 07:14:06 main:574] : INFO : Epoch 1802 | loss: 0.0309605 | val_loss: 0.0312674 | Time: 1639.67 ms [2022-01-01 07:14:07 main:574] : INFO : Epoch 1803 | loss: 0.0309747 | val_loss: 0.0312562 | Time: 1654.41 ms [2022-01-01 07:14:09 main:574] : INFO : Epoch 1804 | loss: 0.0309774 | val_loss: 0.0312544 | Time: 1645.61 ms [2022-01-01 07:14:11 main:574] : INFO : Epoch 1805 | loss: 0.0309728 | val_loss: 0.031272 | Time: 1665.46 ms [2022-01-01 07:14:12 main:574] : INFO : Epoch 1806 | loss: 0.030971 | val_loss: 0.0312598 | Time: 1654.69 ms [2022-01-01 07:14:14 main:574] : INFO : Epoch 1807 | loss: 0.030971 | val_loss: 0.0312585 | Time: 1663.79 ms [2022-01-01 07:14:16 main:574] : INFO : Epoch 1808 | loss: 0.0309732 | val_loss: 0.0313109 | Time: 1647.43 ms [2022-01-01 07:14:17 main:574] : INFO : Epoch 1809 | loss: 0.0309719 | val_loss: 0.0312635 | Time: 1658.35 ms [2022-01-01 07:14:19 main:574] : INFO : Epoch 1810 | loss: 0.0309749 | val_loss: 0.0312584 | Time: 1688.02 ms [2022-01-01 07:14:21 main:574] : INFO : Epoch 1811 | loss: 0.0309747 | val_loss: 0.031251 | Time: 1631.88 ms [2022-01-01 07:14:22 main:574] : INFO : Epoch 1812 | loss: 0.0309756 | val_loss: 0.031244 | Time: 1631.66 ms [2022-01-01 07:14:24 main:574] : INFO : Epoch 1813 | loss: 0.0309692 | val_loss: 0.0312766 | Time: 1633.82 ms [2022-01-01 07:14:26 main:574] : INFO : Epoch 1814 | loss: 0.0309653 | val_loss: 0.0312569 | Time: 1661.09 ms [2022-01-01 07:14:27 main:574] : INFO : Epoch 1815 | loss: 0.0309793 | val_loss: 0.0312556 | Time: 1722.24 ms [2022-01-01 07:14:29 main:574] : INFO : Epoch 1816 | loss: 0.0309763 | val_loss: 0.0312611 | Time: 1664.63 ms [2022-01-01 07:14:31 main:574] : INFO : Epoch 1817 | loss: 0.0309706 | val_loss: 0.0312579 | Time: 1663.34 ms [2022-01-01 07:14:32 main:574] : INFO : Epoch 1818 | loss: 0.03097 | val_loss: 0.0312547 | Time: 1665.94 ms [2022-01-01 07:14:34 main:574] : INFO : Epoch 1819 | loss: 0.0309776 | val_loss: 0.0312669 | Time: 1618.72 ms [2022-01-01 07:14:36 main:574] : INFO : Epoch 1820 | loss: 0.0309852 | val_loss: 0.0312755 | Time: 1657.54 ms [2022-01-01 07:14:37 main:574] : INFO : Epoch 1821 | loss: 0.0309828 | val_loss: 0.0312523 | Time: 1658.45 ms [2022-01-01 07:14:39 main:574] : INFO : Epoch 1822 | loss: 0.0309769 | val_loss: 0.0312781 | Time: 1658.36 ms [2022-01-01 07:14:41 main:574] : INFO : Epoch 1823 | loss: 0.0309718 | val_loss: 0.0312713 | Time: 1650.57 ms [2022-01-01 07:14:42 main:574] : INFO : Epoch 1824 | loss: 0.0309702 | val_loss: 0.0312724 | Time: 1650.8 ms [2022-01-01 07:14:44 main:574] : INFO : Epoch 1825 | loss: 0.0309679 | val_loss: 0.031258 | Time: 1666.01 ms [2022-01-01 07:14:46 main:574] : INFO : Epoch 1826 | loss: 0.0309719 | val_loss: 0.0312573 | Time: 1658.67 ms [2022-01-01 07:14:47 main:574] : INFO : Epoch 1827 | loss: 0.0309729 | val_loss: 0.03126 | Time: 1665.04 ms [2022-01-01 07:14:49 main:574] : INFO : Epoch 1828 | loss: 0.0309857 | val_loss: 0.0312448 | Time: 1664.79 ms [2022-01-01 07:14:51 main:574] : INFO : Epoch 1829 | loss: 0.0309897 | val_loss: 0.0312468 | Time: 1679.05 ms [2022-01-01 07:14:52 main:574] : INFO : Epoch 1830 | loss: 0.0309737 | val_loss: 0.0312721 | Time: 1666.09 ms [2022-01-01 07:14:54 main:574] : INFO : Epoch 1831 | loss: 0.0309702 | val_loss: 0.0312806 | Time: 1668.96 ms [2022-01-01 07:14:56 main:574] : INFO : Epoch 1832 | loss: 0.0309832 | val_loss: 0.0312693 | Time: 1666.8 ms [2022-01-01 07:14:57 main:574] : INFO : Epoch 1833 | loss: 0.0309818 | val_loss: 0.0312579 | Time: 1669.02 ms [2022-01-01 07:14:59 main:574] : INFO : Epoch 1834 | loss: 0.0309834 | val_loss: 0.031264 | Time: 1651.59 ms [2022-01-01 07:15:01 main:574] : INFO : Epoch 1835 | loss: 0.0309759 | val_loss: 0.03126 | Time: 1682.12 ms [2022-01-01 07:15:02 main:574] : INFO : Epoch 1836 | loss: 0.0309723 | val_loss: 0.0312686 | Time: 1669.63 ms [2022-01-01 07:15:04 main:574] : INFO : Epoch 1837 | loss: 0.0309754 | val_loss: 0.0312761 | Time: 1658.51 ms [2022-01-01 07:15:06 main:574] : INFO : Epoch 1838 | loss: 0.0309695 | val_loss: 0.0312822 | Time: 1664.16 ms [2022-01-01 07:15:07 main:574] : INFO : Epoch 1839 | loss: 0.0309649 | val_loss: 0.0312418 | Time: 1682.29 ms [2022-01-01 07:15:09 main:574] : INFO : Epoch 1840 | loss: 0.030971 | val_loss: 0.0312618 | Time: 1671.21 ms [2022-01-01 07:15:11 main:574] : INFO : Epoch 1841 | loss: 0.0309724 | val_loss: 0.031264 | Time: 1645.48 ms [2022-01-01 07:15:12 main:574] : INFO : Epoch 1842 | loss: 0.0309739 | val_loss: 0.0312648 | Time: 1655.49 ms [2022-01-01 07:15:14 main:574] : INFO : Epoch 1843 | loss: 0.0309736 | val_loss: 0.0312531 | Time: 1637.81 ms [2022-01-01 07:15:16 main:574] : INFO : Epoch 1844 | loss: 0.0309711 | val_loss: 0.0312681 | Time: 1660.94 ms [2022-01-01 07:15:17 main:574] : INFO : Epoch 1845 | loss: 0.0309707 | val_loss: 0.0312672 | Time: 1683.47 ms [2022-01-01 07:15:19 main:574] : INFO : Epoch 1846 | loss: 0.0309797 | val_loss: 0.0312349 | Time: 1640.52 ms [2022-01-01 07:15:21 main:574] : INFO : Epoch 1847 | loss: 0.0309832 | val_loss: 0.0312457 | Time: 1661.8 ms [2022-01-01 07:15:22 main:574] : INFO : Epoch 1848 | loss: 0.0309859 | val_loss: 0.0312546 | Time: 1665.29 ms [2022-01-01 07:15:24 main:574] : INFO : Epoch 1849 | loss: 0.0309807 | val_loss: 0.0312551 | Time: 1634.69 ms [2022-01-01 07:15:26 main:574] : INFO : Epoch 1850 | loss: 0.0309812 | val_loss: 0.0312647 | Time: 1675.13 ms [2022-01-01 07:15:27 main:574] : INFO : Epoch 1851 | loss: 0.0309696 | val_loss: 0.0312486 | Time: 1650.13 ms [2022-01-01 07:15:29 main:574] : INFO : Epoch 1852 | loss: 0.0309696 | val_loss: 0.0312644 | Time: 1671.77 ms [2022-01-01 07:15:31 main:574] : INFO : Epoch 1853 | loss: 0.0310126 | val_loss: 0.0312291 | Time: 1659.2 ms [2022-01-01 07:15:32 main:574] : INFO : Epoch 1854 | loss: 0.0309939 | val_loss: 0.0312507 | Time: 1678.84 ms [2022-01-01 07:15:34 main:574] : INFO : Epoch 1855 | loss: 0.0309833 | val_loss: 0.031267 | Time: 1658.97 ms [2022-01-01 07:15:36 main:574] : INFO : Epoch 1856 | loss: 0.0309742 | val_loss: 0.0312635 | Time: 1663.81 ms [2022-01-01 07:15:37 main:574] : INFO : Epoch 1857 | loss: 0.030975 | val_loss: 0.0312736 | Time: 1634.04 ms [2022-01-01 07:15:39 main:574] : INFO : Epoch 1858 | loss: 0.0309719 | val_loss: 0.031253 | Time: 1651.42 ms [2022-01-01 07:15:40 main:574] : INFO : Epoch 1859 | loss: 0.0309678 | val_loss: 0.0312716 | Time: 1639.69 ms [2022-01-01 07:15:42 main:574] : INFO : Epoch 1860 | loss: 0.0309753 | val_loss: 0.031281 | Time: 1666.55 ms [2022-01-01 07:15:44 main:574] : INFO : Epoch 1861 | loss: 0.0309705 | val_loss: 0.0312599 | Time: 1649.5 ms [2022-01-01 07:15:46 main:574] : INFO : Epoch 1862 | loss: 0.0309732 | val_loss: 0.03125 | Time: 1690.66 ms [2022-01-01 07:15:47 main:574] : INFO : Epoch 1863 | loss: 0.0309702 | val_loss: 0.0312582 | Time: 1694.34 ms [2022-01-01 07:15:49 main:574] : INFO : Epoch 1864 | loss: 0.0309784 | val_loss: 0.0312536 | Time: 1699.35 ms [2022-01-01 07:15:51 main:574] : INFO : Epoch 1865 | loss: 0.0309759 | val_loss: 0.0312512 | Time: 1656.43 ms [2022-01-01 07:15:52 main:574] : INFO : Epoch 1866 | loss: 0.0309735 | val_loss: 0.0312506 | Time: 1653.3 ms [2022-01-01 07:15:54 main:574] : INFO : Epoch 1867 | loss: 0.0309777 | val_loss: 0.0312704 | Time: 1659.64 ms [2022-01-01 07:15:56 main:574] : INFO : Epoch 1868 | loss: 0.0309714 | val_loss: 0.031246 | Time: 1652.64 ms [2022-01-01 07:15:57 main:574] : INFO : Epoch 1869 | loss: 0.0309808 | val_loss: 0.0312517 | Time: 1642.11 ms [2022-01-01 07:15:59 main:574] : INFO : Epoch 1870 | loss: 0.0309784 | val_loss: 0.0312685 | Time: 1657.71 ms [2022-01-01 07:16:00 main:574] : INFO : Epoch 1871 | loss: 0.0309738 | val_loss: 0.0312821 | Time: 1659.06 ms [2022-01-01 07:16:02 main:574] : INFO : Epoch 1872 | loss: 0.0309774 | val_loss: 0.0312355 | Time: 1685.14 ms [2022-01-01 07:16:04 main:574] : INFO : Epoch 1873 | loss: 0.0309761 | val_loss: 0.0312799 | Time: 1697.54 ms [2022-01-01 07:16:06 main:574] : INFO : Epoch 1874 | loss: 0.0309727 | val_loss: 0.031252 | Time: 1691.55 ms [2022-01-01 07:16:07 main:574] : INFO : Epoch 1875 | loss: 0.0309751 | val_loss: 0.0312819 | Time: 1646.52 ms [2022-01-01 07:16:09 main:574] : INFO : Epoch 1876 | loss: 0.0309808 | val_loss: 0.031269 | Time: 1658.78 ms [2022-01-01 07:16:11 main:574] : INFO : Epoch 1877 | loss: 0.0309766 | val_loss: 0.0312729 | Time: 1674.5 ms [2022-01-01 07:16:12 main:574] : INFO : Epoch 1878 | loss: 0.0309683 | val_loss: 0.031248 | Time: 1675.31 ms [2022-01-01 07:16:14 main:574] : INFO : Epoch 1879 | loss: 0.0309751 | val_loss: 0.0312566 | Time: 1628.15 ms [2022-01-01 07:16:16 main:574] : INFO : Epoch 1880 | loss: 0.0309842 | val_loss: 0.0312697 | Time: 1633.98 ms [2022-01-01 07:16:17 main:574] : INFO : Epoch 1881 | loss: 0.030979 | val_loss: 0.031274 | Time: 1649.37 ms [2022-01-01 07:16:19 main:574] : INFO : Epoch 1882 | loss: 0.0318653 | val_loss: 0.0380923 | Time: 1678.37 ms [2022-01-01 07:16:21 main:574] : INFO : Epoch 1883 | loss: nan | val_loss: nan | Time: 1682.3 ms [2022-01-01 07:16:22 main:574] : INFO : Epoch 1884 | loss: nan | val_loss: nan | Time: 1684.68 ms [2022-01-01 07:16:24 main:574] : INFO : Epoch 1885 | loss: nan | val_loss: nan | Time: 1688.22 ms [2022-01-01 07:16:26 main:574] : INFO : Epoch 1886 | loss: nan | val_loss: nan | Time: 1667.14 ms [2022-01-01 07:16:27 main:574] : INFO : Epoch 1887 | loss: nan | val_loss: nan | Time: 1670.26 ms [2022-01-01 07:16:29 main:574] : INFO : Epoch 1888 | loss: nan | val_loss: nan | Time: 1663.91 ms [2022-01-01 07:16:31 main:574] : INFO : Epoch 1889 | loss: nan | val_loss: nan | Time: 1670.11 ms [2022-01-01 07:16:32 main:574] : INFO : Epoch 1890 | loss: nan | val_loss: nan | Time: 1637.29 ms [2022-01-01 07:16:34 main:574] : INFO : Epoch 1891 | loss: nan | val_loss: nan | Time: 1664.53 ms [2022-01-01 07:16:36 main:574] : INFO : Epoch 1892 | loss: nan | val_loss: nan | Time: 1665.39 ms [2022-01-01 07:16:37 main:574] : INFO : Epoch 1893 | loss: nan | val_loss: nan | Time: 1676.68 ms [2022-01-01 07:16:39 main:574] : INFO : Epoch 1894 | loss: nan | val_loss: nan | Time: 1677.54 ms [2022-01-01 07:16:41 main:574] : INFO : Epoch 1895 | loss: nan | val_loss: nan | Time: 1679 ms [2022-01-01 07:16:42 main:574] : INFO : Epoch 1896 | loss: nan | val_loss: nan | Time: 1635.53 ms [2022-01-01 07:16:44 main:574] : INFO : Epoch 1897 | loss: nan | val_loss: nan | Time: 1663.69 ms [2022-01-01 07:16:46 main:574] : INFO : Epoch 1898 | loss: nan | val_loss: nan | Time: 1681.89 ms [2022-01-01 07:16:47 main:574] : INFO : Epoch 1899 | loss: nan | val_loss: nan | Time: 1683.82 ms [2022-01-01 07:16:49 main:574] : INFO : Epoch 1900 | loss: nan | val_loss: nan | Time: 1653.81 ms [2022-01-01 07:16:51 main:574] : INFO : Epoch 1901 | loss: nan | val_loss: nan | Time: 1666.68 ms [2022-01-01 07:16:52 main:574] : INFO : Epoch 1902 | loss: nan | val_loss: nan | Time: 1672.92 ms [2022-01-01 07:16:54 main:574] : INFO : Epoch 1903 | loss: nan | val_loss: nan | Time: 1691.44 ms [2022-01-01 07:16:56 main:574] : INFO : Epoch 1904 | loss: nan | val_loss: nan | Time: 1659.67 ms [2022-01-01 07:16:57 main:574] : INFO : Epoch 1905 | loss: nan | val_loss: nan | Time: 1631.55 ms [2022-01-01 07:16:59 main:574] : INFO : Epoch 1906 | loss: nan | val_loss: nan | Time: 1654.57 ms [2022-01-01 07:17:01 main:574] : INFO : Epoch 1907 | loss: nan | val_loss: nan | Time: 1654.39 ms [2022-01-01 07:17:02 main:574] : INFO : Epoch 1908 | loss: nan | val_loss: nan | Time: 1656.28 ms [2022-01-01 07:17:04 main:574] : INFO : Epoch 1909 | loss: nan | val_loss: nan | Time: 1640.55 ms [2022-01-01 07:17:06 main:574] : INFO : Epoch 1910 | loss: nan | val_loss: nan | Time: 1651.26 ms [2022-01-01 07:17:07 main:574] : INFO : Epoch 1911 | loss: nan | val_loss: nan | Time: 1676.69 ms [2022-01-01 07:17:09 main:574] : INFO : Epoch 1912 | loss: nan | val_loss: nan | Time: 1648.91 ms [2022-01-01 07:17:11 main:574] : INFO : Epoch 1913 | loss: nan | val_loss: nan | Time: 1632.37 ms [2022-01-01 07:17:12 main:574] : INFO : Epoch 1914 | loss: nan | val_loss: nan | Time: 1614.35 ms [2022-01-01 07:17:14 main:574] : INFO : Epoch 1915 | loss: nan | val_loss: nan | Time: 1642.83 ms [2022-01-01 07:17:15 main:574] : INFO : Epoch 1916 | loss: nan | val_loss: nan | Time: 1666.63 ms [2022-01-01 07:17:17 main:574] : INFO : Epoch 1917 | loss: nan | val_loss: nan | Time: 1675.42 ms [2022-01-01 07:17:19 main:574] : INFO : Epoch 1918 | loss: nan | val_loss: nan | Time: 1662.28 ms [2022-01-01 07:17:20 main:574] : INFO : Epoch 1919 | loss: nan | val_loss: nan | Time: 1660.53 ms [2022-01-01 07:17:22 main:574] : INFO : Epoch 1920 | loss: nan | val_loss: nan | Time: 1668.42 ms [2022-01-01 07:17:24 main:574] : INFO : Epoch 1921 | loss: nan | val_loss: nan | Time: 1646.01 ms [2022-01-01 07:17:25 main:574] : INFO : Epoch 1922 | loss: nan | val_loss: nan | Time: 1677.42 ms [2022-01-01 07:17:27 main:574] : INFO : Epoch 1923 | loss: nan | val_loss: nan | Time: 1661.8 ms [2022-01-01 07:17:29 main:574] : INFO : Epoch 1924 | loss: nan | val_loss: nan | Time: 1674.74 ms [2022-01-01 07:17:30 main:574] : INFO : Epoch 1925 | loss: nan | val_loss: nan | Time: 1638.28 ms [2022-01-01 07:17:32 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 1643.36 ms [2022-01-01 07:17:34 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 1696.02 ms [2022-01-01 07:17:35 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 1637.49 ms [2022-01-01 07:17:37 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 1628.5 ms [2022-01-01 07:17:39 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 1651.81 ms [2022-01-01 07:17:40 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 1653.72 ms [2022-01-01 07:17:42 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 1666.57 ms [2022-01-01 07:17:44 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 1668.62 ms [2022-01-01 07:17:45 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 1648.94 ms [2022-01-01 07:17:47 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 1661.21 ms [2022-01-01 07:17:49 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 1647.62 ms [2022-01-01 07:17:50 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 1636.26 ms [2022-01-01 07:17:52 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 1653.24 ms [2022-01-01 07:17:54 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 1646.43 ms [2022-01-01 07:17:55 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 1672.21 ms [2022-01-01 07:17:57 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 1672.86 ms [2022-01-01 07:17:59 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 1632.52 ms [2022-01-01 07:18:00 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 1675.82 ms [2022-01-01 07:18:02 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 1659.82 ms [2022-01-01 07:18:04 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 1655.53 ms [2022-01-01 07:18:05 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 1636.4 ms [2022-01-01 07:18:07 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 1648.68 ms [2022-01-01 07:18:09 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 1659.9 ms [2022-01-01 07:18:10 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 1669.35 ms [2022-01-01 07:18:12 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 1658.87 ms [2022-01-01 07:18:14 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 1694.33 ms [2022-01-01 07:18:15 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 1651.13 ms [2022-01-01 07:18:17 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 1668.38 ms [2022-01-01 07:18:19 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 1657.39 ms [2022-01-01 07:18:20 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 1625.22 ms [2022-01-01 07:18:22 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 1659.91 ms [2022-01-01 07:18:23 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 1649.32 ms [2022-01-01 07:18:25 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 1656.87 ms [2022-01-01 07:18:27 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 1643.41 ms [2022-01-01 07:18:28 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 1636.55 ms [2022-01-01 07:18:30 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 1632.64 ms [2022-01-01 07:18:32 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 1660.41 ms [2022-01-01 07:18:33 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 1655.52 ms [2022-01-01 07:18:35 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 1669.17 ms [2022-01-01 07:18:37 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 1649.36 ms [2022-01-01 07:18:38 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 1644.36 ms [2022-01-01 07:18:40 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 1657.2 ms [2022-01-01 07:18:42 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 1652.03 ms [2022-01-01 07:18:43 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 1672.98 ms [2022-01-01 07:18:45 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 1647.92 ms [2022-01-01 07:18:47 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 1666.94 ms [2022-01-01 07:18:48 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 1658.37 ms [2022-01-01 07:18:50 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1641.5 ms [2022-01-01 07:18:52 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 1649.34 ms [2022-01-01 07:18:53 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 1656.92 ms [2022-01-01 07:18:55 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 1661.52 ms [2022-01-01 07:18:57 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 1642.49 ms [2022-01-01 07:18:58 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 1675.6 ms [2022-01-01 07:19:00 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 1650.02 ms [2022-01-01 07:19:02 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1693.89 ms [2022-01-01 07:19:03 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 1651.97 ms [2022-01-01 07:19:05 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 1657.21 ms [2022-01-01 07:19:07 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 1655.22 ms [2022-01-01 07:19:08 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1660.1 ms [2022-01-01 07:19:10 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 1608.63 ms [2022-01-01 07:19:12 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1678.49 ms [2022-01-01 07:19:13 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 1669.04 ms [2022-01-01 07:19:15 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 1676.71 ms [2022-01-01 07:19:17 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 1662.05 ms [2022-01-01 07:19:18 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 1635.23 ms [2022-01-01 07:19:20 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 1639.7 ms [2022-01-01 07:19:22 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 1683.8 ms [2022-01-01 07:19:23 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1663.55 ms [2022-01-01 07:19:25 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 1641.49 ms [2022-01-01 07:19:26 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1651.25 ms [2022-01-01 07:19:28 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1668.57 ms [2022-01-01 07:19:30 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1647.45 ms [2022-01-01 07:19:31 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1653.61 ms [2022-01-01 07:19:33 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1678.46 ms [2022-01-01 07:19:35 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1649.01 ms [2022-01-01 07:19:37 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1698.61 ms [2022-01-01 07:19:38 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1670.7 ms [2022-01-01 07:19:40 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1664.03 ms [2022-01-01 07:19:42 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1654.62 ms [2022-01-01 07:19:43 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1669.47 ms [2022-01-01 07:19:45 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1667.72 ms [2022-01-01 07:19:46 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1641.47 ms [2022-01-01 07:19:48 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1659.21 ms [2022-01-01 07:19:50 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1649.74 ms [2022-01-01 07:19:51 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1652.43 ms [2022-01-01 07:19:53 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1650.21 ms [2022-01-01 07:19:55 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1642.99 ms [2022-01-01 07:19:56 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1669.73 ms [2022-01-01 07:19:58 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1634.29 ms [2022-01-01 07:20:00 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1641.17 ms [2022-01-01 07:20:01 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1673.72 ms [2022-01-01 07:20:03 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1651.53 ms [2022-01-01 07:20:05 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1675.07 ms [2022-01-01 07:20:06 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1670.79 ms [2022-01-01 07:20:08 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1606.68 ms [2022-01-01 07:20:10 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1639.45 ms [2022-01-01 07:20:11 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1666.75 ms [2022-01-01 07:20:13 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1650.44 ms [2022-01-01 07:20:15 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1659.64 ms [2022-01-01 07:20:16 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1641.88 ms [2022-01-01 07:20:18 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1648.67 ms [2022-01-01 07:20:20 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1645.15 ms [2022-01-01 07:20:21 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1671.03 ms [2022-01-01 07:20:23 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1664.18 ms [2022-01-01 07:20:25 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1653.52 ms [2022-01-01 07:20:26 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1661.6 ms [2022-01-01 07:20:28 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1678.87 ms [2022-01-01 07:20:30 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1657.58 ms [2022-01-01 07:20:31 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1653.46 ms [2022-01-01 07:20:33 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1670.74 ms [2022-01-01 07:20:35 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1648.08 ms [2022-01-01 07:20:36 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1643.71 ms [2022-01-01 07:20:38 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1646.49 ms [2022-01-01 07:20:40 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1659.38 ms [2022-01-01 07:20:41 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1666.59 ms [2022-01-01 07:20:43 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1656.32 ms [2022-01-01 07:20:45 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1665.16 ms [2022-01-01 07:20:46 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1629.21 ms [2022-01-01 07:20:48 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1664.07 ms [2022-01-01 07:20:49 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1659.27 ms [2022-01-01 07:20:51 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1666.1 ms [2022-01-01 07:20:53 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1647.07 ms [2022-01-01 07:20:54 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1641.59 ms [2022-01-01 07:20:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-01-01 07:20:54 main:603] : INFO : Saving end state to config to file [2022-01-01 07:20:54 main:608] : INFO : Success, exiting.. 07:20:54 (9008): 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)