Task 13187991
| Name | ParityModified-1647043078-2097-1-0_0 |
| Workunit | 10312151 |
| Created | 14 Mar 2022, 15:25:53 UTC |
| Sent | 22 Mar 2022, 1:36:23 UTC |
| Report deadline | 30 Mar 2022, 1:36:23 UTC |
| Received | 23 Mar 2022, 2:16:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12503 |
| Run time | 57 min 2 sec |
| CPU time | 56 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,746.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.29 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311685 | val_loss: 0.0311835 | Time: 1698.84 ms [2022-03-22 07:42:40 main:574] : INFO : Epoch 1543 | loss: 0.0311671 | val_loss: 0.0311833 | Time: 1638.01 ms [2022-03-22 07:42:42 main:574] : INFO : Epoch 1544 | loss: 0.0311665 | val_loss: 0.0311834 | Time: 1540.51 ms [2022-03-22 07:42:44 main:574] : INFO : Epoch 1545 | loss: 0.0311697 | val_loss: 0.0311829 | Time: 1702.96 ms [2022-03-22 07:42:45 main:574] : INFO : Epoch 1546 | loss: 0.0311647 | val_loss: 0.0311824 | Time: 1505.25 ms [2022-03-22 07:42:47 main:574] : INFO : Epoch 1547 | loss: 0.0311653 | val_loss: 0.0311789 | Time: 1706.66 ms [2022-03-22 07:42:48 main:574] : INFO : Epoch 1548 | loss: 0.0311666 | val_loss: 0.0311846 | Time: 1638.17 ms [2022-03-22 07:42:50 main:574] : INFO : Epoch 1549 | loss: 0.0311671 | val_loss: 0.0311851 | Time: 1554.71 ms [2022-03-22 07:42:52 main:574] : INFO : Epoch 1550 | loss: 0.031167 | val_loss: 0.0311891 | Time: 1709.68 ms [2022-03-22 07:42:53 main:574] : INFO : Epoch 1551 | loss: 0.0311699 | val_loss: 0.0311835 | Time: 1511.83 ms [2022-03-22 07:42:55 main:574] : INFO : Epoch 1552 | loss: 0.0311669 | val_loss: 0.0311814 | Time: 1698.65 ms [2022-03-22 07:42:57 main:574] : INFO : Epoch 1553 | loss: 0.0311648 | val_loss: 0.0311819 | Time: 1607.9 ms [2022-03-22 07:42:58 main:574] : INFO : Epoch 1554 | loss: 0.0311652 | val_loss: 0.0311815 | Time: 1563.1 ms [2022-03-22 07:43:00 main:574] : INFO : Epoch 1555 | loss: 0.0311632 | val_loss: 0.0311859 | Time: 1678.19 ms [2022-03-22 07:43:01 main:574] : INFO : Epoch 1556 | loss: 0.0311634 | val_loss: 0.0311825 | Time: 1508.04 ms [2022-03-22 07:43:03 main:574] : INFO : Epoch 1557 | loss: 0.0311623 | val_loss: 0.0311853 | Time: 1691.18 ms [2022-03-22 07:43:05 main:574] : INFO : Epoch 1558 | loss: 0.0311638 | val_loss: 0.0311821 | Time: 1590.53 ms [2022-03-22 07:43:06 main:574] : INFO : Epoch 1559 | loss: 0.0311641 | val_loss: 0.0311827 | Time: 1613.38 ms [2022-03-22 07:43:08 main:574] : INFO : Epoch 1560 | loss: 0.0311605 | val_loss: 0.0311846 | Time: 1662.47 ms [2022-03-22 07:43:09 main:574] : INFO : Epoch 1561 | loss: 0.0311605 | val_loss: 0.0311817 | Time: 1517.24 ms [2022-03-22 07:43:11 main:574] : INFO : Epoch 1562 | loss: 0.0311599 | val_loss: 0.0311897 | Time: 1656.13 ms [2022-03-22 07:43:13 main:574] : INFO : Epoch 1563 | loss: 0.0311636 | val_loss: 0.0311831 | Time: 1564.44 ms [2022-03-22 07:43:14 main:574] : INFO : Epoch 1564 | loss: 0.0311734 | val_loss: 0.0311887 | Time: 1625.73 ms [2022-03-22 07:43:16 main:574] : INFO : Epoch 1565 | loss: 0.0311815 | val_loss: 0.0311836 | Time: 1693.92 ms [2022-03-22 07:43:18 main:574] : INFO : Epoch 1566 | loss: 0.031177 | val_loss: 0.0311804 | Time: 1489.15 ms [2022-03-22 07:43:19 main:574] : INFO : Epoch 1567 | loss: 0.0311715 | val_loss: 0.0311811 | Time: 1708.38 ms [2022-03-22 07:43:21 main:574] : INFO : Epoch 1568 | loss: 0.031171 | val_loss: 0.0311885 | Time: 1607.61 ms [2022-03-22 07:43:23 main:574] : INFO : Epoch 1569 | loss: 0.0311695 | val_loss: 0.0311816 | Time: 1663.56 ms [2022-03-22 07:43:24 main:574] : INFO : Epoch 1570 | loss: 0.0311691 | val_loss: 0.0311835 | Time: 1718.96 ms [2022-03-22 07:43:26 main:574] : INFO : Epoch 1571 | loss: 0.0311645 | val_loss: 0.0311852 | Time: 1522.01 ms [2022-03-22 07:43:28 main:574] : INFO : Epoch 1572 | loss: 0.031165 | val_loss: 0.0311839 | Time: 1741.11 ms [2022-03-22 07:43:29 main:574] : INFO : Epoch 1573 | loss: 0.0311684 | val_loss: 0.0311842 | Time: 1545.22 ms [2022-03-22 07:43:31 main:574] : INFO : Epoch 1574 | loss: 0.0311647 | val_loss: 0.031183 | Time: 1637.53 ms [2022-03-22 07:43:32 main:574] : INFO : Epoch 1575 | loss: 0.0311651 | val_loss: 0.031182 | Time: 1678.6 ms [2022-03-22 07:43:34 main:574] : INFO : Epoch 1576 | loss: 0.0311613 | val_loss: 0.0311884 | Time: 1573.2 ms [2022-03-22 07:43:36 main:574] : INFO : Epoch 1577 | loss: 0.031164 | val_loss: 0.0311863 | Time: 1700.27 ms [2022-03-22 07:43:37 main:574] : INFO : Epoch 1578 | loss: 0.0311616 | val_loss: 0.0311852 | Time: 1539.93 ms [2022-03-22 07:43:39 main:574] : INFO : Epoch 1579 | loss: 0.0311605 | val_loss: 0.0311846 | Time: 1679.78 ms [2022-03-22 07:43:41 main:574] : INFO : Epoch 1580 | loss: 0.0311595 | val_loss: 0.0311849 | Time: 1653.33 ms [2022-03-22 07:43:42 main:574] : INFO : Epoch 1581 | loss: 0.0311583 | val_loss: 0.0311839 | Time: 1553.36 ms [2022-03-22 07:43:44 main:574] : INFO : Epoch 1582 | loss: 0.03116 | val_loss: 0.0311825 | Time: 1710.16 ms [2022-03-22 07:43:45 main:574] : INFO : Epoch 1583 | loss: 0.0311582 | val_loss: 0.0311829 | Time: 1531.89 ms [2022-03-22 07:43:47 main:574] : INFO : Epoch 1584 | loss: 0.0311583 | val_loss: 0.0311906 | Time: 1745.61 ms [2022-03-22 07:43:49 main:574] : INFO : Epoch 1585 | loss: 0.031158 | val_loss: 0.0311841 | Time: 1634.96 ms [2022-03-22 07:43:50 main:574] : INFO : Epoch 1586 | loss: 0.0311588 | val_loss: 0.031186 | Time: 1591.95 ms [2022-03-22 07:43:52 main:574] : INFO : Epoch 1587 | loss: 0.0311563 | val_loss: 0.0311834 | Time: 1719.05 ms [2022-03-22 07:43:54 main:574] : INFO : Epoch 1588 | loss: 0.0311554 | val_loss: 0.0311864 | Time: 1520.62 ms [2022-03-22 07:43:55 main:574] : INFO : Epoch 1589 | loss: 0.031154 | val_loss: 0.0311882 | Time: 1807.72 ms [2022-03-22 07:43:57 main:574] : INFO : Epoch 1590 | loss: 0.0311568 | val_loss: 0.0311893 | Time: 1750.12 ms [2022-03-22 07:43:59 main:574] : INFO : Epoch 1591 | loss: 0.0311588 | val_loss: 0.0311844 | Time: 1828.21 ms [2022-03-22 07:44:01 main:574] : INFO : Epoch 1592 | loss: 0.0311603 | val_loss: 0.0311886 | Time: 1775.57 ms [2022-03-22 07:44:03 main:574] : INFO : Epoch 1593 | loss: 0.0311629 | val_loss: 0.0311862 | Time: 1708.33 ms [2022-03-22 07:44:04 main:574] : INFO : Epoch 1594 | loss: 0.0311594 | val_loss: 0.0311809 | Time: 1959.99 ms [2022-03-22 07:44:06 main:574] : INFO : Epoch 1595 | loss: 0.031156 | val_loss: 0.0311888 | Time: 1613.87 ms [2022-03-22 07:44:08 main:574] : INFO : Epoch 1596 | loss: 0.0311598 | val_loss: 0.0311843 | Time: 1853.22 ms [2022-03-22 07:44:10 main:574] : INFO : Epoch 1597 | loss: 0.0311599 | val_loss: 0.0311902 | Time: 1534.91 ms [2022-03-22 07:44:11 main:574] : INFO : Epoch 1598 | loss: 0.0311634 | val_loss: 0.0311897 | Time: 1723.94 ms [2022-03-22 07:44:13 main:574] : INFO : Epoch 1599 | loss: 0.0311646 | val_loss: 0.031183 | Time: 1643.14 ms [2022-03-22 07:44:14 main:574] : INFO : Epoch 1600 | loss: 0.0311626 | val_loss: 0.0311804 | Time: 1577.82 ms [2022-03-22 07:44:16 main:574] : INFO : Epoch 1601 | loss: 0.0311591 | val_loss: 0.031182 | Time: 1737.32 ms [2022-03-22 07:44:18 main:574] : INFO : Epoch 1602 | loss: 0.0311612 | val_loss: 0.0311798 | Time: 1534.14 ms [2022-03-22 07:44:19 main:574] : INFO : Epoch 1603 | loss: 0.0311593 | val_loss: 0.0311834 | Time: 1694.58 ms [2022-03-22 07:44:21 main:574] : INFO : Epoch 1604 | loss: 0.0311576 | val_loss: 0.0311835 | Time: 1597.16 ms [2022-03-22 07:44:23 main:574] : INFO : Epoch 1605 | loss: 0.0311559 | val_loss: 0.0311842 | Time: 1625.07 ms [2022-03-22 07:44:24 main:574] : INFO : Epoch 1606 | loss: 0.0311535 | val_loss: 0.0311898 | Time: 1746.02 ms [2022-03-22 07:44:26 main:574] : INFO : Epoch 1607 | loss: 0.0311533 | val_loss: 0.0311872 | Time: 1681.02 ms [2022-03-22 07:44:28 main:574] : INFO : Epoch 1608 | loss: 0.0311543 | val_loss: 0.0311829 | Time: 2051.06 ms [2022-03-22 07:44:30 main:574] : INFO : Epoch 1609 | loss: 0.0311536 | val_loss: 0.0311856 | Time: 1746.27 ms [2022-03-22 07:44:32 main:574] : INFO : Epoch 1610 | loss: 0.0311532 | val_loss: 0.0311858 | Time: 1889.17 ms [2022-03-22 07:44:34 main:574] : INFO : Epoch 1611 | loss: 0.0311551 | val_loss: 0.0311922 | Time: 1642.06 ms [2022-03-22 07:44:35 main:574] : INFO : Epoch 1612 | loss: 0.0311556 | val_loss: 0.0311904 | Time: 1725.31 ms [2022-03-22 07:44:37 main:574] : INFO : Epoch 1613 | loss: 0.0311563 | val_loss: 0.0311874 | Time: 1697.69 ms [2022-03-22 07:44:39 main:574] : INFO : Epoch 1614 | loss: 0.0311583 | val_loss: 0.0311895 | Time: 1622.35 ms [2022-03-22 07:44:40 main:574] : INFO : Epoch 1615 | loss: 0.0311565 | val_loss: 0.0311838 | Time: 1764.54 ms [2022-03-22 07:44:42 main:574] : INFO : Epoch 1616 | loss: 0.0311544 | val_loss: 0.0311865 | Time: 1505.14 ms [2022-03-22 07:44:44 main:574] : INFO : Epoch 1617 | loss: 0.0311527 | val_loss: 0.0311876 | Time: 1795.29 ms [2022-03-22 07:44:45 main:574] : INFO : Epoch 1618 | loss: 0.0311507 | val_loss: 0.0311904 | Time: 1810.02 ms [2022-03-22 07:44:48 main:574] : INFO : Epoch 1619 | loss: 0.0311518 | val_loss: 0.0311824 | Time: 2175.59 ms [2022-03-22 07:44:49 main:574] : INFO : Epoch 1620 | loss: 0.0311556 | val_loss: 0.0311864 | Time: 1590.36 ms [2022-03-22 07:44:51 main:574] : INFO : Epoch 1621 | loss: 0.0311528 | val_loss: 0.0311914 | Time: 1624.97 ms [2022-03-22 07:44:53 main:574] : INFO : Epoch 1622 | loss: 0.0311582 | val_loss: 0.03118 | Time: 1761.2 ms [2022-03-22 07:44:54 main:574] : INFO : Epoch 1623 | loss: 0.0311534 | val_loss: 0.0311847 | Time: 1677.59 ms [2022-03-22 07:44:56 main:574] : INFO : Epoch 1624 | loss: 0.0311524 | val_loss: 0.0311888 | Time: 1696.67 ms [2022-03-22 07:44:58 main:574] : INFO : Epoch 1625 | loss: 0.0311518 | val_loss: 0.0311863 | Time: 1542.42 ms [2022-03-22 07:44:59 main:574] : INFO : Epoch 1626 | loss: 0.0311529 | val_loss: 0.0311867 | Time: 1696.81 ms [2022-03-22 07:45:01 main:574] : INFO : Epoch 1627 | loss: 0.0311525 | val_loss: 0.0311927 | Time: 1807.55 ms [2022-03-22 07:45:03 main:574] : INFO : Epoch 1628 | loss: 0.0311506 | val_loss: 0.0311861 | Time: 1671.18 ms [2022-03-22 07:45:04 main:574] : INFO : Epoch 1629 | loss: 0.0311492 | val_loss: 0.0311893 | Time: 1681.36 ms [2022-03-22 07:45:06 main:574] : INFO : Epoch 1630 | loss: 0.0311496 | val_loss: 0.0311845 | Time: 1554.29 ms [2022-03-22 07:45:08 main:574] : INFO : Epoch 1631 | loss: 0.0311514 | val_loss: 0.0311944 | Time: 1714.9 ms [2022-03-22 07:45:09 main:574] : INFO : Epoch 1632 | loss: 0.0311523 | val_loss: 0.0311873 | Time: 1571.94 ms [2022-03-22 07:45:11 main:574] : INFO : Epoch 1633 | loss: 0.0311495 | val_loss: 0.0311876 | Time: 1673.61 ms [2022-03-22 07:45:13 main:574] : INFO : Epoch 1634 | loss: 0.0311517 | val_loss: 0.0311923 | Time: 1697.97 ms [2022-03-22 07:45:14 main:574] : INFO : Epoch 1635 | loss: 0.0311519 | val_loss: 0.0311915 | Time: 1522.68 ms [2022-03-22 07:45:16 main:574] : INFO : Epoch 1636 | loss: 0.0311483 | val_loss: 0.0311885 | Time: 1758.72 ms [2022-03-22 07:45:18 main:574] : INFO : Epoch 1637 | loss: 0.0311489 | val_loss: 0.0311875 | Time: 1601.61 ms [2022-03-22 07:45:20 main:574] : INFO : Epoch 1638 | loss: 0.0311598 | val_loss: 0.0311822 | Time: 1922.93 ms [2022-03-22 07:45:21 main:574] : INFO : Epoch 1639 | loss: 0.0311563 | val_loss: 0.0311816 | Time: 1762.35 ms [2022-03-22 07:45:23 main:574] : INFO : Epoch 1640 | loss: 0.0311549 | val_loss: 0.0311854 | Time: 1680.83 ms [2022-03-22 07:45:35 main:574] : INFO : Epoch 1641 | loss: 0.0311497 | val_loss: 0.0311881 | Time: 11950.3 ms [2022-03-22 07:45:37 main:574] : INFO : Epoch 1642 | loss: 0.0311486 | val_loss: 0.0311882 | Time: 1600.34 ms [2022-03-22 07:45:38 main:574] : INFO : Epoch 1643 | loss: 0.0311498 | val_loss: 0.0311924 | Time: 1690.12 ms [2022-03-22 07:45:40 main:574] : INFO : Epoch 1644 | loss: 0.0311493 | val_loss: 0.0311924 | Time: 1525.34 ms [2022-03-22 07:45:42 main:574] : INFO : Epoch 1645 | loss: 0.0311567 | val_loss: 0.0311912 | Time: 1692.91 ms [2022-03-22 07:45:43 main:574] : INFO : Epoch 1646 | loss: 0.0311555 | val_loss: 0.0311843 | Time: 1616.25 ms [2022-03-22 07:45:45 main:574] : INFO : Epoch 1647 | loss: 0.0311525 | val_loss: 0.0311854 | Time: 1555.76 ms [2022-03-22 07:45:46 main:574] : INFO : Epoch 1648 | loss: 0.0311473 | val_loss: 0.0311929 | Time: 1697.14 ms [2022-03-22 07:45:48 main:574] : INFO : Epoch 1649 | loss: 0.0311479 | val_loss: 0.0311898 | Time: 1506.34 ms [2022-03-22 07:45:50 main:574] : INFO : Epoch 1650 | loss: 0.0311472 | val_loss: 0.0311894 | Time: 1689.45 ms [2022-03-22 07:45:51 main:574] : INFO : Epoch 1651 | loss: 0.0311462 | val_loss: 0.0311834 | Time: 1636.73 ms [2022-03-22 07:45:53 main:574] : INFO : Epoch 1652 | loss: 0.0311498 | val_loss: 0.0311908 | Time: 1589.55 ms [2022-03-22 07:45:55 main:574] : INFO : Epoch 1653 | loss: 0.031148 | val_loss: 0.0311877 | Time: 1658.11 ms [2022-03-22 07:45:56 main:574] : INFO : Epoch 1654 | loss: 0.0311463 | val_loss: 0.031196 | Time: 1506.64 ms [2022-03-22 07:45:58 main:574] : INFO : Epoch 1655 | loss: 0.0311439 | val_loss: 0.0311912 | Time: 1665.16 ms [2022-03-22 07:45:59 main:574] : INFO : Epoch 1656 | loss: 0.0311477 | val_loss: 0.0311884 | Time: 1593.83 ms [2022-03-22 07:46:01 main:574] : INFO : Epoch 1657 | loss: 0.0311455 | val_loss: 0.0311909 | Time: 1565.93 ms [2022-03-22 07:46:02 main:574] : INFO : Epoch 1658 | loss: 0.0311481 | val_loss: 0.0311854 | Time: 1617.38 ms [2022-03-22 07:46:04 main:574] : INFO : Epoch 1659 | loss: 0.0311491 | val_loss: 0.03119 | Time: 1459.55 ms [2022-03-22 07:46:06 main:574] : INFO : Epoch 1660 | loss: 0.0311493 | val_loss: 0.031189 | Time: 1647.59 ms [2022-03-22 07:46:07 main:574] : INFO : Epoch 1661 | loss: 0.0311477 | val_loss: 0.0311885 | Time: 1606.36 ms [2022-03-22 07:46:09 main:574] : INFO : Epoch 1662 | loss: 0.0311469 | val_loss: 0.0311868 | Time: 1552.81 ms [2022-03-22 07:46:10 main:574] : INFO : Epoch 1663 | loss: 0.0311443 | val_loss: 0.031193 | Time: 1674.14 ms [2022-03-22 07:46:12 main:574] : INFO : Epoch 1664 | loss: 0.0311444 | val_loss: 0.0311894 | Time: 1489.21 ms [2022-03-22 07:46:14 main:574] : INFO : Epoch 1665 | loss: 0.0311466 | val_loss: 0.0311878 | Time: 1732.15 ms [2022-03-22 07:46:15 main:574] : INFO : Epoch 1666 | loss: 0.0311481 | val_loss: 0.0311903 | Time: 1633.7 ms [2022-03-22 07:46:17 main:574] : INFO : Epoch 1667 | loss: 0.0311526 | val_loss: 0.0311831 | Time: 1553.28 ms [2022-03-22 07:46:19 main:574] : INFO : Epoch 1668 | loss: 0.031151 | val_loss: 0.031187 | Time: 1695.41 ms [2022-03-22 07:46:20 main:574] : INFO : Epoch 1669 | loss: 0.0311463 | val_loss: 0.0311863 | Time: 1547.82 ms [2022-03-22 07:46:22 main:574] : INFO : Epoch 1670 | loss: 0.0311493 | val_loss: 0.0311805 | Time: 1843.18 ms [2022-03-22 07:46:24 main:574] : INFO : Epoch 1671 | loss: 0.0311546 | val_loss: 0.0311845 | Time: 1616.2 ms [2022-03-22 07:46:25 main:574] : INFO : Epoch 1672 | loss: 0.0311478 | val_loss: 0.0311852 | Time: 1665.58 ms [2022-03-22 07:46:27 main:574] : INFO : Epoch 1673 | loss: 0.0311449 | val_loss: 0.0311893 | Time: 1688.47 ms [2022-03-22 07:46:28 main:574] : INFO : Epoch 1674 | loss: 0.0311469 | val_loss: 0.0311882 | Time: 1481.01 ms [2022-03-22 07:46:30 main:574] : INFO : Epoch 1675 | loss: 0.0311449 | val_loss: 0.0311879 | Time: 1727.47 ms [2022-03-22 07:46:32 main:574] : INFO : Epoch 1676 | loss: 0.0311476 | val_loss: 0.031188 | Time: 1559.99 ms [2022-03-22 07:46:33 main:574] : INFO : Epoch 1677 | loss: 0.0311468 | val_loss: 0.0311828 | Time: 1617.58 ms [2022-03-22 07:46:35 main:574] : INFO : Epoch 1678 | loss: 0.0311441 | val_loss: 0.0311897 | Time: 1704.65 ms [2022-03-22 07:46:37 main:574] : INFO : Epoch 1679 | loss: 0.0311431 | val_loss: 0.0311889 | Time: 1513.85 ms [2022-03-22 07:46:38 main:574] : INFO : Epoch 1680 | loss: 0.0311427 | val_loss: 0.0311937 | Time: 1676.48 ms [2022-03-22 07:46:40 main:574] : INFO : Epoch 1681 | loss: 0.0311469 | val_loss: 0.0311933 | Time: 1641.98 ms [2022-03-22 07:46:42 main:574] : INFO : Epoch 1682 | loss: 0.031145 | val_loss: 0.031189 | Time: 1679.38 ms [2022-03-22 07:46:43 main:574] : INFO : Epoch 1683 | loss: 0.0311495 | val_loss: 0.0311834 | Time: 1676.72 ms [2022-03-22 07:46:45 main:574] : INFO : Epoch 1684 | loss: 0.0311499 | val_loss: 0.0311884 | Time: 1544.15 ms [2022-03-22 07:46:47 main:574] : INFO : Epoch 1685 | loss: 0.0311792 | val_loss: 0.0312101 | Time: 1720.43 ms [2022-03-22 07:46:48 main:574] : INFO : Epoch 1686 | loss: 0.0312042 | val_loss: 0.0311925 | Time: 1523.53 ms [2022-03-22 07:46:50 main:574] : INFO : Epoch 1687 | loss: 0.0311906 | val_loss: 0.0311849 | Time: 1712.13 ms [2022-03-22 07:46:52 main:574] : INFO : Epoch 1688 | loss: 0.0311832 | val_loss: 0.0311858 | Time: 1640.43 ms [2022-03-22 07:46:53 main:574] : INFO : Epoch 1689 | loss: 0.031183 | val_loss: 0.0311806 | Time: 1591.62 ms [2022-03-22 07:46:55 main:574] : INFO : Epoch 1690 | loss: 0.031181 | val_loss: 0.0311911 | Time: 1666.39 ms [2022-03-22 07:46:56 main:574] : INFO : Epoch 1691 | loss: 0.0311786 | val_loss: 0.0311784 | Time: 1546.15 ms [2022-03-22 07:46:58 main:574] : INFO : Epoch 1692 | loss: 0.031175 | val_loss: 0.0311776 | Time: 1711.12 ms [2022-03-22 07:47:00 main:574] : INFO : Epoch 1693 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 1604.29 ms [2022-03-22 07:47:01 main:574] : INFO : Epoch 1694 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 1577.55 ms [2022-03-22 07:47:03 main:574] : INFO : Epoch 1695 | loss: 0.0311714 | val_loss: 0.0311793 | Time: 1703.97 ms [2022-03-22 07:47:04 main:574] : INFO : Epoch 1696 | loss: 0.031171 | val_loss: 0.031177 | Time: 1502.25 ms [2022-03-22 07:47:06 main:574] : INFO : Epoch 1697 | loss: 0.0311702 | val_loss: 0.031179 | Time: 1607.19 ms [2022-03-22 07:47:08 main:574] : INFO : Epoch 1698 | loss: 0.0311686 | val_loss: 0.0311766 | Time: 1573.37 ms [2022-03-22 07:47:09 main:574] : INFO : Epoch 1699 | loss: 0.0311681 | val_loss: 0.0311789 | Time: 1585.3 ms [2022-03-22 07:47:11 main:574] : INFO : Epoch 1700 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 1660.23 ms [2022-03-22 07:47:12 main:574] : INFO : Epoch 1701 | loss: 0.0311655 | val_loss: 0.0311791 | Time: 1521.69 ms [2022-03-22 07:47:14 main:574] : INFO : Epoch 1702 | loss: 0.0311671 | val_loss: 0.0311854 | Time: 1635.27 ms [2022-03-22 07:47:16 main:574] : INFO : Epoch 1703 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 1585.21 ms [2022-03-22 07:47:17 main:574] : INFO : Epoch 1704 | loss: 0.0311656 | val_loss: 0.0311785 | Time: 1603.19 ms [2022-03-22 07:47:19 main:574] : INFO : Epoch 1705 | loss: 0.031164 | val_loss: 0.031188 | Time: 1669.32 ms [2022-03-22 07:47:20 main:574] : INFO : Epoch 1706 | loss: 0.0311672 | val_loss: 0.0311773 | Time: 1507.45 ms [2022-03-22 07:47:22 main:574] : INFO : Epoch 1707 | loss: 0.0311629 | val_loss: 0.0311782 | Time: 1652.46 ms [2022-03-22 07:47:24 main:574] : INFO : Epoch 1708 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 1628.19 ms [2022-03-22 07:47:25 main:574] : INFO : Epoch 1709 | loss: 0.0311622 | val_loss: 0.0311858 | Time: 1631.03 ms [2022-03-22 07:47:27 main:574] : INFO : Epoch 1710 | loss: 0.0311622 | val_loss: 0.0311814 | Time: 1647.51 ms [2022-03-22 07:47:29 main:574] : INFO : Epoch 1711 | loss: 0.0311612 | val_loss: 0.0311777 | Time: 1520.59 ms [2022-03-22 07:47:30 main:574] : INFO : Epoch 1712 | loss: 0.0311601 | val_loss: 0.0311758 | Time: 1731.14 ms [2022-03-22 07:47:32 main:574] : INFO : Epoch 1713 | loss: 0.0311591 | val_loss: 0.0311772 | Time: 1559.83 ms [2022-03-22 07:47:34 main:574] : INFO : Epoch 1714 | loss: 0.0311597 | val_loss: 0.0311785 | Time: 1595.44 ms [2022-03-22 07:47:35 main:574] : INFO : Epoch 1715 | loss: 0.0311601 | val_loss: 0.0311862 | Time: 1652.28 ms [2022-03-22 07:47:37 main:574] : INFO : Epoch 1716 | loss: 0.0311605 | val_loss: 0.0311812 | Time: 1666.76 ms [2022-03-22 07:47:38 main:574] : INFO : Epoch 1717 | loss: 0.0311619 | val_loss: 0.0311789 | Time: 1651.43 ms [2022-03-22 07:47:40 main:574] : INFO : Epoch 1718 | loss: 0.0311607 | val_loss: 0.0311828 | Time: 1575.69 ms [2022-03-22 07:47:42 main:574] : INFO : Epoch 1719 | loss: 0.0311616 | val_loss: 0.031179 | Time: 1611.21 ms [2022-03-22 07:47:43 main:574] : INFO : Epoch 1720 | loss: 0.0311606 | val_loss: 0.031182 | Time: 1633.57 ms [2022-03-22 07:47:45 main:574] : INFO : Epoch 1721 | loss: 0.0311582 | val_loss: 0.0311767 | Time: 1507.15 ms [2022-03-22 07:47:47 main:574] : INFO : Epoch 1722 | loss: 0.031159 | val_loss: 0.0311813 | Time: 1752.19 ms [2022-03-22 07:47:48 main:574] : INFO : Epoch 1723 | loss: 0.0311576 | val_loss: 0.0311804 | Time: 1521.03 ms [2022-03-22 07:47:50 main:574] : INFO : Epoch 1724 | loss: 0.0311575 | val_loss: 0.0311815 | Time: 1633.05 ms [2022-03-22 07:47:51 main:574] : INFO : Epoch 1725 | loss: 0.0311553 | val_loss: 0.031176 | Time: 1680.09 ms [2022-03-22 07:47:53 main:574] : INFO : Epoch 1726 | loss: 0.0311556 | val_loss: 0.0311827 | Time: 1520.5 ms [2022-03-22 07:47:55 main:574] : INFO : Epoch 1727 | loss: 0.0311566 | val_loss: 0.0311798 | Time: 1668.64 ms [2022-03-22 07:47:56 main:574] : INFO : Epoch 1728 | loss: 0.0311596 | val_loss: 0.0311919 | Time: 1467.45 ms [2022-03-22 07:47:58 main:574] : INFO : Epoch 1729 | loss: 0.0311587 | val_loss: 0.0311777 | Time: 1482.01 ms [2022-03-22 07:47:59 main:574] : INFO : Epoch 1730 | loss: 0.0311565 | val_loss: 0.0311809 | Time: 1522.44 ms [2022-03-22 07:48:01 main:574] : INFO : Epoch 1731 | loss: 0.0311544 | val_loss: 0.0311753 | Time: 1471.43 ms [2022-03-22 07:48:02 main:574] : INFO : Epoch 1732 | loss: 0.0311571 | val_loss: 0.031188 | Time: 1505.65 ms [2022-03-22 07:48:04 main:574] : INFO : Epoch 1733 | loss: 0.0311583 | val_loss: 0.0311795 | Time: 1492.22 ms [2022-03-22 07:48:05 main:574] : INFO : Epoch 1734 | loss: 0.0311561 | val_loss: 0.0311898 | Time: 1478.72 ms [2022-03-22 07:48:07 main:574] : INFO : Epoch 1735 | loss: 0.0311897 | val_loss: 0.0312149 | Time: 1502.48 ms [2022-03-22 07:48:08 main:574] : INFO : Epoch 1736 | loss: 0.0311883 | val_loss: 0.0311849 | Time: 1470.32 ms [2022-03-22 07:48:10 main:574] : INFO : Epoch 1737 | loss: 0.0311758 | val_loss: 0.031179 | Time: 1492.39 ms [2022-03-22 07:48:11 main:574] : INFO : Epoch 1738 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 1514.27 ms [2022-03-22 07:48:13 main:574] : INFO : Epoch 1739 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 1471.86 ms [2022-03-22 07:48:14 main:574] : INFO : Epoch 1740 | loss: 0.0311657 | val_loss: 0.0311735 | Time: 1508.82 ms [2022-03-22 07:48:16 main:574] : INFO : Epoch 1741 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 1511.18 ms [2022-03-22 07:48:17 main:574] : INFO : Epoch 1742 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 1493.42 ms [2022-03-22 07:48:19 main:574] : INFO : Epoch 1743 | loss: 0.0311617 | val_loss: 0.0311756 | Time: 1537.66 ms [2022-03-22 07:48:20 main:574] : INFO : Epoch 1744 | loss: 0.0311612 | val_loss: 0.0311841 | Time: 1495.78 ms [2022-03-22 07:48:22 main:574] : INFO : Epoch 1745 | loss: 0.0311652 | val_loss: 0.031173 | Time: 1490.9 ms [2022-03-22 07:48:23 main:574] : INFO : Epoch 1746 | loss: 0.0311609 | val_loss: 0.0311765 | Time: 1521.68 ms [2022-03-22 07:48:25 main:574] : INFO : Epoch 1747 | loss: 0.0311582 | val_loss: 0.0311743 | Time: 1466.93 ms [2022-03-22 07:48:26 main:574] : INFO : Epoch 1748 | loss: 0.0311642 | val_loss: 0.0311733 | Time: 1509.89 ms [2022-03-22 07:48:28 main:574] : INFO : Epoch 1749 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 1509.72 ms [2022-03-22 07:48:29 main:574] : INFO : Epoch 1750 | loss: 0.0311606 | val_loss: 0.0311722 | Time: 1479.29 ms [2022-03-22 07:48:31 main:574] : INFO : Epoch 1751 | loss: 0.031163 | val_loss: 0.0311789 | Time: 1518.68 ms [2022-03-22 07:48:32 main:574] : INFO : Epoch 1752 | loss: 0.0311604 | val_loss: 0.0311741 | Time: 1520.22 ms [2022-03-22 07:48:34 main:574] : INFO : Epoch 1753 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 1540.52 ms [2022-03-22 07:48:35 main:574] : INFO : Epoch 1754 | loss: 0.0311607 | val_loss: 0.0311745 | Time: 1529.06 ms [2022-03-22 07:48:37 main:574] : INFO : Epoch 1755 | loss: 0.031163 | val_loss: 0.0311779 | Time: 1489.91 ms [2022-03-22 07:48:38 main:574] : INFO : Epoch 1756 | loss: 0.0311619 | val_loss: 0.0311892 | Time: 1552.57 ms [2022-03-22 07:48:40 main:574] : INFO : Epoch 1757 | loss: 0.0311558 | val_loss: 0.0311723 | Time: 1602.73 ms [2022-03-22 07:48:42 main:574] : INFO : Epoch 1758 | loss: 0.0311543 | val_loss: 0.0311728 | Time: 1577.92 ms [2022-03-22 07:48:43 main:574] : INFO : Epoch 1759 | loss: 0.0311542 | val_loss: 0.0311739 | Time: 1698.21 ms [2022-03-22 07:48:45 main:574] : INFO : Epoch 1760 | loss: 0.0311538 | val_loss: 0.0311727 | Time: 1526.24 ms [2022-03-22 07:48:47 main:574] : INFO : Epoch 1761 | loss: 0.0311505 | val_loss: 0.0311734 | Time: 1682.36 ms [2022-03-22 07:48:48 main:574] : INFO : Epoch 1762 | loss: 0.0311507 | val_loss: 0.0311754 | Time: 1590.47 ms [2022-03-22 07:48:50 main:574] : INFO : Epoch 1763 | loss: 0.0311531 | val_loss: 0.0311811 | Time: 1599.25 ms [2022-03-22 07:48:51 main:574] : INFO : Epoch 1764 | loss: 0.0311534 | val_loss: 0.0311768 | Time: 1683.37 ms [2022-03-22 07:48:53 main:574] : INFO : Epoch 1765 | loss: 0.0311505 | val_loss: 0.0311765 | Time: 1520.15 ms [2022-03-22 07:48:55 main:574] : INFO : Epoch 1766 | loss: 0.0311484 | val_loss: 0.0311772 | Time: 1671.97 ms [2022-03-22 07:48:56 main:574] : INFO : Epoch 1767 | loss: 0.03115 | val_loss: 0.0311746 | Time: 1586.55 ms [2022-03-22 07:48:58 main:574] : INFO : Epoch 1768 | loss: 0.0311494 | val_loss: 0.0311729 | Time: 1646.61 ms [2022-03-22 07:49:00 main:574] : INFO : Epoch 1769 | loss: 0.0311518 | val_loss: 0.0311803 | Time: 1678.81 ms [2022-03-22 07:49:01 main:574] : INFO : Epoch 1770 | loss: 0.0311516 | val_loss: 0.0311749 | Time: 1573.62 ms [2022-03-22 07:49:03 main:574] : INFO : Epoch 1771 | loss: 0.0311501 | val_loss: 0.031182 | Time: 1693.19 ms [2022-03-22 07:49:04 main:574] : INFO : Epoch 1772 | loss: 0.031148 | val_loss: 0.0311801 | Time: 1574.58 ms [2022-03-22 07:49:06 main:574] : INFO : Epoch 1773 | loss: 0.0311471 | val_loss: 0.0311771 | Time: 1611.49 ms [2022-03-22 07:49:08 main:574] : INFO : Epoch 1774 | loss: 0.0311502 | val_loss: 0.0311847 | Time: 1650.54 ms [2022-03-22 07:49:09 main:574] : INFO : Epoch 1775 | loss: 0.031146 | val_loss: 0.0311779 | Time: 1514.79 ms [2022-03-22 07:49:11 main:574] : INFO : Epoch 1776 | loss: 0.0311459 | val_loss: 0.0311776 | Time: 1703.68 ms [2022-03-22 07:49:12 main:574] : INFO : Epoch 1777 | loss: 0.0311463 | val_loss: 0.0311798 | Time: 1548.68 ms [2022-03-22 07:49:14 main:574] : INFO : Epoch 1778 | loss: 0.0311469 | val_loss: 0.0311762 | Time: 1628.06 ms [2022-03-22 07:49:16 main:574] : INFO : Epoch 1779 | loss: 0.0311466 | val_loss: 0.0311764 | Time: 1682.91 ms [2022-03-22 07:49:17 main:574] : INFO : Epoch 1780 | loss: 0.031151 | val_loss: 0.0311792 | Time: 1546.12 ms [2022-03-22 07:49:19 main:574] : INFO : Epoch 1781 | loss: 0.0311475 | val_loss: 0.031174 | Time: 1724.77 ms [2022-03-22 07:49:21 main:574] : INFO : Epoch 1782 | loss: 0.0311472 | val_loss: 0.0311744 | Time: 1514.09 ms [2022-03-22 07:49:22 main:574] : INFO : Epoch 1783 | loss: 0.0311443 | val_loss: 0.0311775 | Time: 1618.26 ms [2022-03-22 07:49:24 main:574] : INFO : Epoch 1784 | loss: 0.0311446 | val_loss: 0.031183 | Time: 1689.96 ms [2022-03-22 07:49:25 main:574] : INFO : Epoch 1785 | loss: 0.0311434 | val_loss: 0.031177 | Time: 1520.6 ms [2022-03-22 07:49:27 main:574] : INFO : Epoch 1786 | loss: 0.0311476 | val_loss: 0.0311783 | Time: 1648.18 ms [2022-03-22 07:49:29 main:574] : INFO : Epoch 1787 | loss: 0.0311536 | val_loss: 0.0311779 | Time: 1568.1 ms [2022-03-22 07:49:30 main:574] : INFO : Epoch 1788 | loss: 0.0311502 | val_loss: 0.0311777 | Time: 1686.09 ms [2022-03-22 07:49:32 main:574] : INFO : Epoch 1789 | loss: 0.0311463 | val_loss: 0.0311741 | Time: 1655.87 ms [2022-03-22 07:49:34 main:574] : INFO : Epoch 1790 | loss: 0.0311454 | val_loss: 0.0311757 | Time: 1530.5 ms [2022-03-22 07:49:35 main:574] : INFO : Epoch 1791 | loss: 0.0311437 | val_loss: 0.031177 | Time: 1681.06 ms [2022-03-22 07:49:37 main:574] : INFO : Epoch 1792 | loss: 0.031147 | val_loss: 0.0311755 | Time: 1515.61 ms [2022-03-22 07:49:38 main:574] : INFO : Epoch 1793 | loss: 0.0311469 | val_loss: 0.0311757 | Time: 1631.52 ms [2022-03-22 07:49:40 main:574] : INFO : Epoch 1794 | loss: 0.0311479 | val_loss: 0.031174 | Time: 1638.84 ms [2022-03-22 07:49:42 main:574] : INFO : Epoch 1795 | loss: 0.0311461 | val_loss: 0.0311745 | Time: 1532.79 ms [2022-03-22 07:49:43 main:574] : INFO : Epoch 1796 | loss: 0.031148 | val_loss: 0.0311772 | Time: 1707.58 ms [2022-03-22 07:49:45 main:574] : INFO : Epoch 1797 | loss: 0.0311453 | val_loss: 0.0311754 | Time: 1528.1 ms [2022-03-22 07:49:47 main:574] : INFO : Epoch 1798 | loss: 0.0311451 | val_loss: 0.0311767 | Time: 1671.16 ms [2022-03-22 07:49:48 main:574] : INFO : Epoch 1799 | loss: 0.0311448 | val_loss: 0.0311736 | Time: 1640.03 ms [2022-03-22 07:49:50 main:574] : INFO : Epoch 1800 | loss: 0.0311426 | val_loss: 0.0311763 | Time: 1609.21 ms [2022-03-22 07:49:52 main:574] : INFO : Epoch 1801 | loss: 0.0311452 | val_loss: 0.0311906 | Time: 1699.2 ms [2022-03-22 07:49:53 main:574] : INFO : Epoch 1802 | loss: 0.0311474 | val_loss: 0.0311787 | Time: 1517.03 ms [2022-03-22 07:49:55 main:574] : INFO : Epoch 1803 | loss: 0.0311457 | val_loss: 0.031174 | Time: 1723.06 ms [2022-03-22 07:49:56 main:574] : INFO : Epoch 1804 | loss: 0.0311433 | val_loss: 0.0311786 | Time: 1637.58 ms [2022-03-22 07:49:58 main:574] : INFO : Epoch 1805 | loss: 0.0311435 | val_loss: 0.0311738 | Time: 1580.91 ms [2022-03-22 07:50:00 main:574] : INFO : Epoch 1806 | loss: 0.0311403 | val_loss: 0.0311775 | Time: 1684.73 ms [2022-03-22 07:50:01 main:574] : INFO : Epoch 1807 | loss: 0.031139 | val_loss: 0.0311769 | Time: 1626.88 ms [2022-03-22 07:50:03 main:574] : INFO : Epoch 1808 | loss: 0.0311373 | val_loss: 0.0311871 | Time: 1770.09 ms [2022-03-22 07:50:05 main:574] : INFO : Epoch 1809 | loss: 0.0311437 | val_loss: 0.0311825 | Time: 1555.22 ms [2022-03-22 07:50:06 main:574] : INFO : Epoch 1810 | loss: 0.03115 | val_loss: 0.0311754 | Time: 1708.3 ms [2022-03-22 07:50:08 main:574] : INFO : Epoch 1811 | loss: 0.0311489 | val_loss: 0.0311745 | Time: 1698.15 ms [2022-03-22 07:50:10 main:574] : INFO : Epoch 1812 | loss: 0.0311486 | val_loss: 0.0311717 | Time: 1539.35 ms [2022-03-22 07:50:11 main:574] : INFO : Epoch 1813 | loss: 0.0311453 | val_loss: 0.0311794 | Time: 1731.77 ms [2022-03-22 07:50:13 main:574] : INFO : Epoch 1814 | loss: 0.0311419 | val_loss: 0.0311787 | Time: 1543.75 ms [2022-03-22 07:50:15 main:574] : INFO : Epoch 1815 | loss: 0.0311425 | val_loss: 0.0311763 | Time: 1715.55 ms [2022-03-22 07:50:16 main:574] : INFO : Epoch 1816 | loss: 0.031139 | val_loss: 0.0311794 | Time: 1678.56 ms [2022-03-22 07:50:18 main:574] : INFO : Epoch 1817 | loss: 0.031139 | val_loss: 0.0311741 | Time: 1515.93 ms [2022-03-22 07:50:20 main:574] : INFO : Epoch 1818 | loss: 0.0311412 | val_loss: 0.0311821 | Time: 1707.68 ms [2022-03-22 07:50:21 main:574] : INFO : Epoch 1819 | loss: 0.0311408 | val_loss: 0.0311783 | Time: 1529.57 ms [2022-03-22 07:50:23 main:574] : INFO : Epoch 1820 | loss: 0.03114 | val_loss: 0.0311714 | Time: 1692.84 ms [2022-03-22 07:50:24 main:574] : INFO : Epoch 1821 | loss: 0.031138 | val_loss: 0.0311859 | Time: 1646.23 ms [2022-03-22 07:50:26 main:574] : INFO : Epoch 1822 | loss: 0.0311405 | val_loss: 0.0311766 | Time: 1542 ms [2022-03-22 07:50:28 main:574] : INFO : Epoch 1823 | loss: 0.0311427 | val_loss: 0.0311798 | Time: 1728.23 ms [2022-03-22 07:50:29 main:574] : INFO : Epoch 1824 | loss: 0.0311421 | val_loss: 0.0311775 | Time: 1528.47 ms [2022-03-22 07:50:31 main:574] : INFO : Epoch 1825 | loss: 0.0311389 | val_loss: 0.0311778 | Time: 1721.31 ms [2022-03-22 07:50:33 main:574] : INFO : Epoch 1826 | loss: 0.0311389 | val_loss: 0.0311744 | Time: 1631.22 ms [2022-03-22 07:50:34 main:574] : INFO : Epoch 1827 | loss: 0.0311374 | val_loss: 0.0311797 | Time: 1768.43 ms [2022-03-22 07:50:36 main:574] : INFO : Epoch 1828 | loss: 0.031138 | val_loss: 0.0311766 | Time: 1858.51 ms [2022-03-22 07:50:38 main:574] : INFO : Epoch 1829 | loss: 0.0311393 | val_loss: 0.0311786 | Time: 1634.71 ms [2022-03-22 07:50:40 main:574] : INFO : Epoch 1830 | loss: 0.031138 | val_loss: 0.0311732 | Time: 1856.48 ms [2022-03-22 07:50:41 main:574] : INFO : Epoch 1831 | loss: 0.0311403 | val_loss: 0.0311769 | Time: 1593.43 ms [2022-03-22 07:50:43 main:574] : INFO : Epoch 1832 | loss: 0.0311389 | val_loss: 0.0311795 | Time: 1852.99 ms [2022-03-22 07:50:45 main:574] : INFO : Epoch 1833 | loss: 0.031138 | val_loss: 0.0311786 | Time: 1661.07 ms [2022-03-22 07:50:47 main:574] : INFO : Epoch 1834 | loss: 0.0311363 | val_loss: 0.0311724 | Time: 1681.76 ms [2022-03-22 07:50:48 main:574] : INFO : Epoch 1835 | loss: 0.0311344 | val_loss: 0.0311751 | Time: 1653.31 ms [2022-03-22 07:50:50 main:574] : INFO : Epoch 1836 | loss: 0.031134 | val_loss: 0.0311763 | Time: 1522.64 ms [2022-03-22 07:50:51 main:574] : INFO : Epoch 1837 | loss: 0.031133 | val_loss: 0.0311814 | Time: 1675.27 ms [2022-03-22 07:50:53 main:574] : INFO : Epoch 1838 | loss: 0.0311332 | val_loss: 0.0311755 | Time: 1550.84 ms [2022-03-22 07:50:55 main:574] : INFO : Epoch 1839 | loss: 0.0311335 | val_loss: 0.0311836 | Time: 1701.03 ms [2022-03-22 07:50:57 main:574] : INFO : Epoch 1840 | loss: 0.0311338 | val_loss: 0.031176 | Time: 1840.23 ms [2022-03-22 07:50:58 main:574] : INFO : Epoch 1841 | loss: 0.0311339 | val_loss: 0.0311793 | Time: 1672.64 ms [2022-03-22 07:51:00 main:574] : INFO : Epoch 1842 | loss: 0.0311339 | val_loss: 0.0311785 | Time: 1934.33 ms [2022-03-22 07:51:02 main:574] : INFO : Epoch 1843 | loss: 0.0311364 | val_loss: 0.0311796 | Time: 1529.03 ms [2022-03-22 07:51:03 main:574] : INFO : Epoch 1844 | loss: 0.0311409 | val_loss: 0.0311841 | Time: 1726.78 ms [2022-03-22 07:51:05 main:574] : INFO : Epoch 1845 | loss: 0.0311427 | val_loss: 0.031176 | Time: 1552.92 ms [2022-03-22 07:51:07 main:574] : INFO : Epoch 1846 | loss: 0.0311394 | val_loss: 0.0311807 | Time: 1643.88 ms [2022-03-22 07:51:08 main:574] : INFO : Epoch 1847 | loss: 0.0311348 | val_loss: 0.0311788 | Time: 1648.03 ms [2022-03-22 07:51:10 main:574] : INFO : Epoch 1848 | loss: 0.0311329 | val_loss: 0.0311847 | Time: 1536.34 ms [2022-03-22 07:51:12 main:574] : INFO : Epoch 1849 | loss: 0.0311322 | val_loss: 0.0311854 | Time: 1709.72 ms [2022-03-22 07:51:13 main:574] : INFO : Epoch 1850 | loss: 0.0311348 | val_loss: 0.0311809 | Time: 1552.77 ms [2022-03-22 07:51:15 main:574] : INFO : Epoch 1851 | loss: 0.0311319 | val_loss: 0.0311774 | Time: 1652.48 ms [2022-03-22 07:51:16 main:574] : INFO : Epoch 1852 | loss: 0.0311344 | val_loss: 0.0311831 | Time: 1653.7 ms [2022-03-22 07:51:18 main:574] : INFO : Epoch 1853 | loss: 0.0311367 | val_loss: 0.0311811 | Time: 1563.48 ms [2022-03-22 07:51:20 main:574] : INFO : Epoch 1854 | loss: 0.0311347 | val_loss: 0.0311809 | Time: 1678.84 ms [2022-03-22 07:51:21 main:574] : INFO : Epoch 1855 | loss: 0.0311346 | val_loss: 0.0311844 | Time: 1532.77 ms [2022-03-22 07:51:23 main:574] : INFO : Epoch 1856 | loss: 0.0311429 | val_loss: 0.0311811 | Time: 1720.97 ms [2022-03-22 07:51:25 main:574] : INFO : Epoch 1857 | loss: 0.0311425 | val_loss: 0.0311787 | Time: 1634.48 ms [2022-03-22 07:51:26 main:574] : INFO : Epoch 1858 | loss: 0.0311326 | val_loss: 0.0311831 | Time: 1571.48 ms [2022-03-22 07:51:28 main:574] : INFO : Epoch 1859 | loss: 0.031133 | val_loss: 0.0311834 | Time: 1675.8 ms [2022-03-22 07:51:29 main:574] : INFO : Epoch 1860 | loss: 0.0311315 | val_loss: 0.0311789 | Time: 1532.35 ms [2022-03-22 07:51:31 main:574] : INFO : Epoch 1861 | loss: 0.0311332 | val_loss: 0.031183 | Time: 1744.47 ms [2022-03-22 07:51:33 main:574] : INFO : Epoch 1862 | loss: 0.0311345 | val_loss: 0.0311872 | Time: 1620.67 ms [2022-03-22 07:51:34 main:574] : INFO : Epoch 1863 | loss: 0.0311299 | val_loss: 0.0311829 | Time: 1598.08 ms [2022-03-22 07:51:36 main:574] : INFO : Epoch 1864 | loss: 0.0311347 | val_loss: 0.0311747 | Time: 1711.51 ms [2022-03-22 07:51:38 main:574] : INFO : Epoch 1865 | loss: 0.0311373 | val_loss: 0.0311862 | Time: 1512.51 ms [2022-03-22 07:51:39 main:574] : INFO : Epoch 1866 | loss: 0.0311364 | val_loss: 0.0311982 | Time: 1739.91 ms [2022-03-22 07:51:41 main:574] : INFO : Epoch 1867 | loss: 0.0311366 | val_loss: 0.0311877 | Time: 1641.44 ms [2022-03-22 07:51:43 main:574] : INFO : Epoch 1868 | loss: 0.0311327 | val_loss: 0.0311857 | Time: 1625.73 ms [2022-03-22 07:51:44 main:574] : INFO : Epoch 1869 | loss: 0.031134 | val_loss: 0.0311833 | Time: 1713.48 ms [2022-03-22 07:51:46 main:574] : INFO : Epoch 1870 | loss: 0.0311339 | val_loss: 0.0311833 | Time: 1497.01 ms [2022-03-22 07:51:48 main:574] : INFO : Epoch 1871 | loss: 0.0311332 | val_loss: 0.0311832 | Time: 1687.54 ms [2022-03-22 07:51:49 main:574] : INFO : Epoch 1872 | loss: 0.031129 | val_loss: 0.0311812 | Time: 1563.38 ms [2022-03-22 07:51:51 main:574] : INFO : Epoch 1873 | loss: 0.0311315 | val_loss: 0.0311855 | Time: 1653.42 ms [2022-03-22 07:51:53 main:574] : INFO : Epoch 1874 | loss: 0.031136 | val_loss: 0.0311778 | Time: 1703.22 ms [2022-03-22 07:51:54 main:574] : INFO : Epoch 1875 | loss: 0.0311309 | val_loss: 0.0311888 | Time: 1507.17 ms [2022-03-22 07:51:56 main:574] : INFO : Epoch 1876 | loss: 0.031134 | val_loss: 0.0311876 | Time: 1725.78 ms [2022-03-22 07:51:57 main:574] : INFO : Epoch 1877 | loss: 0.031131 | val_loss: 0.0311891 | Time: 1554.09 ms [2022-03-22 07:51:59 main:574] : INFO : Epoch 1878 | loss: 0.0311317 | val_loss: 0.0311974 | Time: 1654.61 ms [2022-03-22 07:52:01 main:574] : INFO : Epoch 1879 | loss: 0.0311367 | val_loss: 0.0311792 | Time: 1691.91 ms [2022-03-22 07:52:02 main:574] : INFO : Epoch 1880 | loss: 0.0311328 | val_loss: 0.0311867 | Time: 1557.76 ms [2022-03-22 07:52:04 main:574] : INFO : Epoch 1881 | loss: 0.0311297 | val_loss: 0.0311816 | Time: 1687.91 ms [2022-03-22 07:52:05 main:574] : INFO : Epoch 1882 | loss: 0.0311287 | val_loss: 0.031188 | Time: 1495.33 ms [2022-03-22 07:52:07 main:574] : INFO : Epoch 1883 | loss: 0.031131 | val_loss: 0.031182 | Time: 1691.69 ms [2022-03-22 07:52:09 main:574] : INFO : Epoch 1884 | loss: 0.0311279 | val_loss: 0.0311909 | Time: 1653.8 ms [2022-03-22 07:52:10 main:574] : INFO : Epoch 1885 | loss: 0.0311308 | val_loss: 0.0311784 | Time: 1591.3 ms [2022-03-22 07:52:12 main:574] : INFO : Epoch 1886 | loss: 0.0311262 | val_loss: 0.0311976 | Time: 1694.88 ms [2022-03-22 07:52:14 main:574] : INFO : Epoch 1887 | loss: 0.0311322 | val_loss: 0.0311876 | Time: 1544.75 ms [2022-03-22 07:52:15 main:574] : INFO : Epoch 1888 | loss: 0.0311278 | val_loss: 0.0311849 | Time: 1744.37 ms [2022-03-22 07:52:17 main:574] : INFO : Epoch 1889 | loss: 0.0311268 | val_loss: 0.0311841 | Time: 1594.55 ms [2022-03-22 07:52:19 main:574] : INFO : Epoch 1890 | loss: 0.0311309 | val_loss: 0.0311808 | Time: 1589.8 ms [2022-03-22 07:52:20 main:574] : INFO : Epoch 1891 | loss: 0.0311295 | val_loss: 0.0311827 | Time: 1691.12 ms [2022-03-22 07:52:22 main:574] : INFO : Epoch 1892 | loss: 0.0311316 | val_loss: 0.0311875 | Time: 1538.63 ms [2022-03-22 07:52:24 main:574] : INFO : Epoch 1893 | loss: 0.0311339 | val_loss: 0.0311813 | Time: 1757.51 ms [2022-03-22 07:52:25 main:574] : INFO : Epoch 1894 | loss: 0.0311339 | val_loss: 0.0311807 | Time: 1575.12 ms [2022-03-22 07:52:27 main:574] : INFO : Epoch 1895 | loss: 0.0311332 | val_loss: 0.0311842 | Time: 1646.3 ms [2022-03-22 07:52:29 main:574] : INFO : Epoch 1896 | loss: 0.0311308 | val_loss: 0.0311848 | Time: 1694.69 ms [2022-03-22 07:52:30 main:574] : INFO : Epoch 1897 | loss: 0.0311302 | val_loss: 0.0311807 | Time: 1579.89 ms [2022-03-22 07:52:32 main:574] : INFO : Epoch 1898 | loss: 0.0311329 | val_loss: 0.031183 | Time: 1691.42 ms [2022-03-22 07:52:33 main:574] : INFO : Epoch 1899 | loss: 0.0311316 | val_loss: 0.0311861 | Time: 1571.09 ms [2022-03-22 07:52:35 main:574] : INFO : Epoch 1900 | loss: 0.0311284 | val_loss: 0.0311861 | Time: 1639.08 ms [2022-03-22 07:52:37 main:574] : INFO : Epoch 1901 | loss: 0.0311319 | val_loss: 0.0311855 | Time: 1692.63 ms [2022-03-22 07:52:38 main:574] : INFO : Epoch 1902 | loss: 0.0311298 | val_loss: 0.0311906 | Time: 1521.06 ms [2022-03-22 07:52:40 main:574] : INFO : Epoch 1903 | loss: 0.0311322 | val_loss: 0.0311863 | Time: 1687.4 ms [2022-03-22 07:52:42 main:574] : INFO : Epoch 1904 | loss: 0.0311301 | val_loss: 0.0311849 | Time: 1535.1 ms [2022-03-22 07:52:43 main:574] : INFO : Epoch 1905 | loss: 0.0311296 | val_loss: 0.0311859 | Time: 1660.98 ms [2022-03-22 07:52:45 main:574] : INFO : Epoch 1906 | loss: 0.0311279 | val_loss: 0.0311878 | Time: 1631.51 ms [2022-03-22 07:52:46 main:574] : INFO : Epoch 1907 | loss: 0.0311278 | val_loss: 0.0311861 | Time: 1547.78 ms [2022-03-22 07:52:48 main:574] : INFO : Epoch 1908 | loss: 0.0311296 | val_loss: 0.031186 | Time: 1688.81 ms [2022-03-22 07:52:50 main:574] : INFO : Epoch 1909 | loss: 0.031129 | val_loss: 0.0311892 | Time: 1511.52 ms [2022-03-22 07:52:51 main:574] : INFO : Epoch 1910 | loss: 0.0311325 | val_loss: 0.031191 | Time: 1637.57 ms [2022-03-22 07:52:53 main:574] : INFO : Epoch 1911 | loss: 0.0311309 | val_loss: 0.0311904 | Time: 1647.81 ms [2022-03-22 07:52:54 main:574] : INFO : Epoch 1912 | loss: 0.0311245 | val_loss: 0.031187 | Time: 1526.29 ms [2022-03-22 07:52:56 main:574] : INFO : Epoch 1913 | loss: 0.0311247 | val_loss: 0.0311791 | Time: 1667.09 ms [2022-03-22 07:52:58 main:574] : INFO : Epoch 1914 | loss: 0.0311277 | val_loss: 0.0311811 | Time: 1529.63 ms [2022-03-22 07:52:59 main:574] : INFO : Epoch 1915 | loss: 0.0311289 | val_loss: 0.0311903 | Time: 1714.01 ms [2022-03-22 07:53:01 main:574] : INFO : Epoch 1916 | loss: 0.0311256 | val_loss: 0.03119 | Time: 1615.75 ms [2022-03-22 07:53:03 main:574] : INFO : Epoch 1917 | loss: 0.0311315 | val_loss: 0.0311805 | Time: 1595.68 ms [2022-03-22 07:53:05 main:574] : INFO : Epoch 1918 | loss: 0.0311353 | val_loss: 0.0311833 | Time: 1980.3 ms [2022-03-22 07:53:06 main:574] : INFO : Epoch 1919 | loss: 0.0311381 | val_loss: 0.0311895 | Time: 1652.48 ms [2022-03-22 07:53:08 main:574] : INFO : Epoch 1920 | loss: 0.0311307 | val_loss: 0.0311782 | Time: 1848.17 ms [2022-03-22 07:53:10 main:574] : INFO : Epoch 1921 | loss: 0.0311307 | val_loss: 0.0311863 | Time: 1890.29 ms [2022-03-22 07:53:12 main:574] : INFO : Epoch 1922 | loss: 0.0311258 | val_loss: 0.0311887 | Time: 1802.81 ms [2022-03-22 07:53:14 main:574] : INFO : Epoch 1923 | loss: 0.0311292 | val_loss: 0.031189 | Time: 1770.06 ms [2022-03-22 07:53:15 main:574] : INFO : Epoch 1924 | loss: 0.0311278 | val_loss: 0.031182 | Time: 1719.75 ms [2022-03-22 07:53:17 main:574] : INFO : Epoch 1925 | loss: 0.0311238 | val_loss: 0.0311822 | Time: 1655.48 ms [2022-03-22 07:53:19 main:574] : INFO : Epoch 1926 | loss: 0.0311248 | val_loss: 0.0311929 | Time: 1532.57 ms [2022-03-22 07:53:20 main:574] : INFO : Epoch 1927 | loss: 0.0311243 | val_loss: 0.031183 | Time: 1644.4 ms [2022-03-22 07:53:22 main:574] : INFO : Epoch 1928 | loss: 0.0311262 | val_loss: 0.0311853 | Time: 1497.11 ms [2022-03-22 07:53:23 main:574] : INFO : Epoch 1929 | loss: 0.0311303 | val_loss: 0.0311854 | Time: 1788.54 ms [2022-03-22 07:53:25 main:574] : INFO : Epoch 1930 | loss: 0.0311281 | val_loss: 0.0311875 | Time: 1615.77 ms [2022-03-22 07:53:27 main:574] : INFO : Epoch 1931 | loss: 0.0311245 | val_loss: 0.0311883 | Time: 1538.67 ms [2022-03-22 07:53:28 main:574] : INFO : Epoch 1932 | loss: 0.0311255 | val_loss: 0.0311842 | Time: 1618.69 ms [2022-03-22 07:53:30 main:574] : INFO : Epoch 1933 | loss: 0.0311275 | val_loss: 0.031189 | Time: 1481.44 ms [2022-03-22 07:53:31 main:574] : INFO : Epoch 1934 | loss: 0.0311333 | val_loss: 0.0311794 | Time: 1566.13 ms [2022-03-22 07:53:33 main:574] : INFO : Epoch 1935 | loss: 0.0311311 | val_loss: 0.0311859 | Time: 1677.38 ms [2022-03-22 07:53:35 main:574] : INFO : Epoch 1936 | loss: 0.0311293 | val_loss: 0.0311852 | Time: 1515.97 ms [2022-03-22 07:53:36 main:574] : INFO : Epoch 1937 | loss: 0.0311312 | val_loss: 0.03118 | Time: 1598.57 ms [2022-03-22 07:53:38 main:574] : INFO : Epoch 1938 | loss: 0.0311285 | val_loss: 0.0311879 | Time: 1499.75 ms [2022-03-22 07:53:39 main:574] : INFO : Epoch 1939 | loss: 0.0311281 | val_loss: 0.0311878 | Time: 1615.05 ms [2022-03-22 07:53:41 main:574] : INFO : Epoch 1940 | loss: 0.0311252 | val_loss: 0.0311885 | Time: 1657.42 ms [2022-03-22 07:53:42 main:574] : INFO : Epoch 1941 | loss: 0.0311249 | val_loss: 0.031183 | Time: 1534.09 ms [2022-03-22 07:53:44 main:574] : INFO : Epoch 1942 | loss: 0.0311261 | val_loss: 0.0311872 | Time: 1626.71 ms [2022-03-22 07:53:46 main:574] : INFO : Epoch 1943 | loss: 0.0311365 | val_loss: 0.0311848 | Time: 1534.11 ms [2022-03-22 07:53:47 main:574] : INFO : Epoch 1944 | loss: 0.0311331 | val_loss: 0.0311834 | Time: 1729.13 ms [2022-03-22 07:53:49 main:574] : INFO : Epoch 1945 | loss: 0.0311306 | val_loss: 0.0311897 | Time: 1668.51 ms [2022-03-22 07:53:51 main:574] : INFO : Epoch 1946 | loss: 0.0311285 | val_loss: 0.031182 | Time: 1531.98 ms [2022-03-22 07:53:52 main:574] : INFO : Epoch 1947 | loss: 0.0311274 | val_loss: 0.0311889 | Time: 1691.21 ms [2022-03-22 07:53:54 main:574] : INFO : Epoch 1948 | loss: 0.0311237 | val_loss: 0.0311893 | Time: 1518.16 ms [2022-03-22 07:53:55 main:574] : INFO : Epoch 1949 | loss: 0.0311224 | val_loss: 0.0311885 | Time: 1596.21 ms [2022-03-22 07:53:57 main:574] : INFO : Epoch 1950 | loss: 0.0311286 | val_loss: 0.0311804 | Time: 1656.75 ms [2022-03-22 07:53:59 main:574] : INFO : Epoch 1951 | loss: 0.0311263 | val_loss: 0.0311951 | Time: 1483.64 ms [2022-03-22 07:54:00 main:574] : INFO : Epoch 1952 | loss: 0.0311251 | val_loss: 0.0311952 | Time: 1709.81 ms [2022-03-22 07:54:02 main:574] : INFO : Epoch 1953 | loss: 0.0311258 | val_loss: 0.0311908 | Time: 1515.72 ms [2022-03-22 07:54:03 main:574] : INFO : Epoch 1954 | loss: 0.0311285 | val_loss: 0.0311909 | Time: 1587.45 ms [2022-03-22 07:54:05 main:574] : INFO : Epoch 1955 | loss: 0.0311258 | val_loss: 0.0311836 | Time: 1648.12 ms [2022-03-22 07:54:07 main:574] : INFO : Epoch 1956 | loss: 0.0311291 | val_loss: 0.0311849 | Time: 1483.14 ms [2022-03-22 07:54:08 main:574] : INFO : Epoch 1957 | loss: 0.0311273 | val_loss: 0.0311931 | Time: 1605.34 ms [2022-03-22 07:54:10 main:574] : INFO : Epoch 1958 | loss: 0.0311241 | val_loss: 0.0311935 | Time: 1495.3 ms [2022-03-22 07:54:11 main:574] : INFO : Epoch 1959 | loss: 0.0311199 | val_loss: 0.0311885 | Time: 1529.31 ms [2022-03-22 07:54:13 main:574] : INFO : Epoch 1960 | loss: 0.0311216 | val_loss: 0.0311898 | Time: 1622.17 ms [2022-03-22 07:54:14 main:574] : INFO : Epoch 1961 | loss: 0.0311211 | val_loss: 0.0311948 | Time: 1483.63 ms [2022-03-22 07:54:16 main:574] : INFO : Epoch 1962 | loss: 0.031123 | val_loss: 0.0311882 | Time: 1622.29 ms [2022-03-22 07:54:18 main:574] : INFO : Epoch 1963 | loss: 0.0311232 | val_loss: 0.031193 | Time: 1540.6 ms [2022-03-22 07:54:19 main:574] : INFO : Epoch 1964 | loss: 0.0311308 | val_loss: 0.0311844 | Time: 1534.18 ms [2022-03-22 07:54:21 main:574] : INFO : Epoch 1965 | loss: 0.031134 | val_loss: 0.0311894 | Time: 1599.28 ms [2022-03-22 07:54:22 main:574] : INFO : Epoch 1966 | loss: 0.0311278 | val_loss: 0.0311975 | Time: 1443.01 ms [2022-03-22 07:54:24 main:574] : INFO : Epoch 1967 | loss: 0.0311242 | val_loss: 0.0311949 | Time: 1588.99 ms [2022-03-22 07:54:25 main:574] : INFO : Epoch 1968 | loss: 0.0311245 | val_loss: 0.0311956 | Time: 1578.52 ms [2022-03-22 07:54:27 main:574] : INFO : Epoch 1969 | loss: 0.0311206 | val_loss: 0.0311891 | Time: 1474.49 ms [2022-03-22 07:54:28 main:574] : INFO : Epoch 1970 | loss: 0.0311182 | val_loss: 0.0311974 | Time: 1647.68 ms [2022-03-22 07:54:30 main:574] : INFO : Epoch 1971 | loss: 0.0311167 | val_loss: 0.031195 | Time: 1490.6 ms [2022-03-22 07:54:32 main:574] : INFO : Epoch 1972 | loss: 0.0311209 | val_loss: 0.0311894 | Time: 1593.62 ms [2022-03-22 07:54:33 main:574] : INFO : Epoch 1973 | loss: 0.0311513 | val_loss: 0.0311806 | Time: 1563.21 ms [2022-03-22 07:54:35 main:574] : INFO : Epoch 1974 | loss: 0.031152 | val_loss: 0.0311808 | Time: 1458.12 ms [2022-03-22 07:54:36 main:574] : INFO : Epoch 1975 | loss: 0.0311419 | val_loss: 0.0311834 | Time: 1580.93 ms [2022-03-22 07:54:38 main:574] : INFO : Epoch 1976 | loss: 0.0311363 | val_loss: 0.0311754 | Time: 1546.69 ms [2022-03-22 07:54:39 main:574] : INFO : Epoch 1977 | loss: 0.031133 | val_loss: 0.0311866 | Time: 1569.83 ms [2022-03-22 07:54:41 main:574] : INFO : Epoch 1978 | loss: 0.0311327 | val_loss: 0.0311843 | Time: 1572.75 ms [2022-03-22 07:54:42 main:574] : INFO : Epoch 1979 | loss: 0.0311304 | val_loss: 0.0311879 | Time: 1450.98 ms [2022-03-22 07:54:44 main:574] : INFO : Epoch 1980 | loss: 0.0311392 | val_loss: 0.0311792 | Time: 1622.11 ms [2022-03-22 07:54:46 main:574] : INFO : Epoch 1981 | loss: 0.0311451 | val_loss: 0.0311873 | Time: 1573.42 ms [2022-03-22 07:54:47 main:574] : INFO : Epoch 1982 | loss: 0.0311401 | val_loss: 0.0311876 | Time: 1501.42 ms [2022-03-22 07:54:49 main:574] : INFO : Epoch 1983 | loss: 0.0311387 | val_loss: 0.0311801 | Time: 1593.62 ms [2022-03-22 07:54:50 main:574] : INFO : Epoch 1984 | loss: 0.0311406 | val_loss: 0.0311916 | Time: 1445.73 ms [2022-03-22 07:54:52 main:574] : INFO : Epoch 1985 | loss: 0.0311377 | val_loss: 0.0311899 | Time: 1614.31 ms [2022-03-22 07:54:53 main:574] : INFO : Epoch 1986 | loss: 0.0311351 | val_loss: 0.0311835 | Time: 1574.95 ms [2022-03-22 07:54:55 main:574] : INFO : Epoch 1987 | loss: 0.0311345 | val_loss: 0.0311862 | Time: 1464.19 ms [2022-03-22 07:54:56 main:574] : INFO : Epoch 1988 | loss: 0.031129 | val_loss: 0.0311842 | Time: 1602.27 ms [2022-03-22 07:54:58 main:574] : INFO : Epoch 1989 | loss: 0.0311303 | val_loss: 0.0311906 | Time: 1505.92 ms [2022-03-22 07:54:59 main:574] : INFO : Epoch 1990 | loss: 0.031132 | val_loss: 0.0311848 | Time: 1553.27 ms [2022-03-22 07:55:01 main:574] : INFO : Epoch 1991 | loss: 0.0311301 | val_loss: 0.0311826 | Time: 1780.26 ms [2022-03-22 07:55:03 main:574] : INFO : Epoch 1992 | loss: 0.0311311 | val_loss: 0.0311886 | Time: 1487.13 ms [2022-03-22 07:55:04 main:574] : INFO : Epoch 1993 | loss: 0.0311339 | val_loss: 0.0311811 | Time: 1642.82 ms [2022-03-22 07:55:06 main:574] : INFO : Epoch 1994 | loss: 0.0311278 | val_loss: 0.0311856 | Time: 1490.78 ms [2022-03-22 07:55:07 main:574] : INFO : Epoch 1995 | loss: 0.0311232 | val_loss: 0.0311874 | Time: 1546.14 ms [2022-03-22 07:55:09 main:574] : INFO : Epoch 1996 | loss: 0.0311225 | val_loss: 0.031183 | Time: 1576.48 ms [2022-03-22 07:55:11 main:574] : INFO : Epoch 1997 | loss: 0.0311191 | val_loss: 0.0311898 | Time: 1595.36 ms [2022-03-22 07:55:12 main:574] : INFO : Epoch 1998 | loss: 0.0311227 | val_loss: 0.0311835 | Time: 1455.8 ms [2022-03-22 07:55:14 main:574] : INFO : Epoch 1999 | loss: 0.0311332 | val_loss: 0.0311908 | Time: 1456.36 ms [2022-03-22 07:55:15 main:574] : INFO : Epoch 2000 | loss: 0.0311364 | val_loss: 0.031185 | Time: 1450.91 ms [2022-03-22 07:55:16 main:574] : INFO : Epoch 2001 | loss: 0.0311282 | val_loss: 0.0311898 | Time: 1452.59 ms [2022-03-22 07:55:18 main:574] : INFO : Epoch 2002 | loss: 0.0311255 | val_loss: 0.0311852 | Time: 1436.69 ms [2022-03-22 07:55:19 main:574] : INFO : Epoch 2003 | loss: 0.0311226 | val_loss: 0.0311826 | Time: 1444.8 ms [2022-03-22 07:55:21 main:574] : INFO : Epoch 2004 | loss: 0.0311214 | val_loss: 0.0311833 | Time: 1441 ms [2022-03-22 07:55:22 main:574] : INFO : Epoch 2005 | loss: 0.0311231 | val_loss: 0.0311848 | Time: 1428.57 ms [2022-03-22 07:55:24 main:574] : INFO : Epoch 2006 | loss: 0.0311224 | val_loss: 0.0311842 | Time: 1436.96 ms [2022-03-22 07:55:25 main:574] : INFO : Epoch 2007 | loss: 0.0311183 | val_loss: 0.0311935 | Time: 1464.16 ms [2022-03-22 07:55:27 main:574] : INFO : Epoch 2008 | loss: 0.0311965 | val_loss: 0.0312174 | Time: 1419.2 ms [2022-03-22 07:55:28 main:574] : INFO : Epoch 2009 | loss: 0.0312112 | val_loss: 0.0311946 | Time: 1431.91 ms [2022-03-22 07:55:29 main:574] : INFO : Epoch 2010 | loss: 0.0311942 | val_loss: 0.0311891 | Time: 1441.77 ms [2022-03-22 07:55:31 main:574] : INFO : Epoch 2011 | loss: 0.0311861 | val_loss: 0.0311839 | Time: 1441.03 ms [2022-03-22 07:55:32 main:574] : INFO : Epoch 2012 | loss: 0.031179 | val_loss: 0.0311795 | Time: 1440.42 ms [2022-03-22 07:55:34 main:574] : INFO : Epoch 2013 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 1439.23 ms [2022-03-22 07:55:35 main:574] : INFO : Epoch 2014 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 1451.53 ms [2022-03-22 07:55:37 main:574] : INFO : Epoch 2015 | loss: 0.0311713 | val_loss: 0.0311826 | Time: 1457.08 ms [2022-03-22 07:55:38 main:574] : INFO : Epoch 2016 | loss: 0.03117 | val_loss: 0.031179 | Time: 1418.48 ms [2022-03-22 07:55:40 main:574] : INFO : Epoch 2017 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 1460.49 ms [2022-03-22 07:55:41 main:574] : INFO : Epoch 2018 | loss: 0.0311695 | val_loss: 0.0311733 | Time: 1460.12 ms [2022-03-22 07:55:42 main:574] : INFO : Epoch 2019 | loss: 0.0311669 | val_loss: 0.0311752 | Time: 1414.75 ms [2022-03-22 07:55:44 main:574] : INFO : Epoch 2020 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 1444.71 ms [2022-03-22 07:55:45 main:574] : INFO : Epoch 2021 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 1453.52 ms [2022-03-22 07:55:47 main:574] : INFO : Epoch 2022 | loss: 0.0311739 | val_loss: 0.0311805 | Time: 1423.2 ms [2022-03-22 07:55:48 main:574] : INFO : Epoch 2023 | loss: 0.0311822 | val_loss: 0.0311817 | Time: 1476.84 ms [2022-03-22 07:55:50 main:574] : INFO : Epoch 2024 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 1446.84 ms [2022-03-22 07:55:51 main:574] : INFO : Epoch 2025 | loss: 0.0311765 | val_loss: 0.031174 | Time: 1428.91 ms [2022-03-22 07:55:53 main:574] : INFO : Epoch 2026 | loss: 0.0311733 | val_loss: 0.0311747 | Time: 1506.12 ms [2022-03-22 07:55:54 main:574] : INFO : Epoch 2027 | loss: 0.0311838 | val_loss: 0.0311802 | Time: 1477.51 ms [2022-03-22 07:55:56 main:574] : INFO : Epoch 2028 | loss: 0.0311801 | val_loss: 0.0311796 | Time: 1557.69 ms [2022-03-22 07:55:57 main:574] : INFO : Epoch 2029 | loss: 0.0311763 | val_loss: 0.0311737 | Time: 1576.48 ms [2022-03-22 07:55:59 main:574] : INFO : Epoch 2030 | loss: 0.0311723 | val_loss: 0.0311711 | Time: 1487.98 ms [2022-03-22 07:56:00 main:574] : INFO : Epoch 2031 | loss: 0.0311705 | val_loss: 0.0311717 | Time: 1628.05 ms [2022-03-22 07:56:02 main:574] : INFO : Epoch 2032 | loss: 0.0311693 | val_loss: 0.0311695 | Time: 1557.46 ms [2022-03-22 07:56:04 main:574] : INFO : Epoch 2033 | loss: 0.0311692 | val_loss: 0.0311695 | Time: 1532.02 ms [2022-03-22 07:56:05 main:574] : INFO : Epoch 2034 | loss: 0.031168 | val_loss: 0.0311735 | Time: 1605.35 ms [2022-03-22 07:56:07 main:574] : INFO : Epoch 2035 | loss: 0.0311675 | val_loss: 0.0311684 | Time: 1460.69 ms [2022-03-22 07:56:08 main:574] : INFO : Epoch 2036 | loss: 0.0311661 | val_loss: 0.0311728 | Time: 1577.94 ms [2022-03-22 07:56:10 main:574] : INFO : Epoch 2037 | loss: 0.0311686 | val_loss: 0.0311721 | Time: 1557.74 ms [2022-03-22 07:56:11 main:574] : INFO : Epoch 2038 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 1488.32 ms [2022-03-22 07:56:13 main:574] : INFO : Epoch 2039 | loss: 0.0311651 | val_loss: 0.031167 | Time: 1592.39 ms [2022-03-22 07:56:14 main:574] : INFO : Epoch 2040 | loss: 0.0311623 | val_loss: 0.031166 | Time: 1466.91 ms [2022-03-22 07:56:16 main:574] : INFO : Epoch 2041 | loss: 0.0311636 | val_loss: 0.0311676 | Time: 1564.27 ms [2022-03-22 07:56:18 main:574] : INFO : Epoch 2042 | loss: 0.0311632 | val_loss: 0.031169 | Time: 1631.52 ms [2022-03-22 07:56:19 main:574] : INFO : Epoch 2043 | loss: 0.0311639 | val_loss: 0.0311688 | Time: 1496.43 ms [2022-03-22 07:56:21 main:574] : INFO : Epoch 2044 | loss: 0.0311636 | val_loss: 0.0311784 | Time: 1678.28 ms [2022-03-22 07:56:22 main:574] : INFO : Epoch 2045 | loss: 0.0311662 | val_loss: 0.0311687 | Time: 1520.76 ms [2022-03-22 07:56:24 main:574] : INFO : Epoch 2046 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 1566.08 ms [2022-03-22 07:56:26 main:574] : INFO : Epoch 2047 | loss: 0.0311603 | val_loss: 0.0311701 | Time: 1620.29 ms [2022-03-22 07:56:27 main:574] : INFO : Epoch 2048 | loss: 0.0311591 | val_loss: 0.0311653 | Time: 1453 ms [2022-03-22 07:56:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311653 [2022-03-22 07:56:27 main:603] : INFO : Saving end state to config to file [2022-03-22 07:56:27 main:608] : INFO : Success, exiting.. 07:56:27 (19172): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)