Task 12963048
| Name | ParityModified-1647044811-5136-0_0 |
| Workunit | 10095097 |
| Created | 12 Mar 2022, 0:26:53 UTC |
| Sent | 15 Mar 2022, 10:58:14 UTC |
| Report deadline | 23 Mar 2022, 10:58:14 UTC |
| Received | 15 Mar 2022, 14:25:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 6 min 48 sec |
| CPU time | 3 hours 6 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 26 main:574] : INFO : Epoch 1542 | loss: 0.0309755 | val_loss: 0.0313113 | Time: 5304.4 ms [2022-03-15 06:21:31 main:574] : INFO : Epoch 1543 | loss: 0.0309707 | val_loss: 0.0313158 | Time: 5381.46 ms [2022-03-15 06:21:37 main:574] : INFO : Epoch 1544 | loss: 0.0309719 | val_loss: 0.0313178 | Time: 5356.52 ms [2022-03-15 06:21:42 main:574] : INFO : Epoch 1545 | loss: 0.0309882 | val_loss: 0.0313715 | Time: 5334.15 ms [2022-03-15 06:21:47 main:574] : INFO : Epoch 1546 | loss: 0.0309954 | val_loss: 0.0312683 | Time: 5328.5 ms [2022-03-15 06:21:53 main:574] : INFO : Epoch 1547 | loss: 0.0309951 | val_loss: 0.0312821 | Time: 5328.47 ms [2022-03-15 06:21:58 main:574] : INFO : Epoch 1548 | loss: 0.0309749 | val_loss: 0.0312914 | Time: 5335.81 ms [2022-03-15 06:22:03 main:574] : INFO : Epoch 1549 | loss: 0.0309719 | val_loss: 0.0313104 | Time: 5318.4 ms [2022-03-15 06:22:09 main:574] : INFO : Epoch 1550 | loss: 0.0309723 | val_loss: 0.0313312 | Time: 5649.7 ms [2022-03-15 06:22:14 main:574] : INFO : Epoch 1551 | loss: 0.0309737 | val_loss: 0.0313335 | Time: 5506.84 ms [2022-03-15 06:22:20 main:574] : INFO : Epoch 1552 | loss: 0.0309747 | val_loss: 0.0313263 | Time: 5656.9 ms [2022-03-15 06:22:26 main:574] : INFO : Epoch 1553 | loss: 0.0309749 | val_loss: 0.0312894 | Time: 5836 ms [2022-03-15 06:22:32 main:574] : INFO : Epoch 1554 | loss: 0.0309762 | val_loss: 0.0313416 | Time: 5656.83 ms [2022-03-15 06:22:37 main:574] : INFO : Epoch 1555 | loss: 0.0309804 | val_loss: 0.0312971 | Time: 5456.36 ms [2022-03-15 06:22:43 main:574] : INFO : Epoch 1556 | loss: 0.0309919 | val_loss: 0.0312841 | Time: 5607.56 ms [2022-03-15 06:22:49 main:574] : INFO : Epoch 1557 | loss: 0.0309838 | val_loss: 0.0312724 | Time: 6154.83 ms [2022-03-15 06:22:54 main:574] : INFO : Epoch 1558 | loss: 0.0309934 | val_loss: 0.0312985 | Time: 5324.27 ms [2022-03-15 06:22:59 main:574] : INFO : Epoch 1559 | loss: 0.0309905 | val_loss: 0.0312851 | Time: 5321.11 ms [2022-03-15 06:23:05 main:574] : INFO : Epoch 1560 | loss: 0.0309829 | val_loss: 0.0313146 | Time: 5495.01 ms [2022-03-15 06:23:10 main:574] : INFO : Epoch 1561 | loss: 0.0309792 | val_loss: 0.0312853 | Time: 5510.32 ms [2022-03-15 06:23:16 main:574] : INFO : Epoch 1562 | loss: 0.0309694 | val_loss: 0.0313125 | Time: 5619.97 ms [2022-03-15 06:23:22 main:574] : INFO : Epoch 1563 | loss: 0.0309846 | val_loss: 0.0313276 | Time: 5805.96 ms [2022-03-15 06:23:27 main:574] : INFO : Epoch 1564 | loss: 0.0309931 | val_loss: 0.031322 | Time: 5268.66 ms [2022-03-15 06:23:32 main:574] : INFO : Epoch 1565 | loss: 0.0309838 | val_loss: 0.0313128 | Time: 5288.73 ms [2022-03-15 06:23:38 main:574] : INFO : Epoch 1566 | loss: 0.0309761 | val_loss: 0.0313464 | Time: 5269.03 ms [2022-03-15 06:23:43 main:574] : INFO : Epoch 1567 | loss: 0.0309806 | val_loss: 0.0312791 | Time: 5313.29 ms [2022-03-15 06:23:48 main:574] : INFO : Epoch 1568 | loss: 0.0309745 | val_loss: 0.0313507 | Time: 5325.37 ms [2022-03-15 06:23:54 main:574] : INFO : Epoch 1569 | loss: 0.0309765 | val_loss: 0.0313118 | Time: 5284.28 ms [2022-03-15 06:23:59 main:574] : INFO : Epoch 1570 | loss: 0.0309741 | val_loss: 0.0312925 | Time: 5284.41 ms [2022-03-15 06:24:04 main:574] : INFO : Epoch 1571 | loss: 0.0309793 | val_loss: 0.0313361 | Time: 5294.19 ms [2022-03-15 06:24:10 main:574] : INFO : Epoch 1572 | loss: 0.0309764 | val_loss: 0.031315 | Time: 5286.96 ms [2022-03-15 06:24:15 main:574] : INFO : Epoch 1573 | loss: 0.0309784 | val_loss: 0.0313205 | Time: 5299.24 ms [2022-03-15 06:24:20 main:574] : INFO : Epoch 1574 | loss: 0.0309738 | val_loss: 0.0313288 | Time: 5345.59 ms [2022-03-15 06:24:26 main:574] : INFO : Epoch 1575 | loss: 0.0309796 | val_loss: 0.0313073 | Time: 5336.04 ms [2022-03-15 06:24:31 main:574] : INFO : Epoch 1576 | loss: 0.030986 | val_loss: 0.0313016 | Time: 5332.57 ms [2022-03-15 06:24:36 main:574] : INFO : Epoch 1577 | loss: 0.0309807 | val_loss: 0.0312936 | Time: 5307.37 ms [2022-03-15 06:24:42 main:574] : INFO : Epoch 1578 | loss: 0.0309765 | val_loss: 0.0313174 | Time: 5292.93 ms [2022-03-15 06:24:47 main:574] : INFO : Epoch 1579 | loss: 0.0309822 | val_loss: 0.031296 | Time: 5375.73 ms [2022-03-15 06:24:52 main:574] : INFO : Epoch 1580 | loss: 0.0309869 | val_loss: 0.0313164 | Time: 5318.09 ms [2022-03-15 06:24:58 main:574] : INFO : Epoch 1581 | loss: 0.0309852 | val_loss: 0.0312678 | Time: 5329.77 ms [2022-03-15 06:25:03 main:574] : INFO : Epoch 1582 | loss: 0.0309867 | val_loss: 0.0312902 | Time: 5492.11 ms [2022-03-15 06:25:08 main:574] : INFO : Epoch 1583 | loss: 0.0309863 | val_loss: 0.031248 | Time: 5352.71 ms [2022-03-15 06:25:14 main:574] : INFO : Epoch 1584 | loss: 0.0309802 | val_loss: 0.0313519 | Time: 5356.31 ms [2022-03-15 06:25:19 main:574] : INFO : Epoch 1585 | loss: 0.0309723 | val_loss: 0.0313139 | Time: 5317.52 ms [2022-03-15 06:25:24 main:574] : INFO : Epoch 1586 | loss: 0.030968 | val_loss: 0.0313079 | Time: 5311.53 ms [2022-03-15 06:25:30 main:574] : INFO : Epoch 1587 | loss: 0.0309761 | val_loss: 0.0313063 | Time: 5281.29 ms [2022-03-15 06:25:35 main:574] : INFO : Epoch 1588 | loss: 0.0309718 | val_loss: 0.0313523 | Time: 5303.72 ms [2022-03-15 06:25:40 main:574] : INFO : Epoch 1589 | loss: 0.0309713 | val_loss: 0.0313141 | Time: 5326.14 ms [2022-03-15 06:25:46 main:574] : INFO : Epoch 1590 | loss: 0.0309922 | val_loss: 0.0313091 | Time: 5450.82 ms [2022-03-15 06:25:51 main:574] : INFO : Epoch 1591 | loss: 0.0309824 | val_loss: 0.0313333 | Time: 5363.09 ms [2022-03-15 06:25:57 main:574] : INFO : Epoch 1592 | loss: 0.0309889 | val_loss: 0.0313423 | Time: 5686.57 ms [2022-03-15 06:26:02 main:574] : INFO : Epoch 1593 | loss: 0.0309866 | val_loss: 0.0313161 | Time: 5348.31 ms [2022-03-15 06:26:08 main:574] : INFO : Epoch 1594 | loss: 0.0309806 | val_loss: 0.0313625 | Time: 5344.24 ms [2022-03-15 06:26:13 main:574] : INFO : Epoch 1595 | loss: 0.0309744 | val_loss: 0.0312881 | Time: 5329.72 ms [2022-03-15 06:26:18 main:574] : INFO : Epoch 1596 | loss: 0.0309782 | val_loss: 0.0313142 | Time: 5361.36 ms [2022-03-15 06:26:24 main:574] : INFO : Epoch 1597 | loss: 0.0309766 | val_loss: 0.0313278 | Time: 5352.42 ms [2022-03-15 06:26:29 main:574] : INFO : Epoch 1598 | loss: 0.0309751 | val_loss: 0.0313294 | Time: 5368.94 ms [2022-03-15 06:26:34 main:574] : INFO : Epoch 1599 | loss: 0.0309743 | val_loss: 0.0313109 | Time: 5314.15 ms [2022-03-15 06:26:40 main:574] : INFO : Epoch 1600 | loss: 0.0309773 | val_loss: 0.0313013 | Time: 5385.4 ms [2022-03-15 06:26:45 main:574] : INFO : Epoch 1601 | loss: 0.0309891 | val_loss: 0.0313152 | Time: 5340.43 ms [2022-03-15 06:26:50 main:574] : INFO : Epoch 1602 | loss: 0.0309825 | val_loss: 0.0313072 | Time: 5299.99 ms [2022-03-15 06:26:56 main:574] : INFO : Epoch 1603 | loss: 0.0309747 | val_loss: 0.0313457 | Time: 5400.46 ms [2022-03-15 06:27:01 main:574] : INFO : Epoch 1604 | loss: 0.0309855 | val_loss: 0.0312962 | Time: 5317.95 ms [2022-03-15 06:27:07 main:574] : INFO : Epoch 1605 | loss: 0.0309886 | val_loss: 0.0313152 | Time: 5365.29 ms [2022-03-15 06:27:12 main:574] : INFO : Epoch 1606 | loss: 0.030989 | val_loss: 0.031268 | Time: 5699.16 ms [2022-03-15 06:27:18 main:574] : INFO : Epoch 1607 | loss: 0.0309881 | val_loss: 0.031313 | Time: 5359.89 ms [2022-03-15 06:27:23 main:574] : INFO : Epoch 1608 | loss: 0.0309793 | val_loss: 0.0313405 | Time: 5310.44 ms [2022-03-15 06:27:28 main:574] : INFO : Epoch 1609 | loss: 0.0309785 | val_loss: 0.0313119 | Time: 5374.76 ms [2022-03-15 06:27:34 main:574] : INFO : Epoch 1610 | loss: 0.0309745 | val_loss: 0.0313138 | Time: 5331.35 ms [2022-03-15 06:27:39 main:574] : INFO : Epoch 1611 | loss: 0.0309756 | val_loss: 0.0312871 | Time: 5385.53 ms [2022-03-15 06:27:44 main:574] : INFO : Epoch 1612 | loss: 0.0309762 | val_loss: 0.0313157 | Time: 5357.29 ms [2022-03-15 06:27:50 main:574] : INFO : Epoch 1613 | loss: 0.0309796 | val_loss: 0.0313226 | Time: 5335.35 ms [2022-03-15 06:27:55 main:574] : INFO : Epoch 1614 | loss: 0.0309789 | val_loss: 0.0312912 | Time: 5291.27 ms [2022-03-15 06:28:00 main:574] : INFO : Epoch 1615 | loss: 0.0309853 | val_loss: 0.0313301 | Time: 5345.27 ms [2022-03-15 06:28:06 main:574] : INFO : Epoch 1616 | loss: 0.0309774 | val_loss: 0.0313094 | Time: 5323.25 ms [2022-03-15 06:28:11 main:574] : INFO : Epoch 1617 | loss: 0.0309743 | val_loss: 0.0312926 | Time: 5336.72 ms [2022-03-15 06:28:16 main:574] : INFO : Epoch 1618 | loss: 0.0309789 | val_loss: 0.0312843 | Time: 5325.17 ms [2022-03-15 06:28:22 main:574] : INFO : Epoch 1619 | loss: 0.0309841 | val_loss: 0.0313486 | Time: 5317.46 ms [2022-03-15 06:28:27 main:574] : INFO : Epoch 1620 | loss: 0.0309831 | val_loss: 0.0313209 | Time: 5316.9 ms [2022-03-15 06:28:32 main:574] : INFO : Epoch 1621 | loss: 0.0309758 | val_loss: 0.0313179 | Time: 5322.27 ms [2022-03-15 06:28:38 main:574] : INFO : Epoch 1622 | loss: 0.0309773 | val_loss: 0.0313273 | Time: 5302.93 ms [2022-03-15 06:28:43 main:574] : INFO : Epoch 1623 | loss: 0.0309783 | val_loss: 0.0313429 | Time: 5344.32 ms [2022-03-15 06:28:49 main:574] : INFO : Epoch 1624 | loss: 0.030972 | val_loss: 0.0312938 | Time: 5674.62 ms [2022-03-15 06:28:54 main:574] : INFO : Epoch 1625 | loss: 0.0309754 | val_loss: 0.0313348 | Time: 5330.34 ms [2022-03-15 06:28:59 main:574] : INFO : Epoch 1626 | loss: 0.0309893 | val_loss: 0.0313215 | Time: 5316.42 ms [2022-03-15 06:29:05 main:574] : INFO : Epoch 1627 | loss: 0.0309848 | val_loss: 0.0312845 | Time: 5355.51 ms [2022-03-15 06:29:10 main:574] : INFO : Epoch 1628 | loss: 0.0309775 | val_loss: 0.0313049 | Time: 5341.25 ms [2022-03-15 06:29:15 main:574] : INFO : Epoch 1629 | loss: 0.0309785 | val_loss: 0.0313315 | Time: 5342.88 ms [2022-03-15 06:29:21 main:574] : INFO : Epoch 1630 | loss: 0.0309781 | val_loss: 0.0312846 | Time: 5330.17 ms [2022-03-15 06:29:26 main:574] : INFO : Epoch 1631 | loss: 0.0309716 | val_loss: 0.0313219 | Time: 5312.93 ms [2022-03-15 06:29:31 main:574] : INFO : Epoch 1632 | loss: 0.030978 | val_loss: 0.0313148 | Time: 5326.78 ms [2022-03-15 06:29:37 main:574] : INFO : Epoch 1633 | loss: 0.0309845 | val_loss: 0.0313052 | Time: 5319.18 ms [2022-03-15 06:29:42 main:574] : INFO : Epoch 1634 | loss: 0.0309856 | val_loss: 0.0313142 | Time: 5331.93 ms [2022-03-15 06:29:47 main:574] : INFO : Epoch 1635 | loss: 0.03098 | val_loss: 0.0313171 | Time: 5326.58 ms [2022-03-15 06:29:53 main:574] : INFO : Epoch 1636 | loss: 0.0309784 | val_loss: 0.0312925 | Time: 5307.07 ms [2022-03-15 06:29:58 main:574] : INFO : Epoch 1637 | loss: 0.0309819 | val_loss: 0.0312721 | Time: 5301.63 ms [2022-03-15 06:30:03 main:574] : INFO : Epoch 1638 | loss: 0.030983 | val_loss: 0.0312939 | Time: 5303.76 ms [2022-03-15 06:30:09 main:574] : INFO : Epoch 1639 | loss: 0.0309848 | val_loss: 0.0313133 | Time: 5389.26 ms [2022-03-15 06:30:14 main:574] : INFO : Epoch 1640 | loss: 0.0309881 | val_loss: 0.0312583 | Time: 5396.46 ms [2022-03-15 06:30:19 main:574] : INFO : Epoch 1641 | loss: 0.0309881 | val_loss: 0.0313013 | Time: 5323.08 ms [2022-03-15 06:30:25 main:574] : INFO : Epoch 1642 | loss: 0.0309831 | val_loss: 0.0312986 | Time: 5311.52 ms [2022-03-15 06:30:30 main:574] : INFO : Epoch 1643 | loss: 0.0309782 | val_loss: 0.0313315 | Time: 5295.92 ms [2022-03-15 06:30:35 main:574] : INFO : Epoch 1644 | loss: 0.030973 | val_loss: 0.0313044 | Time: 5346.13 ms [2022-03-15 06:30:41 main:574] : INFO : Epoch 1645 | loss: 0.0309697 | val_loss: 0.0313214 | Time: 5329.01 ms [2022-03-15 06:30:46 main:574] : INFO : Epoch 1646 | loss: 0.0309698 | val_loss: 0.0313038 | Time: 5311.87 ms [2022-03-15 06:30:52 main:574] : INFO : Epoch 1647 | loss: 0.0309821 | val_loss: 0.0313248 | Time: 5489.75 ms [2022-03-15 06:30:57 main:574] : INFO : Epoch 1648 | loss: 0.0309803 | val_loss: 0.0313022 | Time: 5318.43 ms [2022-03-15 06:31:02 main:574] : INFO : Epoch 1649 | loss: 0.0309725 | val_loss: 0.0313457 | Time: 5333.89 ms [2022-03-15 06:31:08 main:574] : INFO : Epoch 1650 | loss: 0.0309774 | val_loss: 0.0312784 | Time: 5363.79 ms [2022-03-15 06:31:13 main:574] : INFO : Epoch 1651 | loss: 0.0309802 | val_loss: 0.0313103 | Time: 5530.47 ms [2022-03-15 06:31:19 main:574] : INFO : Epoch 1652 | loss: 0.0309791 | val_loss: 0.0313155 | Time: 5735.82 ms [2022-03-15 06:31:24 main:574] : INFO : Epoch 1653 | loss: 0.0309838 | val_loss: 0.0313641 | Time: 5487.72 ms [2022-03-15 06:31:30 main:574] : INFO : Epoch 1654 | loss: 0.0309864 | val_loss: 0.031286 | Time: 5359.77 ms [2022-03-15 06:31:35 main:574] : INFO : Epoch 1655 | loss: 0.0309733 | val_loss: 0.0312944 | Time: 5313.85 ms [2022-03-15 06:31:40 main:574] : INFO : Epoch 1656 | loss: 0.0309674 | val_loss: 0.0312985 | Time: 5264.26 ms [2022-03-15 06:31:46 main:574] : INFO : Epoch 1657 | loss: 0.0309728 | val_loss: 0.0312962 | Time: 5708.14 ms [2022-03-15 06:31:52 main:574] : INFO : Epoch 1658 | loss: 0.0309772 | val_loss: 0.0313383 | Time: 5531.79 ms [2022-03-15 06:31:57 main:574] : INFO : Epoch 1659 | loss: 0.0309748 | val_loss: 0.0313428 | Time: 5344.62 ms [2022-03-15 06:32:02 main:574] : INFO : Epoch 1660 | loss: 0.0309825 | val_loss: 0.0313258 | Time: 5299.32 ms [2022-03-15 06:32:08 main:574] : INFO : Epoch 1661 | loss: 0.0309719 | val_loss: 0.0313184 | Time: 5791.75 ms [2022-03-15 06:32:14 main:574] : INFO : Epoch 1662 | loss: 0.030967 | val_loss: 0.0312935 | Time: 5796.41 ms [2022-03-15 06:32:20 main:574] : INFO : Epoch 1663 | loss: 0.0309685 | val_loss: 0.0313303 | Time: 5826.37 ms [2022-03-15 06:32:26 main:574] : INFO : Epoch 1664 | loss: 0.0309656 | val_loss: 0.0312978 | Time: 5791.75 ms [2022-03-15 06:32:31 main:574] : INFO : Epoch 1665 | loss: 0.0309826 | val_loss: 0.0312813 | Time: 5833.15 ms [2022-03-15 06:32:37 main:574] : INFO : Epoch 1666 | loss: 0.0309822 | val_loss: 0.0313639 | Time: 5584.09 ms [2022-03-15 06:32:43 main:574] : INFO : Epoch 1667 | loss: 0.0309794 | val_loss: 0.0313281 | Time: 5764.48 ms [2022-03-15 06:32:49 main:574] : INFO : Epoch 1668 | loss: 0.0309701 | val_loss: 0.031309 | Time: 6242.12 ms [2022-03-15 06:32:54 main:574] : INFO : Epoch 1669 | loss: 0.0309839 | val_loss: 0.0312855 | Time: 5381.2 ms [2022-03-15 06:33:00 main:574] : INFO : Epoch 1670 | loss: 0.0309775 | val_loss: 0.0312999 | Time: 5366.91 ms [2022-03-15 06:33:05 main:574] : INFO : Epoch 1671 | loss: 0.030974 | val_loss: 0.0313355 | Time: 5697.29 ms [2022-03-15 06:33:11 main:574] : INFO : Epoch 1672 | loss: 0.0309817 | val_loss: 0.0313052 | Time: 5352.37 ms [2022-03-15 06:33:16 main:574] : INFO : Epoch 1673 | loss: 0.0309793 | val_loss: 0.0312977 | Time: 5329.38 ms [2022-03-15 06:33:22 main:574] : INFO : Epoch 1674 | loss: 0.030978 | val_loss: 0.0312939 | Time: 5338.02 ms [2022-03-15 06:33:27 main:574] : INFO : Epoch 1675 | loss: 0.0309943 | val_loss: 0.0312836 | Time: 5322.25 ms [2022-03-15 06:33:32 main:574] : INFO : Epoch 1676 | loss: 0.0309799 | val_loss: 0.0312959 | Time: 5554.55 ms [2022-03-15 06:33:38 main:574] : INFO : Epoch 1677 | loss: 0.0309773 | val_loss: 0.0313535 | Time: 5484.1 ms [2022-03-15 06:33:43 main:574] : INFO : Epoch 1678 | loss: 0.0309791 | val_loss: 0.0313089 | Time: 5322.07 ms [2022-03-15 06:33:49 main:574] : INFO : Epoch 1679 | loss: 0.03098 | val_loss: 0.0313122 | Time: 5334.49 ms [2022-03-15 06:33:54 main:574] : INFO : Epoch 1680 | loss: 0.0309803 | val_loss: 0.0312946 | Time: 5308.16 ms [2022-03-15 06:33:59 main:574] : INFO : Epoch 1681 | loss: 0.0309842 | val_loss: 0.0313414 | Time: 5321.41 ms [2022-03-15 06:34:05 main:574] : INFO : Epoch 1682 | loss: 0.0309884 | val_loss: 0.0312684 | Time: 5380.66 ms [2022-03-15 06:34:10 main:574] : INFO : Epoch 1683 | loss: 0.0309881 | val_loss: 0.0313424 | Time: 5293.18 ms [2022-03-15 06:34:15 main:574] : INFO : Epoch 1684 | loss: 0.03098 | val_loss: 0.0313037 | Time: 5350.54 ms [2022-03-15 06:34:21 main:574] : INFO : Epoch 1685 | loss: 0.0309882 | val_loss: 0.031322 | Time: 5322.85 ms [2022-03-15 06:34:26 main:574] : INFO : Epoch 1686 | loss: 0.0309777 | val_loss: 0.0312826 | Time: 5353.42 ms [2022-03-15 06:34:32 main:574] : INFO : Epoch 1687 | loss: 0.0309777 | val_loss: 0.0313221 | Time: 5984.55 ms [2022-03-15 06:34:37 main:574] : INFO : Epoch 1688 | loss: 0.0309776 | val_loss: 0.031306 | Time: 5318.12 ms [2022-03-15 06:34:43 main:574] : INFO : Epoch 1689 | loss: 0.0309754 | val_loss: 0.0313156 | Time: 5520.95 ms [2022-03-15 06:34:48 main:574] : INFO : Epoch 1690 | loss: 0.030976 | val_loss: 0.0313185 | Time: 5346.14 ms [2022-03-15 06:34:54 main:574] : INFO : Epoch 1691 | loss: 0.0309828 | val_loss: 0.0313271 | Time: 5345.41 ms [2022-03-15 06:34:59 main:574] : INFO : Epoch 1692 | loss: 0.0309699 | val_loss: 0.0313175 | Time: 5300.81 ms [2022-03-15 06:35:04 main:574] : INFO : Epoch 1693 | loss: 0.0309674 | val_loss: 0.0313481 | Time: 5601.33 ms [2022-03-15 06:35:10 main:574] : INFO : Epoch 1694 | loss: 0.0309701 | val_loss: 0.0313084 | Time: 5400.45 ms [2022-03-15 06:35:16 main:574] : INFO : Epoch 1695 | loss: 0.0309769 | val_loss: 0.0313068 | Time: 5789.06 ms [2022-03-15 06:35:21 main:574] : INFO : Epoch 1696 | loss: 0.0309803 | val_loss: 0.0312943 | Time: 5289.72 ms [2022-03-15 06:35:26 main:574] : INFO : Epoch 1697 | loss: 0.0309804 | val_loss: 0.031319 | Time: 5317.99 ms [2022-03-15 06:35:32 main:574] : INFO : Epoch 1698 | loss: 0.0309815 | val_loss: 0.0312895 | Time: 5375.52 ms [2022-03-15 06:35:37 main:574] : INFO : Epoch 1699 | loss: 0.0309781 | val_loss: 0.0313196 | Time: 5306.24 ms [2022-03-15 06:35:42 main:574] : INFO : Epoch 1700 | loss: 0.0309798 | val_loss: 0.0312848 | Time: 5321.98 ms [2022-03-15 06:35:48 main:574] : INFO : Epoch 1701 | loss: 0.0309752 | val_loss: 0.0312957 | Time: 5300.98 ms [2022-03-15 06:35:53 main:574] : INFO : Epoch 1702 | loss: 0.0309746 | val_loss: 0.0312807 | Time: 5334.93 ms [2022-03-15 06:35:58 main:574] : INFO : Epoch 1703 | loss: 0.0309763 | val_loss: 0.031301 | Time: 5454.94 ms [2022-03-15 06:36:04 main:574] : INFO : Epoch 1704 | loss: 0.0309791 | val_loss: 0.0313419 | Time: 5341.04 ms [2022-03-15 06:36:09 main:574] : INFO : Epoch 1705 | loss: 0.0309759 | val_loss: 0.0313055 | Time: 5296.89 ms [2022-03-15 06:36:14 main:574] : INFO : Epoch 1706 | loss: 0.0309753 | val_loss: 0.0313239 | Time: 5286.39 ms [2022-03-15 06:36:20 main:574] : INFO : Epoch 1707 | loss: 0.0309807 | val_loss: 0.0313213 | Time: 5312.64 ms [2022-03-15 06:36:25 main:574] : INFO : Epoch 1708 | loss: 0.0309796 | val_loss: 0.0313379 | Time: 5302.1 ms [2022-03-15 06:36:30 main:574] : INFO : Epoch 1709 | loss: 0.0309843 | val_loss: 0.0312992 | Time: 5397.22 ms [2022-03-15 06:36:36 main:574] : INFO : Epoch 1710 | loss: 0.0309747 | val_loss: 0.0313162 | Time: 5485.11 ms [2022-03-15 06:36:41 main:574] : INFO : Epoch 1711 | loss: 0.0309755 | val_loss: 0.0313392 | Time: 5325.72 ms [2022-03-15 06:36:47 main:574] : INFO : Epoch 1712 | loss: 0.0309766 | val_loss: 0.0313329 | Time: 5274.4 ms [2022-03-15 06:36:52 main:574] : INFO : Epoch 1713 | loss: 0.0309747 | val_loss: 0.0313177 | Time: 5294.5 ms [2022-03-15 06:36:57 main:574] : INFO : Epoch 1714 | loss: 0.03098 | val_loss: 0.0312922 | Time: 5304.51 ms [2022-03-15 06:37:02 main:574] : INFO : Epoch 1715 | loss: 0.0309823 | val_loss: 0.0313376 | Time: 5289.26 ms [2022-03-15 06:37:08 main:574] : INFO : Epoch 1716 | loss: 0.0309803 | val_loss: 0.0313287 | Time: 5298.89 ms [2022-03-15 06:37:13 main:574] : INFO : Epoch 1717 | loss: 0.0309845 | val_loss: 0.0312931 | Time: 5318.33 ms [2022-03-15 06:37:18 main:574] : INFO : Epoch 1718 | loss: 0.0309795 | val_loss: 0.0313034 | Time: 5297.36 ms [2022-03-15 06:37:24 main:574] : INFO : Epoch 1719 | loss: 0.0309739 | val_loss: 0.0313314 | Time: 5307.6 ms [2022-03-15 06:37:29 main:574] : INFO : Epoch 1720 | loss: 0.0309786 | val_loss: 0.0313039 | Time: 5301.01 ms [2022-03-15 06:37:34 main:574] : INFO : Epoch 1721 | loss: 0.0309876 | val_loss: 0.0313629 | Time: 5448.17 ms [2022-03-15 06:37:40 main:574] : INFO : Epoch 1722 | loss: 0.0309788 | val_loss: 0.0313083 | Time: 5330.36 ms [2022-03-15 06:37:45 main:574] : INFO : Epoch 1723 | loss: 0.0309686 | val_loss: 0.0312956 | Time: 5299.1 ms [2022-03-15 06:37:50 main:574] : INFO : Epoch 1724 | loss: 0.0309725 | val_loss: 0.0313003 | Time: 5277.01 ms [2022-03-15 06:37:56 main:574] : INFO : Epoch 1725 | loss: 0.03098 | val_loss: 0.0312992 | Time: 5299.38 ms [2022-03-15 06:38:01 main:574] : INFO : Epoch 1726 | loss: 0.0309749 | val_loss: 0.0313204 | Time: 5278.53 ms [2022-03-15 06:38:06 main:574] : INFO : Epoch 1727 | loss: 0.0309727 | val_loss: 0.0312906 | Time: 5311.66 ms [2022-03-15 06:38:12 main:574] : INFO : Epoch 1728 | loss: 0.0309769 | val_loss: 0.0313035 | Time: 5512.07 ms [2022-03-15 06:38:17 main:574] : INFO : Epoch 1729 | loss: 0.0309769 | val_loss: 0.0313068 | Time: 5322.8 ms [2022-03-15 06:38:22 main:574] : INFO : Epoch 1730 | loss: 0.030981 | val_loss: 0.0313177 | Time: 5317.35 ms [2022-03-15 06:38:28 main:574] : INFO : Epoch 1731 | loss: 0.0309877 | val_loss: 0.0313085 | Time: 5298.32 ms [2022-03-15 06:38:33 main:574] : INFO : Epoch 1732 | loss: 0.0309795 | val_loss: 0.0312965 | Time: 5549.96 ms [2022-03-15 06:38:39 main:574] : INFO : Epoch 1733 | loss: 0.030984 | val_loss: 0.0313235 | Time: 5321.64 ms [2022-03-15 06:38:44 main:574] : INFO : Epoch 1734 | loss: 0.0309807 | val_loss: 0.0312904 | Time: 5303.82 ms [2022-03-15 06:38:49 main:574] : INFO : Epoch 1735 | loss: 0.0309803 | val_loss: 0.0313155 | Time: 5296.66 ms [2022-03-15 06:38:55 main:574] : INFO : Epoch 1736 | loss: 0.0309707 | val_loss: 0.031289 | Time: 5290.87 ms [2022-03-15 06:39:00 main:574] : INFO : Epoch 1737 | loss: 0.0309738 | val_loss: 0.0313109 | Time: 5319.5 ms [2022-03-15 06:39:05 main:574] : INFO : Epoch 1738 | loss: 0.0309772 | val_loss: 0.0313322 | Time: 5298.35 ms [2022-03-15 06:39:10 main:574] : INFO : Epoch 1739 | loss: 0.0309707 | val_loss: 0.0313116 | Time: 5277.84 ms [2022-03-15 06:39:16 main:574] : INFO : Epoch 1740 | loss: 0.0309721 | val_loss: 0.0312889 | Time: 5294.53 ms [2022-03-15 06:39:21 main:574] : INFO : Epoch 1741 | loss: 0.0309774 | val_loss: 0.0313212 | Time: 5302.88 ms [2022-03-15 06:39:26 main:574] : INFO : Epoch 1742 | loss: 0.030982 | val_loss: 0.0313156 | Time: 5325.05 ms [2022-03-15 06:39:32 main:574] : INFO : Epoch 1743 | loss: 0.0309864 | val_loss: 0.0312706 | Time: 5396.03 ms [2022-03-15 06:39:37 main:574] : INFO : Epoch 1744 | loss: 0.0309786 | val_loss: 0.0313222 | Time: 5428.44 ms [2022-03-15 06:39:43 main:574] : INFO : Epoch 1745 | loss: 0.0309783 | val_loss: 0.0312853 | Time: 5291.99 ms [2022-03-15 06:39:48 main:574] : INFO : Epoch 1746 | loss: 0.0309808 | val_loss: 0.0313267 | Time: 5292.35 ms [2022-03-15 06:39:53 main:574] : INFO : Epoch 1747 | loss: 0.0309788 | val_loss: 0.0313333 | Time: 5305.52 ms [2022-03-15 06:39:58 main:574] : INFO : Epoch 1748 | loss: 0.0309792 | val_loss: 0.031329 | Time: 5287.5 ms [2022-03-15 06:40:04 main:574] : INFO : Epoch 1749 | loss: 0.03097 | val_loss: 0.0313358 | Time: 5292.1 ms [2022-03-15 06:40:09 main:574] : INFO : Epoch 1750 | loss: 0.0309705 | val_loss: 0.0313369 | Time: 5286.97 ms [2022-03-15 06:40:14 main:574] : INFO : Epoch 1751 | loss: 0.0309742 | val_loss: 0.031353 | Time: 5285.23 ms [2022-03-15 06:40:20 main:574] : INFO : Epoch 1752 | loss: 0.0309804 | val_loss: 0.0313235 | Time: 5300.17 ms [2022-03-15 06:40:25 main:574] : INFO : Epoch 1753 | loss: 0.0309824 | val_loss: 0.0313574 | Time: 5286.01 ms [2022-03-15 06:40:30 main:574] : INFO : Epoch 1754 | loss: 0.0309801 | val_loss: 0.031325 | Time: 5315.14 ms [2022-03-15 06:40:36 main:574] : INFO : Epoch 1755 | loss: 0.0309746 | val_loss: 0.0313025 | Time: 5510.98 ms [2022-03-15 06:40:41 main:574] : INFO : Epoch 1756 | loss: 0.030979 | val_loss: 0.0313224 | Time: 5192.85 ms [2022-03-15 06:40:47 main:574] : INFO : Epoch 1757 | loss: 0.0309786 | val_loss: 0.0313259 | Time: 5545.4 ms [2022-03-15 06:40:52 main:574] : INFO : Epoch 1758 | loss: 0.0309937 | val_loss: 0.0313277 | Time: 5688.75 ms [2022-03-15 06:40:58 main:574] : INFO : Epoch 1759 | loss: 0.0309871 | val_loss: 0.0312814 | Time: 5316.76 ms [2022-03-15 06:41:03 main:574] : INFO : Epoch 1760 | loss: 0.0309859 | val_loss: 0.0312997 | Time: 5310.89 ms [2022-03-15 06:41:08 main:574] : INFO : Epoch 1761 | loss: 0.0309792 | val_loss: 0.0313161 | Time: 5285.57 ms [2022-03-15 06:41:13 main:574] : INFO : Epoch 1762 | loss: 0.0309737 | val_loss: 0.0313257 | Time: 5292.2 ms [2022-03-15 06:41:19 main:574] : INFO : Epoch 1763 | loss: 0.0309754 | val_loss: 0.0312957 | Time: 5298.61 ms [2022-03-15 06:41:24 main:574] : INFO : Epoch 1764 | loss: 0.0309756 | val_loss: 0.0313217 | Time: 5309.22 ms [2022-03-15 06:41:29 main:574] : INFO : Epoch 1765 | loss: 0.0309746 | val_loss: 0.0313204 | Time: 5288.15 ms [2022-03-15 06:41:35 main:574] : INFO : Epoch 1766 | loss: 0.0309654 | val_loss: 0.0313408 | Time: 5301.7 ms [2022-03-15 06:41:40 main:574] : INFO : Epoch 1767 | loss: 0.0309784 | val_loss: 0.0313117 | Time: 5307.56 ms [2022-03-15 06:41:45 main:574] : INFO : Epoch 1768 | loss: 0.0309757 | val_loss: 0.0312872 | Time: 5337.8 ms [2022-03-15 06:41:51 main:574] : INFO : Epoch 1769 | loss: 0.0309788 | val_loss: 0.0313671 | Time: 5483.93 ms [2022-03-15 06:41:56 main:574] : INFO : Epoch 1770 | loss: 0.0309723 | val_loss: 0.0312942 | Time: 5290.04 ms [2022-03-15 06:42:01 main:574] : INFO : Epoch 1771 | loss: 0.0309774 | val_loss: 0.0313129 | Time: 5305.01 ms [2022-03-15 06:42:07 main:574] : INFO : Epoch 1772 | loss: 0.0309733 | val_loss: 0.0313482 | Time: 5290.86 ms [2022-03-15 06:42:12 main:574] : INFO : Epoch 1773 | loss: 0.0309912 | val_loss: 0.0312984 | Time: 5524.63 ms [2022-03-15 06:42:18 main:574] : INFO : Epoch 1774 | loss: 0.0309853 | val_loss: 0.0312887 | Time: 5573.73 ms [2022-03-15 06:42:24 main:574] : INFO : Epoch 1775 | loss: 0.0309748 | val_loss: 0.0313192 | Time: 6373.79 ms [2022-03-15 06:42:30 main:574] : INFO : Epoch 1776 | loss: 0.03097 | val_loss: 0.0313164 | Time: 5542.99 ms [2022-03-15 06:42:35 main:574] : INFO : Epoch 1777 | loss: 0.0309704 | val_loss: 0.031292 | Time: 5462.36 ms [2022-03-15 06:42:41 main:574] : INFO : Epoch 1778 | loss: 0.0309755 | val_loss: 0.0313112 | Time: 5805.77 ms [2022-03-15 06:42:47 main:574] : INFO : Epoch 1779 | loss: 0.0309742 | val_loss: 0.0312992 | Time: 6099.21 ms [2022-03-15 06:42:53 main:574] : INFO : Epoch 1780 | loss: 0.0309751 | val_loss: 0.0312994 | Time: 5538.92 ms [2022-03-15 06:42:58 main:574] : INFO : Epoch 1781 | loss: 0.0309728 | val_loss: 0.0313724 | Time: 5611.3 ms [2022-03-15 06:43:04 main:574] : INFO : Epoch 1782 | loss: 0.0309755 | val_loss: 0.0312998 | Time: 5284.16 ms [2022-03-15 06:43:09 main:574] : INFO : Epoch 1783 | loss: 0.0309833 | val_loss: 0.0312931 | Time: 5273.41 ms [2022-03-15 06:43:14 main:574] : INFO : Epoch 1784 | loss: 0.0309831 | val_loss: 0.0312941 | Time: 5286.79 ms [2022-03-15 06:43:20 main:574] : INFO : Epoch 1785 | loss: 0.030979 | val_loss: 0.0313309 | Time: 5303.07 ms [2022-03-15 06:43:25 main:574] : INFO : Epoch 1786 | loss: 0.0309676 | val_loss: 0.031304 | Time: 5294.04 ms [2022-03-15 06:43:31 main:574] : INFO : Epoch 1787 | loss: 0.0309663 | val_loss: 0.0313292 | Time: 5815.01 ms [2022-03-15 06:43:36 main:574] : INFO : Epoch 1788 | loss: 0.0309667 | val_loss: 0.0313281 | Time: 5271.53 ms [2022-03-15 06:43:41 main:574] : INFO : Epoch 1789 | loss: 0.0309822 | val_loss: 0.0313266 | Time: 5499.84 ms [2022-03-15 06:43:47 main:574] : INFO : Epoch 1790 | loss: 0.030984 | val_loss: 0.0313011 | Time: 5508.88 ms [2022-03-15 06:43:52 main:574] : INFO : Epoch 1791 | loss: 0.0309795 | val_loss: 0.0313118 | Time: 5309.15 ms [2022-03-15 06:43:58 main:574] : INFO : Epoch 1792 | loss: 0.0309752 | val_loss: 0.0312891 | Time: 5339.46 ms [2022-03-15 06:44:03 main:574] : INFO : Epoch 1793 | loss: 0.030985 | val_loss: 0.0312912 | Time: 5275 ms [2022-03-15 06:44:08 main:574] : INFO : Epoch 1794 | loss: 0.0309745 | val_loss: 0.0313139 | Time: 5295.2 ms [2022-03-15 06:44:14 main:574] : INFO : Epoch 1795 | loss: 0.0309747 | val_loss: 0.0312909 | Time: 5284.28 ms [2022-03-15 06:44:19 main:574] : INFO : Epoch 1796 | loss: 0.0309774 | val_loss: 0.0312941 | Time: 5300.6 ms [2022-03-15 06:44:24 main:574] : INFO : Epoch 1797 | loss: 0.0309803 | val_loss: 0.0313061 | Time: 5338 ms [2022-03-15 06:44:29 main:574] : INFO : Epoch 1798 | loss: 0.0309774 | val_loss: 0.0312965 | Time: 5321.56 ms [2022-03-15 06:44:35 main:574] : INFO : Epoch 1799 | loss: 0.0309793 | val_loss: 0.0312949 | Time: 5310.19 ms [2022-03-15 06:44:40 main:574] : INFO : Epoch 1800 | loss: 0.0309873 | val_loss: 0.0313414 | Time: 5318 ms [2022-03-15 06:44:46 main:574] : INFO : Epoch 1801 | loss: 0.031001 | val_loss: 0.0313217 | Time: 5373.54 ms [2022-03-15 06:44:51 main:574] : INFO : Epoch 1802 | loss: 0.0309774 | val_loss: 0.0313256 | Time: 5295.49 ms [2022-03-15 06:44:56 main:574] : INFO : Epoch 1803 | loss: 0.0309716 | val_loss: 0.0313123 | Time: 5312.06 ms [2022-03-15 06:45:01 main:574] : INFO : Epoch 1804 | loss: 0.0309787 | val_loss: 0.0312854 | Time: 5323.23 ms [2022-03-15 06:45:07 main:574] : INFO : Epoch 1805 | loss: 0.0309767 | val_loss: 0.031292 | Time: 5298.92 ms [2022-03-15 06:45:12 main:574] : INFO : Epoch 1806 | loss: 0.0309702 | val_loss: 0.0313015 | Time: 5314.25 ms [2022-03-15 06:45:17 main:574] : INFO : Epoch 1807 | loss: 0.0309678 | val_loss: 0.0313424 | Time: 5289.63 ms [2022-03-15 06:45:23 main:574] : INFO : Epoch 1808 | loss: 0.0309723 | val_loss: 0.0312718 | Time: 5395.2 ms [2022-03-15 06:45:28 main:574] : INFO : Epoch 1809 | loss: 0.0309699 | val_loss: 0.0313532 | Time: 5392.75 ms [2022-03-15 06:45:34 main:574] : INFO : Epoch 1810 | loss: 0.0309739 | val_loss: 0.031301 | Time: 5445.76 ms [2022-03-15 06:45:39 main:574] : INFO : Epoch 1811 | loss: 0.0309723 | val_loss: 0.0313015 | Time: 5362.01 ms [2022-03-15 06:45:44 main:574] : INFO : Epoch 1812 | loss: 0.0309794 | val_loss: 0.031312 | Time: 5366.13 ms [2022-03-15 06:45:50 main:574] : INFO : Epoch 1813 | loss: 0.0309753 | val_loss: 0.0313233 | Time: 5326.71 ms [2022-03-15 06:45:55 main:574] : INFO : Epoch 1814 | loss: 0.0309748 | val_loss: 0.0313533 | Time: 5501.99 ms [2022-03-15 06:46:01 main:574] : INFO : Epoch 1815 | loss: 0.0309702 | val_loss: 0.0313403 | Time: 5474.73 ms [2022-03-15 06:46:06 main:574] : INFO : Epoch 1816 | loss: 0.0309767 | val_loss: 0.0312977 | Time: 5551.89 ms [2022-03-15 06:46:12 main:574] : INFO : Epoch 1817 | loss: 0.0309793 | val_loss: 0.0313157 | Time: 5529.45 ms [2022-03-15 06:46:17 main:574] : INFO : Epoch 1818 | loss: 0.0309775 | val_loss: 0.0313109 | Time: 5303.07 ms [2022-03-15 06:46:22 main:574] : INFO : Epoch 1819 | loss: 0.0309733 | val_loss: 0.0313206 | Time: 5335.98 ms [2022-03-15 06:46:28 main:574] : INFO : Epoch 1820 | loss: 0.0309782 | val_loss: 0.0312897 | Time: 5308.67 ms [2022-03-15 06:46:33 main:574] : INFO : Epoch 1821 | loss: 0.0309783 | val_loss: 0.0312627 | Time: 5319.19 ms [2022-03-15 06:46:38 main:574] : INFO : Epoch 1822 | loss: 0.0309776 | val_loss: 0.0313066 | Time: 5369.62 ms [2022-03-15 06:46:44 main:574] : INFO : Epoch 1823 | loss: 0.0309746 | val_loss: 0.0313174 | Time: 5321.48 ms [2022-03-15 06:46:49 main:574] : INFO : Epoch 1824 | loss: 0.0309746 | val_loss: 0.0313002 | Time: 5352.39 ms [2022-03-15 06:46:55 main:574] : INFO : Epoch 1825 | loss: 0.0309696 | val_loss: 0.0313034 | Time: 5329.85 ms [2022-03-15 06:47:00 main:574] : INFO : Epoch 1826 | loss: 0.0309657 | val_loss: 0.0313064 | Time: 5307.3 ms [2022-03-15 06:47:05 main:574] : INFO : Epoch 1827 | loss: 0.0309726 | val_loss: 0.0313201 | Time: 5359.45 ms [2022-03-15 06:47:11 main:574] : INFO : Epoch 1828 | loss: 0.0309728 | val_loss: 0.0312883 | Time: 5326.46 ms [2022-03-15 06:47:16 main:574] : INFO : Epoch 1829 | loss: 0.0309783 | val_loss: 0.0312879 | Time: 5344.66 ms [2022-03-15 06:47:21 main:574] : INFO : Epoch 1830 | loss: 0.0309847 | val_loss: 0.0313798 | Time: 5327.23 ms [2022-03-15 06:47:27 main:574] : INFO : Epoch 1831 | loss: 0.0309902 | val_loss: 0.0312776 | Time: 5352.08 ms [2022-03-15 06:47:32 main:574] : INFO : Epoch 1832 | loss: 0.0309819 | val_loss: 0.0312762 | Time: 5313.29 ms [2022-03-15 06:47:37 main:574] : INFO : Epoch 1833 | loss: 0.0309878 | val_loss: 0.0312583 | Time: 5334.43 ms [2022-03-15 06:47:43 main:574] : INFO : Epoch 1834 | loss: 0.0309826 | val_loss: 0.0313558 | Time: 5279.2 ms [2022-03-15 06:47:48 main:574] : INFO : Epoch 1835 | loss: 0.0309824 | val_loss: 0.0313126 | Time: 5336.34 ms [2022-03-15 06:47:54 main:574] : INFO : Epoch 1836 | loss: 0.0309857 | val_loss: 0.0313353 | Time: 5851.76 ms [2022-03-15 06:47:59 main:574] : INFO : Epoch 1837 | loss: 0.0309819 | val_loss: 0.0313124 | Time: 5295.54 ms [2022-03-15 06:48:04 main:574] : INFO : Epoch 1838 | loss: 0.0309704 | val_loss: 0.0313489 | Time: 5321.18 ms [2022-03-15 06:48:10 main:574] : INFO : Epoch 1839 | loss: 0.0309683 | val_loss: 0.0313215 | Time: 5317.48 ms [2022-03-15 06:48:15 main:574] : INFO : Epoch 1840 | loss: 0.0309708 | val_loss: 0.0313069 | Time: 5307.53 ms [2022-03-15 06:48:20 main:574] : INFO : Epoch 1841 | loss: 0.0309727 | val_loss: 0.0313865 | Time: 5350.06 ms [2022-03-15 06:48:26 main:574] : INFO : Epoch 1842 | loss: 0.0309914 | val_loss: 0.0312579 | Time: 5338.39 ms [2022-03-15 06:48:31 main:574] : INFO : Epoch 1843 | loss: 0.0309999 | val_loss: 0.0313364 | Time: 5325.76 ms [2022-03-15 06:48:36 main:574] : INFO : Epoch 1844 | loss: 0.0309875 | val_loss: 0.0313215 | Time: 5327.46 ms [2022-03-15 06:48:42 main:574] : INFO : Epoch 1845 | loss: 0.0309695 | val_loss: 0.0313157 | Time: 5312.41 ms [2022-03-15 06:48:47 main:574] : INFO : Epoch 1846 | loss: 0.030982 | val_loss: 0.0313197 | Time: 5311.58 ms [2022-03-15 06:48:52 main:574] : INFO : Epoch 1847 | loss: 0.0309791 | val_loss: 0.0313102 | Time: 5329.19 ms [2022-03-15 06:48:58 main:574] : INFO : Epoch 1848 | loss: 0.0309719 | val_loss: 0.0312855 | Time: 5298.69 ms [2022-03-15 06:49:03 main:574] : INFO : Epoch 1849 | loss: 0.0309771 | val_loss: 0.0313462 | Time: 5319.2 ms [2022-03-15 06:49:09 main:574] : INFO : Epoch 1850 | loss: 0.03098 | val_loss: 0.0313153 | Time: 5820.75 ms [2022-03-15 06:49:14 main:574] : INFO : Epoch 1851 | loss: 0.0309929 | val_loss: 0.0313286 | Time: 5633.1 ms [2022-03-15 06:49:20 main:574] : INFO : Epoch 1852 | loss: 0.0309752 | val_loss: 0.0313191 | Time: 5342.25 ms [2022-03-15 06:49:25 main:574] : INFO : Epoch 1853 | loss: 0.0309704 | val_loss: 0.0313122 | Time: 5333.52 ms [2022-03-15 06:49:31 main:574] : INFO : Epoch 1854 | loss: 0.0309747 | val_loss: 0.0313142 | Time: 5362.67 ms [2022-03-15 06:49:36 main:574] : INFO : Epoch 1855 | loss: 0.0309853 | val_loss: 0.03131 | Time: 5334.36 ms [2022-03-15 06:49:41 main:574] : INFO : Epoch 1856 | loss: 0.030978 | val_loss: 0.031319 | Time: 5245.88 ms [2022-03-15 06:49:47 main:574] : INFO : Epoch 1857 | loss: 0.0309738 | val_loss: 0.0312975 | Time: 5404.67 ms [2022-03-15 06:49:52 main:574] : INFO : Epoch 1858 | loss: 0.0309737 | val_loss: 0.0313125 | Time: 5843.4 ms [2022-03-15 06:49:58 main:574] : INFO : Epoch 1859 | loss: 0.0309746 | val_loss: 0.031298 | Time: 5790.3 ms [2022-03-15 06:50:03 main:574] : INFO : Epoch 1860 | loss: 0.0309739 | val_loss: 0.0312924 | Time: 5290.05 ms [2022-03-15 06:50:09 main:574] : INFO : Epoch 1861 | loss: 0.0310024 | val_loss: 0.0312889 | Time: 5325.74 ms [2022-03-15 06:50:14 main:574] : INFO : Epoch 1862 | loss: 0.0309967 | val_loss: 0.0312655 | Time: 5310.74 ms [2022-03-15 06:50:20 main:574] : INFO : Epoch 1863 | loss: 0.0309848 | val_loss: 0.0313082 | Time: 5611.16 ms [2022-03-15 06:50:26 main:574] : INFO : Epoch 1864 | loss: 0.030975 | val_loss: 0.0313114 | Time: 6184.07 ms [2022-03-15 06:50:32 main:574] : INFO : Epoch 1865 | loss: 0.0309848 | val_loss: 0.0313082 | Time: 5588.87 ms [2022-03-15 06:50:37 main:574] : INFO : Epoch 1866 | loss: 0.0309778 | val_loss: 0.0312773 | Time: 5848.02 ms [2022-03-15 06:50:44 main:574] : INFO : Epoch 1867 | loss: 0.0309753 | val_loss: 0.0313067 | Time: 6117.37 ms [2022-03-15 06:50:49 main:574] : INFO : Epoch 1868 | loss: 0.0309866 | val_loss: 0.0313292 | Time: 5869.8 ms [2022-03-15 06:50:55 main:574] : INFO : Epoch 1869 | loss: 0.0309809 | val_loss: 0.031272 | Time: 5368.34 ms [2022-03-15 06:51:00 main:574] : INFO : Epoch 1870 | loss: 0.0309861 | val_loss: 0.031341 | Time: 5264.98 ms [2022-03-15 06:51:05 main:574] : INFO : Epoch 1871 | loss: 0.0309907 | val_loss: 0.0312818 | Time: 5276.44 ms [2022-03-15 06:51:11 main:574] : INFO : Epoch 1872 | loss: 0.0309829 | val_loss: 0.0312911 | Time: 5275.41 ms [2022-03-15 06:51:17 main:574] : INFO : Epoch 1873 | loss: 0.0309778 | val_loss: 0.0312849 | Time: 5904.59 ms [2022-03-15 06:51:22 main:574] : INFO : Epoch 1874 | loss: 0.030982 | val_loss: 0.031305 | Time: 5798.31 ms [2022-03-15 06:51:29 main:574] : INFO : Epoch 1875 | loss: 0.0309796 | val_loss: 0.0313179 | Time: 6389.7 ms [2022-03-15 06:51:35 main:574] : INFO : Epoch 1876 | loss: 0.0309874 | val_loss: 0.0312862 | Time: 5790.69 ms [2022-03-15 06:51:40 main:574] : INFO : Epoch 1877 | loss: 0.0309761 | val_loss: 0.031272 | Time: 5924.53 ms [2022-03-15 06:51:47 main:574] : INFO : Epoch 1878 | loss: 0.0309774 | val_loss: 0.0312966 | Time: 6132.05 ms [2022-03-15 06:51:52 main:574] : INFO : Epoch 1879 | loss: 0.0309785 | val_loss: 0.031341 | Time: 5872.96 ms [2022-03-15 06:51:58 main:574] : INFO : Epoch 1880 | loss: 0.0309708 | val_loss: 0.0313223 | Time: 5588.75 ms [2022-03-15 06:52:04 main:574] : INFO : Epoch 1881 | loss: 0.0309738 | val_loss: 0.0313216 | Time: 5984.95 ms [2022-03-15 06:52:10 main:574] : INFO : Epoch 1882 | loss: 0.0309724 | val_loss: 0.0313348 | Time: 5468.19 ms [2022-03-15 06:52:15 main:574] : INFO : Epoch 1883 | loss: 0.0309726 | val_loss: 0.031314 | Time: 5310.53 ms [2022-03-15 06:52:20 main:574] : INFO : Epoch 1884 | loss: 0.0309795 | val_loss: 0.0313323 | Time: 5317.87 ms [2022-03-15 06:52:26 main:574] : INFO : Epoch 1885 | loss: 0.0309801 | val_loss: 0.0312948 | Time: 5338.35 ms [2022-03-15 06:52:31 main:574] : INFO : Epoch 1886 | loss: 0.0309773 | val_loss: 0.0313204 | Time: 5313.16 ms [2022-03-15 06:52:36 main:574] : INFO : Epoch 1887 | loss: 0.0309711 | val_loss: 0.0313388 | Time: 5486.15 ms [2022-03-15 06:52:42 main:574] : INFO : Epoch 1888 | loss: 0.0309707 | val_loss: 0.0313266 | Time: 5315.21 ms [2022-03-15 06:52:48 main:574] : INFO : Epoch 1889 | loss: 0.0309695 | val_loss: 0.0312715 | Time: 6143.9 ms [2022-03-15 06:52:53 main:574] : INFO : Epoch 1890 | loss: 0.0309778 | val_loss: 0.0313239 | Time: 5311.7 ms [2022-03-15 06:52:58 main:574] : INFO : Epoch 1891 | loss: 0.030986 | val_loss: 0.03132 | Time: 5303.4 ms [2022-03-15 06:53:04 main:574] : INFO : Epoch 1892 | loss: 0.0309834 | val_loss: 0.0313263 | Time: 5295.56 ms [2022-03-15 06:53:09 main:574] : INFO : Epoch 1893 | loss: 0.0309858 | val_loss: 0.0312987 | Time: 5290.7 ms [2022-03-15 06:53:14 main:574] : INFO : Epoch 1894 | loss: 0.0309764 | val_loss: 0.0312937 | Time: 5310.33 ms [2022-03-15 06:53:20 main:574] : INFO : Epoch 1895 | loss: 0.030984 | val_loss: 0.0312957 | Time: 5825.88 ms [2022-03-15 06:53:26 main:574] : INFO : Epoch 1896 | loss: 0.0309732 | val_loss: 0.0313068 | Time: 5983.92 ms [2022-03-15 06:53:32 main:574] : INFO : Epoch 1897 | loss: 0.0309829 | val_loss: 0.0313147 | Time: 5634.88 ms [2022-03-15 06:53:37 main:574] : INFO : Epoch 1898 | loss: 0.0309791 | val_loss: 0.0313144 | Time: 5307.2 ms [2022-03-15 06:53:42 main:574] : INFO : Epoch 1899 | loss: 0.0309717 | val_loss: 0.031319 | Time: 5300.73 ms [2022-03-15 06:53:48 main:574] : INFO : Epoch 1900 | loss: 0.0309843 | val_loss: 0.0313387 | Time: 5450.5 ms [2022-03-15 06:53:53 main:574] : INFO : Epoch 1901 | loss: 0.0309782 | val_loss: 0.0313034 | Time: 5389.43 ms [2022-03-15 06:53:59 main:574] : INFO : Epoch 1902 | loss: 0.0309809 | val_loss: 0.0312832 | Time: 5483.45 ms [2022-03-15 06:54:04 main:574] : INFO : Epoch 1903 | loss: 0.030975 | val_loss: 0.0312976 | Time: 5273.15 ms [2022-03-15 06:54:09 main:574] : INFO : Epoch 1904 | loss: 0.0309731 | val_loss: 0.0313305 | Time: 5292.91 ms [2022-03-15 06:54:15 main:574] : INFO : Epoch 1905 | loss: 0.0309783 | val_loss: 0.0312973 | Time: 5289.31 ms [2022-03-15 06:54:20 main:574] : INFO : Epoch 1906 | loss: 0.0309736 | val_loss: 0.0312959 | Time: 5310.11 ms [2022-03-15 06:54:25 main:574] : INFO : Epoch 1907 | loss: 0.0309706 | val_loss: 0.0313296 | Time: 5409.72 ms [2022-03-15 06:54:31 main:574] : INFO : Epoch 1908 | loss: 0.0309735 | val_loss: 0.031296 | Time: 5687.14 ms [2022-03-15 06:54:37 main:574] : INFO : Epoch 1909 | loss: 0.0309776 | val_loss: 0.0313463 | Time: 5627.19 ms [2022-03-15 06:54:43 main:574] : INFO : Epoch 1910 | loss: 0.0309772 | val_loss: 0.0312802 | Time: 5868.84 ms [2022-03-15 06:54:48 main:574] : INFO : Epoch 1911 | loss: 0.0309703 | val_loss: 0.0312849 | Time: 5347.61 ms [2022-03-15 06:54:53 main:574] : INFO : Epoch 1912 | loss: 0.0309677 | val_loss: 0.0313221 | Time: 5363.37 ms [2022-03-15 06:54:59 main:574] : INFO : Epoch 1913 | loss: 0.0309621 | val_loss: 0.03133 | Time: 5305.36 ms [2022-03-15 06:55:04 main:574] : INFO : Epoch 1914 | loss: 0.030972 | val_loss: 0.0313085 | Time: 5318.41 ms [2022-03-15 06:55:09 main:574] : INFO : Epoch 1915 | loss: 0.0309751 | val_loss: 0.0313132 | Time: 5313.29 ms [2022-03-15 06:55:15 main:574] : INFO : Epoch 1916 | loss: 0.0309777 | val_loss: 0.0313043 | Time: 5355.49 ms [2022-03-15 06:55:20 main:574] : INFO : Epoch 1917 | loss: 0.0309824 | val_loss: 0.0313066 | Time: 5320.06 ms [2022-03-15 06:55:26 main:574] : INFO : Epoch 1918 | loss: 0.0309763 | val_loss: 0.0313188 | Time: 5524.06 ms [2022-03-15 06:55:31 main:574] : INFO : Epoch 1919 | loss: 0.030976 | val_loss: 0.0312884 | Time: 5829.14 ms [2022-03-15 06:55:37 main:574] : INFO : Epoch 1920 | loss: 0.030995 | val_loss: 0.0313331 | Time: 5819.77 ms [2022-03-15 06:55:43 main:574] : INFO : Epoch 1921 | loss: 0.0309835 | val_loss: 0.0312774 | Time: 5317.44 ms [2022-03-15 06:55:48 main:574] : INFO : Epoch 1922 | loss: 0.0309832 | val_loss: 0.0313223 | Time: 5306.13 ms [2022-03-15 06:55:53 main:574] : INFO : Epoch 1923 | loss: 0.0309799 | val_loss: 0.0313274 | Time: 5295.13 ms [2022-03-15 06:55:58 main:574] : INFO : Epoch 1924 | loss: 0.0309758 | val_loss: 0.0313205 | Time: 5283.82 ms [2022-03-15 06:56:04 main:574] : INFO : Epoch 1925 | loss: 0.0309769 | val_loss: 0.0312862 | Time: 5312.12 ms [2022-03-15 06:56:09 main:574] : INFO : Epoch 1926 | loss: 0.0309698 | val_loss: 0.0312875 | Time: 5288.98 ms [2022-03-15 06:56:14 main:574] : INFO : Epoch 1927 | loss: 0.0309741 | val_loss: 0.0313129 | Time: 5284.61 ms [2022-03-15 06:56:20 main:574] : INFO : Epoch 1928 | loss: 0.0309783 | val_loss: 0.0313526 | Time: 5331.17 ms [2022-03-15 06:56:26 main:574] : INFO : Epoch 1929 | loss: 0.0309765 | val_loss: 0.0312867 | Time: 6086.53 ms [2022-03-15 06:56:32 main:574] : INFO : Epoch 1930 | loss: 0.0309696 | val_loss: 0.0313207 | Time: 6057.05 ms [2022-03-15 06:56:37 main:574] : INFO : Epoch 1931 | loss: 0.0309757 | val_loss: 0.0313287 | Time: 5494.81 ms [2022-03-15 06:56:43 main:574] : INFO : Epoch 1932 | loss: 0.0309755 | val_loss: 0.0312796 | Time: 5299.48 ms [2022-03-15 06:56:48 main:574] : INFO : Epoch 1933 | loss: 0.0309795 | val_loss: 0.0312986 | Time: 5316.3 ms [2022-03-15 06:56:53 main:574] : INFO : Epoch 1934 | loss: 0.0309694 | val_loss: 0.0313151 | Time: 5302.43 ms [2022-03-15 06:56:59 main:574] : INFO : Epoch 1935 | loss: 0.0309746 | val_loss: 0.0313043 | Time: 5282.44 ms [2022-03-15 06:57:04 main:574] : INFO : Epoch 1936 | loss: 0.0309747 | val_loss: 0.0312992 | Time: 5562.46 ms [2022-03-15 06:57:10 main:574] : INFO : Epoch 1937 | loss: 0.0309691 | val_loss: 0.0313028 | Time: 6020.18 ms [2022-03-15 06:57:16 main:574] : INFO : Epoch 1938 | loss: 0.0309787 | val_loss: 0.0313319 | Time: 5897.45 ms [2022-03-15 06:57:22 main:574] : INFO : Epoch 1939 | loss: 0.0309883 | val_loss: 0.0312773 | Time: 5702.79 ms [2022-03-15 06:57:28 main:574] : INFO : Epoch 1940 | loss: 0.0309769 | val_loss: 0.0313157 | Time: 6132.42 ms [2022-03-15 06:57:34 main:574] : INFO : Epoch 1941 | loss: 0.0309744 | val_loss: 0.0313107 | Time: 6177.37 ms [2022-03-15 06:57:40 main:574] : INFO : Epoch 1942 | loss: 0.0309702 | val_loss: 0.0313233 | Time: 5945.68 ms [2022-03-15 06:57:45 main:574] : INFO : Epoch 1943 | loss: 0.0309671 | val_loss: 0.031295 | Time: 5319.4 ms [2022-03-15 06:57:51 main:574] : INFO : Epoch 1944 | loss: 0.0309732 | val_loss: 0.0313234 | Time: 5323.47 ms [2022-03-15 06:57:56 main:574] : INFO : Epoch 1945 | loss: 0.030987 | val_loss: 0.0312683 | Time: 5482.79 ms [2022-03-15 06:58:02 main:574] : INFO : Epoch 1946 | loss: 0.030981 | val_loss: 0.0312719 | Time: 5850.49 ms [2022-03-15 06:58:07 main:574] : INFO : Epoch 1947 | loss: 0.0309763 | val_loss: 0.0313326 | Time: 5327.04 ms [2022-03-15 06:58:13 main:574] : INFO : Epoch 1948 | loss: 0.0309715 | val_loss: 0.0312975 | Time: 5309.45 ms [2022-03-15 06:58:18 main:574] : INFO : Epoch 1949 | loss: 0.0309734 | val_loss: 0.031292 | Time: 5301.09 ms [2022-03-15 06:58:23 main:574] : INFO : Epoch 1950 | loss: 0.0309791 | val_loss: 0.0313038 | Time: 5340.3 ms [2022-03-15 06:58:29 main:574] : INFO : Epoch 1951 | loss: 0.0309753 | val_loss: 0.0312932 | Time: 5789.44 ms [2022-03-15 06:58:35 main:574] : INFO : Epoch 1952 | loss: 0.0309804 | val_loss: 0.0313276 | Time: 5829.84 ms [2022-03-15 06:58:41 main:574] : INFO : Epoch 1953 | loss: 0.0309732 | val_loss: 0.0313441 | Time: 6044.63 ms [2022-03-15 06:58:47 main:574] : INFO : Epoch 1954 | loss: 0.0309946 | val_loss: 0.0312856 | Time: 5559.04 ms [2022-03-15 06:58:52 main:574] : INFO : Epoch 1955 | loss: 0.0309801 | val_loss: 0.0313113 | Time: 5541.43 ms [2022-03-15 06:58:58 main:574] : INFO : Epoch 1956 | loss: 0.0309841 | val_loss: 0.0313018 | Time: 5310.18 ms [2022-03-15 06:59:03 main:574] : INFO : Epoch 1957 | loss: 0.0309811 | val_loss: 0.0313099 | Time: 5307.5 ms [2022-03-15 06:59:08 main:574] : INFO : Epoch 1958 | loss: 0.030983 | val_loss: 0.0313312 | Time: 5292.19 ms [2022-03-15 06:59:14 main:574] : INFO : Epoch 1959 | loss: 0.0309792 | val_loss: 0.031311 | Time: 5464.42 ms [2022-03-15 06:59:19 main:574] : INFO : Epoch 1960 | loss: 0.0309712 | val_loss: 0.031357 | Time: 5455.61 ms [2022-03-15 06:59:25 main:574] : INFO : Epoch 1961 | loss: 0.0309833 | val_loss: 0.0313004 | Time: 5479.31 ms [2022-03-15 06:59:30 main:574] : INFO : Epoch 1962 | loss: 0.0309837 | val_loss: 0.0312903 | Time: 5435.13 ms [2022-03-15 06:59:35 main:574] : INFO : Epoch 1963 | loss: 0.0309872 | val_loss: 0.0312756 | Time: 5383 ms [2022-03-15 06:59:41 main:574] : INFO : Epoch 1964 | loss: 0.0309785 | val_loss: 0.0313382 | Time: 5313.87 ms [2022-03-15 06:59:46 main:574] : INFO : Epoch 1965 | loss: 0.0309793 | val_loss: 0.0313146 | Time: 5300.31 ms [2022-03-15 06:59:51 main:574] : INFO : Epoch 1966 | loss: 0.030976 | val_loss: 0.031312 | Time: 5282.31 ms [2022-03-15 06:59:57 main:574] : INFO : Epoch 1967 | loss: 0.0309718 | val_loss: 0.0313081 | Time: 5281.8 ms [2022-03-15 07:00:02 main:574] : INFO : Epoch 1968 | loss: 0.0309728 | val_loss: 0.0313401 | Time: 5329.9 ms [2022-03-15 07:00:07 main:574] : INFO : Epoch 1969 | loss: 0.0309643 | val_loss: 0.0313321 | Time: 5285 ms [2022-03-15 07:00:13 main:574] : INFO : Epoch 1970 | loss: 0.0309678 | val_loss: 0.0313375 | Time: 5733.7 ms [2022-03-15 07:00:19 main:574] : INFO : Epoch 1971 | loss: 0.0309764 | val_loss: 0.031289 | Time: 5546.04 ms [2022-03-15 07:00:24 main:574] : INFO : Epoch 1972 | loss: 0.0309705 | val_loss: 0.0313453 | Time: 5421.21 ms [2022-03-15 07:00:30 main:574] : INFO : Epoch 1973 | loss: 0.0309733 | val_loss: 0.0312874 | Time: 6307.83 ms [2022-03-15 07:00:36 main:574] : INFO : Epoch 1974 | loss: 0.0309833 | val_loss: 0.0313084 | Time: 5783.86 ms [2022-03-15 07:00:42 main:574] : INFO : Epoch 1975 | loss: 0.0309763 | val_loss: 0.0313131 | Time: 5357.44 ms [2022-03-15 07:00:47 main:574] : INFO : Epoch 1976 | loss: 0.0309891 | val_loss: 0.0312836 | Time: 5320.16 ms [2022-03-15 07:00:52 main:574] : INFO : Epoch 1977 | loss: 0.0309799 | val_loss: 0.0313178 | Time: 5291.94 ms [2022-03-15 07:00:57 main:574] : INFO : Epoch 1978 | loss: 0.0309827 | val_loss: 0.031352 | Time: 5295.14 ms [2022-03-15 07:01:03 main:574] : INFO : Epoch 1979 | loss: 0.030983 | val_loss: 0.0312852 | Time: 5282.49 ms [2022-03-15 07:01:08 main:574] : INFO : Epoch 1980 | loss: 0.0309729 | val_loss: 0.0313714 | Time: 5321.77 ms [2022-03-15 07:01:13 main:574] : INFO : Epoch 1981 | loss: 0.0309689 | val_loss: 0.031358 | Time: 5299.96 ms [2022-03-15 07:01:19 main:574] : INFO : Epoch 1982 | loss: 0.0309723 | val_loss: 0.0313208 | Time: 5761.59 ms [2022-03-15 07:01:25 main:574] : INFO : Epoch 1983 | loss: 0.0309737 | val_loss: 0.0312877 | Time: 5538.89 ms [2022-03-15 07:01:30 main:574] : INFO : Epoch 1984 | loss: 0.0309738 | val_loss: 0.0313197 | Time: 5338.44 ms [2022-03-15 07:01:36 main:574] : INFO : Epoch 1985 | loss: 0.0309816 | val_loss: 0.0312951 | Time: 6048.25 ms [2022-03-15 07:01:42 main:574] : INFO : Epoch 1986 | loss: 0.030983 | val_loss: 0.0312972 | Time: 5482.54 ms [2022-03-15 07:01:47 main:574] : INFO : Epoch 1987 | loss: 0.0309802 | val_loss: 0.0313292 | Time: 5435.13 ms [2022-03-15 07:01:52 main:574] : INFO : Epoch 1988 | loss: 0.0309794 | val_loss: 0.0312979 | Time: 5343.37 ms [2022-03-15 07:01:58 main:574] : INFO : Epoch 1989 | loss: 0.0309863 | val_loss: 0.0313004 | Time: 5304.6 ms [2022-03-15 07:02:03 main:574] : INFO : Epoch 1990 | loss: 0.030988 | val_loss: 0.0313159 | Time: 5628.98 ms [2022-03-15 07:02:09 main:574] : INFO : Epoch 1991 | loss: 0.0310163 | val_loss: 0.0313278 | Time: 5514.45 ms [2022-03-15 07:02:15 main:574] : INFO : Epoch 1992 | loss: 0.0309891 | val_loss: 0.031298 | Time: 5656.96 ms [2022-03-15 07:02:21 main:574] : INFO : Epoch 1993 | loss: 0.0309744 | val_loss: 0.0313141 | Time: 6005.1 ms [2022-03-15 07:02:26 main:574] : INFO : Epoch 1994 | loss: 0.0309698 | val_loss: 0.0312955 | Time: 5479.66 ms [2022-03-15 07:02:32 main:574] : INFO : Epoch 1995 | loss: 0.0309797 | val_loss: 0.0313418 | Time: 5910.47 ms [2022-03-15 07:02:38 main:574] : INFO : Epoch 1996 | loss: 0.0309758 | val_loss: 0.0312822 | Time: 5600 ms [2022-03-15 07:02:43 main:574] : INFO : Epoch 1997 | loss: 0.0309719 | val_loss: 0.0313451 | Time: 5464.02 ms [2022-03-15 07:02:48 main:574] : INFO : Epoch 1998 | loss: 0.0309688 | val_loss: 0.0313272 | Time: 5330.26 ms [2022-03-15 07:02:54 main:574] : INFO : Epoch 1999 | loss: 0.0309684 | val_loss: 0.0313406 | Time: 5297.17 ms [2022-03-15 07:02:59 main:574] : INFO : Epoch 2000 | loss: 0.0309698 | val_loss: 0.0313108 | Time: 5284.38 ms [2022-03-15 07:03:04 main:574] : INFO : Epoch 2001 | loss: 0.0309775 | val_loss: 0.0313101 | Time: 5267.83 ms [2022-03-15 07:03:10 main:574] : INFO : Epoch 2002 | loss: 0.0309778 | val_loss: 0.031355 | Time: 5915.67 ms [2022-03-15 07:03:16 main:574] : INFO : Epoch 2003 | loss: 0.0309811 | val_loss: 0.0313236 | Time: 5806.05 ms [2022-03-15 07:03:22 main:574] : INFO : Epoch 2004 | loss: 0.0309791 | val_loss: 0.0313091 | Time: 5749.87 ms [2022-03-15 07:03:27 main:574] : INFO : Epoch 2005 | loss: 0.0309702 | val_loss: 0.031322 | Time: 5540.86 ms [2022-03-15 07:03:33 main:574] : INFO : Epoch 2006 | loss: 0.0309777 | val_loss: 0.0313019 | Time: 5559.11 ms [2022-03-15 07:03:38 main:574] : INFO : Epoch 2007 | loss: 0.0309745 | val_loss: 0.0312708 | Time: 5328.42 ms [2022-03-15 07:03:43 main:574] : INFO : Epoch 2008 | loss: 0.0309721 | val_loss: 0.0313237 | Time: 5303.09 ms [2022-03-15 07:03:49 main:574] : INFO : Epoch 2009 | loss: 0.0309676 | val_loss: 0.031303 | Time: 5491.48 ms [2022-03-15 07:03:55 main:574] : INFO : Epoch 2010 | loss: 0.0309776 | val_loss: 0.0312704 | Time: 5522.35 ms [2022-03-15 07:04:00 main:574] : INFO : Epoch 2011 | loss: 0.0309837 | val_loss: 0.0313118 | Time: 5803.05 ms [2022-03-15 07:04:06 main:574] : INFO : Epoch 2012 | loss: 0.0309729 | val_loss: 0.0312967 | Time: 5327.91 ms [2022-03-15 07:04:11 main:574] : INFO : Epoch 2013 | loss: 0.0309683 | val_loss: 0.0313233 | Time: 5293.32 ms [2022-03-15 07:04:17 main:574] : INFO : Epoch 2014 | loss: 0.0309698 | val_loss: 0.0313186 | Time: 5643.77 ms [2022-03-15 07:04:23 main:574] : INFO : Epoch 2015 | loss: 0.0309921 | val_loss: 0.0312588 | Time: 5996.08 ms [2022-03-15 07:04:28 main:574] : INFO : Epoch 2016 | loss: 0.0309846 | val_loss: 0.0313243 | Time: 5317.97 ms [2022-03-15 07:04:33 main:574] : INFO : Epoch 2017 | loss: 0.0309719 | val_loss: 0.0313479 | Time: 5315.41 ms [2022-03-15 07:04:39 main:574] : INFO : Epoch 2018 | loss: 0.0309729 | val_loss: 0.0312692 | Time: 5314.67 ms [2022-03-15 07:04:44 main:574] : INFO : Epoch 2019 | loss: 0.0309741 | val_loss: 0.0312892 | Time: 5278.79 ms [2022-03-15 07:04:49 main:574] : INFO : Epoch 2020 | loss: 0.0309795 | val_loss: 0.0313528 | Time: 5309.49 ms [2022-03-15 07:04:55 main:574] : INFO : Epoch 2021 | loss: 0.0309798 | val_loss: 0.0313418 | Time: 5476.76 ms [2022-03-15 07:05:01 main:574] : INFO : Epoch 2022 | loss: 0.0309735 | val_loss: 0.0313102 | Time: 5828.67 ms [2022-03-15 07:05:07 main:574] : INFO : Epoch 2023 | loss: 0.0309742 | val_loss: 0.0313243 | Time: 6298.26 ms [2022-03-15 07:05:12 main:574] : INFO : Epoch 2024 | loss: 0.0309767 | val_loss: 0.0313098 | Time: 5302.91 ms [2022-03-15 07:05:17 main:574] : INFO : Epoch 2025 | loss: 0.0309766 | val_loss: 0.0312997 | Time: 5294.07 ms [2022-03-15 07:05:23 main:574] : INFO : Epoch 2026 | loss: 0.0309857 | val_loss: 0.0313254 | Time: 5354.22 ms [2022-03-15 07:05:28 main:574] : INFO : Epoch 2027 | loss: 0.0309877 | val_loss: 0.0313278 | Time: 5634.26 ms [2022-03-15 07:05:34 main:574] : INFO : Epoch 2028 | loss: 0.0309758 | val_loss: 0.0312995 | Time: 5514.43 ms [2022-03-15 07:05:40 main:574] : INFO : Epoch 2029 | loss: 0.0309703 | val_loss: 0.0312968 | Time: 5598.54 ms [2022-03-15 07:05:46 main:574] : INFO : Epoch 2030 | loss: 0.0309768 | val_loss: 0.031285 | Time: 5964.19 ms [2022-03-15 07:05:51 main:574] : INFO : Epoch 2031 | loss: 0.0309792 | val_loss: 0.0313255 | Time: 5380.78 ms [2022-03-15 07:05:56 main:574] : INFO : Epoch 2032 | loss: 0.030981 | val_loss: 0.031324 | Time: 5360.02 ms [2022-03-15 07:06:02 main:574] : INFO : Epoch 2033 | loss: 0.0309781 | val_loss: 0.031305 | Time: 5356.74 ms [2022-03-15 07:06:08 main:574] : INFO : Epoch 2034 | loss: 0.0309743 | val_loss: 0.03128 | Time: 5852.9 ms [2022-03-15 07:06:13 main:574] : INFO : Epoch 2035 | loss: 0.0309869 | val_loss: 0.0312496 | Time: 5506.54 ms [2022-03-15 07:06:18 main:574] : INFO : Epoch 2036 | loss: 0.0309799 | val_loss: 0.0312857 | Time: 5336.72 ms [2022-03-15 07:06:24 main:574] : INFO : Epoch 2037 | loss: 0.0310114 | val_loss: 0.0313883 | Time: 5377.69 ms [2022-03-15 07:06:29 main:574] : INFO : Epoch 2038 | loss: 0.0309975 | val_loss: 0.0313447 | Time: 5345.58 ms [2022-03-15 07:06:35 main:574] : INFO : Epoch 2039 | loss: 0.0309797 | val_loss: 0.0312777 | Time: 6149.95 ms [2022-03-15 07:06:41 main:574] : INFO : Epoch 2040 | loss: 0.0309754 | val_loss: 0.03132 | Time: 5693.8 ms [2022-03-15 07:06:47 main:574] : INFO : Epoch 2041 | loss: 0.0309753 | val_loss: 0.0313249 | Time: 5597.62 ms [2022-03-15 07:06:53 main:574] : INFO : Epoch 2042 | loss: 0.0309705 | val_loss: 0.0313142 | Time: 6013.29 ms [2022-03-15 07:06:58 main:574] : INFO : Epoch 2043 | loss: 0.0309682 | val_loss: 0.0313344 | Time: 5512.2 ms [2022-03-15 07:07:04 main:574] : INFO : Epoch 2044 | loss: 0.0309736 | val_loss: 0.0312939 | Time: 5695.23 ms [2022-03-15 07:07:09 main:574] : INFO : Epoch 2045 | loss: 0.0309718 | val_loss: 0.0313203 | Time: 5511.88 ms [2022-03-15 07:07:15 main:574] : INFO : Epoch 2046 | loss: 0.0309853 | val_loss: 0.0312976 | Time: 5391.98 ms [2022-03-15 07:07:21 main:574] : INFO : Epoch 2047 | loss: 0.0309865 | val_loss: 0.0313521 | Time: 5851 ms [2022-03-15 07:07:27 main:574] : INFO : Epoch 2048 | loss: 0.0309872 | val_loss: 0.0312999 | Time: 6006.15 ms [2022-03-15 07:07:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312999 [2022-03-15 07:07:27 main:603] : INFO : Saving end state to config to file [2022-03-15 07:07:27 main:608] : INFO : Success, exiting.. 07:07:27 (23648): 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)