Task 5366004
| Name | ParityMachine-1623892990-23669-0_1 |
| Workunit | 3217626 |
| Created | 17 Jun 2021, 7:28:30 UTC |
| Sent | 17 Jun 2021, 7:29:13 UTC |
| Report deadline | 25 Jun 2021, 7:29:13 UTC |
| Received | 18 Jun 2021, 8:29:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 39 min 42 sec |
| CPU time | 1 hours 59 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> [2021-06-17 10:26:16 main:574] : INFO : Epoch 1542 | loss: 0.0309696 | val_loss: 0.0313358 | Time: 5300.92 ms [2021-06-17 10:26:22 main:574] : INFO : Epoch 1543 | loss: 0.0309775 | val_loss: 0.0312947 | Time: 5294.08 ms [2021-06-17 10:26:27 main:574] : INFO : Epoch 1544 | loss: 0.0309876 | val_loss: 0.0312883 | Time: 5333.92 ms [2021-06-17 10:26:33 main:574] : INFO : Epoch 1545 | loss: 0.0309807 | val_loss: 0.0312975 | Time: 5349.86 ms [2021-06-17 10:26:38 main:574] : INFO : Epoch 1546 | loss: 0.0309863 | val_loss: 0.0313233 | Time: 5316.6 ms [2021-06-17 10:26:44 main:574] : INFO : Epoch 1547 | loss: 0.0309872 | val_loss: 0.0313356 | Time: 5309.53 ms [2021-06-17 10:26:49 main:574] : INFO : Epoch 1548 | loss: 0.0309818 | val_loss: 0.0312541 | Time: 5303.39 ms [2021-06-17 10:26:54 main:574] : INFO : Epoch 1549 | loss: 0.0309854 | val_loss: 0.031285 | Time: 5312.35 ms [2021-06-17 10:27:00 main:574] : INFO : Epoch 1550 | loss: 0.0309682 | val_loss: 0.0313256 | Time: 5367.49 ms [2021-06-17 10:27:06 main:574] : INFO : Epoch 1551 | loss: 0.0309734 | val_loss: 0.0313209 | Time: 5280.6 ms [2021-06-17 10:27:11 main:574] : INFO : Epoch 1552 | loss: 0.0309639 | val_loss: 0.0313112 | Time: 5330.21 ms [2021-06-17 10:27:17 main:574] : INFO : Epoch 1553 | loss: 0.0309706 | val_loss: 0.0313471 | Time: 5337.49 ms [2021-06-17 10:27:22 main:574] : INFO : Epoch 1554 | loss: 0.0309715 | val_loss: 0.0313037 | Time: 5294.35 ms [2021-06-17 10:27:27 main:574] : INFO : Epoch 1555 | loss: 0.0309722 | val_loss: 0.0313154 | Time: 5256.51 ms [2021-06-17 10:27:33 main:574] : INFO : Epoch 1556 | loss: 0.0309933 | val_loss: 0.0313202 | Time: 5318.08 ms [2021-06-17 10:27:40 main:574] : INFO : Epoch 1557 | loss: 0.0309864 | val_loss: 0.0312777 | Time: 5337.45 ms [2021-06-17 10:27:45 main:574] : INFO : Epoch 1558 | loss: 0.030982 | val_loss: 0.0313019 | Time: 5343.91 ms [2021-06-17 10:27:52 main:574] : INFO : Epoch 1559 | loss: 0.0309765 | val_loss: 0.0313013 | Time: 5350.75 ms [2021-06-17 10:27:57 main:574] : INFO : Epoch 1560 | loss: 0.0309793 | val_loss: 0.0313576 | Time: 5388.78 ms [2021-06-17 10:28:03 main:574] : INFO : Epoch 1561 | loss: 0.0309799 | val_loss: 0.0313572 | Time: 5291.44 ms [2021-06-17 10:28:09 main:574] : INFO : Epoch 1562 | loss: 0.0309802 | val_loss: 0.0312912 | Time: 5386.5 ms [2021-06-17 10:28:15 main:574] : INFO : Epoch 1563 | loss: 0.0309803 | val_loss: 0.0313236 | Time: 5225.96 ms [2021-06-17 10:28:21 main:574] : INFO : Epoch 1564 | loss: 0.0309826 | val_loss: 0.0313444 | Time: 5286.24 ms [2021-06-17 10:28:27 main:574] : INFO : Epoch 1565 | loss: 0.0309758 | val_loss: 0.0313154 | Time: 5543.59 ms [2021-06-17 10:28:32 main:574] : INFO : Epoch 1566 | loss: 0.0309725 | val_loss: 0.0312973 | Time: 5403.75 ms [2021-06-17 10:28:39 main:574] : INFO : Epoch 1567 | loss: 0.0309696 | val_loss: 0.0313073 | Time: 5467.57 ms [2021-06-17 10:28:45 main:574] : INFO : Epoch 1568 | loss: 0.0309739 | val_loss: 0.0312895 | Time: 5344.47 ms [2021-06-17 10:28:50 main:574] : INFO : Epoch 1569 | loss: 0.0309744 | val_loss: 0.0313 | Time: 5459.9 ms [2021-06-17 10:28:56 main:574] : INFO : Epoch 1570 | loss: 0.0309797 | val_loss: 0.0313422 | Time: 5392.44 ms [2021-06-17 10:29:02 main:574] : INFO : Epoch 1571 | loss: 0.0309852 | val_loss: 0.0313109 | Time: 5364.93 ms [2021-06-17 10:29:09 main:574] : INFO : Epoch 1572 | loss: 0.0309836 | val_loss: 0.031276 | Time: 5332.24 ms [2021-06-17 10:29:14 main:574] : INFO : Epoch 1573 | loss: 0.0309898 | val_loss: 0.0312814 | Time: 5368.27 ms [2021-06-17 10:29:20 main:574] : INFO : Epoch 1574 | loss: 0.030976 | val_loss: 0.0313106 | Time: 5302.36 ms [2021-06-17 10:29:26 main:574] : INFO : Epoch 1575 | loss: 0.0309811 | val_loss: 0.0312619 | Time: 5312.56 ms [2021-06-17 10:29:31 main:574] : INFO : Epoch 1576 | loss: 0.030984 | val_loss: 0.0312681 | Time: 5354.03 ms [2021-06-17 10:29:37 main:574] : INFO : Epoch 1577 | loss: 0.0309773 | val_loss: 0.031296 | Time: 5301.17 ms [2021-06-17 10:29:43 main:574] : INFO : Epoch 1578 | loss: 0.030978 | val_loss: 0.0312817 | Time: 5447.77 ms [2021-06-17 10:29:48 main:574] : INFO : Epoch 1579 | loss: 0.0309812 | val_loss: 0.0312934 | Time: 5298.9 ms [2021-06-17 10:29:54 main:574] : INFO : Epoch 1580 | loss: 0.0309723 | val_loss: 0.0312969 | Time: 5370.94 ms [2021-06-17 10:29:59 main:574] : INFO : Epoch 1581 | loss: 0.0309729 | val_loss: 0.0312959 | Time: 5469.67 ms [2021-06-17 10:30:05 main:574] : INFO : Epoch 1582 | loss: 0.0309714 | val_loss: 0.0312833 | Time: 5256.47 ms [2021-06-17 10:30:10 main:574] : INFO : Epoch 1583 | loss: 0.03097 | val_loss: 0.0313258 | Time: 5371.98 ms [2021-06-17 10:30:16 main:574] : INFO : Epoch 1584 | loss: 0.0309726 | val_loss: 0.0312894 | Time: 5287.45 ms [2021-06-17 10:30:21 main:574] : INFO : Epoch 1585 | loss: 0.0309751 | val_loss: 0.0313114 | Time: 5365.66 ms [2021-06-17 10:30:27 main:574] : INFO : Epoch 1586 | loss: 0.0309833 | val_loss: 0.0313397 | Time: 5349.28 ms [2021-06-17 10:30:32 main:574] : INFO : Epoch 1587 | loss: 0.0309985 | val_loss: 0.0313289 | Time: 5323.75 ms [2021-06-17 10:30:38 main:574] : INFO : Epoch 1588 | loss: 0.0309944 | val_loss: 0.0313005 | Time: 5313.12 ms [2021-06-17 10:30:45 main:574] : INFO : Epoch 1589 | loss: 0.0309809 | val_loss: 0.0312741 | Time: 5943.08 ms [2021-06-17 10:30:52 main:574] : INFO : Epoch 1590 | loss: 0.030974 | val_loss: 0.0313456 | Time: 7044.9 ms [2021-06-17 10:30:59 main:574] : INFO : Epoch 1591 | loss: 0.0309725 | val_loss: 0.0313232 | Time: 7348.12 ms [2021-06-17 10:31:06 main:574] : INFO : Epoch 1592 | loss: 0.0309656 | val_loss: 0.0313116 | Time: 6841.53 ms [2021-06-17 10:31:15 main:574] : INFO : Epoch 1593 | loss: 0.0309762 | val_loss: 0.0313089 | Time: 8890.95 ms [2021-06-17 10:31:28 main:574] : INFO : Epoch 1594 | loss: 0.0309888 | val_loss: 0.0313092 | Time: 12417.9 ms [2021-06-17 10:31:43 main:574] : INFO : Epoch 1595 | loss: 0.0309766 | val_loss: 0.0313114 | Time: 13351.4 ms [2021-06-17 10:31:50 main:574] : INFO : Epoch 1596 | loss: 0.0309761 | val_loss: 0.0313005 | Time: 7125.58 ms [2021-06-17 10:31:57 main:574] : INFO : Epoch 1597 | loss: 0.0309695 | val_loss: 0.0312805 | Time: 5375.36 ms [2021-06-17 10:32:02 main:574] : INFO : Epoch 1598 | loss: 0.0309765 | val_loss: 0.031294 | Time: 5388.91 ms [2021-06-17 10:32:08 main:574] : INFO : Epoch 1599 | loss: 0.0309777 | val_loss: 0.0312819 | Time: 5342.55 ms [2021-06-17 10:32:14 main:574] : INFO : Epoch 1600 | loss: 0.0309684 | val_loss: 0.0313053 | Time: 5340.84 ms [2021-06-17 10:32:19 main:574] : INFO : Epoch 1601 | loss: 0.0309751 | val_loss: 0.0313377 | Time: 5408.96 ms [2021-06-17 10:32:25 main:574] : INFO : Epoch 1602 | loss: 0.0309856 | val_loss: 0.03132 | Time: 5446.81 ms [2021-06-17 10:32:31 main:574] : INFO : Epoch 1603 | loss: 0.0309915 | val_loss: 0.0313215 | Time: 5384.88 ms [2021-06-17 10:32:38 main:574] : INFO : Epoch 1604 | loss: 0.0309769 | val_loss: 0.031317 | Time: 5343.35 ms [2021-06-17 10:32:44 main:574] : INFO : Epoch 1605 | loss: 0.0309719 | val_loss: 0.0313251 | Time: 5324.78 ms [2021-06-17 10:32:50 main:574] : INFO : Epoch 1606 | loss: 0.0309791 | val_loss: 0.0313086 | Time: 5295.22 ms [2021-06-17 10:32:56 main:574] : INFO : Epoch 1607 | loss: 0.0309717 | val_loss: 0.0312987 | Time: 5333.55 ms [2021-06-17 10:33:01 main:574] : INFO : Epoch 1608 | loss: 0.0309796 | val_loss: 0.0312922 | Time: 5344.32 ms [2021-06-17 10:33:07 main:574] : INFO : Epoch 1609 | loss: 0.0309804 | val_loss: 0.0313034 | Time: 5314.22 ms [2021-06-17 10:33:13 main:574] : INFO : Epoch 1610 | loss: 0.0309802 | val_loss: 0.0313093 | Time: 5357.1 ms [2021-06-17 10:33:20 main:574] : INFO : Epoch 1611 | loss: 0.0309744 | val_loss: 0.0312774 | Time: 5390.26 ms [2021-06-17 10:33:26 main:574] : INFO : Epoch 1612 | loss: 0.0309748 | val_loss: 0.0313111 | Time: 5325.13 ms [2021-06-17 10:33:32 main:574] : INFO : Epoch 1613 | loss: 0.0309807 | val_loss: 0.0312787 | Time: 5300.65 ms [2021-06-17 10:33:38 main:574] : INFO : Epoch 1614 | loss: 0.0309715 | val_loss: 0.0313289 | Time: 5372.08 ms [2021-06-17 10:33:43 main:574] : INFO : Epoch 1615 | loss: 0.0309731 | val_loss: 0.0312961 | Time: 5397.69 ms [2021-06-17 10:33:49 main:574] : INFO : Epoch 1616 | loss: 0.0309806 | val_loss: 0.0312965 | Time: 5773.04 ms [2021-06-17 10:33:55 main:574] : INFO : Epoch 1617 | loss: 0.0309776 | val_loss: 0.0312767 | Time: 5416.79 ms [2021-06-17 10:34:01 main:574] : INFO : Epoch 1618 | loss: 0.0309786 | val_loss: 0.0313274 | Time: 5513.89 ms [2021-06-17 10:34:06 main:574] : INFO : Epoch 1619 | loss: 0.0309819 | val_loss: 0.0312747 | Time: 5401.51 ms [2021-06-17 10:34:12 main:574] : INFO : Epoch 1620 | loss: 0.0309905 | val_loss: 0.0313357 | Time: 5333.89 ms [2021-06-17 10:34:17 main:574] : INFO : Epoch 1621 | loss: 0.0309817 | val_loss: 0.0313267 | Time: 5299.18 ms [2021-06-17 10:34:23 main:574] : INFO : Epoch 1622 | loss: 0.0309757 | val_loss: 0.0312764 | Time: 5441.56 ms [2021-06-17 10:34:29 main:574] : INFO : Epoch 1623 | loss: 0.0309814 | val_loss: 0.0312818 | Time: 5684.63 ms [2021-06-17 10:34:35 main:574] : INFO : Epoch 1624 | loss: 0.0309801 | val_loss: 0.0313042 | Time: 5457.65 ms [2021-06-17 10:34:40 main:574] : INFO : Epoch 1625 | loss: 0.0309787 | val_loss: 0.0312915 | Time: 5804.49 ms [2021-06-17 10:34:48 main:574] : INFO : Epoch 1626 | loss: 0.0309822 | val_loss: 0.0312994 | Time: 7270.05 ms [2021-06-17 10:34:55 main:574] : INFO : Epoch 1627 | loss: 0.0309716 | val_loss: 0.0313035 | Time: 6915.13 ms [2021-06-17 10:35:02 main:574] : INFO : Epoch 1628 | loss: 0.0309814 | val_loss: 0.0313348 | Time: 6359.38 ms [2021-06-17 10:35:09 main:574] : INFO : Epoch 1629 | loss: 0.0309795 | val_loss: 0.031321 | Time: 5407.36 ms [2021-06-17 10:35:18 main:574] : INFO : Epoch 1630 | loss: 0.0309823 | val_loss: 0.0312994 | Time: 7924.57 ms [2021-06-17 10:35:24 main:574] : INFO : Epoch 1631 | loss: 0.0309881 | val_loss: 0.031298 | Time: 5934.71 ms [2021-06-17 10:35:30 main:574] : INFO : Epoch 1632 | loss: 0.0309775 | val_loss: 0.0313246 | Time: 5306.15 ms [2021-06-17 10:35:36 main:574] : INFO : Epoch 1633 | loss: 0.0309738 | val_loss: 0.0312881 | Time: 5340.63 ms [2021-06-17 10:35:43 main:574] : INFO : Epoch 1634 | loss: 0.0309812 | val_loss: 0.0312641 | Time: 5410.96 ms [2021-06-17 10:35:49 main:574] : INFO : Epoch 1635 | loss: 0.0309762 | val_loss: 0.0313387 | Time: 5390.19 ms [2021-06-17 10:35:56 main:574] : INFO : Epoch 1636 | loss: 0.0309736 | val_loss: 0.0312894 | Time: 5453.86 ms [2021-06-17 10:36:01 main:574] : INFO : Epoch 1637 | loss: 0.030986 | val_loss: 0.0312931 | Time: 5337.74 ms [2021-06-17 10:36:07 main:574] : INFO : Epoch 1638 | loss: 0.0309824 | val_loss: 0.031284 | Time: 5443.59 ms [2021-06-17 10:36:12 main:574] : INFO : Epoch 1639 | loss: 0.0309779 | val_loss: 0.0312998 | Time: 5418.22 ms [2021-06-17 10:36:18 main:574] : INFO : Epoch 1640 | loss: 0.0309726 | val_loss: 0.0313264 | Time: 5585.7 ms [2021-06-17 10:36:24 main:574] : INFO : Epoch 1641 | loss: 0.0309756 | val_loss: 0.0312864 | Time: 5836.89 ms [2021-06-17 10:36:30 main:574] : INFO : Epoch 1642 | loss: 0.0309826 | val_loss: 0.0313119 | Time: 5473.57 ms [2021-06-17 10:36:36 main:574] : INFO : Epoch 1643 | loss: 0.0309776 | val_loss: 0.0312831 | Time: 5334.45 ms [2021-06-17 10:36:42 main:574] : INFO : Epoch 1644 | loss: 0.0309797 | val_loss: 0.0313255 | Time: 5279.81 ms [2021-06-17 10:36:48 main:574] : INFO : Epoch 1645 | loss: 0.0309785 | val_loss: 0.0312913 | Time: 5327.86 ms [2021-06-17 10:36:55 main:574] : INFO : Epoch 1646 | loss: 0.030985 | val_loss: 0.0312604 | Time: 6794.52 ms [2021-06-17 10:37:03 main:574] : INFO : Epoch 1647 | loss: 0.0310215 | val_loss: 0.0312939 | Time: 6390.36 ms [2021-06-17 10:37:10 main:574] : INFO : Epoch 1648 | loss: 0.0309896 | val_loss: 0.0312758 | Time: 5508.6 ms [2021-06-17 10:37:16 main:574] : INFO : Epoch 1649 | loss: 0.0309753 | val_loss: 0.0313083 | Time: 5364.47 ms [2021-06-17 10:37:22 main:574] : INFO : Epoch 1650 | loss: 0.030971 | val_loss: 0.031317 | Time: 5437.54 ms [2021-06-17 10:37:29 main:574] : INFO : Epoch 1651 | loss: 0.0309666 | val_loss: 0.0312869 | Time: 5344.84 ms [2021-06-17 10:37:35 main:574] : INFO : Epoch 1652 | loss: 0.0309825 | val_loss: 0.0313054 | Time: 5491.01 ms [2021-06-17 10:37:42 main:574] : INFO : Epoch 1653 | loss: 0.0309713 | val_loss: 0.0313014 | Time: 5281.44 ms [2021-06-17 10:37:48 main:574] : INFO : Epoch 1654 | loss: 0.0309753 | val_loss: 0.0313072 | Time: 5737.04 ms [2021-06-17 10:37:55 main:574] : INFO : Epoch 1655 | loss: 0.030974 | val_loss: 0.0312938 | Time: 5537.98 ms [2021-06-17 10:38:01 main:574] : INFO : Epoch 1656 | loss: 0.0309725 | val_loss: 0.0312983 | Time: 5355.4 ms [2021-06-17 10:38:08 main:574] : INFO : Epoch 1657 | loss: 0.0309699 | val_loss: 0.0312982 | Time: 5582.22 ms [2021-06-17 10:38:13 main:574] : INFO : Epoch 1658 | loss: 0.0309747 | val_loss: 0.0313113 | Time: 5391.83 ms [2021-06-17 10:38:19 main:574] : INFO : Epoch 1659 | loss: 0.0309797 | val_loss: 0.031303 | Time: 5402.16 ms [2021-06-17 10:38:25 main:574] : INFO : Epoch 1660 | loss: 0.0309757 | val_loss: 0.0313045 | Time: 5443.75 ms [2021-06-17 10:38:30 main:574] : INFO : Epoch 1661 | loss: 0.0309735 | val_loss: 0.031295 | Time: 5484.29 ms [2021-06-17 10:38:36 main:574] : INFO : Epoch 1662 | loss: 0.0309829 | val_loss: 0.0313238 | Time: 5263.36 ms [2021-06-17 10:38:43 main:574] : INFO : Epoch 1663 | loss: 0.0309749 | val_loss: 0.0312975 | Time: 6181.42 ms [2021-06-17 10:38:51 main:574] : INFO : Epoch 1664 | loss: 0.030973 | val_loss: 0.031307 | Time: 7702.88 ms [2021-06-17 10:38:57 main:574] : INFO : Epoch 1665 | loss: 0.0309742 | val_loss: 0.0313005 | Time: 5418.38 ms [2021-06-17 10:39:03 main:574] : INFO : Epoch 1666 | loss: 0.0309701 | val_loss: 0.0313189 | Time: 5800.03 ms [2021-06-17 10:39:09 main:574] : INFO : Epoch 1667 | loss: 0.0309747 | val_loss: 0.0313377 | Time: 5704.79 ms [2021-06-17 10:39:15 main:574] : INFO : Epoch 1668 | loss: 0.0309776 | val_loss: 0.0312658 | Time: 5910.6 ms [2021-06-17 10:39:21 main:574] : INFO : Epoch 1669 | loss: 0.030988 | val_loss: 0.0312939 | Time: 5410.89 ms [2021-06-17 10:39:28 main:574] : INFO : Epoch 1670 | loss: 0.03098 | val_loss: 0.0313181 | Time: 5394.9 ms [2021-06-17 10:39:34 main:574] : INFO : Epoch 1671 | loss: 0.0309698 | val_loss: 0.0313153 | Time: 5413.01 ms [2021-06-17 10:39:40 main:574] : INFO : Epoch 1672 | loss: 0.0309715 | val_loss: 0.0313131 | Time: 5321.09 ms [2021-06-17 10:39:46 main:574] : INFO : Epoch 1673 | loss: 0.0309823 | val_loss: 0.0313024 | Time: 5359.22 ms [2021-06-17 10:39:52 main:574] : INFO : Epoch 1674 | loss: 0.0309726 | val_loss: 0.0313191 | Time: 5328.9 ms [2021-06-17 10:39:58 main:574] : INFO : Epoch 1675 | loss: 0.0309713 | val_loss: 0.0313289 | Time: 5327.3 ms [2021-06-17 10:40:03 main:574] : INFO : Epoch 1676 | loss: 0.0309764 | val_loss: 0.0312992 | Time: 5339.57 ms [2021-06-17 10:40:09 main:574] : INFO : Epoch 1677 | loss: 0.0309893 | val_loss: 0.0312785 | Time: 5339.26 ms [2021-06-17 10:40:15 main:574] : INFO : Epoch 1678 | loss: 0.0309867 | val_loss: 0.0313111 | Time: 5460.48 ms [2021-06-17 10:40:20 main:574] : INFO : Epoch 1679 | loss: 0.0309783 | val_loss: 0.0313559 | Time: 5432.67 ms [2021-06-17 10:40:27 main:574] : INFO : Epoch 1680 | loss: 0.0309811 | val_loss: 0.0313063 | Time: 5519.72 ms [2021-06-17 10:40:34 main:574] : INFO : Epoch 1681 | loss: 0.0309818 | val_loss: 0.0313116 | Time: 5348.03 ms [2021-06-17 10:40:41 main:574] : INFO : Epoch 1682 | loss: 0.0309835 | val_loss: 0.031317 | Time: 6433.18 ms [2021-06-17 10:40:51 main:574] : INFO : Epoch 1683 | loss: 0.030976 | val_loss: 0.0312928 | Time: 9038.44 ms [2021-06-17 10:40:59 main:574] : INFO : Epoch 1684 | loss: 0.0309729 | val_loss: 0.0312845 | Time: 6567 ms [2021-06-17 10:41:05 main:574] : INFO : Epoch 1685 | loss: 0.030973 | val_loss: 0.0312705 | Time: 5841.94 ms [2021-06-17 10:41:11 main:574] : INFO : Epoch 1686 | loss: 0.0309745 | val_loss: 0.0312959 | Time: 6088.94 ms [2021-06-17 10:41:19 main:574] : INFO : Epoch 1687 | loss: 0.0309825 | val_loss: 0.0313149 | Time: 6737.49 ms [2021-06-17 10:41:25 main:574] : INFO : Epoch 1688 | loss: 0.0309814 | val_loss: 0.0313098 | Time: 5564.93 ms [2021-06-17 10:41:31 main:574] : INFO : Epoch 1689 | loss: 0.0309829 | val_loss: 0.0313158 | Time: 5418.18 ms [2021-06-17 10:41:38 main:574] : INFO : Epoch 1690 | loss: 0.0309857 | val_loss: 0.0313028 | Time: 6365.45 ms [2021-06-17 10:41:44 main:574] : INFO : Epoch 1691 | loss: 0.0309801 | val_loss: 0.0312998 | Time: 6520.8 ms [2021-06-17 10:41:52 main:574] : INFO : Epoch 1692 | loss: 0.0309804 | val_loss: 0.0312674 | Time: 6621.83 ms [2021-06-17 10:42:00 main:574] : INFO : Epoch 1693 | loss: 0.0309795 | val_loss: 0.0313142 | Time: 6581.59 ms [2021-06-17 10:42:08 main:574] : INFO : Epoch 1694 | loss: 0.030975 | val_loss: 0.0313454 | Time: 6536.31 ms [2021-06-17 10:42:14 main:574] : INFO : Epoch 1695 | loss: 0.0309802 | val_loss: 0.0313461 | Time: 5616.24 ms [2021-06-17 10:42:22 main:574] : INFO : Epoch 1696 | loss: 0.0309922 | val_loss: 0.0312991 | Time: 6392.16 ms [2021-06-17 10:42:29 main:574] : INFO : Epoch 1697 | loss: 0.0309842 | val_loss: 0.0312752 | Time: 6695.79 ms [2021-06-17 10:42:38 main:574] : INFO : Epoch 1698 | loss: 0.0309807 | val_loss: 0.031297 | Time: 8128.27 ms [2021-06-17 10:42:44 main:574] : INFO : Epoch 1699 | loss: 0.030973 | val_loss: 0.0313267 | Time: 5775.82 ms [2021-06-17 10:42:51 main:574] : INFO : Epoch 1700 | loss: 0.0309709 | val_loss: 0.0312949 | Time: 5453.9 ms [2021-06-17 10:42:58 main:574] : INFO : Epoch 1701 | loss: 0.0309729 | val_loss: 0.0313306 | Time: 6942.44 ms [2021-06-17 10:43:04 main:574] : INFO : Epoch 1702 | loss: 0.0309798 | val_loss: 0.0313 | Time: 5687.6 ms [2021-06-17 10:43:15 main:574] : INFO : Epoch 1703 | loss: 0.0309909 | val_loss: 0.0312967 | Time: 9846.74 ms [2021-06-17 10:43:22 main:574] : INFO : Epoch 1704 | loss: 0.0309769 | val_loss: 0.0313068 | Time: 6298.94 ms [2021-06-17 10:43:32 main:574] : INFO : Epoch 1705 | loss: 0.0309819 | val_loss: 0.0312986 | Time: 9063.59 ms [2021-06-17 10:43:38 main:574] : INFO : Epoch 1706 | loss: 0.0309776 | val_loss: 0.0313461 | Time: 5731.21 ms [2021-06-17 10:43:45 main:574] : INFO : Epoch 1707 | loss: 0.0309806 | val_loss: 0.0313203 | Time: 7004.52 ms [2021-06-17 10:43:51 main:574] : INFO : Epoch 1708 | loss: 0.0309822 | val_loss: 0.0313122 | Time: 6045.76 ms [2021-06-17 10:43:57 main:574] : INFO : Epoch 1709 | loss: 0.0309837 | val_loss: 0.0312963 | Time: 5322.49 ms [2021-06-17 10:44:03 main:574] : INFO : Epoch 1710 | loss: 0.0309867 | val_loss: 0.0312567 | Time: 5371.16 ms [2021-06-17 10:44:09 main:574] : INFO : Epoch 1711 | loss: 0.0309796 | val_loss: 0.0313036 | Time: 5313.6 ms [2021-06-17 10:44:14 main:574] : INFO : Epoch 1712 | loss: 0.0309739 | val_loss: 0.0313253 | Time: 5368.83 ms [2021-06-17 10:44:20 main:574] : INFO : Epoch 1713 | loss: 0.0309704 | val_loss: 0.0312895 | Time: 5385.17 ms [2021-06-17 10:44:25 main:574] : INFO : Epoch 1714 | loss: 0.0309769 | val_loss: 0.031311 | Time: 5315.74 ms [2021-06-17 10:44:31 main:574] : INFO : Epoch 1715 | loss: 0.030972 | val_loss: 0.031289 | Time: 5305.87 ms [2021-06-17 10:44:37 main:574] : INFO : Epoch 1716 | loss: 0.0309678 | val_loss: 0.0313066 | Time: 5356.62 ms [2021-06-17 10:44:43 main:574] : INFO : Epoch 1717 | loss: 0.0309725 | val_loss: 0.0312953 | Time: 5336.86 ms [2021-06-17 10:44:49 main:574] : INFO : Epoch 1718 | loss: 0.0309752 | val_loss: 0.0312986 | Time: 5325.09 ms [2021-06-17 10:44:55 main:574] : INFO : Epoch 1719 | loss: 0.0309724 | val_loss: 0.0313172 | Time: 5371.62 ms [2021-06-17 10:45:01 main:574] : INFO : Epoch 1720 | loss: 0.0309781 | val_loss: 0.0312993 | Time: 5370.97 ms [2021-06-17 10:45:07 main:574] : INFO : Epoch 1721 | loss: 0.0309801 | val_loss: 0.0313124 | Time: 5254.45 ms [2021-06-17 10:45:14 main:574] : INFO : Epoch 1722 | loss: 0.0309785 | val_loss: 0.0312948 | Time: 5314.71 ms [2021-06-17 10:45:20 main:574] : INFO : Epoch 1723 | loss: 0.0309827 | val_loss: 0.0313298 | Time: 5322.16 ms [2021-06-17 10:45:27 main:574] : INFO : Epoch 1724 | loss: 0.0309762 | val_loss: 0.0312918 | Time: 5274.41 ms [2021-06-17 10:45:32 main:574] : INFO : Epoch 1725 | loss: 0.0309735 | val_loss: 0.0313342 | Time: 5374.15 ms [2021-06-17 10:45:39 main:574] : INFO : Epoch 1726 | loss: 0.0309806 | val_loss: 0.0313133 | Time: 5401.11 ms [2021-06-17 10:45:45 main:574] : INFO : Epoch 1727 | loss: 0.0309795 | val_loss: 0.0313115 | Time: 5369.2 ms [2021-06-17 10:45:50 main:574] : INFO : Epoch 1728 | loss: 0.0309797 | val_loss: 0.0313012 | Time: 5301.94 ms [2021-06-17 10:45:56 main:574] : INFO : Epoch 1729 | loss: 0.0309863 | val_loss: 0.031319 | Time: 5267.71 ms [2021-06-17 10:46:03 main:574] : INFO : Epoch 1730 | loss: 0.0310131 | val_loss: 0.0312916 | Time: 5346.1 ms [2021-06-17 10:46:08 main:574] : INFO : Epoch 1731 | loss: 0.0310534 | val_loss: 0.0313212 | Time: 5290.73 ms [2021-06-17 10:46:14 main:574] : INFO : Epoch 1732 | loss: 0.0310035 | val_loss: 0.0313148 | Time: 5332.54 ms [2021-06-17 10:46:19 main:574] : INFO : Epoch 1733 | loss: 0.0309701 | val_loss: 0.0313106 | Time: 5330.43 ms [2021-06-17 10:46:25 main:574] : INFO : Epoch 1734 | loss: 0.0309788 | val_loss: 0.0312596 | Time: 5388.03 ms [2021-06-17 10:46:30 main:574] : INFO : Epoch 1735 | loss: 0.0309816 | val_loss: 0.0313117 | Time: 5333.55 ms [2021-06-17 10:46:36 main:574] : INFO : Epoch 1736 | loss: 0.030983 | val_loss: 0.0313117 | Time: 5380.64 ms [2021-06-17 10:46:41 main:574] : INFO : Epoch 1737 | loss: 0.0309712 | val_loss: 0.03131 | Time: 5303.56 ms [2021-06-17 10:46:46 main:574] : INFO : Epoch 1738 | loss: 0.0309754 | val_loss: 0.0313276 | Time: 5296.18 ms [2021-06-17 10:46:52 main:574] : INFO : Epoch 1739 | loss: 0.0309924 | val_loss: 0.0312818 | Time: 5331.89 ms [2021-06-17 10:46:57 main:574] : INFO : Epoch 1740 | loss: 0.0309937 | val_loss: 0.0312826 | Time: 5364.7 ms [2021-06-17 10:47:03 main:574] : INFO : Epoch 1741 | loss: 0.0309774 | val_loss: 0.0313046 | Time: 5305.2 ms [2021-06-17 10:47:09 main:574] : INFO : Epoch 1742 | loss: 0.0309748 | val_loss: 0.0313078 | Time: 5320.39 ms [2021-06-17 10:47:14 main:574] : INFO : Epoch 1743 | loss: 0.0309667 | val_loss: 0.031359 | Time: 5333.19 ms [2021-06-17 10:47:20 main:574] : INFO : Epoch 1744 | loss: 0.0309705 | val_loss: 0.0312935 | Time: 5386.42 ms [2021-06-17 10:47:26 main:574] : INFO : Epoch 1745 | loss: 0.0309799 | val_loss: 0.0313006 | Time: 5288.96 ms [2021-06-17 10:47:31 main:574] : INFO : Epoch 1746 | loss: 0.0309873 | val_loss: 0.0312948 | Time: 5381.66 ms [2021-06-17 10:47:37 main:574] : INFO : Epoch 1747 | loss: 0.0309724 | val_loss: 0.0313222 | Time: 5410.7 ms [2021-06-17 10:47:43 main:574] : INFO : Epoch 1748 | loss: 0.0309672 | val_loss: 0.0312806 | Time: 5290.98 ms [2021-06-17 10:47:49 main:574] : INFO : Epoch 1749 | loss: 0.0309658 | val_loss: 0.0313408 | Time: 5326.51 ms [2021-06-17 10:47:54 main:574] : INFO : Epoch 1750 | loss: 0.0309689 | val_loss: 0.0313054 | Time: 5272.99 ms [2021-06-17 10:48:01 main:574] : INFO : Epoch 1751 | loss: 0.0309637 | val_loss: 0.0313046 | Time: 5568.01 ms [2021-06-17 10:48:06 main:574] : INFO : Epoch 1752 | loss: 0.0309775 | val_loss: 0.0312872 | Time: 5285.9 ms [2021-06-17 10:48:12 main:574] : INFO : Epoch 1753 | loss: 0.0309814 | val_loss: 0.03132 | Time: 5372.17 ms [2021-06-17 10:48:17 main:574] : INFO : Epoch 1754 | loss: 0.0309779 | val_loss: 0.0313246 | Time: 5388.66 ms [2021-06-17 10:48:23 main:574] : INFO : Epoch 1755 | loss: 0.0309807 | val_loss: 0.0312812 | Time: 5329.11 ms [2021-06-17 10:48:29 main:574] : INFO : Epoch 1756 | loss: 0.030977 | val_loss: 0.0313248 | Time: 5629.57 ms [2021-06-17 10:48:34 main:574] : INFO : Epoch 1757 | loss: 0.0309753 | val_loss: 0.0312793 | Time: 5376.73 ms [2021-06-17 10:48:40 main:574] : INFO : Epoch 1758 | loss: 0.0309879 | val_loss: 0.0312569 | Time: 5365.93 ms [2021-06-17 10:48:45 main:574] : INFO : Epoch 1759 | loss: 0.030981 | val_loss: 0.0313119 | Time: 5281.82 ms [2021-06-17 10:48:52 main:574] : INFO : Epoch 1760 | loss: 0.0309722 | val_loss: 0.0312912 | Time: 5368.22 ms [2021-06-17 10:48:58 main:574] : INFO : Epoch 1761 | loss: 0.0309758 | val_loss: 0.0312912 | Time: 5383.68 ms [2021-06-17 10:49:04 main:574] : INFO : Epoch 1762 | loss: 0.0309704 | val_loss: 0.0312951 | Time: 5464.91 ms [2021-06-17 10:49:10 main:574] : INFO : Epoch 1763 | loss: 0.0309704 | val_loss: 0.0312841 | Time: 5420.95 ms [2021-06-17 10:49:17 main:574] : INFO : Epoch 1764 | loss: 0.0309746 | val_loss: 0.0313172 | Time: 5355.34 ms [2021-06-17 10:49:23 main:574] : INFO : Epoch 1765 | loss: 0.0309641 | val_loss: 0.0313125 | Time: 5307.47 ms [2021-06-17 10:49:29 main:574] : INFO : Epoch 1766 | loss: 0.0309652 | val_loss: 0.0313247 | Time: 5362.59 ms [2021-06-17 10:49:36 main:574] : INFO : Epoch 1767 | loss: 0.0309713 | val_loss: 0.0313051 | Time: 6952.05 ms [2021-06-17 10:49:43 main:574] : INFO : Epoch 1768 | loss: 0.0309689 | val_loss: 0.0312631 | Time: 5363.6 ms [2021-06-17 10:49:49 main:574] : INFO : Epoch 1769 | loss: 0.0309804 | val_loss: 0.0312887 | Time: 5359.47 ms [2021-06-17 10:49:55 main:574] : INFO : Epoch 1770 | loss: 0.030973 | val_loss: 0.0312872 | Time: 5381.69 ms [2021-06-17 10:50:00 main:574] : INFO : Epoch 1771 | loss: 0.03097 | val_loss: 0.0313058 | Time: 5341.91 ms [2021-06-17 10:50:06 main:574] : INFO : Epoch 1772 | loss: 0.0309715 | val_loss: 0.0313162 | Time: 5346.59 ms [2021-06-17 10:50:12 main:574] : INFO : Epoch 1773 | loss: 0.03098 | val_loss: 0.031331 | Time: 5301.05 ms [2021-06-17 10:50:17 main:574] : INFO : Epoch 1774 | loss: 0.0309838 | val_loss: 0.0312985 | Time: 5323.19 ms [2021-06-17 10:50:24 main:574] : INFO : Epoch 1775 | loss: 0.0309711 | val_loss: 0.0313246 | Time: 5359.11 ms [2021-06-17 10:50:29 main:574] : INFO : Epoch 1776 | loss: 0.0309647 | val_loss: 0.0313236 | Time: 5251.19 ms [2021-06-17 10:50:35 main:574] : INFO : Epoch 1777 | loss: 0.03098 | val_loss: 0.0312923 | Time: 5396.84 ms [2021-06-17 10:50:41 main:574] : INFO : Epoch 1778 | loss: 0.0309813 | val_loss: 0.0313012 | Time: 5244.39 ms [2021-06-17 10:50:47 main:574] : INFO : Epoch 1779 | loss: 0.0309778 | val_loss: 0.0313202 | Time: 5359.04 ms [2021-06-17 10:50:53 main:574] : INFO : Epoch 1780 | loss: 0.0309865 | val_loss: 0.0313341 | Time: 5386.48 ms [2021-06-17 10:50:59 main:574] : INFO : Epoch 1781 | loss: 0.0309906 | val_loss: 0.0313162 | Time: 5394.47 ms [2021-06-17 10:51:04 main:574] : INFO : Epoch 1782 | loss: 0.0309819 | val_loss: 0.0313105 | Time: 5368.34 ms [2021-06-17 10:51:09 main:574] : INFO : Epoch 1783 | loss: 0.0309794 | val_loss: 0.0312968 | Time: 5298.24 ms [2021-06-17 10:51:15 main:574] : INFO : Epoch 1784 | loss: 0.0309751 | val_loss: 0.031317 | Time: 5331.71 ms [2021-06-17 10:51:21 main:574] : INFO : Epoch 1785 | loss: 0.030976 | val_loss: 0.0313009 | Time: 5269.09 ms [2021-06-17 10:51:26 main:574] : INFO : Epoch 1786 | loss: 0.0309753 | val_loss: 0.0312925 | Time: 5358.04 ms [2021-06-17 10:51:32 main:574] : INFO : Epoch 1787 | loss: 0.0309734 | val_loss: 0.031284 | Time: 5346.03 ms [2021-06-17 10:51:38 main:574] : INFO : Epoch 1788 | loss: 0.0309716 | val_loss: 0.0313328 | Time: 5341.38 ms [2021-06-17 10:51:44 main:574] : INFO : Epoch 1789 | loss: 0.0309697 | val_loss: 0.0312675 | Time: 5303.42 ms [2021-06-17 10:51:49 main:574] : INFO : Epoch 1790 | loss: 0.0309752 | val_loss: 0.03131 | Time: 5294.49 ms [2021-06-17 10:51:55 main:574] : INFO : Epoch 1791 | loss: 0.0309791 | val_loss: 0.0312876 | Time: 5386.02 ms [2021-06-17 10:52:00 main:574] : INFO : Epoch 1792 | loss: 0.0309796 | val_loss: 0.0312933 | Time: 5346.4 ms [2021-06-17 10:52:07 main:574] : INFO : Epoch 1793 | loss: 0.0309743 | val_loss: 0.031298 | Time: 5363.21 ms [2021-06-17 10:52:12 main:574] : INFO : Epoch 1794 | loss: 0.0309676 | val_loss: 0.0313191 | Time: 5344.9 ms [2021-06-17 10:52:18 main:574] : INFO : Epoch 1795 | loss: 0.0309674 | val_loss: 0.0313118 | Time: 5380.38 ms [2021-06-17 10:52:23 main:574] : INFO : Epoch 1796 | loss: 0.030965 | val_loss: 0.0313017 | Time: 5337.08 ms [2021-06-17 10:52:29 main:574] : INFO : Epoch 1797 | loss: 0.0309717 | val_loss: 0.0313258 | Time: 5379.14 ms [2021-06-17 10:52:34 main:574] : INFO : Epoch 1798 | loss: 0.0309789 | val_loss: 0.0313207 | Time: 5272.78 ms [2021-06-17 10:52:40 main:574] : INFO : Epoch 1799 | loss: 0.0309699 | val_loss: 0.031294 | Time: 5298.3 ms [2021-06-17 10:52:45 main:574] : INFO : Epoch 1800 | loss: 0.0309749 | val_loss: 0.0313127 | Time: 5296.58 ms [2021-06-17 10:52:50 main:574] : INFO : Epoch 1801 | loss: 0.0309755 | val_loss: 0.0313095 | Time: 5285.43 ms [2021-06-17 10:52:56 main:574] : INFO : Epoch 1802 | loss: 0.0309829 | val_loss: 0.0312825 | Time: 5336.09 ms [2021-06-17 10:53:01 main:574] : INFO : Epoch 1803 | loss: 0.03099 | val_loss: 0.031262 | Time: 5436.95 ms [2021-06-17 10:53:07 main:574] : INFO : Epoch 1804 | loss: 0.0309817 | val_loss: 0.031308 | Time: 5318.61 ms [2021-06-17 10:53:12 main:574] : INFO : Epoch 1805 | loss: 0.031006 | val_loss: 0.0312346 | Time: 5294.44 ms [2021-06-17 10:53:18 main:574] : INFO : Epoch 1806 | loss: 0.0310071 | val_loss: 0.0313103 | Time: 5295.53 ms [2021-06-17 10:53:25 main:574] : INFO : Epoch 1807 | loss: 0.0309859 | val_loss: 0.0313124 | Time: 5326.18 ms [2021-06-17 10:53:30 main:574] : INFO : Epoch 1808 | loss: 0.0309706 | val_loss: 0.031277 | Time: 5332.62 ms [2021-06-17 10:53:36 main:574] : INFO : Epoch 1809 | loss: 0.0309755 | val_loss: 0.0313217 | Time: 5565.94 ms [2021-06-17 10:53:42 main:574] : INFO : Epoch 1810 | loss: 0.030973 | val_loss: 0.0312968 | Time: 5442.16 ms [2021-06-17 10:53:47 main:574] : INFO : Epoch 1811 | loss: 0.0309701 | val_loss: 0.0313118 | Time: 5298.76 ms [2021-06-17 10:53:53 main:574] : INFO : Epoch 1812 | loss: 0.0309727 | val_loss: 0.0313132 | Time: 5335.26 ms [2021-06-17 10:53:58 main:574] : INFO : Epoch 1813 | loss: 0.0309705 | val_loss: 0.0312766 | Time: 5382.26 ms [2021-06-17 10:54:03 main:574] : INFO : Epoch 1814 | loss: 0.0309739 | val_loss: 0.0313093 | Time: 5317.74 ms [2021-06-17 10:54:10 main:574] : INFO : Epoch 1815 | loss: 0.03097 | val_loss: 0.0313228 | Time: 5320.2 ms [2021-06-17 10:54:16 main:574] : INFO : Epoch 1816 | loss: 0.0309697 | val_loss: 0.0313284 | Time: 5280.39 ms [2021-06-17 10:54:22 main:574] : INFO : Epoch 1817 | loss: 0.0309697 | val_loss: 0.0312861 | Time: 5361.56 ms [2021-06-17 10:54:28 main:574] : INFO : Epoch 1818 | loss: 0.0309774 | val_loss: 0.0312957 | Time: 5396.33 ms [2021-06-17 10:54:33 main:574] : INFO : Epoch 1819 | loss: 0.0309705 | val_loss: 0.0313152 | Time: 5334.81 ms [2021-06-17 10:54:39 main:574] : INFO : Epoch 1820 | loss: 0.0309702 | val_loss: 0.0312712 | Time: 5331.61 ms [2021-06-17 10:54:45 main:574] : INFO : Epoch 1821 | loss: 0.0309743 | val_loss: 0.0313268 | Time: 5329.05 ms [2021-06-17 10:54:51 main:574] : INFO : Epoch 1822 | loss: 0.0309781 | val_loss: 0.0313138 | Time: 5293.78 ms [2021-06-17 10:54:56 main:574] : INFO : Epoch 1823 | loss: 0.0309786 | val_loss: 0.0313083 | Time: 5352.48 ms [2021-06-17 10:55:02 main:574] : INFO : Epoch 1824 | loss: 0.0309747 | val_loss: 0.0313458 | Time: 5344.03 ms [2021-06-17 10:55:08 main:574] : INFO : Epoch 1825 | loss: 0.0309712 | val_loss: 0.0313177 | Time: 5295.06 ms [2021-06-17 10:55:13 main:574] : INFO : Epoch 1826 | loss: 0.030973 | val_loss: 0.0313087 | Time: 5320.87 ms [2021-06-17 10:55:19 main:574] : INFO : Epoch 1827 | loss: 0.0309767 | val_loss: 0.0313064 | Time: 5332.91 ms [2021-06-17 10:55:24 main:574] : INFO : Epoch 1828 | loss: 0.030974 | val_loss: 0.0312938 | Time: 5390.39 ms [2021-06-17 10:55:31 main:574] : INFO : Epoch 1829 | loss: 0.0309767 | val_loss: 0.0312861 | Time: 5386.5 ms [2021-06-17 10:55:36 main:574] : INFO : Epoch 1830 | loss: 0.0309715 | val_loss: 0.0313108 | Time: 5349.82 ms [2021-06-17 10:55:42 main:574] : INFO : Epoch 1831 | loss: 0.030969 | val_loss: 0.031303 | Time: 5303 ms [2021-06-17 10:55:48 main:574] : INFO : Epoch 1832 | loss: 0.0309757 | val_loss: 0.0313112 | Time: 5570.46 ms [2021-06-17 10:55:53 main:574] : INFO : Epoch 1833 | loss: 0.030975 | val_loss: 0.0312812 | Time: 5395.57 ms [2021-06-17 10:55:59 main:574] : INFO : Epoch 1834 | loss: 0.0309679 | val_loss: 0.031304 | Time: 5546.05 ms [2021-06-17 10:56:05 main:574] : INFO : Epoch 1835 | loss: 0.0309726 | val_loss: 0.0312883 | Time: 5352.12 ms [2021-06-17 10:56:11 main:574] : INFO : Epoch 1836 | loss: 0.030974 | val_loss: 0.0313122 | Time: 5712.5 ms [2021-06-17 10:56:16 main:574] : INFO : Epoch 1837 | loss: 0.0309841 | val_loss: 0.0312796 | Time: 5362.39 ms [2021-06-17 10:56:22 main:574] : INFO : Epoch 1838 | loss: 0.0309741 | val_loss: 0.0312976 | Time: 5481.24 ms [2021-06-17 10:56:28 main:574] : INFO : Epoch 1839 | loss: 0.0309757 | val_loss: 0.0312946 | Time: 5366.04 ms [2021-06-17 10:56:34 main:574] : INFO : Epoch 1840 | loss: 0.030992 | val_loss: 0.0312683 | Time: 5415.69 ms [2021-06-17 10:56:41 main:574] : INFO : Epoch 1841 | loss: 0.0309882 | val_loss: 0.0312797 | Time: 5413.92 ms [2021-06-17 10:56:48 main:574] : INFO : Epoch 1842 | loss: 0.030989 | val_loss: 0.0312768 | Time: 5858.62 ms [2021-06-17 10:56:55 main:574] : INFO : Epoch 1843 | loss: 0.0310031 | val_loss: 0.0313145 | Time: 5969.37 ms [2021-06-17 10:57:02 main:574] : INFO : Epoch 1844 | loss: 0.0309839 | val_loss: 0.0312802 | Time: 5939.72 ms [2021-06-17 10:57:11 main:574] : INFO : Epoch 1845 | loss: 0.0309739 | val_loss: 0.0313075 | Time: 7850.35 ms [2021-06-17 10:57:18 main:574] : INFO : Epoch 1846 | loss: 0.0309777 | val_loss: 0.0313026 | Time: 6710.15 ms [2021-06-17 10:57:25 main:574] : INFO : Epoch 1847 | loss: 0.0309769 | val_loss: 0.0312963 | Time: 5902.05 ms [2021-06-17 10:57:31 main:574] : INFO : Epoch 1848 | loss: 0.0309763 | val_loss: 0.0313384 | Time: 5301.88 ms [2021-06-17 10:57:37 main:574] : INFO : Epoch 1849 | loss: 0.0309722 | val_loss: 0.0313307 | Time: 5293.6 ms [2021-06-17 10:57:43 main:574] : INFO : Epoch 1850 | loss: 0.0309705 | val_loss: 0.0312785 | Time: 5492.88 ms [2021-06-17 10:57:51 main:574] : INFO : Epoch 1851 | loss: 0.0309771 | val_loss: 0.0312925 | Time: 6300.93 ms [2021-06-17 10:57:57 main:574] : INFO : Epoch 1852 | loss: 0.0309718 | val_loss: 0.0313043 | Time: 5455.19 ms [2021-06-17 10:58:03 main:574] : INFO : Epoch 1853 | loss: 0.0309771 | val_loss: 0.0312862 | Time: 5904.03 ms [2021-06-17 10:58:09 main:574] : INFO : Epoch 1854 | loss: 0.0309824 | val_loss: 0.0313038 | Time: 5399.99 ms [2021-06-17 10:58:15 main:574] : INFO : Epoch 1855 | loss: 0.0309801 | val_loss: 0.031319 | Time: 5546.77 ms [2021-06-17 10:58:21 main:574] : INFO : Epoch 1856 | loss: 0.0309748 | val_loss: 0.0313109 | Time: 5443.72 ms [2021-06-17 10:58:27 main:574] : INFO : Epoch 1857 | loss: 0.0309773 | val_loss: 0.0312937 | Time: 5402.23 ms [2021-06-17 10:58:33 main:574] : INFO : Epoch 1858 | loss: 0.0309799 | val_loss: 0.0313007 | Time: 5369.27 ms [2021-06-17 10:58:40 main:574] : INFO : Epoch 1859 | loss: 0.0309764 | val_loss: 0.0313291 | Time: 5518.48 ms [2021-06-17 10:58:47 main:574] : INFO : Epoch 1860 | loss: 0.0309644 | val_loss: 0.0313061 | Time: 5284.23 ms [2021-06-17 10:58:52 main:574] : INFO : Epoch 1861 | loss: 0.0309706 | val_loss: 0.0312831 | Time: 5276.71 ms [2021-06-17 10:58:58 main:574] : INFO : Epoch 1862 | loss: 0.0309723 | val_loss: 0.0312991 | Time: 5542.48 ms [2021-06-17 10:59:04 main:574] : INFO : Epoch 1863 | loss: 0.0309742 | val_loss: 0.0313014 | Time: 5411.38 ms [2021-06-17 10:59:10 main:574] : INFO : Epoch 1864 | loss: 0.0309731 | val_loss: 0.0313086 | Time: 5665.86 ms [2021-06-17 10:59:15 main:574] : INFO : Epoch 1865 | loss: 0.0309735 | val_loss: 0.0313406 | Time: 5475.57 ms [2021-06-17 10:59:21 main:574] : INFO : Epoch 1866 | loss: 0.0309684 | val_loss: 0.0312887 | Time: 5396.54 ms [2021-06-17 10:59:26 main:574] : INFO : Epoch 1867 | loss: 0.0309676 | val_loss: 0.0312956 | Time: 5352.25 ms [2021-06-17 10:59:32 main:574] : INFO : Epoch 1868 | loss: 0.0309833 | val_loss: 0.0312859 | Time: 5421.11 ms [2021-06-17 10:59:38 main:574] : INFO : Epoch 1869 | loss: 0.0309942 | val_loss: 0.0312648 | Time: 5623.21 ms [2021-06-17 10:59:44 main:574] : INFO : Epoch 1870 | loss: 0.0309799 | val_loss: 0.0313143 | Time: 5585.91 ms [2021-06-17 10:59:50 main:574] : INFO : Epoch 1871 | loss: 0.030992 | val_loss: 0.0312827 | Time: 5542.45 ms [2021-06-17 10:59:55 main:574] : INFO : Epoch 1872 | loss: 0.0309832 | val_loss: 0.0312968 | Time: 5489.12 ms [2021-06-17 11:00:01 main:574] : INFO : Epoch 1873 | loss: 0.0309694 | val_loss: 0.0313353 | Time: 5423.68 ms [2021-06-17 11:00:07 main:574] : INFO : Epoch 1874 | loss: 0.0309774 | val_loss: 0.0312986 | Time: 5384.91 ms [2021-06-17 11:00:13 main:574] : INFO : Epoch 1875 | loss: 0.0309801 | val_loss: 0.0313175 | Time: 5336.72 ms [2021-06-17 11:00:19 main:574] : INFO : Epoch 1876 | loss: 0.0309735 | val_loss: 0.031289 | Time: 5388.83 ms [2021-06-17 11:00:26 main:574] : INFO : Epoch 1877 | loss: 0.0309709 | val_loss: 0.031316 | Time: 5463.27 ms [2021-06-17 11:00:32 main:574] : INFO : Epoch 1878 | loss: 0.0309699 | val_loss: 0.0313 | Time: 5343.15 ms [2021-06-17 11:00:37 main:574] : INFO : Epoch 1879 | loss: 0.0310363 | val_loss: 0.0312943 | Time: 5376.26 ms [2021-06-17 11:00:44 main:574] : INFO : Epoch 1880 | loss: 0.0310088 | val_loss: 0.0312776 | Time: 5315.93 ms [2021-06-17 11:00:50 main:574] : INFO : Epoch 1881 | loss: 0.0309829 | val_loss: 0.031327 | Time: 5426.43 ms [2021-06-17 11:00:56 main:574] : INFO : Epoch 1882 | loss: 0.0309766 | val_loss: 0.0313033 | Time: 5370.47 ms [2021-06-17 11:01:04 main:574] : INFO : Epoch 1883 | loss: 0.0309734 | val_loss: 0.0313433 | Time: 7215.54 ms [2021-06-17 11:01:13 main:574] : INFO : Epoch 1884 | loss: 0.0310379 | val_loss: 0.0312509 | Time: 6427.83 ms [2021-06-17 11:01:22 main:574] : INFO : Epoch 1885 | loss: 0.0310145 | val_loss: 0.0312952 | Time: 8292.74 ms [2021-06-17 11:01:32 main:574] : INFO : Epoch 1886 | loss: 0.0309796 | val_loss: 0.0312868 | Time: 9014.17 ms [2021-06-17 11:01:41 main:574] : INFO : Epoch 1887 | loss: 0.0309697 | val_loss: 0.0313098 | Time: 8523.8 ms [2021-06-17 11:01:51 main:574] : INFO : Epoch 1888 | loss: 0.0309654 | val_loss: 0.0313233 | Time: 8592.27 ms [2021-06-17 11:01:58 main:574] : INFO : Epoch 1889 | loss: 0.0309805 | val_loss: 0.0312844 | Time: 5540.61 ms [2021-06-17 11:02:04 main:574] : INFO : Epoch 1890 | loss: 0.030977 | val_loss: 0.0312996 | Time: 5314.86 ms [2021-06-17 11:02:10 main:574] : INFO : Epoch 1891 | loss: 0.0310045 | val_loss: 0.0313004 | Time: 5482.13 ms [2021-06-17 11:02:18 main:574] : INFO : Epoch 1892 | loss: 0.0309826 | val_loss: 0.0313226 | Time: 6434.72 ms [2021-06-17 11:02:25 main:574] : INFO : Epoch 1893 | loss: 0.0309687 | val_loss: 0.0313031 | Time: 5363.04 ms [2021-06-17 11:02:30 main:574] : INFO : Epoch 1894 | loss: 0.030969 | val_loss: 0.0312875 | Time: 5399.09 ms [2021-06-17 11:02:36 main:574] : INFO : Epoch 1895 | loss: 0.0309745 | val_loss: 0.0313217 | Time: 5819.38 ms [2021-06-17 11:02:43 main:574] : INFO : Epoch 1896 | loss: 0.0309719 | val_loss: 0.031287 | Time: 6564.01 ms [2021-06-17 11:02:50 main:574] : INFO : Epoch 1897 | loss: 0.030977 | val_loss: 0.0313377 | Time: 6749.43 ms [2021-06-17 11:02:56 main:574] : INFO : Epoch 1898 | loss: 0.0309756 | val_loss: 0.031306 | Time: 5775.09 ms [2021-06-17 11:03:01 main:574] : INFO : Epoch 1899 | loss: 0.0309739 | val_loss: 0.0313043 | Time: 5537.38 ms [2021-06-17 11:03:07 main:574] : INFO : Epoch 1900 | loss: 0.0309713 | val_loss: 0.0313148 | Time: 5381.02 ms [2021-06-17 11:03:13 main:574] : INFO : Epoch 1901 | loss: 0.0309709 | val_loss: 0.0312986 | Time: 5391.35 ms [2021-06-17 11:03:18 main:574] : INFO : Epoch 1902 | loss: 0.0309714 | val_loss: 0.0313035 | Time: 5407.37 ms [2021-06-17 11:03:24 main:574] : INFO : Epoch 1903 | loss: 0.030969 | val_loss: 0.031308 | Time: 5455.67 ms [2021-06-17 11:03:29 main:574] : INFO : Epoch 1904 | loss: 0.0309679 | val_loss: 0.0313194 | Time: 5356.12 ms [2021-06-17 11:03:35 main:574] : INFO : Epoch 1905 | loss: 0.0309805 | val_loss: 0.0313087 | Time: 5372.55 ms [2021-06-17 11:03:41 main:574] : INFO : Epoch 1906 | loss: 0.0309803 | val_loss: 0.0313058 | Time: 5369.28 ms [2021-06-17 11:03:47 main:574] : INFO : Epoch 1907 | loss: 0.0309753 | val_loss: 0.0313104 | Time: 5376.15 ms [2021-06-17 11:03:54 main:574] : INFO : Epoch 1908 | loss: 0.030978 | val_loss: 0.0312716 | Time: 5566.68 ms [2021-06-17 11:04:00 main:574] : INFO : Epoch 1909 | loss: 0.030989 | val_loss: 0.031284 | Time: 5362.69 ms [2021-06-17 11:04:07 main:574] : INFO : Epoch 1910 | loss: 0.0309796 | val_loss: 0.0312837 | Time: 5339.95 ms [2021-06-17 11:04:13 main:574] : INFO : Epoch 1911 | loss: 0.0309868 | val_loss: 0.0313058 | Time: 5373.53 ms [2021-06-17 11:04:20 main:574] : INFO : Epoch 1912 | loss: 0.0309931 | val_loss: 0.0312961 | Time: 5383.33 ms [2021-06-17 11:04:27 main:574] : INFO : Epoch 1913 | loss: 0.0309901 | val_loss: 0.0312762 | Time: 5332.98 ms [2021-06-17 11:04:32 main:574] : INFO : Epoch 1914 | loss: 0.0309851 | val_loss: 0.031316 | Time: 5302.51 ms [2021-06-17 11:04:37 main:574] : INFO : Epoch 1915 | loss: 0.0309819 | val_loss: 0.0313192 | Time: 5306.8 ms [2021-06-17 11:04:43 main:574] : INFO : Epoch 1916 | loss: 0.0309685 | val_loss: 0.0313115 | Time: 5315.82 ms [2021-06-17 11:04:48 main:574] : INFO : Epoch 1917 | loss: 0.030967 | val_loss: 0.0312959 | Time: 5276.97 ms [2021-06-17 11:04:54 main:574] : INFO : Epoch 1918 | loss: 0.0309752 | val_loss: 0.031312 | Time: 5430.4 ms [2021-06-17 11:04:59 main:574] : INFO : Epoch 1919 | loss: 0.0309859 | val_loss: 0.0312832 | Time: 5447.18 ms [2021-06-17 11:05:05 main:574] : INFO : Epoch 1920 | loss: 0.030975 | val_loss: 0.0313046 | Time: 5328.46 ms [2021-06-17 11:05:11 main:574] : INFO : Epoch 1921 | loss: 0.0309744 | val_loss: 0.031312 | Time: 5444.83 ms [2021-06-17 11:05:16 main:574] : INFO : Epoch 1922 | loss: 0.0309787 | val_loss: 0.0312733 | Time: 5256.59 ms [2021-06-17 11:05:21 main:574] : INFO : Epoch 1923 | loss: 0.0309774 | val_loss: 0.0313027 | Time: 5407.98 ms [2021-06-17 11:05:27 main:574] : INFO : Epoch 1924 | loss: 0.0309746 | val_loss: 0.0313291 | Time: 5405.4 ms [2021-06-17 11:05:33 main:574] : INFO : Epoch 1925 | loss: 0.03098 | val_loss: 0.0312849 | Time: 5403.63 ms [2021-06-17 11:05:38 main:574] : INFO : Epoch 1926 | loss: 0.0309775 | val_loss: 0.0312828 | Time: 5336.39 ms [2021-06-17 11:05:44 main:574] : INFO : Epoch 1927 | loss: 0.0309686 | val_loss: 0.0312789 | Time: 5321.03 ms [2021-06-17 11:05:49 main:574] : INFO : Epoch 1928 | loss: 0.0309795 | val_loss: 0.0312995 | Time: 5296.04 ms [2021-06-17 11:05:55 main:574] : INFO : Epoch 1929 | loss: 0.0309837 | val_loss: 0.0313155 | Time: 5361.58 ms [2021-06-17 11:06:00 main:574] : INFO : Epoch 1930 | loss: 0.0309704 | val_loss: 0.0313136 | Time: 5369.63 ms [2021-06-17 11:06:06 main:574] : INFO : Epoch 1931 | loss: 0.0309753 | val_loss: 0.0313113 | Time: 5350.7 ms [2021-06-17 11:06:11 main:574] : INFO : Epoch 1932 | loss: 0.0309722 | val_loss: 0.0312974 | Time: 5331.49 ms [2021-06-17 11:06:17 main:574] : INFO : Epoch 1933 | loss: 0.0309722 | val_loss: 0.0313269 | Time: 5358.77 ms [2021-06-17 11:06:22 main:574] : INFO : Epoch 1934 | loss: 0.0309775 | val_loss: 0.0313089 | Time: 5286.6 ms [2021-06-17 11:06:28 main:574] : INFO : Epoch 1935 | loss: 0.0309765 | val_loss: 0.0313135 | Time: 5347.24 ms [2021-06-17 11:06:33 main:574] : INFO : Epoch 1936 | loss: 0.0310176 | val_loss: 0.0312806 | Time: 5281.88 ms [2021-06-17 11:06:39 main:574] : INFO : Epoch 1937 | loss: 0.0310302 | val_loss: 0.0312854 | Time: 5298.42 ms [2021-06-17 11:06:44 main:574] : INFO : Epoch 1938 | loss: 0.0309938 | val_loss: 0.0313013 | Time: 5340.19 ms [2021-06-17 11:06:50 main:574] : INFO : Epoch 1939 | loss: 0.0309894 | val_loss: 0.0313286 | Time: 5282.83 ms [2021-06-17 11:06:55 main:574] : INFO : Epoch 1940 | loss: 0.0309782 | val_loss: 0.0312748 | Time: 5616.14 ms [2021-06-17 11:07:01 main:574] : INFO : Epoch 1941 | loss: 0.0309793 | val_loss: 0.0312621 | Time: 5374.86 ms [2021-06-17 11:07:07 main:574] : INFO : Epoch 1942 | loss: 0.0309817 | val_loss: 0.0312904 | Time: 5350.48 ms [2021-06-17 11:07:13 main:574] : INFO : Epoch 1943 | loss: 0.030973 | val_loss: 0.0313454 | Time: 5389.26 ms [2021-06-17 11:07:19 main:574] : INFO : Epoch 1944 | loss: 0.0309761 | val_loss: 0.0312679 | Time: 5342.25 ms [2021-06-17 11:07:25 main:574] : INFO : Epoch 1945 | loss: 0.0309916 | val_loss: 0.0312667 | Time: 5388 ms [2021-06-17 11:07:31 main:574] : INFO : Epoch 1946 | loss: 0.0309826 | val_loss: 0.0313066 | Time: 5385.76 ms [2021-06-17 11:07:37 main:574] : INFO : Epoch 1947 | loss: 0.0309702 | val_loss: 0.0312899 | Time: 5335.37 ms [2021-06-17 11:07:42 main:574] : INFO : Epoch 1948 | loss: 0.0309748 | val_loss: 0.0313118 | Time: 5322.01 ms [2021-06-17 11:07:48 main:574] : INFO : Epoch 1949 | loss: 0.0309745 | val_loss: 0.0313179 | Time: 5319.48 ms [2021-06-17 11:07:53 main:574] : INFO : Epoch 1950 | loss: 0.030971 | val_loss: 0.0313139 | Time: 5288.47 ms [2021-06-17 11:07:59 main:574] : INFO : Epoch 1951 | loss: 0.0309755 | val_loss: 0.0312509 | Time: 5336.82 ms [2021-06-17 11:08:05 main:574] : INFO : Epoch 1952 | loss: 0.0309923 | val_loss: 0.0312777 | Time: 5462.35 ms [2021-06-17 11:08:10 main:574] : INFO : Epoch 1953 | loss: 0.0309796 | val_loss: 0.0312736 | Time: 5363.87 ms [2021-06-17 11:08:17 main:574] : INFO : Epoch 1954 | loss: 0.0309796 | val_loss: 0.0313141 | Time: 5350 ms [2021-06-17 11:08:23 main:574] : INFO : Epoch 1955 | loss: 0.0309746 | val_loss: 0.0312923 | Time: 5412.71 ms [2021-06-17 11:08:28 main:574] : INFO : Epoch 1956 | loss: 0.0309853 | val_loss: 0.0312778 | Time: 5406 ms [2021-06-17 11:08:34 main:574] : INFO : Epoch 1957 | loss: 0.0309696 | val_loss: 0.0313498 | Time: 5403.16 ms [2021-06-17 11:08:39 main:574] : INFO : Epoch 1958 | loss: 0.030974 | val_loss: 0.0313148 | Time: 5309.98 ms [2021-06-17 11:08:44 main:574] : INFO : Epoch 1959 | loss: 0.030968 | val_loss: 0.031269 | Time: 5360.19 ms [2021-06-17 11:08:51 main:574] : INFO : Epoch 1960 | loss: 0.0309712 | val_loss: 0.0312977 | Time: 5369.35 ms [2021-06-17 11:08:57 main:574] : INFO : Epoch 1961 | loss: 0.0309764 | val_loss: 0.0312789 | Time: 5711.51 ms [2021-06-17 11:09:05 main:574] : INFO : Epoch 1962 | loss: 0.0309701 | val_loss: 0.0313253 | Time: 7625.06 ms [2021-06-17 11:09:10 main:574] : INFO : Epoch 1963 | loss: 0.0309709 | val_loss: 0.0313301 | Time: 5365.95 ms [2021-06-17 11:09:16 main:574] : INFO : Epoch 1964 | loss: 0.0309753 | val_loss: 0.031327 | Time: 5284.42 ms [2021-06-17 11:09:22 main:574] : INFO : Epoch 1965 | loss: 0.0309777 | val_loss: 0.0313058 | Time: 5285.54 ms [2021-06-17 11:09:29 main:574] : INFO : Epoch 1966 | loss: 0.0309685 | val_loss: 0.0312988 | Time: 5729.14 ms [2021-06-17 11:09:35 main:574] : INFO : Epoch 1967 | loss: 0.0309772 | val_loss: 0.0313035 | Time: 5318.98 ms [2021-06-17 11:09:42 main:574] : INFO : Epoch 1968 | loss: 0.0309749 | val_loss: 0.0313233 | Time: 5455.42 ms [2021-06-17 11:09:48 main:574] : INFO : Epoch 1969 | loss: 0.0309659 | val_loss: 0.0313271 | Time: 5334.82 ms [2021-06-17 11:09:54 main:574] : INFO : Epoch 1970 | loss: 0.0309716 | val_loss: 0.0312839 | Time: 5389.34 ms [2021-06-17 11:10:00 main:574] : INFO : Epoch 1971 | loss: 0.0310182 | val_loss: 0.031212 | Time: 5413.42 ms [2021-06-17 11:10:06 main:574] : INFO : Epoch 1972 | loss: 0.0311074 | val_loss: 0.0312303 | Time: 5353.03 ms [2021-06-17 11:10:12 main:574] : INFO : Epoch 1973 | loss: 0.031079 | val_loss: 0.0312559 | Time: 5371.17 ms [2021-06-17 11:10:17 main:574] : INFO : Epoch 1974 | loss: 0.0310492 | val_loss: 0.0312443 | Time: 5309.88 ms [2021-06-17 11:10:23 main:574] : INFO : Epoch 1975 | loss: 0.0310212 | val_loss: 0.0312858 | Time: 5280.13 ms [2021-06-17 11:10:28 main:574] : INFO : Epoch 1976 | loss: 0.0309977 | val_loss: 0.031296 | Time: 5406.59 ms [2021-06-17 11:10:34 main:574] : INFO : Epoch 1977 | loss: 0.0309834 | val_loss: 0.0312996 | Time: 5327.13 ms [2021-06-17 11:10:40 main:574] : INFO : Epoch 1978 | loss: 0.0309774 | val_loss: 0.0312657 | Time: 5306.81 ms [2021-06-17 11:10:46 main:574] : INFO : Epoch 1979 | loss: 0.0309713 | val_loss: 0.0312951 | Time: 5375.75 ms [2021-06-17 11:10:52 main:574] : INFO : Epoch 1980 | loss: 0.0309804 | val_loss: 0.0312951 | Time: 5394.88 ms [2021-06-17 11:10:57 main:574] : INFO : Epoch 1981 | loss: 0.0309866 | val_loss: 0.0313274 | Time: 5346.11 ms [2021-06-17 11:11:03 main:574] : INFO : Epoch 1982 | loss: 0.0309814 | val_loss: 0.0312984 | Time: 5301.86 ms [2021-06-17 11:11:08 main:574] : INFO : Epoch 1983 | loss: 0.0309708 | val_loss: 0.0312728 | Time: 5425.84 ms [2021-06-17 11:11:15 main:574] : INFO : Epoch 1984 | loss: 0.0309795 | val_loss: 0.0312869 | Time: 5360.61 ms [2021-06-17 11:11:21 main:574] : INFO : Epoch 1985 | loss: 0.0310569 | val_loss: 0.0312793 | Time: 5418.71 ms [2021-06-17 11:11:26 main:574] : INFO : Epoch 1986 | loss: 0.0310415 | val_loss: 0.0312581 | Time: 5303.16 ms [2021-06-17 11:11:32 main:574] : INFO : Epoch 1987 | loss: 0.0310038 | val_loss: 0.0312738 | Time: 5381 ms [2021-06-17 11:11:37 main:574] : INFO : Epoch 1988 | loss: 0.0309852 | val_loss: 0.0312749 | Time: 5404.32 ms [2021-06-17 11:11:43 main:574] : INFO : Epoch 1989 | loss: 0.0309785 | val_loss: 0.0312566 | Time: 5391.95 ms [2021-06-17 11:11:48 main:574] : INFO : Epoch 1990 | loss: 0.030988 | val_loss: 0.0312499 | Time: 5281.96 ms [2021-06-17 11:11:54 main:574] : INFO : Epoch 1991 | loss: 0.0309847 | val_loss: 0.0312793 | Time: 5403.23 ms [2021-06-17 11:12:00 main:574] : INFO : Epoch 1992 | loss: 0.030994 | val_loss: 0.0312676 | Time: 5459 ms [2021-06-17 11:12:06 main:574] : INFO : Epoch 1993 | loss: 0.0309861 | val_loss: 0.0312957 | Time: 5316.91 ms [2021-06-17 11:12:11 main:574] : INFO : Epoch 1994 | loss: 0.0309743 | val_loss: 0.031331 | Time: 5275.31 ms [2021-06-17 11:12:17 main:574] : INFO : Epoch 1995 | loss: 0.0309803 | val_loss: 0.0312954 | Time: 5620.19 ms [2021-06-17 11:12:22 main:574] : INFO : Epoch 1996 | loss: 0.0309839 | val_loss: 0.0312677 | Time: 5367.01 ms [2021-06-17 11:12:28 main:574] : INFO : Epoch 1997 | loss: 0.0310188 | val_loss: 0.0312781 | Time: 5388.61 ms [2021-06-17 11:12:33 main:574] : INFO : Epoch 1998 | loss: 0.0309972 | val_loss: 0.0312889 | Time: 5320.06 ms [2021-06-17 11:12:39 main:574] : INFO : Epoch 1999 | loss: 0.03098 | val_loss: 0.0312681 | Time: 5346.23 ms [2021-06-17 11:12:44 main:574] : INFO : Epoch 2000 | loss: 0.0309847 | val_loss: 0.0312497 | Time: 5265.33 ms [2021-06-17 11:12:50 main:574] : INFO : Epoch 2001 | loss: 0.0310151 | val_loss: 0.0312845 | Time: 5517.94 ms [2021-06-17 11:12:55 main:574] : INFO : Epoch 2002 | loss: 0.0309892 | val_loss: 0.0312797 | Time: 5309.4 ms [2021-06-17 11:13:01 main:574] : INFO : Epoch 2003 | loss: 0.0309762 | val_loss: 0.031268 | Time: 5333.04 ms [2021-06-17 11:13:06 main:574] : INFO : Epoch 2004 | loss: 0.0309847 | val_loss: 0.0313062 | Time: 5372.45 ms [2021-06-17 11:13:12 main:574] : INFO : Epoch 2005 | loss: 0.0309737 | val_loss: 0.0312811 | Time: 5393.08 ms [2021-06-17 11:13:18 main:574] : INFO : Epoch 2006 | loss: 0.0309779 | val_loss: 0.031292 | Time: 5328.49 ms [2021-06-17 11:13:23 main:574] : INFO : Epoch 2007 | loss: 0.0309766 | val_loss: 0.0313133 | Time: 5326.3 ms [2021-06-17 11:13:28 main:574] : INFO : Epoch 2008 | loss: 0.0309705 | val_loss: 0.0312995 | Time: 5324.12 ms [2021-06-17 11:13:34 main:574] : INFO : Epoch 2009 | loss: 0.0309835 | val_loss: 0.031343 | Time: 5420.38 ms [2021-06-17 11:13:40 main:574] : INFO : Epoch 2010 | loss: 0.030978 | val_loss: 0.0313194 | Time: 5405.6 ms [2021-06-17 11:13:45 main:574] : INFO : Epoch 2011 | loss: 0.0309687 | val_loss: 0.0312866 | Time: 5284.74 ms [2021-06-17 11:13:51 main:574] : INFO : Epoch 2012 | loss: 0.030979 | val_loss: 0.0312847 | Time: 5346.64 ms [2021-06-17 11:13:56 main:574] : INFO : Epoch 2013 | loss: 0.0309761 | val_loss: 0.0313236 | Time: 5333.45 ms [2021-06-17 11:14:03 main:574] : INFO : Epoch 2014 | loss: 0.0309692 | val_loss: 0.0312781 | Time: 5316.87 ms [2021-06-17 11:14:09 main:574] : INFO : Epoch 2015 | loss: 0.0309829 | val_loss: 0.0312766 | Time: 5340.91 ms [2021-06-17 11:14:15 main:574] : INFO : Epoch 2016 | loss: 0.0309933 | val_loss: 0.0312959 | Time: 5337.41 ms [2021-06-17 11:14:20 main:574] : INFO : Epoch 2017 | loss: 0.0309752 | val_loss: 0.0313127 | Time: 5347.44 ms [2021-06-17 11:14:25 main:574] : INFO : Epoch 2018 | loss: 0.0309725 | val_loss: 0.0313292 | Time: 5342.44 ms [2021-06-17 11:14:31 main:574] : INFO : Epoch 2019 | loss: 0.0309726 | val_loss: 0.0312903 | Time: 5323.03 ms [2021-06-17 11:14:36 main:574] : INFO : Epoch 2020 | loss: 0.0309667 | val_loss: 0.0313064 | Time: 5396.73 ms [2021-06-17 11:14:42 main:574] : INFO : Epoch 2021 | loss: 0.0309744 | val_loss: 0.0312941 | Time: 5317.18 ms [2021-06-17 11:14:48 main:574] : INFO : Epoch 2022 | loss: 0.0309775 | val_loss: 0.0312871 | Time: 5422.24 ms [2021-06-17 11:14:53 main:574] : INFO : Epoch 2023 | loss: 0.0309745 | val_loss: 0.0313161 | Time: 5294.21 ms [2021-06-17 11:14:59 main:574] : INFO : Epoch 2024 | loss: 0.0309736 | val_loss: 0.0313144 | Time: 5325.58 ms [2021-06-17 11:15:05 main:574] : INFO : Epoch 2025 | loss: 0.0309736 | val_loss: 0.0312722 | Time: 5284.2 ms [2021-06-17 11:15:10 main:574] : INFO : Epoch 2026 | loss: 0.0309639 | val_loss: 0.0313099 | Time: 5303.67 ms [2021-06-17 11:15:16 main:574] : INFO : Epoch 2027 | loss: 0.0309676 | val_loss: 0.0313048 | Time: 5289.58 ms [2021-06-17 11:15:21 main:574] : INFO : Epoch 2028 | loss: 0.0309641 | val_loss: 0.0313158 | Time: 5371.08 ms [2021-06-17 11:15:27 main:574] : INFO : Epoch 2029 | loss: 0.0309719 | val_loss: 0.0313106 | Time: 5300.54 ms [2021-06-17 11:15:32 main:574] : INFO : Epoch 2030 | loss: 0.0309847 | val_loss: 0.0313002 | Time: 5312.53 ms [2021-06-17 11:15:38 main:574] : INFO : Epoch 2031 | loss: 0.0309734 | val_loss: 0.03132 | Time: 5301.37 ms [2021-06-17 11:15:46 main:574] : INFO : Epoch 2032 | loss: 0.0309763 | val_loss: 0.031307 | Time: 5803.95 ms [2021-06-17 11:15:51 main:574] : INFO : Epoch 2033 | loss: 0.0309824 | val_loss: 0.031304 | Time: 5438.1 ms [2021-06-17 11:15:58 main:574] : INFO : Epoch 2034 | loss: 0.0309745 | val_loss: 0.0312929 | Time: 5294.98 ms [2021-06-17 11:16:04 main:574] : INFO : Epoch 2035 | loss: 0.0309731 | val_loss: 0.0313072 | Time: 5340.47 ms [2021-06-17 11:16:10 main:574] : INFO : Epoch 2036 | loss: 0.0309693 | val_loss: 0.031334 | Time: 5360.36 ms [2021-06-17 11:16:16 main:574] : INFO : Epoch 2037 | loss: 0.0309663 | val_loss: 0.0313267 | Time: 5406.11 ms [2021-06-17 11:16:23 main:574] : INFO : Epoch 2038 | loss: 0.0309737 | val_loss: 0.0312754 | Time: 5387.13 ms [2021-06-17 11:16:28 main:574] : INFO : Epoch 2039 | loss: 0.030977 | val_loss: 0.0313174 | Time: 5276.87 ms [2021-06-17 11:16:34 main:574] : INFO : Epoch 2040 | loss: 0.0309713 | val_loss: 0.0313096 | Time: 5282.21 ms [2021-06-17 11:16:40 main:574] : INFO : Epoch 2041 | loss: 0.0309752 | val_loss: 0.0312848 | Time: 5380.25 ms [2021-06-17 11:16:47 main:574] : INFO : Epoch 2042 | loss: 0.0309808 | val_loss: 0.0312582 | Time: 5378.89 ms [2021-06-17 11:16:53 main:574] : INFO : Epoch 2043 | loss: 0.030983 | val_loss: 0.0312753 | Time: 5325.4 ms [2021-06-17 11:17:00 main:574] : INFO : Epoch 2044 | loss: 0.0309837 | val_loss: 0.0312945 | Time: 5561.29 ms [2021-06-17 11:17:06 main:574] : INFO : Epoch 2045 | loss: 0.0309818 | val_loss: 0.0312884 | Time: 5348.13 ms [2021-06-17 11:17:13 main:574] : INFO : Epoch 2046 | loss: 0.0309756 | val_loss: 0.0313117 | Time: 5353.93 ms [2021-06-17 11:17:18 main:574] : INFO : Epoch 2047 | loss: 0.0310042 | val_loss: 0.0312634 | Time: 5332.55 ms [2021-06-17 11:17:24 main:574] : INFO : Epoch 2048 | loss: 0.0309832 | val_loss: 0.0313051 | Time: 5294.42 ms [2021-06-17 11:17:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313051 [2021-06-17 11:17:24 main:603] : INFO : Saving end state to config to file [2021-06-17 11:17:25 main:608] : INFO : Success, exiting.. 11:17:25 (9144): 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)