Task 7533592
| Name | ParityModified-1631727877-17669-2_0 |
| Workunit | 5195511 |
| Created | 22 Sep 2021, 18:59:38 UTC |
| Sent | 27 Sep 2021, 1:33:47 UTC |
| Report deadline | 4 Oct 2021, 1:33:47 UTC |
| Received | 27 Sep 2021, 5:17:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 3 hours 1 min 42 sec |
| CPU time | 2 hours 50 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 23:07:09 main:574] : INFO : Epoch 1601 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 5316.16 ms [2021-09-26 23:07:15 main:574] : INFO : Epoch 1602 | loss: 0.0311712 | val_loss: 0.0311747 | Time: 5374.38 ms [2021-09-26 23:07:20 main:574] : INFO : Epoch 1603 | loss: 0.0311695 | val_loss: 0.0311776 | Time: 5270.04 ms [2021-09-26 23:07:25 main:574] : INFO : Epoch 1604 | loss: 0.0311725 | val_loss: 0.031187 | Time: 5480.84 ms [2021-09-26 23:07:31 main:574] : INFO : Epoch 1605 | loss: 0.0311712 | val_loss: 0.0311746 | Time: 5283.87 ms [2021-09-26 23:07:36 main:574] : INFO : Epoch 1606 | loss: 0.0311692 | val_loss: 0.0311805 | Time: 5481.82 ms [2021-09-26 23:07:41 main:574] : INFO : Epoch 1607 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 5195.11 ms [2021-09-26 23:07:47 main:574] : INFO : Epoch 1608 | loss: 0.031176 | val_loss: 0.031187 | Time: 5364.55 ms [2021-09-26 23:07:52 main:574] : INFO : Epoch 1609 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 5284.74 ms [2021-09-26 23:07:57 main:574] : INFO : Epoch 1610 | loss: 0.0311687 | val_loss: 0.0311771 | Time: 5192.94 ms [2021-09-26 23:08:03 main:574] : INFO : Epoch 1611 | loss: 0.0311687 | val_loss: 0.031176 | Time: 5210.98 ms [2021-09-26 23:08:08 main:574] : INFO : Epoch 1612 | loss: 0.031171 | val_loss: 0.031181 | Time: 5259.32 ms [2021-09-26 23:08:13 main:574] : INFO : Epoch 1613 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 5486.13 ms [2021-09-26 23:08:19 main:574] : INFO : Epoch 1614 | loss: 0.0311706 | val_loss: 0.0311782 | Time: 5449.28 ms [2021-09-26 23:08:24 main:574] : INFO : Epoch 1615 | loss: 0.0311705 | val_loss: 0.0311822 | Time: 5460.24 ms [2021-09-26 23:08:30 main:574] : INFO : Epoch 1616 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 5414.97 ms [2021-09-26 23:08:35 main:574] : INFO : Epoch 1617 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 5348.74 ms [2021-09-26 23:08:40 main:574] : INFO : Epoch 1618 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 5142.93 ms [2021-09-26 23:08:45 main:574] : INFO : Epoch 1619 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 5148.38 ms [2021-09-26 23:08:51 main:574] : INFO : Epoch 1620 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 5310.4 ms [2021-09-26 23:08:56 main:574] : INFO : Epoch 1621 | loss: 0.0311732 | val_loss: 0.031178 | Time: 5161.23 ms [2021-09-26 23:09:01 main:574] : INFO : Epoch 1622 | loss: 0.0311699 | val_loss: 0.031176 | Time: 5335.95 ms [2021-09-26 23:09:06 main:574] : INFO : Epoch 1623 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 5315.38 ms [2021-09-26 23:09:12 main:574] : INFO : Epoch 1624 | loss: 0.0311726 | val_loss: 0.03118 | Time: 5455.11 ms [2021-09-26 23:09:17 main:574] : INFO : Epoch 1625 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 5577.79 ms [2021-09-26 23:09:23 main:574] : INFO : Epoch 1626 | loss: 0.0311683 | val_loss: 0.0311761 | Time: 5289.48 ms [2021-09-26 23:09:28 main:574] : INFO : Epoch 1627 | loss: 0.0311681 | val_loss: 0.0311762 | Time: 5211.93 ms [2021-09-26 23:09:33 main:574] : INFO : Epoch 1628 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 5225.96 ms [2021-09-26 23:09:38 main:574] : INFO : Epoch 1629 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 5139.04 ms [2021-09-26 23:09:44 main:574] : INFO : Epoch 1630 | loss: 0.0311645 | val_loss: 0.0311719 | Time: 5836.74 ms [2021-09-26 23:09:49 main:574] : INFO : Epoch 1631 | loss: 0.0311618 | val_loss: 0.0311733 | Time: 5290.78 ms [2021-09-26 23:09:55 main:574] : INFO : Epoch 1632 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 5464.01 ms [2021-09-26 23:10:00 main:574] : INFO : Epoch 1633 | loss: 0.0311616 | val_loss: 0.0311713 | Time: 5258.96 ms [2021-09-26 23:10:06 main:574] : INFO : Epoch 1634 | loss: 0.031162 | val_loss: 0.0311716 | Time: 5893.09 ms [2021-09-26 23:10:11 main:574] : INFO : Epoch 1635 | loss: 0.031163 | val_loss: 0.0311695 | Time: 5307.62 ms [2021-09-26 23:10:17 main:574] : INFO : Epoch 1636 | loss: 0.0311621 | val_loss: 0.0311693 | Time: 5131.94 ms [2021-09-26 23:10:22 main:574] : INFO : Epoch 1637 | loss: 0.0311641 | val_loss: 0.0311698 | Time: 5182.44 ms [2021-09-26 23:10:27 main:574] : INFO : Epoch 1638 | loss: 0.0311601 | val_loss: 0.0311655 | Time: 5244.54 ms [2021-09-26 23:10:32 main:574] : INFO : Epoch 1639 | loss: 0.0311584 | val_loss: 0.0311703 | Time: 5355.11 ms [2021-09-26 23:10:38 main:574] : INFO : Epoch 1640 | loss: 0.0311618 | val_loss: 0.0311798 | Time: 5319.99 ms [2021-09-26 23:10:43 main:574] : INFO : Epoch 1641 | loss: 0.0311604 | val_loss: 0.0311678 | Time: 5596.64 ms [2021-09-26 23:10:49 main:574] : INFO : Epoch 1642 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 5479.88 ms [2021-09-26 23:10:54 main:574] : INFO : Epoch 1643 | loss: 0.0311527 | val_loss: 0.0311647 | Time: 5386.85 ms [2021-09-26 23:10:59 main:574] : INFO : Epoch 1644 | loss: 0.0311489 | val_loss: 0.0311609 | Time: 5169.52 ms [2021-09-26 23:11:05 main:574] : INFO : Epoch 1645 | loss: 0.0311484 | val_loss: 0.0311634 | Time: 5312.44 ms [2021-09-26 23:11:10 main:574] : INFO : Epoch 1646 | loss: 0.0311516 | val_loss: 0.0311609 | Time: 5231.2 ms [2021-09-26 23:11:15 main:574] : INFO : Epoch 1647 | loss: 0.0311508 | val_loss: 0.0311642 | Time: 5131.32 ms [2021-09-26 23:11:20 main:574] : INFO : Epoch 1648 | loss: 0.0311506 | val_loss: 0.0311691 | Time: 5253.63 ms [2021-09-26 23:11:25 main:574] : INFO : Epoch 1649 | loss: 0.0311546 | val_loss: 0.0311626 | Time: 5222.38 ms [2021-09-26 23:11:31 main:574] : INFO : Epoch 1650 | loss: 0.0311536 | val_loss: 0.0311579 | Time: 5264.49 ms [2021-09-26 23:11:36 main:574] : INFO : Epoch 1651 | loss: 0.0311512 | val_loss: 0.031164 | Time: 5073.99 ms [2021-09-26 23:11:41 main:574] : INFO : Epoch 1652 | loss: 0.0311525 | val_loss: 0.0311594 | Time: 5196.54 ms [2021-09-26 23:11:46 main:574] : INFO : Epoch 1653 | loss: 0.0311506 | val_loss: 0.0311588 | Time: 5344.54 ms [2021-09-26 23:11:51 main:574] : INFO : Epoch 1654 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 5063.54 ms [2021-09-26 23:11:57 main:574] : INFO : Epoch 1655 | loss: 0.0311495 | val_loss: 0.0311638 | Time: 5298.38 ms [2021-09-26 23:12:02 main:574] : INFO : Epoch 1656 | loss: 0.0311504 | val_loss: 0.0311627 | Time: 5317.91 ms [2021-09-26 23:12:07 main:574] : INFO : Epoch 1657 | loss: 0.0311501 | val_loss: 0.031162 | Time: 5348.03 ms [2021-09-26 23:12:13 main:574] : INFO : Epoch 1658 | loss: 0.031148 | val_loss: 0.0311594 | Time: 5435.04 ms [2021-09-26 23:12:18 main:574] : INFO : Epoch 1659 | loss: 0.0311491 | val_loss: 0.0311634 | Time: 5595.85 ms [2021-09-26 23:12:24 main:574] : INFO : Epoch 1660 | loss: 0.0311495 | val_loss: 0.0311647 | Time: 5438.65 ms [2021-09-26 23:12:29 main:574] : INFO : Epoch 1661 | loss: 0.0311493 | val_loss: 0.0311591 | Time: 5296.18 ms [2021-09-26 23:12:34 main:574] : INFO : Epoch 1662 | loss: 0.0311509 | val_loss: 0.0311615 | Time: 5089.92 ms [2021-09-26 23:12:39 main:574] : INFO : Epoch 1663 | loss: 0.0311531 | val_loss: 0.0311606 | Time: 5219.95 ms [2021-09-26 23:12:45 main:574] : INFO : Epoch 1664 | loss: 0.0311495 | val_loss: 0.031158 | Time: 5234.58 ms [2021-09-26 23:12:50 main:574] : INFO : Epoch 1665 | loss: 0.031148 | val_loss: 0.0311583 | Time: 5270.62 ms [2021-09-26 23:12:55 main:574] : INFO : Epoch 1666 | loss: 0.0311476 | val_loss: 0.0311589 | Time: 5218.63 ms [2021-09-26 23:13:01 main:574] : INFO : Epoch 1667 | loss: 0.0311489 | val_loss: 0.0311589 | Time: 5396.03 ms [2021-09-26 23:13:06 main:574] : INFO : Epoch 1668 | loss: 0.031147 | val_loss: 0.0311613 | Time: 5404.14 ms [2021-09-26 23:13:11 main:574] : INFO : Epoch 1669 | loss: 0.0311488 | val_loss: 0.0311578 | Time: 5432.82 ms [2021-09-26 23:13:17 main:574] : INFO : Epoch 1670 | loss: 0.0311488 | val_loss: 0.0311643 | Time: 5286 ms [2021-09-26 23:13:22 main:574] : INFO : Epoch 1671 | loss: 0.0311552 | val_loss: 0.0311592 | Time: 5458.85 ms [2021-09-26 23:13:27 main:574] : INFO : Epoch 1672 | loss: 0.0311537 | val_loss: 0.0311592 | Time: 5139.95 ms [2021-09-26 23:13:33 main:574] : INFO : Epoch 1673 | loss: 0.0311515 | val_loss: 0.0311583 | Time: 5428.79 ms [2021-09-26 23:13:38 main:574] : INFO : Epoch 1674 | loss: 0.0311497 | val_loss: 0.0311574 | Time: 5418.17 ms [2021-09-26 23:13:44 main:574] : INFO : Epoch 1675 | loss: 0.0311514 | val_loss: 0.031169 | Time: 5385.82 ms [2021-09-26 23:13:49 main:574] : INFO : Epoch 1676 | loss: 0.0311519 | val_loss: 0.0311616 | Time: 5318.91 ms [2021-09-26 23:13:54 main:574] : INFO : Epoch 1677 | loss: 0.0311526 | val_loss: 0.0311607 | Time: 5347.62 ms [2021-09-26 23:13:59 main:574] : INFO : Epoch 1678 | loss: 0.0311482 | val_loss: 0.0311566 | Time: 5156.87 ms [2021-09-26 23:14:05 main:574] : INFO : Epoch 1679 | loss: 0.0311491 | val_loss: 0.031159 | Time: 5646.94 ms [2021-09-26 23:14:11 main:574] : INFO : Epoch 1680 | loss: 0.03115 | val_loss: 0.0311582 | Time: 5443.15 ms [2021-09-26 23:14:16 main:574] : INFO : Epoch 1681 | loss: 0.0311483 | val_loss: 0.03117 | Time: 5366.73 ms [2021-09-26 23:14:21 main:574] : INFO : Epoch 1682 | loss: 0.031152 | val_loss: 0.0311627 | Time: 5139.69 ms [2021-09-26 23:14:26 main:574] : INFO : Epoch 1683 | loss: 0.0311455 | val_loss: 0.0311548 | Time: 5369.19 ms [2021-09-26 23:14:32 main:574] : INFO : Epoch 1684 | loss: 0.031145 | val_loss: 0.0311542 | Time: 5294.52 ms [2021-09-26 23:14:37 main:574] : INFO : Epoch 1685 | loss: 0.0311487 | val_loss: 0.0311595 | Time: 5195.3 ms [2021-09-26 23:14:42 main:574] : INFO : Epoch 1686 | loss: 0.0311493 | val_loss: 0.0311602 | Time: 5170.06 ms [2021-09-26 23:14:47 main:574] : INFO : Epoch 1687 | loss: 0.0311462 | val_loss: 0.0311581 | Time: 5281.59 ms [2021-09-26 23:14:52 main:574] : INFO : Epoch 1688 | loss: 0.0311457 | val_loss: 0.0311569 | Time: 5095.06 ms [2021-09-26 23:14:58 main:574] : INFO : Epoch 1689 | loss: 0.0311475 | val_loss: 0.0311569 | Time: 5337.16 ms [2021-09-26 23:15:03 main:574] : INFO : Epoch 1690 | loss: 0.0311455 | val_loss: 0.0311579 | Time: 5234.59 ms [2021-09-26 23:15:08 main:574] : INFO : Epoch 1691 | loss: 0.0311446 | val_loss: 0.0311585 | Time: 5304.96 ms [2021-09-26 23:15:14 main:574] : INFO : Epoch 1692 | loss: 0.0311442 | val_loss: 0.031155 | Time: 5285.47 ms [2021-09-26 23:15:19 main:574] : INFO : Epoch 1693 | loss: 0.031147 | val_loss: 0.0311609 | Time: 5488.02 ms [2021-09-26 23:15:24 main:574] : INFO : Epoch 1694 | loss: 0.0311483 | val_loss: 0.0311639 | Time: 5259.59 ms [2021-09-26 23:15:30 main:574] : INFO : Epoch 1695 | loss: 0.0311472 | val_loss: 0.031157 | Time: 5203.73 ms [2021-09-26 23:15:35 main:574] : INFO : Epoch 1696 | loss: 0.031147 | val_loss: 0.0311609 | Time: 5229.08 ms [2021-09-26 23:15:40 main:574] : INFO : Epoch 1697 | loss: 0.031146 | val_loss: 0.0311734 | Time: 5100.77 ms [2021-09-26 23:15:45 main:574] : INFO : Epoch 1698 | loss: 0.0311485 | val_loss: 0.0311568 | Time: 5295.76 ms [2021-09-26 23:15:51 main:574] : INFO : Epoch 1699 | loss: 0.0311433 | val_loss: 0.0311595 | Time: 5495.34 ms [2021-09-26 23:15:56 main:574] : INFO : Epoch 1700 | loss: 0.0311437 | val_loss: 0.0311594 | Time: 5149.86 ms [2021-09-26 23:16:01 main:574] : INFO : Epoch 1701 | loss: 0.0311435 | val_loss: 0.0311577 | Time: 5468.05 ms [2021-09-26 23:16:07 main:574] : INFO : Epoch 1702 | loss: 0.0311422 | val_loss: 0.031156 | Time: 5547.45 ms [2021-09-26 23:16:12 main:574] : INFO : Epoch 1703 | loss: 0.0311433 | val_loss: 0.0311599 | Time: 5432.18 ms [2021-09-26 23:16:18 main:574] : INFO : Epoch 1704 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 5159.08 ms [2021-09-26 23:16:23 main:574] : INFO : Epoch 1705 | loss: 0.0311437 | val_loss: 0.0311597 | Time: 5453.81 ms [2021-09-26 23:16:28 main:574] : INFO : Epoch 1706 | loss: 0.0311421 | val_loss: 0.0311564 | Time: 5396.93 ms [2021-09-26 23:16:34 main:574] : INFO : Epoch 1707 | loss: 0.0311439 | val_loss: 0.0311636 | Time: 5348.92 ms [2021-09-26 23:16:39 main:574] : INFO : Epoch 1708 | loss: 0.03115 | val_loss: 0.0311621 | Time: 5478.61 ms [2021-09-26 23:16:44 main:574] : INFO : Epoch 1709 | loss: 0.0311467 | val_loss: 0.0311595 | Time: 5153.94 ms [2021-09-26 23:16:50 main:574] : INFO : Epoch 1710 | loss: 0.0311405 | val_loss: 0.0311582 | Time: 5294.25 ms [2021-09-26 23:16:55 main:574] : INFO : Epoch 1711 | loss: 0.03114 | val_loss: 0.0311674 | Time: 5171.81 ms [2021-09-26 23:17:00 main:574] : INFO : Epoch 1712 | loss: 0.0311413 | val_loss: 0.0311573 | Time: 5370.21 ms [2021-09-26 23:17:06 main:574] : INFO : Epoch 1713 | loss: 0.0311391 | val_loss: 0.0311583 | Time: 5815.68 ms [2021-09-26 23:17:11 main:574] : INFO : Epoch 1714 | loss: 0.0311402 | val_loss: 0.0311615 | Time: 5247.77 ms [2021-09-26 23:17:17 main:574] : INFO : Epoch 1715 | loss: 0.0311444 | val_loss: 0.0311579 | Time: 5441.27 ms [2021-09-26 23:17:22 main:574] : INFO : Epoch 1716 | loss: 0.0311466 | val_loss: 0.0311561 | Time: 5173.48 ms [2021-09-26 23:17:27 main:574] : INFO : Epoch 1717 | loss: 0.0311474 | val_loss: 0.0311564 | Time: 5168.94 ms [2021-09-26 23:17:32 main:574] : INFO : Epoch 1718 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 5322.71 ms [2021-09-26 23:17:38 main:574] : INFO : Epoch 1719 | loss: 0.0311456 | val_loss: 0.0311565 | Time: 5264.97 ms [2021-09-26 23:17:43 main:574] : INFO : Epoch 1720 | loss: 0.0311418 | val_loss: 0.03116 | Time: 5703.22 ms [2021-09-26 23:17:49 main:574] : INFO : Epoch 1721 | loss: 0.031141 | val_loss: 0.0311569 | Time: 5486.71 ms [2021-09-26 23:17:54 main:574] : INFO : Epoch 1722 | loss: 0.0311387 | val_loss: 0.031154 | Time: 5516.49 ms [2021-09-26 23:18:00 main:574] : INFO : Epoch 1723 | loss: 0.0311405 | val_loss: 0.0311607 | Time: 5269.88 ms [2021-09-26 23:18:05 main:574] : INFO : Epoch 1724 | loss: 0.0311438 | val_loss: 0.0311632 | Time: 5402.48 ms [2021-09-26 23:18:10 main:574] : INFO : Epoch 1725 | loss: 0.0311436 | val_loss: 0.0311547 | Time: 5205.65 ms [2021-09-26 23:18:16 main:574] : INFO : Epoch 1726 | loss: 0.0311414 | val_loss: 0.0311558 | Time: 5542.77 ms [2021-09-26 23:18:21 main:574] : INFO : Epoch 1727 | loss: 0.0311402 | val_loss: 0.0311551 | Time: 5352.46 ms [2021-09-26 23:18:26 main:574] : INFO : Epoch 1728 | loss: 0.031141 | val_loss: 0.0311598 | Time: 5157.76 ms [2021-09-26 23:18:32 main:574] : INFO : Epoch 1729 | loss: 0.0311435 | val_loss: 0.0311621 | Time: 5373.55 ms [2021-09-26 23:18:37 main:574] : INFO : Epoch 1730 | loss: 0.0311425 | val_loss: 0.0311548 | Time: 5313.7 ms [2021-09-26 23:18:43 main:574] : INFO : Epoch 1731 | loss: 0.0311421 | val_loss: 0.0311559 | Time: 5711.07 ms [2021-09-26 23:18:48 main:574] : INFO : Epoch 1732 | loss: 0.0311403 | val_loss: 0.0311643 | Time: 5235.46 ms [2021-09-26 23:18:53 main:574] : INFO : Epoch 1733 | loss: 0.0311423 | val_loss: 0.0311555 | Time: 5415.26 ms [2021-09-26 23:18:59 main:574] : INFO : Epoch 1734 | loss: 0.0311416 | val_loss: 0.0311583 | Time: 5281.01 ms [2021-09-26 23:19:04 main:574] : INFO : Epoch 1735 | loss: 0.0311411 | val_loss: 0.0311556 | Time: 5252.23 ms [2021-09-26 23:19:09 main:574] : INFO : Epoch 1736 | loss: 0.0311401 | val_loss: 0.0311604 | Time: 5110.11 ms [2021-09-26 23:19:14 main:574] : INFO : Epoch 1737 | loss: 0.0311432 | val_loss: 0.0311542 | Time: 5386.53 ms [2021-09-26 23:19:20 main:574] : INFO : Epoch 1738 | loss: 0.031141 | val_loss: 0.0311565 | Time: 5249.5 ms [2021-09-26 23:19:25 main:574] : INFO : Epoch 1739 | loss: 0.031139 | val_loss: 0.0311534 | Time: 5024.76 ms [2021-09-26 23:19:30 main:574] : INFO : Epoch 1740 | loss: 0.0311389 | val_loss: 0.0311556 | Time: 5520.97 ms [2021-09-26 23:19:36 main:574] : INFO : Epoch 1741 | loss: 0.0311403 | val_loss: 0.0311621 | Time: 5263.11 ms [2021-09-26 23:19:41 main:574] : INFO : Epoch 1742 | loss: 0.0311387 | val_loss: 0.0311545 | Time: 5261.38 ms [2021-09-26 23:19:46 main:574] : INFO : Epoch 1743 | loss: 0.0311373 | val_loss: 0.0311563 | Time: 5490.23 ms [2021-09-26 23:19:52 main:574] : INFO : Epoch 1744 | loss: 0.0311372 | val_loss: 0.0311548 | Time: 5195.91 ms [2021-09-26 23:19:57 main:574] : INFO : Epoch 1745 | loss: 0.0311369 | val_loss: 0.0311578 | Time: 5400.04 ms [2021-09-26 23:20:02 main:574] : INFO : Epoch 1746 | loss: 0.0311387 | val_loss: 0.0311555 | Time: 5303.2 ms [2021-09-26 23:20:08 main:574] : INFO : Epoch 1747 | loss: 0.0311397 | val_loss: 0.031156 | Time: 5656.16 ms [2021-09-26 23:20:13 main:574] : INFO : Epoch 1748 | loss: 0.0311434 | val_loss: 0.0311594 | Time: 5222.43 ms [2021-09-26 23:20:18 main:574] : INFO : Epoch 1749 | loss: 0.0311405 | val_loss: 0.031155 | Time: 5204.07 ms [2021-09-26 23:20:23 main:574] : INFO : Epoch 1750 | loss: 0.0311389 | val_loss: 0.0311582 | Time: 5007.01 ms [2021-09-26 23:20:29 main:574] : INFO : Epoch 1751 | loss: 0.0311368 | val_loss: 0.031157 | Time: 5240.2 ms [2021-09-26 23:20:34 main:574] : INFO : Epoch 1752 | loss: 0.0311401 | val_loss: 0.03116 | Time: 5243.04 ms [2021-09-26 23:20:39 main:574] : INFO : Epoch 1753 | loss: 0.0311404 | val_loss: 0.0311642 | Time: 5075.15 ms [2021-09-26 23:20:44 main:574] : INFO : Epoch 1754 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 5123.15 ms [2021-09-26 23:20:49 main:574] : INFO : Epoch 1755 | loss: 0.031137 | val_loss: 0.0311561 | Time: 5149.82 ms [2021-09-26 23:20:55 main:574] : INFO : Epoch 1756 | loss: 0.0311361 | val_loss: 0.0311583 | Time: 5380.88 ms [2021-09-26 23:21:00 main:574] : INFO : Epoch 1757 | loss: 0.0311376 | val_loss: 0.0311543 | Time: 5290.78 ms [2021-09-26 23:21:05 main:574] : INFO : Epoch 1758 | loss: 0.0311399 | val_loss: 0.0311588 | Time: 5463.25 ms [2021-09-26 23:21:11 main:574] : INFO : Epoch 1759 | loss: 0.0311417 | val_loss: 0.0311576 | Time: 5168.98 ms [2021-09-26 23:21:16 main:574] : INFO : Epoch 1760 | loss: 0.0311366 | val_loss: 0.0311662 | Time: 5377.81 ms [2021-09-26 23:21:21 main:574] : INFO : Epoch 1761 | loss: 0.0311388 | val_loss: 0.0311624 | Time: 5347.81 ms [2021-09-26 23:21:26 main:574] : INFO : Epoch 1762 | loss: 0.0311361 | val_loss: 0.0311563 | Time: 5072.07 ms [2021-09-26 23:21:32 main:574] : INFO : Epoch 1763 | loss: 0.0311382 | val_loss: 0.031156 | Time: 5208.38 ms [2021-09-26 23:21:37 main:574] : INFO : Epoch 1764 | loss: 0.031135 | val_loss: 0.0311562 | Time: 5197.24 ms [2021-09-26 23:21:42 main:574] : INFO : Epoch 1765 | loss: 0.0311343 | val_loss: 0.0311592 | Time: 5145.51 ms [2021-09-26 23:21:47 main:574] : INFO : Epoch 1766 | loss: 0.0311345 | val_loss: 0.0311556 | Time: 5301.85 ms [2021-09-26 23:21:52 main:574] : INFO : Epoch 1767 | loss: 0.0311343 | val_loss: 0.0311588 | Time: 5142.28 ms [2021-09-26 23:21:58 main:574] : INFO : Epoch 1768 | loss: 0.0311352 | val_loss: 0.0311629 | Time: 5238.22 ms [2021-09-26 23:22:03 main:574] : INFO : Epoch 1769 | loss: 0.0311359 | val_loss: 0.0311566 | Time: 5246.91 ms [2021-09-26 23:22:08 main:574] : INFO : Epoch 1770 | loss: 0.0311351 | val_loss: 0.0311597 | Time: 5263.83 ms [2021-09-26 23:22:14 main:574] : INFO : Epoch 1771 | loss: 0.0311354 | val_loss: 0.0311604 | Time: 5405.82 ms [2021-09-26 23:22:19 main:574] : INFO : Epoch 1772 | loss: 0.0311365 | val_loss: 0.0311572 | Time: 5047.99 ms [2021-09-26 23:22:24 main:574] : INFO : Epoch 1773 | loss: 0.0311397 | val_loss: 0.0311618 | Time: 5489.28 ms [2021-09-26 23:22:29 main:574] : INFO : Epoch 1774 | loss: 0.031136 | val_loss: 0.031157 | Time: 5226.52 ms [2021-09-26 23:22:34 main:574] : INFO : Epoch 1775 | loss: 0.0311367 | val_loss: 0.0311594 | Time: 5146.9 ms [2021-09-26 23:22:40 main:574] : INFO : Epoch 1776 | loss: 0.0311369 | val_loss: 0.0311534 | Time: 5127 ms [2021-09-26 23:22:45 main:574] : INFO : Epoch 1777 | loss: 0.0311367 | val_loss: 0.0311543 | Time: 5213.37 ms [2021-09-26 23:22:50 main:574] : INFO : Epoch 1778 | loss: 0.0311387 | val_loss: 0.0311636 | Time: 5317.76 ms [2021-09-26 23:22:55 main:574] : INFO : Epoch 1779 | loss: 0.0311443 | val_loss: 0.0311569 | Time: 5175.05 ms [2021-09-26 23:23:01 main:574] : INFO : Epoch 1780 | loss: 0.0311403 | val_loss: 0.0311522 | Time: 5540.16 ms [2021-09-26 23:23:06 main:574] : INFO : Epoch 1781 | loss: 0.0311417 | val_loss: 0.031158 | Time: 5386.67 ms [2021-09-26 23:23:11 main:574] : INFO : Epoch 1782 | loss: 0.0311375 | val_loss: 0.0311547 | Time: 5229.99 ms [2021-09-26 23:23:17 main:574] : INFO : Epoch 1783 | loss: 0.0311352 | val_loss: 0.0311565 | Time: 5321.62 ms [2021-09-26 23:23:22 main:574] : INFO : Epoch 1784 | loss: 0.031135 | val_loss: 0.0311581 | Time: 5221.43 ms [2021-09-26 23:23:28 main:574] : INFO : Epoch 1785 | loss: 0.0311383 | val_loss: 0.0311618 | Time: 5803.27 ms [2021-09-26 23:23:34 main:574] : INFO : Epoch 1786 | loss: 0.0311398 | val_loss: 0.0311579 | Time: 5694.61 ms [2021-09-26 23:23:39 main:574] : INFO : Epoch 1787 | loss: 0.0311376 | val_loss: 0.0311576 | Time: 5204.65 ms [2021-09-26 23:23:44 main:574] : INFO : Epoch 1788 | loss: 0.0311357 | val_loss: 0.0311565 | Time: 5265.49 ms [2021-09-26 23:23:49 main:574] : INFO : Epoch 1789 | loss: 0.0311369 | val_loss: 0.0311547 | Time: 5334.22 ms [2021-09-26 23:23:55 main:574] : INFO : Epoch 1790 | loss: 0.0311353 | val_loss: 0.0311541 | Time: 5487.83 ms [2021-09-26 23:24:00 main:574] : INFO : Epoch 1791 | loss: 0.0311343 | val_loss: 0.0311506 | Time: 5353.01 ms [2021-09-26 23:24:06 main:574] : INFO : Epoch 1792 | loss: 0.0311334 | val_loss: 0.031153 | Time: 5294.61 ms [2021-09-26 23:24:11 main:574] : INFO : Epoch 1793 | loss: 0.0311349 | val_loss: 0.0311553 | Time: 5176.01 ms [2021-09-26 23:24:16 main:574] : INFO : Epoch 1794 | loss: 0.0311376 | val_loss: 0.0311587 | Time: 5092.43 ms [2021-09-26 23:24:21 main:574] : INFO : Epoch 1795 | loss: 0.0311412 | val_loss: 0.0311598 | Time: 5214.87 ms [2021-09-26 23:24:26 main:574] : INFO : Epoch 1796 | loss: 0.031139 | val_loss: 0.0311578 | Time: 5242.89 ms [2021-09-26 23:24:31 main:574] : INFO : Epoch 1797 | loss: 0.031135 | val_loss: 0.0311563 | Time: 5226.51 ms [2021-09-26 23:24:37 main:574] : INFO : Epoch 1798 | loss: 0.0311335 | val_loss: 0.0311582 | Time: 5240.24 ms [2021-09-26 23:24:42 main:574] : INFO : Epoch 1799 | loss: 0.031134 | val_loss: 0.0311604 | Time: 5426.88 ms [2021-09-26 23:24:47 main:574] : INFO : Epoch 1800 | loss: 0.0311342 | val_loss: 0.0311606 | Time: 5280.08 ms [2021-09-26 23:24:53 main:574] : INFO : Epoch 1801 | loss: 0.0311334 | val_loss: 0.0311566 | Time: 5348.27 ms [2021-09-26 23:24:58 main:574] : INFO : Epoch 1802 | loss: 0.0311335 | val_loss: 0.0311559 | Time: 5018.84 ms [2021-09-26 23:25:03 main:574] : INFO : Epoch 1803 | loss: 0.0311339 | val_loss: 0.0311574 | Time: 5395.9 ms [2021-09-26 23:25:08 main:574] : INFO : Epoch 1804 | loss: 0.031133 | val_loss: 0.0311568 | Time: 5139.13 ms [2021-09-26 23:25:13 main:574] : INFO : Epoch 1805 | loss: 0.0311312 | val_loss: 0.0311567 | Time: 5136.93 ms [2021-09-26 23:25:19 main:574] : INFO : Epoch 1806 | loss: 0.0311339 | val_loss: 0.0311566 | Time: 5322.76 ms [2021-09-26 23:25:24 main:574] : INFO : Epoch 1807 | loss: 0.0311344 | val_loss: 0.0311577 | Time: 5264.78 ms [2021-09-26 23:25:30 main:574] : INFO : Epoch 1808 | loss: 0.0311339 | val_loss: 0.0311598 | Time: 5518.01 ms [2021-09-26 23:25:35 main:574] : INFO : Epoch 1809 | loss: 0.0311345 | val_loss: 0.0311579 | Time: 5528.53 ms [2021-09-26 23:25:40 main:574] : INFO : Epoch 1810 | loss: 0.0311357 | val_loss: 0.0311574 | Time: 5283.98 ms [2021-09-26 23:25:46 main:574] : INFO : Epoch 1811 | loss: 0.031135 | val_loss: 0.0311652 | Time: 5232.76 ms [2021-09-26 23:25:51 main:574] : INFO : Epoch 1812 | loss: 0.0311344 | val_loss: 0.0311576 | Time: 5543.76 ms [2021-09-26 23:25:56 main:574] : INFO : Epoch 1813 | loss: 0.0311357 | val_loss: 0.0311573 | Time: 5074.8 ms [2021-09-26 23:26:02 main:574] : INFO : Epoch 1814 | loss: 0.031143 | val_loss: 0.0311579 | Time: 5321.12 ms [2021-09-26 23:26:07 main:574] : INFO : Epoch 1815 | loss: 0.0311359 | val_loss: 0.0311544 | Time: 5220.21 ms [2021-09-26 23:26:12 main:574] : INFO : Epoch 1816 | loss: 0.0311355 | val_loss: 0.031154 | Time: 5171.01 ms [2021-09-26 23:26:17 main:574] : INFO : Epoch 1817 | loss: 0.0311346 | val_loss: 0.0311555 | Time: 5182.17 ms [2021-09-26 23:26:23 main:574] : INFO : Epoch 1818 | loss: 0.0311342 | val_loss: 0.0311526 | Time: 5544.48 ms [2021-09-26 23:26:28 main:574] : INFO : Epoch 1819 | loss: 0.0311383 | val_loss: 0.0311533 | Time: 5127.78 ms [2021-09-26 23:26:33 main:574] : INFO : Epoch 1820 | loss: 0.0311432 | val_loss: 0.0311556 | Time: 5253.21 ms [2021-09-26 23:26:39 main:574] : INFO : Epoch 1821 | loss: 0.0311451 | val_loss: 0.0311603 | Time: 5473.19 ms [2021-09-26 23:26:44 main:574] : INFO : Epoch 1822 | loss: 0.0311439 | val_loss: 0.0311596 | Time: 5243.06 ms [2021-09-26 23:26:49 main:574] : INFO : Epoch 1823 | loss: 0.0311426 | val_loss: 0.0311635 | Time: 5293.76 ms [2021-09-26 23:26:54 main:574] : INFO : Epoch 1824 | loss: 0.0311417 | val_loss: 0.0311594 | Time: 5182.32 ms [2021-09-26 23:27:00 main:574] : INFO : Epoch 1825 | loss: 0.0311391 | val_loss: 0.0311566 | Time: 5340.94 ms [2021-09-26 23:27:05 main:574] : INFO : Epoch 1826 | loss: 0.031137 | val_loss: 0.0311554 | Time: 5118.14 ms [2021-09-26 23:27:10 main:574] : INFO : Epoch 1827 | loss: 0.0311373 | val_loss: 0.0311573 | Time: 5422.23 ms [2021-09-26 23:27:15 main:574] : INFO : Epoch 1828 | loss: 0.0311363 | val_loss: 0.0311581 | Time: 5204.32 ms [2021-09-26 23:27:21 main:574] : INFO : Epoch 1829 | loss: 0.0311344 | val_loss: 0.0311566 | Time: 5254.56 ms [2021-09-26 23:27:26 main:574] : INFO : Epoch 1830 | loss: 0.0311347 | val_loss: 0.031157 | Time: 5153.21 ms [2021-09-26 23:27:31 main:574] : INFO : Epoch 1831 | loss: 0.0311354 | val_loss: 0.0311625 | Time: 5305.63 ms [2021-09-26 23:27:36 main:574] : INFO : Epoch 1832 | loss: 0.0311382 | val_loss: 0.0311627 | Time: 5220.35 ms [2021-09-26 23:27:42 main:574] : INFO : Epoch 1833 | loss: 0.0311393 | val_loss: 0.0311663 | Time: 5228.55 ms [2021-09-26 23:27:47 main:574] : INFO : Epoch 1834 | loss: 0.0311378 | val_loss: 0.031157 | Time: 5575.33 ms [2021-09-26 23:27:52 main:574] : INFO : Epoch 1835 | loss: 0.0311353 | val_loss: 0.0311547 | Time: 5213.74 ms [2021-09-26 23:27:58 main:574] : INFO : Epoch 1836 | loss: 0.0311337 | val_loss: 0.0311553 | Time: 5425.31 ms [2021-09-26 23:28:03 main:574] : INFO : Epoch 1837 | loss: 0.0311346 | val_loss: 0.0311561 | Time: 5284.83 ms [2021-09-26 23:28:09 main:574] : INFO : Epoch 1838 | loss: 0.0311354 | val_loss: 0.0311578 | Time: 5373.91 ms [2021-09-26 23:28:14 main:574] : INFO : Epoch 1839 | loss: 0.0311346 | val_loss: 0.0311585 | Time: 5189.3 ms [2021-09-26 23:28:19 main:574] : INFO : Epoch 1840 | loss: 0.0311341 | val_loss: 0.0311591 | Time: 5415.11 ms [2021-09-26 23:28:24 main:574] : INFO : Epoch 1841 | loss: 0.0311325 | val_loss: 0.0311601 | Time: 5240.87 ms [2021-09-26 23:28:30 main:574] : INFO : Epoch 1842 | loss: 0.0311336 | val_loss: 0.031156 | Time: 5233.21 ms [2021-09-26 23:28:35 main:574] : INFO : Epoch 1843 | loss: 0.0311357 | val_loss: 0.0311565 | Time: 5175.12 ms [2021-09-26 23:28:40 main:574] : INFO : Epoch 1844 | loss: 0.0311343 | val_loss: 0.0311537 | Time: 5106.37 ms [2021-09-26 23:28:45 main:574] : INFO : Epoch 1845 | loss: 0.0311338 | val_loss: 0.0311583 | Time: 5484.72 ms [2021-09-26 23:28:51 main:574] : INFO : Epoch 1846 | loss: 0.0311324 | val_loss: 0.0311582 | Time: 5170.89 ms [2021-09-26 23:28:56 main:574] : INFO : Epoch 1847 | loss: 0.0311308 | val_loss: 0.0311596 | Time: 5233.58 ms [2021-09-26 23:29:01 main:574] : INFO : Epoch 1848 | loss: 0.0311343 | val_loss: 0.0311606 | Time: 5482.99 ms [2021-09-26 23:29:07 main:574] : INFO : Epoch 1849 | loss: 0.0311366 | val_loss: 0.0311681 | Time: 5282.66 ms [2021-09-26 23:29:12 main:574] : INFO : Epoch 1850 | loss: 0.0311345 | val_loss: 0.0311561 | Time: 5506.3 ms [2021-09-26 23:29:17 main:574] : INFO : Epoch 1851 | loss: 0.0311306 | val_loss: 0.0311609 | Time: 5344 ms [2021-09-26 23:29:23 main:574] : INFO : Epoch 1852 | loss: 0.0311331 | val_loss: 0.0311631 | Time: 5330.67 ms [2021-09-26 23:29:28 main:574] : INFO : Epoch 1853 | loss: 0.0311452 | val_loss: 0.0311561 | Time: 5312.01 ms [2021-09-26 23:29:33 main:574] : INFO : Epoch 1854 | loss: 0.031145 | val_loss: 0.0311584 | Time: 5174.87 ms [2021-09-26 23:29:38 main:574] : INFO : Epoch 1855 | loss: 0.0311426 | val_loss: 0.0311527 | Time: 5179.33 ms [2021-09-26 23:29:44 main:574] : INFO : Epoch 1856 | loss: 0.0311413 | val_loss: 0.0311536 | Time: 5232.81 ms [2021-09-26 23:29:49 main:574] : INFO : Epoch 1857 | loss: 0.031141 | val_loss: 0.0311647 | Time: 5364.79 ms [2021-09-26 23:29:54 main:574] : INFO : Epoch 1858 | loss: 0.0311435 | val_loss: 0.0311544 | Time: 5241.37 ms [2021-09-26 23:30:00 main:574] : INFO : Epoch 1859 | loss: 0.0311407 | val_loss: 0.0311517 | Time: 5306.33 ms [2021-09-26 23:30:05 main:574] : INFO : Epoch 1860 | loss: 0.0311391 | val_loss: 0.0311514 | Time: 5123.37 ms [2021-09-26 23:30:10 main:574] : INFO : Epoch 1861 | loss: 0.0311386 | val_loss: 0.031156 | Time: 5362.17 ms [2021-09-26 23:30:15 main:574] : INFO : Epoch 1862 | loss: 0.0311434 | val_loss: 0.0311555 | Time: 5255.53 ms [2021-09-26 23:30:21 main:574] : INFO : Epoch 1863 | loss: 0.031145 | val_loss: 0.0311641 | Time: 5341.73 ms [2021-09-26 23:30:26 main:574] : INFO : Epoch 1864 | loss: 0.0311403 | val_loss: 0.0311556 | Time: 5285.2 ms [2021-09-26 23:30:31 main:574] : INFO : Epoch 1865 | loss: 0.0311412 | val_loss: 0.0311546 | Time: 5385.57 ms [2021-09-26 23:30:37 main:574] : INFO : Epoch 1866 | loss: 0.0311375 | val_loss: 0.0311647 | Time: 5213.55 ms [2021-09-26 23:30:42 main:574] : INFO : Epoch 1867 | loss: 0.0311375 | val_loss: 0.0311558 | Time: 5360.07 ms [2021-09-26 23:30:47 main:574] : INFO : Epoch 1868 | loss: 0.0311349 | val_loss: 0.0311571 | Time: 5305.26 ms [2021-09-26 23:30:52 main:574] : INFO : Epoch 1869 | loss: 0.0311386 | val_loss: 0.0311493 | Time: 5154.88 ms [2021-09-26 23:30:58 main:574] : INFO : Epoch 1870 | loss: 0.0311385 | val_loss: 0.031154 | Time: 5217.94 ms [2021-09-26 23:31:03 main:574] : INFO : Epoch 1871 | loss: 0.0311393 | val_loss: 0.0311515 | Time: 5332 ms [2021-09-26 23:31:08 main:574] : INFO : Epoch 1872 | loss: 0.0311432 | val_loss: 0.0311525 | Time: 5191.37 ms [2021-09-26 23:31:13 main:574] : INFO : Epoch 1873 | loss: 0.0311388 | val_loss: 0.0311544 | Time: 5218.59 ms [2021-09-26 23:31:19 main:574] : INFO : Epoch 1874 | loss: 0.0311356 | val_loss: 0.0311539 | Time: 5173.28 ms [2021-09-26 23:31:24 main:574] : INFO : Epoch 1875 | loss: 0.0311359 | val_loss: 0.0311536 | Time: 5267.14 ms [2021-09-26 23:31:29 main:574] : INFO : Epoch 1876 | loss: 0.0311372 | val_loss: 0.0311627 | Time: 5292.68 ms [2021-09-26 23:31:35 main:574] : INFO : Epoch 1877 | loss: 0.031138 | val_loss: 0.0311501 | Time: 5577.08 ms [2021-09-26 23:31:40 main:574] : INFO : Epoch 1878 | loss: 0.0311339 | val_loss: 0.0311525 | Time: 5251.55 ms [2021-09-26 23:31:46 main:574] : INFO : Epoch 1879 | loss: 0.0311325 | val_loss: 0.0311519 | Time: 5611.69 ms [2021-09-26 23:31:51 main:574] : INFO : Epoch 1880 | loss: 0.0311336 | val_loss: 0.0311528 | Time: 5489.38 ms [2021-09-26 23:31:56 main:574] : INFO : Epoch 1881 | loss: 0.0311313 | val_loss: 0.0311489 | Time: 5176.59 ms [2021-09-26 23:32:01 main:574] : INFO : Epoch 1882 | loss: 0.0311298 | val_loss: 0.0311569 | Time: 5080.2 ms [2021-09-26 23:32:06 main:574] : INFO : Epoch 1883 | loss: 0.0311348 | val_loss: 0.0311573 | Time: 5092.84 ms [2021-09-26 23:32:12 main:574] : INFO : Epoch 1884 | loss: 0.0311311 | val_loss: 0.0311516 | Time: 5197.8 ms [2021-09-26 23:32:17 main:574] : INFO : Epoch 1885 | loss: 0.0311285 | val_loss: 0.0311544 | Time: 5231.64 ms [2021-09-26 23:32:22 main:574] : INFO : Epoch 1886 | loss: 0.0311296 | val_loss: 0.0311628 | Time: 5277.37 ms [2021-09-26 23:32:28 main:574] : INFO : Epoch 1887 | loss: 0.0311346 | val_loss: 0.0311545 | Time: 5371.37 ms [2021-09-26 23:32:33 main:574] : INFO : Epoch 1888 | loss: 0.0311328 | val_loss: 0.0311546 | Time: 5237.24 ms [2021-09-26 23:32:38 main:574] : INFO : Epoch 1889 | loss: 0.031131 | val_loss: 0.0311525 | Time: 5428.19 ms [2021-09-26 23:32:43 main:574] : INFO : Epoch 1890 | loss: 0.0311302 | val_loss: 0.0311566 | Time: 5068.99 ms [2021-09-26 23:32:49 main:574] : INFO : Epoch 1891 | loss: 0.0311346 | val_loss: 0.0311563 | Time: 5635.97 ms [2021-09-26 23:32:55 main:574] : INFO : Epoch 1892 | loss: 0.031133 | val_loss: 0.0311548 | Time: 5586.07 ms [2021-09-26 23:33:00 main:574] : INFO : Epoch 1893 | loss: 0.0311344 | val_loss: 0.0311537 | Time: 5260.97 ms [2021-09-26 23:33:05 main:574] : INFO : Epoch 1894 | loss: 0.0311358 | val_loss: 0.0311542 | Time: 5073.79 ms [2021-09-26 23:33:10 main:574] : INFO : Epoch 1895 | loss: 0.0311306 | val_loss: 0.0311521 | Time: 5132.51 ms [2021-09-26 23:33:16 main:574] : INFO : Epoch 1896 | loss: 0.0311358 | val_loss: 0.0311528 | Time: 5533.73 ms [2021-09-26 23:33:21 main:574] : INFO : Epoch 1897 | loss: 0.0311308 | val_loss: 0.031152 | Time: 5237.95 ms [2021-09-26 23:33:26 main:574] : INFO : Epoch 1898 | loss: 0.0311297 | val_loss: 0.0311503 | Time: 5659.03 ms [2021-09-26 23:33:32 main:574] : INFO : Epoch 1899 | loss: 0.0311277 | val_loss: 0.0311497 | Time: 5096.55 ms [2021-09-26 23:33:37 main:574] : INFO : Epoch 1900 | loss: 0.0311286 | val_loss: 0.0311539 | Time: 5132.44 ms [2021-09-26 23:33:42 main:574] : INFO : Epoch 1901 | loss: 0.0311326 | val_loss: 0.0311534 | Time: 5350.96 ms [2021-09-26 23:33:47 main:574] : INFO : Epoch 1902 | loss: 0.0311337 | val_loss: 0.0311576 | Time: 5420.96 ms [2021-09-26 23:33:53 main:574] : INFO : Epoch 1903 | loss: 0.0311335 | val_loss: 0.0311499 | Time: 5371.88 ms [2021-09-26 23:33:58 main:574] : INFO : Epoch 1904 | loss: 0.0311316 | val_loss: 0.0311518 | Time: 5380.62 ms [2021-09-26 23:34:03 main:574] : INFO : Epoch 1905 | loss: 0.0311339 | val_loss: 0.0311604 | Time: 5232.8 ms [2021-09-26 23:34:09 main:574] : INFO : Epoch 1906 | loss: 0.0311361 | val_loss: 0.0311572 | Time: 5588.89 ms [2021-09-26 23:34:14 main:574] : INFO : Epoch 1907 | loss: 0.0311339 | val_loss: 0.0311549 | Time: 5211.69 ms [2021-09-26 23:34:20 main:574] : INFO : Epoch 1908 | loss: 0.0311316 | val_loss: 0.0311531 | Time: 5322.35 ms [2021-09-26 23:34:25 main:574] : INFO : Epoch 1909 | loss: 0.0311325 | val_loss: 0.0311546 | Time: 5268.47 ms [2021-09-26 23:34:30 main:574] : INFO : Epoch 1910 | loss: 0.0311378 | val_loss: 0.0311597 | Time: 5111.18 ms [2021-09-26 23:34:35 main:574] : INFO : Epoch 1911 | loss: 0.0311343 | val_loss: 0.0311567 | Time: 5170.54 ms [2021-09-26 23:34:41 main:574] : INFO : Epoch 1912 | loss: 0.0311349 | val_loss: 0.0311582 | Time: 5599.44 ms [2021-09-26 23:34:46 main:574] : INFO : Epoch 1913 | loss: 0.0311329 | val_loss: 0.0311521 | Time: 5325.57 ms [2021-09-26 23:34:52 main:574] : INFO : Epoch 1914 | loss: 0.0311341 | val_loss: 0.0311541 | Time: 5405.39 ms [2021-09-26 23:34:57 main:574] : INFO : Epoch 1915 | loss: 0.0311332 | val_loss: 0.031154 | Time: 5251.66 ms [2021-09-26 23:35:02 main:574] : INFO : Epoch 1916 | loss: 0.0311373 | val_loss: 0.0311547 | Time: 5315.99 ms [2021-09-26 23:35:07 main:574] : INFO : Epoch 1917 | loss: 0.0311375 | val_loss: 0.0311561 | Time: 5399.51 ms [2021-09-26 23:35:13 main:574] : INFO : Epoch 1918 | loss: 0.0311301 | val_loss: 0.0311613 | Time: 5238.42 ms [2021-09-26 23:35:18 main:574] : INFO : Epoch 1919 | loss: 0.0311303 | val_loss: 0.0311586 | Time: 5096.41 ms [2021-09-26 23:35:23 main:574] : INFO : Epoch 1920 | loss: 0.0311336 | val_loss: 0.031159 | Time: 5267.01 ms [2021-09-26 23:35:28 main:574] : INFO : Epoch 1921 | loss: 0.0311348 | val_loss: 0.0311532 | Time: 5088.26 ms [2021-09-26 23:35:33 main:574] : INFO : Epoch 1922 | loss: 0.0311321 | val_loss: 0.0311574 | Time: 5185.62 ms [2021-09-26 23:35:38 main:574] : INFO : Epoch 1923 | loss: 0.0311311 | val_loss: 0.0311517 | Time: 5114.56 ms [2021-09-26 23:35:44 main:574] : INFO : Epoch 1924 | loss: 0.0311296 | val_loss: 0.0311533 | Time: 5228.35 ms [2021-09-26 23:35:49 main:574] : INFO : Epoch 1925 | loss: 0.0311311 | val_loss: 0.0311539 | Time: 5438.32 ms [2021-09-26 23:35:55 main:574] : INFO : Epoch 1926 | loss: 0.0311329 | val_loss: 0.0311541 | Time: 5555.48 ms [2021-09-26 23:36:00 main:574] : INFO : Epoch 1927 | loss: 0.0311327 | val_loss: 0.0311539 | Time: 5291.15 ms [2021-09-26 23:36:05 main:574] : INFO : Epoch 1928 | loss: 0.0311318 | val_loss: 0.0311586 | Time: 5464.76 ms [2021-09-26 23:36:11 main:574] : INFO : Epoch 1929 | loss: 0.0311309 | val_loss: 0.0311589 | Time: 5078.08 ms [2021-09-26 23:36:16 main:574] : INFO : Epoch 1930 | loss: 0.0311323 | val_loss: 0.0311624 | Time: 5313.21 ms [2021-09-26 23:36:21 main:574] : INFO : Epoch 1931 | loss: 0.0311406 | val_loss: 0.0311559 | Time: 5250.21 ms [2021-09-26 23:36:27 main:574] : INFO : Epoch 1932 | loss: 0.031133 | val_loss: 0.0311535 | Time: 5452.92 ms [2021-09-26 23:36:32 main:574] : INFO : Epoch 1933 | loss: 0.0311342 | val_loss: 0.031156 | Time: 5852.6 ms [2021-09-26 23:36:38 main:574] : INFO : Epoch 1934 | loss: 0.0311313 | val_loss: 0.0311552 | Time: 5305.31 ms [2021-09-26 23:36:43 main:574] : INFO : Epoch 1935 | loss: 0.0311335 | val_loss: 0.0311569 | Time: 5455.88 ms [2021-09-26 23:36:48 main:574] : INFO : Epoch 1936 | loss: 0.0311323 | val_loss: 0.0311638 | Time: 5249.45 ms [2021-09-26 23:36:54 main:574] : INFO : Epoch 1937 | loss: 0.0311351 | val_loss: 0.0311595 | Time: 5171.48 ms [2021-09-26 23:36:59 main:574] : INFO : Epoch 1938 | loss: 0.0311305 | val_loss: 0.0311566 | Time: 5466.36 ms [2021-09-26 23:37:05 main:574] : INFO : Epoch 1939 | loss: 0.0311335 | val_loss: 0.0311559 | Time: 5786.57 ms [2021-09-26 23:37:10 main:574] : INFO : Epoch 1940 | loss: 0.0311296 | val_loss: 0.0311553 | Time: 5180.7 ms [2021-09-26 23:37:15 main:574] : INFO : Epoch 1941 | loss: 0.0311315 | val_loss: 0.0311591 | Time: 5272.24 ms [2021-09-26 23:37:21 main:574] : INFO : Epoch 1942 | loss: 0.0311293 | val_loss: 0.0311566 | Time: 5154.18 ms [2021-09-26 23:37:26 main:574] : INFO : Epoch 1943 | loss: 0.0311302 | val_loss: 0.0311559 | Time: 5416.79 ms [2021-09-26 23:37:31 main:574] : INFO : Epoch 1944 | loss: 0.0311305 | val_loss: 0.0311522 | Time: 5347.81 ms [2021-09-26 23:37:37 main:574] : INFO : Epoch 1945 | loss: 0.0311281 | val_loss: 0.0311628 | Time: 5435.07 ms [2021-09-26 23:37:42 main:574] : INFO : Epoch 1946 | loss: 0.0311309 | val_loss: 0.031152 | Time: 5247.59 ms [2021-09-26 23:37:47 main:574] : INFO : Epoch 1947 | loss: 0.0311298 | val_loss: 0.0311534 | Time: 4990.78 ms [2021-09-26 23:37:52 main:574] : INFO : Epoch 1948 | loss: 0.0311356 | val_loss: 0.0311586 | Time: 5155.76 ms [2021-09-26 23:37:58 main:574] : INFO : Epoch 1949 | loss: 0.0311331 | val_loss: 0.031156 | Time: 5347.19 ms [2021-09-26 23:38:03 main:574] : INFO : Epoch 1950 | loss: 0.0311324 | val_loss: 0.0311597 | Time: 5368.21 ms [2021-09-26 23:38:08 main:574] : INFO : Epoch 1951 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 5132.17 ms [2021-09-26 23:38:13 main:574] : INFO : Epoch 1952 | loss: 0.0311304 | val_loss: 0.0311593 | Time: 5301.23 ms [2021-09-26 23:38:19 main:574] : INFO : Epoch 1953 | loss: 0.0311292 | val_loss: 0.031157 | Time: 5344.79 ms [2021-09-26 23:38:24 main:574] : INFO : Epoch 1954 | loss: 0.0311383 | val_loss: 0.0311571 | Time: 5476.47 ms [2021-09-26 23:38:29 main:574] : INFO : Epoch 1955 | loss: 0.031137 | val_loss: 0.03116 | Time: 5144.02 ms [2021-09-26 23:38:35 main:574] : INFO : Epoch 1956 | loss: 0.0311343 | val_loss: 0.0311603 | Time: 5243.18 ms [2021-09-26 23:38:40 main:574] : INFO : Epoch 1957 | loss: 0.0311305 | val_loss: 0.0311594 | Time: 5357.97 ms [2021-09-26 23:38:45 main:574] : INFO : Epoch 1958 | loss: 0.0311296 | val_loss: 0.0311606 | Time: 5118.87 ms [2021-09-26 23:38:50 main:574] : INFO : Epoch 1959 | loss: 0.0311275 | val_loss: 0.0311601 | Time: 5362.11 ms [2021-09-26 23:38:56 main:574] : INFO : Epoch 1960 | loss: 0.0311272 | val_loss: 0.0311588 | Time: 5271.02 ms [2021-09-26 23:39:01 main:574] : INFO : Epoch 1961 | loss: 0.0311289 | val_loss: 0.0311579 | Time: 5458.31 ms [2021-09-26 23:39:06 main:574] : INFO : Epoch 1962 | loss: 0.031131 | val_loss: 0.0311596 | Time: 5344.25 ms [2021-09-26 23:39:12 main:574] : INFO : Epoch 1963 | loss: 0.0311289 | val_loss: 0.0311608 | Time: 5140.32 ms [2021-09-26 23:39:17 main:574] : INFO : Epoch 1964 | loss: 0.0311314 | val_loss: 0.0311623 | Time: 5585.53 ms [2021-09-26 23:39:23 main:574] : INFO : Epoch 1965 | loss: 0.0311338 | val_loss: 0.0311532 | Time: 5520.5 ms [2021-09-26 23:39:28 main:574] : INFO : Epoch 1966 | loss: 0.0311318 | val_loss: 0.0311544 | Time: 5508.55 ms [2021-09-26 23:39:34 main:574] : INFO : Epoch 1967 | loss: 0.0311319 | val_loss: 0.0311584 | Time: 5380.07 ms [2021-09-26 23:39:39 main:574] : INFO : Epoch 1968 | loss: 0.0311335 | val_loss: 0.0311606 | Time: 5453.09 ms [2021-09-26 23:39:45 main:574] : INFO : Epoch 1969 | loss: 0.0311308 | val_loss: 0.0311572 | Time: 5595.36 ms [2021-09-26 23:39:50 main:574] : INFO : Epoch 1970 | loss: 0.0311279 | val_loss: 0.0311565 | Time: 5542.34 ms [2021-09-26 23:39:55 main:574] : INFO : Epoch 1971 | loss: 0.0311274 | val_loss: 0.0311617 | Time: 5256.88 ms [2021-09-26 23:40:01 main:574] : INFO : Epoch 1972 | loss: 0.0311297 | val_loss: 0.0311669 | Time: 5389.64 ms [2021-09-26 23:40:06 main:574] : INFO : Epoch 1973 | loss: 0.0311356 | val_loss: 0.0311565 | Time: 5541.44 ms [2021-09-26 23:40:12 main:574] : INFO : Epoch 1974 | loss: 0.0311322 | val_loss: 0.0311563 | Time: 5269.29 ms [2021-09-26 23:40:17 main:574] : INFO : Epoch 1975 | loss: 0.0311304 | val_loss: 0.0311579 | Time: 5295.1 ms [2021-09-26 23:40:22 main:574] : INFO : Epoch 1976 | loss: 0.0311289 | val_loss: 0.0311561 | Time: 5033.54 ms [2021-09-26 23:40:27 main:574] : INFO : Epoch 1977 | loss: 0.0311321 | val_loss: 0.031161 | Time: 5268.33 ms [2021-09-26 23:40:33 main:574] : INFO : Epoch 1978 | loss: 0.0311299 | val_loss: 0.0311601 | Time: 5475.11 ms [2021-09-26 23:40:38 main:574] : INFO : Epoch 1979 | loss: 0.0311366 | val_loss: 0.0311565 | Time: 5308.85 ms [2021-09-26 23:40:44 main:574] : INFO : Epoch 1980 | loss: 0.0311396 | val_loss: 0.03116 | Time: 5467.59 ms [2021-09-26 23:40:49 main:574] : INFO : Epoch 1981 | loss: 0.0311365 | val_loss: 0.0311581 | Time: 5262.8 ms [2021-09-26 23:40:54 main:574] : INFO : Epoch 1982 | loss: 0.0311357 | val_loss: 0.0311603 | Time: 5573.49 ms [2021-09-26 23:41:00 main:574] : INFO : Epoch 1983 | loss: 0.0311361 | val_loss: 0.0311575 | Time: 5578.08 ms [2021-09-26 23:41:05 main:574] : INFO : Epoch 1984 | loss: 0.0311351 | val_loss: 0.0311586 | Time: 5318.67 ms [2021-09-26 23:41:11 main:574] : INFO : Epoch 1985 | loss: 0.0311382 | val_loss: 0.0311521 | Time: 5402.09 ms [2021-09-26 23:41:16 main:574] : INFO : Epoch 1986 | loss: 0.0311398 | val_loss: 0.0311536 | Time: 5129.33 ms [2021-09-26 23:41:21 main:574] : INFO : Epoch 1987 | loss: 0.0311376 | val_loss: 0.0311594 | Time: 5521.3 ms [2021-09-26 23:41:27 main:574] : INFO : Epoch 1988 | loss: 0.0311403 | val_loss: 0.0311558 | Time: 5500.68 ms [2021-09-26 23:41:32 main:574] : INFO : Epoch 1989 | loss: 0.0311366 | val_loss: 0.0311563 | Time: 5337.38 ms [2021-09-26 23:41:38 main:574] : INFO : Epoch 1990 | loss: 0.031138 | val_loss: 0.0311545 | Time: 5404.46 ms [2021-09-26 23:41:43 main:574] : INFO : Epoch 1991 | loss: 0.031135 | val_loss: 0.0311569 | Time: 5433.44 ms [2021-09-26 23:41:49 main:574] : INFO : Epoch 1992 | loss: 0.0311337 | val_loss: 0.031156 | Time: 5662.78 ms [2021-09-26 23:41:54 main:574] : INFO : Epoch 1993 | loss: 0.0311338 | val_loss: 0.0311568 | Time: 5496.88 ms [2021-09-26 23:42:00 main:574] : INFO : Epoch 1994 | loss: 0.0311341 | val_loss: 0.0311566 | Time: 5492.13 ms [2021-09-26 23:42:05 main:574] : INFO : Epoch 1995 | loss: 0.0311324 | val_loss: 0.031154 | Time: 5401.2 ms [2021-09-26 23:42:10 main:574] : INFO : Epoch 1996 | loss: 0.0311301 | val_loss: 0.0311537 | Time: 5286.62 ms [2021-09-26 23:42:16 main:574] : INFO : Epoch 1997 | loss: 0.0311292 | val_loss: 0.0311601 | Time: 5305.93 ms [2021-09-26 23:42:21 main:574] : INFO : Epoch 1998 | loss: 0.031134 | val_loss: 0.0311576 | Time: 5389.07 ms [2021-09-26 23:42:27 main:574] : INFO : Epoch 1999 | loss: 0.0311325 | val_loss: 0.0311554 | Time: 5522.2 ms [2021-09-26 23:42:32 main:574] : INFO : Epoch 2000 | loss: 0.0311304 | val_loss: 0.0311576 | Time: 5346.45 ms [2021-09-26 23:42:37 main:574] : INFO : Epoch 2001 | loss: 0.0311317 | val_loss: 0.0311561 | Time: 5297.52 ms [2021-09-26 23:42:43 main:574] : INFO : Epoch 2002 | loss: 0.0311294 | val_loss: 0.0311541 | Time: 5335.98 ms [2021-09-26 23:42:48 main:574] : INFO : Epoch 2003 | loss: 0.031128 | val_loss: 0.0311609 | Time: 5394.83 ms [2021-09-26 23:42:53 main:574] : INFO : Epoch 2004 | loss: 0.0311278 | val_loss: 0.0311586 | Time: 5195.56 ms [2021-09-26 23:42:58 main:574] : INFO : Epoch 2005 | loss: 0.0311276 | val_loss: 0.0311544 | Time: 5102.46 ms [2021-09-26 23:43:04 main:574] : INFO : Epoch 2006 | loss: 0.0311287 | val_loss: 0.0311552 | Time: 5335.38 ms [2021-09-26 23:43:09 main:574] : INFO : Epoch 2007 | loss: 0.0311305 | val_loss: 0.0311599 | Time: 5305.11 ms [2021-09-26 23:43:14 main:574] : INFO : Epoch 2008 | loss: 0.0311282 | val_loss: 0.031153 | Time: 5139.86 ms [2021-09-26 23:43:19 main:574] : INFO : Epoch 2009 | loss: 0.0311366 | val_loss: 0.0311591 | Time: 5216.76 ms [2021-09-26 23:43:25 main:574] : INFO : Epoch 2010 | loss: 0.0311296 | val_loss: 0.0311504 | Time: 5125.33 ms [2021-09-26 23:43:30 main:574] : INFO : Epoch 2011 | loss: 0.0311309 | val_loss: 0.0311602 | Time: 5385.94 ms [2021-09-26 23:43:35 main:574] : INFO : Epoch 2012 | loss: 0.0311288 | val_loss: 0.03116 | Time: 5178.64 ms [2021-09-26 23:43:40 main:574] : INFO : Epoch 2013 | loss: 0.0311283 | val_loss: 0.0311536 | Time: 5404 ms [2021-09-26 23:43:46 main:574] : INFO : Epoch 2014 | loss: 0.0311273 | val_loss: 0.0311517 | Time: 5417.63 ms [2021-09-26 23:43:51 main:574] : INFO : Epoch 2015 | loss: 0.0311265 | val_loss: 0.0311548 | Time: 5278.41 ms [2021-09-26 23:43:57 main:574] : INFO : Epoch 2016 | loss: 0.0311249 | val_loss: 0.0311561 | Time: 5381.92 ms [2021-09-26 23:44:02 main:574] : INFO : Epoch 2017 | loss: 0.0311268 | val_loss: 0.0311568 | Time: 5689.42 ms [2021-09-26 23:44:07 main:574] : INFO : Epoch 2018 | loss: 0.0311258 | val_loss: 0.0311509 | Time: 5110.37 ms [2021-09-26 23:44:13 main:574] : INFO : Epoch 2019 | loss: 0.0311245 | val_loss: 0.0311538 | Time: 5217.39 ms [2021-09-26 23:44:18 main:574] : INFO : Epoch 2020 | loss: 0.0311242 | val_loss: 0.0311505 | Time: 5085.89 ms [2021-09-26 23:44:23 main:574] : INFO : Epoch 2021 | loss: 0.0311259 | val_loss: 0.03116 | Time: 5377.65 ms [2021-09-26 23:44:29 main:574] : INFO : Epoch 2022 | loss: 0.0311267 | val_loss: 0.0311553 | Time: 5493.86 ms [2021-09-26 23:44:34 main:574] : INFO : Epoch 2023 | loss: 0.0311294 | val_loss: 0.0311568 | Time: 5350.57 ms [2021-09-26 23:44:40 main:574] : INFO : Epoch 2024 | loss: 0.0311305 | val_loss: 0.0311659 | Time: 5705.85 ms [2021-09-26 23:44:45 main:574] : INFO : Epoch 2025 | loss: 0.0311284 | val_loss: 0.0311563 | Time: 5370.82 ms [2021-09-26 23:44:51 main:574] : INFO : Epoch 2026 | loss: 0.0311251 | val_loss: 0.0311557 | Time: 5575.75 ms [2021-09-26 23:44:56 main:574] : INFO : Epoch 2027 | loss: 0.0311248 | val_loss: 0.0311512 | Time: 5334.4 ms [2021-09-26 23:45:01 main:574] : INFO : Epoch 2028 | loss: 0.0311255 | val_loss: 0.0311561 | Time: 5316.73 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650) [2021-09-27 00:12:32 main:435] : INFO : Set logging level to 1 [2021-09-27 00:12:32 main:441] : INFO : Running in BOINC Client mode [2021-09-27 00:12:32 main:444] : INFO : Resolving all filenames [2021-09-27 00:12:33 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-27 00:12:33 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631727877-17669-2_0_r1272858993_1 (exists = 1) [2021-09-27 00:12:33 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631727877-17669-2_0_r1272858993_0 (exists = 0) [2021-09-27 00:12:33 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631727877-17669-2 (exists = 1) [2021-09-27 00:12:33 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-27 00:12:33 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-27 00:12:33 main:474] : INFO : Configuration: [2021-09-27 00:12:33 main:475] : INFO : Model type: GRU [2021-09-27 00:12:33 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-27 00:12:33 main:477] : INFO : Max Epochs: 2048 [2021-09-27 00:12:33 main:478] : INFO : Batch Size: 128 [2021-09-27 00:12:33 main:479] : INFO : Learning Rate: 0.01 [2021-09-27 00:12:33 main:480] : INFO : Patience: 10 [2021-09-27 00:12:33 main:481] : INFO : Hidden Width: 12 [2021-09-27 00:12:33 main:482] : INFO : # Recurrent Layers: 4 [2021-09-27 00:12:33 main:483] : INFO : # Backend Layers: 4 [2021-09-27 00:12:33 main:484] : INFO : # Threads: 1 [2021-09-27 00:12:33 main:486] : INFO : Preparing Dataset [2021-09-27 00:12:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-27 00:12:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-27 00:12:35 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-27 00:12:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-27 00:12:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-27 00:12:35 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-27 00:12:35 main:494] : INFO : Creating Model [2021-09-27 00:12:35 main:507] : INFO : Preparing config file [2021-09-27 00:12:35 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-27 00:12:35 main:512] : INFO : Loading config [2021-09-27 00:12:35 main:514] : INFO : Loading state [2021-09-27 00:12:36 main:559] : INFO : Loading DataLoader into Memory [2021-09-27 00:12:36 main:562] : INFO : Starting Training [2021-09-27 00:12:42 main:574] : INFO : Epoch 2000 | loss: 0.0312416 | val_loss: 0.0311895 | Time: 5643.86 ms [2021-09-27 00:12:47 main:574] : INFO : Epoch 2001 | loss: 0.0311445 | val_loss: 0.0311566 | Time: 5319.4 ms [2021-09-27 00:12:53 main:574] : INFO : Epoch 2002 | loss: 0.0311351 | val_loss: 0.0311549 | Time: 5340.38 ms [2021-09-27 00:12:58 main:574] : INFO : Epoch 2003 | loss: 0.031133 | val_loss: 0.0311544 | Time: 5353.26 ms [2021-09-27 00:13:03 main:574] : INFO : Epoch 2004 | loss: 0.0311325 | val_loss: 0.0311502 | Time: 5112.6 ms [2021-09-27 00:13:08 main:574] : INFO : Epoch 2005 | loss: 0.0311278 | val_loss: 0.0311532 | Time: 5326.08 ms [2021-09-27 00:13:14 main:574] : INFO : Epoch 2006 | loss: 0.0311276 | val_loss: 0.0311538 | Time: 5254.45 ms [2021-09-27 00:13:19 main:574] : INFO : Epoch 2007 | loss: 0.0311281 | val_loss: 0.0311534 | Time: 5369.64 ms [2021-09-27 00:13:24 main:574] : INFO : Epoch 2008 | loss: 0.0311289 | val_loss: 0.0311593 | Time: 5366.05 ms [2021-09-27 00:13:30 main:574] : INFO : Epoch 2009 | loss: 0.0311268 | val_loss: 0.0311568 | Time: 5285.54 ms [2021-09-27 00:13:35 main:574] : INFO : Epoch 2010 | loss: 0.0311265 | val_loss: 0.031157 | Time: 5170.94 ms [2021-09-27 00:13:40 main:574] : INFO : Epoch 2011 | loss: 0.0311275 | val_loss: 0.031155 | Time: 5374.5 ms [2021-09-27 00:13:46 main:574] : INFO : Epoch 2012 | loss: 0.0311274 | val_loss: 0.0311602 | Time: 5303.26 ms [2021-09-27 00:13:51 main:574] : INFO : Epoch 2013 | loss: 0.0311278 | val_loss: 0.0311566 | Time: 5579.09 ms [2021-09-27 00:13:56 main:574] : INFO : Epoch 2014 | loss: 0.0311275 | val_loss: 0.031159 | Time: 5364.96 ms [2021-09-27 00:14:02 main:574] : INFO : Epoch 2015 | loss: 0.0311302 | val_loss: 0.0311641 | Time: 5297.07 ms [2021-09-27 00:14:07 main:574] : INFO : Epoch 2016 | loss: 0.0311325 | val_loss: 0.0311564 | Time: 5245.44 ms [2021-09-27 00:14:13 main:574] : INFO : Epoch 2017 | loss: 0.0311254 | val_loss: 0.0311577 | Time: 5696.16 ms [2021-09-27 00:14:18 main:574] : INFO : Epoch 2018 | loss: 0.0311259 | val_loss: 0.0311574 | Time: 5381.7 ms [2021-09-27 00:14:23 main:574] : INFO : Epoch 2019 | loss: 0.0311277 | val_loss: 0.0311622 | Time: 5359.59 ms [2021-09-27 00:14:29 main:574] : INFO : Epoch 2020 | loss: 0.0311384 | val_loss: 0.0311657 | Time: 5169.67 ms [2021-09-27 00:14:34 main:574] : INFO : Epoch 2021 | loss: 0.0311359 | val_loss: 0.0311565 | Time: 5225.18 ms [2021-09-27 00:14:39 main:574] : INFO : Epoch 2022 | loss: 0.0311345 | val_loss: 0.0311606 | Time: 5232.26 ms [2021-09-27 00:14:45 main:574] : INFO : Epoch 2023 | loss: 0.0311326 | val_loss: 0.0311566 | Time: 5654.45 ms [2021-09-27 00:14:50 main:574] : INFO : Epoch 2024 | loss: 0.0311274 | val_loss: 0.031156 | Time: 5317.97 ms [2021-09-27 00:14:55 main:574] : INFO : Epoch 2025 | loss: 0.0311269 | val_loss: 0.0311597 | Time: 5332.62 ms [2021-09-27 00:15:01 main:574] : INFO : Epoch 2026 | loss: 0.0311271 | val_loss: 0.0311578 | Time: 5347.48 ms [2021-09-27 00:15:06 main:574] : INFO : Epoch 2027 | loss: 0.0311257 | val_loss: 0.03116 | Time: 5294.72 ms [2021-09-27 00:15:12 main:574] : INFO : Epoch 2028 | loss: 0.031125 | val_loss: 0.0311553 | Time: 5498.47 ms [2021-09-27 00:15:17 main:574] : INFO : Epoch 2029 | loss: 0.0311257 | val_loss: 0.03116 | Time: 5342.88 ms [2021-09-27 00:15:22 main:574] : INFO : Epoch 2030 | loss: 0.0311242 | val_loss: 0.0311593 | Time: 5295.7 ms [2021-09-27 00:15:28 main:574] : INFO : Epoch 2031 | loss: 0.0311242 | val_loss: 0.0311586 | Time: 5280.81 ms [2021-09-27 00:15:33 main:574] : INFO : Epoch 2032 | loss: 0.0311254 | val_loss: 0.0311623 | Time: 5737.61 ms [2021-09-27 00:15:39 main:574] : INFO : Epoch 2033 | loss: 0.031125 | val_loss: 0.0311569 | Time: 5564.13 ms [2021-09-27 00:15:44 main:574] : INFO : Epoch 2034 | loss: 0.0311258 | val_loss: 0.0311572 | Time: 5398.57 ms [2021-09-27 00:15:50 main:574] : INFO : Epoch 2035 | loss: 0.0311262 | val_loss: 0.0311558 | Time: 5576.87 ms [2021-09-27 00:15:55 main:574] : INFO : Epoch 2036 | loss: 0.0311292 | val_loss: 0.0311551 | Time: 5271.76 ms [2021-09-27 00:16:00 main:574] : INFO : Epoch 2037 | loss: 0.0311241 | val_loss: 0.031158 | Time: 5360.52 ms [2021-09-27 00:16:06 main:574] : INFO : Epoch 2038 | loss: 0.0311273 | val_loss: 0.0311648 | Time: 5562.46 ms [2021-09-27 00:16:11 main:574] : INFO : Epoch 2039 | loss: 0.0311331 | val_loss: 0.0311819 | Time: 5454.7 ms [2021-09-27 00:16:17 main:574] : INFO : Epoch 2040 | loss: 0.0311388 | val_loss: 0.0311609 | Time: 5386.44 ms [2021-09-27 00:16:22 main:574] : INFO : Epoch 2041 | loss: 0.0311303 | val_loss: 0.0311652 | Time: 5201.08 ms [2021-09-27 00:16:28 main:574] : INFO : Epoch 2042 | loss: 0.0311265 | val_loss: 0.0311551 | Time: 5554.43 ms [2021-09-27 00:16:33 main:574] : INFO : Epoch 2043 | loss: 0.0311274 | val_loss: 0.0311566 | Time: 5323 ms [2021-09-27 00:16:38 main:574] : INFO : Epoch 2044 | loss: 0.0311266 | val_loss: 0.0311605 | Time: 5229.62 ms [2021-09-27 00:16:43 main:574] : INFO : Epoch 2045 | loss: 0.0311291 | val_loss: 0.0311577 | Time: 5139.02 ms [2021-09-27 00:16:48 main:574] : INFO : Epoch 2046 | loss: 0.031133 | val_loss: 0.0311592 | Time: 5129.37 ms [2021-09-27 00:16:54 main:574] : INFO : Epoch 2047 | loss: 0.0311348 | val_loss: 0.0311585 | Time: 5725.22 ms [2021-09-27 00:17:00 main:574] : INFO : Epoch 2048 | loss: 0.0311338 | val_loss: 0.0311518 | Time: 5298.2 ms [2021-09-27 00:17:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311518 [2021-09-27 00:17:00 main:603] : INFO : Saving end state to config to file [2021-09-27 00:17:00 main:608] : INFO : Success, exiting.. 00:17:00 (11136): 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)