Task 13851782
| Name | ParityModified-1647041679-20906-2-0_0 |
| Workunit | 10931153 |
| Created | 27 Mar 2022, 13:36:00 UTC |
| Sent | 1 Apr 2022, 16:25:06 UTC |
| Report deadline | 9 Apr 2022, 16:25:06 UTC |
| Received | 2 Apr 2022, 17:09:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15372 |
| Run time | 3 hours 1 min 24 sec |
| CPU time | 3 hours 0 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,115.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1587 | loss: 0.0311636 | val_loss: 0.0311699 | Time: 5412.37 ms
[2022-04-02 18:15:49 main:574] : INFO : Epoch 1588 | loss: 0.0311653 | val_loss: 0.0311741 | Time: 5436.75 ms
[2022-04-02 18:15:54 main:574] : INFO : Epoch 1589 | loss: 0.0311636 | val_loss: 0.0311697 | Time: 5436.41 ms
[2022-04-02 18:15:59 main:574] : INFO : Epoch 1590 | loss: 0.0311636 | val_loss: 0.0311741 | Time: 5453.84 ms
[2022-04-02 18:16:05 main:574] : INFO : Epoch 1591 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 5403.58 ms
[2022-04-02 18:16:10 main:574] : INFO : Epoch 1592 | loss: 0.0311626 | val_loss: 0.0311701 | Time: 5395.26 ms
[2022-04-02 18:16:16 main:574] : INFO : Epoch 1593 | loss: 0.0311647 | val_loss: 0.0311745 | Time: 5388.31 ms
[2022-04-02 18:16:21 main:574] : INFO : Epoch 1594 | loss: 0.0311646 | val_loss: 0.0311693 | Time: 5401.54 ms
[2022-04-02 18:16:27 main:574] : INFO : Epoch 1595 | loss: 0.0311621 | val_loss: 0.0311696 | Time: 5394.37 ms
[2022-04-02 18:16:32 main:574] : INFO : Epoch 1596 | loss: 0.0311625 | val_loss: 0.0311705 | Time: 5384.79 ms
[2022-04-02 18:16:37 main:574] : INFO : Epoch 1597 | loss: 0.0311614 | val_loss: 0.0311717 | Time: 5394.86 ms
[2022-04-02 18:16:43 main:574] : INFO : Epoch 1598 | loss: 0.0311607 | val_loss: 0.0311703 | Time: 5379.25 ms
[2022-04-02 18:16:48 main:574] : INFO : Epoch 1599 | loss: 0.0311631 | val_loss: 0.0311711 | Time: 5378.25 ms
[2022-04-02 18:16:53 main:574] : INFO : Epoch 1600 | loss: 0.0311621 | val_loss: 0.0311731 | Time: 5392.23 ms
[2022-04-02 18:16:59 main:574] : INFO : Epoch 1601 | loss: 0.031165 | val_loss: 0.0311722 | Time: 5364.67 ms
[2022-04-02 18:17:04 main:574] : INFO : Epoch 1602 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 5377.96 ms
[2022-04-02 18:17:10 main:574] : INFO : Epoch 1603 | loss: 0.0311631 | val_loss: 0.0311689 | Time: 5389.17 ms
[2022-04-02 18:17:15 main:574] : INFO : Epoch 1604 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 5392.8 ms
[2022-04-02 18:17:20 main:574] : INFO : Epoch 1605 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 5390.03 ms
[2022-04-02 18:17:26 main:574] : INFO : Epoch 1606 | loss: 0.0311629 | val_loss: 0.0311732 | Time: 5376.43 ms
[2022-04-02 18:17:31 main:574] : INFO : Epoch 1607 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 5383.09 ms
[2022-04-02 18:17:37 main:574] : INFO : Epoch 1608 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 5385.29 ms
[2022-04-02 18:17:42 main:574] : INFO : Epoch 1609 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 5390.99 ms
[2022-04-02 18:17:47 main:574] : INFO : Epoch 1610 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 5381.85 ms
[2022-04-02 18:17:53 main:574] : INFO : Epoch 1611 | loss: 0.031163 | val_loss: 0.0311738 | Time: 5388.88 ms
[2022-04-02 18:17:58 main:574] : INFO : Epoch 1612 | loss: 0.0311591 | val_loss: 0.03117 | Time: 5382.04 ms
[2022-04-02 18:18:04 main:574] : INFO : Epoch 1613 | loss: 0.0311604 | val_loss: 0.0311742 | Time: 5389.79 ms
[2022-04-02 18:18:09 main:574] : INFO : Epoch 1614 | loss: 0.0311609 | val_loss: 0.0311678 | Time: 5385.93 ms
[2022-04-02 18:18:14 main:574] : INFO : Epoch 1615 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 5383.54 ms
[2022-04-02 18:18:20 main:574] : INFO : Epoch 1616 | loss: 0.0311595 | val_loss: 0.0311721 | Time: 5390.12 ms
[2022-04-02 18:18:25 main:574] : INFO : Epoch 1617 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 5392.23 ms
[2022-04-02 18:18:31 main:574] : INFO : Epoch 1618 | loss: 0.0311625 | val_loss: 0.0311795 | Time: 5425.09 ms
[2022-04-02 18:18:36 main:574] : INFO : Epoch 1619 | loss: 0.0311667 | val_loss: 0.0311716 | Time: 5387.97 ms
[2022-04-02 18:18:41 main:574] : INFO : Epoch 1620 | loss: 0.0311593 | val_loss: 0.0311698 | Time: 5394.05 ms
[2022-04-02 18:18:47 main:574] : INFO : Epoch 1621 | loss: 0.0311592 | val_loss: 0.0311716 | Time: 5384.46 ms
[2022-04-02 18:18:52 main:574] : INFO : Epoch 1622 | loss: 0.0311595 | val_loss: 0.0311738 | Time: 5384.62 ms
[2022-04-02 18:18:58 main:574] : INFO : Epoch 1623 | loss: 0.0311618 | val_loss: 0.0311734 | Time: 5372.38 ms
[2022-04-02 18:19:03 main:574] : INFO : Epoch 1624 | loss: 0.0311626 | val_loss: 0.031172 | Time: 5398.5 ms
[2022-04-02 18:19:08 main:574] : INFO : Epoch 1625 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 5386.92 ms
[2022-04-02 18:19:14 main:574] : INFO : Epoch 1626 | loss: 0.0311585 | val_loss: 0.0311724 | Time: 5386.08 ms
[2022-04-02 18:19:19 main:574] : INFO : Epoch 1627 | loss: 0.0311584 | val_loss: 0.0311704 | Time: 5401.57 ms
[2022-04-02 18:19:25 main:574] : INFO : Epoch 1628 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 5387.75 ms
[2022-04-02 18:19:30 main:574] : INFO : Epoch 1629 | loss: 0.0311599 | val_loss: 0.031174 | Time: 5387.24 ms
[2022-04-02 18:19:35 main:574] : INFO : Epoch 1630 | loss: 0.0311598 | val_loss: 0.0311721 | Time: 5371.92 ms
[2022-04-02 18:19:41 main:574] : INFO : Epoch 1631 | loss: 0.0311594 | val_loss: 0.0311743 | Time: 5380.11 ms
[2022-04-02 18:19:46 main:574] : INFO : Epoch 1632 | loss: 0.0311636 | val_loss: 0.0311799 | Time: 5404.1 ms
[2022-04-02 18:19:52 main:574] : INFO : Epoch 1633 | loss: 0.0311612 | val_loss: 0.0311746 | Time: 5381.11 ms
[2022-04-02 18:19:57 main:574] : INFO : Epoch 1634 | loss: 0.0311595 | val_loss: 0.0311771 | Time: 5393.46 ms
[2022-04-02 18:20:02 main:574] : INFO : Epoch 1635 | loss: 0.0311598 | val_loss: 0.0311762 | Time: 5388.37 ms
[2022-04-02 18:20:08 main:574] : INFO : Epoch 1636 | loss: 0.0311605 | val_loss: 0.0311795 | Time: 5394.33 ms
[2022-04-02 18:20:13 main:574] : INFO : Epoch 1637 | loss: 0.0311613 | val_loss: 0.0311724 | Time: 5384.61 ms
[2022-04-02 18:20:19 main:574] : INFO : Epoch 1638 | loss: 0.0311592 | val_loss: 0.0311713 | Time: 5386.38 ms
[2022-04-02 18:20:24 main:574] : INFO : Epoch 1639 | loss: 0.0311582 | val_loss: 0.0311716 | Time: 5383.16 ms
[2022-04-02 18:20:29 main:574] : INFO : Epoch 1640 | loss: 0.0311569 | val_loss: 0.0311759 | Time: 5394.13 ms
[2022-04-02 18:20:35 main:574] : INFO : Epoch 1641 | loss: 0.0311563 | val_loss: 0.0311798 | Time: 5396.31 ms
[2022-04-02 18:20:40 main:574] : INFO : Epoch 1642 | loss: 0.0311559 | val_loss: 0.0311735 | Time: 5358.41 ms
[2022-04-02 18:20:46 main:574] : INFO : Epoch 1643 | loss: 0.0311539 | val_loss: 0.0311776 | Time: 5414.48 ms
[2022-04-02 18:20:51 main:574] : INFO : Epoch 1644 | loss: 0.0311572 | val_loss: 0.031174 | Time: 5384.25 ms
[2022-04-02 18:20:56 main:574] : INFO : Epoch 1645 | loss: 0.0311542 | val_loss: 0.0311754 | Time: 5362.52 ms
[2022-04-02 18:21:02 main:574] : INFO : Epoch 1646 | loss: 0.0311544 | val_loss: 0.0311751 | Time: 5318.49 ms
[2022-04-02 18:25:07 main:574] : INFO : Epoch 1647 | loss: 0.0311553 | val_loss: 0.0311793 | Time: 245677 ms
[2022-04-02 18:25:12 main:574] : INFO : Epoch 1648 | loss: 0.0311554 | val_loss: 0.0311715 | Time: 5077.34 ms
[2022-04-02 18:25:18 main:574] : INFO : Epoch 1649 | loss: 0.0311537 | val_loss: 0.03117 | Time: 5149.62 ms
[2022-04-02 18:25:23 main:574] : INFO : Epoch 1650 | loss: 0.0311547 | val_loss: 0.0311728 | Time: 5246.35 ms
[2022-04-02 18:25:28 main:574] : INFO : Epoch 1651 | loss: 0.0311535 | val_loss: 0.0311731 | Time: 5235.43 ms
[2022-04-02 18:25:33 main:574] : INFO : Epoch 1652 | loss: 0.0311553 | val_loss: 0.0311732 | Time: 5292.54 ms
[2022-04-02 18:25:39 main:574] : INFO : Epoch 1653 | loss: 0.0311589 | val_loss: 0.031172 | Time: 5309.59 ms
[2022-04-02 18:25:44 main:574] : INFO : Epoch 1654 | loss: 0.0311587 | val_loss: 0.0311763 | Time: 5311.09 ms
[2022-04-02 18:25:49 main:574] : INFO : Epoch 1655 | loss: 0.031163 | val_loss: 0.0311763 | Time: 5314.47 ms
[2022-04-02 18:25:55 main:574] : INFO : Epoch 1656 | loss: 0.0311585 | val_loss: 0.0311807 | Time: 5327.96 ms
[2022-04-02 18:26:00 main:574] : INFO : Epoch 1657 | loss: 0.0311555 | val_loss: 0.0311718 | Time: 5334.99 ms
[2022-04-02 18:26:05 main:574] : INFO : Epoch 1658 | loss: 0.0311529 | val_loss: 0.031173 | Time: 5325.37 ms
[2022-04-02 18:26:11 main:574] : INFO : Epoch 1659 | loss: 0.0311524 | val_loss: 0.0311715 | Time: 5327.06 ms
[2022-04-02 18:26:16 main:574] : INFO : Epoch 1660 | loss: 0.031152 | val_loss: 0.031169 | Time: 5322.26 ms
[2022-04-02 18:26:21 main:574] : INFO : Epoch 1661 | loss: 0.0311533 | val_loss: 0.0311734 | Time: 5317.87 ms
[2022-04-02 18:26:27 main:574] : INFO : Epoch 1662 | loss: 0.0311532 | val_loss: 0.0311742 | Time: 5326.91 ms
[2022-04-02 18:26:32 main:574] : INFO : Epoch 1663 | loss: 0.0311539 | val_loss: 0.0311707 | Time: 5331.07 ms
[2022-04-02 18:26:37 main:574] : INFO : Epoch 1664 | loss: 0.0311584 | val_loss: 0.0311737 | Time: 5334.25 ms
[2022-04-02 18:26:43 main:574] : INFO : Epoch 1665 | loss: 0.0311623 | val_loss: 0.031169 | Time: 5326.8 ms
[2022-04-02 18:26:48 main:574] : INFO : Epoch 1666 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 5331.79 ms
[2022-04-02 18:26:53 main:574] : INFO : Epoch 1667 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 5323.25 ms
[2022-04-02 18:26:59 main:574] : INFO : Epoch 1668 | loss: 0.031159 | val_loss: 0.0311698 | Time: 5334.6 ms
[2022-04-02 18:27:04 main:574] : INFO : Epoch 1669 | loss: 0.0311583 | val_loss: 0.0311713 | Time: 5346.16 ms
[2022-04-02 18:27:09 main:574] : INFO : Epoch 1670 | loss: 0.0311592 | val_loss: 0.0311711 | Time: 5323.06 ms
[2022-04-02 18:27:15 main:574] : INFO : Epoch 1671 | loss: 0.0311603 | val_loss: 0.031179 | Time: 5325.54 ms
[2022-04-02 18:27:20 main:574] : INFO : Epoch 1672 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 5346.9 ms
[2022-04-02 18:27:25 main:574] : INFO : Epoch 1673 | loss: 0.0311564 | val_loss: 0.0311685 | Time: 5322.19 ms
[2022-04-02 18:27:31 main:574] : INFO : Epoch 1674 | loss: 0.0311575 | val_loss: 0.0311737 | Time: 5336.79 ms
[2022-04-02 18:27:36 main:574] : INFO : Epoch 1675 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 5324.04 ms
[2022-04-02 18:27:41 main:574] : INFO : Epoch 1676 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 5331.99 ms
[2022-04-02 18:27:47 main:574] : INFO : Epoch 1677 | loss: 0.031162 | val_loss: 0.0311699 | Time: 5320.33 ms
[2022-04-02 18:27:52 main:574] : INFO : Epoch 1678 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 5321.14 ms
[2022-04-02 18:27:57 main:574] : INFO : Epoch 1679 | loss: 0.0311569 | val_loss: 0.0311718 | Time: 5329.69 ms
[2022-04-02 18:28:03 main:574] : INFO : Epoch 1680 | loss: 0.031155 | val_loss: 0.0311731 | Time: 5320.75 ms
[2022-04-02 18:28:08 main:574] : INFO : Epoch 1681 | loss: 0.0311568 | val_loss: 0.0311771 | Time: 5324.82 ms
[2022-04-02 18:28:13 main:574] : INFO : Epoch 1682 | loss: 0.0311596 | val_loss: 0.0311727 | Time: 5325.67 ms
[2022-04-02 18:28:19 main:574] : INFO : Epoch 1683 | loss: 0.0311581 | val_loss: 0.0311752 | Time: 5347.84 ms
[2022-04-02 18:28:24 main:574] : INFO : Epoch 1684 | loss: 0.0311595 | val_loss: 0.0311701 | Time: 5351.66 ms
[2022-04-02 18:28:29 main:574] : INFO : Epoch 1685 | loss: 0.0311595 | val_loss: 0.0311718 | Time: 5322.74 ms
[2022-04-02 18:28:35 main:574] : INFO : Epoch 1686 | loss: 0.0311593 | val_loss: 0.0311694 | Time: 5332.52 ms
[2022-04-02 18:28:40 main:574] : INFO : Epoch 1687 | loss: 0.0311568 | val_loss: 0.031174 | Time: 5318.29 ms
[2022-04-02 18:28:45 main:574] : INFO : Epoch 1688 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 5337.35 ms
[2022-04-02 18:28:51 main:574] : INFO : Epoch 1689 | loss: 0.0311554 | val_loss: 0.0311694 | Time: 5327.79 ms
[2022-04-02 18:28:56 main:574] : INFO : Epoch 1690 | loss: 0.0311565 | val_loss: 0.0311695 | Time: 5342.01 ms
[2022-04-02 18:29:01 main:574] : INFO : Epoch 1691 | loss: 0.0311567 | val_loss: 0.0311756 | Time: 5333.83 ms
[2022-04-02 18:29:07 main:574] : INFO : Epoch 1692 | loss: 0.0311558 | val_loss: 0.0311677 | Time: 5327.44 ms
[2022-04-02 18:29:12 main:574] : INFO : Epoch 1693 | loss: 0.0311566 | val_loss: 0.0311682 | Time: 5321.66 ms
[2022-04-02 18:29:17 main:574] : INFO : Epoch 1694 | loss: 0.0311559 | val_loss: 0.0311691 | Time: 5325.84 ms
[2022-04-02 18:29:23 main:574] : INFO : Epoch 1695 | loss: 0.0311557 | val_loss: 0.0311698 | Time: 5307.52 ms
[2022-04-02 18:29:28 main:574] : INFO : Epoch 1696 | loss: 0.0311554 | val_loss: 0.0311695 | Time: 5320.88 ms
[2022-04-02 18:29:33 main:574] : INFO : Epoch 1697 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 5324.77 ms
[2022-04-02 18:29:39 main:574] : INFO : Epoch 1698 | loss: 0.0311554 | val_loss: 0.0311706 | Time: 5378.18 ms
[2022-04-02 18:29:44 main:574] : INFO : Epoch 1699 | loss: 0.0311545 | val_loss: 0.0311718 | Time: 5332.1 ms
[2022-04-02 18:29:50 main:574] : INFO : Epoch 1700 | loss: 0.0311578 | val_loss: 0.0311727 | Time: 5322.14 ms
[2022-04-02 18:29:55 main:574] : INFO : Epoch 1701 | loss: 0.0311681 | val_loss: 0.0311673 | Time: 5323.38 ms
[2022-04-02 18:30:00 main:574] : INFO : Epoch 1702 | loss: 0.0311686 | val_loss: 0.031166 | Time: 5338.13 ms
[2022-04-02 18:30:06 main:574] : INFO : Epoch 1703 | loss: 0.0311691 | val_loss: 0.0311685 | Time: 5312.11 ms
[2022-04-02 18:30:11 main:574] : INFO : Epoch 1704 | loss: 0.0311669 | val_loss: 0.0311672 | Time: 5337.7 ms
[2022-04-02 18:30:16 main:574] : INFO : Epoch 1705 | loss: 0.0311646 | val_loss: 0.0311663 | Time: 5323.01 ms
[2022-04-02 18:30:22 main:574] : INFO : Epoch 1706 | loss: 0.031163 | val_loss: 0.031166 | Time: 5337.86 ms
[2022-04-02 18:30:27 main:574] : INFO : Epoch 1707 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 5323.02 ms
[2022-04-02 18:30:32 main:574] : INFO : Epoch 1708 | loss: 0.0311611 | val_loss: 0.0311674 | Time: 5329.3 ms
[2022-04-02 18:30:38 main:574] : INFO : Epoch 1709 | loss: 0.0311617 | val_loss: 0.0311678 | Time: 5321.03 ms
[2022-04-02 18:30:43 main:574] : INFO : Epoch 1710 | loss: 0.0311614 | val_loss: 0.0311712 | Time: 5319.86 ms
[2022-04-02 18:30:48 main:574] : INFO : Epoch 1711 | loss: 0.0311643 | val_loss: 0.031166 | Time: 5326.47 ms
[2022-04-02 18:30:54 main:574] : INFO : Epoch 1712 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 5329.48 ms
[2022-04-02 18:30:59 main:574] : INFO : Epoch 1713 | loss: 0.0311625 | val_loss: 0.0311709 | Time: 5334.32 ms
[2022-04-02 18:31:04 main:574] : INFO : Epoch 1714 | loss: 0.031163 | val_loss: 0.0311712 | Time: 5331.77 ms
[2022-04-02 18:31:10 main:574] : INFO : Epoch 1715 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 5337.57 ms
[2022-04-02 18:31:15 main:574] : INFO : Epoch 1716 | loss: 0.031158 | val_loss: 0.031168 | Time: 5321.84 ms
[2022-04-02 18:31:20 main:574] : INFO : Epoch 1717 | loss: 0.0311585 | val_loss: 0.0311712 | Time: 5330.33 ms
[2022-04-02 18:31:26 main:574] : INFO : Epoch 1718 | loss: 0.0311596 | val_loss: 0.0311759 | Time: 5325.4 ms
[2022-04-02 18:31:31 main:574] : INFO : Epoch 1719 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 5328.77 ms
[2022-04-02 18:31:36 main:574] : INFO : Epoch 1720 | loss: 0.0311605 | val_loss: 0.0311708 | Time: 5324.04 ms
[2022-04-02 18:31:42 main:574] : INFO : Epoch 1721 | loss: 0.0311576 | val_loss: 0.0311708 | Time: 5333.69 ms
[2022-04-02 18:31:47 main:574] : INFO : Epoch 1722 | loss: 0.0311559 | val_loss: 0.0311725 | Time: 5328.33 ms
[2022-04-02 18:31:52 main:574] : INFO : Epoch 1723 | loss: 0.0311573 | val_loss: 0.0311751 | Time: 5323.24 ms
[2022-04-02 18:31:58 main:574] : INFO : Epoch 1724 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 5357.38 ms
[2022-04-02 18:32:03 main:574] : INFO : Epoch 1725 | loss: 0.0311555 | val_loss: 0.0311713 | Time: 5344.16 ms
[2022-04-02 18:32:08 main:574] : INFO : Epoch 1726 | loss: 0.0311572 | val_loss: 0.0311807 | Time: 5329.81 ms
[2022-04-02 18:32:14 main:574] : INFO : Epoch 1727 | loss: 0.0311602 | val_loss: 0.0311813 | Time: 5331.3 ms
[2022-04-02 18:32:19 main:574] : INFO : Epoch 1728 | loss: 0.0311613 | val_loss: 0.0311724 | Time: 5354.02 ms
[2022-04-02 18:32:24 main:574] : INFO : Epoch 1729 | loss: 0.0311556 | val_loss: 0.0311812 | Time: 5329.22 ms
[2022-04-02 18:32:30 main:574] : INFO : Epoch 1730 | loss: 0.0311571 | val_loss: 0.0311718 | Time: 5330.82 ms
[2022-04-02 18:32:35 main:574] : INFO : Epoch 1731 | loss: 0.0311549 | val_loss: 0.031174 | Time: 5328.05 ms
[2022-04-02 18:32:40 main:574] : INFO : Epoch 1732 | loss: 0.0311544 | val_loss: 0.031169 | Time: 5333.01 ms
[2022-04-02 18:32:46 main:574] : INFO : Epoch 1733 | loss: 0.0311562 | val_loss: 0.0311719 | Time: 5350.62 ms
[2022-04-02 18:32:51 main:574] : INFO : Epoch 1734 | loss: 0.0311617 | val_loss: 0.0311735 | Time: 5327.33 ms
[2022-04-02 18:32:56 main:574] : INFO : Epoch 1735 | loss: 0.0311561 | val_loss: 0.031175 | Time: 5333.87 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 3GB)
[2022-04-02 18:36:00 main:435] : INFO : Set logging level to 1
[2022-04-02 18:36:00 main:441] : INFO : Running in BOINC Client mode
[2022-04-02 18:36:00 main:444] : INFO : Resolving all filenames
[2022-04-02 18:36:00 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-02 18:36:00 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-02 18:36:00 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-02 18:36:00 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-02 18:36:00 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-02 18:36:00 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-02 18:36:00 main:474] : INFO : Configuration:
[2022-04-02 18:36:00 main:475] : INFO : Model type: GRU
[2022-04-02 18:36:00 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-02 18:36:00 main:477] : INFO : Max Epochs: 2048
[2022-04-02 18:36:00 main:478] : INFO : Batch Size: 128
[2022-04-02 18:36:00 main:479] : INFO : Learning Rate: 0.01
[2022-04-02 18:36:00 main:480] : INFO : Patience: 10
[2022-04-02 18:36:00 main:481] : INFO : Hidden Width: 12
[2022-04-02 18:36:00 main:482] : INFO : # Recurrent Layers: 4
[2022-04-02 18:36:00 main:483] : INFO : # Backend Layers: 4
[2022-04-02 18:36:00 main:484] : INFO : # Threads: 1
[2022-04-02 18:36:00 main:486] : INFO : Preparing Dataset
[2022-04-02 18:36:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-02 18:36:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-02 18:36:02 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-02 18:36:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-02 18:36:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-02 18:36:02 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-02 18:36:02 main:494] : INFO : Creating Model
[2022-04-02 18:36:02 main:507] : INFO : Preparing config file
[2022-04-02 18:36:02 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-02 18:36:02 main:512] : INFO : Loading config
[2022-04-02 18:36:02 main:514] : INFO : Loading state
[2022-04-02 18:36:03 main:559] : INFO : Loading DataLoader into Memory
[2022-04-02 18:36:03 main:562] : INFO : Starting Training
[2022-04-02 18:36:09 main:574] : INFO : Epoch 1716 | loss: 0.0312831 | val_loss: 0.0312062 | Time: 5272.34 ms
[2022-04-02 18:36:14 main:574] : INFO : Epoch 1717 | loss: 0.0311796 | val_loss: 0.0311756 | Time: 5076.65 ms
[2022-04-02 18:36:19 main:574] : INFO : Epoch 1718 | loss: 0.0311679 | val_loss: 0.0311686 | Time: 5220.41 ms
[2022-04-02 18:36:24 main:574] : INFO : Epoch 1719 | loss: 0.0311645 | val_loss: 0.0311748 | Time: 5239.89 ms
[2022-04-02 18:36:29 main:574] : INFO : Epoch 1720 | loss: 0.0311651 | val_loss: 0.03117 | Time: 5282.27 ms
[2022-04-02 18:36:35 main:574] : INFO : Epoch 1721 | loss: 0.0311666 | val_loss: 0.031175 | Time: 5308.2 ms
[2022-04-02 18:36:40 main:574] : INFO : Epoch 1722 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 5329.74 ms
[2022-04-02 18:36:45 main:574] : INFO : Epoch 1723 | loss: 0.0311613 | val_loss: 0.0311715 | Time: 5336 ms
[2022-04-02 18:36:51 main:574] : INFO : Epoch 1724 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 5327.93 ms
[2022-04-02 18:36:56 main:574] : INFO : Epoch 1725 | loss: 0.0311647 | val_loss: 0.0311708 | Time: 5334.41 ms
[2022-04-02 18:37:01 main:574] : INFO : Epoch 1726 | loss: 0.0311625 | val_loss: 0.0311705 | Time: 5338.91 ms
[2022-04-02 18:37:07 main:574] : INFO : Epoch 1727 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 5344.77 ms
[2022-04-02 18:37:12 main:574] : INFO : Epoch 1728 | loss: 0.0311602 | val_loss: 0.0311673 | Time: 5333.13 ms
[2022-04-02 18:37:17 main:574] : INFO : Epoch 1729 | loss: 0.0311611 | val_loss: 0.0311659 | Time: 5332.84 ms
[2022-04-02 18:37:23 main:574] : INFO : Epoch 1730 | loss: 0.0311628 | val_loss: 0.0311661 | Time: 5333.51 ms
[2022-04-02 18:37:28 main:574] : INFO : Epoch 1731 | loss: 0.0311641 | val_loss: 0.0311646 | Time: 5334.46 ms
[2022-04-02 18:37:33 main:574] : INFO : Epoch 1732 | loss: 0.0311633 | val_loss: 0.0311673 | Time: 5330.46 ms
[2022-04-02 18:37:39 main:574] : INFO : Epoch 1733 | loss: 0.0311613 | val_loss: 0.0311627 | Time: 5330.03 ms
[2022-04-02 18:37:44 main:574] : INFO : Epoch 1734 | loss: 0.0311621 | val_loss: 0.0311637 | Time: 5333.12 ms
[2022-04-02 18:37:49 main:574] : INFO : Epoch 1735 | loss: 0.0311624 | val_loss: 0.0311628 | Time: 5340.34 ms
[2022-04-02 18:37:55 main:574] : INFO : Epoch 1736 | loss: 0.0311608 | val_loss: 0.0311625 | Time: 5331.63 ms
[2022-04-02 18:38:00 main:574] : INFO : Epoch 1737 | loss: 0.0311609 | val_loss: 0.0311659 | Time: 5341.65 ms
[2022-04-02 18:38:06 main:574] : INFO : Epoch 1738 | loss: 0.0311645 | val_loss: 0.0311659 | Time: 5420.39 ms
[2022-04-02 18:38:11 main:574] : INFO : Epoch 1739 | loss: 0.0311638 | val_loss: 0.031166 | Time: 5377.09 ms
[2022-04-02 18:38:16 main:574] : INFO : Epoch 1740 | loss: 0.0311622 | val_loss: 0.0311627 | Time: 5388.39 ms
[2022-04-02 18:38:22 main:574] : INFO : Epoch 1741 | loss: 0.0311601 | val_loss: 0.0311617 | Time: 5386.17 ms
[2022-04-02 18:38:27 main:574] : INFO : Epoch 1742 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 5396.12 ms
[2022-04-02 18:38:33 main:574] : INFO : Epoch 1743 | loss: 0.031162 | val_loss: 0.0311631 | Time: 5391.98 ms
[2022-04-02 18:38:38 main:574] : INFO : Epoch 1744 | loss: 0.0311607 | val_loss: 0.0311646 | Time: 5398.25 ms
[2022-04-02 18:38:43 main:574] : INFO : Epoch 1745 | loss: 0.031161 | val_loss: 0.0311649 | Time: 5370.39 ms
[2022-04-02 18:38:49 main:574] : INFO : Epoch 1746 | loss: 0.031161 | val_loss: 0.0311666 | Time: 5395.6 ms
[2022-04-02 18:38:54 main:574] : INFO : Epoch 1747 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 5384.2 ms
[2022-04-02 18:39:00 main:574] : INFO : Epoch 1748 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 5377.61 ms
[2022-04-02 18:39:05 main:574] : INFO : Epoch 1749 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 5392.78 ms
[2022-04-02 18:39:10 main:574] : INFO : Epoch 1750 | loss: 0.0311584 | val_loss: 0.031168 | Time: 5392.96 ms
[2022-04-02 18:39:16 main:574] : INFO : Epoch 1751 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 5368.35 ms
[2022-04-02 18:39:21 main:574] : INFO : Epoch 1752 | loss: 0.0311563 | val_loss: 0.0311665 | Time: 5392.49 ms
[2022-04-02 18:39:27 main:574] : INFO : Epoch 1753 | loss: 0.0311555 | val_loss: 0.0311734 | Time: 5390.93 ms
[2022-04-02 18:39:32 main:574] : INFO : Epoch 1754 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 5375.68 ms
[2022-04-02 18:39:37 main:574] : INFO : Epoch 1755 | loss: 0.0311596 | val_loss: 0.0311665 | Time: 5385.78 ms
[2022-04-02 18:39:43 main:574] : INFO : Epoch 1756 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 5396.31 ms
[2022-04-02 18:39:48 main:574] : INFO : Epoch 1757 | loss: 0.0311656 | val_loss: 0.0311742 | Time: 5381.17 ms
[2022-04-02 18:39:53 main:574] : INFO : Epoch 1758 | loss: 0.031167 | val_loss: 0.0311703 | Time: 5386.78 ms
[2022-04-02 18:39:59 main:574] : INFO : Epoch 1759 | loss: 0.0311657 | val_loss: 0.0311705 | Time: 5390.33 ms
[2022-04-02 18:40:04 main:574] : INFO : Epoch 1760 | loss: 0.0311629 | val_loss: 0.0311677 | Time: 5396.34 ms
[2022-04-02 18:40:10 main:574] : INFO : Epoch 1761 | loss: 0.031164 | val_loss: 0.0311672 | Time: 5397.05 ms
[2022-04-02 18:40:15 main:574] : INFO : Epoch 1762 | loss: 0.031161 | val_loss: 0.0311702 | Time: 5387.36 ms
[2022-04-02 18:40:20 main:574] : INFO : Epoch 1763 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 5397.56 ms
[2022-04-02 18:40:26 main:574] : INFO : Epoch 1764 | loss: 0.0311614 | val_loss: 0.03117 | Time: 5372.42 ms
[2022-04-02 18:40:31 main:574] : INFO : Epoch 1765 | loss: 0.0311601 | val_loss: 0.0311694 | Time: 5400.73 ms
[2022-04-02 18:40:37 main:574] : INFO : Epoch 1766 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 5376.97 ms
[2022-04-02 18:40:42 main:574] : INFO : Epoch 1767 | loss: 0.0311581 | val_loss: 0.0311702 | Time: 5388.05 ms
[2022-04-02 18:40:47 main:574] : INFO : Epoch 1768 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 5380.17 ms
[2022-04-02 18:40:53 main:574] : INFO : Epoch 1769 | loss: 0.0311562 | val_loss: 0.0311683 | Time: 5380.45 ms
[2022-04-02 18:40:58 main:574] : INFO : Epoch 1770 | loss: 0.0311573 | val_loss: 0.031167 | Time: 5388.33 ms
[2022-04-02 18:41:04 main:574] : INFO : Epoch 1771 | loss: 0.0311567 | val_loss: 0.0311665 | Time: 5379.05 ms
[2022-04-02 18:41:09 main:574] : INFO : Epoch 1772 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 5383.15 ms
[2022-04-02 18:41:14 main:574] : INFO : Epoch 1773 | loss: 0.0311562 | val_loss: 0.0311709 | Time: 5391.93 ms
[2022-04-02 18:41:20 main:574] : INFO : Epoch 1774 | loss: 0.0311575 | val_loss: 0.0311699 | Time: 5376.71 ms
[2022-04-02 18:41:25 main:574] : INFO : Epoch 1775 | loss: 0.031154 | val_loss: 0.031169 | Time: 5386.55 ms
[2022-04-02 18:41:31 main:574] : INFO : Epoch 1776 | loss: 0.0311541 | val_loss: 0.031174 | Time: 5377.33 ms
[2022-04-02 18:41:36 main:574] : INFO : Epoch 1777 | loss: 0.0311574 | val_loss: 0.0311738 | Time: 5386.83 ms
[2022-04-02 18:41:41 main:574] : INFO : Epoch 1778 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 5384.43 ms
[2022-04-02 18:41:47 main:574] : INFO : Epoch 1779 | loss: 0.0311597 | val_loss: 0.0311668 | Time: 5386.58 ms
[2022-04-02 18:41:52 main:574] : INFO : Epoch 1780 | loss: 0.0311634 | val_loss: 0.0311692 | Time: 5368.18 ms
[2022-04-02 18:41:58 main:574] : INFO : Epoch 1781 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 5405.55 ms
[2022-04-02 18:42:03 main:574] : INFO : Epoch 1782 | loss: 0.0311631 | val_loss: 0.0311677 | Time: 5391.87 ms
[2022-04-02 18:42:08 main:574] : INFO : Epoch 1783 | loss: 0.0311628 | val_loss: 0.0311687 | Time: 5387.7 ms
[2022-04-02 18:42:14 main:574] : INFO : Epoch 1784 | loss: 0.0311611 | val_loss: 0.0311696 | Time: 5392.27 ms
[2022-04-02 18:42:19 main:574] : INFO : Epoch 1785 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 5371.95 ms
[2022-04-02 18:42:24 main:574] : INFO : Epoch 1786 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 5375.57 ms
[2022-04-02 18:42:30 main:574] : INFO : Epoch 1787 | loss: 0.0311575 | val_loss: 0.0311711 | Time: 5379.8 ms
[2022-04-02 18:42:35 main:574] : INFO : Epoch 1788 | loss: 0.0311619 | val_loss: 0.0311697 | Time: 5401.58 ms
[2022-04-02 18:42:41 main:574] : INFO : Epoch 1789 | loss: 0.0311586 | val_loss: 0.0311691 | Time: 5386.8 ms
[2022-04-02 18:42:46 main:574] : INFO : Epoch 1790 | loss: 0.0311591 | val_loss: 0.0311726 | Time: 5365.57 ms
[2022-04-02 18:42:51 main:574] : INFO : Epoch 1791 | loss: 0.0311595 | val_loss: 0.0311651 | Time: 5383.86 ms
[2022-04-02 18:42:57 main:574] : INFO : Epoch 1792 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 5379.3 ms
[2022-04-02 18:43:02 main:574] : INFO : Epoch 1793 | loss: 0.0311564 | val_loss: 0.0311685 | Time: 5385.93 ms
[2022-04-02 18:43:08 main:574] : INFO : Epoch 1794 | loss: 0.0311563 | val_loss: 0.031166 | Time: 5385.05 ms
[2022-04-02 18:43:13 main:574] : INFO : Epoch 1795 | loss: 0.0311574 | val_loss: 0.0311782 | Time: 5401.35 ms
[2022-04-02 18:43:18 main:574] : INFO : Epoch 1796 | loss: 0.031157 | val_loss: 0.031172 | Time: 5394.13 ms
[2022-04-02 18:43:24 main:574] : INFO : Epoch 1797 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 5387.6 ms
[2022-04-02 18:43:29 main:574] : INFO : Epoch 1798 | loss: 0.0311561 | val_loss: 0.0311716 | Time: 5381.59 ms
[2022-04-02 18:43:35 main:574] : INFO : Epoch 1799 | loss: 0.0311544 | val_loss: 0.0311703 | Time: 5373.38 ms
[2022-04-02 18:43:40 main:574] : INFO : Epoch 1800 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 5386.49 ms
[2022-04-02 18:43:45 main:574] : INFO : Epoch 1801 | loss: 0.0311534 | val_loss: 0.0311674 | Time: 5403.52 ms
[2022-04-02 18:43:51 main:574] : INFO : Epoch 1802 | loss: 0.031155 | val_loss: 0.0311675 | Time: 5392.51 ms
[2022-04-02 18:43:56 main:574] : INFO : Epoch 1803 | loss: 0.0311552 | val_loss: 0.0311699 | Time: 5356.5 ms
[2022-04-02 18:44:01 main:574] : INFO : Epoch 1804 | loss: 0.0311537 | val_loss: 0.0311704 | Time: 5332.46 ms
[2022-04-02 18:44:07 main:574] : INFO : Epoch 1805 | loss: 0.0311555 | val_loss: 0.031172 | Time: 5328.52 ms
[2022-04-02 18:48:12 main:574] : INFO : Epoch 1806 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 245532 ms
[2022-04-02 18:48:18 main:574] : INFO : Epoch 1807 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 5125.23 ms
[2022-04-02 18:48:23 main:574] : INFO : Epoch 1808 | loss: 0.0311561 | val_loss: 0.03117 | Time: 5144.3 ms
[2022-04-02 18:48:28 main:574] : INFO : Epoch 1809 | loss: 0.0311547 | val_loss: 0.0311704 | Time: 5271.03 ms
[2022-04-02 18:48:33 main:574] : INFO : Epoch 1810 | loss: 0.0311565 | val_loss: 0.0311782 | Time: 5292.76 ms
[2022-04-02 18:48:39 main:574] : INFO : Epoch 1811 | loss: 0.0311567 | val_loss: 0.0311712 | Time: 5299.98 ms
[2022-04-02 18:48:44 main:574] : INFO : Epoch 1812 | loss: 0.0311559 | val_loss: 0.031171 | Time: 5331.88 ms
[2022-04-02 18:48:49 main:574] : INFO : Epoch 1813 | loss: 0.0311594 | val_loss: 0.031173 | Time: 5327.7 ms
[2022-04-02 18:48:55 main:574] : INFO : Epoch 1814 | loss: 0.0311606 | val_loss: 0.0311693 | Time: 5311.62 ms
[2022-04-02 18:49:00 main:574] : INFO : Epoch 1815 | loss: 0.0311589 | val_loss: 0.03117 | Time: 5318.72 ms
[2022-04-02 18:49:05 main:574] : INFO : Epoch 1816 | loss: 0.0311582 | val_loss: 0.0311691 | Time: 5316.26 ms
[2022-04-02 18:49:11 main:574] : INFO : Epoch 1817 | loss: 0.0311634 | val_loss: 0.0311814 | Time: 5307.23 ms
[2022-04-02 18:49:16 main:574] : INFO : Epoch 1818 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 5322.71 ms
[2022-04-02 18:49:21 main:574] : INFO : Epoch 1819 | loss: 0.0311624 | val_loss: 0.0311734 | Time: 5314.45 ms
[2022-04-02 18:49:27 main:574] : INFO : Epoch 1820 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 5316.79 ms
[2022-04-02 18:49:32 main:574] : INFO : Epoch 1821 | loss: 0.0311622 | val_loss: 0.0311726 | Time: 5319.75 ms
[2022-04-02 18:49:37 main:574] : INFO : Epoch 1822 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 5309.18 ms
[2022-04-02 18:49:42 main:574] : INFO : Epoch 1823 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 5330.6 ms
[2022-04-02 18:49:48 main:574] : INFO : Epoch 1824 | loss: 0.0311596 | val_loss: 0.0311702 | Time: 5321.04 ms
[2022-04-02 18:49:53 main:574] : INFO : Epoch 1825 | loss: 0.0311607 | val_loss: 0.0311698 | Time: 5327.97 ms
[2022-04-02 18:49:59 main:574] : INFO : Epoch 1826 | loss: 0.0311624 | val_loss: 0.0311698 | Time: 5344.47 ms
[2022-04-02 18:50:04 main:574] : INFO : Epoch 1827 | loss: 0.0311596 | val_loss: 0.0311689 | Time: 5326.76 ms
[2022-04-02 18:50:09 main:574] : INFO : Epoch 1828 | loss: 0.0311579 | val_loss: 0.031171 | Time: 5318.01 ms
[2022-04-02 18:50:15 main:574] : INFO : Epoch 1829 | loss: 0.031159 | val_loss: 0.0311696 | Time: 5339.55 ms
[2022-04-02 18:50:20 main:574] : INFO : Epoch 1830 | loss: 0.0311582 | val_loss: 0.0311749 | Time: 5333.48 ms
[2022-04-02 18:50:25 main:574] : INFO : Epoch 1831 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 5338.11 ms
[2022-04-02 18:50:31 main:574] : INFO : Epoch 1832 | loss: 0.0311591 | val_loss: 0.0311742 | Time: 5322.67 ms
[2022-04-02 18:50:36 main:574] : INFO : Epoch 1833 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 5333.5 ms
[2022-04-02 18:50:41 main:574] : INFO : Epoch 1834 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 5324.04 ms
[2022-04-02 18:50:47 main:574] : INFO : Epoch 1835 | loss: 0.0311562 | val_loss: 0.0311758 | Time: 5342.55 ms
[2022-04-02 18:50:52 main:574] : INFO : Epoch 1836 | loss: 0.0311557 | val_loss: 0.0311695 | Time: 5317.64 ms
[2022-04-02 18:50:57 main:574] : INFO : Epoch 1837 | loss: 0.0311569 | val_loss: 0.0311792 | Time: 5341.84 ms
[2022-04-02 18:51:03 main:574] : INFO : Epoch 1838 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 5331.76 ms
[2022-04-02 18:51:08 main:574] : INFO : Epoch 1839 | loss: 0.031163 | val_loss: 0.031171 | Time: 5322.04 ms
[2022-04-02 18:51:13 main:574] : INFO : Epoch 1840 | loss: 0.031161 | val_loss: 0.0311685 | Time: 5337.92 ms
[2022-04-02 18:51:19 main:574] : INFO : Epoch 1841 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 5343.77 ms
[2022-04-02 18:51:24 main:574] : INFO : Epoch 1842 | loss: 0.031157 | val_loss: 0.0311753 | Time: 5337.7 ms
[2022-04-02 18:51:29 main:574] : INFO : Epoch 1843 | loss: 0.0311564 | val_loss: 0.0311681 | Time: 5321.61 ms
[2022-04-02 18:51:35 main:574] : INFO : Epoch 1844 | loss: 0.0311546 | val_loss: 0.0311682 | Time: 5317.38 ms
[2022-04-02 18:51:40 main:574] : INFO : Epoch 1845 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 5330.6 ms
[2022-04-02 18:51:45 main:574] : INFO : Epoch 1846 | loss: 0.0311524 | val_loss: 0.0311688 | Time: 5317.97 ms
[2022-04-02 18:51:51 main:574] : INFO : Epoch 1847 | loss: 0.0311553 | val_loss: 0.0311686 | Time: 5334.52 ms
[2022-04-02 18:51:56 main:574] : INFO : Epoch 1848 | loss: 0.0311538 | val_loss: 0.0311722 | Time: 5316.76 ms
[2022-04-02 18:52:01 main:574] : INFO : Epoch 1849 | loss: 0.0311582 | val_loss: 0.0311686 | Time: 5335.75 ms
[2022-04-02 18:52:07 main:574] : INFO : Epoch 1850 | loss: 0.0311618 | val_loss: 0.0311703 | Time: 5334.29 ms
[2022-04-02 18:52:12 main:574] : INFO : Epoch 1851 | loss: 0.0311629 | val_loss: 0.0311722 | Time: 5314.46 ms
[2022-04-02 18:52:17 main:574] : INFO : Epoch 1852 | loss: 0.0311588 | val_loss: 0.0311646 | Time: 5314.01 ms
[2022-04-02 18:52:23 main:574] : INFO : Epoch 1853 | loss: 0.0311576 | val_loss: 0.0311728 | Time: 5332.62 ms
[2022-04-02 18:52:28 main:574] : INFO : Epoch 1854 | loss: 0.0311616 | val_loss: 0.0311669 | Time: 5322.43 ms
[2022-04-02 18:52:33 main:574] : INFO : Epoch 1855 | loss: 0.0311572 | val_loss: 0.03117 | Time: 5306.46 ms
[2022-04-02 18:52:39 main:574] : INFO : Epoch 1856 | loss: 0.0311556 | val_loss: 0.0311667 | Time: 5325.72 ms
[2022-04-02 18:52:44 main:574] : INFO : Epoch 1857 | loss: 0.0311574 | val_loss: 0.0311752 | Time: 5325.22 ms
[2022-04-02 18:52:49 main:574] : INFO : Epoch 1858 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 5345.38 ms
[2022-04-02 18:52:55 main:574] : INFO : Epoch 1859 | loss: 0.0311571 | val_loss: 0.031168 | Time: 5329.27 ms
[2022-04-02 18:53:00 main:574] : INFO : Epoch 1860 | loss: 0.0311554 | val_loss: 0.0311702 | Time: 5314.16 ms
[2022-04-02 18:53:05 main:574] : INFO : Epoch 1861 | loss: 0.0311574 | val_loss: 0.0311658 | Time: 5311.54 ms
[2022-04-02 18:53:11 main:574] : INFO : Epoch 1862 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 5325.08 ms
[2022-04-02 18:53:16 main:574] : INFO : Epoch 1863 | loss: 0.0311559 | val_loss: 0.0311691 | Time: 5309.83 ms
[2022-04-02 18:53:21 main:574] : INFO : Epoch 1864 | loss: 0.0311539 | val_loss: 0.031172 | Time: 5318.94 ms
[2022-04-02 18:53:27 main:574] : INFO : Epoch 1865 | loss: 0.0311542 | val_loss: 0.0311686 | Time: 5337 ms
[2022-04-02 18:53:32 main:574] : INFO : Epoch 1866 | loss: 0.0311539 | val_loss: 0.0311671 | Time: 5337.38 ms
[2022-04-02 18:53:37 main:574] : INFO : Epoch 1867 | loss: 0.0311542 | val_loss: 0.0311698 | Time: 5329.49 ms
[2022-04-02 18:53:43 main:574] : INFO : Epoch 1868 | loss: 0.0311546 | val_loss: 0.0311726 | Time: 5318.18 ms
[2022-04-02 18:53:48 main:574] : INFO : Epoch 1869 | loss: 0.0311509 | val_loss: 0.0311672 | Time: 5292.63 ms
[2022-04-02 18:53:53 main:574] : INFO : Epoch 1870 | loss: 0.0311528 | val_loss: 0.0311751 | Time: 5346.38 ms
[2022-04-02 18:53:59 main:574] : INFO : Epoch 1871 | loss: 0.0311532 | val_loss: 0.0311712 | Time: 5330.58 ms
[2022-04-02 18:54:04 main:574] : INFO : Epoch 1872 | loss: 0.0311538 | val_loss: 0.0311683 | Time: 5334.36 ms
[2022-04-02 18:54:09 main:574] : INFO : Epoch 1873 | loss: 0.0311529 | val_loss: 0.0311706 | Time: 5323.92 ms
[2022-04-02 18:54:15 main:574] : INFO : Epoch 1874 | loss: 0.0311542 | val_loss: 0.0311736 | Time: 5349.6 ms
[2022-04-02 18:54:20 main:574] : INFO : Epoch 1875 | loss: 0.0311598 | val_loss: 0.0311682 | Time: 5326.55 ms
[2022-04-02 18:54:25 main:574] : INFO : Epoch 1876 | loss: 0.0311625 | val_loss: 0.0311664 | Time: 5343.58 ms
[2022-04-02 18:54:31 main:574] : INFO : Epoch 1877 | loss: 0.0311644 | val_loss: 0.031177 | Time: 5328.44 ms
[2022-04-02 18:54:36 main:574] : INFO : Epoch 1878 | loss: 0.0311601 | val_loss: 0.03117 | Time: 5333 ms
[2022-04-02 18:54:41 main:574] : INFO : Epoch 1879 | loss: 0.0311564 | val_loss: 0.0311682 | Time: 5341.7 ms
[2022-04-02 18:54:47 main:574] : INFO : Epoch 1880 | loss: 0.0311581 | val_loss: 0.0311764 | Time: 5337.09 ms
[2022-04-02 18:54:52 main:574] : INFO : Epoch 1881 | loss: 0.0311593 | val_loss: 0.031173 | Time: 5337.57 ms
[2022-04-02 18:54:57 main:574] : INFO : Epoch 1882 | loss: 0.0311559 | val_loss: 0.031167 | Time: 5329.59 ms
[2022-04-02 18:55:03 main:574] : INFO : Epoch 1883 | loss: 0.0311547 | val_loss: 0.0311691 | Time: 5339.55 ms
[2022-04-02 18:55:08 main:574] : INFO : Epoch 1884 | loss: 0.0311575 | val_loss: 0.0311727 | Time: 5342.72 ms
[2022-04-02 18:55:13 main:574] : INFO : Epoch 1885 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 5321.13 ms
[2022-04-02 18:55:19 main:574] : INFO : Epoch 1886 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 5327.23 ms
[2022-04-02 18:55:24 main:574] : INFO : Epoch 1887 | loss: 0.0311532 | val_loss: 0.0311707 | Time: 5330.79 ms
[2022-04-02 18:55:29 main:574] : INFO : Epoch 1888 | loss: 0.0311534 | val_loss: 0.031169 | Time: 5336.27 ms
[2022-04-02 18:55:35 main:574] : INFO : Epoch 1889 | loss: 0.0311541 | val_loss: 0.0311668 | Time: 5328.2 ms
[2022-04-02 18:55:40 main:574] : INFO : Epoch 1890 | loss: 0.0311546 | val_loss: 0.031178 | Time: 5319.51 ms
[2022-04-02 18:55:45 main:574] : INFO : Epoch 1891 | loss: 0.0311538 | val_loss: 0.031167 | Time: 5330.72 ms
[2022-04-02 18:55:51 main:574] : INFO : Epoch 1892 | loss: 0.0311513 | val_loss: 0.0311667 | Time: 5326.53 ms
[2022-04-02 18:55:56 main:574] : INFO : Epoch 1893 | loss: 0.03115 | val_loss: 0.0311719 | Time: 5344.4 ms
[2022-04-02 18:56:01 main:574] : INFO : Epoch 1894 | loss: 0.0311551 | val_loss: 0.0311747 | Time: 5337.69 ms
[2022-04-02 18:56:07 main:574] : INFO : Epoch 1895 | loss: 0.0311534 | val_loss: 0.0311682 | Time: 5328.03 ms
[2022-04-02 18:56:12 main:574] : INFO : Epoch 1896 | loss: 0.0311537 | val_loss: 0.0311682 | Time: 5313.5 ms
[2022-04-02 18:56:17 main:574] : INFO : Epoch 1897 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 5324.8 ms
[2022-04-02 18:56:23 main:574] : INFO : Epoch 1898 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 5348.29 ms
[2022-04-02 18:56:28 main:574] : INFO : Epoch 1899 | loss: 0.0311523 | val_loss: 0.0311677 | Time: 5317.02 ms
[2022-04-02 18:56:33 main:574] : INFO : Epoch 1900 | loss: 0.0311531 | val_loss: 0.0311694 | Time: 5316.69 ms
[2022-04-02 18:56:39 main:574] : INFO : Epoch 1901 | loss: 0.031152 | val_loss: 0.0311695 | Time: 5322.64 ms
[2022-04-02 18:56:44 main:574] : INFO : Epoch 1902 | loss: 0.0311523 | val_loss: 0.0311709 | Time: 5333.42 ms
[2022-04-02 18:56:49 main:574] : INFO : Epoch 1903 | loss: 0.0311557 | val_loss: 0.0311789 | Time: 5331.14 ms
[2022-04-02 18:56:55 main:574] : INFO : Epoch 1904 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 5332.42 ms
[2022-04-02 18:57:00 main:574] : INFO : Epoch 1905 | loss: 0.0311529 | val_loss: 0.0311675 | Time: 5357.58 ms
[2022-04-02 18:57:05 main:574] : INFO : Epoch 1906 | loss: 0.0311565 | val_loss: 0.0311766 | Time: 5326.52 ms
[2022-04-02 18:57:11 main:574] : INFO : Epoch 1907 | loss: 0.0311585 | val_loss: 0.0311735 | Time: 5336.91 ms
[2022-04-02 18:57:16 main:574] : INFO : Epoch 1908 | loss: 0.0311557 | val_loss: 0.0311681 | Time: 5343.55 ms
[2022-04-02 18:57:21 main:574] : INFO : Epoch 1909 | loss: 0.0311545 | val_loss: 0.0311742 | Time: 5328.18 ms
[2022-04-02 18:57:27 main:574] : INFO : Epoch 1910 | loss: 0.0311528 | val_loss: 0.0311687 | Time: 5331.51 ms
[2022-04-02 18:57:32 main:574] : INFO : Epoch 1911 | loss: 0.0311516 | val_loss: 0.031174 | Time: 5364.73 ms
[2022-04-02 18:57:38 main:574] : INFO : Epoch 1912 | loss: 0.0311604 | val_loss: 0.0311694 | Time: 5345.88 ms
[2022-04-02 18:57:43 main:574] : INFO : Epoch 1913 | loss: 0.031158 | val_loss: 0.0311705 | Time: 5347.42 ms
[2022-04-02 18:57:48 main:574] : INFO : Epoch 1914 | loss: 0.031157 | val_loss: 0.03117 | Time: 5341.31 ms
[2022-04-02 18:57:54 main:574] : INFO : Epoch 1915 | loss: 0.0311558 | val_loss: 0.0311665 | Time: 5324.43 ms
[2022-04-02 18:57:59 main:574] : INFO : Epoch 1916 | loss: 0.0311554 | val_loss: 0.0311687 | Time: 5347.7 ms
[2022-04-02 18:58:04 main:574] : INFO : Epoch 1917 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 5335.03 ms
[2022-04-02 18:58:10 main:574] : INFO : Epoch 1918 | loss: 0.0311524 | val_loss: 0.0311663 | Time: 5330.47 ms
[2022-04-02 18:58:15 main:574] : INFO : Epoch 1919 | loss: 0.0311534 | val_loss: 0.031169 | Time: 5344.31 ms
[2022-04-02 18:58:20 main:574] : INFO : Epoch 1920 | loss: 0.0311541 | val_loss: 0.0311666 | Time: 5328.22 ms
[2022-04-02 18:58:26 main:574] : INFO : Epoch 1921 | loss: 0.0311562 | val_loss: 0.0311704 | Time: 5333.07 ms
[2022-04-02 18:58:31 main:574] : INFO : Epoch 1922 | loss: 0.0311562 | val_loss: 0.0311696 | Time: 5328.8 ms
[2022-04-02 18:58:36 main:574] : INFO : Epoch 1923 | loss: 0.0311593 | val_loss: 0.0311763 | Time: 5329.14 ms
[2022-04-02 18:58:42 main:574] : INFO : Epoch 1924 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 5327.07 ms
[2022-04-02 18:58:47 main:574] : INFO : Epoch 1925 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 5331.81 ms
[2022-04-02 18:58:52 main:574] : INFO : Epoch 1926 | loss: 0.0311557 | val_loss: 0.0311648 | Time: 5336.05 ms
[2022-04-02 18:58:58 main:574] : INFO : Epoch 1927 | loss: 0.031153 | val_loss: 0.0311671 | Time: 5334.52 ms
[2022-04-02 18:59:03 main:574] : INFO : Epoch 1928 | loss: 0.0311527 | val_loss: 0.0311645 | Time: 5333.82 ms
[2022-04-02 18:59:08 main:574] : INFO : Epoch 1929 | loss: 0.0311536 | val_loss: 0.0311658 | Time: 5324.31 ms
[2022-04-02 18:59:14 main:574] : INFO : Epoch 1930 | loss: 0.0311551 | val_loss: 0.0311691 | Time: 5325.92 ms
[2022-04-02 18:59:19 main:574] : INFO : Epoch 1931 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 5310.15 ms
[2022-04-02 18:59:24 main:574] : INFO : Epoch 1932 | loss: 0.0311522 | val_loss: 0.0311663 | Time: 5339.49 ms
[2022-04-02 18:59:30 main:574] : INFO : Epoch 1933 | loss: 0.0311517 | val_loss: 0.0311695 | Time: 5336.63 ms
[2022-04-02 18:59:35 main:574] : INFO : Epoch 1934 | loss: 0.031151 | val_loss: 0.0311657 | Time: 5320.7 ms
[2022-04-02 18:59:40 main:574] : INFO : Epoch 1935 | loss: 0.0311499 | val_loss: 0.0311651 | Time: 5327.14 ms
[2022-04-02 18:59:46 main:574] : INFO : Epoch 1936 | loss: 0.031149 | val_loss: 0.0311665 | Time: 5335.42 ms
[2022-04-02 18:59:51 main:574] : INFO : Epoch 1937 | loss: 0.0311504 | val_loss: 0.0311634 | Time: 5322.47 ms
[2022-04-02 18:59:56 main:574] : INFO : Epoch 1938 | loss: 0.0311491 | val_loss: 0.0311671 | Time: 5349.17 ms
[2022-04-02 19:00:02 main:574] : INFO : Epoch 1939 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 5351.34 ms
[2022-04-02 19:00:07 main:574] : INFO : Epoch 1940 | loss: 0.0311513 | val_loss: 0.0311696 | Time: 5330.47 ms
[2022-04-02 19:00:12 main:574] : INFO : Epoch 1941 | loss: 0.0311494 | val_loss: 0.0311673 | Time: 5334.42 ms
[2022-04-02 19:00:18 main:574] : INFO : Epoch 1942 | loss: 0.031149 | val_loss: 0.0311674 | Time: 5348.69 ms
[2022-04-02 19:00:23 main:574] : INFO : Epoch 1943 | loss: 0.0311473 | val_loss: 0.0311654 | Time: 5328.41 ms
[2022-04-02 19:00:28 main:574] : INFO : Epoch 1944 | loss: 0.0311468 | val_loss: 0.0311647 | Time: 5314.12 ms
[2022-04-02 19:00:34 main:574] : INFO : Epoch 1945 | loss: 0.0311463 | val_loss: 0.0311654 | Time: 5324.69 ms
[2022-04-02 19:00:39 main:574] : INFO : Epoch 1946 | loss: 0.0311537 | val_loss: 0.0311653 | Time: 5329.7 ms
[2022-04-02 19:00:44 main:574] : INFO : Epoch 1947 | loss: 0.0311545 | val_loss: 0.0311669 | Time: 5323.31 ms
[2022-04-02 19:00:50 main:574] : INFO : Epoch 1948 | loss: 0.0311542 | val_loss: 0.0311697 | Time: 5322.56 ms
[2022-04-02 19:00:55 main:574] : INFO : Epoch 1949 | loss: 0.0311554 | val_loss: 0.0311723 | Time: 5326.36 ms
[2022-04-02 19:01:00 main:574] : INFO : Epoch 1950 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 5316.35 ms
[2022-04-02 19:01:06 main:574] : INFO : Epoch 1951 | loss: 0.0311548 | val_loss: 0.0311681 | Time: 5329.41 ms
[2022-04-02 19:01:11 main:574] : INFO : Epoch 1952 | loss: 0.0311525 | val_loss: 0.0311702 | Time: 5327.26 ms
[2022-04-02 19:01:16 main:574] : INFO : Epoch 1953 | loss: 0.0311531 | val_loss: 0.0311689 | Time: 5327.93 ms
[2022-04-02 19:01:22 main:574] : INFO : Epoch 1954 | loss: 0.031153 | val_loss: 0.031168 | Time: 5323.38 ms
[2022-04-02 19:01:27 main:574] : INFO : Epoch 1955 | loss: 0.0311552 | val_loss: 0.0311676 | Time: 5330.42 ms
[2022-04-02 19:01:32 main:574] : INFO : Epoch 1956 | loss: 0.0311516 | val_loss: 0.0311698 | Time: 5323.57 ms
[2022-04-02 19:01:38 main:574] : INFO : Epoch 1957 | loss: 0.0311515 | val_loss: 0.031168 | Time: 5329.79 ms
[2022-04-02 19:01:43 main:574] : INFO : Epoch 1958 | loss: 0.0311508 | val_loss: 0.0311666 | Time: 5342.28 ms
[2022-04-02 19:01:48 main:574] : INFO : Epoch 1959 | loss: 0.0311538 | val_loss: 0.0311685 | Time: 5330.18 ms
[2022-04-02 19:01:54 main:574] : INFO : Epoch 1960 | loss: 0.0311517 | val_loss: 0.031167 | Time: 5329.09 ms
[2022-04-02 19:01:59 main:574] : INFO : Epoch 1961 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 5340.89 ms
[2022-04-02 19:02:04 main:574] : INFO : Epoch 1962 | loss: 0.0311492 | val_loss: 0.0311667 | Time: 5328.4 ms
[2022-04-02 19:02:10 main:574] : INFO : Epoch 1963 | loss: 0.0311473 | val_loss: 0.0311705 | Time: 5322.7 ms
[2022-04-02 19:02:15 main:574] : INFO : Epoch 1964 | loss: 0.0311503 | val_loss: 0.031167 | Time: 5321.84 ms
[2022-04-02 19:02:20 main:574] : INFO : Epoch 1965 | loss: 0.0311523 | val_loss: 0.0311688 | Time: 5329.65 ms
[2022-04-02 19:02:26 main:574] : INFO : Epoch 1966 | loss: 0.0311543 | val_loss: 0.0311702 | Time: 5342.45 ms
[2022-04-02 19:02:31 main:574] : INFO : Epoch 1967 | loss: 0.0311547 | val_loss: 0.031173 | Time: 5326.1 ms
[2022-04-02 19:02:37 main:574] : INFO : Epoch 1968 | loss: 0.0311519 | val_loss: 0.0311713 | Time: 5325.64 ms
[2022-04-02 19:02:42 main:574] : INFO : Epoch 1969 | loss: 0.0311498 | val_loss: 0.0311685 | Time: 5328.92 ms
[2022-04-02 19:02:47 main:574] : INFO : Epoch 1970 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 5346.26 ms
[2022-04-02 19:02:53 main:574] : INFO : Epoch 1971 | loss: 0.0311501 | val_loss: 0.0311696 | Time: 5345.96 ms
[2022-04-02 19:02:58 main:574] : INFO : Epoch 1972 | loss: 0.0311516 | val_loss: 0.0311683 | Time: 5315.44 ms
[2022-04-02 19:03:03 main:574] : INFO : Epoch 1973 | loss: 0.0311487 | val_loss: 0.0311693 | Time: 5355.83 ms
[2022-04-02 19:03:09 main:574] : INFO : Epoch 1974 | loss: 0.0311496 | val_loss: 0.0311697 | Time: 5345.76 ms
[2022-04-02 19:03:14 main:574] : INFO : Epoch 1975 | loss: 0.031154 | val_loss: 0.0311647 | Time: 5323.92 ms
[2022-04-02 19:03:19 main:574] : INFO : Epoch 1976 | loss: 0.0311492 | val_loss: 0.0311726 | Time: 5313.91 ms
[2022-04-02 19:03:25 main:574] : INFO : Epoch 1977 | loss: 0.0311526 | val_loss: 0.0311735 | Time: 5340.11 ms
[2022-04-02 19:03:30 main:574] : INFO : Epoch 1978 | loss: 0.031151 | val_loss: 0.03117 | Time: 5357.11 ms
[2022-04-02 19:03:35 main:574] : INFO : Epoch 1979 | loss: 0.031152 | val_loss: 0.0311698 | Time: 5327.98 ms
[2022-04-02 19:03:41 main:574] : INFO : Epoch 1980 | loss: 0.0311501 | val_loss: 0.0311732 | Time: 5359.19 ms
[2022-04-02 19:03:46 main:574] : INFO : Epoch 1981 | loss: 0.0311552 | val_loss: 0.0311662 | Time: 5355.69 ms
[2022-04-02 19:03:51 main:574] : INFO : Epoch 1982 | loss: 0.0311506 | val_loss: 0.0311693 | Time: 5315.95 ms
[2022-04-02 19:03:57 main:574] : INFO : Epoch 1983 | loss: 0.0311543 | val_loss: 0.0311792 | Time: 5328.13 ms
[2022-04-02 19:04:02 main:574] : INFO : Epoch 1984 | loss: 0.0325925 | val_loss: 0.0465273 | Time: 5323.38 ms
[2022-04-02 19:04:07 main:574] : INFO : Epoch 1985 | loss: 0.0352954 | val_loss: 0.0315264 | Time: 5333.15 ms
[2022-04-02 19:04:13 main:574] : INFO : Epoch 1986 | loss: 0.0315335 | val_loss: 0.0313131 | Time: 5330.44 ms
[2022-04-02 19:04:18 main:574] : INFO : Epoch 1987 | loss: 0.0312972 | val_loss: 0.0312683 | Time: 5366.05 ms
[2022-04-02 19:04:23 main:574] : INFO : Epoch 1988 | loss: 0.0312557 | val_loss: 0.0312485 | Time: 5312.76 ms
[2022-04-02 19:04:29 main:574] : INFO : Epoch 1989 | loss: 0.0312463 | val_loss: 0.0312416 | Time: 5332.46 ms
[2022-04-02 19:04:34 main:574] : INFO : Epoch 1990 | loss: 0.0312415 | val_loss: 0.0312365 | Time: 5339.42 ms
[2022-04-02 19:04:39 main:574] : INFO : Epoch 1991 | loss: 0.0312366 | val_loss: 0.0312307 | Time: 5328.84 ms
[2022-04-02 19:04:45 main:574] : INFO : Epoch 1992 | loss: 0.0312314 | val_loss: 0.0312251 | Time: 5325.86 ms
[2022-04-02 19:04:50 main:574] : INFO : Epoch 1993 | loss: 0.0312285 | val_loss: 0.0312202 | Time: 5330.1 ms
[2022-04-02 19:04:55 main:574] : INFO : Epoch 1994 | loss: 0.0312222 | val_loss: 0.0312156 | Time: 5337.15 ms
[2022-04-02 19:05:01 main:574] : INFO : Epoch 1995 | loss: 0.0312154 | val_loss: 0.0312087 | Time: 5339.71 ms
[2022-04-02 19:05:06 main:574] : INFO : Epoch 1996 | loss: 0.0312085 | val_loss: 0.0312031 | Time: 5332.01 ms
[2022-04-02 19:05:11 main:574] : INFO : Epoch 1997 | loss: 0.0312022 | val_loss: 0.0311993 | Time: 5342.04 ms
[2022-04-02 19:05:17 main:574] : INFO : Epoch 1998 | loss: 0.0311987 | val_loss: 0.0311982 | Time: 5328.42 ms
[2022-04-02 19:05:22 main:574] : INFO : Epoch 1999 | loss: 0.0311947 | val_loss: 0.0312009 | Time: 5331.93 ms
[2022-04-02 19:05:27 main:574] : INFO : Epoch 2000 | loss: 0.0311925 | val_loss: 0.0311981 | Time: 5329.58 ms
[2022-04-02 19:05:33 main:574] : INFO : Epoch 2001 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 5312.16 ms
[2022-04-02 19:05:38 main:574] : INFO : Epoch 2002 | loss: 0.0311848 | val_loss: 0.0311818 | Time: 5323.5 ms
[2022-04-02 19:05:43 main:574] : INFO : Epoch 2003 | loss: 0.0311811 | val_loss: 0.0311822 | Time: 5328.54 ms
[2022-04-02 19:05:49 main:574] : INFO : Epoch 2004 | loss: 0.0311799 | val_loss: 0.0311857 | Time: 5325.45 ms
[2022-04-02 19:05:54 main:574] : INFO : Epoch 2005 | loss: 0.0311856 | val_loss: 0.0312007 | Time: 5330.66 ms
[2022-04-02 19:05:59 main:574] : INFO : Epoch 2006 | loss: 0.0311812 | val_loss: 0.0311787 | Time: 5320.68 ms
[2022-04-02 19:06:05 main:574] : INFO : Epoch 2007 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 5317.9 ms
[2022-04-02 19:06:10 main:574] : INFO : Epoch 2008 | loss: 0.0311718 | val_loss: 0.0311772 | Time: 5346.64 ms
[2022-04-02 19:06:15 main:574] : INFO : Epoch 2009 | loss: 0.0311709 | val_loss: 0.0311828 | Time: 5333.93 ms
[2022-04-02 19:06:21 main:574] : INFO : Epoch 2010 | loss: 0.0311718 | val_loss: 0.0311803 | Time: 5309.65 ms
[2022-04-02 19:06:26 main:574] : INFO : Epoch 2011 | loss: 0.0311711 | val_loss: 0.0311845 | Time: 5331.6 ms
[2022-04-02 19:06:31 main:574] : INFO : Epoch 2012 | loss: 0.0311696 | val_loss: 0.0311836 | Time: 5324.21 ms
[2022-04-02 19:06:37 main:574] : INFO : Epoch 2013 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 5319.67 ms
[2022-04-02 19:06:42 main:574] : INFO : Epoch 2014 | loss: 0.03118 | val_loss: 0.031178 | Time: 5363.67 ms
[2022-04-02 19:06:48 main:574] : INFO : Epoch 2015 | loss: 0.0311725 | val_loss: 0.0311756 | Time: 5345.65 ms
[2022-04-02 19:06:53 main:574] : INFO : Epoch 2016 | loss: 0.0311688 | val_loss: 0.0311754 | Time: 5321.71 ms
[2022-04-02 19:06:58 main:574] : INFO : Epoch 2017 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 5348.05 ms
[2022-04-02 19:07:04 main:574] : INFO : Epoch 2018 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 5319.09 ms
[2022-04-02 19:07:09 main:574] : INFO : Epoch 2019 | loss: 0.0311669 | val_loss: 0.0311772 | Time: 5323.63 ms
[2022-04-02 19:07:14 main:574] : INFO : Epoch 2020 | loss: 0.0311656 | val_loss: 0.0311812 | Time: 5342.13 ms
[2022-04-02 19:07:20 main:574] : INFO : Epoch 2021 | loss: 0.0311668 | val_loss: 0.0311736 | Time: 5330.73 ms
[2022-04-02 19:07:25 main:574] : INFO : Epoch 2022 | loss: 0.0311671 | val_loss: 0.031173 | Time: 5332.67 ms
[2022-04-02 19:07:30 main:574] : INFO : Epoch 2023 | loss: 0.0311694 | val_loss: 0.031173 | Time: 5332.75 ms
[2022-04-02 19:07:36 main:574] : INFO : Epoch 2024 | loss: 0.0311668 | val_loss: 0.031172 | Time: 5323.96 ms
[2022-04-02 19:07:41 main:574] : INFO : Epoch 2025 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 5343.54 ms
[2022-04-02 19:07:46 main:574] : INFO : Epoch 2026 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 5333.18 ms
[2022-04-02 19:07:52 main:574] : INFO : Epoch 2027 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 5340.43 ms
[2022-04-02 19:07:57 main:574] : INFO : Epoch 2028 | loss: 0.0311867 | val_loss: 0.0311761 | Time: 5361.15 ms
[2022-04-02 19:08:02 main:574] : INFO : Epoch 2029 | loss: 0.0311866 | val_loss: 0.0311822 | Time: 5341.49 ms
[2022-04-02 19:08:08 main:574] : INFO : Epoch 2030 | loss: 0.0311869 | val_loss: 0.0311908 | Time: 5318.52 ms
[2022-04-02 19:08:13 main:574] : INFO : Epoch 2031 | loss: 0.0311892 | val_loss: 0.0311827 | Time: 5338.71 ms
[2022-04-02 19:08:18 main:574] : INFO : Epoch 2032 | loss: 0.0311891 | val_loss: 0.0311877 | Time: 5322.3 ms
[2022-04-02 19:08:24 main:574] : INFO : Epoch 2033 | loss: 0.0311851 | val_loss: 0.0311815 | Time: 5322.98 ms
[2022-04-02 19:08:29 main:574] : INFO : Epoch 2034 | loss: 0.0311841 | val_loss: 0.0311798 | Time: 5350.42 ms
[2022-04-02 19:08:34 main:574] : INFO : Epoch 2035 | loss: 0.0311799 | val_loss: 0.0311774 | Time: 5336.74 ms
[2022-04-02 19:08:40 main:574] : INFO : Epoch 2036 | loss: 0.0311777 | val_loss: 0.0311854 | Time: 5341.28 ms
[2022-04-02 19:08:45 main:574] : INFO : Epoch 2037 | loss: 0.0311866 | val_loss: 0.0311864 | Time: 5326.27 ms
[2022-04-02 19:08:50 main:574] : INFO : Epoch 2038 | loss: 0.031187 | val_loss: 0.0311871 | Time: 5340.59 ms
[2022-04-02 19:08:56 main:574] : INFO : Epoch 2039 | loss: 0.0311868 | val_loss: 0.0311836 | Time: 5341.52 ms
[2022-04-02 19:09:01 main:574] : INFO : Epoch 2040 | loss: 0.031184 | val_loss: 0.0311832 | Time: 5305.4 ms
[2022-04-02 19:09:06 main:574] : INFO : Epoch 2041 | loss: 0.0311876 | val_loss: 0.031193 | Time: 5331.27 ms
[2022-04-02 19:09:12 main:574] : INFO : Epoch 2042 | loss: 0.0311879 | val_loss: 0.0311808 | Time: 5321.67 ms
[2022-04-02 19:09:17 main:574] : INFO : Epoch 2043 | loss: 0.0311799 | val_loss: 0.0311912 | Time: 5339.13 ms
[2022-04-02 19:09:22 main:574] : INFO : Epoch 2044 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 5327.51 ms
[2022-04-02 19:09:28 main:574] : INFO : Epoch 2045 | loss: 0.0311802 | val_loss: 0.0311846 | Time: 5340.5 ms
[2022-04-02 19:09:33 main:574] : INFO : Epoch 2046 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 5338.47 ms
[2022-04-02 19:09:39 main:574] : INFO : Epoch 2047 | loss: 0.0311803 | val_loss: 0.031195 | Time: 5344.18 ms
[2022-04-02 19:09:44 main:574] : INFO : Epoch 2048 | loss: 0.0311842 | val_loss: 0.0311847 | Time: 5346.67 ms
[2022-04-02 19:09:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311847
[2022-04-02 19:09:44 main:603] : INFO : Saving end state to config to file
[2022-04-02 19:09:44 main:608] : INFO : Success, exiting..
19:09:44 (7304): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)