Task 12174715
| Name | ParityModified-1639954161-31411-3-0_1 |
| Workunit | 8658272 |
| Created | 27 Feb 2022, 17:04:19 UTC |
| Sent | 27 Feb 2022, 17:04:31 UTC |
| Report deadline | 7 Mar 2022, 17:04:31 UTC |
| Received | 3 Mar 2022, 0:01:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18919 |
| Run time | 55 min 22 sec |
| CPU time | 54 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,374.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 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 1611 | loss: 0.0311666 | val_loss: 0.03117 | Time: 1605.17 ms
[2022-03-02 07:28:00 main:574] : INFO : Epoch 1612 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 1567.62 ms
[2022-03-02 07:28:02 main:574] : INFO : Epoch 1613 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 1565.11 ms
[2022-03-02 07:28:04 main:574] : INFO : Epoch 1614 | loss: 0.031164 | val_loss: 0.0311696 | Time: 1556.88 ms
[2022-03-02 07:28:05 main:574] : INFO : Epoch 1615 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 1554.56 ms
[2022-03-02 07:28:07 main:574] : INFO : Epoch 1616 | loss: 0.0311642 | val_loss: 0.0311697 | Time: 1584.56 ms
[2022-03-02 07:28:08 main:574] : INFO : Epoch 1617 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 1588.82 ms
[2022-03-02 07:28:10 main:574] : INFO : Epoch 1618 | loss: 0.0311636 | val_loss: 0.0311672 | Time: 1593.7 ms
[2022-03-02 07:28:12 main:574] : INFO : Epoch 1619 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 1593.41 ms
[2022-03-02 07:28:13 main:574] : INFO : Epoch 1620 | loss: 0.0311652 | val_loss: 0.0311696 | Time: 1578.24 ms
[2022-03-02 07:28:15 main:574] : INFO : Epoch 1621 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 1593.69 ms
[2022-03-02 07:28:16 main:574] : INFO : Epoch 1622 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 1593.04 ms
[2022-03-02 07:28:18 main:574] : INFO : Epoch 1623 | loss: 0.0311629 | val_loss: 0.0311697 | Time: 1605.31 ms
[2022-03-02 07:28:20 main:574] : INFO : Epoch 1624 | loss: 0.0311634 | val_loss: 0.0311716 | Time: 1617.25 ms
[2022-03-02 07:28:21 main:574] : INFO : Epoch 1625 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 1630.04 ms
[2022-03-02 07:28:23 main:574] : INFO : Epoch 1626 | loss: 0.0311631 | val_loss: 0.0311682 | Time: 1616.9 ms
[2022-03-02 07:28:24 main:574] : INFO : Epoch 1627 | loss: 0.031162 | val_loss: 0.0311707 | Time: 1601.09 ms
[2022-03-02 07:28:26 main:574] : INFO : Epoch 1628 | loss: 0.0311642 | val_loss: 0.0311684 | Time: 1574.53 ms
[2022-03-02 07:28:28 main:574] : INFO : Epoch 1629 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 1611.72 ms
[2022-03-02 07:28:29 main:574] : INFO : Epoch 1630 | loss: 0.0311632 | val_loss: 0.0311719 | Time: 1627.44 ms
[2022-03-02 07:28:31 main:574] : INFO : Epoch 1631 | loss: 0.0311714 | val_loss: 0.0311854 | Time: 1581.21 ms
[2022-03-02 07:28:32 main:574] : INFO : Epoch 1632 | loss: 0.0311735 | val_loss: 0.0311744 | Time: 1590.61 ms
[2022-03-02 07:28:34 main:574] : INFO : Epoch 1633 | loss: 0.0311663 | val_loss: 0.0311723 | Time: 1600.49 ms
[2022-03-02 07:28:36 main:574] : INFO : Epoch 1634 | loss: 0.0311643 | val_loss: 0.031169 | Time: 1633.93 ms
[2022-03-02 07:28:37 main:574] : INFO : Epoch 1635 | loss: 0.0311634 | val_loss: 0.031171 | Time: 1589.27 ms
[2022-03-02 07:28:39 main:574] : INFO : Epoch 1636 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 1599.74 ms
[2022-03-02 07:28:41 main:574] : INFO : Epoch 1637 | loss: 0.0311618 | val_loss: 0.0311716 | Time: 1656.58 ms
[2022-03-02 07:28:42 main:574] : INFO : Epoch 1638 | loss: 0.0311637 | val_loss: 0.0311734 | Time: 1603.26 ms
[2022-03-02 07:28:44 main:574] : INFO : Epoch 1639 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 1634.73 ms
[2022-03-02 07:28:45 main:574] : INFO : Epoch 1640 | loss: 0.0311599 | val_loss: 0.0311722 | Time: 1589.15 ms
[2022-03-02 07:28:47 main:574] : INFO : Epoch 1641 | loss: 0.0311597 | val_loss: 0.0311704 | Time: 1602.09 ms
[2022-03-02 07:28:49 main:574] : INFO : Epoch 1642 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 1631.48 ms
[2022-03-02 07:28:50 main:574] : INFO : Epoch 1643 | loss: 0.0311614 | val_loss: 0.0311727 | Time: 1626.51 ms
[2022-03-02 07:28:52 main:574] : INFO : Epoch 1644 | loss: 0.0311621 | val_loss: 0.031172 | Time: 1583.5 ms
[2022-03-02 07:28:53 main:574] : INFO : Epoch 1645 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 1589.56 ms
[2022-03-02 07:28:55 main:574] : INFO : Epoch 1646 | loss: 0.0311606 | val_loss: 0.0311716 | Time: 1596.47 ms
[2022-03-02 07:28:57 main:574] : INFO : Epoch 1647 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 1641.82 ms
[2022-03-02 07:28:58 main:574] : INFO : Epoch 1648 | loss: 0.0311596 | val_loss: 0.03117 | Time: 1640.02 ms
[2022-03-02 07:29:00 main:574] : INFO : Epoch 1649 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 1575.09 ms
[2022-03-02 07:29:01 main:574] : INFO : Epoch 1650 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 1576.22 ms
[2022-03-02 07:29:03 main:574] : INFO : Epoch 1651 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 1599.55 ms
[2022-03-02 07:29:05 main:574] : INFO : Epoch 1652 | loss: 0.0311598 | val_loss: 0.031172 | Time: 1637.17 ms
[2022-03-02 07:29:06 main:574] : INFO : Epoch 1653 | loss: 0.0311596 | val_loss: 0.0311746 | Time: 1577.49 ms
[2022-03-02 07:29:08 main:574] : INFO : Epoch 1654 | loss: 0.0311603 | val_loss: 0.0311737 | Time: 1636.94 ms
[2022-03-02 07:29:10 main:574] : INFO : Epoch 1655 | loss: 0.0311593 | val_loss: 0.0311732 | Time: 1651.3 ms
[2022-03-02 07:29:11 main:574] : INFO : Epoch 1656 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 1596.02 ms
[2022-03-02 07:29:13 main:574] : INFO : Epoch 1657 | loss: 0.0311587 | val_loss: 0.0311708 | Time: 1578.55 ms
[2022-03-02 07:29:14 main:574] : INFO : Epoch 1658 | loss: 0.0311587 | val_loss: 0.0311699 | Time: 1643.27 ms
[2022-03-02 07:29:16 main:574] : INFO : Epoch 1659 | loss: 0.0311593 | val_loss: 0.031171 | Time: 1610.56 ms
[2022-03-02 07:29:18 main:574] : INFO : Epoch 1660 | loss: 0.031159 | val_loss: 0.0311699 | Time: 1609.2 ms
[2022-03-02 07:29:29 main:574] : INFO : Epoch 1661 | loss: 0.0311585 | val_loss: 0.0311696 | Time: 11653.6 ms
[2022-03-02 07:29:31 main:574] : INFO : Epoch 1662 | loss: 0.0311584 | val_loss: 0.0311714 | Time: 1591.5 ms
[2022-03-02 07:29:32 main:574] : INFO : Epoch 1663 | loss: 0.03116 | val_loss: 0.0311733 | Time: 1580.54 ms
[2022-03-02 07:29:34 main:574] : INFO : Epoch 1664 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 1584.34 ms
[2022-03-02 07:29:36 main:574] : INFO : Epoch 1665 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 1569.79 ms
[2022-03-02 07:29:37 main:574] : INFO : Epoch 1666 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 1601.44 ms
[2022-03-02 07:29:39 main:574] : INFO : Epoch 1667 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 1594.59 ms
[2022-03-02 07:29:40 main:574] : INFO : Epoch 1668 | loss: 0.0311574 | val_loss: 0.0311704 | Time: 1592.97 ms
[2022-03-02 07:29:42 main:574] : INFO : Epoch 1669 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 1613.59 ms
[2022-03-02 07:29:44 main:574] : INFO : Epoch 1670 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 1590.69 ms
[2022-03-02 07:29:45 main:574] : INFO : Epoch 1671 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 1627.09 ms
[2022-03-02 07:29:47 main:574] : INFO : Epoch 1672 | loss: 0.0311602 | val_loss: 0.0311708 | Time: 1617.05 ms
[2022-03-02 07:29:48 main:574] : INFO : Epoch 1673 | loss: 0.0311602 | val_loss: 0.0311699 | Time: 1623.55 ms
[2022-03-02 07:29:50 main:574] : INFO : Epoch 1674 | loss: 0.0311621 | val_loss: 0.0311716 | Time: 1631.19 ms
[2022-03-02 07:29:52 main:574] : INFO : Epoch 1675 | loss: 0.0311605 | val_loss: 0.0311701 | Time: 1607.05 ms
[2022-03-02 07:29:53 main:574] : INFO : Epoch 1676 | loss: 0.0311611 | val_loss: 0.0311688 | Time: 1579.31 ms
[2022-03-02 07:29:55 main:574] : INFO : Epoch 1677 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 1600.3 ms
[2022-03-02 07:29:57 main:574] : INFO : Epoch 1678 | loss: 0.0311615 | val_loss: 0.0311692 | Time: 1629.46 ms
[2022-03-02 07:29:58 main:574] : INFO : Epoch 1679 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 1588.67 ms
[2022-03-02 07:30:00 main:574] : INFO : Epoch 1680 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 1611.7 ms
[2022-03-02 07:30:01 main:574] : INFO : Epoch 1681 | loss: 0.0311644 | val_loss: 0.0311729 | Time: 1612.93 ms
[2022-03-02 07:30:03 main:574] : INFO : Epoch 1682 | loss: 0.031165 | val_loss: 0.0311717 | Time: 1603.66 ms
[2022-03-02 07:30:05 main:574] : INFO : Epoch 1683 | loss: 0.0311629 | val_loss: 0.0311742 | Time: 1579.67 ms
[2022-03-02 07:30:06 main:574] : INFO : Epoch 1684 | loss: 0.0311634 | val_loss: 0.0311715 | Time: 1582.83 ms
[2022-03-02 07:30:08 main:574] : INFO : Epoch 1685 | loss: 0.0311626 | val_loss: 0.0311724 | Time: 1603.88 ms
[2022-03-02 07:30:09 main:574] : INFO : Epoch 1686 | loss: 0.0311638 | val_loss: 0.0311754 | Time: 1595.47 ms
[2022-03-02 07:30:11 main:574] : INFO : Epoch 1687 | loss: 0.0311634 | val_loss: 0.0311812 | Time: 1636.78 ms
[2022-03-02 07:30:13 main:574] : INFO : Epoch 1688 | loss: 0.0311619 | val_loss: 0.0311731 | Time: 1584.93 ms
[2022-03-02 07:30:14 main:574] : INFO : Epoch 1689 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 1636.91 ms
[2022-03-02 07:30:16 main:574] : INFO : Epoch 1690 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 1610.26 ms
[2022-03-02 07:30:17 main:574] : INFO : Epoch 1691 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 1624.28 ms
[2022-03-02 07:30:19 main:574] : INFO : Epoch 1692 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 1613.23 ms
[2022-03-02 07:30:21 main:574] : INFO : Epoch 1693 | loss: 0.031163 | val_loss: 0.0311693 | Time: 1649.8 ms
[2022-03-02 07:30:22 main:574] : INFO : Epoch 1694 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1612.36 ms
[2022-03-02 07:30:24 main:574] : INFO : Epoch 1695 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 1639.38 ms
[2022-03-02 07:30:26 main:574] : INFO : Epoch 1696 | loss: 0.031159 | val_loss: 0.0311716 | Time: 1634.22 ms
[2022-03-02 07:30:27 main:574] : INFO : Epoch 1697 | loss: 0.0311592 | val_loss: 0.0311712 | Time: 1619.82 ms
[2022-03-02 07:30:29 main:574] : INFO : Epoch 1698 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 1584.96 ms
[2022-03-02 07:30:30 main:574] : INFO : Epoch 1699 | loss: 0.0311609 | val_loss: 0.0311739 | Time: 1638.6 ms
[2022-03-02 07:30:32 main:574] : INFO : Epoch 1700 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 1609.66 ms
[2022-03-02 07:30:34 main:574] : INFO : Epoch 1701 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 1607.45 ms
[2022-03-02 07:30:35 main:574] : INFO : Epoch 1702 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 1618.86 ms
[2022-03-02 07:30:37 main:574] : INFO : Epoch 1703 | loss: 0.0311793 | val_loss: 0.0311771 | Time: 1591.74 ms
[2022-03-02 07:30:48 main:574] : INFO : Epoch 1704 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 11596.3 ms
[2022-03-02 07:30:50 main:574] : INFO : Epoch 1705 | loss: 0.0311756 | val_loss: 0.0311763 | Time: 1591.89 ms
[2022-03-02 07:30:52 main:574] : INFO : Epoch 1706 | loss: 0.0311755 | val_loss: 0.0311781 | Time: 1582.33 ms
[2022-03-02 07:30:53 main:574] : INFO : Epoch 1707 | loss: 0.0311789 | val_loss: 0.0311792 | Time: 1582.54 ms
[2022-03-02 07:30:55 main:574] : INFO : Epoch 1708 | loss: 0.0311796 | val_loss: 0.0311783 | Time: 1582.62 ms
[2022-03-02 07:30:56 main:574] : INFO : Epoch 1709 | loss: 0.031176 | val_loss: 0.0311757 | Time: 1591 ms
[2022-03-02 07:30:58 main:574] : INFO : Epoch 1710 | loss: 0.0311753 | val_loss: 0.0311754 | Time: 1578.58 ms
[2022-03-02 07:31:00 main:574] : INFO : Epoch 1711 | loss: 0.0311746 | val_loss: 0.0311784 | Time: 1615.86 ms
[2022-03-02 07:31:01 main:574] : INFO : Epoch 1712 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 1586.47 ms
[2022-03-02 07:31:03 main:574] : INFO : Epoch 1713 | loss: 0.031172 | val_loss: 0.0311758 | Time: 1591.97 ms
[2022-03-02 07:31:04 main:574] : INFO : Epoch 1714 | loss: 0.0311719 | val_loss: 0.031176 | Time: 1599.29 ms
[2022-03-02 07:31:06 main:574] : INFO : Epoch 1715 | loss: 0.0311713 | val_loss: 0.031177 | Time: 1584.15 ms
[2022-03-02 07:31:08 main:574] : INFO : Epoch 1716 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 1592.99 ms
[2022-03-02 07:31:09 main:574] : INFO : Epoch 1717 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 1625.04 ms
[2022-03-02 07:31:11 main:574] : INFO : Epoch 1718 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 1592.5 ms
[2022-03-02 07:31:12 main:574] : INFO : Epoch 1719 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 1621.47 ms
[2022-03-02 07:31:14 main:574] : INFO : Epoch 1720 | loss: 0.0311719 | val_loss: 0.0311741 | Time: 1613.41 ms
[2022-03-02 07:31:16 main:574] : INFO : Epoch 1721 | loss: 0.0311712 | val_loss: 0.0311745 | Time: 1603.52 ms
[2022-03-02 07:31:17 main:574] : INFO : Epoch 1722 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1624.11 ms
[2022-03-02 07:31:39 main:574] : INFO : Epoch 1723 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 21750.6 ms
[2022-03-02 07:31:41 main:574] : INFO : Epoch 1724 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 1613.04 ms
[2022-03-02 07:31:42 main:574] : INFO : Epoch 1725 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 1605.06 ms
[2022-03-02 07:31:44 main:574] : INFO : Epoch 1726 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 1577.28 ms
[2022-03-02 07:31:45 main:574] : INFO : Epoch 1727 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 1609.17 ms
[2022-03-02 07:31:47 main:574] : INFO : Epoch 1728 | loss: 0.0311681 | val_loss: 0.031173 | Time: 1612.35 ms
[2022-03-02 07:31:49 main:574] : INFO : Epoch 1729 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 1579.57 ms
[2022-03-02 07:31:50 main:574] : INFO : Epoch 1730 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 1588.93 ms
[2022-03-02 07:31:52 main:574] : INFO : Epoch 1731 | loss: 0.0311702 | val_loss: 0.0311741 | Time: 1602.38 ms
[2022-03-02 07:31:53 main:574] : INFO : Epoch 1732 | loss: 0.0311719 | val_loss: 0.0311744 | Time: 1602.36 ms
[2022-03-02 07:31:55 main:574] : INFO : Epoch 1733 | loss: 0.03117 | val_loss: 0.0311731 | Time: 1612.65 ms
[2022-03-02 07:31:57 main:574] : INFO : Epoch 1734 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 1577.43 ms
[2022-03-02 07:31:58 main:574] : INFO : Epoch 1735 | loss: 0.0311681 | val_loss: 0.0311737 | Time: 1608.66 ms
[2022-03-02 07:32:00 main:574] : INFO : Epoch 1736 | loss: 0.0311686 | val_loss: 0.031175 | Time: 1581.24 ms
[2022-03-02 07:32:01 main:574] : INFO : Epoch 1737 | loss: 0.0311692 | val_loss: 0.0311768 | Time: 1609.92 ms
[2022-03-02 07:32:03 main:574] : INFO : Epoch 1738 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 1609.01 ms
[2022-03-02 07:32:05 main:574] : INFO : Epoch 1739 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 1610.3 ms
[2022-03-02 07:32:06 main:574] : INFO : Epoch 1740 | loss: 0.0311677 | val_loss: 0.0311765 | Time: 1599.71 ms
[2022-03-02 07:32:08 main:574] : INFO : Epoch 1741 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1601.79 ms
[2022-03-02 07:32:29 main:574] : INFO : Epoch 1742 | loss: 0.031166 | val_loss: 0.0311747 | Time: 21611.4 ms
[2022-03-02 07:32:31 main:574] : INFO : Epoch 1743 | loss: 0.0311653 | val_loss: 0.0311754 | Time: 1606.19 ms
[2022-03-02 07:32:33 main:574] : INFO : Epoch 1744 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 1582.47 ms
[2022-03-02 07:32:34 main:574] : INFO : Epoch 1745 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 1598.04 ms
[2022-03-02 07:32:36 main:574] : INFO : Epoch 1746 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 1583.66 ms
[2022-03-02 07:32:37 main:574] : INFO : Epoch 1747 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 1591.5 ms
[2022-03-02 07:32:39 main:574] : INFO : Epoch 1748 | loss: 0.0311653 | val_loss: 0.0311811 | Time: 1573.89 ms
[2022-03-02 07:32:41 main:574] : INFO : Epoch 1749 | loss: 0.031169 | val_loss: 0.0311754 | Time: 1621.69 ms
[2022-03-02 07:32:42 main:574] : INFO : Epoch 1750 | loss: 0.0311694 | val_loss: 0.0311842 | Time: 1573.19 ms
[2022-03-02 07:32:44 main:574] : INFO : Epoch 1751 | loss: 0.0311696 | val_loss: 0.0311791 | Time: 1568.04 ms
[2022-03-02 07:32:45 main:574] : INFO : Epoch 1752 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 1605.06 ms
[2022-03-02 07:32:47 main:574] : INFO : Epoch 1753 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 1618.96 ms
[2022-03-02 07:32:49 main:574] : INFO : Epoch 1754 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 1591.95 ms
[2022-03-02 07:32:50 main:574] : INFO : Epoch 1755 | loss: 0.0311686 | val_loss: 0.0311751 | Time: 1581.21 ms
[2022-03-02 07:32:52 main:574] : INFO : Epoch 1756 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 1590.49 ms
[2022-03-02 07:32:53 main:574] : INFO : Epoch 1757 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 1611.43 ms
[2022-03-02 07:32:55 main:574] : INFO : Epoch 1758 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 1570.2 ms
[2022-03-02 07:32:57 main:574] : INFO : Epoch 1759 | loss: 0.0311671 | val_loss: 0.0311749 | Time: 1582.53 ms
[2022-03-02 07:32:58 main:574] : INFO : Epoch 1760 | loss: 0.031166 | val_loss: 0.0311724 | Time: 1587.89 ms
[2022-03-02 07:33:00 main:574] : INFO : Epoch 1761 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 1596.58 ms
[2022-03-02 07:33:01 main:574] : INFO : Epoch 1762 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 1575.76 ms
[2022-03-02 07:33:03 main:574] : INFO : Epoch 1763 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 1623.58 ms
[2022-03-02 07:33:05 main:574] : INFO : Epoch 1764 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 1602.83 ms
[2022-03-02 07:33:06 main:574] : INFO : Epoch 1765 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 1603.08 ms
[2022-03-02 07:33:08 main:574] : INFO : Epoch 1766 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 1596.87 ms
[2022-03-02 07:33:09 main:574] : INFO : Epoch 1767 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 1626.03 ms
[2022-03-02 07:33:11 main:574] : INFO : Epoch 1768 | loss: 0.031166 | val_loss: 0.0311716 | Time: 1601.62 ms
[2022-03-02 07:33:13 main:574] : INFO : Epoch 1769 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 1623.81 ms
[2022-03-02 07:33:14 main:574] : INFO : Epoch 1770 | loss: 0.0311661 | val_loss: 0.031172 | Time: 1568.62 ms
[2022-03-02 07:33:16 main:574] : INFO : Epoch 1771 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 1605.05 ms
[2022-03-02 07:33:17 main:574] : INFO : Epoch 1772 | loss: 0.0311663 | val_loss: 0.031174 | Time: 1605.98 ms
[2022-03-02 07:33:39 main:574] : INFO : Epoch 1773 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 21728.2 ms
[2022-03-02 07:33:41 main:574] : INFO : Epoch 1774 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 1593.01 ms
[2022-03-02 07:33:42 main:574] : INFO : Epoch 1775 | loss: 0.031164 | val_loss: 0.0311733 | Time: 1588.31 ms
[2022-03-02 07:33:44 main:574] : INFO : Epoch 1776 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 1597 ms
[2022-03-02 07:33:46 main:574] : INFO : Epoch 1777 | loss: 0.0311652 | val_loss: 0.0311724 | Time: 1597.15 ms
[2022-03-02 07:33:47 main:574] : INFO : Epoch 1778 | loss: 0.0311652 | val_loss: 0.0311725 | Time: 1587.53 ms
[2022-03-02 07:33:49 main:574] : INFO : Epoch 1779 | loss: 0.0311655 | val_loss: 0.031173 | Time: 1601.89 ms
[2022-03-02 07:33:50 main:574] : INFO : Epoch 1780 | loss: 0.0311638 | val_loss: 0.031172 | Time: 1579.76 ms
[2022-03-02 07:33:52 main:574] : INFO : Epoch 1781 | loss: 0.0311634 | val_loss: 0.031174 | Time: 1568.29 ms
[2022-03-02 07:33:53 main:574] : INFO : Epoch 1782 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 1594.45 ms
[2022-03-02 07:33:55 main:574] : INFO : Epoch 1783 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 1585.08 ms
[2022-03-02 07:33:57 main:574] : INFO : Epoch 1784 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 1576.17 ms
[2022-03-02 07:33:58 main:574] : INFO : Epoch 1785 | loss: 0.0311644 | val_loss: 0.0311769 | Time: 1584.13 ms
[2022-03-02 07:34:00 main:574] : INFO : Epoch 1786 | loss: 0.0311671 | val_loss: 0.0311726 | Time: 1582.32 ms
[2022-03-02 07:34:01 main:574] : INFO : Epoch 1787 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1569 ms
[2022-03-02 07:34:03 main:574] : INFO : Epoch 1788 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 1597.67 ms
[2022-03-02 07:34:05 main:574] : INFO : Epoch 1789 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 1585.58 ms
[2022-03-02 07:34:06 main:574] : INFO : Epoch 1790 | loss: 0.0311629 | val_loss: 0.0311712 | Time: 1627.32 ms
[2022-03-02 07:34:08 main:574] : INFO : Epoch 1791 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1613.35 ms
[2022-03-02 07:34:09 main:574] : INFO : Epoch 1792 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 1618.16 ms
[2022-03-02 07:34:11 main:574] : INFO : Epoch 1793 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 1563.89 ms
[2022-03-02 07:34:13 main:574] : INFO : Epoch 1794 | loss: 0.0311665 | val_loss: 0.0311748 | Time: 1581.12 ms
[2022-03-02 07:34:14 main:574] : INFO : Epoch 1795 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 1602.05 ms
[2022-03-02 07:34:16 main:574] : INFO : Epoch 1796 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 1637.21 ms
[2022-03-02 07:34:17 main:574] : INFO : Epoch 1797 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 1612.46 ms
[2022-03-02 07:34:19 main:574] : INFO : Epoch 1798 | loss: 0.031168 | val_loss: 0.0311732 | Time: 1588.47 ms
[2022-03-02 07:34:21 main:574] : INFO : Epoch 1799 | loss: 0.0311665 | val_loss: 0.031172 | Time: 1578.35 ms
[2022-03-02 07:34:22 main:574] : INFO : Epoch 1800 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 1592.17 ms
[2022-03-02 07:34:24 main:574] : INFO : Epoch 1801 | loss: 0.0311649 | val_loss: 0.0311717 | Time: 1571.61 ms
[2022-03-02 07:34:25 main:574] : INFO : Epoch 1802 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 1603.01 ms
[2022-03-02 07:34:27 main:574] : INFO : Epoch 1803 | loss: 0.0311631 | val_loss: 0.0311717 | Time: 1615.67 ms
[2022-03-02 07:34:29 main:574] : INFO : Epoch 1804 | loss: 0.0311629 | val_loss: 0.0311724 | Time: 1599.86 ms
[2022-03-02 07:34:40 main:574] : INFO : Epoch 1805 | loss: 0.0311626 | val_loss: 0.0311729 | Time: 11586.4 ms
[2022-03-02 07:34:42 main:574] : INFO : Epoch 1806 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 1620.72 ms
[2022-03-02 07:34:43 main:574] : INFO : Epoch 1807 | loss: 0.0311646 | val_loss: 0.031173 | Time: 1592.26 ms
[2022-03-02 07:34:45 main:574] : INFO : Epoch 1808 | loss: 0.0311684 | val_loss: 0.0311767 | Time: 1643.06 ms
[2022-03-02 07:34:47 main:574] : INFO : Epoch 1809 | loss: 0.0311675 | val_loss: 0.0311725 | Time: 1586.31 ms
[2022-03-02 07:34:48 main:574] : INFO : Epoch 1810 | loss: 0.0311678 | val_loss: 0.031174 | Time: 1583.72 ms
[2022-03-02 07:34:50 main:574] : INFO : Epoch 1811 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 1583.93 ms
[2022-03-02 07:34:51 main:574] : INFO : Epoch 1812 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 1586.98 ms
[2022-03-02 07:34:53 main:574] : INFO : Epoch 1813 | loss: 0.0311669 | val_loss: 0.0311801 | Time: 1627.64 ms
[2022-03-02 07:34:55 main:574] : INFO : Epoch 1814 | loss: 0.0311771 | val_loss: 0.0311795 | Time: 1592.33 ms
[2022-03-02 07:34:56 main:574] : INFO : Epoch 1815 | loss: 0.0311782 | val_loss: 0.0311777 | Time: 1584.5 ms
[2022-03-02 07:34:58 main:574] : INFO : Epoch 1816 | loss: 0.0311759 | val_loss: 0.0311752 | Time: 1579.69 ms
[2022-03-02 07:34:59 main:574] : INFO : Epoch 1817 | loss: 0.0311751 | val_loss: 0.0311736 | Time: 1583.07 ms
[2022-03-02 07:35:01 main:574] : INFO : Epoch 1818 | loss: 0.0311756 | val_loss: 0.0311753 | Time: 1597.05 ms
[2022-03-02 07:35:03 main:574] : INFO : Epoch 1819 | loss: 0.0311731 | val_loss: 0.0311754 | Time: 1626.45 ms
[2022-03-02 07:35:04 main:574] : INFO : Epoch 1820 | loss: 0.0311717 | val_loss: 0.0311737 | Time: 1620.5 ms
[2022-03-02 07:35:06 main:574] : INFO : Epoch 1821 | loss: 0.0311712 | val_loss: 0.0311736 | Time: 1579.52 ms
[2022-03-02 07:35:07 main:574] : INFO : Epoch 1822 | loss: 0.0311709 | val_loss: 0.031175 | Time: 1605.31 ms
[2022-03-02 07:35:09 main:574] : INFO : Epoch 1823 | loss: 0.031171 | val_loss: 0.0311748 | Time: 1607.33 ms
[2022-03-02 07:35:11 main:574] : INFO : Epoch 1824 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 1617.46 ms
[2022-03-02 07:35:12 main:574] : INFO : Epoch 1825 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 1621.04 ms
[2022-03-02 07:35:14 main:574] : INFO : Epoch 1826 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 1587.49 ms
[2022-03-02 07:35:16 main:574] : INFO : Epoch 1827 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 1618.89 ms
[2022-03-02 07:35:17 main:574] : INFO : Epoch 1828 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 1587.15 ms
[2022-03-02 07:35:19 main:574] : INFO : Epoch 1829 | loss: 0.0311691 | val_loss: 0.0311718 | Time: 1600.22 ms
[2022-03-02 07:35:20 main:574] : INFO : Epoch 1830 | loss: 0.0311698 | val_loss: 0.0311773 | Time: 1612.38 ms
[2022-03-02 07:35:22 main:574] : INFO : Epoch 1831 | loss: 0.0311721 | val_loss: 0.0311727 | Time: 1616.68 ms
[2022-03-02 07:35:24 main:574] : INFO : Epoch 1832 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 1599.32 ms
[2022-03-02 07:35:25 main:574] : INFO : Epoch 1833 | loss: 0.0311713 | val_loss: 0.0311725 | Time: 1595.43 ms
[2022-03-02 07:35:27 main:574] : INFO : Epoch 1834 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 1584.03 ms
[2022-03-02 07:35:28 main:574] : INFO : Epoch 1835 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 1652.12 ms
[2022-03-02 07:35:40 main:574] : INFO : Epoch 1836 | loss: 0.0311691 | val_loss: 0.0311728 | Time: 11613 ms
[2022-03-02 07:35:42 main:574] : INFO : Epoch 1837 | loss: 0.0311688 | val_loss: 0.0311714 | Time: 1597.67 ms
[2022-03-02 07:35:43 main:574] : INFO : Epoch 1838 | loss: 0.0311705 | val_loss: 0.0311749 | Time: 1566.94 ms
[2022-03-02 07:35:45 main:574] : INFO : Epoch 1839 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 1609.07 ms
[2022-03-02 07:35:46 main:574] : INFO : Epoch 1840 | loss: 0.0311682 | val_loss: 0.0311709 | Time: 1583.38 ms
[2022-03-02 07:35:48 main:574] : INFO : Epoch 1841 | loss: 0.0311676 | val_loss: 0.0311712 | Time: 1583.12 ms
[2022-03-02 07:35:50 main:574] : INFO : Epoch 1842 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 1597.79 ms
[2022-03-02 07:35:51 main:574] : INFO : Epoch 1843 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 1636.21 ms
[2022-03-02 07:35:53 main:574] : INFO : Epoch 1844 | loss: 0.0311665 | val_loss: 0.0311706 | Time: 1586.39 ms
[2022-03-02 07:35:54 main:574] : INFO : Epoch 1845 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 1603.31 ms
[2022-03-02 07:35:56 main:574] : INFO : Epoch 1846 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 1649.63 ms
[2022-03-02 07:35:58 main:574] : INFO : Epoch 1847 | loss: 0.0311673 | val_loss: 0.0311746 | Time: 1625.35 ms
[2022-03-02 07:35:59 main:574] : INFO : Epoch 1848 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 1619.38 ms
[2022-03-02 07:36:01 main:574] : INFO : Epoch 1849 | loss: 0.0311664 | val_loss: 0.0311718 | Time: 1601.44 ms
[2022-03-02 07:36:03 main:574] : INFO : Epoch 1850 | loss: 0.0311663 | val_loss: 0.0311711 | Time: 1613.44 ms
[2022-03-02 07:36:04 main:574] : INFO : Epoch 1851 | loss: 0.031169 | val_loss: 0.0311711 | Time: 1597.51 ms
[2022-03-02 07:36:06 main:574] : INFO : Epoch 1852 | loss: 0.0311676 | val_loss: 0.0311693 | Time: 1590.17 ms
[2022-03-02 07:36:07 main:574] : INFO : Epoch 1853 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 1576.02 ms
[2022-03-02 07:36:09 main:574] : INFO : Epoch 1854 | loss: 0.0311658 | val_loss: 0.0311705 | Time: 1612.74 ms
[2022-03-02 07:36:21 main:574] : INFO : Epoch 1855 | loss: 0.031166 | val_loss: 0.031171 | Time: 11691.2 ms
[2022-03-02 07:36:22 main:574] : INFO : Epoch 1856 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 1615.45 ms
[2022-03-02 07:36:24 main:574] : INFO : Epoch 1857 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 1576.24 ms
[2022-03-02 07:36:25 main:574] : INFO : Epoch 1858 | loss: 0.031164 | val_loss: 0.0311715 | Time: 1569.95 ms
[2022-03-02 07:36:27 main:574] : INFO : Epoch 1859 | loss: 0.031165 | val_loss: 0.0311706 | Time: 1577.14 ms
[2022-03-02 07:36:29 main:574] : INFO : Epoch 1860 | loss: 0.0311641 | val_loss: 0.0311705 | Time: 1597.49 ms
[2022-03-02 07:36:40 main:574] : INFO : Epoch 1861 | loss: 0.0311647 | val_loss: 0.0311732 | Time: 11540.8 ms
[2022-03-02 07:36:42 main:574] : INFO : Epoch 1862 | loss: 0.0311647 | val_loss: 0.0311712 | Time: 1573.36 ms
[2022-03-02 07:36:43 main:574] : INFO : Epoch 1863 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 1579.63 ms
[2022-03-02 07:36:45 main:574] : INFO : Epoch 1864 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 1552.48 ms
[2022-03-02 07:36:46 main:574] : INFO : Epoch 1865 | loss: 0.0311632 | val_loss: 0.031172 | Time: 1592.59 ms
[2022-03-02 07:36:48 main:574] : INFO : Epoch 1866 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 1599.86 ms
[2022-03-02 07:36:50 main:574] : INFO : Epoch 1867 | loss: 0.0311634 | val_loss: 0.0311723 | Time: 1605.84 ms
[2022-03-02 07:36:51 main:574] : INFO : Epoch 1868 | loss: 0.0311634 | val_loss: 0.0311716 | Time: 1573.52 ms
[2022-03-02 07:36:53 main:574] : INFO : Epoch 1869 | loss: 0.0311645 | val_loss: 0.0311736 | Time: 1589.47 ms
[2022-03-02 07:36:54 main:574] : INFO : Epoch 1870 | loss: 0.0311697 | val_loss: 0.0311721 | Time: 1601.76 ms
[2022-03-02 07:36:56 main:574] : INFO : Epoch 1871 | loss: 0.0311723 | val_loss: 0.0311722 | Time: 1577.47 ms
[2022-03-02 07:36:58 main:574] : INFO : Epoch 1872 | loss: 0.0311693 | val_loss: 0.0311703 | Time: 1596.2 ms
[2022-03-02 07:36:59 main:574] : INFO : Epoch 1873 | loss: 0.0311679 | val_loss: 0.0311712 | Time: 1603.35 ms
[2022-03-02 07:37:01 main:574] : INFO : Epoch 1874 | loss: 0.0311683 | val_loss: 0.0311699 | Time: 1595.64 ms
[2022-03-02 07:37:02 main:574] : INFO : Epoch 1875 | loss: 0.0311682 | val_loss: 0.0311778 | Time: 1582.79 ms
[2022-03-02 07:37:04 main:574] : INFO : Epoch 1876 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 1615.07 ms
[2022-03-02 07:37:06 main:574] : INFO : Epoch 1877 | loss: 0.0311713 | val_loss: 0.0311747 | Time: 1592.12 ms
[2022-03-02 07:37:07 main:574] : INFO : Epoch 1878 | loss: 0.0311691 | val_loss: 0.0311736 | Time: 1579.83 ms
[2022-03-02 07:37:09 main:574] : INFO : Epoch 1879 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 1606.24 ms
[2022-03-02 07:37:10 main:574] : INFO : Epoch 1880 | loss: 0.0311673 | val_loss: 0.031173 | Time: 1617.11 ms
[2022-03-02 07:37:12 main:574] : INFO : Epoch 1881 | loss: 0.031167 | val_loss: 0.0311716 | Time: 1577.17 ms
[2022-03-02 07:37:14 main:574] : INFO : Epoch 1882 | loss: 0.0311686 | val_loss: 0.0311732 | Time: 1657.87 ms
[2022-03-02 07:37:15 main:574] : INFO : Epoch 1883 | loss: 0.0311709 | val_loss: 0.0311742 | Time: 1679.49 ms
[2022-03-02 07:37:17 main:574] : INFO : Epoch 1884 | loss: 0.0311751 | val_loss: 0.0311753 | Time: 1685.83 ms
[2022-03-02 07:37:19 main:574] : INFO : Epoch 1885 | loss: 0.0311697 | val_loss: 0.0311692 | Time: 1614.15 ms
[2022-03-02 07:37:40 main:574] : INFO : Epoch 1886 | loss: 0.0311673 | val_loss: 0.0311694 | Time: 21683.3 ms
[2022-03-02 07:37:42 main:574] : INFO : Epoch 1887 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 1580.15 ms
[2022-03-02 07:37:44 main:574] : INFO : Epoch 1888 | loss: 0.03118 | val_loss: 0.0311789 | Time: 1579.35 ms
[2022-03-02 07:37:45 main:574] : INFO : Epoch 1889 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 1582.28 ms
[2022-03-02 07:37:47 main:574] : INFO : Epoch 1890 | loss: 0.0311779 | val_loss: 0.031176 | Time: 1575.19 ms
[2022-03-02 07:37:48 main:574] : INFO : Epoch 1891 | loss: 0.0311768 | val_loss: 0.0311762 | Time: 1589.26 ms
[2022-03-02 07:37:50 main:574] : INFO : Epoch 1892 | loss: 0.0311747 | val_loss: 0.0311738 | Time: 1575.29 ms
[2022-03-02 07:37:51 main:574] : INFO : Epoch 1893 | loss: 0.0311735 | val_loss: 0.0311724 | Time: 1584.51 ms
[2022-03-02 07:37:53 main:574] : INFO : Epoch 1894 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 1578.73 ms
[2022-03-02 07:37:55 main:574] : INFO : Epoch 1895 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 1586.82 ms
[2022-03-02 07:37:56 main:574] : INFO : Epoch 1896 | loss: 0.0311852 | val_loss: 0.0311801 | Time: 1578.94 ms
[2022-03-02 07:37:58 main:574] : INFO : Epoch 1897 | loss: 0.0311843 | val_loss: 0.0311807 | Time: 1581.25 ms
[2022-03-02 07:37:59 main:574] : INFO : Epoch 1898 | loss: 0.0311845 | val_loss: 0.031179 | Time: 1587.37 ms
[2022-03-02 07:38:01 main:574] : INFO : Epoch 1899 | loss: 0.0311846 | val_loss: 0.0311807 | Time: 1570.25 ms
[2022-03-02 07:38:03 main:574] : INFO : Epoch 1900 | loss: 0.0311824 | val_loss: 0.0311771 | Time: 1609.43 ms
[2022-03-02 07:38:04 main:574] : INFO : Epoch 1901 | loss: 0.0311798 | val_loss: 0.0311775 | Time: 1584.03 ms
[2022-03-02 07:38:06 main:574] : INFO : Epoch 1902 | loss: 0.0311795 | val_loss: 0.0311789 | Time: 1608.51 ms
[2022-03-02 07:38:07 main:574] : INFO : Epoch 1903 | loss: 0.0311779 | val_loss: 0.0311764 | Time: 1599.36 ms
[2022-03-02 07:38:09 main:574] : INFO : Epoch 1904 | loss: 0.0311783 | val_loss: 0.0311769 | Time: 1601.04 ms
[2022-03-02 07:38:11 main:574] : INFO : Epoch 1905 | loss: 0.0311798 | val_loss: 0.0311773 | Time: 1601.36 ms
[2022-03-02 07:38:12 main:574] : INFO : Epoch 1906 | loss: 0.0311786 | val_loss: 0.0311778 | Time: 1582.06 ms
[2022-03-02 07:38:14 main:574] : INFO : Epoch 1907 | loss: 0.031178 | val_loss: 0.0311781 | Time: 1580.53 ms
[2022-03-02 07:38:15 main:574] : INFO : Epoch 1908 | loss: 0.0311774 | val_loss: 0.0311773 | Time: 1623.06 ms
[2022-03-02 07:38:17 main:574] : INFO : Epoch 1909 | loss: 0.0311777 | val_loss: 0.031182 | Time: 1607.75 ms
[2022-03-02 07:38:19 main:574] : INFO : Epoch 1910 | loss: 0.0311786 | val_loss: 0.0311774 | Time: 1612.06 ms
[2022-03-02 07:38:20 main:574] : INFO : Epoch 1911 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 1575.44 ms
[2022-03-02 07:38:22 main:574] : INFO : Epoch 1912 | loss: 0.031176 | val_loss: 0.0311762 | Time: 1624.54 ms
[2022-03-02 07:38:23 main:574] : INFO : Epoch 1913 | loss: 0.0311763 | val_loss: 0.0311766 | Time: 1582.64 ms
[2022-03-02 07:38:25 main:574] : INFO : Epoch 1914 | loss: 0.0311758 | val_loss: 0.0311773 | Time: 1630.5 ms
[2022-03-02 07:38:27 main:574] : INFO : Epoch 1915 | loss: 0.0311785 | val_loss: 0.0311826 | Time: 1578.79 ms
[2022-03-02 07:38:28 main:574] : INFO : Epoch 1916 | loss: 0.031179 | val_loss: 0.0311773 | Time: 1652.13 ms
[2022-03-02 07:38:30 main:574] : INFO : Epoch 1917 | loss: 0.0311776 | val_loss: 0.031176 | Time: 1641.86 ms
[2022-03-02 07:38:42 main:574] : INFO : Epoch 1918 | loss: 0.0311771 | val_loss: 0.031177 | Time: 11620.3 ms
[2022-03-02 07:38:43 main:574] : INFO : Epoch 1919 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 1577.97 ms
[2022-03-02 07:38:45 main:574] : INFO : Epoch 1920 | loss: 0.0311761 | val_loss: 0.0311758 | Time: 1629.76 ms
[2022-03-02 07:38:46 main:574] : INFO : Epoch 1921 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 1576.23 ms
[2022-03-02 07:38:48 main:574] : INFO : Epoch 1922 | loss: 0.031175 | val_loss: 0.0311764 | Time: 1623.86 ms
[2022-03-02 07:38:50 main:574] : INFO : Epoch 1923 | loss: 0.0311762 | val_loss: 0.0311741 | Time: 1603.58 ms
[2022-03-02 07:38:51 main:574] : INFO : Epoch 1924 | loss: 0.0311743 | val_loss: 0.0311742 | Time: 1615.04 ms
[2022-03-02 07:38:53 main:574] : INFO : Epoch 1925 | loss: 0.031174 | val_loss: 0.0311762 | Time: 1589.62 ms
[2022-03-02 07:38:54 main:574] : INFO : Epoch 1926 | loss: 0.0311747 | val_loss: 0.0311753 | Time: 1579.32 ms
[2022-03-02 07:38:56 main:574] : INFO : Epoch 1927 | loss: 0.0311731 | val_loss: 0.0311731 | Time: 1585.64 ms
[2022-03-02 07:38:58 main:574] : INFO : Epoch 1928 | loss: 0.0311731 | val_loss: 0.0311754 | Time: 1618.09 ms
[2022-03-02 07:38:59 main:574] : INFO : Epoch 1929 | loss: 0.0311732 | val_loss: 0.0311742 | Time: 1588.7 ms
[2022-03-02 07:39:01 main:574] : INFO : Epoch 1930 | loss: 0.0311754 | val_loss: 0.0311764 | Time: 1591.89 ms
[2022-03-02 07:39:02 main:574] : INFO : Epoch 1931 | loss: 0.0311742 | val_loss: 0.0311744 | Time: 1615.45 ms
[2022-03-02 07:39:04 main:574] : INFO : Epoch 1932 | loss: 0.0311732 | val_loss: 0.0311732 | Time: 1660.93 ms
[2022-03-02 07:39:06 main:574] : INFO : Epoch 1933 | loss: 0.0311729 | val_loss: 0.0311742 | Time: 1660 ms
[2022-03-02 07:39:07 main:574] : INFO : Epoch 1934 | loss: 0.0311731 | val_loss: 0.0311737 | Time: 1625.5 ms
[2022-03-02 07:39:09 main:574] : INFO : Epoch 1935 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 1599.85 ms
[2022-03-02 07:39:11 main:574] : INFO : Epoch 1936 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 1581.76 ms
[2022-03-02 07:39:12 main:574] : INFO : Epoch 1937 | loss: 0.0311725 | val_loss: 0.0311737 | Time: 1624.24 ms
[2022-03-02 07:39:14 main:574] : INFO : Epoch 1938 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 1628.57 ms
[2022-03-02 07:39:15 main:574] : INFO : Epoch 1939 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 1590.91 ms
[2022-03-02 07:39:17 main:574] : INFO : Epoch 1940 | loss: 0.031172 | val_loss: 0.0311752 | Time: 1597.48 ms
[2022-03-02 07:39:19 main:574] : INFO : Epoch 1941 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1587.48 ms
[2022-03-02 07:39:20 main:574] : INFO : Epoch 1942 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 1592.24 ms
[2022-03-02 07:39:22 main:574] : INFO : Epoch 1943 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 1680.06 ms
[2022-03-02 07:39:24 main:574] : INFO : Epoch 1944 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 1631.78 ms
[2022-03-02 07:39:25 main:574] : INFO : Epoch 1945 | loss: 0.0311728 | val_loss: 0.0311802 | Time: 1602.46 ms
[2022-03-02 07:39:27 main:574] : INFO : Epoch 1946 | loss: 0.0311729 | val_loss: 0.0311747 | Time: 1606.06 ms
[2022-03-02 07:39:28 main:574] : INFO : Epoch 1947 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 1640.29 ms
[2022-03-02 07:39:30 main:574] : INFO : Epoch 1948 | loss: 0.0311717 | val_loss: 0.0311738 | Time: 1616.24 ms
[2022-03-02 07:39:42 main:574] : INFO : Epoch 1949 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 11608.6 ms
[2022-03-02 07:39:43 main:574] : INFO : Epoch 1950 | loss: 0.0311712 | val_loss: 0.0311766 | Time: 1604.42 ms
[2022-03-02 07:39:45 main:574] : INFO : Epoch 1951 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1580.9 ms
[2022-03-02 07:39:46 main:574] : INFO : Epoch 1952 | loss: 0.0311719 | val_loss: 0.0311764 | Time: 1587.71 ms
[2022-03-02 07:39:48 main:574] : INFO : Epoch 1953 | loss: 0.031173 | val_loss: 0.0311742 | Time: 1578.47 ms
[2022-03-02 07:39:50 main:574] : INFO : Epoch 1954 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 1600.6 ms
[2022-03-02 07:39:51 main:574] : INFO : Epoch 1955 | loss: 0.0311736 | val_loss: 0.0311749 | Time: 1574.86 ms
[2022-03-02 07:39:53 main:574] : INFO : Epoch 1956 | loss: 0.031172 | val_loss: 0.031176 | Time: 1593.96 ms
[2022-03-02 07:39:54 main:574] : INFO : Epoch 1957 | loss: 0.0311727 | val_loss: 0.031178 | Time: 1621.68 ms
[2022-03-02 07:39:56 main:574] : INFO : Epoch 1958 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 1584.76 ms
[2022-03-02 07:39:58 main:574] : INFO : Epoch 1959 | loss: 0.0311708 | val_loss: 0.031177 | Time: 1586.6 ms
[2022-03-02 07:39:59 main:574] : INFO : Epoch 1960 | loss: 0.0311725 | val_loss: 0.0311751 | Time: 1580.81 ms
[2022-03-02 07:40:01 main:574] : INFO : Epoch 1961 | loss: 0.0311704 | val_loss: 0.0311746 | Time: 1587.17 ms
[2022-03-02 07:40:02 main:574] : INFO : Epoch 1962 | loss: 0.0311718 | val_loss: 0.0311774 | Time: 1622.25 ms
[2022-03-02 07:40:04 main:574] : INFO : Epoch 1963 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 1605.24 ms
[2022-03-02 07:40:06 main:574] : INFO : Epoch 1964 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 1600.31 ms
[2022-03-02 07:40:07 main:574] : INFO : Epoch 1965 | loss: 0.03117 | val_loss: 0.0311741 | Time: 1606.77 ms
[2022-03-02 07:40:09 main:574] : INFO : Epoch 1966 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 1654.01 ms
[2022-03-02 07:40:11 main:574] : INFO : Epoch 1967 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 1647.49 ms
[2022-03-02 07:40:12 main:574] : INFO : Epoch 1968 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 1642.4 ms
[2022-03-02 07:40:14 main:574] : INFO : Epoch 1969 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 1600.56 ms
[2022-03-02 07:40:15 main:574] : INFO : Epoch 1970 | loss: 0.031168 | val_loss: 0.0311733 | Time: 1607.38 ms
[2022-03-02 07:40:17 main:574] : INFO : Epoch 1971 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 1585.89 ms
[2022-03-02 07:40:19 main:574] : INFO : Epoch 1972 | loss: 0.0311677 | val_loss: 0.0311775 | Time: 1624.18 ms
[2022-03-02 07:40:20 main:574] : INFO : Epoch 1973 | loss: 0.0311678 | val_loss: 0.031175 | Time: 1626.47 ms
[2022-03-02 07:40:32 main:574] : INFO : Epoch 1974 | loss: 0.031168 | val_loss: 0.0311773 | Time: 11673.8 ms
[2022-03-02 07:40:33 main:574] : INFO : Epoch 1975 | loss: 0.0311696 | val_loss: 0.031176 | Time: 1593.45 ms
[2022-03-02 07:40:35 main:574] : INFO : Epoch 1976 | loss: 0.0311694 | val_loss: 0.0311806 | Time: 1601.96 ms
[2022-03-02 07:40:37 main:574] : INFO : Epoch 1977 | loss: 0.0311712 | val_loss: 0.0311885 | Time: 1611.26 ms
[2022-03-02 07:40:38 main:574] : INFO : Epoch 1978 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 1617.46 ms
[2022-03-02 07:40:40 main:574] : INFO : Epoch 1979 | loss: 0.0312018 | val_loss: 0.0311981 | Time: 1608.61 ms
[2022-03-02 07:40:42 main:574] : INFO : Epoch 1980 | loss: 0.0329477 | val_loss: 0.03148 | Time: 1575.61 ms
[2022-03-02 07:40:43 main:574] : INFO : Epoch 1981 | loss: 0.0315396 | val_loss: 0.0313561 | Time: 1601.19 ms
[2022-03-02 07:40:45 main:574] : INFO : Epoch 1982 | loss: 0.031278 | val_loss: 0.031245 | Time: 1647.35 ms
[2022-03-02 07:40:46 main:574] : INFO : Epoch 1983 | loss: 0.0312376 | val_loss: 0.0312263 | Time: 1588.02 ms
[2022-03-02 07:40:48 main:574] : INFO : Epoch 1984 | loss: 0.0312318 | val_loss: 0.0312274 | Time: 1623.96 ms
[2022-03-02 07:40:50 main:574] : INFO : Epoch 1985 | loss: 0.0312282 | val_loss: 0.0312209 | Time: 1601.58 ms
[2022-03-02 07:40:51 main:574] : INFO : Epoch 1986 | loss: 0.0312228 | val_loss: 0.0312192 | Time: 1619.18 ms
[2022-03-02 07:40:53 main:574] : INFO : Epoch 1987 | loss: 0.031222 | val_loss: 0.0312177 | Time: 1604.15 ms
[2022-03-02 07:40:54 main:574] : INFO : Epoch 1988 | loss: 0.0312206 | val_loss: 0.0312169 | Time: 1601.85 ms
[2022-03-02 07:40:56 main:574] : INFO : Epoch 1989 | loss: 0.0312206 | val_loss: 0.0312159 | Time: 1624.75 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1060 6GB)
[2022-03-02 08:09:52 main:435] : INFO : Set logging level to 1
[2022-03-02 08:09:52 main:441] : INFO : Running in BOINC Client mode
[2022-03-02 08:09:52 main:444] : INFO : Resolving all filenames
[2022-03-02 08:09:52 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-02 08:09:52 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-02 08:09:52 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-02 08:09:52 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-02 08:09:52 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-02 08:09:52 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-02 08:09:52 main:474] : INFO : Configuration:
[2022-03-02 08:09:52 main:475] : INFO : Model type: GRU
[2022-03-02 08:09:52 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-02 08:09:52 main:477] : INFO : Max Epochs: 2048
[2022-03-02 08:09:52 main:478] : INFO : Batch Size: 128
[2022-03-02 08:09:52 main:479] : INFO : Learning Rate: 0.01
[2022-03-02 08:09:52 main:480] : INFO : Patience: 10
[2022-03-02 08:09:52 main:481] : INFO : Hidden Width: 12
[2022-03-02 08:09:52 main:482] : INFO : # Recurrent Layers: 4
[2022-03-02 08:09:52 main:483] : INFO : # Backend Layers: 4
[2022-03-02 08:09:52 main:484] : INFO : # Threads: 1
[2022-03-02 08:09:52 main:486] : INFO : Preparing Dataset
[2022-03-02 08:09:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-02 08:09:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-02 08:09:54 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-02 08:09:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-02 08:09:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-02 08:09:54 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-02 08:09:54 main:494] : INFO : Creating Model
[2022-03-02 08:09:54 main:507] : INFO : Preparing config file
[2022-03-02 08:09:54 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-02 08:09:54 main:512] : INFO : Loading config
[2022-03-02 08:09:54 main:514] : INFO : Loading state
[2022-03-02 08:09:55 main:559] : INFO : Loading DataLoader into Memory
[2022-03-02 08:09:55 main:562] : INFO : Starting Training
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1060 6GB)
[2022-03-02 18:57:25 main:435] : INFO : Set logging level to 1
[2022-03-02 18:57:25 main:441] : INFO : Running in BOINC Client mode
[2022-03-02 18:57:25 main:444] : INFO : Resolving all filenames
[2022-03-02 18:57:25 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-02 18:57:25 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-02 18:57:25 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-02 18:57:25 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-02 18:57:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-02 18:57:25 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-02 18:57:25 main:474] : INFO : Configuration:
[2022-03-02 18:57:25 main:475] : INFO : Model type: GRU
[2022-03-02 18:57:25 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-02 18:57:25 main:477] : INFO : Max Epochs: 2048
[2022-03-02 18:57:25 main:478] : INFO : Batch Size: 128
[2022-03-02 18:57:25 main:479] : INFO : Learning Rate: 0.01
[2022-03-02 18:57:25 main:480] : INFO : Patience: 10
[2022-03-02 18:57:25 main:481] : INFO : Hidden Width: 12
[2022-03-02 18:57:25 main:482] : INFO : # Recurrent Layers: 4
[2022-03-02 18:57:25 main:483] : INFO : # Backend Layers: 4
[2022-03-02 18:57:25 main:484] : INFO : # Threads: 1
[2022-03-02 18:57:25 main:486] : INFO : Preparing Dataset
[2022-03-02 18:57:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-02 18:57:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-02 18:57:27 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-02 18:57:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-02 18:57:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-02 18:57:27 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-02 18:57:27 main:494] : INFO : Creating Model
[2022-03-02 18:57:27 main:507] : INFO : Preparing config file
[2022-03-02 18:57:27 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-02 18:57:27 main:512] : INFO : Loading config
[2022-03-02 18:57:28 main:514] : INFO : Loading state
[2022-03-02 18:57:28 main:559] : INFO : Loading DataLoader into Memory
[2022-03-02 18:57:28 main:562] : INFO : Starting Training
[2022-03-02 18:57:30 main:574] : INFO : Epoch 1971 | loss: 0.0312 | val_loss: 0.0311771 | Time: 1847.82 ms
[2022-03-02 18:57:32 main:574] : INFO : Epoch 1972 | loss: 0.031173 | val_loss: 0.0311773 | Time: 1589.31 ms
[2022-03-02 18:57:33 main:574] : INFO : Epoch 1973 | loss: 0.0311712 | val_loss: 0.031176 | Time: 1569.5 ms
[2022-03-02 18:57:35 main:574] : INFO : Epoch 1974 | loss: 0.0311705 | val_loss: 0.0311723 | Time: 1564.8 ms
[2022-03-02 18:57:36 main:574] : INFO : Epoch 1975 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 1606.62 ms
[2022-03-02 18:57:38 main:574] : INFO : Epoch 1976 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 1589.76 ms
[2022-03-02 18:57:40 main:574] : INFO : Epoch 1977 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 1576.4 ms
[2022-03-02 18:57:41 main:574] : INFO : Epoch 1978 | loss: 0.0311676 | val_loss: 0.0311711 | Time: 1578.26 ms
[2022-03-02 18:57:43 main:574] : INFO : Epoch 1979 | loss: 0.0311677 | val_loss: 0.0311724 | Time: 1558.86 ms
[2022-03-02 18:57:44 main:574] : INFO : Epoch 1980 | loss: 0.0311688 | val_loss: 0.0311714 | Time: 1574.59 ms
[2022-03-02 18:57:46 main:574] : INFO : Epoch 1981 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 1574.59 ms
[2022-03-02 18:57:47 main:574] : INFO : Epoch 1982 | loss: 0.0311707 | val_loss: 0.0311706 | Time: 1572.66 ms
[2022-03-02 18:57:49 main:574] : INFO : Epoch 1983 | loss: 0.031168 | val_loss: 0.0311721 | Time: 1592.7 ms
[2022-03-02 18:57:51 main:574] : INFO : Epoch 1984 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 1569.31 ms
[2022-03-02 18:57:52 main:574] : INFO : Epoch 1985 | loss: 0.0311708 | val_loss: 0.0311728 | Time: 1592.04 ms
[2022-03-02 18:57:54 main:574] : INFO : Epoch 1986 | loss: 0.0311699 | val_loss: 0.0311759 | Time: 1575.18 ms
[2022-03-02 18:57:55 main:574] : INFO : Epoch 1987 | loss: 0.0311697 | val_loss: 0.0311709 | Time: 1597.87 ms
[2022-03-02 18:57:57 main:574] : INFO : Epoch 1988 | loss: 0.0311686 | val_loss: 0.0311713 | Time: 1583.03 ms
[2022-03-02 18:57:59 main:574] : INFO : Epoch 1989 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 1599.09 ms
[2022-03-02 18:58:00 main:574] : INFO : Epoch 1990 | loss: 0.0311675 | val_loss: 0.0311692 | Time: 1627.18 ms
[2022-03-02 18:58:02 main:574] : INFO : Epoch 1991 | loss: 0.0311674 | val_loss: 0.031171 | Time: 1600.72 ms
[2022-03-02 18:58:03 main:574] : INFO : Epoch 1992 | loss: 0.0311659 | val_loss: 0.0311705 | Time: 1584.66 ms
[2022-03-02 18:58:05 main:574] : INFO : Epoch 1993 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 1570.6 ms
[2022-03-02 18:58:07 main:574] : INFO : Epoch 1994 | loss: 0.0311646 | val_loss: 0.0311706 | Time: 1584.3 ms
[2022-03-02 18:58:08 main:574] : INFO : Epoch 1995 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 1593.52 ms
[2022-03-02 18:58:10 main:574] : INFO : Epoch 1996 | loss: 0.0311667 | val_loss: 0.0311683 | Time: 1587.72 ms
[2022-03-02 18:58:11 main:574] : INFO : Epoch 1997 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 1681.55 ms
[2022-03-02 18:58:13 main:574] : INFO : Epoch 1998 | loss: 0.0311656 | val_loss: 0.0311688 | Time: 1599.22 ms
[2022-03-02 18:58:15 main:574] : INFO : Epoch 1999 | loss: 0.0311674 | val_loss: 0.0311751 | Time: 1572.26 ms
[2022-03-02 18:58:16 main:574] : INFO : Epoch 2000 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 1631.69 ms
[2022-03-02 18:58:18 main:574] : INFO : Epoch 2001 | loss: 0.0311705 | val_loss: 0.0311715 | Time: 1595.18 ms
[2022-03-02 18:58:19 main:574] : INFO : Epoch 2002 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 1598.73 ms
[2022-03-02 18:58:21 main:574] : INFO : Epoch 2003 | loss: 0.0311666 | val_loss: 0.0311707 | Time: 1577.26 ms
[2022-03-02 18:58:23 main:574] : INFO : Epoch 2004 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 1599.89 ms
[2022-03-02 18:58:24 main:574] : INFO : Epoch 2005 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 1591.54 ms
[2022-03-02 18:58:26 main:574] : INFO : Epoch 2006 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 1576.53 ms
[2022-03-02 18:58:27 main:574] : INFO : Epoch 2007 | loss: 0.0311641 | val_loss: 0.0311673 | Time: 1607.19 ms
[2022-03-02 18:58:29 main:574] : INFO : Epoch 2008 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 1581.85 ms
[2022-03-02 18:58:31 main:574] : INFO : Epoch 2009 | loss: 0.031165 | val_loss: 0.0311696 | Time: 1584.76 ms
[2022-03-02 18:58:32 main:574] : INFO : Epoch 2010 | loss: 0.0311637 | val_loss: 0.031169 | Time: 1586.65 ms
[2022-03-02 18:58:34 main:574] : INFO : Epoch 2011 | loss: 0.0311627 | val_loss: 0.0311667 | Time: 1601.7 ms
[2022-03-02 18:58:35 main:574] : INFO : Epoch 2012 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 1599.9 ms
[2022-03-02 18:58:37 main:574] : INFO : Epoch 2013 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 1624.43 ms
[2022-03-02 18:58:39 main:574] : INFO : Epoch 2014 | loss: 0.0311651 | val_loss: 0.0311682 | Time: 1603.78 ms
[2022-03-02 18:58:40 main:574] : INFO : Epoch 2015 | loss: 0.0311638 | val_loss: 0.0311683 | Time: 1619.63 ms
[2022-03-02 18:58:42 main:574] : INFO : Epoch 2016 | loss: 0.0311658 | val_loss: 0.0311714 | Time: 1623.25 ms
[2022-03-02 18:58:43 main:574] : INFO : Epoch 2017 | loss: 0.0311679 | val_loss: 0.0311672 | Time: 1613.11 ms
[2022-03-02 18:58:45 main:574] : INFO : Epoch 2018 | loss: 0.0311644 | val_loss: 0.0311668 | Time: 1621.39 ms
[2022-03-02 18:58:47 main:574] : INFO : Epoch 2019 | loss: 0.0311635 | val_loss: 0.031164 | Time: 1625.86 ms
[2022-03-02 18:58:48 main:574] : INFO : Epoch 2020 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 1627.23 ms
[2022-03-02 18:58:50 main:574] : INFO : Epoch 2021 | loss: 0.0311678 | val_loss: 0.031171 | Time: 1611.58 ms
[2022-03-02 18:58:52 main:574] : INFO : Epoch 2022 | loss: 0.0311683 | val_loss: 0.0311703 | Time: 1557.53 ms
[2022-03-02 18:58:53 main:574] : INFO : Epoch 2023 | loss: 0.0311677 | val_loss: 0.0311709 | Time: 1598.64 ms
[2022-03-02 18:58:55 main:574] : INFO : Epoch 2024 | loss: 0.0311682 | val_loss: 0.0311682 | Time: 1593.39 ms
[2022-03-02 18:58:56 main:574] : INFO : Epoch 2025 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 1597.68 ms
[2022-03-02 18:58:58 main:574] : INFO : Epoch 2026 | loss: 0.0311651 | val_loss: 0.0311675 | Time: 1583.57 ms
[2022-03-02 18:59:00 main:574] : INFO : Epoch 2027 | loss: 0.0311665 | val_loss: 0.0311715 | Time: 1609.11 ms
[2022-03-02 18:59:01 main:574] : INFO : Epoch 2028 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 1662.94 ms
[2022-03-02 18:59:03 main:574] : INFO : Epoch 2029 | loss: 0.0311643 | val_loss: 0.0311671 | Time: 1592.71 ms
[2022-03-02 18:59:04 main:574] : INFO : Epoch 2030 | loss: 0.0311635 | val_loss: 0.0311678 | Time: 1620.14 ms
[2022-03-02 18:59:06 main:574] : INFO : Epoch 2031 | loss: 0.0311636 | val_loss: 0.0311663 | Time: 1595.82 ms
[2022-03-02 18:59:08 main:574] : INFO : Epoch 2032 | loss: 0.0311639 | val_loss: 0.031174 | Time: 1574.36 ms
[2022-03-02 18:59:09 main:574] : INFO : Epoch 2033 | loss: 0.0311628 | val_loss: 0.0311655 | Time: 1584.75 ms
[2022-03-02 18:59:11 main:574] : INFO : Epoch 2034 | loss: 0.0311617 | val_loss: 0.0311647 | Time: 1579.78 ms
[2022-03-02 18:59:12 main:574] : INFO : Epoch 2035 | loss: 0.0311608 | val_loss: 0.0311644 | Time: 1575.89 ms
[2022-03-02 18:59:14 main:574] : INFO : Epoch 2036 | loss: 0.0311608 | val_loss: 0.0311662 | Time: 1619.13 ms
[2022-03-02 18:59:16 main:574] : INFO : Epoch 2037 | loss: 0.0311613 | val_loss: 0.0311652 | Time: 1599.78 ms
[2022-03-02 18:59:17 main:574] : INFO : Epoch 2038 | loss: 0.0311633 | val_loss: 0.0311677 | Time: 1590.27 ms
[2022-03-02 18:59:19 main:574] : INFO : Epoch 2039 | loss: 0.0311647 | val_loss: 0.0311666 | Time: 1614.11 ms
[2022-03-02 18:59:20 main:574] : INFO : Epoch 2040 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 1640.8 ms
[2022-03-02 18:59:22 main:574] : INFO : Epoch 2041 | loss: 0.0311615 | val_loss: 0.0311656 | Time: 1584.57 ms
[2022-03-02 18:59:24 main:574] : INFO : Epoch 2042 | loss: 0.0311611 | val_loss: 0.0311666 | Time: 1577.8 ms
[2022-03-02 18:59:25 main:574] : INFO : Epoch 2043 | loss: 0.0311607 | val_loss: 0.0311669 | Time: 1598.64 ms
[2022-03-02 18:59:27 main:574] : INFO : Epoch 2044 | loss: 0.031161 | val_loss: 0.0311644 | Time: 1611.31 ms
[2022-03-02 18:59:28 main:574] : INFO : Epoch 2045 | loss: 0.0311594 | val_loss: 0.0311633 | Time: 1615.34 ms
[2022-03-02 18:59:30 main:574] : INFO : Epoch 2046 | loss: 0.0311596 | val_loss: 0.0311623 | Time: 1581.87 ms
[2022-03-02 18:59:32 main:574] : INFO : Epoch 2047 | loss: 0.031159 | val_loss: 0.0311624 | Time: 1620.73 ms
[2022-03-02 18:59:33 main:574] : INFO : Epoch 2048 | loss: 0.0311592 | val_loss: 0.031172 | Time: 1576.87 ms
[2022-03-02 18:59:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031172
[2022-03-02 18:59:33 main:603] : INFO : Saving end state to config to file
[2022-03-02 18:59:33 main:608] : INFO : Success, exiting..
18:59:33 (14252): 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)