Task 10894366
| Name | ParityModified-1639952442-1818-2-0_0 |
| Workunit | 8195538 |
| Created | 19 Jan 2022, 10:08:00 UTC |
| Sent | 5 Feb 2022, 16:02:29 UTC |
| Report deadline | 13 Feb 2022, 16:02:29 UTC |
| Received | 6 Feb 2022, 12:26:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8158 |
| Run time | 3 hours 46 min 59 sec |
| CPU time | 3 hours 33 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,453.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 12:29:34 main:574] : INFO : Epoch 1590 | loss: 0.0311688 | val_loss: 0.0311742 | Time: 6586.39 ms [2022-02-06 12:29:41 main:574] : INFO : Epoch 1591 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 6487.75 ms [2022-02-06 12:29:47 main:574] : INFO : Epoch 1592 | loss: 0.031169 | val_loss: 0.0311721 | Time: 6452.79 ms [2022-02-06 12:29:54 main:574] : INFO : Epoch 1593 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 6637.11 ms [2022-02-06 12:30:00 main:574] : INFO : Epoch 1594 | loss: 0.0311696 | val_loss: 0.031174 | Time: 6275.94 ms [2022-02-06 12:30:06 main:574] : INFO : Epoch 1595 | loss: 0.0311677 | val_loss: 0.031173 | Time: 6273.02 ms [2022-02-06 12:30:13 main:574] : INFO : Epoch 1596 | loss: 0.0311673 | val_loss: 0.031173 | Time: 6188.53 ms [2022-02-06 12:30:19 main:574] : INFO : Epoch 1597 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 6426.48 ms [2022-02-06 12:30:26 main:574] : INFO : Epoch 1598 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 6601.35 ms [2022-02-06 12:30:32 main:574] : INFO : Epoch 1599 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 6430.01 ms [2022-02-06 12:30:39 main:574] : INFO : Epoch 1600 | loss: 0.0311676 | val_loss: 0.0311734 | Time: 6509.13 ms [2022-02-06 12:30:45 main:574] : INFO : Epoch 1601 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 6500.76 ms [2022-02-06 12:30:52 main:574] : INFO : Epoch 1602 | loss: 0.0311662 | val_loss: 0.0311714 | Time: 6354.57 ms [2022-02-06 12:30:58 main:574] : INFO : Epoch 1603 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 6483.48 ms [2022-02-06 12:31:05 main:574] : INFO : Epoch 1604 | loss: 0.0311657 | val_loss: 0.0311712 | Time: 6333.42 ms [2022-02-06 12:31:11 main:574] : INFO : Epoch 1605 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 6301.39 ms [2022-02-06 12:31:17 main:574] : INFO : Epoch 1606 | loss: 0.0311659 | val_loss: 0.0311713 | Time: 6255.07 ms [2022-02-06 12:31:24 main:574] : INFO : Epoch 1607 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 6310.3 ms [2022-02-06 12:31:30 main:574] : INFO : Epoch 1608 | loss: 0.0311661 | val_loss: 0.0311719 | Time: 6236.4 ms [2022-02-06 12:31:36 main:574] : INFO : Epoch 1609 | loss: 0.0311665 | val_loss: 0.0311729 | Time: 6399.71 ms [2022-02-06 12:31:43 main:574] : INFO : Epoch 1610 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 6405.8 ms [2022-02-06 12:31:49 main:574] : INFO : Epoch 1611 | loss: 0.0311701 | val_loss: 0.031173 | Time: 6420.04 ms [2022-02-06 12:31:55 main:574] : INFO : Epoch 1612 | loss: 0.0311713 | val_loss: 0.031179 | Time: 6223.64 ms [2022-02-06 12:32:02 main:574] : INFO : Epoch 1613 | loss: 0.0311753 | val_loss: 0.0311785 | Time: 6384.58 ms [2022-02-06 12:32:08 main:574] : INFO : Epoch 1614 | loss: 0.0311747 | val_loss: 0.031179 | Time: 6197.06 ms [2022-02-06 12:32:14 main:574] : INFO : Epoch 1615 | loss: 0.0311751 | val_loss: 0.0311762 | Time: 6380.18 ms [2022-02-06 12:32:21 main:574] : INFO : Epoch 1616 | loss: 0.031173 | val_loss: 0.0311792 | Time: 6190.62 ms [2022-02-06 12:32:27 main:574] : INFO : Epoch 1617 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 6505.29 ms [2022-02-06 12:32:34 main:574] : INFO : Epoch 1618 | loss: 0.0311715 | val_loss: 0.031175 | Time: 6504.05 ms [2022-02-06 12:32:40 main:574] : INFO : Epoch 1619 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 6569.63 ms [2022-02-06 12:32:47 main:574] : INFO : Epoch 1620 | loss: 0.0311678 | val_loss: 0.0311721 | Time: 6368.98 ms [2022-02-06 12:32:53 main:574] : INFO : Epoch 1621 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 6424.37 ms [2022-02-06 12:33:00 main:574] : INFO : Epoch 1622 | loss: 0.0311676 | val_loss: 0.0311719 | Time: 6493 ms [2022-02-06 12:33:06 main:574] : INFO : Epoch 1623 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 6200.17 ms [2022-02-06 12:33:12 main:574] : INFO : Epoch 1624 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 5997.96 ms [2022-02-06 12:33:18 main:574] : INFO : Epoch 1625 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 6359.02 ms [2022-02-06 12:33:25 main:574] : INFO : Epoch 1626 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 6375.93 ms [2022-02-06 12:33:31 main:574] : INFO : Epoch 1627 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 6263.49 ms [2022-02-06 12:33:38 main:574] : INFO : Epoch 1628 | loss: 0.0311653 | val_loss: 0.0311707 | Time: 6538.43 ms [2022-02-06 12:33:44 main:574] : INFO : Epoch 1629 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 6544.55 ms [2022-02-06 12:33:51 main:574] : INFO : Epoch 1630 | loss: 0.0311643 | val_loss: 0.031171 | Time: 6317.69 ms [2022-02-06 12:33:57 main:574] : INFO : Epoch 1631 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 6527.79 ms [2022-02-06 12:34:04 main:574] : INFO : Epoch 1632 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 6293.95 ms [2022-02-06 12:34:10 main:574] : INFO : Epoch 1633 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 6534.94 ms [2022-02-06 12:34:16 main:574] : INFO : Epoch 1634 | loss: 0.0311641 | val_loss: 0.0311695 | Time: 6286.05 ms [2022-02-06 12:34:23 main:574] : INFO : Epoch 1635 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 6465.49 ms [2022-02-06 12:34:29 main:574] : INFO : Epoch 1636 | loss: 0.0311645 | val_loss: 0.0311728 | Time: 6276.63 ms [2022-02-06 12:34:36 main:574] : INFO : Epoch 1637 | loss: 0.031165 | val_loss: 0.0311747 | Time: 6247.32 ms [2022-02-06 12:34:42 main:574] : INFO : Epoch 1638 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 6226.19 ms [2022-02-06 12:34:48 main:574] : INFO : Epoch 1639 | loss: 0.031165 | val_loss: 0.0311723 | Time: 6283.75 ms [2022-02-06 12:34:55 main:574] : INFO : Epoch 1640 | loss: 0.0311658 | val_loss: 0.0311714 | Time: 6477.19 ms [2022-02-06 12:35:01 main:574] : INFO : Epoch 1641 | loss: 0.0311757 | val_loss: 0.0311858 | Time: 6395.83 ms [2022-02-06 12:35:08 main:574] : INFO : Epoch 1642 | loss: 0.031179 | val_loss: 0.0311843 | Time: 6424.84 ms [2022-02-06 12:35:14 main:574] : INFO : Epoch 1643 | loss: 0.0311797 | val_loss: 0.0311824 | Time: 6518.38 ms [2022-02-06 12:35:21 main:574] : INFO : Epoch 1644 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 6575.29 ms [2022-02-06 12:35:27 main:574] : INFO : Epoch 1645 | loss: 0.0311788 | val_loss: 0.03118 | Time: 6307.29 ms [2022-02-06 12:35:34 main:574] : INFO : Epoch 1646 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 6315.37 ms [2022-02-06 12:35:40 main:574] : INFO : Epoch 1647 | loss: 0.031177 | val_loss: 0.031179 | Time: 6463.28 ms [2022-02-06 12:35:47 main:574] : INFO : Epoch 1648 | loss: 0.0311761 | val_loss: 0.031175 | Time: 6284.94 ms [2022-02-06 12:35:53 main:574] : INFO : Epoch 1649 | loss: 0.0311749 | val_loss: 0.0311767 | Time: 6642.44 ms [2022-02-06 12:36:00 main:574] : INFO : Epoch 1650 | loss: 0.0311774 | val_loss: 0.031174 | Time: 6380.93 ms [2022-02-06 12:36:06 main:574] : INFO : Epoch 1651 | loss: 0.0311768 | val_loss: 0.0311751 | Time: 6237.77 ms [2022-02-06 12:36:12 main:574] : INFO : Epoch 1652 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 6306.79 ms [2022-02-06 12:36:19 main:574] : INFO : Epoch 1653 | loss: 0.0311736 | val_loss: 0.0311742 | Time: 6349.93 ms [2022-02-06 12:36:25 main:574] : INFO : Epoch 1654 | loss: 0.0311716 | val_loss: 0.0311746 | Time: 6430.9 ms [2022-02-06 12:36:31 main:574] : INFO : Epoch 1655 | loss: 0.0311712 | val_loss: 0.0311734 | Time: 6062.15 ms [2022-02-06 12:36:38 main:574] : INFO : Epoch 1656 | loss: 0.0311704 | val_loss: 0.031175 | Time: 6530.72 ms [2022-02-06 12:36:44 main:574] : INFO : Epoch 1657 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 6370.9 ms [2022-02-06 12:36:50 main:574] : INFO : Epoch 1658 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 6225.67 ms [2022-02-06 12:36:57 main:574] : INFO : Epoch 1659 | loss: 0.031171 | val_loss: 0.0311758 | Time: 6569.94 ms [2022-02-06 12:37:04 main:574] : INFO : Epoch 1660 | loss: 0.0311723 | val_loss: 0.031178 | Time: 6472.41 ms [2022-02-06 12:37:10 main:574] : INFO : Epoch 1661 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 6131.1 ms [2022-02-06 12:37:16 main:574] : INFO : Epoch 1662 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 6210.95 ms [2022-02-06 12:37:22 main:574] : INFO : Epoch 1663 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 6306.04 ms [2022-02-06 12:37:29 main:574] : INFO : Epoch 1664 | loss: 0.0311718 | val_loss: 0.0311741 | Time: 6430.11 ms [2022-02-06 12:37:35 main:574] : INFO : Epoch 1665 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 6291.19 ms [2022-02-06 12:37:42 main:574] : INFO : Epoch 1666 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 6460.8 ms [2022-02-06 12:37:48 main:574] : INFO : Epoch 1667 | loss: 0.0311746 | val_loss: 0.031176 | Time: 6214.94 ms [2022-02-06 12:37:55 main:574] : INFO : Epoch 1668 | loss: 0.0311736 | val_loss: 0.0311737 | Time: 6921.08 ms [2022-02-06 12:38:01 main:574] : INFO : Epoch 1669 | loss: 0.031173 | val_loss: 0.0311761 | Time: 6493.06 ms [2022-02-06 12:38:08 main:574] : INFO : Epoch 1670 | loss: 0.0311734 | val_loss: 0.0311749 | Time: 6651.78 ms [2022-02-06 12:38:14 main:574] : INFO : Epoch 1671 | loss: 0.031172 | val_loss: 0.031174 | Time: 6239.14 ms [2022-02-06 12:38:21 main:574] : INFO : Epoch 1672 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 6552.28 ms [2022-02-06 12:38:27 main:574] : INFO : Epoch 1673 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 6363.28 ms [2022-02-06 12:38:34 main:574] : INFO : Epoch 1674 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 6370.35 ms [2022-02-06 12:38:40 main:574] : INFO : Epoch 1675 | loss: 0.0311717 | val_loss: 0.0311727 | Time: 6511.46 ms [2022-02-06 12:38:47 main:574] : INFO : Epoch 1676 | loss: 0.0311696 | val_loss: 0.0311718 | Time: 6310.21 ms [2022-02-06 12:38:53 main:574] : INFO : Epoch 1677 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 6269.64 ms [2022-02-06 12:38:59 main:574] : INFO : Epoch 1678 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 6310.35 ms [2022-02-06 12:39:06 main:574] : INFO : Epoch 1679 | loss: 0.0311705 | val_loss: 0.0311757 | Time: 6542.86 ms [2022-02-06 12:39:12 main:574] : INFO : Epoch 1680 | loss: 0.0311698 | val_loss: 0.0311753 | Time: 6281.83 ms [2022-02-06 12:39:19 main:574] : INFO : Epoch 1681 | loss: 0.031168 | val_loss: 0.031174 | Time: 6443.56 ms [2022-02-06 12:39:25 main:574] : INFO : Epoch 1682 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 6382.72 ms [2022-02-06 12:39:32 main:574] : INFO : Epoch 1683 | loss: 0.0311707 | val_loss: 0.031178 | Time: 6260.53 ms [2022-02-06 12:39:38 main:574] : INFO : Epoch 1684 | loss: 0.0311734 | val_loss: 0.0311729 | Time: 6526.67 ms [2022-02-06 12:39:45 main:574] : INFO : Epoch 1685 | loss: 0.0311703 | val_loss: 0.0311737 | Time: 6603.15 ms [2022-02-06 12:39:51 main:574] : INFO : Epoch 1686 | loss: 0.0311701 | val_loss: 0.031174 | Time: 6436.03 ms [2022-02-06 12:39:58 main:574] : INFO : Epoch 1687 | loss: 0.0311678 | val_loss: 0.0311733 | Time: 6612.67 ms [2022-02-06 12:40:04 main:574] : INFO : Epoch 1688 | loss: 0.031166 | val_loss: 0.031173 | Time: 6575.01 ms [2022-02-06 12:40:11 main:574] : INFO : Epoch 1689 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 6355.4 ms [2022-02-06 12:40:17 main:574] : INFO : Epoch 1690 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 6336.84 ms [2022-02-06 12:40:24 main:574] : INFO : Epoch 1691 | loss: 0.0311679 | val_loss: 0.0311719 | Time: 6481.85 ms [2022-02-06 12:40:30 main:574] : INFO : Epoch 1692 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 6458 ms [2022-02-06 12:40:37 main:574] : INFO : Epoch 1693 | loss: 0.0311684 | val_loss: 0.0311709 | Time: 6671.25 ms [2022-02-06 12:40:43 main:574] : INFO : Epoch 1694 | loss: 0.0311664 | val_loss: 0.0311725 | Time: 6444.2 ms [2022-02-06 12:40:50 main:574] : INFO : Epoch 1695 | loss: 0.0311673 | val_loss: 0.0311726 | Time: 6435.75 ms [2022-02-06 12:40:56 main:574] : INFO : Epoch 1696 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 6291.44 ms [2022-02-06 12:41:03 main:574] : INFO : Epoch 1697 | loss: 0.0311656 | val_loss: 0.0311754 | Time: 6396.04 ms [2022-02-06 12:41:09 main:574] : INFO : Epoch 1698 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 6216.21 ms [2022-02-06 12:41:15 main:574] : INFO : Epoch 1699 | loss: 0.0311661 | val_loss: 0.0311697 | Time: 6361.35 ms [2022-02-06 12:41:22 main:574] : INFO : Epoch 1700 | loss: 0.031165 | val_loss: 0.0311741 | Time: 6275.74 ms [2022-02-06 12:41:28 main:574] : INFO : Epoch 1701 | loss: 0.0311658 | val_loss: 0.031171 | Time: 6319.88 ms [2022-02-06 12:41:34 main:574] : INFO : Epoch 1702 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 6241.02 ms [2022-02-06 12:41:40 main:574] : INFO : Epoch 1703 | loss: 0.0311687 | val_loss: 0.0311708 | Time: 6202.73 ms [2022-02-06 12:41:47 main:574] : INFO : Epoch 1704 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 6480.64 ms [2022-02-06 12:41:53 main:574] : INFO : Epoch 1705 | loss: 0.0311701 | val_loss: 0.0311704 | Time: 6410.01 ms [2022-02-06 12:42:00 main:574] : INFO : Epoch 1706 | loss: 0.0311667 | val_loss: 0.0311692 | Time: 6367.52 ms [2022-02-06 12:42:06 main:574] : INFO : Epoch 1707 | loss: 0.0311654 | val_loss: 0.031171 | Time: 6404.29 ms [2022-02-06 12:42:13 main:574] : INFO : Epoch 1708 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 6554.91 ms [2022-02-06 12:42:19 main:574] : INFO : Epoch 1709 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 6534.89 ms [2022-02-06 12:42:26 main:574] : INFO : Epoch 1710 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 6114.98 ms [2022-02-06 12:42:32 main:574] : INFO : Epoch 1711 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 6325.91 ms [2022-02-06 12:42:38 main:574] : INFO : Epoch 1712 | loss: 0.0311652 | val_loss: 0.031171 | Time: 6271.16 ms [2022-02-06 12:42:44 main:574] : INFO : Epoch 1713 | loss: 0.0311692 | val_loss: 0.0311783 | Time: 6207.3 ms [2022-02-06 12:42:51 main:574] : INFO : Epoch 1714 | loss: 0.031165 | val_loss: 0.0311711 | Time: 6590.59 ms [2022-02-06 12:42:57 main:574] : INFO : Epoch 1715 | loss: 0.0311646 | val_loss: 0.0311764 | Time: 6223.37 ms [2022-02-06 12:43:04 main:574] : INFO : Epoch 1716 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 6310.93 ms [2022-02-06 12:43:10 main:574] : INFO : Epoch 1717 | loss: 0.0311647 | val_loss: 0.0311714 | Time: 6275.94 ms [2022-02-06 12:43:17 main:574] : INFO : Epoch 1718 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 6552.51 ms [2022-02-06 12:43:23 main:574] : INFO : Epoch 1719 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 6271.53 ms [2022-02-06 12:43:29 main:574] : INFO : Epoch 1720 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 6509.91 ms [2022-02-06 12:43:36 main:574] : INFO : Epoch 1721 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 6508.74 ms [2022-02-06 12:43:42 main:574] : INFO : Epoch 1722 | loss: 0.0311632 | val_loss: 0.0311697 | Time: 6457.13 ms [2022-02-06 12:43:49 main:574] : INFO : Epoch 1723 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 6609.59 ms [2022-02-06 12:43:55 main:574] : INFO : Epoch 1724 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 6219.29 ms [2022-02-06 12:44:02 main:574] : INFO : Epoch 1725 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 6241.74 ms [2022-02-06 12:44:08 main:574] : INFO : Epoch 1726 | loss: 0.031163 | val_loss: 0.0311731 | Time: 6116.23 ms [2022-02-06 12:44:14 main:574] : INFO : Epoch 1727 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 6148.5 ms [2022-02-06 12:44:20 main:574] : INFO : Epoch 1728 | loss: 0.031165 | val_loss: 0.0311691 | Time: 6304.14 ms [2022-02-06 12:44:27 main:574] : INFO : Epoch 1729 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 6554.31 ms [2022-02-06 12:44:33 main:574] : INFO : Epoch 1730 | loss: 0.0311607 | val_loss: 0.0311708 | Time: 6260.44 ms [2022-02-06 12:44:40 main:574] : INFO : Epoch 1731 | loss: 0.0311609 | val_loss: 0.0311714 | Time: 6518.82 ms [2022-02-06 12:44:46 main:574] : INFO : Epoch 1732 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 6332.79 ms [2022-02-06 12:44:52 main:574] : INFO : Epoch 1733 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 6259.98 ms [2022-02-06 12:44:59 main:574] : INFO : Epoch 1734 | loss: 0.031162 | val_loss: 0.0311707 | Time: 6353.94 ms [2022-02-06 12:45:05 main:574] : INFO : Epoch 1735 | loss: 0.031161 | val_loss: 0.0311683 | Time: 6297.12 ms [2022-02-06 12:45:12 main:574] : INFO : Epoch 1736 | loss: 0.0311604 | val_loss: 0.0311692 | Time: 6373 ms [2022-02-06 12:45:18 main:574] : INFO : Epoch 1737 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 6147.89 ms [2022-02-06 12:45:24 main:574] : INFO : Epoch 1738 | loss: 0.0311601 | val_loss: 0.0311703 | Time: 6283.21 ms [2022-02-06 12:45:31 main:574] : INFO : Epoch 1739 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 6335.66 ms [2022-02-06 12:45:37 main:574] : INFO : Epoch 1740 | loss: 0.0311606 | val_loss: 0.0311702 | Time: 5976.95 ms [2022-02-06 12:45:43 main:574] : INFO : Epoch 1741 | loss: 0.0311606 | val_loss: 0.0311718 | Time: 6402.19 ms [2022-02-06 12:45:50 main:574] : INFO : Epoch 1742 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 6515.16 ms [2022-02-06 12:45:56 main:574] : INFO : Epoch 1743 | loss: 0.0311625 | val_loss: 0.031171 | Time: 6429.86 ms [2022-02-06 12:46:02 main:574] : INFO : Epoch 1744 | loss: 0.0311636 | val_loss: 0.0311744 | Time: 6147.99 ms [2022-02-06 12:46:08 main:574] : INFO : Epoch 1745 | loss: 0.0311635 | val_loss: 0.0311701 | Time: 6071.02 ms [2022-02-06 12:46:15 main:574] : INFO : Epoch 1746 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 6375.85 ms [2022-02-06 12:46:21 main:574] : INFO : Epoch 1747 | loss: 0.0311681 | val_loss: 0.0311812 | Time: 6326 ms [2022-02-06 12:46:28 main:574] : INFO : Epoch 1748 | loss: 0.0311677 | val_loss: 0.0311739 | Time: 6497.17 ms [2022-02-06 12:46:34 main:574] : INFO : Epoch 1749 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 6415.95 ms [2022-02-06 12:46:41 main:574] : INFO : Epoch 1750 | loss: 0.0311643 | val_loss: 0.031174 | Time: 6331.43 ms [2022-02-06 12:46:47 main:574] : INFO : Epoch 1751 | loss: 0.0311641 | val_loss: 0.0311749 | Time: 6320.39 ms [2022-02-06 12:46:53 main:574] : INFO : Epoch 1752 | loss: 0.0311632 | val_loss: 0.0311724 | Time: 6270.06 ms [2022-02-06 12:47:00 main:574] : INFO : Epoch 1753 | loss: 0.031163 | val_loss: 0.0311726 | Time: 6355.81 ms [2022-02-06 12:47:06 main:574] : INFO : Epoch 1754 | loss: 0.031163 | val_loss: 0.0311736 | Time: 6184.97 ms [2022-02-06 12:47:12 main:574] : INFO : Epoch 1755 | loss: 0.0311629 | val_loss: 0.031175 | Time: 6488.15 ms [2022-02-06 12:47:19 main:574] : INFO : Epoch 1756 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 6598.3 ms [2022-02-06 12:47:25 main:574] : INFO : Epoch 1757 | loss: 0.0311643 | val_loss: 0.0311738 | Time: 6355.1 ms [2022-02-06 12:47:32 main:574] : INFO : Epoch 1758 | loss: 0.031165 | val_loss: 0.0311745 | Time: 6355.48 ms [2022-02-06 12:47:38 main:574] : INFO : Epoch 1759 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 6443.45 ms [2022-02-06 12:47:44 main:574] : INFO : Epoch 1760 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 6237.63 ms [2022-02-06 12:47:51 main:574] : INFO : Epoch 1761 | loss: 0.0311658 | val_loss: 0.031175 | Time: 6496.32 ms [2022-02-06 12:47:58 main:574] : INFO : Epoch 1762 | loss: 0.0311657 | val_loss: 0.0311791 | Time: 6763.42 ms [2022-02-06 12:48:04 main:574] : INFO : Epoch 1763 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 6227.61 ms [2022-02-06 12:48:10 main:574] : INFO : Epoch 1764 | loss: 0.0311677 | val_loss: 0.031173 | Time: 6146.07 ms [2022-02-06 12:48:17 main:574] : INFO : Epoch 1765 | loss: 0.0311675 | val_loss: 0.0311714 | Time: 6406.16 ms [2022-02-06 12:48:23 main:574] : INFO : Epoch 1766 | loss: 0.0311627 | val_loss: 0.0311726 | Time: 6343.53 ms [2022-02-06 12:48:29 main:574] : INFO : Epoch 1767 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 6359.27 ms [2022-02-06 12:48:36 main:574] : INFO : Epoch 1768 | loss: 0.0311622 | val_loss: 0.031172 | Time: 6342.82 ms [2022-02-06 12:48:42 main:574] : INFO : Epoch 1769 | loss: 0.0311623 | val_loss: 0.0311727 | Time: 6430.21 ms [2022-02-06 12:48:49 main:574] : INFO : Epoch 1770 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 6293.83 ms [2022-02-06 12:48:55 main:574] : INFO : Epoch 1771 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 6486.71 ms [2022-02-06 12:49:01 main:574] : INFO : Epoch 1772 | loss: 0.0311633 | val_loss: 0.0311714 | Time: 6174.16 ms [2022-02-06 12:49:08 main:574] : INFO : Epoch 1773 | loss: 0.0311643 | val_loss: 0.0311715 | Time: 6279.62 ms [2022-02-06 12:49:14 main:574] : INFO : Epoch 1774 | loss: 0.0311635 | val_loss: 0.0311718 | Time: 6590.58 ms [2022-02-06 12:49:21 main:574] : INFO : Epoch 1775 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 6293.22 ms [2022-02-06 12:49:27 main:574] : INFO : Epoch 1776 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 6474.58 ms [2022-02-06 12:49:33 main:574] : INFO : Epoch 1777 | loss: 0.0311617 | val_loss: 0.0311727 | Time: 6135.8 ms [2022-02-06 12:49:40 main:574] : INFO : Epoch 1778 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 6463.84 ms [2022-02-06 12:49:47 main:574] : INFO : Epoch 1779 | loss: 0.031162 | val_loss: 0.0311757 | Time: 6516.8 ms [2022-02-06 12:49:53 main:574] : INFO : Epoch 1780 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 6255.62 ms [2022-02-06 12:49:59 main:574] : INFO : Epoch 1781 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 6392.54 ms [2022-02-06 12:50:06 main:574] : INFO : Epoch 1782 | loss: 0.0311613 | val_loss: 0.0311718 | Time: 6412.49 ms [2022-02-06 12:50:12 main:574] : INFO : Epoch 1783 | loss: 0.0311609 | val_loss: 0.0311709 | Time: 6312.62 ms [2022-02-06 12:50:18 main:574] : INFO : Epoch 1784 | loss: 0.0311619 | val_loss: 0.0311715 | Time: 6400.94 ms [2022-02-06 12:50:25 main:574] : INFO : Epoch 1785 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 6262.41 ms [2022-02-06 12:50:31 main:574] : INFO : Epoch 1786 | loss: 0.0311621 | val_loss: 0.0311707 | Time: 6572.5 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2080 Ti) [2022-02-06 12:58:46 main:435] : INFO : Set logging level to 1 [2022-02-06 12:58:46 main:441] : INFO : Running in BOINC Client mode [2022-02-06 12:58:46 main:444] : INFO : Resolving all filenames [2022-02-06 12:58:46 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-06 12:58:46 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-06 12:58:46 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-06 12:58:46 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-06 12:58:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-06 12:58:46 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-06 12:58:46 main:474] : INFO : Configuration: [2022-02-06 12:58:46 main:475] : INFO : Model type: GRU [2022-02-06 12:58:46 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-06 12:58:46 main:477] : INFO : Max Epochs: 2048 [2022-02-06 12:58:46 main:478] : INFO : Batch Size: 128 [2022-02-06 12:58:46 main:479] : INFO : Learning Rate: 0.01 [2022-02-06 12:58:46 main:480] : INFO : Patience: 10 [2022-02-06 12:58:46 main:481] : INFO : Hidden Width: 12 [2022-02-06 12:58:46 main:482] : INFO : # Recurrent Layers: 4 [2022-02-06 12:58:46 main:483] : INFO : # Backend Layers: 4 [2022-02-06 12:58:46 main:484] : INFO : # Threads: 1 [2022-02-06 12:58:46 main:486] : INFO : Preparing Dataset [2022-02-06 12:58:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-06 12:58:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-06 12:58:48 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-06 12:58:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-06 12:58:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-06 12:58:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-06 12:58:49 main:494] : INFO : Creating Model [2022-02-06 12:58:49 main:507] : INFO : Preparing config file [2022-02-06 12:58:49 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-06 12:58:49 main:512] : INFO : Loading config [2022-02-06 12:58:49 main:514] : INFO : Loading state [2022-02-06 12:58:50 main:559] : INFO : Loading DataLoader into Memory [2022-02-06 12:58:50 main:562] : INFO : Starting Training [2022-02-06 12:58:54 main:574] : INFO : Epoch 1764 | loss: 0.0312468 | val_loss: 0.0311882 | Time: 4392.67 ms [2022-02-06 12:58:59 main:574] : INFO : Epoch 1765 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 4254.2 ms [2022-02-06 12:59:03 main:574] : INFO : Epoch 1766 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 4183.79 ms [2022-02-06 12:59:07 main:574] : INFO : Epoch 1767 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 4556.58 ms [2022-02-06 12:59:11 main:574] : INFO : Epoch 1768 | loss: 0.031171 | val_loss: 0.0311754 | Time: 4113.97 ms [2022-02-06 12:59:16 main:574] : INFO : Epoch 1769 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 4081.92 ms [2022-02-06 12:59:20 main:574] : INFO : Epoch 1770 | loss: 0.0311707 | val_loss: 0.0311736 | Time: 4215.05 ms [2022-02-06 12:59:24 main:574] : INFO : Epoch 1771 | loss: 0.0311686 | val_loss: 0.0311721 | Time: 4166.55 ms [2022-02-06 12:59:28 main:574] : INFO : Epoch 1772 | loss: 0.0311667 | val_loss: 0.0311714 | Time: 4293.5 ms [2022-02-06 12:59:32 main:574] : INFO : Epoch 1773 | loss: 0.0311667 | val_loss: 0.03117 | Time: 4155.43 ms [2022-02-06 12:59:37 main:574] : INFO : Epoch 1774 | loss: 0.0311672 | val_loss: 0.0311717 | Time: 4256.94 ms [2022-02-06 12:59:41 main:574] : INFO : Epoch 1775 | loss: 0.0311681 | val_loss: 0.031172 | Time: 4421.21 ms [2022-02-06 12:59:45 main:574] : INFO : Epoch 1776 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 4160.95 ms [2022-02-06 12:59:50 main:574] : INFO : Epoch 1777 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 4217.65 ms [2022-02-06 12:59:54 main:574] : INFO : Epoch 1778 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 4153.11 ms [2022-02-06 12:59:58 main:574] : INFO : Epoch 1779 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 4182.45 ms [2022-02-06 13:00:02 main:574] : INFO : Epoch 1780 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 4098.76 ms [2022-02-06 13:00:06 main:574] : INFO : Epoch 1781 | loss: 0.0311667 | val_loss: 0.0311782 | Time: 4170.54 ms [2022-02-06 13:00:11 main:574] : INFO : Epoch 1782 | loss: 0.0311766 | val_loss: 0.03119 | Time: 4251.19 ms [2022-02-06 13:00:15 main:574] : INFO : Epoch 1783 | loss: 0.031172 | val_loss: 0.0311744 | Time: 4294.28 ms [2022-02-06 13:00:19 main:574] : INFO : Epoch 1784 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 4006.97 ms [2022-02-06 13:00:23 main:574] : INFO : Epoch 1785 | loss: 0.0311675 | val_loss: 0.031173 | Time: 4082.54 ms [2022-02-06 13:00:27 main:574] : INFO : Epoch 1786 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 4287.38 ms [2022-02-06 13:00:32 main:574] : INFO : Epoch 1787 | loss: 0.0311854 | val_loss: 0.0311859 | Time: 4208.49 ms [2022-02-06 13:00:36 main:574] : INFO : Epoch 1788 | loss: 0.0311869 | val_loss: 0.0311839 | Time: 4019.18 ms [2022-02-06 13:00:40 main:574] : INFO : Epoch 1789 | loss: 0.0311813 | val_loss: 0.031179 | Time: 4101.02 ms [2022-02-06 13:00:44 main:574] : INFO : Epoch 1790 | loss: 0.0311776 | val_loss: 0.0311782 | Time: 3975.29 ms [2022-02-06 13:00:48 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311757 | Time: 4216.5 ms [2022-02-06 13:00:52 main:574] : INFO : Epoch 1792 | loss: 0.0311763 | val_loss: 0.0311752 | Time: 4373.25 ms [2022-02-06 13:00:56 main:574] : INFO : Epoch 1793 | loss: 0.0311745 | val_loss: 0.0311742 | Time: 3990.11 ms [2022-02-06 13:01:01 main:574] : INFO : Epoch 1794 | loss: 0.0311738 | val_loss: 0.031174 | Time: 4179.51 ms [2022-02-06 13:01:05 main:574] : INFO : Epoch 1795 | loss: 0.0311738 | val_loss: 0.0311746 | Time: 4176.86 ms [2022-02-06 13:01:09 main:574] : INFO : Epoch 1796 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 4274.01 ms [2022-02-06 13:01:13 main:574] : INFO : Epoch 1797 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 4107.73 ms [2022-02-06 13:01:17 main:574] : INFO : Epoch 1798 | loss: 0.0311736 | val_loss: 0.0311726 | Time: 4265.61 ms [2022-02-06 13:01:22 main:574] : INFO : Epoch 1799 | loss: 0.0311723 | val_loss: 0.0311714 | Time: 4430.11 ms [2022-02-06 13:01:26 main:574] : INFO : Epoch 1800 | loss: 0.0311724 | val_loss: 0.0311726 | Time: 4164 ms [2022-02-06 13:01:30 main:574] : INFO : Epoch 1801 | loss: 0.0311734 | val_loss: 0.031172 | Time: 4150.82 ms [2022-02-06 13:01:34 main:574] : INFO : Epoch 1802 | loss: 0.0311715 | val_loss: 0.031172 | Time: 4045.17 ms [2022-02-06 13:01:38 main:574] : INFO : Epoch 1803 | loss: 0.0311717 | val_loss: 0.0311734 | Time: 4103.44 ms [2022-02-06 13:01:43 main:574] : INFO : Epoch 1804 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 4101.57 ms [2022-02-06 13:01:47 main:574] : INFO : Epoch 1805 | loss: 0.0311762 | val_loss: 0.0311786 | Time: 4054.42 ms [2022-02-06 13:01:51 main:574] : INFO : Epoch 1806 | loss: 0.0311723 | val_loss: 0.0311731 | Time: 4311.03 ms [2022-02-06 13:01:55 main:574] : INFO : Epoch 1807 | loss: 0.0311714 | val_loss: 0.0311733 | Time: 4145.25 ms [2022-02-06 13:01:59 main:574] : INFO : Epoch 1808 | loss: 0.0311738 | val_loss: 0.0311743 | Time: 4242.03 ms [2022-02-06 13:02:04 main:574] : INFO : Epoch 1809 | loss: 0.0311728 | val_loss: 0.0311739 | Time: 4461.02 ms [2022-02-06 13:02:08 main:574] : INFO : Epoch 1810 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 4099.42 ms [2022-02-06 13:02:12 main:574] : INFO : Epoch 1811 | loss: 0.0311842 | val_loss: 0.031179 | Time: 4362.3 ms [2022-02-06 13:02:17 main:574] : INFO : Epoch 1812 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 4382.02 ms [2022-02-06 13:02:21 main:574] : INFO : Epoch 1813 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 4045.8 ms [2022-02-06 13:02:25 main:574] : INFO : Epoch 1814 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 4235.12 ms [2022-02-06 13:02:29 main:574] : INFO : Epoch 1815 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 4155.71 ms [2022-02-06 13:02:33 main:574] : INFO : Epoch 1816 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 4051.98 ms [2022-02-06 13:02:38 main:574] : INFO : Epoch 1817 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 4203.65 ms [2022-02-06 13:02:42 main:574] : INFO : Epoch 1818 | loss: 0.031176 | val_loss: 0.0311745 | Time: 4057.25 ms [2022-02-06 13:02:46 main:574] : INFO : Epoch 1819 | loss: 0.0311763 | val_loss: 0.0311759 | Time: 4231.29 ms [2022-02-06 13:02:50 main:574] : INFO : Epoch 1820 | loss: 0.0311756 | val_loss: 0.031178 | Time: 4097.31 ms [2022-02-06 13:02:54 main:574] : INFO : Epoch 1821 | loss: 0.0311748 | val_loss: 0.0311751 | Time: 4233.76 ms [2022-02-06 13:02:58 main:574] : INFO : Epoch 1822 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 4011.3 ms [2022-02-06 13:03:03 main:574] : INFO : Epoch 1823 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 4357.78 ms [2022-02-06 13:03:07 main:574] : INFO : Epoch 1824 | loss: 0.0311725 | val_loss: 0.031175 | Time: 4537.77 ms [2022-02-06 13:03:12 main:574] : INFO : Epoch 1825 | loss: 0.0311729 | val_loss: 0.0311745 | Time: 4531.06 ms [2022-02-06 13:03:16 main:574] : INFO : Epoch 1826 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 3975 ms [2022-02-06 13:03:20 main:574] : INFO : Epoch 1827 | loss: 0.0311721 | val_loss: 0.0311737 | Time: 4219.45 ms [2022-02-06 13:03:24 main:574] : INFO : Epoch 1828 | loss: 0.0311747 | val_loss: 0.031175 | Time: 4379.72 ms [2022-02-06 13:03:29 main:574] : INFO : Epoch 1829 | loss: 0.0311767 | val_loss: 0.0311751 | Time: 4276.92 ms [2022-02-06 13:03:33 main:574] : INFO : Epoch 1830 | loss: 0.0311766 | val_loss: 0.0311724 | Time: 4637.61 ms [2022-02-06 13:03:38 main:574] : INFO : Epoch 1831 | loss: 0.0311758 | val_loss: 0.0311709 | Time: 4154.92 ms [2022-02-06 13:03:42 main:574] : INFO : Epoch 1832 | loss: 0.0311745 | val_loss: 0.0311702 | Time: 4259.01 ms [2022-02-06 13:03:46 main:574] : INFO : Epoch 1833 | loss: 0.0311745 | val_loss: 0.0311857 | Time: 4220.44 ms [2022-02-06 13:03:50 main:574] : INFO : Epoch 1834 | loss: 0.0312002 | val_loss: 0.0311937 | Time: 4150.63 ms [2022-02-06 13:03:55 main:574] : INFO : Epoch 1835 | loss: 0.031193 | val_loss: 0.031186 | Time: 4225.23 ms [2022-02-06 13:03:59 main:574] : INFO : Epoch 1836 | loss: 0.0311853 | val_loss: 0.0311825 | Time: 4184.99 ms [2022-02-06 13:04:03 main:574] : INFO : Epoch 1837 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 4269.89 ms [2022-02-06 13:04:08 main:574] : INFO : Epoch 1838 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 4589.16 ms [2022-02-06 13:04:12 main:574] : INFO : Epoch 1839 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 4480.72 ms [2022-02-06 13:04:17 main:574] : INFO : Epoch 1840 | loss: 0.0311743 | val_loss: 0.031175 | Time: 4445.6 ms [2022-02-06 13:04:21 main:574] : INFO : Epoch 1841 | loss: 0.0311757 | val_loss: 0.0311763 | Time: 4233.83 ms [2022-02-06 13:04:26 main:574] : INFO : Epoch 1842 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 4666.07 ms [2022-02-06 13:04:30 main:574] : INFO : Epoch 1843 | loss: 0.0311768 | val_loss: 0.0311782 | Time: 4335.51 ms [2022-02-06 13:04:34 main:574] : INFO : Epoch 1844 | loss: 0.0311765 | val_loss: 0.0311759 | Time: 4377.24 ms [2022-02-06 13:04:39 main:574] : INFO : Epoch 1845 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 4439.52 ms [2022-02-06 13:04:43 main:574] : INFO : Epoch 1846 | loss: 0.0311766 | val_loss: 0.0311768 | Time: 4275.2 ms [2022-02-06 13:04:47 main:574] : INFO : Epoch 1847 | loss: 0.0311743 | val_loss: 0.0311741 | Time: 4092.57 ms [2022-02-06 13:04:52 main:574] : INFO : Epoch 1848 | loss: 0.031173 | val_loss: 0.0311744 | Time: 4490.38 ms [2022-02-06 13:04:56 main:574] : INFO : Epoch 1849 | loss: 0.0311732 | val_loss: 0.0311745 | Time: 4522.54 ms [2022-02-06 13:05:01 main:574] : INFO : Epoch 1850 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 4251.21 ms [2022-02-06 13:05:05 main:574] : INFO : Epoch 1851 | loss: 0.0311734 | val_loss: 0.0311742 | Time: 4474.92 ms [2022-02-06 13:05:09 main:574] : INFO : Epoch 1852 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 4134.73 ms [2022-02-06 13:05:14 main:574] : INFO : Epoch 1853 | loss: 0.0311713 | val_loss: 0.0311729 | Time: 4350.17 ms [2022-02-06 13:05:18 main:574] : INFO : Epoch 1854 | loss: 0.031171 | val_loss: 0.0311759 | Time: 4621.81 ms [2022-02-06 13:05:23 main:574] : INFO : Epoch 1855 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 4226.62 ms [2022-02-06 13:05:27 main:574] : INFO : Epoch 1856 | loss: 0.0311728 | val_loss: 0.0311722 | Time: 4686.33 ms [2022-02-06 13:05:31 main:574] : INFO : Epoch 1857 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 4055.76 ms [2022-02-06 13:05:36 main:574] : INFO : Epoch 1858 | loss: 0.0311712 | val_loss: 0.0311727 | Time: 4525.9 ms [2022-02-06 13:05:40 main:574] : INFO : Epoch 1859 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 4274.71 ms [2022-02-06 13:05:44 main:574] : INFO : Epoch 1860 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 4171.47 ms [2022-02-06 13:05:49 main:574] : INFO : Epoch 1861 | loss: 0.03117 | val_loss: 0.0311736 | Time: 4499.88 ms [2022-02-06 13:05:55 main:574] : INFO : Epoch 1862 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 6002.01 ms [2022-02-06 13:06:01 main:574] : INFO : Epoch 1863 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 6234.4 ms [2022-02-06 13:06:07 main:574] : INFO : Epoch 1864 | loss: 0.03117 | val_loss: 0.0311722 | Time: 6180.84 ms [2022-02-06 13:06:14 main:574] : INFO : Epoch 1865 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 6407.76 ms [2022-02-06 13:06:20 main:574] : INFO : Epoch 1866 | loss: 0.0311725 | val_loss: 0.031175 | Time: 6233.93 ms [2022-02-06 13:06:26 main:574] : INFO : Epoch 1867 | loss: 0.0311714 | val_loss: 0.0311729 | Time: 6156.57 ms [2022-02-06 13:06:33 main:574] : INFO : Epoch 1868 | loss: 0.0311694 | val_loss: 0.0311726 | Time: 6166.25 ms [2022-02-06 13:06:39 main:574] : INFO : Epoch 1869 | loss: 0.0311701 | val_loss: 0.031174 | Time: 6174.01 ms [2022-02-06 13:06:45 main:574] : INFO : Epoch 1870 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 6155.76 ms [2022-02-06 13:06:51 main:574] : INFO : Epoch 1871 | loss: 0.0311714 | val_loss: 0.0311728 | Time: 6190.97 ms [2022-02-06 13:06:58 main:574] : INFO : Epoch 1872 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 6282.46 ms [2022-02-06 13:07:04 main:574] : INFO : Epoch 1873 | loss: 0.0311725 | val_loss: 0.0311743 | Time: 6066.1 ms [2022-02-06 13:07:10 main:574] : INFO : Epoch 1874 | loss: 0.0311701 | val_loss: 0.0311727 | Time: 6155.25 ms [2022-02-06 13:07:16 main:574] : INFO : Epoch 1875 | loss: 0.0311693 | val_loss: 0.031174 | Time: 6228.15 ms [2022-02-06 13:07:22 main:574] : INFO : Epoch 1876 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 6404.32 ms [2022-02-06 13:07:29 main:574] : INFO : Epoch 1877 | loss: 0.0311787 | val_loss: 0.031181 | Time: 6238.15 ms [2022-02-06 13:07:35 main:574] : INFO : Epoch 1878 | loss: 0.0311792 | val_loss: 0.0311787 | Time: 6313.56 ms [2022-02-06 13:07:41 main:574] : INFO : Epoch 1879 | loss: 0.0311798 | val_loss: 0.0311868 | Time: 6397.01 ms [2022-02-06 13:07:48 main:574] : INFO : Epoch 1880 | loss: 0.0311845 | val_loss: 0.0311846 | Time: 6424.65 ms [2022-02-06 13:07:54 main:574] : INFO : Epoch 1881 | loss: 0.0311798 | val_loss: 0.0311744 | Time: 6245.85 ms [2022-02-06 13:08:01 main:574] : INFO : Epoch 1882 | loss: 0.031176 | val_loss: 0.0311796 | Time: 6259.56 ms [2022-02-06 13:08:07 main:574] : INFO : Epoch 1883 | loss: 0.0311758 | val_loss: 0.0311752 | Time: 6202.94 ms [2022-02-06 13:08:13 main:574] : INFO : Epoch 1884 | loss: 0.0311733 | val_loss: 0.0311749 | Time: 6184.5 ms [2022-02-06 13:08:19 main:574] : INFO : Epoch 1885 | loss: 0.031173 | val_loss: 0.0311748 | Time: 6214.38 ms [2022-02-06 13:08:25 main:574] : INFO : Epoch 1886 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 6194.61 ms [2022-02-06 13:08:32 main:574] : INFO : Epoch 1887 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 6262.29 ms [2022-02-06 13:08:38 main:574] : INFO : Epoch 1888 | loss: 0.0311713 | val_loss: 0.031173 | Time: 6343.09 ms [2022-02-06 13:08:44 main:574] : INFO : Epoch 1889 | loss: 0.0311702 | val_loss: 0.0311729 | Time: 6203.94 ms [2022-02-06 13:08:51 main:574] : INFO : Epoch 1890 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 6241.28 ms [2022-02-06 13:08:57 main:574] : INFO : Epoch 1891 | loss: 0.0311718 | val_loss: 0.0311733 | Time: 6315.14 ms [2022-02-06 13:09:03 main:574] : INFO : Epoch 1892 | loss: 0.0311708 | val_loss: 0.0311718 | Time: 6217.78 ms [2022-02-06 13:09:09 main:574] : INFO : Epoch 1893 | loss: 0.0311701 | val_loss: 0.0311714 | Time: 6049.95 ms [2022-02-06 13:09:15 main:574] : INFO : Epoch 1894 | loss: 0.0311714 | val_loss: 0.0311811 | Time: 6087.3 ms [2022-02-06 13:09:22 main:574] : INFO : Epoch 1895 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 6269.03 ms [2022-02-06 13:09:28 main:574] : INFO : Epoch 1896 | loss: 0.0311724 | val_loss: 0.031175 | Time: 6383.69 ms [2022-02-06 13:09:34 main:574] : INFO : Epoch 1897 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 6300.63 ms [2022-02-06 13:09:41 main:574] : INFO : Epoch 1898 | loss: 0.031174 | val_loss: 0.0311722 | Time: 6270.71 ms [2022-02-06 13:09:47 main:574] : INFO : Epoch 1899 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 6296.01 ms [2022-02-06 13:09:53 main:574] : INFO : Epoch 1900 | loss: 0.0311717 | val_loss: 0.0311729 | Time: 6331.15 ms [2022-02-06 13:10:00 main:574] : INFO : Epoch 1901 | loss: 0.0311699 | val_loss: 0.0311715 | Time: 6372.52 ms [2022-02-06 13:10:06 main:574] : INFO : Epoch 1902 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 6518.17 ms [2022-02-06 13:10:12 main:574] : INFO : Epoch 1903 | loss: 0.0311681 | val_loss: 0.0311729 | Time: 6215.4 ms [2022-02-06 13:10:19 main:574] : INFO : Epoch 1904 | loss: 0.0311707 | val_loss: 0.0311739 | Time: 6378.51 ms [2022-02-06 13:10:26 main:574] : INFO : Epoch 1905 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 6808.51 ms [2022-02-06 13:10:32 main:574] : INFO : Epoch 1906 | loss: 0.0311703 | val_loss: 0.0311737 | Time: 6381.12 ms [2022-02-06 13:10:38 main:574] : INFO : Epoch 1907 | loss: 0.0311712 | val_loss: 0.031174 | Time: 6282.69 ms [2022-02-06 13:10:45 main:574] : INFO : Epoch 1908 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 6288.69 ms [2022-02-06 13:10:51 main:574] : INFO : Epoch 1909 | loss: 0.0311712 | val_loss: 0.0311706 | Time: 6314.69 ms [2022-02-06 13:10:57 main:574] : INFO : Epoch 1910 | loss: 0.0311692 | val_loss: 0.0311705 | Time: 6244.95 ms [2022-02-06 13:11:04 main:574] : INFO : Epoch 1911 | loss: 0.0311687 | val_loss: 0.0311705 | Time: 6544.78 ms [2022-02-06 13:11:10 main:574] : INFO : Epoch 1912 | loss: 0.0311698 | val_loss: 0.0311709 | Time: 6306.16 ms [2022-02-06 13:11:16 main:574] : INFO : Epoch 1913 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 6271.45 ms [2022-02-06 13:11:23 main:574] : INFO : Epoch 1914 | loss: 0.0311688 | val_loss: 0.0311713 | Time: 6445.33 ms [2022-02-06 13:11:29 main:574] : INFO : Epoch 1915 | loss: 0.0311688 | val_loss: 0.0311727 | Time: 6266.2 ms [2022-02-06 13:11:36 main:574] : INFO : Epoch 1916 | loss: 0.0311677 | val_loss: 0.031172 | Time: 6248.55 ms [2022-02-06 13:11:42 main:574] : INFO : Epoch 1917 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 6303.16 ms [2022-02-06 13:11:48 main:574] : INFO : Epoch 1918 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 6284.06 ms [2022-02-06 13:11:55 main:574] : INFO : Epoch 1919 | loss: 0.0311668 | val_loss: 0.0311704 | Time: 6338.16 ms [2022-02-06 13:12:01 main:574] : INFO : Epoch 1920 | loss: 0.0311666 | val_loss: 0.0311689 | Time: 6341.78 ms [2022-02-06 13:12:07 main:574] : INFO : Epoch 1921 | loss: 0.0311673 | val_loss: 0.0311725 | Time: 6498.64 ms [2022-02-06 13:12:14 main:574] : INFO : Epoch 1922 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 6299.85 ms [2022-02-06 13:12:20 main:574] : INFO : Epoch 1923 | loss: 0.0311703 | val_loss: 0.0311699 | Time: 6198.19 ms [2022-02-06 13:12:26 main:574] : INFO : Epoch 1924 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 6195.1 ms [2022-02-06 13:12:33 main:574] : INFO : Epoch 1925 | loss: 0.031167 | val_loss: 0.0311697 | Time: 6299.42 ms [2022-02-06 13:12:39 main:574] : INFO : Epoch 1926 | loss: 0.031167 | val_loss: 0.0311696 | Time: 6544.21 ms [2022-02-06 13:12:45 main:574] : INFO : Epoch 1927 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 6338.92 ms [2022-02-06 13:12:52 main:574] : INFO : Epoch 1928 | loss: 0.0311666 | val_loss: 0.031174 | Time: 6270.3 ms [2022-02-06 13:12:58 main:574] : INFO : Epoch 1929 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 6153.15 ms [2022-02-06 13:13:04 main:574] : INFO : Epoch 1930 | loss: 0.0311649 | val_loss: 0.031173 | Time: 6223.98 ms [2022-02-06 13:13:10 main:574] : INFO : Epoch 1931 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 6246.09 ms [2022-02-06 13:13:17 main:574] : INFO : Epoch 1932 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 6330.46 ms [2022-02-06 13:13:23 main:574] : INFO : Epoch 1933 | loss: 0.0311677 | val_loss: 0.0311729 | Time: 6239.37 ms [2022-02-06 13:13:29 main:574] : INFO : Epoch 1934 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 6341.5 ms [2022-02-06 13:13:36 main:574] : INFO : Epoch 1935 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 6439.55 ms [2022-02-06 13:13:42 main:574] : INFO : Epoch 1936 | loss: 0.0311661 | val_loss: 0.0311722 | Time: 6446.86 ms [2022-02-06 13:13:49 main:574] : INFO : Epoch 1937 | loss: 0.031166 | val_loss: 0.0311698 | Time: 6301.87 ms [2022-02-06 13:13:56 main:574] : INFO : Epoch 1938 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 6522.04 ms [2022-02-06 13:14:02 main:574] : INFO : Epoch 1939 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 6198.45 ms [2022-02-06 13:14:08 main:574] : INFO : Epoch 1940 | loss: 0.0311676 | val_loss: 0.0311724 | Time: 6275.51 ms [2022-02-06 13:14:15 main:574] : INFO : Epoch 1941 | loss: 0.031166 | val_loss: 0.0311721 | Time: 6367.63 ms [2022-02-06 13:14:21 main:574] : INFO : Epoch 1942 | loss: 0.0311676 | val_loss: 0.031171 | Time: 6124.82 ms [2022-02-06 13:14:27 main:574] : INFO : Epoch 1943 | loss: 0.0311686 | val_loss: 0.0311732 | Time: 6431.05 ms [2022-02-06 13:14:33 main:574] : INFO : Epoch 1944 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 6226.2 ms [2022-02-06 13:14:40 main:574] : INFO : Epoch 1945 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 6094.4 ms [2022-02-06 13:14:46 main:574] : INFO : Epoch 1946 | loss: 0.0311668 | val_loss: 0.0311709 | Time: 6460.9 ms [2022-02-06 13:14:52 main:574] : INFO : Epoch 1947 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 6335.31 ms [2022-02-06 13:14:59 main:574] : INFO : Epoch 1948 | loss: 0.0311704 | val_loss: 0.0311718 | Time: 6317.76 ms [2022-02-06 13:15:05 main:574] : INFO : Epoch 1949 | loss: 0.0311698 | val_loss: 0.0311716 | Time: 6503.71 ms [2022-02-06 13:15:11 main:574] : INFO : Epoch 1950 | loss: 0.031169 | val_loss: 0.0311723 | Time: 6055.66 ms [2022-02-06 13:15:18 main:574] : INFO : Epoch 1951 | loss: 0.0311705 | val_loss: 0.0311746 | Time: 6629.71 ms [2022-02-06 13:15:24 main:574] : INFO : Epoch 1952 | loss: 0.0311717 | val_loss: 0.0311752 | Time: 6148.14 ms [2022-02-06 13:15:31 main:574] : INFO : Epoch 1953 | loss: 0.0311728 | val_loss: 0.0311732 | Time: 6344.99 ms [2022-02-06 13:15:37 main:574] : INFO : Epoch 1954 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 6386.78 ms [2022-02-06 13:15:43 main:574] : INFO : Epoch 1955 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 6243.79 ms [2022-02-06 13:15:49 main:574] : INFO : Epoch 1956 | loss: 0.0311721 | val_loss: 0.0311742 | Time: 6262.46 ms [2022-02-06 13:15:56 main:574] : INFO : Epoch 1957 | loss: 0.0311722 | val_loss: 0.0311731 | Time: 6282.89 ms [2022-02-06 13:16:02 main:574] : INFO : Epoch 1958 | loss: 0.031171 | val_loss: 0.0311732 | Time: 6251.61 ms [2022-02-06 13:16:09 main:574] : INFO : Epoch 1959 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 6556.8 ms [2022-02-06 13:16:15 main:574] : INFO : Epoch 1960 | loss: 0.0311789 | val_loss: 0.031181 | Time: 6338.21 ms [2022-02-06 13:16:21 main:574] : INFO : Epoch 1961 | loss: 0.0311789 | val_loss: 0.0311817 | Time: 6399.32 ms [2022-02-06 13:16:28 main:574] : INFO : Epoch 1962 | loss: 0.0311793 | val_loss: 0.031181 | Time: 6511.62 ms [2022-02-06 13:16:34 main:574] : INFO : Epoch 1963 | loss: 0.0311789 | val_loss: 0.0311792 | Time: 6324.38 ms [2022-02-06 13:16:41 main:574] : INFO : Epoch 1964 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 6219.6 ms [2022-02-06 13:16:47 main:574] : INFO : Epoch 1965 | loss: 0.0311788 | val_loss: 0.0311795 | Time: 6284.36 ms [2022-02-06 13:16:54 main:574] : INFO : Epoch 1966 | loss: 0.0311796 | val_loss: 0.0311803 | Time: 6722.61 ms [2022-02-06 13:17:00 main:574] : INFO : Epoch 1967 | loss: 0.031181 | val_loss: 0.0311786 | Time: 6312.88 ms [2022-02-06 13:17:07 main:574] : INFO : Epoch 1968 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 6533.28 ms [2022-02-06 13:17:13 main:574] : INFO : Epoch 1969 | loss: 0.0311784 | val_loss: 0.0311779 | Time: 6203.61 ms [2022-02-06 13:17:19 main:574] : INFO : Epoch 1970 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 6267.97 ms [2022-02-06 13:17:26 main:574] : INFO : Epoch 1971 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 6434.66 ms [2022-02-06 13:17:32 main:574] : INFO : Epoch 1972 | loss: 0.0311829 | val_loss: 0.0311789 | Time: 6245.51 ms [2022-02-06 13:17:38 main:574] : INFO : Epoch 1973 | loss: 0.031182 | val_loss: 0.0311813 | Time: 6368.26 ms [2022-02-06 13:17:45 main:574] : INFO : Epoch 1974 | loss: 0.0311844 | val_loss: 0.0311828 | Time: 6546.52 ms [2022-02-06 13:17:51 main:574] : INFO : Epoch 1975 | loss: 0.031183 | val_loss: 0.0311827 | Time: 6269.36 ms [2022-02-06 13:17:58 main:574] : INFO : Epoch 1976 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 6248.49 ms [2022-02-06 13:18:04 main:574] : INFO : Epoch 1977 | loss: 0.03118 | val_loss: 0.0311817 | Time: 6234.96 ms [2022-02-06 13:18:10 main:574] : INFO : Epoch 1978 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 6266.82 ms [2022-02-06 13:18:17 main:574] : INFO : Epoch 1979 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 6413.82 ms [2022-02-06 13:18:23 main:574] : INFO : Epoch 1980 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 6470.03 ms [2022-02-06 13:18:30 main:574] : INFO : Epoch 1981 | loss: 0.0311791 | val_loss: 0.0311828 | Time: 6445.27 ms [2022-02-06 13:18:36 main:574] : INFO : Epoch 1982 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 6611.47 ms [2022-02-06 13:18:43 main:574] : INFO : Epoch 1983 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 6587.23 ms [2022-02-06 13:18:50 main:574] : INFO : Epoch 1984 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 6707.89 ms [2022-02-06 13:19:06 main:574] : INFO : Epoch 1985 | loss: 0.031179 | val_loss: 0.0311799 | Time: 16545.4 ms [2022-02-06 13:19:13 main:574] : INFO : Epoch 1986 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 6350.32 ms [2022-02-06 13:19:20 main:574] : INFO : Epoch 1987 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 6386.28 ms [2022-02-06 13:19:26 main:574] : INFO : Epoch 1988 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 6745.54 ms [2022-02-06 13:19:33 main:574] : INFO : Epoch 1989 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 6571.17 ms [2022-02-06 13:19:40 main:574] : INFO : Epoch 1990 | loss: 0.0311797 | val_loss: 0.0311813 | Time: 6575.87 ms [2022-02-06 13:19:46 main:574] : INFO : Epoch 1991 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 6591.96 ms [2022-02-06 13:20:03 main:574] : INFO : Epoch 1992 | loss: 0.0311791 | val_loss: 0.0311785 | Time: 16434.6 ms [2022-02-06 13:20:09 main:574] : INFO : Epoch 1993 | loss: 0.0311797 | val_loss: 0.0311762 | Time: 6480.82 ms [2022-02-06 13:20:16 main:574] : INFO : Epoch 1994 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 6495.48 ms [2022-02-06 13:20:22 main:574] : INFO : Epoch 1995 | loss: 0.0311766 | val_loss: 0.0311753 | Time: 6288.61 ms [2022-02-06 13:20:29 main:574] : INFO : Epoch 1996 | loss: 0.0311764 | val_loss: 0.0311763 | Time: 6593.41 ms [2022-02-06 13:20:35 main:574] : INFO : Epoch 1997 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 6487.9 ms [2022-02-06 13:20:42 main:574] : INFO : Epoch 1998 | loss: 0.0311767 | val_loss: 0.0311773 | Time: 6483.19 ms [2022-02-06 13:20:48 main:574] : INFO : Epoch 1999 | loss: 0.0311789 | val_loss: 0.0311765 | Time: 6386.83 ms [2022-02-06 13:20:55 main:574] : INFO : Epoch 2000 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 6506.13 ms [2022-02-06 13:21:01 main:574] : INFO : Epoch 2001 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 6481.5 ms [2022-02-06 13:21:08 main:574] : INFO : Epoch 2002 | loss: 0.031176 | val_loss: 0.0311769 | Time: 6255.22 ms [2022-02-06 13:21:14 main:574] : INFO : Epoch 2003 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 6446.56 ms [2022-02-06 13:21:21 main:574] : INFO : Epoch 2004 | loss: 0.0311774 | val_loss: 0.0311771 | Time: 6484.74 ms [2022-02-06 13:21:27 main:574] : INFO : Epoch 2005 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 6397.28 ms [2022-02-06 13:21:33 main:574] : INFO : Epoch 2006 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 6233.3 ms [2022-02-06 13:21:40 main:574] : INFO : Epoch 2007 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 6297.89 ms [2022-02-06 13:21:46 main:574] : INFO : Epoch 2008 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 6338.61 ms [2022-02-06 13:21:53 main:574] : INFO : Epoch 2009 | loss: 0.0311768 | val_loss: 0.0311803 | Time: 6501.03 ms [2022-02-06 13:21:59 main:574] : INFO : Epoch 2010 | loss: 0.0311768 | val_loss: 0.0311762 | Time: 6686.8 ms [2022-02-06 13:22:06 main:574] : INFO : Epoch 2011 | loss: 0.0311769 | val_loss: 0.0311783 | Time: 6511.24 ms [2022-02-06 13:22:13 main:574] : INFO : Epoch 2012 | loss: 0.0311769 | val_loss: 0.031179 | Time: 6656.22 ms [2022-02-06 13:22:19 main:574] : INFO : Epoch 2013 | loss: 0.0311764 | val_loss: 0.031178 | Time: 6212.5 ms [2022-02-06 13:22:25 main:574] : INFO : Epoch 2014 | loss: 0.031177 | val_loss: 0.0311789 | Time: 6433.43 ms [2022-02-06 13:22:32 main:574] : INFO : Epoch 2015 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 6384.26 ms [2022-02-06 13:22:38 main:574] : INFO : Epoch 2016 | loss: 0.0311755 | val_loss: 0.0311789 | Time: 6290.15 ms [2022-02-06 13:22:44 main:574] : INFO : Epoch 2017 | loss: 0.0311764 | val_loss: 0.0311787 | Time: 6319.05 ms [2022-02-06 13:22:50 main:574] : INFO : Epoch 2018 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 6183.07 ms [2022-02-06 13:22:57 main:574] : INFO : Epoch 2019 | loss: 0.031176 | val_loss: 0.0311806 | Time: 6322.88 ms [2022-02-06 13:23:03 main:574] : INFO : Epoch 2020 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 6406.51 ms [2022-02-06 13:23:10 main:574] : INFO : Epoch 2021 | loss: 0.0311799 | val_loss: 0.0311803 | Time: 6286.62 ms [2022-02-06 13:23:16 main:574] : INFO : Epoch 2022 | loss: 0.0312624 | val_loss: 0.0315864 | Time: 6264.56 ms [2022-02-06 13:23:22 main:574] : INFO : Epoch 2023 | loss: 0.0366522 | val_loss: 0.0332389 | Time: 6240.33 ms [2022-02-06 13:23:29 main:574] : INFO : Epoch 2024 | loss: 0.0317572 | val_loss: 0.0313434 | Time: 6523.01 ms [2022-02-06 13:23:35 main:574] : INFO : Epoch 2025 | loss: 0.0312644 | val_loss: 0.0312007 | Time: 6175.28 ms [2022-02-06 13:23:41 main:574] : INFO : Epoch 2026 | loss: 0.0311973 | val_loss: 0.0311881 | Time: 6174.49 ms [2022-02-06 13:23:47 main:574] : INFO : Epoch 2027 | loss: 0.0311876 | val_loss: 0.0311825 | Time: 6237.79 ms [2022-02-06 13:23:54 main:574] : INFO : Epoch 2028 | loss: 0.0311853 | val_loss: 0.0311819 | Time: 6228.38 ms [2022-02-06 13:24:00 main:574] : INFO : Epoch 2029 | loss: 0.031184 | val_loss: 0.0311812 | Time: 6548.5 ms [2022-02-06 13:24:07 main:574] : INFO : Epoch 2030 | loss: 0.0311829 | val_loss: 0.0311807 | Time: 6453.98 ms [2022-02-06 13:24:13 main:574] : INFO : Epoch 2031 | loss: 0.0311821 | val_loss: 0.0311805 | Time: 6566.37 ms [2022-02-06 13:24:20 main:574] : INFO : Epoch 2032 | loss: 0.0311815 | val_loss: 0.0311809 | Time: 6339.57 ms [2022-02-06 13:24:26 main:574] : INFO : Epoch 2033 | loss: 0.0311823 | val_loss: 0.0311817 | Time: 6311.12 ms [2022-02-06 13:24:32 main:574] : INFO : Epoch 2034 | loss: 0.0311818 | val_loss: 0.0311818 | Time: 6256.89 ms [2022-02-06 13:24:39 main:574] : INFO : Epoch 2035 | loss: 0.0311811 | val_loss: 0.0311801 | Time: 6330.41 ms [2022-02-06 13:24:45 main:574] : INFO : Epoch 2036 | loss: 0.0311804 | val_loss: 0.0311795 | Time: 6199.07 ms [2022-02-06 13:24:51 main:574] : INFO : Epoch 2037 | loss: 0.0311798 | val_loss: 0.0311796 | Time: 6232.42 ms [2022-02-06 13:24:58 main:574] : INFO : Epoch 2038 | loss: 0.0311794 | val_loss: 0.0311787 | Time: 6229.41 ms [2022-02-06 13:25:04 main:574] : INFO : Epoch 2039 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 6288.82 ms [2022-02-06 13:25:11 main:574] : INFO : Epoch 2040 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 6623.42 ms [2022-02-06 13:25:17 main:574] : INFO : Epoch 2041 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 6355.31 ms [2022-02-06 13:25:23 main:574] : INFO : Epoch 2042 | loss: 0.0311786 | val_loss: 0.0311778 | Time: 6215.51 ms [2022-02-06 13:25:30 main:574] : INFO : Epoch 2043 | loss: 0.0311792 | val_loss: 0.0311799 | Time: 6307.52 ms [2022-02-06 13:25:36 main:574] : INFO : Epoch 2044 | loss: 0.03118 | val_loss: 0.0311794 | Time: 6269.4 ms [2022-02-06 13:25:42 main:574] : INFO : Epoch 2045 | loss: 0.0311797 | val_loss: 0.0311787 | Time: 6127.15 ms [2022-02-06 13:25:48 main:574] : INFO : Epoch 2046 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 6413.55 ms [2022-02-06 13:25:55 main:574] : INFO : Epoch 2047 | loss: 0.0311792 | val_loss: 0.031177 | Time: 6099.29 ms [2022-02-06 13:26:01 main:574] : INFO : Epoch 2048 | loss: 0.0311776 | val_loss: 0.0311757 | Time: 6821.69 ms [2022-02-06 13:26:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311757 [2022-02-06 13:26:02 main:603] : INFO : Saving end state to config to file [2022-02-06 13:26:02 main:608] : INFO : Success, exiting.. 13:26:02 (23556): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)