Task 10914147
| Name | ParityModified-1639954260-4701-2-0_0 |
| Workunit | 8213326 |
| Created | 20 Jan 2022, 6:11:56 UTC |
| Sent | 6 Feb 2022, 1:31:46 UTC |
| Report deadline | 14 Feb 2022, 1:31:46 UTC |
| Received | 6 Feb 2022, 15:50:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 28 min 45 sec |
| CPU time | 4 hours 19 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 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 1577 | loss: 0.031187 | val_loss: 0.0311881 | Time: 6365.76 ms
[2022-02-06 01:26:58 main:574] : INFO : Epoch 1578 | loss: 0.0311864 | val_loss: 0.0311863 | Time: 6468.7 ms
[2022-02-06 01:27:04 main:574] : INFO : Epoch 1579 | loss: 0.0311854 | val_loss: 0.0311939 | Time: 6029.1 ms
[2022-02-06 01:27:10 main:574] : INFO : Epoch 1580 | loss: 0.0311859 | val_loss: 0.031197 | Time: 5924.43 ms
[2022-02-06 01:27:16 main:574] : INFO : Epoch 1581 | loss: 0.0311857 | val_loss: 0.0311917 | Time: 5891.14 ms
[2022-02-06 01:27:22 main:574] : INFO : Epoch 1582 | loss: 0.0311856 | val_loss: 0.0311857 | Time: 6063.33 ms
[2022-02-06 01:27:29 main:574] : INFO : Epoch 1583 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 6270.46 ms
[2022-02-06 01:27:35 main:574] : INFO : Epoch 1584 | loss: 0.0311857 | val_loss: 0.0311867 | Time: 6356.34 ms
[2022-02-06 01:27:41 main:574] : INFO : Epoch 1585 | loss: 0.0311857 | val_loss: 0.0311865 | Time: 6414.6 ms
[2022-02-06 01:27:48 main:574] : INFO : Epoch 1586 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 6361.17 ms
[2022-02-06 01:27:54 main:574] : INFO : Epoch 1587 | loss: 0.0311861 | val_loss: 0.0311862 | Time: 6223.22 ms
[2022-02-06 01:28:00 main:574] : INFO : Epoch 1588 | loss: 0.0311849 | val_loss: 0.0311872 | Time: 5831.88 ms
[2022-02-06 01:28:06 main:574] : INFO : Epoch 1589 | loss: 0.0311857 | val_loss: 0.031186 | Time: 6025.47 ms
[2022-02-06 01:28:12 main:574] : INFO : Epoch 1590 | loss: 0.0311866 | val_loss: 0.0311916 | Time: 5944.99 ms
[2022-02-06 01:28:18 main:574] : INFO : Epoch 1591 | loss: 0.0311862 | val_loss: 0.0311888 | Time: 5877.2 ms
[2022-02-06 01:28:24 main:574] : INFO : Epoch 1592 | loss: 0.0311862 | val_loss: 0.0311856 | Time: 5906.78 ms
[2022-02-06 01:28:29 main:574] : INFO : Epoch 1593 | loss: 0.0311864 | val_loss: 0.0311856 | Time: 5734.37 ms
[2022-02-06 01:28:45 main:574] : INFO : Epoch 1594 | loss: 0.0311844 | val_loss: 0.0311856 | Time: 15826.5 ms
[2022-02-06 01:28:51 main:574] : INFO : Epoch 1595 | loss: 0.0311839 | val_loss: 0.0311872 | Time: 5784.52 ms
[2022-02-06 01:28:57 main:574] : INFO : Epoch 1596 | loss: 0.0311852 | val_loss: 0.0311933 | Time: 5944.46 ms
[2022-02-06 01:29:03 main:574] : INFO : Epoch 1597 | loss: 0.0311856 | val_loss: 0.031187 | Time: 6053.6 ms
[2022-02-06 01:29:09 main:574] : INFO : Epoch 1598 | loss: 0.0311868 | val_loss: 0.0311863 | Time: 6176.67 ms
[2022-02-06 01:29:15 main:574] : INFO : Epoch 1599 | loss: 0.0311862 | val_loss: 0.0311858 | Time: 5946.57 ms
[2022-02-06 01:29:21 main:574] : INFO : Epoch 1600 | loss: 0.0311835 | val_loss: 0.0311859 | Time: 6042.03 ms
[2022-02-06 01:29:27 main:574] : INFO : Epoch 1601 | loss: 0.0311851 | val_loss: 0.0311874 | Time: 6097.98 ms
[2022-02-06 01:29:33 main:574] : INFO : Epoch 1602 | loss: 0.0311847 | val_loss: 0.0311953 | Time: 6051.46 ms
[2022-02-06 01:29:39 main:574] : INFO : Epoch 1603 | loss: 0.0311901 | val_loss: 0.0311868 | Time: 5971.22 ms
[2022-02-06 01:29:45 main:574] : INFO : Epoch 1604 | loss: 0.0311858 | val_loss: 0.0311859 | Time: 5913.11 ms
[2022-02-06 01:29:52 main:574] : INFO : Epoch 1605 | loss: 0.0311851 | val_loss: 0.031188 | Time: 6352.9 ms
[2022-02-06 01:29:58 main:574] : INFO : Epoch 1606 | loss: 0.0311857 | val_loss: 0.0311852 | Time: 6002.36 ms
[2022-02-06 01:30:03 main:574] : INFO : Epoch 1607 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 5809.62 ms
[2022-02-06 01:30:09 main:574] : INFO : Epoch 1608 | loss: 0.0311836 | val_loss: 0.0311865 | Time: 6025.46 ms
[2022-02-06 01:30:15 main:574] : INFO : Epoch 1609 | loss: 0.0311838 | val_loss: 0.0311864 | Time: 5787.54 ms
[2022-02-06 01:30:21 main:574] : INFO : Epoch 1610 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 5836.85 ms
[2022-02-06 01:30:27 main:574] : INFO : Epoch 1611 | loss: 0.0311841 | val_loss: 0.0311852 | Time: 5776.97 ms
[2022-02-06 01:30:33 main:574] : INFO : Epoch 1612 | loss: 0.031184 | val_loss: 0.0311854 | Time: 5787.05 ms
[2022-02-06 01:30:38 main:574] : INFO : Epoch 1613 | loss: 0.0311835 | val_loss: 0.0311855 | Time: 5811.62 ms
[2022-02-06 01:30:44 main:574] : INFO : Epoch 1614 | loss: 0.0311858 | val_loss: 0.0311858 | Time: 5960.39 ms
[2022-02-06 01:30:50 main:574] : INFO : Epoch 1615 | loss: 0.0311857 | val_loss: 0.0311855 | Time: 6022.63 ms
[2022-02-06 01:30:56 main:574] : INFO : Epoch 1616 | loss: 0.0311841 | val_loss: 0.0311853 | Time: 6055.21 ms
[2022-02-06 01:31:08 main:574] : INFO : Epoch 1617 | loss: 0.0311842 | val_loss: 0.0311852 | Time: 11359.9 ms
[2022-02-06 01:31:21 main:574] : INFO : Epoch 1618 | loss: 0.0311833 | val_loss: 0.0311853 | Time: 13666.8 ms
[2022-02-06 01:31:36 main:574] : INFO : Epoch 1619 | loss: 0.0311842 | val_loss: 0.0311852 | Time: 14008.8 ms
[2022-02-06 01:31:49 main:574] : INFO : Epoch 1620 | loss: 0.031185 | val_loss: 0.031186 | Time: 13525.1 ms
[2022-02-06 01:32:03 main:574] : INFO : Epoch 1621 | loss: 0.0311842 | val_loss: 0.0311913 | Time: 13546.4 ms
[2022-02-06 01:32:16 main:574] : INFO : Epoch 1622 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 13586.6 ms
[2022-02-06 01:32:30 main:574] : INFO : Epoch 1623 | loss: 0.0311849 | val_loss: 0.0311854 | Time: 13322.7 ms
[2022-02-06 01:32:43 main:574] : INFO : Epoch 1624 | loss: 0.0311853 | val_loss: 0.0311879 | Time: 13471.8 ms
[2022-02-06 01:32:56 main:574] : INFO : Epoch 1625 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 13258.8 ms
[2022-02-06 01:33:10 main:574] : INFO : Epoch 1626 | loss: 0.0311842 | val_loss: 0.0311866 | Time: 13633 ms
[2022-02-06 01:33:23 main:574] : INFO : Epoch 1627 | loss: 0.0311843 | val_loss: 0.0311876 | Time: 13414.7 ms
[2022-02-06 01:33:37 main:574] : INFO : Epoch 1628 | loss: 0.0311837 | val_loss: 0.0311857 | Time: 13325.6 ms
[2022-02-06 01:33:50 main:574] : INFO : Epoch 1629 | loss: 0.0311842 | val_loss: 0.031185 | Time: 13277.9 ms
[2022-02-06 01:34:03 main:574] : INFO : Epoch 1630 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 13414.4 ms
[2022-02-06 01:34:17 main:574] : INFO : Epoch 1631 | loss: 0.031185 | val_loss: 0.0311923 | Time: 13440.3 ms
[2022-02-06 01:34:30 main:574] : INFO : Epoch 1632 | loss: 0.0311852 | val_loss: 0.0311857 | Time: 13310.9 ms
[2022-02-06 01:34:43 main:574] : INFO : Epoch 1633 | loss: 0.0311845 | val_loss: 0.0311897 | Time: 13003.7 ms
[2022-02-06 01:34:57 main:574] : INFO : Epoch 1634 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 13928.1 ms
[2022-02-06 01:35:10 main:574] : INFO : Epoch 1635 | loss: 0.0311841 | val_loss: 0.0311885 | Time: 13151.2 ms
[2022-02-06 01:35:23 main:574] : INFO : Epoch 1636 | loss: 0.0311865 | val_loss: 0.0311851 | Time: 13086.1 ms
[2022-02-06 01:35:37 main:574] : INFO : Epoch 1637 | loss: 0.0311846 | val_loss: 0.031185 | Time: 13483.4 ms
[2022-02-06 01:35:50 main:574] : INFO : Epoch 1638 | loss: 0.0311835 | val_loss: 0.031187 | Time: 13116.3 ms
[2022-02-06 01:36:14 main:574] : INFO : Epoch 1639 | loss: 0.0311838 | val_loss: 0.0311854 | Time: 23867.5 ms
[2022-02-06 01:36:27 main:574] : INFO : Epoch 1640 | loss: 0.0311835 | val_loss: 0.0311854 | Time: 13111.1 ms
[2022-02-06 01:36:40 main:574] : INFO : Epoch 1641 | loss: 0.0311845 | val_loss: 0.0311914 | Time: 13086.3 ms
[2022-02-06 01:36:54 main:574] : INFO : Epoch 1642 | loss: 0.0311866 | val_loss: 0.0311867 | Time: 13787.9 ms
[2022-02-06 01:37:07 main:574] : INFO : Epoch 1643 | loss: 0.0311857 | val_loss: 0.031188 | Time: 13489.2 ms
[2022-02-06 01:37:21 main:574] : INFO : Epoch 1644 | loss: 0.0311835 | val_loss: 0.0311849 | Time: 13308.6 ms
[2022-02-06 01:37:34 main:574] : INFO : Epoch 1645 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 13160.4 ms
[2022-02-06 01:37:47 main:574] : INFO : Epoch 1646 | loss: 0.031186 | val_loss: 0.0311864 | Time: 13151.5 ms
[2022-02-06 01:37:59 main:574] : INFO : Epoch 1647 | loss: 0.031185 | val_loss: 0.0311864 | Time: 12362.1 ms
[2022-02-06 01:38:12 main:574] : INFO : Epoch 1648 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 13019.3 ms
[2022-02-06 01:38:35 main:574] : INFO : Epoch 1649 | loss: 0.031185 | val_loss: 0.031188 | Time: 22388.3 ms
[2022-02-06 01:38:48 main:574] : INFO : Epoch 1650 | loss: 0.0311848 | val_loss: 0.0311846 | Time: 13282.4 ms
[2022-02-06 01:39:01 main:574] : INFO : Epoch 1651 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 13204.3 ms
[2022-02-06 01:39:15 main:574] : INFO : Epoch 1652 | loss: 0.0311856 | val_loss: 0.0311864 | Time: 13425.4 ms
[2022-02-06 01:39:28 main:574] : INFO : Epoch 1653 | loss: 0.0311852 | val_loss: 0.0311861 | Time: 13225 ms
[2022-02-06 01:39:41 main:574] : INFO : Epoch 1654 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 12936.2 ms
[2022-02-06 01:39:54 main:574] : INFO : Epoch 1655 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 13437.3 ms
[2022-02-06 01:40:18 main:574] : INFO : Epoch 1656 | loss: 0.0311868 | val_loss: 0.0311863 | Time: 23166.4 ms
[2022-02-06 01:40:30 main:574] : INFO : Epoch 1657 | loss: 0.0311838 | val_loss: 0.0311853 | Time: 12819.3 ms
[2022-02-06 01:40:44 main:574] : INFO : Epoch 1658 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 13148.1 ms
[2022-02-06 01:40:57 main:574] : INFO : Epoch 1659 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 13380.6 ms
[2022-02-06 01:41:10 main:574] : INFO : Epoch 1660 | loss: 0.0311839 | val_loss: 0.0311845 | Time: 13350.9 ms
[2022-02-06 01:41:24 main:574] : INFO : Epoch 1661 | loss: 0.0311845 | val_loss: 0.0311856 | Time: 13352 ms
[2022-02-06 01:41:37 main:574] : INFO : Epoch 1662 | loss: 0.0311845 | val_loss: 0.0311899 | Time: 13535.4 ms
[2022-02-06 01:41:50 main:574] : INFO : Epoch 1663 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 13065.5 ms
[2022-02-06 01:42:04 main:574] : INFO : Epoch 1664 | loss: 0.0311856 | val_loss: 0.0311845 | Time: 13168.9 ms
[2022-02-06 01:42:17 main:574] : INFO : Epoch 1665 | loss: 0.0311882 | val_loss: 0.0311866 | Time: 13448.1 ms
[2022-02-06 01:42:30 main:574] : INFO : Epoch 1666 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 13441.3 ms
[2022-02-06 01:42:44 main:574] : INFO : Epoch 1667 | loss: 0.0311844 | val_loss: 0.0311872 | Time: 13271.2 ms
[2022-02-06 01:43:07 main:574] : INFO : Epoch 1668 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 23122.7 ms
[2022-02-06 01:43:20 main:574] : INFO : Epoch 1669 | loss: 0.0311834 | val_loss: 0.0311846 | Time: 13071.6 ms
[2022-02-06 01:43:33 main:574] : INFO : Epoch 1670 | loss: 0.0311824 | val_loss: 0.0311841 | Time: 13198.4 ms
[2022-02-06 01:43:46 main:574] : INFO : Epoch 1671 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 13326.7 ms
[2022-02-06 01:43:59 main:574] : INFO : Epoch 1672 | loss: 0.0311857 | val_loss: 0.0311874 | Time: 12406 ms
[2022-02-06 01:44:12 main:574] : INFO : Epoch 1673 | loss: 0.031191 | val_loss: 0.0311905 | Time: 12593.9 ms
[2022-02-06 01:44:24 main:574] : INFO : Epoch 1674 | loss: 0.0311882 | val_loss: 0.031188 | Time: 12058.5 ms
[2022-02-06 01:44:36 main:574] : INFO : Epoch 1675 | loss: 0.0311856 | val_loss: 0.0311844 | Time: 12445.3 ms
[2022-02-06 01:44:48 main:574] : INFO : Epoch 1676 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 12371 ms
[2022-02-06 01:45:02 main:574] : INFO : Epoch 1677 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 13133.7 ms
[2022-02-06 01:45:15 main:574] : INFO : Epoch 1678 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 13013.3 ms
[2022-02-06 01:45:27 main:574] : INFO : Epoch 1679 | loss: 0.0311854 | val_loss: 0.0311857 | Time: 12612.9 ms
[2022-02-06 01:45:40 main:574] : INFO : Epoch 1680 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 12776 ms
[2022-02-06 01:45:52 main:574] : INFO : Epoch 1681 | loss: 0.031185 | val_loss: 0.0311894 | Time: 12143.3 ms
[2022-02-06 01:46:04 main:574] : INFO : Epoch 1682 | loss: 0.0311837 | val_loss: 0.0311912 | Time: 12075.7 ms
[2022-02-06 01:46:17 main:574] : INFO : Epoch 1683 | loss: 0.031186 | val_loss: 0.0311878 | Time: 12559.2 ms
[2022-02-06 01:46:29 main:574] : INFO : Epoch 1684 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 12449.4 ms
[2022-02-06 01:46:42 main:574] : INFO : Epoch 1685 | loss: 0.0311845 | val_loss: 0.031192 | Time: 12270.3 ms
[2022-02-06 01:46:54 main:574] : INFO : Epoch 1686 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 12287.1 ms
[2022-02-06 01:47:06 main:574] : INFO : Epoch 1687 | loss: 0.0311876 | val_loss: 0.0312048 | Time: 12219.3 ms
[2022-02-06 01:47:18 main:574] : INFO : Epoch 1688 | loss: 0.0311932 | val_loss: 0.0311928 | Time: 12381.1 ms
[2022-02-06 01:47:31 main:574] : INFO : Epoch 1689 | loss: 0.0311889 | val_loss: 0.0311847 | Time: 12827.2 ms
[2022-02-06 01:47:44 main:574] : INFO : Epoch 1690 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 12572.3 ms
[2022-02-06 01:47:57 main:574] : INFO : Epoch 1691 | loss: 0.0311837 | val_loss: 0.0311847 | Time: 12649.9 ms
[2022-02-06 01:48:09 main:574] : INFO : Epoch 1692 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 12723.8 ms
[2022-02-06 01:48:20 main:574] : INFO : Epoch 1693 | loss: 0.0311828 | val_loss: 0.0311844 | Time: 10967.9 ms
[2022-02-06 01:48:31 main:574] : INFO : Epoch 1694 | loss: 0.0311822 | val_loss: 0.0311847 | Time: 11131.6 ms
[2022-02-06 01:48:44 main:574] : INFO : Epoch 1695 | loss: 0.0311887 | val_loss: 0.0311868 | Time: 12614.1 ms
[2022-02-06 01:48:57 main:574] : INFO : Epoch 1696 | loss: 0.0311848 | val_loss: 0.0311863 | Time: 12551 ms
[2022-02-06 01:49:09 main:574] : INFO : Epoch 1697 | loss: 0.0311826 | val_loss: 0.0311844 | Time: 12592.3 ms
[2022-02-06 01:49:21 main:574] : INFO : Epoch 1698 | loss: 0.031182 | val_loss: 0.0311893 | Time: 12060 ms
[2022-02-06 01:49:34 main:574] : INFO : Epoch 1699 | loss: 0.0311852 | val_loss: 0.0311878 | Time: 12252.2 ms
[2022-02-06 01:49:46 main:574] : INFO : Epoch 1700 | loss: 0.0311854 | val_loss: 0.0311884 | Time: 12612 ms
[2022-02-06 01:49:59 main:574] : INFO : Epoch 1701 | loss: 0.031185 | val_loss: 0.0311877 | Time: 12471.4 ms
[2022-02-06 01:50:11 main:574] : INFO : Epoch 1702 | loss: 0.0311825 | val_loss: 0.031185 | Time: 12218.8 ms
[2022-02-06 01:50:23 main:574] : INFO : Epoch 1703 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 12531.4 ms
[2022-02-06 01:50:36 main:574] : INFO : Epoch 1704 | loss: 0.0311822 | val_loss: 0.0311839 | Time: 12521.5 ms
[2022-02-06 01:50:49 main:574] : INFO : Epoch 1705 | loss: 0.031183 | val_loss: 0.0311848 | Time: 12810.4 ms
[2022-02-06 01:51:02 main:574] : INFO : Epoch 1706 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 12776.5 ms
[2022-02-06 01:51:14 main:574] : INFO : Epoch 1707 | loss: 0.0311844 | val_loss: 0.0311843 | Time: 12227.8 ms
[2022-02-06 01:51:26 main:574] : INFO : Epoch 1708 | loss: 0.0311876 | val_loss: 0.0311855 | Time: 12216.9 ms
[2022-02-06 01:51:39 main:574] : INFO : Epoch 1709 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 12499.5 ms
[2022-02-06 01:51:51 main:574] : INFO : Epoch 1710 | loss: 0.0311831 | val_loss: 0.0311861 | Time: 12233.7 ms
[2022-02-06 01:52:04 main:574] : INFO : Epoch 1711 | loss: 0.0311858 | val_loss: 0.0311937 | Time: 12928.5 ms
[2022-02-06 01:52:16 main:574] : INFO : Epoch 1712 | loss: 0.0311835 | val_loss: 0.0311861 | Time: 12384.1 ms
[2022-02-06 01:52:29 main:574] : INFO : Epoch 1713 | loss: 0.031183 | val_loss: 0.0311873 | Time: 12491 ms
[2022-02-06 01:52:41 main:574] : INFO : Epoch 1714 | loss: 0.0311845 | val_loss: 0.031185 | Time: 12249.3 ms
[2022-02-06 01:52:54 main:574] : INFO : Epoch 1715 | loss: 0.0311887 | val_loss: 0.0311876 | Time: 12952.1 ms
[2022-02-06 01:53:06 main:574] : INFO : Epoch 1716 | loss: 0.0311853 | val_loss: 0.0311852 | Time: 12364.6 ms
[2022-02-06 01:53:19 main:574] : INFO : Epoch 1717 | loss: 0.0311827 | val_loss: 0.0311854 | Time: 12474 ms
[2022-02-06 01:53:31 main:574] : INFO : Epoch 1718 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 12617.1 ms
[2022-02-06 01:53:44 main:574] : INFO : Epoch 1719 | loss: 0.0311849 | val_loss: 0.0311851 | Time: 12233.8 ms
[2022-02-06 01:53:56 main:574] : INFO : Epoch 1720 | loss: 0.0311844 | val_loss: 0.0311843 | Time: 12321.3 ms
[2022-02-06 01:54:09 main:574] : INFO : Epoch 1721 | loss: 0.0311847 | val_loss: 0.031194 | Time: 12969.4 ms
[2022-02-06 01:54:21 main:574] : INFO : Epoch 1722 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 12573.7 ms
[2022-02-06 01:54:34 main:574] : INFO : Epoch 1723 | loss: 0.031185 | val_loss: 0.0311839 | Time: 12502.4 ms
[2022-02-06 01:54:46 main:574] : INFO : Epoch 1724 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 12288.8 ms
[2022-02-06 01:55:08 main:574] : INFO : Epoch 1725 | loss: 0.0311829 | val_loss: 0.0311853 | Time: 21746.4 ms
[2022-02-06 01:55:20 main:574] : INFO : Epoch 1726 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 12345.8 ms
[2022-02-06 01:55:33 main:574] : INFO : Epoch 1727 | loss: 0.0311841 | val_loss: 0.0311847 | Time: 12618.6 ms
[2022-02-06 01:55:45 main:574] : INFO : Epoch 1728 | loss: 0.0311817 | val_loss: 0.0311841 | Time: 12283.3 ms
[2022-02-06 01:55:58 main:574] : INFO : Epoch 1729 | loss: 0.0311869 | val_loss: 0.0311861 | Time: 12216 ms
[2022-02-06 01:56:20 main:574] : INFO : Epoch 1730 | loss: 0.0311833 | val_loss: 0.0311843 | Time: 21941.3 ms
[2022-02-06 01:56:32 main:574] : INFO : Epoch 1731 | loss: 0.0311834 | val_loss: 0.031184 | Time: 12396.5 ms
[2022-02-06 01:56:44 main:574] : INFO : Epoch 1732 | loss: 0.0311829 | val_loss: 0.0311859 | Time: 12107.1 ms
[2022-02-06 01:57:06 main:574] : INFO : Epoch 1733 | loss: 0.0311828 | val_loss: 0.0311848 | Time: 21928.6 ms
[2022-02-06 01:57:18 main:574] : INFO : Epoch 1734 | loss: 0.0311858 | val_loss: 0.0311885 | Time: 12417.4 ms
[2022-02-06 01:57:30 main:574] : INFO : Epoch 1735 | loss: 0.03119 | val_loss: 0.0311894 | Time: 12072.3 ms
[2022-02-06 01:57:43 main:574] : INFO : Epoch 1736 | loss: 0.0311845 | val_loss: 0.0311857 | Time: 12200.6 ms
[2022-02-06 01:57:55 main:574] : INFO : Epoch 1737 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 12345.1 ms
[2022-02-06 01:58:07 main:574] : INFO : Epoch 1738 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 12334.3 ms
[2022-02-06 01:58:19 main:574] : INFO : Epoch 1739 | loss: 0.0311881 | val_loss: 0.0311895 | Time: 12017.2 ms
[2022-02-06 01:58:32 main:574] : INFO : Epoch 1740 | loss: 0.0311877 | val_loss: 0.031186 | Time: 12428.4 ms
[2022-02-06 01:58:44 main:574] : INFO : Epoch 1741 | loss: 0.0311838 | val_loss: 0.0311874 | Time: 12182.8 ms
[2022-02-06 01:59:06 main:574] : INFO : Epoch 1742 | loss: 0.0311848 | val_loss: 0.0311893 | Time: 22273.3 ms
[2022-02-06 01:59:19 main:574] : INFO : Epoch 1743 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 13118.4 ms
[2022-02-06 01:59:32 main:574] : INFO : Epoch 1744 | loss: 0.031182 | val_loss: 0.0311871 | Time: 12790 ms
[2022-02-06 01:59:44 main:574] : INFO : Epoch 1745 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 12169.2 ms
[2022-02-06 01:59:57 main:574] : INFO : Epoch 1746 | loss: 0.031184 | val_loss: 0.0311838 | Time: 12809.8 ms
[2022-02-06 02:00:10 main:574] : INFO : Epoch 1747 | loss: 0.0311822 | val_loss: 0.0311848 | Time: 12347.8 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce MX350)
[2022-02-06 10:01:10 main:435] : INFO : Set logging level to 1
[2022-02-06 10:01:10 main:441] : INFO : Running in BOINC Client mode
[2022-02-06 10:01:10 main:444] : INFO : Resolving all filenames
[2022-02-06 10:01:10 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-02-06 10:01:11 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-02-06 10:01:11 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-02-06 10:01:11 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-02-06 10:01:11 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-02-06 10:01:11 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-02-06 10:01:11 main:474] : INFO : Configuration:
[2022-02-06 10:01:11 main:475] : INFO : Model type: GRU
[2022-02-06 10:01:11 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-02-06 10:01:11 main:477] : INFO : Max Epochs: 2048
[2022-02-06 10:01:11 main:478] : INFO : Batch Size: 128
[2022-02-06 10:01:11 main:479] : INFO : Learning Rate: 0.01
[2022-02-06 10:01:11 main:480] : INFO : Patience: 10
[2022-02-06 10:01:11 main:481] : INFO : Hidden Width: 12
[2022-02-06 10:01:11 main:482] : INFO : # Recurrent Layers: 4
[2022-02-06 10:01:11 main:483] : INFO : # Backend Layers: 4
[2022-02-06 10:01:11 main:484] : INFO : # Threads: 1
[2022-02-06 10:01:11 main:486] : INFO : Preparing Dataset
[2022-02-06 10:01:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-02-06 10:01:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-02-06 10:01:14 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-02-06 10:01:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-02-06 10:01:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-02-06 10:01:14 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-02-06 10:01:14 main:494] : INFO : Creating Model
[2022-02-06 10:01:14 main:507] : INFO : Preparing config file
[2022-02-06 10:01:14 main:511] : INFO : Found checkpoint, attempting to load...
[2022-02-06 10:01:14 main:512] : INFO : Loading config
[2022-02-06 10:01:14 main:514] : INFO : Loading state
[2022-02-06 10:01:16 main:559] : INFO : Loading DataLoader into Memory
[2022-02-06 10:01:16 main:562] : INFO : Starting Training
[2022-02-06 10:01:22 main:574] : INFO : Epoch 1738 | loss: 0.0316604 | val_loss: 0.031263 | Time: 6591.98 ms
[2022-02-06 10:01:29 main:574] : INFO : Epoch 1739 | loss: 0.0312491 | val_loss: 0.0312134 | Time: 6124.75 ms
[2022-02-06 10:01:35 main:574] : INFO : Epoch 1740 | loss: 0.0311951 | val_loss: 0.0311867 | Time: 6125.13 ms
[2022-02-06 10:01:41 main:574] : INFO : Epoch 1741 | loss: 0.0311857 | val_loss: 0.0311828 | Time: 6148.85 ms
[2022-02-06 10:01:47 main:574] : INFO : Epoch 1742 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 5993.7 ms
[2022-02-06 10:01:53 main:574] : INFO : Epoch 1743 | loss: 0.0311819 | val_loss: 0.0311824 | Time: 6061.72 ms
[2022-02-06 10:01:59 main:574] : INFO : Epoch 1744 | loss: 0.0311802 | val_loss: 0.0311799 | Time: 6203.44 ms
[2022-02-06 10:02:05 main:574] : INFO : Epoch 1745 | loss: 0.0311805 | val_loss: 0.0311797 | Time: 6053.98 ms
[2022-02-06 10:02:11 main:574] : INFO : Epoch 1746 | loss: 0.0311798 | val_loss: 0.0311914 | Time: 6028.44 ms
[2022-02-06 10:02:17 main:574] : INFO : Epoch 1747 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 5931.66 ms
[2022-02-06 10:02:23 main:574] : INFO : Epoch 1748 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 6075.36 ms
[2022-02-06 10:02:29 main:574] : INFO : Epoch 1749 | loss: 0.0311785 | val_loss: 0.0311774 | Time: 6079.94 ms
[2022-02-06 10:02:35 main:574] : INFO : Epoch 1750 | loss: 0.0311788 | val_loss: 0.0311774 | Time: 5887.04 ms
[2022-02-06 10:02:41 main:574] : INFO : Epoch 1751 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 5992.21 ms
[2022-02-06 10:02:47 main:574] : INFO : Epoch 1752 | loss: 0.0311765 | val_loss: 0.0311765 | Time: 6240.73 ms
[2022-02-06 10:03:03 main:574] : INFO : Epoch 1753 | loss: 0.0311762 | val_loss: 0.0311778 | Time: 15958.4 ms
[2022-02-06 10:03:09 main:574] : INFO : Epoch 1754 | loss: 0.0311783 | val_loss: 0.0311809 | Time: 6046.91 ms
[2022-02-06 10:03:15 main:574] : INFO : Epoch 1755 | loss: 0.0311815 | val_loss: 0.0311877 | Time: 5943.82 ms
[2022-02-06 10:03:21 main:574] : INFO : Epoch 1756 | loss: 0.0311778 | val_loss: 0.0311832 | Time: 6024.57 ms
[2022-02-06 10:03:27 main:574] : INFO : Epoch 1757 | loss: 0.0311795 | val_loss: 0.0311862 | Time: 5941.71 ms
[2022-02-06 10:03:33 main:574] : INFO : Epoch 1758 | loss: 0.0311803 | val_loss: 0.0311768 | Time: 6021.96 ms
[2022-02-06 10:03:40 main:574] : INFO : Epoch 1759 | loss: 0.0311862 | val_loss: 0.0311887 | Time: 6050.06 ms
[2022-02-06 10:03:45 main:574] : INFO : Epoch 1760 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 5923.07 ms
[2022-02-06 10:03:51 main:574] : INFO : Epoch 1761 | loss: 0.0311802 | val_loss: 0.0311776 | Time: 5983.63 ms
[2022-02-06 10:03:57 main:574] : INFO : Epoch 1762 | loss: 0.0311796 | val_loss: 0.0311755 | Time: 5908.53 ms
[2022-02-06 10:04:03 main:574] : INFO : Epoch 1763 | loss: 0.0311781 | val_loss: 0.0311774 | Time: 5814.2 ms
[2022-02-06 10:04:09 main:574] : INFO : Epoch 1764 | loss: 0.0311783 | val_loss: 0.0311743 | Time: 6090.28 ms
[2022-02-06 10:04:15 main:574] : INFO : Epoch 1765 | loss: 0.0311752 | val_loss: 0.0311743 | Time: 5943.56 ms
[2022-02-06 10:04:21 main:574] : INFO : Epoch 1766 | loss: 0.0311748 | val_loss: 0.0311728 | Time: 5897.27 ms
[2022-02-06 10:04:27 main:574] : INFO : Epoch 1767 | loss: 0.0311767 | val_loss: 0.0311771 | Time: 5725.39 ms
[2022-02-06 10:04:33 main:574] : INFO : Epoch 1768 | loss: 0.03118 | val_loss: 0.0311794 | Time: 6181.21 ms
[2022-02-06 10:04:39 main:574] : INFO : Epoch 1769 | loss: 0.0311784 | val_loss: 0.0311766 | Time: 6090.85 ms
[2022-02-06 10:04:45 main:574] : INFO : Epoch 1770 | loss: 0.0311755 | val_loss: 0.0311747 | Time: 6050.4 ms
[2022-02-06 10:04:51 main:574] : INFO : Epoch 1771 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 6159.18 ms
[2022-02-06 10:04:57 main:574] : INFO : Epoch 1772 | loss: 0.031175 | val_loss: 0.0311754 | Time: 6101.36 ms
[2022-02-06 10:05:04 main:574] : INFO : Epoch 1773 | loss: 0.0311769 | val_loss: 0.0311781 | Time: 6108.04 ms
[2022-02-06 10:05:10 main:574] : INFO : Epoch 1774 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 6073.96 ms
[2022-02-06 10:05:16 main:574] : INFO : Epoch 1775 | loss: 0.0311798 | val_loss: 0.0311755 | Time: 6039.2 ms
[2022-02-06 10:05:22 main:574] : INFO : Epoch 1776 | loss: 0.0311776 | val_loss: 0.031175 | Time: 6189.75 ms
[2022-02-06 10:05:28 main:574] : INFO : Epoch 1777 | loss: 0.0311778 | val_loss: 0.0311767 | Time: 6096.99 ms
[2022-02-06 10:05:34 main:574] : INFO : Epoch 1778 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 6020.61 ms
[2022-02-06 10:05:40 main:574] : INFO : Epoch 1779 | loss: 0.0311785 | val_loss: 0.031176 | Time: 5873.99 ms
[2022-02-06 10:05:46 main:574] : INFO : Epoch 1780 | loss: 0.0311745 | val_loss: 0.0311738 | Time: 6102.94 ms
[2022-02-06 10:05:52 main:574] : INFO : Epoch 1781 | loss: 0.0311716 | val_loss: 0.0311856 | Time: 5919.83 ms
[2022-02-06 10:05:58 main:574] : INFO : Epoch 1782 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 5891.43 ms
[2022-02-06 10:06:14 main:574] : INFO : Epoch 1783 | loss: 0.0311751 | val_loss: 0.0311748 | Time: 16518.3 ms
[2022-02-06 10:06:20 main:574] : INFO : Epoch 1784 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 5774.38 ms
[2022-02-06 10:06:26 main:574] : INFO : Epoch 1785 | loss: 0.0311833 | val_loss: 0.0311773 | Time: 6070.24 ms
[2022-02-06 10:06:32 main:574] : INFO : Epoch 1786 | loss: 0.031183 | val_loss: 0.0311771 | Time: 6126.49 ms
[2022-02-06 10:06:39 main:574] : INFO : Epoch 1787 | loss: 0.0311764 | val_loss: 0.0311754 | Time: 6191.79 ms
[2022-02-06 10:06:45 main:574] : INFO : Epoch 1788 | loss: 0.0311743 | val_loss: 0.031176 | Time: 5974.29 ms
[2022-02-06 10:06:51 main:574] : INFO : Epoch 1789 | loss: 0.0311749 | val_loss: 0.0311748 | Time: 6031.86 ms
[2022-02-06 10:06:56 main:574] : INFO : Epoch 1790 | loss: 0.0311795 | val_loss: 0.0311818 | Time: 5917.54 ms
[2022-02-06 10:07:02 main:574] : INFO : Epoch 1791 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 5990.96 ms
[2022-02-06 10:07:08 main:574] : INFO : Epoch 1792 | loss: 0.0311744 | val_loss: 0.0311733 | Time: 5982.33 ms
[2022-02-06 10:07:15 main:574] : INFO : Epoch 1793 | loss: 0.0311753 | val_loss: 0.031176 | Time: 6034.33 ms
[2022-02-06 10:07:21 main:574] : INFO : Epoch 1794 | loss: 0.0311742 | val_loss: 0.0311747 | Time: 5995.08 ms
[2022-02-06 10:07:27 main:574] : INFO : Epoch 1795 | loss: 0.0311761 | val_loss: 0.0311729 | Time: 6000.44 ms
[2022-02-06 10:07:33 main:574] : INFO : Epoch 1796 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 5987.87 ms
[2022-02-06 10:07:39 main:574] : INFO : Epoch 1797 | loss: 0.0311717 | val_loss: 0.0311722 | Time: 6010.49 ms
[2022-02-06 10:07:44 main:574] : INFO : Epoch 1798 | loss: 0.0311718 | val_loss: 0.031174 | Time: 5909.58 ms
[2022-02-06 10:07:50 main:574] : INFO : Epoch 1799 | loss: 0.0311722 | val_loss: 0.0311738 | Time: 6010.69 ms
[2022-02-06 10:07:57 main:574] : INFO : Epoch 1800 | loss: 0.0311711 | val_loss: 0.0311718 | Time: 6051.46 ms
[2022-02-06 10:08:03 main:574] : INFO : Epoch 1801 | loss: 0.0311719 | val_loss: 0.0311721 | Time: 6048.87 ms
[2022-02-06 10:08:09 main:574] : INFO : Epoch 1802 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 6200.15 ms
[2022-02-06 10:08:15 main:574] : INFO : Epoch 1803 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 5885.53 ms
[2022-02-06 10:08:21 main:574] : INFO : Epoch 1804 | loss: 0.031175 | val_loss: 0.0311714 | Time: 6148.53 ms
[2022-02-06 10:08:27 main:574] : INFO : Epoch 1805 | loss: 0.03117 | val_loss: 0.0311719 | Time: 5870.21 ms
[2022-02-06 10:08:33 main:574] : INFO : Epoch 1806 | loss: 0.0311704 | val_loss: 0.0311799 | Time: 5859.83 ms
[2022-02-06 10:08:38 main:574] : INFO : Epoch 1807 | loss: 0.0311774 | val_loss: 0.0311742 | Time: 5755.15 ms
[2022-02-06 10:08:44 main:574] : INFO : Epoch 1808 | loss: 0.0311793 | val_loss: 0.0311958 | Time: 5949.3 ms
[2022-02-06 10:08:50 main:574] : INFO : Epoch 1809 | loss: 0.0311775 | val_loss: 0.0311736 | Time: 5744.91 ms
[2022-02-06 10:09:06 main:574] : INFO : Epoch 1810 | loss: 0.0311703 | val_loss: 0.0311719 | Time: 16005.9 ms
[2022-02-06 10:09:12 main:574] : INFO : Epoch 1811 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 6431.35 ms
[2022-02-06 10:09:19 main:574] : INFO : Epoch 1812 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 6414.92 ms
[2022-02-06 10:09:25 main:574] : INFO : Epoch 1813 | loss: 0.0311741 | val_loss: 0.0311766 | Time: 6041.88 ms
[2022-02-06 10:09:31 main:574] : INFO : Epoch 1814 | loss: 0.0311738 | val_loss: 0.0311735 | Time: 6136.06 ms
[2022-02-06 10:09:37 main:574] : INFO : Epoch 1815 | loss: 0.0311715 | val_loss: 0.0311805 | Time: 6081.82 ms
[2022-02-06 10:09:43 main:574] : INFO : Epoch 1816 | loss: 0.0311778 | val_loss: 0.031173 | Time: 6076.49 ms
[2022-02-06 10:09:49 main:574] : INFO : Epoch 1817 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 5989.73 ms
[2022-02-06 10:09:55 main:574] : INFO : Epoch 1818 | loss: 0.0311707 | val_loss: 0.0311708 | Time: 5916.72 ms
[2022-02-06 10:10:01 main:574] : INFO : Epoch 1819 | loss: 0.0311699 | val_loss: 0.0311723 | Time: 6024.67 ms
[2022-02-06 10:10:07 main:574] : INFO : Epoch 1820 | loss: 0.0311702 | val_loss: 0.0311736 | Time: 6059.34 ms
[2022-02-06 10:10:13 main:574] : INFO : Epoch 1821 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 6157.05 ms
[2022-02-06 10:10:19 main:574] : INFO : Epoch 1822 | loss: 0.0311708 | val_loss: 0.0311734 | Time: 5984.08 ms
[2022-02-06 10:10:25 main:574] : INFO : Epoch 1823 | loss: 0.0311721 | val_loss: 0.0311716 | Time: 6061.21 ms
[2022-02-06 10:10:31 main:574] : INFO : Epoch 1824 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 5834.91 ms
[2022-02-06 10:10:37 main:574] : INFO : Epoch 1825 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 5873.84 ms
[2022-02-06 10:10:43 main:574] : INFO : Epoch 1826 | loss: 0.0311681 | val_loss: 0.031171 | Time: 6150.4 ms
[2022-02-06 10:10:49 main:574] : INFO : Epoch 1827 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 6090.67 ms
[2022-02-06 10:10:55 main:574] : INFO : Epoch 1828 | loss: 0.0311697 | val_loss: 0.0311721 | Time: 6023.8 ms
[2022-02-06 10:11:01 main:574] : INFO : Epoch 1829 | loss: 0.0311688 | val_loss: 0.0311715 | Time: 5977 ms
[2022-02-06 10:11:07 main:574] : INFO : Epoch 1830 | loss: 0.0311715 | val_loss: 0.0311717 | Time: 5970.31 ms
[2022-02-06 10:11:13 main:574] : INFO : Epoch 1831 | loss: 0.031169 | val_loss: 0.0311743 | Time: 5988.56 ms
[2022-02-06 10:11:20 main:574] : INFO : Epoch 1832 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 6167.54 ms
[2022-02-06 10:11:26 main:574] : INFO : Epoch 1833 | loss: 0.0311725 | val_loss: 0.031175 | Time: 6251.17 ms
[2022-02-06 10:11:32 main:574] : INFO : Epoch 1834 | loss: 0.031174 | val_loss: 0.0311879 | Time: 6229.38 ms
[2022-02-06 10:11:38 main:574] : INFO : Epoch 1835 | loss: 0.0311734 | val_loss: 0.0311731 | Time: 6242.26 ms
[2022-02-06 10:11:44 main:574] : INFO : Epoch 1836 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 6037.47 ms
[2022-02-06 10:11:50 main:574] : INFO : Epoch 1837 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 5957.94 ms
[2022-02-06 10:11:56 main:574] : INFO : Epoch 1838 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 5911.54 ms
[2022-02-06 10:12:02 main:574] : INFO : Epoch 1839 | loss: 0.0311696 | val_loss: 0.0311787 | Time: 6035.62 ms
[2022-02-06 10:12:19 main:574] : INFO : Epoch 1840 | loss: 0.031172 | val_loss: 0.0311732 | Time: 16437.3 ms
[2022-02-06 10:12:25 main:574] : INFO : Epoch 1841 | loss: 0.0311677 | val_loss: 0.0311733 | Time: 5951.16 ms
[2022-02-06 10:12:31 main:574] : INFO : Epoch 1842 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 5821.13 ms
[2022-02-06 10:12:36 main:574] : INFO : Epoch 1843 | loss: 0.0311676 | val_loss: 0.0311713 | Time: 5816.57 ms
[2022-02-06 10:12:42 main:574] : INFO : Epoch 1844 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 5920.3 ms
[2022-02-06 10:12:48 main:574] : INFO : Epoch 1845 | loss: 0.0311694 | val_loss: 0.031173 | Time: 5857.75 ms
[2022-02-06 10:13:04 main:574] : INFO : Epoch 1846 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 15895 ms
[2022-02-06 10:13:10 main:574] : INFO : Epoch 1847 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 5917.17 ms
[2022-02-06 10:13:16 main:574] : INFO : Epoch 1848 | loss: 0.0311754 | val_loss: 0.0311757 | Time: 5840.17 ms
[2022-02-06 10:13:22 main:574] : INFO : Epoch 1849 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 5954.47 ms
[2022-02-06 10:13:28 main:574] : INFO : Epoch 1850 | loss: 0.0311745 | val_loss: 0.0311828 | Time: 5959.57 ms
[2022-02-06 10:13:34 main:574] : INFO : Epoch 1851 | loss: 0.0311721 | val_loss: 0.0311693 | Time: 5894.58 ms
[2022-02-06 10:13:40 main:574] : INFO : Epoch 1852 | loss: 0.0311691 | val_loss: 0.031172 | Time: 5963.24 ms
[2022-02-06 10:13:46 main:574] : INFO : Epoch 1853 | loss: 0.0311689 | val_loss: 0.0311715 | Time: 6092.91 ms
[2022-02-06 10:13:52 main:574] : INFO : Epoch 1854 | loss: 0.0311666 | val_loss: 0.0311689 | Time: 5995.03 ms
[2022-02-06 10:13:58 main:574] : INFO : Epoch 1855 | loss: 0.0311746 | val_loss: 0.0311726 | Time: 5836.51 ms
[2022-02-06 10:14:03 main:574] : INFO : Epoch 1856 | loss: 0.0311689 | val_loss: 0.0311829 | Time: 5892.19 ms
[2022-02-06 10:14:10 main:574] : INFO : Epoch 1857 | loss: 0.0311703 | val_loss: 0.0311718 | Time: 6135.76 ms
[2022-02-06 10:14:15 main:574] : INFO : Epoch 1858 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 5880.43 ms
[2022-02-06 10:14:21 main:574] : INFO : Epoch 1859 | loss: 0.0311691 | val_loss: 0.0311691 | Time: 5934.46 ms
[2022-02-06 10:14:27 main:574] : INFO : Epoch 1860 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 6053.51 ms
[2022-02-06 10:14:33 main:574] : INFO : Epoch 1861 | loss: 0.0311758 | val_loss: 0.03118 | Time: 5892.42 ms
[2022-02-06 10:14:40 main:574] : INFO : Epoch 1862 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 6369.42 ms
[2022-02-06 10:14:56 main:574] : INFO : Epoch 1863 | loss: 0.0311687 | val_loss: 0.0311727 | Time: 15970.4 ms
[2022-02-06 10:15:02 main:574] : INFO : Epoch 1864 | loss: 0.031173 | val_loss: 0.0311733 | Time: 6056.36 ms
[2022-02-06 10:15:08 main:574] : INFO : Epoch 1865 | loss: 0.0311739 | val_loss: 0.0311735 | Time: 5989.97 ms
[2022-02-06 10:15:14 main:574] : INFO : Epoch 1866 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 6095.33 ms
[2022-02-06 10:15:20 main:574] : INFO : Epoch 1867 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 5841.85 ms
[2022-02-06 10:15:26 main:574] : INFO : Epoch 1868 | loss: 0.0311678 | val_loss: 0.0311685 | Time: 5849.66 ms
[2022-02-06 10:15:32 main:574] : INFO : Epoch 1869 | loss: 0.0311663 | val_loss: 0.0311703 | Time: 5963.53 ms
[2022-02-06 10:15:37 main:574] : INFO : Epoch 1870 | loss: 0.0311679 | val_loss: 0.0311695 | Time: 5814.19 ms
[2022-02-06 10:15:43 main:574] : INFO : Epoch 1871 | loss: 0.0311671 | val_loss: 0.031171 | Time: 5900.59 ms
[2022-02-06 10:15:49 main:574] : INFO : Epoch 1872 | loss: 0.0311718 | val_loss: 0.0311685 | Time: 6133.74 ms
[2022-02-06 10:15:55 main:574] : INFO : Epoch 1873 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 5891.83 ms
[2022-02-06 10:16:01 main:574] : INFO : Epoch 1874 | loss: 0.0311673 | val_loss: 0.0311691 | Time: 5893.47 ms
[2022-02-06 10:16:07 main:574] : INFO : Epoch 1875 | loss: 0.0311667 | val_loss: 0.0311712 | Time: 6031.44 ms
[2022-02-06 10:16:13 main:574] : INFO : Epoch 1876 | loss: 0.0311661 | val_loss: 0.0311692 | Time: 6034.25 ms
[2022-02-06 10:16:19 main:574] : INFO : Epoch 1877 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 5869.14 ms
[2022-02-06 10:16:25 main:574] : INFO : Epoch 1878 | loss: 0.0311669 | val_loss: 0.0311811 | Time: 6175.23 ms
[2022-02-06 10:16:31 main:574] : INFO : Epoch 1879 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 5895.65 ms
[2022-02-06 10:16:37 main:574] : INFO : Epoch 1880 | loss: 0.0311678 | val_loss: 0.0311964 | Time: 6064.27 ms
[2022-02-06 10:16:54 main:574] : INFO : Epoch 1881 | loss: 0.0311747 | val_loss: 0.0311721 | Time: 16892.4 ms
[2022-02-06 10:17:00 main:574] : INFO : Epoch 1882 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 5951.22 ms
[2022-02-06 10:17:06 main:574] : INFO : Epoch 1883 | loss: 0.031166 | val_loss: 0.0311695 | Time: 6050.57 ms
[2022-02-06 10:17:12 main:574] : INFO : Epoch 1884 | loss: 0.0311661 | val_loss: 0.0311754 | Time: 5911.36 ms
[2022-02-06 10:17:18 main:574] : INFO : Epoch 1885 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 5919.22 ms
[2022-02-06 10:17:24 main:574] : INFO : Epoch 1886 | loss: 0.0311667 | val_loss: 0.0311688 | Time: 6145.14 ms
[2022-02-06 10:17:30 main:574] : INFO : Epoch 1887 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 5971.43 ms
[2022-02-06 10:17:36 main:574] : INFO : Epoch 1888 | loss: 0.0311699 | val_loss: 0.0311741 | Time: 5818.69 ms
[2022-02-06 10:17:42 main:574] : INFO : Epoch 1889 | loss: 0.0311663 | val_loss: 0.0311662 | Time: 5964.72 ms
[2022-02-06 10:17:48 main:574] : INFO : Epoch 1890 | loss: 0.0311657 | val_loss: 0.0311674 | Time: 5945.12 ms
[2022-02-06 10:17:54 main:574] : INFO : Epoch 1891 | loss: 0.031168 | val_loss: 0.0311805 | Time: 5707.21 ms
[2022-02-06 10:18:00 main:574] : INFO : Epoch 1892 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 5924.14 ms
[2022-02-06 10:18:06 main:574] : INFO : Epoch 1893 | loss: 0.0311676 | val_loss: 0.031167 | Time: 6010.56 ms
[2022-02-06 10:18:11 main:574] : INFO : Epoch 1894 | loss: 0.0311688 | val_loss: 0.0311778 | Time: 5900.27 ms
[2022-02-06 10:18:17 main:574] : INFO : Epoch 1895 | loss: 0.031168 | val_loss: 0.0311683 | Time: 6010.92 ms
[2022-02-06 10:18:23 main:574] : INFO : Epoch 1896 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 5925.17 ms
[2022-02-06 10:18:29 main:574] : INFO : Epoch 1897 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 5699.38 ms
[2022-02-06 10:18:35 main:574] : INFO : Epoch 1898 | loss: 0.031175 | val_loss: 0.0311801 | Time: 5850.19 ms
[2022-02-06 10:18:41 main:574] : INFO : Epoch 1899 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 5776.4 ms
[2022-02-06 10:18:47 main:574] : INFO : Epoch 1900 | loss: 0.0311655 | val_loss: 0.0311677 | Time: 5855.61 ms
[2022-02-06 10:18:53 main:574] : INFO : Epoch 1901 | loss: 0.0311664 | val_loss: 0.0311957 | Time: 5904.47 ms
[2022-02-06 10:18:59 main:574] : INFO : Epoch 1902 | loss: 0.0311743 | val_loss: 0.0311685 | Time: 5983.63 ms
[2022-02-06 10:19:05 main:574] : INFO : Epoch 1903 | loss: 0.0311657 | val_loss: 0.0311802 | Time: 6012.04 ms
[2022-02-06 10:19:10 main:574] : INFO : Epoch 1904 | loss: 0.0311725 | val_loss: 0.0311719 | Time: 5900.75 ms
[2022-02-06 10:19:16 main:574] : INFO : Epoch 1905 | loss: 0.0311754 | val_loss: 0.0311821 | Time: 5937.52 ms
[2022-02-06 10:19:22 main:574] : INFO : Epoch 1906 | loss: 0.031167 | val_loss: 0.0311683 | Time: 6011.76 ms
[2022-02-06 10:19:28 main:574] : INFO : Epoch 1907 | loss: 0.0311641 | val_loss: 0.0311673 | Time: 5922.52 ms
[2022-02-06 10:19:34 main:574] : INFO : Epoch 1908 | loss: 0.0311639 | val_loss: 0.0311671 | Time: 5798.47 ms
[2022-02-06 10:19:40 main:574] : INFO : Epoch 1909 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 5899.89 ms
[2022-02-06 10:19:46 main:574] : INFO : Epoch 1910 | loss: 0.0311648 | val_loss: 0.0311686 | Time: 6256.6 ms
[2022-02-06 10:19:53 main:574] : INFO : Epoch 1911 | loss: 0.0311649 | val_loss: 0.031167 | Time: 6332.02 ms
[2022-02-06 10:19:59 main:574] : INFO : Epoch 1912 | loss: 0.031165 | val_loss: 0.0311694 | Time: 6484.96 ms
[2022-02-06 10:20:06 main:574] : INFO : Epoch 1913 | loss: 0.031164 | val_loss: 0.0311788 | Time: 6408.82 ms
[2022-02-06 10:20:12 main:574] : INFO : Epoch 1914 | loss: 0.0311687 | val_loss: 0.0311812 | Time: 6235.05 ms
[2022-02-06 10:20:18 main:574] : INFO : Epoch 1915 | loss: 0.031167 | val_loss: 0.0311674 | Time: 6372.47 ms
[2022-02-06 10:20:24 main:574] : INFO : Epoch 1916 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 6133.48 ms
[2022-02-06 10:20:30 main:574] : INFO : Epoch 1917 | loss: 0.0311611 | val_loss: 0.0311681 | Time: 5917.98 ms
[2022-02-06 10:20:36 main:574] : INFO : Epoch 1918 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 5996.93 ms
[2022-02-06 10:20:42 main:574] : INFO : Epoch 1919 | loss: 0.0311676 | val_loss: 0.0311718 | Time: 6039.39 ms
[2022-02-06 10:20:48 main:574] : INFO : Epoch 1920 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 6004.98 ms
[2022-02-06 10:20:54 main:574] : INFO : Epoch 1921 | loss: 0.031161 | val_loss: 0.0311665 | Time: 6014.07 ms
[2022-02-06 10:21:00 main:574] : INFO : Epoch 1922 | loss: 0.0311617 | val_loss: 0.0311677 | Time: 6114.78 ms
[2022-02-06 10:21:16 main:574] : INFO : Epoch 1923 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 16029.1 ms
[2022-02-06 10:21:22 main:574] : INFO : Epoch 1924 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 5879.23 ms
[2022-02-06 10:21:28 main:574] : INFO : Epoch 1925 | loss: 0.0311644 | val_loss: 0.0311847 | Time: 6038.41 ms
[2022-02-06 10:21:35 main:574] : INFO : Epoch 1926 | loss: 0.0311662 | val_loss: 0.0311694 | Time: 6271.44 ms
[2022-02-06 10:21:41 main:574] : INFO : Epoch 1927 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 6183.56 ms
[2022-02-06 10:21:53 main:574] : INFO : Epoch 1928 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 12315 ms
[2022-02-06 10:22:07 main:574] : INFO : Epoch 1929 | loss: 0.0311612 | val_loss: 0.0311658 | Time: 14016.3 ms
[2022-02-06 10:22:22 main:574] : INFO : Epoch 1930 | loss: 0.0311619 | val_loss: 0.0311735 | Time: 14774.4 ms
[2022-02-06 10:22:36 main:574] : INFO : Epoch 1931 | loss: 0.0311623 | val_loss: 0.0311689 | Time: 13706.9 ms
[2022-02-06 10:22:48 main:574] : INFO : Epoch 1932 | loss: 0.0311649 | val_loss: 0.0311724 | Time: 12675.2 ms
[2022-02-06 10:23:01 main:574] : INFO : Epoch 1933 | loss: 0.0311639 | val_loss: 0.0311788 | Time: 12627.1 ms
[2022-02-06 10:23:14 main:574] : INFO : Epoch 1934 | loss: 0.031162 | val_loss: 0.0311665 | Time: 12830.1 ms
[2022-02-06 10:23:26 main:574] : INFO : Epoch 1935 | loss: 0.0311612 | val_loss: 0.0311824 | Time: 12467.7 ms
[2022-02-06 10:23:39 main:574] : INFO : Epoch 1936 | loss: 0.0311666 | val_loss: 0.031168 | Time: 12439.8 ms
[2022-02-06 10:23:51 main:574] : INFO : Epoch 1937 | loss: 0.0311604 | val_loss: 0.0311667 | Time: 12209.2 ms
[2022-02-06 10:24:04 main:574] : INFO : Epoch 1938 | loss: 0.0311633 | val_loss: 0.031168 | Time: 12633.6 ms
[2022-02-06 10:24:16 main:574] : INFO : Epoch 1939 | loss: 0.0311612 | val_loss: 0.0311671 | Time: 12414.1 ms
[2022-02-06 10:24:29 main:574] : INFO : Epoch 1940 | loss: 0.0311598 | val_loss: 0.0311741 | Time: 12608.5 ms
[2022-02-06 10:24:41 main:574] : INFO : Epoch 1941 | loss: 0.0311615 | val_loss: 0.031167 | Time: 12630.6 ms
[2022-02-06 10:24:54 main:574] : INFO : Epoch 1942 | loss: 0.0311617 | val_loss: 0.0311699 | Time: 12841.5 ms
[2022-02-06 10:25:17 main:574] : INFO : Epoch 1943 | loss: 0.0311644 | val_loss: 0.0311669 | Time: 23234.6 ms
[2022-02-06 10:25:30 main:574] : INFO : Epoch 1944 | loss: 0.0311613 | val_loss: 0.0311669 | Time: 12548.8 ms
[2022-02-06 10:25:43 main:574] : INFO : Epoch 1945 | loss: 0.0311629 | val_loss: 0.031178 | Time: 12915.2 ms
[2022-02-06 10:25:55 main:574] : INFO : Epoch 1946 | loss: 0.0311659 | val_loss: 0.0311698 | Time: 12426.9 ms
[2022-02-06 10:26:08 main:574] : INFO : Epoch 1947 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 12782.4 ms
[2022-02-06 10:26:21 main:574] : INFO : Epoch 1948 | loss: 0.0311639 | val_loss: 0.0311652 | Time: 12755.8 ms
[2022-02-06 10:26:34 main:574] : INFO : Epoch 1949 | loss: 0.031161 | val_loss: 0.0311651 | Time: 12777.5 ms
[2022-02-06 10:26:47 main:574] : INFO : Epoch 1950 | loss: 0.0311594 | val_loss: 0.0311646 | Time: 13593.6 ms
[2022-02-06 10:27:00 main:574] : INFO : Epoch 1951 | loss: 0.0311595 | val_loss: 0.0311702 | Time: 12752.8 ms
[2022-02-06 10:27:13 main:574] : INFO : Epoch 1952 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 12626.1 ms
[2022-02-06 10:27:26 main:574] : INFO : Epoch 1953 | loss: 0.0311781 | val_loss: 0.0311754 | Time: 12918.2 ms
[2022-02-06 10:27:38 main:574] : INFO : Epoch 1954 | loss: 0.0311751 | val_loss: 0.0311708 | Time: 12585.7 ms
[2022-02-06 10:27:51 main:574] : INFO : Epoch 1955 | loss: 0.0311706 | val_loss: 0.0311712 | Time: 12758.8 ms
[2022-02-06 10:28:04 main:574] : INFO : Epoch 1956 | loss: 0.0311688 | val_loss: 0.0311712 | Time: 13203.2 ms
[2022-02-06 10:28:17 main:574] : INFO : Epoch 1957 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 13041.6 ms
[2022-02-06 10:28:30 main:574] : INFO : Epoch 1958 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 12350.5 ms
[2022-02-06 10:28:43 main:574] : INFO : Epoch 1959 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 13165.3 ms
[2022-02-06 10:28:55 main:574] : INFO : Epoch 1960 | loss: 0.0311685 | val_loss: 0.0311716 | Time: 12467.9 ms
[2022-02-06 10:29:19 main:574] : INFO : Epoch 1961 | loss: 0.0311684 | val_loss: 0.0311808 | Time: 23340.8 ms
[2022-02-06 10:29:31 main:574] : INFO : Epoch 1962 | loss: 0.0311745 | val_loss: 0.0311754 | Time: 12856.9 ms
[2022-02-06 10:29:44 main:574] : INFO : Epoch 1963 | loss: 0.0311713 | val_loss: 0.0311724 | Time: 12722.9 ms
[2022-02-06 10:29:57 main:574] : INFO : Epoch 1964 | loss: 0.0311673 | val_loss: 0.0311804 | Time: 13207.3 ms
[2022-02-06 10:30:21 main:574] : INFO : Epoch 1965 | loss: 0.0311634 | val_loss: 0.0311699 | Time: 23400.8 ms
[2022-02-06 10:30:33 main:574] : INFO : Epoch 1966 | loss: 0.0311656 | val_loss: 0.0311683 | Time: 11728.7 ms
[2022-02-06 10:30:44 main:574] : INFO : Epoch 1967 | loss: 0.0311651 | val_loss: 0.0311702 | Time: 11917.8 ms
[2022-02-06 10:30:57 main:574] : INFO : Epoch 1968 | loss: 0.031167 | val_loss: 0.0311736 | Time: 12865.5 ms
[2022-02-06 10:31:20 main:574] : INFO : Epoch 1969 | loss: 0.0311624 | val_loss: 0.0311677 | Time: 22454.9 ms
[2022-02-06 10:31:32 main:574] : INFO : Epoch 1970 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 12576.9 ms
[2022-02-06 10:31:45 main:574] : INFO : Epoch 1971 | loss: 0.0311623 | val_loss: 0.0311736 | Time: 12365.7 ms
[2022-02-06 10:31:57 main:574] : INFO : Epoch 1972 | loss: 0.031163 | val_loss: 0.0311709 | Time: 12265.2 ms
[2022-02-06 10:32:10 main:574] : INFO : Epoch 1973 | loss: 0.0311649 | val_loss: 0.0311687 | Time: 12816.1 ms
[2022-02-06 10:32:22 main:574] : INFO : Epoch 1974 | loss: 0.0311625 | val_loss: 0.0311688 | Time: 12014.9 ms
[2022-02-06 10:32:35 main:574] : INFO : Epoch 1975 | loss: 0.0311614 | val_loss: 0.0311702 | Time: 13426.5 ms
[2022-02-06 10:32:48 main:574] : INFO : Epoch 1976 | loss: 0.031163 | val_loss: 0.0311683 | Time: 13113.3 ms
[2022-02-06 10:33:02 main:574] : INFO : Epoch 1977 | loss: 0.0311639 | val_loss: 0.0311677 | Time: 13275.4 ms
[2022-02-06 10:33:25 main:574] : INFO : Epoch 1978 | loss: 0.0311626 | val_loss: 0.0311679 | Time: 23362.6 ms
[2022-02-06 10:33:38 main:574] : INFO : Epoch 1979 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 12707.4 ms
[2022-02-06 10:33:50 main:574] : INFO : Epoch 1980 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 12629.6 ms
[2022-02-06 10:34:03 main:574] : INFO : Epoch 1981 | loss: 0.0311726 | val_loss: 0.0311735 | Time: 12116.7 ms
[2022-02-06 10:34:15 main:574] : INFO : Epoch 1982 | loss: 0.0311716 | val_loss: 0.0311757 | Time: 12262.3 ms
[2022-02-06 10:34:28 main:574] : INFO : Epoch 1983 | loss: 0.0311697 | val_loss: 0.031171 | Time: 13612.8 ms
[2022-02-06 10:34:43 main:574] : INFO : Epoch 1984 | loss: 0.03117 | val_loss: 0.0311712 | Time: 14032.6 ms
[2022-02-06 10:34:57 main:574] : INFO : Epoch 1985 | loss: 0.0311684 | val_loss: 0.0311701 | Time: 14585 ms
[2022-02-06 10:35:12 main:574] : INFO : Epoch 1986 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 14618.8 ms
[2022-02-06 10:35:26 main:574] : INFO : Epoch 1987 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 13764 ms
[2022-02-06 10:35:39 main:574] : INFO : Epoch 1988 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 13254.4 ms
[2022-02-06 10:35:52 main:574] : INFO : Epoch 1989 | loss: 0.0311686 | val_loss: 0.0311723 | Time: 13398.1 ms
[2022-02-06 10:36:16 main:574] : INFO : Epoch 1990 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 23420.1 ms
[2022-02-06 10:36:29 main:574] : INFO : Epoch 1991 | loss: 0.0311649 | val_loss: 0.0311687 | Time: 13076.8 ms
[2022-02-06 10:36:41 main:574] : INFO : Epoch 1992 | loss: 0.0311625 | val_loss: 0.0311686 | Time: 12755.7 ms
[2022-02-06 10:37:05 main:574] : INFO : Epoch 1993 | loss: 0.0311634 | val_loss: 0.0311686 | Time: 23338 ms
[2022-02-06 10:37:18 main:574] : INFO : Epoch 1994 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 12712.6 ms
[2022-02-06 10:37:30 main:574] : INFO : Epoch 1995 | loss: 0.0311628 | val_loss: 0.0311677 | Time: 12515.5 ms
[2022-02-06 10:37:43 main:574] : INFO : Epoch 1996 | loss: 0.0311615 | val_loss: 0.0311694 | Time: 12616.8 ms
[2022-02-06 10:37:56 main:574] : INFO : Epoch 1997 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 12981.1 ms
[2022-02-06 10:38:09 main:574] : INFO : Epoch 1998 | loss: 0.0311617 | val_loss: 0.0311673 | Time: 13448.1 ms
[2022-02-06 10:38:21 main:574] : INFO : Epoch 1999 | loss: 0.0311625 | val_loss: 0.0311654 | Time: 12095.1 ms
[2022-02-06 10:38:34 main:574] : INFO : Epoch 2000 | loss: 0.0311609 | val_loss: 0.0311675 | Time: 12789 ms
[2022-02-06 10:38:47 main:574] : INFO : Epoch 2001 | loss: 0.0311637 | val_loss: 0.0311721 | Time: 12771.3 ms
[2022-02-06 10:39:00 main:574] : INFO : Epoch 2002 | loss: 0.031162 | val_loss: 0.0311687 | Time: 12927.4 ms
[2022-02-06 10:39:12 main:574] : INFO : Epoch 2003 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 12571.2 ms
[2022-02-06 10:39:25 main:574] : INFO : Epoch 2004 | loss: 0.0311633 | val_loss: 0.0311671 | Time: 12481.4 ms
[2022-02-06 10:39:38 main:574] : INFO : Epoch 2005 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 12666.8 ms
[2022-02-06 10:39:50 main:574] : INFO : Epoch 2006 | loss: 0.0311641 | val_loss: 0.0311757 | Time: 12549.7 ms
[2022-02-06 10:40:02 main:574] : INFO : Epoch 2007 | loss: 0.0311626 | val_loss: 0.0311677 | Time: 11870.6 ms
[2022-02-06 10:40:15 main:574] : INFO : Epoch 2008 | loss: 0.0311613 | val_loss: 0.0311676 | Time: 12971.4 ms
[2022-02-06 10:40:27 main:574] : INFO : Epoch 2009 | loss: 0.0311613 | val_loss: 0.0311682 | Time: 12290.1 ms
[2022-02-06 10:40:40 main:574] : INFO : Epoch 2010 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 12465 ms
[2022-02-06 10:40:52 main:574] : INFO : Epoch 2011 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 12099.7 ms
[2022-02-06 10:41:04 main:574] : INFO : Epoch 2012 | loss: 0.0311628 | val_loss: 0.0311727 | Time: 12524.2 ms
[2022-02-06 10:41:28 main:574] : INFO : Epoch 2013 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 23487.4 ms
[2022-02-06 10:41:41 main:574] : INFO : Epoch 2014 | loss: 0.0311608 | val_loss: 0.0311699 | Time: 13217.7 ms
[2022-02-06 10:41:53 main:574] : INFO : Epoch 2015 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 11865.8 ms
[2022-02-06 10:42:06 main:574] : INFO : Epoch 2016 | loss: 0.0311604 | val_loss: 0.0311775 | Time: 12989.5 ms
[2022-02-06 10:42:19 main:574] : INFO : Epoch 2017 | loss: 0.0311635 | val_loss: 0.031168 | Time: 12637.5 ms
[2022-02-06 10:42:31 main:574] : INFO : Epoch 2018 | loss: 0.0311636 | val_loss: 0.0311673 | Time: 12687.8 ms
[2022-02-06 10:42:44 main:574] : INFO : Epoch 2019 | loss: 0.0311672 | val_loss: 0.0311686 | Time: 12782.6 ms
[2022-02-06 10:42:57 main:574] : INFO : Epoch 2020 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 12557 ms
[2022-02-06 10:43:20 main:574] : INFO : Epoch 2021 | loss: 0.0311662 | val_loss: 0.0311679 | Time: 23192.9 ms
[2022-02-06 10:43:32 main:574] : INFO : Epoch 2022 | loss: 0.0311622 | val_loss: 0.0311652 | Time: 12467.7 ms
[2022-02-06 10:43:45 main:574] : INFO : Epoch 2023 | loss: 0.0311622 | val_loss: 0.0311677 | Time: 12791.6 ms
[2022-02-06 10:43:57 main:574] : INFO : Epoch 2024 | loss: 0.0311637 | val_loss: 0.0311662 | Time: 11991 ms
[2022-02-06 10:44:10 main:574] : INFO : Epoch 2025 | loss: 0.0311623 | val_loss: 0.0311663 | Time: 12697.9 ms
[2022-02-06 10:44:23 main:574] : INFO : Epoch 2026 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 12859.3 ms
[2022-02-06 10:44:35 main:574] : INFO : Epoch 2027 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 12629.4 ms
[2022-02-06 10:44:48 main:574] : INFO : Epoch 2028 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 12618.3 ms
[2022-02-06 10:45:01 main:574] : INFO : Epoch 2029 | loss: 0.0311621 | val_loss: 0.0311676 | Time: 13122.7 ms
[2022-02-06 10:45:13 main:574] : INFO : Epoch 2030 | loss: 0.0311608 | val_loss: 0.031177 | Time: 11869.6 ms
[2022-02-06 10:45:27 main:574] : INFO : Epoch 2031 | loss: 0.0311675 | val_loss: 0.0311809 | Time: 13473.9 ms
[2022-02-06 10:45:39 main:574] : INFO : Epoch 2032 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 12738.8 ms
[2022-02-06 10:45:52 main:574] : INFO : Epoch 2033 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 12839.7 ms
[2022-02-06 10:46:05 main:574] : INFO : Epoch 2034 | loss: 0.0311613 | val_loss: 0.0311699 | Time: 12557.6 ms
[2022-02-06 10:46:17 main:574] : INFO : Epoch 2035 | loss: 0.0311605 | val_loss: 0.0311689 | Time: 12540.1 ms
[2022-02-06 10:46:30 main:574] : INFO : Epoch 2036 | loss: 0.031162 | val_loss: 0.0311699 | Time: 13092 ms
[2022-02-06 10:46:43 main:574] : INFO : Epoch 2037 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 12600.1 ms
[2022-02-06 10:47:06 main:574] : INFO : Epoch 2038 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 23308.2 ms
[2022-02-06 10:47:19 main:574] : INFO : Epoch 2039 | loss: 0.0311599 | val_loss: 0.0311691 | Time: 12510.3 ms
[2022-02-06 10:47:32 main:574] : INFO : Epoch 2040 | loss: 0.031159 | val_loss: 0.0311679 | Time: 12855.2 ms
[2022-02-06 10:47:44 main:574] : INFO : Epoch 2041 | loss: 0.03116 | val_loss: 0.0311833 | Time: 12468.4 ms
[2022-02-06 10:47:57 main:574] : INFO : Epoch 2042 | loss: 0.0311615 | val_loss: 0.0311685 | Time: 12853.7 ms
[2022-02-06 10:48:19 main:574] : INFO : Epoch 2043 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 22161.5 ms
[2022-02-06 10:48:31 main:574] : INFO : Epoch 2044 | loss: 0.0311639 | val_loss: 0.0311746 | Time: 12292.9 ms
[2022-02-06 10:48:44 main:574] : INFO : Epoch 2045 | loss: 0.0311636 | val_loss: 0.0311715 | Time: 12863.1 ms
[2022-02-06 10:48:57 main:574] : INFO : Epoch 2046 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 12516 ms
[2022-02-06 10:49:10 main:574] : INFO : Epoch 2047 | loss: 0.0311636 | val_loss: 0.0311711 | Time: 13290.4 ms
[2022-02-06 10:49:34 main:574] : INFO : Epoch 2048 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 23423.4 ms
[2022-02-06 10:49:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311767
[2022-02-06 10:49:34 main:603] : INFO : Saving end state to config to file
[2022-02-06 10:49:34 main:608] : INFO : Success, exiting..
10:49:34 (23292): 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)