Task 13420920
| Name | ParityModified-1647043244-10836-1-0_0 |
| Workunit | 10526835 |
| Created | 19 Mar 2022, 12:01:57 UTC |
| Sent | 24 Mar 2022, 20:58:38 UTC |
| Report deadline | 1 Apr 2022, 20:58:38 UTC |
| Received | 26 Mar 2022, 12:37:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 16 min 32 sec |
| CPU time | 3 hours 14 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 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 1600 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 6106.43 ms
[2022-03-24 16:31:38 main:574] : INFO : Epoch 1601 | loss: 0.0311756 | val_loss: 0.0311883 | Time: 6333.63 ms
[2022-03-24 16:31:44 main:574] : INFO : Epoch 1602 | loss: 0.0311757 | val_loss: 0.0311859 | Time: 6151.01 ms
[2022-03-24 16:31:50 main:574] : INFO : Epoch 1603 | loss: 0.0311764 | val_loss: 0.0311884 | Time: 5890.92 ms
[2022-03-24 16:31:56 main:574] : INFO : Epoch 1604 | loss: 0.0311759 | val_loss: 0.0311835 | Time: 6175.64 ms
[2022-03-24 16:32:02 main:574] : INFO : Epoch 1605 | loss: 0.031176 | val_loss: 0.0311859 | Time: 6097.1 ms
[2022-03-24 16:32:08 main:574] : INFO : Epoch 1606 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 6160.48 ms
[2022-03-24 16:32:14 main:574] : INFO : Epoch 1607 | loss: 0.0311755 | val_loss: 0.0311845 | Time: 5930.41 ms
[2022-03-24 16:32:21 main:574] : INFO : Epoch 1608 | loss: 0.0311745 | val_loss: 0.0311847 | Time: 6414.53 ms
[2022-03-24 16:32:27 main:574] : INFO : Epoch 1609 | loss: 0.0311745 | val_loss: 0.0311866 | Time: 6160.24 ms
[2022-03-24 16:32:33 main:574] : INFO : Epoch 1610 | loss: 0.0311742 | val_loss: 0.0311857 | Time: 6178.74 ms
[2022-03-24 16:32:39 main:574] : INFO : Epoch 1611 | loss: 0.0311752 | val_loss: 0.0311927 | Time: 6623.56 ms
[2022-03-24 16:32:45 main:574] : INFO : Epoch 1612 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 5872.12 ms
[2022-03-24 16:32:52 main:574] : INFO : Epoch 1613 | loss: 0.0311741 | val_loss: 0.0311865 | Time: 6349.94 ms
[2022-03-24 16:32:58 main:574] : INFO : Epoch 1614 | loss: 0.0311759 | val_loss: 0.0311898 | Time: 6169.69 ms
[2022-03-24 16:33:04 main:574] : INFO : Epoch 1615 | loss: 0.0311776 | val_loss: 0.0311929 | Time: 6087.86 ms
[2022-03-24 16:33:11 main:574] : INFO : Epoch 1616 | loss: 0.031176 | val_loss: 0.0311868 | Time: 6605.82 ms
[2022-03-24 16:33:16 main:574] : INFO : Epoch 1617 | loss: 0.0311748 | val_loss: 0.0311845 | Time: 5716.51 ms
[2022-03-24 16:33:23 main:574] : INFO : Epoch 1618 | loss: 0.0311745 | val_loss: 0.0311848 | Time: 6331.54 ms
[2022-03-24 16:33:28 main:574] : INFO : Epoch 1619 | loss: 0.031173 | val_loss: 0.0311892 | Time: 5819.4 ms
[2022-03-24 16:33:34 main:574] : INFO : Epoch 1620 | loss: 0.0311734 | val_loss: 0.031188 | Time: 5712.55 ms
[2022-03-24 16:33:40 main:574] : INFO : Epoch 1621 | loss: 0.0311766 | val_loss: 0.0311905 | Time: 6278.63 ms
[2022-03-24 16:33:47 main:574] : INFO : Epoch 1622 | loss: 0.0311782 | val_loss: 0.0311882 | Time: 6099.85 ms
[2022-03-24 16:33:53 main:574] : INFO : Epoch 1623 | loss: 0.0311779 | val_loss: 0.0311943 | Time: 5973.88 ms
[2022-03-24 16:33:59 main:574] : INFO : Epoch 1624 | loss: 0.0311754 | val_loss: 0.0311864 | Time: 6488.32 ms
[2022-03-24 16:34:05 main:574] : INFO : Epoch 1625 | loss: 0.0311746 | val_loss: 0.0311855 | Time: 5875.03 ms
[2022-03-24 16:34:12 main:574] : INFO : Epoch 1626 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 6597.58 ms
[2022-03-24 16:34:18 main:574] : INFO : Epoch 1627 | loss: 0.0311775 | val_loss: 0.0311837 | Time: 6068.52 ms
[2022-03-24 16:34:24 main:574] : INFO : Epoch 1628 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 6210.14 ms
[2022-03-24 16:34:30 main:574] : INFO : Epoch 1629 | loss: 0.0311743 | val_loss: 0.0311841 | Time: 6117.33 ms
[2022-03-24 16:34:36 main:574] : INFO : Epoch 1630 | loss: 0.0311755 | val_loss: 0.031187 | Time: 6220.88 ms
[2022-03-24 16:34:42 main:574] : INFO : Epoch 1631 | loss: 0.031174 | val_loss: 0.0311833 | Time: 6237.04 ms
[2022-03-24 16:34:49 main:574] : INFO : Epoch 1632 | loss: 0.0311763 | val_loss: 0.0311935 | Time: 6156.08 ms
[2022-03-24 16:34:55 main:574] : INFO : Epoch 1633 | loss: 0.0311743 | val_loss: 0.0311871 | Time: 6170.16 ms
[2022-03-24 16:35:01 main:574] : INFO : Epoch 1634 | loss: 0.0311726 | val_loss: 0.0311826 | Time: 5954.22 ms
[2022-03-24 16:35:07 main:574] : INFO : Epoch 1635 | loss: 0.0311721 | val_loss: 0.0311868 | Time: 6082.18 ms
[2022-03-24 16:35:13 main:574] : INFO : Epoch 1636 | loss: 0.0311746 | val_loss: 0.0311869 | Time: 5881.85 ms
[2022-03-24 16:35:19 main:574] : INFO : Epoch 1637 | loss: 0.0311728 | val_loss: 0.0311861 | Time: 5884.06 ms
[2022-03-24 16:35:25 main:574] : INFO : Epoch 1638 | loss: 0.0311721 | val_loss: 0.0311834 | Time: 5997.54 ms
[2022-03-24 16:35:31 main:574] : INFO : Epoch 1639 | loss: 0.0311715 | val_loss: 0.0311878 | Time: 5911.67 ms
[2022-03-24 16:35:36 main:574] : INFO : Epoch 1640 | loss: 0.0311715 | val_loss: 0.031186 | Time: 5897.52 ms
[2022-03-24 16:35:42 main:574] : INFO : Epoch 1641 | loss: 0.0311729 | val_loss: 0.0311833 | Time: 5863.68 ms
[2022-03-24 16:35:48 main:574] : INFO : Epoch 1642 | loss: 0.0311743 | val_loss: 0.0311837 | Time: 6017.63 ms
[2022-03-24 16:35:55 main:574] : INFO : Epoch 1643 | loss: 0.0311735 | val_loss: 0.0311827 | Time: 6343.45 ms
[2022-03-24 16:36:00 main:574] : INFO : Epoch 1644 | loss: 0.0311754 | val_loss: 0.0311829 | Time: 5765.42 ms
[2022-03-24 16:36:07 main:574] : INFO : Epoch 1645 | loss: 0.0311762 | val_loss: 0.0311881 | Time: 6386.54 ms
[2022-03-24 16:36:13 main:574] : INFO : Epoch 1646 | loss: 0.0311775 | val_loss: 0.0311858 | Time: 6202.32 ms
[2022-03-24 16:36:19 main:574] : INFO : Epoch 1647 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 6243.89 ms
[2022-03-24 16:36:26 main:574] : INFO : Epoch 1648 | loss: 0.0311716 | val_loss: 0.0311851 | Time: 6384.34 ms
[2022-03-24 16:36:32 main:574] : INFO : Epoch 1649 | loss: 0.0311738 | val_loss: 0.0311871 | Time: 5970.24 ms
[2022-03-24 16:36:38 main:574] : INFO : Epoch 1650 | loss: 0.0311711 | val_loss: 0.0311855 | Time: 6316.4 ms
[2022-03-24 16:36:44 main:574] : INFO : Epoch 1651 | loss: 0.0311712 | val_loss: 0.0311851 | Time: 5934.81 ms
[2022-03-24 16:36:50 main:574] : INFO : Epoch 1652 | loss: 0.0311703 | val_loss: 0.0311911 | Time: 5861.66 ms
[2022-03-24 16:36:56 main:574] : INFO : Epoch 1653 | loss: 0.0311733 | val_loss: 0.0311849 | Time: 5829.04 ms
[2022-03-24 16:37:02 main:574] : INFO : Epoch 1654 | loss: 0.0311701 | val_loss: 0.031188 | Time: 6105.28 ms
[2022-03-24 16:37:08 main:574] : INFO : Epoch 1655 | loss: 0.0311703 | val_loss: 0.0311902 | Time: 5958.22 ms
[2022-03-24 16:37:14 main:574] : INFO : Epoch 1656 | loss: 0.0311775 | val_loss: 0.0311889 | Time: 6206.33 ms
[2022-03-24 16:37:20 main:574] : INFO : Epoch 1657 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 6362.82 ms
[2022-03-24 16:37:26 main:574] : INFO : Epoch 1658 | loss: 0.031174 | val_loss: 0.0311891 | Time: 5985.72 ms
[2022-03-24 16:37:32 main:574] : INFO : Epoch 1659 | loss: 0.0311722 | val_loss: 0.031187 | Time: 5982.22 ms
[2022-03-24 16:37:38 main:574] : INFO : Epoch 1660 | loss: 0.0311699 | val_loss: 0.0311846 | Time: 5786.44 ms
[2022-03-24 16:37:44 main:574] : INFO : Epoch 1661 | loss: 0.03117 | val_loss: 0.0311859 | Time: 5968.36 ms
[2022-03-24 16:37:50 main:574] : INFO : Epoch 1662 | loss: 0.0311705 | val_loss: 0.0311834 | Time: 5906.9 ms
[2022-03-24 16:37:56 main:574] : INFO : Epoch 1663 | loss: 0.0311688 | val_loss: 0.0311872 | Time: 5786.92 ms
[2022-03-24 16:38:02 main:574] : INFO : Epoch 1664 | loss: 0.0311718 | val_loss: 0.0311949 | Time: 6035.59 ms
[2022-03-24 16:38:08 main:574] : INFO : Epoch 1665 | loss: 0.031171 | val_loss: 0.0311842 | Time: 6140.89 ms
[2022-03-24 16:38:14 main:574] : INFO : Epoch 1666 | loss: 0.0311695 | val_loss: 0.0311837 | Time: 5893.01 ms
[2022-03-24 16:38:20 main:574] : INFO : Epoch 1667 | loss: 0.031169 | val_loss: 0.0311885 | Time: 6057.41 ms
[2022-03-24 16:38:27 main:574] : INFO : Epoch 1668 | loss: 0.0311702 | val_loss: 0.0311845 | Time: 6361.85 ms
[2022-03-24 16:38:33 main:574] : INFO : Epoch 1669 | loss: 0.0311693 | val_loss: 0.0311863 | Time: 5799.79 ms
[2022-03-24 16:38:38 main:574] : INFO : Epoch 1670 | loss: 0.0311691 | val_loss: 0.0311846 | Time: 5838.84 ms
[2022-03-24 16:38:44 main:574] : INFO : Epoch 1671 | loss: 0.0311691 | val_loss: 0.0311876 | Time: 5897.74 ms
[2022-03-24 16:38:51 main:574] : INFO : Epoch 1672 | loss: 0.0311684 | val_loss: 0.0311853 | Time: 6230.12 ms
[2022-03-24 16:38:56 main:574] : INFO : Epoch 1673 | loss: 0.0311688 | val_loss: 0.0311871 | Time: 5818.1 ms
[2022-03-24 16:39:02 main:574] : INFO : Epoch 1674 | loss: 0.0311712 | val_loss: 0.0311824 | Time: 6000.53 ms
[2022-03-24 16:39:08 main:574] : INFO : Epoch 1675 | loss: 0.0311742 | val_loss: 0.0311823 | Time: 5925.36 ms
[2022-03-24 16:39:15 main:574] : INFO : Epoch 1676 | loss: 0.0311771 | val_loss: 0.0311919 | Time: 6505.2 ms
[2022-03-24 16:39:21 main:574] : INFO : Epoch 1677 | loss: 0.0311718 | val_loss: 0.0311831 | Time: 5882.81 ms
[2022-03-24 16:39:27 main:574] : INFO : Epoch 1678 | loss: 0.0311702 | val_loss: 0.0311849 | Time: 6259.94 ms
[2022-03-24 16:39:33 main:574] : INFO : Epoch 1679 | loss: 0.0311714 | val_loss: 0.0311836 | Time: 5662.31 ms
[2022-03-24 16:39:39 main:574] : INFO : Epoch 1680 | loss: 0.031169 | val_loss: 0.0311844 | Time: 6201.1 ms
[2022-03-24 16:39:45 main:574] : INFO : Epoch 1681 | loss: 0.0311701 | val_loss: 0.0311834 | Time: 6206.64 ms
[2022-03-24 16:39:51 main:574] : INFO : Epoch 1682 | loss: 0.0311687 | val_loss: 0.031184 | Time: 5802.67 ms
[2022-03-24 16:39:57 main:574] : INFO : Epoch 1683 | loss: 0.031169 | val_loss: 0.0311843 | Time: 5790.82 ms
[2022-03-24 16:40:03 main:574] : INFO : Epoch 1684 | loss: 0.0311685 | val_loss: 0.0311836 | Time: 6190.55 ms
[2022-03-24 16:40:09 main:574] : INFO : Epoch 1685 | loss: 0.0311695 | val_loss: 0.031187 | Time: 5829.56 ms
[2022-03-24 16:40:15 main:574] : INFO : Epoch 1686 | loss: 0.0311683 | val_loss: 0.0311873 | Time: 5934.52 ms
[2022-03-24 16:40:20 main:574] : INFO : Epoch 1687 | loss: 0.0311686 | val_loss: 0.031186 | Time: 5671.5 ms
[2022-03-24 16:40:26 main:574] : INFO : Epoch 1688 | loss: 0.03117 | val_loss: 0.0311909 | Time: 6013.8 ms
[2022-03-24 16:40:33 main:574] : INFO : Epoch 1689 | loss: 0.031174 | val_loss: 0.0311877 | Time: 6104.26 ms
[2022-03-24 16:40:39 main:574] : INFO : Epoch 1690 | loss: 0.0311725 | val_loss: 0.0311894 | Time: 5807.93 ms
[2022-03-24 16:40:45 main:574] : INFO : Epoch 1691 | loss: 0.0311694 | val_loss: 0.031186 | Time: 6306.23 ms
[2022-03-24 16:40:51 main:574] : INFO : Epoch 1692 | loss: 0.031169 | val_loss: 0.0311835 | Time: 5855.92 ms
[2022-03-24 16:40:57 main:574] : INFO : Epoch 1693 | loss: 0.0311706 | val_loss: 0.0311937 | Time: 5839.41 ms
[2022-03-24 16:41:03 main:574] : INFO : Epoch 1694 | loss: 0.0311687 | val_loss: 0.0311837 | Time: 5920.95 ms
[2022-03-24 16:41:09 main:574] : INFO : Epoch 1695 | loss: 0.0311676 | val_loss: 0.0311852 | Time: 6241.55 ms
[2022-03-24 16:41:15 main:574] : INFO : Epoch 1696 | loss: 0.0311711 | val_loss: 0.0311919 | Time: 6014.97 ms
[2022-03-24 16:41:21 main:574] : INFO : Epoch 1697 | loss: 0.0311719 | val_loss: 0.0311852 | Time: 5894.87 ms
[2022-03-24 16:41:27 main:574] : INFO : Epoch 1698 | loss: 0.0311736 | val_loss: 0.0311834 | Time: 6413.68 ms
[2022-03-24 16:41:33 main:574] : INFO : Epoch 1699 | loss: 0.0311748 | val_loss: 0.0311839 | Time: 5892.21 ms
[2022-03-24 16:41:39 main:574] : INFO : Epoch 1700 | loss: 0.0311733 | val_loss: 0.0311869 | Time: 5715.33 ms
[2022-03-24 16:41:45 main:574] : INFO : Epoch 1701 | loss: 0.0311718 | val_loss: 0.0311841 | Time: 6299.93 ms
[2022-03-24 16:41:51 main:574] : INFO : Epoch 1702 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 6061.37 ms
[2022-03-24 16:41:57 main:574] : INFO : Epoch 1703 | loss: 0.0311715 | val_loss: 0.0311838 | Time: 6124.43 ms
[2022-03-24 16:42:04 main:574] : INFO : Epoch 1704 | loss: 0.031169 | val_loss: 0.0311836 | Time: 6608.56 ms
[2022-03-24 16:42:11 main:574] : INFO : Epoch 1705 | loss: 0.0311673 | val_loss: 0.0311854 | Time: 6467.5 ms
[2022-03-24 16:42:17 main:574] : INFO : Epoch 1706 | loss: 0.0311669 | val_loss: 0.0311855 | Time: 6044.7 ms
[2022-03-24 16:42:23 main:574] : INFO : Epoch 1707 | loss: 0.0311689 | val_loss: 0.0311855 | Time: 5998.16 ms
[2022-03-24 16:42:29 main:574] : INFO : Epoch 1708 | loss: 0.0311665 | val_loss: 0.0311871 | Time: 5906.64 ms
[2022-03-24 16:42:34 main:574] : INFO : Epoch 1709 | loss: 0.0311666 | val_loss: 0.0311847 | Time: 5828.62 ms
[2022-03-24 16:42:40 main:574] : INFO : Epoch 1710 | loss: 0.031166 | val_loss: 0.0311892 | Time: 6096.91 ms
[2022-03-24 16:42:47 main:574] : INFO : Epoch 1711 | loss: 0.0311671 | val_loss: 0.0311858 | Time: 6302.12 ms
[2022-03-24 16:42:53 main:574] : INFO : Epoch 1712 | loss: 0.0311704 | val_loss: 0.0311842 | Time: 5874.08 ms
[2022-03-24 16:42:59 main:574] : INFO : Epoch 1713 | loss: 0.0311672 | val_loss: 0.0311825 | Time: 6651.64 ms
[2022-03-24 16:43:06 main:574] : INFO : Epoch 1714 | loss: 0.0311699 | val_loss: 0.0311834 | Time: 6295.98 ms
[2022-03-24 16:43:12 main:574] : INFO : Epoch 1715 | loss: 0.0311668 | val_loss: 0.0311837 | Time: 6265.83 ms
[2022-03-24 16:43:18 main:574] : INFO : Epoch 1716 | loss: 0.0311691 | val_loss: 0.0311927 | Time: 6456.68 ms
[2022-03-24 16:43:25 main:574] : INFO : Epoch 1717 | loss: 0.0311698 | val_loss: 0.0311821 | Time: 6239.37 ms
[2022-03-24 16:43:31 main:574] : INFO : Epoch 1718 | loss: 0.031171 | val_loss: 0.0311904 | Time: 6372.71 ms
[2022-03-24 16:43:37 main:574] : INFO : Epoch 1719 | loss: 0.0311706 | val_loss: 0.0311836 | Time: 6013.62 ms
[2022-03-24 16:43:43 main:574] : INFO : Epoch 1720 | loss: 0.0311707 | val_loss: 0.0311828 | Time: 6041.84 ms
[2022-03-24 16:43:49 main:574] : INFO : Epoch 1721 | loss: 0.0311714 | val_loss: 0.031183 | Time: 6071.12 ms
[2022-03-24 16:43:55 main:574] : INFO : Epoch 1722 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 6058.43 ms
[2022-03-24 16:44:01 main:574] : INFO : Epoch 1723 | loss: 0.0311703 | val_loss: 0.0311828 | Time: 6082.74 ms
[2022-03-24 16:44:07 main:574] : INFO : Epoch 1724 | loss: 0.0311699 | val_loss: 0.0311823 | Time: 6022.66 ms
[2022-03-24 16:44:13 main:574] : INFO : Epoch 1725 | loss: 0.0311689 | val_loss: 0.0311841 | Time: 5744.34 ms
[2022-03-24 16:44:19 main:574] : INFO : Epoch 1726 | loss: 0.0311664 | val_loss: 0.0311853 | Time: 5977.26 ms
[2022-03-24 16:44:25 main:574] : INFO : Epoch 1727 | loss: 0.0311661 | val_loss: 0.0311883 | Time: 5857.36 ms
[2022-03-24 16:44:31 main:574] : INFO : Epoch 1728 | loss: 0.0311654 | val_loss: 0.0311843 | Time: 6492.75 ms
[2022-03-24 16:44:37 main:574] : INFO : Epoch 1729 | loss: 0.031164 | val_loss: 0.0311881 | Time: 5692.4 ms
[2022-03-24 16:44:43 main:574] : INFO : Epoch 1730 | loss: 0.0311709 | val_loss: 0.0311896 | Time: 5917.39 ms
[2022-03-24 16:44:49 main:574] : INFO : Epoch 1731 | loss: 0.0311668 | val_loss: 0.0311877 | Time: 5792.97 ms
[2022-03-24 16:44:55 main:574] : INFO : Epoch 1732 | loss: 0.0311717 | val_loss: 0.0311907 | Time: 6199.68 ms
[2022-03-24 16:45:01 main:574] : INFO : Epoch 1733 | loss: 0.0311836 | val_loss: 0.0311977 | Time: 6330.48 ms
[2022-03-24 16:45:08 main:574] : INFO : Epoch 1734 | loss: 0.0311737 | val_loss: 0.0311954 | Time: 6358.46 ms
[2022-03-24 16:45:14 main:574] : INFO : Epoch 1735 | loss: 0.0311695 | val_loss: 0.0311936 | Time: 5971.62 ms
[2022-03-24 16:45:20 main:574] : INFO : Epoch 1736 | loss: 0.0311682 | val_loss: 0.0311836 | Time: 6054.11 ms
[2022-03-24 16:45:26 main:574] : INFO : Epoch 1737 | loss: 0.0311663 | val_loss: 0.0311863 | Time: 6467.01 ms
[2022-03-24 16:45:32 main:574] : INFO : Epoch 1738 | loss: 0.0311655 | val_loss: 0.0311867 | Time: 6064.15 ms
[2022-03-24 16:45:38 main:574] : INFO : Epoch 1739 | loss: 0.0311664 | val_loss: 0.0311898 | Time: 5950.34 ms
[2022-03-24 16:45:45 main:574] : INFO : Epoch 1740 | loss: 0.0311662 | val_loss: 0.0311833 | Time: 6367.81 ms
[2022-03-24 16:45:50 main:574] : INFO : Epoch 1741 | loss: 0.0311646 | val_loss: 0.0311868 | Time: 5778.2 ms
[2022-03-24 16:45:57 main:574] : INFO : Epoch 1742 | loss: 0.0311633 | val_loss: 0.0311836 | Time: 6355.45 ms
[2022-03-24 16:46:03 main:574] : INFO : Epoch 1743 | loss: 0.0311629 | val_loss: 0.0311857 | Time: 5730.46 ms
[2022-03-24 16:46:08 main:574] : INFO : Epoch 1744 | loss: 0.031164 | val_loss: 0.0311885 | Time: 5897.33 ms
[2022-03-24 16:46:15 main:574] : INFO : Epoch 1745 | loss: 0.0311647 | val_loss: 0.0311879 | Time: 6160.33 ms
[2022-03-24 16:46:21 main:574] : INFO : Epoch 1746 | loss: 0.0311687 | val_loss: 0.0311835 | Time: 6577.18 ms
[2022-03-24 16:46:28 main:574] : INFO : Epoch 1747 | loss: 0.0311666 | val_loss: 0.0311821 | Time: 6606.18 ms
[2022-03-24 16:46:34 main:574] : INFO : Epoch 1748 | loss: 0.0311673 | val_loss: 0.0311822 | Time: 6624.5 ms
[2022-03-24 16:46:41 main:574] : INFO : Epoch 1749 | loss: 0.0311652 | val_loss: 0.0311833 | Time: 6115.29 ms
[2022-03-24 16:46:47 main:574] : INFO : Epoch 1750 | loss: 0.0311643 | val_loss: 0.031184 | Time: 6422.45 ms
[2022-03-24 16:46:53 main:574] : INFO : Epoch 1751 | loss: 0.0311664 | val_loss: 0.0311823 | Time: 6383.33 ms
[2022-03-24 16:47:00 main:574] : INFO : Epoch 1752 | loss: 0.0311668 | val_loss: 0.0311845 | Time: 6614.61 ms
[2022-03-24 16:47:07 main:574] : INFO : Epoch 1753 | loss: 0.0311667 | val_loss: 0.0311802 | Time: 6578.28 ms
[2022-03-24 16:47:13 main:574] : INFO : Epoch 1754 | loss: 0.0311663 | val_loss: 0.0311819 | Time: 6603.23 ms
[2022-03-24 16:47:20 main:574] : INFO : Epoch 1755 | loss: 0.0311684 | val_loss: 0.0311821 | Time: 6629.42 ms
[2022-03-24 16:47:26 main:574] : INFO : Epoch 1756 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 6001.48 ms
[2022-03-24 16:47:32 main:574] : INFO : Epoch 1757 | loss: 0.0311897 | val_loss: 0.0311851 | Time: 6006.1 ms
[2022-03-24 16:47:38 main:574] : INFO : Epoch 1758 | loss: 0.0311872 | val_loss: 0.0311839 | Time: 5908.83 ms
[2022-03-24 16:47:43 main:574] : INFO : Epoch 1759 | loss: 0.0311854 | val_loss: 0.0311827 | Time: 5747.5 ms
[2022-03-24 16:47:49 main:574] : INFO : Epoch 1760 | loss: 0.0311839 | val_loss: 0.0311829 | Time: 5961.33 ms
[2022-03-24 16:47:56 main:574] : INFO : Epoch 1761 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 6099.8 ms
[2022-03-24 16:48:02 main:574] : INFO : Epoch 1762 | loss: 0.0311819 | val_loss: 0.0311812 | Time: 6091.84 ms
[2022-03-24 16:48:08 main:574] : INFO : Epoch 1763 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 6333.85 ms
[2022-03-24 16:48:14 main:574] : INFO : Epoch 1764 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 5920.73 ms
[2022-03-24 16:48:20 main:574] : INFO : Epoch 1765 | loss: 0.031186 | val_loss: 0.0311869 | Time: 6256.6 ms
[2022-03-24 16:48:26 main:574] : INFO : Epoch 1766 | loss: 0.0311844 | val_loss: 0.0311841 | Time: 6022.2 ms
[2022-03-24 16:48:32 main:574] : INFO : Epoch 1767 | loss: 0.031185 | val_loss: 0.0311871 | Time: 6070.07 ms
[2022-03-24 16:48:38 main:574] : INFO : Epoch 1768 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 5976 ms
[2022-03-24 16:48:44 main:574] : INFO : Epoch 1769 | loss: 0.0312021 | val_loss: 0.0311995 | Time: 6143.34 ms
[2022-03-24 16:48:51 main:574] : INFO : Epoch 1770 | loss: 0.0311995 | val_loss: 0.0311967 | Time: 6077.09 ms
[2022-03-24 16:48:57 main:574] : INFO : Epoch 1771 | loss: 0.0311967 | val_loss: 0.0311939 | Time: 6116.14 ms
[2022-03-24 16:49:03 main:574] : INFO : Epoch 1772 | loss: 0.031194 | val_loss: 0.0311927 | Time: 5894.19 ms
[2022-03-24 16:49:09 main:574] : INFO : Epoch 1773 | loss: 0.0311926 | val_loss: 0.0311946 | Time: 6137.63 ms
[2022-03-24 16:49:15 main:574] : INFO : Epoch 1774 | loss: 0.0311936 | val_loss: 0.031195 | Time: 5900.08 ms
[2022-03-24 16:49:21 main:574] : INFO : Epoch 1775 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 5979.37 ms
[2022-03-24 16:49:27 main:574] : INFO : Epoch 1776 | loss: 0.0311921 | val_loss: 0.0311879 | Time: 6437.83 ms
[2022-03-24 16:49:33 main:574] : INFO : Epoch 1777 | loss: 0.0311904 | val_loss: 0.0311876 | Time: 5772.9 ms
[2022-03-24 16:49:39 main:574] : INFO : Epoch 1778 | loss: 0.031188 | val_loss: 0.0311891 | Time: 6013.29 ms
[2022-03-24 16:49:45 main:574] : INFO : Epoch 1779 | loss: 0.0311884 | val_loss: 0.0311862 | Time: 6038.92 ms
[2022-03-24 16:49:51 main:574] : INFO : Epoch 1780 | loss: 0.0311866 | val_loss: 0.0311857 | Time: 5842.59 ms
[2022-03-24 16:49:57 main:574] : INFO : Epoch 1781 | loss: 0.0311853 | val_loss: 0.0311855 | Time: 6312.85 ms
[2022-03-24 16:50:03 main:574] : INFO : Epoch 1782 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 6121.85 ms
[2022-03-24 16:50:09 main:574] : INFO : Epoch 1783 | loss: 0.0311861 | val_loss: 0.0311882 | Time: 5852.66 ms
[2022-03-24 16:50:15 main:574] : INFO : Epoch 1784 | loss: 0.0311905 | val_loss: 0.0311972 | Time: 6107.84 ms
[2022-03-24 16:50:22 main:574] : INFO : Epoch 1785 | loss: 0.031195 | val_loss: 0.0311878 | Time: 6638.38 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2070 SUPER)
[2022-03-24 16:51:13 main:435] : INFO : Set logging level to 1
[2022-03-24 16:51:13 main:441] : INFO : Running in BOINC Client mode
[2022-03-24 16:51:13 main:444] : INFO : Resolving all filenames
[2022-03-24 16:51:13 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-24 16:51:13 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-24 16:51:13 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-24 16:51:13 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-24 16:51:13 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-24 16:51:13 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-24 16:51:13 main:474] : INFO : Configuration:
[2022-03-24 16:51:13 main:475] : INFO : Model type: GRU
[2022-03-24 16:51:13 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-24 16:51:13 main:477] : INFO : Max Epochs: 2048
[2022-03-24 16:51:13 main:478] : INFO : Batch Size: 128
[2022-03-24 16:51:13 main:479] : INFO : Learning Rate: 0.01
[2022-03-24 16:51:13 main:480] : INFO : Patience: 10
[2022-03-24 16:51:13 main:481] : INFO : Hidden Width: 12
[2022-03-24 16:51:13 main:482] : INFO : # Recurrent Layers: 4
[2022-03-24 16:51:13 main:483] : INFO : # Backend Layers: 4
[2022-03-24 16:51:13 main:484] : INFO : # Threads: 1
[2022-03-24 16:51:13 main:486] : INFO : Preparing Dataset
[2022-03-24 16:51:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-24 16:51:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-24 16:51:15 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-24 16:51:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-24 16:51:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-24 16:51:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-24 16:51:15 main:494] : INFO : Creating Model
[2022-03-24 16:51:15 main:507] : INFO : Preparing config file
[2022-03-24 16:51:15 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-24 16:51:15 main:512] : INFO : Loading config
[2022-03-24 16:51:15 main:514] : INFO : Loading state
[2022-03-24 16:51:16 main:559] : INFO : Loading DataLoader into Memory
[2022-03-24 16:51:16 main:562] : INFO : Starting Training
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2070 SUPER)
[2022-03-26 04:59:19 main:435] : INFO : Set logging level to 1
[2022-03-26 04:59:19 main:441] : INFO : Running in BOINC Client mode
[2022-03-26 04:59:19 main:444] : INFO : Resolving all filenames
[2022-03-26 04:59:19 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-26 04:59:19 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-26 04:59:19 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-26 04:59:19 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-26 04:59:19 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-26 04:59:19 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-26 04:59:19 main:474] : INFO : Configuration:
[2022-03-26 04:59:19 main:475] : INFO : Model type: GRU
[2022-03-26 04:59:19 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-26 04:59:19 main:477] : INFO : Max Epochs: 2048
[2022-03-26 04:59:19 main:478] : INFO : Batch Size: 128
[2022-03-26 04:59:19 main:479] : INFO : Learning Rate: 0.01
[2022-03-26 04:59:19 main:480] : INFO : Patience: 10
[2022-03-26 04:59:19 main:481] : INFO : Hidden Width: 12
[2022-03-26 04:59:19 main:482] : INFO : # Recurrent Layers: 4
[2022-03-26 04:59:19 main:483] : INFO : # Backend Layers: 4
[2022-03-26 04:59:19 main:484] : INFO : # Threads: 1
[2022-03-26 04:59:19 main:486] : INFO : Preparing Dataset
[2022-03-26 04:59:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-26 04:59:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-26 04:59:22 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-26 04:59:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-26 04:59:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-26 04:59:22 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-26 04:59:22 main:494] : INFO : Creating Model
[2022-03-26 04:59:22 main:507] : INFO : Preparing config file
[2022-03-26 04:59:22 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-26 04:59:22 main:512] : INFO : Loading config
[2022-03-26 04:59:22 main:514] : INFO : Loading state
[2022-03-26 04:59:24 main:559] : INFO : Loading DataLoader into Memory
[2022-03-26 04:59:24 main:562] : INFO : Starting Training
[2022-03-26 04:59:31 main:574] : INFO : Epoch 1778 | loss: 0.0312326 | val_loss: 0.0311937 | Time: 6518.62 ms
[2022-03-26 04:59:37 main:574] : INFO : Epoch 1779 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 6167.72 ms
[2022-03-26 04:59:43 main:574] : INFO : Epoch 1780 | loss: 0.0311846 | val_loss: 0.0311823 | Time: 6234.79 ms
[2022-03-26 04:59:49 main:574] : INFO : Epoch 1781 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 5912.1 ms
[2022-03-26 04:59:55 main:574] : INFO : Epoch 1782 | loss: 0.0311797 | val_loss: 0.0311764 | Time: 5825.97 ms
[2022-03-26 05:00:01 main:574] : INFO : Epoch 1783 | loss: 0.0311775 | val_loss: 0.0311758 | Time: 6561.8 ms
[2022-03-26 05:00:08 main:574] : INFO : Epoch 1784 | loss: 0.0311774 | val_loss: 0.0311757 | Time: 6571.89 ms
[2022-03-26 05:00:14 main:574] : INFO : Epoch 1785 | loss: 0.031177 | val_loss: 0.0311744 | Time: 5796.81 ms
[2022-03-26 05:00:20 main:574] : INFO : Epoch 1786 | loss: 0.0311785 | val_loss: 0.031178 | Time: 6499.07 ms
[2022-03-26 05:00:26 main:574] : INFO : Epoch 1787 | loss: 0.0311778 | val_loss: 0.0311785 | Time: 5908.57 ms
[2022-03-26 05:00:33 main:574] : INFO : Epoch 1788 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 6727.88 ms
[2022-03-26 05:00:39 main:574] : INFO : Epoch 1789 | loss: 0.0311752 | val_loss: 0.031177 | Time: 6563.14 ms
[2022-03-26 05:00:45 main:574] : INFO : Epoch 1790 | loss: 0.031173 | val_loss: 0.0311751 | Time: 5767.74 ms
[2022-03-26 05:00:51 main:574] : INFO : Epoch 1791 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 5957.38 ms
[2022-03-26 05:00:57 main:574] : INFO : Epoch 1792 | loss: 0.0311714 | val_loss: 0.031174 | Time: 6042.55 ms
[2022-03-26 05:01:03 main:574] : INFO : Epoch 1793 | loss: 0.0311715 | val_loss: 0.0311728 | Time: 5996.41 ms
[2022-03-26 05:01:10 main:574] : INFO : Epoch 1794 | loss: 0.0311709 | val_loss: 0.0311735 | Time: 6330.66 ms
[2022-03-26 05:01:16 main:574] : INFO : Epoch 1795 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 6252.65 ms
[2022-03-26 05:01:22 main:574] : INFO : Epoch 1796 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 5902.03 ms
[2022-03-26 05:01:28 main:574] : INFO : Epoch 1797 | loss: 0.031169 | val_loss: 0.0311749 | Time: 6545.31 ms
[2022-03-26 05:01:35 main:574] : INFO : Epoch 1798 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 6486.79 ms
[2022-03-26 05:01:41 main:574] : INFO : Epoch 1799 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 6043.04 ms
[2022-03-26 05:01:47 main:574] : INFO : Epoch 1800 | loss: 0.0311711 | val_loss: 0.031176 | Time: 5963.12 ms
[2022-03-26 05:01:53 main:574] : INFO : Epoch 1801 | loss: 0.0311725 | val_loss: 0.0311786 | Time: 6043.92 ms
[2022-03-26 05:01:59 main:574] : INFO : Epoch 1802 | loss: 0.0311735 | val_loss: 0.0311736 | Time: 6249.76 ms
[2022-03-26 05:02:05 main:574] : INFO : Epoch 1803 | loss: 0.0311699 | val_loss: 0.0311727 | Time: 5911.39 ms
[2022-03-26 05:02:11 main:574] : INFO : Epoch 1804 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 6044.73 ms
[2022-03-26 05:02:18 main:574] : INFO : Epoch 1805 | loss: 0.0311706 | val_loss: 0.0311772 | Time: 6430.8 ms
[2022-03-26 05:02:24 main:574] : INFO : Epoch 1806 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 6251.16 ms
[2022-03-26 05:02:30 main:574] : INFO : Epoch 1807 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 6269.67 ms
[2022-03-26 05:02:36 main:574] : INFO : Epoch 1808 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 5695.33 ms
[2022-03-26 05:02:42 main:574] : INFO : Epoch 1809 | loss: 0.0311787 | val_loss: 0.0311768 | Time: 6131.35 ms
[2022-03-26 05:02:48 main:574] : INFO : Epoch 1810 | loss: 0.0311807 | val_loss: 0.0311836 | Time: 6425.17 ms
[2022-03-26 05:02:55 main:574] : INFO : Epoch 1811 | loss: 0.0311809 | val_loss: 0.0311773 | Time: 6243.07 ms
[2022-03-26 05:03:01 main:574] : INFO : Epoch 1812 | loss: 0.0311779 | val_loss: 0.0311795 | Time: 6050.18 ms
[2022-03-26 05:03:07 main:574] : INFO : Epoch 1813 | loss: 0.0311747 | val_loss: 0.0311797 | Time: 5959 ms
[2022-03-26 05:03:12 main:574] : INFO : Epoch 1814 | loss: 0.0311747 | val_loss: 0.0311776 | Time: 5720.74 ms
[2022-03-26 05:03:18 main:574] : INFO : Epoch 1815 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 5509.38 ms
[2022-03-26 05:03:24 main:574] : INFO : Epoch 1816 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 5770.24 ms
[2022-03-26 05:03:30 main:574] : INFO : Epoch 1817 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 5954.4 ms
[2022-03-26 05:03:36 main:574] : INFO : Epoch 1818 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 6338.99 ms
[2022-03-26 05:03:42 main:574] : INFO : Epoch 1819 | loss: 0.0311684 | val_loss: 0.031176 | Time: 5892.89 ms
[2022-03-26 05:03:48 main:574] : INFO : Epoch 1820 | loss: 0.0311673 | val_loss: 0.0311772 | Time: 6206.66 ms
[2022-03-26 05:03:54 main:574] : INFO : Epoch 1821 | loss: 0.0311685 | val_loss: 0.031177 | Time: 5581.25 ms
[2022-03-26 05:04:00 main:574] : INFO : Epoch 1822 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 5916.13 ms
[2022-03-26 05:04:06 main:574] : INFO : Epoch 1823 | loss: 0.0311686 | val_loss: 0.0311772 | Time: 6539.34 ms
[2022-03-26 05:04:12 main:574] : INFO : Epoch 1824 | loss: 0.0311666 | val_loss: 0.0311753 | Time: 6084.16 ms
[2022-03-26 05:04:18 main:574] : INFO : Epoch 1825 | loss: 0.0311663 | val_loss: 0.031175 | Time: 5858.48 ms
[2022-03-26 05:04:24 main:574] : INFO : Epoch 1826 | loss: 0.0311657 | val_loss: 0.0311754 | Time: 5962.6 ms
[2022-03-26 05:04:30 main:574] : INFO : Epoch 1827 | loss: 0.0311664 | val_loss: 0.0311788 | Time: 5773.49 ms
[2022-03-26 05:04:36 main:574] : INFO : Epoch 1828 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 6129.1 ms
[2022-03-26 05:04:42 main:574] : INFO : Epoch 1829 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 5750.25 ms
[2022-03-26 05:04:48 main:574] : INFO : Epoch 1830 | loss: 0.0311662 | val_loss: 0.0311758 | Time: 6022.7 ms
[2022-03-26 05:04:54 main:574] : INFO : Epoch 1831 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 6564.14 ms
[2022-03-26 05:05:01 main:574] : INFO : Epoch 1832 | loss: 0.0311679 | val_loss: 0.0311751 | Time: 6472.8 ms
[2022-03-26 05:05:07 main:574] : INFO : Epoch 1833 | loss: 0.0311701 | val_loss: 0.0311775 | Time: 5776.81 ms
[2022-03-26 05:05:12 main:574] : INFO : Epoch 1834 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 5585.09 ms
[2022-03-26 05:05:18 main:574] : INFO : Epoch 1835 | loss: 0.0311717 | val_loss: 0.0311743 | Time: 5627.33 ms
[2022-03-26 05:05:24 main:574] : INFO : Epoch 1836 | loss: 0.0311708 | val_loss: 0.031173 | Time: 5901.02 ms
[2022-03-26 05:05:30 main:574] : INFO : Epoch 1837 | loss: 0.0311715 | val_loss: 0.031172 | Time: 5979.49 ms
[2022-03-26 05:05:36 main:574] : INFO : Epoch 1838 | loss: 0.0311696 | val_loss: 0.0311797 | Time: 6084.95 ms
[2022-03-26 05:05:42 main:574] : INFO : Epoch 1839 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 6345.47 ms
[2022-03-26 05:05:48 main:574] : INFO : Epoch 1840 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 6058.52 ms
[2022-03-26 05:05:54 main:574] : INFO : Epoch 1841 | loss: 0.0311745 | val_loss: 0.031176 | Time: 5858.02 ms
[2022-03-26 05:06:01 main:574] : INFO : Epoch 1842 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 6418.46 ms
[2022-03-26 05:06:06 main:574] : INFO : Epoch 1843 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 5906.98 ms
[2022-03-26 05:06:13 main:574] : INFO : Epoch 1844 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 6084.25 ms
[2022-03-26 05:06:19 main:574] : INFO : Epoch 1845 | loss: 0.0311672 | val_loss: 0.031173 | Time: 6327.69 ms
[2022-03-26 05:06:25 main:574] : INFO : Epoch 1846 | loss: 0.0311679 | val_loss: 0.0311715 | Time: 6265.9 ms
[2022-03-26 05:06:31 main:574] : INFO : Epoch 1847 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 6159.84 ms
[2022-03-26 05:06:37 main:574] : INFO : Epoch 1848 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 6023.47 ms
[2022-03-26 05:06:44 main:574] : INFO : Epoch 1849 | loss: 0.0311639 | val_loss: 0.0311739 | Time: 6206.34 ms
[2022-03-26 05:06:50 main:574] : INFO : Epoch 1850 | loss: 0.0311631 | val_loss: 0.0311715 | Time: 6059.88 ms
[2022-03-26 05:06:56 main:574] : INFO : Epoch 1851 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 5880.23 ms
[2022-03-26 05:07:02 main:574] : INFO : Epoch 1852 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 6087.88 ms
[2022-03-26 05:07:08 main:574] : INFO : Epoch 1853 | loss: 0.0311613 | val_loss: 0.0311728 | Time: 6197.23 ms
[2022-03-26 05:07:14 main:574] : INFO : Epoch 1854 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 6005.22 ms
[2022-03-26 05:07:20 main:574] : INFO : Epoch 1855 | loss: 0.0311679 | val_loss: 0.0311713 | Time: 6022.27 ms
[2022-03-26 05:07:26 main:574] : INFO : Epoch 1856 | loss: 0.031165 | val_loss: 0.0311719 | Time: 6198.71 ms
[2022-03-26 05:07:32 main:574] : INFO : Epoch 1857 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 5566.33 ms
[2022-03-26 05:07:38 main:574] : INFO : Epoch 1858 | loss: 0.0311756 | val_loss: 0.0311846 | Time: 6322.89 ms
[2022-03-26 05:07:44 main:574] : INFO : Epoch 1859 | loss: 0.0311865 | val_loss: 0.0311814 | Time: 5958.43 ms
[2022-03-26 05:07:51 main:574] : INFO : Epoch 1860 | loss: 0.0311839 | val_loss: 0.0311807 | Time: 6569.69 ms
[2022-03-26 05:07:57 main:574] : INFO : Epoch 1861 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 6010.77 ms
[2022-03-26 05:08:02 main:574] : INFO : Epoch 1862 | loss: 0.0311806 | val_loss: 0.0311758 | Time: 5830.54 ms
[2022-03-26 05:08:08 main:574] : INFO : Epoch 1863 | loss: 0.0311771 | val_loss: 0.0311759 | Time: 5609.89 ms
[2022-03-26 05:08:14 main:574] : INFO : Epoch 1864 | loss: 0.031178 | val_loss: 0.0311773 | Time: 6160.96 ms
[2022-03-26 05:08:20 main:574] : INFO : Epoch 1865 | loss: 0.0311771 | val_loss: 0.031177 | Time: 5858.1 ms
[2022-03-26 05:08:27 main:574] : INFO : Epoch 1866 | loss: 0.0311763 | val_loss: 0.0311801 | Time: 6525.79 ms
[2022-03-26 05:08:32 main:574] : INFO : Epoch 1867 | loss: 0.0311754 | val_loss: 0.0311749 | Time: 5826.87 ms
[2022-03-26 05:08:39 main:574] : INFO : Epoch 1868 | loss: 0.0311749 | val_loss: 0.0311768 | Time: 6302.14 ms
[2022-03-26 05:08:45 main:574] : INFO : Epoch 1869 | loss: 0.0311749 | val_loss: 0.0311752 | Time: 6291.25 ms
[2022-03-26 05:08:51 main:574] : INFO : Epoch 1870 | loss: 0.0311741 | val_loss: 0.0311732 | Time: 6111.53 ms
[2022-03-26 05:08:57 main:574] : INFO : Epoch 1871 | loss: 0.0311733 | val_loss: 0.0311735 | Time: 5931.57 ms
[2022-03-26 05:09:03 main:574] : INFO : Epoch 1872 | loss: 0.0311744 | val_loss: 0.0311735 | Time: 5853.97 ms
[2022-03-26 05:09:09 main:574] : INFO : Epoch 1873 | loss: 0.0311728 | val_loss: 0.0311745 | Time: 5967.86 ms
[2022-03-26 05:09:15 main:574] : INFO : Epoch 1874 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 6182.28 ms
[2022-03-26 05:09:22 main:574] : INFO : Epoch 1875 | loss: 0.0311728 | val_loss: 0.0311736 | Time: 6565.16 ms
[2022-03-26 05:09:28 main:574] : INFO : Epoch 1876 | loss: 0.0311747 | val_loss: 0.031173 | Time: 6034.86 ms
[2022-03-26 05:09:34 main:574] : INFO : Epoch 1877 | loss: 0.0311751 | val_loss: 0.0311744 | Time: 6309.72 ms
[2022-03-26 05:09:40 main:574] : INFO : Epoch 1878 | loss: 0.0311733 | val_loss: 0.0311729 | Time: 5788.64 ms
[2022-03-26 05:09:46 main:574] : INFO : Epoch 1879 | loss: 0.031171 | val_loss: 0.0311721 | Time: 6306.91 ms
[2022-03-26 05:09:53 main:574] : INFO : Epoch 1880 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 6383.91 ms
[2022-03-26 05:09:59 main:574] : INFO : Epoch 1881 | loss: 0.031169 | val_loss: 0.0311699 | Time: 6081.96 ms
[2022-03-26 05:10:05 main:574] : INFO : Epoch 1882 | loss: 0.0311682 | val_loss: 0.0311723 | Time: 6029.57 ms
[2022-03-26 05:10:11 main:574] : INFO : Epoch 1883 | loss: 0.0311693 | val_loss: 0.0311804 | Time: 6340.2 ms
[2022-03-26 05:10:17 main:574] : INFO : Epoch 1884 | loss: 0.0311689 | val_loss: 0.0311707 | Time: 6300.4 ms
[2022-03-26 05:10:24 main:574] : INFO : Epoch 1885 | loss: 0.0311683 | val_loss: 0.0311745 | Time: 6325.89 ms
[2022-03-26 05:10:29 main:574] : INFO : Epoch 1886 | loss: 0.0311743 | val_loss: 0.0311716 | Time: 5822.47 ms
[2022-03-26 05:10:36 main:574] : INFO : Epoch 1887 | loss: 0.0311718 | val_loss: 0.0311721 | Time: 6385.18 ms
[2022-03-26 05:10:42 main:574] : INFO : Epoch 1888 | loss: 0.0311705 | val_loss: 0.0311719 | Time: 6183.82 ms
[2022-03-26 05:10:48 main:574] : INFO : Epoch 1889 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 6073.33 ms
[2022-03-26 05:10:54 main:574] : INFO : Epoch 1890 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 6167.02 ms
[2022-03-26 05:11:01 main:574] : INFO : Epoch 1891 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 6252.11 ms
[2022-03-26 05:11:07 main:574] : INFO : Epoch 1892 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 6363.89 ms
[2022-03-26 05:11:13 main:574] : INFO : Epoch 1893 | loss: 0.0311681 | val_loss: 0.031171 | Time: 6195.1 ms
[2022-03-26 05:11:20 main:574] : INFO : Epoch 1894 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 6582.52 ms
[2022-03-26 05:11:26 main:574] : INFO : Epoch 1895 | loss: 0.0311667 | val_loss: 0.0311725 | Time: 6133.11 ms
[2022-03-26 05:11:32 main:574] : INFO : Epoch 1896 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 6589.19 ms
[2022-03-26 05:11:39 main:574] : INFO : Epoch 1897 | loss: 0.0311656 | val_loss: 0.0311735 | Time: 6126.24 ms
[2022-03-26 05:11:45 main:574] : INFO : Epoch 1898 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 6588.58 ms
[2022-03-26 05:11:51 main:574] : INFO : Epoch 1899 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 6008.61 ms
[2022-03-26 05:11:58 main:574] : INFO : Epoch 1900 | loss: 0.0311628 | val_loss: 0.0311712 | Time: 6316.35 ms
[2022-03-26 05:12:04 main:574] : INFO : Epoch 1901 | loss: 0.0311619 | val_loss: 0.0311745 | Time: 5967.28 ms
[2022-03-26 05:12:10 main:574] : INFO : Epoch 1902 | loss: 0.031162 | val_loss: 0.0311738 | Time: 6701.02 ms
[2022-03-26 05:12:16 main:574] : INFO : Epoch 1903 | loss: 0.0311615 | val_loss: 0.031175 | Time: 6109.85 ms
[2022-03-26 05:12:23 main:574] : INFO : Epoch 1904 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 6574.85 ms
[2022-03-26 05:12:29 main:574] : INFO : Epoch 1905 | loss: 0.03116 | val_loss: 0.0311724 | Time: 5839.6 ms
[2022-03-26 05:12:35 main:574] : INFO : Epoch 1906 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 6304.85 ms
[2022-03-26 05:12:41 main:574] : INFO : Epoch 1907 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 5875.98 ms
[2022-03-26 05:12:47 main:574] : INFO : Epoch 1908 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 6080.12 ms
[2022-03-26 05:12:53 main:574] : INFO : Epoch 1909 | loss: 0.031162 | val_loss: 0.0311723 | Time: 6281.28 ms
[2022-03-26 05:12:59 main:574] : INFO : Epoch 1910 | loss: 0.0311623 | val_loss: 0.0311782 | Time: 6025.77 ms
[2022-03-26 05:13:06 main:574] : INFO : Epoch 1911 | loss: 0.0311644 | val_loss: 0.0311763 | Time: 6592.9 ms
[2022-03-26 05:13:12 main:574] : INFO : Epoch 1912 | loss: 0.0311611 | val_loss: 0.0311803 | Time: 6123.71 ms
[2022-03-26 05:13:18 main:574] : INFO : Epoch 1913 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 6123.93 ms
[2022-03-26 05:13:25 main:574] : INFO : Epoch 1914 | loss: 0.0311614 | val_loss: 0.0311754 | Time: 6222.74 ms
[2022-03-26 05:13:31 main:574] : INFO : Epoch 1915 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 6368.1 ms
[2022-03-26 05:13:37 main:574] : INFO : Epoch 1916 | loss: 0.0311602 | val_loss: 0.0311719 | Time: 6097.67 ms
[2022-03-26 05:13:43 main:574] : INFO : Epoch 1917 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 6467.71 ms
[2022-03-26 05:13:50 main:574] : INFO : Epoch 1918 | loss: 0.0311596 | val_loss: 0.0311754 | Time: 6086.1 ms
[2022-03-26 05:13:56 main:574] : INFO : Epoch 1919 | loss: 0.0311604 | val_loss: 0.0311725 | Time: 6191.05 ms
[2022-03-26 05:14:02 main:574] : INFO : Epoch 1920 | loss: 0.0311627 | val_loss: 0.0311785 | Time: 5866.22 ms
[2022-03-26 05:14:08 main:574] : INFO : Epoch 1921 | loss: 0.0311838 | val_loss: 0.0311836 | Time: 6712.23 ms
[2022-03-26 05:14:14 main:574] : INFO : Epoch 1922 | loss: 0.0311875 | val_loss: 0.0311827 | Time: 5737.42 ms
[2022-03-26 05:14:20 main:574] : INFO : Epoch 1923 | loss: 0.031185 | val_loss: 0.0311776 | Time: 6337.75 ms
[2022-03-26 05:14:27 main:574] : INFO : Epoch 1924 | loss: 0.0311827 | val_loss: 0.0311765 | Time: 6574.67 ms
[2022-03-26 05:14:33 main:574] : INFO : Epoch 1925 | loss: 0.0311817 | val_loss: 0.0311802 | Time: 5931.8 ms
[2022-03-26 05:14:39 main:574] : INFO : Epoch 1926 | loss: 0.0311809 | val_loss: 0.0311764 | Time: 6106.97 ms
[2022-03-26 05:14:45 main:574] : INFO : Epoch 1927 | loss: 0.0311803 | val_loss: 0.0311751 | Time: 5863.85 ms
[2022-03-26 05:14:51 main:574] : INFO : Epoch 1928 | loss: 0.03118 | val_loss: 0.0311805 | Time: 5676.33 ms
[2022-03-26 05:14:57 main:574] : INFO : Epoch 1929 | loss: 0.031181 | val_loss: 0.0311757 | Time: 6335.76 ms
[2022-03-26 05:15:03 main:574] : INFO : Epoch 1930 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 5893.53 ms
[2022-03-26 05:15:09 main:574] : INFO : Epoch 1931 | loss: 0.0311782 | val_loss: 0.0311767 | Time: 5744.22 ms
[2022-03-26 05:15:14 main:574] : INFO : Epoch 1932 | loss: 0.031179 | val_loss: 0.0311815 | Time: 5743.47 ms
[2022-03-26 05:15:20 main:574] : INFO : Epoch 1933 | loss: 0.0311819 | val_loss: 0.0311794 | Time: 5726.71 ms
[2022-03-26 05:15:26 main:574] : INFO : Epoch 1934 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 6064.18 ms
[2022-03-26 05:15:32 main:574] : INFO : Epoch 1935 | loss: 0.0311737 | val_loss: 0.0311753 | Time: 5506.23 ms
[2022-03-26 05:15:38 main:574] : INFO : Epoch 1936 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 6358.27 ms
[2022-03-26 05:15:44 main:574] : INFO : Epoch 1937 | loss: 0.0311721 | val_loss: 0.0311747 | Time: 5853.49 ms
[2022-03-26 05:15:50 main:574] : INFO : Epoch 1938 | loss: 0.0311716 | val_loss: 0.0311746 | Time: 6336.86 ms
[2022-03-26 05:15:56 main:574] : INFO : Epoch 1939 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 5788.33 ms
[2022-03-26 05:16:02 main:574] : INFO : Epoch 1940 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 6332.34 ms
[2022-03-26 05:16:08 main:574] : INFO : Epoch 1941 | loss: 0.0311712 | val_loss: 0.0311736 | Time: 5584.55 ms
[2022-03-26 05:16:14 main:574] : INFO : Epoch 1942 | loss: 0.0311696 | val_loss: 0.0311763 | Time: 5839.86 ms
[2022-03-26 05:16:20 main:574] : INFO : Epoch 1943 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 5868.34 ms
[2022-03-26 05:16:26 main:574] : INFO : Epoch 1944 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 6345.03 ms
[2022-03-26 05:16:32 main:574] : INFO : Epoch 1945 | loss: 0.0311687 | val_loss: 0.0311766 | Time: 6044.97 ms
[2022-03-26 05:16:38 main:574] : INFO : Epoch 1946 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 6020.42 ms
[2022-03-26 05:16:45 main:574] : INFO : Epoch 1947 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 6368.24 ms
[2022-03-26 05:16:51 main:574] : INFO : Epoch 1948 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 6385.1 ms
[2022-03-26 05:16:58 main:574] : INFO : Epoch 1949 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 6503.13 ms
[2022-03-26 05:17:03 main:574] : INFO : Epoch 1950 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 5929.86 ms
[2022-03-26 05:17:09 main:574] : INFO : Epoch 1951 | loss: 0.0311699 | val_loss: 0.0311731 | Time: 5895.08 ms
[2022-03-26 05:17:16 main:574] : INFO : Epoch 1952 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 6188.7 ms
[2022-03-26 05:17:21 main:574] : INFO : Epoch 1953 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 5899.7 ms
[2022-03-26 05:17:28 main:574] : INFO : Epoch 1954 | loss: 0.0311688 | val_loss: 0.0311748 | Time: 6265.26 ms
[2022-03-26 05:17:34 main:574] : INFO : Epoch 1955 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 6037.89 ms
[2022-03-26 05:17:40 main:574] : INFO : Epoch 1956 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 5901.96 ms
[2022-03-26 05:17:46 main:574] : INFO : Epoch 1957 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 6176.45 ms
[2022-03-26 05:17:52 main:574] : INFO : Epoch 1958 | loss: 0.0311671 | val_loss: 0.0311724 | Time: 5982.75 ms
[2022-03-26 05:17:58 main:574] : INFO : Epoch 1959 | loss: 0.0311667 | val_loss: 0.0311868 | Time: 6436.98 ms
[2022-03-26 05:18:04 main:574] : INFO : Epoch 1960 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 5647.69 ms
[2022-03-26 05:18:10 main:574] : INFO : Epoch 1961 | loss: 0.0311685 | val_loss: 0.0311727 | Time: 5633.56 ms
[2022-03-26 05:18:15 main:574] : INFO : Epoch 1962 | loss: 0.0311662 | val_loss: 0.0311795 | Time: 5750.95 ms
[2022-03-26 05:18:21 main:574] : INFO : Epoch 1963 | loss: 0.0311689 | val_loss: 0.0311717 | Time: 5932.53 ms
[2022-03-26 05:18:28 main:574] : INFO : Epoch 1964 | loss: 0.0311694 | val_loss: 0.0311733 | Time: 6458.39 ms
[2022-03-26 05:18:34 main:574] : INFO : Epoch 1965 | loss: 0.0311705 | val_loss: 0.0311775 | Time: 5928.45 ms
[2022-03-26 05:18:40 main:574] : INFO : Epoch 1966 | loss: 0.0311686 | val_loss: 0.0311721 | Time: 5978.89 ms
[2022-03-26 05:18:46 main:574] : INFO : Epoch 1967 | loss: 0.0311675 | val_loss: 0.0311842 | Time: 6597.84 ms
[2022-03-26 05:18:53 main:574] : INFO : Epoch 1968 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 6949.37 ms
[2022-03-26 05:19:00 main:574] : INFO : Epoch 1969 | loss: 0.031168 | val_loss: 0.0311718 | Time: 6249.11 ms
[2022-03-26 05:19:05 main:574] : INFO : Epoch 1970 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 5652.64 ms
[2022-03-26 05:19:11 main:574] : INFO : Epoch 1971 | loss: 0.031164 | val_loss: 0.031172 | Time: 5946.6 ms
[2022-03-26 05:19:18 main:574] : INFO : Epoch 1972 | loss: 0.0311641 | val_loss: 0.0311776 | Time: 6624.35 ms
[2022-03-26 05:19:24 main:574] : INFO : Epoch 1973 | loss: 0.0311656 | val_loss: 0.0311755 | Time: 6077.89 ms
[2022-03-26 05:19:30 main:574] : INFO : Epoch 1974 | loss: 0.031165 | val_loss: 0.0311729 | Time: 6395.54 ms
[2022-03-26 05:19:36 main:574] : INFO : Epoch 1975 | loss: 0.0311629 | val_loss: 0.0311737 | Time: 5999.34 ms
[2022-03-26 05:19:43 main:574] : INFO : Epoch 1976 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 6251.61 ms
[2022-03-26 05:19:49 main:574] : INFO : Epoch 1977 | loss: 0.0311618 | val_loss: 0.0311727 | Time: 6021.42 ms
[2022-03-26 05:19:55 main:574] : INFO : Epoch 1978 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 6388.29 ms
[2022-03-26 05:20:01 main:574] : INFO : Epoch 1979 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 6317.39 ms
[2022-03-26 05:20:07 main:574] : INFO : Epoch 1980 | loss: 0.0311619 | val_loss: 0.0311726 | Time: 6010.66 ms
[2022-03-26 05:20:13 main:574] : INFO : Epoch 1981 | loss: 0.0311614 | val_loss: 0.0311815 | Time: 5957.77 ms
[2022-03-26 05:20:19 main:574] : INFO : Epoch 1982 | loss: 0.0311649 | val_loss: 0.0311793 | Time: 5987.58 ms
[2022-03-26 05:20:26 main:574] : INFO : Epoch 1983 | loss: 0.0311661 | val_loss: 0.0312045 | Time: 6610.12 ms
[2022-03-26 05:20:32 main:574] : INFO : Epoch 1984 | loss: 0.031571 | val_loss: 0.032171 | Time: 6148.43 ms
[2022-03-26 05:20:39 main:574] : INFO : Epoch 1985 | loss: 0.0353587 | val_loss: 0.0321956 | Time: 6670.85 ms
[2022-03-26 05:20:45 main:574] : INFO : Epoch 1986 | loss: 0.0319731 | val_loss: 0.031419 | Time: 6530.65 ms
[2022-03-26 05:20:52 main:574] : INFO : Epoch 1987 | loss: 0.0313957 | val_loss: 0.0313036 | Time: 6364.52 ms
[2022-03-26 05:20:58 main:574] : INFO : Epoch 1988 | loss: 0.0312662 | val_loss: 0.0312411 | Time: 6376.12 ms
[2022-03-26 05:21:04 main:574] : INFO : Epoch 1989 | loss: 0.0312328 | val_loss: 0.031222 | Time: 6298.07 ms
[2022-03-26 05:21:11 main:574] : INFO : Epoch 1990 | loss: 0.0312223 | val_loss: 0.0312238 | Time: 6785.21 ms
[2022-03-26 05:21:17 main:574] : INFO : Epoch 1991 | loss: 0.03122 | val_loss: 0.0312152 | Time: 5967.32 ms
[2022-03-26 05:21:24 main:574] : INFO : Epoch 1992 | loss: 0.0312127 | val_loss: 0.0312085 | Time: 6563.37 ms
[2022-03-26 05:21:30 main:574] : INFO : Epoch 1993 | loss: 0.0312096 | val_loss: 0.0312078 | Time: 6231.1 ms
[2022-03-26 05:21:36 main:574] : INFO : Epoch 1994 | loss: 0.0312087 | val_loss: 0.0312081 | Time: 6360.16 ms
[2022-03-26 05:21:42 main:574] : INFO : Epoch 1995 | loss: 0.0312097 | val_loss: 0.0312045 | Time: 5885.15 ms
[2022-03-26 05:21:48 main:574] : INFO : Epoch 1996 | loss: 0.0312061 | val_loss: 0.0312044 | Time: 6175.34 ms
[2022-03-26 05:21:54 main:574] : INFO : Epoch 1997 | loss: 0.0312057 | val_loss: 0.0312039 | Time: 6141.55 ms
[2022-03-26 05:22:00 main:574] : INFO : Epoch 1998 | loss: 0.0312049 | val_loss: 0.0312063 | Time: 5682.24 ms
[2022-03-26 05:22:06 main:574] : INFO : Epoch 1999 | loss: 0.0312063 | val_loss: 0.0312062 | Time: 5922.98 ms
[2022-03-26 05:22:13 main:574] : INFO : Epoch 2000 | loss: 0.0312086 | val_loss: 0.031204 | Time: 6448.63 ms
[2022-03-26 05:22:18 main:574] : INFO : Epoch 2001 | loss: 0.0312079 | val_loss: 0.0312126 | Time: 5898.59 ms
[2022-03-26 05:22:25 main:574] : INFO : Epoch 2002 | loss: 0.0312051 | val_loss: 0.0312031 | Time: 6220.56 ms
[2022-03-26 05:22:31 main:574] : INFO : Epoch 2003 | loss: 0.0312028 | val_loss: 0.031202 | Time: 6334.98 ms
[2022-03-26 05:22:38 main:574] : INFO : Epoch 2004 | loss: 0.0312021 | val_loss: 0.0312024 | Time: 6483.18 ms
[2022-03-26 05:22:43 main:574] : INFO : Epoch 2005 | loss: 0.031204 | val_loss: 0.0312024 | Time: 5908.55 ms
[2022-03-26 05:22:50 main:574] : INFO : Epoch 2006 | loss: 0.0312024 | val_loss: 0.0312021 | Time: 6517.12 ms
[2022-03-26 05:22:56 main:574] : INFO : Epoch 2007 | loss: 0.0312035 | val_loss: 0.0312044 | Time: 6184.11 ms
[2022-03-26 05:23:02 main:574] : INFO : Epoch 2008 | loss: 0.031202 | val_loss: 0.0312021 | Time: 5988.72 ms
[2022-03-26 05:23:08 main:574] : INFO : Epoch 2009 | loss: 0.0312011 | val_loss: 0.0312015 | Time: 5710.09 ms
[2022-03-26 05:23:14 main:574] : INFO : Epoch 2010 | loss: 0.0312032 | val_loss: 0.0312061 | Time: 6197.95 ms
[2022-03-26 05:23:20 main:574] : INFO : Epoch 2011 | loss: 0.0312028 | val_loss: 0.031203 | Time: 6298.64 ms
[2022-03-26 05:23:27 main:574] : INFO : Epoch 2012 | loss: 0.031202 | val_loss: 0.0312011 | Time: 6658.74 ms
[2022-03-26 05:23:33 main:574] : INFO : Epoch 2013 | loss: 0.0312005 | val_loss: 0.0312015 | Time: 5971.84 ms
[2022-03-26 05:23:39 main:574] : INFO : Epoch 2014 | loss: 0.0312019 | val_loss: 0.0312014 | Time: 6265.38 ms
[2022-03-26 05:23:46 main:574] : INFO : Epoch 2015 | loss: 0.0311996 | val_loss: 0.0312 | Time: 6582.83 ms
[2022-03-26 05:23:52 main:574] : INFO : Epoch 2016 | loss: 0.0312002 | val_loss: 0.0312005 | Time: 6354.79 ms
[2022-03-26 05:23:58 main:574] : INFO : Epoch 2017 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 6197.44 ms
[2022-03-26 05:24:04 main:574] : INFO : Epoch 2018 | loss: 0.0312004 | val_loss: 0.0312 | Time: 5967.75 ms
[2022-03-26 05:24:11 main:574] : INFO : Epoch 2019 | loss: 0.031199 | val_loss: 0.0312006 | Time: 6363.46 ms
[2022-03-26 05:24:17 main:574] : INFO : Epoch 2020 | loss: 0.0311988 | val_loss: 0.0311994 | Time: 6166.91 ms
[2022-03-26 05:24:23 main:574] : INFO : Epoch 2021 | loss: 0.0311997 | val_loss: 0.0312 | Time: 6293.62 ms
[2022-03-26 05:24:30 main:574] : INFO : Epoch 2022 | loss: 0.031199 | val_loss: 0.0311993 | Time: 6239.34 ms
[2022-03-26 05:24:36 main:574] : INFO : Epoch 2023 | loss: 0.0312028 | val_loss: 0.0312073 | Time: 6087.54 ms
[2022-03-26 05:24:41 main:574] : INFO : Epoch 2024 | loss: 0.0311999 | val_loss: 0.0312003 | Time: 5759.05 ms
[2022-03-26 05:24:48 main:574] : INFO : Epoch 2025 | loss: 0.0311982 | val_loss: 0.0312009 | Time: 6115.41 ms
[2022-03-26 05:24:54 main:574] : INFO : Epoch 2026 | loss: 0.0311983 | val_loss: 0.0311985 | Time: 6419.91 ms
[2022-03-26 05:25:00 main:574] : INFO : Epoch 2027 | loss: 0.0311984 | val_loss: 0.0311999 | Time: 6209.39 ms
[2022-03-26 05:25:07 main:574] : INFO : Epoch 2028 | loss: 0.031199 | val_loss: 0.0311994 | Time: 6310.15 ms
[2022-03-26 05:25:12 main:574] : INFO : Epoch 2029 | loss: 0.0311996 | val_loss: 0.0311989 | Time: 5961.33 ms
[2022-03-26 05:25:19 main:574] : INFO : Epoch 2030 | loss: 0.031198 | val_loss: 0.0311993 | Time: 6625.58 ms
[2022-03-26 05:25:25 main:574] : INFO : Epoch 2031 | loss: 0.0311983 | val_loss: 0.0311985 | Time: 5956.97 ms
[2022-03-26 05:25:31 main:574] : INFO : Epoch 2032 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 6166.52 ms
[2022-03-26 05:25:38 main:574] : INFO : Epoch 2033 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 6554.25 ms
[2022-03-26 05:25:44 main:574] : INFO : Epoch 2034 | loss: 0.0311968 | val_loss: 0.0311975 | Time: 6475.38 ms
[2022-03-26 05:25:50 main:574] : INFO : Epoch 2035 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 5679.2 ms
[2022-03-26 05:25:56 main:574] : INFO : Epoch 2036 | loss: 0.0311966 | val_loss: 0.0311977 | Time: 5994.78 ms
[2022-03-26 05:26:03 main:574] : INFO : Epoch 2037 | loss: 0.0311964 | val_loss: 0.0311979 | Time: 6721.08 ms
[2022-03-26 05:26:09 main:574] : INFO : Epoch 2038 | loss: 0.0311969 | val_loss: 0.0311988 | Time: 6800.23 ms
[2022-03-26 05:26:16 main:574] : INFO : Epoch 2039 | loss: 0.0311967 | val_loss: 0.0311979 | Time: 6584.49 ms
[2022-03-26 05:26:22 main:574] : INFO : Epoch 2040 | loss: 0.0311966 | val_loss: 0.0311983 | Time: 6147.76 ms
[2022-03-26 05:26:29 main:574] : INFO : Epoch 2041 | loss: 0.0311967 | val_loss: 0.0311978 | Time: 6301.73 ms
[2022-03-26 05:26:35 main:574] : INFO : Epoch 2042 | loss: 0.0311958 | val_loss: 0.0311969 | Time: 6092.37 ms
[2022-03-26 05:26:41 main:574] : INFO : Epoch 2043 | loss: 0.0311956 | val_loss: 0.0311979 | Time: 6043.19 ms
[2022-03-26 05:26:47 main:574] : INFO : Epoch 2044 | loss: 0.031196 | val_loss: 0.0311967 | Time: 6499.45 ms
[2022-03-26 05:26:54 main:574] : INFO : Epoch 2045 | loss: 0.0311952 | val_loss: 0.0311971 | Time: 6372.26 ms
[2022-03-26 05:27:00 main:574] : INFO : Epoch 2046 | loss: 0.0311971 | val_loss: 0.0311967 | Time: 6361.59 ms
[2022-03-26 05:27:06 main:574] : INFO : Epoch 2047 | loss: 0.031196 | val_loss: 0.0311967 | Time: 6329.18 ms
[2022-03-26 05:27:13 main:574] : INFO : Epoch 2048 | loss: 0.0311964 | val_loss: 0.031202 | Time: 6290.71 ms
[2022-03-26 05:27:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031202
[2022-03-26 05:27:13 main:603] : INFO : Saving end state to config to file
[2022-03-26 05:27:13 main:608] : INFO : Success, exiting..
05:27:13 (10916): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)