Task 14550386
| Name | ParityModified-1647048708-26690-3-0_0 |
| Workunit | 11575515 |
| Created | 8 Apr 2022, 13:33:13 UTC |
| Sent | 10 Apr 2022, 16:39:39 UTC |
| Report deadline | 18 Apr 2022, 16:39:39 UTC |
| Received | 11 Apr 2022, 18:44:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17108 |
| Run time | 3 hours 9 min 54 sec |
| CPU time | 3 hours 0 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 21:39:09 main:574] : INFO : Epoch 1692 | loss: 0.0311702 | val_loss: 0.0311649 | Time: 5290.85 ms [2022-04-10 21:39:14 main:574] : INFO : Epoch 1693 | loss: 0.0311739 | val_loss: 0.0311672 | Time: 5252.23 ms [2022-04-10 21:39:20 main:574] : INFO : Epoch 1694 | loss: 0.031171 | val_loss: 0.0311664 | Time: 5275.06 ms [2022-04-10 21:39:25 main:574] : INFO : Epoch 1695 | loss: 0.0311686 | val_loss: 0.0311671 | Time: 5307.47 ms [2022-04-10 21:39:30 main:574] : INFO : Epoch 1696 | loss: 0.0311697 | val_loss: 0.0311696 | Time: 5258.66 ms [2022-04-10 21:39:36 main:574] : INFO : Epoch 1697 | loss: 0.0311709 | val_loss: 0.0311661 | Time: 5356.88 ms [2022-04-10 21:39:42 main:574] : INFO : Epoch 1698 | loss: 0.0311688 | val_loss: 0.0311665 | Time: 5406.69 ms [2022-04-10 21:39:47 main:574] : INFO : Epoch 1699 | loss: 0.0311677 | val_loss: 0.0311658 | Time: 5343.13 ms [2022-04-10 21:39:53 main:574] : INFO : Epoch 1700 | loss: 0.0311676 | val_loss: 0.0311663 | Time: 5297.03 ms [2022-04-10 21:39:59 main:574] : INFO : Epoch 1701 | loss: 0.0311672 | val_loss: 0.0311664 | Time: 5310.71 ms [2022-04-10 21:40:04 main:574] : INFO : Epoch 1702 | loss: 0.0311676 | val_loss: 0.0311677 | Time: 5305.1 ms [2022-04-10 21:40:10 main:574] : INFO : Epoch 1703 | loss: 0.0311695 | val_loss: 0.0311659 | Time: 5275.8 ms [2022-04-10 21:40:15 main:574] : INFO : Epoch 1704 | loss: 0.0311684 | val_loss: 0.0311658 | Time: 5219.08 ms [2022-04-10 21:40:20 main:574] : INFO : Epoch 1705 | loss: 0.031167 | val_loss: 0.031166 | Time: 5287.98 ms [2022-04-10 21:40:25 main:574] : INFO : Epoch 1706 | loss: 0.0311679 | val_loss: 0.0311686 | Time: 5273.59 ms [2022-04-10 21:40:31 main:574] : INFO : Epoch 1707 | loss: 0.031168 | val_loss: 0.0311682 | Time: 5271.72 ms [2022-04-10 21:40:36 main:574] : INFO : Epoch 1708 | loss: 0.0311687 | val_loss: 0.0311661 | Time: 5265.57 ms [2022-04-10 21:40:42 main:574] : INFO : Epoch 1709 | loss: 0.0311665 | val_loss: 0.0311652 | Time: 5329.86 ms [2022-04-10 21:40:48 main:574] : INFO : Epoch 1710 | loss: 0.0311655 | val_loss: 0.0311667 | Time: 5372.21 ms [2022-04-10 21:40:53 main:574] : INFO : Epoch 1711 | loss: 0.0311655 | val_loss: 0.0311653 | Time: 5315.03 ms [2022-04-10 21:40:59 main:574] : INFO : Epoch 1712 | loss: 0.0311655 | val_loss: 0.0311663 | Time: 5235.31 ms [2022-04-10 21:41:05 main:574] : INFO : Epoch 1713 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 5310.04 ms [2022-04-10 21:41:11 main:574] : INFO : Epoch 1714 | loss: 0.0311655 | val_loss: 0.0311661 | Time: 5258.84 ms [2022-04-10 21:41:17 main:574] : INFO : Epoch 1715 | loss: 0.0311647 | val_loss: 0.031167 | Time: 5337.85 ms [2022-04-10 21:41:23 main:574] : INFO : Epoch 1716 | loss: 0.0311647 | val_loss: 0.0311695 | Time: 5310.54 ms [2022-04-10 21:41:29 main:574] : INFO : Epoch 1717 | loss: 0.0311654 | val_loss: 0.0311675 | Time: 5312.39 ms [2022-04-10 21:41:35 main:574] : INFO : Epoch 1718 | loss: 0.0311656 | val_loss: 0.0311701 | Time: 5240.24 ms [2022-04-10 21:41:40 main:574] : INFO : Epoch 1719 | loss: 0.0311657 | val_loss: 0.0311661 | Time: 5305.9 ms [2022-04-10 21:41:46 main:574] : INFO : Epoch 1720 | loss: 0.0311646 | val_loss: 0.0311657 | Time: 5432.64 ms [2022-04-10 21:41:51 main:574] : INFO : Epoch 1721 | loss: 0.0311679 | val_loss: 0.0311678 | Time: 5304.24 ms [2022-04-10 21:41:56 main:574] : INFO : Epoch 1722 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 5375.68 ms [2022-04-10 21:42:02 main:574] : INFO : Epoch 1723 | loss: 0.0311669 | val_loss: 0.0311682 | Time: 5334.37 ms [2022-04-10 21:42:07 main:574] : INFO : Epoch 1724 | loss: 0.031169 | val_loss: 0.0311665 | Time: 5331.26 ms [2022-04-10 21:42:13 main:574] : INFO : Epoch 1725 | loss: 0.0311667 | val_loss: 0.0311679 | Time: 5287.94 ms [2022-04-10 21:42:18 main:574] : INFO : Epoch 1726 | loss: 0.0311665 | val_loss: 0.0311737 | Time: 5298.92 ms [2022-04-10 21:42:23 main:574] : INFO : Epoch 1727 | loss: 0.0311673 | val_loss: 0.0311655 | Time: 5268.73 ms [2022-04-10 21:42:30 main:574] : INFO : Epoch 1728 | loss: 0.0311645 | val_loss: 0.0311655 | Time: 5383.04 ms [2022-04-10 21:42:35 main:574] : INFO : Epoch 1729 | loss: 0.0311641 | val_loss: 0.0311662 | Time: 5332.53 ms [2022-04-10 21:42:41 main:574] : INFO : Epoch 1730 | loss: 0.0311643 | val_loss: 0.0311673 | Time: 5320.71 ms [2022-04-10 21:42:46 main:574] : INFO : Epoch 1731 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 5340.09 ms [2022-04-10 21:42:53 main:574] : INFO : Epoch 1732 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 5377.17 ms [2022-04-10 21:42:59 main:574] : INFO : Epoch 1733 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 5218.86 ms [2022-04-10 21:43:05 main:574] : INFO : Epoch 1734 | loss: 0.0311654 | val_loss: 0.031167 | Time: 5313.69 ms [2022-04-10 21:43:10 main:574] : INFO : Epoch 1735 | loss: 0.031164 | val_loss: 0.0311667 | Time: 5330.45 ms [2022-04-10 21:43:15 main:574] : INFO : Epoch 1736 | loss: 0.0311646 | val_loss: 0.0311676 | Time: 5264.47 ms [2022-04-10 21:43:21 main:574] : INFO : Epoch 1737 | loss: 0.0311626 | val_loss: 0.0311659 | Time: 5355.7 ms [2022-04-10 21:43:26 main:574] : INFO : Epoch 1738 | loss: 0.0311643 | val_loss: 0.0311686 | Time: 5247.8 ms [2022-04-10 21:43:32 main:574] : INFO : Epoch 1739 | loss: 0.031167 | val_loss: 0.0311763 | Time: 5364.59 ms [2022-04-10 21:43:37 main:574] : INFO : Epoch 1740 | loss: 0.0311659 | val_loss: 0.0311685 | Time: 5335.49 ms [2022-04-10 21:43:42 main:574] : INFO : Epoch 1741 | loss: 0.0311628 | val_loss: 0.0311667 | Time: 5289.91 ms [2022-04-10 21:43:48 main:574] : INFO : Epoch 1742 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 5290.4 ms [2022-04-10 21:43:54 main:574] : INFO : Epoch 1743 | loss: 0.0311609 | val_loss: 0.0311678 | Time: 5332.13 ms [2022-04-10 21:44:00 main:574] : INFO : Epoch 1744 | loss: 0.031163 | val_loss: 0.0311681 | Time: 5303.62 ms [2022-04-10 21:44:05 main:574] : INFO : Epoch 1745 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 5317.98 ms [2022-04-10 21:44:12 main:574] : INFO : Epoch 1746 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 5261.27 ms [2022-04-10 21:44:17 main:574] : INFO : Epoch 1747 | loss: 0.0311702 | val_loss: 0.0311691 | Time: 5386.83 ms [2022-04-10 21:44:23 main:574] : INFO : Epoch 1748 | loss: 0.0311678 | val_loss: 0.0311678 | Time: 5248.46 ms [2022-04-10 21:44:28 main:574] : INFO : Epoch 1749 | loss: 0.031165 | val_loss: 0.0311673 | Time: 5341.16 ms [2022-04-10 21:44:33 main:574] : INFO : Epoch 1750 | loss: 0.0311639 | val_loss: 0.0311673 | Time: 5269.21 ms [2022-04-10 21:44:39 main:574] : INFO : Epoch 1751 | loss: 0.031163 | val_loss: 0.0311684 | Time: 5279.8 ms [2022-04-10 21:44:44 main:574] : INFO : Epoch 1752 | loss: 0.0311632 | val_loss: 0.031168 | Time: 5275.19 ms [2022-04-10 21:44:49 main:574] : INFO : Epoch 1753 | loss: 0.0311623 | val_loss: 0.0311688 | Time: 5328.67 ms [2022-04-10 21:44:56 main:574] : INFO : Epoch 1754 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 5289.23 ms [2022-04-10 21:45:01 main:574] : INFO : Epoch 1755 | loss: 0.0311665 | val_loss: 0.0311681 | Time: 5305.59 ms [2022-04-10 21:45:07 main:574] : INFO : Epoch 1756 | loss: 0.0311626 | val_loss: 0.0311674 | Time: 5357.85 ms [2022-04-10 21:45:13 main:574] : INFO : Epoch 1757 | loss: 0.0311628 | val_loss: 0.0311661 | Time: 5433.87 ms [2022-04-10 21:45:18 main:574] : INFO : Epoch 1758 | loss: 0.0311649 | val_loss: 0.0311669 | Time: 5335.44 ms [2022-04-10 21:45:24 main:574] : INFO : Epoch 1759 | loss: 0.0311638 | val_loss: 0.0311664 | Time: 5258.11 ms [2022-04-10 21:45:29 main:574] : INFO : Epoch 1760 | loss: 0.0311639 | val_loss: 0.0311683 | Time: 5320.13 ms [2022-04-10 21:45:35 main:574] : INFO : Epoch 1761 | loss: 0.0311631 | val_loss: 0.0311672 | Time: 5267.48 ms [2022-04-10 21:45:41 main:574] : INFO : Epoch 1762 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 5299.23 ms [2022-04-10 21:45:46 main:574] : INFO : Epoch 1763 | loss: 0.0311633 | val_loss: 0.0311686 | Time: 5364.5 ms [2022-04-10 21:45:52 main:574] : INFO : Epoch 1764 | loss: 0.0311617 | val_loss: 0.0311687 | Time: 5223.75 ms [2022-04-10 21:45:57 main:574] : INFO : Epoch 1765 | loss: 0.0311621 | val_loss: 0.0311659 | Time: 5259.47 ms [2022-04-10 21:46:03 main:574] : INFO : Epoch 1766 | loss: 0.0311615 | val_loss: 0.031167 | Time: 5317.55 ms [2022-04-10 21:46:08 main:574] : INFO : Epoch 1767 | loss: 0.0311634 | val_loss: 0.0311665 | Time: 5265.5 ms [2022-04-10 21:46:14 main:574] : INFO : Epoch 1768 | loss: 0.0311632 | val_loss: 0.0311706 | Time: 5220.66 ms [2022-04-10 21:46:19 main:574] : INFO : Epoch 1769 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 5357.77 ms [2022-04-10 21:46:24 main:574] : INFO : Epoch 1770 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 5245.27 ms [2022-04-10 21:46:30 main:574] : INFO : Epoch 1771 | loss: 0.0311627 | val_loss: 0.0311683 | Time: 5395.07 ms [2022-04-10 21:46:36 main:574] : INFO : Epoch 1772 | loss: 0.0311645 | val_loss: 0.0311728 | Time: 5234.14 ms [2022-04-10 21:46:41 main:574] : INFO : Epoch 1773 | loss: 0.0311646 | val_loss: 0.0311668 | Time: 5260.97 ms [2022-04-10 21:46:48 main:574] : INFO : Epoch 1774 | loss: 0.0311627 | val_loss: 0.0311673 | Time: 5461.52 ms [2022-04-10 21:46:54 main:574] : INFO : Epoch 1775 | loss: 0.031163 | val_loss: 0.0311673 | Time: 5319.11 ms [2022-04-10 21:46:59 main:574] : INFO : Epoch 1776 | loss: 0.0311636 | val_loss: 0.0311743 | Time: 5309.89 ms [2022-04-10 21:47:05 main:574] : INFO : Epoch 1777 | loss: 0.031163 | val_loss: 0.0311668 | Time: 5263.55 ms [2022-04-10 21:47:10 main:574] : INFO : Epoch 1778 | loss: 0.0311605 | val_loss: 0.0311685 | Time: 5344.46 ms [2022-04-10 21:47:16 main:574] : INFO : Epoch 1779 | loss: 0.0311605 | val_loss: 0.0311664 | Time: 5243.78 ms [2022-04-10 21:47:21 main:574] : INFO : Epoch 1780 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 5260.81 ms [2022-04-10 21:47:26 main:574] : INFO : Epoch 1781 | loss: 0.0311629 | val_loss: 0.0311695 | Time: 5313.81 ms [2022-04-10 21:47:32 main:574] : INFO : Epoch 1782 | loss: 0.0311617 | val_loss: 0.0311677 | Time: 5289.54 ms [2022-04-10 21:47:37 main:574] : INFO : Epoch 1783 | loss: 0.0311592 | val_loss: 0.0311652 | Time: 5320.4 ms [2022-04-10 21:47:42 main:574] : INFO : Epoch 1784 | loss: 0.03116 | val_loss: 0.0311664 | Time: 5372.49 ms [2022-04-10 21:47:48 main:574] : INFO : Epoch 1785 | loss: 0.031161 | val_loss: 0.0311684 | Time: 5252.07 ms [2022-04-10 21:47:53 main:574] : INFO : Epoch 1786 | loss: 0.0311613 | val_loss: 0.0311735 | Time: 5331.62 ms [2022-04-10 21:47:59 main:574] : INFO : Epoch 1787 | loss: 0.0311663 | val_loss: 0.031166 | Time: 5337.4 ms [2022-04-10 21:48:04 main:574] : INFO : Epoch 1788 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 5301.39 ms [2022-04-10 21:48:10 main:574] : INFO : Epoch 1789 | loss: 0.031168 | val_loss: 0.0311686 | Time: 5246.6 ms [2022-04-10 21:48:16 main:574] : INFO : Epoch 1790 | loss: 0.0311636 | val_loss: 0.031167 | Time: 5270.3 ms [2022-04-10 21:48:22 main:574] : INFO : Epoch 1791 | loss: 0.0311602 | val_loss: 0.0311643 | Time: 5316.49 ms [2022-04-10 21:48:28 main:574] : INFO : Epoch 1792 | loss: 0.0311613 | val_loss: 0.0311793 | Time: 5374.77 ms [2022-04-10 21:48:33 main:574] : INFO : Epoch 1793 | loss: 0.0311608 | val_loss: 0.0311658 | Time: 5265.45 ms [2022-04-10 21:48:39 main:574] : INFO : Epoch 1794 | loss: 0.0311588 | val_loss: 0.0311717 | Time: 5337.96 ms [2022-04-10 21:48:45 main:574] : INFO : Epoch 1795 | loss: 0.0311623 | val_loss: 0.0311652 | Time: 5273.27 ms [2022-04-10 21:48:50 main:574] : INFO : Epoch 1796 | loss: 0.0311583 | val_loss: 0.0311641 | Time: 5275.15 ms [2022-04-10 21:48:56 main:574] : INFO : Epoch 1797 | loss: 0.0311597 | val_loss: 0.0311648 | Time: 5343.11 ms [2022-04-10 21:49:01 main:574] : INFO : Epoch 1798 | loss: 0.0311602 | val_loss: 0.0311674 | Time: 5291.7 ms [2022-04-10 21:49:07 main:574] : INFO : Epoch 1799 | loss: 0.0311608 | val_loss: 0.031167 | Time: 5330.29 ms [2022-04-10 21:49:13 main:574] : INFO : Epoch 1800 | loss: 0.0311576 | val_loss: 0.0311644 | Time: 5275.21 ms [2022-04-10 21:49:18 main:574] : INFO : Epoch 1801 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 5272.44 ms [2022-04-10 21:49:24 main:574] : INFO : Epoch 1802 | loss: 0.0311587 | val_loss: 0.031172 | Time: 5332.2 ms [2022-04-10 21:49:30 main:574] : INFO : Epoch 1803 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 5267.68 ms [2022-04-10 21:49:36 main:574] : INFO : Epoch 1804 | loss: 0.0311615 | val_loss: 0.0311653 | Time: 5306.44 ms [2022-04-10 21:49:41 main:574] : INFO : Epoch 1805 | loss: 0.0311596 | val_loss: 0.0311668 | Time: 5257 ms [2022-04-10 21:49:46 main:574] : INFO : Epoch 1806 | loss: 0.0311583 | val_loss: 0.031169 | Time: 5278.76 ms [2022-04-10 21:49:52 main:574] : INFO : Epoch 1807 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 5436.59 ms [2022-04-10 21:49:57 main:574] : INFO : Epoch 1808 | loss: 0.0311572 | val_loss: 0.0311735 | Time: 5300.33 ms [2022-04-10 21:50:03 main:574] : INFO : Epoch 1809 | loss: 0.0311583 | val_loss: 0.0311666 | Time: 5334.42 ms [2022-04-10 21:50:08 main:574] : INFO : Epoch 1810 | loss: 0.0311564 | val_loss: 0.0311684 | Time: 5278.65 ms [2022-04-10 21:50:13 main:574] : INFO : Epoch 1811 | loss: 0.0311568 | val_loss: 0.0311697 | Time: 5246.27 ms [2022-04-10 21:50:19 main:574] : INFO : Epoch 1812 | loss: 0.0311561 | val_loss: 0.0311675 | Time: 5317.73 ms [2022-04-10 21:50:24 main:574] : INFO : Epoch 1813 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 5365.2 ms [2022-04-10 21:50:29 main:574] : INFO : Epoch 1814 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 5276.66 ms [2022-04-10 21:50:35 main:574] : INFO : Epoch 1815 | loss: 0.0311571 | val_loss: 0.0311673 | Time: 5248.11 ms [2022-04-10 21:50:40 main:574] : INFO : Epoch 1816 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 5320.24 ms [2022-04-10 21:50:45 main:574] : INFO : Epoch 1817 | loss: 0.0311595 | val_loss: 0.0311659 | Time: 5255.18 ms [2022-04-10 21:50:51 main:574] : INFO : Epoch 1818 | loss: 0.0311605 | val_loss: 0.031167 | Time: 5250.17 ms [2022-04-10 21:50:56 main:574] : INFO : Epoch 1819 | loss: 0.0311636 | val_loss: 0.0311702 | Time: 5349.43 ms [2022-04-10 21:51:01 main:574] : INFO : Epoch 1820 | loss: 0.0311621 | val_loss: 0.0311656 | Time: 5299.6 ms [2022-04-10 21:51:08 main:574] : INFO : Epoch 1821 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 5338.84 ms [2022-04-10 21:51:13 main:574] : INFO : Epoch 1822 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 5301.29 ms [2022-04-10 21:51:19 main:574] : INFO : Epoch 1823 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 5379.35 ms [2022-04-10 21:51:25 main:574] : INFO : Epoch 1824 | loss: 0.0311588 | val_loss: 0.0311664 | Time: 5286.85 ms [2022-04-10 21:51:31 main:574] : INFO : Epoch 1825 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 5347.43 ms [2022-04-10 21:51:36 main:574] : INFO : Epoch 1826 | loss: 0.03116 | val_loss: 0.0311683 | Time: 5367.34 ms [2022-04-10 21:51:42 main:574] : INFO : Epoch 1827 | loss: 0.0311618 | val_loss: 0.0311678 | Time: 5274.28 ms [2022-04-10 21:51:48 main:574] : INFO : Epoch 1828 | loss: 0.031159 | val_loss: 0.0311659 | Time: 5328.18 ms [2022-04-10 21:51:54 main:574] : INFO : Epoch 1829 | loss: 0.0311604 | val_loss: 0.0311671 | Time: 5317.48 ms [2022-04-10 21:52:00 main:574] : INFO : Epoch 1830 | loss: 0.0311604 | val_loss: 0.0311671 | Time: 5331.92 ms [2022-04-10 21:52:05 main:574] : INFO : Epoch 1831 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 5222.67 ms [2022-04-10 21:52:10 main:574] : INFO : Epoch 1832 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 5241.37 ms [2022-04-10 21:52:16 main:574] : INFO : Epoch 1833 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 5332.29 ms [2022-04-10 21:52:21 main:574] : INFO : Epoch 1834 | loss: 0.0311584 | val_loss: 0.0311664 | Time: 5236.87 ms [2022-04-10 21:52:26 main:574] : INFO : Epoch 1835 | loss: 0.031158 | val_loss: 0.0311689 | Time: 5215.08 ms [2022-04-10 21:52:31 main:574] : INFO : Epoch 1836 | loss: 0.0311577 | val_loss: 0.0311668 | Time: 5285.17 ms [2022-04-10 21:52:37 main:574] : INFO : Epoch 1837 | loss: 0.0311582 | val_loss: 0.0311668 | Time: 5278.58 ms [2022-04-10 21:52:43 main:574] : INFO : Epoch 1838 | loss: 0.0311573 | val_loss: 0.0311666 | Time: 5250.09 ms [2022-04-10 21:52:49 main:574] : INFO : Epoch 1839 | loss: 0.0311572 | val_loss: 0.0311683 | Time: 5418.16 ms [2022-04-10 21:52:54 main:574] : INFO : Epoch 1840 | loss: 0.0311566 | val_loss: 0.0311681 | Time: 5414.13 ms [2022-04-10 21:53:00 main:574] : INFO : Epoch 1841 | loss: 0.0311579 | val_loss: 0.0311703 | Time: 5359.99 ms [2022-04-10 21:53:05 main:574] : INFO : Epoch 1842 | loss: 0.0311629 | val_loss: 0.0311683 | Time: 5225.45 ms [2022-04-10 21:53:11 main:574] : INFO : Epoch 1843 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 5296.18 ms [2022-04-10 21:53:16 main:574] : INFO : Epoch 1844 | loss: 0.0311567 | val_loss: 0.031168 | Time: 5332.41 ms [2022-04-10 21:53:21 main:574] : INFO : Epoch 1845 | loss: 0.0311556 | val_loss: 0.0311678 | Time: 5277.99 ms [2022-04-10 21:53:27 main:574] : INFO : Epoch 1846 | loss: 0.0311556 | val_loss: 0.0311668 | Time: 5260.47 ms [2022-04-10 21:53:32 main:574] : INFO : Epoch 1847 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 5292.93 ms [2022-04-10 21:53:37 main:574] : INFO : Epoch 1848 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 5282.41 ms [2022-04-10 21:53:43 main:574] : INFO : Epoch 1849 | loss: 0.0311556 | val_loss: 0.031169 | Time: 5239.42 ms [2022-04-10 21:53:48 main:574] : INFO : Epoch 1850 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 5318.76 ms [2022-04-10 21:53:53 main:574] : INFO : Epoch 1851 | loss: 0.0311576 | val_loss: 0.0311697 | Time: 5428.89 ms [2022-04-10 21:53:59 main:574] : INFO : Epoch 1852 | loss: 0.031158 | val_loss: 0.0311657 | Time: 5248.49 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-04-10 23:13:22 main:435] : INFO : Set logging level to 1 [2022-04-10 23:13:22 main:441] : INFO : Running in BOINC Client mode [2022-04-10 23:13:22 main:444] : INFO : Resolving all filenames [2022-04-10 23:13:22 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-10 23:13:22 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-10 23:13:22 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-10 23:13:22 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-10 23:13:22 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-10 23:13:22 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-10 23:13:22 main:474] : INFO : Configuration: [2022-04-10 23:13:22 main:475] : INFO : Model type: GRU [2022-04-10 23:13:22 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-10 23:13:22 main:477] : INFO : Max Epochs: 2048 [2022-04-10 23:13:23 main:478] : INFO : Batch Size: 128 [2022-04-10 23:13:23 main:479] : INFO : Learning Rate: 0.01 [2022-04-10 23:13:23 main:480] : INFO : Patience: 10 [2022-04-10 23:13:23 main:481] : INFO : Hidden Width: 12 [2022-04-10 23:13:23 main:482] : INFO : # Recurrent Layers: 4 [2022-04-10 23:13:23 main:483] : INFO : # Backend Layers: 4 [2022-04-10 23:13:23 main:484] : INFO : # Threads: 1 [2022-04-10 23:13:23 main:486] : INFO : Preparing Dataset [2022-04-10 23:13:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-10 23:13:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-10 23:13:24 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-10 23:13:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-10 23:13:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-10 23:13:25 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-10 23:13:25 main:494] : INFO : Creating Model [2022-04-10 23:13:25 main:507] : INFO : Preparing config file [2022-04-10 23:13:25 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-10 23:13:25 main:512] : INFO : Loading config [2022-04-10 23:13:25 main:514] : INFO : Loading state [2022-04-10 23:13:26 main:559] : INFO : Loading DataLoader into Memory [2022-04-10 23:13:26 main:562] : INFO : Starting Training [2022-04-10 23:13:31 main:574] : INFO : Epoch 1819 | loss: 0.0312166 | val_loss: 0.0311768 | Time: 5775.64 ms [2022-04-10 23:13:37 main:574] : INFO : Epoch 1820 | loss: 0.0311672 | val_loss: 0.0311673 | Time: 5509.05 ms [2022-04-10 23:13:43 main:574] : INFO : Epoch 1821 | loss: 0.0311621 | val_loss: 0.0311676 | Time: 5544.44 ms [2022-04-10 23:13:48 main:574] : INFO : Epoch 1822 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 5440.63 ms [2022-04-10 23:13:54 main:574] : INFO : Epoch 1823 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 5474.4 ms [2022-04-10 23:14:00 main:574] : INFO : Epoch 1824 | loss: 0.0311621 | val_loss: 0.0311724 | Time: 5540.95 ms [2022-04-10 23:14:06 main:574] : INFO : Epoch 1825 | loss: 0.0311617 | val_loss: 0.03117 | Time: 5401.86 ms [2022-04-10 23:14:13 main:574] : INFO : Epoch 1826 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 5455.31 ms [2022-04-10 23:14:18 main:574] : INFO : Epoch 1827 | loss: 0.0311581 | val_loss: 0.0311672 | Time: 5587.35 ms [2022-04-10 23:14:24 main:574] : INFO : Epoch 1828 | loss: 0.0311577 | val_loss: 0.0311679 | Time: 5494.3 ms [2022-04-10 23:14:30 main:574] : INFO : Epoch 1829 | loss: 0.0311574 | val_loss: 0.0311669 | Time: 5495.82 ms [2022-04-10 23:14:37 main:574] : INFO : Epoch 1830 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 5451.57 ms [2022-04-10 23:14:43 main:574] : INFO : Epoch 1831 | loss: 0.0311583 | val_loss: 0.0311681 | Time: 5447.69 ms [2022-04-10 23:14:48 main:574] : INFO : Epoch 1832 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 5454.67 ms [2022-04-10 23:14:55 main:574] : INFO : Epoch 1833 | loss: 0.0311635 | val_loss: 0.0311678 | Time: 5378.76 ms [2022-04-10 23:15:00 main:574] : INFO : Epoch 1834 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 5425.61 ms [2022-04-10 23:15:08 main:574] : INFO : Epoch 1835 | loss: 0.0311653 | val_loss: 0.0311782 | Time: 5524.29 ms [2022-04-10 23:15:14 main:574] : INFO : Epoch 1836 | loss: 0.0311661 | val_loss: 0.0311697 | Time: 5457.36 ms [2022-04-10 23:15:20 main:574] : INFO : Epoch 1837 | loss: 0.0311631 | val_loss: 0.031171 | Time: 5520.19 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-04-10 23:21:02 main:435] : INFO : Set logging level to 1 [2022-04-10 23:21:02 main:441] : INFO : Running in BOINC Client mode [2022-04-10 23:21:02 main:444] : INFO : Resolving all filenames [2022-04-10 23:21:02 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-10 23:21:02 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-10 23:21:02 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-10 23:21:02 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-10 23:21:02 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-10 23:21:02 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-10 23:21:02 main:474] : INFO : Configuration: [2022-04-10 23:21:02 main:475] : INFO : Model type: GRU [2022-04-10 23:21:02 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-10 23:21:02 main:477] : INFO : Max Epochs: 2048 [2022-04-10 23:21:02 main:478] : INFO : Batch Size: 128 [2022-04-10 23:21:02 main:479] : INFO : Learning Rate: 0.01 [2022-04-10 23:21:02 main:480] : INFO : Patience: 10 [2022-04-10 23:21:02 main:481] : INFO : Hidden Width: 12 [2022-04-10 23:21:02 main:482] : INFO : # Recurrent Layers: 4 [2022-04-10 23:21:02 main:483] : INFO : # Backend Layers: 4 [2022-04-10 23:21:02 main:484] : INFO : # Threads: 1 [2022-04-10 23:21:02 main:486] : INFO : Preparing Dataset [2022-04-10 23:21:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-10 23:21:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-10 23:21:04 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-10 23:21:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-10 23:21:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-10 23:21:04 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-10 23:21:04 main:494] : INFO : Creating Model [2022-04-10 23:21:04 main:507] : INFO : Preparing config file [2022-04-10 23:21:04 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-10 23:21:04 main:512] : INFO : Loading config [2022-04-10 23:21:04 main:514] : INFO : Loading state [2022-04-10 23:21:05 main:559] : INFO : Loading DataLoader into Memory [2022-04-10 23:21:05 main:562] : INFO : Starting Training [2022-04-10 23:21:11 main:574] : INFO : Epoch 1819 | loss: 0.0312 | val_loss: 0.031171 | Time: 5783.43 ms [2022-04-10 23:21:16 main:574] : INFO : Epoch 1820 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 5479.99 ms [2022-04-10 23:21:22 main:574] : INFO : Epoch 1821 | loss: 0.031163 | val_loss: 0.0311665 | Time: 5521.17 ms [2022-04-10 23:21:27 main:574] : INFO : Epoch 1822 | loss: 0.0311623 | val_loss: 0.0311672 | Time: 5465.28 ms [2022-04-10 23:21:33 main:574] : INFO : Epoch 1823 | loss: 0.0311609 | val_loss: 0.031165 | Time: 5494.78 ms [2022-04-10 23:21:39 main:574] : INFO : Epoch 1824 | loss: 0.0311603 | val_loss: 0.0311657 | Time: 5524.91 ms [2022-04-10 23:21:45 main:574] : INFO : Epoch 1825 | loss: 0.0311598 | val_loss: 0.0311657 | Time: 5470.51 ms [2022-04-10 23:21:51 main:574] : INFO : Epoch 1826 | loss: 0.031159 | val_loss: 0.0311682 | Time: 5478.82 ms [2022-04-10 23:21:56 main:574] : INFO : Epoch 1827 | loss: 0.0311604 | val_loss: 0.0311648 | Time: 5392.95 ms [2022-04-10 23:22:03 main:574] : INFO : Epoch 1828 | loss: 0.031159 | val_loss: 0.0311664 | Time: 5516.65 ms [2022-04-10 23:22:08 main:574] : INFO : Epoch 1829 | loss: 0.0311584 | val_loss: 0.0311663 | Time: 5425.69 ms [2022-04-10 23:22:13 main:574] : INFO : Epoch 1830 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 5371.08 ms [2022-04-10 23:22:19 main:574] : INFO : Epoch 1831 | loss: 0.0311589 | val_loss: 0.0311669 | Time: 5503.57 ms [2022-04-10 23:22:25 main:574] : INFO : Epoch 1832 | loss: 0.0311593 | val_loss: 0.0311705 | Time: 5434.73 ms [2022-04-10 23:22:30 main:574] : INFO : Epoch 1833 | loss: 0.0311632 | val_loss: 0.0311866 | Time: 5429.39 ms [2022-04-10 23:22:36 main:574] : INFO : Epoch 1834 | loss: 0.0311636 | val_loss: 0.0311719 | Time: 5414.31 ms [2022-04-10 23:22:41 main:574] : INFO : Epoch 1835 | loss: 0.0311588 | val_loss: 0.031175 | Time: 5374.14 ms [2022-04-10 23:22:46 main:574] : INFO : Epoch 1836 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 5385.76 ms [2022-04-10 23:22:52 main:574] : INFO : Epoch 1837 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 5378.84 ms [2022-04-10 23:22:57 main:574] : INFO : Epoch 1838 | loss: 0.0311607 | val_loss: 0.031172 | Time: 5510.29 ms [2022-04-10 23:23:03 main:574] : INFO : Epoch 1839 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 5486.69 ms [2022-04-10 23:23:08 main:574] : INFO : Epoch 1840 | loss: 0.0311585 | val_loss: 0.0311686 | Time: 5440.03 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-04-10 23:26:12 main:435] : INFO : Set logging level to 1 [2022-04-10 23:26:13 main:441] : INFO : Running in BOINC Client mode [2022-04-10 23:26:13 main:444] : INFO : Resolving all filenames [2022-04-10 23:26:13 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-10 23:26:13 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-10 23:26:13 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-10 23:26:13 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-10 23:26:13 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-10 23:26:13 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-10 23:26:13 main:474] : INFO : Configuration: [2022-04-10 23:26:13 main:475] : INFO : Model type: GRU [2022-04-10 23:26:13 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-10 23:26:13 main:477] : INFO : Max Epochs: 2048 [2022-04-10 23:26:13 main:478] : INFO : Batch Size: 128 [2022-04-10 23:26:13 main:479] : INFO : Learning Rate: 0.01 [2022-04-10 23:26:13 main:480] : INFO : Patience: 10 [2022-04-10 23:26:13 main:481] : INFO : Hidden Width: 12 [2022-04-10 23:26:13 main:482] : INFO : # Recurrent Layers: 4 [2022-04-10 23:26:13 main:483] : INFO : # Backend Layers: 4 [2022-04-10 23:26:13 main:484] : INFO : # Threads: 1 [2022-04-10 23:26:13 main:486] : INFO : Preparing Dataset [2022-04-10 23:26:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-10 23:26:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-10 23:26:15 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-10 23:26:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-10 23:26:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-10 23:26:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-10 23:26:15 main:494] : INFO : Creating Model [2022-04-10 23:26:15 main:507] : INFO : Preparing config file [2022-04-10 23:26:15 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-10 23:26:15 main:512] : INFO : Loading config [2022-04-10 23:26:15 main:514] : INFO : Loading state [2022-04-10 23:26:16 main:559] : INFO : Loading DataLoader into Memory [2022-04-10 23:26:16 main:562] : INFO : Starting Training [2022-04-10 23:26:21 main:574] : INFO : Epoch 1819 | loss: 0.0312069 | val_loss: 0.0311747 | Time: 5711.1 ms [2022-04-10 23:26:27 main:574] : INFO : Epoch 1820 | loss: 0.0311651 | val_loss: 0.0311697 | Time: 5552.49 ms [2022-04-10 23:26:33 main:574] : INFO : Epoch 1821 | loss: 0.0311622 | val_loss: 0.0311736 | Time: 5471.38 ms [2022-04-10 23:26:38 main:574] : INFO : Epoch 1822 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 5462.96 ms [2022-04-10 23:26:44 main:574] : INFO : Epoch 1823 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 5473.37 ms [2022-04-10 23:26:49 main:574] : INFO : Epoch 1824 | loss: 0.0311596 | val_loss: 0.0311698 | Time: 5467.63 ms [2022-04-10 23:26:56 main:574] : INFO : Epoch 1825 | loss: 0.0311605 | val_loss: 0.0311736 | Time: 5435.51 ms [2022-04-10 23:27:02 main:574] : INFO : Epoch 1826 | loss: 0.0311611 | val_loss: 0.0311654 | Time: 5466.39 ms [2022-04-10 23:27:08 main:574] : INFO : Epoch 1827 | loss: 0.0311582 | val_loss: 0.0311645 | Time: 5484.81 ms [2022-04-10 23:27:13 main:574] : INFO : Epoch 1828 | loss: 0.0311592 | val_loss: 0.0311795 | Time: 5335.71 ms [2022-04-10 23:27:19 main:574] : INFO : Epoch 1829 | loss: 0.0311604 | val_loss: 0.0311676 | Time: 5562.6 ms [2022-04-10 23:27:25 main:574] : INFO : Epoch 1830 | loss: 0.0311594 | val_loss: 0.0311642 | Time: 5400.1 ms [2022-04-10 23:27:31 main:574] : INFO : Epoch 1831 | loss: 0.0311597 | val_loss: 0.0311663 | Time: 5445.83 ms [2022-04-10 23:27:36 main:574] : INFO : Epoch 1832 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 5461.29 ms [2022-04-10 23:27:42 main:574] : INFO : Epoch 1833 | loss: 0.0311601 | val_loss: 0.0311702 | Time: 5398.71 ms [2022-04-10 23:27:47 main:574] : INFO : Epoch 1834 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 5424.55 ms [2022-04-10 23:27:53 main:574] : INFO : Epoch 1835 | loss: 0.0311609 | val_loss: 0.0311709 | Time: 5426.9 ms [2022-04-10 23:27:58 main:574] : INFO : Epoch 1836 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 5405.25 ms [2022-04-10 23:28:04 main:574] : INFO : Epoch 1837 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 5444.01 ms [2022-04-10 23:28:09 main:574] : INFO : Epoch 1838 | loss: 0.0311611 | val_loss: 0.0311656 | Time: 5392.94 ms [2022-04-10 23:28:15 main:574] : INFO : Epoch 1839 | loss: 0.0311625 | val_loss: 0.0311667 | Time: 5513.6 ms [2022-04-10 23:28:20 main:574] : INFO : Epoch 1840 | loss: 0.031162 | val_loss: 0.0311664 | Time: 5546.43 ms [2022-04-10 23:28:26 main:574] : INFO : Epoch 1841 | loss: 0.0311615 | val_loss: 0.0311685 | Time: 5397.17 ms [2022-04-10 23:28:31 main:574] : INFO : Epoch 1842 | loss: 0.0311584 | val_loss: 0.0311731 | Time: 5432.97 ms [2022-04-10 23:28:37 main:574] : INFO : Epoch 1843 | loss: 0.0311589 | val_loss: 0.03117 | Time: 5531.96 ms [2022-04-10 23:28:43 main:574] : INFO : Epoch 1844 | loss: 0.0311586 | val_loss: 0.0311685 | Time: 5463.28 ms [2022-04-10 23:28:48 main:574] : INFO : Epoch 1845 | loss: 0.031159 | val_loss: 0.0311649 | Time: 5452.36 ms [2022-04-10 23:28:54 main:574] : INFO : Epoch 1846 | loss: 0.031159 | val_loss: 0.0311655 | Time: 5416.12 ms [2022-04-10 23:28:59 main:574] : INFO : Epoch 1847 | loss: 0.0311604 | val_loss: 0.0311688 | Time: 5473.48 ms [2022-04-10 23:29:05 main:574] : INFO : Epoch 1848 | loss: 0.0311598 | val_loss: 0.0311678 | Time: 5405.29 ms [2022-04-10 23:29:10 main:574] : INFO : Epoch 1849 | loss: 0.0311586 | val_loss: 0.0311648 | Time: 5446.77 ms [2022-04-10 23:29:17 main:574] : INFO : Epoch 1850 | loss: 0.0311584 | val_loss: 0.0311715 | Time: 5594.68 ms [2022-04-10 23:29:22 main:574] : INFO : Epoch 1851 | loss: 0.0311587 | val_loss: 0.0311709 | Time: 5433.43 ms [2022-04-10 23:29:29 main:574] : INFO : Epoch 1852 | loss: 0.031157 | val_loss: 0.0311661 | Time: 5454.16 ms [2022-04-10 23:29:34 main:574] : INFO : Epoch 1853 | loss: 0.031157 | val_loss: 0.0311642 | Time: 5423.48 ms [2022-04-10 23:29:40 main:574] : INFO : Epoch 1854 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 5428.26 ms [2022-04-10 23:29:45 main:574] : INFO : Epoch 1855 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 5384.23 ms [2022-04-10 23:29:51 main:574] : INFO : Epoch 1856 | loss: 0.0311617 | val_loss: 0.0311651 | Time: 5377.12 ms [2022-04-10 23:29:57 main:574] : INFO : Epoch 1857 | loss: 0.0311634 | val_loss: 0.0311623 | Time: 5458.54 ms [2022-04-10 23:30:02 main:574] : INFO : Epoch 1858 | loss: 0.0311631 | val_loss: 0.0311667 | Time: 5406.38 ms [2022-04-10 23:30:08 main:574] : INFO : Epoch 1859 | loss: 0.0311624 | val_loss: 0.031166 | Time: 5443.8 ms [2022-04-10 23:30:14 main:574] : INFO : Epoch 1860 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 5457.15 ms [2022-04-10 23:30:20 main:574] : INFO : Epoch 1861 | loss: 0.0311588 | val_loss: 0.0311655 | Time: 5513.63 ms [2022-04-10 23:30:25 main:574] : INFO : Epoch 1862 | loss: 0.0311586 | val_loss: 0.031167 | Time: 5500.83 ms [2022-04-10 23:30:31 main:574] : INFO : Epoch 1863 | loss: 0.0311594 | val_loss: 0.0311662 | Time: 5408.94 ms [2022-04-10 23:30:37 main:574] : INFO : Epoch 1864 | loss: 0.0311591 | val_loss: 0.0311653 | Time: 5466.77 ms [2022-04-10 23:30:42 main:574] : INFO : Epoch 1865 | loss: 0.0311599 | val_loss: 0.0311691 | Time: 5424.35 ms [2022-04-10 23:30:49 main:574] : INFO : Epoch 1866 | loss: 0.0311612 | val_loss: 0.0311639 | Time: 5502.64 ms [2022-04-10 23:30:55 main:574] : INFO : Epoch 1867 | loss: 0.031157 | val_loss: 0.0311644 | Time: 5413.54 ms [2022-04-10 23:31:01 main:574] : INFO : Epoch 1868 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 5530.73 ms [2022-04-10 23:31:06 main:574] : INFO : Epoch 1869 | loss: 0.0311551 | val_loss: 0.031163 | Time: 5464.34 ms [2022-04-10 23:31:12 main:574] : INFO : Epoch 1870 | loss: 0.0311573 | val_loss: 0.0311642 | Time: 5395.53 ms [2022-04-10 23:31:18 main:574] : INFO : Epoch 1871 | loss: 0.031156 | val_loss: 0.0311647 | Time: 5505.07 ms [2022-04-10 23:31:23 main:574] : INFO : Epoch 1872 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 5397.99 ms [2022-04-10 23:31:29 main:574] : INFO : Epoch 1873 | loss: 0.0311568 | val_loss: 0.0311694 | Time: 5457.9 ms [2022-04-10 23:31:34 main:574] : INFO : Epoch 1874 | loss: 0.0311584 | val_loss: 0.0311799 | Time: 5376.76 ms [2022-04-10 23:31:40 main:574] : INFO : Epoch 1875 | loss: 0.0311581 | val_loss: 0.0311693 | Time: 5442.72 ms [2022-04-10 23:31:45 main:574] : INFO : Epoch 1876 | loss: 0.0311563 | val_loss: 0.0311669 | Time: 5513.88 ms [2022-04-10 23:31:51 main:574] : INFO : Epoch 1877 | loss: 0.031153 | val_loss: 0.0311635 | Time: 5431.02 ms [2022-04-10 23:31:56 main:574] : INFO : Epoch 1878 | loss: 0.0311523 | val_loss: 0.0311662 | Time: 5385.13 ms [2022-04-10 23:32:04 main:574] : INFO : Epoch 1879 | loss: 0.0311533 | val_loss: 0.0311642 | Time: 5423.14 ms [2022-04-10 23:32:09 main:574] : INFO : Epoch 1880 | loss: 0.0311547 | val_loss: 0.0311674 | Time: 5498.76 ms [2022-04-10 23:32:15 main:574] : INFO : Epoch 1881 | loss: 0.0311547 | val_loss: 0.0311723 | Time: 5431.92 ms [2022-04-10 23:32:20 main:574] : INFO : Epoch 1882 | loss: 0.0311543 | val_loss: 0.0311664 | Time: 5439.27 ms [2022-04-10 23:32:26 main:574] : INFO : Epoch 1883 | loss: 0.0311519 | val_loss: 0.0311665 | Time: 5460.98 ms [2022-04-10 23:32:31 main:574] : INFO : Epoch 1884 | loss: 0.031152 | val_loss: 0.0311656 | Time: 5388.67 ms [2022-04-10 23:32:37 main:574] : INFO : Epoch 1885 | loss: 0.0311523 | val_loss: 0.0311665 | Time: 5431.53 ms [2022-04-10 23:32:43 main:574] : INFO : Epoch 1886 | loss: 0.031153 | val_loss: 0.0311687 | Time: 5418.01 ms [2022-04-10 23:32:49 main:574] : INFO : Epoch 1887 | loss: 0.0311554 | val_loss: 0.0311711 | Time: 5425.42 ms [2022-04-10 23:32:55 main:574] : INFO : Epoch 1888 | loss: 0.0311564 | val_loss: 0.0311664 | Time: 5430 ms [2022-04-10 23:33:00 main:574] : INFO : Epoch 1889 | loss: 0.0311545 | val_loss: 0.0311639 | Time: 5489.32 ms [2022-04-10 23:33:06 main:574] : INFO : Epoch 1890 | loss: 0.0311532 | val_loss: 0.0311684 | Time: 5401.8 ms [2022-04-10 23:33:12 main:574] : INFO : Epoch 1891 | loss: 0.0311533 | val_loss: 0.031166 | Time: 5437.78 ms [2022-04-10 23:33:17 main:574] : INFO : Epoch 1892 | loss: 0.0311545 | val_loss: 0.031165 | Time: 5460.51 ms [2022-04-10 23:33:24 main:574] : INFO : Epoch 1893 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 5391.9 ms [2022-04-10 23:33:30 main:574] : INFO : Epoch 1894 | loss: 0.0311551 | val_loss: 0.0311666 | Time: 5391.44 ms [2022-04-10 23:33:36 main:574] : INFO : Epoch 1895 | loss: 0.0311525 | val_loss: 0.0311663 | Time: 5459.77 ms [2022-04-10 23:33:41 main:574] : INFO : Epoch 1896 | loss: 0.0311527 | val_loss: 0.031175 | Time: 5475.96 ms [2022-04-10 23:33:47 main:574] : INFO : Epoch 1897 | loss: 0.0311559 | val_loss: 0.031167 | Time: 5363.11 ms [2022-04-10 23:33:52 main:574] : INFO : Epoch 1898 | loss: 0.0311518 | val_loss: 0.0311687 | Time: 5381.63 ms [2022-04-10 23:33:58 main:574] : INFO : Epoch 1899 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 5484.33 ms [2022-04-10 23:34:03 main:574] : INFO : Epoch 1900 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 5424.19 ms [2022-04-10 23:34:08 main:574] : INFO : Epoch 1901 | loss: 0.031151 | val_loss: 0.0311659 | Time: 5405.89 ms [2022-04-10 23:34:14 main:574] : INFO : Epoch 1902 | loss: 0.0311516 | val_loss: 0.031165 | Time: 5539.56 ms [2022-04-10 23:34:20 main:574] : INFO : Epoch 1903 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 5492.05 ms [2022-04-10 23:34:26 main:574] : INFO : Epoch 1904 | loss: 0.0311539 | val_loss: 0.0311759 | Time: 5468.48 ms [2022-04-10 23:34:31 main:574] : INFO : Epoch 1905 | loss: 0.0311541 | val_loss: 0.0311665 | Time: 5382.52 ms [2022-04-10 23:34:37 main:574] : INFO : Epoch 1906 | loss: 0.0311522 | val_loss: 0.031166 | Time: 5457.92 ms [2022-04-10 23:34:43 main:574] : INFO : Epoch 1907 | loss: 0.0311535 | val_loss: 0.0311659 | Time: 5587 ms [2022-04-10 23:34:48 main:574] : INFO : Epoch 1908 | loss: 0.0311535 | val_loss: 0.0311674 | Time: 5451.49 ms [2022-04-10 23:34:54 main:574] : INFO : Epoch 1909 | loss: 0.0311538 | val_loss: 0.0311644 | Time: 5423.07 ms [2022-04-10 23:34:59 main:574] : INFO : Epoch 1910 | loss: 0.031153 | val_loss: 0.0311634 | Time: 5456.22 ms [2022-04-10 23:35:05 main:574] : INFO : Epoch 1911 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 5449.69 ms [2022-04-10 23:35:10 main:574] : INFO : Epoch 1912 | loss: 0.0311529 | val_loss: 0.0311651 | Time: 5534.12 ms [2022-04-10 23:35:16 main:574] : INFO : Epoch 1913 | loss: 0.031153 | val_loss: 0.0311647 | Time: 5428.63 ms [2022-04-10 23:35:21 main:574] : INFO : Epoch 1914 | loss: 0.031154 | val_loss: 0.0311638 | Time: 5458.42 ms [2022-04-10 23:35:27 main:574] : INFO : Epoch 1915 | loss: 0.0311536 | val_loss: 0.0311639 | Time: 5438.74 ms [2022-04-10 23:35:32 main:574] : INFO : Epoch 1916 | loss: 0.0311532 | val_loss: 0.0311643 | Time: 5421.67 ms [2022-04-10 23:35:38 main:574] : INFO : Epoch 1917 | loss: 0.0311546 | val_loss: 0.0311672 | Time: 5548.55 ms [2022-04-10 23:35:44 main:574] : INFO : Epoch 1918 | loss: 0.0311555 | val_loss: 0.0311633 | Time: 5433.61 ms [2022-04-10 23:35:50 main:574] : INFO : Epoch 1919 | loss: 0.031154 | val_loss: 0.0311671 | Time: 5440.07 ms [2022-04-10 23:35:55 main:574] : INFO : Epoch 1920 | loss: 0.031154 | val_loss: 0.0311638 | Time: 5365.1 ms [2022-04-10 23:36:01 main:574] : INFO : Epoch 1921 | loss: 0.0311518 | val_loss: 0.0311671 | Time: 5374.56 ms [2022-04-10 23:36:07 main:574] : INFO : Epoch 1922 | loss: 0.031154 | val_loss: 0.0311646 | Time: 5433.7 ms [2022-04-10 23:36:12 main:574] : INFO : Epoch 1923 | loss: 0.0311538 | val_loss: 0.0311641 | Time: 5376.72 ms [2022-04-10 23:36:18 main:574] : INFO : Epoch 1924 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 5406.75 ms [2022-04-10 23:36:24 main:574] : INFO : Epoch 1925 | loss: 0.0311559 | val_loss: 0.0311734 | Time: 5477.21 ms [2022-04-10 23:36:29 main:574] : INFO : Epoch 1926 | loss: 0.0311582 | val_loss: 0.0311668 | Time: 5425.46 ms [2022-04-10 23:36:35 main:574] : INFO : Epoch 1927 | loss: 0.0311585 | val_loss: 0.0311645 | Time: 5459.52 ms [2022-04-10 23:36:41 main:574] : INFO : Epoch 1928 | loss: 0.0311579 | val_loss: 0.0311647 | Time: 5452.41 ms [2022-04-10 23:36:47 main:574] : INFO : Epoch 1929 | loss: 0.0311563 | val_loss: 0.0311619 | Time: 5487.05 ms [2022-04-10 23:36:52 main:574] : INFO : Epoch 1930 | loss: 0.0311576 | val_loss: 0.0311639 | Time: 5394.31 ms [2022-04-10 23:36:58 main:574] : INFO : Epoch 1931 | loss: 0.031156 | val_loss: 0.0311658 | Time: 5467.24 ms [2022-04-10 23:37:03 main:574] : INFO : Epoch 1932 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 5441.66 ms [2022-04-10 23:37:09 main:574] : INFO : Epoch 1933 | loss: 0.0311546 | val_loss: 0.0311649 | Time: 5469.58 ms [2022-04-10 23:37:14 main:574] : INFO : Epoch 1934 | loss: 0.0311545 | val_loss: 0.0311677 | Time: 5484.85 ms [2022-04-10 23:37:20 main:574] : INFO : Epoch 1935 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 5401.74 ms [2022-04-10 23:37:26 main:574] : INFO : Epoch 1936 | loss: 0.0311584 | val_loss: 0.0311639 | Time: 5463.33 ms [2022-04-10 23:37:32 main:574] : INFO : Epoch 1937 | loss: 0.0311586 | val_loss: 0.0311635 | Time: 5396.3 ms [2022-04-10 23:37:38 main:574] : INFO : Epoch 1938 | loss: 0.0311554 | val_loss: 0.0311643 | Time: 5466.75 ms [2022-04-10 23:37:44 main:574] : INFO : Epoch 1939 | loss: 0.0311564 | val_loss: 0.0311656 | Time: 5444.36 ms [2022-04-10 23:37:50 main:574] : INFO : Epoch 1940 | loss: 0.0311588 | val_loss: 0.0311652 | Time: 5396.78 ms [2022-04-10 23:37:55 main:574] : INFO : Epoch 1941 | loss: 0.0311571 | val_loss: 0.0311675 | Time: 5387.2 ms [2022-04-10 23:38:01 main:574] : INFO : Epoch 1942 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 5449.23 ms [2022-04-10 23:38:06 main:574] : INFO : Epoch 1943 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 5538.93 ms [2022-04-10 23:38:12 main:574] : INFO : Epoch 1944 | loss: 0.0311572 | val_loss: 0.0311662 | Time: 5405.23 ms [2022-04-10 23:38:18 main:574] : INFO : Epoch 1945 | loss: 0.0311567 | val_loss: 0.0311634 | Time: 5521.23 ms [2022-04-10 23:38:24 main:574] : INFO : Epoch 1946 | loss: 0.0311556 | val_loss: 0.0311665 | Time: 5606.24 ms [2022-04-10 23:38:29 main:574] : INFO : Epoch 1947 | loss: 0.0311557 | val_loss: 0.031166 | Time: 5420.65 ms [2022-04-10 23:38:35 main:574] : INFO : Epoch 1948 | loss: 0.0311596 | val_loss: 0.0311644 | Time: 5466.14 ms [2022-04-10 23:38:41 main:574] : INFO : Epoch 1949 | loss: 0.0311613 | val_loss: 0.0311668 | Time: 5608.37 ms [2022-04-10 23:38:47 main:574] : INFO : Epoch 1950 | loss: 0.0311591 | val_loss: 0.0311617 | Time: 5589.33 ms [2022-04-10 23:38:52 main:574] : INFO : Epoch 1951 | loss: 0.0311612 | val_loss: 0.031168 | Time: 5419.16 ms [2022-04-10 23:38:58 main:574] : INFO : Epoch 1952 | loss: 0.0311588 | val_loss: 0.0311639 | Time: 5440.4 ms [2022-04-10 23:39:03 main:574] : INFO : Epoch 1953 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 5458.32 ms [2022-04-10 23:39:09 main:574] : INFO : Epoch 1954 | loss: 0.0311566 | val_loss: 0.0311643 | Time: 5410.96 ms [2022-04-10 23:39:15 main:574] : INFO : Epoch 1955 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 5461.78 ms [2022-04-10 23:39:20 main:574] : INFO : Epoch 1956 | loss: 0.0311561 | val_loss: 0.0311635 | Time: 5483.95 ms [2022-04-10 23:39:26 main:574] : INFO : Epoch 1957 | loss: 0.0311545 | val_loss: 0.0311641 | Time: 5507.14 ms [2022-04-10 23:39:31 main:574] : INFO : Epoch 1958 | loss: 0.0311546 | val_loss: 0.0311649 | Time: 5448.67 ms [2022-04-10 23:39:37 main:574] : INFO : Epoch 1959 | loss: 0.0311539 | val_loss: 0.0311642 | Time: 5390.96 ms [2022-04-10 23:39:43 main:574] : INFO : Epoch 1960 | loss: 0.0311537 | val_loss: 0.0311645 | Time: 5554.24 ms [2022-04-10 23:39:48 main:574] : INFO : Epoch 1961 | loss: 0.0311548 | val_loss: 0.0311676 | Time: 5549.42 ms [2022-04-10 23:39:54 main:574] : INFO : Epoch 1962 | loss: 0.0311567 | val_loss: 0.031164 | Time: 5393.22 ms [2022-04-10 23:40:00 main:574] : INFO : Epoch 1963 | loss: 0.0311545 | val_loss: 0.0311625 | Time: 5409.33 ms [2022-04-10 23:40:05 main:574] : INFO : Epoch 1964 | loss: 0.0311528 | val_loss: 0.0311636 | Time: 5381.24 ms [2022-04-10 23:40:11 main:574] : INFO : Epoch 1965 | loss: 0.0311544 | val_loss: 0.0311688 | Time: 5514.49 ms [2022-04-10 23:40:16 main:574] : INFO : Epoch 1966 | loss: 0.0311547 | val_loss: 0.0311637 | Time: 5366.62 ms [2022-04-10 23:40:23 main:574] : INFO : Epoch 1967 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 5588.07 ms [2022-04-10 23:40:29 main:574] : INFO : Epoch 1968 | loss: 0.0311552 | val_loss: 0.0311636 | Time: 5349.29 ms [2022-04-10 23:40:35 main:574] : INFO : Epoch 1969 | loss: 0.0311588 | val_loss: 0.0311661 | Time: 5417.65 ms [2022-04-10 23:40:40 main:574] : INFO : Epoch 1970 | loss: 0.0311625 | val_loss: 0.031165 | Time: 5443.64 ms [2022-04-10 23:40:46 main:574] : INFO : Epoch 1971 | loss: 0.0311677 | val_loss: 0.0311801 | Time: 5438.58 ms [2022-04-10 23:40:51 main:574] : INFO : Epoch 1972 | loss: 0.0311751 | val_loss: 0.0311757 | Time: 5488.66 ms [2022-04-10 23:40:57 main:574] : INFO : Epoch 1973 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 5453.01 ms [2022-04-10 23:41:03 main:574] : INFO : Epoch 1974 | loss: 0.0311937 | val_loss: 0.0312037 | Time: 5416.82 ms [2022-04-10 23:41:08 main:574] : INFO : Epoch 1975 | loss: 0.0312073 | val_loss: 0.0312168 | Time: 5452.16 ms [2022-04-10 23:41:13 main:574] : INFO : Epoch 1976 | loss: 0.0312137 | val_loss: 0.0312186 | Time: 5410.08 ms [2022-04-10 23:41:19 main:574] : INFO : Epoch 1977 | loss: 0.0312184 | val_loss: 0.0312059 | Time: 5433.63 ms [2022-04-10 23:41:24 main:574] : INFO : Epoch 1978 | loss: 0.0312052 | val_loss: 0.0312003 | Time: 5537.8 ms [2022-04-10 23:41:30 main:574] : INFO : Epoch 1979 | loss: 0.0312025 | val_loss: 0.0312002 | Time: 5359.5 ms [2022-04-10 23:41:36 main:574] : INFO : Epoch 1980 | loss: 0.0312012 | val_loss: 0.0311981 | Time: 5458.36 ms [2022-04-10 23:41:41 main:574] : INFO : Epoch 1981 | loss: 0.0312015 | val_loss: 0.0312032 | Time: 5383.99 ms [2022-04-10 23:41:47 main:574] : INFO : Epoch 1982 | loss: 0.0312015 | val_loss: 0.0312011 | Time: 5425.31 ms [2022-04-10 23:41:53 main:574] : INFO : Epoch 1983 | loss: 0.0311989 | val_loss: 0.0311996 | Time: 5525.44 ms [2022-04-10 23:41:59 main:574] : INFO : Epoch 1984 | loss: 0.0311963 | val_loss: 0.0311954 | Time: 5421.41 ms [2022-04-10 23:42:05 main:574] : INFO : Epoch 1985 | loss: 0.0311957 | val_loss: 0.0311939 | Time: 5348.69 ms [2022-04-10 23:42:10 main:574] : INFO : Epoch 1986 | loss: 0.0311961 | val_loss: 0.0311969 | Time: 5378.53 ms [2022-04-10 23:42:17 main:574] : INFO : Epoch 1987 | loss: 0.0311985 | val_loss: 0.0311951 | Time: 5395.91 ms [2022-04-10 23:42:23 main:574] : INFO : Epoch 1988 | loss: 0.0311973 | val_loss: 0.0311973 | Time: 5550.77 ms [2022-04-10 23:42:28 main:574] : INFO : Epoch 1989 | loss: 0.0311961 | val_loss: 0.0311927 | Time: 5407.65 ms [2022-04-10 23:42:34 main:574] : INFO : Epoch 1990 | loss: 0.0311937 | val_loss: 0.0311914 | Time: 5442.31 ms [2022-04-10 23:42:39 main:574] : INFO : Epoch 1991 | loss: 0.0311932 | val_loss: 0.0311909 | Time: 5443.67 ms [2022-04-10 23:42:44 main:574] : INFO : Epoch 1992 | loss: 0.0311956 | val_loss: 0.0311971 | Time: 5380.29 ms [2022-04-10 23:42:51 main:574] : INFO : Epoch 1993 | loss: 0.0311971 | val_loss: 0.0311957 | Time: 5427.42 ms [2022-04-10 23:42:56 main:574] : INFO : Epoch 1994 | loss: 0.0311947 | val_loss: 0.0311934 | Time: 5487.04 ms [2022-04-10 23:43:01 main:574] : INFO : Epoch 1995 | loss: 0.0311935 | val_loss: 0.0311934 | Time: 5396.32 ms [2022-04-10 23:43:07 main:574] : INFO : Epoch 1996 | loss: 0.0311935 | val_loss: 0.0311944 | Time: 5388.52 ms [2022-04-10 23:43:13 main:574] : INFO : Epoch 1997 | loss: 0.0311929 | val_loss: 0.0311926 | Time: 5362.65 ms [2022-04-10 23:43:18 main:574] : INFO : Epoch 1998 | loss: 0.031193 | val_loss: 0.0311935 | Time: 5403.93 ms [2022-04-10 23:43:24 main:574] : INFO : Epoch 1999 | loss: 0.0311928 | val_loss: 0.0311957 | Time: 5460.53 ms [2022-04-10 23:43:31 main:574] : INFO : Epoch 2000 | loss: 0.0311943 | val_loss: 0.0311922 | Time: 5354.38 ms [2022-04-10 23:43:37 main:574] : INFO : Epoch 2001 | loss: 0.0311918 | val_loss: 0.0311914 | Time: 5363.15 ms [2022-04-10 23:43:42 main:574] : INFO : Epoch 2002 | loss: 0.0311918 | val_loss: 0.0311921 | Time: 5391.49 ms [2022-04-10 23:43:47 main:574] : INFO : Epoch 2003 | loss: 0.0311928 | val_loss: 0.031193 | Time: 5475.3 ms [2022-04-10 23:43:53 main:574] : INFO : Epoch 2004 | loss: 0.0311939 | val_loss: 0.0311924 | Time: 5400.11 ms [2022-04-10 23:43:58 main:574] : INFO : Epoch 2005 | loss: 0.0311931 | val_loss: 0.03119 | Time: 5392.79 ms [2022-04-10 23:44:04 main:574] : INFO : Epoch 2006 | loss: 0.0311913 | val_loss: 0.0311899 | Time: 5443.9 ms [2022-04-10 23:44:09 main:574] : INFO : Epoch 2007 | loss: 0.0311907 | val_loss: 0.0311902 | Time: 5374.06 ms [2022-04-10 23:44:15 main:574] : INFO : Epoch 2008 | loss: 0.0311907 | val_loss: 0.0311904 | Time: 5348.16 ms [2022-04-10 23:44:20 main:574] : INFO : Epoch 2009 | loss: 0.0311901 | val_loss: 0.03119 | Time: 5383.47 ms [2022-04-10 23:44:26 main:574] : INFO : Epoch 2010 | loss: 0.0311902 | val_loss: 0.0311905 | Time: 5441.88 ms [2022-04-10 23:44:32 main:574] : INFO : Epoch 2011 | loss: 0.0311906 | val_loss: 0.031189 | Time: 5421.4 ms [2022-04-10 23:44:38 main:574] : INFO : Epoch 2012 | loss: 0.0311899 | val_loss: 0.0311886 | Time: 5396.8 ms [2022-04-10 23:44:44 main:574] : INFO : Epoch 2013 | loss: 0.0311909 | val_loss: 0.0311904 | Time: 5411.67 ms [2022-04-10 23:44:49 main:574] : INFO : Epoch 2014 | loss: 0.0311904 | val_loss: 0.031189 | Time: 5365.55 ms [2022-04-10 23:44:55 main:574] : INFO : Epoch 2015 | loss: 0.0311897 | val_loss: 0.0311897 | Time: 5339.85 ms [2022-04-10 23:45:01 main:574] : INFO : Epoch 2016 | loss: 0.031191 | val_loss: 0.0311914 | Time: 5367.96 ms [2022-04-10 23:45:07 main:574] : INFO : Epoch 2017 | loss: 0.0311908 | val_loss: 0.03119 | Time: 5361.79 ms [2022-04-10 23:45:13 main:574] : INFO : Epoch 2018 | loss: 0.0311904 | val_loss: 0.031189 | Time: 5430.06 ms [2022-04-10 23:45:19 main:574] : INFO : Epoch 2019 | loss: 0.0311908 | val_loss: 0.0311892 | Time: 5345.96 ms [2022-04-10 23:45:24 main:574] : INFO : Epoch 2020 | loss: 0.0311897 | val_loss: 0.0311891 | Time: 5654.97 ms [2022-04-10 23:45:30 main:574] : INFO : Epoch 2021 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 5350.29 ms [2022-04-10 23:45:37 main:574] : INFO : Epoch 2022 | loss: 0.0311893 | val_loss: 0.031189 | Time: 5395.99 ms [2022-04-10 23:45:42 main:574] : INFO : Epoch 2023 | loss: 0.0311906 | val_loss: 0.0311936 | Time: 5357.56 ms [2022-04-10 23:45:48 main:574] : INFO : Epoch 2024 | loss: 0.0311937 | val_loss: 0.0311895 | Time: 5427.96 ms [2022-04-10 23:45:53 main:574] : INFO : Epoch 2025 | loss: 0.0311902 | val_loss: 0.0311894 | Time: 5388.61 ms [2022-04-10 23:45:58 main:574] : INFO : Epoch 2026 | loss: 0.0311886 | val_loss: 0.03119 | Time: 5367.04 ms [2022-04-10 23:46:04 main:574] : INFO : Epoch 2027 | loss: 0.0311887 | val_loss: 0.0311897 | Time: 5395.22 ms [2022-04-10 23:46:10 main:574] : INFO : Epoch 2028 | loss: 0.0311884 | val_loss: 0.031191 | Time: 5304.12 ms [2022-04-10 23:46:16 main:574] : INFO : Epoch 2029 | loss: 0.0311897 | val_loss: 0.0311886 | Time: 5302.93 ms [2022-04-10 23:46:22 main:574] : INFO : Epoch 2030 | loss: 0.0311903 | val_loss: 0.0311897 | Time: 5334.87 ms [2022-04-10 23:46:28 main:574] : INFO : Epoch 2031 | loss: 0.031189 | val_loss: 0.0311896 | Time: 5419.25 ms [2022-04-10 23:46:33 main:574] : INFO : Epoch 2032 | loss: 0.0311901 | val_loss: 0.0311922 | Time: 5359.19 ms [2022-04-10 23:46:39 main:574] : INFO : Epoch 2033 | loss: 0.0311912 | val_loss: 0.0311917 | Time: 5338.84 ms [2022-04-10 23:46:44 main:574] : INFO : Epoch 2034 | loss: 0.0311894 | val_loss: 0.0311899 | Time: 5355.92 ms [2022-04-10 23:46:50 main:574] : INFO : Epoch 2035 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 5290.56 ms [2022-04-10 23:46:55 main:574] : INFO : Epoch 2036 | loss: 0.0311887 | val_loss: 0.0311958 | Time: 5264.5 ms [2022-04-10 23:47:01 main:574] : INFO : Epoch 2037 | loss: 0.0311898 | val_loss: 0.0311902 | Time: 5394.9 ms [2022-04-10 23:47:06 main:574] : INFO : Epoch 2038 | loss: 0.0311892 | val_loss: 0.0311885 | Time: 5273.64 ms [2022-04-10 23:47:13 main:574] : INFO : Epoch 2039 | loss: 0.0311886 | val_loss: 0.03119 | Time: 5416.76 ms [2022-04-10 23:47:18 main:574] : INFO : Epoch 2040 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 5338.31 ms [2022-04-10 23:47:23 main:574] : INFO : Epoch 2041 | loss: 0.0311887 | val_loss: 0.031189 | Time: 5291.51 ms [2022-04-10 23:47:29 main:574] : INFO : Epoch 2042 | loss: 0.0311895 | val_loss: 0.0311888 | Time: 5388.88 ms [2022-04-10 23:47:34 main:574] : INFO : Epoch 2043 | loss: 0.0311883 | val_loss: 0.0311886 | Time: 5304.86 ms [2022-04-10 23:47:40 main:574] : INFO : Epoch 2044 | loss: 0.0311883 | val_loss: 0.0311886 | Time: 5343.72 ms [2022-04-10 23:47:45 main:574] : INFO : Epoch 2045 | loss: 0.031188 | val_loss: 0.0311896 | Time: 5356.63 ms [2022-04-10 23:47:50 main:574] : INFO : Epoch 2046 | loss: 0.0311888 | val_loss: 0.0311933 | Time: 5323.18 ms [2022-04-10 23:47:56 main:574] : INFO : Epoch 2047 | loss: 0.0311908 | val_loss: 0.0311889 | Time: 5295.4 ms [2022-04-10 23:48:01 main:574] : INFO : Epoch 2048 | loss: 0.0311913 | val_loss: 0.0311899 | Time: 5345.8 ms [2022-04-10 23:48:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311899 [2022-04-10 23:48:02 main:603] : INFO : Saving end state to config to file [2022-04-10 23:48:02 main:608] : INFO : Success, exiting.. 23:48:02 (18724): 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)