Task 9835130
| Name | ParityModified-1638629787-12431-2-0_0 |
| Workunit | 7224559 |
| Created | 15 Dec 2021, 8:26:04 UTC |
| Sent | 23 Dec 2021, 13:28:31 UTC |
| Report deadline | 31 Dec 2021, 13:28:31 UTC |
| Received | 9 Feb 2022, 7:45:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6145 |
| Run time | 1 hours 36 min 2 sec |
| CPU time | 1 hours 34 min 7 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,442.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> _loss: 0.0311736 | Time: 2763.16 ms [2022-02-04 00:12:55 main:574] : INFO : Epoch 1710 | loss: 0.031175 | val_loss: 0.0311734 | Time: 2756.26 ms [2022-02-04 00:12:58 main:574] : INFO : Epoch 1711 | loss: 0.0311734 | val_loss: 0.0311714 | Time: 2757.29 ms [2022-02-04 00:13:00 main:574] : INFO : Epoch 1712 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 2757.81 ms [2022-02-04 00:13:03 main:574] : INFO : Epoch 1713 | loss: 0.0311758 | val_loss: 0.031176 | Time: 2761.32 ms [2022-02-04 00:13:06 main:574] : INFO : Epoch 1714 | loss: 0.0311729 | val_loss: 0.0311725 | Time: 2757.94 ms [2022-02-04 00:13:09 main:574] : INFO : Epoch 1715 | loss: 0.0311716 | val_loss: 0.031171 | Time: 2760.26 ms [2022-02-04 00:13:11 main:574] : INFO : Epoch 1716 | loss: 0.0311713 | val_loss: 0.031171 | Time: 2762.62 ms [2022-02-04 00:13:14 main:574] : INFO : Epoch 1717 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 2760.33 ms [2022-02-04 00:13:17 main:574] : INFO : Epoch 1718 | loss: 0.0311712 | val_loss: 0.0311711 | Time: 2762.85 ms [2022-02-04 00:13:20 main:574] : INFO : Epoch 1719 | loss: 0.0311719 | val_loss: 0.0311728 | Time: 2761.53 ms [2022-02-04 00:13:22 main:574] : INFO : Epoch 1720 | loss: 0.0311712 | val_loss: 0.0311726 | Time: 2759.59 ms [2022-02-04 00:13:25 main:574] : INFO : Epoch 1721 | loss: 0.0311709 | val_loss: 0.0311725 | Time: 2764.75 ms [2022-02-04 00:13:28 main:574] : INFO : Epoch 1722 | loss: 0.0311714 | val_loss: 0.0311724 | Time: 2757.89 ms [2022-02-04 00:13:31 main:574] : INFO : Epoch 1723 | loss: 0.0311716 | val_loss: 0.0311714 | Time: 2758.94 ms [2022-02-04 00:13:34 main:574] : INFO : Epoch 1724 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 2762.55 ms [2022-02-04 00:13:36 main:574] : INFO : Epoch 1725 | loss: 0.0311746 | val_loss: 0.0311746 | Time: 2757.14 ms [2022-02-04 00:13:39 main:574] : INFO : Epoch 1726 | loss: 0.0311721 | val_loss: 0.0311748 | Time: 2764.18 ms [2022-02-04 00:13:42 main:574] : INFO : Epoch 1727 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 2763.5 ms [2022-02-04 00:13:45 main:574] : INFO : Epoch 1728 | loss: 0.0311727 | val_loss: 0.0311712 | Time: 2765.09 ms [2022-02-04 00:13:47 main:574] : INFO : Epoch 1729 | loss: 0.0311718 | val_loss: 0.0311715 | Time: 2764.48 ms [2022-02-04 00:13:50 main:574] : INFO : Epoch 1730 | loss: 0.0311786 | val_loss: 0.0311763 | Time: 2758.6 ms [2022-02-04 00:13:53 main:574] : INFO : Epoch 1731 | loss: 0.0311757 | val_loss: 0.0311721 | Time: 2759.92 ms [2022-02-04 00:13:56 main:574] : INFO : Epoch 1732 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 2756.72 ms [2022-02-04 00:13:58 main:574] : INFO : Epoch 1733 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 2761.86 ms [2022-02-04 00:14:01 main:574] : INFO : Epoch 1734 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 2765.34 ms [2022-02-04 00:14:04 main:574] : INFO : Epoch 1735 | loss: 0.0311751 | val_loss: 0.0311711 | Time: 2761.43 ms [2022-02-04 00:14:07 main:574] : INFO : Epoch 1736 | loss: 0.0311737 | val_loss: 0.0311709 | Time: 2761.26 ms [2022-02-04 00:14:10 main:574] : INFO : Epoch 1737 | loss: 0.0311728 | val_loss: 0.031173 | Time: 3521 ms [2022-02-04 00:14:14 main:574] : INFO : Epoch 1738 | loss: 0.0311724 | val_loss: 0.0311732 | Time: 3389.99 ms [2022-02-04 00:14:16 main:574] : INFO : Epoch 1739 | loss: 0.0311729 | val_loss: 0.0311707 | Time: 2793.51 ms [2022-02-04 00:14:19 main:574] : INFO : Epoch 1740 | loss: 0.0311734 | val_loss: 0.0311711 | Time: 2760.23 ms [2022-02-04 00:14:22 main:574] : INFO : Epoch 1741 | loss: 0.0311718 | val_loss: 0.0311721 | Time: 2765.99 ms [2022-02-04 00:14:25 main:574] : INFO : Epoch 1742 | loss: 0.0311736 | val_loss: 0.0311719 | Time: 2762.03 ms [2022-02-04 00:14:28 main:574] : INFO : Epoch 1743 | loss: 0.0311738 | val_loss: 0.0311698 | Time: 2762.99 ms [2022-02-04 00:14:30 main:574] : INFO : Epoch 1744 | loss: 0.0311727 | val_loss: 0.0311705 | Time: 2763.56 ms [2022-02-04 00:14:33 main:574] : INFO : Epoch 1745 | loss: 0.0311733 | val_loss: 0.0311722 | Time: 2764.65 ms [2022-02-04 00:14:36 main:574] : INFO : Epoch 1746 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 2768.22 ms [2022-02-04 00:14:39 main:574] : INFO : Epoch 1747 | loss: 0.0311751 | val_loss: 0.0311712 | Time: 2762.75 ms [2022-02-04 00:14:41 main:574] : INFO : Epoch 1748 | loss: 0.0311738 | val_loss: 0.0311724 | Time: 2757.78 ms [2022-02-04 00:14:44 main:574] : INFO : Epoch 1749 | loss: 0.0311737 | val_loss: 0.0311728 | Time: 2764.29 ms [2022-02-04 00:14:47 main:574] : INFO : Epoch 1750 | loss: 0.0311732 | val_loss: 0.0311725 | Time: 2762.67 ms [2022-02-04 00:14:50 main:574] : INFO : Epoch 1751 | loss: 0.0311725 | val_loss: 0.0311738 | Time: 2759.51 ms [2022-02-04 00:14:52 main:574] : INFO : Epoch 1752 | loss: 0.0311733 | val_loss: 0.0311782 | Time: 2762.64 ms [2022-02-04 00:14:55 main:574] : INFO : Epoch 1753 | loss: 0.0311748 | val_loss: 0.0311718 | Time: 2759.62 ms [2022-02-04 00:14:58 main:574] : INFO : Epoch 1754 | loss: 0.031173 | val_loss: 0.0311714 | Time: 2760.7 ms [2022-02-04 00:15:01 main:574] : INFO : Epoch 1755 | loss: 0.0311708 | val_loss: 0.0311703 | Time: 2760.34 ms [2022-02-04 00:15:03 main:574] : INFO : Epoch 1756 | loss: 0.0311693 | val_loss: 0.0311706 | Time: 2758.24 ms [2022-02-04 00:15:06 main:574] : INFO : Epoch 1757 | loss: 0.03117 | val_loss: 0.0311744 | Time: 2760.38 ms [2022-02-04 00:15:09 main:574] : INFO : Epoch 1758 | loss: 0.0311705 | val_loss: 0.0311698 | Time: 2756.68 ms [2022-02-04 00:15:12 main:574] : INFO : Epoch 1759 | loss: 0.0311692 | val_loss: 0.0311698 | Time: 2765 ms [2022-02-04 00:15:15 main:574] : INFO : Epoch 1760 | loss: 0.0311696 | val_loss: 0.0311695 | Time: 2760.44 ms [2022-02-04 00:15:17 main:574] : INFO : Epoch 1761 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 2767.12 ms [2022-02-04 00:15:20 main:574] : INFO : Epoch 1762 | loss: 0.0311714 | val_loss: 0.0311692 | Time: 2754.8 ms [2022-02-04 00:15:23 main:574] : INFO : Epoch 1763 | loss: 0.0311684 | val_loss: 0.0311693 | Time: 2762.18 ms [2022-02-04 00:15:26 main:574] : INFO : Epoch 1764 | loss: 0.0311697 | val_loss: 0.0311724 | Time: 2762.33 ms [2022-02-04 00:15:28 main:574] : INFO : Epoch 1765 | loss: 0.0311695 | val_loss: 0.0311697 | Time: 2761.79 ms [2022-02-04 00:15:31 main:574] : INFO : Epoch 1766 | loss: 0.031168 | val_loss: 0.0311706 | Time: 2760.18 ms [2022-02-04 00:15:34 main:574] : INFO : Epoch 1767 | loss: 0.0311697 | val_loss: 0.0311696 | Time: 2760.4 ms [2022-02-04 00:15:37 main:574] : INFO : Epoch 1768 | loss: 0.0311684 | val_loss: 0.031173 | Time: 2766.71 ms [2022-02-04 00:15:39 main:574] : INFO : Epoch 1769 | loss: 0.0311694 | val_loss: 0.0311695 | Time: 2764.05 ms [2022-02-04 00:15:42 main:574] : INFO : Epoch 1770 | loss: 0.0311695 | val_loss: 0.0311694 | Time: 2759.2 ms [2022-02-04 00:15:45 main:574] : INFO : Epoch 1771 | loss: 0.031169 | val_loss: 0.0311699 | Time: 2755.32 ms [2022-02-04 00:15:48 main:574] : INFO : Epoch 1772 | loss: 0.0311688 | val_loss: 0.03117 | Time: 2756.14 ms [2022-02-04 00:15:50 main:574] : INFO : Epoch 1773 | loss: 0.0311708 | val_loss: 0.0311717 | Time: 2760.74 ms [2022-02-04 00:15:53 main:574] : INFO : Epoch 1774 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 2759.92 ms [2022-02-04 00:15:56 main:574] : INFO : Epoch 1775 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 2762.34 ms [2022-02-04 00:15:59 main:574] : INFO : Epoch 1776 | loss: 0.0311703 | val_loss: 0.0311692 | Time: 2761.45 ms [2022-02-04 00:16:02 main:574] : INFO : Epoch 1777 | loss: 0.0311685 | val_loss: 0.0311698 | Time: 2762.94 ms [2022-02-04 00:16:04 main:574] : INFO : Epoch 1778 | loss: 0.031168 | val_loss: 0.0311679 | Time: 2766.15 ms [2022-02-04 00:16:07 main:574] : INFO : Epoch 1779 | loss: 0.031168 | val_loss: 0.0311726 | Time: 2765.91 ms [2022-02-04 00:16:10 main:574] : INFO : Epoch 1780 | loss: 0.0311721 | val_loss: 0.0311709 | Time: 2760.47 ms [2022-02-04 00:16:13 main:574] : INFO : Epoch 1781 | loss: 0.0311735 | val_loss: 0.0311709 | Time: 2758.61 ms [2022-02-04 00:16:15 main:574] : INFO : Epoch 1782 | loss: 0.0311753 | val_loss: 0.031183 | Time: 2757.63 ms [2022-02-04 00:16:18 main:574] : INFO : Epoch 1783 | loss: 0.0311723 | val_loss: 0.0311693 | Time: 2768.1 ms [2022-02-04 00:16:21 main:574] : INFO : Epoch 1784 | loss: 0.0311682 | val_loss: 0.0311689 | Time: 2766.06 ms [2022-02-04 00:16:24 main:574] : INFO : Epoch 1785 | loss: 0.0311693 | val_loss: 0.0311722 | Time: 2759.95 ms [2022-02-04 00:16:26 main:574] : INFO : Epoch 1786 | loss: 0.0311685 | val_loss: 0.0311694 | Time: 2763.68 ms [2022-02-04 00:16:29 main:574] : INFO : Epoch 1787 | loss: 0.0311689 | val_loss: 0.0311691 | Time: 2760.22 ms [2022-02-04 00:16:32 main:574] : INFO : Epoch 1788 | loss: 0.0311678 | val_loss: 0.0311714 | Time: 2758.53 ms [2022-02-04 00:16:35 main:574] : INFO : Epoch 1789 | loss: 0.0311679 | val_loss: 0.0311699 | Time: 2759.87 ms [2022-02-04 00:16:38 main:574] : INFO : Epoch 1790 | loss: 0.0311705 | val_loss: 0.0311694 | Time: 2757.05 ms [2022-02-04 00:16:40 main:574] : INFO : Epoch 1791 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 2765.03 ms [2022-02-04 00:16:43 main:574] : INFO : Epoch 1792 | loss: 0.0311741 | val_loss: 0.0311754 | Time: 2756.93 ms [2022-02-04 00:16:46 main:574] : INFO : Epoch 1793 | loss: 0.0311708 | val_loss: 0.0311697 | Time: 2760.33 ms [2022-02-04 00:16:49 main:574] : INFO : Epoch 1794 | loss: 0.0311708 | val_loss: 0.0311695 | Time: 2761.38 ms [2022-02-04 00:16:51 main:574] : INFO : Epoch 1795 | loss: 0.0311714 | val_loss: 0.0311716 | Time: 2761.46 ms [2022-02-04 00:16:54 main:574] : INFO : Epoch 1796 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 2762.91 ms [2022-02-04 00:16:57 main:574] : INFO : Epoch 1797 | loss: 0.0311734 | val_loss: 0.0311695 | Time: 2766.04 ms [2022-02-04 00:17:00 main:574] : INFO : Epoch 1798 | loss: 0.03117 | val_loss: 0.031171 | Time: 2761.04 ms [2022-02-04 00:17:02 main:574] : INFO : Epoch 1799 | loss: 0.0311694 | val_loss: 0.0311709 | Time: 2765.78 ms [2022-02-04 00:17:05 main:574] : INFO : Epoch 1800 | loss: 0.0311685 | val_loss: 0.0311675 | Time: 2759.79 ms [2022-02-04 00:17:08 main:574] : INFO : Epoch 1801 | loss: 0.0311682 | val_loss: 0.0311714 | Time: 2760.62 ms [2022-02-04 00:17:11 main:574] : INFO : Epoch 1802 | loss: 0.0311692 | val_loss: 0.0311686 | Time: 2761.18 ms [2022-02-04 00:17:14 main:574] : INFO : Epoch 1803 | loss: 0.0311714 | val_loss: 0.0311684 | Time: 2762.75 ms [2022-02-04 00:17:16 main:574] : INFO : Epoch 1804 | loss: 0.0311689 | val_loss: 0.0311675 | Time: 2760.46 ms [2022-02-04 00:17:19 main:574] : INFO : Epoch 1805 | loss: 0.0311679 | val_loss: 0.0311678 | Time: 2755 ms [2022-02-04 00:17:22 main:574] : INFO : Epoch 1806 | loss: 0.031167 | val_loss: 0.0311678 | Time: 2760.51 ms [2022-02-04 00:17:25 main:574] : INFO : Epoch 1807 | loss: 0.0311679 | val_loss: 0.0311676 | Time: 2756.92 ms [2022-02-04 00:17:27 main:574] : INFO : Epoch 1808 | loss: 0.0311672 | val_loss: 0.0311695 | Time: 2764.36 ms [2022-02-04 00:17:30 main:574] : INFO : Epoch 1809 | loss: 0.0311673 | val_loss: 0.0311672 | Time: 2762.89 ms [2022-02-04 00:17:33 main:574] : INFO : Epoch 1810 | loss: 0.0311667 | val_loss: 0.031169 | Time: 2762.94 ms [2022-02-04 00:17:36 main:574] : INFO : Epoch 1811 | loss: 0.0311685 | val_loss: 0.0311675 | Time: 2762.17 ms [2022-02-04 00:17:38 main:574] : INFO : Epoch 1812 | loss: 0.0311665 | val_loss: 0.0311667 | Time: 2753.67 ms [2022-02-04 00:17:41 main:574] : INFO : Epoch 1813 | loss: 0.0311674 | val_loss: 0.0311674 | Time: 2761.15 ms [2022-02-04 00:17:44 main:574] : INFO : Epoch 1814 | loss: 0.0311678 | val_loss: 0.0311702 | Time: 2761.53 ms [2022-02-04 00:17:47 main:574] : INFO : Epoch 1815 | loss: 0.031168 | val_loss: 0.0311673 | Time: 2760.95 ms [2022-02-04 00:17:49 main:574] : INFO : Epoch 1816 | loss: 0.0311668 | val_loss: 0.0311672 | Time: 2759.1 ms [2022-02-04 00:17:52 main:574] : INFO : Epoch 1817 | loss: 0.0311681 | val_loss: 0.0311681 | Time: 2765.85 ms [2022-02-04 00:17:55 main:574] : INFO : Epoch 1818 | loss: 0.0311683 | val_loss: 0.0311717 | Time: 2763.43 ms [2022-02-04 00:17:58 main:574] : INFO : Epoch 1819 | loss: 0.0311672 | val_loss: 0.0311671 | Time: 2759.77 ms [2022-02-04 00:18:01 main:574] : INFO : Epoch 1820 | loss: 0.0311663 | val_loss: 0.0311656 | Time: 2754.69 ms [2022-02-04 00:18:03 main:574] : INFO : Epoch 1821 | loss: 0.0311671 | val_loss: 0.0311669 | Time: 2765.63 ms [2022-02-04 00:18:06 main:574] : INFO : Epoch 1822 | loss: 0.0311679 | val_loss: 0.0311694 | Time: 2761.23 ms [2022-02-04 00:18:09 main:574] : INFO : Epoch 1823 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 2757.31 ms [2022-02-04 00:18:12 main:574] : INFO : Epoch 1824 | loss: 0.0311671 | val_loss: 0.0311679 | Time: 2752.18 ms [2022-02-04 00:18:14 main:574] : INFO : Epoch 1825 | loss: 0.031168 | val_loss: 0.0311659 | Time: 2767.05 ms [2022-02-04 00:18:17 main:574] : INFO : Epoch 1826 | loss: 0.0311666 | val_loss: 0.0311668 | Time: 2758.12 ms [2022-02-04 00:18:20 main:574] : INFO : Epoch 1827 | loss: 0.031166 | val_loss: 0.0311686 | Time: 2762.4 ms [2022-02-04 00:18:23 main:574] : INFO : Epoch 1828 | loss: 0.031167 | val_loss: 0.0311675 | Time: 2762.06 ms [2022-02-04 00:18:25 main:574] : INFO : Epoch 1829 | loss: 0.0311662 | val_loss: 0.0311676 | Time: 2761.16 ms [2022-02-04 00:18:28 main:574] : INFO : Epoch 1830 | loss: 0.0311665 | val_loss: 0.0311678 | Time: 2758.17 ms [2022-02-04 00:18:31 main:574] : INFO : Epoch 1831 | loss: 0.0311663 | val_loss: 0.0311674 | Time: 2761.44 ms [2022-02-04 00:18:34 main:574] : INFO : Epoch 1832 | loss: 0.0311679 | val_loss: 0.0311666 | Time: 2755.66 ms [2022-02-04 00:18:37 main:574] : INFO : Epoch 1833 | loss: 0.031167 | val_loss: 0.0311681 | Time: 2761.93 ms [2022-02-04 00:18:39 main:574] : INFO : Epoch 1834 | loss: 0.0311667 | val_loss: 0.0311689 | Time: 2761.54 ms [2022-02-04 00:18:42 main:574] : INFO : Epoch 1835 | loss: 0.0311671 | val_loss: 0.0311673 | Time: 2758.92 ms [2022-02-04 00:18:45 main:574] : INFO : Epoch 1836 | loss: 0.0311672 | val_loss: 0.0311688 | Time: 2760.92 ms [2022-02-04 00:18:48 main:574] : INFO : Epoch 1837 | loss: 0.031168 | val_loss: 0.0311791 | Time: 2766.76 ms [2022-02-04 00:18:50 main:574] : INFO : Epoch 1838 | loss: 0.0311702 | val_loss: 0.0311683 | Time: 2759.41 ms [2022-02-04 00:18:53 main:574] : INFO : Epoch 1839 | loss: 0.031168 | val_loss: 0.0311676 | Time: 2765.03 ms [2022-02-04 00:18:56 main:574] : INFO : Epoch 1840 | loss: 0.0311687 | val_loss: 0.0311697 | Time: 2758.29 ms [2022-02-04 00:18:59 main:574] : INFO : Epoch 1841 | loss: 0.031168 | val_loss: 0.031168 | Time: 2765.5 ms [2022-02-04 00:19:01 main:574] : INFO : Epoch 1842 | loss: 0.0311667 | val_loss: 0.0311679 | Time: 2762.07 ms [2022-02-04 00:19:04 main:574] : INFO : Epoch 1843 | loss: 0.0311653 | val_loss: 0.0311647 | Time: 2763.87 ms [2022-02-04 00:19:07 main:574] : INFO : Epoch 1844 | loss: 0.031166 | val_loss: 0.0311646 | Time: 2753.14 ms [2022-02-04 00:19:10 main:574] : INFO : Epoch 1845 | loss: 0.0311674 | val_loss: 0.0311658 | Time: 2760.11 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro K2200) [2022-02-06 18:35:36 main:435] : INFO : Set logging level to 1 [2022-02-06 18:35:36 main:441] : INFO : Running in BOINC Client mode [2022-02-06 18:35:36 main:444] : INFO : Resolving all filenames Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro K2200) [2022-02-06 18:35:43 main:435] : INFO : Set logging level to 1 [2022-02-06 18:35:43 main:441] : INFO : Running in BOINC Client mode [2022-02-06 18:35:43 main:444] : INFO : Resolving all filenames [2022-02-06 18:35:43 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-06 18:35:43 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-06 18:35:43 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-06 18:35:43 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-06 18:35:43 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-06 18:35:43 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-06 18:35:43 main:474] : INFO : Configuration: [2022-02-06 18:35:43 main:475] : INFO : Model type: GRU [2022-02-06 18:35:43 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-06 18:35:43 main:477] : INFO : Max Epochs: 2048 [2022-02-06 18:35:43 main:478] : INFO : Batch Size: 128 [2022-02-06 18:35:43 main:479] : INFO : Learning Rate: 0.01 [2022-02-06 18:35:43 main:480] : INFO : Patience: 10 [2022-02-06 18:35:43 main:481] : INFO : Hidden Width: 12 [2022-02-06 18:35:43 main:482] : INFO : # Recurrent Layers: 4 [2022-02-06 18:35:43 main:483] : INFO : # Backend Layers: 4 [2022-02-06 18:35:43 main:484] : INFO : # Threads: 1 [2022-02-06 18:35:43 main:486] : INFO : Preparing Dataset [2022-02-06 18:35:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-06 18:35:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-06 18:35:46 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-06 18:35:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-06 18:35:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-06 18:35:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-06 18:35:46 main:494] : INFO : Creating Model [2022-02-06 18:35:46 main:507] : INFO : Preparing config file [2022-02-06 18:35:46 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-06 18:35:46 main:512] : INFO : Loading config [2022-02-06 18:35:46 main:514] : INFO : Loading state [2022-02-06 18:35:47 main:559] : INFO : Loading DataLoader into Memory [2022-02-06 18:35:47 main:562] : INFO : Starting Training [2022-02-06 18:35:51 main:574] : INFO : Epoch 1783 | loss: 0.0312032 | val_loss: 0.0311756 | Time: 3365.01 ms [2022-02-06 18:35:54 main:574] : INFO : Epoch 1784 | loss: 0.0311725 | val_loss: 0.0311691 | Time: 2982.74 ms [2022-02-06 18:35:57 main:574] : INFO : Epoch 1785 | loss: 0.0311704 | val_loss: 0.0311675 | Time: 2984.05 ms [2022-02-06 18:36:00 main:574] : INFO : Epoch 1786 | loss: 0.0311712 | val_loss: 0.0311672 | Time: 2882.38 ms [2022-02-06 18:36:02 main:574] : INFO : Epoch 1787 | loss: 0.0311684 | val_loss: 0.0311684 | Time: 2949.65 ms [2022-02-06 18:36:05 main:574] : INFO : Epoch 1788 | loss: 0.0311698 | val_loss: 0.0311719 | Time: 2976.62 ms [2022-02-06 18:36:08 main:574] : INFO : Epoch 1789 | loss: 0.0311707 | val_loss: 0.0311703 | Time: 2960.31 ms [2022-02-06 18:36:11 main:574] : INFO : Epoch 1790 | loss: 0.0311697 | val_loss: 0.0311683 | Time: 2954.75 ms [2022-02-06 18:36:14 main:574] : INFO : Epoch 1791 | loss: 0.0311712 | val_loss: 0.0311697 | Time: 3021.52 ms [2022-02-06 18:36:17 main:574] : INFO : Epoch 1792 | loss: 0.0311716 | val_loss: 0.0311725 | Time: 2995.85 ms [2022-02-06 18:36:20 main:574] : INFO : Epoch 1793 | loss: 0.0311711 | val_loss: 0.0311706 | Time: 2880.89 ms [2022-02-06 18:36:23 main:574] : INFO : Epoch 1794 | loss: 0.0311733 | val_loss: 0.031175 | Time: 3010.91 ms [2022-02-06 18:36:26 main:574] : INFO : Epoch 1795 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 2974.73 ms [2022-02-06 18:36:29 main:574] : INFO : Epoch 1796 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 2904.68 ms [2022-02-06 18:36:32 main:574] : INFO : Epoch 1797 | loss: 0.0311762 | val_loss: 0.0311726 | Time: 2947.82 ms [2022-02-06 18:36:35 main:574] : INFO : Epoch 1798 | loss: 0.0311734 | val_loss: 0.0311717 | Time: 2973.19 ms [2022-02-06 18:36:38 main:574] : INFO : Epoch 1799 | loss: 0.031173 | val_loss: 0.0311705 | Time: 2935.61 ms [2022-02-06 18:36:41 main:574] : INFO : Epoch 1800 | loss: 0.0311754 | val_loss: 0.0311761 | Time: 2886.46 ms [2022-02-06 18:36:44 main:574] : INFO : Epoch 1801 | loss: 0.0311761 | val_loss: 0.0311745 | Time: 2981.66 ms [2022-02-06 18:36:47 main:574] : INFO : Epoch 1802 | loss: 0.0311779 | val_loss: 0.031178 | Time: 3007.64 ms [2022-02-06 18:36:50 main:574] : INFO : Epoch 1803 | loss: 0.0311784 | val_loss: 0.0311767 | Time: 2884.79 ms [2022-02-06 18:36:53 main:574] : INFO : Epoch 1804 | loss: 0.0311776 | val_loss: 0.0311758 | Time: 3119.35 ms [2022-02-06 18:36:56 main:574] : INFO : Epoch 1805 | loss: 0.0311765 | val_loss: 0.0311745 | Time: 2950.99 ms [2022-02-06 18:36:59 main:574] : INFO : Epoch 1806 | loss: 0.0311761 | val_loss: 0.0311745 | Time: 2894.47 ms [2022-02-06 18:37:02 main:574] : INFO : Epoch 1807 | loss: 0.0311767 | val_loss: 0.0311745 | Time: 3004.02 ms [2022-02-06 18:37:05 main:574] : INFO : Epoch 1808 | loss: 0.0311761 | val_loss: 0.0311746 | Time: 3040.45 ms [2022-02-06 18:37:08 main:574] : INFO : Epoch 1809 | loss: 0.0311763 | val_loss: 0.0311785 | Time: 2942 ms [2022-02-06 18:37:11 main:574] : INFO : Epoch 1810 | loss: 0.0311769 | val_loss: 0.0311765 | Time: 2872.03 ms [2022-02-06 18:37:14 main:574] : INFO : Epoch 1811 | loss: 0.0311762 | val_loss: 0.0311753 | Time: 2953.21 ms [2022-02-06 18:37:17 main:574] : INFO : Epoch 1812 | loss: 0.0311846 | val_loss: 0.0311917 | Time: 2980.72 ms [2022-02-06 18:37:20 main:574] : INFO : Epoch 1813 | loss: 0.0312018 | val_loss: 0.0311993 | Time: 2878 ms [2022-02-06 18:37:22 main:574] : INFO : Epoch 1814 | loss: 0.0312019 | val_loss: 0.031197 | Time: 2925.32 ms [2022-02-06 18:37:25 main:574] : INFO : Epoch 1815 | loss: 0.0311996 | val_loss: 0.0311968 | Time: 2954.02 ms [2022-02-06 18:37:28 main:574] : INFO : Epoch 1816 | loss: 0.0311988 | val_loss: 0.0312021 | Time: 2913.04 ms [2022-02-06 18:37:31 main:574] : INFO : Epoch 1817 | loss: 0.0312012 | val_loss: 0.0312001 | Time: 2885.39 ms [2022-02-06 18:37:34 main:574] : INFO : Epoch 1818 | loss: 0.031201 | val_loss: 0.0311966 | Time: 2981.06 ms [2022-02-06 18:37:37 main:574] : INFO : Epoch 1819 | loss: 0.0311961 | val_loss: 0.0311925 | Time: 2958.53 ms [2022-02-06 18:37:40 main:574] : INFO : Epoch 1820 | loss: 0.0311954 | val_loss: 0.0311932 | Time: 2887.87 ms [2022-02-06 18:37:43 main:574] : INFO : Epoch 1821 | loss: 0.0311951 | val_loss: 0.0311924 | Time: 2967.99 ms [2022-02-06 18:37:46 main:574] : INFO : Epoch 1822 | loss: 0.0311958 | val_loss: 0.031193 | Time: 2970.52 ms [2022-02-06 18:37:49 main:574] : INFO : Epoch 1823 | loss: 0.0311965 | val_loss: 0.0311928 | Time: 2905.39 ms [2022-02-06 18:37:52 main:574] : INFO : Epoch 1824 | loss: 0.0311952 | val_loss: 0.031194 | Time: 2917.78 ms [2022-02-06 18:37:55 main:574] : INFO : Epoch 1825 | loss: 0.0311971 | val_loss: 0.0311921 | Time: 2955.29 ms [2022-02-06 18:37:58 main:574] : INFO : Epoch 1826 | loss: 0.0311956 | val_loss: 0.0311964 | Time: 2936.35 ms [2022-02-06 18:38:01 main:574] : INFO : Epoch 1827 | loss: 0.0311947 | val_loss: 0.0311926 | Time: 2879.79 ms [2022-02-06 18:38:04 main:574] : INFO : Epoch 1828 | loss: 0.0311946 | val_loss: 0.0311938 | Time: 2976.5 ms [2022-02-06 18:38:07 main:574] : INFO : Epoch 1829 | loss: 0.0311956 | val_loss: 0.0311948 | Time: 2957.46 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro K2200) [2022-02-08 07:42:17 main:435] : INFO : Set logging level to 1 [2022-02-08 07:42:17 main:441] : INFO : Running in BOINC Client mode [2022-02-08 07:42:17 main:444] : INFO : Resolving all filenames [2022-02-08 07:42:17 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-08 07:42:17 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro K2200) Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro K2200) [2022-02-09 07:32:48 main:435] : INFO : Set logging level to 1 [2022-02-09 07:32:48 main:441] : INFO : Running in BOINC Client mode [2022-02-09 07:32:48 main:444] : INFO : Resolving all filenames [2022-02-09 07:32:48 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-09 07:32:48 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-09 07:32:48 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-09 07:32:48 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-09 07:32:48 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-09 07:32:48 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-09 07:32:48 main:474] : INFO : Configuration: [2022-02-09 07:32:48 main:475] : INFO : Model type: GRU [2022-02-09 07:32:48 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-09 07:32:48 main:477] : INFO : Max Epochs: 2048 [2022-02-09 07:32:48 main:478] : INFO : Batch Size: 128 [2022-02-09 07:32:48 main:479] : INFO : Learning Rate: 0.01 [2022-02-09 07:32:48 main:480] : INFO : Patience: 10 [2022-02-09 07:32:48 main:481] : INFO : Hidden Width: 12 [2022-02-09 07:32:48 main:482] : INFO : # Recurrent Layers: 4 [2022-02-09 07:32:48 main:483] : INFO : # Backend Layers: 4 [2022-02-09 07:32:48 main:484] : INFO : # Threads: 1 [2022-02-09 07:32:48 main:486] : INFO : Preparing Dataset [2022-02-09 07:32:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-09 07:32:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-09 07:32:50 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-09 07:32:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-09 07:32:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-09 07:32:51 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-09 07:32:51 main:494] : INFO : Creating Model [2022-02-09 07:32:51 main:507] : INFO : Preparing config file [2022-02-09 07:32:51 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-09 07:32:51 main:512] : INFO : Loading config [2022-02-09 07:32:51 main:514] : INFO : Loading state [2022-02-09 07:32:52 main:559] : INFO : Loading DataLoader into Memory [2022-02-09 07:32:52 main:562] : INFO : Starting Training [2022-02-09 07:32:55 main:574] : INFO : Epoch 1783 | loss: 0.031209 | val_loss: 0.0311732 | Time: 3241.95 ms [2022-02-09 07:32:58 main:574] : INFO : Epoch 1784 | loss: 0.0311737 | val_loss: 0.0311716 | Time: 2726.59 ms [2022-02-09 07:33:00 main:574] : INFO : Epoch 1785 | loss: 0.0311703 | val_loss: 0.0311683 | Time: 2740 ms [2022-02-09 07:33:03 main:574] : INFO : Epoch 1786 | loss: 0.0311699 | val_loss: 0.0311706 | Time: 2743.03 ms [2022-02-09 07:33:06 main:574] : INFO : Epoch 1787 | loss: 0.0311701 | val_loss: 0.031169 | Time: 2763.21 ms [2022-02-09 07:33:09 main:574] : INFO : Epoch 1788 | loss: 0.031169 | val_loss: 0.031168 | Time: 2760.01 ms [2022-02-09 07:33:11 main:574] : INFO : Epoch 1789 | loss: 0.0311684 | val_loss: 0.031169 | Time: 2768.59 ms [2022-02-09 07:33:14 main:574] : INFO : Epoch 1790 | loss: 0.0311695 | val_loss: 0.0311686 | Time: 2762.64 ms [2022-02-09 07:33:17 main:574] : INFO : Epoch 1791 | loss: 0.0311693 | val_loss: 0.0311689 | Time: 2758.04 ms [2022-02-09 07:33:20 main:574] : INFO : Epoch 1792 | loss: 0.0311693 | val_loss: 0.03117 | Time: 2764.8 ms [2022-02-09 07:33:22 main:574] : INFO : Epoch 1793 | loss: 0.0311682 | val_loss: 0.031167 | Time: 2764.64 ms [2022-02-09 07:33:25 main:574] : INFO : Epoch 1794 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 2755.28 ms [2022-02-09 07:33:28 main:574] : INFO : Epoch 1795 | loss: 0.031172 | val_loss: 0.0311715 | Time: 2764.51 ms [2022-02-09 07:33:31 main:574] : INFO : Epoch 1796 | loss: 0.0311724 | val_loss: 0.0311712 | Time: 2761.22 ms [2022-02-09 07:33:34 main:574] : INFO : Epoch 1797 | loss: 0.031173 | val_loss: 0.0311722 | Time: 2757.83 ms [2022-02-09 07:33:36 main:574] : INFO : Epoch 1798 | loss: 0.0311743 | val_loss: 0.0311744 | Time: 2758.9 ms [2022-02-09 07:33:39 main:574] : INFO : Epoch 1799 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 2765.9 ms [2022-02-09 07:33:42 main:574] : INFO : Epoch 1800 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 2771.03 ms [2022-02-09 07:33:45 main:574] : INFO : Epoch 1801 | loss: 0.0311747 | val_loss: 0.0311699 | Time: 2765.25 ms [2022-02-09 07:33:47 main:574] : INFO : Epoch 1802 | loss: 0.0311706 | val_loss: 0.0311706 | Time: 2828.8 ms [2022-02-09 07:33:51 main:574] : INFO : Epoch 1803 | loss: 0.0311715 | val_loss: 0.0311701 | Time: 3669.04 ms [2022-02-09 07:34:04 main:574] : INFO : Epoch 1804 | loss: 0.0311724 | val_loss: 0.0311726 | Time: 13133.6 ms [2022-02-09 07:34:07 main:574] : INFO : Epoch 1805 | loss: 0.0311718 | val_loss: 0.0311726 | Time: 2761.94 ms [2022-02-09 07:34:10 main:574] : INFO : Epoch 1806 | loss: 0.0311744 | val_loss: 0.0311726 | Time: 2757.89 ms [2022-02-09 07:34:13 main:574] : INFO : Epoch 1807 | loss: 0.0311761 | val_loss: 0.031173 | Time: 2763.11 ms [2022-02-09 07:34:15 main:574] : INFO : Epoch 1808 | loss: 0.0311784 | val_loss: 0.0311713 | Time: 2762.76 ms [2022-02-09 07:34:18 main:574] : INFO : Epoch 1809 | loss: 0.0311749 | val_loss: 0.0311762 | Time: 2759.99 ms [2022-02-09 07:34:21 main:574] : INFO : Epoch 1810 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 2759.93 ms [2022-02-09 07:34:24 main:574] : INFO : Epoch 1811 | loss: 0.0311783 | val_loss: 0.0311754 | Time: 2767.99 ms [2022-02-09 07:34:26 main:574] : INFO : Epoch 1812 | loss: 0.0311748 | val_loss: 0.0311722 | Time: 2765.6 ms [2022-02-09 07:34:29 main:574] : INFO : Epoch 1813 | loss: 0.0311743 | val_loss: 0.0311721 | Time: 2764.26 ms [2022-02-09 07:34:32 main:574] : INFO : Epoch 1814 | loss: 0.0311734 | val_loss: 0.0311709 | Time: 2766.27 ms [2022-02-09 07:34:35 main:574] : INFO : Epoch 1815 | loss: 0.0311729 | val_loss: 0.0311717 | Time: 2755.02 ms [2022-02-09 07:34:37 main:574] : INFO : Epoch 1816 | loss: 0.0311737 | val_loss: 0.0311715 | Time: 2761.89 ms [2022-02-09 07:34:40 main:574] : INFO : Epoch 1817 | loss: 0.0311722 | val_loss: 0.0311711 | Time: 2760.87 ms [2022-02-09 07:34:43 main:574] : INFO : Epoch 1818 | loss: 0.0311725 | val_loss: 0.0311704 | Time: 2757.93 ms [2022-02-09 07:34:46 main:574] : INFO : Epoch 1819 | loss: 0.0311726 | val_loss: 0.0311716 | Time: 2757.34 ms [2022-02-09 07:34:49 main:574] : INFO : Epoch 1820 | loss: 0.0311715 | val_loss: 0.0311725 | Time: 2777.88 ms [2022-02-09 07:34:51 main:574] : INFO : Epoch 1821 | loss: 0.0311711 | val_loss: 0.0311702 | Time: 2763.38 ms [2022-02-09 07:34:54 main:574] : INFO : Epoch 1822 | loss: 0.0311703 | val_loss: 0.0311695 | Time: 2760.93 ms [2022-02-09 07:34:57 main:574] : INFO : Epoch 1823 | loss: 0.0311716 | val_loss: 0.0311725 | Time: 2762.27 ms [2022-02-09 07:35:00 main:574] : INFO : Epoch 1824 | loss: 0.0311736 | val_loss: 0.0311721 | Time: 2757.93 ms [2022-02-09 07:35:02 main:574] : INFO : Epoch 1825 | loss: 0.0311747 | val_loss: 0.031172 | Time: 2761.82 ms [2022-02-09 07:35:05 main:574] : INFO : Epoch 1826 | loss: 0.0311737 | val_loss: 0.031171 | Time: 2764.89 ms [2022-02-09 07:35:08 main:574] : INFO : Epoch 1827 | loss: 0.0311731 | val_loss: 0.0311718 | Time: 2768.53 ms [2022-02-09 07:35:11 main:574] : INFO : Epoch 1828 | loss: 0.0311719 | val_loss: 0.0311711 | Time: 2768.23 ms [2022-02-09 07:35:13 main:574] : INFO : Epoch 1829 | loss: 0.0311717 | val_loss: 0.0311704 | Time: 2763.22 ms [2022-02-09 07:35:16 main:574] : INFO : Epoch 1830 | loss: 0.0311712 | val_loss: 0.0311721 | Time: 2765.08 ms [2022-02-09 07:35:19 main:574] : INFO : Epoch 1831 | loss: 0.0311708 | val_loss: 0.0311718 | Time: 2764.1 ms [2022-02-09 07:35:22 main:574] : INFO : Epoch 1832 | loss: 0.0311717 | val_loss: 0.0311737 | Time: 2762.3 ms [2022-02-09 07:35:24 main:574] : INFO : Epoch 1833 | loss: 0.031171 | val_loss: 0.0311717 | Time: 2763.48 ms [2022-02-09 07:35:27 main:574] : INFO : Epoch 1834 | loss: 0.031171 | val_loss: 0.0311725 | Time: 2756.42 ms [2022-02-09 07:35:30 main:574] : INFO : Epoch 1835 | loss: 0.0311718 | val_loss: 0.0311721 | Time: 2763.8 ms [2022-02-09 07:35:33 main:574] : INFO : Epoch 1836 | loss: 0.0311715 | val_loss: 0.0311719 | Time: 2762.09 ms [2022-02-09 07:35:36 main:574] : INFO : Epoch 1837 | loss: 0.0311697 | val_loss: 0.0311712 | Time: 2763.42 ms [2022-02-09 07:35:38 main:574] : INFO : Epoch 1838 | loss: 0.0311695 | val_loss: 0.0311696 | Time: 2766.92 ms [2022-02-09 07:35:41 main:574] : INFO : Epoch 1839 | loss: 0.0311702 | val_loss: 0.0311699 | Time: 2761.58 ms [2022-02-09 07:35:44 main:574] : INFO : Epoch 1840 | loss: 0.0311687 | val_loss: 0.03117 | Time: 2765.12 ms [2022-02-09 07:35:47 main:574] : INFO : Epoch 1841 | loss: 0.0311678 | val_loss: 0.0311698 | Time: 2767.29 ms [2022-02-09 07:35:49 main:574] : INFO : Epoch 1842 | loss: 0.0311674 | val_loss: 0.0311696 | Time: 2764.5 ms [2022-02-09 07:35:52 main:574] : INFO : Epoch 1843 | loss: 0.0311737 | val_loss: 0.0311832 | Time: 2762.45 ms [2022-02-09 07:35:55 main:574] : INFO : Epoch 1844 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 2763.6 ms [2022-02-09 07:35:58 main:574] : INFO : Epoch 1845 | loss: 0.0311776 | val_loss: 0.0311727 | Time: 2759.79 ms [2022-02-09 07:36:00 main:574] : INFO : Epoch 1846 | loss: 0.0311765 | val_loss: 0.0311736 | Time: 2763.88 ms [2022-02-09 07:36:03 main:574] : INFO : Epoch 1847 | loss: 0.0311761 | val_loss: 0.0311725 | Time: 2767.56 ms [2022-02-09 07:36:06 main:574] : INFO : Epoch 1848 | loss: 0.0311739 | val_loss: 0.0311768 | Time: 2761.79 ms [2022-02-09 07:36:09 main:574] : INFO : Epoch 1849 | loss: 0.0311725 | val_loss: 0.0311704 | Time: 2763.83 ms [2022-02-09 07:36:12 main:574] : INFO : Epoch 1850 | loss: 0.031171 | val_loss: 0.0311692 | Time: 2762.12 ms [2022-02-09 07:36:14 main:574] : INFO : Epoch 1851 | loss: 0.0311724 | val_loss: 0.0311696 | Time: 2763.67 ms [2022-02-09 07:36:17 main:574] : INFO : Epoch 1852 | loss: 0.0311705 | val_loss: 0.0311698 | Time: 2764.64 ms [2022-02-09 07:36:20 main:574] : INFO : Epoch 1853 | loss: 0.0311704 | val_loss: 0.0311709 | Time: 2764.66 ms [2022-02-09 07:36:23 main:574] : INFO : Epoch 1854 | loss: 0.0311698 | val_loss: 0.0311687 | Time: 2763.06 ms [2022-02-09 07:36:25 main:574] : INFO : Epoch 1855 | loss: 0.0311709 | val_loss: 0.031173 | Time: 2767.53 ms [2022-02-09 07:36:28 main:574] : INFO : Epoch 1856 | loss: 0.0311712 | val_loss: 0.0311689 | Time: 2766.55 ms [2022-02-09 07:36:31 main:574] : INFO : Epoch 1857 | loss: 0.0311703 | val_loss: 0.0311759 | Time: 2758.38 ms [2022-02-09 07:36:34 main:574] : INFO : Epoch 1858 | loss: 0.0311727 | val_loss: 0.0311712 | Time: 2757.66 ms [2022-02-09 07:36:36 main:574] : INFO : Epoch 1859 | loss: 0.0311724 | val_loss: 0.031168 | Time: 2768.21 ms [2022-02-09 07:36:39 main:574] : INFO : Epoch 1860 | loss: 0.0311716 | val_loss: 0.0311707 | Time: 2761.91 ms [2022-02-09 07:36:42 main:574] : INFO : Epoch 1861 | loss: 0.0311729 | val_loss: 0.0311693 | Time: 2762.89 ms [2022-02-09 07:36:45 main:574] : INFO : Epoch 1862 | loss: 0.0311687 | val_loss: 0.0311659 | Time: 2769.55 ms [2022-02-09 07:36:48 main:574] : INFO : Epoch 1863 | loss: 0.0311689 | val_loss: 0.0311674 | Time: 2769.73 ms [2022-02-09 07:36:50 main:574] : INFO : Epoch 1864 | loss: 0.031168 | val_loss: 0.0311672 | Time: 2768.11 ms [2022-02-09 07:36:53 main:574] : INFO : Epoch 1865 | loss: 0.0311674 | val_loss: 0.0311655 | Time: 2764.16 ms [2022-02-09 07:36:56 main:574] : INFO : Epoch 1866 | loss: 0.0311667 | val_loss: 0.0311654 | Time: 2764.72 ms [2022-02-09 07:36:59 main:574] : INFO : Epoch 1867 | loss: 0.0311672 | val_loss: 0.0311655 | Time: 2870.46 ms [2022-02-09 07:37:02 main:574] : INFO : Epoch 1868 | loss: 0.031166 | val_loss: 0.0311649 | Time: 2779.74 ms [2022-02-09 07:37:05 main:574] : INFO : Epoch 1869 | loss: 0.0311703 | val_loss: 0.0311674 | Time: 3358.7 ms [2022-02-09 07:37:08 main:574] : INFO : Epoch 1870 | loss: 0.0311694 | val_loss: 0.0311676 | Time: 2774.89 ms [2022-02-09 07:37:10 main:574] : INFO : Epoch 1871 | loss: 0.0311685 | val_loss: 0.0311659 | Time: 2769.45 ms [2022-02-09 07:37:13 main:574] : INFO : Epoch 1872 | loss: 0.0311688 | val_loss: 0.0311686 | Time: 2905.95 ms [2022-02-09 07:37:16 main:574] : INFO : Epoch 1873 | loss: 0.031168 | val_loss: 0.0311656 | Time: 2764.19 ms [2022-02-09 07:37:19 main:574] : INFO : Epoch 1874 | loss: 0.031169 | val_loss: 0.0311698 | Time: 2765.8 ms [2022-02-09 07:37:22 main:574] : INFO : Epoch 1875 | loss: 0.0311702 | val_loss: 0.031171 | Time: 2854.07 ms [2022-02-09 07:37:24 main:574] : INFO : Epoch 1876 | loss: 0.031168 | val_loss: 0.0311667 | Time: 2761.79 ms [2022-02-09 07:37:27 main:574] : INFO : Epoch 1877 | loss: 0.0311686 | val_loss: 0.0311669 | Time: 2763.05 ms [2022-02-09 07:37:30 main:574] : INFO : Epoch 1878 | loss: 0.0311677 | val_loss: 0.031168 | Time: 2769.09 ms [2022-02-09 07:37:33 main:574] : INFO : Epoch 1879 | loss: 0.0311664 | val_loss: 0.0311668 | Time: 2764.66 ms [2022-02-09 07:37:36 main:574] : INFO : Epoch 1880 | loss: 0.0311668 | val_loss: 0.0311659 | Time: 2765.83 ms [2022-02-09 07:37:38 main:574] : INFO : Epoch 1881 | loss: 0.0311663 | val_loss: 0.0311672 | Time: 2766.11 ms [2022-02-09 07:37:41 main:574] : INFO : Epoch 1882 | loss: 0.0311682 | val_loss: 0.0311693 | Time: 2770.41 ms [2022-02-09 07:37:44 main:574] : INFO : Epoch 1883 | loss: 0.0311701 | val_loss: 0.0311718 | Time: 2764.04 ms [2022-02-09 07:37:47 main:574] : INFO : Epoch 1884 | loss: 0.0311707 | val_loss: 0.0311685 | Time: 2763.08 ms [2022-02-09 07:37:49 main:574] : INFO : Epoch 1885 | loss: 0.0311684 | val_loss: 0.0311714 | Time: 2758.54 ms [2022-02-09 07:37:52 main:574] : INFO : Epoch 1886 | loss: 0.0311682 | val_loss: 0.0311684 | Time: 2762.76 ms [2022-02-09 07:37:55 main:574] : INFO : Epoch 1887 | loss: 0.0311665 | val_loss: 0.0311659 | Time: 2759.01 ms [2022-02-09 07:37:58 main:574] : INFO : Epoch 1888 | loss: 0.0311663 | val_loss: 0.0311658 | Time: 2763.53 ms [2022-02-09 07:38:00 main:574] : INFO : Epoch 1889 | loss: 0.0311654 | val_loss: 0.0311709 | Time: 2761.71 ms [2022-02-09 07:38:03 main:574] : INFO : Epoch 1890 | loss: 0.0311723 | val_loss: 0.0311694 | Time: 2765.23 ms [2022-02-09 07:38:06 main:574] : INFO : Epoch 1891 | loss: 0.0311708 | val_loss: 0.0311723 | Time: 2758.5 ms [2022-02-09 07:38:09 main:574] : INFO : Epoch 1892 | loss: 0.031171 | val_loss: 0.0311683 | Time: 2757.45 ms [2022-02-09 07:38:12 main:574] : INFO : Epoch 1893 | loss: 0.0311744 | val_loss: 0.0311715 | Time: 2769.24 ms [2022-02-09 07:38:14 main:574] : INFO : Epoch 1894 | loss: 0.0311711 | val_loss: 0.0311717 | Time: 2763.6 ms [2022-02-09 07:38:17 main:574] : INFO : Epoch 1895 | loss: 0.0311715 | val_loss: 0.0311686 | Time: 2759.42 ms [2022-02-09 07:38:20 main:574] : INFO : Epoch 1896 | loss: 0.0311719 | val_loss: 0.0311679 | Time: 2764.94 ms [2022-02-09 07:38:23 main:574] : INFO : Epoch 1897 | loss: 0.0311744 | val_loss: 0.0311707 | Time: 2760.65 ms [2022-02-09 07:38:25 main:574] : INFO : Epoch 1898 | loss: 0.031171 | val_loss: 0.0311673 | Time: 2762.62 ms [2022-02-09 07:38:28 main:574] : INFO : Epoch 1899 | loss: 0.0311709 | val_loss: 0.031169 | Time: 2763.28 ms [2022-02-09 07:38:31 main:574] : INFO : Epoch 1900 | loss: 0.0311758 | val_loss: 0.0311714 | Time: 2766.43 ms [2022-02-09 07:38:34 main:574] : INFO : Epoch 1901 | loss: 0.0311783 | val_loss: 0.031174 | Time: 2762.2 ms [2022-02-09 07:38:36 main:574] : INFO : Epoch 1902 | loss: 0.0311761 | val_loss: 0.0311714 | Time: 2765.16 ms [2022-02-09 07:38:39 main:574] : INFO : Epoch 1903 | loss: 0.0311741 | val_loss: 0.0311697 | Time: 2763.49 ms [2022-02-09 07:38:42 main:574] : INFO : Epoch 1904 | loss: 0.0311735 | val_loss: 0.0311677 | Time: 2765.4 ms [2022-02-09 07:38:45 main:574] : INFO : Epoch 1905 | loss: 0.031171 | val_loss: 0.0311671 | Time: 2765.42 ms [2022-02-09 07:38:47 main:574] : INFO : Epoch 1906 | loss: 0.0311708 | val_loss: 0.0311668 | Time: 2763.81 ms [2022-02-09 07:38:50 main:574] : INFO : Epoch 1907 | loss: 0.0311738 | val_loss: 0.0311701 | Time: 2764.2 ms [2022-02-09 07:38:53 main:574] : INFO : Epoch 1908 | loss: 0.0311716 | val_loss: 0.0311668 | Time: 2768.12 ms [2022-02-09 07:38:56 main:574] : INFO : Epoch 1909 | loss: 0.0311695 | val_loss: 0.0311674 | Time: 2761.45 ms [2022-02-09 07:38:59 main:574] : INFO : Epoch 1910 | loss: 0.0311692 | val_loss: 0.0311667 | Time: 2764.68 ms [2022-02-09 07:39:01 main:574] : INFO : Epoch 1911 | loss: 0.0311691 | val_loss: 0.031168 | Time: 2761.38 ms [2022-02-09 07:39:04 main:574] : INFO : Epoch 1912 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 2763.7 ms [2022-02-09 07:39:07 main:574] : INFO : Epoch 1913 | loss: 0.0311761 | val_loss: 0.0311702 | Time: 2766.57 ms [2022-02-09 07:39:10 main:574] : INFO : Epoch 1914 | loss: 0.0311722 | val_loss: 0.0311667 | Time: 2767.04 ms [2022-02-09 07:39:12 main:574] : INFO : Epoch 1915 | loss: 0.0311716 | val_loss: 0.0311705 | Time: 2764.9 ms [2022-02-09 07:39:15 main:574] : INFO : Epoch 1916 | loss: 0.0311705 | val_loss: 0.0311685 | Time: 2763.45 ms [2022-02-09 07:39:18 main:574] : INFO : Epoch 1917 | loss: 0.0311695 | val_loss: 0.0311679 | Time: 2765.61 ms [2022-02-09 07:39:21 main:574] : INFO : Epoch 1918 | loss: 0.0311694 | val_loss: 0.0311686 | Time: 2755.73 ms [2022-02-09 07:39:23 main:574] : INFO : Epoch 1919 | loss: 0.0311693 | val_loss: 0.0311668 | Time: 2765.69 ms [2022-02-09 07:39:26 main:574] : INFO : Epoch 1920 | loss: 0.0311683 | val_loss: 0.0311682 | Time: 2765.1 ms [2022-02-09 07:39:29 main:574] : INFO : Epoch 1921 | loss: 0.0311697 | val_loss: 0.0311663 | Time: 2762.74 ms [2022-02-09 07:39:32 main:574] : INFO : Epoch 1922 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 2761.11 ms [2022-02-09 07:39:35 main:574] : INFO : Epoch 1923 | loss: 0.0311687 | val_loss: 0.0311667 | Time: 2757.52 ms [2022-02-09 07:39:37 main:574] : INFO : Epoch 1924 | loss: 0.0311676 | val_loss: 0.0311674 | Time: 2765.13 ms [2022-02-09 07:39:40 main:574] : INFO : Epoch 1925 | loss: 0.0311675 | val_loss: 0.0311686 | Time: 2765.67 ms [2022-02-09 07:39:43 main:574] : INFO : Epoch 1926 | loss: 0.0311667 | val_loss: 0.0311676 | Time: 2764.73 ms [2022-02-09 07:39:46 main:574] : INFO : Epoch 1927 | loss: 0.0311679 | val_loss: 0.0311679 | Time: 2764.36 ms [2022-02-09 07:39:50 main:574] : INFO : Epoch 1928 | loss: 0.0311714 | val_loss: 0.0311711 | Time: 4109.76 ms [2022-02-09 07:39:53 main:574] : INFO : Epoch 1929 | loss: 0.0311717 | val_loss: 0.0311692 | Time: 2762.36 ms [2022-02-09 07:39:55 main:574] : INFO : Epoch 1930 | loss: 0.0311737 | val_loss: 0.0311827 | Time: 2763.89 ms [2022-02-09 07:39:58 main:574] : INFO : Epoch 1931 | loss: 0.0311808 | val_loss: 0.0311788 | Time: 2759.05 ms [2022-02-09 07:40:01 main:574] : INFO : Epoch 1932 | loss: 0.0311808 | val_loss: 0.0311788 | Time: 2760.77 ms [2022-02-09 07:40:04 main:574] : INFO : Epoch 1933 | loss: 0.0311802 | val_loss: 0.031177 | Time: 2759.56 ms [2022-02-09 07:40:06 main:574] : INFO : Epoch 1934 | loss: 0.0311774 | val_loss: 0.0311759 | Time: 2770.1 ms [2022-02-09 07:40:09 main:574] : INFO : Epoch 1935 | loss: 0.0311768 | val_loss: 0.0311741 | Time: 2766.69 ms [2022-02-09 07:40:12 main:574] : INFO : Epoch 1936 | loss: 0.0311759 | val_loss: 0.0311759 | Time: 2762.66 ms [2022-02-09 07:40:15 main:574] : INFO : Epoch 1937 | loss: 0.0311743 | val_loss: 0.0311741 | Time: 2761.89 ms [2022-02-09 07:40:17 main:574] : INFO : Epoch 1938 | loss: 0.0311732 | val_loss: 0.0311713 | Time: 2766.72 ms [2022-02-09 07:40:20 main:574] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311733 | Time: 2766.04 ms [2022-02-09 07:40:23 main:574] : INFO : Epoch 1940 | loss: 0.0311717 | val_loss: 0.0311702 | Time: 2764.3 ms [2022-02-09 07:40:26 main:574] : INFO : Epoch 1941 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 2757.71 ms [2022-02-09 07:40:29 main:574] : INFO : Epoch 1942 | loss: 0.0311834 | val_loss: 0.0311802 | Time: 2766.5 ms [2022-02-09 07:40:31 main:574] : INFO : Epoch 1943 | loss: 0.0311803 | val_loss: 0.0311755 | Time: 2758.39 ms [2022-02-09 07:40:34 main:574] : INFO : Epoch 1944 | loss: 0.031178 | val_loss: 0.0311732 | Time: 2761.18 ms [2022-02-09 07:40:37 main:574] : INFO : Epoch 1945 | loss: 0.031176 | val_loss: 0.0311723 | Time: 2759.02 ms [2022-02-09 07:40:40 main:574] : INFO : Epoch 1946 | loss: 0.0311743 | val_loss: 0.0311725 | Time: 2764.14 ms [2022-02-09 07:40:42 main:574] : INFO : Epoch 1947 | loss: 0.0311844 | val_loss: 0.0311896 | Time: 2766.12 ms [2022-02-09 07:40:45 main:574] : INFO : Epoch 1948 | loss: 0.0311956 | val_loss: 0.0311906 | Time: 2764.04 ms [2022-02-09 07:40:48 main:574] : INFO : Epoch 1949 | loss: 0.031196 | val_loss: 0.0311898 | Time: 2762.76 ms [2022-02-09 07:40:51 main:574] : INFO : Epoch 1950 | loss: 0.0311954 | val_loss: 0.0311923 | Time: 2761.88 ms [2022-02-09 07:40:53 main:574] : INFO : Epoch 1951 | loss: 0.031196 | val_loss: 0.0311923 | Time: 2761.96 ms [2022-02-09 07:40:56 main:574] : INFO : Epoch 1952 | loss: 0.0311936 | val_loss: 0.031189 | Time: 2763.41 ms [2022-02-09 07:40:59 main:574] : INFO : Epoch 1953 | loss: 0.0311912 | val_loss: 0.0311887 | Time: 2761.48 ms [2022-02-09 07:41:02 main:574] : INFO : Epoch 1954 | loss: 0.0311921 | val_loss: 0.031188 | Time: 2765.83 ms [2022-02-09 07:41:05 main:574] : INFO : Epoch 1955 | loss: 0.0311942 | val_loss: 0.0311876 | Time: 2760.04 ms [2022-02-09 07:41:07 main:574] : INFO : Epoch 1956 | loss: 0.0311903 | val_loss: 0.0311877 | Time: 2761.35 ms [2022-02-09 07:41:10 main:574] : INFO : Epoch 1957 | loss: 0.0311918 | val_loss: 0.0311876 | Time: 2758.01 ms [2022-02-09 07:41:13 main:574] : INFO : Epoch 1958 | loss: 0.0311907 | val_loss: 0.0311915 | Time: 2765.64 ms [2022-02-09 07:41:16 main:574] : INFO : Epoch 1959 | loss: 0.031192 | val_loss: 0.0311935 | Time: 2760.39 ms [2022-02-09 07:41:18 main:574] : INFO : Epoch 1960 | loss: 0.0311932 | val_loss: 0.0311902 | Time: 2757.56 ms [2022-02-09 07:41:21 main:574] : INFO : Epoch 1961 | loss: 0.0311903 | val_loss: 0.0311874 | Time: 2758.91 ms [2022-02-09 07:41:24 main:574] : INFO : Epoch 1962 | loss: 0.0311895 | val_loss: 0.03119 | Time: 2770.51 ms [2022-02-09 07:41:27 main:574] : INFO : Epoch 1963 | loss: 0.0311901 | val_loss: 0.031187 | Time: 2763.79 ms [2022-02-09 07:41:29 main:574] : INFO : Epoch 1964 | loss: 0.0311892 | val_loss: 0.0311865 | Time: 2767.89 ms [2022-02-09 07:41:32 main:574] : INFO : Epoch 1965 | loss: 0.0311889 | val_loss: 0.0311864 | Time: 2761 ms [2022-02-09 07:41:35 main:574] : INFO : Epoch 1966 | loss: 0.0311897 | val_loss: 0.0311876 | Time: 2765.15 ms [2022-02-09 07:41:38 main:574] : INFO : Epoch 1967 | loss: 0.0311897 | val_loss: 0.0311871 | Time: 2760.52 ms [2022-02-09 07:41:40 main:574] : INFO : Epoch 1968 | loss: 0.0311883 | val_loss: 0.0311876 | Time: 2761.29 ms [2022-02-09 07:41:43 main:574] : INFO : Epoch 1969 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 2774.23 ms [2022-02-09 07:41:46 main:574] : INFO : Epoch 1970 | loss: 0.0311895 | val_loss: 0.0311862 | Time: 2812.86 ms [2022-02-09 07:41:49 main:574] : INFO : Epoch 1971 | loss: 0.0311884 | val_loss: 0.0311899 | Time: 2776.66 ms [2022-02-09 07:41:52 main:574] : INFO : Epoch 1972 | loss: 0.0311909 | val_loss: 0.0311875 | Time: 2769.44 ms [2022-02-09 07:41:54 main:574] : INFO : Epoch 1973 | loss: 0.0311932 | val_loss: 0.0311864 | Time: 2760.16 ms [2022-02-09 07:41:57 main:574] : INFO : Epoch 1974 | loss: 0.0311899 | val_loss: 0.0311861 | Time: 2766.35 ms [2022-02-09 07:42:00 main:574] : INFO : Epoch 1975 | loss: 0.0311886 | val_loss: 0.0311864 | Time: 2761.08 ms [2022-02-09 07:42:03 main:574] : INFO : Epoch 1976 | loss: 0.0311918 | val_loss: 0.0311863 | Time: 2761.06 ms [2022-02-09 07:42:05 main:574] : INFO : Epoch 1977 | loss: 0.0311905 | val_loss: 0.0311905 | Time: 2753.4 ms [2022-02-09 07:42:08 main:574] : INFO : Epoch 1978 | loss: 0.0311895 | val_loss: 0.0311886 | Time: 2769.22 ms [2022-02-09 07:42:11 main:574] : INFO : Epoch 1979 | loss: 0.0311887 | val_loss: 0.0311858 | Time: 2763.02 ms [2022-02-09 07:42:14 main:574] : INFO : Epoch 1980 | loss: 0.0311884 | val_loss: 0.0311854 | Time: 2763.37 ms [2022-02-09 07:42:17 main:574] : INFO : Epoch 1981 | loss: 0.03119 | val_loss: 0.0311862 | Time: 2764.85 ms [2022-02-09 07:42:19 main:574] : INFO : Epoch 1982 | loss: 0.0311908 | val_loss: 0.031192 | Time: 2763.58 ms [2022-02-09 07:42:22 main:574] : INFO : Epoch 1983 | loss: 0.0311896 | val_loss: 0.0311867 | Time: 2761.62 ms [2022-02-09 07:42:25 main:574] : INFO : Epoch 1984 | loss: 0.0311881 | val_loss: 0.0311857 | Time: 2763.47 ms [2022-02-09 07:42:28 main:574] : INFO : Epoch 1985 | loss: 0.0311883 | val_loss: 0.0311864 | Time: 2763.8 ms [2022-02-09 07:42:30 main:574] : INFO : Epoch 1986 | loss: 0.0311887 | val_loss: 0.0311862 | Time: 2760.22 ms [2022-02-09 07:42:33 main:574] : INFO : Epoch 1987 | loss: 0.0311879 | val_loss: 0.0311865 | Time: 2762.74 ms [2022-02-09 07:42:36 main:574] : INFO : Epoch 1988 | loss: 0.0311887 | val_loss: 0.03119 | Time: 2763.12 ms [2022-02-09 07:42:39 main:574] : INFO : Epoch 1989 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 2764.98 ms [2022-02-09 07:42:41 main:574] : INFO : Epoch 1990 | loss: 0.0311878 | val_loss: 0.0311853 | Time: 2762.29 ms [2022-02-09 07:42:44 main:574] : INFO : Epoch 1991 | loss: 0.0311871 | val_loss: 0.0311854 | Time: 2764.95 ms [2022-02-09 07:42:47 main:574] : INFO : Epoch 1992 | loss: 0.0311874 | val_loss: 0.031186 | Time: 2765.99 ms [2022-02-09 07:42:50 main:574] : INFO : Epoch 1993 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 2763.45 ms [2022-02-09 07:42:53 main:574] : INFO : Epoch 1994 | loss: 0.0311892 | val_loss: 0.0311869 | Time: 2766 ms [2022-02-09 07:42:55 main:574] : INFO : Epoch 1995 | loss: 0.0311877 | val_loss: 0.0311859 | Time: 2764.04 ms [2022-02-09 07:42:58 main:574] : INFO : Epoch 1996 | loss: 0.0311873 | val_loss: 0.0311869 | Time: 2764.01 ms [2022-02-09 07:43:01 main:574] : INFO : Epoch 1997 | loss: 0.0311871 | val_loss: 0.0311854 | Time: 2766.53 ms [2022-02-09 07:43:04 main:574] : INFO : Epoch 1998 | loss: 0.0311871 | val_loss: 0.0311846 | Time: 2763.18 ms [2022-02-09 07:43:06 main:574] : INFO : Epoch 1999 | loss: 0.0311886 | val_loss: 0.0311846 | Time: 2760.57 ms [2022-02-09 07:43:09 main:574] : INFO : Epoch 2000 | loss: 0.0311874 | val_loss: 0.0311886 | Time: 2766.59 ms [2022-02-09 07:43:12 main:574] : INFO : Epoch 2001 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 2768.41 ms [2022-02-09 07:43:15 main:574] : INFO : Epoch 2002 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 2763.17 ms [2022-02-09 07:43:17 main:574] : INFO : Epoch 2003 | loss: 0.0311903 | val_loss: 0.0311937 | Time: 2765.21 ms [2022-02-09 07:43:20 main:574] : INFO : Epoch 2004 | loss: 0.0311891 | val_loss: 0.0311886 | Time: 2761.65 ms [2022-02-09 07:43:23 main:574] : INFO : Epoch 2005 | loss: 0.03119 | val_loss: 0.031187 | Time: 2761.56 ms [2022-02-09 07:43:26 main:574] : INFO : Epoch 2006 | loss: 0.0311892 | val_loss: 0.0311859 | Time: 2760.54 ms [2022-02-09 07:43:29 main:574] : INFO : Epoch 2007 | loss: 0.0311872 | val_loss: 0.0311845 | Time: 2766.48 ms [2022-02-09 07:43:31 main:574] : INFO : Epoch 2008 | loss: 0.0311863 | val_loss: 0.0311842 | Time: 2763.15 ms [2022-02-09 07:43:34 main:574] : INFO : Epoch 2009 | loss: 0.0311861 | val_loss: 0.0311847 | Time: 2766.89 ms [2022-02-09 07:43:37 main:574] : INFO : Epoch 2010 | loss: 0.0311871 | val_loss: 0.031188 | Time: 2764.76 ms [2022-02-09 07:43:40 main:574] : INFO : Epoch 2011 | loss: 0.0311868 | val_loss: 0.0311838 | Time: 2763.52 ms [2022-02-09 07:43:42 main:574] : INFO : Epoch 2012 | loss: 0.0311861 | val_loss: 0.0311839 | Time: 2759.28 ms [2022-02-09 07:43:45 main:574] : INFO : Epoch 2013 | loss: 0.031186 | val_loss: 0.031185 | Time: 2763.72 ms [2022-02-09 07:43:48 main:574] : INFO : Epoch 2014 | loss: 0.0311875 | val_loss: 0.0311835 | Time: 2762.95 ms [2022-02-09 07:43:51 main:574] : INFO : Epoch 2015 | loss: 0.0311851 | val_loss: 0.0311839 | Time: 2760.2 ms [2022-02-09 07:43:53 main:574] : INFO : Epoch 2016 | loss: 0.0311856 | val_loss: 0.0311832 | Time: 2764.69 ms [2022-02-09 07:43:56 main:574] : INFO : Epoch 2017 | loss: 0.0311847 | val_loss: 0.031184 | Time: 2763.93 ms [2022-02-09 07:43:59 main:574] : INFO : Epoch 2018 | loss: 0.031187 | val_loss: 0.0311849 | Time: 2762.99 ms [2022-02-09 07:44:02 main:574] : INFO : Epoch 2019 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 2766.14 ms [2022-02-09 07:44:05 main:574] : INFO : Epoch 2020 | loss: 0.0311856 | val_loss: 0.0311874 | Time: 2759.94 ms [2022-02-09 07:44:07 main:574] : INFO : Epoch 2021 | loss: 0.0311862 | val_loss: 0.0311877 | Time: 2762.44 ms [2022-02-09 07:44:10 main:574] : INFO : Epoch 2022 | loss: 0.0311853 | val_loss: 0.0311854 | Time: 2768.75 ms [2022-02-09 07:44:13 main:574] : INFO : Epoch 2023 | loss: 0.0311849 | val_loss: 0.0311874 | Time: 2765 ms [2022-02-09 07:44:16 main:574] : INFO : Epoch 2024 | loss: 0.0311871 | val_loss: 0.0311839 | Time: 2759.38 ms [2022-02-09 07:44:18 main:574] : INFO : Epoch 2025 | loss: 0.0311858 | val_loss: 0.0311837 | Time: 2757.28 ms [2022-02-09 07:44:21 main:574] : INFO : Epoch 2026 | loss: 0.0311851 | val_loss: 0.0311837 | Time: 2758.19 ms [2022-02-09 07:44:24 main:574] : INFO : Epoch 2027 | loss: 0.0311847 | val_loss: 0.0311842 | Time: 2764.02 ms [2022-02-09 07:44:27 main:574] : INFO : Epoch 2028 | loss: 0.0311843 | val_loss: 0.0311831 | Time: 2763.35 ms [2022-02-09 07:44:29 main:574] : INFO : Epoch 2029 | loss: 0.0311848 | val_loss: 0.03119 | Time: 2761.09 ms [2022-02-09 07:44:32 main:574] : INFO : Epoch 2030 | loss: 0.0311858 | val_loss: 0.031185 | Time: 2762.71 ms [2022-02-09 07:44:35 main:574] : INFO : Epoch 2031 | loss: 0.0311868 | val_loss: 0.0311875 | Time: 2764.1 ms [2022-02-09 07:44:38 main:574] : INFO : Epoch 2032 | loss: 0.031186 | val_loss: 0.0311885 | Time: 2758.4 ms [2022-02-09 07:44:41 main:574] : INFO : Epoch 2033 | loss: 0.0311868 | val_loss: 0.0311823 | Time: 2758.22 ms [2022-02-09 07:44:43 main:574] : INFO : Epoch 2034 | loss: 0.0311871 | val_loss: 0.0311825 | Time: 2761.93 ms [2022-02-09 07:44:46 main:574] : INFO : Epoch 2035 | loss: 0.0311847 | val_loss: 0.0311821 | Time: 2768.27 ms [2022-02-09 07:44:49 main:574] : INFO : Epoch 2036 | loss: 0.0311859 | val_loss: 0.031186 | Time: 2765.16 ms [2022-02-09 07:44:52 main:574] : INFO : Epoch 2037 | loss: 0.0311871 | val_loss: 0.0312068 | Time: 2766.47 ms [2022-02-09 07:44:54 main:574] : INFO : Epoch 2038 | loss: 0.0328131 | val_loss: 0.0512308 | Time: 2756.68 ms [2022-02-09 07:44:57 main:574] : INFO : Epoch 2039 | loss: 0.0395925 | val_loss: 0.0333722 | Time: 2770.93 ms [2022-02-09 07:45:00 main:574] : INFO : Epoch 2040 | loss: 0.0349859 | val_loss: 0.0327678 | Time: 2815.39 ms [2022-02-09 07:45:03 main:574] : INFO : Epoch 2041 | loss: 0.0334862 | val_loss: 0.0313826 | Time: 2818.58 ms [2022-02-09 07:45:06 main:574] : INFO : Epoch 2042 | loss: 0.0314074 | val_loss: 0.0313219 | Time: 2819.43 ms [2022-02-09 07:45:08 main:574] : INFO : Epoch 2043 | loss: 0.0312904 | val_loss: 0.0312723 | Time: 2822.52 ms [2022-02-09 07:45:11 main:574] : INFO : Epoch 2044 | loss: 0.0312624 | val_loss: 0.031256 | Time: 2818.91 ms [2022-02-09 07:45:14 main:574] : INFO : Epoch 2045 | loss: 0.0312548 | val_loss: 0.0312528 | Time: 2788.43 ms [2022-02-09 07:45:17 main:574] : INFO : Epoch 2046 | loss: 0.0312518 | val_loss: 0.0312509 | Time: 2765.22 ms [2022-02-09 07:45:20 main:574] : INFO : Epoch 2047 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 2762.92 ms [2022-02-09 07:45:22 main:574] : INFO : Epoch 2048 | loss: 0.0312489 | val_loss: 0.031248 | Time: 2761.46 ms [2022-02-09 07:45:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031248 [2022-02-09 07:45:22 main:603] : INFO : Saving end state to config to file [2022-02-09 07:45:22 main:608] : INFO : Success, exiting.. 07:45:22 (10392): 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)