Task 7375494
| Name | ParityModified-1631733988-11942-0_0 |
| Workunit | 5051499 |
| Created | 15 Sep 2021, 19:26:30 UTC |
| Sent | 18 Sep 2021, 13:00:39 UTC |
| Report deadline | 26 Sep 2021, 13:00:39 UTC |
| Received | 20 Sep 2021, 21:38:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 18 hours 48 min 31 sec |
| CPU time | 6 hours 39 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,473.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2021-09-20 03:52:22 main:574] : INFO : Epoch 1721 | loss: 0.0311699 | val_loss: 0.0311902 | Time: 15478.6 ms [2021-09-20 03:52:38 main:574] : INFO : Epoch 1722 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 15946.6 ms [2021-09-20 03:52:53 main:574] : INFO : Epoch 1723 | loss: 0.0311669 | val_loss: 0.0311791 | Time: 15204.7 ms [2021-09-20 03:53:10 main:574] : INFO : Epoch 1724 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 16284.5 ms [2021-09-20 03:53:25 main:574] : INFO : Epoch 1725 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 15148.9 ms [2021-09-20 03:53:41 main:574] : INFO : Epoch 1726 | loss: 0.0311744 | val_loss: 0.0311834 | Time: 15611.5 ms [2021-09-20 03:53:56 main:574] : INFO : Epoch 1727 | loss: 0.031169 | val_loss: 0.0311839 | Time: 15531.5 ms [2021-09-20 03:54:12 main:574] : INFO : Epoch 1728 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 15538.8 ms [2021-09-20 03:54:28 main:574] : INFO : Epoch 1729 | loss: 0.0311693 | val_loss: 0.031181 | Time: 15848.5 ms [2021-09-20 03:54:44 main:574] : INFO : Epoch 1730 | loss: 0.031167 | val_loss: 0.0311834 | Time: 15598.6 ms [2021-09-20 03:54:59 main:574] : INFO : Epoch 1731 | loss: 0.0311738 | val_loss: 0.0311891 | Time: 15667.4 ms [2021-09-20 03:55:15 main:574] : INFO : Epoch 1732 | loss: 0.0311696 | val_loss: 0.0311882 | Time: 15743.6 ms [2021-09-20 03:55:31 main:574] : INFO : Epoch 1733 | loss: 0.0311694 | val_loss: 0.0311841 | Time: 15798.8 ms [2021-09-20 03:55:47 main:574] : INFO : Epoch 1734 | loss: 0.0311692 | val_loss: 0.0311826 | Time: 15397.8 ms [2021-09-20 03:56:02 main:574] : INFO : Epoch 1735 | loss: 0.0311649 | val_loss: 0.0311796 | Time: 15348.1 ms [2021-09-20 03:56:19 main:574] : INFO : Epoch 1736 | loss: 0.0311648 | val_loss: 0.0311828 | Time: 16330.9 ms [2021-09-20 03:56:34 main:574] : INFO : Epoch 1737 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 15182.2 ms [2021-09-20 03:56:50 main:574] : INFO : Epoch 1738 | loss: 0.0311636 | val_loss: 0.0311785 | Time: 15801.5 ms [2021-09-20 03:57:06 main:574] : INFO : Epoch 1739 | loss: 0.0311658 | val_loss: 0.0311813 | Time: 15781.1 ms [2021-09-20 03:57:21 main:574] : INFO : Epoch 1740 | loss: 0.031168 | val_loss: 0.0311808 | Time: 15525 ms [2021-09-20 03:57:37 main:574] : INFO : Epoch 1741 | loss: 0.0311684 | val_loss: 0.0311813 | Time: 15758.6 ms [2021-09-20 03:57:53 main:574] : INFO : Epoch 1742 | loss: 0.0311656 | val_loss: 0.0311779 | Time: 15407.7 ms [2021-09-20 03:58:09 main:574] : INFO : Epoch 1743 | loss: 0.0311657 | val_loss: 0.0311858 | Time: 15860.7 ms [2021-09-20 03:58:25 main:574] : INFO : Epoch 1744 | loss: 0.0311665 | val_loss: 0.031179 | Time: 15565.1 ms [2021-09-20 03:58:40 main:574] : INFO : Epoch 1745 | loss: 0.0311676 | val_loss: 0.0311813 | Time: 15783.1 ms [2021-09-20 03:58:56 main:574] : INFO : Epoch 1746 | loss: 0.0311645 | val_loss: 0.031179 | Time: 15199.6 ms [2021-09-20 03:59:12 main:574] : INFO : Epoch 1747 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 15722.9 ms [2021-09-20 03:59:27 main:574] : INFO : Epoch 1748 | loss: 0.0311662 | val_loss: 0.0311795 | Time: 15490 ms [2021-09-20 03:59:43 main:574] : INFO : Epoch 1749 | loss: 0.0311699 | val_loss: 0.0311807 | Time: 15570.6 ms [2021-09-20 03:59:58 main:574] : INFO : Epoch 1750 | loss: 0.031171 | val_loss: 0.031187 | Time: 15255.5 ms [2021-09-20 04:00:14 main:574] : INFO : Epoch 1751 | loss: 0.031169 | val_loss: 0.0311773 | Time: 15950.4 ms [2021-09-20 04:00:32 main:574] : INFO : Epoch 1752 | loss: 0.0311644 | val_loss: 0.0311769 | Time: 17382.3 ms [2021-09-20 04:00:51 main:574] : INFO : Epoch 1753 | loss: 0.0311652 | val_loss: 0.0311813 | Time: 18558 ms [2021-09-20 04:01:09 main:574] : INFO : Epoch 1754 | loss: 0.0311676 | val_loss: 0.0311813 | Time: 18022 ms [2021-09-20 04:01:28 main:574] : INFO : Epoch 1755 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 19246.3 ms [2021-09-20 04:01:47 main:574] : INFO : Epoch 1756 | loss: 0.0311631 | val_loss: 0.031178 | Time: 18532.1 ms [2021-09-20 04:02:06 main:574] : INFO : Epoch 1757 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 18613.5 ms [2021-09-20 04:02:24 main:574] : INFO : Epoch 1758 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 18649.1 ms [2021-09-20 04:02:43 main:574] : INFO : Epoch 1759 | loss: 0.031174 | val_loss: 0.0311877 | Time: 18660.6 ms [2021-09-20 04:03:02 main:574] : INFO : Epoch 1760 | loss: 0.0311755 | val_loss: 0.0311959 | Time: 18816.4 ms [2021-09-20 04:03:22 main:574] : INFO : Epoch 1761 | loss: 0.0311749 | val_loss: 0.0311844 | Time: 19375.5 ms [2021-09-20 04:03:42 main:574] : INFO : Epoch 1762 | loss: 0.0311685 | val_loss: 0.031179 | Time: 19956.3 ms [2021-09-20 04:04:01 main:574] : INFO : Epoch 1763 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 19035.7 ms [2021-09-20 04:04:21 main:574] : INFO : Epoch 1764 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 20120.2 ms [2021-09-20 04:04:40 main:574] : INFO : Epoch 1765 | loss: 0.0311655 | val_loss: 0.03119 | Time: 18713.5 ms [2021-09-20 04:05:00 main:574] : INFO : Epoch 1766 | loss: 0.0311656 | val_loss: 0.0311781 | Time: 19680 ms [2021-09-20 04:05:18 main:574] : INFO : Epoch 1767 | loss: 0.0311637 | val_loss: 0.0311806 | Time: 18164 ms [2021-09-20 04:05:38 main:574] : INFO : Epoch 1768 | loss: 0.031164 | val_loss: 0.0311801 | Time: 19796.2 ms [2021-09-20 04:05:57 main:574] : INFO : Epoch 1769 | loss: 0.0311672 | val_loss: 0.0311866 | Time: 18584.2 ms [2021-09-20 04:06:16 main:574] : INFO : Epoch 1770 | loss: 0.031179 | val_loss: 0.0311806 | Time: 18878.7 ms [2021-09-20 04:06:36 main:574] : INFO : Epoch 1771 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 19463.7 ms [2021-09-20 04:06:55 main:574] : INFO : Epoch 1772 | loss: 0.0311703 | val_loss: 0.031177 | Time: 18953.9 ms [2021-09-20 04:07:14 main:574] : INFO : Epoch 1773 | loss: 0.0311757 | val_loss: 0.0311749 | Time: 19099.5 ms [2021-09-20 04:07:34 main:574] : INFO : Epoch 1774 | loss: 0.0311725 | val_loss: 0.031174 | Time: 19447.4 ms [2021-09-20 04:07:53 main:574] : INFO : Epoch 1775 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 18755.4 ms [2021-09-20 04:08:12 main:574] : INFO : Epoch 1776 | loss: 0.0311727 | val_loss: 0.0311826 | Time: 19300.2 ms [2021-09-20 04:08:32 main:574] : INFO : Epoch 1777 | loss: 0.0311745 | val_loss: 0.0312097 | Time: 19344.3 ms [2021-09-20 04:08:51 main:574] : INFO : Epoch 1778 | loss: 0.031174 | val_loss: 0.031179 | Time: 18677.2 ms [2021-09-20 04:09:10 main:574] : INFO : Epoch 1779 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 19325.7 ms [2021-09-20 04:09:30 main:574] : INFO : Epoch 1780 | loss: 0.0311669 | val_loss: 0.0311777 | Time: 19516.1 ms [2021-09-20 04:09:52 main:574] : INFO : Epoch 1781 | loss: 0.031166 | val_loss: 0.031182 | Time: 21730 ms [2021-09-20 04:10:11 main:574] : INFO : Epoch 1782 | loss: 0.031167 | val_loss: 0.0311788 | Time: 19149.7 ms [2021-09-20 04:10:31 main:574] : INFO : Epoch 1783 | loss: 0.0311705 | val_loss: 0.031179 | Time: 19197.9 ms [2021-09-20 04:10:50 main:574] : INFO : Epoch 1784 | loss: 0.0311709 | val_loss: 0.0311977 | Time: 19037.9 ms [2021-09-20 04:11:10 main:574] : INFO : Epoch 1785 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 19488.6 ms [2021-09-20 04:11:29 main:574] : INFO : Epoch 1786 | loss: 0.0311641 | val_loss: 0.0311761 | Time: 19210.7 ms [2021-09-20 04:11:48 main:574] : INFO : Epoch 1787 | loss: 0.0311629 | val_loss: 0.0311794 | Time: 18709.3 ms [2021-09-20 04:12:07 main:574] : INFO : Epoch 1788 | loss: 0.0311664 | val_loss: 0.0311762 | Time: 19262.1 ms [2021-09-20 04:12:26 main:574] : INFO : Epoch 1789 | loss: 0.0311627 | val_loss: 0.0311782 | Time: 18870.6 ms [2021-09-20 04:12:46 main:574] : INFO : Epoch 1790 | loss: 0.031161 | val_loss: 0.0311776 | Time: 19261.3 ms [2021-09-20 04:13:04 main:574] : INFO : Epoch 1791 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 17874.6 ms [2021-09-20 04:13:23 main:574] : INFO : Epoch 1792 | loss: 0.0311654 | val_loss: 0.0311779 | Time: 19043.6 ms [2021-09-20 04:13:42 main:574] : INFO : Epoch 1793 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 19337.8 ms [2021-09-20 04:14:01 main:574] : INFO : Epoch 1794 | loss: 0.0311689 | val_loss: 0.0311976 | Time: 18279.4 ms [2021-09-20 04:14:20 main:574] : INFO : Epoch 1795 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 18855.1 ms [2021-09-20 04:14:39 main:574] : INFO : Epoch 1796 | loss: 0.0311688 | val_loss: 0.0311873 | Time: 19177.3 ms [2021-09-20 04:14:58 main:574] : INFO : Epoch 1797 | loss: 0.0311674 | val_loss: 0.0311801 | Time: 18552.9 ms [2021-09-20 04:15:16 main:574] : INFO : Epoch 1798 | loss: 0.0311661 | val_loss: 0.0311911 | Time: 18664.4 ms [2021-09-20 04:15:36 main:574] : INFO : Epoch 1799 | loss: 0.0311657 | val_loss: 0.0311787 | Time: 18967.3 ms [2021-09-20 04:15:54 main:574] : INFO : Epoch 1800 | loss: 0.0311611 | val_loss: 0.0311803 | Time: 18450.3 ms [2021-09-20 04:16:13 main:574] : INFO : Epoch 1801 | loss: 0.0311613 | val_loss: 0.0311775 | Time: 18549.1 ms [2021-09-20 04:16:31 main:574] : INFO : Epoch 1802 | loss: 0.0311693 | val_loss: 0.031181 | Time: 18424.1 ms [2021-09-20 04:16:49 main:574] : INFO : Epoch 1803 | loss: 0.031167 | val_loss: 0.0311787 | Time: 17902.9 ms [2021-09-20 04:17:08 main:574] : INFO : Epoch 1804 | loss: 0.0311643 | val_loss: 0.0311792 | Time: 18332.1 ms [2021-09-20 04:17:27 main:574] : INFO : Epoch 1805 | loss: 0.0311634 | val_loss: 0.0311795 | Time: 18610.2 ms [2021-09-20 04:17:46 main:574] : INFO : Epoch 1806 | loss: 0.0311654 | val_loss: 0.0311811 | Time: 18879.4 ms [2021-09-20 04:18:04 main:574] : INFO : Epoch 1807 | loss: 0.0311614 | val_loss: 0.0311782 | Time: 18120.7 ms [2021-09-20 04:18:22 main:574] : INFO : Epoch 1808 | loss: 0.0311622 | val_loss: 0.0311781 | Time: 17976.3 ms [2021-09-20 04:18:40 main:574] : INFO : Epoch 1809 | loss: 0.0311608 | val_loss: 0.0311826 | Time: 17522.8 ms [2021-09-20 04:18:59 main:574] : INFO : Epoch 1810 | loss: 0.0311624 | val_loss: 0.0311818 | Time: 18624.3 ms [2021-09-20 04:19:17 main:574] : INFO : Epoch 1811 | loss: 0.0311681 | val_loss: 0.0311775 | Time: 18424.3 ms [2021-09-20 04:19:36 main:574] : INFO : Epoch 1812 | loss: 0.0311611 | val_loss: 0.0311821 | Time: 18923.2 ms [2021-09-20 04:19:55 main:574] : INFO : Epoch 1813 | loss: 0.0311611 | val_loss: 0.0311863 | Time: 18573 ms [2021-09-20 04:20:13 main:574] : INFO : Epoch 1814 | loss: 0.0311681 | val_loss: 0.0311957 | Time: 17983.7 ms [2021-09-20 04:20:33 main:574] : INFO : Epoch 1815 | loss: 0.0311647 | val_loss: 0.0311784 | Time: 19294.3 ms [2021-09-20 04:20:51 main:574] : INFO : Epoch 1816 | loss: 0.0311601 | val_loss: 0.0311782 | Time: 18390 ms [2021-09-20 04:21:11 main:574] : INFO : Epoch 1817 | loss: 0.0311616 | val_loss: 0.0311798 | Time: 19363.9 ms [2021-09-20 04:21:30 main:574] : INFO : Epoch 1818 | loss: 0.0311669 | val_loss: 0.0311991 | Time: 19073.6 ms [2021-09-20 04:21:49 main:574] : INFO : Epoch 1819 | loss: 0.0311675 | val_loss: 0.0311879 | Time: 18908.8 ms [2021-09-20 04:22:07 main:574] : INFO : Epoch 1820 | loss: 0.0311719 | val_loss: 0.0311816 | Time: 18571.8 ms [2021-09-20 04:22:27 main:574] : INFO : Epoch 1821 | loss: 0.0311652 | val_loss: 0.0311824 | Time: 19477.1 ms [2021-09-20 04:22:46 main:574] : INFO : Epoch 1822 | loss: 0.0311667 | val_loss: 0.0311804 | Time: 18774.4 ms [2021-09-20 04:23:04 main:574] : INFO : Epoch 1823 | loss: 0.0311639 | val_loss: 0.0311788 | Time: 17907.8 ms [2021-09-20 04:23:23 main:574] : INFO : Epoch 1824 | loss: 0.031166 | val_loss: 0.0311864 | Time: 19168.2 ms [2021-09-20 04:23:43 main:574] : INFO : Epoch 1825 | loss: 0.0311662 | val_loss: 0.0311836 | Time: 19647.4 ms [2021-09-20 04:24:03 main:574] : INFO : Epoch 1826 | loss: 0.031166 | val_loss: 0.0311785 | Time: 19998.1 ms [2021-09-20 04:24:23 main:574] : INFO : Epoch 1827 | loss: 0.0311623 | val_loss: 0.0311775 | Time: 19606.5 ms [2021-09-20 04:24:43 main:574] : INFO : Epoch 1828 | loss: 0.0311614 | val_loss: 0.0311899 | Time: 19694.1 ms [2021-09-20 04:25:02 main:574] : INFO : Epoch 1829 | loss: 0.0311645 | val_loss: 0.0311845 | Time: 19467.3 ms [2021-09-20 04:25:21 main:574] : INFO : Epoch 1830 | loss: 0.0311595 | val_loss: 0.0311781 | Time: 18845.9 ms [2021-09-20 04:25:40 main:574] : INFO : Epoch 1831 | loss: 0.03116 | val_loss: 0.0311919 | Time: 18521.2 ms [2021-09-20 04:25:59 main:574] : INFO : Epoch 1832 | loss: 0.0311737 | val_loss: 0.0311796 | Time: 19150.9 ms [2021-09-20 04:26:18 main:574] : INFO : Epoch 1833 | loss: 0.0311668 | val_loss: 0.0311817 | Time: 18762.8 ms [2021-09-20 04:26:37 main:574] : INFO : Epoch 1834 | loss: 0.0311624 | val_loss: 0.0311864 | Time: 18681 ms [2021-09-20 04:26:57 main:574] : INFO : Epoch 1835 | loss: 0.0311678 | val_loss: 0.0311798 | Time: 19453.4 ms [2021-09-20 04:27:16 main:574] : INFO : Epoch 1836 | loss: 0.0311686 | val_loss: 0.0311824 | Time: 18942.3 ms [2021-09-20 04:27:35 main:574] : INFO : Epoch 1837 | loss: 0.031163 | val_loss: 0.0311777 | Time: 19372.2 ms [2021-09-20 04:27:54 main:574] : INFO : Epoch 1838 | loss: 0.0311658 | val_loss: 0.0311899 | Time: 18734.5 ms [2021-09-20 04:28:13 main:574] : INFO : Epoch 1839 | loss: 0.0311847 | val_loss: 0.0311882 | Time: 18879.3 ms [2021-09-20 04:28:32 main:574] : INFO : Epoch 1840 | loss: 0.0311801 | val_loss: 0.0311776 | Time: 18809 ms [2021-09-20 04:28:52 main:574] : INFO : Epoch 1841 | loss: 0.0311754 | val_loss: 0.0311743 | Time: 19238 ms [2021-09-20 04:29:11 main:574] : INFO : Epoch 1842 | loss: 0.0311729 | val_loss: 0.0311741 | Time: 19253.3 ms [2021-09-20 04:29:29 main:574] : INFO : Epoch 1843 | loss: 0.0311707 | val_loss: 0.0311838 | Time: 18211.9 ms [2021-09-20 04:29:49 main:574] : INFO : Epoch 1844 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 19323.9 ms [2021-09-20 04:30:08 main:574] : INFO : Epoch 1845 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 18989.8 ms [2021-09-20 04:30:27 main:574] : INFO : Epoch 1846 | loss: 0.0311697 | val_loss: 0.0311781 | Time: 19105.5 ms [2021-09-20 04:30:46 main:574] : INFO : Epoch 1847 | loss: 0.031167 | val_loss: 0.0311763 | Time: 18579.9 ms [2021-09-20 04:31:05 main:574] : INFO : Epoch 1848 | loss: 0.0311626 | val_loss: 0.0311739 | Time: 18809.5 ms [2021-09-20 04:31:24 main:574] : INFO : Epoch 1849 | loss: 0.031161 | val_loss: 0.0311812 | Time: 18613 ms [2021-09-20 04:31:43 main:574] : INFO : Epoch 1850 | loss: 0.031162 | val_loss: 0.0311826 | Time: 19222.4 ms [2021-09-20 04:32:02 main:574] : INFO : Epoch 1851 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 18581.3 ms [2021-09-20 04:32:20 main:574] : INFO : Epoch 1852 | loss: 0.0311593 | val_loss: 0.031176 | Time: 18018.1 ms [2021-09-20 04:32:38 main:574] : INFO : Epoch 1853 | loss: 0.0311594 | val_loss: 0.0311769 | Time: 18226.2 ms [2021-09-20 04:32:58 main:574] : INFO : Epoch 1854 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 19454.1 ms [2021-09-20 04:33:17 main:574] : INFO : Epoch 1855 | loss: 0.0311607 | val_loss: 0.0311757 | Time: 18725.5 ms [2021-09-20 04:33:37 main:574] : INFO : Epoch 1856 | loss: 0.0311637 | val_loss: 0.0311784 | Time: 19916.3 ms [2021-09-20 04:33:57 main:574] : INFO : Epoch 1857 | loss: 0.0311614 | val_loss: 0.0311753 | Time: 20238 ms [2021-09-20 04:34:17 main:574] : INFO : Epoch 1858 | loss: 0.0311607 | val_loss: 0.0311748 | Time: 19481.7 ms [2021-09-20 04:34:37 main:574] : INFO : Epoch 1859 | loss: 0.0311583 | val_loss: 0.0311749 | Time: 19737.8 ms [2021-09-20 04:34:56 main:574] : INFO : Epoch 1860 | loss: 0.0311595 | val_loss: 0.0311766 | Time: 18257.6 ms [2021-09-20 04:35:14 main:574] : INFO : Epoch 1861 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 18095.4 ms [2021-09-20 04:35:31 main:574] : INFO : Epoch 1862 | loss: 0.0311661 | val_loss: 0.0311794 | Time: 16851.8 ms [2021-09-20 04:35:47 main:574] : INFO : Epoch 1863 | loss: 0.0311733 | val_loss: 0.0311825 | Time: 15555.3 ms [2021-09-20 04:36:02 main:574] : INFO : Epoch 1864 | loss: 0.03117 | val_loss: 0.0311778 | Time: 15412.6 ms [2021-09-20 04:36:18 main:574] : INFO : Epoch 1865 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 15568.4 ms [2021-09-20 04:36:33 main:574] : INFO : Epoch 1866 | loss: 0.0311634 | val_loss: 0.0311762 | Time: 15499.2 ms [2021-09-20 04:36:49 main:574] : INFO : Epoch 1867 | loss: 0.0311637 | val_loss: 0.031177 | Time: 15477.5 ms [2021-09-20 04:37:04 main:574] : INFO : Epoch 1868 | loss: 0.0311614 | val_loss: 0.0311787 | Time: 14996.3 ms [2021-09-20 04:37:20 main:574] : INFO : Epoch 1869 | loss: 0.0311673 | val_loss: 0.0311788 | Time: 15713.7 ms [2021-09-20 04:37:36 main:574] : INFO : Epoch 1870 | loss: 0.0311638 | val_loss: 0.0311745 | Time: 15514.2 ms [2021-09-20 04:37:52 main:574] : INFO : Epoch 1871 | loss: 0.0311599 | val_loss: 0.031177 | Time: 16063.7 ms [2021-09-20 04:38:08 main:574] : INFO : Epoch 1872 | loss: 0.0311608 | val_loss: 0.0311741 | Time: 16008.4 ms [2021-09-20 04:38:24 main:574] : INFO : Epoch 1873 | loss: 0.0311586 | val_loss: 0.0311777 | Time: 15741.1 ms [2021-09-20 04:38:39 main:574] : INFO : Epoch 1874 | loss: 0.0311583 | val_loss: 0.0311829 | Time: 15457.5 ms [2021-09-20 04:38:55 main:574] : INFO : Epoch 1875 | loss: 0.031164 | val_loss: 0.0311854 | Time: 15604.4 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-09-20 04:59:39 main:435] : INFO : Set logging level to 1 [2021-09-20 04:59:39 main:441] : INFO : Running in BOINC Client mode [2021-09-20 04:59:39 main:444] : INFO : Resolving all filenames [2021-09-20 04:59:39 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-20 04:59:39 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_1 (exists = 1) [2021-09-20 04:59:40 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_0 (exists = 0) [2021-09-20 04:59:40 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-20 04:59:40 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-20 04:59:40 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-20 04:59:40 main:474] : INFO : Configuration: [2021-09-20 04:59:40 main:475] : INFO : Model type: GRU [2021-09-20 04:59:40 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-20 04:59:40 main:477] : INFO : Max Epochs: 2048 [2021-09-20 04:59:40 main:478] : INFO : Batch Size: 128 [2021-09-20 04:59:40 main:479] : INFO : Learning Rate: 0.01 [2021-09-20 04:59:40 main:480] : INFO : Patience: 10 [2021-09-20 04:59:40 main:481] : INFO : Hidden Width: 12 [2021-09-20 04:59:40 main:482] : INFO : # Recurrent Layers: 4 [2021-09-20 04:59:40 main:483] : INFO : # Backend Layers: 4 [2021-09-20 04:59:40 main:484] : INFO : # Threads: 1 [2021-09-20 04:59:40 main:486] : INFO : Preparing Dataset [2021-09-20 04:59:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 04:59:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 04:59:44 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-20 04:59:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 04:59:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 04:59:44 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-20 04:59:44 main:494] : INFO : Creating Model [2021-09-20 04:59:45 main:507] : INFO : Preparing config file [2021-09-20 04:59:45 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-20 04:59:45 main:512] : INFO : Loading config [2021-09-20 04:59:45 main:514] : INFO : Loading state [2021-09-20 04:59:46 main:559] : INFO : Loading DataLoader into Memory [2021-09-20 04:59:46 main:562] : INFO : Starting Training [2021-09-20 05:00:00 main:574] : INFO : Epoch 1874 | loss: 0.0315484 | val_loss: 0.0313214 | Time: 13266 ms [2021-09-20 05:00:13 main:574] : INFO : Epoch 1875 | loss: 0.0312884 | val_loss: 0.0312656 | Time: 13106.1 ms [2021-09-20 05:00:25 main:574] : INFO : Epoch 1876 | loss: 0.0312673 | val_loss: 0.0312505 | Time: 12351.5 ms [2021-09-20 05:00:49 main:574] : INFO : Epoch 1877 | loss: 0.0312566 | val_loss: 0.0312495 | Time: 23374.5 ms [2021-09-20 05:01:57 main:574] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.0312473 | Time: 67507 ms [2021-09-20 05:03:10 main:574] : INFO : Epoch 1879 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 72917.6 ms [2021-09-20 05:04:41 main:574] : INFO : Epoch 1880 | loss: 0.0312408 | val_loss: 0.0312366 | Time: 90549.9 ms [2021-09-20 05:06:05 main:574] : INFO : Epoch 1881 | loss: 0.0312352 | val_loss: 0.0312346 | Time: 84314.6 ms [2021-09-20 05:08:22 main:574] : INFO : Epoch 1882 | loss: 0.0312227 | val_loss: 0.0312109 | Time: 136323 ms [2021-09-20 05:10:23 main:574] : INFO : Epoch 1883 | loss: 0.0312065 | val_loss: 0.0312472 | Time: 120832 ms [2021-09-20 05:12:22 main:574] : INFO : Epoch 1884 | loss: 0.0312105 | val_loss: 0.0311905 | Time: 118529 ms [2021-09-20 05:13:39 main:574] : INFO : Epoch 1885 | loss: 0.0311896 | val_loss: 0.031182 | Time: 75295.4 ms [2021-09-20 05:15:08 main:574] : INFO : Epoch 1886 | loss: 0.0311873 | val_loss: 0.0311759 | Time: 89064.8 ms [2021-09-20 05:16:09 main:574] : INFO : Epoch 1887 | loss: 0.0311767 | val_loss: 0.0312013 | Time: 60767.8 ms [2021-09-20 05:17:35 main:574] : INFO : Epoch 1888 | loss: 0.0311895 | val_loss: 0.0311786 | Time: 86374.8 ms [2021-09-20 05:19:11 main:574] : INFO : Epoch 1889 | loss: 0.0311778 | val_loss: 0.0311719 | Time: 95204.2 ms [2021-09-20 05:21:44 main:574] : INFO : Epoch 1890 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 153280 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-09-20 05:25:07 main:435] : INFO : Set logging level to 1 [2021-09-20 05:25:07 main:441] : INFO : Running in BOINC Client mode [2021-09-20 05:25:07 main:444] : INFO : Resolving all filenames [2021-09-20 05:25:07 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-20 05:25:08 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_1 (exists = 1) [2021-09-20 05:25:08 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_0 (exists = 0) [2021-09-20 05:25:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-20 05:25:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-20 05:25:08 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-20 05:25:08 main:474] : INFO : Configuration: [2021-09-20 05:25:08 main:475] : INFO : Model type: GRU [2021-09-20 05:25:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-20 05:25:08 main:477] : INFO : Max Epochs: 2048 [2021-09-20 05:25:08 main:478] : INFO : Batch Size: 128 [2021-09-20 05:25:08 main:479] : INFO : Learning Rate: 0.01 [2021-09-20 05:25:08 main:480] : INFO : Patience: 10 [2021-09-20 05:25:09 main:481] : INFO : Hidden Width: 12 [2021-09-20 05:25:09 main:482] : INFO : # Recurrent Layers: 4 [2021-09-20 05:25:09 main:483] : INFO : # Backend Layers: 4 [2021-09-20 05:25:09 main:484] : INFO : # Threads: 1 [2021-09-20 05:25:09 main:486] : INFO : Preparing Dataset [2021-09-20 05:25:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 05:25:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 05:25:51 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-20 05:25:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 05:25:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 05:25:57 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-20 05:25:58 main:494] : INFO : Creating Model [2021-09-20 05:25:58 main:507] : INFO : Preparing config file [2021-09-20 05:25:58 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-20 05:25:58 main:512] : INFO : Loading config [2021-09-20 05:25:58 main:514] : INFO : Loading state [2021-09-20 05:26:05 main:559] : INFO : Loading DataLoader into Memory [2021-09-20 05:26:05 main:562] : INFO : Starting Training Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-09-20 05:30:23 main:435] : INFO : Set logging level to 1 [2021-09-20 05:30:23 main:441] : INFO : Running in BOINC Client mode [2021-09-20 05:30:23 main:444] : INFO : Resolving all filenames [2021-09-20 05:30:23 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-20 05:30:23 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_1 (exists = 1) [2021-09-20 05:30:23 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_0 (exists = 0) [2021-09-20 05:30:29 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-20 05:30:29 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-20 05:30:30 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-20 05:30:30 main:474] : INFO : Configuration: [2021-09-20 05:30:30 main:475] : INFO : Model type: GRU [2021-09-20 05:30:30 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-20 05:30:30 main:477] : INFO : Max Epochs: 2048 [2021-09-20 05:30:30 main:478] : INFO : Batch Size: 128 [2021-09-20 05:30:30 main:479] : INFO : Learning Rate: 0.01 [2021-09-20 05:30:30 main:480] : INFO : Patience: 10 [2021-09-20 05:30:30 main:481] : INFO : Hidden Width: 12 [2021-09-20 05:30:30 main:482] : INFO : # Recurrent Layers: 4 [2021-09-20 05:30:30 main:483] : INFO : # Backend Layers: 4 [2021-09-20 05:30:30 main:484] : INFO : # Threads: 1 [2021-09-20 05:30:31 main:486] : INFO : Preparing Dataset [2021-09-20 05:30:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 05:30:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 05:30:56 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-20 05:30:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 05:30:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 05:31:07 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-20 05:31:07 main:494] : INFO : Creating Model [2021-09-20 05:31:07 main:507] : INFO : Preparing config file [2021-09-20 05:31:08 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-20 05:31:08 main:512] : INFO : Loading config [2021-09-20 05:31:08 main:514] : INFO : Loading state [2021-09-20 05:31:15 main:559] : INFO : Loading DataLoader into Memory [2021-09-20 05:31:15 main:562] : INFO : Starting Training [2021-09-20 05:34:24 main:574] : INFO : Epoch 1891 | loss: 0.0320645 | val_loss: 0.0312972 | Time: 189282 ms [2021-09-20 05:36:59 main:574] : INFO : Epoch 1892 | loss: 0.0312795 | val_loss: 0.031257 | Time: 150463 ms [2021-09-20 05:39:51 main:574] : INFO : Epoch 1893 | loss: 0.0312316 | val_loss: 0.0312167 | Time: 169708 ms [2021-09-20 05:42:22 main:574] : INFO : Epoch 1894 | loss: 0.031197 | val_loss: 0.0311808 | Time: 150567 ms [2021-09-20 05:45:12 main:574] : INFO : Epoch 1895 | loss: 0.0311775 | val_loss: 0.0311785 | Time: 170105 ms [2021-09-20 05:47:43 main:574] : INFO : Epoch 1896 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 150496 ms [2021-09-20 05:50:12 main:574] : INFO : Epoch 1897 | loss: 0.0311711 | val_loss: 0.0311731 | Time: 148786 ms [2021-09-20 05:52:26 main:574] : INFO : Epoch 1898 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 134695 ms [2021-09-20 05:55:12 main:574] : INFO : Epoch 1899 | loss: 0.0311689 | val_loss: 0.0311707 | Time: 159597 ms [2021-09-20 05:57:53 main:574] : INFO : Epoch 1900 | loss: 0.031168 | val_loss: 0.0311696 | Time: 160481 ms [2021-09-20 06:00:52 main:574] : INFO : Epoch 1901 | loss: 0.0311672 | val_loss: 0.0311685 | Time: 178819 ms [2021-09-20 06:03:32 main:574] : INFO : Epoch 1902 | loss: 0.0311649 | val_loss: 0.0311683 | Time: 160443 ms [2021-09-20 06:06:22 main:574] : INFO : Epoch 1903 | loss: 0.0311634 | val_loss: 0.0311686 | Time: 170067 ms [2021-09-20 06:09:04 main:574] : INFO : Epoch 1904 | loss: 0.0311625 | val_loss: 0.0311689 | Time: 161115 ms [2021-09-20 06:12:04 main:574] : INFO : Epoch 1905 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 180485 ms [2021-09-20 06:14:33 main:574] : INFO : Epoch 1906 | loss: 0.0311615 | val_loss: 0.031167 | Time: 143867 ms [2021-09-20 06:16:28 main:574] : INFO : Epoch 1907 | loss: 0.0311601 | val_loss: 0.0311635 | Time: 114683 ms [2021-09-20 06:17:55 main:574] : INFO : Epoch 1908 | loss: 0.0311586 | val_loss: 0.0311657 | Time: 87033.2 ms [2021-09-20 06:20:42 main:574] : INFO : Epoch 1909 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 166766 ms [2021-09-20 06:23:04 main:574] : INFO : Epoch 1910 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 141662 ms [2021-09-20 06:25:55 main:574] : INFO : Epoch 1911 | loss: 0.0311571 | val_loss: 0.0311607 | Time: 170510 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-09-20 07:11:59 main:435] : INFO : Set logging level to 1 [2021-09-20 07:11:59 main:441] : INFO : Running in BOINC Client mode [2021-09-20 07:11:59 main:444] : INFO : Resolving all filenames [2021-09-20 07:12:05 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-20 07:12:05 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_1 (exists = 1) [2021-09-20 07:12:05 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_0 (exists = 0) [2021-09-20 07:12:05 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-20 07:12:05 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-20 07:12:05 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-20 07:12:05 main:474] : INFO : Configuration: [2021-09-20 07:12:05 main:475] : INFO : Model type: GRU [2021-09-20 07:12:05 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-20 07:12:05 main:477] : INFO : Max Epochs: 2048 [2021-09-20 07:12:06 main:478] : INFO : Batch Size: 128 [2021-09-20 07:12:06 main:479] : INFO : Learning Rate: 0.01 [2021-09-20 07:12:06 main:480] : INFO : Patience: 10 [2021-09-20 07:12:06 main:481] : INFO : Hidden Width: 12 [2021-09-20 07:12:06 main:482] : INFO : # Recurrent Layers: 4 [2021-09-20 07:12:07 main:483] : INFO : # Backend Layers: 4 [2021-09-20 07:12:07 main:484] : INFO : # Threads: 1 [2021-09-20 07:12:07 main:486] : INFO : Preparing Dataset [2021-09-20 07:12:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 07:12:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 07:12:25 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-20 07:12:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 07:12:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 07:12:36 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-20 07:12:36 main:494] : INFO : Creating Model [2021-09-20 07:12:36 main:507] : INFO : Preparing config file [2021-09-20 07:12:36 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-20 07:12:36 main:512] : INFO : Loading config [2021-09-20 07:12:36 main:514] : INFO : Loading state [2021-09-20 07:12:48 main:559] : INFO : Loading DataLoader into Memory [2021-09-20 07:12:48 main:562] : INFO : Starting Training Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-09-20 07:17:06 main:435] : INFO : Set logging level to 1 [2021-09-20 07:17:06 main:441] : INFO : Running in BOINC Client mode [2021-09-20 07:17:11 main:444] : INFO : Resolving all filenames [2021-09-20 07:17:11 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-20 07:17:11 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_1 (exists = 1) [2021-09-20 07:17:12 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_0 (exists = 0) [2021-09-20 07:17:12 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-20 07:17:12 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-20 07:17:12 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-20 07:17:12 main:474] : INFO : Configuration: [2021-09-20 07:17:12 main:475] : INFO : Model type: GRU [2021-09-20 07:17:12 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-20 07:17:12 main:477] : INFO : Max Epochs: 2048 [2021-09-20 07:17:12 main:478] : INFO : Batch Size: 128 [2021-09-20 07:17:12 main:479] : INFO : Learning Rate: 0.01 [2021-09-20 07:17:12 main:480] : INFO : Patience: 10 [2021-09-20 07:17:13 main:481] : INFO : Hidden Width: 12 [2021-09-20 07:17:13 main:482] : INFO : # Recurrent Layers: 4 [2021-09-20 07:17:18 main:483] : INFO : # Backend Layers: 4 [2021-09-20 07:17:19 main:484] : INFO : # Threads: 1 [2021-09-20 07:17:19 main:486] : INFO : Preparing Dataset [2021-09-20 07:17:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 07:17:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 07:17:34 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-20 07:17:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 07:17:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 07:17:40 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-20 07:17:40 main:494] : INFO : Creating Model [2021-09-20 07:17:40 main:507] : INFO : Preparing config file [2021-09-20 07:17:40 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-20 07:17:40 main:512] : INFO : Loading config [2021-09-20 07:17:40 main:514] : INFO : Loading state [2021-09-20 07:17:48 main:559] : INFO : Loading DataLoader into Memory [2021-09-20 07:17:48 main:562] : INFO : Starting Training [2021-09-20 07:20:28 main:574] : INFO : Epoch 1912 | loss: 0.0314386 | val_loss: 0.0312156 | Time: 159854 ms [2021-09-20 07:23:29 main:574] : INFO : Epoch 1913 | loss: 0.0312057 | val_loss: 0.0312004 | Time: 180126 ms [2021-09-20 07:26:19 main:574] : INFO : Epoch 1914 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 169793 ms [2021-09-20 07:29:38 main:574] : INFO : Epoch 1915 | loss: 0.0311645 | val_loss: 0.031191 | Time: 194801 ms [2021-09-20 07:32:06 main:574] : INFO : Epoch 1916 | loss: 0.0311637 | val_loss: 0.0311669 | Time: 147513 ms [2021-09-20 07:34:16 main:574] : INFO : Epoch 1917 | loss: 0.031157 | val_loss: 0.0311702 | Time: 129368 ms [2021-09-20 07:37:20 main:574] : INFO : Epoch 1918 | loss: 0.0311533 | val_loss: 0.031166 | Time: 183611 ms [2021-09-20 07:39:50 main:574] : INFO : Epoch 1919 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 150220 ms [2021-09-20 07:42:20 main:574] : INFO : Epoch 1920 | loss: 0.0311493 | val_loss: 0.0311678 | Time: 150001 ms [2021-09-20 07:45:00 main:574] : INFO : Epoch 1921 | loss: 0.0311502 | val_loss: 0.0311648 | Time: 159916 ms [2021-09-20 07:47:41 main:574] : INFO : Epoch 1922 | loss: 0.0311489 | val_loss: 0.0311657 | Time: 160284 ms [2021-09-20 07:50:01 main:574] : INFO : Epoch 1923 | loss: 0.0311506 | val_loss: 0.0311696 | Time: 140090 ms [2021-09-20 07:52:21 main:574] : INFO : Epoch 1924 | loss: 0.0311494 | val_loss: 0.0311659 | Time: 140479 ms [2021-09-20 07:54:01 main:574] : INFO : Epoch 1925 | loss: 0.0311506 | val_loss: 0.031166 | Time: 94506.6 ms [2021-09-20 07:56:41 main:574] : INFO : Epoch 1926 | loss: 0.0311497 | val_loss: 0.0311608 | Time: 159882 ms [2021-09-20 07:58:41 main:574] : INFO : Epoch 1927 | loss: 0.0311481 | val_loss: 0.0311647 | Time: 119513 ms [2021-09-20 07:59:11 main:574] : INFO : Epoch 1928 | loss: 0.0311486 | val_loss: 0.0311616 | Time: 29915.6 ms [2021-09-20 08:01:22 main:574] : INFO : Epoch 1929 | loss: 0.0311487 | val_loss: 0.0311639 | Time: 131491 ms [2021-09-20 08:04:12 main:574] : INFO : Epoch 1930 | loss: 0.0311468 | val_loss: 0.0311581 | Time: 157907 ms Machine Learning Dataset Generator vMachine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-09-20 08:14:54 main:435] : INFO : Set logging level to 1 [2021-09-20 08:14:54 main:441] : INFO : Running in BOINC Client mode [2021-09-20 08:14:54 main:444] : INFO : Resolving all filenames [2021-09-20 08:14:54 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-20 08:14:54 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_1 (exists = 1) [2021-09-20 08:14:54 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733988-11942-0_0_r1793037029_0 (exists = 0) [2021-09-20 08:14:55 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-20 08:14:55 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-20 08:14:55 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-20 08:14:55 main:474] : INFO : Configuration: [2021-09-20 08:14:55 main:475] : INFO : Model type: GRU [2021-09-20 08:14:55 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-20 08:14:55 main:477] : INFO : Max Epochs: 2048 [2021-09-20 08:14:55 main:478] : INFO : Batch Size: 128 [2021-09-20 08:15:01 main:479] : INFO : Learning Rate: 0.01 [2021-09-20 08:15:01 main:480] : INFO : Patience: 10 [2021-09-20 08:15:01 main:481] : INFO : Hidden Width: 12 [2021-09-20 08:15:01 main:482] : INFO : # Recurrent Layers: 4 [2021-09-20 08:15:01 main:483] : INFO : # Backend Layers: 4 [2021-09-20 08:15:02 main:484] : INFO : # Threads: 1 [2021-09-20 08:15:02 main:486] : INFO : Preparing Dataset [2021-09-20 08:15:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 08:15:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 08:15:30 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-20 08:15:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 08:15:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-20 08:15:36 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-20 08:15:36 main:494] : INFO : Creating Model [2021-09-20 08:15:36 main:507] : INFO : Preparing config file [2021-09-20 08:15:36 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-20 08:15:36 main:512] : INFO : Loading config [2021-09-20 08:15:36 main:514] : INFO : Loading state [2021-09-20 08:16:07 main:559] : INFO : Loading DataLoader into Memory [2021-09-20 08:16:07 main:562] : INFO : Starting Training [2021-09-20 08:20:14 main:574] : INFO : Epoch 1931 | loss: 0.0320415 | val_loss: 0.0313767 | Time: 246155 ms [2021-09-20 08:24:38 main:574] : INFO : Epoch 1932 | loss: 0.0312932 | val_loss: 0.0312303 | Time: 264063 ms [2021-09-20 08:28:58 main:574] : INFO : Epoch 1933 | loss: 0.0312201 | val_loss: 0.0311971 | Time: 259867 ms [2021-09-20 08:33:33 main:574] : INFO : Epoch 1934 | loss: 0.0311825 | val_loss: 0.0311712 | Time: 275518 ms [2021-09-20 08:37:15 main:574] : INFO : Epoch 1935 | loss: 0.03116 | val_loss: 0.0311595 | Time: 221224 ms [2021-09-20 08:40:39 main:574] : INFO : Epoch 1936 | loss: 0.0311522 | val_loss: 0.0311596 | Time: 204496 ms [2021-09-20 08:45:10 main:574] : INFO : Epoch 1937 | loss: 0.0311513 | val_loss: 0.0311641 | Time: 270635 ms [2021-09-20 08:49:11 main:574] : INFO : Epoch 1938 | loss: 0.0311481 | val_loss: 0.0311538 | Time: 240575 ms [2021-09-20 08:53:41 main:574] : INFO : Epoch 1939 | loss: 0.0311417 | val_loss: 0.0311625 | Time: 265203 ms [2021-09-20 08:57:31 main:574] : INFO : Epoch 1940 | loss: 0.0311408 | val_loss: 0.0311544 | Time: 230339 ms [2021-09-20 09:02:03 main:574] : INFO : Epoch 1941 | loss: 0.0311412 | val_loss: 0.0311531 | Time: 271625 ms [2021-09-20 09:06:53 main:574] : INFO : Epoch 1942 | loss: 0.0311399 | val_loss: 0.0311574 | Time: 289091 ms [2021-09-20 09:11:03 main:574] : INFO : Epoch 1943 | loss: 0.0311394 | val_loss: 0.0311557 | Time: 250499 ms [2021-09-20 09:15:33 main:574] : INFO : Epoch 1944 | loss: 0.0311365 | val_loss: 0.031152 | Time: 269921 ms [2021-09-20 09:20:04 main:574] : INFO : Epoch 1945 | loss: 0.0311354 | val_loss: 0.0311528 | Time: 270507 ms [2021-09-20 09:24:35 main:574] : INFO : Epoch 1946 | loss: 0.0311344 | val_loss: 0.0311516 | Time: 270982 ms [2021-09-20 09:29:15 main:574] : INFO : Epoch 1947 | loss: 0.0311328 | val_loss: 0.0311534 | Time: 279972 ms [2021-09-20 09:33:52 main:574] : INFO : Epoch 1948 | loss: 0.0311337 | val_loss: 0.0311566 | Time: 277062 ms [2021-09-20 09:37:16 main:574] : INFO : Epoch 1949 | loss: 0.0311381 | val_loss: 0.0311509 | Time: 203215 ms [2021-09-20 09:41:17 main:574] : INFO : Epoch 1950 | loss: 0.0311354 | val_loss: 0.0311514 | Time: 241732 ms [2021-09-20 09:45:37 main:574] : INFO : Epoch 1951 | loss: 0.0311314 | val_loss: 0.0311558 | Time: 255020 ms [2021-09-20 09:50:08 main:574] : INFO : Epoch 1952 | loss: 0.0311333 | val_loss: 0.0311567 | Time: 265226 ms [2021-09-20 09:53:48 main:574] : INFO : Epoch 1953 | loss: 0.0311294 | val_loss: 0.0311537 | Time: 220776 ms [2021-09-20 09:58:09 main:574] : INFO : Epoch 1954 | loss: 0.0311297 | val_loss: 0.0311533 | Time: 259984 ms [2021-09-20 10:02:25 main:574] : INFO : Epoch 1955 | loss: 0.031127 | val_loss: 0.0311507 | Time: 255866 ms [2021-09-20 10:06:46 main:574] : INFO : Epoch 1956 | loss: 0.0311286 | val_loss: 0.0311508 | Time: 260989 ms [2021-09-20 10:11:10 main:574] : INFO : Epoch 1957 | loss: 0.0311297 | val_loss: 0.0311546 | Time: 264188 ms [2021-09-20 10:15:41 main:574] : INFO : Epoch 1958 | loss: 0.0311284 | val_loss: 0.0311485 | Time: 270761 ms [2021-09-20 10:20:21 main:574] : INFO : Epoch 1959 | loss: 0.0311271 | val_loss: 0.0311514 | Time: 279234 ms [2021-09-20 10:24:36 main:574] : INFO : Epoch 1960 | loss: 0.0311253 | val_loss: 0.0311498 | Time: 255103 ms [2021-09-20 10:28:32 main:574] : INFO : Epoch 1961 | loss: 0.0311266 | val_loss: 0.0311508 | Time: 235778 ms [2021-09-20 10:33:23 main:574] : INFO : Epoch 1962 | loss: 0.0311532 | val_loss: 0.031163 | Time: 290919 ms [2021-09-20 10:37:53 main:574] : INFO : Epoch 1963 | loss: 0.0311473 | val_loss: 0.0311539 | Time: 270169 ms [2021-09-20 10:41:50 main:574] : INFO : Epoch 1964 | loss: 0.0311418 | val_loss: 0.0311581 | Time: 236843 ms [2021-09-20 10:46:15 main:574] : INFO : Epoch 1965 | loss: 0.031139 | val_loss: 0.0311522 | Time: 264462 ms [2021-09-20 10:50:05 main:574] : INFO : Epoch 1966 | loss: 0.031134 | val_loss: 0.0311489 | Time: 230661 ms [2021-09-20 10:54:24 main:574] : INFO : Epoch 1967 | loss: 0.0311322 | val_loss: 0.0311471 | Time: 252903 ms [2021-09-20 10:58:26 main:574] : INFO : Epoch 1968 | loss: 0.0311335 | val_loss: 0.0311473 | Time: 241977 ms [2021-09-20 11:03:06 main:574] : INFO : Epoch 1969 | loss: 0.0311294 | val_loss: 0.0311509 | Time: 274870 ms [2021-09-20 11:07:34 main:574] : INFO : Epoch 1970 | loss: 0.0311296 | val_loss: 0.0311481 | Time: 267671 ms [2021-09-20 11:12:08 main:574] : INFO : Epoch 1971 | loss: 0.0311293 | val_loss: 0.0311539 | Time: 273669 ms [2021-09-20 11:16:37 main:574] : INFO : Epoch 1972 | loss: 0.0311288 | val_loss: 0.0311451 | Time: 269331 ms [2021-09-20 11:21:08 main:574] : INFO : Epoch 1973 | loss: 0.0311257 | val_loss: 0.0311506 | Time: 270567 ms [2021-09-20 11:23:47 main:574] : INFO : Epoch 1974 | loss: 0.0311278 | val_loss: 0.0311431 | Time: 159317 ms [2021-09-20 11:28:25 main:574] : INFO : Epoch 1975 | loss: 0.0311248 | val_loss: 0.0311449 | Time: 275557 ms [2021-09-20 11:32:50 main:574] : INFO : Epoch 1976 | loss: 0.0311244 | val_loss: 0.031144 | Time: 263962 ms [2021-09-20 11:36:40 main:574] : INFO : Epoch 1977 | loss: 0.0311237 | val_loss: 0.0311489 | Time: 230674 ms [2021-09-20 11:39:01 main:574] : INFO : Epoch 1978 | loss: 0.0311235 | val_loss: 0.0311447 | Time: 140751 ms [2021-09-20 11:42:51 main:574] : INFO : Epoch 1979 | loss: 0.0311247 | val_loss: 0.0311445 | Time: 229563 ms [2021-09-20 11:45:56 main:574] : INFO : Epoch 1980 | loss: 0.0311208 | val_loss: 0.0311434 | Time: 178100 ms [2021-09-20 11:48:37 main:574] : INFO : Epoch 1981 | loss: 0.031121 | val_loss: 0.0311433 | Time: 154144 ms [2021-09-20 11:49:12 main:574] : INFO : Epoch 1982 | loss: 0.0311226 | val_loss: 0.0311474 | Time: 35044.7 ms [2021-09-20 11:50:11 main:574] : INFO : Epoch 1983 | loss: 0.0311198 | val_loss: 0.0311451 | Time: 58713.7 ms [2021-09-20 11:52:42 main:574] : INFO : Epoch 1984 | loss: 0.0311198 | val_loss: 0.031143 | Time: 151042 ms [2021-09-20 11:57:02 main:574] : INFO : Epoch 1985 | loss: 0.0311191 | val_loss: 0.0311417 | Time: 259705 ms [2021-09-20 11:59:43 main:574] : INFO : Epoch 1986 | loss: 0.0311168 | val_loss: 0.0311415 | Time: 161207 ms [2021-09-20 12:04:13 main:574] : INFO : Epoch 1987 | loss: 0.031119 | val_loss: 0.0311468 | Time: 264926 ms [2021-09-20 12:06:33 main:574] : INFO : Epoch 1988 | loss: 0.0311166 | val_loss: 0.0311485 | Time: 140545 ms [2021-09-20 12:08:30 main:574] : INFO : Epoch 1989 | loss: 0.0311195 | val_loss: 0.0311451 | Time: 111833 ms [2021-09-20 12:11:04 main:574] : INFO : Epoch 1990 | loss: 0.0311299 | val_loss: 0.031147 | Time: 153949 ms [2021-09-20 12:14:36 main:574] : INFO : Epoch 1991 | loss: 0.0311316 | val_loss: 0.0311459 | Time: 211222 ms [2021-09-20 12:18:55 main:574] : INFO : Epoch 1992 | loss: 0.0311282 | val_loss: 0.0311444 | Time: 259282 ms [2021-09-20 12:23:26 main:574] : INFO : Epoch 1993 | loss: 0.0311298 | val_loss: 0.0311486 | Time: 270679 ms [2021-09-20 12:27:22 main:574] : INFO : Epoch 1994 | loss: 0.0311278 | val_loss: 0.0311456 | Time: 236262 ms [2021-09-20 12:32:09 main:574] : INFO : Epoch 1995 | loss: 0.0311281 | val_loss: 0.0311423 | Time: 285656 ms [2021-09-20 12:36:17 main:574] : INFO : Epoch 1996 | loss: 0.031124 | val_loss: 0.0311412 | Time: 247198 ms [2021-09-20 12:40:47 main:574] : INFO : Epoch 1997 | loss: 0.0311212 | val_loss: 0.0311426 | Time: 270577 ms [2021-09-20 12:44:59 main:574] : INFO : Epoch 1998 | loss: 0.0311252 | val_loss: 0.0311615 | Time: 251284 ms [2021-09-20 12:48:59 main:574] : INFO : Epoch 1999 | loss: 0.0311212 | val_loss: 0.0311427 | Time: 235003 ms [2021-09-20 12:53:28 main:574] : INFO : Epoch 2000 | loss: 0.0311183 | val_loss: 0.0311471 | Time: 265011 ms [2021-09-20 12:57:59 main:574] : INFO : Epoch 2001 | loss: 0.0311243 | val_loss: 0.0311483 | Time: 270727 ms [2021-09-20 13:02:30 main:574] : INFO : Epoch 2002 | loss: 0.0311231 | val_loss: 0.031143 | Time: 270866 ms [2021-09-20 13:07:00 main:574] : INFO : Epoch 2003 | loss: 0.03112 | val_loss: 0.0311452 | Time: 269506 ms [2021-09-20 13:11:05 main:574] : INFO : Epoch 2004 | loss: 0.0311193 | val_loss: 0.0311518 | Time: 245095 ms [2021-09-20 13:13:27 main:574] : INFO : Epoch 2005 | loss: 0.0311182 | val_loss: 0.0311459 | Time: 141260 ms [2021-09-20 13:16:31 main:574] : INFO : Epoch 2006 | loss: 0.0311164 | val_loss: 0.0311475 | Time: 184297 ms [2021-09-20 13:20:43 main:574] : INFO : Epoch 2007 | loss: 0.031114 | val_loss: 0.0311597 | Time: 251615 ms [2021-09-20 13:25:12 main:574] : INFO : Epoch 2008 | loss: 0.0311144 | val_loss: 0.0311426 | Time: 269340 ms [2021-09-20 13:29:44 main:574] : INFO : Epoch 2009 | loss: 0.0311129 | val_loss: 0.0311421 | Time: 271220 ms [2021-09-20 13:34:14 main:574] : INFO : Epoch 2010 | loss: 0.0311144 | val_loss: 0.0311482 | Time: 269898 ms [2021-09-20 13:38:39 main:574] : INFO : Epoch 2011 | loss: 0.0311145 | val_loss: 0.0311445 | Time: 264624 ms [2021-09-20 13:41:19 main:574] : INFO : Epoch 2012 | loss: 0.0311143 | val_loss: 0.031148 | Time: 159974 ms [2021-09-20 13:44:10 main:574] : INFO : Epoch 2013 | loss: 0.0311117 | val_loss: 0.0311467 | Time: 171580 ms [2021-09-20 13:47:44 main:574] : INFO : Epoch 2014 | loss: 0.0311146 | val_loss: 0.0311571 | Time: 207803 ms [2021-09-20 13:52:34 main:574] : INFO : Epoch 2015 | loss: 0.0311169 | val_loss: 0.0311471 | Time: 289787 ms [2021-09-20 13:57:21 main:574] : INFO : Epoch 2016 | loss: 0.0311132 | val_loss: 0.0311448 | Time: 287028 ms [2021-09-20 14:01:37 main:574] : INFO : Epoch 2017 | loss: 0.0311126 | val_loss: 0.0311576 | Time: 255118 ms [2021-09-20 14:06:36 main:574] : INFO : Epoch 2018 | loss: 0.0311117 | val_loss: 0.0311452 | Time: 294837 ms [2021-09-20 14:11:25 main:574] : INFO : Epoch 2019 | loss: 0.0311109 | val_loss: 0.0311467 | Time: 288060 ms [2021-09-20 14:15:28 main:574] : INFO : Epoch 2020 | loss: 0.031109 | val_loss: 0.031147 | Time: 243633 ms [2021-09-20 14:18:29 main:574] : INFO : Epoch 2021 | loss: 0.0311104 | val_loss: 0.0311478 | Time: 180180 ms [2021-09-20 14:20:51 main:574] : INFO : Epoch 2022 | loss: 0.0311141 | val_loss: 0.0311467 | Time: 141943 ms [2021-09-20 14:23:36 main:574] : INFO : Epoch 2023 | loss: 0.0311138 | val_loss: 0.0311438 | Time: 165132 ms [2021-09-20 14:27:25 main:574] : INFO : Epoch 2024 | loss: 0.031117 | val_loss: 0.0311466 | Time: 221484 ms [2021-09-20 14:31:01 main:574] : INFO : Epoch 2025 | loss: 0.0311113 | val_loss: 0.0311582 | Time: 216432 ms [2021-09-20 14:32:23 main:574] : INFO : Epoch 2026 | loss: 0.0311102 | val_loss: 0.0311447 | Time: 80899.7 ms [2021-09-20 14:36:28 main:574] : INFO : Epoch 2027 | loss: 0.0311078 | val_loss: 0.0311445 | Time: 245172 ms [2021-09-20 14:40:34 main:574] : INFO : Epoch 2028 | loss: 0.031108 | val_loss: 0.0311493 | Time: 246419 ms [2021-09-20 14:45:16 main:574] : INFO : Epoch 2029 | loss: 0.0311073 | val_loss: 0.0311495 | Time: 281015 ms [2021-09-20 14:48:51 main:574] : INFO : Epoch 2030 | loss: 0.0311068 | val_loss: 0.0311553 | Time: 215185 ms [2021-09-20 14:52:32 main:574] : INFO : Epoch 2031 | loss: 0.0311068 | val_loss: 0.0311494 | Time: 220958 ms [2021-09-20 14:55:12 main:574] : INFO : Epoch 2032 | loss: 0.0311101 | val_loss: 0.031158 | Time: 148516 ms [2021-09-20 14:59:07 main:574] : INFO : Epoch 2033 | loss: 0.0311088 | val_loss: 0.0311499 | Time: 235586 ms [2021-09-20 15:03:58 main:574] : INFO : Epoch 2034 | loss: 0.0311079 | val_loss: 0.0311472 | Time: 285955 ms [2021-09-20 15:08:48 main:574] : INFO : Epoch 2035 | loss: 0.0311236 | val_loss: 0.031175 | Time: 289816 ms [2021-09-20 15:13:45 main:574] : INFO : Epoch 2036 | loss: 0.0311867 | val_loss: 0.0311903 | Time: 296800 ms [2021-09-20 15:17:48 main:574] : INFO : Epoch 2037 | loss: 0.0311915 | val_loss: 0.0311858 | Time: 242720 ms [2021-09-20 15:22:19 main:574] : INFO : Epoch 2038 | loss: 0.031186 | val_loss: 0.031183 | Time: 271232 ms [2021-09-20 15:25:39 main:574] : INFO : Epoch 2039 | loss: 0.0311825 | val_loss: 0.0311792 | Time: 199195 ms [2021-09-20 15:27:46 main:574] : INFO : Epoch 2040 | loss: 0.0311809 | val_loss: 0.0311783 | Time: 126777 ms [2021-09-20 15:29:56 main:574] : INFO : Epoch 2041 | loss: 0.0311794 | val_loss: 0.0311768 | Time: 130164 ms [2021-09-20 15:31:17 main:574] : INFO : Epoch 2042 | loss: 0.0311782 | val_loss: 0.0311769 | Time: 81026.6 ms [2021-09-20 15:32:40 main:574] : INFO : Epoch 2043 | loss: 0.031178 | val_loss: 0.0311752 | Time: 82118.1 ms [2021-09-20 15:34:59 main:574] : INFO : Epoch 2044 | loss: 0.0311767 | val_loss: 0.0311833 | Time: 139412 ms [2021-09-20 15:35:45 main:574] : INFO : Epoch 2045 | loss: 0.0311766 | val_loss: 0.0311752 | Time: 45408.8 ms [2021-09-20 15:36:19 main:574] : INFO : Epoch 2046 | loss: 0.031175 | val_loss: 0.0311746 | Time: 34027.8 ms [2021-09-20 15:36:56 main:574] : INFO : Epoch 2047 | loss: 0.0311729 | val_loss: 0.0311747 | Time: 36310 ms [2021-09-20 15:37:28 main:574] : INFO : Epoch 2048 | loss: 0.0311723 | val_loss: 0.0311749 | Time: 32000.8 ms [2021-09-20 15:37:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311749 [2021-09-20 15:37:28 main:603] : INFO : Saving end state to config to file [2021-09-20 15:37:28 main:608] : INFO : Success, exiting.. 15:37:29 (17356): 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)