Task 7364622
| Name | ParityModified-1631728344-6075-0_0 |
| Workunit | 5040769 |
| Created | 15 Sep 2021, 17:52:28 UTC |
| Sent | 15 Sep 2021, 19:53:02 UTC |
| Report deadline | 23 Sep 2021, 19:53:02 UTC |
| Received | 15 Sep 2021, 23:18:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 55 min 23 sec |
| CPU time | 50 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : 0.0310099 | val_loss: 0.0313064 | Time: 1427.59 ms [2021-09-15 17:05:46 main:574] : INFO : Epoch 1682 | loss: 0.0310038 | val_loss: 0.0312687 | Time: 1473.69 ms [2021-09-15 17:05:48 main:574] : INFO : Epoch 1683 | loss: 0.0310061 | val_loss: 0.0313131 | Time: 1514.03 ms [2021-09-15 17:05:49 main:574] : INFO : Epoch 1684 | loss: 0.0310042 | val_loss: 0.0312834 | Time: 1494.69 ms [2021-09-15 17:05:51 main:574] : INFO : Epoch 1685 | loss: 0.0310083 | val_loss: 0.0313068 | Time: 1437.15 ms [2021-09-15 17:05:53 main:574] : INFO : Epoch 1686 | loss: 0.0310009 | val_loss: 0.0312934 | Time: 1436.64 ms [2021-09-15 17:05:55 main:574] : INFO : Epoch 1687 | loss: 0.0310014 | val_loss: 0.0313027 | Time: 1463.65 ms [2021-09-15 17:05:56 main:574] : INFO : Epoch 1688 | loss: 0.031037 | val_loss: 0.0312816 | Time: 1448.34 ms [2021-09-15 17:05:58 main:574] : INFO : Epoch 1689 | loss: 0.0310283 | val_loss: 0.0312774 | Time: 1502.09 ms [2021-09-15 17:05:59 main:574] : INFO : Epoch 1690 | loss: 0.0310125 | val_loss: 0.0312822 | Time: 1499.68 ms [2021-09-15 17:06:01 main:574] : INFO : Epoch 1691 | loss: 0.0310086 | val_loss: 0.0312957 | Time: 1440.73 ms [2021-09-15 17:06:02 main:574] : INFO : Epoch 1692 | loss: 0.0310007 | val_loss: 0.0312744 | Time: 1444.93 ms [2021-09-15 17:06:04 main:574] : INFO : Epoch 1693 | loss: 0.0310005 | val_loss: 0.0312761 | Time: 1473.95 ms [2021-09-15 17:06:06 main:574] : INFO : Epoch 1694 | loss: 0.0310167 | val_loss: 0.0312841 | Time: 1479.83 ms [2021-09-15 17:06:07 main:574] : INFO : Epoch 1695 | loss: 0.0310119 | val_loss: 0.0312964 | Time: 1504.11 ms [2021-09-15 17:06:09 main:574] : INFO : Epoch 1696 | loss: 0.0310134 | val_loss: 0.0312662 | Time: 1444.07 ms [2021-09-15 17:06:10 main:574] : INFO : Epoch 1697 | loss: 0.0310228 | val_loss: 0.0312624 | Time: 1446.69 ms [2021-09-15 17:06:12 main:574] : INFO : Epoch 1698 | loss: 0.0310167 | val_loss: 0.0312998 | Time: 1456 ms [2021-09-15 17:06:14 main:574] : INFO : Epoch 1699 | loss: 0.0310147 | val_loss: 0.0312809 | Time: 1545.08 ms [2021-09-15 17:06:15 main:574] : INFO : Epoch 1700 | loss: 0.031003 | val_loss: 0.0313015 | Time: 1493.32 ms [2021-09-15 17:06:17 main:574] : INFO : Epoch 1701 | loss: 0.0310006 | val_loss: 0.0312776 | Time: 1409.74 ms [2021-09-15 17:06:18 main:574] : INFO : Epoch 1702 | loss: 0.031007 | val_loss: 0.0312995 | Time: 1469.58 ms [2021-09-15 17:06:20 main:574] : INFO : Epoch 1703 | loss: 0.0310124 | val_loss: 0.0312596 | Time: 1502.42 ms [2021-09-15 17:06:21 main:574] : INFO : Epoch 1704 | loss: 0.0310026 | val_loss: 0.0312948 | Time: 1497.93 ms [2021-09-15 17:06:23 main:574] : INFO : Epoch 1705 | loss: 0.0310052 | val_loss: 0.0313082 | Time: 1466.9 ms [2021-09-15 17:06:25 main:574] : INFO : Epoch 1706 | loss: 0.0309999 | val_loss: 0.0312942 | Time: 1469.45 ms [2021-09-15 17:06:26 main:574] : INFO : Epoch 1707 | loss: 0.0310089 | val_loss: 0.0312957 | Time: 1486.83 ms [2021-09-15 17:06:28 main:574] : INFO : Epoch 1708 | loss: 0.0310025 | val_loss: 0.0312892 | Time: 1476.45 ms [2021-09-15 17:06:29 main:574] : INFO : Epoch 1709 | loss: 0.0310165 | val_loss: 0.0312786 | Time: 1517.02 ms [2021-09-15 17:06:31 main:574] : INFO : Epoch 1710 | loss: 0.0310177 | val_loss: 0.0312914 | Time: 1420.85 ms [2021-09-15 17:06:32 main:574] : INFO : Epoch 1711 | loss: 0.0310093 | val_loss: 0.0312981 | Time: 1485.87 ms [2021-09-15 17:06:34 main:574] : INFO : Epoch 1712 | loss: 0.031007 | val_loss: 0.0313019 | Time: 1495.74 ms [2021-09-15 17:06:36 main:574] : INFO : Epoch 1713 | loss: 0.0310084 | val_loss: 0.0312956 | Time: 1476.51 ms [2021-09-15 17:06:38 main:574] : INFO : Epoch 1714 | loss: 0.0310034 | val_loss: 0.0313064 | Time: 1472.57 ms [2021-09-15 17:06:39 main:574] : INFO : Epoch 1715 | loss: 0.0310046 | val_loss: 0.0313013 | Time: 1450.21 ms [2021-09-15 17:06:41 main:574] : INFO : Epoch 1716 | loss: 0.0310234 | val_loss: 0.0312766 | Time: 1444.82 ms [2021-09-15 17:06:42 main:574] : INFO : Epoch 1717 | loss: 0.0310139 | val_loss: 0.0312645 | Time: 1476.58 ms [2021-09-15 17:06:44 main:574] : INFO : Epoch 1718 | loss: 0.031008 | val_loss: 0.0313294 | Time: 1482.28 ms [2021-09-15 17:06:45 main:574] : INFO : Epoch 1719 | loss: 0.031007 | val_loss: 0.0312996 | Time: 1477.09 ms [2021-09-15 17:06:47 main:574] : INFO : Epoch 1720 | loss: 0.0310098 | val_loss: 0.0313147 | Time: 1453.67 ms [2021-09-15 17:06:48 main:574] : INFO : Epoch 1721 | loss: 0.0309994 | val_loss: 0.0312967 | Time: 1489.72 ms [2021-09-15 17:06:50 main:574] : INFO : Epoch 1722 | loss: 0.0310012 | val_loss: 0.0312808 | Time: 1512.39 ms [2021-09-15 17:06:51 main:574] : INFO : Epoch 1723 | loss: 0.0310065 | val_loss: 0.0312715 | Time: 1467.25 ms [2021-09-15 17:06:53 main:574] : INFO : Epoch 1724 | loss: 0.0310024 | val_loss: 0.0312857 | Time: 1464.28 ms [2021-09-15 17:06:55 main:574] : INFO : Epoch 1725 | loss: 0.0309999 | val_loss: 0.0312869 | Time: 1460.82 ms [2021-09-15 17:06:56 main:574] : INFO : Epoch 1726 | loss: 0.0310099 | val_loss: 0.0312952 | Time: 1469.05 ms [2021-09-15 17:06:58 main:574] : INFO : Epoch 1727 | loss: 0.0310133 | val_loss: 0.031314 | Time: 1476.16 ms [2021-09-15 17:06:59 main:574] : INFO : Epoch 1728 | loss: 0.0310106 | val_loss: 0.0313003 | Time: 1446.33 ms [2021-09-15 17:07:01 main:574] : INFO : Epoch 1729 | loss: 0.0310059 | val_loss: 0.0312544 | Time: 1514.33 ms [2021-09-15 17:07:04 main:574] : INFO : Epoch 1730 | loss: 0.0310082 | val_loss: 0.031275 | Time: 1467.82 ms [2021-09-15 17:07:14 main:574] : INFO : Epoch 1731 | loss: 0.030998 | val_loss: 0.0312977 | Time: 1500.75 ms [2021-09-15 17:07:15 main:574] : INFO : Epoch 1732 | loss: 0.0310025 | val_loss: 0.0312864 | Time: 1451.43 ms [2021-09-15 17:07:17 main:574] : INFO : Epoch 1733 | loss: 0.0310123 | val_loss: 0.0313347 | Time: 1445.05 ms [2021-09-15 17:07:18 main:574] : INFO : Epoch 1734 | loss: 0.0310126 | val_loss: 0.0312874 | Time: 1491.19 ms [2021-09-15 17:07:20 main:574] : INFO : Epoch 1735 | loss: 0.031005 | val_loss: 0.031288 | Time: 1525.81 ms [2021-09-15 17:07:22 main:574] : INFO : Epoch 1736 | loss: 0.031009 | val_loss: 0.0312818 | Time: 1480.76 ms [2021-09-15 17:07:23 main:574] : INFO : Epoch 1737 | loss: 0.0310078 | val_loss: 0.0312899 | Time: 1441.34 ms [2021-09-15 17:07:25 main:574] : INFO : Epoch 1738 | loss: 0.0310056 | val_loss: 0.0312536 | Time: 1466.15 ms [2021-09-15 17:07:26 main:574] : INFO : Epoch 1739 | loss: 0.0310087 | val_loss: 0.0312793 | Time: 1478.61 ms [2021-09-15 17:07:28 main:574] : INFO : Epoch 1740 | loss: 0.031013 | val_loss: 0.0313139 | Time: 1519.41 ms [2021-09-15 17:07:29 main:574] : INFO : Epoch 1741 | loss: 0.0310099 | val_loss: 0.0313095 | Time: 1488.79 ms [2021-09-15 17:07:31 main:574] : INFO : Epoch 1742 | loss: 0.0310094 | val_loss: 0.0312906 | Time: 1448.67 ms [2021-09-15 17:07:33 main:574] : INFO : Epoch 1743 | loss: 0.0310123 | val_loss: 0.0312646 | Time: 1491.09 ms [2021-09-15 17:07:34 main:574] : INFO : Epoch 1744 | loss: 0.0310167 | val_loss: 0.0312802 | Time: 1491.51 ms [2021-09-15 17:07:36 main:574] : INFO : Epoch 1745 | loss: 0.0310072 | val_loss: 0.0312885 | Time: 1482.52 ms [2021-09-15 17:07:37 main:574] : INFO : Epoch 1746 | loss: 0.0310014 | val_loss: 0.0312992 | Time: 1439.17 ms [2021-09-15 17:07:39 main:574] : INFO : Epoch 1747 | loss: 0.031007 | val_loss: 0.0312999 | Time: 1494.77 ms [2021-09-15 17:07:40 main:574] : INFO : Epoch 1748 | loss: 0.0310303 | val_loss: 0.0312647 | Time: 1534.1 ms [2021-09-15 17:07:42 main:574] : INFO : Epoch 1749 | loss: 0.0310077 | val_loss: 0.0313303 | Time: 1486.94 ms [2021-09-15 17:07:43 main:574] : INFO : Epoch 1750 | loss: 0.0310093 | val_loss: 0.0312646 | Time: 1441.97 ms [2021-09-15 17:07:45 main:574] : INFO : Epoch 1751 | loss: 0.0310256 | val_loss: 0.0312974 | Time: 1450.17 ms [2021-09-15 17:07:46 main:574] : INFO : Epoch 1752 | loss: 0.0310191 | val_loss: 0.0312964 | Time: 1519.52 ms [2021-09-15 17:07:48 main:574] : INFO : Epoch 1753 | loss: 0.0310109 | val_loss: 0.0312663 | Time: 1515.26 ms [2021-09-15 17:07:49 main:574] : INFO : Epoch 1754 | loss: 0.0310073 | val_loss: 0.031301 | Time: 1438.51 ms [2021-09-15 17:07:51 main:574] : INFO : Epoch 1755 | loss: 0.0310063 | val_loss: 0.0312878 | Time: 1440.71 ms [2021-09-15 17:07:53 main:574] : INFO : Epoch 1756 | loss: 0.0310013 | val_loss: 0.0313262 | Time: 1475.01 ms [2021-09-15 17:07:54 main:574] : INFO : Epoch 1757 | loss: 0.0310046 | val_loss: 0.0312953 | Time: 1493.99 ms [2021-09-15 17:07:56 main:574] : INFO : Epoch 1758 | loss: 0.0310021 | val_loss: 0.031293 | Time: 1458.36 ms [2021-09-15 17:07:57 main:574] : INFO : Epoch 1759 | loss: 0.0310054 | val_loss: 0.0312886 | Time: 1556.81 ms [2021-09-15 17:07:59 main:574] : INFO : Epoch 1760 | loss: 0.0310024 | val_loss: 0.0312787 | Time: 1498.19 ms [2021-09-15 17:08:01 main:574] : INFO : Epoch 1761 | loss: 0.031005 | val_loss: 0.0312811 | Time: 1540.12 ms [2021-09-15 17:08:02 main:574] : INFO : Epoch 1762 | loss: 0.0310106 | val_loss: 0.0312598 | Time: 1494.28 ms [2021-09-15 17:08:04 main:574] : INFO : Epoch 1763 | loss: 0.0310088 | val_loss: 0.031289 | Time: 1514.73 ms [2021-09-15 17:08:06 main:574] : INFO : Epoch 1764 | loss: 0.0310084 | val_loss: 0.0312699 | Time: 1465.22 ms [2021-09-15 17:08:07 main:574] : INFO : Epoch 1765 | loss: 0.0310082 | val_loss: 0.0313006 | Time: 1451.21 ms [2021-09-15 17:08:09 main:574] : INFO : Epoch 1766 | loss: 0.0310018 | val_loss: 0.0312804 | Time: 1495.96 ms [2021-09-15 17:08:10 main:574] : INFO : Epoch 1767 | loss: 0.0310121 | val_loss: 0.0312621 | Time: 1485.08 ms [2021-09-15 17:08:12 main:574] : INFO : Epoch 1768 | loss: 0.031006 | val_loss: 0.0313013 | Time: 1411.15 ms [2021-09-15 17:08:13 main:574] : INFO : Epoch 1769 | loss: 0.0310166 | val_loss: 0.0312397 | Time: 1463.99 ms [2021-09-15 17:08:15 main:574] : INFO : Epoch 1770 | loss: 0.031007 | val_loss: 0.0312915 | Time: 1497.63 ms [2021-09-15 17:08:16 main:574] : INFO : Epoch 1771 | loss: 0.0310002 | val_loss: 0.0313066 | Time: 1513.19 ms [2021-09-15 17:08:18 main:574] : INFO : Epoch 1772 | loss: 0.0310141 | val_loss: 0.0312665 | Time: 1458.03 ms [2021-09-15 17:08:20 main:574] : INFO : Epoch 1773 | loss: 0.0310113 | val_loss: 0.0313233 | Time: 1435.88 ms [2021-09-15 17:08:21 main:574] : INFO : Epoch 1774 | loss: 0.031003 | val_loss: 0.0312621 | Time: 1473.03 ms [2021-09-15 17:08:23 main:574] : INFO : Epoch 1775 | loss: 0.0310154 | val_loss: 0.0313024 | Time: 1518.9 ms [2021-09-15 17:08:24 main:574] : INFO : Epoch 1776 | loss: 0.0310218 | val_loss: 0.031261 | Time: 1480.31 ms [2021-09-15 17:08:26 main:574] : INFO : Epoch 1777 | loss: 0.0310147 | val_loss: 0.0312819 | Time: 1437.12 ms [2021-09-15 17:08:27 main:574] : INFO : Epoch 1778 | loss: 0.0310091 | val_loss: 0.0312875 | Time: 1452.65 ms [2021-09-15 17:08:29 main:574] : INFO : Epoch 1779 | loss: 0.0310272 | val_loss: 0.0313037 | Time: 1487.12 ms [2021-09-15 17:08:30 main:574] : INFO : Epoch 1780 | loss: 0.0310167 | val_loss: 0.0312743 | Time: 1483.22 ms [2021-09-15 17:08:32 main:574] : INFO : Epoch 1781 | loss: 0.0310054 | val_loss: 0.0312747 | Time: 1431.28 ms [2021-09-15 17:08:33 main:574] : INFO : Epoch 1782 | loss: 0.031006 | val_loss: 0.0312824 | Time: 1486.87 ms [2021-09-15 17:08:35 main:574] : INFO : Epoch 1783 | loss: 0.0310107 | val_loss: 0.031303 | Time: 1499.41 ms [2021-09-15 17:08:36 main:574] : INFO : Epoch 1784 | loss: 0.03103 | val_loss: 0.0312651 | Time: 1481.86 ms [2021-09-15 17:08:38 main:574] : INFO : Epoch 1785 | loss: 0.0310136 | val_loss: 0.0313012 | Time: 1454.94 ms [2021-09-15 17:08:40 main:574] : INFO : Epoch 1786 | loss: 0.0310146 | val_loss: 0.031286 | Time: 1437.77 ms [2021-09-15 17:08:41 main:574] : INFO : Epoch 1787 | loss: 0.0310035 | val_loss: 0.0312802 | Time: 1466.78 ms [2021-09-15 17:08:43 main:574] : INFO : Epoch 1788 | loss: 0.031002 | val_loss: 0.0312866 | Time: 1489.06 ms [2021-09-15 17:08:44 main:574] : INFO : Epoch 1789 | loss: 0.0310011 | val_loss: 0.031302 | Time: 1472.1 ms [2021-09-15 17:08:46 main:574] : INFO : Epoch 1790 | loss: 0.031002 | val_loss: 0.0313018 | Time: 1432.27 ms [2021-09-15 17:08:47 main:574] : INFO : Epoch 1791 | loss: 0.0310225 | val_loss: 0.0312751 | Time: 1449.5 ms [2021-09-15 17:08:49 main:574] : INFO : Epoch 1792 | loss: 0.0310239 | val_loss: 0.0312798 | Time: 1467.43 ms [2021-09-15 17:08:51 main:574] : INFO : Epoch 1793 | loss: 0.0310121 | val_loss: 0.0312855 | Time: 1506.68 ms [2021-09-15 17:08:52 main:574] : INFO : Epoch 1794 | loss: 0.0310071 | val_loss: 0.0312845 | Time: 1457.15 ms [2021-09-15 17:08:54 main:574] : INFO : Epoch 1795 | loss: 0.0310061 | val_loss: 0.0312862 | Time: 1435.09 ms [2021-09-15 17:08:55 main:574] : INFO : Epoch 1796 | loss: 0.0310099 | val_loss: 0.0312835 | Time: 1486.11 ms [2021-09-15 17:08:57 main:574] : INFO : Epoch 1797 | loss: 0.0310172 | val_loss: 0.031292 | Time: 1500.18 ms [2021-09-15 17:08:58 main:574] : INFO : Epoch 1798 | loss: 0.0310201 | val_loss: 0.0312522 | Time: 1456.59 ms [2021-09-15 17:09:00 main:574] : INFO : Epoch 1799 | loss: 0.0310215 | val_loss: 0.0312668 | Time: 1454.58 ms [2021-09-15 17:09:01 main:574] : INFO : Epoch 1800 | loss: 0.0310165 | val_loss: 0.0313007 | Time: 1605.07 ms [2021-09-15 17:09:03 main:574] : INFO : Epoch 1801 | loss: 0.031014 | val_loss: 0.0312684 | Time: 1534.49 ms [2021-09-15 17:09:05 main:574] : INFO : Epoch 1802 | loss: 0.0310056 | val_loss: 0.031299 | Time: 1477.93 ms [2021-09-15 17:09:06 main:574] : INFO : Epoch 1803 | loss: 0.0310123 | val_loss: 0.0312738 | Time: 1466.35 ms [2021-09-15 17:09:08 main:574] : INFO : Epoch 1804 | loss: 0.0310088 | val_loss: 0.031301 | Time: 1450.77 ms [2021-09-15 17:09:09 main:574] : INFO : Epoch 1805 | loss: 0.0310198 | val_loss: 0.0312908 | Time: 1474.82 ms [2021-09-15 17:09:11 main:574] : INFO : Epoch 1806 | loss: 0.0310125 | val_loss: 0.0313008 | Time: 1497.76 ms [2021-09-15 17:09:13 main:574] : INFO : Epoch 1807 | loss: 0.0310008 | val_loss: 0.031279 | Time: 1490.5 ms [2021-09-15 17:09:14 main:574] : INFO : Epoch 1808 | loss: 0.0310016 | val_loss: 0.031299 | Time: 1436.69 ms [2021-09-15 17:09:16 main:574] : INFO : Epoch 1809 | loss: 0.0310047 | val_loss: 0.031253 | Time: 1470.07 ms [2021-09-15 17:09:17 main:574] : INFO : Epoch 1810 | loss: 0.0310107 | val_loss: 0.0312731 | Time: 1546.49 ms [2021-09-15 17:09:19 main:574] : INFO : Epoch 1811 | loss: 0.0310218 | val_loss: 0.0312986 | Time: 1733.2 ms [2021-09-15 17:09:21 main:574] : INFO : Epoch 1812 | loss: 0.0310303 | val_loss: 0.0312597 | Time: 1557.33 ms [2021-09-15 17:09:22 main:574] : INFO : Epoch 1813 | loss: 0.0310157 | val_loss: 0.0312755 | Time: 1455.96 ms [2021-09-15 17:09:24 main:574] : INFO : Epoch 1814 | loss: 0.0310003 | val_loss: 0.0312596 | Time: 1463.54 ms [2021-09-15 17:09:25 main:574] : INFO : Epoch 1815 | loss: 0.0310083 | val_loss: 0.0312734 | Time: 1470.86 ms [2021-09-15 17:09:27 main:574] : INFO : Epoch 1816 | loss: 0.0310054 | val_loss: 0.0312841 | Time: 1503 ms [2021-09-15 17:09:29 main:574] : INFO : Epoch 1817 | loss: 0.0310039 | val_loss: 0.0313009 | Time: 1534.9 ms [2021-09-15 17:09:30 main:574] : INFO : Epoch 1818 | loss: 0.0310151 | val_loss: 0.0313031 | Time: 1439.21 ms [2021-09-15 17:09:32 main:574] : INFO : Epoch 1819 | loss: 0.0310408 | val_loss: 0.0312793 | Time: 1459.91 ms [2021-09-15 17:09:33 main:574] : INFO : Epoch 1820 | loss: 0.0310342 | val_loss: 0.0313033 | Time: 1506.75 ms [2021-09-15 17:09:35 main:574] : INFO : Epoch 1821 | loss: 0.031033 | val_loss: 0.0312862 | Time: 1481.17 ms [2021-09-15 17:09:36 main:574] : INFO : Epoch 1822 | loss: 0.0310199 | val_loss: 0.031302 | Time: 1458.45 ms [2021-09-15 17:09:38 main:574] : INFO : Epoch 1823 | loss: 0.0310123 | val_loss: 0.0312626 | Time: 1454.23 ms [2021-09-15 17:09:40 main:574] : INFO : Epoch 1824 | loss: 0.0310106 | val_loss: 0.0313057 | Time: 1485.33 ms [2021-09-15 17:09:41 main:574] : INFO : Epoch 1825 | loss: 0.0310022 | val_loss: 0.0312723 | Time: 1485.54 ms [2021-09-15 17:09:43 main:574] : INFO : Epoch 1826 | loss: 0.0310041 | val_loss: 0.0313085 | Time: 1464.72 ms [2021-09-15 17:09:46 main:574] : INFO : Epoch 1827 | loss: 0.0310098 | val_loss: 0.0313012 | Time: 1440.31 ms [2021-09-15 17:09:47 main:574] : INFO : Epoch 1828 | loss: 0.031006 | val_loss: 0.0312755 | Time: 1501.26 ms [2021-09-15 17:09:49 main:574] : INFO : Epoch 1829 | loss: 0.0310084 | val_loss: 0.0312853 | Time: 1484.43 ms [2021-09-15 17:09:50 main:574] : INFO : Epoch 1830 | loss: 0.0310014 | val_loss: 0.0312762 | Time: 1437.84 ms [2021-09-15 17:09:52 main:574] : INFO : Epoch 1831 | loss: 0.0310009 | val_loss: 0.0312831 | Time: 1482.36 ms [2021-09-15 17:09:54 main:574] : INFO : Epoch 1832 | loss: 0.0310052 | val_loss: 0.0312908 | Time: 1493.19 ms [2021-09-15 17:09:56 main:574] : INFO : Epoch 1833 | loss: 0.0310012 | val_loss: 0.0313128 | Time: 1430.64 ms [2021-09-15 17:09:59 main:574] : INFO : Epoch 1834 | loss: 0.030999 | val_loss: 0.0312789 | Time: 1489.99 ms [2021-09-15 17:10:01 main:574] : INFO : Epoch 1835 | loss: 0.0310024 | val_loss: 0.0313159 | Time: 1448.84 ms [2021-09-15 17:10:03 main:574] : INFO : Epoch 1836 | loss: 0.0310039 | val_loss: 0.031271 | Time: 1484.93 ms [2021-09-15 17:10:04 main:574] : INFO : Epoch 1837 | loss: 0.031015 | val_loss: 0.0312854 | Time: 1458.72 ms [2021-09-15 17:10:06 main:574] : INFO : Epoch 1838 | loss: 0.0310072 | val_loss: 0.0313119 | Time: 1470.66 ms [2021-09-15 17:10:08 main:574] : INFO : Epoch 1839 | loss: 0.0310021 | val_loss: 0.0313066 | Time: 1482.21 ms [2021-09-15 17:10:10 main:574] : INFO : Epoch 1840 | loss: 0.0310141 | val_loss: 0.0312691 | Time: 1518.3 ms [2021-09-15 17:10:11 main:574] : INFO : Epoch 1841 | loss: 0.0310212 | val_loss: 0.0312712 | Time: 1500.57 ms [2021-09-15 17:10:13 main:574] : INFO : Epoch 1842 | loss: 0.031015 | val_loss: 0.0312702 | Time: 1450.27 ms [2021-09-15 17:10:14 main:574] : INFO : Epoch 1843 | loss: 0.0310132 | val_loss: 0.0312745 | Time: 1462.75 ms [2021-09-15 17:10:16 main:574] : INFO : Epoch 1844 | loss: 0.03102 | val_loss: 0.0312711 | Time: 1479.39 ms [2021-09-15 17:10:17 main:574] : INFO : Epoch 1845 | loss: 0.0310121 | val_loss: 0.0312842 | Time: 1486.92 ms [2021-09-15 17:10:19 main:574] : INFO : Epoch 1846 | loss: 0.0310085 | val_loss: 0.031312 | Time: 1487.18 ms [2021-09-15 17:10:21 main:574] : INFO : Epoch 1847 | loss: 0.0310076 | val_loss: 0.031291 | Time: 1430.38 ms [2021-09-15 17:10:22 main:574] : INFO : Epoch 1848 | loss: 0.031016 | val_loss: 0.0312952 | Time: 1468.3 ms [2021-09-15 17:10:24 main:574] : INFO : Epoch 1849 | loss: 0.03102 | val_loss: 0.0312871 | Time: 1520.93 ms [2021-09-15 17:10:25 main:574] : INFO : Epoch 1850 | loss: 0.0310151 | val_loss: 0.0312756 | Time: 1498.74 ms [2021-09-15 17:10:27 main:574] : INFO : Epoch 1851 | loss: 0.0310059 | val_loss: 0.0312742 | Time: 1454.48 ms [2021-09-15 17:10:28 main:574] : INFO : Epoch 1852 | loss: 0.0310136 | val_loss: 0.031297 | Time: 1457.74 ms [2021-09-15 17:10:30 main:574] : INFO : Epoch 1853 | loss: 0.0310055 | val_loss: 0.0312968 | Time: 1474.19 ms [2021-09-15 17:10:32 main:574] : INFO : Epoch 1854 | loss: 0.0310157 | val_loss: 0.0312748 | Time: 1485.7 ms [2021-09-15 17:10:33 main:574] : INFO : Epoch 1855 | loss: 0.0310168 | val_loss: 0.0312544 | Time: 1461.07 ms [2021-09-15 17:10:35 main:574] : INFO : Epoch 1856 | loss: 0.0310178 | val_loss: 0.0313131 | Time: 1421.11 ms [2021-09-15 17:10:36 main:574] : INFO : Epoch 1857 | loss: 0.0310092 | val_loss: 0.0312931 | Time: 1461.59 ms [2021-09-15 17:10:38 main:574] : INFO : Epoch 1858 | loss: 0.0310031 | val_loss: 0.0312923 | Time: 1497.9 ms [2021-09-15 17:10:40 main:574] : INFO : Epoch 1859 | loss: 0.0310021 | val_loss: 0.031286 | Time: 1486.51 ms [2021-09-15 17:10:41 main:574] : INFO : Epoch 1860 | loss: 0.0309961 | val_loss: 0.0313039 | Time: 1492.48 ms [2021-09-15 17:10:43 main:574] : INFO : Epoch 1861 | loss: 0.0309975 | val_loss: 0.0312795 | Time: 1439.29 ms [2021-09-15 17:10:44 main:574] : INFO : Epoch 1862 | loss: 0.0310112 | val_loss: 0.0312593 | Time: 1476.42 ms [2021-09-15 17:10:46 main:574] : INFO : Epoch 1863 | loss: 0.031018 | val_loss: 0.0312677 | Time: 1515.93 ms [2021-09-15 17:10:47 main:574] : INFO : Epoch 1864 | loss: 0.0310232 | val_loss: 0.0312665 | Time: 1499.61 ms [2021-09-15 17:10:49 main:574] : INFO : Epoch 1865 | loss: 0.0310151 | val_loss: 0.0312603 | Time: 1422.64 ms [2021-09-15 17:10:50 main:574] : INFO : Epoch 1866 | loss: 0.0310184 | val_loss: 0.0312896 | Time: 1472.6 ms [2021-09-15 17:10:52 main:574] : INFO : Epoch 1867 | loss: 0.0310131 | val_loss: 0.0312916 | Time: 1513.69 ms [2021-09-15 17:10:53 main:574] : INFO : Epoch 1868 | loss: 0.031005 | val_loss: 0.0312952 | Time: 1491.96 ms [2021-09-15 17:10:55 main:574] : INFO : Epoch 1869 | loss: 0.0310031 | val_loss: 0.0313151 | Time: 1470.56 ms [2021-09-15 17:10:57 main:574] : INFO : Epoch 1870 | loss: 0.0309991 | val_loss: 0.0312795 | Time: 1463.96 ms [2021-09-15 17:10:58 main:574] : INFO : Epoch 1871 | loss: 0.0310091 | val_loss: 0.0312867 | Time: 1472.92 ms [2021-09-15 17:11:00 main:574] : INFO : Epoch 1872 | loss: 0.0310039 | val_loss: 0.0312886 | Time: 1500.91 ms [2021-09-15 17:11:02 main:574] : INFO : Epoch 1873 | loss: 0.031001 | val_loss: 0.031302 | Time: 1526.46 ms [2021-09-15 17:11:03 main:574] : INFO : Epoch 1874 | loss: 0.0310049 | val_loss: 0.0313004 | Time: 1438.84 ms [2021-09-15 17:11:05 main:574] : INFO : Epoch 1875 | loss: 0.0310071 | val_loss: 0.0312922 | Time: 1442.66 ms [2021-09-15 17:11:06 main:574] : INFO : Epoch 1876 | loss: 0.0310111 | val_loss: 0.0312659 | Time: 1514.38 ms [2021-09-15 17:11:08 main:574] : INFO : Epoch 1877 | loss: 0.0310139 | val_loss: 0.0313086 | Time: 1507.54 ms [2021-09-15 17:11:09 main:574] : INFO : Epoch 1878 | loss: 0.0310035 | val_loss: 0.0312884 | Time: 1456.39 ms [2021-09-15 17:11:11 main:574] : INFO : Epoch 1879 | loss: 0.0310182 | val_loss: 0.031313 | Time: 1452.14 ms [2021-09-15 17:11:12 main:574] : INFO : Epoch 1880 | loss: 0.0310122 | val_loss: 0.0312804 | Time: 1478.72 ms [2021-09-15 17:11:14 main:574] : INFO : Epoch 1881 | loss: 0.031011 | val_loss: 0.0313101 | Time: 1489.7 ms [2021-09-15 17:11:15 main:574] : INFO : Epoch 1882 | loss: 0.0309986 | val_loss: 0.0312772 | Time: 1468.51 ms [2021-09-15 17:11:17 main:574] : INFO : Epoch 1883 | loss: 0.0310022 | val_loss: 0.0312755 | Time: 1451.38 ms [2021-09-15 17:11:18 main:574] : INFO : Epoch 1884 | loss: 0.0310051 | val_loss: 0.0312667 | Time: 1491.05 ms [2021-09-15 17:11:20 main:574] : INFO : Epoch 1885 | loss: 0.0310076 | val_loss: 0.0312706 | Time: 1506.11 ms [2021-09-15 17:11:22 main:574] : INFO : Epoch 1886 | loss: 0.0310032 | val_loss: 0.0313287 | Time: 1468.14 ms [2021-09-15 17:11:23 main:574] : INFO : Epoch 1887 | loss: 0.0310007 | val_loss: 0.0312825 | Time: 1435.08 ms [2021-09-15 17:11:25 main:574] : INFO : Epoch 1888 | loss: 0.0309995 | val_loss: 0.031286 | Time: 1485.49 ms [2021-09-15 17:11:26 main:574] : INFO : Epoch 1889 | loss: 0.0310118 | val_loss: 0.0312693 | Time: 1493.48 ms [2021-09-15 17:11:28 main:574] : INFO : Epoch 1890 | loss: 0.0310128 | val_loss: 0.0312781 | Time: 1481.35 ms [2021-09-15 17:11:29 main:574] : INFO : Epoch 1891 | loss: 0.0310147 | val_loss: 0.0312769 | Time: 1490.98 ms [2021-09-15 17:11:31 main:574] : INFO : Epoch 1892 | loss: 0.0310063 | val_loss: 0.0313051 | Time: 1456.77 ms [2021-09-15 17:11:32 main:574] : INFO : Epoch 1893 | loss: 0.0310054 | val_loss: 0.0312881 | Time: 1480.65 ms [2021-09-15 17:11:34 main:574] : INFO : Epoch 1894 | loss: 0.0310083 | val_loss: 0.0312717 | Time: 1489.44 ms [2021-09-15 17:11:36 main:574] : INFO : Epoch 1895 | loss: 0.0310229 | val_loss: 0.0312726 | Time: 1466.68 ms [2021-09-15 17:11:37 main:574] : INFO : Epoch 1896 | loss: 0.0310295 | val_loss: 0.0312996 | Time: 1440.61 ms [2021-09-15 17:11:39 main:574] : INFO : Epoch 1897 | loss: 0.0313479 | val_loss: 0.0316149 | Time: 1475.15 ms [2021-09-15 17:11:40 main:574] : INFO : Epoch 1898 | loss: 0.0319619 | val_loss: 0.0313448 | Time: 1503.02 ms [2021-09-15 17:11:42 main:574] : INFO : Epoch 1899 | loss: 0.031317 | val_loss: 0.0312496 | Time: 1491.67 ms [2021-09-15 17:11:43 main:574] : INFO : Epoch 1900 | loss: 0.0312131 | val_loss: 0.0312043 | Time: 1430.89 ms [2021-09-15 17:11:45 main:574] : INFO : Epoch 1901 | loss: 0.031173 | val_loss: 0.0311905 | Time: 1444.86 ms [2021-09-15 17:11:46 main:574] : INFO : Epoch 1902 | loss: 0.0311639 | val_loss: 0.0312136 | Time: 1486.33 ms [2021-09-15 17:11:48 main:574] : INFO : Epoch 1903 | loss: 0.0311647 | val_loss: 0.0311831 | Time: 1501.76 ms [2021-09-15 17:11:49 main:574] : INFO : Epoch 1904 | loss: 0.0311489 | val_loss: 0.031183 | Time: 1460.65 ms [2021-09-15 17:11:51 main:574] : INFO : Epoch 1905 | loss: 0.0311446 | val_loss: 0.0311833 | Time: 1444.42 ms [2021-09-15 17:11:53 main:574] : INFO : Epoch 1906 | loss: 0.0311411 | val_loss: 0.0311845 | Time: 1484.24 ms [2021-09-15 17:11:54 main:574] : INFO : Epoch 1907 | loss: 0.0311395 | val_loss: 0.0311892 | Time: 1483.2 ms [2021-09-15 17:11:56 main:574] : INFO : Epoch 1908 | loss: 0.0311362 | val_loss: 0.0311864 | Time: 1443.07 ms [2021-09-15 17:11:57 main:574] : INFO : Epoch 1909 | loss: 0.0311351 | val_loss: 0.0311873 | Time: 1434.28 ms [2021-09-15 17:11:59 main:574] : INFO : Epoch 1910 | loss: 0.0311341 | val_loss: 0.0311866 | Time: 1496.3 ms [2021-09-15 17:12:00 main:574] : INFO : Epoch 1911 | loss: 0.0311315 | val_loss: 0.0311867 | Time: 1483.18 ms [2021-09-15 17:12:02 main:574] : INFO : Epoch 1912 | loss: 0.0311277 | val_loss: 0.0311891 | Time: 1468.01 ms [2021-09-15 17:12:04 main:574] : INFO : Epoch 1913 | loss: 0.0311259 | val_loss: 0.0311887 | Time: 1473.51 ms [2021-09-15 17:12:05 main:574] : INFO : Epoch 1914 | loss: 0.031127 | val_loss: 0.0311948 | Time: 1429.27 ms [2021-09-15 17:12:07 main:574] : INFO : Epoch 1915 | loss: 0.0311272 | val_loss: 0.0311943 | Time: 1458.38 ms [2021-09-15 17:12:09 main:574] : INFO : Epoch 1916 | loss: 0.0311227 | val_loss: 0.0311939 | Time: 1524.18 ms [2021-09-15 17:12:10 main:574] : INFO : Epoch 1917 | loss: 0.0311216 | val_loss: 0.0311921 | Time: 1491.35 ms [2021-09-15 17:12:12 main:574] : INFO : Epoch 1918 | loss: 0.0311198 | val_loss: 0.0311981 | Time: 1454.5 ms [2021-09-15 17:12:13 main:574] : INFO : Epoch 1919 | loss: 0.0311211 | val_loss: 0.0311965 | Time: 1443.1 ms [2021-09-15 17:12:15 main:574] : INFO : Epoch 1920 | loss: 0.0311192 | val_loss: 0.0311931 | Time: 1463.58 ms [2021-09-15 17:12:16 main:574] : INFO : Epoch 1921 | loss: 0.0311152 | val_loss: 0.0311978 | Time: 1523.36 ms [2021-09-15 17:12:18 main:574] : INFO : Epoch 1922 | loss: 0.0311143 | val_loss: 0.0311956 | Time: 1479.93 ms [2021-09-15 17:12:20 main:574] : INFO : Epoch 1923 | loss: 0.0311152 | val_loss: 0.0312043 | Time: 1426.77 ms [2021-09-15 17:12:21 main:574] : INFO : Epoch 1924 | loss: 0.0311165 | val_loss: 0.0311891 | Time: 1453.2 ms [2021-09-15 17:12:24 main:574] : INFO : Epoch 1925 | loss: 0.0311141 | val_loss: 0.0311999 | Time: 1455.84 ms [2021-09-15 17:12:25 main:574] : INFO : Epoch 1926 | loss: 0.0311128 | val_loss: 0.0312016 | Time: 1449.58 ms [2021-09-15 17:12:27 main:574] : INFO : Epoch 1927 | loss: 0.0311104 | val_loss: 0.0311976 | Time: 1485.69 ms [2021-09-15 17:12:29 main:574] : INFO : Epoch 1928 | loss: 0.0311087 | val_loss: 0.0311949 | Time: 1504.84 ms [2021-09-15 17:12:30 main:574] : INFO : Epoch 1929 | loss: 0.0311086 | val_loss: 0.031197 | Time: 1478.42 ms [2021-09-15 17:12:32 main:574] : INFO : Epoch 1930 | loss: 0.0311085 | val_loss: 0.0312009 | Time: 1414.05 ms [2021-09-15 17:12:33 main:574] : INFO : Epoch 1931 | loss: 0.0311117 | val_loss: 0.0312004 | Time: 1470.96 ms [2021-09-15 17:12:35 main:574] : INFO : Epoch 1932 | loss: 0.0311088 | val_loss: 0.0312016 | Time: 1492.48 ms [2021-09-15 17:12:36 main:574] : INFO : Epoch 1933 | loss: 0.0311114 | val_loss: 0.0311986 | Time: 1490.88 ms [2021-09-15 17:12:38 main:574] : INFO : Epoch 1934 | loss: 0.031107 | val_loss: 0.031206 | Time: 1424.43 ms [2021-09-15 17:12:39 main:574] : INFO : Epoch 1935 | loss: 0.0311027 | val_loss: 0.0312021 | Time: 1452.29 ms [2021-09-15 17:12:41 main:574] : INFO : Epoch 1936 | loss: 0.031103 | val_loss: 0.0312127 | Time: 1487.54 ms [2021-09-15 17:12:42 main:574] : INFO : Epoch 1937 | loss: 0.0311045 | val_loss: 0.031205 | Time: 1480.1 ms [2021-09-15 17:12:44 main:574] : INFO : Epoch 1938 | loss: 0.0311013 | val_loss: 0.0312004 | Time: 1439.82 ms [2021-09-15 17:12:45 main:574] : INFO : Epoch 1939 | loss: 0.0311054 | val_loss: 0.0312107 | Time: 1453.73 ms [2021-09-15 17:12:47 main:574] : INFO : Epoch 1940 | loss: 0.031103 | val_loss: 0.0312099 | Time: 1499.91 ms [2021-09-15 17:12:48 main:574] : INFO : Epoch 1941 | loss: 0.0311021 | val_loss: 0.0312069 | Time: 1485.07 ms [2021-09-15 17:12:50 main:574] : INFO : Epoch 1942 | loss: 0.0311027 | val_loss: 0.0311981 | Time: 1447.06 ms [2021-09-15 17:12:51 main:574] : INFO : Epoch 1943 | loss: 0.0311016 | val_loss: 0.0312096 | Time: 1445.03 ms [2021-09-15 17:12:53 main:574] : INFO : Epoch 1944 | loss: 0.0311009 | val_loss: 0.031209 | Time: 1469.95 ms [2021-09-15 17:12:55 main:574] : INFO : Epoch 1945 | loss: 0.0311031 | val_loss: 0.0312165 | Time: 1494.27 ms [2021-09-15 17:12:56 main:574] : INFO : Epoch 1946 | loss: 0.031104 | val_loss: 0.0312054 | Time: 1450.4 ms [2021-09-15 17:12:58 main:574] : INFO : Epoch 1947 | loss: 0.0311024 | val_loss: 0.0312076 | Time: 1433.8 ms [2021-09-15 17:12:59 main:574] : INFO : Epoch 1948 | loss: 0.0310975 | val_loss: 0.0312133 | Time: 1476.58 ms [2021-09-15 17:13:01 main:574] : INFO : Epoch 1949 | loss: 0.0310963 | val_loss: 0.0312121 | Time: 1502.81 ms [2021-09-15 17:13:02 main:574] : INFO : Epoch 1950 | loss: 0.0310929 | val_loss: 0.0312182 | Time: 1486.41 ms [2021-09-15 17:13:04 main:574] : INFO : Epoch 1951 | loss: 0.031091 | val_loss: 0.031214 | Time: 1446.02 ms [2021-09-15 17:13:05 main:574] : INFO : Epoch 1952 | loss: 0.0310926 | val_loss: 0.0312134 | Time: 1488.67 ms [2021-09-15 17:13:07 main:574] : INFO : Epoch 1953 | loss: 0.0310918 | val_loss: 0.0312122 | Time: 1483.18 ms [2021-09-15 17:13:09 main:574] : INFO : Epoch 1954 | loss: 0.0310958 | val_loss: 0.0312092 | Time: 1510.3 ms [2021-09-15 17:13:10 main:574] : INFO : Epoch 1955 | loss: 0.0311006 | val_loss: 0.0312104 | Time: 1474.05 ms [2021-09-15 17:13:12 main:574] : INFO : Epoch 1956 | loss: 0.0310954 | val_loss: 0.0312101 | Time: 1443.98 ms [2021-09-15 17:13:13 main:574] : INFO : Epoch 1957 | loss: 0.0311035 | val_loss: 0.0312064 | Time: 1490.3 ms [2021-09-15 17:13:15 main:574] : INFO : Epoch 1958 | loss: 0.0311048 | val_loss: 0.0312082 | Time: 1499.17 ms [2021-09-15 17:13:16 main:574] : INFO : Epoch 1959 | loss: 0.0310991 | val_loss: 0.0312045 | Time: 1458.4 ms [2021-09-15 17:13:18 main:574] : INFO : Epoch 1960 | loss: 0.0310979 | val_loss: 0.0312034 | Time: 1454.71 ms [2021-09-15 17:13:20 main:574] : INFO : Epoch 1961 | loss: 0.0310964 | val_loss: 0.0312124 | Time: 1460.05 ms [2021-09-15 17:13:22 main:574] : INFO : Epoch 1962 | loss: 0.0310959 | val_loss: 0.0312085 | Time: 1442.74 ms [2021-09-15 17:13:23 main:574] : INFO : Epoch 1963 | loss: 0.0310922 | val_loss: 0.0312118 | Time: 1486.43 ms [2021-09-15 17:13:25 main:574] : INFO : Epoch 1964 | loss: 0.0310887 | val_loss: 0.0312163 | Time: 1499.27 ms [2021-09-15 17:13:27 main:574] : INFO : Epoch 1965 | loss: 0.0310876 | val_loss: 0.0312187 | Time: 1509.22 ms [2021-09-15 17:13:28 main:574] : INFO : Epoch 1966 | loss: 0.0310874 | val_loss: 0.0312242 | Time: 1467.99 ms [2021-09-15 17:13:30 main:574] : INFO : Epoch 1967 | loss: 0.0310876 | val_loss: 0.0312332 | Time: 1446.59 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060) [2021-09-15 17:45:50 main:435] : INFO : Set logging level to 1 [2021-09-15 17:45:51 main:441] : INFO : Running in BOINC Client mode [2021-09-15 17:45:51 main:444] : INFO : Resolving all filenames [2021-09-15 17:45:51 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-15 17:45:51 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631728344-6075-0_0_r1546572630_1 (exists = 1) [2021-09-15 17:45:51 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631728344-6075-0_0_r1546572630_0 (exists = 0) [2021-09-15 17:45:51 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-15 17:45:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-15 17:45:51 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-15 17:45:51 main:474] : INFO : Configuration: [2021-09-15 17:45:51 main:475] : INFO : Model type: GRU [2021-09-15 17:45:51 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-15 17:45:51 main:477] : INFO : Max Epochs: 2048 [2021-09-15 17:45:51 main:478] : INFO : Batch Size: 128 [2021-09-15 17:45:51 main:479] : INFO : Learning Rate: 0.01 [2021-09-15 17:45:51 main:480] : INFO : Patience: 10 [2021-09-15 17:45:51 main:481] : INFO : Hidden Width: 12 [2021-09-15 17:45:52 main:482] : INFO : # Recurrent Layers: 4 [2021-09-15 17:45:52 main:483] : INFO : # Backend Layers: 4 [2021-09-15 17:45:52 main:484] : INFO : # Threads: 1 [2021-09-15 17:45:52 main:486] : INFO : Preparing Dataset [2021-09-15 17:45:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-15 17:45:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-15 17:45:53 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-15 17:45:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-15 17:45:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-15 17:45:54 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-15 17:45:54 main:494] : INFO : Creating Model [2021-09-15 17:45:54 main:507] : INFO : Preparing config file [2021-09-15 17:45:54 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-15 17:45:54 main:512] : INFO : Loading config [2021-09-15 17:45:54 main:514] : INFO : Loading state [2021-09-15 17:45:55 main:559] : INFO : Loading DataLoader into Memory [2021-09-15 17:45:55 main:562] : INFO : Starting Training [2021-09-15 17:45:57 main:574] : INFO : Epoch 1858 | loss: 0.0312017 | val_loss: 0.0312063 | Time: 1419.29 ms [2021-09-15 17:45:58 main:574] : INFO : Epoch 1859 | loss: 0.0311553 | val_loss: 0.0311958 | Time: 1170 ms [2021-09-15 17:45:59 main:574] : INFO : Epoch 1860 | loss: 0.0311279 | val_loss: 0.0312049 | Time: 1240.42 ms [2021-09-15 17:46:01 main:574] : INFO : Epoch 1861 | loss: 0.0311075 | val_loss: 0.0312168 | Time: 1489.91 ms [2021-09-15 17:46:03 main:574] : INFO : Epoch 1862 | loss: 0.0310853 | val_loss: 0.0312641 | Time: 1513.59 ms [2021-09-15 17:46:04 main:574] : INFO : Epoch 1863 | loss: 0.0310557 | val_loss: 0.0312274 | Time: 1542.37 ms [2021-09-15 17:46:06 main:574] : INFO : Epoch 1864 | loss: 0.0310403 | val_loss: 0.0312696 | Time: 1489.79 ms [2021-09-15 17:46:07 main:574] : INFO : Epoch 1865 | loss: 0.0310236 | val_loss: 0.0312562 | Time: 1502.61 ms [2021-09-15 17:46:09 main:574] : INFO : Epoch 1866 | loss: 0.0310248 | val_loss: 0.0312714 | Time: 1502.5 ms [2021-09-15 17:46:11 main:574] : INFO : Epoch 1867 | loss: 0.0310276 | val_loss: 0.0312725 | Time: 1500.99 ms [2021-09-15 17:46:12 main:574] : INFO : Epoch 1868 | loss: 0.0310238 | val_loss: 0.0312809 | Time: 1499.12 ms [2021-09-15 17:46:14 main:574] : INFO : Epoch 1869 | loss: 0.0310202 | val_loss: 0.0312875 | Time: 1484.38 ms [2021-09-15 17:46:15 main:574] : INFO : Epoch 1870 | loss: 0.031016 | val_loss: 0.0312767 | Time: 1448.01 ms [2021-09-15 17:46:17 main:574] : INFO : Epoch 1871 | loss: 0.0310248 | val_loss: 0.0312754 | Time: 1449.11 ms [2021-09-15 17:46:19 main:574] : INFO : Epoch 1872 | loss: 0.0310161 | val_loss: 0.031301 | Time: 1512.18 ms [2021-09-15 17:46:20 main:574] : INFO : Epoch 1873 | loss: 0.0310109 | val_loss: 0.0312648 | Time: 1539.47 ms [2021-09-15 17:46:22 main:574] : INFO : Epoch 1874 | loss: 0.0310139 | val_loss: 0.0312815 | Time: 1451.45 ms [2021-09-15 17:46:23 main:574] : INFO : Epoch 1875 | loss: 0.0310214 | val_loss: 0.0312458 | Time: 1457.66 ms [2021-09-15 17:46:25 main:574] : INFO : Epoch 1876 | loss: 0.0310269 | val_loss: 0.0312705 | Time: 1470.31 ms [2021-09-15 17:46:27 main:574] : INFO : Epoch 1877 | loss: 0.031013 | val_loss: 0.0312983 | Time: 1500.06 ms [2021-09-15 17:46:28 main:574] : INFO : Epoch 1878 | loss: 0.0310231 | val_loss: 0.0312795 | Time: 1497.77 ms [2021-09-15 17:46:30 main:574] : INFO : Epoch 1879 | loss: 0.0310182 | val_loss: 0.0312699 | Time: 1467.27 ms [2021-09-15 17:46:31 main:574] : INFO : Epoch 1880 | loss: 0.0310137 | val_loss: 0.0312691 | Time: 1462.1 ms [2021-09-15 17:46:33 main:574] : INFO : Epoch 1881 | loss: 0.0310267 | val_loss: 0.0312372 | Time: 1498.17 ms [2021-09-15 17:46:34 main:574] : INFO : Epoch 1882 | loss: 0.0310207 | val_loss: 0.0313017 | Time: 1471.89 ms [2021-09-15 17:46:36 main:574] : INFO : Epoch 1883 | loss: 0.0310178 | val_loss: 0.0312661 | Time: 1460.57 ms [2021-09-15 17:46:38 main:574] : INFO : Epoch 1884 | loss: 0.0310127 | val_loss: 0.0313093 | Time: 1508.69 ms [2021-09-15 17:46:39 main:574] : INFO : Epoch 1885 | loss: 0.0310217 | val_loss: 0.031246 | Time: 1485.61 ms [2021-09-15 17:46:41 main:574] : INFO : Epoch 1886 | loss: 0.0310171 | val_loss: 0.0312998 | Time: 1532.7 ms [2021-09-15 17:46:42 main:574] : INFO : Epoch 1887 | loss: 0.0310105 | val_loss: 0.0312864 | Time: 1506.59 ms [2021-09-15 17:46:44 main:574] : INFO : Epoch 1888 | loss: 0.0310133 | val_loss: 0.0312645 | Time: 1437.97 ms [2021-09-15 17:46:46 main:574] : INFO : Epoch 1889 | loss: 0.0310133 | val_loss: 0.031288 | Time: 1494.66 ms [2021-09-15 17:46:47 main:574] : INFO : Epoch 1890 | loss: 0.0310164 | val_loss: 0.0313114 | Time: 1509.6 ms [2021-09-15 17:46:49 main:574] : INFO : Epoch 1891 | loss: 0.0310086 | val_loss: 0.031285 | Time: 1547.64 ms [2021-09-15 17:46:51 main:574] : INFO : Epoch 1892 | loss: 0.0310125 | val_loss: 0.0312862 | Time: 1739.39 ms [2021-09-15 17:46:52 main:574] : INFO : Epoch 1893 | loss: 0.0310141 | val_loss: 0.0312643 | Time: 1503.23 ms [2021-09-15 17:46:54 main:574] : INFO : Epoch 1894 | loss: 0.0310259 | val_loss: 0.0312739 | Time: 1518.65 ms [2021-09-15 17:46:56 main:574] : INFO : Epoch 1895 | loss: 0.0310207 | val_loss: 0.0312708 | Time: 1481.14 ms [2021-09-15 17:46:57 main:574] : INFO : Epoch 1896 | loss: 0.0310228 | val_loss: 0.0312474 | Time: 1521 ms [2021-09-15 17:46:59 main:574] : INFO : Epoch 1897 | loss: 0.0310999 | val_loss: 0.0312387 | Time: 1518.93 ms [2021-09-15 17:47:01 main:574] : INFO : Epoch 1898 | loss: 0.031067 | val_loss: 0.0312462 | Time: 1553.44 ms [2021-09-15 17:47:03 main:574] : INFO : Epoch 1899 | loss: 0.0310349 | val_loss: 0.0312589 | Time: 1597.52 ms [2021-09-15 17:47:04 main:574] : INFO : Epoch 1900 | loss: 0.0310203 | val_loss: 0.0312628 | Time: 1567.5 ms [2021-09-15 17:47:06 main:574] : INFO : Epoch 1901 | loss: 0.03101 | val_loss: 0.0312697 | Time: 1488.87 ms [2021-09-15 17:47:08 main:574] : INFO : Epoch 1902 | loss: 0.0310061 | val_loss: 0.0312686 | Time: 1534.87 ms [2021-09-15 17:47:09 main:574] : INFO : Epoch 1903 | loss: 0.0310154 | val_loss: 0.0312787 | Time: 1554.19 ms [2021-09-15 17:47:11 main:574] : INFO : Epoch 1904 | loss: 0.031011 | val_loss: 0.0312944 | Time: 1562.19 ms [2021-09-15 17:47:13 main:574] : INFO : Epoch 1905 | loss: 0.0310194 | val_loss: 0.0312545 | Time: 1518.68 ms [2021-09-15 17:47:14 main:574] : INFO : Epoch 1906 | loss: 0.031016 | val_loss: 0.0312806 | Time: 1498.09 ms [2021-09-15 17:47:16 main:574] : INFO : Epoch 1907 | loss: 0.0310107 | val_loss: 0.0313098 | Time: 1495.73 ms [2021-09-15 17:47:17 main:574] : INFO : Epoch 1908 | loss: 0.0310039 | val_loss: 0.0313137 | Time: 1525.02 ms [2021-09-15 17:47:19 main:574] : INFO : Epoch 1909 | loss: 0.0310148 | val_loss: 0.0312759 | Time: 1559.53 ms [2021-09-15 17:47:21 main:574] : INFO : Epoch 1910 | loss: 0.0310184 | val_loss: 0.0312782 | Time: 1531.13 ms [2021-09-15 17:47:22 main:574] : INFO : Epoch 1911 | loss: 0.0310151 | val_loss: 0.0312922 | Time: 1493.59 ms [2021-09-15 17:47:24 main:574] : INFO : Epoch 1912 | loss: 0.0310094 | val_loss: 0.0313098 | Time: 1529.47 ms [2021-09-15 17:47:26 main:574] : INFO : Epoch 1913 | loss: 0.0310111 | val_loss: 0.0312917 | Time: 1556.25 ms [2021-09-15 17:47:27 main:574] : INFO : Epoch 1914 | loss: 0.031008 | val_loss: 0.0312795 | Time: 1587.13 ms [2021-09-15 17:47:29 main:574] : INFO : Epoch 1915 | loss: 0.0309996 | val_loss: 0.0313057 | Time: 1535.78 ms [2021-09-15 17:47:31 main:574] : INFO : Epoch 1916 | loss: 0.031005 | val_loss: 0.0312758 | Time: 1490.55 ms [2021-09-15 17:47:32 main:574] : INFO : Epoch 1917 | loss: 0.0310112 | val_loss: 0.0313132 | Time: 1484.56 ms [2021-09-15 17:47:34 main:574] : INFO : Epoch 1918 | loss: 0.0310157 | val_loss: 0.0312748 | Time: 1508.55 ms [2021-09-15 17:47:36 main:574] : INFO : Epoch 1919 | loss: 0.0310177 | val_loss: 0.0312702 | Time: 1566.56 ms [2021-09-15 17:47:38 main:574] : INFO : Epoch 1920 | loss: 0.0310154 | val_loss: 0.0312642 | Time: 1546.67 ms [2021-09-15 17:47:39 main:574] : INFO : Epoch 1921 | loss: 0.0310114 | val_loss: 0.0312606 | Time: 1552.25 ms [2021-09-15 17:47:41 main:574] : INFO : Epoch 1922 | loss: 0.031014 | val_loss: 0.0312953 | Time: 1534.34 ms [2021-09-15 17:47:43 main:574] : INFO : Epoch 1923 | loss: 0.0310167 | val_loss: 0.0312591 | Time: 1587.97 ms [2021-09-15 17:47:45 main:574] : INFO : Epoch 1924 | loss: 0.0310166 | val_loss: 0.0312696 | Time: 1535.7 ms [2021-09-15 17:47:48 main:574] : INFO : Epoch 1925 | loss: 0.0310202 | val_loss: 0.0313072 | Time: 1505.3 ms [2021-09-15 17:47:49 main:574] : INFO : Epoch 1926 | loss: 0.0310123 | val_loss: 0.0312562 | Time: 1533.39 ms [2021-09-15 17:47:51 main:574] : INFO : Epoch 1927 | loss: 0.0310082 | val_loss: 0.0312798 | Time: 1549.8 ms [2021-09-15 17:47:53 main:574] : INFO : Epoch 1928 | loss: 0.0310081 | val_loss: 0.0313047 | Time: 1600.95 ms [2021-09-15 17:47:54 main:574] : INFO : Epoch 1929 | loss: 0.0310131 | val_loss: 0.0312572 | Time: 1484.76 ms [2021-09-15 17:47:56 main:574] : INFO : Epoch 1930 | loss: 0.0310225 | val_loss: 0.0312795 | Time: 1502.69 ms [2021-09-15 17:47:58 main:574] : INFO : Epoch 1931 | loss: 0.0310235 | val_loss: 0.031257 | Time: 1543.74 ms [2021-09-15 17:47:59 main:574] : INFO : Epoch 1932 | loss: 0.0310198 | val_loss: 0.0313079 | Time: 1628.1 ms [2021-09-15 17:48:01 main:574] : INFO : Epoch 1933 | loss: 0.0310125 | val_loss: 0.031274 | Time: 1544.84 ms [2021-09-15 17:48:04 main:574] : INFO : Epoch 1934 | loss: 0.0310079 | val_loss: 0.0312801 | Time: 1542.61 ms [2021-09-15 17:48:06 main:574] : INFO : Epoch 1935 | loss: 0.0310112 | val_loss: 0.0313052 | Time: 1473.76 ms [2021-09-15 17:48:08 main:574] : INFO : Epoch 1936 | loss: 0.0310226 | val_loss: 0.0312849 | Time: 1546.26 ms [2021-09-15 17:48:09 main:574] : INFO : Epoch 1937 | loss: 0.0310212 | val_loss: 0.0312818 | Time: 1566.01 ms [2021-09-15 17:48:11 main:574] : INFO : Epoch 1938 | loss: 0.0310115 | val_loss: 0.0312683 | Time: 1517.56 ms [2021-09-15 17:48:13 main:574] : INFO : Epoch 1939 | loss: 0.0310045 | val_loss: 0.0313038 | Time: 1529.39 ms [2021-09-15 17:48:15 main:574] : INFO : Epoch 1940 | loss: 0.0310053 | val_loss: 0.0312589 | Time: 1513.89 ms [2021-09-15 17:48:16 main:574] : INFO : Epoch 1941 | loss: 0.0310134 | val_loss: 0.0312711 | Time: 1593.74 ms [2021-09-15 17:48:18 main:574] : INFO : Epoch 1942 | loss: 0.0310084 | val_loss: 0.0312869 | Time: 1583.93 ms [2021-09-15 17:48:20 main:574] : INFO : Epoch 1943 | loss: 0.0310065 | val_loss: 0.0312651 | Time: 1550.13 ms [2021-09-15 17:48:21 main:574] : INFO : Epoch 1944 | loss: 0.0310119 | val_loss: 0.0312866 | Time: 1543.8 ms [2021-09-15 17:48:23 main:574] : INFO : Epoch 1945 | loss: 0.0310068 | val_loss: 0.0312914 | Time: 1523.39 ms [2021-09-15 17:48:25 main:574] : INFO : Epoch 1946 | loss: 0.0310025 | val_loss: 0.0312846 | Time: 1509.4 ms [2021-09-15 17:48:26 main:574] : INFO : Epoch 1947 | loss: 0.0310033 | val_loss: 0.0312797 | Time: 1507.43 ms [2021-09-15 17:48:28 main:574] : INFO : Epoch 1948 | loss: 0.0310082 | val_loss: 0.0312973 | Time: 1555.83 ms [2021-09-15 17:48:30 main:574] : INFO : Epoch 1949 | loss: 0.0310122 | val_loss: 0.0312962 | Time: 1582.74 ms [2021-09-15 17:48:31 main:574] : INFO : Epoch 1950 | loss: 0.0310177 | val_loss: 0.0312531 | Time: 1559.26 ms [2021-09-15 17:48:33 main:574] : INFO : Epoch 1951 | loss: 0.0310162 | val_loss: 0.0312975 | Time: 1580.86 ms [2021-09-15 17:48:35 main:574] : INFO : Epoch 1952 | loss: 0.0310095 | val_loss: 0.0312867 | Time: 1589.73 ms [2021-09-15 17:48:36 main:574] : INFO : Epoch 1953 | loss: 0.0310141 | val_loss: 0.0313012 | Time: 1513.31 ms [2021-09-15 17:48:38 main:574] : INFO : Epoch 1954 | loss: 0.0310123 | val_loss: 0.0312611 | Time: 1557.97 ms [2021-09-15 17:48:40 main:574] : INFO : Epoch 1955 | loss: 0.0310193 | val_loss: 0.0312794 | Time: 1533.43 ms [2021-09-15 17:48:41 main:574] : INFO : Epoch 1956 | loss: 0.0310098 | val_loss: 0.0312739 | Time: 1527.12 ms [2021-09-15 17:48:43 main:574] : INFO : Epoch 1957 | loss: 0.0310142 | val_loss: 0.0312784 | Time: 1509.42 ms [2021-09-15 17:48:45 main:574] : INFO : Epoch 1958 | loss: 0.0310143 | val_loss: 0.0312707 | Time: 1483 ms [2021-09-15 17:48:46 main:574] : INFO : Epoch 1959 | loss: 0.0310122 | val_loss: 0.0312971 | Time: 1554.1 ms [2021-09-15 17:48:48 main:574] : INFO : Epoch 1960 | loss: 0.0310255 | val_loss: 0.0312715 | Time: 1567.25 ms [2021-09-15 17:48:49 main:574] : INFO : Epoch 1961 | loss: 0.0310149 | val_loss: 0.0312938 | Time: 1556.13 ms [2021-09-15 17:48:51 main:574] : INFO : Epoch 1962 | loss: 0.031003 | val_loss: 0.0313156 | Time: 1613.06 ms [2021-09-15 17:48:53 main:574] : INFO : Epoch 1963 | loss: 0.0310031 | val_loss: 0.0312794 | Time: 1558.81 ms [2021-09-15 17:48:54 main:574] : INFO : Epoch 1964 | loss: 0.0309964 | val_loss: 0.0312989 | Time: 1520.56 ms [2021-09-15 17:48:56 main:574] : INFO : Epoch 1965 | loss: 0.0310036 | val_loss: 0.0312631 | Time: 1567.81 ms [2021-09-15 17:48:58 main:574] : INFO : Epoch 1966 | loss: 0.0310075 | val_loss: 0.0312918 | Time: 1576.72 ms [2021-09-15 17:48:59 main:574] : INFO : Epoch 1967 | loss: 0.0310142 | val_loss: 0.0312676 | Time: 1515.05 ms [2021-09-15 17:49:01 main:574] : INFO : Epoch 1968 | loss: 0.0310103 | val_loss: 0.0312811 | Time: 1506.22 ms [2021-09-15 17:49:03 main:574] : INFO : Epoch 1969 | loss: 0.0310084 | val_loss: 0.0312808 | Time: 1627.93 ms [2021-09-15 17:49:04 main:574] : INFO : Epoch 1970 | loss: 0.0310091 | val_loss: 0.0312861 | Time: 1568.15 ms [2021-09-15 17:49:06 main:574] : INFO : Epoch 1971 | loss: 0.0310182 | val_loss: 0.031311 | Time: 1613.85 ms [2021-09-15 17:49:08 main:574] : INFO : Epoch 1972 | loss: 0.0310132 | val_loss: 0.0312829 | Time: 1587.88 ms [2021-09-15 17:49:09 main:574] : INFO : Epoch 1973 | loss: 0.0310174 | val_loss: 0.0312918 | Time: 1585.75 ms [2021-09-15 17:49:11 main:574] : INFO : Epoch 1974 | loss: 0.031015 | val_loss: 0.0312898 | Time: 1503.27 ms [2021-09-15 17:49:13 main:574] : INFO : Epoch 1975 | loss: 0.0310136 | val_loss: 0.0312861 | Time: 1541.46 ms [2021-09-15 17:49:14 main:574] : INFO : Epoch 1976 | loss: 0.030999 | val_loss: 0.0313102 | Time: 1515.45 ms [2021-09-15 17:49:16 main:574] : INFO : Epoch 1977 | loss: 0.0309937 | val_loss: 0.0312976 | Time: 1573.8 ms [2021-09-15 17:49:18 main:574] : INFO : Epoch 1978 | loss: 0.031004 | val_loss: 0.0313156 | Time: 1554.97 ms [2021-09-15 17:49:19 main:574] : INFO : Epoch 1979 | loss: 0.0310177 | val_loss: 0.0313147 | Time: 1501.69 ms [2021-09-15 17:49:21 main:574] : INFO : Epoch 1980 | loss: 0.0310143 | val_loss: 0.03126 | Time: 1536.91 ms [2021-09-15 17:49:23 main:574] : INFO : Epoch 1981 | loss: 0.0310274 | val_loss: 0.0312982 | Time: 1592.18 ms [2021-09-15 17:49:25 main:574] : INFO : Epoch 1982 | loss: 0.0310092 | val_loss: 0.0312573 | Time: 1660.19 ms [2021-09-15 17:49:26 main:574] : INFO : Epoch 1983 | loss: 0.0310136 | val_loss: 0.0312719 | Time: 1639.79 ms [2021-09-15 17:49:28 main:574] : INFO : Epoch 1984 | loss: 0.0310027 | val_loss: 0.0313002 | Time: 1661.18 ms [2021-09-15 17:49:30 main:574] : INFO : Epoch 1985 | loss: 0.0310075 | val_loss: 0.0312543 | Time: 1644.65 ms [2021-09-15 17:49:32 main:574] : INFO : Epoch 1986 | loss: 0.0310632 | val_loss: 0.0312783 | Time: 1548.57 ms [2021-09-15 17:49:33 main:574] : INFO : Epoch 1987 | loss: 0.0310281 | val_loss: 0.0312607 | Time: 1470.07 ms [2021-09-15 17:49:35 main:574] : INFO : Epoch 1988 | loss: 0.0310093 | val_loss: 0.0313004 | Time: 1538.85 ms [2021-09-15 17:49:37 main:574] : INFO : Epoch 1989 | loss: 0.0310003 | val_loss: 0.0312732 | Time: 1571.45 ms [2021-09-15 17:49:38 main:574] : INFO : Epoch 1990 | loss: 0.0310023 | val_loss: 0.0312926 | Time: 1540.59 ms [2021-09-15 17:49:40 main:574] : INFO : Epoch 1991 | loss: 0.0310011 | val_loss: 0.0313035 | Time: 1529.2 ms [2021-09-15 17:49:41 main:574] : INFO : Epoch 1992 | loss: 0.0310071 | val_loss: 0.031293 | Time: 1551.52 ms [2021-09-15 17:49:43 main:574] : INFO : Epoch 1993 | loss: 0.0310143 | val_loss: 0.0312979 | Time: 1510.17 ms [2021-09-15 17:49:45 main:574] : INFO : Epoch 1994 | loss: 0.031011 | val_loss: 0.0313113 | Time: 1636.64 ms [2021-09-15 17:49:46 main:574] : INFO : Epoch 1995 | loss: 0.0310124 | val_loss: 0.0312875 | Time: 1640.22 ms [2021-09-15 17:49:48 main:574] : INFO : Epoch 1996 | loss: 0.0310021 | val_loss: 0.031313 | Time: 1573.92 ms [2021-09-15 17:49:50 main:574] : INFO : Epoch 1997 | loss: 0.0309966 | val_loss: 0.0312909 | Time: 1525.93 ms [2021-09-15 17:49:51 main:574] : INFO : Epoch 1998 | loss: 0.0309998 | val_loss: 0.0312912 | Time: 1519.77 ms [2021-09-15 17:49:53 main:574] : INFO : Epoch 1999 | loss: 0.0310062 | val_loss: 0.0312567 | Time: 1530.5 ms [2021-09-15 17:49:55 main:574] : INFO : Epoch 2000 | loss: 0.031004 | val_loss: 0.0312613 | Time: 1577.45 ms [2021-09-15 17:49:56 main:574] : INFO : Epoch 2001 | loss: 0.0310143 | val_loss: 0.0313061 | Time: 1570.82 ms [2021-09-15 17:49:58 main:574] : INFO : Epoch 2002 | loss: 0.0310179 | val_loss: 0.0312801 | Time: 1541.15 ms [2021-09-15 17:50:00 main:574] : INFO : Epoch 2003 | loss: 0.0310103 | val_loss: 0.0312637 | Time: 1460.27 ms [2021-09-15 17:50:02 main:574] : INFO : Epoch 2004 | loss: 0.0310133 | val_loss: 0.0312783 | Time: 1602.52 ms [2021-09-15 17:50:04 main:574] : INFO : Epoch 2005 | loss: 0.0310045 | val_loss: 0.0313141 | Time: 1651.36 ms [2021-09-15 17:50:06 main:574] : INFO : Epoch 2006 | loss: 0.0310063 | val_loss: 0.0312815 | Time: 1516.29 ms [2021-09-15 17:50:08 main:574] : INFO : Epoch 2007 | loss: 0.0310006 | val_loss: 0.0313369 | Time: 1509.6 ms [2021-09-15 17:50:09 main:574] : INFO : Epoch 2008 | loss: 0.0310063 | val_loss: 0.0312834 | Time: 1557.42 ms [2021-09-15 17:50:11 main:574] : INFO : Epoch 2009 | loss: 0.0310009 | val_loss: 0.0312776 | Time: 1548.51 ms [2021-09-15 17:50:13 main:574] : INFO : Epoch 2010 | loss: 0.0310065 | val_loss: 0.0313064 | Time: 1511.15 ms [2021-09-15 17:50:15 main:574] : INFO : Epoch 2011 | loss: 0.0310044 | val_loss: 0.0312826 | Time: 1537.59 ms [2021-09-15 17:50:17 main:574] : INFO : Epoch 2012 | loss: 0.0310037 | val_loss: 0.0312812 | Time: 1584.63 ms [2021-09-15 17:50:19 main:574] : INFO : Epoch 2013 | loss: 0.0310068 | val_loss: 0.0312785 | Time: 1562.68 ms [2021-09-15 17:50:20 main:574] : INFO : Epoch 2014 | loss: 0.0310154 | val_loss: 0.0313028 | Time: 1617.05 ms [2021-09-15 17:50:22 main:574] : INFO : Epoch 2015 | loss: 0.0310135 | val_loss: 0.0312721 | Time: 1549.96 ms [2021-09-15 17:50:24 main:574] : INFO : Epoch 2016 | loss: 0.0310291 | val_loss: 0.0312474 | Time: 1598.15 ms [2021-09-15 17:50:25 main:574] : INFO : Epoch 2017 | loss: 0.0310193 | val_loss: 0.0312906 | Time: 1562.63 ms [2021-09-15 17:50:27 main:574] : INFO : Epoch 2018 | loss: 0.0310033 | val_loss: 0.0312692 | Time: 1592.9 ms [2021-09-15 17:50:29 main:574] : INFO : Epoch 2019 | loss: 0.0310089 | val_loss: 0.0312912 | Time: 1593.35 ms [2021-09-15 17:50:30 main:574] : INFO : Epoch 2020 | loss: 0.0310053 | val_loss: 0.0312938 | Time: 1537.99 ms [2021-09-15 17:50:32 main:574] : INFO : Epoch 2021 | loss: 0.0310037 | val_loss: 0.0312846 | Time: 1469.59 ms [2021-09-15 17:50:33 main:574] : INFO : Epoch 2022 | loss: 0.0310049 | val_loss: 0.0313131 | Time: 1530.01 ms [2021-09-15 17:50:35 main:574] : INFO : Epoch 2023 | loss: 0.0310044 | val_loss: 0.031267 | Time: 1569.75 ms [2021-09-15 17:50:37 main:574] : INFO : Epoch 2024 | loss: 0.0310075 | val_loss: 0.031279 | Time: 1584.02 ms [2021-09-15 17:50:38 main:574] : INFO : Epoch 2025 | loss: 0.0310104 | val_loss: 0.0312701 | Time: 1488.62 ms [2021-09-15 17:50:40 main:574] : INFO : Epoch 2026 | loss: 0.0310091 | val_loss: 0.0312851 | Time: 1554.43 ms [2021-09-15 17:50:42 main:574] : INFO : Epoch 2027 | loss: 0.0310078 | val_loss: 0.031262 | Time: 1571.14 ms [2021-09-15 17:50:43 main:574] : INFO : Epoch 2028 | loss: 0.0310206 | val_loss: 0.0312978 | Time: 1570.93 ms [2021-09-15 17:50:45 main:574] : INFO : Epoch 2029 | loss: 0.0310212 | val_loss: 0.0312696 | Time: 1586.19 ms [2021-09-15 17:50:46 main:574] : INFO : Epoch 2030 | loss: 0.0310276 | val_loss: 0.0312599 | Time: 1522.53 ms [2021-09-15 17:50:48 main:574] : INFO : Epoch 2031 | loss: 0.0310243 | val_loss: 0.0312844 | Time: 1505.59 ms [2021-09-15 17:50:50 main:574] : INFO : Epoch 2032 | loss: 0.0310224 | val_loss: 0.0313024 | Time: 1512.28 ms [2021-09-15 17:50:51 main:574] : INFO : Epoch 2033 | loss: 0.0310079 | val_loss: 0.0312736 | Time: 1511.74 ms [2021-09-15 17:50:53 main:574] : INFO : Epoch 2034 | loss: 0.0310048 | val_loss: 0.0313044 | Time: 1584.63 ms [2021-09-15 17:50:55 main:574] : INFO : Epoch 2035 | loss: 0.0310042 | val_loss: 0.0313011 | Time: 1520.89 ms [2021-09-15 17:50:56 main:574] : INFO : Epoch 2036 | loss: 0.0310049 | val_loss: 0.0313036 | Time: 1516.31 ms [2021-09-15 17:50:58 main:574] : INFO : Epoch 2037 | loss: 0.031 | val_loss: 0.0313038 | Time: 1515.94 ms [2021-09-15 17:51:00 main:574] : INFO : Epoch 2038 | loss: 0.030996 | val_loss: 0.0312958 | Time: 1592.03 ms [2021-09-15 17:51:01 main:574] : INFO : Epoch 2039 | loss: 0.0309993 | val_loss: 0.0312773 | Time: 1628.34 ms [2021-09-15 17:51:03 main:574] : INFO : Epoch 2040 | loss: 0.0310065 | val_loss: 0.0313102 | Time: 1554.63 ms [2021-09-15 17:51:05 main:574] : INFO : Epoch 2041 | loss: 0.0310044 | val_loss: 0.0312727 | Time: 1603.91 ms [2021-09-15 17:51:07 main:574] : INFO : Epoch 2042 | loss: 0.0310333 | val_loss: 0.0312666 | Time: 1518.25 ms [2021-09-15 17:51:08 main:574] : INFO : Epoch 2043 | loss: 0.0310273 | val_loss: 0.0313205 | Time: 1507.71 ms [2021-09-15 17:51:10 main:574] : INFO : Epoch 2044 | loss: 0.0310102 | val_loss: 0.0313009 | Time: 1515.76 ms [2021-09-15 17:51:11 main:574] : INFO : Epoch 2045 | loss: 0.0310049 | val_loss: 0.0312751 | Time: 1531.73 ms [2021-09-15 17:51:13 main:574] : INFO : Epoch 2046 | loss: 0.0310041 | val_loss: 0.0312906 | Time: 1595.84 ms [2021-09-15 17:51:15 main:574] : INFO : Epoch 2047 | loss: 0.0310055 | val_loss: 0.0313002 | Time: 1512.81 ms [2021-09-15 17:51:16 main:574] : INFO : Epoch 2048 | loss: 0.0310088 | val_loss: 0.0312967 | Time: 1573.91 ms [2021-09-15 17:51:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312967 [2021-09-15 17:51:16 main:603] : INFO : Saving end state to config to file [2021-09-15 17:51:17 main:608] : INFO : Success, exiting.. 17:51:17 (11980): 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)