Task 3903362
| Name | ParityModified-1611720668-24409-2_0 |
| Workunit | 2055987 |
| Created | 1 Feb 2021, 9:37:09 UTC |
| Sent | 1 Feb 2021, 17:22:01 UTC |
| Report deadline | 8 Feb 2021, 17:22:01 UTC |
| Received | 17 Feb 2021, 20:25:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 49 min 35 sec |
| CPU time | 45 min 24 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-02-17 21:05:53 main:574] : INFO : Epoch 1693 | loss: 0.0311019 | val_loss: 0.0311432 | Time: 1275.91 ms [2021-02-17 21:05:55 main:574] : INFO : Epoch 1694 | loss: 0.0311026 | val_loss: 0.0311449 | Time: 1287.17 ms [2021-02-17 21:05:57 main:574] : INFO : Epoch 1695 | loss: 0.0310999 | val_loss: 0.0311457 | Time: 1234.88 ms [2021-02-17 21:05:59 main:574] : INFO : Epoch 1696 | loss: 0.0310994 | val_loss: 0.0311448 | Time: 1268.65 ms [2021-02-17 21:06:01 main:574] : INFO : Epoch 1697 | loss: 0.0311027 | val_loss: 0.03114 | Time: 1354.17 ms [2021-02-17 21:06:03 main:574] : INFO : Epoch 1698 | loss: 0.0311077 | val_loss: 0.0311401 | Time: 1271.42 ms [2021-02-17 21:06:05 main:574] : INFO : Epoch 1699 | loss: 0.0311046 | val_loss: 0.0311407 | Time: 1820.98 ms [2021-02-17 21:06:06 main:574] : INFO : Epoch 1700 | loss: 0.0311029 | val_loss: 0.0311408 | Time: 1419.89 ms [2021-02-17 21:06:08 main:574] : INFO : Epoch 1701 | loss: 0.0311039 | val_loss: 0.0311425 | Time: 1643.07 ms [2021-02-17 21:06:09 main:574] : INFO : Epoch 1702 | loss: 0.0311057 | val_loss: 0.031143 | Time: 1641.55 ms [2021-02-17 21:06:11 main:574] : INFO : Epoch 1703 | loss: 0.0311044 | val_loss: 0.031141 | Time: 1459.79 ms [2021-02-17 21:06:13 main:574] : INFO : Epoch 1704 | loss: 0.0311029 | val_loss: 0.0311363 | Time: 1820.37 ms [2021-02-17 21:06:14 main:574] : INFO : Epoch 1705 | loss: 0.0311019 | val_loss: 0.0311405 | Time: 1459.67 ms [2021-02-17 21:06:16 main:574] : INFO : Epoch 1706 | loss: 0.0311028 | val_loss: 0.031141 | Time: 1592.42 ms [2021-02-17 21:06:17 main:574] : INFO : Epoch 1707 | loss: 0.0311024 | val_loss: 0.0311408 | Time: 1671.98 ms [2021-02-17 21:06:19 main:574] : INFO : Epoch 1708 | loss: 0.0311008 | val_loss: 0.031137 | Time: 1367.33 ms [2021-02-17 21:06:41 main:574] : INFO : Epoch 1709 | loss: 0.0311012 | val_loss: 0.0311376 | Time: 22383.9 ms [2021-02-17 21:06:46 main:574] : INFO : Epoch 1710 | loss: 0.0311001 | val_loss: 0.0311431 | Time: 1707.86 ms [2021-02-17 21:06:52 main:574] : INFO : Epoch 1711 | loss: 0.0310988 | val_loss: 0.0311441 | Time: 1295.7 ms [2021-02-17 21:06:53 main:574] : INFO : Epoch 1712 | loss: 0.0310974 | val_loss: 0.0311448 | Time: 1747.9 ms [2021-02-17 21:06:55 main:574] : INFO : Epoch 1713 | loss: 0.0310973 | val_loss: 0.031141 | Time: 1347.85 ms [2021-02-17 21:06:56 main:574] : INFO : Epoch 1714 | loss: 0.0310977 | val_loss: 0.0311424 | Time: 1423.66 ms [2021-02-17 21:06:58 main:574] : INFO : Epoch 1715 | loss: 0.0311 | val_loss: 0.0311439 | Time: 1865.58 ms [2021-02-17 21:07:00 main:574] : INFO : Epoch 1716 | loss: 0.0311007 | val_loss: 0.031144 | Time: 1480.04 ms [2021-02-17 21:07:32 main:574] : INFO : Epoch 1717 | loss: 0.0311052 | val_loss: 0.0311381 | Time: 31982.3 ms [2021-02-17 21:07:33 main:574] : INFO : Epoch 1718 | loss: 0.0311044 | val_loss: 0.0311367 | Time: 1301.93 ms [2021-02-17 21:07:34 main:574] : INFO : Epoch 1719 | loss: 0.0310999 | val_loss: 0.0311365 | Time: 1290.93 ms [2021-02-17 21:07:36 main:574] : INFO : Epoch 1720 | loss: 0.0311001 | val_loss: 0.0311345 | Time: 1600.12 ms [2021-02-17 21:07:37 main:574] : INFO : Epoch 1721 | loss: 0.0311032 | val_loss: 0.0311387 | Time: 1280.06 ms [2021-02-17 21:07:38 main:574] : INFO : Epoch 1722 | loss: 0.0311015 | val_loss: 0.0311405 | Time: 1241.77 ms [2021-02-17 21:07:40 main:574] : INFO : Epoch 1723 | loss: 0.0311016 | val_loss: 0.0311357 | Time: 1584.29 ms [2021-02-17 21:07:41 main:574] : INFO : Epoch 1724 | loss: 0.0311031 | val_loss: 0.0311398 | Time: 1259.36 ms [2021-02-17 21:07:43 main:574] : INFO : Epoch 1725 | loss: 0.0311034 | val_loss: 0.0311403 | Time: 1290.55 ms [2021-02-17 21:07:44 main:574] : INFO : Epoch 1726 | loss: 0.0311014 | val_loss: 0.0311367 | Time: 1571.95 ms [2021-02-17 21:07:45 main:574] : INFO : Epoch 1727 | loss: 0.0311016 | val_loss: 0.03114 | Time: 1254.03 ms [2021-02-17 21:07:47 main:574] : INFO : Epoch 1728 | loss: 0.0311011 | val_loss: 0.0311431 | Time: 1386.86 ms [2021-02-17 21:07:48 main:574] : INFO : Epoch 1729 | loss: 0.0311091 | val_loss: 0.0311449 | Time: 1461.27 ms [2021-02-17 21:07:49 main:574] : INFO : Epoch 1730 | loss: 0.0311114 | val_loss: 0.0311411 | Time: 1204.77 ms [2021-02-17 21:07:51 main:574] : INFO : Epoch 1731 | loss: 0.0311169 | val_loss: 0.0311403 | Time: 1372.9 ms [2021-02-17 21:07:52 main:574] : INFO : Epoch 1732 | loss: 0.0311213 | val_loss: 0.0311387 | Time: 1458.87 ms [2021-02-17 21:07:53 main:574] : INFO : Epoch 1733 | loss: 0.0311171 | val_loss: 0.0311374 | Time: 1203.36 ms [2021-02-17 21:07:55 main:574] : INFO : Epoch 1734 | loss: 0.0311122 | val_loss: 0.0311339 | Time: 1301.01 ms [2021-02-17 21:07:56 main:574] : INFO : Epoch 1735 | loss: 0.0311074 | val_loss: 0.0311345 | Time: 1462.13 ms [2021-02-17 21:07:58 main:574] : INFO : Epoch 1736 | loss: 0.0311067 | val_loss: 0.0311423 | Time: 1253.08 ms [2021-02-17 21:07:59 main:574] : INFO : Epoch 1737 | loss: 0.0311065 | val_loss: 0.0311376 | Time: 1405.35 ms [2021-02-17 21:08:00 main:574] : INFO : Epoch 1738 | loss: 0.0311052 | val_loss: 0.0311307 | Time: 1420.63 ms [2021-02-17 21:08:02 main:574] : INFO : Epoch 1739 | loss: 0.0311102 | val_loss: 0.0311308 | Time: 1228.04 ms [2021-02-17 21:08:03 main:574] : INFO : Epoch 1740 | loss: 0.0311112 | val_loss: 0.0311353 | Time: 1491.83 ms [2021-02-17 21:08:05 main:574] : INFO : Epoch 1741 | loss: 0.0311117 | val_loss: 0.0311382 | Time: 1397.68 ms [2021-02-17 21:08:06 main:574] : INFO : Epoch 1742 | loss: 0.0311107 | val_loss: 0.0311441 | Time: 1253.76 ms [2021-02-17 21:08:07 main:574] : INFO : Epoch 1743 | loss: 0.0311099 | val_loss: 0.0311359 | Time: 1554.24 ms [2021-02-17 21:08:09 main:574] : INFO : Epoch 1744 | loss: 0.0311075 | val_loss: 0.0311366 | Time: 1325.23 ms [2021-02-17 21:08:10 main:574] : INFO : Epoch 1745 | loss: 0.0311064 | val_loss: 0.0311408 | Time: 1258.31 ms [2021-02-17 21:08:12 main:574] : INFO : Epoch 1746 | loss: 0.031107 | val_loss: 0.0311379 | Time: 1604.92 ms [2021-02-17 21:08:13 main:574] : INFO : Epoch 1747 | loss: 0.0311059 | val_loss: 0.0311372 | Time: 1266.48 ms [2021-02-17 21:08:14 main:574] : INFO : Epoch 1748 | loss: 0.0311045 | val_loss: 0.0311366 | Time: 1228.88 ms [2021-02-17 21:08:16 main:574] : INFO : Epoch 1749 | loss: 0.0311038 | val_loss: 0.0311394 | Time: 1618.07 ms [2021-02-17 21:08:17 main:574] : INFO : Epoch 1750 | loss: 0.0311019 | val_loss: 0.0311391 | Time: 1288.91 ms [2021-02-17 21:08:18 main:574] : INFO : Epoch 1751 | loss: 0.0311012 | val_loss: 0.0311364 | Time: 1223.05 ms [2021-02-17 21:08:20 main:574] : INFO : Epoch 1752 | loss: 0.0311006 | val_loss: 0.0311403 | Time: 1619.63 ms [2021-02-17 21:08:21 main:574] : INFO : Epoch 1753 | loss: 0.0311003 | val_loss: 0.0311384 | Time: 1288.33 ms [2021-02-17 21:08:22 main:574] : INFO : Epoch 1754 | loss: 0.0311008 | val_loss: 0.031139 | Time: 1233.75 ms [2021-02-17 21:08:24 main:574] : INFO : Epoch 1755 | loss: 0.0311021 | val_loss: 0.0311363 | Time: 1567.73 ms [2021-02-17 21:08:25 main:574] : INFO : Epoch 1756 | loss: 0.0311099 | val_loss: 0.0311341 | Time: 1223.81 ms [2021-02-17 21:08:26 main:574] : INFO : Epoch 1757 | loss: 0.0311082 | val_loss: 0.0311357 | Time: 1251.52 ms [2021-02-17 21:08:28 main:574] : INFO : Epoch 1758 | loss: 0.0311054 | val_loss: 0.0311342 | Time: 1591.35 ms [2021-02-17 21:08:29 main:574] : INFO : Epoch 1759 | loss: 0.0311043 | val_loss: 0.0311371 | Time: 1275.15 ms [2021-02-17 21:08:31 main:574] : INFO : Epoch 1760 | loss: 0.0311058 | val_loss: 0.0311355 | Time: 1255 ms [2021-02-17 21:08:32 main:574] : INFO : Epoch 1761 | loss: 0.0311083 | val_loss: 0.0311355 | Time: 1578.12 ms [2021-02-17 21:08:34 main:574] : INFO : Epoch 1762 | loss: 0.0311065 | val_loss: 0.0311338 | Time: 1323.43 ms [2021-02-17 21:08:35 main:574] : INFO : Epoch 1763 | loss: 0.0311041 | val_loss: 0.0311364 | Time: 1343.66 ms [2021-02-17 21:08:36 main:574] : INFO : Epoch 1764 | loss: 0.0311023 | val_loss: 0.0311344 | Time: 1553.07 ms [2021-02-17 21:08:38 main:574] : INFO : Epoch 1765 | loss: 0.0310991 | val_loss: 0.0311334 | Time: 1259.11 ms [2021-02-17 21:08:39 main:574] : INFO : Epoch 1766 | loss: 0.0310993 | val_loss: 0.03113 | Time: 1436.52 ms [2021-02-17 21:08:41 main:574] : INFO : Epoch 1767 | loss: 0.0311044 | val_loss: 0.0311348 | Time: 1427.96 ms [2021-02-17 21:08:42 main:574] : INFO : Epoch 1768 | loss: 0.0311061 | val_loss: 0.03114 | Time: 1214.03 ms [2021-02-17 21:08:43 main:574] : INFO : Epoch 1769 | loss: 0.031104 | val_loss: 0.0311377 | Time: 1517.75 ms [2021-02-17 21:08:45 main:574] : INFO : Epoch 1770 | loss: 0.0311038 | val_loss: 0.0311374 | Time: 1387.36 ms [2021-02-17 21:08:46 main:574] : INFO : Epoch 1771 | loss: 0.0311004 | val_loss: 0.0311333 | Time: 1261.96 ms [2021-02-17 21:08:48 main:574] : INFO : Epoch 1772 | loss: 0.0310978 | val_loss: 0.0311336 | Time: 1530.51 ms [2021-02-17 21:08:49 main:574] : INFO : Epoch 1773 | loss: 0.0310972 | val_loss: 0.0311364 | Time: 1355.76 ms [2021-02-17 21:08:50 main:574] : INFO : Epoch 1774 | loss: 0.0310969 | val_loss: 0.0311348 | Time: 1293.68 ms [2021-02-17 21:08:52 main:574] : INFO : Epoch 1775 | loss: 0.0310974 | val_loss: 0.0311393 | Time: 1527.5 ms [2021-02-17 21:08:53 main:574] : INFO : Epoch 1776 | loss: 0.0310954 | val_loss: 0.0311334 | Time: 1218.25 ms [2021-02-17 21:08:54 main:574] : INFO : Epoch 1777 | loss: 0.0310963 | val_loss: 0.0311341 | Time: 1279.51 ms [2021-02-17 21:08:56 main:574] : INFO : Epoch 1778 | loss: 0.0310979 | val_loss: 0.031134 | Time: 1585.53 ms [2021-02-17 21:08:57 main:574] : INFO : Epoch 1779 | loss: 0.0310978 | val_loss: 0.0311388 | Time: 1270.09 ms [2021-02-17 21:08:58 main:574] : INFO : Epoch 1780 | loss: 0.031099 | val_loss: 0.0311394 | Time: 1253.79 ms [2021-02-17 21:09:00 main:574] : INFO : Epoch 1781 | loss: 0.0310965 | val_loss: 0.0311406 | Time: 1586.3 ms [2021-02-17 21:09:01 main:574] : INFO : Epoch 1782 | loss: 0.0310975 | val_loss: 0.0311375 | Time: 1225.88 ms [2021-02-17 21:09:02 main:574] : INFO : Epoch 1783 | loss: 0.0310958 | val_loss: 0.031144 | Time: 1220.64 ms [2021-02-17 21:09:04 main:574] : INFO : Epoch 1784 | loss: 0.031095 | val_loss: 0.0311375 | Time: 1686.23 ms [2021-02-17 21:09:05 main:574] : INFO : Epoch 1785 | loss: 0.0310956 | val_loss: 0.0311391 | Time: 1249.53 ms [2021-02-17 21:09:07 main:574] : INFO : Epoch 1786 | loss: 0.0310965 | val_loss: 0.0311404 | Time: 1205.38 ms [2021-02-17 21:09:08 main:574] : INFO : Epoch 1787 | loss: 0.0310979 | val_loss: 0.0311358 | Time: 1591.27 ms [2021-02-17 21:09:09 main:574] : INFO : Epoch 1788 | loss: 0.0310958 | val_loss: 0.0311404 | Time: 1231.39 ms [2021-02-17 21:09:11 main:574] : INFO : Epoch 1789 | loss: 0.0310968 | val_loss: 0.0311395 | Time: 1240.97 ms [2021-02-17 21:09:12 main:574] : INFO : Epoch 1790 | loss: 0.031101 | val_loss: 0.0311396 | Time: 1560.53 ms [2021-02-17 21:09:14 main:574] : INFO : Epoch 1791 | loss: 0.0311025 | val_loss: 0.0311319 | Time: 1245.58 ms [2021-02-17 21:09:15 main:574] : INFO : Epoch 1792 | loss: 0.0311015 | val_loss: 0.0311381 | Time: 1282.29 ms [2021-02-17 21:09:16 main:574] : INFO : Epoch 1793 | loss: 0.0310993 | val_loss: 0.0311425 | Time: 1585.34 ms [2021-02-17 21:09:18 main:574] : INFO : Epoch 1794 | loss: 0.0310991 | val_loss: 0.0311387 | Time: 1218.92 ms [2021-02-17 21:09:19 main:574] : INFO : Epoch 1795 | loss: 0.0310953 | val_loss: 0.0311339 | Time: 1254.46 ms [2021-02-17 21:09:20 main:574] : INFO : Epoch 1796 | loss: 0.0310953 | val_loss: 0.0311337 | Time: 1571.06 ms [2021-02-17 21:09:22 main:574] : INFO : Epoch 1797 | loss: 0.031097 | val_loss: 0.031136 | Time: 1220.62 ms [2021-02-17 21:09:23 main:574] : INFO : Epoch 1798 | loss: 0.031098 | val_loss: 0.0311365 | Time: 1271.28 ms [2021-02-17 21:09:25 main:574] : INFO : Epoch 1799 | loss: 0.0310991 | val_loss: 0.031144 | Time: 1578.41 ms [2021-02-17 21:09:26 main:574] : INFO : Epoch 1800 | loss: 0.0311027 | val_loss: 0.0311471 | Time: 1261.26 ms [2021-02-17 21:09:27 main:574] : INFO : Epoch 1801 | loss: 0.0311025 | val_loss: 0.0311385 | Time: 1295.35 ms [2021-02-17 21:09:29 main:574] : INFO : Epoch 1802 | loss: 0.0310997 | val_loss: 0.03114 | Time: 1531.12 ms [2021-02-17 21:09:30 main:574] : INFO : Epoch 1803 | loss: 0.0311021 | val_loss: 0.0311447 | Time: 1256.75 ms [2021-02-17 21:09:31 main:574] : INFO : Epoch 1804 | loss: 0.0311031 | val_loss: 0.0311385 | Time: 1357.5 ms [2021-02-17 21:09:33 main:574] : INFO : Epoch 1805 | loss: 0.0311032 | val_loss: 0.0311334 | Time: 1475.2 ms [2021-02-17 21:09:34 main:574] : INFO : Epoch 1806 | loss: 0.0310978 | val_loss: 0.0311327 | Time: 1219.34 ms [2021-02-17 21:09:35 main:574] : INFO : Epoch 1807 | loss: 0.0310961 | val_loss: 0.0311393 | Time: 1448.39 ms [2021-02-17 21:09:37 main:574] : INFO : Epoch 1808 | loss: 0.0310949 | val_loss: 0.0311333 | Time: 1443.48 ms [2021-02-17 21:09:38 main:574] : INFO : Epoch 1809 | loss: 0.0310981 | val_loss: 0.0311334 | Time: 1230.94 ms [2021-02-17 21:09:40 main:574] : INFO : Epoch 1810 | loss: 0.0311007 | val_loss: 0.0311312 | Time: 1474.22 ms [2021-02-17 21:09:41 main:574] : INFO : Epoch 1811 | loss: 0.0310974 | val_loss: 0.0311386 | Time: 1390.66 ms [2021-02-17 21:09:42 main:574] : INFO : Epoch 1812 | loss: 0.0311041 | val_loss: 0.0311317 | Time: 1272.24 ms [2021-02-17 21:09:44 main:574] : INFO : Epoch 1813 | loss: 0.0311011 | val_loss: 0.0311371 | Time: 1495.92 ms [2021-02-17 21:09:45 main:574] : INFO : Epoch 1814 | loss: 0.0310976 | val_loss: 0.0311392 | Time: 1267.78 ms [2021-02-17 21:09:46 main:574] : INFO : Epoch 1815 | loss: 0.0310969 | val_loss: 0.0311364 | Time: 1262.14 ms [2021-02-17 21:09:48 main:574] : INFO : Epoch 1816 | loss: 0.0310957 | val_loss: 0.0311436 | Time: 1600.69 ms [2021-02-17 21:09:49 main:574] : INFO : Epoch 1817 | loss: 0.031098 | val_loss: 0.0311412 | Time: 1260.31 ms [2021-02-17 21:09:51 main:574] : INFO : Epoch 1818 | loss: 0.0310965 | val_loss: 0.0311468 | Time: 1278.95 ms [2021-02-17 21:09:52 main:574] : INFO : Epoch 1819 | loss: 0.0310949 | val_loss: 0.0311446 | Time: 1550.41 ms [2021-02-17 21:09:53 main:574] : INFO : Epoch 1820 | loss: 0.0310952 | val_loss: 0.031138 | Time: 1239 ms [2021-02-17 21:09:55 main:574] : INFO : Epoch 1821 | loss: 0.0310957 | val_loss: 0.0311383 | Time: 1237.63 ms [2021-02-17 21:09:56 main:574] : INFO : Epoch 1822 | loss: 0.0310912 | val_loss: 0.0311399 | Time: 1615.01 ms [2021-02-17 21:09:57 main:574] : INFO : Epoch 1823 | loss: 0.0310946 | val_loss: 0.031136 | Time: 1256.99 ms [2021-02-17 21:09:59 main:574] : INFO : Epoch 1824 | loss: 0.0311015 | val_loss: 0.0311383 | Time: 1243.55 ms [2021-02-17 21:10:00 main:574] : INFO : Epoch 1825 | loss: 0.0310997 | val_loss: 0.0311368 | Time: 1563.36 ms [2021-02-17 21:10:02 main:574] : INFO : Epoch 1826 | loss: 0.0310965 | val_loss: 0.0311403 | Time: 1254.47 ms [2021-02-17 21:10:03 main:574] : INFO : Epoch 1827 | loss: 0.0310969 | val_loss: 0.0311352 | Time: 1251.47 ms [2021-02-17 21:10:04 main:574] : INFO : Epoch 1828 | loss: 0.0310967 | val_loss: 0.0311341 | Time: 1591.13 ms [2021-02-17 21:10:06 main:574] : INFO : Epoch 1829 | loss: 0.0310973 | val_loss: 0.0311296 | Time: 1238.74 ms [2021-02-17 21:10:07 main:574] : INFO : Epoch 1830 | loss: 0.0310971 | val_loss: 0.031139 | Time: 1227.29 ms [2021-02-17 21:10:09 main:574] : INFO : Epoch 1831 | loss: 0.0310974 | val_loss: 0.0311351 | Time: 1620.98 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080) [2021-02-17 21:17:58 main:435] : INFO : Set logging level to 1 [2021-02-17 21:17:58 main:441] : INFO : Running in BOINC Client mode [2021-02-17 21:17:58 main:444] : INFO : Resolving all filenames [2021-02-17 21:17:58 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-02-17 21:17:58 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611720668-24409-2_0_r1706923883_1 (exists = 1) [2021-02-17 21:17:58 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611720668-24409-2_0_r1706923883_0 (exists = 0) [2021-02-17 21:17:58 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611720668-24409-2 (exists = 1) [2021-02-17 21:17:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-02-17 21:17:58 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-02-17 21:17:58 main:474] : INFO : Configuration: [2021-02-17 21:17:58 main:475] : INFO : Model type: GRU [2021-02-17 21:17:58 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-02-17 21:17:58 main:477] : INFO : Max Epochs: 2048 [2021-02-17 21:17:58 main:478] : INFO : Batch Size: 128 [2021-02-17 21:17:58 main:479] : INFO : Learning Rate: 0.01 [2021-02-17 21:17:58 main:480] : INFO : Patience: 10 [2021-02-17 21:17:58 main:481] : INFO : Hidden Width: 12 [2021-02-17 21:17:58 main:482] : INFO : # Recurrent Layers: 4 [2021-02-17 21:17:58 main:483] : INFO : # Backend Layers: 4 [2021-02-17 21:17:58 main:484] : INFO : # Threads: 1 [2021-02-17 21:17:58 main:486] : INFO : Preparing Dataset [2021-02-17 21:17:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-17 21:17:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-17 21:18:00 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-02-17 21:18:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-17 21:18:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-02-17 21:18:00 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-02-17 21:18:00 main:494] : INFO : Creating Model [2021-02-17 21:18:00 main:507] : INFO : Preparing config file [2021-02-17 21:18:00 main:511] : INFO : Found checkpoint, attempting to load... [2021-02-17 21:18:00 main:512] : INFO : Loading config [2021-02-17 21:18:00 main:514] : INFO : Loading state [2021-02-17 21:18:01 main:559] : INFO : Loading DataLoader into Memory [2021-02-17 21:18:01 main:562] : INFO : Starting Training [2021-02-17 21:18:02 main:574] : INFO : Epoch 1711 | loss: 0.0316176 | val_loss: 0.0312229 | Time: 1376.2 ms [2021-02-17 21:18:04 main:574] : INFO : Epoch 1712 | loss: 0.0311725 | val_loss: 0.031167 | Time: 1214.33 ms [2021-02-17 21:18:05 main:574] : INFO : Epoch 1713 | loss: 0.0311277 | val_loss: 0.0311431 | Time: 1239.68 ms [2021-02-17 21:18:06 main:574] : INFO : Epoch 1714 | loss: 0.0311103 | val_loss: 0.0311412 | Time: 1092.88 ms [2021-02-17 21:18:07 main:574] : INFO : Epoch 1715 | loss: 0.0311085 | val_loss: 0.0311381 | Time: 1110.77 ms [2021-02-17 21:18:09 main:574] : INFO : Epoch 1716 | loss: 0.031106 | val_loss: 0.0311367 | Time: 1448.17 ms [2021-02-17 21:18:10 main:574] : INFO : Epoch 1717 | loss: 0.0311057 | val_loss: 0.0311376 | Time: 1118.74 ms [2021-02-17 21:18:11 main:574] : INFO : Epoch 1718 | loss: 0.031103 | val_loss: 0.0311361 | Time: 1103.43 ms [2021-02-17 21:18:12 main:574] : INFO : Epoch 1719 | loss: 0.0311048 | val_loss: 0.0311351 | Time: 1408.89 ms [2021-02-17 21:18:13 main:574] : INFO : Epoch 1720 | loss: 0.0311032 | val_loss: 0.0311406 | Time: 1112.09 ms [2021-02-17 21:18:14 main:574] : INFO : Epoch 1721 | loss: 0.0311092 | val_loss: 0.0311379 | Time: 1100.03 ms [2021-02-17 21:18:16 main:574] : INFO : Epoch 1722 | loss: 0.0311105 | val_loss: 0.031137 | Time: 1268.7 ms [2021-02-17 21:18:17 main:574] : INFO : Epoch 1723 | loss: 0.0311076 | val_loss: 0.0311374 | Time: 1258.23 ms [2021-02-17 21:18:18 main:574] : INFO : Epoch 1724 | loss: 0.0311052 | val_loss: 0.0311421 | Time: 1112.79 ms [2021-02-17 21:18:19 main:574] : INFO : Epoch 1725 | loss: 0.0311067 | val_loss: 0.031139 | Time: 1125.22 ms [2021-02-17 21:18:21 main:574] : INFO : Epoch 1726 | loss: 0.0311177 | val_loss: 0.0311457 | Time: 1404.43 ms [2021-02-17 21:18:22 main:574] : INFO : Epoch 1727 | loss: 0.0311155 | val_loss: 0.0311455 | Time: 1102.3 ms [2021-02-17 21:18:23 main:574] : INFO : Epoch 1728 | loss: 0.031108 | val_loss: 0.0311381 | Time: 1114.78 ms [2021-02-17 21:18:24 main:574] : INFO : Epoch 1729 | loss: 0.0311088 | val_loss: 0.0311483 | Time: 1406.55 ms [2021-02-17 21:18:25 main:574] : INFO : Epoch 1730 | loss: 0.031104 | val_loss: 0.0311349 | Time: 1105.88 ms [2021-02-17 21:18:26 main:574] : INFO : Epoch 1731 | loss: 0.0311035 | val_loss: 0.0311372 | Time: 1117.97 ms [2021-02-17 21:18:28 main:574] : INFO : Epoch 1732 | loss: 0.0311051 | val_loss: 0.0311474 | Time: 1295.83 ms [2021-02-17 21:18:29 main:574] : INFO : Epoch 1733 | loss: 0.0311071 | val_loss: 0.0311374 | Time: 1248.79 ms [2021-02-17 21:18:30 main:574] : INFO : Epoch 1734 | loss: 0.0311044 | val_loss: 0.0311359 | Time: 1098.43 ms [2021-02-17 21:18:31 main:574] : INFO : Epoch 1735 | loss: 0.0311047 | val_loss: 0.0311446 | Time: 1132.68 ms [2021-02-17 21:18:33 main:574] : INFO : Epoch 1736 | loss: 0.0311037 | val_loss: 0.0311438 | Time: 1388.97 ms [2021-02-17 21:18:34 main:574] : INFO : Epoch 1737 | loss: 0.031105 | val_loss: 0.0311394 | Time: 1108.97 ms [2021-02-17 21:18:35 main:574] : INFO : Epoch 1738 | loss: 0.0311041 | val_loss: 0.0311484 | Time: 1115.07 ms [2021-02-17 21:18:36 main:574] : INFO : Epoch 1739 | loss: 0.0311031 | val_loss: 0.0311515 | Time: 1422.62 ms [2021-02-17 21:18:38 main:574] : INFO : Epoch 1740 | loss: 0.0311024 | val_loss: 0.0311403 | Time: 1121.19 ms [2021-02-17 21:18:39 main:574] : INFO : Epoch 1741 | loss: 0.0311057 | val_loss: 0.0311465 | Time: 1099.54 ms [2021-02-17 21:18:40 main:574] : INFO : Epoch 1742 | loss: 0.031102 | val_loss: 0.031141 | Time: 1276.35 ms [2021-02-17 21:18:41 main:574] : INFO : Epoch 1743 | loss: 0.0310993 | val_loss: 0.0311401 | Time: 1225.13 ms [2021-02-17 21:18:42 main:574] : INFO : Epoch 1744 | loss: 0.0311003 | val_loss: 0.031138 | Time: 1104.89 ms [2021-02-17 21:18:43 main:574] : INFO : Epoch 1745 | loss: 0.0310992 | val_loss: 0.0311394 | Time: 1170.28 ms [2021-02-17 21:18:45 main:574] : INFO : Epoch 1746 | loss: 0.0310997 | val_loss: 0.0311365 | Time: 1346.35 ms [2021-02-17 21:18:46 main:574] : INFO : Epoch 1747 | loss: 0.0311002 | val_loss: 0.0311421 | Time: 1088.46 ms [2021-02-17 21:18:47 main:574] : INFO : Epoch 1748 | loss: 0.0311004 | val_loss: 0.0311406 | Time: 1102.7 ms [2021-02-17 21:18:48 main:574] : INFO : Epoch 1749 | loss: 0.0311044 | val_loss: 0.0311418 | Time: 1396.5 ms [2021-02-17 21:18:50 main:574] : INFO : Epoch 1750 | loss: 0.0311059 | val_loss: 0.031134 | Time: 1102.72 ms [2021-02-17 21:18:51 main:574] : INFO : Epoch 1751 | loss: 0.0311064 | val_loss: 0.0311359 | Time: 1114.17 ms [2021-02-17 21:18:52 main:574] : INFO : Epoch 1752 | loss: 0.0311022 | val_loss: 0.0311426 | Time: 1225.53 ms [2021-02-17 21:18:53 main:574] : INFO : Epoch 1753 | loss: 0.0310998 | val_loss: 0.0311383 | Time: 1242.15 ms [2021-02-17 21:18:54 main:574] : INFO : Epoch 1754 | loss: 0.0310958 | val_loss: 0.0311384 | Time: 1110.57 ms [2021-02-17 21:18:55 main:574] : INFO : Epoch 1755 | loss: 0.0310994 | val_loss: 0.0311389 | Time: 1120.42 ms [2021-02-17 21:18:57 main:574] : INFO : Epoch 1756 | loss: 0.0311001 | val_loss: 0.0311461 | Time: 1373.42 ms [2021-02-17 21:18:58 main:574] : INFO : Epoch 1757 | loss: 0.0311018 | val_loss: 0.0311395 | Time: 1418.16 ms [2021-02-17 21:19:00 main:574] : INFO : Epoch 1758 | loss: 0.031101 | val_loss: 0.0311355 | Time: 1924.67 ms [2021-02-17 21:19:01 main:574] : INFO : Epoch 1759 | loss: 0.0311004 | val_loss: 0.0311396 | Time: 1307.42 ms [2021-02-17 21:19:03 main:574] : INFO : Epoch 1760 | loss: 0.0311018 | val_loss: 0.0311476 | Time: 1181.42 ms [2021-02-17 21:19:04 main:574] : INFO : Epoch 1761 | loss: 0.0310975 | val_loss: 0.0311442 | Time: 1383.7 ms [2021-02-17 21:19:05 main:574] : INFO : Epoch 1762 | loss: 0.0310985 | val_loss: 0.0311358 | Time: 1420.87 ms [2021-02-17 21:19:07 main:574] : INFO : Epoch 1763 | loss: 0.0311036 | val_loss: 0.0311433 | Time: 1188.97 ms [2021-02-17 21:19:08 main:574] : INFO : Epoch 1764 | loss: 0.0310968 | val_loss: 0.0311386 | Time: 1452.65 ms [2021-02-17 21:19:10 main:574] : INFO : Epoch 1765 | loss: 0.0310971 | val_loss: 0.0311434 | Time: 1371.03 ms [2021-02-17 21:19:11 main:574] : INFO : Epoch 1766 | loss: 0.031101 | val_loss: 0.0311407 | Time: 1211.57 ms [2021-02-17 21:19:12 main:574] : INFO : Epoch 1767 | loss: 0.031104 | val_loss: 0.0311463 | Time: 1502.64 ms [2021-02-17 21:19:14 main:574] : INFO : Epoch 1768 | loss: 0.0311045 | val_loss: 0.0311449 | Time: 1271.36 ms [2021-02-17 21:19:15 main:574] : INFO : Epoch 1769 | loss: 0.0311009 | val_loss: 0.0311429 | Time: 1145.74 ms [2021-02-17 21:19:16 main:574] : INFO : Epoch 1770 | loss: 0.0310997 | val_loss: 0.0311413 | Time: 1421.35 ms [2021-02-17 21:19:17 main:574] : INFO : Epoch 1771 | loss: 0.0310977 | val_loss: 0.0311421 | Time: 1357.05 ms [2021-02-17 21:19:19 main:574] : INFO : Epoch 1772 | loss: 0.0310985 | val_loss: 0.0311452 | Time: 1193.25 ms [2021-02-17 21:19:20 main:574] : INFO : Epoch 1773 | loss: 0.0310976 | val_loss: 0.0311501 | Time: 1373.03 ms [2021-02-17 21:19:21 main:574] : INFO : Epoch 1774 | loss: 0.0310988 | val_loss: 0.0311476 | Time: 1364.2 ms [2021-02-17 21:19:23 main:574] : INFO : Epoch 1775 | loss: 0.0310975 | val_loss: 0.0311445 | Time: 1193.28 ms [2021-02-17 21:19:24 main:574] : INFO : Epoch 1776 | loss: 0.0311001 | val_loss: 0.0311427 | Time: 1273.84 ms [2021-02-17 21:19:25 main:574] : INFO : Epoch 1777 | loss: 0.0311094 | val_loss: 0.0311432 | Time: 1476.56 ms [2021-02-17 21:19:27 main:574] : INFO : Epoch 1778 | loss: 0.03111 | val_loss: 0.0311423 | Time: 1239.62 ms [2021-02-17 21:19:28 main:574] : INFO : Epoch 1779 | loss: 0.0311056 | val_loss: 0.0311438 | Time: 1378.54 ms [2021-02-17 21:19:29 main:574] : INFO : Epoch 1780 | loss: 0.0311057 | val_loss: 0.031138 | Time: 1367.18 ms [2021-02-17 21:19:31 main:574] : INFO : Epoch 1781 | loss: 0.0311055 | val_loss: 0.0311419 | Time: 1178.98 ms [2021-02-17 21:19:32 main:574] : INFO : Epoch 1782 | loss: 0.0311057 | val_loss: 0.0311336 | Time: 1288.18 ms [2021-02-17 21:19:33 main:574] : INFO : Epoch 1783 | loss: 0.0311032 | val_loss: 0.0311419 | Time: 1465.25 ms [2021-02-17 21:19:35 main:574] : INFO : Epoch 1784 | loss: 0.031101 | val_loss: 0.0311468 | Time: 1181.35 ms [2021-02-17 21:19:36 main:574] : INFO : Epoch 1785 | loss: 0.0311053 | val_loss: 0.0311431 | Time: 1219.67 ms [2021-02-17 21:19:37 main:574] : INFO : Epoch 1786 | loss: 0.0311028 | val_loss: 0.0311422 | Time: 1526.41 ms [2021-02-17 21:19:38 main:574] : INFO : Epoch 1787 | loss: 0.0310996 | val_loss: 0.0311416 | Time: 1168.78 ms [2021-02-17 21:19:40 main:574] : INFO : Epoch 1788 | loss: 0.031099 | val_loss: 0.031145 | Time: 1213.2 ms [2021-02-17 21:19:41 main:574] : INFO : Epoch 1789 | loss: 0.031097 | val_loss: 0.0311377 | Time: 1472.26 ms [2021-02-17 21:19:42 main:574] : INFO : Epoch 1790 | loss: 0.031097 | val_loss: 0.0311449 | Time: 1227.61 ms [2021-02-17 21:19:44 main:574] : INFO : Epoch 1791 | loss: 0.0311031 | val_loss: 0.0311421 | Time: 1238.22 ms [2021-02-17 21:19:45 main:574] : INFO : Epoch 1792 | loss: 0.0311013 | val_loss: 0.031144 | Time: 1534.16 ms [2021-02-17 21:19:46 main:574] : INFO : Epoch 1793 | loss: 0.0311024 | val_loss: 0.0311367 | Time: 1160.83 ms [2021-02-17 21:19:48 main:574] : INFO : Epoch 1794 | loss: 0.031099 | val_loss: 0.0311431 | Time: 1152.9 ms [2021-02-17 21:19:49 main:574] : INFO : Epoch 1795 | loss: 0.0310971 | val_loss: 0.0311417 | Time: 1513.09 ms [2021-02-17 21:19:50 main:574] : INFO : Epoch 1796 | loss: 0.0311115 | val_loss: 0.031134 | Time: 1187.48 ms [2021-02-17 21:19:51 main:574] : INFO : Epoch 1797 | loss: 0.0311108 | val_loss: 0.0311393 | Time: 1210.48 ms [2021-02-17 21:19:53 main:574] : INFO : Epoch 1798 | loss: 0.0311086 | val_loss: 0.03114 | Time: 1526.58 ms [2021-02-17 21:19:54 main:574] : INFO : Epoch 1799 | loss: 0.0311076 | val_loss: 0.0311411 | Time: 1202.12 ms [2021-02-17 21:19:55 main:574] : INFO : Epoch 1800 | loss: 0.0311023 | val_loss: 0.0311447 | Time: 1223.93 ms [2021-02-17 21:19:57 main:574] : INFO : Epoch 1801 | loss: 0.0311017 | val_loss: 0.0311529 | Time: 1495.27 ms [2021-02-17 21:19:58 main:574] : INFO : Epoch 1802 | loss: 0.0311024 | val_loss: 0.0311357 | Time: 1276.63 ms [2021-02-17 21:20:00 main:574] : INFO : Epoch 1803 | loss: 0.0310987 | val_loss: 0.0311355 | Time: 1669.14 ms [2021-02-17 21:20:01 main:574] : INFO : Epoch 1804 | loss: 0.031099 | val_loss: 0.0311356 | Time: 1524.75 ms [2021-02-17 21:20:03 main:574] : INFO : Epoch 1805 | loss: 0.0311021 | val_loss: 0.0311446 | Time: 1239.85 ms [2021-02-17 21:20:04 main:574] : INFO : Epoch 1806 | loss: 0.0311095 | val_loss: 0.0311421 | Time: 1277.33 ms [2021-02-17 21:20:06 main:574] : INFO : Epoch 1807 | loss: 0.0311083 | val_loss: 0.0311368 | Time: 1522.15 ms [2021-02-17 21:20:07 main:574] : INFO : Epoch 1808 | loss: 0.0311044 | val_loss: 0.0311377 | Time: 1263.07 ms [2021-02-17 21:20:08 main:574] : INFO : Epoch 1809 | loss: 0.0311024 | val_loss: 0.0311415 | Time: 1397.9 ms [2021-02-17 21:20:10 main:574] : INFO : Epoch 1810 | loss: 0.0311032 | val_loss: 0.0311445 | Time: 1459.71 ms [2021-02-17 21:20:11 main:574] : INFO : Epoch 1811 | loss: 0.0311036 | val_loss: 0.0311388 | Time: 1250.41 ms [2021-02-17 21:20:12 main:574] : INFO : Epoch 1812 | loss: 0.0311008 | val_loss: 0.0311387 | Time: 1470.28 ms [2021-02-17 21:20:14 main:574] : INFO : Epoch 1813 | loss: 0.0311046 | val_loss: 0.0311338 | Time: 1387.47 ms [2021-02-17 21:20:15 main:574] : INFO : Epoch 1814 | loss: 0.0311024 | val_loss: 0.031138 | Time: 1243.52 ms [2021-02-17 21:20:17 main:574] : INFO : Epoch 1815 | loss: 0.0311039 | val_loss: 0.0311426 | Time: 1492.9 ms [2021-02-17 21:20:18 main:574] : INFO : Epoch 1816 | loss: 0.0311022 | val_loss: 0.0311374 | Time: 1394.72 ms [2021-02-17 21:20:19 main:574] : INFO : Epoch 1817 | loss: 0.0311042 | val_loss: 0.0311422 | Time: 1218.06 ms [2021-02-17 21:20:21 main:574] : INFO : Epoch 1818 | loss: 0.0310986 | val_loss: 0.0311453 | Time: 1544.12 ms [2021-02-17 21:20:22 main:574] : INFO : Epoch 1819 | loss: 0.0311033 | val_loss: 0.0311392 | Time: 1288.8 ms [2021-02-17 21:20:23 main:574] : INFO : Epoch 1820 | loss: 0.0310994 | val_loss: 0.0311418 | Time: 1236.81 ms [2021-02-17 21:20:25 main:574] : INFO : Epoch 1821 | loss: 0.0310995 | val_loss: 0.0311375 | Time: 1557.04 ms [2021-02-17 21:20:26 main:574] : INFO : Epoch 1822 | loss: 0.031101 | val_loss: 0.0311342 | Time: 1269.22 ms [2021-02-17 21:20:27 main:574] : INFO : Epoch 1823 | loss: 0.0311072 | val_loss: 0.0311354 | Time: 1245.04 ms [2021-02-17 21:20:29 main:574] : INFO : Epoch 1824 | loss: 0.0311052 | val_loss: 0.0311345 | Time: 1633.2 ms [2021-02-17 21:20:30 main:574] : INFO : Epoch 1825 | loss: 0.0311031 | val_loss: 0.0311389 | Time: 1252.5 ms [2021-02-17 21:20:32 main:574] : INFO : Epoch 1826 | loss: 0.0310999 | val_loss: 0.0311442 | Time: 1276.65 ms [2021-02-17 21:20:33 main:574] : INFO : Epoch 1827 | loss: 0.0310995 | val_loss: 0.0311427 | Time: 1587.74 ms [2021-02-17 21:20:34 main:574] : INFO : Epoch 1828 | loss: 0.0310996 | val_loss: 0.0311429 | Time: 1241.1 ms [2021-02-17 21:20:36 main:574] : INFO : Epoch 1829 | loss: 0.031107 | val_loss: 0.0311404 | Time: 1257.18 ms [2021-02-17 21:20:37 main:574] : INFO : Epoch 1830 | loss: 0.0311056 | val_loss: 0.0311375 | Time: 1671 ms [2021-02-17 21:20:39 main:574] : INFO : Epoch 1831 | loss: 0.0311038 | val_loss: 0.0311373 | Time: 1305.23 ms [2021-02-17 21:20:40 main:574] : INFO : Epoch 1832 | loss: 0.031101 | val_loss: 0.031134 | Time: 1234.39 ms [2021-02-17 21:20:42 main:574] : INFO : Epoch 1833 | loss: 0.0310998 | val_loss: 0.0311316 | Time: 1605.19 ms [2021-02-17 21:20:43 main:574] : INFO : Epoch 1834 | loss: 0.0311025 | val_loss: 0.0311371 | Time: 1237.28 ms [2021-02-17 21:20:44 main:574] : INFO : Epoch 1835 | loss: 0.0311011 | val_loss: 0.0311329 | Time: 1295.06 ms [2021-02-17 21:20:46 main:574] : INFO : Epoch 1836 | loss: 0.031097 | val_loss: 0.0311307 | Time: 1519.73 ms [2021-02-17 21:20:47 main:574] : INFO : Epoch 1837 | loss: 0.0310965 | val_loss: 0.0311334 | Time: 1256.21 ms [2021-02-17 21:20:48 main:574] : INFO : Epoch 1838 | loss: 0.0310942 | val_loss: 0.0311355 | Time: 1331.63 ms [2021-02-17 21:20:50 main:574] : INFO : Epoch 1839 | loss: 0.0310934 | val_loss: 0.0311341 | Time: 1552.85 ms [2021-02-17 21:20:51 main:574] : INFO : Epoch 1840 | loss: 0.0311016 | val_loss: 0.0311353 | Time: 1217.59 ms [2021-02-17 21:20:52 main:574] : INFO : Epoch 1841 | loss: 0.0311016 | val_loss: 0.0311349 | Time: 1466.53 ms [2021-02-17 21:20:54 main:574] : INFO : Epoch 1842 | loss: 0.0310979 | val_loss: 0.0311347 | Time: 1437.85 ms [2021-02-17 21:20:55 main:574] : INFO : Epoch 1843 | loss: 0.0310958 | val_loss: 0.0311432 | Time: 1257.69 ms [2021-02-17 21:20:57 main:574] : INFO : Epoch 1844 | loss: 0.0310944 | val_loss: 0.0311378 | Time: 1533.99 ms [2021-02-17 21:20:58 main:574] : INFO : Epoch 1845 | loss: 0.0310939 | val_loss: 0.0311389 | Time: 1314.74 ms [2021-02-17 21:20:59 main:574] : INFO : Epoch 1846 | loss: 0.031098 | val_loss: 0.0311399 | Time: 1375.5 ms [2021-02-17 21:21:01 main:574] : INFO : Epoch 1847 | loss: 0.0310966 | val_loss: 0.0311396 | Time: 1752.29 ms [2021-02-17 21:21:02 main:574] : INFO : Epoch 1848 | loss: 0.0310941 | val_loss: 0.0311472 | Time: 1252.37 ms [2021-02-17 21:21:04 main:574] : INFO : Epoch 1849 | loss: 0.0310945 | val_loss: 0.0311347 | Time: 1252.5 ms [2021-02-17 21:21:05 main:574] : INFO : Epoch 1850 | loss: 0.0310975 | val_loss: 0.0311375 | Time: 1606.15 ms [2021-02-17 21:21:07 main:574] : INFO : Epoch 1851 | loss: 0.0310943 | val_loss: 0.0311321 | Time: 1225.57 ms [2021-02-17 21:21:08 main:574] : INFO : Epoch 1852 | loss: 0.0310949 | val_loss: 0.0311365 | Time: 1230.71 ms [2021-02-17 21:21:09 main:574] : INFO : Epoch 1853 | loss: 0.0310933 | val_loss: 0.0311375 | Time: 1637.34 ms [2021-02-17 21:21:11 main:574] : INFO : Epoch 1854 | loss: 0.0310941 | val_loss: 0.0311454 | Time: 1260.51 ms [2021-02-17 21:21:12 main:574] : INFO : Epoch 1855 | loss: 0.0310939 | val_loss: 0.0311398 | Time: 1247.34 ms [2021-02-17 21:21:14 main:574] : INFO : Epoch 1856 | loss: 0.0310895 | val_loss: 0.0311439 | Time: 1635.35 ms [2021-02-17 21:21:15 main:574] : INFO : Epoch 1857 | loss: 0.0310925 | val_loss: 0.0311392 | Time: 1215.56 ms [2021-02-17 21:21:16 main:574] : INFO : Epoch 1858 | loss: 0.031096 | val_loss: 0.0311517 | Time: 1321.74 ms [2021-02-17 21:21:18 main:574] : INFO : Epoch 1859 | loss: 0.0310978 | val_loss: 0.0311399 | Time: 1532.16 ms [2021-02-17 21:21:19 main:574] : INFO : Epoch 1860 | loss: 0.0310944 | val_loss: 0.0311465 | Time: 1260.68 ms [2021-02-17 21:21:20 main:574] : INFO : Epoch 1861 | loss: 0.0311066 | val_loss: 0.0311391 | Time: 1344.54 ms [2021-02-17 21:21:22 main:574] : INFO : Epoch 1862 | loss: 0.0311019 | val_loss: 0.0311394 | Time: 1481.39 ms [2021-02-17 21:21:23 main:574] : INFO : Epoch 1863 | loss: 0.0311018 | val_loss: 0.0311428 | Time: 1259.8 ms [2021-02-17 21:21:24 main:574] : INFO : Epoch 1864 | loss: 0.0311018 | val_loss: 0.0311388 | Time: 1348.5 ms [2021-02-17 21:21:26 main:574] : INFO : Epoch 1865 | loss: 0.0310962 | val_loss: 0.0311389 | Time: 1485.48 ms [2021-02-17 21:21:27 main:574] : INFO : Epoch 1866 | loss: 0.0310937 | val_loss: 0.0311403 | Time: 1260.53 ms [2021-02-17 21:21:29 main:574] : INFO : Epoch 1867 | loss: 0.031093 | val_loss: 0.0311384 | Time: 1410.01 ms [2021-02-17 21:21:30 main:574] : INFO : Epoch 1868 | loss: 0.0310936 | val_loss: 0.0311391 | Time: 1384.23 ms [2021-02-17 21:21:31 main:574] : INFO : Epoch 1869 | loss: 0.0310971 | val_loss: 0.031142 | Time: 1234.37 ms [2021-02-17 21:21:33 main:574] : INFO : Epoch 1870 | loss: 0.0310983 | val_loss: 0.0311433 | Time: 1396.2 ms [2021-02-17 21:21:34 main:574] : INFO : Epoch 1871 | loss: 0.0310994 | val_loss: 0.0311444 | Time: 1512.82 ms [2021-02-17 21:21:35 main:574] : INFO : Epoch 1872 | loss: 0.0310986 | val_loss: 0.0311431 | Time: 1238.09 ms [2021-02-17 21:21:37 main:574] : INFO : Epoch 1873 | loss: 0.0310996 | val_loss: 0.0311413 | Time: 1619 ms [2021-02-17 21:21:38 main:574] : INFO : Epoch 1874 | loss: 0.0310955 | val_loss: 0.0311308 | Time: 1322.46 ms [2021-02-17 21:21:40 main:574] : INFO : Epoch 1875 | loss: 0.0310947 | val_loss: 0.0311337 | Time: 1285.9 ms [2021-02-17 21:21:41 main:574] : INFO : Epoch 1876 | loss: 0.0310905 | val_loss: 0.031138 | Time: 1600.04 ms [2021-02-17 21:21:43 main:574] : INFO : Epoch 1877 | loss: 0.0310911 | val_loss: 0.0311374 | Time: 1243.5 ms [2021-02-17 21:21:44 main:574] : INFO : Epoch 1878 | loss: 0.03109 | val_loss: 0.0311465 | Time: 1252.6 ms [2021-02-17 21:21:45 main:574] : INFO : Epoch 1879 | loss: 0.0310921 | val_loss: 0.0311367 | Time: 1560.11 ms [2021-02-17 21:21:47 main:574] : INFO : Epoch 1880 | loss: 0.0310906 | val_loss: 0.0311397 | Time: 1227.44 ms [2021-02-17 21:21:48 main:574] : INFO : Epoch 1881 | loss: 0.0310889 | val_loss: 0.0311378 | Time: 1235.42 ms [2021-02-17 21:21:49 main:574] : INFO : Epoch 1882 | loss: 0.0310918 | val_loss: 0.0311371 | Time: 1561.88 ms [2021-02-17 21:21:51 main:574] : INFO : Epoch 1883 | loss: 0.0310935 | val_loss: 0.0311392 | Time: 1316.91 ms [2021-02-17 21:21:52 main:574] : INFO : Epoch 1884 | loss: 0.0310912 | val_loss: 0.0311406 | Time: 1229.87 ms [2021-02-17 21:21:54 main:574] : INFO : Epoch 1885 | loss: 0.031097 | val_loss: 0.0311381 | Time: 1594.32 ms [2021-02-17 21:21:55 main:574] : INFO : Epoch 1886 | loss: 0.0310949 | val_loss: 0.0311368 | Time: 1248.2 ms [2021-02-17 21:21:56 main:574] : INFO : Epoch 1887 | loss: 0.031095 | val_loss: 0.0311372 | Time: 1260.88 ms [2021-02-17 21:21:58 main:574] : INFO : Epoch 1888 | loss: 0.0310938 | val_loss: 0.0311368 | Time: 1600.85 ms [2021-02-17 21:21:59 main:574] : INFO : Epoch 1889 | loss: 0.0310936 | val_loss: 0.0311492 | Time: 1257.69 ms [2021-02-17 21:22:01 main:574] : INFO : Epoch 1890 | loss: 0.0310914 | val_loss: 0.0311406 | Time: 1526.36 ms [2021-02-17 21:22:02 main:574] : INFO : Epoch 1891 | loss: 0.031091 | val_loss: 0.031143 | Time: 1517.25 ms [2021-02-17 21:22:03 main:574] : INFO : Epoch 1892 | loss: 0.0310958 | val_loss: 0.0311395 | Time: 1254.32 ms [2021-02-17 21:22:05 main:574] : INFO : Epoch 1893 | loss: 0.0310956 | val_loss: 0.0311442 | Time: 1367.11 ms [2021-02-17 21:22:06 main:574] : INFO : Epoch 1894 | loss: 0.0310998 | val_loss: 0.0311404 | Time: 1499.24 ms [2021-02-17 21:22:07 main:574] : INFO : Epoch 1895 | loss: 0.0311014 | val_loss: 0.0311378 | Time: 1271.97 ms [2021-02-17 21:22:09 main:574] : INFO : Epoch 1896 | loss: 0.0310971 | val_loss: 0.0311422 | Time: 1437.17 ms [2021-02-17 21:22:10 main:574] : INFO : Epoch 1897 | loss: 0.0310988 | val_loss: 0.0311446 | Time: 1393.66 ms [2021-02-17 21:22:12 main:574] : INFO : Epoch 1898 | loss: 0.0311066 | val_loss: 0.0311503 | Time: 1244.68 ms [2021-02-17 21:22:13 main:574] : INFO : Epoch 1899 | loss: 0.0311421 | val_loss: 0.0311541 | Time: 1533.13 ms [2021-02-17 21:22:15 main:574] : INFO : Epoch 1900 | loss: 0.0311357 | val_loss: 0.0311558 | Time: 1419.48 ms [2021-02-17 21:22:16 main:574] : INFO : Epoch 1901 | loss: 0.0311268 | val_loss: 0.0311397 | Time: 1290.93 ms [2021-02-17 21:22:17 main:574] : INFO : Epoch 1902 | loss: 0.0311201 | val_loss: 0.0311372 | Time: 1587.98 ms [2021-02-17 21:22:19 main:574] : INFO : Epoch 1903 | loss: 0.0311172 | val_loss: 0.0311339 | Time: 1253.91 ms [2021-02-17 21:22:20 main:574] : INFO : Epoch 1904 | loss: 0.0311165 | val_loss: 0.0311377 | Time: 1234.21 ms [2021-02-17 21:22:22 main:574] : INFO : Epoch 1905 | loss: 0.0311153 | val_loss: 0.0311344 | Time: 1575.61 ms [2021-02-17 21:22:23 main:574] : INFO : Epoch 1906 | loss: 0.0311118 | val_loss: 0.0311375 | Time: 1244.7 ms [2021-02-17 21:22:24 main:574] : INFO : Epoch 1907 | loss: 0.0311152 | val_loss: 0.0311398 | Time: 1254.19 ms [2021-02-17 21:22:26 main:574] : INFO : Epoch 1908 | loss: 0.0311157 | val_loss: 0.0311395 | Time: 1550.02 ms [2021-02-17 21:22:27 main:574] : INFO : Epoch 1909 | loss: 0.0311132 | val_loss: 0.0311337 | Time: 1234.96 ms [2021-02-17 21:22:28 main:574] : INFO : Epoch 1910 | loss: 0.0311087 | val_loss: 0.0311347 | Time: 1228.76 ms [2021-02-17 21:22:30 main:574] : INFO : Epoch 1911 | loss: 0.0311095 | val_loss: 0.0311379 | Time: 1608.58 ms [2021-02-17 21:22:31 main:574] : INFO : Epoch 1912 | loss: 0.0311065 | val_loss: 0.0311346 | Time: 1242.57 ms [2021-02-17 21:22:32 main:574] : INFO : Epoch 1913 | loss: 0.031108 | val_loss: 0.031134 | Time: 1260.43 ms [2021-02-17 21:22:34 main:574] : INFO : Epoch 1914 | loss: 0.0311063 | val_loss: 0.0311403 | Time: 1560.13 ms [2021-02-17 21:22:35 main:574] : INFO : Epoch 1915 | loss: 0.031104 | val_loss: 0.0311383 | Time: 1296.26 ms [2021-02-17 21:22:36 main:574] : INFO : Epoch 1916 | loss: 0.0311031 | val_loss: 0.0311344 | Time: 1277.73 ms [2021-02-17 21:22:38 main:574] : INFO : Epoch 1917 | loss: 0.0311016 | val_loss: 0.0311373 | Time: 1614.38 ms [2021-02-17 21:22:39 main:574] : INFO : Epoch 1918 | loss: 0.0311043 | val_loss: 0.0311411 | Time: 1257.09 ms [2021-02-17 21:22:41 main:574] : INFO : Epoch 1919 | loss: 0.031105 | val_loss: 0.0311393 | Time: 1301.23 ms [2021-02-17 21:22:42 main:574] : INFO : Epoch 1920 | loss: 0.0311304 | val_loss: 0.031141 | Time: 1568.48 ms [2021-02-17 21:22:43 main:574] : INFO : Epoch 1921 | loss: 0.0311277 | val_loss: 0.0311356 | Time: 1239.95 ms [2021-02-17 21:22:45 main:574] : INFO : Epoch 1922 | loss: 0.0311221 | val_loss: 0.0311392 | Time: 1266.97 ms [2021-02-17 21:22:46 main:574] : INFO : Epoch 1923 | loss: 0.0311179 | val_loss: 0.0311353 | Time: 1501.41 ms [2021-02-17 21:22:47 main:574] : INFO : Epoch 1924 | loss: 0.0311172 | val_loss: 0.0311383 | Time: 1238.96 ms [2021-02-17 21:22:49 main:574] : INFO : Epoch 1925 | loss: 0.0311181 | val_loss: 0.0311373 | Time: 1276.52 ms [2021-02-17 21:22:50 main:574] : INFO : Epoch 1926 | loss: 0.0311149 | val_loss: 0.0311327 | Time: 1516.48 ms [2021-02-17 21:22:51 main:574] : INFO : Epoch 1927 | loss: 0.0311105 | val_loss: 0.0311344 | Time: 1241.21 ms [2021-02-17 21:22:53 main:574] : INFO : Epoch 1928 | loss: 0.0311086 | val_loss: 0.0311358 | Time: 1367.34 ms [2021-02-17 21:22:54 main:574] : INFO : Epoch 1929 | loss: 0.0311087 | val_loss: 0.0311349 | Time: 1508.72 ms [2021-02-17 21:22:56 main:574] : INFO : Epoch 1930 | loss: 0.0311063 | val_loss: 0.0311353 | Time: 1221.6 ms [2021-02-17 21:22:57 main:574] : INFO : Epoch 1931 | loss: 0.0311063 | val_loss: 0.0311365 | Time: 1392.66 ms [2021-02-17 21:22:58 main:574] : INFO : Epoch 1932 | loss: 0.0311065 | val_loss: 0.0311332 | Time: 1419.64 ms [2021-02-17 21:23:00 main:574] : INFO : Epoch 1933 | loss: 0.0311052 | val_loss: 0.0311357 | Time: 1259.87 ms [2021-02-17 21:23:01 main:574] : INFO : Epoch 1934 | loss: 0.0311019 | val_loss: 0.0311332 | Time: 1675.3 ms [2021-02-17 21:23:03 main:574] : INFO : Epoch 1935 | loss: 0.0311021 | val_loss: 0.0311378 | Time: 1371.19 ms [2021-02-17 21:23:04 main:574] : INFO : Epoch 1936 | loss: 0.0311051 | val_loss: 0.0311398 | Time: 1266.09 ms [2021-02-17 21:23:06 main:574] : INFO : Epoch 1937 | loss: 0.0311023 | val_loss: 0.0311333 | Time: 1577.48 ms [2021-02-17 21:23:07 main:574] : INFO : Epoch 1938 | loss: 0.031102 | val_loss: 0.0311419 | Time: 1246.55 ms [2021-02-17 21:23:08 main:574] : INFO : Epoch 1939 | loss: 0.0311025 | val_loss: 0.031136 | Time: 1281.12 ms [2021-02-17 21:23:10 main:574] : INFO : Epoch 1940 | loss: 0.0311004 | val_loss: 0.0311362 | Time: 1565.32 ms [2021-02-17 21:23:11 main:574] : INFO : Epoch 1941 | loss: 0.0311012 | val_loss: 0.0311349 | Time: 1226.19 ms [2021-02-17 21:23:12 main:574] : INFO : Epoch 1942 | loss: 0.0310983 | val_loss: 0.0311425 | Time: 1268.85 ms [2021-02-17 21:23:14 main:574] : INFO : Epoch 1943 | loss: 0.0311019 | val_loss: 0.0311386 | Time: 1642.17 ms [2021-02-17 21:23:15 main:574] : INFO : Epoch 1944 | loss: 0.0310995 | val_loss: 0.0311373 | Time: 1299.88 ms [2021-02-17 21:23:16 main:574] : INFO : Epoch 1945 | loss: 0.0310959 | val_loss: 0.031134 | Time: 1262.75 ms [2021-02-17 21:23:18 main:574] : INFO : Epoch 1946 | loss: 0.0310962 | val_loss: 0.0311343 | Time: 1628.61 ms [2021-02-17 21:23:19 main:574] : INFO : Epoch 1947 | loss: 0.0310945 | val_loss: 0.0311388 | Time: 1258.12 ms [2021-02-17 21:23:21 main:574] : INFO : Epoch 1948 | loss: 0.0310946 | val_loss: 0.0311349 | Time: 1236.1 ms [2021-02-17 21:23:22 main:574] : INFO : Epoch 1949 | loss: 0.0310963 | val_loss: 0.0311393 | Time: 1614.94 ms [2021-02-17 21:23:23 main:574] : INFO : Epoch 1950 | loss: 0.031098 | val_loss: 0.0311309 | Time: 1253.8 ms [2021-02-17 21:23:25 main:574] : INFO : Epoch 1951 | loss: 0.0311054 | val_loss: 0.0311394 | Time: 1250.19 ms [2021-02-17 21:23:26 main:574] : INFO : Epoch 1952 | loss: 0.0311035 | val_loss: 0.0311419 | Time: 1643.29 ms [2021-02-17 21:23:28 main:574] : INFO : Epoch 1953 | loss: 0.0311012 | val_loss: 0.0311345 | Time: 1276.12 ms [2021-02-17 21:23:29 main:574] : INFO : Epoch 1954 | loss: 0.0311013 | val_loss: 0.031134 | Time: 1376.44 ms [2021-02-17 21:23:31 main:574] : INFO : Epoch 1955 | loss: 0.0311049 | val_loss: 0.0311326 | Time: 1497.4 ms [2021-02-17 21:23:32 main:574] : INFO : Epoch 1956 | loss: 0.0311098 | val_loss: 0.0311305 | Time: 1277.76 ms [2021-02-17 21:23:33 main:574] : INFO : Epoch 1957 | loss: 0.0311081 | val_loss: 0.031134 | Time: 1402.91 ms [2021-02-17 21:23:35 main:574] : INFO : Epoch 1958 | loss: 0.0311053 | val_loss: 0.0311335 | Time: 1381.01 ms [2021-02-17 21:23:36 main:574] : INFO : Epoch 1959 | loss: 0.0311035 | val_loss: 0.031138 | Time: 1246.17 ms [2021-02-17 21:23:37 main:574] : INFO : Epoch 1960 | loss: 0.0311029 | val_loss: 0.0311447 | Time: 1496.66 ms [2021-02-17 21:23:39 main:574] : INFO : Epoch 1961 | loss: 0.0311044 | val_loss: 0.0311424 | Time: 1378.3 ms [2021-02-17 21:23:40 main:574] : INFO : Epoch 1962 | loss: 0.0311046 | val_loss: 0.0311347 | Time: 1256.74 ms [2021-02-17 21:23:42 main:574] : INFO : Epoch 1963 | loss: 0.0311023 | val_loss: 0.0311348 | Time: 1614.02 ms [2021-02-17 21:23:43 main:574] : INFO : Epoch 1964 | loss: 0.0311008 | val_loss: 0.0311398 | Time: 1285.1 ms [2021-02-17 21:23:44 main:574] : INFO : Epoch 1965 | loss: 0.0310988 | val_loss: 0.0311353 | Time: 1228 ms [2021-02-17 21:23:46 main:574] : INFO : Epoch 1966 | loss: 0.0310964 | val_loss: 0.031136 | Time: 1603.38 ms [2021-02-17 21:23:47 main:574] : INFO : Epoch 1967 | loss: 0.0310951 | val_loss: 0.0311387 | Time: 1253.27 ms [2021-02-17 21:23:48 main:574] : INFO : Epoch 1968 | loss: 0.0310942 | val_loss: 0.0311373 | Time: 1221.48 ms [2021-02-17 21:23:50 main:574] : INFO : Epoch 1969 | loss: 0.0310957 | val_loss: 0.0311381 | Time: 1607.02 ms [2021-02-17 21:23:51 main:574] : INFO : Epoch 1970 | loss: 0.031095 | val_loss: 0.0311369 | Time: 1247.81 ms [2021-02-17 21:23:52 main:574] : INFO : Epoch 1971 | loss: 0.0310947 | val_loss: 0.0311365 | Time: 1263.06 ms [2021-02-17 21:23:54 main:574] : INFO : Epoch 1972 | loss: 0.0310955 | val_loss: 0.0311354 | Time: 1586.63 ms [2021-02-17 21:23:55 main:574] : INFO : Epoch 1973 | loss: 0.0311007 | val_loss: 0.0311366 | Time: 1231.48 ms [2021-02-17 21:23:57 main:574] : INFO : Epoch 1974 | loss: 0.031099 | val_loss: 0.0311394 | Time: 1252.39 ms [2021-02-17 21:23:58 main:574] : INFO : Epoch 1975 | loss: 0.0311034 | val_loss: 0.03114 | Time: 1602.08 ms [2021-02-17 21:23:59 main:574] : INFO : Epoch 1976 | loss: 0.0311054 | val_loss: 0.0311533 | Time: 1266.39 ms [2021-02-17 21:24:01 main:574] : INFO : Epoch 1977 | loss: 0.0311209 | val_loss: 0.0311402 | Time: 1285.7 ms [2021-02-17 21:24:02 main:574] : INFO : Epoch 1978 | loss: 0.0311277 | val_loss: 0.0311429 | Time: 1594.08 ms [2021-02-17 21:24:04 main:574] : INFO : Epoch 1979 | loss: 0.0311313 | val_loss: 0.0311433 | Time: 1276.82 ms [2021-02-17 21:24:05 main:574] : INFO : Epoch 1980 | loss: 0.0311345 | val_loss: 0.0311464 | Time: 1298.71 ms [2021-02-17 21:24:07 main:574] : INFO : Epoch 1981 | loss: 0.0311386 | val_loss: 0.0311575 | Time: 1578.44 ms [2021-02-17 21:24:08 main:574] : INFO : Epoch 1982 | loss: 0.0311371 | val_loss: 0.0311531 | Time: 1269.32 ms [2021-02-17 21:24:09 main:574] : INFO : Epoch 1983 | loss: 0.0311348 | val_loss: 0.0311457 | Time: 1300 ms [2021-02-17 21:24:11 main:574] : INFO : Epoch 1984 | loss: 0.0311379 | val_loss: 0.0311442 | Time: 1516.88 ms [2021-02-17 21:24:12 main:574] : INFO : Epoch 1985 | loss: 0.0311368 | val_loss: 0.0311412 | Time: 1249.64 ms [2021-02-17 21:24:13 main:574] : INFO : Epoch 1986 | loss: 0.0311327 | val_loss: 0.0311442 | Time: 1324.26 ms [2021-02-17 21:24:15 main:574] : INFO : Epoch 1987 | loss: 0.0311298 | val_loss: 0.0311423 | Time: 1490.37 ms [2021-02-17 21:24:16 main:574] : INFO : Epoch 1988 | loss: 0.0311292 | val_loss: 0.0311382 | Time: 1224.52 ms [2021-02-17 21:24:17 main:574] : INFO : Epoch 1989 | loss: 0.0311263 | val_loss: 0.031137 | Time: 1413.54 ms [2021-02-17 21:24:19 main:574] : INFO : Epoch 1990 | loss: 0.0311229 | val_loss: 0.0311358 | Time: 1436.09 ms [2021-02-17 21:24:20 main:574] : INFO : Epoch 1991 | loss: 0.0311215 | val_loss: 0.0311355 | Time: 1281.59 ms [2021-02-17 21:24:22 main:574] : INFO : Epoch 1992 | loss: 0.0311213 | val_loss: 0.0311356 | Time: 1487.46 ms [2021-02-17 21:24:23 main:574] : INFO : Epoch 1993 | loss: 0.0311275 | val_loss: 0.0311484 | Time: 1361.12 ms [2021-02-17 21:24:24 main:574] : INFO : Epoch 1994 | loss: 0.0311312 | val_loss: 0.0311392 | Time: 1242.17 ms [2021-02-17 21:24:26 main:574] : INFO : Epoch 1995 | loss: 0.0311278 | val_loss: 0.0311403 | Time: 1541.9 ms [2021-02-17 21:24:27 main:574] : INFO : Epoch 1996 | loss: 0.0311284 | val_loss: 0.031137 | Time: 1358.47 ms [2021-02-17 21:24:28 main:574] : INFO : Epoch 1997 | loss: 0.0311271 | val_loss: 0.0311388 | Time: 1247.64 ms [2021-02-17 21:24:30 main:574] : INFO : Epoch 1998 | loss: 0.031124 | val_loss: 0.0311363 | Time: 1559.4 ms [2021-02-17 21:24:31 main:574] : INFO : Epoch 1999 | loss: 0.0311235 | val_loss: 0.0311354 | Time: 1251.51 ms [2021-02-17 21:24:32 main:574] : INFO : Epoch 2000 | loss: 0.0311257 | val_loss: 0.0311362 | Time: 1243.16 ms [2021-02-17 21:24:34 main:574] : INFO : Epoch 2001 | loss: 0.0311268 | val_loss: 0.0311329 | Time: 1560.32 ms [2021-02-17 21:24:35 main:574] : INFO : Epoch 2002 | loss: 0.0311276 | val_loss: 0.031143 | Time: 1258.11 ms [2021-02-17 21:24:37 main:574] : INFO : Epoch 2003 | loss: 0.0311238 | val_loss: 0.0311362 | Time: 1267.86 ms [2021-02-17 21:24:38 main:574] : INFO : Epoch 2004 | loss: 0.0311204 | val_loss: 0.0311377 | Time: 1588.75 ms [2021-02-17 21:24:39 main:574] : INFO : Epoch 2005 | loss: 0.031121 | val_loss: 0.0311387 | Time: 1238.19 ms [2021-02-17 21:24:41 main:574] : INFO : Epoch 2006 | loss: 0.0311232 | val_loss: 0.0311383 | Time: 1235.91 ms [2021-02-17 21:24:42 main:574] : INFO : Epoch 2007 | loss: 0.0311274 | val_loss: 0.031142 | Time: 1617.51 ms [2021-02-17 21:24:44 main:574] : INFO : Epoch 2008 | loss: 0.0311244 | val_loss: 0.0311396 | Time: 1234.05 ms [2021-02-17 21:24:45 main:574] : INFO : Epoch 2009 | loss: 0.0311198 | val_loss: 0.0311404 | Time: 1278.6 ms [2021-02-17 21:24:46 main:574] : INFO : Epoch 2010 | loss: 0.0311185 | val_loss: 0.0311404 | Time: 1645.16 ms [2021-02-17 21:24:48 main:574] : INFO : Epoch 2011 | loss: 0.0311196 | val_loss: 0.0311424 | Time: 1309.92 ms [2021-02-17 21:24:49 main:574] : INFO : Epoch 2012 | loss: 0.0311181 | val_loss: 0.0311394 | Time: 1285.95 ms [2021-02-17 21:24:51 main:574] : INFO : Epoch 2013 | loss: 0.0311168 | val_loss: 0.0311419 | Time: 1650.64 ms [2021-02-17 21:24:52 main:574] : INFO : Epoch 2014 | loss: 0.0311134 | val_loss: 0.0311408 | Time: 1266.15 ms [2021-02-17 21:24:53 main:574] : INFO : Epoch 2015 | loss: 0.0311149 | val_loss: 0.0311394 | Time: 1322.06 ms [2021-02-17 21:24:55 main:574] : INFO : Epoch 2016 | loss: 0.031115 | val_loss: 0.0311399 | Time: 1516.23 ms [2021-02-17 21:24:56 main:574] : INFO : Epoch 2017 | loss: 0.0311147 | val_loss: 0.0311401 | Time: 1264.81 ms [2021-02-17 21:24:57 main:574] : INFO : Epoch 2018 | loss: 0.0311142 | val_loss: 0.0311383 | Time: 1329.96 ms [2021-02-17 21:24:59 main:574] : INFO : Epoch 2019 | loss: 0.0311125 | val_loss: 0.0311456 | Time: 1500.77 ms [2021-02-17 21:25:00 main:574] : INFO : Epoch 2020 | loss: 0.0311153 | val_loss: 0.0311357 | Time: 1288.83 ms [2021-02-17 21:25:02 main:574] : INFO : Epoch 2021 | loss: 0.0311163 | val_loss: 0.0311444 | Time: 1435.11 ms [2021-02-17 21:25:03 main:574] : INFO : Epoch 2022 | loss: 0.0311157 | val_loss: 0.0311401 | Time: 1413.93 ms [2021-02-17 21:25:04 main:574] : INFO : Epoch 2023 | loss: 0.0311098 | val_loss: 0.0311375 | Time: 1253.56 ms [2021-02-17 21:25:06 main:574] : INFO : Epoch 2024 | loss: 0.031112 | val_loss: 0.0311382 | Time: 1568.98 ms [2021-02-17 21:25:07 main:574] : INFO : Epoch 2025 | loss: 0.031112 | val_loss: 0.0311353 | Time: 1287.88 ms [2021-02-17 21:25:09 main:574] : INFO : Epoch 2026 | loss: 0.0311116 | val_loss: 0.0311387 | Time: 1250.79 ms [2021-02-17 21:25:10 main:574] : INFO : Epoch 2027 | loss: 0.031114 | val_loss: 0.0311503 | Time: 1575.62 ms [2021-02-17 21:25:11 main:574] : INFO : Epoch 2028 | loss: 0.0311144 | val_loss: 0.0311407 | Time: 1239.44 ms [2021-02-17 21:25:13 main:574] : INFO : Epoch 2029 | loss: 0.0311227 | val_loss: 0.0311537 | Time: 1286.54 ms [2021-02-17 21:25:14 main:574] : INFO : Epoch 2030 | loss: 0.0311399 | val_loss: 0.0311515 | Time: 1659.27 ms [2021-02-17 21:25:16 main:574] : INFO : Epoch 2031 | loss: 0.0311382 | val_loss: 0.0311435 | Time: 1251.29 ms [2021-02-17 21:25:17 main:574] : INFO : Epoch 2032 | loss: 0.0311327 | val_loss: 0.0311505 | Time: 1235.58 ms [2021-02-17 21:25:18 main:574] : INFO : Epoch 2033 | loss: 0.0311286 | val_loss: 0.031147 | Time: 1585.31 ms [2021-02-17 21:25:20 main:574] : INFO : Epoch 2034 | loss: 0.0311279 | val_loss: 0.0311434 | Time: 1233.27 ms [2021-02-17 21:25:21 main:574] : INFO : Epoch 2035 | loss: 0.031123 | val_loss: 0.0311413 | Time: 1274.68 ms [2021-02-17 21:25:23 main:574] : INFO : Epoch 2036 | loss: 0.0311228 | val_loss: 0.0311496 | Time: 1649.36 ms [2021-02-17 21:25:24 main:574] : INFO : Epoch 2037 | loss: 0.0311263 | val_loss: 0.0311413 | Time: 1282.18 ms [2021-02-17 21:25:25 main:574] : INFO : Epoch 2038 | loss: 0.0311205 | val_loss: 0.0311394 | Time: 1226.53 ms [2021-02-17 21:25:27 main:574] : INFO : Epoch 2039 | loss: 0.0311189 | val_loss: 0.0311381 | Time: 1592.81 ms [2021-02-17 21:25:28 main:574] : INFO : Epoch 2040 | loss: 0.0311176 | val_loss: 0.0311397 | Time: 1250.67 ms [2021-02-17 21:25:29 main:574] : INFO : Epoch 2041 | loss: 0.0311165 | val_loss: 0.0311384 | Time: 1231.28 ms [2021-02-17 21:25:31 main:574] : INFO : Epoch 2042 | loss: 0.0311132 | val_loss: 0.0311353 | Time: 1608.28 ms [2021-02-17 21:25:32 main:574] : INFO : Epoch 2043 | loss: 0.0311136 | val_loss: 0.0311387 | Time: 1239.63 ms [2021-02-17 21:25:33 main:574] : INFO : Epoch 2044 | loss: 0.0311179 | val_loss: 0.0311417 | Time: 1353.3 ms [2021-02-17 21:25:35 main:574] : INFO : Epoch 2045 | loss: 0.0311135 | val_loss: 0.0311332 | Time: 1454.33 ms [2021-02-17 21:25:36 main:574] : INFO : Epoch 2046 | loss: 0.0311106 | val_loss: 0.031134 | Time: 1256.11 ms [2021-02-17 21:25:38 main:574] : INFO : Epoch 2047 | loss: 0.0311105 | val_loss: 0.0311429 | Time: 1385.72 ms [2021-02-17 21:25:39 main:574] : INFO : Epoch 2048 | loss: 0.0311119 | val_loss: 0.0311343 | Time: 1516.14 ms [2021-02-17 21:25:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311343 [2021-02-17 21:25:39 main:603] : INFO : Saving end state to config to file [2021-02-17 21:25:39 main:608] : INFO : Success, exiting.. 21:25:39 (12196): 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)