Task 7443833
| Name | ParityModified-1631730430-28245-1_0 |
| Workunit | 5114872 |
| Created | 18 Sep 2021, 19:34:01 UTC |
| Sent | 25 Sep 2021, 15:39:04 UTC |
| Report deadline | 2 Oct 2021, 15:39:04 UTC |
| Received | 25 Sep 2021, 21:06:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 56 min 20 sec |
| CPU time | 41 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1631 | loss: 0.0311632 | val_loss: 0.0311836 | Time: 1192.47 ms
[2021-09-25 16:22:44 main:574] : INFO : Epoch 1632 | loss: 0.0311647 | val_loss: 0.0311825 | Time: 1225.22 ms
[2021-09-25 16:22:45 main:574] : INFO : Epoch 1633 | loss: 0.0311646 | val_loss: 0.0311794 | Time: 1225.67 ms
[2021-09-25 16:22:47 main:574] : INFO : Epoch 1634 | loss: 0.0311644 | val_loss: 0.0311831 | Time: 1198.21 ms
[2021-09-25 16:22:48 main:574] : INFO : Epoch 1635 | loss: 0.0311633 | val_loss: 0.0311834 | Time: 1219.23 ms
[2021-09-25 16:22:49 main:574] : INFO : Epoch 1636 | loss: 0.0311633 | val_loss: 0.0311838 | Time: 1167.36 ms
[2021-09-25 16:22:51 main:574] : INFO : Epoch 1637 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 1220.07 ms
[2021-09-25 16:22:52 main:574] : INFO : Epoch 1638 | loss: 0.0311698 | val_loss: 0.0311833 | Time: 1205.16 ms
[2021-09-25 16:22:53 main:574] : INFO : Epoch 1639 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 1180.85 ms
[2021-09-25 16:22:54 main:574] : INFO : Epoch 1640 | loss: 0.0311751 | val_loss: 0.0311897 | Time: 1225.29 ms
[2021-09-25 16:22:56 main:574] : INFO : Epoch 1641 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 1208.68 ms
[2021-09-25 16:22:57 main:574] : INFO : Epoch 1642 | loss: 0.0311638 | val_loss: 0.0311784 | Time: 1181.66 ms
[2021-09-25 16:22:58 main:574] : INFO : Epoch 1643 | loss: 0.0311638 | val_loss: 0.0311786 | Time: 1232.19 ms
[2021-09-25 16:22:59 main:574] : INFO : Epoch 1644 | loss: 0.0311629 | val_loss: 0.0311864 | Time: 1189.63 ms
[2021-09-25 16:23:01 main:574] : INFO : Epoch 1645 | loss: 0.0311649 | val_loss: 0.0311783 | Time: 1237.45 ms
[2021-09-25 16:23:03 main:574] : INFO : Epoch 1646 | loss: 0.0311639 | val_loss: 0.0311863 | Time: 1190.56 ms
[2021-09-25 16:23:04 main:574] : INFO : Epoch 1647 | loss: 0.0311664 | val_loss: 0.0311831 | Time: 1197.41 ms
[2021-09-25 16:23:05 main:574] : INFO : Epoch 1648 | loss: 0.03117 | val_loss: 0.0311777 | Time: 1227.22 ms
[2021-09-25 16:23:07 main:574] : INFO : Epoch 1649 | loss: 0.0311694 | val_loss: 0.0311802 | Time: 1204.29 ms
[2021-09-25 16:23:09 main:574] : INFO : Epoch 1650 | loss: 0.0311712 | val_loss: 0.0311837 | Time: 1199.1 ms
[2021-09-25 16:23:12 main:574] : INFO : Epoch 1651 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 1225.12 ms
[2021-09-25 16:23:13 main:574] : INFO : Epoch 1652 | loss: 0.0311678 | val_loss: 0.0311816 | Time: 1213.59 ms
[2021-09-25 16:23:14 main:574] : INFO : Epoch 1653 | loss: 0.0311711 | val_loss: 0.031178 | Time: 1195.85 ms
[2021-09-25 16:23:15 main:574] : INFO : Epoch 1654 | loss: 0.0311715 | val_loss: 0.0311853 | Time: 1211.77 ms
[2021-09-25 16:23:17 main:574] : INFO : Epoch 1655 | loss: 0.0311671 | val_loss: 0.0311807 | Time: 1187.77 ms
[2021-09-25 16:23:18 main:574] : INFO : Epoch 1656 | loss: 0.0311664 | val_loss: 0.0311794 | Time: 1205.51 ms
[2021-09-25 16:23:19 main:574] : INFO : Epoch 1657 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 1215.29 ms
[2021-09-25 16:23:20 main:574] : INFO : Epoch 1658 | loss: 0.0311644 | val_loss: 0.031177 | Time: 1177.57 ms
[2021-09-25 16:23:22 main:574] : INFO : Epoch 1659 | loss: 0.0311659 | val_loss: 0.0311793 | Time: 1220.15 ms
[2021-09-25 16:23:23 main:574] : INFO : Epoch 1660 | loss: 0.0312042 | val_loss: 0.0312483 | Time: 1191.99 ms
[2021-09-25 16:23:24 main:574] : INFO : Epoch 1661 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1195.61 ms
[2021-09-25 16:23:25 main:574] : INFO : Epoch 1662 | loss: 0.0312281 | val_loss: 0.0312316 | Time: 1220.09 ms
[2021-09-25 16:23:27 main:574] : INFO : Epoch 1663 | loss: 0.0312182 | val_loss: 0.0312181 | Time: 1192.35 ms
[2021-09-25 16:23:28 main:574] : INFO : Epoch 1664 | loss: 0.0312113 | val_loss: 0.0312145 | Time: 1201.97 ms
[2021-09-25 16:23:29 main:574] : INFO : Epoch 1665 | loss: 0.0312091 | val_loss: 0.0312107 | Time: 1209.31 ms
[2021-09-25 16:23:30 main:574] : INFO : Epoch 1666 | loss: 0.0312081 | val_loss: 0.0312123 | Time: 1179 ms
[2021-09-25 16:23:32 main:574] : INFO : Epoch 1667 | loss: 0.0312077 | val_loss: 0.0312084 | Time: 1220.26 ms
[2021-09-25 16:23:33 main:574] : INFO : Epoch 1668 | loss: 0.0312054 | val_loss: 0.0312097 | Time: 1229.58 ms
[2021-09-25 16:23:34 main:574] : INFO : Epoch 1669 | loss: 0.0312038 | val_loss: 0.0312061 | Time: 1187.1 ms
[2021-09-25 16:23:36 main:574] : INFO : Epoch 1670 | loss: 0.0312031 | val_loss: 0.0312031 | Time: 1227.11 ms
[2021-09-25 16:23:37 main:574] : INFO : Epoch 1671 | loss: 0.031201 | val_loss: 0.0312061 | Time: 1189.43 ms
[2021-09-25 16:23:38 main:574] : INFO : Epoch 1672 | loss: 0.0312019 | val_loss: 0.0312022 | Time: 1195.97 ms
[2021-09-25 16:23:39 main:574] : INFO : Epoch 1673 | loss: 0.0312006 | val_loss: 0.0311984 | Time: 1211.31 ms
[2021-09-25 16:23:41 main:574] : INFO : Epoch 1674 | loss: 0.031198 | val_loss: 0.0311981 | Time: 1177.85 ms
[2021-09-25 16:23:42 main:574] : INFO : Epoch 1675 | loss: 0.0311984 | val_loss: 0.031202 | Time: 1215.45 ms
[2021-09-25 16:23:43 main:574] : INFO : Epoch 1676 | loss: 0.0311985 | val_loss: 0.0311985 | Time: 1204.09 ms
[2021-09-25 16:23:44 main:574] : INFO : Epoch 1677 | loss: 0.0311956 | val_loss: 0.0311961 | Time: 1192.05 ms
[2021-09-25 16:23:46 main:574] : INFO : Epoch 1678 | loss: 0.0311957 | val_loss: 0.0311963 | Time: 1229.96 ms
[2021-09-25 16:23:47 main:574] : INFO : Epoch 1679 | loss: 0.0311969 | val_loss: 0.0311966 | Time: 1210.08 ms
[2021-09-25 16:23:48 main:574] : INFO : Epoch 1680 | loss: 0.0311952 | val_loss: 0.0311951 | Time: 1205.31 ms
[2021-09-25 16:23:49 main:574] : INFO : Epoch 1681 | loss: 0.0311955 | val_loss: 0.0312 | Time: 1231.09 ms
[2021-09-25 16:23:51 main:574] : INFO : Epoch 1682 | loss: 0.0311994 | val_loss: 0.0311971 | Time: 1179.68 ms
[2021-09-25 16:23:52 main:574] : INFO : Epoch 1683 | loss: 0.0312018 | val_loss: 0.0311998 | Time: 1225.33 ms
[2021-09-25 16:23:53 main:574] : INFO : Epoch 1684 | loss: 0.0311963 | val_loss: 0.0311979 | Time: 1194.16 ms
[2021-09-25 16:23:54 main:574] : INFO : Epoch 1685 | loss: 0.0311937 | val_loss: 0.0311943 | Time: 1201.77 ms
[2021-09-25 16:23:56 main:574] : INFO : Epoch 1686 | loss: 0.0311932 | val_loss: 0.031195 | Time: 1208.31 ms
[2021-09-25 16:23:57 main:574] : INFO : Epoch 1687 | loss: 0.0311926 | val_loss: 0.0311949 | Time: 1168.94 ms
[2021-09-25 16:23:58 main:574] : INFO : Epoch 1688 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 1225.98 ms
[2021-09-25 16:23:59 main:574] : INFO : Epoch 1689 | loss: 0.031194 | val_loss: 0.0311937 | Time: 1210.62 ms
[2021-09-25 16:24:01 main:574] : INFO : Epoch 1690 | loss: 0.0311925 | val_loss: 0.0311939 | Time: 1199.1 ms
[2021-09-25 16:24:02 main:574] : INFO : Epoch 1691 | loss: 0.031192 | val_loss: 0.0311941 | Time: 1220.51 ms
[2021-09-25 16:24:03 main:574] : INFO : Epoch 1692 | loss: 0.0311924 | val_loss: 0.0311936 | Time: 1219.02 ms
[2021-09-25 16:24:04 main:574] : INFO : Epoch 1693 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 1213.11 ms
[2021-09-25 16:24:06 main:574] : INFO : Epoch 1694 | loss: 0.0311925 | val_loss: 0.0311972 | Time: 1238.42 ms
[2021-09-25 16:24:07 main:574] : INFO : Epoch 1695 | loss: 0.0311944 | val_loss: 0.0311925 | Time: 1182.32 ms
[2021-09-25 16:24:08 main:574] : INFO : Epoch 1696 | loss: 0.0311903 | val_loss: 0.0311932 | Time: 1185.59 ms
[2021-09-25 16:24:10 main:574] : INFO : Epoch 1697 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 1222.66 ms
[2021-09-25 16:24:11 main:574] : INFO : Epoch 1698 | loss: 0.0311908 | val_loss: 0.0311937 | Time: 1176.78 ms
[2021-09-25 16:24:12 main:574] : INFO : Epoch 1699 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 1224.41 ms
[2021-09-25 16:24:13 main:574] : INFO : Epoch 1700 | loss: 0.0311887 | val_loss: 0.0311922 | Time: 1195.6 ms
[2021-09-25 16:24:15 main:574] : INFO : Epoch 1701 | loss: 0.031189 | val_loss: 0.0311957 | Time: 1190.7 ms
[2021-09-25 16:24:16 main:574] : INFO : Epoch 1702 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 1215.54 ms
[2021-09-25 16:24:17 main:574] : INFO : Epoch 1703 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 1207.2 ms
[2021-09-25 16:24:18 main:574] : INFO : Epoch 1704 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 1200.52 ms
[2021-09-25 16:24:20 main:574] : INFO : Epoch 1705 | loss: 0.0311882 | val_loss: 0.0311968 | Time: 1211.28 ms
[2021-09-25 16:24:21 main:574] : INFO : Epoch 1706 | loss: 0.0311893 | val_loss: 0.0311928 | Time: 1169.02 ms
[2021-09-25 16:24:22 main:574] : INFO : Epoch 1707 | loss: 0.0311895 | val_loss: 0.0311984 | Time: 1221.56 ms
[2021-09-25 16:24:23 main:574] : INFO : Epoch 1708 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 1217.54 ms
[2021-09-25 16:24:25 main:574] : INFO : Epoch 1709 | loss: 0.0311878 | val_loss: 0.0311929 | Time: 1184.82 ms
[2021-09-25 16:24:26 main:574] : INFO : Epoch 1710 | loss: 0.0311879 | val_loss: 0.031199 | Time: 1227.17 ms
[2021-09-25 16:24:27 main:574] : INFO : Epoch 1711 | loss: 0.0311932 | val_loss: 0.0311949 | Time: 1203.04 ms
[2021-09-25 16:24:29 main:574] : INFO : Epoch 1712 | loss: 0.0311914 | val_loss: 0.0311908 | Time: 1196.14 ms
[2021-09-25 16:24:30 main:574] : INFO : Epoch 1713 | loss: 0.0311895 | val_loss: 0.0311914 | Time: 1246.89 ms
[2021-09-25 16:24:31 main:574] : INFO : Epoch 1714 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 1210.74 ms
[2021-09-25 16:24:33 main:574] : INFO : Epoch 1715 | loss: 0.0311892 | val_loss: 0.031192 | Time: 1197.27 ms
[2021-09-25 16:24:34 main:574] : INFO : Epoch 1716 | loss: 0.0311864 | val_loss: 0.031191 | Time: 1224.34 ms
[2021-09-25 16:24:35 main:574] : INFO : Epoch 1717 | loss: 0.0311869 | val_loss: 0.0311935 | Time: 1186.27 ms
[2021-09-25 16:24:36 main:574] : INFO : Epoch 1718 | loss: 0.0311869 | val_loss: 0.0311897 | Time: 1208.1 ms
[2021-09-25 16:24:38 main:574] : INFO : Epoch 1719 | loss: 0.0311858 | val_loss: 0.0311945 | Time: 1216.15 ms
[2021-09-25 16:24:39 main:574] : INFO : Epoch 1720 | loss: 0.0311861 | val_loss: 0.0311919 | Time: 1173.66 ms
[2021-09-25 16:24:40 main:574] : INFO : Epoch 1721 | loss: 0.0311864 | val_loss: 0.0311943 | Time: 1230.53 ms
[2021-09-25 16:24:42 main:574] : INFO : Epoch 1722 | loss: 0.0311871 | val_loss: 0.0311903 | Time: 1185.75 ms
[2021-09-25 16:24:43 main:574] : INFO : Epoch 1723 | loss: 0.0311862 | val_loss: 0.0311901 | Time: 1197.75 ms
[2021-09-25 16:24:44 main:574] : INFO : Epoch 1724 | loss: 0.0311842 | val_loss: 0.031191 | Time: 1208.26 ms
[2021-09-25 16:24:45 main:574] : INFO : Epoch 1725 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 1176.13 ms
[2021-09-25 16:24:46 main:574] : INFO : Epoch 1726 | loss: 0.0311846 | val_loss: 0.0311905 | Time: 1225.6 ms
[2021-09-25 16:24:48 main:574] : INFO : Epoch 1727 | loss: 0.0311839 | val_loss: 0.0311905 | Time: 1200.42 ms
[2021-09-25 16:24:49 main:574] : INFO : Epoch 1728 | loss: 0.0311851 | val_loss: 0.0311925 | Time: 1189.97 ms
[2021-09-25 16:24:50 main:574] : INFO : Epoch 1729 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 1230.76 ms
[2021-09-25 16:24:52 main:574] : INFO : Epoch 1730 | loss: 0.0311839 | val_loss: 0.0311902 | Time: 1192.45 ms
[2021-09-25 16:24:53 main:574] : INFO : Epoch 1731 | loss: 0.031184 | val_loss: 0.0311929 | Time: 1194.03 ms
[2021-09-25 16:24:54 main:574] : INFO : Epoch 1732 | loss: 0.0311852 | val_loss: 0.031194 | Time: 1225.72 ms
[2021-09-25 16:24:55 main:574] : INFO : Epoch 1733 | loss: 0.0311841 | val_loss: 0.0311898 | Time: 1174.01 ms
[2021-09-25 16:24:57 main:574] : INFO : Epoch 1734 | loss: 0.0311834 | val_loss: 0.031194 | Time: 1219.42 ms
[2021-09-25 16:24:58 main:574] : INFO : Epoch 1735 | loss: 0.0311844 | val_loss: 0.0311945 | Time: 1211.37 ms
[2021-09-25 16:24:59 main:574] : INFO : Epoch 1736 | loss: 0.0311851 | val_loss: 0.0311907 | Time: 1172.58 ms
[2021-09-25 16:25:00 main:574] : INFO : Epoch 1737 | loss: 0.0311833 | val_loss: 0.031191 | Time: 1255.02 ms
[2021-09-25 16:25:02 main:574] : INFO : Epoch 1738 | loss: 0.031185 | val_loss: 0.0311925 | Time: 1244.02 ms
[2021-09-25 16:25:03 main:574] : INFO : Epoch 1739 | loss: 0.0311844 | val_loss: 0.0311895 | Time: 1192.91 ms
[2021-09-25 16:25:04 main:574] : INFO : Epoch 1740 | loss: 0.0311851 | val_loss: 0.0311899 | Time: 1235.69 ms
[2021-09-25 16:25:06 main:574] : INFO : Epoch 1741 | loss: 0.0311837 | val_loss: 0.0311898 | Time: 1221.67 ms
[2021-09-25 16:25:07 main:574] : INFO : Epoch 1742 | loss: 0.0311857 | val_loss: 0.0311933 | Time: 1200.62 ms
[2021-09-25 16:25:08 main:574] : INFO : Epoch 1743 | loss: 0.0311826 | val_loss: 0.0311908 | Time: 1216.02 ms
[2021-09-25 16:25:09 main:574] : INFO : Epoch 1744 | loss: 0.0311854 | val_loss: 0.031201 | Time: 1164.42 ms
[2021-09-25 16:25:11 main:574] : INFO : Epoch 1745 | loss: 0.0311844 | val_loss: 0.0311908 | Time: 1227.85 ms
[2021-09-25 16:25:12 main:574] : INFO : Epoch 1746 | loss: 0.0311821 | val_loss: 0.0311917 | Time: 1201.34 ms
[2021-09-25 16:25:13 main:574] : INFO : Epoch 1747 | loss: 0.0311819 | val_loss: 0.0311914 | Time: 1192.5 ms
[2021-09-25 16:25:14 main:574] : INFO : Epoch 1748 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 1238.43 ms
[2021-09-25 16:25:16 main:574] : INFO : Epoch 1749 | loss: 0.0311816 | val_loss: 0.0311941 | Time: 1209.55 ms
[2021-09-25 16:25:17 main:574] : INFO : Epoch 1750 | loss: 0.031181 | val_loss: 0.0311917 | Time: 1192.89 ms
[2021-09-25 16:25:18 main:574] : INFO : Epoch 1751 | loss: 0.0311813 | val_loss: 0.0311935 | Time: 1222.23 ms
[2021-09-25 16:25:19 main:574] : INFO : Epoch 1752 | loss: 0.031182 | val_loss: 0.0311918 | Time: 1172.53 ms
[2021-09-25 16:25:21 main:574] : INFO : Epoch 1753 | loss: 0.0311811 | val_loss: 0.0311931 | Time: 1220.55 ms
[2021-09-25 16:25:22 main:574] : INFO : Epoch 1754 | loss: 0.0311815 | val_loss: 0.0311915 | Time: 1201.4 ms
[2021-09-25 16:25:23 main:574] : INFO : Epoch 1755 | loss: 0.0311861 | val_loss: 0.0311992 | Time: 1189.97 ms
[2021-09-25 16:25:24 main:574] : INFO : Epoch 1756 | loss: 0.0311828 | val_loss: 0.0311942 | Time: 1224.04 ms
[2021-09-25 16:25:26 main:574] : INFO : Epoch 1757 | loss: 0.0311802 | val_loss: 0.0311997 | Time: 1194.14 ms
[2021-09-25 16:25:27 main:574] : INFO : Epoch 1758 | loss: 0.0311838 | val_loss: 0.0311944 | Time: 1208.2 ms
[2021-09-25 16:25:28 main:574] : INFO : Epoch 1759 | loss: 0.0311808 | val_loss: 0.031196 | Time: 1224.88 ms
[2021-09-25 16:25:29 main:574] : INFO : Epoch 1760 | loss: 0.0311804 | val_loss: 0.0311931 | Time: 1172.78 ms
[2021-09-25 16:25:31 main:574] : INFO : Epoch 1761 | loss: 0.031181 | val_loss: 0.0311924 | Time: 1222.56 ms
[2021-09-25 16:25:32 main:574] : INFO : Epoch 1762 | loss: 0.0311795 | val_loss: 0.0311949 | Time: 1192.67 ms
[2021-09-25 16:25:33 main:574] : INFO : Epoch 1763 | loss: 0.0311815 | val_loss: 0.0312071 | Time: 1181.43 ms
[2021-09-25 16:25:35 main:574] : INFO : Epoch 1764 | loss: 0.0311834 | val_loss: 0.0311942 | Time: 1219.18 ms
[2021-09-25 16:25:36 main:574] : INFO : Epoch 1765 | loss: 0.0311794 | val_loss: 0.0311931 | Time: 1208.68 ms
[2021-09-25 16:25:37 main:574] : INFO : Epoch 1766 | loss: 0.0311787 | val_loss: 0.0311958 | Time: 1209.93 ms
[2021-09-25 16:25:38 main:574] : INFO : Epoch 1767 | loss: 0.031179 | val_loss: 0.0311918 | Time: 1209.45 ms
[2021-09-25 16:25:40 main:574] : INFO : Epoch 1768 | loss: 0.0311815 | val_loss: 0.0312028 | Time: 1175.14 ms
[2021-09-25 16:25:41 main:574] : INFO : Epoch 1769 | loss: 0.0311839 | val_loss: 0.0311985 | Time: 1213.63 ms
[2021-09-25 16:25:42 main:574] : INFO : Epoch 1770 | loss: 0.0311812 | val_loss: 0.0311995 | Time: 1194.03 ms
[2021-09-25 16:25:43 main:574] : INFO : Epoch 1771 | loss: 0.0311814 | val_loss: 0.0311978 | Time: 1193.83 ms
[2021-09-25 16:25:45 main:574] : INFO : Epoch 1772 | loss: 0.0311804 | val_loss: 0.0311935 | Time: 1234.64 ms
[2021-09-25 16:25:46 main:574] : INFO : Epoch 1773 | loss: 0.0311823 | val_loss: 0.0311915 | Time: 1199.65 ms
[2021-09-25 16:25:47 main:574] : INFO : Epoch 1774 | loss: 0.0311803 | val_loss: 0.0311967 | Time: 1205.45 ms
[2021-09-25 16:25:49 main:574] : INFO : Epoch 1775 | loss: 0.0311793 | val_loss: 0.0311948 | Time: 1221.58 ms
[2021-09-25 16:25:50 main:574] : INFO : Epoch 1776 | loss: 0.0311792 | val_loss: 0.0311952 | Time: 1168.74 ms
[2021-09-25 16:25:51 main:574] : INFO : Epoch 1777 | loss: 0.031179 | val_loss: 0.0311946 | Time: 1216.27 ms
[2021-09-25 16:25:52 main:574] : INFO : Epoch 1778 | loss: 0.0311789 | val_loss: 0.0311949 | Time: 1197.75 ms
[2021-09-25 16:25:53 main:574] : INFO : Epoch 1779 | loss: 0.0311796 | val_loss: 0.0312016 | Time: 1187.65 ms
[2021-09-25 16:25:55 main:574] : INFO : Epoch 1780 | loss: 0.0311829 | val_loss: 0.0311997 | Time: 1229.05 ms
[2021-09-25 16:25:56 main:574] : INFO : Epoch 1781 | loss: 0.0311789 | val_loss: 0.0311956 | Time: 1207.97 ms
[2021-09-25 16:25:57 main:574] : INFO : Epoch 1782 | loss: 0.0311798 | val_loss: 0.0311917 | Time: 1201.59 ms
[2021-09-25 16:25:59 main:574] : INFO : Epoch 1783 | loss: 0.0311778 | val_loss: 0.0311972 | Time: 1251.43 ms
[2021-09-25 16:26:00 main:574] : INFO : Epoch 1784 | loss: 0.0311801 | val_loss: 0.0311946 | Time: 1181.53 ms
[2021-09-25 16:26:01 main:574] : INFO : Epoch 1785 | loss: 0.0311786 | val_loss: 0.0311947 | Time: 1240.78 ms
[2021-09-25 16:26:02 main:574] : INFO : Epoch 1786 | loss: 0.0311785 | val_loss: 0.0311961 | Time: 1235.51 ms
[2021-09-25 16:26:04 main:574] : INFO : Epoch 1787 | loss: 0.0311792 | val_loss: 0.031196 | Time: 1167.95 ms
[2021-09-25 16:26:06 main:574] : INFO : Epoch 1788 | loss: 0.0311776 | val_loss: 0.0311967 | Time: 1190.19 ms
[2021-09-25 16:26:07 main:574] : INFO : Epoch 1789 | loss: 0.0311786 | val_loss: 0.0311962 | Time: 1211.07 ms
[2021-09-25 16:26:09 main:574] : INFO : Epoch 1790 | loss: 0.0311822 | val_loss: 0.0312107 | Time: 1204.09 ms
[2021-09-25 16:26:11 main:574] : INFO : Epoch 1791 | loss: 0.0311809 | val_loss: 0.0311952 | Time: 1197.2 ms
[2021-09-25 16:26:13 main:574] : INFO : Epoch 1792 | loss: 0.0311788 | val_loss: 0.0311988 | Time: 1246.32 ms
[2021-09-25 16:26:14 main:574] : INFO : Epoch 1793 | loss: 0.0311783 | val_loss: 0.0312025 | Time: 1174.88 ms
[2021-09-25 16:26:15 main:574] : INFO : Epoch 1794 | loss: 0.0311788 | val_loss: 0.0311962 | Time: 1233.63 ms
[2021-09-25 16:26:17 main:574] : INFO : Epoch 1795 | loss: 0.0311787 | val_loss: 0.0311951 | Time: 1240.75 ms
[2021-09-25 16:26:18 main:574] : INFO : Epoch 1796 | loss: 0.0311777 | val_loss: 0.0311942 | Time: 1179.59 ms
[2021-09-25 16:26:19 main:574] : INFO : Epoch 1797 | loss: 0.0311774 | val_loss: 0.0311971 | Time: 1275.69 ms
[2021-09-25 16:26:21 main:574] : INFO : Epoch 1798 | loss: 0.0311769 | val_loss: 0.0312034 | Time: 1232.7 ms
[2021-09-25 16:26:22 main:574] : INFO : Epoch 1799 | loss: 0.0311794 | val_loss: 0.031194 | Time: 1183.61 ms
[2021-09-25 16:26:23 main:574] : INFO : Epoch 1800 | loss: 0.0311768 | val_loss: 0.0311991 | Time: 1271.18 ms
[2021-09-25 16:26:24 main:574] : INFO : Epoch 1801 | loss: 0.031176 | val_loss: 0.0311943 | Time: 1195.06 ms
[2021-09-25 16:26:26 main:574] : INFO : Epoch 1802 | loss: 0.0311751 | val_loss: 0.0311998 | Time: 1197.28 ms
[2021-09-25 16:26:27 main:574] : INFO : Epoch 1803 | loss: 0.0311764 | val_loss: 0.0311935 | Time: 1274.13 ms
[2021-09-25 16:26:28 main:574] : INFO : Epoch 1804 | loss: 0.0311762 | val_loss: 0.0312005 | Time: 1201.45 ms
[2021-09-25 16:26:30 main:574] : INFO : Epoch 1805 | loss: 0.0311773 | val_loss: 0.0311974 | Time: 1213.68 ms
[2021-09-25 16:26:31 main:574] : INFO : Epoch 1806 | loss: 0.0311796 | val_loss: 0.0311977 | Time: 1269.81 ms
[2021-09-25 16:26:32 main:574] : INFO : Epoch 1807 | loss: 0.0311765 | val_loss: 0.0311953 | Time: 1187.92 ms
[2021-09-25 16:26:34 main:574] : INFO : Epoch 1808 | loss: 0.0311785 | val_loss: 0.0311992 | Time: 1223.61 ms
[2021-09-25 16:26:35 main:574] : INFO : Epoch 1809 | loss: 0.0311799 | val_loss: 0.0311982 | Time: 1281.65 ms
[2021-09-25 16:26:36 main:574] : INFO : Epoch 1810 | loss: 0.0311778 | val_loss: 0.0311996 | Time: 1194.05 ms
[2021-09-25 16:26:38 main:574] : INFO : Epoch 1811 | loss: 0.0311767 | val_loss: 0.0311976 | Time: 1234.35 ms
[2021-09-25 16:26:39 main:574] : INFO : Epoch 1812 | loss: 0.0311765 | val_loss: 0.0311961 | Time: 1265.65 ms
[2021-09-25 16:26:40 main:574] : INFO : Epoch 1813 | loss: 0.0311747 | val_loss: 0.0311965 | Time: 1178.88 ms
[2021-09-25 16:26:42 main:574] : INFO : Epoch 1814 | loss: 0.0311744 | val_loss: 0.0311974 | Time: 1208.77 ms
[2021-09-25 16:26:43 main:574] : INFO : Epoch 1815 | loss: 0.0311742 | val_loss: 0.031194 | Time: 1282.42 ms
[2021-09-25 16:26:44 main:574] : INFO : Epoch 1816 | loss: 0.0311739 | val_loss: 0.0311948 | Time: 1182.51 ms
[2021-09-25 16:26:46 main:574] : INFO : Epoch 1817 | loss: 0.0311743 | val_loss: 0.0311966 | Time: 1220.53 ms
[2021-09-25 16:26:47 main:574] : INFO : Epoch 1818 | loss: 0.0311784 | val_loss: 0.0311959 | Time: 1236.18 ms
[2021-09-25 16:26:48 main:574] : INFO : Epoch 1819 | loss: 0.0311754 | val_loss: 0.0312014 | Time: 1167.79 ms
[2021-09-25 16:26:49 main:574] : INFO : Epoch 1820 | loss: 0.0311768 | val_loss: 0.0311944 | Time: 1209.99 ms
[2021-09-25 16:26:51 main:574] : INFO : Epoch 1821 | loss: 0.031175 | val_loss: 0.0311942 | Time: 1212.15 ms
[2021-09-25 16:26:52 main:574] : INFO : Epoch 1822 | loss: 0.0311756 | val_loss: 0.0311962 | Time: 1184.82 ms
[2021-09-25 16:26:53 main:574] : INFO : Epoch 1823 | loss: 0.0311752 | val_loss: 0.0311982 | Time: 1219.64 ms
[2021-09-25 16:26:54 main:574] : INFO : Epoch 1824 | loss: 0.0311752 | val_loss: 0.0311961 | Time: 1189.66 ms
[2021-09-25 16:26:56 main:574] : INFO : Epoch 1825 | loss: 0.0311746 | val_loss: 0.0311961 | Time: 1201.11 ms
[2021-09-25 16:26:57 main:574] : INFO : Epoch 1826 | loss: 0.0311729 | val_loss: 0.0311976 | Time: 1218.15 ms
[2021-09-25 16:26:58 main:574] : INFO : Epoch 1827 | loss: 0.031175 | val_loss: 0.0312027 | Time: 1168.35 ms
[2021-09-25 16:26:59 main:574] : INFO : Epoch 1828 | loss: 0.0311752 | val_loss: 0.0311941 | Time: 1202.32 ms
[2021-09-25 16:27:01 main:574] : INFO : Epoch 1829 | loss: 0.0311753 | val_loss: 0.0311967 | Time: 1212.88 ms
[2021-09-25 16:27:02 main:574] : INFO : Epoch 1830 | loss: 0.0311764 | val_loss: 0.0311948 | Time: 1216.5 ms
[2021-09-25 16:27:03 main:574] : INFO : Epoch 1831 | loss: 0.0311754 | val_loss: 0.0311979 | Time: 1241.14 ms
[2021-09-25 16:27:06 main:574] : INFO : Epoch 1832 | loss: 0.0311744 | val_loss: 0.0312008 | Time: 1194.59 ms
[2021-09-25 16:27:07 main:574] : INFO : Epoch 1833 | loss: 0.031173 | val_loss: 0.0311987 | Time: 1227.74 ms
[2021-09-25 16:27:08 main:574] : INFO : Epoch 1834 | loss: 0.0311738 | val_loss: 0.0311962 | Time: 1191.3 ms
[2021-09-25 16:27:10 main:574] : INFO : Epoch 1835 | loss: 0.031176 | val_loss: 0.0311984 | Time: 1217.63 ms
[2021-09-25 16:27:11 main:574] : INFO : Epoch 1836 | loss: 0.031175 | val_loss: 0.031198 | Time: 1211.28 ms
[2021-09-25 16:27:12 main:574] : INFO : Epoch 1837 | loss: 0.0311735 | val_loss: 0.0311993 | Time: 1175.15 ms
[2021-09-25 16:27:13 main:574] : INFO : Epoch 1838 | loss: 0.0311823 | val_loss: 0.0312087 | Time: 1232.76 ms
[2021-09-25 16:27:15 main:574] : INFO : Epoch 1839 | loss: 0.0312882 | val_loss: 0.0313834 | Time: 1190.85 ms
[2021-09-25 16:27:16 main:574] : INFO : Epoch 1840 | loss: 0.041198 | val_loss: 0.0363295 | Time: 1170.79 ms
[2021-09-25 16:27:17 main:574] : INFO : Epoch 1841 | loss: 0.0332372 | val_loss: 0.0315018 | Time: 1227.86 ms
[2021-09-25 16:27:19 main:574] : INFO : Epoch 1842 | loss: 0.0314725 | val_loss: 0.0313046 | Time: 1192.34 ms
[2021-09-25 16:27:20 main:574] : INFO : Epoch 1843 | loss: 0.0312826 | val_loss: 0.0312583 | Time: 1193.78 ms
[2021-09-25 16:27:21 main:574] : INFO : Epoch 1844 | loss: 0.0312502 | val_loss: 0.0312424 | Time: 1221.11 ms
[2021-09-25 16:27:22 main:574] : INFO : Epoch 1845 | loss: 0.0312403 | val_loss: 0.0312383 | Time: 1174.55 ms
[2021-09-25 16:27:24 main:574] : INFO : Epoch 1846 | loss: 0.0312368 | val_loss: 0.0312347 | Time: 1229.73 ms
[2021-09-25 16:27:25 main:574] : INFO : Epoch 1847 | loss: 0.0312342 | val_loss: 0.0312319 | Time: 1200.17 ms
[2021-09-25 16:27:26 main:574] : INFO : Epoch 1848 | loss: 0.0312323 | val_loss: 0.0312299 | Time: 1179.57 ms
[2021-09-25 16:27:27 main:574] : INFO : Epoch 1849 | loss: 0.0312311 | val_loss: 0.0312291 | Time: 1222.79 ms
[2021-09-25 16:27:29 main:574] : INFO : Epoch 1850 | loss: 0.0312295 | val_loss: 0.0312257 | Time: 1202.02 ms
[2021-09-25 16:27:30 main:574] : INFO : Epoch 1851 | loss: 0.0312262 | val_loss: 0.0312231 | Time: 1192.09 ms
[2021-09-25 16:27:31 main:574] : INFO : Epoch 1852 | loss: 0.0312249 | val_loss: 0.0312247 | Time: 1212.19 ms
[2021-09-25 16:27:32 main:574] : INFO : Epoch 1853 | loss: 0.0312238 | val_loss: 0.0312204 | Time: 1181.53 ms
[2021-09-25 16:27:34 main:574] : INFO : Epoch 1854 | loss: 0.0312219 | val_loss: 0.0312193 | Time: 1212.65 ms
[2021-09-25 16:27:35 main:574] : INFO : Epoch 1855 | loss: 0.0312209 | val_loss: 0.0312174 | Time: 1198.76 ms
[2021-09-25 16:27:36 main:574] : INFO : Epoch 1856 | loss: 0.0312206 | val_loss: 0.0312177 | Time: 1193.87 ms
[2021-09-25 16:27:38 main:574] : INFO : Epoch 1857 | loss: 0.0312228 | val_loss: 0.031217 | Time: 1241.14 ms
[2021-09-25 16:27:39 main:574] : INFO : Epoch 1858 | loss: 0.0312182 | val_loss: 0.0312155 | Time: 1205.97 ms
[2021-09-25 16:27:40 main:574] : INFO : Epoch 1859 | loss: 0.031217 | val_loss: 0.0312163 | Time: 1202.21 ms
[2021-09-25 16:27:42 main:574] : INFO : Epoch 1860 | loss: 0.0312161 | val_loss: 0.0312126 | Time: 1232.76 ms
[2021-09-25 16:27:43 main:574] : INFO : Epoch 1861 | loss: 0.0312148 | val_loss: 0.0312117 | Time: 1201.62 ms
[2021-09-25 16:27:44 main:574] : INFO : Epoch 1862 | loss: 0.031214 | val_loss: 0.0312111 | Time: 1211.86 ms
[2021-09-25 16:27:45 main:574] : INFO : Epoch 1863 | loss: 0.0312139 | val_loss: 0.0312106 | Time: 1227.64 ms
[2021-09-25 16:27:46 main:574] : INFO : Epoch 1864 | loss: 0.0312129 | val_loss: 0.0312106 | Time: 1164.76 ms
[2021-09-25 16:27:48 main:574] : INFO : Epoch 1865 | loss: 0.031212 | val_loss: 0.0312095 | Time: 1216.47 ms
[2021-09-25 16:27:49 main:574] : INFO : Epoch 1866 | loss: 0.0312114 | val_loss: 0.0312089 | Time: 1212.37 ms
[2021-09-25 16:27:50 main:574] : INFO : Epoch 1867 | loss: 0.0312116 | val_loss: 0.0312084 | Time: 1185.45 ms
[2021-09-25 16:27:52 main:574] : INFO : Epoch 1868 | loss: 0.0312113 | val_loss: 0.0312093 | Time: 1220.49 ms
[2021-09-25 16:27:53 main:574] : INFO : Epoch 1869 | loss: 0.0312111 | val_loss: 0.031207 | Time: 1192.47 ms
[2021-09-25 16:27:54 main:574] : INFO : Epoch 1870 | loss: 0.0312095 | val_loss: 0.0312072 | Time: 1203.35 ms
[2021-09-25 16:27:55 main:574] : INFO : Epoch 1871 | loss: 0.0312096 | val_loss: 0.0312061 | Time: 1210.74 ms
[2021-09-25 16:27:57 main:574] : INFO : Epoch 1872 | loss: 0.0312086 | val_loss: 0.0312078 | Time: 1184.47 ms
[2021-09-25 16:27:58 main:574] : INFO : Epoch 1873 | loss: 0.0312084 | val_loss: 0.0312054 | Time: 1240.71 ms
[2021-09-25 16:27:59 main:574] : INFO : Epoch 1874 | loss: 0.0312085 | val_loss: 0.0312064 | Time: 1211.27 ms
[2021-09-25 16:28:00 main:574] : INFO : Epoch 1875 | loss: 0.0312082 | val_loss: 0.0312057 | Time: 1208.8 ms
[2021-09-25 16:28:02 main:574] : INFO : Epoch 1876 | loss: 0.0312061 | val_loss: 0.0312022 | Time: 1229.68 ms
[2021-09-25 16:28:03 main:574] : INFO : Epoch 1877 | loss: 0.0312049 | val_loss: 0.0312018 | Time: 1248.47 ms
[2021-09-25 16:28:04 main:574] : INFO : Epoch 1878 | loss: 0.0312044 | val_loss: 0.0312031 | Time: 1198.39 ms
[2021-09-25 16:28:06 main:574] : INFO : Epoch 1879 | loss: 0.0312042 | val_loss: 0.0312025 | Time: 1259.72 ms
[2021-09-25 16:28:07 main:574] : INFO : Epoch 1880 | loss: 0.0312037 | val_loss: 0.0312002 | Time: 1175.19 ms
[2021-09-25 16:28:08 main:574] : INFO : Epoch 1881 | loss: 0.031203 | val_loss: 0.0312025 | Time: 1210.61 ms
[2021-09-25 16:28:09 main:574] : INFO : Epoch 1882 | loss: 0.0312041 | val_loss: 0.0312029 | Time: 1220 ms
[2021-09-25 16:28:11 main:574] : INFO : Epoch 1883 | loss: 0.0312044 | val_loss: 0.0312001 | Time: 1179.74 ms
[2021-09-25 16:28:12 main:574] : INFO : Epoch 1884 | loss: 0.0312015 | val_loss: 0.0311985 | Time: 1217.26 ms
[2021-09-25 16:28:13 main:574] : INFO : Epoch 1885 | loss: 0.0312025 | val_loss: 0.0312026 | Time: 1209.69 ms
[2021-09-25 16:28:14 main:574] : INFO : Epoch 1886 | loss: 0.0312024 | val_loss: 0.0311979 | Time: 1182.35 ms
[2021-09-25 16:28:16 main:574] : INFO : Epoch 1887 | loss: 0.0312005 | val_loss: 0.0311977 | Time: 1235.59 ms
[2021-09-25 16:28:17 main:574] : INFO : Epoch 1888 | loss: 0.0312 | val_loss: 0.0311973 | Time: 1199.68 ms
[2021-09-25 16:28:18 main:574] : INFO : Epoch 1889 | loss: 0.0311997 | val_loss: 0.0311982 | Time: 1196.61 ms
[2021-09-25 16:28:20 main:574] : INFO : Epoch 1890 | loss: 0.0312006 | val_loss: 0.0311975 | Time: 1215.89 ms
[2021-09-25 16:28:21 main:574] : INFO : Epoch 1891 | loss: 0.0312001 | val_loss: 0.0311968 | Time: 1207.77 ms
[2021-09-25 16:28:22 main:574] : INFO : Epoch 1892 | loss: 0.0312005 | val_loss: 0.0311989 | Time: 1210.16 ms
[2021-09-25 16:28:24 main:574] : INFO : Epoch 1893 | loss: 0.0311992 | val_loss: 0.0311994 | Time: 1221.71 ms
[2021-09-25 16:28:25 main:574] : INFO : Epoch 1894 | loss: 0.0311998 | val_loss: 0.0311962 | Time: 1174.05 ms
[2021-09-25 16:28:26 main:574] : INFO : Epoch 1895 | loss: 0.0311989 | val_loss: 0.0311976 | Time: 1210.82 ms
[2021-09-25 16:28:27 main:574] : INFO : Epoch 1896 | loss: 0.0311993 | val_loss: 0.0311999 | Time: 1190.81 ms
[2021-09-25 16:28:29 main:574] : INFO : Epoch 1897 | loss: 0.0311994 | val_loss: 0.0311959 | Time: 1205.77 ms
[2021-09-25 16:28:30 main:574] : INFO : Epoch 1898 | loss: 0.031199 | val_loss: 0.0312011 | Time: 1236.81 ms
[2021-09-25 16:28:31 main:574] : INFO : Epoch 1899 | loss: 0.0312012 | val_loss: 0.0311959 | Time: 1196.55 ms
[2021-09-25 16:28:32 main:574] : INFO : Epoch 1900 | loss: 0.0311982 | val_loss: 0.0311955 | Time: 1192.68 ms
[2021-09-25 16:28:34 main:574] : INFO : Epoch 1901 | loss: 0.0311982 | val_loss: 0.0311978 | Time: 1229.41 ms
[2021-09-25 16:28:35 main:574] : INFO : Epoch 1902 | loss: 0.0311989 | val_loss: 0.0311974 | Time: 1198.17 ms
[2021-09-25 16:28:36 main:574] : INFO : Epoch 1903 | loss: 0.0311983 | val_loss: 0.0311951 | Time: 1211.13 ms
[2021-09-25 16:28:38 main:574] : INFO : Epoch 1904 | loss: 0.0311976 | val_loss: 0.0311953 | Time: 1198.08 ms
[2021-09-25 16:28:41 main:574] : INFO : Epoch 1905 | loss: 0.0311976 | val_loss: 0.0311948 | Time: 1198.06 ms
[2021-09-25 16:28:42 main:574] : INFO : Epoch 1906 | loss: 0.0311971 | val_loss: 0.0311946 | Time: 1244.24 ms
[2021-09-25 16:28:43 main:574] : INFO : Epoch 1907 | loss: 0.0311982 | val_loss: 0.0311965 | Time: 1183.56 ms
[2021-09-25 16:28:45 main:574] : INFO : Epoch 1908 | loss: 0.0311978 | val_loss: 0.0311975 | Time: 1195.27 ms
[2021-09-25 16:28:46 main:574] : INFO : Epoch 1909 | loss: 0.031202 | val_loss: 0.0311971 | Time: 1234.43 ms
[2021-09-25 16:28:47 main:574] : INFO : Epoch 1910 | loss: 0.031198 | val_loss: 0.0311953 | Time: 1172.2 ms
[2021-09-25 16:28:49 main:574] : INFO : Epoch 1911 | loss: 0.0311972 | val_loss: 0.0311943 | Time: 1181.59 ms
[2021-09-25 16:28:50 main:574] : INFO : Epoch 1912 | loss: 0.0311967 | val_loss: 0.0311941 | Time: 1227.42 ms
[2021-09-25 16:28:51 main:574] : INFO : Epoch 1913 | loss: 0.0311972 | val_loss: 0.0311964 | Time: 1203.99 ms
[2021-09-25 16:28:54 main:574] : INFO : Epoch 1914 | loss: 0.031197 | val_loss: 0.0311949 | Time: 1222.76 ms
[2021-09-25 16:28:55 main:574] : INFO : Epoch 1915 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 1168.74 ms
[2021-09-25 16:28:56 main:574] : INFO : Epoch 1916 | loss: 0.0311975 | val_loss: 0.0311963 | Time: 1206.7 ms
[2021-09-25 16:28:58 main:574] : INFO : Epoch 1917 | loss: 0.0311977 | val_loss: 0.0311984 | Time: 1199.31 ms
[2021-09-25 16:28:59 main:574] : INFO : Epoch 1918 | loss: 0.0311966 | val_loss: 0.0311951 | Time: 1185.3 ms
[2021-09-25 16:29:01 main:574] : INFO : Epoch 1919 | loss: 0.031196 | val_loss: 0.0311935 | Time: 1250.7 ms
[2021-09-25 16:29:02 main:574] : INFO : Epoch 1920 | loss: 0.0311977 | val_loss: 0.0311999 | Time: 1238.88 ms
[2021-09-25 16:29:06 main:574] : INFO : Epoch 1921 | loss: 0.0311984 | val_loss: 0.0311935 | Time: 1277.91 ms
[2021-09-25 16:29:08 main:574] : INFO : Epoch 1922 | loss: 0.0311955 | val_loss: 0.0311947 | Time: 1240.82 ms
[2021-09-25 16:29:10 main:574] : INFO : Epoch 1923 | loss: 0.0311959 | val_loss: 0.0311943 | Time: 1186.43 ms
[2021-09-25 16:29:11 main:574] : INFO : Epoch 1924 | loss: 0.0311951 | val_loss: 0.0311933 | Time: 1220.64 ms
[2021-09-25 16:29:12 main:574] : INFO : Epoch 1925 | loss: 0.0311953 | val_loss: 0.0311935 | Time: 1175.42 ms
[2021-09-25 16:29:14 main:574] : INFO : Epoch 1926 | loss: 0.0311946 | val_loss: 0.0311957 | Time: 1223.67 ms
[2021-09-25 16:29:15 main:574] : INFO : Epoch 1927 | loss: 0.0311958 | val_loss: 0.0311933 | Time: 1203.05 ms
[2021-09-25 16:29:16 main:574] : INFO : Epoch 1928 | loss: 0.0311937 | val_loss: 0.0311933 | Time: 1182.12 ms
[2021-09-25 16:29:17 main:574] : INFO : Epoch 1929 | loss: 0.0311938 | val_loss: 0.0311931 | Time: 1230.58 ms
[2021-09-25 16:29:19 main:574] : INFO : Epoch 1930 | loss: 0.0311936 | val_loss: 0.0311937 | Time: 1200.1 ms
[2021-09-25 16:29:20 main:574] : INFO : Epoch 1931 | loss: 0.0311958 | val_loss: 0.0311927 | Time: 1195.4 ms
[2021-09-25 16:29:22 main:574] : INFO : Epoch 1932 | loss: 0.0311962 | val_loss: 0.0311942 | Time: 1205.65 ms
[2021-09-25 16:29:23 main:574] : INFO : Epoch 1933 | loss: 0.0311941 | val_loss: 0.0311922 | Time: 1216.86 ms
[2021-09-25 16:29:24 main:574] : INFO : Epoch 1934 | loss: 0.0311945 | val_loss: 0.0311936 | Time: 1169.81 ms
[2021-09-25 16:29:26 main:574] : INFO : Epoch 1935 | loss: 0.0311926 | val_loss: 0.031192 | Time: 1224.48 ms
[2021-09-25 16:29:27 main:574] : INFO : Epoch 1936 | loss: 0.0311934 | val_loss: 0.0311922 | Time: 1215.51 ms
[2021-09-25 16:29:28 main:574] : INFO : Epoch 1937 | loss: 0.0311921 | val_loss: 0.0311917 | Time: 1180.56 ms
[2021-09-25 16:29:29 main:574] : INFO : Epoch 1938 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 1229.64 ms
[2021-09-25 16:29:31 main:574] : INFO : Epoch 1939 | loss: 0.031192 | val_loss: 0.0311933 | Time: 1201.87 ms
[2021-09-25 16:29:32 main:574] : INFO : Epoch 1940 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 1201.95 ms
[2021-09-25 16:29:33 main:574] : INFO : Epoch 1941 | loss: 0.0311932 | val_loss: 0.0311967 | Time: 1239.96 ms
[2021-09-25 16:29:35 main:574] : INFO : Epoch 1942 | loss: 0.0311931 | val_loss: 0.0311928 | Time: 1216.62 ms
[2021-09-25 16:29:36 main:574] : INFO : Epoch 1943 | loss: 0.0311914 | val_loss: 0.0311911 | Time: 1179.09 ms
[2021-09-25 16:29:37 main:574] : INFO : Epoch 1944 | loss: 0.0311915 | val_loss: 0.031199 | Time: 1215.78 ms
[2021-09-25 16:29:39 main:574] : INFO : Epoch 1945 | loss: 0.0311989 | val_loss: 0.031195 | Time: 1199.66 ms
[2021-09-25 16:29:40 main:574] : INFO : Epoch 1946 | loss: 0.0311918 | val_loss: 0.0311934 | Time: 1205.56 ms
[2021-09-25 16:29:41 main:574] : INFO : Epoch 1947 | loss: 0.0311919 | val_loss: 0.0311945 | Time: 1213.91 ms
[2021-09-25 16:29:42 main:574] : INFO : Epoch 1948 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 1185.49 ms
[2021-09-25 16:29:44 main:574] : INFO : Epoch 1949 | loss: 0.0311916 | val_loss: 0.0311903 | Time: 1241.22 ms
[2021-09-25 16:29:45 main:574] : INFO : Epoch 1950 | loss: 0.0311913 | val_loss: 0.0311915 | Time: 1199.35 ms
[2021-09-25 16:29:46 main:574] : INFO : Epoch 1951 | loss: 0.0311922 | val_loss: 0.0312004 | Time: 1182.65 ms
[2021-09-25 16:29:47 main:574] : INFO : Epoch 1952 | loss: 0.0311979 | val_loss: 0.0312031 | Time: 1238.52 ms
[2021-09-25 16:29:49 main:574] : INFO : Epoch 1953 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 1199.08 ms
[2021-09-25 16:29:51 main:574] : INFO : Epoch 1954 | loss: 0.0311945 | val_loss: 0.0311916 | Time: 1200.3 ms
[2021-09-25 16:29:52 main:574] : INFO : Epoch 1955 | loss: 0.0311911 | val_loss: 0.0311905 | Time: 1187.17 ms
[2021-09-25 16:29:54 main:574] : INFO : Epoch 1956 | loss: 0.0311911 | val_loss: 0.0311971 | Time: 1239.07 ms
[2021-09-25 16:29:55 main:574] : INFO : Epoch 1957 | loss: 0.0311911 | val_loss: 0.031189 | Time: 1213.03 ms
[2021-09-25 16:29:56 main:574] : INFO : Epoch 1958 | loss: 0.0311893 | val_loss: 0.0311888 | Time: 1196.86 ms
[2021-09-25 16:29:57 main:574] : INFO : Epoch 1959 | loss: 0.0311882 | val_loss: 0.0311889 | Time: 1229.36 ms
[2021-09-25 16:29:59 main:574] : INFO : Epoch 1960 | loss: 0.0311888 | val_loss: 0.0311887 | Time: 1168.16 ms
[2021-09-25 16:30:00 main:574] : INFO : Epoch 1961 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 1215.54 ms
[2021-09-25 16:30:01 main:574] : INFO : Epoch 1962 | loss: 0.0311895 | val_loss: 0.0312011 | Time: 1243.32 ms
[2021-09-25 16:30:03 main:574] : INFO : Epoch 1963 | loss: 0.0311915 | val_loss: 0.0311899 | Time: 1175.26 ms
[2021-09-25 16:30:04 main:574] : INFO : Epoch 1964 | loss: 0.0311915 | val_loss: 0.031189 | Time: 1238.58 ms
[2021-09-25 16:30:05 main:574] : INFO : Epoch 1965 | loss: 0.0311886 | val_loss: 0.0311899 | Time: 1244.79 ms
[2021-09-25 16:30:06 main:574] : INFO : Epoch 1966 | loss: 0.0311888 | val_loss: 0.0311885 | Time: 1193.46 ms
[2021-09-25 16:30:08 main:574] : INFO : Epoch 1967 | loss: 0.0311906 | val_loss: 0.0311915 | Time: 1212.34 ms
[2021-09-25 16:30:10 main:574] : INFO : Epoch 1968 | loss: 0.0311915 | val_loss: 0.031191 | Time: 1224.89 ms
[2021-09-25 16:30:11 main:574] : INFO : Epoch 1969 | loss: 0.0311909 | val_loss: 0.031191 | Time: 1201.77 ms
[2021-09-25 16:30:14 main:574] : INFO : Epoch 1970 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 1223.12 ms
[2021-09-25 16:30:18 main:574] : INFO : Epoch 1971 | loss: 0.0311906 | val_loss: 0.03119 | Time: 1245.83 ms
[2021-09-25 16:30:19 main:574] : INFO : Epoch 1972 | loss: 0.031189 | val_loss: 0.0311902 | Time: 1188.52 ms
[2021-09-25 16:30:21 main:574] : INFO : Epoch 1973 | loss: 0.0311881 | val_loss: 0.0311877 | Time: 1175.23 ms
[2021-09-25 16:30:22 main:574] : INFO : Epoch 1974 | loss: 0.0311899 | val_loss: 0.0311887 | Time: 1221.56 ms
[2021-09-25 16:30:23 main:574] : INFO : Epoch 1975 | loss: 0.0311872 | val_loss: 0.0311883 | Time: 1202.97 ms
[2021-09-25 16:30:25 main:574] : INFO : Epoch 1976 | loss: 0.0311907 | val_loss: 0.0311873 | Time: 1190.25 ms
[2021-09-25 16:30:26 main:574] : INFO : Epoch 1977 | loss: 0.0311931 | val_loss: 0.0311892 | Time: 1223.85 ms
[2021-09-25 16:30:27 main:574] : INFO : Epoch 1978 | loss: 0.0311873 | val_loss: 0.0311869 | Time: 1182.86 ms
[2021-09-25 16:30:28 main:574] : INFO : Epoch 1979 | loss: 0.0311876 | val_loss: 0.0311868 | Time: 1195.45 ms
[2021-09-25 16:30:30 main:574] : INFO : Epoch 1980 | loss: 0.0311867 | val_loss: 0.0311879 | Time: 1219.14 ms
[2021-09-25 16:30:31 main:574] : INFO : Epoch 1981 | loss: 0.0311868 | val_loss: 0.0311866 | Time: 1167.25 ms
[2021-09-25 16:30:32 main:574] : INFO : Epoch 1982 | loss: 0.0311864 | val_loss: 0.0311872 | Time: 1212.51 ms
[2021-09-25 16:30:34 main:574] : INFO : Epoch 1983 | loss: 0.0311868 | val_loss: 0.0311942 | Time: 1201.61 ms
[2021-09-25 16:30:35 main:574] : INFO : Epoch 1984 | loss: 0.0311895 | val_loss: 0.0311889 | Time: 1176.47 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060)
[2021-09-25 17:03:37 main:435] : INFO : Set logging level to 1
[2021-09-25 17:03:37 main:441] : INFO : Running in BOINC Client mode
[2021-09-25 17:03:38 main:444] : INFO : Resolving all filenames
[2021-09-25 17:03:38 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2021-09-25 17:03:38 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631730430-28245-1_0_r405878568_1 (exists = 1)
[2021-09-25 17:03:38 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631730430-28245-1_0_r405878568_0 (exists = 0)
[2021-09-25 17:03:38 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631730430-28245-1 (exists = 1)
[2021-09-25 17:03:38 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-09-25 17:03:38 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2021-09-25 17:03:38 main:474] : INFO : Configuration:
[2021-09-25 17:03:38 main:475] : INFO : Model type: GRU
[2021-09-25 17:03:38 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-09-25 17:03:38 main:477] : INFO : Max Epochs: 2048
[2021-09-25 17:03:38 main:478] : INFO : Batch Size: 128
[2021-09-25 17:03:38 main:479] : INFO : Learning Rate: 0.01
[2021-09-25 17:03:38 main:480] : INFO : Patience: 10
[2021-09-25 17:03:38 main:481] : INFO : Hidden Width: 12
[2021-09-25 17:03:38 main:482] : INFO : # Recurrent Layers: 4
[2021-09-25 17:03:38 main:483] : INFO : # Backend Layers: 4
[2021-09-25 17:03:38 main:484] : INFO : # Threads: 1
[2021-09-25 17:03:39 main:486] : INFO : Preparing Dataset
[2021-09-25 17:03:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-25 17:03:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-25 17:03:40 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-09-25 17:03:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-25 17:03:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-25 17:03:41 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-09-25 17:03:41 main:494] : INFO : Creating Model
[2021-09-25 17:03:41 main:507] : INFO : Preparing config file
[2021-09-25 17:03:41 main:511] : INFO : Found checkpoint, attempting to load...
[2021-09-25 17:03:41 main:512] : INFO : Loading config
[2021-09-25 17:03:41 main:514] : INFO : Loading state
[2021-09-25 17:03:42 main:559] : INFO : Loading DataLoader into Memory
[2021-09-25 17:03:43 main:562] : INFO : Starting Training
[2021-09-25 17:03:45 main:574] : INFO : Epoch 1926 | loss: 0.0320299 | val_loss: 0.0313793 | Time: 1497.22 ms
[2021-09-25 17:03:46 main:574] : INFO : Epoch 1927 | loss: 0.0313398 | val_loss: 0.0312751 | Time: 1240.58 ms
[2021-09-25 17:03:47 main:574] : INFO : Epoch 1928 | loss: 0.031267 | val_loss: 0.031252 | Time: 1240.2 ms
[2021-09-25 17:03:48 main:574] : INFO : Epoch 1929 | loss: 0.0312548 | val_loss: 0.0312687 | Time: 1202.77 ms
[2021-09-25 17:03:50 main:574] : INFO : Epoch 1930 | loss: 0.0312576 | val_loss: 0.0312476 | Time: 1258.51 ms
[2021-09-25 17:03:51 main:574] : INFO : Epoch 1931 | loss: 0.031251 | val_loss: 0.0312478 | Time: 1232.41 ms
[2021-09-25 17:03:52 main:574] : INFO : Epoch 1932 | loss: 0.031247 | val_loss: 0.0312455 | Time: 1218.05 ms
[2021-09-25 17:03:54 main:574] : INFO : Epoch 1933 | loss: 0.0312488 | val_loss: 0.0312435 | Time: 1271.55 ms
[2021-09-25 17:03:55 main:574] : INFO : Epoch 1934 | loss: 0.0312435 | val_loss: 0.0312414 | Time: 1218.94 ms
[2021-09-25 17:03:56 main:574] : INFO : Epoch 1935 | loss: 0.031243 | val_loss: 0.0312364 | Time: 1220.25 ms
[2021-09-25 17:03:58 main:574] : INFO : Epoch 1936 | loss: 0.031235 | val_loss: 0.0312281 | Time: 1254.79 ms
[2021-09-25 17:03:59 main:574] : INFO : Epoch 1937 | loss: 0.031228 | val_loss: 0.0312227 | Time: 1206.17 ms
[2021-09-25 17:04:00 main:574] : INFO : Epoch 1938 | loss: 0.0312207 | val_loss: 0.0312138 | Time: 1243.04 ms
[2021-09-25 17:04:01 main:574] : INFO : Epoch 1939 | loss: 0.0312141 | val_loss: 0.0312082 | Time: 1268.07 ms
[2021-09-25 17:04:03 main:574] : INFO : Epoch 1940 | loss: 0.031207 | val_loss: 0.0311984 | Time: 1196.86 ms
[2021-09-25 17:04:04 main:574] : INFO : Epoch 1941 | loss: 0.0312017 | val_loss: 0.0311959 | Time: 1259.02 ms
[2021-09-25 17:04:05 main:574] : INFO : Epoch 1942 | loss: 0.0311969 | val_loss: 0.0311914 | Time: 1267.85 ms
[2021-09-25 17:04:07 main:574] : INFO : Epoch 1943 | loss: 0.0311943 | val_loss: 0.0311877 | Time: 1212.5 ms
[2021-09-25 17:04:08 main:574] : INFO : Epoch 1944 | loss: 0.03119 | val_loss: 0.0311923 | Time: 1251.09 ms
[2021-09-25 17:04:09 main:574] : INFO : Epoch 1945 | loss: 0.0311889 | val_loss: 0.0311847 | Time: 1236.26 ms
[2021-09-25 17:04:11 main:574] : INFO : Epoch 1946 | loss: 0.0311913 | val_loss: 0.0312062 | Time: 1207.98 ms
[2021-09-25 17:04:12 main:574] : INFO : Epoch 1947 | loss: 0.03119 | val_loss: 0.0311835 | Time: 1270.6 ms
[2021-09-25 17:04:13 main:574] : INFO : Epoch 1948 | loss: 0.0311818 | val_loss: 0.0311807 | Time: 1237.64 ms
[2021-09-25 17:04:15 main:574] : INFO : Epoch 1949 | loss: 0.0311804 | val_loss: 0.0311802 | Time: 1219.92 ms
[2021-09-25 17:04:16 main:574] : INFO : Epoch 1950 | loss: 0.031177 | val_loss: 0.0311764 | Time: 1268.3 ms
[2021-09-25 17:04:17 main:574] : INFO : Epoch 1951 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 1209.37 ms
[2021-09-25 17:04:18 main:574] : INFO : Epoch 1952 | loss: 0.0311749 | val_loss: 0.0311768 | Time: 1230.86 ms
[2021-09-25 17:04:20 main:574] : INFO : Epoch 1953 | loss: 0.0311786 | val_loss: 0.0311766 | Time: 1258.17 ms
[2021-09-25 17:04:21 main:574] : INFO : Epoch 1954 | loss: 0.031176 | val_loss: 0.0311741 | Time: 1213.18 ms
[2021-09-25 17:04:22 main:574] : INFO : Epoch 1955 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 1256.11 ms
[2021-09-25 17:04:24 main:574] : INFO : Epoch 1956 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 1243.52 ms
[2021-09-25 17:04:25 main:574] : INFO : Epoch 1957 | loss: 0.0311731 | val_loss: 0.0311754 | Time: 1220.52 ms
[2021-09-25 17:04:26 main:574] : INFO : Epoch 1958 | loss: 0.0311738 | val_loss: 0.0311729 | Time: 1263.37 ms
[2021-09-25 17:04:27 main:574] : INFO : Epoch 1959 | loss: 0.0311725 | val_loss: 0.0311712 | Time: 1245.36 ms
[2021-09-25 17:04:29 main:574] : INFO : Epoch 1960 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 1245.4 ms
[2021-09-25 17:04:30 main:574] : INFO : Epoch 1961 | loss: 0.0311702 | val_loss: 0.0311699 | Time: 1263.03 ms
[2021-09-25 17:04:31 main:574] : INFO : Epoch 1962 | loss: 0.0311701 | val_loss: 0.0311712 | Time: 1229.91 ms
[2021-09-25 17:04:33 main:574] : INFO : Epoch 1963 | loss: 0.0311725 | val_loss: 0.031177 | Time: 1232.77 ms
[2021-09-25 17:04:34 main:574] : INFO : Epoch 1964 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 1265.59 ms
[2021-09-25 17:04:35 main:574] : INFO : Epoch 1965 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 1221.05 ms
[2021-09-25 17:04:37 main:574] : INFO : Epoch 1966 | loss: 0.0311683 | val_loss: 0.03117 | Time: 1226.7 ms
[2021-09-25 17:04:38 main:574] : INFO : Epoch 1967 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 1310.31 ms
[2021-09-25 17:04:40 main:574] : INFO : Epoch 1968 | loss: 0.0311687 | val_loss: 0.03117 | Time: 1244.1 ms
[2021-09-25 17:04:41 main:574] : INFO : Epoch 1969 | loss: 0.0311697 | val_loss: 0.0311701 | Time: 1225.68 ms
[2021-09-25 17:04:42 main:574] : INFO : Epoch 1970 | loss: 0.0311655 | val_loss: 0.03117 | Time: 1264.42 ms
[2021-09-25 17:04:44 main:574] : INFO : Epoch 1971 | loss: 0.0311642 | val_loss: 0.0311761 | Time: 1265.86 ms
[2021-09-25 17:04:45 main:574] : INFO : Epoch 1972 | loss: 0.0311719 | val_loss: 0.0311707 | Time: 1241.98 ms
[2021-09-25 17:04:46 main:574] : INFO : Epoch 1973 | loss: 0.0311646 | val_loss: 0.0311668 | Time: 1287.27 ms
[2021-09-25 17:04:48 main:574] : INFO : Epoch 1974 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 1269.07 ms
[2021-09-25 17:04:49 main:574] : INFO : Epoch 1975 | loss: 0.0311606 | val_loss: 0.0311689 | Time: 1323.01 ms
[2021-09-25 17:04:51 main:574] : INFO : Epoch 1976 | loss: 0.0311646 | val_loss: 0.0311703 | Time: 1256.32 ms
[2021-09-25 17:04:52 main:574] : INFO : Epoch 1977 | loss: 0.0311625 | val_loss: 0.0311698 | Time: 1257.82 ms
[2021-09-25 17:04:53 main:574] : INFO : Epoch 1978 | loss: 0.0311639 | val_loss: 0.0311675 | Time: 1213.6 ms
[2021-09-25 17:04:55 main:574] : INFO : Epoch 1979 | loss: 0.0311609 | val_loss: 0.0311686 | Time: 1243.51 ms
[2021-09-25 17:04:56 main:574] : INFO : Epoch 1980 | loss: 0.0311638 | val_loss: 0.031172 | Time: 1251.51 ms
[2021-09-25 17:04:57 main:574] : INFO : Epoch 1981 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 1214.98 ms
[2021-09-25 17:04:59 main:574] : INFO : Epoch 1982 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 1235.79 ms
[2021-09-25 17:05:00 main:574] : INFO : Epoch 1983 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 1258.4 ms
[2021-09-25 17:05:01 main:574] : INFO : Epoch 1984 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 1222.9 ms
[2021-09-25 17:05:03 main:574] : INFO : Epoch 1985 | loss: 0.0311572 | val_loss: 0.0311717 | Time: 1238.89 ms
[2021-09-25 17:05:04 main:574] : INFO : Epoch 1986 | loss: 0.0311569 | val_loss: 0.0311709 | Time: 1264.08 ms
[2021-09-25 17:05:05 main:574] : INFO : Epoch 1987 | loss: 0.0311571 | val_loss: 0.0311671 | Time: 1215.14 ms
[2021-09-25 17:05:07 main:574] : INFO : Epoch 1988 | loss: 0.0311564 | val_loss: 0.0311674 | Time: 1258.25 ms
[2021-09-25 17:05:08 main:574] : INFO : Epoch 1989 | loss: 0.0311552 | val_loss: 0.0311682 | Time: 1255.58 ms
[2021-09-25 17:05:09 main:574] : INFO : Epoch 1990 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 1202.79 ms
[2021-09-25 17:05:11 main:574] : INFO : Epoch 1991 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 1256.42 ms
[2021-09-25 17:05:12 main:574] : INFO : Epoch 1992 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 1244.34 ms
[2021-09-25 17:05:13 main:574] : INFO : Epoch 1993 | loss: 0.0311546 | val_loss: 0.0311681 | Time: 1209.58 ms
[2021-09-25 17:05:15 main:574] : INFO : Epoch 1994 | loss: 0.031153 | val_loss: 0.0311673 | Time: 1270.84 ms
[2021-09-25 17:05:16 main:574] : INFO : Epoch 1995 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 1252.37 ms
[2021-09-25 17:05:18 main:574] : INFO : Epoch 1996 | loss: 0.0311514 | val_loss: 0.0311699 | Time: 1258.28 ms
[2021-09-25 17:05:20 main:574] : INFO : Epoch 1997 | loss: 0.0311507 | val_loss: 0.0311689 | Time: 1228.48 ms
[2021-09-25 17:05:21 main:574] : INFO : Epoch 1998 | loss: 0.0311576 | val_loss: 0.0311898 | Time: 1214.62 ms
[2021-09-25 17:05:22 main:574] : INFO : Epoch 1999 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 1262.91 ms
[2021-09-25 17:05:24 main:574] : INFO : Epoch 2000 | loss: 0.031157 | val_loss: 0.0311688 | Time: 1209.61 ms
[2021-09-25 17:05:25 main:574] : INFO : Epoch 2001 | loss: 0.0311525 | val_loss: 0.0311726 | Time: 1220.7 ms
[2021-09-25 17:05:26 main:574] : INFO : Epoch 2002 | loss: 0.0311503 | val_loss: 0.0311735 | Time: 1256.82 ms
[2021-09-25 17:05:27 main:574] : INFO : Epoch 2003 | loss: 0.0311536 | val_loss: 0.0311686 | Time: 1205.17 ms
[2021-09-25 17:05:29 main:574] : INFO : Epoch 2004 | loss: 0.0311521 | val_loss: 0.0311777 | Time: 1258.18 ms
[2021-09-25 17:05:30 main:574] : INFO : Epoch 2005 | loss: 0.0311551 | val_loss: 0.0311624 | Time: 1233.28 ms
[2021-09-25 17:05:31 main:574] : INFO : Epoch 2006 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 1224.64 ms
[2021-09-25 17:05:33 main:574] : INFO : Epoch 2007 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 1279.85 ms
[2021-09-25 17:05:34 main:574] : INFO : Epoch 2008 | loss: 0.0311482 | val_loss: 0.031165 | Time: 1238.86 ms
[2021-09-25 17:05:35 main:574] : INFO : Epoch 2009 | loss: 0.0311493 | val_loss: 0.0311677 | Time: 1231.87 ms
[2021-09-25 17:05:36 main:574] : INFO : Epoch 2010 | loss: 0.0311479 | val_loss: 0.0311712 | Time: 1265.97 ms
[2021-09-25 17:05:38 main:574] : INFO : Epoch 2011 | loss: 0.0311444 | val_loss: 0.0311709 | Time: 1219.33 ms
[2021-09-25 17:05:39 main:574] : INFO : Epoch 2012 | loss: 0.0311513 | val_loss: 0.0311752 | Time: 1236.27 ms
[2021-09-25 17:05:40 main:574] : INFO : Epoch 2013 | loss: 0.0311529 | val_loss: 0.0311703 | Time: 1253.8 ms
[2021-09-25 17:05:42 main:574] : INFO : Epoch 2014 | loss: 0.0311503 | val_loss: 0.0311696 | Time: 1214.7 ms
[2021-09-25 17:05:43 main:574] : INFO : Epoch 2015 | loss: 0.0311527 | val_loss: 0.0311818 | Time: 1228.76 ms
[2021-09-25 17:05:44 main:574] : INFO : Epoch 2016 | loss: 0.03115 | val_loss: 0.0311676 | Time: 1266.93 ms
[2021-09-25 17:05:46 main:574] : INFO : Epoch 2017 | loss: 0.0311452 | val_loss: 0.0311696 | Time: 1221.44 ms
[2021-09-25 17:05:47 main:574] : INFO : Epoch 2018 | loss: 0.0311435 | val_loss: 0.0311683 | Time: 1236.64 ms
[2021-09-25 17:05:48 main:574] : INFO : Epoch 2019 | loss: 0.031143 | val_loss: 0.0311695 | Time: 1264.88 ms
[2021-09-25 17:05:50 main:574] : INFO : Epoch 2020 | loss: 0.0311438 | val_loss: 0.0311684 | Time: 1205.72 ms
[2021-09-25 17:05:51 main:574] : INFO : Epoch 2021 | loss: 0.0311443 | val_loss: 0.0311691 | Time: 1242.26 ms
[2021-09-25 17:05:52 main:574] : INFO : Epoch 2022 | loss: 0.0311461 | val_loss: 0.0311641 | Time: 1257.21 ms
[2021-09-25 17:05:54 main:574] : INFO : Epoch 2023 | loss: 0.0311437 | val_loss: 0.0311668 | Time: 1201.6 ms
[2021-09-25 17:05:55 main:574] : INFO : Epoch 2024 | loss: 0.0311433 | val_loss: 0.0311723 | Time: 1270.7 ms
[2021-09-25 17:05:56 main:574] : INFO : Epoch 2025 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 1246.7 ms
[2021-09-25 17:05:57 main:574] : INFO : Epoch 2026 | loss: 0.0311422 | val_loss: 0.0311716 | Time: 1210.29 ms
[2021-09-25 17:05:59 main:574] : INFO : Epoch 2027 | loss: 0.0311447 | val_loss: 0.0311692 | Time: 1280.71 ms
[2021-09-25 17:06:00 main:574] : INFO : Epoch 2028 | loss: 0.031143 | val_loss: 0.0311699 | Time: 1218.69 ms
[2021-09-25 17:06:01 main:574] : INFO : Epoch 2029 | loss: 0.0311386 | val_loss: 0.0311701 | Time: 1232.51 ms
[2021-09-25 17:06:03 main:574] : INFO : Epoch 2030 | loss: 0.0311393 | val_loss: 0.0311758 | Time: 1268.9 ms
[2021-09-25 17:06:04 main:574] : INFO : Epoch 2031 | loss: 0.0311439 | val_loss: 0.0311804 | Time: 1219.8 ms
[2021-09-25 17:06:05 main:574] : INFO : Epoch 2032 | loss: 0.0311465 | val_loss: 0.0311693 | Time: 1242.97 ms
[2021-09-25 17:06:07 main:574] : INFO : Epoch 2033 | loss: 0.0311443 | val_loss: 0.0311695 | Time: 1261.42 ms
[2021-09-25 17:06:08 main:574] : INFO : Epoch 2034 | loss: 0.0311505 | val_loss: 0.0311709 | Time: 1218.4 ms
[2021-09-25 17:06:09 main:574] : INFO : Epoch 2035 | loss: 0.031149 | val_loss: 0.0311674 | Time: 1238.26 ms
[2021-09-25 17:06:11 main:574] : INFO : Epoch 2036 | loss: 0.0311466 | val_loss: 0.0311677 | Time: 1257.27 ms
[2021-09-25 17:06:12 main:574] : INFO : Epoch 2037 | loss: 0.0311423 | val_loss: 0.0311717 | Time: 1202.17 ms
[2021-09-25 17:06:13 main:574] : INFO : Epoch 2038 | loss: 0.0311509 | val_loss: 0.0311773 | Time: 1240.52 ms
[2021-09-25 17:06:15 main:574] : INFO : Epoch 2039 | loss: 0.0311607 | val_loss: 0.0311673 | Time: 1258.56 ms
[2021-09-25 17:06:16 main:574] : INFO : Epoch 2040 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 1210.78 ms
[2021-09-25 17:06:17 main:574] : INFO : Epoch 2041 | loss: 0.0311527 | val_loss: 0.0311633 | Time: 1282.26 ms
[2021-09-25 17:06:18 main:574] : INFO : Epoch 2042 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 1244.53 ms
[2021-09-25 17:06:20 main:574] : INFO : Epoch 2043 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 1219.14 ms
[2021-09-25 17:06:21 main:574] : INFO : Epoch 2044 | loss: 0.0311491 | val_loss: 0.0311727 | Time: 1271.76 ms
[2021-09-25 17:06:22 main:574] : INFO : Epoch 2045 | loss: 0.0311467 | val_loss: 0.0311678 | Time: 1226.43 ms
[2021-09-25 17:06:24 main:574] : INFO : Epoch 2046 | loss: 0.0311424 | val_loss: 0.031166 | Time: 1241.17 ms
[2021-09-25 17:06:26 main:574] : INFO : Epoch 2047 | loss: 0.0311428 | val_loss: 0.0311678 | Time: 1209.51 ms
[2021-09-25 17:06:27 main:574] : INFO : Epoch 2048 | loss: 0.0311445 | val_loss: 0.0311699 | Time: 1257.96 ms
[2021-09-25 17:06:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311699
[2021-09-25 17:06:27 main:603] : INFO : Saving end state to config to file
[2021-09-25 17:06:27 main:608] : INFO : Success, exiting..
17:06:27 (8028): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)