Task 8435584
| Name | ParityModified-1634615019-22761-3_0 |
| Workunit | 5941168 |
| Created | 27 Oct 2021, 0:33:37 UTC |
| Sent | 30 Oct 2021, 8:01:14 UTC |
| Report deadline | 6 Nov 2021, 8:01:14 UTC |
| Received | 30 Oct 2021, 23:08:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 10 hours 58 min 34 sec |
| CPU time | 7 hours 0 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,473.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 693 ms [2021-10-30 11:49:14 main:574] : INFO : Epoch 1602 | loss: 0.0311903 | val_loss: 0.0312011 | Time: 15181.7 ms [2021-10-30 11:49:29 main:574] : INFO : Epoch 1603 | loss: 0.0311908 | val_loss: 0.0312027 | Time: 14703.9 ms [2021-10-30 11:49:44 main:574] : INFO : Epoch 1604 | loss: 0.0311918 | val_loss: 0.0311995 | Time: 15149.9 ms [2021-10-30 11:49:59 main:574] : INFO : Epoch 1605 | loss: 0.0311907 | val_loss: 0.0312 | Time: 14826 ms [2021-10-30 11:50:14 main:574] : INFO : Epoch 1606 | loss: 0.0311907 | val_loss: 0.0311958 | Time: 15145.9 ms [2021-10-30 11:50:29 main:574] : INFO : Epoch 1607 | loss: 0.0311902 | val_loss: 0.0311964 | Time: 14914.3 ms [2021-10-30 11:50:44 main:574] : INFO : Epoch 1608 | loss: 0.0311897 | val_loss: 0.0311953 | Time: 15066.8 ms [2021-10-30 11:50:59 main:574] : INFO : Epoch 1609 | loss: 0.0311903 | val_loss: 0.0311959 | Time: 14616.7 ms [2021-10-30 11:51:14 main:574] : INFO : Epoch 1610 | loss: 0.0311886 | val_loss: 0.0311949 | Time: 14933.8 ms [2021-10-30 11:51:29 main:574] : INFO : Epoch 1611 | loss: 0.0311907 | val_loss: 0.0311971 | Time: 14963.6 ms [2021-10-30 11:51:44 main:574] : INFO : Epoch 1612 | loss: 0.0311897 | val_loss: 0.0311947 | Time: 15231.8 ms [2021-10-30 11:51:59 main:574] : INFO : Epoch 1613 | loss: 0.0311883 | val_loss: 0.0311969 | Time: 14916.6 ms [2021-10-30 11:52:14 main:574] : INFO : Epoch 1614 | loss: 0.0311884 | val_loss: 0.0311956 | Time: 15175.7 ms [2021-10-30 11:52:29 main:574] : INFO : Epoch 1615 | loss: 0.0311898 | val_loss: 0.0311964 | Time: 14742.6 ms [2021-10-30 11:52:44 main:574] : INFO : Epoch 1616 | loss: 0.031189 | val_loss: 0.0311988 | Time: 15112.6 ms [2021-10-30 11:52:59 main:574] : INFO : Epoch 1617 | loss: 0.0311887 | val_loss: 0.0311998 | Time: 14798.1 ms [2021-10-30 11:53:14 main:574] : INFO : Epoch 1618 | loss: 0.0311899 | val_loss: 0.0311974 | Time: 15055.6 ms [2021-10-30 11:53:29 main:574] : INFO : Epoch 1619 | loss: 0.0311901 | val_loss: 0.031195 | Time: 15109.5 ms [2021-10-30 11:53:45 main:574] : INFO : Epoch 1620 | loss: 0.0311891 | val_loss: 0.0311936 | Time: 15604.7 ms [2021-10-30 11:54:00 main:574] : INFO : Epoch 1621 | loss: 0.0311896 | val_loss: 0.031195 | Time: 14978.1 ms [2021-10-30 11:54:15 main:574] : INFO : Epoch 1622 | loss: 0.0311883 | val_loss: 0.0311976 | Time: 15186 ms [2021-10-30 11:54:31 main:574] : INFO : Epoch 1623 | loss: 0.0311884 | val_loss: 0.0311983 | Time: 15375.5 ms [2021-10-30 11:54:46 main:574] : INFO : Epoch 1624 | loss: 0.0311931 | val_loss: 0.0311937 | Time: 15156.6 ms [2021-10-30 11:55:01 main:574] : INFO : Epoch 1625 | loss: 0.0311902 | val_loss: 0.0311992 | Time: 14858.5 ms [2021-10-30 11:55:16 main:574] : INFO : Epoch 1626 | loss: 0.0311904 | val_loss: 0.0311946 | Time: 15070.2 ms [2021-10-30 11:55:31 main:574] : INFO : Epoch 1627 | loss: 0.0311894 | val_loss: 0.0311939 | Time: 14824.1 ms [2021-10-30 11:55:49 main:574] : INFO : Epoch 1628 | loss: 0.0311887 | val_loss: 0.0311952 | Time: 17750.1 ms [2021-10-30 11:56:04 main:574] : INFO : Epoch 1629 | loss: 0.0311891 | val_loss: 0.0311936 | Time: 15065.1 ms [2021-10-30 11:56:19 main:574] : INFO : Epoch 1630 | loss: 0.031188 | val_loss: 0.0311954 | Time: 14751.4 ms [2021-10-30 11:56:37 main:574] : INFO : Epoch 1631 | loss: 0.0311897 | val_loss: 0.0311979 | Time: 18186.2 ms [2021-10-30 11:56:53 main:574] : INFO : Epoch 1632 | loss: 0.0311878 | val_loss: 0.0311957 | Time: 15483.9 ms [2021-10-30 11:57:11 main:574] : INFO : Epoch 1633 | loss: 0.0311883 | val_loss: 0.0311937 | Time: 18097.2 ms [2021-10-30 11:57:27 main:574] : INFO : Epoch 1634 | loss: 0.0311852 | val_loss: 0.0311952 | Time: 15531.9 ms [2021-10-30 11:57:44 main:574] : INFO : Epoch 1635 | loss: 0.0311852 | val_loss: 0.0311965 | Time: 17664.3 ms [2021-10-30 11:58:00 main:574] : INFO : Epoch 1636 | loss: 0.0311852 | val_loss: 0.0311959 | Time: 15237.7 ms [2021-10-30 11:58:15 main:574] : INFO : Epoch 1637 | loss: 0.0311853 | val_loss: 0.0311944 | Time: 15476.1 ms [2021-10-30 11:58:30 main:574] : INFO : Epoch 1638 | loss: 0.0311866 | val_loss: 0.0311953 | Time: 14961.1 ms [2021-10-30 11:58:45 main:574] : INFO : Epoch 1639 | loss: 0.0311877 | val_loss: 0.0311946 | Time: 15094.2 ms [2021-10-30 11:59:00 main:574] : INFO : Epoch 1640 | loss: 0.0311891 | val_loss: 0.0311959 | Time: 14717.2 ms [2021-10-30 11:59:15 main:574] : INFO : Epoch 1641 | loss: 0.0311896 | val_loss: 0.0312001 | Time: 14989.7 ms [2021-10-30 11:59:30 main:574] : INFO : Epoch 1642 | loss: 0.0311908 | val_loss: 0.0311965 | Time: 14685.1 ms [2021-10-30 11:59:45 main:574] : INFO : Epoch 1643 | loss: 0.0311953 | val_loss: 0.0312083 | Time: 14931.8 ms [2021-10-30 12:00:00 main:574] : INFO : Epoch 1644 | loss: 0.0311923 | val_loss: 0.0312014 | Time: 14988.1 ms [2021-10-30 12:00:15 main:574] : INFO : Epoch 1645 | loss: 0.0311909 | val_loss: 0.0311978 | Time: 15280.8 ms [2021-10-30 12:00:30 main:574] : INFO : Epoch 1646 | loss: 0.0311887 | val_loss: 0.0312 | Time: 14688.8 ms [2021-10-30 12:00:45 main:574] : INFO : Epoch 1647 | loss: 0.0311864 | val_loss: 0.0311974 | Time: 15053.6 ms [2021-10-30 12:01:03 main:574] : INFO : Epoch 1648 | loss: 0.031188 | val_loss: 0.031199 | Time: 17376.4 ms [2021-10-30 12:01:20 main:574] : INFO : Epoch 1649 | loss: 0.0311873 | val_loss: 0.0311942 | Time: 17102.9 ms [2021-10-30 12:01:38 main:574] : INFO : Epoch 1650 | loss: 0.0311934 | val_loss: 0.0312016 | Time: 17980.2 ms [2021-10-30 12:01:57 main:574] : INFO : Epoch 1651 | loss: 0.0311976 | val_loss: 0.0311969 | Time: 18480.3 ms [2021-10-30 12:02:14 main:574] : INFO : Epoch 1652 | loss: 0.0311956 | val_loss: 0.0311871 | Time: 17296.8 ms [2021-10-30 12:02:32 main:574] : INFO : Epoch 1653 | loss: 0.0311931 | val_loss: 0.0311885 | Time: 18298.6 ms [2021-10-30 12:02:50 main:574] : INFO : Epoch 1654 | loss: 0.0311972 | val_loss: 0.0311909 | Time: 17458 ms [2021-10-30 12:03:08 main:574] : INFO : Epoch 1655 | loss: 0.0311927 | val_loss: 0.0311897 | Time: 17649.6 ms [2021-10-30 12:03:26 main:574] : INFO : Epoch 1656 | loss: 0.0311947 | val_loss: 0.0311845 | Time: 17842.2 ms [2021-10-30 12:03:44 main:574] : INFO : Epoch 1657 | loss: 0.0311986 | val_loss: 0.0312033 | Time: 17935.6 ms [2021-10-30 12:04:02 main:574] : INFO : Epoch 1658 | loss: 0.0312028 | val_loss: 0.0311989 | Time: 17960.3 ms [2021-10-30 12:04:19 main:574] : INFO : Epoch 1659 | loss: 0.0311977 | val_loss: 0.0311956 | Time: 17288 ms [2021-10-30 12:04:38 main:574] : INFO : Epoch 1660 | loss: 0.0311968 | val_loss: 0.0311948 | Time: 18538.2 ms [2021-10-30 12:04:56 main:574] : INFO : Epoch 1661 | loss: 0.0311944 | val_loss: 0.031193 | Time: 18080.6 ms [2021-10-30 12:05:13 main:574] : INFO : Epoch 1662 | loss: 0.0311933 | val_loss: 0.0311928 | Time: 17131.4 ms [2021-10-30 12:05:32 main:574] : INFO : Epoch 1663 | loss: 0.0311928 | val_loss: 0.0311925 | Time: 18114.3 ms [2021-10-30 12:05:49 main:574] : INFO : Epoch 1664 | loss: 0.0311917 | val_loss: 0.0311912 | Time: 17376.8 ms [2021-10-30 12:06:07 main:574] : INFO : Epoch 1665 | loss: 0.0311912 | val_loss: 0.0311927 | Time: 17947.2 ms [2021-10-30 12:06:25 main:574] : INFO : Epoch 1666 | loss: 0.031197 | val_loss: 0.0312015 | Time: 17664.4 ms [2021-10-30 12:06:43 main:574] : INFO : Epoch 1667 | loss: 0.0312003 | val_loss: 0.0311977 | Time: 18000.1 ms [2021-10-30 12:07:02 main:574] : INFO : Epoch 1668 | loss: 0.0311968 | val_loss: 0.0311928 | Time: 19160.5 ms [2021-10-30 12:07:20 main:574] : INFO : Epoch 1669 | loss: 0.0311966 | val_loss: 0.0311956 | Time: 17825 ms [2021-10-30 12:07:38 main:574] : INFO : Epoch 1670 | loss: 0.0311931 | val_loss: 0.031195 | Time: 17603.4 ms [2021-10-30 12:07:56 main:574] : INFO : Epoch 1671 | loss: 0.031194 | val_loss: 0.0311909 | Time: 18458.4 ms [2021-10-30 12:08:15 main:574] : INFO : Epoch 1672 | loss: 0.0311928 | val_loss: 0.0311912 | Time: 18659.7 ms [2021-10-30 12:08:33 main:574] : INFO : Epoch 1673 | loss: 0.0311913 | val_loss: 0.0311918 | Time: 18282.1 ms [2021-10-30 12:08:52 main:574] : INFO : Epoch 1674 | loss: 0.0311931 | val_loss: 0.0312008 | Time: 18358.3 ms [2021-10-30 12:09:10 main:574] : INFO : Epoch 1675 | loss: 0.0311956 | val_loss: 0.0311903 | Time: 17647.6 ms [2021-10-30 12:09:29 main:574] : INFO : Epoch 1676 | loss: 0.0311916 | val_loss: 0.0311933 | Time: 18699.1 ms [2021-10-30 12:09:47 main:574] : INFO : Epoch 1677 | loss: 0.0311908 | val_loss: 0.0311943 | Time: 18212 ms [2021-10-30 12:10:05 main:574] : INFO : Epoch 1678 | loss: 0.0311903 | val_loss: 0.0311895 | Time: 18123.3 ms [2021-10-30 12:10:24 main:574] : INFO : Epoch 1679 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 18465.3 ms [2021-10-30 12:10:42 main:574] : INFO : Epoch 1680 | loss: 0.0311881 | val_loss: 0.0311907 | Time: 17863.4 ms [2021-10-30 12:10:59 main:574] : INFO : Epoch 1681 | loss: 0.0311879 | val_loss: 0.031192 | Time: 17829.3 ms [2021-10-30 12:11:18 main:574] : INFO : Epoch 1682 | loss: 0.0311884 | val_loss: 0.0311904 | Time: 18496.9 ms [2021-10-30 12:11:36 main:574] : INFO : Epoch 1683 | loss: 0.0311906 | val_loss: 0.0311896 | Time: 18148.2 ms [2021-10-30 12:11:55 main:574] : INFO : Epoch 1684 | loss: 0.0311891 | val_loss: 0.0311887 | Time: 18348.1 ms [2021-10-30 12:12:13 main:574] : INFO : Epoch 1685 | loss: 0.0311878 | val_loss: 0.0311894 | Time: 17992.9 ms [2021-10-30 12:12:31 main:574] : INFO : Epoch 1686 | loss: 0.0311907 | val_loss: 0.0311898 | Time: 17858 ms [2021-10-30 12:12:49 main:574] : INFO : Epoch 1687 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 17826.1 ms [2021-10-30 12:13:07 main:574] : INFO : Epoch 1688 | loss: 0.0311891 | val_loss: 0.0311903 | Time: 18330.8 ms [2021-10-30 12:13:25 main:574] : INFO : Epoch 1689 | loss: 0.0311887 | val_loss: 0.0311916 | Time: 17556.8 ms [2021-10-30 12:13:43 main:574] : INFO : Epoch 1690 | loss: 0.031187 | val_loss: 0.0311891 | Time: 18213.3 ms [2021-10-30 12:14:01 main:574] : INFO : Epoch 1691 | loss: 0.031187 | val_loss: 0.0311881 | Time: 17967.4 ms [2021-10-30 12:14:19 main:574] : INFO : Epoch 1692 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 17339.8 ms [2021-10-30 12:14:37 main:574] : INFO : Epoch 1693 | loss: 0.0311885 | val_loss: 0.0311944 | Time: 18329.3 ms [2021-10-30 12:14:55 main:574] : INFO : Epoch 1694 | loss: 0.031187 | val_loss: 0.0311896 | Time: 17452.5 ms [2021-10-30 12:15:12 main:574] : INFO : Epoch 1695 | loss: 0.0311906 | val_loss: 0.0311922 | Time: 17776.7 ms [2021-10-30 12:15:30 main:574] : INFO : Epoch 1696 | loss: 0.0311895 | val_loss: 0.0311899 | Time: 17730.8 ms [2021-10-30 12:15:49 main:574] : INFO : Epoch 1697 | loss: 0.0311886 | val_loss: 0.0311953 | Time: 18463.6 ms [2021-10-30 12:16:07 main:574] : INFO : Epoch 1698 | loss: 0.0311912 | val_loss: 0.0311866 | Time: 18289.7 ms [2021-10-30 12:16:25 main:574] : INFO : Epoch 1699 | loss: 0.0311855 | val_loss: 0.0311895 | Time: 17541.5 ms [2021-10-30 12:16:43 main:574] : INFO : Epoch 1700 | loss: 0.0311847 | val_loss: 0.0311882 | Time: 17734.3 ms [2021-10-30 12:17:01 main:574] : INFO : Epoch 1701 | loss: 0.031185 | val_loss: 0.0311875 | Time: 17923.8 ms [2021-10-30 12:17:19 main:574] : INFO : Epoch 1702 | loss: 0.0311839 | val_loss: 0.0311907 | Time: 17638.8 ms [2021-10-30 12:17:37 main:574] : INFO : Epoch 1703 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 18673.1 ms [2021-10-30 12:17:55 main:574] : INFO : Epoch 1704 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 18018.5 ms [2021-10-30 12:18:13 main:574] : INFO : Epoch 1705 | loss: 0.0311839 | val_loss: 0.0311865 | Time: 17781.6 ms [2021-10-30 12:18:30 main:574] : INFO : Epoch 1706 | loss: 0.0311847 | val_loss: 0.0311868 | Time: 16668.5 ms [2021-10-30 12:18:49 main:574] : INFO : Epoch 1707 | loss: 0.031186 | val_loss: 0.0311918 | Time: 18372.9 ms [2021-10-30 12:19:07 main:574] : INFO : Epoch 1708 | loss: 0.0311838 | val_loss: 0.031187 | Time: 18183 ms [2021-10-30 12:19:25 main:574] : INFO : Epoch 1709 | loss: 0.031185 | val_loss: 0.0311905 | Time: 18199.3 ms [2021-10-30 12:19:43 main:574] : INFO : Epoch 1710 | loss: 0.031185 | val_loss: 0.0311873 | Time: 17900.7 ms [2021-10-30 12:20:01 main:574] : INFO : Epoch 1711 | loss: 0.0311841 | val_loss: 0.0311931 | Time: 17261.9 ms [2021-10-30 12:20:19 main:574] : INFO : Epoch 1712 | loss: 0.031188 | val_loss: 0.0311841 | Time: 17924.8 ms [2021-10-30 12:20:37 main:574] : INFO : Epoch 1713 | loss: 0.0311846 | val_loss: 0.031186 | Time: 18333.1 ms [2021-10-30 12:20:55 main:574] : INFO : Epoch 1714 | loss: 0.0311849 | val_loss: 0.0311832 | Time: 17616.9 ms [2021-10-30 12:21:13 main:574] : INFO : Epoch 1715 | loss: 0.0311851 | val_loss: 0.0311925 | Time: 18158.6 ms [2021-10-30 12:21:32 main:574] : INFO : Epoch 1716 | loss: 0.0311867 | val_loss: 0.0311884 | Time: 18663.4 ms [2021-10-30 12:21:50 main:574] : INFO : Epoch 1717 | loss: 0.0311849 | val_loss: 0.0311834 | Time: 17796.3 ms [2021-10-30 12:22:08 main:574] : INFO : Epoch 1718 | loss: 0.0311863 | val_loss: 0.0311838 | Time: 18479.8 ms [2021-10-30 12:22:26 main:574] : INFO : Epoch 1719 | loss: 0.0311847 | val_loss: 0.0311851 | Time: 18011.5 ms [2021-10-30 12:22:44 main:574] : INFO : Epoch 1720 | loss: 0.0311836 | val_loss: 0.0311829 | Time: 17192.5 ms [2021-10-30 12:23:01 main:574] : INFO : Epoch 1721 | loss: 0.031183 | val_loss: 0.031187 | Time: 17321.6 ms [2021-10-30 12:23:19 main:574] : INFO : Epoch 1722 | loss: 0.031183 | val_loss: 0.0311815 | Time: 17897.3 ms [2021-10-30 12:23:38 main:574] : INFO : Epoch 1723 | loss: 0.0311824 | val_loss: 0.0311816 | Time: 19183.2 ms [2021-10-30 12:23:57 main:574] : INFO : Epoch 1724 | loss: 0.0311814 | val_loss: 0.0311821 | Time: 18267.4 ms [2021-10-30 12:24:15 main:574] : INFO : Epoch 1725 | loss: 0.0311806 | val_loss: 0.031181 | Time: 18430.2 ms [2021-10-30 12:24:34 main:574] : INFO : Epoch 1726 | loss: 0.0311827 | val_loss: 0.0311806 | Time: 18407.9 ms [2021-10-30 12:24:52 main:574] : INFO : Epoch 1727 | loss: 0.0311831 | val_loss: 0.0311811 | Time: 18153.1 ms [2021-10-30 12:25:10 main:574] : INFO : Epoch 1728 | loss: 0.0311827 | val_loss: 0.0311813 | Time: 17440.4 ms [2021-10-30 12:25:28 main:574] : INFO : Epoch 1729 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 18640.4 ms [2021-10-30 12:25:46 main:574] : INFO : Epoch 1730 | loss: 0.0311808 | val_loss: 0.0311814 | Time: 17246.2 ms [2021-10-30 12:26:03 main:574] : INFO : Epoch 1731 | loss: 0.0311806 | val_loss: 0.0311866 | Time: 17619.5 ms [2021-10-30 12:26:22 main:574] : INFO : Epoch 1732 | loss: 0.0311873 | val_loss: 0.0311896 | Time: 18251.8 ms [2021-10-30 12:26:39 main:574] : INFO : Epoch 1733 | loss: 0.0311833 | val_loss: 0.0311843 | Time: 17604.7 ms [2021-10-30 12:26:58 main:574] : INFO : Epoch 1734 | loss: 0.031181 | val_loss: 0.0311839 | Time: 18649.6 ms [2021-10-30 12:27:16 main:574] : INFO : Epoch 1735 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 17414.3 ms [2021-10-30 12:27:33 main:574] : INFO : Epoch 1736 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 17173.4 ms [2021-10-30 12:27:51 main:574] : INFO : Epoch 1737 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 17648 ms [2021-10-30 12:28:09 main:574] : INFO : Epoch 1738 | loss: 0.0311783 | val_loss: 0.0311788 | Time: 18069.2 ms [2021-10-30 12:28:27 main:574] : INFO : Epoch 1739 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 17710.7 ms [2021-10-30 12:28:45 main:574] : INFO : Epoch 1740 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 18235.9 ms [2021-10-30 12:29:03 main:574] : INFO : Epoch 1741 | loss: 0.0311817 | val_loss: 0.0311802 | Time: 18091.2 ms [2021-10-30 12:29:20 main:574] : INFO : Epoch 1742 | loss: 0.031181 | val_loss: 0.0311812 | Time: 16669.1 ms [2021-10-30 12:29:38 main:574] : INFO : Epoch 1743 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 18269.5 ms [2021-10-30 12:29:56 main:574] : INFO : Epoch 1744 | loss: 0.0311776 | val_loss: 0.0311792 | Time: 17868.2 ms [2021-10-30 12:30:14 main:574] : INFO : Epoch 1745 | loss: 0.0311808 | val_loss: 0.0311798 | Time: 17728 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-10-30 14:32:13 main:435] : INFO : Set logging level to 1 [2021-10-30 14:32:13 main:441] : INFO : Running in BOINC Client mode [2021-10-30 14:32:13 main:444] : INFO : Resolving all filenames [2021-10-30 14:32:13 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-30 14:32:13 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615019-22761-3_0_r893017057_1 (exists = 1) [2021-10-30 14:32:13 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615019-22761-3_0_r893017057_0 (exists = 0) [2021-10-30 14:32:13 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615019-22761-3 (exists = 1) [2021-10-30 14:32:13 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-30 14:32:13 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-30 14:32:13 main:474] : INFO : Configuration: [2021-10-30 14:32:13 main:475] : INFO : Model type: GRU [2021-10-30 14:32:13 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-30 14:32:13 main:477] : INFO : Max Epochs: 2048 [2021-10-30 14:32:13 main:478] : INFO : Batch Size: 128 [2021-10-30 14:32:13 main:479] : INFO : Learning Rate: 0.01 [2021-10-30 14:32:13 main:480] : INFO : Patience: 10 [2021-10-30 14:32:13 main:481] : INFO : Hidden Width: 12 [2021-10-30 14:32:13 main:482] : INFO : # Recurrent Layers: 4 [2021-10-30 14:32:13 main:483] : INFO : # Backend Layers: 4 [2021-10-30 14:32:13 main:484] : INFO : # Threads: 1 [2021-10-30 14:32:14 main:486] : INFO : Preparing Dataset [2021-10-30 14:32:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-30 14:32:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-30 14:32:23 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-30 14:32:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-30 14:32:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-30 14:32:23 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-30 14:32:24 main:494] : INFO : Creating Model [2021-10-30 14:32:24 main:507] : INFO : Preparing config file [2021-10-30 14:32:24 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-30 14:32:24 main:512] : INFO : Loading config [2021-10-30 14:32:24 main:514] : INFO : Loading state [2021-10-30 14:32:29 main:559] : INFO : Loading DataLoader into Memory [2021-10-30 14:32:29 main:562] : INFO : Starting Training [2021-10-30 14:32:47 main:574] : INFO : Epoch 1746 | loss: 0.031339 | val_loss: 0.0312442 | Time: 18027.9 ms [2021-10-30 14:33:05 main:574] : INFO : Epoch 1747 | loss: 0.0312154 | val_loss: 0.0311917 | Time: 17554.2 ms [2021-10-30 14:33:23 main:574] : INFO : Epoch 1748 | loss: 0.0311866 | val_loss: 0.0311823 | Time: 17623.4 ms [2021-10-30 14:33:40 main:574] : INFO : Epoch 1749 | loss: 0.0311801 | val_loss: 0.0311818 | Time: 17490.2 ms [2021-10-30 14:33:58 main:574] : INFO : Epoch 1750 | loss: 0.03118 | val_loss: 0.0311772 | Time: 17473.8 ms [2021-10-30 14:34:15 main:574] : INFO : Epoch 1751 | loss: 0.0311788 | val_loss: 0.0311793 | Time: 17343.8 ms [2021-10-30 14:34:33 main:574] : INFO : Epoch 1752 | loss: 0.0311784 | val_loss: 0.031179 | Time: 17640 ms [2021-10-30 14:34:51 main:574] : INFO : Epoch 1753 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 17832.9 ms [2021-10-30 14:35:08 main:574] : INFO : Epoch 1754 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 17392.6 ms [2021-10-30 14:35:27 main:574] : INFO : Epoch 1755 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 18115.9 ms [2021-10-30 14:35:44 main:574] : INFO : Epoch 1756 | loss: 0.0311806 | val_loss: 0.0311804 | Time: 16886.2 ms [2021-10-30 14:36:01 main:574] : INFO : Epoch 1757 | loss: 0.0311815 | val_loss: 0.031181 | Time: 17331.1 ms [2021-10-30 14:36:18 main:574] : INFO : Epoch 1758 | loss: 0.031178 | val_loss: 0.0311784 | Time: 16841.5 ms [2021-10-30 14:36:36 main:574] : INFO : Epoch 1759 | loss: 0.0311782 | val_loss: 0.0311834 | Time: 17770.9 ms [2021-10-30 14:36:53 main:574] : INFO : Epoch 1760 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 17393.4 ms [2021-10-30 14:37:11 main:574] : INFO : Epoch 1761 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 17680.7 ms [2021-10-30 14:37:29 main:574] : INFO : Epoch 1762 | loss: 0.0311794 | val_loss: 0.0311803 | Time: 17875.5 ms [2021-10-30 14:37:47 main:574] : INFO : Epoch 1763 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 17512.8 ms [2021-10-30 14:38:04 main:574] : INFO : Epoch 1764 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 17593.7 ms [2021-10-30 14:38:22 main:574] : INFO : Epoch 1765 | loss: 0.0311771 | val_loss: 0.0311788 | Time: 17588.2 ms [2021-10-30 14:38:40 main:574] : INFO : Epoch 1766 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 18284.9 ms [2021-10-30 14:38:56 main:574] : INFO : Epoch 1767 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 15915.5 ms [2021-10-30 14:39:13 main:574] : INFO : Epoch 1768 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 16472.9 ms [2021-10-30 14:39:32 main:574] : INFO : Epoch 1769 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 18490.6 ms [2021-10-30 14:39:52 main:574] : INFO : Epoch 1770 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 19996.6 ms [2021-10-30 14:40:07 main:574] : INFO : Epoch 1771 | loss: 0.031175 | val_loss: 0.0311819 | Time: 15319.2 ms [2021-10-30 14:40:22 main:574] : INFO : Epoch 1772 | loss: 0.0311757 | val_loss: 0.0311748 | Time: 15042 ms [2021-10-30 14:40:38 main:574] : INFO : Epoch 1773 | loss: 0.0311748 | val_loss: 0.0311754 | Time: 15286.9 ms [2021-10-30 14:40:53 main:574] : INFO : Epoch 1774 | loss: 0.0311769 | val_loss: 0.0311792 | Time: 15251.1 ms [2021-10-30 14:41:08 main:574] : INFO : Epoch 1775 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 15349.2 ms [2021-10-30 14:41:25 main:574] : INFO : Epoch 1776 | loss: 0.0311771 | val_loss: 0.0311758 | Time: 16526.8 ms [2021-10-30 14:41:42 main:574] : INFO : Epoch 1777 | loss: 0.0311786 | val_loss: 0.0311814 | Time: 16674.8 ms [2021-10-30 14:41:57 main:574] : INFO : Epoch 1778 | loss: 0.0311764 | val_loss: 0.0311774 | Time: 15116.7 ms [2021-10-30 14:42:12 main:574] : INFO : Epoch 1779 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 14871.7 ms [2021-10-30 14:42:27 main:574] : INFO : Epoch 1780 | loss: 0.031175 | val_loss: 0.0311785 | Time: 15435.5 ms [2021-10-30 14:42:42 main:574] : INFO : Epoch 1781 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 14964 ms [2021-10-30 14:42:58 main:574] : INFO : Epoch 1782 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 15753.1 ms [2021-10-30 14:43:13 main:574] : INFO : Epoch 1783 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 15308.7 ms [2021-10-30 14:43:36 main:574] : INFO : Epoch 1784 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 22417.6 ms [2021-10-30 14:43:52 main:574] : INFO : Epoch 1785 | loss: 0.031176 | val_loss: 0.0311765 | Time: 15941.5 ms [2021-10-30 14:44:07 main:574] : INFO : Epoch 1786 | loss: 0.031174 | val_loss: 0.0311749 | Time: 15331.2 ms [2021-10-30 14:44:22 main:574] : INFO : Epoch 1787 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 14881.8 ms [2021-10-30 14:44:38 main:574] : INFO : Epoch 1788 | loss: 0.0311755 | val_loss: 0.0311779 | Time: 15261.7 ms [2021-10-30 14:44:53 main:574] : INFO : Epoch 1789 | loss: 0.0311776 | val_loss: 0.0311897 | Time: 15073.6 ms [2021-10-30 14:45:08 main:574] : INFO : Epoch 1790 | loss: 0.0311787 | val_loss: 0.0311774 | Time: 15293.2 ms [2021-10-30 14:45:26 main:574] : INFO : Epoch 1791 | loss: 0.0311754 | val_loss: 0.0311764 | Time: 17700.1 ms [2021-10-30 14:45:42 main:574] : INFO : Epoch 1792 | loss: 0.0311742 | val_loss: 0.0311748 | Time: 16170.3 ms [2021-10-30 14:45:58 main:574] : INFO : Epoch 1793 | loss: 0.0311733 | val_loss: 0.0311761 | Time: 15256.5 ms [2021-10-30 14:46:13 main:574] : INFO : Epoch 1794 | loss: 0.0311741 | val_loss: 0.0311771 | Time: 14994.5 ms [2021-10-30 14:46:28 main:574] : INFO : Epoch 1795 | loss: 0.0311761 | val_loss: 0.031182 | Time: 15448 ms [2021-10-30 14:46:43 main:574] : INFO : Epoch 1796 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 14775.3 ms [2021-10-30 14:46:59 main:574] : INFO : Epoch 1797 | loss: 0.0311756 | val_loss: 0.0311764 | Time: 15371.9 ms [2021-10-30 14:47:15 main:574] : INFO : Epoch 1798 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 16398.4 ms [2021-10-30 14:47:33 main:574] : INFO : Epoch 1799 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 17350.9 ms [2021-10-30 14:47:49 main:574] : INFO : Epoch 1800 | loss: 0.031172 | val_loss: 0.0311753 | Time: 16414.7 ms [2021-10-30 14:48:04 main:574] : INFO : Epoch 1801 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 15074.8 ms [2021-10-30 14:48:20 main:574] : INFO : Epoch 1802 | loss: 0.031177 | val_loss: 0.0311894 | Time: 15303.9 ms [2021-10-30 14:48:35 main:574] : INFO : Epoch 1803 | loss: 0.0311762 | val_loss: 0.0311753 | Time: 15059.7 ms [2021-10-30 14:48:51 main:574] : INFO : Epoch 1804 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 15746.1 ms [2021-10-30 14:49:06 main:574] : INFO : Epoch 1805 | loss: 0.031172 | val_loss: 0.0311799 | Time: 15097 ms [2021-10-30 14:49:23 main:574] : INFO : Epoch 1806 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 17368.1 ms [2021-10-30 14:49:40 main:574] : INFO : Epoch 1807 | loss: 0.0311774 | val_loss: 0.0311763 | Time: 16595.4 ms [2021-10-30 14:49:56 main:574] : INFO : Epoch 1808 | loss: 0.0311772 | val_loss: 0.0311765 | Time: 15547.5 ms [2021-10-30 14:50:11 main:574] : INFO : Epoch 1809 | loss: 0.0311756 | val_loss: 0.031176 | Time: 15259.2 ms [2021-10-30 14:50:26 main:574] : INFO : Epoch 1810 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 15040.5 ms [2021-10-30 14:50:41 main:574] : INFO : Epoch 1811 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 15165.7 ms [2021-10-30 14:50:56 main:574] : INFO : Epoch 1812 | loss: 0.0311767 | val_loss: 0.0311766 | Time: 15028.6 ms [2021-10-30 14:51:12 main:574] : INFO : Epoch 1813 | loss: 0.0311775 | val_loss: 0.031177 | Time: 15222.4 ms [2021-10-30 14:51:30 main:574] : INFO : Epoch 1814 | loss: 0.0311761 | val_loss: 0.0311732 | Time: 18273.6 ms [2021-10-30 14:51:46 main:574] : INFO : Epoch 1815 | loss: 0.0311742 | val_loss: 0.0311759 | Time: 16302.2 ms [2021-10-30 14:52:02 main:574] : INFO : Epoch 1816 | loss: 0.0311729 | val_loss: 0.031178 | Time: 15336.5 ms [2021-10-30 14:52:17 main:574] : INFO : Epoch 1817 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 15348.7 ms [2021-10-30 14:52:33 main:574] : INFO : Epoch 1818 | loss: 0.0311746 | val_loss: 0.0311821 | Time: 15539.1 ms [2021-10-30 14:52:48 main:574] : INFO : Epoch 1819 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 15209 ms [2021-10-30 14:53:04 main:574] : INFO : Epoch 1820 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 15543.9 ms [2021-10-30 14:53:20 main:574] : INFO : Epoch 1821 | loss: 0.0311801 | val_loss: 0.0311856 | Time: 15550.7 ms [2021-10-30 14:53:37 main:574] : INFO : Epoch 1822 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 17464.4 ms [2021-10-30 14:53:54 main:574] : INFO : Epoch 1823 | loss: 0.0311766 | val_loss: 0.0311818 | Time: 16638.1 ms [2021-10-30 14:54:10 main:574] : INFO : Epoch 1824 | loss: 0.0311745 | val_loss: 0.0311796 | Time: 16217.1 ms [2021-10-30 14:54:26 main:574] : INFO : Epoch 1825 | loss: 0.0311755 | val_loss: 0.0311781 | Time: 15643.5 ms [2021-10-30 14:54:41 main:574] : INFO : Epoch 1826 | loss: 0.0311751 | val_loss: 0.0311827 | Time: 15381.5 ms [2021-10-30 14:54:56 main:574] : INFO : Epoch 1827 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 15120.6 ms [2021-10-30 14:55:11 main:574] : INFO : Epoch 1828 | loss: 0.0311768 | val_loss: 0.0311991 | Time: 14678.7 ms [2021-10-30 14:55:27 main:574] : INFO : Epoch 1829 | loss: 0.0311804 | val_loss: 0.0311879 | Time: 15361 ms [2021-10-30 14:55:43 main:574] : INFO : Epoch 1830 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 16549.8 ms [2021-10-30 14:56:01 main:574] : INFO : Epoch 1831 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 17689.6 ms [2021-10-30 14:56:20 main:574] : INFO : Epoch 1832 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 18456.2 ms [2021-10-30 14:56:35 main:574] : INFO : Epoch 1833 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 15364.4 ms [2021-10-30 14:56:51 main:574] : INFO : Epoch 1834 | loss: 0.0311733 | val_loss: 0.0311816 | Time: 15611.4 ms [2021-10-30 14:57:06 main:574] : INFO : Epoch 1835 | loss: 0.0311732 | val_loss: 0.031176 | Time: 15158.7 ms [2021-10-30 14:57:21 main:574] : INFO : Epoch 1836 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 15155.2 ms [2021-10-30 14:57:36 main:574] : INFO : Epoch 1837 | loss: 0.0311748 | val_loss: 0.0311908 | Time: 15287.9 ms [2021-10-30 14:57:52 main:574] : INFO : Epoch 1838 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 15542.6 ms [2021-10-30 14:58:11 main:574] : INFO : Epoch 1839 | loss: 0.0311749 | val_loss: 0.0311765 | Time: 18357.9 ms [2021-10-30 14:58:26 main:574] : INFO : Epoch 1840 | loss: 0.0311731 | val_loss: 0.0311745 | Time: 15098.5 ms [2021-10-30 14:58:42 main:574] : INFO : Epoch 1841 | loss: 0.0311729 | val_loss: 0.0311757 | Time: 15666.3 ms [2021-10-30 14:58:57 main:574] : INFO : Epoch 1842 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 15253.6 ms [2021-10-30 14:59:12 main:574] : INFO : Epoch 1843 | loss: 0.0311732 | val_loss: 0.0311753 | Time: 14877.9 ms [2021-10-30 14:59:27 main:574] : INFO : Epoch 1844 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 15315.3 ms [2021-10-30 14:59:42 main:574] : INFO : Epoch 1845 | loss: 0.0311746 | val_loss: 0.0311784 | Time: 14755.4 ms [2021-10-30 14:59:58 main:574] : INFO : Epoch 1846 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 15618.5 ms [2021-10-30 15:00:16 main:574] : INFO : Epoch 1847 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 17743.3 ms [2021-10-30 15:00:31 main:574] : INFO : Epoch 1848 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 15825.8 ms [2021-10-30 15:00:47 main:574] : INFO : Epoch 1849 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 15412 ms [2021-10-30 15:01:03 main:574] : INFO : Epoch 1850 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 15836.1 ms [2021-10-30 15:01:18 main:574] : INFO : Epoch 1851 | loss: 0.0311728 | val_loss: 0.0311761 | Time: 15407.8 ms [2021-10-30 15:01:33 main:574] : INFO : Epoch 1852 | loss: 0.0311726 | val_loss: 0.0311772 | Time: 14772.2 ms [2021-10-30 15:01:49 main:574] : INFO : Epoch 1853 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 15480.1 ms [2021-10-30 15:02:04 main:574] : INFO : Epoch 1854 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 15288.2 ms [2021-10-30 15:02:21 main:574] : INFO : Epoch 1855 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 16912.4 ms [2021-10-30 15:02:39 main:574] : INFO : Epoch 1856 | loss: 0.031171 | val_loss: 0.0311744 | Time: 18361.3 ms [2021-10-30 15:02:56 main:574] : INFO : Epoch 1857 | loss: 0.0311721 | val_loss: 0.031177 | Time: 16019.3 ms [2021-10-30 15:03:11 main:574] : INFO : Epoch 1858 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 15262.7 ms [2021-10-30 15:03:26 main:574] : INFO : Epoch 1859 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 15329 ms [2021-10-30 15:03:42 main:574] : INFO : Epoch 1860 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 15131.5 ms [2021-10-30 15:03:57 main:574] : INFO : Epoch 1861 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 15242.3 ms [2021-10-30 15:04:12 main:574] : INFO : Epoch 1862 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 14852.9 ms [2021-10-30 15:04:30 main:574] : INFO : Epoch 1863 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 18202.5 ms [2021-10-30 15:04:46 main:574] : INFO : Epoch 1864 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 16167.6 ms [2021-10-30 15:05:02 main:574] : INFO : Epoch 1865 | loss: 0.0311757 | val_loss: 0.0311857 | Time: 15253.4 ms [2021-10-30 15:05:17 main:574] : INFO : Epoch 1866 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 15286.1 ms [2021-10-30 15:05:32 main:574] : INFO : Epoch 1867 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 14865.2 ms [2021-10-30 15:05:48 main:574] : INFO : Epoch 1868 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 15506.5 ms [2021-10-30 15:06:03 main:574] : INFO : Epoch 1869 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 15076.2 ms [2021-10-30 15:06:18 main:574] : INFO : Epoch 1870 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 15523.5 ms [2021-10-30 15:06:34 main:574] : INFO : Epoch 1871 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 15327.3 ms [2021-10-30 15:06:52 main:574] : INFO : Epoch 1872 | loss: 0.031174 | val_loss: 0.0311778 | Time: 17922.2 ms [2021-10-30 15:07:08 main:574] : INFO : Epoch 1873 | loss: 0.031171 | val_loss: 0.0311756 | Time: 15893.4 ms [2021-10-30 15:07:23 main:574] : INFO : Epoch 1874 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 15166.5 ms [2021-10-30 15:07:39 main:574] : INFO : Epoch 1875 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 16020.1 ms [2021-10-30 15:07:55 main:574] : INFO : Epoch 1876 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 15406.5 ms [2021-10-30 15:08:10 main:574] : INFO : Epoch 1877 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 15233.3 ms [2021-10-30 15:08:25 main:574] : INFO : Epoch 1878 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 14924.8 ms [2021-10-30 15:08:40 main:574] : INFO : Epoch 1879 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 15425 ms [2021-10-30 15:08:57 main:574] : INFO : Epoch 1880 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 16828.8 ms [2021-10-30 15:09:15 main:574] : INFO : Epoch 1881 | loss: 0.031173 | val_loss: 0.0311782 | Time: 17223 ms [2021-10-30 15:09:31 main:574] : INFO : Epoch 1882 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 16408.9 ms [2021-10-30 15:09:47 main:574] : INFO : Epoch 1883 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 15462.5 ms [2021-10-30 15:10:02 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311748 | Time: 14954.4 ms [2021-10-30 15:10:17 main:574] : INFO : Epoch 1885 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 15437 ms [2021-10-30 15:10:32 main:574] : INFO : Epoch 1886 | loss: 0.0311696 | val_loss: 0.0311821 | Time: 14992.9 ms [2021-10-30 15:10:48 main:574] : INFO : Epoch 1887 | loss: 0.031173 | val_loss: 0.0311771 | Time: 15621.6 ms [2021-10-30 15:11:03 main:574] : INFO : Epoch 1888 | loss: 0.0311713 | val_loss: 0.031183 | Time: 14852.4 ms [2021-10-30 15:11:21 main:574] : INFO : Epoch 1889 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 18323 ms [2021-10-30 15:11:37 main:574] : INFO : Epoch 1890 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 15585 ms [2021-10-30 15:11:52 main:574] : INFO : Epoch 1891 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 15229.6 ms [2021-10-30 15:12:08 main:574] : INFO : Epoch 1892 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 15439.2 ms [2021-10-30 15:12:23 main:574] : INFO : Epoch 1893 | loss: 0.031179 | val_loss: 0.0311761 | Time: 14923.9 ms [2021-10-30 15:12:38 main:574] : INFO : Epoch 1894 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 15374.9 ms [2021-10-30 15:12:53 main:574] : INFO : Epoch 1895 | loss: 0.0311738 | val_loss: 0.0311744 | Time: 14901.8 ms [2021-10-30 15:13:09 main:574] : INFO : Epoch 1896 | loss: 0.031172 | val_loss: 0.0311755 | Time: 15541.3 ms [2021-10-30 15:13:25 main:574] : INFO : Epoch 1897 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 15898.9 ms [2021-10-30 15:13:43 main:574] : INFO : Epoch 1898 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 17966 ms [2021-10-30 15:13:59 main:574] : INFO : Epoch 1899 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 15613.5 ms [2021-10-30 15:14:14 main:574] : INFO : Epoch 1900 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 15178.7 ms [2021-10-30 15:14:29 main:574] : INFO : Epoch 1901 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 15200.3 ms [2021-10-30 15:14:45 main:574] : INFO : Epoch 1902 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 15284.1 ms [2021-10-30 15:15:00 main:574] : INFO : Epoch 1903 | loss: 0.0311708 | val_loss: 0.0311877 | Time: 15169.3 ms [2021-10-30 15:15:15 main:574] : INFO : Epoch 1904 | loss: 0.0311752 | val_loss: 0.0311753 | Time: 14918.9 ms [2021-10-30 15:15:32 main:574] : INFO : Epoch 1905 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 17030.6 ms [2021-10-30 15:15:49 main:574] : INFO : Epoch 1906 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 17025.5 ms [2021-10-30 15:16:04 main:574] : INFO : Epoch 1907 | loss: 0.03117 | val_loss: 0.0311784 | Time: 14853.5 ms [2021-10-30 15:16:19 main:574] : INFO : Epoch 1908 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 15082.4 ms [2021-10-30 15:16:34 main:574] : INFO : Epoch 1909 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 14802.7 ms [2021-10-30 15:16:49 main:574] : INFO : Epoch 1910 | loss: 0.0311712 | val_loss: 0.0311812 | Time: 15260.2 ms [2021-10-30 15:17:05 main:574] : INFO : Epoch 1911 | loss: 0.0311754 | val_loss: 0.031178 | Time: 15214.6 ms [2021-10-30 15:17:20 main:574] : INFO : Epoch 1912 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 15342.6 ms [2021-10-30 15:17:39 main:574] : INFO : Epoch 1913 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 18485.5 ms [2021-10-30 15:17:55 main:574] : INFO : Epoch 1914 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 16053.4 ms [2021-10-30 15:18:10 main:574] : INFO : Epoch 1915 | loss: 0.0311748 | val_loss: 0.031186 | Time: 15231.8 ms [2021-10-30 15:18:25 main:574] : INFO : Epoch 1916 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 14886 ms [2021-10-30 15:18:40 main:574] : INFO : Epoch 1917 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 15181.4 ms [2021-10-30 15:18:56 main:574] : INFO : Epoch 1918 | loss: 0.031174 | val_loss: 0.0311831 | Time: 15016.2 ms [2021-10-30 15:19:11 main:574] : INFO : Epoch 1919 | loss: 0.0311759 | val_loss: 0.031179 | Time: 15326.8 ms [2021-10-30 15:19:26 main:574] : INFO : Epoch 1920 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 15038.8 ms [2021-10-30 15:19:45 main:574] : INFO : Epoch 1921 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 18356 ms [2021-10-30 15:20:01 main:574] : INFO : Epoch 1922 | loss: 0.0311702 | val_loss: 0.0311784 | Time: 16258.8 ms [2021-10-30 15:20:16 main:574] : INFO : Epoch 1923 | loss: 0.031171 | val_loss: 0.0311792 | Time: 15011 ms [2021-10-30 15:20:31 main:574] : INFO : Epoch 1924 | loss: 0.0311746 | val_loss: 0.0311783 | Time: 15083.8 ms [2021-10-30 15:20:46 main:574] : INFO : Epoch 1925 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 15167 ms [2021-10-30 15:21:02 main:574] : INFO : Epoch 1926 | loss: 0.0311708 | val_loss: 0.0311888 | Time: 15002.2 ms [2021-10-30 15:21:17 main:574] : INFO : Epoch 1927 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 15308.1 ms [2021-10-30 15:21:32 main:574] : INFO : Epoch 1928 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 15207.8 ms [2021-10-30 15:21:51 main:574] : INFO : Epoch 1929 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 18733.6 ms [2021-10-30 15:22:07 main:574] : INFO : Epoch 1930 | loss: 0.0311713 | val_loss: 0.0311811 | Time: 15708.9 ms [2021-10-30 15:22:22 main:574] : INFO : Epoch 1931 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 14709.7 ms [2021-10-30 15:22:37 main:574] : INFO : Epoch 1932 | loss: 0.0311699 | val_loss: 0.0311835 | Time: 15383.1 ms [2021-10-30 15:22:52 main:574] : INFO : Epoch 1933 | loss: 0.03117 | val_loss: 0.0311788 | Time: 14957.2 ms [2021-10-30 15:23:08 main:574] : INFO : Epoch 1934 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 15505.5 ms [2021-10-30 15:23:23 main:574] : INFO : Epoch 1935 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 15228.4 ms [2021-10-30 15:23:39 main:574] : INFO : Epoch 1936 | loss: 0.0311694 | val_loss: 0.031178 | Time: 15698.6 ms [2021-10-30 15:23:54 main:574] : INFO : Epoch 1937 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 15172.3 ms [2021-10-30 15:24:12 main:574] : INFO : Epoch 1938 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 17467.6 ms [2021-10-30 15:24:28 main:574] : INFO : Epoch 1939 | loss: 0.0311703 | val_loss: 0.0311753 | Time: 16116.8 ms [2021-10-30 15:24:43 main:574] : INFO : Epoch 1940 | loss: 0.0311715 | val_loss: 0.0311745 | Time: 14784.2 ms [2021-10-30 15:24:58 main:574] : INFO : Epoch 1941 | loss: 0.0311735 | val_loss: 0.0311803 | Time: 15411.9 ms [2021-10-30 15:25:13 main:574] : INFO : Epoch 1942 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 14851.8 ms [2021-10-30 15:25:29 main:574] : INFO : Epoch 1943 | loss: 0.0311694 | val_loss: 0.0311789 | Time: 15339.9 ms [2021-10-30 15:25:43 main:574] : INFO : Epoch 1944 | loss: 0.0311696 | val_loss: 0.0311773 | Time: 14815.7 ms [2021-10-30 15:25:59 main:574] : INFO : Epoch 1945 | loss: 0.0311702 | val_loss: 0.0311802 | Time: 15227.1 ms [2021-10-30 15:26:17 main:574] : INFO : Epoch 1946 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 17762.3 ms [2021-10-30 15:26:33 main:574] : INFO : Epoch 1947 | loss: 0.0311684 | val_loss: 0.0311786 | Time: 16791.3 ms [2021-10-30 15:26:49 main:574] : INFO : Epoch 1948 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 15509.2 ms [2021-10-30 15:27:04 main:574] : INFO : Epoch 1949 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 15058.7 ms [2021-10-30 15:27:20 main:574] : INFO : Epoch 1950 | loss: 0.0311724 | val_loss: 0.0311834 | Time: 15461.2 ms [2021-10-30 15:27:35 main:574] : INFO : Epoch 1951 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 14854.4 ms [2021-10-30 15:27:50 main:574] : INFO : Epoch 1952 | loss: 0.0311759 | val_loss: 0.0311786 | Time: 15692 ms [2021-10-30 15:28:06 main:574] : INFO : Epoch 1953 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 15014.5 ms [2021-10-30 15:28:22 main:574] : INFO : Epoch 1954 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 16203.5 ms [2021-10-30 15:28:40 main:574] : INFO : Epoch 1955 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 18087.4 ms [2021-10-30 15:28:55 main:574] : INFO : Epoch 1956 | loss: 0.0311758 | val_loss: 0.0311783 | Time: 14981.8 ms [2021-10-30 15:29:11 main:574] : INFO : Epoch 1957 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 15571.6 ms [2021-10-30 15:29:26 main:574] : INFO : Epoch 1958 | loss: 0.0311787 | val_loss: 0.0311849 | Time: 14912.8 ms [2021-10-30 15:29:41 main:574] : INFO : Epoch 1959 | loss: 0.0311754 | val_loss: 0.0311762 | Time: 15287.6 ms [2021-10-30 15:29:56 main:574] : INFO : Epoch 1960 | loss: 0.0311717 | val_loss: 0.0311775 | Time: 15382.2 ms [2021-10-30 15:30:12 main:574] : INFO : Epoch 1961 | loss: 0.0311734 | val_loss: 0.0311751 | Time: 15059.4 ms [2021-10-30 15:30:27 main:574] : INFO : Epoch 1962 | loss: 0.0311711 | val_loss: 0.0311761 | Time: 15247 ms [2021-10-30 15:30:46 main:574] : INFO : Epoch 1963 | loss: 0.0311722 | val_loss: 0.0311918 | Time: 18625.1 ms [2021-10-30 15:31:02 main:574] : INFO : Epoch 1964 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 15950.8 ms [2021-10-30 15:31:17 main:574] : INFO : Epoch 1965 | loss: 0.031171 | val_loss: 0.0311766 | Time: 15028.4 ms [2021-10-30 15:31:32 main:574] : INFO : Epoch 1966 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 15193.1 ms [2021-10-30 15:31:48 main:574] : INFO : Epoch 1967 | loss: 0.0311729 | val_loss: 0.031175 | Time: 15346.5 ms [2021-10-30 15:32:02 main:574] : INFO : Epoch 1968 | loss: 0.031172 | val_loss: 0.0311759 | Time: 14709.2 ms [2021-10-30 15:32:18 main:574] : INFO : Epoch 1969 | loss: 0.0311693 | val_loss: 0.0311791 | Time: 15644.8 ms [2021-10-30 15:32:33 main:574] : INFO : Epoch 1970 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 14876.7 ms [2021-10-30 15:32:50 main:574] : INFO : Epoch 1971 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 17161 ms [2021-10-30 15:33:08 main:574] : INFO : Epoch 1972 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 17784.1 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-10-30 16:24:04 main:435] : INFO : Set logging level to 1 [2021-10-30 16:24:04 main:441] : INFO : Running in BOINC Client mode [2021-10-30 16:24:04 main:444] : INFO : Resolving all filenames [2021-10-30 16:24:04 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-30 16:24:04 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615019-22761-3_0_r893017057_1 (exists = 1) [2021-10-30 16:24:04 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615019-22761-3_0_r893017057_0 (exists = 0) [2021-10-30 16:24:05 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615019-22761-3 (exists = 1) [2021-10-30 16:24:05 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-30 16:24:05 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-30 16:24:05 main:474] : INFO : Configuration: [2021-10-30 16:24:05 main:475] : INFO : Model type: GRU [2021-10-30 16:24:05 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-30 16:24:05 main:477] : INFO : Max Epochs: 2048 [2021-10-30 16:24:05 main:478] : INFO : Batch Size: 128 [2021-10-30 16:24:05 main:479] : INFO : Learning Rate: 0.01 [2021-10-30 16:24:05 main:480] : INFO : Patience: 10 [2021-10-30 16:24:05 main:481] : INFO : Hidden Width: 12 [2021-10-30 16:24:05 main:482] : INFO : # Recurrent Layers: 4 [2021-10-30 16:24:05 main:483] : INFO : # Backend Layers: 4 [2021-10-30 16:24:05 main:484] : INFO : # Threads: 1 [2021-10-30 16:24:05 main:486] : INFO : Preparing Dataset [2021-10-30 16:24:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-30 16:24:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-30 16:24:19 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-30 16:24:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-30 16:24:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-30 16:24:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-30 16:24:20 main:494] : INFO : Creating Model [2021-10-30 16:24:21 main:507] : INFO : Preparing config file [2021-10-30 16:24:21 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-30 16:24:21 main:512] : INFO : Loading config [2021-10-30 16:24:22 main:514] : INFO : Loading state [2021-10-30 16:24:30 main:559] : INFO : Loading DataLoader into Memory [2021-10-30 16:24:30 main:562] : INFO : Starting Training [2021-10-30 16:24:58 main:574] : INFO : Epoch 1973 | loss: 0.0312136 | val_loss: 0.0311902 | Time: 27555.9 ms [2021-10-30 16:25:22 main:574] : INFO : Epoch 1974 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 23881.6 ms [2021-10-30 16:25:45 main:574] : INFO : Epoch 1975 | loss: 0.0311737 | val_loss: 0.0311769 | Time: 22303.4 ms [2021-10-30 16:26:06 main:574] : INFO : Epoch 1976 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 21429.6 ms [2021-10-30 16:26:27 main:574] : INFO : Epoch 1977 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 20768.3 ms [2021-10-30 16:26:46 main:574] : INFO : Epoch 1978 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 19501 ms [2021-10-30 16:27:09 main:574] : INFO : Epoch 1979 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 22052.6 ms [2021-10-30 16:27:31 main:574] : INFO : Epoch 1980 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 22394.9 ms [2021-10-30 16:27:53 main:574] : INFO : Epoch 1981 | loss: 0.0311735 | val_loss: 0.0311832 | Time: 21886.3 ms [2021-10-30 16:28:15 main:574] : INFO : Epoch 1982 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 21930.6 ms [2021-10-30 16:28:37 main:574] : INFO : Epoch 1983 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 21943.6 ms [2021-10-30 16:28:58 main:574] : INFO : Epoch 1984 | loss: 0.031171 | val_loss: 0.0311745 | Time: 20505 ms [2021-10-30 16:29:27 main:574] : INFO : Epoch 1985 | loss: 0.031169 | val_loss: 0.0311758 | Time: 28755.7 ms [2021-10-30 16:29:56 main:574] : INFO : Epoch 1986 | loss: 0.0311691 | val_loss: 0.0311736 | Time: 29781.5 ms [2021-10-30 16:30:25 main:574] : INFO : Epoch 1987 | loss: 0.0311682 | val_loss: 0.0311835 | Time: 28080.1 ms [2021-10-30 16:31:01 main:574] : INFO : Epoch 1988 | loss: 0.0311702 | val_loss: 0.0311755 | Time: 36222.2 ms [2021-10-30 16:31:36 main:574] : INFO : Epoch 1989 | loss: 0.0311708 | val_loss: 0.031177 | Time: 34755 ms [2021-10-30 16:32:16 main:574] : INFO : Epoch 1990 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 39412.7 ms [2021-10-30 16:32:55 main:574] : INFO : Epoch 1991 | loss: 0.0311687 | val_loss: 0.0311756 | Time: 39352.7 ms [2021-10-30 16:33:37 main:574] : INFO : Epoch 1992 | loss: 0.0311697 | val_loss: 0.0311754 | Time: 41406.5 ms [2021-10-30 16:34:17 main:574] : INFO : Epoch 1993 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 40345.3 ms [2021-10-30 16:34:51 main:574] : INFO : Epoch 1994 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 33139.9 ms [2021-10-30 16:35:13 main:574] : INFO : Epoch 1995 | loss: 0.0311692 | val_loss: 0.0311786 | Time: 21923.5 ms [2021-10-30 16:35:34 main:574] : INFO : Epoch 1996 | loss: 0.0311721 | val_loss: 0.031177 | Time: 20782.5 ms [2021-10-30 16:35:55 main:574] : INFO : Epoch 1997 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 21717 ms [2021-10-30 16:36:23 main:574] : INFO : Epoch 1998 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 27054.1 ms [2021-10-30 16:36:56 main:574] : INFO : Epoch 1999 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 33498.7 ms [2021-10-30 16:37:36 main:574] : INFO : Epoch 2000 | loss: 0.0311711 | val_loss: 0.0311736 | Time: 39336.3 ms [2021-10-30 16:38:17 main:574] : INFO : Epoch 2001 | loss: 0.0311728 | val_loss: 0.0311732 | Time: 41631.5 ms [2021-10-30 16:38:58 main:574] : INFO : Epoch 2002 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 40808.9 ms [2021-10-30 16:39:39 main:574] : INFO : Epoch 2003 | loss: 0.0311713 | val_loss: 0.0311742 | Time: 40566.6 ms [2021-10-30 16:40:20 main:574] : INFO : Epoch 2004 | loss: 0.03117 | val_loss: 0.0311758 | Time: 40438.3 ms [2021-10-30 16:40:59 main:574] : INFO : Epoch 2005 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 39333.2 ms [2021-10-30 16:41:43 main:574] : INFO : Epoch 2006 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 43470.9 ms [2021-10-30 16:42:24 main:574] : INFO : Epoch 2007 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 40936.6 ms [2021-10-30 16:43:03 main:574] : INFO : Epoch 2008 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 39074.4 ms [2021-10-30 16:43:56 main:574] : INFO : Epoch 2009 | loss: 0.0311693 | val_loss: 0.031176 | Time: 52051.3 ms [2021-10-30 16:44:35 main:574] : INFO : Epoch 2010 | loss: 0.0311685 | val_loss: 0.0311742 | Time: 39595 ms [2021-10-30 16:45:13 main:574] : INFO : Epoch 2011 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 37644.4 ms [2021-10-30 16:45:36 main:574] : INFO : Epoch 2012 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 22802 ms [2021-10-30 16:45:59 main:574] : INFO : Epoch 2013 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 23267.2 ms [2021-10-30 16:46:22 main:574] : INFO : Epoch 2014 | loss: 0.0311675 | val_loss: 0.0311736 | Time: 22528.3 ms [2021-10-30 16:46:44 main:574] : INFO : Epoch 2015 | loss: 0.031168 | val_loss: 0.0311728 | Time: 22570.8 ms [2021-10-30 16:47:07 main:574] : INFO : Epoch 2016 | loss: 0.0311679 | val_loss: 0.031174 | Time: 22357.8 ms [2021-10-30 16:47:29 main:574] : INFO : Epoch 2017 | loss: 0.031169 | val_loss: 0.0311729 | Time: 22383.9 ms [2021-10-30 16:48:04 main:574] : INFO : Epoch 2018 | loss: 0.031169 | val_loss: 0.0311742 | Time: 34691.4 ms [2021-10-30 16:48:43 main:574] : INFO : Epoch 2019 | loss: 0.0311683 | val_loss: 0.0311767 | Time: 38884.3 ms [2021-10-30 16:49:23 main:574] : INFO : Epoch 2020 | loss: 0.031168 | val_loss: 0.0311761 | Time: 39156.9 ms [2021-10-30 16:50:02 main:574] : INFO : Epoch 2021 | loss: 0.031169 | val_loss: 0.0311764 | Time: 39300.3 ms [2021-10-30 16:50:43 main:574] : INFO : Epoch 2022 | loss: 0.0311707 | val_loss: 0.0311789 | Time: 40930.5 ms [2021-10-30 16:51:25 main:574] : INFO : Epoch 2023 | loss: 0.0311673 | val_loss: 0.031175 | Time: 41519.5 ms [2021-10-30 16:52:04 main:574] : INFO : Epoch 2024 | loss: 0.0311662 | val_loss: 0.031175 | Time: 38736 ms [2021-10-30 16:52:44 main:574] : INFO : Epoch 2025 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 40556.5 ms [2021-10-30 16:53:26 main:574] : INFO : Epoch 2026 | loss: 0.031167 | val_loss: 0.0311745 | Time: 41489.1 ms [2021-10-30 16:54:07 main:574] : INFO : Epoch 2027 | loss: 0.0311687 | val_loss: 0.031176 | Time: 41025.6 ms [2021-10-30 16:54:47 main:574] : INFO : Epoch 2028 | loss: 0.0311705 | val_loss: 0.0311757 | Time: 39602.4 ms [2021-10-30 16:55:26 main:574] : INFO : Epoch 2029 | loss: 0.0311693 | val_loss: 0.031174 | Time: 38793.3 ms [2021-10-30 16:56:05 main:574] : INFO : Epoch 2030 | loss: 0.0311673 | val_loss: 0.0311744 | Time: 39821 ms [2021-10-30 16:56:53 main:574] : INFO : Epoch 2031 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 47841.9 ms [2021-10-30 16:57:33 main:574] : INFO : Epoch 2032 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 39105.6 ms [2021-10-30 16:58:12 main:574] : INFO : Epoch 2033 | loss: 0.0311688 | val_loss: 0.0311766 | Time: 39543.6 ms [2021-10-30 16:58:51 main:574] : INFO : Epoch 2034 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 38347.9 ms [2021-10-30 16:59:31 main:574] : INFO : Epoch 2035 | loss: 0.031166 | val_loss: 0.0311781 | Time: 40077.1 ms [2021-10-30 17:00:12 main:574] : INFO : Epoch 2036 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 40618.1 ms [2021-10-30 17:00:51 main:574] : INFO : Epoch 2037 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 39360.7 ms [2021-10-30 17:01:32 main:574] : INFO : Epoch 2038 | loss: 0.0311661 | val_loss: 0.031176 | Time: 40744.1 ms [2021-10-30 17:02:13 main:574] : INFO : Epoch 2039 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 40881.1 ms [2021-10-30 17:02:56 main:574] : INFO : Epoch 2040 | loss: 0.0311663 | val_loss: 0.0311768 | Time: 42039.9 ms [2021-10-30 17:03:37 main:574] : INFO : Epoch 2041 | loss: 0.031167 | val_loss: 0.0311838 | Time: 41164.3 ms [2021-10-30 17:04:17 main:574] : INFO : Epoch 2042 | loss: 0.031169 | val_loss: 0.0311763 | Time: 40224.5 ms [2021-10-30 17:04:58 main:574] : INFO : Epoch 2043 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 40449.2 ms [2021-10-30 17:05:36 main:574] : INFO : Epoch 2044 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 38164.9 ms [2021-10-30 17:06:16 main:574] : INFO : Epoch 2045 | loss: 0.0311739 | val_loss: 0.0311771 | Time: 39540.5 ms [2021-10-30 17:06:56 main:574] : INFO : Epoch 2046 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 40416.8 ms [2021-10-30 17:07:39 main:574] : INFO : Epoch 2047 | loss: 0.0311691 | val_loss: 0.0311766 | Time: 42484.5 ms [2021-10-30 17:08:20 main:574] : INFO : Epoch 2048 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 40841.3 ms [2021-10-30 17:08:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311775 [2021-10-30 17:08:21 main:603] : INFO : Saving end state to config to file [2021-10-30 17:08:21 main:608] : INFO : Success, exiting.. 17:08:21 (14976): 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)