Task 5546756
| Name | ParityMachine-1625097868-2113-0_0 |
| Workunit | 3395583 |
| Created | 1 Jul 2021, 0:04:32 UTC |
| Sent | 4 Jul 2021, 2:14:10 UTC |
| Report deadline | 12 Jul 2021, 2:14:10 UTC |
| Received | 4 Jul 2021, 3:51:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 14 min 2 sec |
| CPU time | 1 hours 13 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0309813 | val_loss: 0.0312574 | Time: 2146.83 ms [2021-07-04 05:16:47 main:574] : INFO : Epoch 1573 | loss: 0.0309762 | val_loss: 0.0312847 | Time: 2187.47 ms [2021-07-04 05:16:49 main:574] : INFO : Epoch 1574 | loss: 0.0309833 | val_loss: 0.0313159 | Time: 2124.14 ms [2021-07-04 05:16:52 main:574] : INFO : Epoch 1575 | loss: 0.0310023 | val_loss: 0.0312838 | Time: 2143.5 ms [2021-07-04 05:16:54 main:574] : INFO : Epoch 1576 | loss: 0.0309945 | val_loss: 0.0313048 | Time: 2123.77 ms [2021-07-04 05:16:56 main:574] : INFO : Epoch 1577 | loss: 0.0309883 | val_loss: 0.0312569 | Time: 2129.09 ms [2021-07-04 05:16:58 main:574] : INFO : Epoch 1578 | loss: 0.0310111 | val_loss: 0.0312487 | Time: 2139.11 ms [2021-07-04 05:17:00 main:574] : INFO : Epoch 1579 | loss: 0.0310051 | val_loss: 0.0312477 | Time: 2140.06 ms [2021-07-04 05:17:02 main:574] : INFO : Epoch 1580 | loss: 0.0310004 | val_loss: 0.0312706 | Time: 2099.79 ms [2021-07-04 05:17:04 main:574] : INFO : Epoch 1581 | loss: 0.0309928 | val_loss: 0.0313191 | Time: 2156.25 ms [2021-07-04 05:17:07 main:574] : INFO : Epoch 1582 | loss: 0.0309859 | val_loss: 0.0312912 | Time: 2167.53 ms [2021-07-04 05:17:09 main:574] : INFO : Epoch 1583 | loss: 0.0310016 | val_loss: 0.0313194 | Time: 2159.29 ms [2021-07-04 05:17:11 main:574] : INFO : Epoch 1584 | loss: 0.0309953 | val_loss: 0.031295 | Time: 2124.17 ms [2021-07-04 05:17:13 main:574] : INFO : Epoch 1585 | loss: 0.0309829 | val_loss: 0.0312786 | Time: 2151.13 ms [2021-07-04 05:17:15 main:574] : INFO : Epoch 1586 | loss: 0.0309808 | val_loss: 0.0313352 | Time: 2158.47 ms [2021-07-04 05:17:17 main:574] : INFO : Epoch 1587 | loss: 0.0309781 | val_loss: 0.0312696 | Time: 2167.83 ms [2021-07-04 05:17:19 main:574] : INFO : Epoch 1588 | loss: 0.0309841 | val_loss: 0.0312796 | Time: 2139.2 ms [2021-07-04 05:17:22 main:574] : INFO : Epoch 1589 | loss: 0.0309799 | val_loss: 0.0312771 | Time: 2130.54 ms [2021-07-04 05:17:24 main:574] : INFO : Epoch 1590 | loss: 0.0309809 | val_loss: 0.0312918 | Time: 2160.19 ms [2021-07-04 05:17:26 main:574] : INFO : Epoch 1591 | loss: 0.0309853 | val_loss: 0.0313235 | Time: 2138.32 ms [2021-07-04 05:17:28 main:574] : INFO : Epoch 1592 | loss: 0.0309892 | val_loss: 0.0312732 | Time: 2119.82 ms [2021-07-04 05:17:30 main:574] : INFO : Epoch 1593 | loss: 0.0309928 | val_loss: 0.031321 | Time: 2148.82 ms [2021-07-04 05:17:32 main:574] : INFO : Epoch 1594 | loss: 0.0309965 | val_loss: 0.0313015 | Time: 2168.14 ms [2021-07-04 05:17:35 main:574] : INFO : Epoch 1595 | loss: 0.030992 | val_loss: 0.0312748 | Time: 2187.56 ms [2021-07-04 05:17:37 main:574] : INFO : Epoch 1596 | loss: 0.0309835 | val_loss: 0.0312591 | Time: 2173.69 ms [2021-07-04 05:17:39 main:574] : INFO : Epoch 1597 | loss: 0.0309907 | val_loss: 0.0313048 | Time: 2149.42 ms [2021-07-04 05:17:41 main:574] : INFO : Epoch 1598 | loss: 0.030981 | val_loss: 0.0313049 | Time: 2169.3 ms [2021-07-04 05:17:43 main:574] : INFO : Epoch 1599 | loss: 0.0310042 | val_loss: 0.031279 | Time: 2175.48 ms [2021-07-04 05:17:45 main:574] : INFO : Epoch 1600 | loss: 0.0309966 | val_loss: 0.0313217 | Time: 2144.18 ms [2021-07-04 05:17:48 main:574] : INFO : Epoch 1601 | loss: 0.0309892 | val_loss: 0.0312773 | Time: 2146.53 ms [2021-07-04 05:17:50 main:574] : INFO : Epoch 1602 | loss: 0.0309818 | val_loss: 0.0312891 | Time: 2127.9 ms [2021-07-04 05:17:52 main:574] : INFO : Epoch 1603 | loss: 0.0309752 | val_loss: 0.0313041 | Time: 2195.73 ms [2021-07-04 05:17:54 main:574] : INFO : Epoch 1604 | loss: 0.0309801 | val_loss: 0.0312753 | Time: 2138.47 ms [2021-07-04 05:17:56 main:574] : INFO : Epoch 1605 | loss: 0.0309834 | val_loss: 0.0313085 | Time: 2147.28 ms [2021-07-04 05:17:58 main:574] : INFO : Epoch 1606 | loss: 0.0309807 | val_loss: 0.0313101 | Time: 2163.83 ms [2021-07-04 05:18:00 main:574] : INFO : Epoch 1607 | loss: 0.0309824 | val_loss: 0.0312637 | Time: 2096.61 ms [2021-07-04 05:18:03 main:574] : INFO : Epoch 1608 | loss: 0.0309828 | val_loss: 0.0313225 | Time: 2132.38 ms [2021-07-04 05:18:05 main:574] : INFO : Epoch 1609 | loss: 0.0309845 | val_loss: 0.0312629 | Time: 2119.69 ms [2021-07-04 05:18:07 main:574] : INFO : Epoch 1610 | loss: 0.0309759 | val_loss: 0.0312958 | Time: 2167.27 ms [2021-07-04 05:18:09 main:574] : INFO : Epoch 1611 | loss: 0.0309757 | val_loss: 0.0313062 | Time: 2194.56 ms [2021-07-04 05:18:11 main:574] : INFO : Epoch 1612 | loss: 0.0309804 | val_loss: 0.0313327 | Time: 2163.65 ms [2021-07-04 05:18:13 main:574] : INFO : Epoch 1613 | loss: 0.0309846 | val_loss: 0.0312691 | Time: 2159.38 ms [2021-07-04 05:18:16 main:574] : INFO : Epoch 1614 | loss: 0.0309975 | val_loss: 0.0313517 | Time: 2156.5 ms [2021-07-04 05:18:18 main:574] : INFO : Epoch 1615 | loss: 0.0309994 | val_loss: 0.0312953 | Time: 2143.52 ms [2021-07-04 05:18:20 main:574] : INFO : Epoch 1616 | loss: 0.0309865 | val_loss: 0.0312917 | Time: 2128.42 ms [2021-07-04 05:18:22 main:574] : INFO : Epoch 1617 | loss: 0.0309843 | val_loss: 0.0313072 | Time: 2140.8 ms [2021-07-04 05:18:24 main:574] : INFO : Epoch 1618 | loss: 0.0309885 | val_loss: 0.0313195 | Time: 2137.08 ms [2021-07-04 05:18:26 main:574] : INFO : Epoch 1619 | loss: 0.0309877 | val_loss: 0.0313002 | Time: 2135.51 ms [2021-07-04 05:18:28 main:574] : INFO : Epoch 1620 | loss: 0.0309881 | val_loss: 0.0312874 | Time: 2127.24 ms [2021-07-04 05:18:31 main:574] : INFO : Epoch 1621 | loss: 0.0309843 | val_loss: 0.0312979 | Time: 2159.14 ms [2021-07-04 05:18:33 main:574] : INFO : Epoch 1622 | loss: 0.0309812 | val_loss: 0.0313049 | Time: 2159.7 ms [2021-07-04 05:18:35 main:574] : INFO : Epoch 1623 | loss: 0.0309819 | val_loss: 0.0313285 | Time: 2176.92 ms [2021-07-04 05:18:37 main:574] : INFO : Epoch 1624 | loss: 0.0309856 | val_loss: 0.0312764 | Time: 2139.06 ms [2021-07-04 05:18:39 main:574] : INFO : Epoch 1625 | loss: 0.0309868 | val_loss: 0.0312689 | Time: 2152.42 ms [2021-07-04 05:18:41 main:574] : INFO : Epoch 1626 | loss: 0.0309822 | val_loss: 0.0312752 | Time: 2172.51 ms [2021-07-04 05:18:44 main:574] : INFO : Epoch 1627 | loss: 0.0309816 | val_loss: 0.0312731 | Time: 2142.19 ms [2021-07-04 05:18:46 main:574] : INFO : Epoch 1628 | loss: 0.0309947 | val_loss: 0.0312802 | Time: 2145.55 ms [2021-07-04 05:18:48 main:574] : INFO : Epoch 1629 | loss: 0.0309859 | val_loss: 0.0313187 | Time: 2141.77 ms [2021-07-04 05:18:50 main:574] : INFO : Epoch 1630 | loss: 0.0309836 | val_loss: 0.0312762 | Time: 2122.1 ms [2021-07-04 05:18:52 main:574] : INFO : Epoch 1631 | loss: 0.0309791 | val_loss: 0.0313039 | Time: 2176.53 ms [2021-07-04 05:18:54 main:574] : INFO : Epoch 1632 | loss: 0.0309867 | val_loss: 0.0313011 | Time: 2176.73 ms [2021-07-04 05:18:56 main:574] : INFO : Epoch 1633 | loss: 0.0309884 | val_loss: 0.0313 | Time: 2135.89 ms [2021-07-04 05:18:59 main:574] : INFO : Epoch 1634 | loss: 0.0309845 | val_loss: 0.0313109 | Time: 2159.58 ms [2021-07-04 05:19:01 main:574] : INFO : Epoch 1635 | loss: 0.0309882 | val_loss: 0.0312663 | Time: 2130.3 ms [2021-07-04 05:19:03 main:574] : INFO : Epoch 1636 | loss: 0.0309891 | val_loss: 0.0313035 | Time: 2164.52 ms [2021-07-04 05:19:05 main:574] : INFO : Epoch 1637 | loss: 0.0309838 | val_loss: 0.0312683 | Time: 2141.51 ms [2021-07-04 05:19:07 main:574] : INFO : Epoch 1638 | loss: 0.0309856 | val_loss: 0.0312702 | Time: 2160.09 ms [2021-07-04 05:19:09 main:574] : INFO : Epoch 1639 | loss: 0.0309848 | val_loss: 0.0313096 | Time: 2144.01 ms [2021-07-04 05:19:12 main:574] : INFO : Epoch 1640 | loss: 0.0309883 | val_loss: 0.0312738 | Time: 2186.72 ms [2021-07-04 05:19:14 main:574] : INFO : Epoch 1641 | loss: 0.0309883 | val_loss: 0.0312793 | Time: 2139.79 ms [2021-07-04 05:19:16 main:574] : INFO : Epoch 1642 | loss: 0.0309756 | val_loss: 0.031295 | Time: 2152.23 ms [2021-07-04 05:19:18 main:574] : INFO : Epoch 1643 | loss: 0.0309852 | val_loss: 0.031267 | Time: 2151.5 ms [2021-07-04 05:19:20 main:574] : INFO : Epoch 1644 | loss: 0.0309826 | val_loss: 0.0313109 | Time: 2113.32 ms [2021-07-04 05:19:22 main:574] : INFO : Epoch 1645 | loss: 0.0309997 | val_loss: 0.0312781 | Time: 2135.67 ms [2021-07-04 05:19:24 main:574] : INFO : Epoch 1646 | loss: 0.0309891 | val_loss: 0.0312616 | Time: 2127.45 ms [2021-07-04 05:19:27 main:574] : INFO : Epoch 1647 | loss: 0.030994 | val_loss: 0.0312539 | Time: 2131.88 ms [2021-07-04 05:19:29 main:574] : INFO : Epoch 1648 | loss: 0.0309866 | val_loss: 0.0312864 | Time: 2195.29 ms [2021-07-04 05:19:31 main:574] : INFO : Epoch 1649 | loss: 0.0309876 | val_loss: 0.0312908 | Time: 2125.03 ms [2021-07-04 05:19:33 main:574] : INFO : Epoch 1650 | loss: 0.0309846 | val_loss: 0.0312876 | Time: 2151.57 ms [2021-07-04 05:19:35 main:574] : INFO : Epoch 1651 | loss: 0.0309875 | val_loss: 0.0312923 | Time: 2121.94 ms [2021-07-04 05:19:37 main:574] : INFO : Epoch 1652 | loss: 0.0309777 | val_loss: 0.0312671 | Time: 2149.96 ms [2021-07-04 05:19:39 main:574] : INFO : Epoch 1653 | loss: 0.0309804 | val_loss: 0.0312857 | Time: 2161.68 ms [2021-07-04 05:19:42 main:574] : INFO : Epoch 1654 | loss: 0.0309823 | val_loss: 0.0313217 | Time: 2160.99 ms [2021-07-04 05:19:44 main:574] : INFO : Epoch 1655 | loss: 0.0309832 | val_loss: 0.0312682 | Time: 2170.29 ms [2021-07-04 05:19:46 main:574] : INFO : Epoch 1656 | loss: 0.0309836 | val_loss: 0.0312607 | Time: 2167.62 ms [2021-07-04 05:19:48 main:574] : INFO : Epoch 1657 | loss: 0.0309918 | val_loss: 0.031265 | Time: 2280.72 ms [2021-07-04 05:19:50 main:574] : INFO : Epoch 1658 | loss: 0.0309845 | val_loss: 0.0313018 | Time: 2176.21 ms [2021-07-04 05:19:53 main:574] : INFO : Epoch 1659 | loss: 0.0309873 | val_loss: 0.031277 | Time: 2147.87 ms [2021-07-04 05:19:55 main:574] : INFO : Epoch 1660 | loss: 0.030986 | val_loss: 0.0312599 | Time: 2129.41 ms [2021-07-04 05:19:57 main:574] : INFO : Epoch 1661 | loss: 0.0309856 | val_loss: 0.0312908 | Time: 2114.73 ms [2021-07-04 05:19:59 main:574] : INFO : Epoch 1662 | loss: 0.030982 | val_loss: 0.0312995 | Time: 2154.9 ms [2021-07-04 05:20:01 main:574] : INFO : Epoch 1663 | loss: 0.0309853 | val_loss: 0.0312878 | Time: 2132.59 ms [2021-07-04 05:20:03 main:574] : INFO : Epoch 1664 | loss: 0.0309831 | val_loss: 0.0312841 | Time: 2189.86 ms [2021-07-04 05:20:06 main:574] : INFO : Epoch 1665 | loss: 0.0309823 | val_loss: 0.0312842 | Time: 2179.44 ms [2021-07-04 05:20:08 main:574] : INFO : Epoch 1666 | loss: 0.0309798 | val_loss: 0.0313122 | Time: 2149.81 ms [2021-07-04 05:20:10 main:574] : INFO : Epoch 1667 | loss: 0.0309843 | val_loss: 0.0313057 | Time: 2134.98 ms [2021-07-04 05:20:12 main:574] : INFO : Epoch 1668 | loss: 0.0309869 | val_loss: 0.0312653 | Time: 2140.04 ms [2021-07-04 05:20:14 main:574] : INFO : Epoch 1669 | loss: 0.0309882 | val_loss: 0.0313352 | Time: 2145.68 ms [2021-07-04 05:20:16 main:574] : INFO : Epoch 1670 | loss: 0.0309891 | val_loss: 0.0312674 | Time: 2160.29 ms [2021-07-04 05:20:18 main:574] : INFO : Epoch 1671 | loss: 0.0309818 | val_loss: 0.031295 | Time: 1952.06 ms [2021-07-04 05:20:20 main:574] : INFO : Epoch 1672 | loss: 0.0309923 | val_loss: 0.0312876 | Time: 1758.64 ms [2021-07-04 05:20:22 main:574] : INFO : Epoch 1673 | loss: 0.0309858 | val_loss: 0.0312984 | Time: 1820.95 ms [2021-07-04 05:20:24 main:574] : INFO : Epoch 1674 | loss: 0.030993 | val_loss: 0.0312405 | Time: 1772.46 ms [2021-07-04 05:20:25 main:574] : INFO : Epoch 1675 | loss: 0.0309936 | val_loss: 0.0312493 | Time: 1689.71 ms [2021-07-04 05:20:27 main:574] : INFO : Epoch 1676 | loss: 0.0309994 | val_loss: 0.031267 | Time: 1728.09 ms [2021-07-04 05:20:29 main:574] : INFO : Epoch 1677 | loss: 0.0309998 | val_loss: 0.0312619 | Time: 1720.8 ms [2021-07-04 05:20:30 main:574] : INFO : Epoch 1678 | loss: 0.0309903 | val_loss: 0.0312889 | Time: 1714.6 ms [2021-07-04 05:20:32 main:574] : INFO : Epoch 1679 | loss: 0.0309833 | val_loss: 0.0313387 | Time: 1727.46 ms [2021-07-04 05:20:34 main:574] : INFO : Epoch 1680 | loss: 0.0309874 | val_loss: 0.031309 | Time: 1753.04 ms [2021-07-04 05:20:36 main:574] : INFO : Epoch 1681 | loss: 0.0309836 | val_loss: 0.0312858 | Time: 1766.51 ms [2021-07-04 05:20:38 main:574] : INFO : Epoch 1682 | loss: 0.030984 | val_loss: 0.0312694 | Time: 1814.37 ms [2021-07-04 05:20:39 main:574] : INFO : Epoch 1683 | loss: 0.0309918 | val_loss: 0.0312867 | Time: 1784.8 ms [2021-07-04 05:20:41 main:574] : INFO : Epoch 1684 | loss: 0.0309853 | val_loss: 0.0312776 | Time: 1754.96 ms [2021-07-04 05:20:43 main:574] : INFO : Epoch 1685 | loss: 0.0309922 | val_loss: 0.0312841 | Time: 1758.62 ms [2021-07-04 05:20:45 main:574] : INFO : Epoch 1686 | loss: 0.0309847 | val_loss: 0.0313015 | Time: 1780.56 ms [2021-07-04 05:20:46 main:574] : INFO : Epoch 1687 | loss: 0.0309869 | val_loss: 0.031304 | Time: 1757.81 ms [2021-07-04 05:20:48 main:574] : INFO : Epoch 1688 | loss: 0.0309864 | val_loss: 0.0312805 | Time: 1758.04 ms [2021-07-04 05:20:50 main:574] : INFO : Epoch 1689 | loss: 0.0309858 | val_loss: 0.0312797 | Time: 1757.9 ms [2021-07-04 05:20:52 main:574] : INFO : Epoch 1690 | loss: 0.0309884 | val_loss: 0.0312639 | Time: 1749.79 ms [2021-07-04 05:20:53 main:574] : INFO : Epoch 1691 | loss: 0.0309844 | val_loss: 0.0312961 | Time: 1757.66 ms [2021-07-04 05:20:55 main:574] : INFO : Epoch 1692 | loss: 0.0309753 | val_loss: 0.0312883 | Time: 1771.25 ms [2021-07-04 05:20:57 main:574] : INFO : Epoch 1693 | loss: 0.03098 | val_loss: 0.0313016 | Time: 1812.36 ms [2021-07-04 05:20:59 main:574] : INFO : Epoch 1694 | loss: 0.0309793 | val_loss: 0.0312865 | Time: 1768.22 ms [2021-07-04 05:21:01 main:574] : INFO : Epoch 1695 | loss: 0.0309779 | val_loss: 0.031297 | Time: 1743.14 ms [2021-07-04 05:21:02 main:574] : INFO : Epoch 1696 | loss: 0.030981 | val_loss: 0.0312756 | Time: 1729.7 ms [2021-07-04 05:21:04 main:574] : INFO : Epoch 1697 | loss: 0.0309854 | val_loss: 0.0312497 | Time: 1754.6 ms [2021-07-04 05:21:06 main:574] : INFO : Epoch 1698 | loss: 0.030987 | val_loss: 0.0313073 | Time: 1721.66 ms [2021-07-04 05:21:08 main:574] : INFO : Epoch 1699 | loss: 0.0309864 | val_loss: 0.0312985 | Time: 1736.04 ms [2021-07-04 05:21:09 main:574] : INFO : Epoch 1700 | loss: 0.0309812 | val_loss: 0.0312863 | Time: 1757.43 ms [2021-07-04 05:21:11 main:574] : INFO : Epoch 1701 | loss: 0.0309881 | val_loss: 0.0313288 | Time: 1768.19 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2080 Ti) [2021-07-04 05:37:47 main:435] : INFO : Set logging level to 1 [2021-07-04 05:37:47 main:441] : INFO : Running in BOINC Client mode [2021-07-04 05:37:47 main:444] : INFO : Resolving all filenames [2021-07-04 05:37:47 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-04 05:37:47 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625097868-2113-0_0_r1827422399_1 (exists = 1) [2021-07-04 05:37:47 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625097868-2113-0_0_r1827422399_0 (exists = 0) [2021-07-04 05:37:47 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-07-04 05:37:47 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-04 05:37:47 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-04 05:37:47 main:474] : INFO : Configuration: [2021-07-04 05:37:47 main:475] : INFO : Model type: GRU [2021-07-04 05:37:47 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-04 05:37:47 main:477] : INFO : Max Epochs: 2048 [2021-07-04 05:37:47 main:478] : INFO : Batch Size: 128 [2021-07-04 05:37:47 main:479] : INFO : Learning Rate: 0.01 [2021-07-04 05:37:47 main:480] : INFO : Patience: 10 [2021-07-04 05:37:47 main:481] : INFO : Hidden Width: 12 [2021-07-04 05:37:47 main:482] : INFO : # Recurrent Layers: 4 [2021-07-04 05:37:47 main:483] : INFO : # Backend Layers: 4 [2021-07-04 05:37:47 main:484] : INFO : # Threads: 1 [2021-07-04 05:37:47 main:486] : INFO : Preparing Dataset [2021-07-04 05:37:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-04 05:37:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-04 05:37:49 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-04 05:37:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-04 05:37:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-04 05:37:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-04 05:37:49 main:494] : INFO : Creating Model [2021-07-04 05:37:49 main:507] : INFO : Preparing config file [2021-07-04 05:37:49 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-04 05:37:49 main:512] : INFO : Loading config [2021-07-04 05:37:49 main:514] : INFO : Loading state [2021-07-04 05:37:50 main:559] : INFO : Loading DataLoader into Memory [2021-07-04 05:37:50 main:562] : INFO : Starting Training [2021-07-04 05:37:53 main:574] : INFO : Epoch 1701 | loss: 0.0310915 | val_loss: 0.0312462 | Time: 2705.27 ms [2021-07-04 05:37:55 main:574] : INFO : Epoch 1702 | loss: 0.0310328 | val_loss: 0.0312531 | Time: 2553.95 ms [2021-07-04 05:37:58 main:574] : INFO : Epoch 1703 | loss: 0.0309933 | val_loss: 0.03129 | Time: 2571.05 ms [2021-07-04 05:38:00 main:574] : INFO : Epoch 1704 | loss: 0.0309863 | val_loss: 0.0312617 | Time: 2564.03 ms [2021-07-04 05:38:03 main:574] : INFO : Epoch 1705 | loss: 0.0309896 | val_loss: 0.0312707 | Time: 2518.91 ms [2021-07-04 05:38:06 main:574] : INFO : Epoch 1706 | loss: 0.0309862 | val_loss: 0.031285 | Time: 2544.19 ms [2021-07-04 05:38:08 main:574] : INFO : Epoch 1707 | loss: 0.030989 | val_loss: 0.0312803 | Time: 2547 ms [2021-07-04 05:38:11 main:574] : INFO : Epoch 1708 | loss: 0.0309858 | val_loss: 0.031259 | Time: 2577.03 ms [2021-07-04 05:38:13 main:574] : INFO : Epoch 1709 | loss: 0.0309812 | val_loss: 0.0313154 | Time: 2582.46 ms [2021-07-04 05:38:16 main:574] : INFO : Epoch 1710 | loss: 0.0309824 | val_loss: 0.0312979 | Time: 2596.28 ms [2021-07-04 05:38:18 main:574] : INFO : Epoch 1711 | loss: 0.0309876 | val_loss: 0.0312428 | Time: 2548.99 ms [2021-07-04 05:38:21 main:574] : INFO : Epoch 1712 | loss: 0.0309873 | val_loss: 0.0312805 | Time: 2539.7 ms [2021-07-04 05:38:24 main:574] : INFO : Epoch 1713 | loss: 0.0309903 | val_loss: 0.0313572 | Time: 2563.54 ms [2021-07-04 05:38:26 main:574] : INFO : Epoch 1714 | loss: 0.0310009 | val_loss: 0.0312938 | Time: 2540.05 ms [2021-07-04 05:38:29 main:574] : INFO : Epoch 1715 | loss: 0.0309929 | val_loss: 0.0312638 | Time: 2591.2 ms [2021-07-04 05:38:31 main:574] : INFO : Epoch 1716 | loss: 0.0309897 | val_loss: 0.031293 | Time: 2582.59 ms [2021-07-04 05:38:34 main:574] : INFO : Epoch 1717 | loss: 0.0309914 | val_loss: 0.0312657 | Time: 2564.23 ms [2021-07-04 05:38:36 main:574] : INFO : Epoch 1718 | loss: 0.0309957 | val_loss: 0.031289 | Time: 2509.93 ms [2021-07-04 05:38:39 main:574] : INFO : Epoch 1719 | loss: 0.0309899 | val_loss: 0.0312881 | Time: 2589.78 ms [2021-07-04 05:38:42 main:574] : INFO : Epoch 1720 | loss: 0.0309877 | val_loss: 0.0312747 | Time: 2533.09 ms [2021-07-04 05:38:44 main:574] : INFO : Epoch 1721 | loss: 0.0309847 | val_loss: 0.0312692 | Time: 2559.34 ms [2021-07-04 05:38:47 main:574] : INFO : Epoch 1722 | loss: 0.0309859 | val_loss: 0.0313096 | Time: 2542.03 ms [2021-07-04 05:38:49 main:574] : INFO : Epoch 1723 | loss: 0.0309838 | val_loss: 0.031287 | Time: 2570.71 ms [2021-07-04 05:38:52 main:574] : INFO : Epoch 1724 | loss: 0.0309889 | val_loss: 0.0313114 | Time: 2533.99 ms [2021-07-04 05:38:54 main:574] : INFO : Epoch 1725 | loss: 0.030986 | val_loss: 0.0312532 | Time: 2621.91 ms [2021-07-04 05:38:57 main:574] : INFO : Epoch 1726 | loss: 0.0310067 | val_loss: 0.0312408 | Time: 2487.64 ms [2021-07-04 05:38:59 main:574] : INFO : Epoch 1727 | loss: 0.0309905 | val_loss: 0.0313131 | Time: 2535.2 ms [2021-07-04 05:39:02 main:574] : INFO : Epoch 1728 | loss: 0.0309889 | val_loss: 0.0313209 | Time: 2522 ms [2021-07-04 05:39:05 main:574] : INFO : Epoch 1729 | loss: 0.0309869 | val_loss: 0.0312805 | Time: 2525.46 ms [2021-07-04 05:39:07 main:574] : INFO : Epoch 1730 | loss: 0.0309875 | val_loss: 0.031288 | Time: 2552.12 ms [2021-07-04 05:39:10 main:574] : INFO : Epoch 1731 | loss: 0.0309878 | val_loss: 0.0312578 | Time: 2546 ms [2021-07-04 05:39:12 main:574] : INFO : Epoch 1732 | loss: 0.0309935 | val_loss: 0.031287 | Time: 2575.73 ms [2021-07-04 05:39:15 main:574] : INFO : Epoch 1733 | loss: 0.0309826 | val_loss: 0.0312647 | Time: 2505.3 ms [2021-07-04 05:39:17 main:574] : INFO : Epoch 1734 | loss: 0.0309806 | val_loss: 0.0312909 | Time: 2579.29 ms [2021-07-04 05:39:20 main:574] : INFO : Epoch 1735 | loss: 0.0309894 | val_loss: 0.0312851 | Time: 2564.91 ms [2021-07-04 05:39:22 main:574] : INFO : Epoch 1736 | loss: 0.0309799 | val_loss: 0.0312879 | Time: 2533.75 ms [2021-07-04 05:39:25 main:574] : INFO : Epoch 1737 | loss: 0.0309946 | val_loss: 0.0312666 | Time: 2512.03 ms [2021-07-04 05:39:28 main:574] : INFO : Epoch 1738 | loss: 0.0310077 | val_loss: 0.0312816 | Time: 2567.04 ms [2021-07-04 05:39:30 main:574] : INFO : Epoch 1739 | loss: 0.0309884 | val_loss: 0.0312903 | Time: 2556.71 ms [2021-07-04 05:39:33 main:574] : INFO : Epoch 1740 | loss: 0.0309895 | val_loss: 0.0312934 | Time: 2573.25 ms [2021-07-04 05:39:35 main:574] : INFO : Epoch 1741 | loss: 0.0309883 | val_loss: 0.0312794 | Time: 2560.09 ms [2021-07-04 05:39:38 main:574] : INFO : Epoch 1742 | loss: 0.030977 | val_loss: 0.0313095 | Time: 2550.14 ms [2021-07-04 05:39:40 main:574] : INFO : Epoch 1743 | loss: 0.0309726 | val_loss: 0.0312721 | Time: 2522.61 ms [2021-07-04 05:39:43 main:574] : INFO : Epoch 1744 | loss: 0.03098 | val_loss: 0.0312964 | Time: 2532.4 ms [2021-07-04 05:39:45 main:574] : INFO : Epoch 1745 | loss: 0.0309986 | val_loss: 0.031271 | Time: 2517.29 ms [2021-07-04 05:39:48 main:574] : INFO : Epoch 1746 | loss: 0.0309908 | val_loss: 0.0313088 | Time: 2543.73 ms [2021-07-04 05:39:50 main:574] : INFO : Epoch 1747 | loss: 0.0309862 | val_loss: 0.0312722 | Time: 2532.83 ms [2021-07-04 05:39:53 main:574] : INFO : Epoch 1748 | loss: 0.0309909 | val_loss: 0.0312858 | Time: 2523.42 ms [2021-07-04 05:39:56 main:574] : INFO : Epoch 1749 | loss: 0.0309896 | val_loss: 0.0313006 | Time: 2562.03 ms [2021-07-04 05:39:58 main:574] : INFO : Epoch 1750 | loss: 0.030978 | val_loss: 0.0312927 | Time: 2512.77 ms [2021-07-04 05:40:01 main:574] : INFO : Epoch 1751 | loss: 0.0309818 | val_loss: 0.0312917 | Time: 2491.69 ms [2021-07-04 05:40:03 main:574] : INFO : Epoch 1752 | loss: 0.0309853 | val_loss: 0.0312599 | Time: 2514.35 ms [2021-07-04 05:40:06 main:574] : INFO : Epoch 1753 | loss: 0.0309893 | val_loss: 0.0312779 | Time: 2606.04 ms [2021-07-04 05:40:08 main:574] : INFO : Epoch 1754 | loss: 0.030987 | val_loss: 0.03129 | Time: 2537.88 ms [2021-07-04 05:40:11 main:574] : INFO : Epoch 1755 | loss: 0.0309868 | val_loss: 0.0312851 | Time: 2475.67 ms [2021-07-04 05:40:13 main:574] : INFO : Epoch 1756 | loss: 0.0309841 | val_loss: 0.0312826 | Time: 2573.66 ms [2021-07-04 05:40:16 main:574] : INFO : Epoch 1757 | loss: 0.0309866 | val_loss: 0.0312722 | Time: 2589.35 ms [2021-07-04 05:40:19 main:574] : INFO : Epoch 1758 | loss: 0.0309965 | val_loss: 0.0312669 | Time: 2559.38 ms [2021-07-04 05:40:21 main:574] : INFO : Epoch 1759 | loss: 0.0310002 | val_loss: 0.0312933 | Time: 2514.74 ms [2021-07-04 05:40:24 main:574] : INFO : Epoch 1760 | loss: 0.0309931 | val_loss: 0.0312951 | Time: 2497.95 ms [2021-07-04 05:40:26 main:574] : INFO : Epoch 1761 | loss: 0.0309887 | val_loss: 0.0312748 | Time: 2541.16 ms [2021-07-04 05:40:29 main:574] : INFO : Epoch 1762 | loss: 0.0309876 | val_loss: 0.0312853 | Time: 2521.83 ms [2021-07-04 05:40:31 main:574] : INFO : Epoch 1763 | loss: 0.0309804 | val_loss: 0.0312862 | Time: 2467.82 ms [2021-07-04 05:40:34 main:574] : INFO : Epoch 1764 | loss: 0.0309809 | val_loss: 0.0312885 | Time: 2549.73 ms [2021-07-04 05:40:36 main:574] : INFO : Epoch 1765 | loss: 0.0309871 | val_loss: 0.0313055 | Time: 2558.31 ms [2021-07-04 05:40:39 main:574] : INFO : Epoch 1766 | loss: 0.0309811 | val_loss: 0.0312842 | Time: 2571.8 ms [2021-07-04 05:40:41 main:574] : INFO : Epoch 1767 | loss: 0.030985 | val_loss: 0.0312727 | Time: 2518.49 ms [2021-07-04 05:40:44 main:574] : INFO : Epoch 1768 | loss: 0.0309879 | val_loss: 0.0313346 | Time: 2550.71 ms [2021-07-04 05:40:46 main:574] : INFO : Epoch 1769 | loss: 0.0309883 | val_loss: 0.031271 | Time: 2529.17 ms [2021-07-04 05:40:49 main:574] : INFO : Epoch 1770 | loss: 0.0309804 | val_loss: 0.0312955 | Time: 2554.91 ms [2021-07-04 05:40:51 main:574] : INFO : Epoch 1771 | loss: 0.0309852 | val_loss: 0.0313017 | Time: 2518.49 ms [2021-07-04 05:40:54 main:574] : INFO : Epoch 1772 | loss: 0.030992 | val_loss: 0.0312577 | Time: 2523.34 ms [2021-07-04 05:40:57 main:574] : INFO : Epoch 1773 | loss: 0.0309944 | val_loss: 0.0312504 | Time: 2533.47 ms [2021-07-04 05:40:59 main:574] : INFO : Epoch 1774 | loss: 0.0309887 | val_loss: 0.0313249 | Time: 2509.13 ms [2021-07-04 05:41:02 main:574] : INFO : Epoch 1775 | loss: 0.0309827 | val_loss: 0.0312897 | Time: 2586.4 ms [2021-07-04 05:41:04 main:574] : INFO : Epoch 1776 | loss: 0.0309807 | val_loss: 0.0313012 | Time: 2576.58 ms [2021-07-04 05:41:07 main:574] : INFO : Epoch 1777 | loss: 0.0309855 | val_loss: 0.0312892 | Time: 2618.07 ms [2021-07-04 05:41:09 main:574] : INFO : Epoch 1778 | loss: 0.0309935 | val_loss: 0.0312662 | Time: 2560.29 ms [2021-07-04 05:41:12 main:574] : INFO : Epoch 1779 | loss: 0.0309825 | val_loss: 0.0313003 | Time: 2513.12 ms [2021-07-04 05:41:15 main:574] : INFO : Epoch 1780 | loss: 0.0309845 | val_loss: 0.0312701 | Time: 2581.05 ms [2021-07-04 05:41:17 main:574] : INFO : Epoch 1781 | loss: 0.0309855 | val_loss: 0.0313022 | Time: 2568.77 ms [2021-07-04 05:41:20 main:574] : INFO : Epoch 1782 | loss: 0.0309757 | val_loss: 0.0312947 | Time: 2547.75 ms [2021-07-04 05:41:22 main:574] : INFO : Epoch 1783 | loss: 0.0309733 | val_loss: 0.0312906 | Time: 2541.04 ms [2021-07-04 05:41:25 main:574] : INFO : Epoch 1784 | loss: 0.0309836 | val_loss: 0.0312812 | Time: 2549.17 ms [2021-07-04 05:41:27 main:574] : INFO : Epoch 1785 | loss: 0.0309797 | val_loss: 0.031298 | Time: 2531.53 ms [2021-07-04 05:41:30 main:574] : INFO : Epoch 1786 | loss: 0.0309848 | val_loss: 0.0312982 | Time: 2555.54 ms [2021-07-04 05:41:32 main:574] : INFO : Epoch 1787 | loss: 0.0309887 | val_loss: 0.031279 | Time: 2502.23 ms [2021-07-04 05:41:35 main:574] : INFO : Epoch 1788 | loss: 0.0309884 | val_loss: 0.0312863 | Time: 2471.71 ms [2021-07-04 05:41:37 main:574] : INFO : Epoch 1789 | loss: 0.0309883 | val_loss: 0.0312556 | Time: 2540.77 ms [2021-07-04 05:41:40 main:574] : INFO : Epoch 1790 | loss: 0.0309922 | val_loss: 0.0313103 | Time: 2547.28 ms [2021-07-04 05:41:42 main:574] : INFO : Epoch 1791 | loss: 0.0309828 | val_loss: 0.0312957 | Time: 2539.54 ms [2021-07-04 05:41:45 main:574] : INFO : Epoch 1792 | loss: 0.0309848 | val_loss: 0.0312995 | Time: 2573.41 ms [2021-07-04 05:41:48 main:574] : INFO : Epoch 1793 | loss: 0.0309879 | val_loss: 0.0312877 | Time: 2532.39 ms [2021-07-04 05:41:50 main:574] : INFO : Epoch 1794 | loss: 0.0309954 | val_loss: 0.0312497 | Time: 2520.21 ms [2021-07-04 05:41:53 main:574] : INFO : Epoch 1795 | loss: 0.0309919 | val_loss: 0.0313155 | Time: 2554.25 ms [2021-07-04 05:41:55 main:574] : INFO : Epoch 1796 | loss: 0.0309837 | val_loss: 0.0313439 | Time: 2531.19 ms [2021-07-04 05:41:58 main:574] : INFO : Epoch 1797 | loss: 0.0309879 | val_loss: 0.0312718 | Time: 2583.16 ms [2021-07-04 05:42:00 main:574] : INFO : Epoch 1798 | loss: 0.0309844 | val_loss: 0.0312878 | Time: 2507.64 ms [2021-07-04 05:42:03 main:574] : INFO : Epoch 1799 | loss: 0.0309935 | val_loss: 0.0312891 | Time: 2601.76 ms [2021-07-04 05:42:06 main:574] : INFO : Epoch 1800 | loss: 0.0309834 | val_loss: 0.0312958 | Time: 2574.02 ms [2021-07-04 05:42:08 main:574] : INFO : Epoch 1801 | loss: 0.0309836 | val_loss: 0.0313257 | Time: 2587.39 ms [2021-07-04 05:42:11 main:574] : INFO : Epoch 1802 | loss: 0.0309867 | val_loss: 0.0312786 | Time: 2529.66 ms [2021-07-04 05:42:13 main:574] : INFO : Epoch 1803 | loss: 0.0309879 | val_loss: 0.0312948 | Time: 2557.67 ms [2021-07-04 05:42:16 main:574] : INFO : Epoch 1804 | loss: 0.0309778 | val_loss: 0.0312918 | Time: 2534.46 ms [2021-07-04 05:42:18 main:574] : INFO : Epoch 1805 | loss: 0.0309833 | val_loss: 0.031312 | Time: 2454.13 ms [2021-07-04 05:42:21 main:574] : INFO : Epoch 1806 | loss: 0.0309901 | val_loss: 0.0312966 | Time: 2554.63 ms [2021-07-04 05:42:23 main:574] : INFO : Epoch 1807 | loss: 0.0309919 | val_loss: 0.0312993 | Time: 2567.21 ms [2021-07-04 05:42:26 main:574] : INFO : Epoch 1808 | loss: 0.0309824 | val_loss: 0.0312824 | Time: 2505.6 ms [2021-07-04 05:42:28 main:574] : INFO : Epoch 1809 | loss: 0.0309906 | val_loss: 0.0312938 | Time: 2541.13 ms [2021-07-04 05:42:31 main:574] : INFO : Epoch 1810 | loss: 0.0309884 | val_loss: 0.0313115 | Time: 2503.88 ms [2021-07-04 05:42:34 main:574] : INFO : Epoch 1811 | loss: 0.0309831 | val_loss: 0.0312595 | Time: 2576.31 ms [2021-07-04 05:42:36 main:574] : INFO : Epoch 1812 | loss: 0.0309763 | val_loss: 0.0313145 | Time: 2562.79 ms [2021-07-04 05:42:39 main:574] : INFO : Epoch 1813 | loss: 0.0309777 | val_loss: 0.0312993 | Time: 2562.94 ms [2021-07-04 05:42:41 main:574] : INFO : Epoch 1814 | loss: 0.0309755 | val_loss: 0.0313011 | Time: 2535.62 ms [2021-07-04 05:42:44 main:574] : INFO : Epoch 1815 | loss: 0.0309792 | val_loss: 0.0312842 | Time: 2529.61 ms [2021-07-04 05:42:46 main:574] : INFO : Epoch 1816 | loss: 0.0309856 | val_loss: 0.0312976 | Time: 2544.57 ms [2021-07-04 05:42:49 main:574] : INFO : Epoch 1817 | loss: 0.0309827 | val_loss: 0.0312745 | Time: 2551.13 ms [2021-07-04 05:42:51 main:574] : INFO : Epoch 1818 | loss: 0.0309842 | val_loss: 0.0313025 | Time: 2510.15 ms [2021-07-04 05:42:54 main:574] : INFO : Epoch 1819 | loss: 0.0309838 | val_loss: 0.0312813 | Time: 2569.97 ms [2021-07-04 05:42:57 main:574] : INFO : Epoch 1820 | loss: 0.0309805 | val_loss: 0.0313133 | Time: 2586.13 ms [2021-07-04 05:42:59 main:574] : INFO : Epoch 1821 | loss: 0.0309913 | val_loss: 0.0312673 | Time: 2533.35 ms [2021-07-04 05:43:02 main:574] : INFO : Epoch 1822 | loss: 0.0309851 | val_loss: 0.0313009 | Time: 2541.18 ms [2021-07-04 05:43:04 main:574] : INFO : Epoch 1823 | loss: 0.0309845 | val_loss: 0.0312867 | Time: 2631.14 ms [2021-07-04 05:43:07 main:574] : INFO : Epoch 1824 | loss: 0.0309827 | val_loss: 0.0313099 | Time: 2525.03 ms [2021-07-04 05:43:09 main:574] : INFO : Epoch 1825 | loss: 0.030978 | val_loss: 0.0312926 | Time: 2555.75 ms [2021-07-04 05:43:12 main:574] : INFO : Epoch 1826 | loss: 0.0309949 | val_loss: 0.0312666 | Time: 2509.82 ms [2021-07-04 05:43:14 main:574] : INFO : Epoch 1827 | loss: 0.0309931 | val_loss: 0.0312854 | Time: 2508.06 ms [2021-07-04 05:43:17 main:574] : INFO : Epoch 1828 | loss: 0.0309859 | val_loss: 0.0313092 | Time: 2508.44 ms [2021-07-04 05:43:20 main:574] : INFO : Epoch 1829 | loss: 0.0309898 | val_loss: 0.0312371 | Time: 2571.42 ms [2021-07-04 05:43:22 main:574] : INFO : Epoch 1830 | loss: 0.030993 | val_loss: 0.0312855 | Time: 2516.27 ms [2021-07-04 05:43:25 main:574] : INFO : Epoch 1831 | loss: 0.0309904 | val_loss: 0.0312855 | Time: 2493.6 ms [2021-07-04 05:43:27 main:574] : INFO : Epoch 1832 | loss: 0.0309873 | val_loss: 0.0312632 | Time: 2506.67 ms [2021-07-04 05:43:30 main:574] : INFO : Epoch 1833 | loss: 0.0309812 | val_loss: 0.0312851 | Time: 2515.4 ms [2021-07-04 05:43:32 main:574] : INFO : Epoch 1834 | loss: 0.0309801 | val_loss: 0.0312917 | Time: 2607.91 ms [2021-07-04 05:43:35 main:574] : INFO : Epoch 1835 | loss: 0.0309826 | val_loss: 0.0312773 | Time: 2562.19 ms [2021-07-04 05:43:37 main:574] : INFO : Epoch 1836 | loss: 0.0309868 | val_loss: 0.0312638 | Time: 2515.29 ms [2021-07-04 05:43:40 main:574] : INFO : Epoch 1837 | loss: 0.0309817 | val_loss: 0.0313309 | Time: 2552.98 ms [2021-07-04 05:43:42 main:574] : INFO : Epoch 1838 | loss: 0.0309832 | val_loss: 0.0312987 | Time: 2570.83 ms [2021-07-04 05:43:45 main:574] : INFO : Epoch 1839 | loss: 0.0309821 | val_loss: 0.031282 | Time: 2464.22 ms [2021-07-04 05:43:47 main:574] : INFO : Epoch 1840 | loss: 0.0309814 | val_loss: 0.0312767 | Time: 2467.98 ms [2021-07-04 05:43:50 main:574] : INFO : Epoch 1841 | loss: 0.03098 | val_loss: 0.0313318 | Time: 2606.05 ms [2021-07-04 05:43:52 main:574] : INFO : Epoch 1842 | loss: 0.0309815 | val_loss: 0.0312699 | Time: 2560.05 ms [2021-07-04 05:43:55 main:574] : INFO : Epoch 1843 | loss: 0.0309808 | val_loss: 0.0312899 | Time: 2528.11 ms [2021-07-04 05:43:58 main:574] : INFO : Epoch 1844 | loss: 0.0309815 | val_loss: 0.0313593 | Time: 2549.46 ms [2021-07-04 05:44:00 main:574] : INFO : Epoch 1845 | loss: 0.0309874 | val_loss: 0.0312567 | Time: 2604.72 ms [2021-07-04 05:44:03 main:574] : INFO : Epoch 1846 | loss: 0.0310007 | val_loss: 0.0312893 | Time: 2533.22 ms [2021-07-04 05:44:05 main:574] : INFO : Epoch 1847 | loss: 0.0310025 | val_loss: 0.0312914 | Time: 2529.25 ms [2021-07-04 05:44:08 main:574] : INFO : Epoch 1848 | loss: 0.0309813 | val_loss: 0.0313275 | Time: 2503.25 ms [2021-07-04 05:44:10 main:574] : INFO : Epoch 1849 | loss: 0.0309883 | val_loss: 0.0312643 | Time: 2566.03 ms [2021-07-04 05:44:13 main:574] : INFO : Epoch 1850 | loss: 0.030995 | val_loss: 0.0312884 | Time: 2567.81 ms [2021-07-04 05:44:15 main:574] : INFO : Epoch 1851 | loss: 0.0309983 | val_loss: 0.0312704 | Time: 2501.35 ms [2021-07-04 05:44:18 main:574] : INFO : Epoch 1852 | loss: 0.0309887 | val_loss: 0.0312838 | Time: 2537.4 ms [2021-07-04 05:44:21 main:574] : INFO : Epoch 1853 | loss: 0.0309889 | val_loss: 0.0312639 | Time: 2559.41 ms [2021-07-04 05:44:23 main:574] : INFO : Epoch 1854 | loss: 0.0309888 | val_loss: 0.0312595 | Time: 2516.35 ms [2021-07-04 05:44:26 main:574] : INFO : Epoch 1855 | loss: 0.0309889 | val_loss: 0.0313293 | Time: 2559.66 ms [2021-07-04 05:44:28 main:574] : INFO : Epoch 1856 | loss: 0.0309853 | val_loss: 0.0312836 | Time: 2498.22 ms [2021-07-04 05:44:31 main:574] : INFO : Epoch 1857 | loss: 0.0309826 | val_loss: 0.0313122 | Time: 2553.4 ms [2021-07-04 05:44:33 main:574] : INFO : Epoch 1858 | loss: 0.0309885 | val_loss: 0.0312662 | Time: 2586.49 ms [2021-07-04 05:44:36 main:574] : INFO : Epoch 1859 | loss: 0.0309863 | val_loss: 0.0313153 | Time: 2600.41 ms [2021-07-04 05:44:38 main:574] : INFO : Epoch 1860 | loss: 0.0309778 | val_loss: 0.0312854 | Time: 2562.76 ms [2021-07-04 05:44:41 main:574] : INFO : Epoch 1861 | loss: 0.0309861 | val_loss: 0.0313184 | Time: 2542 ms [2021-07-04 05:44:43 main:574] : INFO : Epoch 1862 | loss: 0.0309801 | val_loss: 0.0313094 | Time: 2480.66 ms [2021-07-04 05:44:46 main:574] : INFO : Epoch 1863 | loss: 0.0309825 | val_loss: 0.0312658 | Time: 2554.04 ms [2021-07-04 05:44:49 main:574] : INFO : Epoch 1864 | loss: 0.0309974 | val_loss: 0.0312465 | Time: 2518.04 ms [2021-07-04 05:44:51 main:574] : INFO : Epoch 1865 | loss: 0.0310036 | val_loss: 0.0312519 | Time: 2544.44 ms [2021-07-04 05:44:54 main:574] : INFO : Epoch 1866 | loss: 0.030994 | val_loss: 0.0312815 | Time: 2542.35 ms [2021-07-04 05:44:56 main:574] : INFO : Epoch 1867 | loss: 0.0309803 | val_loss: 0.0313204 | Time: 2596.31 ms [2021-07-04 05:44:59 main:574] : INFO : Epoch 1868 | loss: 0.0309794 | val_loss: 0.0312685 | Time: 2606.81 ms [2021-07-04 05:45:02 main:574] : INFO : Epoch 1869 | loss: 0.0309972 | val_loss: 0.0312974 | Time: 2629.59 ms [2021-07-04 05:45:04 main:574] : INFO : Epoch 1870 | loss: 0.0309984 | val_loss: 0.0312961 | Time: 2540.95 ms [2021-07-04 05:45:07 main:574] : INFO : Epoch 1871 | loss: 0.0309827 | val_loss: 0.0312925 | Time: 2552.62 ms [2021-07-04 05:45:09 main:574] : INFO : Epoch 1872 | loss: 0.0309773 | val_loss: 0.0313063 | Time: 2527.78 ms [2021-07-04 05:45:12 main:574] : INFO : Epoch 1873 | loss: 0.0309826 | val_loss: 0.0312983 | Time: 2512.57 ms [2021-07-04 05:45:14 main:574] : INFO : Epoch 1874 | loss: 0.0309763 | val_loss: 0.0313194 | Time: 2483.84 ms [2021-07-04 05:45:17 main:574] : INFO : Epoch 1875 | loss: 0.0309826 | val_loss: 0.0313081 | Time: 2579.55 ms [2021-07-04 05:45:19 main:574] : INFO : Epoch 1876 | loss: 0.031001 | val_loss: 0.0312721 | Time: 2565.21 ms [2021-07-04 05:45:22 main:574] : INFO : Epoch 1877 | loss: 0.0309879 | val_loss: 0.031283 | Time: 2495.3 ms [2021-07-04 05:45:24 main:574] : INFO : Epoch 1878 | loss: 0.0309836 | val_loss: 0.0312814 | Time: 2555.19 ms [2021-07-04 05:45:27 main:574] : INFO : Epoch 1879 | loss: 0.0309874 | val_loss: 0.0312975 | Time: 2533.26 ms [2021-07-04 05:45:30 main:574] : INFO : Epoch 1880 | loss: 0.0309901 | val_loss: 0.0312626 | Time: 2558.27 ms [2021-07-04 05:45:32 main:574] : INFO : Epoch 1881 | loss: 0.0309974 | val_loss: 0.0312679 | Time: 2472.2 ms [2021-07-04 05:45:35 main:574] : INFO : Epoch 1882 | loss: 0.030984 | val_loss: 0.0312637 | Time: 2557.46 ms [2021-07-04 05:45:37 main:574] : INFO : Epoch 1883 | loss: 0.0309813 | val_loss: 0.0312901 | Time: 2554.58 ms [2021-07-04 05:45:40 main:574] : INFO : Epoch 1884 | loss: 0.0309848 | val_loss: 0.0312934 | Time: 2626.37 ms [2021-07-04 05:45:42 main:574] : INFO : Epoch 1885 | loss: 0.030979 | val_loss: 0.0312817 | Time: 2489.3 ms [2021-07-04 05:45:45 main:574] : INFO : Epoch 1886 | loss: 0.0309895 | val_loss: 0.0312656 | Time: 2492.79 ms [2021-07-04 05:45:47 main:574] : INFO : Epoch 1887 | loss: 0.0309869 | val_loss: 0.0312659 | Time: 2511.15 ms [2021-07-04 05:45:50 main:574] : INFO : Epoch 1888 | loss: 0.0309775 | val_loss: 0.0312968 | Time: 2523.99 ms [2021-07-04 05:45:52 main:574] : INFO : Epoch 1889 | loss: 0.030984 | val_loss: 0.0313144 | Time: 2567.36 ms [2021-07-04 05:45:55 main:574] : INFO : Epoch 1890 | loss: 0.0309858 | val_loss: 0.0312555 | Time: 2545.56 ms [2021-07-04 05:45:57 main:574] : INFO : Epoch 1891 | loss: 0.0309921 | val_loss: 0.0312436 | Time: 2497.4 ms [2021-07-04 05:46:00 main:574] : INFO : Epoch 1892 | loss: 0.03099 | val_loss: 0.0312808 | Time: 2482.83 ms [2021-07-04 05:46:03 main:574] : INFO : Epoch 1893 | loss: 0.0309839 | val_loss: 0.0313031 | Time: 2618.46 ms [2021-07-04 05:46:05 main:574] : INFO : Epoch 1894 | loss: 0.0309799 | val_loss: 0.0312569 | Time: 2549.55 ms [2021-07-04 05:46:08 main:574] : INFO : Epoch 1895 | loss: 0.0309868 | val_loss: 0.0312979 | Time: 2544.74 ms [2021-07-04 05:46:10 main:574] : INFO : Epoch 1896 | loss: 0.0309783 | val_loss: 0.031294 | Time: 2500.68 ms [2021-07-04 05:46:13 main:574] : INFO : Epoch 1897 | loss: 0.0309805 | val_loss: 0.0313117 | Time: 2518.13 ms [2021-07-04 05:46:15 main:574] : INFO : Epoch 1898 | loss: 0.0309837 | val_loss: 0.0313438 | Time: 2530.97 ms [2021-07-04 05:46:18 main:574] : INFO : Epoch 1899 | loss: 0.0309833 | val_loss: 0.0312832 | Time: 2549.01 ms [2021-07-04 05:46:20 main:574] : INFO : Epoch 1900 | loss: 0.0309808 | val_loss: 0.0312761 | Time: 2604.17 ms [2021-07-04 05:46:23 main:574] : INFO : Epoch 1901 | loss: 0.03097 | val_loss: 0.0312658 | Time: 2570.22 ms [2021-07-04 05:46:26 main:574] : INFO : Epoch 1902 | loss: 0.0309879 | val_loss: 0.0312887 | Time: 2629.99 ms [2021-07-04 05:46:28 main:574] : INFO : Epoch 1903 | loss: 0.0309971 | val_loss: 0.0312667 | Time: 2529.32 ms [2021-07-04 05:46:31 main:574] : INFO : Epoch 1904 | loss: 0.0310119 | val_loss: 0.0312557 | Time: 2571.23 ms [2021-07-04 05:46:33 main:574] : INFO : Epoch 1905 | loss: 0.0309947 | val_loss: 0.031279 | Time: 2504.93 ms [2021-07-04 05:46:36 main:574] : INFO : Epoch 1906 | loss: 0.0309821 | val_loss: 0.031273 | Time: 2517.97 ms [2021-07-04 05:46:38 main:574] : INFO : Epoch 1907 | loss: 0.0310168 | val_loss: 0.0312507 | Time: 2524.42 ms [2021-07-04 05:46:41 main:574] : INFO : Epoch 1908 | loss: 0.031007 | val_loss: 0.0312834 | Time: 2509.72 ms [2021-07-04 05:46:43 main:574] : INFO : Epoch 1909 | loss: 0.0309927 | val_loss: 0.031284 | Time: 2543.94 ms [2021-07-04 05:46:46 main:574] : INFO : Epoch 1910 | loss: 0.0309823 | val_loss: 0.0312707 | Time: 2568.39 ms [2021-07-04 05:46:49 main:574] : INFO : Epoch 1911 | loss: 0.0309764 | val_loss: 0.0313014 | Time: 2599.2 ms [2021-07-04 05:46:51 main:574] : INFO : Epoch 1912 | loss: 0.0309831 | val_loss: 0.0312768 | Time: 2583.25 ms [2021-07-04 05:46:54 main:574] : INFO : Epoch 1913 | loss: 0.0309802 | val_loss: 0.0312627 | Time: 2531.86 ms [2021-07-04 05:46:56 main:574] : INFO : Epoch 1914 | loss: 0.0309872 | val_loss: 0.0312956 | Time: 2532.1 ms [2021-07-04 05:46:59 main:574] : INFO : Epoch 1915 | loss: 0.0309905 | val_loss: 0.0312732 | Time: 2533.19 ms [2021-07-04 05:47:01 main:574] : INFO : Epoch 1916 | loss: 0.0309915 | val_loss: 0.0313175 | Time: 2595.86 ms [2021-07-04 05:47:04 main:574] : INFO : Epoch 1917 | loss: 0.0309817 | val_loss: 0.0313003 | Time: 2508.87 ms [2021-07-04 05:47:06 main:574] : INFO : Epoch 1918 | loss: 0.0309837 | val_loss: 0.0312965 | Time: 2524.07 ms [2021-07-04 05:47:09 main:574] : INFO : Epoch 1919 | loss: 0.0309753 | val_loss: 0.0313032 | Time: 2567.41 ms [2021-07-04 05:47:11 main:574] : INFO : Epoch 1920 | loss: 0.0309733 | val_loss: 0.0312997 | Time: 1936.24 ms [2021-07-04 05:47:13 main:574] : INFO : Epoch 1921 | loss: 0.0309815 | val_loss: 0.0312911 | Time: 1760.12 ms [2021-07-04 05:47:15 main:574] : INFO : Epoch 1922 | loss: 0.0309808 | val_loss: 0.0312788 | Time: 1762.77 ms [2021-07-04 05:47:16 main:574] : INFO : Epoch 1923 | loss: 0.0309828 | val_loss: 0.0312806 | Time: 1754.23 ms [2021-07-04 05:47:18 main:574] : INFO : Epoch 1924 | loss: 0.0309816 | val_loss: 0.0312959 | Time: 1743.09 ms [2021-07-04 05:47:20 main:574] : INFO : Epoch 1925 | loss: 0.0309749 | val_loss: 0.0312809 | Time: 1750.96 ms [2021-07-04 05:47:22 main:574] : INFO : Epoch 1926 | loss: 0.0309796 | val_loss: 0.0312986 | Time: 1744.28 ms [2021-07-04 05:47:23 main:574] : INFO : Epoch 1927 | loss: 0.0309768 | val_loss: 0.0313213 | Time: 1731.46 ms [2021-07-04 05:47:25 main:574] : INFO : Epoch 1928 | loss: 0.0309839 | val_loss: 0.0312959 | Time: 1786.6 ms [2021-07-04 05:47:27 main:574] : INFO : Epoch 1929 | loss: 0.0310032 | val_loss: 0.0312967 | Time: 1758.43 ms [2021-07-04 05:47:29 main:574] : INFO : Epoch 1930 | loss: 0.0309857 | val_loss: 0.0312767 | Time: 1766.43 ms [2021-07-04 05:47:30 main:574] : INFO : Epoch 1931 | loss: 0.0309806 | val_loss: 0.0312833 | Time: 1764.3 ms [2021-07-04 05:47:32 main:574] : INFO : Epoch 1932 | loss: 0.0309817 | val_loss: 0.0312746 | Time: 1746.33 ms [2021-07-04 05:47:34 main:574] : INFO : Epoch 1933 | loss: 0.0309766 | val_loss: 0.0312928 | Time: 1747.6 ms [2021-07-04 05:47:36 main:574] : INFO : Epoch 1934 | loss: 0.0309787 | val_loss: 0.0312785 | Time: 1725.14 ms [2021-07-04 05:47:37 main:574] : INFO : Epoch 1935 | loss: 0.0309789 | val_loss: 0.0312892 | Time: 1743.32 ms [2021-07-04 05:47:39 main:574] : INFO : Epoch 1936 | loss: 0.0309806 | val_loss: 0.0313025 | Time: 1764.71 ms [2021-07-04 05:47:41 main:574] : INFO : Epoch 1937 | loss: 0.0309894 | val_loss: 0.0313148 | Time: 1720.79 ms [2021-07-04 05:47:43 main:574] : INFO : Epoch 1938 | loss: 0.0309911 | val_loss: 0.0312871 | Time: 1760.46 ms [2021-07-04 05:47:44 main:574] : INFO : Epoch 1939 | loss: 0.0309871 | val_loss: 0.0312916 | Time: 1765.78 ms [2021-07-04 05:47:46 main:574] : INFO : Epoch 1940 | loss: 0.0309832 | val_loss: 0.0312772 | Time: 1777.59 ms [2021-07-04 05:47:48 main:574] : INFO : Epoch 1941 | loss: 0.0309755 | val_loss: 0.0312956 | Time: 1784.32 ms [2021-07-04 05:47:50 main:574] : INFO : Epoch 1942 | loss: 0.0309783 | val_loss: 0.0312922 | Time: 1759.56 ms [2021-07-04 05:47:52 main:574] : INFO : Epoch 1943 | loss: 0.0309749 | val_loss: 0.0312889 | Time: 1754.1 ms [2021-07-04 05:47:53 main:574] : INFO : Epoch 1944 | loss: 0.0309818 | val_loss: 0.0313145 | Time: 1762.23 ms [2021-07-04 05:47:55 main:574] : INFO : Epoch 1945 | loss: 0.0309859 | val_loss: 0.0313013 | Time: 1740.5 ms [2021-07-04 05:47:57 main:574] : INFO : Epoch 1946 | loss: 0.0309904 | val_loss: 0.0313271 | Time: 1759.54 ms [2021-07-04 05:47:59 main:574] : INFO : Epoch 1947 | loss: 0.0309829 | val_loss: 0.0313032 | Time: 1747.46 ms [2021-07-04 05:48:00 main:574] : INFO : Epoch 1948 | loss: 0.0309775 | val_loss: 0.031295 | Time: 1743.64 ms [2021-07-04 05:48:02 main:574] : INFO : Epoch 1949 | loss: 0.0309852 | val_loss: 0.031309 | Time: 1762.17 ms [2021-07-04 05:48:04 main:574] : INFO : Epoch 1950 | loss: 0.0309767 | val_loss: 0.031296 | Time: 1763.52 ms [2021-07-04 05:48:06 main:574] : INFO : Epoch 1951 | loss: 0.0310035 | val_loss: 0.0312606 | Time: 1754.46 ms [2021-07-04 05:48:07 main:574] : INFO : Epoch 1952 | loss: 0.0310547 | val_loss: 0.0312469 | Time: 1762.99 ms [2021-07-04 05:48:09 main:574] : INFO : Epoch 1953 | loss: 0.0310197 | val_loss: 0.0312711 | Time: 1719.98 ms [2021-07-04 05:48:11 main:574] : INFO : Epoch 1954 | loss: 0.0309913 | val_loss: 0.0312912 | Time: 1760.84 ms [2021-07-04 05:48:13 main:574] : INFO : Epoch 1955 | loss: 0.0309764 | val_loss: 0.0312863 | Time: 1766.42 ms [2021-07-04 05:48:14 main:574] : INFO : Epoch 1956 | loss: 0.0309784 | val_loss: 0.0312839 | Time: 1748.12 ms [2021-07-04 05:48:16 main:574] : INFO : Epoch 1957 | loss: 0.0309778 | val_loss: 0.0312885 | Time: 1735.34 ms [2021-07-04 05:48:18 main:574] : INFO : Epoch 1958 | loss: 0.0309836 | val_loss: 0.031299 | Time: 1741.62 ms [2021-07-04 05:48:20 main:574] : INFO : Epoch 1959 | loss: 0.0309783 | val_loss: 0.0313074 | Time: 1746.2 ms [2021-07-04 05:48:21 main:574] : INFO : Epoch 1960 | loss: 0.0309781 | val_loss: 0.031292 | Time: 1778.38 ms [2021-07-04 05:48:23 main:574] : INFO : Epoch 1961 | loss: 0.0309863 | val_loss: 0.0313075 | Time: 1729.36 ms [2021-07-04 05:48:25 main:574] : INFO : Epoch 1962 | loss: 0.0309904 | val_loss: 0.0312945 | Time: 1743.54 ms [2021-07-04 05:48:27 main:574] : INFO : Epoch 1963 | loss: 0.0310014 | val_loss: 0.0312981 | Time: 1765.34 ms [2021-07-04 05:48:28 main:574] : INFO : Epoch 1964 | loss: 0.0309952 | val_loss: 0.0312936 | Time: 1741.35 ms [2021-07-04 05:48:30 main:574] : INFO : Epoch 1965 | loss: 0.0309911 | val_loss: 0.0312995 | Time: 1737.56 ms [2021-07-04 05:48:32 main:574] : INFO : Epoch 1966 | loss: 0.0309834 | val_loss: 0.0312589 | Time: 1736.7 ms [2021-07-04 05:48:34 main:574] : INFO : Epoch 1967 | loss: 0.0309896 | val_loss: 0.0312605 | Time: 1760.22 ms [2021-07-04 05:48:35 main:574] : INFO : Epoch 1968 | loss: 0.0309778 | val_loss: 0.0313052 | Time: 1751.4 ms [2021-07-04 05:48:37 main:574] : INFO : Epoch 1969 | loss: 0.0309944 | val_loss: 0.0313123 | Time: 1783.7 ms [2021-07-04 05:48:39 main:574] : INFO : Epoch 1970 | loss: 0.0309909 | val_loss: 0.0313577 | Time: 1778.5 ms [2021-07-04 05:48:41 main:574] : INFO : Epoch 1971 | loss: 0.0334538 | val_loss: 0.0326518 | Time: 1771.8 ms [2021-07-04 05:48:43 main:574] : INFO : Epoch 1972 | loss: 0.0355165 | val_loss: 0.0331094 | Time: 1746.37 ms [2021-07-04 05:48:44 main:574] : INFO : Epoch 1973 | loss: 0.0317159 | val_loss: 0.0314378 | Time: 1732.32 ms [2021-07-04 05:48:46 main:574] : INFO : Epoch 1974 | loss: 0.0313128 | val_loss: 0.0312748 | Time: 1730.3 ms [2021-07-04 05:48:48 main:574] : INFO : Epoch 1975 | loss: 0.0312603 | val_loss: 0.0312555 | Time: 1744 ms [2021-07-04 05:48:49 main:574] : INFO : Epoch 1976 | loss: 0.0312523 | val_loss: 0.0312503 | Time: 1742.03 ms [2021-07-04 05:48:51 main:574] : INFO : Epoch 1977 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 1756.9 ms [2021-07-04 05:48:53 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1751.38 ms [2021-07-04 05:48:55 main:574] : INFO : Epoch 1979 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 1756.51 ms [2021-07-04 05:48:57 main:574] : INFO : Epoch 1980 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1768.27 ms [2021-07-04 05:48:58 main:574] : INFO : Epoch 1981 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1731.04 ms [2021-07-04 05:49:00 main:574] : INFO : Epoch 1982 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1738.28 ms [2021-07-04 05:49:02 main:574] : INFO : Epoch 1983 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1713.86 ms [2021-07-04 05:49:04 main:574] : INFO : Epoch 1984 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1744.47 ms [2021-07-04 05:49:05 main:574] : INFO : Epoch 1985 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1744.56 ms [2021-07-04 05:49:07 main:574] : INFO : Epoch 1986 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 1751.46 ms [2021-07-04 05:49:09 main:574] : INFO : Epoch 1987 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1751.2 ms [2021-07-04 05:49:11 main:574] : INFO : Epoch 1988 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 1740.76 ms [2021-07-04 05:49:12 main:574] : INFO : Epoch 1989 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1758.22 ms [2021-07-04 05:49:14 main:574] : INFO : Epoch 1990 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 1762.9 ms [2021-07-04 05:49:16 main:574] : INFO : Epoch 1991 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 1768.24 ms [2021-07-04 05:49:18 main:574] : INFO : Epoch 1992 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 1739.41 ms [2021-07-04 05:49:19 main:574] : INFO : Epoch 1993 | loss: 0.0312443 | val_loss: 0.0312427 | Time: 1728.42 ms [2021-07-04 05:49:21 main:574] : INFO : Epoch 1994 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 1739.87 ms [2021-07-04 05:49:23 main:574] : INFO : Epoch 1995 | loss: 0.0312422 | val_loss: 0.0312397 | Time: 1739.45 ms [2021-07-04 05:49:25 main:574] : INFO : Epoch 1996 | loss: 0.0312388 | val_loss: 0.0312365 | Time: 1757.28 ms [2021-07-04 05:49:26 main:574] : INFO : Epoch 1997 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 1745.87 ms [2021-07-04 05:49:28 main:574] : INFO : Epoch 1998 | loss: 0.0312332 | val_loss: 0.0312304 | Time: 1766.39 ms [2021-07-04 05:49:30 main:574] : INFO : Epoch 1999 | loss: 0.0312289 | val_loss: 0.0312271 | Time: 1743.97 ms [2021-07-04 05:49:32 main:574] : INFO : Epoch 2000 | loss: 0.0312251 | val_loss: 0.0312197 | Time: 1717.08 ms [2021-07-04 05:49:33 main:574] : INFO : Epoch 2001 | loss: 0.0312186 | val_loss: 0.0312126 | Time: 1722.24 ms [2021-07-04 05:49:35 main:574] : INFO : Epoch 2002 | loss: 0.0312126 | val_loss: 0.0312065 | Time: 1713.3 ms [2021-07-04 05:49:37 main:574] : INFO : Epoch 2003 | loss: 0.0312082 | val_loss: 0.0312011 | Time: 1719.34 ms [2021-07-04 05:49:38 main:574] : INFO : Epoch 2004 | loss: 0.0312108 | val_loss: 0.0311988 | Time: 1741.07 ms [2021-07-04 05:49:40 main:574] : INFO : Epoch 2005 | loss: 0.0311951 | val_loss: 0.0311913 | Time: 1740.28 ms [2021-07-04 05:49:42 main:574] : INFO : Epoch 2006 | loss: 0.0311934 | val_loss: 0.0311888 | Time: 1716.8 ms [2021-07-04 05:49:44 main:574] : INFO : Epoch 2007 | loss: 0.0311841 | val_loss: 0.0311846 | Time: 1741.32 ms [2021-07-04 05:49:46 main:574] : INFO : Epoch 2008 | loss: 0.0311927 | val_loss: 0.0311875 | Time: 1764.34 ms [2021-07-04 05:49:47 main:574] : INFO : Epoch 2009 | loss: 0.0311797 | val_loss: 0.0311798 | Time: 1737.6 ms [2021-07-04 05:49:49 main:574] : INFO : Epoch 2010 | loss: 0.0311852 | val_loss: 0.0312257 | Time: 1709.85 ms [2021-07-04 05:49:51 main:574] : INFO : Epoch 2011 | loss: 0.0311939 | val_loss: 0.0311769 | Time: 1719.21 ms [2021-07-04 05:49:52 main:574] : INFO : Epoch 2012 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 1727.87 ms [2021-07-04 05:49:54 main:574] : INFO : Epoch 2013 | loss: 0.0311656 | val_loss: 0.031173 | Time: 1711.5 ms [2021-07-04 05:49:56 main:574] : INFO : Epoch 2014 | loss: 0.0311722 | val_loss: 0.0312318 | Time: 1718.81 ms [2021-07-04 05:49:58 main:574] : INFO : Epoch 2015 | loss: 0.0311731 | val_loss: 0.0311715 | Time: 1747.81 ms [2021-07-04 05:49:59 main:574] : INFO : Epoch 2016 | loss: 0.0311615 | val_loss: 0.0311725 | Time: 1725.4 ms [2021-07-04 05:50:01 main:574] : INFO : Epoch 2017 | loss: 0.0311603 | val_loss: 0.0311688 | Time: 1707.11 ms [2021-07-04 05:50:03 main:574] : INFO : Epoch 2018 | loss: 0.0311671 | val_loss: 0.0312023 | Time: 1718.26 ms [2021-07-04 05:50:05 main:574] : INFO : Epoch 2019 | loss: 0.0311687 | val_loss: 0.0311682 | Time: 1774.28 ms [2021-07-04 05:50:06 main:574] : INFO : Epoch 2020 | loss: 0.0311727 | val_loss: 0.031187 | Time: 1732.89 ms [2021-07-04 05:50:08 main:574] : INFO : Epoch 2021 | loss: 0.0311677 | val_loss: 0.0311669 | Time: 1741.21 ms [2021-07-04 05:50:10 main:574] : INFO : Epoch 2022 | loss: 0.0311575 | val_loss: 0.0311669 | Time: 1721.58 ms [2021-07-04 05:50:12 main:574] : INFO : Epoch 2023 | loss: 0.0311566 | val_loss: 0.0311791 | Time: 1707.29 ms [2021-07-04 05:50:13 main:574] : INFO : Epoch 2024 | loss: 0.031168 | val_loss: 0.0311655 | Time: 1743.16 ms [2021-07-04 05:50:15 main:574] : INFO : Epoch 2025 | loss: 0.0311556 | val_loss: 0.0311678 | Time: 1728.75 ms [2021-07-04 05:50:17 main:574] : INFO : Epoch 2026 | loss: 0.0311528 | val_loss: 0.0311676 | Time: 1728.48 ms [2021-07-04 05:50:18 main:574] : INFO : Epoch 2027 | loss: 0.0311653 | val_loss: 0.0311637 | Time: 1717.1 ms [2021-07-04 05:50:20 main:574] : INFO : Epoch 2028 | loss: 0.0311528 | val_loss: 0.0311633 | Time: 1724.62 ms [2021-07-04 05:50:22 main:574] : INFO : Epoch 2029 | loss: 0.0311505 | val_loss: 0.0311698 | Time: 1732.13 ms [2021-07-04 05:50:24 main:574] : INFO : Epoch 2030 | loss: 0.0311511 | val_loss: 0.0311749 | Time: 1733.43 ms [2021-07-04 05:50:25 main:574] : INFO : Epoch 2031 | loss: 0.0311517 | val_loss: 0.0311641 | Time: 1748.5 ms [2021-07-04 05:50:27 main:574] : INFO : Epoch 2032 | loss: 0.0311509 | val_loss: 0.0311691 | Time: 1727.67 ms [2021-07-04 05:50:29 main:574] : INFO : Epoch 2033 | loss: 0.0311637 | val_loss: 0.0311786 | Time: 1730.35 ms [2021-07-04 05:50:31 main:574] : INFO : Epoch 2034 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 1755.1 ms [2021-07-04 05:50:32 main:574] : INFO : Epoch 2035 | loss: 0.0311492 | val_loss: 0.0311678 | Time: 1722.7 ms [2021-07-04 05:50:34 main:574] : INFO : Epoch 2036 | loss: 0.031149 | val_loss: 0.031166 | Time: 1728.58 ms [2021-07-04 05:50:36 main:574] : INFO : Epoch 2037 | loss: 0.0311486 | val_loss: 0.031165 | Time: 1722.54 ms [2021-07-04 05:50:38 main:574] : INFO : Epoch 2038 | loss: 0.0311493 | val_loss: 0.031166 | Time: 1728.19 ms [2021-07-04 05:50:39 main:574] : INFO : Epoch 2039 | loss: 0.0311548 | val_loss: 0.0311773 | Time: 1727.82 ms [2021-07-04 05:50:41 main:574] : INFO : Epoch 2040 | loss: 0.0311504 | val_loss: 0.0311694 | Time: 1731.69 ms [2021-07-04 05:50:43 main:574] : INFO : Epoch 2041 | loss: 0.0311449 | val_loss: 0.0311645 | Time: 1729.63 ms [2021-07-04 05:50:45 main:574] : INFO : Epoch 2042 | loss: 0.0311497 | val_loss: 0.0311735 | Time: 1798.85 ms [2021-07-04 05:50:46 main:574] : INFO : Epoch 2043 | loss: 0.0311507 | val_loss: 0.0311718 | Time: 1707.95 ms [2021-07-04 05:50:48 main:574] : INFO : Epoch 2044 | loss: 0.031147 | val_loss: 0.0311859 | Time: 1745.76 ms [2021-07-04 05:50:50 main:574] : INFO : Epoch 2045 | loss: 0.0311465 | val_loss: 0.0311901 | Time: 1736.55 ms [2021-07-04 05:50:51 main:574] : INFO : Epoch 2046 | loss: 0.0311441 | val_loss: 0.0311681 | Time: 1731.92 ms [2021-07-04 05:50:53 main:574] : INFO : Epoch 2047 | loss: 0.031148 | val_loss: 0.031166 | Time: 1730.67 ms [2021-07-04 05:50:55 main:574] : INFO : Epoch 2048 | loss: 0.0311455 | val_loss: 0.0311856 | Time: 1723.46 ms [2021-07-04 05:50:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311856 [2021-07-04 05:50:55 main:603] : INFO : Saving end state to config to file [2021-07-04 05:50:55 main:608] : INFO : Success, exiting.. 05:50:55 (19940): 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)