Task 5549364
| Name | ParityMachine-1625099295-15660-0_0 |
| Workunit | 3398176 |
| Created | 1 Jul 2021, 0:28:19 UTC |
| Sent | 4 Jul 2021, 15:35:53 UTC |
| Report deadline | 12 Jul 2021, 15:35:53 UTC |
| Received | 4 Jul 2021, 22:42:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 13 min 22 sec |
| CPU time | 1 hours 13 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0309932 | val_loss: 0.031336 | Time: 1764.79 ms [2021-07-04 23:40:01 main:574] : INFO : Epoch 1572 | loss: 0.0310076 | val_loss: 0.0313197 | Time: 1749.81 ms [2021-07-04 23:40:03 main:574] : INFO : Epoch 1573 | loss: 0.0309889 | val_loss: 0.0313073 | Time: 1754.34 ms [2021-07-04 23:40:04 main:574] : INFO : Epoch 1574 | loss: 0.0309945 | val_loss: 0.0313235 | Time: 1772.01 ms [2021-07-04 23:40:06 main:574] : INFO : Epoch 1575 | loss: 0.0309951 | val_loss: 0.0313086 | Time: 1735.56 ms [2021-07-04 23:40:08 main:574] : INFO : Epoch 1576 | loss: 0.0309989 | val_loss: 0.0313048 | Time: 1717.06 ms [2021-07-04 23:40:10 main:574] : INFO : Epoch 1577 | loss: 0.0310008 | val_loss: 0.0313315 | Time: 1725.28 ms [2021-07-04 23:40:11 main:574] : INFO : Epoch 1578 | loss: 0.0309979 | val_loss: 0.0313412 | Time: 1689.86 ms [2021-07-04 23:40:13 main:574] : INFO : Epoch 1579 | loss: 0.0310048 | val_loss: 0.0313259 | Time: 1753.83 ms [2021-07-04 23:40:15 main:574] : INFO : Epoch 1580 | loss: 0.0309995 | val_loss: 0.0313356 | Time: 1750.98 ms [2021-07-04 23:40:17 main:574] : INFO : Epoch 1581 | loss: 0.0310049 | val_loss: 0.0313064 | Time: 1776.3 ms [2021-07-04 23:40:18 main:574] : INFO : Epoch 1582 | loss: 0.0310172 | val_loss: 0.0312889 | Time: 1746.46 ms [2021-07-04 23:40:20 main:574] : INFO : Epoch 1583 | loss: 0.0310018 | val_loss: 0.0313144 | Time: 1732.65 ms [2021-07-04 23:40:22 main:574] : INFO : Epoch 1584 | loss: 0.0309965 | val_loss: 0.031315 | Time: 1731.49 ms [2021-07-04 23:40:23 main:574] : INFO : Epoch 1585 | loss: 0.0310033 | val_loss: 0.0312769 | Time: 1727.46 ms [2021-07-04 23:40:25 main:574] : INFO : Epoch 1586 | loss: 0.0310273 | val_loss: 0.0313058 | Time: 1743.82 ms [2021-07-04 23:40:27 main:574] : INFO : Epoch 1587 | loss: 0.0310136 | val_loss: 0.0312991 | Time: 1752.31 ms [2021-07-04 23:40:29 main:574] : INFO : Epoch 1588 | loss: 0.0310116 | val_loss: 0.0313033 | Time: 1732.26 ms [2021-07-04 23:40:30 main:574] : INFO : Epoch 1589 | loss: 0.0309957 | val_loss: 0.0312964 | Time: 1761.76 ms [2021-07-04 23:40:32 main:574] : INFO : Epoch 1590 | loss: 0.0310116 | val_loss: 0.0312992 | Time: 1772.58 ms [2021-07-04 23:40:34 main:574] : INFO : Epoch 1591 | loss: 0.0310191 | val_loss: 0.0312809 | Time: 1760.21 ms [2021-07-04 23:40:36 main:574] : INFO : Epoch 1592 | loss: 0.0310063 | val_loss: 0.0313104 | Time: 1757.41 ms [2021-07-04 23:40:38 main:574] : INFO : Epoch 1593 | loss: 0.0309957 | val_loss: 0.0313269 | Time: 1751.49 ms [2021-07-04 23:40:39 main:574] : INFO : Epoch 1594 | loss: 0.0309996 | val_loss: 0.0313352 | Time: 1756.17 ms [2021-07-04 23:40:41 main:574] : INFO : Epoch 1595 | loss: 0.0310052 | val_loss: 0.0312971 | Time: 1710.47 ms [2021-07-04 23:40:43 main:574] : INFO : Epoch 1596 | loss: 0.0309956 | val_loss: 0.0313075 | Time: 1718.28 ms [2021-07-04 23:40:44 main:574] : INFO : Epoch 1597 | loss: 0.0309938 | val_loss: 0.0313306 | Time: 1717.31 ms [2021-07-04 23:40:46 main:574] : INFO : Epoch 1598 | loss: 0.0309925 | val_loss: 0.0312908 | Time: 1732.46 ms [2021-07-04 23:40:48 main:574] : INFO : Epoch 1599 | loss: 0.030996 | val_loss: 0.0312902 | Time: 1774.36 ms [2021-07-04 23:40:50 main:574] : INFO : Epoch 1600 | loss: 0.0309928 | val_loss: 0.031286 | Time: 1753.53 ms [2021-07-04 23:40:52 main:574] : INFO : Epoch 1601 | loss: 0.0310069 | val_loss: 0.0312995 | Time: 1774.51 ms [2021-07-04 23:40:53 main:574] : INFO : Epoch 1602 | loss: 0.0310074 | val_loss: 0.0313055 | Time: 1748.3 ms [2021-07-04 23:40:55 main:574] : INFO : Epoch 1603 | loss: 0.0310012 | val_loss: 0.0313291 | Time: 1753.46 ms [2021-07-04 23:40:57 main:574] : INFO : Epoch 1604 | loss: 0.0309956 | val_loss: 0.0312792 | Time: 1756.07 ms [2021-07-04 23:40:59 main:574] : INFO : Epoch 1605 | loss: 0.0310045 | val_loss: 0.0313098 | Time: 1752.05 ms [2021-07-04 23:41:00 main:574] : INFO : Epoch 1606 | loss: 0.0310027 | val_loss: 0.0313229 | Time: 1726.07 ms [2021-07-04 23:41:02 main:574] : INFO : Epoch 1607 | loss: 0.031001 | val_loss: 0.0312698 | Time: 1711.81 ms [2021-07-04 23:41:04 main:574] : INFO : Epoch 1608 | loss: 0.0309999 | val_loss: 0.0313006 | Time: 1723.62 ms [2021-07-04 23:41:06 main:574] : INFO : Epoch 1609 | loss: 0.0310029 | val_loss: 0.0313049 | Time: 1737.77 ms [2021-07-04 23:41:07 main:574] : INFO : Epoch 1610 | loss: 0.0309951 | val_loss: 0.0312938 | Time: 1735.24 ms [2021-07-04 23:41:09 main:574] : INFO : Epoch 1611 | loss: 0.0309981 | val_loss: 0.0312731 | Time: 1718.04 ms [2021-07-04 23:41:11 main:574] : INFO : Epoch 1612 | loss: 0.0309943 | val_loss: 0.0313045 | Time: 1756.74 ms [2021-07-04 23:41:13 main:574] : INFO : Epoch 1613 | loss: 0.0309895 | val_loss: 0.0313229 | Time: 1788.04 ms [2021-07-04 23:41:14 main:574] : INFO : Epoch 1614 | loss: 0.0309988 | val_loss: 0.0313644 | Time: 1716.95 ms [2021-07-04 23:41:16 main:574] : INFO : Epoch 1615 | loss: 0.0310001 | val_loss: 0.031298 | Time: 1750.18 ms [2021-07-04 23:41:18 main:574] : INFO : Epoch 1616 | loss: 0.0309961 | val_loss: 0.0313208 | Time: 1756.07 ms [2021-07-04 23:41:20 main:574] : INFO : Epoch 1617 | loss: 0.0309879 | val_loss: 0.0313321 | Time: 1758.2 ms [2021-07-04 23:41:21 main:574] : INFO : Epoch 1618 | loss: 0.0309971 | val_loss: 0.0313278 | Time: 1755.5 ms [2021-07-04 23:41:23 main:574] : INFO : Epoch 1619 | loss: 0.0310029 | val_loss: 0.0313424 | Time: 1739.37 ms [2021-07-04 23:41:25 main:574] : INFO : Epoch 1620 | loss: 0.0310075 | val_loss: 0.0312883 | Time: 1759.95 ms [2021-07-04 23:41:27 main:574] : INFO : Epoch 1621 | loss: 0.0310048 | val_loss: 0.0313336 | Time: 1758.93 ms [2021-07-04 23:41:28 main:574] : INFO : Epoch 1622 | loss: 0.0309981 | val_loss: 0.0312989 | Time: 1740.61 ms [2021-07-04 23:41:30 main:574] : INFO : Epoch 1623 | loss: 0.0309962 | val_loss: 0.0312953 | Time: 1714.95 ms [2021-07-04 23:41:32 main:574] : INFO : Epoch 1624 | loss: 0.0310038 | val_loss: 0.0313123 | Time: 1730.46 ms [2021-07-04 23:41:34 main:574] : INFO : Epoch 1625 | loss: 0.0310071 | val_loss: 0.0313026 | Time: 1745.11 ms [2021-07-04 23:41:35 main:574] : INFO : Epoch 1626 | loss: 0.0310034 | val_loss: 0.0312901 | Time: 1777.27 ms [2021-07-04 23:41:37 main:574] : INFO : Epoch 1627 | loss: 0.0309959 | val_loss: 0.0313051 | Time: 1758.29 ms [2021-07-04 23:41:39 main:574] : INFO : Epoch 1628 | loss: 0.0309968 | val_loss: 0.0313007 | Time: 1757.43 ms [2021-07-04 23:41:41 main:574] : INFO : Epoch 1629 | loss: 0.0310087 | val_loss: 0.0313049 | Time: 1746.8 ms [2021-07-04 23:41:42 main:574] : INFO : Epoch 1630 | loss: 0.0309942 | val_loss: 0.0313084 | Time: 1710.57 ms [2021-07-04 23:41:44 main:574] : INFO : Epoch 1631 | loss: 0.0310016 | val_loss: 0.0313097 | Time: 1759.99 ms [2021-07-04 23:41:46 main:574] : INFO : Epoch 1632 | loss: 0.0310037 | val_loss: 0.0313148 | Time: 1751.06 ms [2021-07-04 23:41:48 main:574] : INFO : Epoch 1633 | loss: 0.031005 | val_loss: 0.0312787 | Time: 1760.42 ms [2021-07-04 23:41:49 main:574] : INFO : Epoch 1634 | loss: 0.030997 | val_loss: 0.0313074 | Time: 1750 ms [2021-07-04 23:41:51 main:574] : INFO : Epoch 1635 | loss: 0.0309912 | val_loss: 0.0312825 | Time: 1765.81 ms [2021-07-04 23:41:53 main:574] : INFO : Epoch 1636 | loss: 0.0309986 | val_loss: 0.0312871 | Time: 1780.99 ms [2021-07-04 23:41:55 main:574] : INFO : Epoch 1637 | loss: 0.030992 | val_loss: 0.0313063 | Time: 1743.41 ms [2021-07-04 23:41:56 main:574] : INFO : Epoch 1638 | loss: 0.0309981 | val_loss: 0.0312926 | Time: 1761.78 ms [2021-07-04 23:41:58 main:574] : INFO : Epoch 1639 | loss: 0.0309923 | val_loss: 0.0312847 | Time: 1707.14 ms [2021-07-04 23:42:00 main:574] : INFO : Epoch 1640 | loss: 0.0309869 | val_loss: 0.0313017 | Time: 1743.62 ms [2021-07-04 23:42:02 main:574] : INFO : Epoch 1641 | loss: 0.0309841 | val_loss: 0.0313404 | Time: 1708.74 ms [2021-07-04 23:42:03 main:574] : INFO : Epoch 1642 | loss: 0.0309823 | val_loss: 0.031316 | Time: 1718.87 ms [2021-07-04 23:42:05 main:574] : INFO : Epoch 1643 | loss: 0.0309917 | val_loss: 0.0313092 | Time: 1753.59 ms [2021-07-04 23:42:07 main:574] : INFO : Epoch 1644 | loss: 0.0309969 | val_loss: 0.0313012 | Time: 1755.1 ms [2021-07-04 23:42:09 main:574] : INFO : Epoch 1645 | loss: 0.0309931 | val_loss: 0.0313099 | Time: 1772.95 ms [2021-07-04 23:42:10 main:574] : INFO : Epoch 1646 | loss: 0.0310037 | val_loss: 0.0313477 | Time: 1746.59 ms [2021-07-04 23:42:12 main:574] : INFO : Epoch 1647 | loss: 0.0310051 | val_loss: 0.0313197 | Time: 1747.62 ms [2021-07-04 23:42:14 main:574] : INFO : Epoch 1648 | loss: 0.0309951 | val_loss: 0.0313036 | Time: 1741.63 ms [2021-07-04 23:42:16 main:574] : INFO : Epoch 1649 | loss: 0.0309942 | val_loss: 0.0312752 | Time: 1735.7 ms [2021-07-04 23:42:17 main:574] : INFO : Epoch 1650 | loss: 0.0309993 | val_loss: 0.0312977 | Time: 1746.94 ms [2021-07-04 23:42:19 main:574] : INFO : Epoch 1651 | loss: 0.0309995 | val_loss: 0.0312988 | Time: 1718.18 ms [2021-07-04 23:42:21 main:574] : INFO : Epoch 1652 | loss: 0.0309957 | val_loss: 0.0312769 | Time: 1742.61 ms [2021-07-04 23:42:23 main:574] : INFO : Epoch 1653 | loss: 0.0310039 | val_loss: 0.0313123 | Time: 1735.93 ms [2021-07-04 23:42:24 main:574] : INFO : Epoch 1654 | loss: 0.0309867 | val_loss: 0.0313123 | Time: 1766.36 ms [2021-07-04 23:42:26 main:574] : INFO : Epoch 1655 | loss: 0.0309936 | val_loss: 0.0313351 | Time: 1762.34 ms [2021-07-04 23:42:28 main:574] : INFO : Epoch 1656 | loss: 0.0309982 | val_loss: 0.0313203 | Time: 1742.84 ms [2021-07-04 23:42:30 main:574] : INFO : Epoch 1657 | loss: 0.0309928 | val_loss: 0.0313336 | Time: 1773.17 ms [2021-07-04 23:42:31 main:574] : INFO : Epoch 1658 | loss: 0.03099 | val_loss: 0.0313458 | Time: 1742.36 ms [2021-07-04 23:42:33 main:574] : INFO : Epoch 1659 | loss: 0.0309968 | val_loss: 0.0312976 | Time: 1731.36 ms [2021-07-04 23:42:35 main:574] : INFO : Epoch 1660 | loss: 0.0309886 | val_loss: 0.0313419 | Time: 1741.3 ms [2021-07-04 23:42:37 main:574] : INFO : Epoch 1661 | loss: 0.0309867 | val_loss: 0.03129 | Time: 1741.1 ms [2021-07-04 23:42:38 main:574] : INFO : Epoch 1662 | loss: 0.0309966 | val_loss: 0.0312973 | Time: 1728.28 ms [2021-07-04 23:42:40 main:574] : INFO : Epoch 1663 | loss: 0.031004 | val_loss: 0.0313205 | Time: 1708.57 ms [2021-07-04 23:42:42 main:574] : INFO : Epoch 1664 | loss: 0.031005 | val_loss: 0.0312859 | Time: 1742.33 ms [2021-07-04 23:42:44 main:574] : INFO : Epoch 1665 | loss: 0.031015 | val_loss: 0.0312855 | Time: 1766.49 ms [2021-07-04 23:42:45 main:574] : INFO : Epoch 1666 | loss: 0.0310048 | val_loss: 0.0312869 | Time: 1786.53 ms [2021-07-04 23:42:47 main:574] : INFO : Epoch 1667 | loss: 0.0309893 | val_loss: 0.0312812 | Time: 1775.52 ms [2021-07-04 23:42:49 main:574] : INFO : Epoch 1668 | loss: 0.0309953 | val_loss: 0.031293 | Time: 1772.46 ms [2021-07-04 23:42:51 main:574] : INFO : Epoch 1669 | loss: 0.0309938 | val_loss: 0.0312926 | Time: 1738.41 ms [2021-07-04 23:42:53 main:574] : INFO : Epoch 1670 | loss: 0.0309973 | val_loss: 0.0312787 | Time: 1762.35 ms [2021-07-04 23:42:54 main:574] : INFO : Epoch 1671 | loss: 0.0310062 | val_loss: 0.0312882 | Time: 1730.74 ms [2021-07-04 23:42:56 main:574] : INFO : Epoch 1672 | loss: 0.0309922 | val_loss: 0.0313176 | Time: 1735.21 ms [2021-07-04 23:42:58 main:574] : INFO : Epoch 1673 | loss: 0.0309923 | val_loss: 0.0312942 | Time: 1730.12 ms [2021-07-04 23:42:59 main:574] : INFO : Epoch 1674 | loss: 0.0309913 | val_loss: 0.0313207 | Time: 1726.81 ms [2021-07-04 23:43:01 main:574] : INFO : Epoch 1675 | loss: 0.0309972 | val_loss: 0.0312951 | Time: 1758.33 ms [2021-07-04 23:43:03 main:574] : INFO : Epoch 1676 | loss: 0.0310065 | val_loss: 0.0312853 | Time: 1772.64 ms [2021-07-04 23:43:05 main:574] : INFO : Epoch 1677 | loss: 0.0309961 | val_loss: 0.0313148 | Time: 1800.32 ms [2021-07-04 23:43:07 main:574] : INFO : Epoch 1678 | loss: 0.0309931 | val_loss: 0.0313299 | Time: 1775.16 ms [2021-07-04 23:43:08 main:574] : INFO : Epoch 1679 | loss: 0.0309909 | val_loss: 0.0313369 | Time: 1780.67 ms [2021-07-04 23:43:10 main:574] : INFO : Epoch 1680 | loss: 0.0309903 | val_loss: 0.0313381 | Time: 1748.35 ms [2021-07-04 23:43:12 main:574] : INFO : Epoch 1681 | loss: 0.0309909 | val_loss: 0.0313207 | Time: 1740.7 ms [2021-07-04 23:43:14 main:574] : INFO : Epoch 1682 | loss: 0.030987 | val_loss: 0.0313046 | Time: 1771.84 ms [2021-07-04 23:43:15 main:574] : INFO : Epoch 1683 | loss: 0.0310011 | val_loss: 0.0312918 | Time: 1752.33 ms [2021-07-04 23:43:17 main:574] : INFO : Epoch 1684 | loss: 0.0310002 | val_loss: 0.0313149 | Time: 1731.16 ms [2021-07-04 23:43:19 main:574] : INFO : Epoch 1685 | loss: 0.0310076 | val_loss: 0.0313341 | Time: 1761.75 ms [2021-07-04 23:43:21 main:574] : INFO : Epoch 1686 | loss: 0.0309972 | val_loss: 0.0313093 | Time: 1745.37 ms [2021-07-04 23:43:22 main:574] : INFO : Epoch 1687 | loss: 0.0309955 | val_loss: 0.0313242 | Time: 1725.26 ms [2021-07-04 23:43:24 main:574] : INFO : Epoch 1688 | loss: 0.0309913 | val_loss: 0.0313039 | Time: 1712.46 ms [2021-07-04 23:43:26 main:574] : INFO : Epoch 1689 | loss: 0.030996 | val_loss: 0.0312991 | Time: 1727.81 ms [2021-07-04 23:43:28 main:574] : INFO : Epoch 1690 | loss: 0.0309963 | val_loss: 0.0313002 | Time: 1738.38 ms [2021-07-04 23:43:29 main:574] : INFO : Epoch 1691 | loss: 0.0310102 | val_loss: 0.0313051 | Time: 1700.93 ms [2021-07-04 23:43:31 main:574] : INFO : Epoch 1692 | loss: 0.0309946 | val_loss: 0.0313045 | Time: 1754.73 ms [2021-07-04 23:43:33 main:574] : INFO : Epoch 1693 | loss: 0.0309896 | val_loss: 0.0313052 | Time: 1784.99 ms [2021-07-04 23:43:35 main:574] : INFO : Epoch 1694 | loss: 0.0309868 | val_loss: 0.0313109 | Time: 1726.25 ms [2021-07-04 23:43:36 main:574] : INFO : Epoch 1695 | loss: 0.0309955 | val_loss: 0.0313007 | Time: 1739.86 ms [2021-07-04 23:43:38 main:574] : INFO : Epoch 1696 | loss: 0.0309959 | val_loss: 0.0313049 | Time: 1729.59 ms [2021-07-04 23:43:40 main:574] : INFO : Epoch 1697 | loss: 0.0309901 | val_loss: 0.0312903 | Time: 1753.93 ms [2021-07-04 23:43:42 main:574] : INFO : Epoch 1698 | loss: 0.0309991 | val_loss: 0.0312956 | Time: 1733.95 ms [2021-07-04 23:43:43 main:574] : INFO : Epoch 1699 | loss: 0.031 | val_loss: 0.0313045 | Time: 1767.71 ms [2021-07-04 23:43:45 main:574] : INFO : Epoch 1700 | loss: 0.0310028 | val_loss: 0.0312945 | Time: 1747 ms [2021-07-04 23:43:47 main:574] : INFO : Epoch 1701 | loss: 0.0310223 | val_loss: 0.0313185 | Time: 1743.32 ms [2021-07-04 23:43:49 main:574] : INFO : Epoch 1702 | loss: 0.0310017 | val_loss: 0.0313203 | Time: 1727.75 ms [2021-07-04 23:43:50 main:574] : INFO : Epoch 1703 | loss: 0.0309971 | val_loss: 0.0313193 | Time: 1745.86 ms [2021-07-04 23:43:52 main:574] : INFO : Epoch 1704 | loss: 0.0309911 | val_loss: 0.0313086 | Time: 1747.12 ms [2021-07-04 23:43:54 main:574] : INFO : Epoch 1705 | loss: 0.0310001 | val_loss: 0.0313057 | Time: 1765.31 ms [2021-07-04 23:43:56 main:574] : INFO : Epoch 1706 | loss: 0.0309889 | val_loss: 0.0312879 | Time: 1769.59 ms [2021-07-04 23:43:57 main:574] : INFO : Epoch 1707 | loss: 0.0309964 | val_loss: 0.0313075 | Time: 1739.54 ms [2021-07-04 23:43:59 main:574] : INFO : Epoch 1708 | loss: 0.0310027 | val_loss: 0.0313194 | Time: 1756.46 ms [2021-07-04 23:44:01 main:574] : INFO : Epoch 1709 | loss: 0.0309969 | val_loss: 0.0313073 | Time: 1754.13 ms [2021-07-04 23:44:03 main:574] : INFO : Epoch 1710 | loss: 0.0309901 | val_loss: 0.0313154 | Time: 1761.33 ms [2021-07-04 23:44:04 main:574] : INFO : Epoch 1711 | loss: 0.0309897 | val_loss: 0.031326 | Time: 1723.35 ms [2021-07-04 23:44:06 main:574] : INFO : Epoch 1712 | loss: 0.0309894 | val_loss: 0.0313276 | Time: 1700.3 ms [2021-07-04 23:44:08 main:574] : INFO : Epoch 1713 | loss: 0.0309869 | val_loss: 0.0312946 | Time: 1760.82 ms [2021-07-04 23:44:10 main:574] : INFO : Epoch 1714 | loss: 0.031015 | val_loss: 0.0312844 | Time: 1767.41 ms [2021-07-04 23:44:11 main:574] : INFO : Epoch 1715 | loss: 0.0310076 | val_loss: 0.031311 | Time: 1763.43 ms [2021-07-04 23:44:13 main:574] : INFO : Epoch 1716 | loss: 0.0309983 | val_loss: 0.0313011 | Time: 1757.28 ms [2021-07-04 23:44:15 main:574] : INFO : Epoch 1717 | loss: 0.0309964 | val_loss: 0.031299 | Time: 1745.88 ms [2021-07-04 23:44:17 main:574] : INFO : Epoch 1718 | loss: 0.031005 | val_loss: 0.0312911 | Time: 1688.19 ms [2021-07-04 23:44:18 main:574] : INFO : Epoch 1719 | loss: 0.0309977 | val_loss: 0.0312808 | Time: 1753.66 ms [2021-07-04 23:44:20 main:574] : INFO : Epoch 1720 | loss: 0.0310166 | val_loss: 0.0313144 | Time: 1770.3 ms [2021-07-04 23:44:22 main:574] : INFO : Epoch 1721 | loss: 0.0309998 | val_loss: 0.0312975 | Time: 1737.28 ms [2021-07-04 23:44:24 main:574] : INFO : Epoch 1722 | loss: 0.0309907 | val_loss: 0.0312991 | Time: 1755.71 ms [2021-07-04 23:44:25 main:574] : INFO : Epoch 1723 | loss: 0.0309924 | val_loss: 0.0312763 | Time: 1756.88 ms [2021-07-04 23:44:27 main:574] : INFO : Epoch 1724 | loss: 0.0309939 | val_loss: 0.0313033 | Time: 1756.26 ms [2021-07-04 23:44:29 main:574] : INFO : Epoch 1725 | loss: 0.0309983 | val_loss: 0.0312686 | Time: 1751.95 ms [2021-07-04 23:44:31 main:574] : INFO : Epoch 1726 | loss: 0.0310231 | val_loss: 0.0312876 | Time: 1767.86 ms [2021-07-04 23:44:33 main:574] : INFO : Epoch 1727 | loss: 0.0310104 | val_loss: 0.0313602 | Time: 1785.85 ms [2021-07-04 23:44:34 main:574] : INFO : Epoch 1728 | loss: 0.0310073 | val_loss: 0.0313009 | Time: 1744.99 ms [2021-07-04 23:44:36 main:574] : INFO : Epoch 1729 | loss: 0.0309976 | val_loss: 0.0313263 | Time: 1735.06 ms [2021-07-04 23:44:38 main:574] : INFO : Epoch 1730 | loss: 0.0309987 | val_loss: 0.0313006 | Time: 1716.31 ms [2021-07-04 23:44:40 main:574] : INFO : Epoch 1731 | loss: 0.0310089 | val_loss: 0.0312968 | Time: 1700.37 ms [2021-07-04 23:44:41 main:574] : INFO : Epoch 1732 | loss: 0.0310027 | val_loss: 0.0312849 | Time: 1759.45 ms [2021-07-04 23:44:43 main:574] : INFO : Epoch 1733 | loss: 0.0310025 | val_loss: 0.0312889 | Time: 1739.33 ms [2021-07-04 23:44:45 main:574] : INFO : Epoch 1734 | loss: 0.0310005 | val_loss: 0.0313127 | Time: 1742.63 ms [2021-07-04 23:44:47 main:574] : INFO : Epoch 1735 | loss: 0.0309986 | val_loss: 0.0313131 | Time: 1751.9 ms [2021-07-04 23:44:48 main:574] : INFO : Epoch 1736 | loss: 0.0309864 | val_loss: 0.0313048 | Time: 1792.89 ms [2021-07-04 23:44:50 main:574] : INFO : Epoch 1737 | loss: 0.0309924 | val_loss: 0.0313228 | Time: 1787.44 ms [2021-07-04 23:44:52 main:574] : INFO : Epoch 1738 | loss: 0.0309938 | val_loss: 0.0313309 | Time: 1723.67 ms [2021-07-04 23:44:54 main:574] : INFO : Epoch 1739 | loss: 0.0309912 | val_loss: 0.0313039 | Time: 1742.79 ms [2021-07-04 23:44:55 main:574] : INFO : Epoch 1740 | loss: 0.0309831 | val_loss: 0.0313185 | Time: 1756.76 ms [2021-07-04 23:44:57 main:574] : INFO : Epoch 1741 | loss: 0.0309843 | val_loss: 0.0312973 | Time: 1710.58 ms [2021-07-04 23:44:59 main:574] : INFO : Epoch 1742 | loss: 0.0309926 | val_loss: 0.0313142 | Time: 1735.64 ms [2021-07-04 23:45:01 main:574] : INFO : Epoch 1743 | loss: 0.0309923 | val_loss: 0.031318 | Time: 1726.93 ms [2021-07-04 23:45:02 main:574] : INFO : Epoch 1744 | loss: 0.0309939 | val_loss: 0.0312973 | Time: 1745.44 ms [2021-07-04 23:45:04 main:574] : INFO : Epoch 1745 | loss: 0.0309965 | val_loss: 0.0312733 | Time: 1763.81 ms [2021-07-04 23:45:06 main:574] : INFO : Epoch 1746 | loss: 0.0309932 | val_loss: 0.0313097 | Time: 1729.39 ms [2021-07-04 23:45:08 main:574] : INFO : Epoch 1747 | loss: 0.0310022 | val_loss: 0.0313133 | Time: 1740.49 ms [2021-07-04 23:45:09 main:574] : INFO : Epoch 1748 | loss: 0.0310061 | val_loss: 0.0312813 | Time: 1752.58 ms [2021-07-04 23:45:11 main:574] : INFO : Epoch 1749 | loss: 0.0309896 | val_loss: 0.0313264 | Time: 1739.82 ms [2021-07-04 23:45:13 main:574] : INFO : Epoch 1750 | loss: 0.0309841 | val_loss: 0.031332 | Time: 1744.61 ms [2021-07-04 23:45:15 main:574] : INFO : Epoch 1751 | loss: 0.0309888 | val_loss: 0.0313131 | Time: 1708.63 ms [2021-07-04 23:45:16 main:574] : INFO : Epoch 1752 | loss: 0.0309918 | val_loss: 0.0313187 | Time: 1767.96 ms [2021-07-04 23:45:18 main:574] : INFO : Epoch 1753 | loss: 0.0309936 | val_loss: 0.0313162 | Time: 1754.98 ms [2021-07-04 23:45:20 main:574] : INFO : Epoch 1754 | loss: 0.0309862 | val_loss: 0.0313153 | Time: 1743.06 ms [2021-07-04 23:45:22 main:574] : INFO : Epoch 1755 | loss: 0.030992 | val_loss: 0.0313413 | Time: 1761.15 ms [2021-07-04 23:45:23 main:574] : INFO : Epoch 1756 | loss: 0.0309899 | val_loss: 0.0313062 | Time: 1736.7 ms [2021-07-04 23:45:25 main:574] : INFO : Epoch 1757 | loss: 0.0309899 | val_loss: 0.0313035 | Time: 1729.3 ms [2021-07-04 23:45:27 main:574] : INFO : Epoch 1758 | loss: 0.0309839 | val_loss: 0.0313135 | Time: 1719.11 ms [2021-07-04 23:45:29 main:574] : INFO : Epoch 1759 | loss: 0.030989 | val_loss: 0.0313231 | Time: 1740.05 ms [2021-07-04 23:45:30 main:574] : INFO : Epoch 1760 | loss: 0.0309855 | val_loss: 0.0313207 | Time: 1749.07 ms [2021-07-04 23:45:32 main:574] : INFO : Epoch 1761 | loss: 0.0310001 | val_loss: 0.0313113 | Time: 1759.53 ms [2021-07-04 23:45:34 main:574] : INFO : Epoch 1762 | loss: 0.0310094 | val_loss: 0.0312989 | Time: 1775.14 ms [2021-07-04 23:45:36 main:574] : INFO : Epoch 1763 | loss: 0.0310031 | val_loss: 0.0313337 | Time: 1741.36 ms [2021-07-04 23:45:37 main:574] : INFO : Epoch 1764 | loss: 0.0309991 | val_loss: 0.0313107 | Time: 1764.85 ms [2021-07-04 23:45:39 main:574] : INFO : Epoch 1765 | loss: 0.0309938 | val_loss: 0.0313149 | Time: 1736.24 ms [2021-07-04 23:45:41 main:574] : INFO : Epoch 1766 | loss: 0.0310078 | val_loss: 0.0312438 | Time: 1728.4 ms [2021-07-04 23:45:43 main:574] : INFO : Epoch 1767 | loss: 0.0310053 | val_loss: 0.0313093 | Time: 1716 ms [2021-07-04 23:45:44 main:574] : INFO : Epoch 1768 | loss: 0.0309962 | val_loss: 0.0313139 | Time: 1703.14 ms [2021-07-04 23:45:46 main:574] : INFO : Epoch 1769 | loss: 0.03102 | val_loss: 0.0313066 | Time: 1733.05 ms [2021-07-04 23:45:48 main:574] : INFO : Epoch 1770 | loss: 0.0310105 | val_loss: 0.0313022 | Time: 1768.95 ms [2021-07-04 23:45:50 main:574] : INFO : Epoch 1771 | loss: 0.0309925 | val_loss: 0.0313118 | Time: 1783.12 ms [2021-07-04 23:45:51 main:574] : INFO : Epoch 1772 | loss: 0.0309847 | val_loss: 0.0312993 | Time: 1741.36 ms [2021-07-04 23:45:53 main:574] : INFO : Epoch 1773 | loss: 0.0309821 | val_loss: 0.0313028 | Time: 1751.21 ms [2021-07-04 23:45:55 main:574] : INFO : Epoch 1774 | loss: 0.0309874 | val_loss: 0.0313099 | Time: 1737.24 ms [2021-07-04 23:45:57 main:574] : INFO : Epoch 1775 | loss: 0.0309954 | val_loss: 0.0313066 | Time: 1732.16 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660 Ti) [2021-07-05 00:29:14 main:435] : INFO : Set logging level to 1 [2021-07-05 00:29:14 main:441] : INFO : Running in BOINC Client mode [2021-07-05 00:29:14 main:444] : INFO : Resolving all filenames [2021-07-05 00:29:14 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-05 00:29:14 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099295-15660-0_0_r354809271_1 (exists = 1) [2021-07-05 00:29:14 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099295-15660-0_0_r354809271_0 (exists = 0) [2021-07-05 00:29:14 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-07-05 00:29:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-05 00:29:14 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-05 00:29:14 main:474] : INFO : Configuration: [2021-07-05 00:29:14 main:475] : INFO : Model type: GRU [2021-07-05 00:29:14 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-05 00:29:14 main:477] : INFO : Max Epochs: 2048 [2021-07-05 00:29:14 main:478] : INFO : Batch Size: 128 [2021-07-05 00:29:14 main:479] : INFO : Learning Rate: 0.01 [2021-07-05 00:29:14 main:480] : INFO : Patience: 10 [2021-07-05 00:29:14 main:481] : INFO : Hidden Width: 12 [2021-07-05 00:29:14 main:482] : INFO : # Recurrent Layers: 4 [2021-07-05 00:29:14 main:483] : INFO : # Backend Layers: 4 [2021-07-05 00:29:14 main:484] : INFO : # Threads: 1 [2021-07-05 00:29:14 main:486] : INFO : Preparing Dataset [2021-07-05 00:29:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 00:29:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 00:29:16 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-05 00:29:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 00:29:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 00:29:16 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-05 00:29:16 main:494] : INFO : Creating Model [2021-07-05 00:29:16 main:507] : INFO : Preparing config file [2021-07-05 00:29:16 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-05 00:29:16 main:512] : INFO : Loading config [2021-07-05 00:29:16 main:514] : INFO : Loading state [2021-07-05 00:29:17 main:559] : INFO : Loading DataLoader into Memory [2021-07-05 00:29:18 main:562] : INFO : Starting Training [2021-07-05 00:29:20 main:574] : INFO : Epoch 1776 | loss: 0.0310632 | val_loss: 0.0312857 | Time: 2822.47 ms [2021-07-05 00:29:23 main:574] : INFO : Epoch 1777 | loss: 0.0310198 | val_loss: 0.0313031 | Time: 2750.82 ms [2021-07-05 00:29:26 main:574] : INFO : Epoch 1778 | loss: 0.0310129 | val_loss: 0.0313018 | Time: 2769.3 ms [2021-07-05 00:29:29 main:574] : INFO : Epoch 1779 | loss: 0.0310008 | val_loss: 0.0312983 | Time: 2788.87 ms [2021-07-05 00:29:32 main:574] : INFO : Epoch 1780 | loss: 0.0310001 | val_loss: 0.0312694 | Time: 2792.51 ms [2021-07-05 00:29:34 main:574] : INFO : Epoch 1781 | loss: 0.0309963 | val_loss: 0.0313022 | Time: 2814.9 ms [2021-07-05 00:29:37 main:574] : INFO : Epoch 1782 | loss: 0.0309927 | val_loss: 0.0313185 | Time: 2811.96 ms [2021-07-05 00:29:40 main:574] : INFO : Epoch 1783 | loss: 0.0309958 | val_loss: 0.0312941 | Time: 2811.4 ms [2021-07-05 00:29:43 main:574] : INFO : Epoch 1784 | loss: 0.0309989 | val_loss: 0.0313332 | Time: 2839.8 ms [2021-07-05 00:29:46 main:574] : INFO : Epoch 1785 | loss: 0.0309951 | val_loss: 0.0313361 | Time: 2736.07 ms [2021-07-05 00:29:48 main:574] : INFO : Epoch 1786 | loss: 0.0310005 | val_loss: 0.0312977 | Time: 2827.34 ms [2021-07-05 00:29:51 main:574] : INFO : Epoch 1787 | loss: 0.030998 | val_loss: 0.0313259 | Time: 2750.34 ms [2021-07-05 00:29:54 main:574] : INFO : Epoch 1788 | loss: 0.0310003 | val_loss: 0.0313061 | Time: 2807.36 ms [2021-07-05 00:29:57 main:574] : INFO : Epoch 1789 | loss: 0.0309902 | val_loss: 0.0313102 | Time: 2790.82 ms [2021-07-05 00:30:00 main:574] : INFO : Epoch 1790 | loss: 0.0309857 | val_loss: 0.0312991 | Time: 2792.54 ms [2021-07-05 00:30:02 main:574] : INFO : Epoch 1791 | loss: 0.0309961 | val_loss: 0.0313098 | Time: 2772.9 ms [2021-07-05 00:30:05 main:574] : INFO : Epoch 1792 | loss: 0.0310003 | val_loss: 0.0312852 | Time: 2726.05 ms [2021-07-05 00:30:08 main:574] : INFO : Epoch 1793 | loss: 0.0309925 | val_loss: 0.0313075 | Time: 2809.97 ms [2021-07-05 00:30:11 main:574] : INFO : Epoch 1794 | loss: 0.0309916 | val_loss: 0.0312952 | Time: 2786.68 ms [2021-07-05 00:30:13 main:574] : INFO : Epoch 1795 | loss: 0.0309848 | val_loss: 0.0313166 | Time: 2806.68 ms [2021-07-05 00:30:16 main:574] : INFO : Epoch 1796 | loss: 0.0310014 | val_loss: 0.0313429 | Time: 2833.83 ms [2021-07-05 00:30:19 main:574] : INFO : Epoch 1797 | loss: 0.0310233 | val_loss: 0.0312985 | Time: 2779.7 ms [2021-07-05 00:30:22 main:574] : INFO : Epoch 1798 | loss: 0.0310061 | val_loss: 0.0312891 | Time: 2808.21 ms [2021-07-05 00:30:25 main:574] : INFO : Epoch 1799 | loss: 0.0309914 | val_loss: 0.0313156 | Time: 2801.24 ms [2021-07-05 00:30:28 main:574] : INFO : Epoch 1800 | loss: 0.0309815 | val_loss: 0.0313219 | Time: 2828.21 ms [2021-07-05 00:30:30 main:574] : INFO : Epoch 1801 | loss: 0.0309901 | val_loss: 0.0312988 | Time: 2785.01 ms [2021-07-05 00:30:33 main:574] : INFO : Epoch 1802 | loss: 0.0309835 | val_loss: 0.0313063 | Time: 2822.68 ms [2021-07-05 00:30:36 main:574] : INFO : Epoch 1803 | loss: 0.0309834 | val_loss: 0.0312801 | Time: 2788.14 ms [2021-07-05 00:30:39 main:574] : INFO : Epoch 1804 | loss: 0.0310032 | val_loss: 0.0313096 | Time: 2807.31 ms [2021-07-05 00:30:42 main:574] : INFO : Epoch 1805 | loss: 0.0310254 | val_loss: 0.0313044 | Time: 2767.94 ms [2021-07-05 00:30:44 main:574] : INFO : Epoch 1806 | loss: 0.0310185 | val_loss: 0.0312869 | Time: 2768.31 ms [2021-07-05 00:30:47 main:574] : INFO : Epoch 1807 | loss: 0.031005 | val_loss: 0.0312935 | Time: 2786.26 ms [2021-07-05 00:30:50 main:574] : INFO : Epoch 1808 | loss: 0.0310025 | val_loss: 0.031296 | Time: 2822.13 ms [2021-07-05 00:30:53 main:574] : INFO : Epoch 1809 | loss: 0.0309897 | val_loss: 0.0313371 | Time: 2828.83 ms [2021-07-05 00:30:56 main:574] : INFO : Epoch 1810 | loss: 0.0309936 | val_loss: 0.0313184 | Time: 2778.53 ms [2021-07-05 00:30:58 main:574] : INFO : Epoch 1811 | loss: 0.0309893 | val_loss: 0.0313084 | Time: 2786.69 ms [2021-07-05 00:31:01 main:574] : INFO : Epoch 1812 | loss: 0.0309872 | val_loss: 0.0313031 | Time: 2804.66 ms [2021-07-05 00:31:04 main:574] : INFO : Epoch 1813 | loss: 0.0309789 | val_loss: 0.0313102 | Time: 2823.53 ms [2021-07-05 00:31:07 main:574] : INFO : Epoch 1814 | loss: 0.0309861 | val_loss: 0.0312974 | Time: 2805.48 ms [2021-07-05 00:31:10 main:574] : INFO : Epoch 1815 | loss: 0.0309993 | val_loss: 0.0312954 | Time: 2803.27 ms [2021-07-05 00:31:12 main:574] : INFO : Epoch 1816 | loss: 0.0309955 | val_loss: 0.0312988 | Time: 2810.79 ms [2021-07-05 00:31:15 main:574] : INFO : Epoch 1817 | loss: 0.0309908 | val_loss: 0.031323 | Time: 2792.6 ms [2021-07-05 00:31:18 main:574] : INFO : Epoch 1818 | loss: 0.0309897 | val_loss: 0.0313257 | Time: 2801.12 ms [2021-07-05 00:31:21 main:574] : INFO : Epoch 1819 | loss: 0.030993 | val_loss: 0.0312958 | Time: 2773.39 ms [2021-07-05 00:31:24 main:574] : INFO : Epoch 1820 | loss: 0.0309939 | val_loss: 0.0312927 | Time: 2814.39 ms [2021-07-05 00:31:26 main:574] : INFO : Epoch 1821 | loss: 0.030989 | val_loss: 0.0313561 | Time: 2782.62 ms [2021-07-05 00:31:29 main:574] : INFO : Epoch 1822 | loss: 0.0309856 | val_loss: 0.0313124 | Time: 2760.05 ms [2021-07-05 00:31:32 main:574] : INFO : Epoch 1823 | loss: 0.0309921 | val_loss: 0.0313112 | Time: 2805.55 ms [2021-07-05 00:31:35 main:574] : INFO : Epoch 1824 | loss: 0.0309849 | val_loss: 0.0313146 | Time: 2828.06 ms [2021-07-05 00:31:38 main:574] : INFO : Epoch 1825 | loss: 0.0309876 | val_loss: 0.0312903 | Time: 2828.27 ms [2021-07-05 00:31:41 main:574] : INFO : Epoch 1826 | loss: 0.0309872 | val_loss: 0.0312853 | Time: 2827.89 ms [2021-07-05 00:31:43 main:574] : INFO : Epoch 1827 | loss: 0.0309956 | val_loss: 0.0313029 | Time: 2826.13 ms [2021-07-05 00:31:46 main:574] : INFO : Epoch 1828 | loss: 0.0309868 | val_loss: 0.0313042 | Time: 2805.25 ms [2021-07-05 00:31:49 main:574] : INFO : Epoch 1829 | loss: 0.030996 | val_loss: 0.0312971 | Time: 2790.56 ms [2021-07-05 00:31:52 main:574] : INFO : Epoch 1830 | loss: 0.0310182 | val_loss: 0.0313039 | Time: 2813.13 ms [2021-07-05 00:31:55 main:574] : INFO : Epoch 1831 | loss: 0.0310005 | val_loss: 0.0313268 | Time: 2817.27 ms [2021-07-05 00:31:57 main:574] : INFO : Epoch 1832 | loss: 0.0309789 | val_loss: 0.0313378 | Time: 2830.52 ms [2021-07-05 00:32:00 main:574] : INFO : Epoch 1833 | loss: 0.0309874 | val_loss: 0.0313389 | Time: 2801.32 ms [2021-07-05 00:32:03 main:574] : INFO : Epoch 1834 | loss: 0.0309898 | val_loss: 0.0313064 | Time: 2777.25 ms [2021-07-05 00:32:06 main:574] : INFO : Epoch 1835 | loss: 0.0309869 | val_loss: 0.0313132 | Time: 2805.21 ms [2021-07-05 00:32:09 main:574] : INFO : Epoch 1836 | loss: 0.0309835 | val_loss: 0.0313069 | Time: 2799.62 ms [2021-07-05 00:32:11 main:574] : INFO : Epoch 1837 | loss: 0.030994 | val_loss: 0.0313149 | Time: 2787.36 ms [2021-07-05 00:32:14 main:574] : INFO : Epoch 1838 | loss: 0.0309996 | val_loss: 0.0313084 | Time: 2811.77 ms [2021-07-05 00:32:17 main:574] : INFO : Epoch 1839 | loss: 0.0309947 | val_loss: 0.0313294 | Time: 2816.76 ms [2021-07-05 00:32:20 main:574] : INFO : Epoch 1840 | loss: 0.0309886 | val_loss: 0.0313237 | Time: 2820.9 ms [2021-07-05 00:32:23 main:574] : INFO : Epoch 1841 | loss: 0.0309849 | val_loss: 0.0313321 | Time: 2829.5 ms [2021-07-05 00:32:26 main:574] : INFO : Epoch 1842 | loss: 0.030985 | val_loss: 0.0312867 | Time: 2807.86 ms [2021-07-05 00:32:28 main:574] : INFO : Epoch 1843 | loss: 0.031 | val_loss: 0.0313308 | Time: 2787.47 ms [2021-07-05 00:32:31 main:574] : INFO : Epoch 1844 | loss: 0.0309896 | val_loss: 0.0313404 | Time: 2836.06 ms [2021-07-05 00:32:34 main:574] : INFO : Epoch 1845 | loss: 0.0309905 | val_loss: 0.0313259 | Time: 2769.82 ms [2021-07-05 00:32:37 main:574] : INFO : Epoch 1846 | loss: 0.0309922 | val_loss: 0.0313026 | Time: 2812.9 ms [2021-07-05 00:32:40 main:574] : INFO : Epoch 1847 | loss: 0.0309986 | val_loss: 0.0313016 | Time: 2797.3 ms [2021-07-05 00:32:42 main:574] : INFO : Epoch 1848 | loss: 0.0309975 | val_loss: 0.0313182 | Time: 2835.49 ms [2021-07-05 00:32:45 main:574] : INFO : Epoch 1849 | loss: 0.0309924 | val_loss: 0.0313193 | Time: 2809.94 ms [2021-07-05 00:32:48 main:574] : INFO : Epoch 1850 | loss: 0.0309877 | val_loss: 0.0312986 | Time: 2830.62 ms [2021-07-05 00:32:51 main:574] : INFO : Epoch 1851 | loss: 0.030988 | val_loss: 0.0313259 | Time: 2755.06 ms [2021-07-05 00:32:54 main:574] : INFO : Epoch 1852 | loss: 0.0309821 | val_loss: 0.031312 | Time: 2799.61 ms [2021-07-05 00:32:56 main:574] : INFO : Epoch 1853 | loss: 0.0309786 | val_loss: 0.0313387 | Time: 2801.81 ms [2021-07-05 00:32:59 main:574] : INFO : Epoch 1854 | loss: 0.0309786 | val_loss: 0.0313012 | Time: 2841.96 ms [2021-07-05 00:33:02 main:574] : INFO : Epoch 1855 | loss: 0.0309871 | val_loss: 0.0312914 | Time: 2762.93 ms [2021-07-05 00:33:05 main:574] : INFO : Epoch 1856 | loss: 0.0309861 | val_loss: 0.0313501 | Time: 2860.33 ms [2021-07-05 00:33:08 main:574] : INFO : Epoch 1857 | loss: 0.0309879 | val_loss: 0.0313358 | Time: 2790.19 ms [2021-07-05 00:33:10 main:574] : INFO : Epoch 1858 | loss: 0.0309934 | val_loss: 0.0313438 | Time: 2793.3 ms [2021-07-05 00:33:13 main:574] : INFO : Epoch 1859 | loss: 0.03099 | val_loss: 0.031326 | Time: 2780.94 ms [2021-07-05 00:33:16 main:574] : INFO : Epoch 1860 | loss: 0.0309941 | val_loss: 0.0313249 | Time: 2796.53 ms [2021-07-05 00:33:19 main:574] : INFO : Epoch 1861 | loss: 0.0309906 | val_loss: 0.0313271 | Time: 2785.85 ms [2021-07-05 00:33:22 main:574] : INFO : Epoch 1862 | loss: 0.030997 | val_loss: 0.0312699 | Time: 2803.92 ms [2021-07-05 00:33:25 main:574] : INFO : Epoch 1863 | loss: 0.0310048 | val_loss: 0.0313219 | Time: 2817.93 ms [2021-07-05 00:33:27 main:574] : INFO : Epoch 1864 | loss: 0.0310017 | val_loss: 0.0313053 | Time: 2834.54 ms [2021-07-05 00:33:30 main:574] : INFO : Epoch 1865 | loss: 0.030988 | val_loss: 0.0313156 | Time: 2827.54 ms [2021-07-05 00:33:33 main:574] : INFO : Epoch 1866 | loss: 0.0309804 | val_loss: 0.031305 | Time: 2809.32 ms [2021-07-05 00:33:36 main:574] : INFO : Epoch 1867 | loss: 0.0309789 | val_loss: 0.0313098 | Time: 2793.09 ms [2021-07-05 00:33:39 main:574] : INFO : Epoch 1868 | loss: 0.0309898 | val_loss: 0.0313246 | Time: 2783.14 ms [2021-07-05 00:33:41 main:574] : INFO : Epoch 1869 | loss: 0.0309792 | val_loss: 0.0313157 | Time: 2811.29 ms [2021-07-05 00:33:44 main:574] : INFO : Epoch 1870 | loss: 0.0309935 | val_loss: 0.0312864 | Time: 2803.92 ms [2021-07-05 00:33:47 main:574] : INFO : Epoch 1871 | loss: 0.031001 | val_loss: 0.0312671 | Time: 2803.76 ms [2021-07-05 00:33:50 main:574] : INFO : Epoch 1872 | loss: 0.0309969 | val_loss: 0.0312875 | Time: 2818.1 ms [2021-07-05 00:33:53 main:574] : INFO : Epoch 1873 | loss: 0.030992 | val_loss: 0.0312964 | Time: 2793.51 ms [2021-07-05 00:33:55 main:574] : INFO : Epoch 1874 | loss: 0.030991 | val_loss: 0.0313335 | Time: 2826.91 ms [2021-07-05 00:33:58 main:574] : INFO : Epoch 1875 | loss: 0.0309853 | val_loss: 0.0313441 | Time: 2798.3 ms [2021-07-05 00:34:01 main:574] : INFO : Epoch 1876 | loss: 0.0309857 | val_loss: 0.0313121 | Time: 2811.55 ms [2021-07-05 00:34:04 main:574] : INFO : Epoch 1877 | loss: 0.030985 | val_loss: 0.0313487 | Time: 2774.29 ms [2021-07-05 00:34:07 main:574] : INFO : Epoch 1878 | loss: 0.030984 | val_loss: 0.0313194 | Time: 2816.74 ms [2021-07-05 00:34:10 main:574] : INFO : Epoch 1879 | loss: 0.0309901 | val_loss: 0.031298 | Time: 2797.6 ms [2021-07-05 00:34:12 main:574] : INFO : Epoch 1880 | loss: 0.030988 | val_loss: 0.0313381 | Time: 2839.81 ms [2021-07-05 00:34:15 main:574] : INFO : Epoch 1881 | loss: 0.0309853 | val_loss: 0.0313202 | Time: 2785.16 ms [2021-07-05 00:34:18 main:574] : INFO : Epoch 1882 | loss: 0.0309818 | val_loss: 0.0313174 | Time: 2791.2 ms [2021-07-05 00:34:21 main:574] : INFO : Epoch 1883 | loss: 0.0309862 | val_loss: 0.0313094 | Time: 2780.23 ms [2021-07-05 00:34:24 main:574] : INFO : Epoch 1884 | loss: 0.0309912 | val_loss: 0.0313058 | Time: 2815.78 ms [2021-07-05 00:34:26 main:574] : INFO : Epoch 1885 | loss: 0.0309876 | val_loss: 0.0313294 | Time: 2833.29 ms [2021-07-05 00:34:29 main:574] : INFO : Epoch 1886 | loss: 0.0309937 | val_loss: 0.031318 | Time: 2854.78 ms [2021-07-05 00:34:32 main:574] : INFO : Epoch 1887 | loss: 0.0309937 | val_loss: 0.0313564 | Time: 2791 ms [2021-07-05 00:34:35 main:574] : INFO : Epoch 1888 | loss: 0.0310043 | val_loss: 0.0313151 | Time: 2846.88 ms [2021-07-05 00:34:38 main:574] : INFO : Epoch 1889 | loss: 0.030993 | val_loss: 0.0313195 | Time: 2749.51 ms [2021-07-05 00:34:41 main:574] : INFO : Epoch 1890 | loss: 0.030988 | val_loss: 0.0313104 | Time: 2801.47 ms [2021-07-05 00:34:43 main:574] : INFO : Epoch 1891 | loss: 0.030982 | val_loss: 0.0313282 | Time: 2806.13 ms [2021-07-05 00:34:46 main:574] : INFO : Epoch 1892 | loss: 0.0309925 | val_loss: 0.0313121 | Time: 2824.96 ms [2021-07-05 00:34:49 main:574] : INFO : Epoch 1893 | loss: 0.0309967 | val_loss: 0.0312965 | Time: 2818.66 ms [2021-07-05 00:34:52 main:574] : INFO : Epoch 1894 | loss: 0.030992 | val_loss: 0.0312992 | Time: 2842.39 ms [2021-07-05 00:34:55 main:574] : INFO : Epoch 1895 | loss: 0.0309844 | val_loss: 0.0312991 | Time: 2766.67 ms [2021-07-05 00:34:57 main:574] : INFO : Epoch 1896 | loss: 0.0309759 | val_loss: 0.0313219 | Time: 2768.82 ms [2021-07-05 00:35:00 main:574] : INFO : Epoch 1897 | loss: 0.0309785 | val_loss: 0.0313347 | Time: 2774.71 ms [2021-07-05 00:35:03 main:574] : INFO : Epoch 1898 | loss: 0.0309903 | val_loss: 0.0313194 | Time: 2858.19 ms [2021-07-05 00:35:06 main:574] : INFO : Epoch 1899 | loss: 0.0309918 | val_loss: 0.0313178 | Time: 2779.49 ms [2021-07-05 00:35:09 main:574] : INFO : Epoch 1900 | loss: 0.0310002 | val_loss: 0.031289 | Time: 2812.77 ms [2021-07-05 00:35:11 main:574] : INFO : Epoch 1901 | loss: 0.0310003 | val_loss: 0.031306 | Time: 2807.93 ms [2021-07-05 00:35:14 main:574] : INFO : Epoch 1902 | loss: 0.0309953 | val_loss: 0.031286 | Time: 2816.45 ms [2021-07-05 00:35:17 main:574] : INFO : Epoch 1903 | loss: 0.0309957 | val_loss: 0.0313106 | Time: 2727.77 ms [2021-07-05 00:35:20 main:574] : INFO : Epoch 1904 | loss: 0.0310007 | val_loss: 0.0313031 | Time: 2814.66 ms [2021-07-05 00:35:23 main:574] : INFO : Epoch 1905 | loss: 0.0310119 | val_loss: 0.0312971 | Time: 2764.8 ms [2021-07-05 00:35:25 main:574] : INFO : Epoch 1906 | loss: 0.0309962 | val_loss: 0.0313167 | Time: 2783.41 ms [2021-07-05 00:35:28 main:574] : INFO : Epoch 1907 | loss: 0.031 | val_loss: 0.031308 | Time: 2798.57 ms [2021-07-05 00:35:31 main:574] : INFO : Epoch 1908 | loss: 0.031005 | val_loss: 0.0312878 | Time: 2841.72 ms [2021-07-05 00:35:34 main:574] : INFO : Epoch 1909 | loss: 0.0310062 | val_loss: 0.0313498 | Time: 2832.08 ms [2021-07-05 00:35:37 main:574] : INFO : Epoch 1910 | loss: 0.0310986 | val_loss: 0.031229 | Time: 2785.38 ms [2021-07-05 00:35:40 main:574] : INFO : Epoch 1911 | loss: 0.0311615 | val_loss: 0.0312151 | Time: 2789.35 ms [2021-07-05 00:35:42 main:574] : INFO : Epoch 1912 | loss: 0.0311449 | val_loss: 0.0312241 | Time: 2791.97 ms [2021-07-05 00:35:45 main:574] : INFO : Epoch 1913 | loss: 0.0311283 | val_loss: 0.0312273 | Time: 2775.06 ms [2021-07-05 00:35:48 main:574] : INFO : Epoch 1914 | loss: 0.0311166 | val_loss: 0.0312337 | Time: 2812.45 ms [2021-07-05 00:35:51 main:574] : INFO : Epoch 1915 | loss: 0.0311061 | val_loss: 0.0312291 | Time: 2810.82 ms [2021-07-05 00:35:54 main:574] : INFO : Epoch 1916 | loss: 0.0310952 | val_loss: 0.0312377 | Time: 2804.3 ms [2021-07-05 00:35:56 main:574] : INFO : Epoch 1917 | loss: 0.0310812 | val_loss: 0.0312512 | Time: 2768.95 ms [2021-07-05 00:35:59 main:574] : INFO : Epoch 1918 | loss: 0.0310726 | val_loss: 0.0312583 | Time: 2817.66 ms [2021-07-05 00:36:02 main:574] : INFO : Epoch 1919 | loss: 0.0310644 | val_loss: 0.0312562 | Time: 2798 ms [2021-07-05 00:36:05 main:574] : INFO : Epoch 1920 | loss: 0.0310562 | val_loss: 0.0312936 | Time: 2806.45 ms [2021-07-05 00:36:08 main:574] : INFO : Epoch 1921 | loss: 0.0310464 | val_loss: 0.0312674 | Time: 2807.28 ms [2021-07-05 00:36:10 main:574] : INFO : Epoch 1922 | loss: 0.0310432 | val_loss: 0.0312811 | Time: 2843.35 ms [2021-07-05 00:36:13 main:574] : INFO : Epoch 1923 | loss: 0.0310323 | val_loss: 0.0312814 | Time: 2844.77 ms [2021-07-05 00:36:16 main:574] : INFO : Epoch 1924 | loss: 0.0310328 | val_loss: 0.0312623 | Time: 2807.15 ms [2021-07-05 00:36:19 main:574] : INFO : Epoch 1925 | loss: 0.0310258 | val_loss: 0.0312991 | Time: 2808.06 ms [2021-07-05 00:36:22 main:574] : INFO : Epoch 1926 | loss: 0.031014 | val_loss: 0.0313148 | Time: 2835.03 ms [2021-07-05 00:36:24 main:574] : INFO : Epoch 1927 | loss: 0.031008 | val_loss: 0.0312782 | Time: 2770.64 ms [2021-07-05 00:36:27 main:574] : INFO : Epoch 1928 | loss: 0.0310109 | val_loss: 0.0313011 | Time: 2796.6 ms [2021-07-05 00:36:30 main:574] : INFO : Epoch 1929 | loss: 0.0310079 | val_loss: 0.0313068 | Time: 2813.85 ms [2021-07-05 00:36:33 main:574] : INFO : Epoch 1930 | loss: 0.0310163 | val_loss: 0.0312968 | Time: 2756.6 ms [2021-07-05 00:36:36 main:574] : INFO : Epoch 1931 | loss: 0.0310158 | val_loss: 0.0313162 | Time: 2789.28 ms [2021-07-05 00:36:39 main:574] : INFO : Epoch 1932 | loss: 0.0310011 | val_loss: 0.0313237 | Time: 2821.33 ms [2021-07-05 00:36:41 main:574] : INFO : Epoch 1933 | loss: 0.0309977 | val_loss: 0.0312781 | Time: 2759.86 ms [2021-07-05 00:36:44 main:574] : INFO : Epoch 1934 | loss: 0.0310019 | val_loss: 0.0312759 | Time: 2790.09 ms [2021-07-05 00:36:47 main:574] : INFO : Epoch 1935 | loss: 0.0310009 | val_loss: 0.0312971 | Time: 2792.13 ms [2021-07-05 00:36:50 main:574] : INFO : Epoch 1936 | loss: 0.0310037 | val_loss: 0.0313039 | Time: 2770.32 ms [2021-07-05 00:36:52 main:574] : INFO : Epoch 1937 | loss: 0.0310029 | val_loss: 0.031284 | Time: 2769.23 ms [2021-07-05 00:36:55 main:574] : INFO : Epoch 1938 | loss: 0.0310105 | val_loss: 0.0312983 | Time: 2819.02 ms [2021-07-05 00:36:58 main:574] : INFO : Epoch 1939 | loss: 0.0310069 | val_loss: 0.0313111 | Time: 2738.63 ms [2021-07-05 00:37:01 main:574] : INFO : Epoch 1940 | loss: 0.030992 | val_loss: 0.0313215 | Time: 2858.14 ms [2021-07-05 00:37:04 main:574] : INFO : Epoch 1941 | loss: 0.0309941 | val_loss: 0.0313131 | Time: 2778.83 ms [2021-07-05 00:37:06 main:574] : INFO : Epoch 1942 | loss: 0.0309962 | val_loss: 0.0312821 | Time: 2789.3 ms [2021-07-05 00:37:09 main:574] : INFO : Epoch 1943 | loss: 0.030994 | val_loss: 0.0312932 | Time: 2786.01 ms [2021-07-05 00:37:12 main:574] : INFO : Epoch 1944 | loss: 0.0309935 | val_loss: 0.0313122 | Time: 2828.01 ms [2021-07-05 00:37:15 main:574] : INFO : Epoch 1945 | loss: 0.0309987 | val_loss: 0.0312907 | Time: 2825.27 ms [2021-07-05 00:37:18 main:574] : INFO : Epoch 1946 | loss: 0.0310016 | val_loss: 0.0313225 | Time: 2766 ms [2021-07-05 00:37:20 main:574] : INFO : Epoch 1947 | loss: 0.0309942 | val_loss: 0.0313101 | Time: 2802.73 ms [2021-07-05 00:37:23 main:574] : INFO : Epoch 1948 | loss: 0.0309909 | val_loss: 0.0313229 | Time: 2829.92 ms [2021-07-05 00:37:26 main:574] : INFO : Epoch 1949 | loss: 0.031 | val_loss: 0.0312994 | Time: 2819.09 ms [2021-07-05 00:37:29 main:574] : INFO : Epoch 1950 | loss: 0.0309946 | val_loss: 0.0313137 | Time: 2792.32 ms [2021-07-05 00:37:32 main:574] : INFO : Epoch 1951 | loss: 0.0309928 | val_loss: 0.0312906 | Time: 2786.07 ms [2021-07-05 00:37:35 main:574] : INFO : Epoch 1952 | loss: 0.0310009 | val_loss: 0.0313331 | Time: 2804.85 ms [2021-07-05 00:37:37 main:574] : INFO : Epoch 1953 | loss: 0.0309905 | val_loss: 0.0312917 | Time: 2785.42 ms [2021-07-05 00:37:40 main:574] : INFO : Epoch 1954 | loss: 0.0309978 | val_loss: 0.0312886 | Time: 2780.51 ms [2021-07-05 00:37:43 main:574] : INFO : Epoch 1955 | loss: 0.030992 | val_loss: 0.0312923 | Time: 2802.84 ms [2021-07-05 00:37:46 main:574] : INFO : Epoch 1956 | loss: 0.0309953 | val_loss: 0.0313299 | Time: 2798.36 ms [2021-07-05 00:37:49 main:574] : INFO : Epoch 1957 | loss: 0.0309835 | val_loss: 0.031352 | Time: 2764.32 ms [2021-07-05 00:37:51 main:574] : INFO : Epoch 1958 | loss: 0.0309869 | val_loss: 0.0312931 | Time: 2776.19 ms [2021-07-05 00:37:54 main:574] : INFO : Epoch 1959 | loss: 0.0309981 | val_loss: 0.0312732 | Time: 2807.04 ms [2021-07-05 00:37:57 main:574] : INFO : Epoch 1960 | loss: 0.0309973 | val_loss: 0.0313147 | Time: 2819.12 ms [2021-07-05 00:38:00 main:574] : INFO : Epoch 1961 | loss: 0.0309959 | val_loss: 0.0313056 | Time: 2808.19 ms [2021-07-05 00:38:03 main:574] : INFO : Epoch 1962 | loss: 0.0310058 | val_loss: 0.0313159 | Time: 2841.5 ms [2021-07-05 00:38:05 main:574] : INFO : Epoch 1963 | loss: 0.0309971 | val_loss: 0.0313182 | Time: 2763.45 ms [2021-07-05 00:38:08 main:574] : INFO : Epoch 1964 | loss: 0.0309914 | val_loss: 0.0312998 | Time: 2854.79 ms [2021-07-05 00:38:11 main:574] : INFO : Epoch 1965 | loss: 0.0309923 | val_loss: 0.0313052 | Time: 2804.48 ms [2021-07-05 00:38:14 main:574] : INFO : Epoch 1966 | loss: 0.0310099 | val_loss: 0.0313266 | Time: 2835.44 ms [2021-07-05 00:38:17 main:574] : INFO : Epoch 1967 | loss: 0.0310185 | val_loss: 0.0312768 | Time: 2778.32 ms [2021-07-05 00:38:19 main:574] : INFO : Epoch 1968 | loss: 0.0310195 | val_loss: 0.0313218 | Time: 2819.86 ms [2021-07-05 00:38:22 main:574] : INFO : Epoch 1969 | loss: 0.0310106 | val_loss: 0.0313315 | Time: 2824.42 ms [2021-07-05 00:38:25 main:574] : INFO : Epoch 1970 | loss: 0.0310089 | val_loss: 0.0313191 | Time: 2817.53 ms [2021-07-05 00:38:28 main:574] : INFO : Epoch 1971 | loss: 0.0309935 | val_loss: 0.0313211 | Time: 2803.05 ms [2021-07-05 00:38:31 main:574] : INFO : Epoch 1972 | loss: 0.0309881 | val_loss: 0.0312892 | Time: 2804.75 ms [2021-07-05 00:38:34 main:574] : INFO : Epoch 1973 | loss: 0.0310016 | val_loss: 0.0312868 | Time: 2811.17 ms [2021-07-05 00:38:36 main:574] : INFO : Epoch 1974 | loss: 0.0309918 | val_loss: 0.0313248 | Time: 2836.43 ms [2021-07-05 00:38:39 main:574] : INFO : Epoch 1975 | loss: 0.0309879 | val_loss: 0.0313299 | Time: 2799.7 ms [2021-07-05 00:38:42 main:574] : INFO : Epoch 1976 | loss: 0.0309956 | val_loss: 0.0313094 | Time: 2813.98 ms [2021-07-05 00:38:45 main:574] : INFO : Epoch 1977 | loss: 0.0309949 | val_loss: 0.0313047 | Time: 2778.48 ms [2021-07-05 00:38:48 main:574] : INFO : Epoch 1978 | loss: 0.0309875 | val_loss: 0.0313277 | Time: 2830.84 ms [2021-07-05 00:38:50 main:574] : INFO : Epoch 1979 | loss: 0.0309898 | val_loss: 0.0313223 | Time: 2784.48 ms [2021-07-05 00:38:53 main:574] : INFO : Epoch 1980 | loss: 0.0309942 | val_loss: 0.0313037 | Time: 2828.79 ms [2021-07-05 00:38:56 main:574] : INFO : Epoch 1981 | loss: 0.030999 | val_loss: 0.0312848 | Time: 2765.24 ms [2021-07-05 00:38:59 main:574] : INFO : Epoch 1982 | loss: 0.0309964 | val_loss: 0.0313007 | Time: 2812.86 ms [2021-07-05 00:39:02 main:574] : INFO : Epoch 1983 | loss: 0.0309902 | val_loss: 0.031314 | Time: 2786.31 ms [2021-07-05 00:39:04 main:574] : INFO : Epoch 1984 | loss: 0.030988 | val_loss: 0.0313174 | Time: 2831.07 ms [2021-07-05 00:39:07 main:574] : INFO : Epoch 1985 | loss: 0.0309847 | val_loss: 0.0313469 | Time: 2816.42 ms [2021-07-05 00:39:10 main:574] : INFO : Epoch 1986 | loss: 0.0309928 | val_loss: 0.0313176 | Time: 2826.2 ms [2021-07-05 00:39:13 main:574] : INFO : Epoch 1987 | loss: 0.0309908 | val_loss: 0.0312931 | Time: 2810.13 ms [2021-07-05 00:39:16 main:574] : INFO : Epoch 1988 | loss: 0.0309882 | val_loss: 0.0313084 | Time: 2801.35 ms [2021-07-05 00:39:19 main:574] : INFO : Epoch 1989 | loss: 0.0309918 | val_loss: 0.0313206 | Time: 2754.26 ms [2021-07-05 00:39:21 main:574] : INFO : Epoch 1990 | loss: 0.0309922 | val_loss: 0.0313237 | Time: 2815.76 ms [2021-07-05 00:39:24 main:574] : INFO : Epoch 1991 | loss: 0.0310041 | val_loss: 0.0312695 | Time: 2803.45 ms [2021-07-05 00:39:27 main:574] : INFO : Epoch 1992 | loss: 0.031 | val_loss: 0.031298 | Time: 2800.42 ms [2021-07-05 00:39:30 main:574] : INFO : Epoch 1993 | loss: 0.030991 | val_loss: 0.0313137 | Time: 2800.67 ms [2021-07-05 00:39:32 main:574] : INFO : Epoch 1994 | loss: 0.0309985 | val_loss: 0.0312994 | Time: 2756.68 ms [2021-07-05 00:39:35 main:574] : INFO : Epoch 1995 | loss: 0.0309958 | val_loss: 0.0313017 | Time: 2802.64 ms [2021-07-05 00:39:38 main:574] : INFO : Epoch 1996 | loss: 0.0309871 | val_loss: 0.0313434 | Time: 2862.27 ms [2021-07-05 00:39:41 main:574] : INFO : Epoch 1997 | loss: 0.0309883 | val_loss: 0.0313276 | Time: 2808.85 ms [2021-07-05 00:39:44 main:574] : INFO : Epoch 1998 | loss: 0.0309964 | val_loss: 0.0313042 | Time: 2811.13 ms [2021-07-05 00:39:47 main:574] : INFO : Epoch 1999 | loss: 0.0309883 | val_loss: 0.0313125 | Time: 2806.44 ms [2021-07-05 00:39:49 main:574] : INFO : Epoch 2000 | loss: 0.0309871 | val_loss: 0.0313146 | Time: 2766.74 ms [2021-07-05 00:39:52 main:574] : INFO : Epoch 2001 | loss: 0.0309774 | val_loss: 0.0313189 | Time: 2760.05 ms [2021-07-05 00:39:55 main:574] : INFO : Epoch 2002 | loss: 0.030981 | val_loss: 0.0312896 | Time: 2788.23 ms [2021-07-05 00:39:58 main:574] : INFO : Epoch 2003 | loss: 0.0309875 | val_loss: 0.0312974 | Time: 2804.1 ms [2021-07-05 00:40:01 main:574] : INFO : Epoch 2004 | loss: 0.0309898 | val_loss: 0.0313017 | Time: 2844.5 ms [2021-07-05 00:40:03 main:574] : INFO : Epoch 2005 | loss: 0.0309983 | val_loss: 0.0312799 | Time: 2797.41 ms [2021-07-05 00:40:06 main:574] : INFO : Epoch 2006 | loss: 0.0309971 | val_loss: 0.0312795 | Time: 2796.74 ms [2021-07-05 00:40:09 main:574] : INFO : Epoch 2007 | loss: 0.0310013 | val_loss: 0.0312986 | Time: 2797.26 ms [2021-07-05 00:40:12 main:574] : INFO : Epoch 2008 | loss: 0.0310094 | val_loss: 0.0313225 | Time: 2821.41 ms [2021-07-05 00:40:15 main:574] : INFO : Epoch 2009 | loss: 0.0309922 | val_loss: 0.0313118 | Time: 2803.52 ms [2021-07-05 00:40:17 main:574] : INFO : Epoch 2010 | loss: 0.0309884 | val_loss: 0.0313236 | Time: 2804.65 ms [2021-07-05 00:40:20 main:574] : INFO : Epoch 2011 | loss: 0.030991 | val_loss: 0.0313197 | Time: 2814.54 ms [2021-07-05 00:40:23 main:574] : INFO : Epoch 2012 | loss: 0.0309853 | val_loss: 0.0313243 | Time: 2839.75 ms [2021-07-05 00:40:26 main:574] : INFO : Epoch 2013 | loss: 0.0309864 | val_loss: 0.031315 | Time: 2804.73 ms [2021-07-05 00:40:29 main:574] : INFO : Epoch 2014 | loss: 0.0309836 | val_loss: 0.0313184 | Time: 2782.37 ms [2021-07-05 00:40:32 main:574] : INFO : Epoch 2015 | loss: 0.0309839 | val_loss: 0.0313134 | Time: 2790.69 ms [2021-07-05 00:40:34 main:574] : INFO : Epoch 2016 | loss: 0.0309901 | val_loss: 0.0313082 | Time: 2848.92 ms [2021-07-05 00:40:37 main:574] : INFO : Epoch 2017 | loss: 0.0309953 | val_loss: 0.0313155 | Time: 2774.25 ms [2021-07-05 00:40:40 main:574] : INFO : Epoch 2018 | loss: 0.0309895 | val_loss: 0.0313275 | Time: 2819.92 ms [2021-07-05 00:40:43 main:574] : INFO : Epoch 2019 | loss: 0.0309876 | val_loss: 0.031334 | Time: 2842.34 ms [2021-07-05 00:40:46 main:574] : INFO : Epoch 2020 | loss: 0.0309923 | val_loss: 0.0313414 | Time: 2841.63 ms [2021-07-05 00:40:49 main:574] : INFO : Epoch 2021 | loss: 0.0309913 | val_loss: 0.0312981 | Time: 2808.62 ms [2021-07-05 00:40:51 main:574] : INFO : Epoch 2022 | loss: 0.0309888 | val_loss: 0.031326 | Time: 2810.39 ms [2021-07-05 00:40:54 main:574] : INFO : Epoch 2023 | loss: 0.030987 | val_loss: 0.0313322 | Time: 2794.53 ms [2021-07-05 00:40:57 main:574] : INFO : Epoch 2024 | loss: 0.0309854 | val_loss: 0.0313357 | Time: 2806.57 ms [2021-07-05 00:41:00 main:574] : INFO : Epoch 2025 | loss: 0.0309956 | val_loss: 0.0313099 | Time: 2780.94 ms [2021-07-05 00:41:03 main:574] : INFO : Epoch 2026 | loss: 0.0309918 | val_loss: 0.0313167 | Time: 2834.83 ms [2021-07-05 00:41:05 main:574] : INFO : Epoch 2027 | loss: 0.0310018 | val_loss: 0.0313263 | Time: 2778.9 ms [2021-07-05 00:41:08 main:574] : INFO : Epoch 2028 | loss: 0.0309824 | val_loss: 0.0313319 | Time: 2813.85 ms [2021-07-05 00:41:11 main:574] : INFO : Epoch 2029 | loss: 0.0310042 | val_loss: 0.03129 | Time: 2825.96 ms [2021-07-05 00:41:14 main:574] : INFO : Epoch 2030 | loss: 0.0310294 | val_loss: 0.0312812 | Time: 2846.18 ms [2021-07-05 00:41:17 main:574] : INFO : Epoch 2031 | loss: 0.0309991 | val_loss: 0.0313087 | Time: 2773.01 ms [2021-07-05 00:41:19 main:574] : INFO : Epoch 2032 | loss: 0.0309893 | val_loss: 0.0313241 | Time: 2820.78 ms [2021-07-05 00:41:22 main:574] : INFO : Epoch 2033 | loss: 0.03099 | val_loss: 0.0313223 | Time: 2785.09 ms [2021-07-05 00:41:25 main:574] : INFO : Epoch 2034 | loss: 0.0309869 | val_loss: 0.0312985 | Time: 2814.94 ms [2021-07-05 00:41:28 main:574] : INFO : Epoch 2035 | loss: 0.0309884 | val_loss: 0.0313414 | Time: 2800.05 ms [2021-07-05 00:41:31 main:574] : INFO : Epoch 2036 | loss: 0.030979 | val_loss: 0.0313466 | Time: 2826.33 ms [2021-07-05 00:41:33 main:574] : INFO : Epoch 2037 | loss: 0.0309755 | val_loss: 0.0313353 | Time: 2771.69 ms [2021-07-05 00:41:36 main:574] : INFO : Epoch 2038 | loss: 0.0309827 | val_loss: 0.0313318 | Time: 2806.12 ms [2021-07-05 00:41:39 main:574] : INFO : Epoch 2039 | loss: 0.0309832 | val_loss: 0.0312944 | Time: 2801.13 ms [2021-07-05 00:41:42 main:574] : INFO : Epoch 2040 | loss: 0.0309958 | val_loss: 0.0312849 | Time: 2791.93 ms [2021-07-05 00:41:45 main:574] : INFO : Epoch 2041 | loss: 0.0310101 | val_loss: 0.0313024 | Time: 2802.53 ms [2021-07-05 00:41:48 main:574] : INFO : Epoch 2042 | loss: 0.0310066 | val_loss: 0.0312902 | Time: 2803.73 ms [2021-07-05 00:41:50 main:574] : INFO : Epoch 2043 | loss: 0.0309897 | val_loss: 0.031311 | Time: 2784.44 ms [2021-07-05 00:41:53 main:574] : INFO : Epoch 2044 | loss: 0.0309823 | val_loss: 0.0313094 | Time: 2815.99 ms [2021-07-05 00:41:56 main:574] : INFO : Epoch 2045 | loss: 0.0309812 | val_loss: 0.0312936 | Time: 2807.06 ms [2021-07-05 00:41:59 main:574] : INFO : Epoch 2046 | loss: 0.0309798 | val_loss: 0.0313066 | Time: 2850.52 ms [2021-07-05 00:42:02 main:574] : INFO : Epoch 2047 | loss: 0.0309896 | val_loss: 0.031314 | Time: 2822.49 ms [2021-07-05 00:42:04 main:574] : INFO : Epoch 2048 | loss: 0.0309901 | val_loss: 0.0313122 | Time: 2805.16 ms [2021-07-05 00:42:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313122 [2021-07-05 00:42:04 main:603] : INFO : Saving end state to config to file [2021-07-05 00:42:04 main:608] : INFO : Success, exiting.. 00:42:04 (11888): 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)