Task 14548698
| Name | ParityModified-1647046561-6818-3-0_0 |
| Workunit | 11575013 |
| Created | 8 Apr 2022, 5:57:45 UTC |
| Sent | 11 Apr 2022, 0:32:13 UTC |
| Report deadline | 19 Apr 2022, 0:32:13 UTC |
| Received | 22 Apr 2022, 0:56:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13905 |
| Run time | 57 min 49 sec |
| CPU time | 53 min 36 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 4,572.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1670 | loss: 0.0310958 | val_loss: 0.0311531 | Time: 1599.18 ms
[2022-04-11 20:45:02 main:574] : INFO : Epoch 1671 | loss: 0.0311011 | val_loss: 0.0311569 | Time: 1573.78 ms
[2022-04-11 20:45:04 main:574] : INFO : Epoch 1672 | loss: 0.031098 | val_loss: 0.0311531 | Time: 1594.96 ms
[2022-04-11 20:45:05 main:574] : INFO : Epoch 1673 | loss: 0.0310956 | val_loss: 0.0311515 | Time: 1593.01 ms
[2022-04-11 20:45:07 main:574] : INFO : Epoch 1674 | loss: 0.0310951 | val_loss: 0.0311482 | Time: 1608.94 ms
[2022-04-11 20:45:08 main:574] : INFO : Epoch 1675 | loss: 0.0310963 | val_loss: 0.0311541 | Time: 1605.05 ms
[2022-04-11 20:45:10 main:574] : INFO : Epoch 1676 | loss: 0.0310965 | val_loss: 0.0311494 | Time: 1587.46 ms
[2022-04-11 20:45:12 main:574] : INFO : Epoch 1677 | loss: 0.0310968 | val_loss: 0.0311465 | Time: 1623.76 ms
[2022-04-11 20:45:13 main:574] : INFO : Epoch 1678 | loss: 0.0310952 | val_loss: 0.0311537 | Time: 1592.58 ms
[2022-04-11 20:45:15 main:574] : INFO : Epoch 1679 | loss: 0.031095 | val_loss: 0.0311503 | Time: 1596.99 ms
[2022-04-11 20:45:17 main:574] : INFO : Epoch 1680 | loss: 0.0310934 | val_loss: 0.0311571 | Time: 1625.48 ms
[2022-04-11 20:45:18 main:574] : INFO : Epoch 1681 | loss: 0.0310963 | val_loss: 0.0311532 | Time: 1608.52 ms
[2022-04-11 20:45:20 main:574] : INFO : Epoch 1682 | loss: 0.0310943 | val_loss: 0.0311525 | Time: 1615.7 ms
[2022-04-11 20:45:22 main:574] : INFO : Epoch 1683 | loss: 0.0310928 | val_loss: 0.031154 | Time: 1794.17 ms
[2022-04-11 20:45:23 main:574] : INFO : Epoch 1684 | loss: 0.0310958 | val_loss: 0.0311585 | Time: 1618.25 ms
[2022-04-11 20:45:25 main:574] : INFO : Epoch 1685 | loss: 0.0311026 | val_loss: 0.031159 | Time: 1618.19 ms
[2022-04-11 20:45:26 main:574] : INFO : Epoch 1686 | loss: 0.0311005 | val_loss: 0.0311536 | Time: 1619.6 ms
[2022-04-11 20:45:28 main:574] : INFO : Epoch 1687 | loss: 0.0310982 | val_loss: 0.0311513 | Time: 1596.64 ms
[2022-04-11 20:45:30 main:574] : INFO : Epoch 1688 | loss: 0.0311004 | val_loss: 0.0311526 | Time: 1588.73 ms
[2022-04-11 20:45:31 main:574] : INFO : Epoch 1689 | loss: 0.0311005 | val_loss: 0.031145 | Time: 1601.55 ms
[2022-04-11 20:45:33 main:574] : INFO : Epoch 1690 | loss: 0.0310959 | val_loss: 0.0311557 | Time: 1606.77 ms
[2022-04-11 20:45:34 main:574] : INFO : Epoch 1691 | loss: 0.0310959 | val_loss: 0.0311479 | Time: 1594.59 ms
[2022-04-11 20:45:36 main:574] : INFO : Epoch 1692 | loss: 0.0310971 | val_loss: 0.0311474 | Time: 1584.54 ms
[2022-04-11 20:45:38 main:574] : INFO : Epoch 1693 | loss: 0.0310954 | val_loss: 0.031149 | Time: 1605.4 ms
[2022-04-11 20:45:39 main:574] : INFO : Epoch 1694 | loss: 0.0310946 | val_loss: 0.0311555 | Time: 1593.56 ms
[2022-04-11 20:45:41 main:574] : INFO : Epoch 1695 | loss: 0.0310988 | val_loss: 0.0311557 | Time: 1613.14 ms
[2022-04-11 20:45:42 main:574] : INFO : Epoch 1696 | loss: 0.0310968 | val_loss: 0.0311516 | Time: 1600.72 ms
[2022-04-11 20:45:44 main:574] : INFO : Epoch 1697 | loss: 0.0310954 | val_loss: 0.0311512 | Time: 1578.04 ms
[2022-04-11 20:45:46 main:574] : INFO : Epoch 1698 | loss: 0.031096 | val_loss: 0.0311513 | Time: 1612.27 ms
[2022-04-11 20:45:47 main:574] : INFO : Epoch 1699 | loss: 0.031098 | val_loss: 0.0311534 | Time: 1665.18 ms
[2022-04-11 20:45:49 main:574] : INFO : Epoch 1700 | loss: 0.0310962 | val_loss: 0.031154 | Time: 1636.38 ms
[2022-04-11 20:45:51 main:574] : INFO : Epoch 1701 | loss: 0.0310968 | val_loss: 0.0311456 | Time: 1620.36 ms
[2022-04-11 20:45:52 main:574] : INFO : Epoch 1702 | loss: 0.031098 | val_loss: 0.0311496 | Time: 1644.08 ms
[2022-04-11 20:45:54 main:574] : INFO : Epoch 1703 | loss: 0.0310987 | val_loss: 0.0311584 | Time: 1591.3 ms
[2022-04-11 20:45:55 main:574] : INFO : Epoch 1704 | loss: 0.0311012 | val_loss: 0.0311615 | Time: 1592.23 ms
[2022-04-11 20:45:57 main:574] : INFO : Epoch 1705 | loss: 0.0311018 | val_loss: 0.0311824 | Time: 1616.57 ms
[2022-04-11 20:45:59 main:574] : INFO : Epoch 1706 | loss: 0.031125 | val_loss: 0.0311987 | Time: 1604.11 ms
[2022-04-11 20:46:00 main:574] : INFO : Epoch 1707 | loss: 0.031439 | val_loss: 0.0320215 | Time: 1599.82 ms
[2022-04-11 20:46:02 main:574] : INFO : Epoch 1708 | loss: 0.034237 | val_loss: 0.0322385 | Time: 1576.36 ms
[2022-04-11 20:46:03 main:574] : INFO : Epoch 1709 | loss: 0.0318084 | val_loss: 0.0314277 | Time: 1615.1 ms
[2022-04-11 20:46:05 main:574] : INFO : Epoch 1710 | loss: 0.0312714 | val_loss: 0.0311715 | Time: 1595.9 ms
[2022-04-11 20:46:07 main:574] : INFO : Epoch 1711 | loss: 0.0311386 | val_loss: 0.0311615 | Time: 1597.23 ms
[2022-04-11 20:46:08 main:574] : INFO : Epoch 1712 | loss: 0.0311164 | val_loss: 0.0311516 | Time: 1600.64 ms
[2022-04-11 20:46:10 main:574] : INFO : Epoch 1713 | loss: 0.0311102 | val_loss: 0.0311557 | Time: 1592.22 ms
[2022-04-11 20:46:11 main:574] : INFO : Epoch 1714 | loss: 0.0311014 | val_loss: 0.0311571 | Time: 1597.18 ms
[2022-04-11 20:46:13 main:574] : INFO : Epoch 1715 | loss: 0.0311033 | val_loss: 0.031166 | Time: 1606.11 ms
[2022-04-11 20:46:15 main:574] : INFO : Epoch 1716 | loss: 0.0311032 | val_loss: 0.0311509 | Time: 1606.26 ms
[2022-04-11 20:46:16 main:574] : INFO : Epoch 1717 | loss: 0.031103 | val_loss: 0.0311592 | Time: 1589.77 ms
[2022-04-11 20:46:18 main:574] : INFO : Epoch 1718 | loss: 0.0311008 | val_loss: 0.031155 | Time: 1614.08 ms
[2022-04-11 20:46:20 main:574] : INFO : Epoch 1719 | loss: 0.0311004 | val_loss: 0.0311599 | Time: 1629.54 ms
[2022-04-11 20:46:21 main:574] : INFO : Epoch 1720 | loss: 0.0310982 | val_loss: 0.0311551 | Time: 1607.67 ms
[2022-04-11 20:46:23 main:574] : INFO : Epoch 1721 | loss: 0.0310939 | val_loss: 0.0311577 | Time: 1583.81 ms
[2022-04-11 20:46:24 main:574] : INFO : Epoch 1722 | loss: 0.0310956 | val_loss: 0.0311553 | Time: 1576.45 ms
[2022-04-11 20:46:26 main:574] : INFO : Epoch 1723 | loss: 0.0310944 | val_loss: 0.0311601 | Time: 1581.27 ms
[2022-04-11 20:46:28 main:574] : INFO : Epoch 1724 | loss: 0.0310956 | val_loss: 0.0311528 | Time: 1645.11 ms
[2022-04-11 20:46:29 main:574] : INFO : Epoch 1725 | loss: 0.0310969 | val_loss: 0.0311542 | Time: 1601.2 ms
[2022-04-11 20:46:31 main:574] : INFO : Epoch 1726 | loss: 0.0310997 | val_loss: 0.0311573 | Time: 1607.93 ms
[2022-04-11 20:46:32 main:574] : INFO : Epoch 1727 | loss: 0.0310972 | val_loss: 0.0311573 | Time: 1599.47 ms
[2022-04-11 20:46:34 main:574] : INFO : Epoch 1728 | loss: 0.0310986 | val_loss: 0.0311539 | Time: 1607.05 ms
[2022-04-11 20:46:36 main:574] : INFO : Epoch 1729 | loss: 0.0310955 | val_loss: 0.0311526 | Time: 1601.31 ms
[2022-04-11 20:46:37 main:574] : INFO : Epoch 1730 | loss: 0.0310954 | val_loss: 0.0311555 | Time: 1597.82 ms
[2022-04-11 20:46:39 main:574] : INFO : Epoch 1731 | loss: 0.0311073 | val_loss: 0.031149 | Time: 1634.66 ms
[2022-04-11 20:46:40 main:574] : INFO : Epoch 1732 | loss: 0.0311015 | val_loss: 0.0311503 | Time: 1590.4 ms
[2022-04-11 20:46:42 main:574] : INFO : Epoch 1733 | loss: 0.0311012 | val_loss: 0.0311546 | Time: 1599.4 ms
[2022-04-11 20:46:44 main:574] : INFO : Epoch 1734 | loss: 0.0311167 | val_loss: 0.031147 | Time: 1602.05 ms
[2022-04-11 20:46:45 main:574] : INFO : Epoch 1735 | loss: 0.0311132 | val_loss: 0.0311478 | Time: 1583.13 ms
[2022-04-11 20:46:47 main:574] : INFO : Epoch 1736 | loss: 0.031107 | val_loss: 0.0311455 | Time: 1578.08 ms
[2022-04-11 20:46:48 main:574] : INFO : Epoch 1737 | loss: 0.0311072 | val_loss: 0.0311488 | Time: 1603.87 ms
[2022-04-11 20:46:50 main:574] : INFO : Epoch 1738 | loss: 0.0311019 | val_loss: 0.0311508 | Time: 1587.82 ms
[2022-04-11 20:46:52 main:574] : INFO : Epoch 1739 | loss: 0.0311013 | val_loss: 0.0311573 | Time: 1589.13 ms
[2022-04-11 20:46:53 main:574] : INFO : Epoch 1740 | loss: 0.0311046 | val_loss: 0.0311466 | Time: 1604.24 ms
[2022-04-11 20:46:55 main:574] : INFO : Epoch 1741 | loss: 0.0311022 | val_loss: 0.0311498 | Time: 1598.83 ms
[2022-04-11 20:46:56 main:574] : INFO : Epoch 1742 | loss: 0.0310989 | val_loss: 0.0311528 | Time: 1597.06 ms
[2022-04-11 20:46:58 main:574] : INFO : Epoch 1743 | loss: 0.0310977 | val_loss: 0.0311515 | Time: 1611.02 ms
[2022-04-11 20:47:00 main:574] : INFO : Epoch 1744 | loss: 0.0310974 | val_loss: 0.0311511 | Time: 1592.05 ms
[2022-04-11 20:47:01 main:574] : INFO : Epoch 1745 | loss: 0.0310971 | val_loss: 0.0311521 | Time: 1583.6 ms
[2022-04-11 20:47:03 main:574] : INFO : Epoch 1746 | loss: 0.0310962 | val_loss: 0.0311543 | Time: 1604.5 ms
[2022-04-11 20:47:04 main:574] : INFO : Epoch 1747 | loss: 0.0310939 | val_loss: 0.0311588 | Time: 1591.31 ms
[2022-04-11 20:47:06 main:574] : INFO : Epoch 1748 | loss: 0.0310965 | val_loss: 0.0311528 | Time: 1573.91 ms
[2022-04-11 20:47:08 main:574] : INFO : Epoch 1749 | loss: 0.0310954 | val_loss: 0.0311578 | Time: 1596.92 ms
[2022-04-11 20:47:09 main:574] : INFO : Epoch 1750 | loss: 0.0310953 | val_loss: 0.0311605 | Time: 1622.08 ms
[2022-04-11 20:47:11 main:574] : INFO : Epoch 1751 | loss: 0.0310957 | val_loss: 0.0311533 | Time: 1577.1 ms
[2022-04-11 20:47:12 main:574] : INFO : Epoch 1752 | loss: 0.0310936 | val_loss: 0.0311559 | Time: 1597.95 ms
[2022-04-11 20:47:14 main:574] : INFO : Epoch 1753 | loss: 0.0310939 | val_loss: 0.0311562 | Time: 1592.69 ms
[2022-04-11 20:47:16 main:574] : INFO : Epoch 1754 | loss: 0.0310934 | val_loss: 0.0311557 | Time: 1618.4 ms
[2022-04-11 20:47:17 main:574] : INFO : Epoch 1755 | loss: 0.0310944 | val_loss: 0.0311576 | Time: 1585.67 ms
[2022-04-11 20:47:19 main:574] : INFO : Epoch 1756 | loss: 0.0310951 | val_loss: 0.0311543 | Time: 1611.5 ms
[2022-04-11 20:47:20 main:574] : INFO : Epoch 1757 | loss: 0.0310967 | val_loss: 0.0311602 | Time: 1614.73 ms
[2022-04-11 20:47:22 main:574] : INFO : Epoch 1758 | loss: 0.0310947 | val_loss: 0.0311615 | Time: 1586.87 ms
[2022-04-11 20:47:24 main:574] : INFO : Epoch 1759 | loss: 0.031094 | val_loss: 0.0311613 | Time: 1830.59 ms
[2022-04-11 20:47:26 main:574] : INFO : Epoch 1760 | loss: 0.0310936 | val_loss: 0.0311576 | Time: 1740.39 ms
[2022-04-11 20:47:27 main:574] : INFO : Epoch 1761 | loss: 0.0310919 | val_loss: 0.031155 | Time: 1763.44 ms
[2022-04-11 20:47:29 main:574] : INFO : Epoch 1762 | loss: 0.0310938 | val_loss: 0.0311545 | Time: 1748.62 ms
[2022-04-11 20:47:31 main:574] : INFO : Epoch 1763 | loss: 0.0310943 | val_loss: 0.0311544 | Time: 1749.1 ms
[2022-04-11 20:47:33 main:574] : INFO : Epoch 1764 | loss: 0.0310924 | val_loss: 0.0311561 | Time: 1751.65 ms
[2022-04-11 20:47:34 main:574] : INFO : Epoch 1765 | loss: 0.0310924 | val_loss: 0.0311661 | Time: 1733.18 ms
[2022-04-11 20:47:36 main:574] : INFO : Epoch 1766 | loss: 0.0310915 | val_loss: 0.0311598 | Time: 1718.22 ms
[2022-04-11 20:47:38 main:574] : INFO : Epoch 1767 | loss: 0.03109 | val_loss: 0.0311622 | Time: 1744.02 ms
[2022-04-11 20:47:40 main:574] : INFO : Epoch 1768 | loss: 0.0310905 | val_loss: 0.0311589 | Time: 1739.32 ms
[2022-04-11 20:47:41 main:574] : INFO : Epoch 1769 | loss: 0.0310897 | val_loss: 0.0311552 | Time: 1906.92 ms
[2022-04-11 20:47:43 main:574] : INFO : Epoch 1770 | loss: 0.0311047 | val_loss: 0.0311456 | Time: 1767.72 ms
[2022-04-11 20:47:45 main:574] : INFO : Epoch 1771 | loss: 0.0311099 | val_loss: 0.0311499 | Time: 1777.04 ms
[2022-04-11 20:47:47 main:574] : INFO : Epoch 1772 | loss: 0.0311023 | val_loss: 0.0311624 | Time: 1735.29 ms
[2022-04-11 20:47:49 main:574] : INFO : Epoch 1773 | loss: 0.0311017 | val_loss: 0.031156 | Time: 1730.5 ms
[2022-04-11 20:47:50 main:574] : INFO : Epoch 1774 | loss: 0.0311051 | val_loss: 0.0311482 | Time: 1784.15 ms
[2022-04-11 20:47:52 main:574] : INFO : Epoch 1775 | loss: 0.0310987 | val_loss: 0.0311589 | Time: 1739.08 ms
[2022-04-11 20:47:54 main:574] : INFO : Epoch 1776 | loss: 0.031097 | val_loss: 0.0311557 | Time: 1754.45 ms
[2022-04-11 20:47:56 main:574] : INFO : Epoch 1777 | loss: 0.0310973 | val_loss: 0.0311564 | Time: 1742.02 ms
[2022-04-11 20:47:57 main:574] : INFO : Epoch 1778 | loss: 0.0310944 | val_loss: 0.031161 | Time: 1743.68 ms
[2022-04-11 20:47:59 main:574] : INFO : Epoch 1779 | loss: 0.0310942 | val_loss: 0.0311587 | Time: 1907.76 ms
[2022-04-11 20:48:01 main:574] : INFO : Epoch 1780 | loss: 0.0311043 | val_loss: 0.0311535 | Time: 1733.31 ms
[2022-04-11 20:48:03 main:574] : INFO : Epoch 1781 | loss: 0.0310995 | val_loss: 0.0311582 | Time: 1729.62 ms
[2022-04-11 20:48:04 main:574] : INFO : Epoch 1782 | loss: 0.031098 | val_loss: 0.0311528 | Time: 1751.22 ms
[2022-04-11 20:48:06 main:574] : INFO : Epoch 1783 | loss: 0.0310945 | val_loss: 0.0311536 | Time: 1738.78 ms
[2022-04-11 20:48:08 main:574] : INFO : Epoch 1784 | loss: 0.0310958 | val_loss: 0.0311559 | Time: 1751.43 ms
[2022-04-11 20:48:10 main:574] : INFO : Epoch 1785 | loss: 0.0310935 | val_loss: 0.0311536 | Time: 1754.52 ms
[2022-04-11 20:48:11 main:574] : INFO : Epoch 1786 | loss: 0.0310924 | val_loss: 0.0311549 | Time: 1764.12 ms
[2022-04-11 20:48:13 main:574] : INFO : Epoch 1787 | loss: 0.0310957 | val_loss: 0.0311546 | Time: 1741.53 ms
[2022-04-11 20:48:15 main:574] : INFO : Epoch 1788 | loss: 0.0310964 | val_loss: 0.0311591 | Time: 1836.5 ms
[2022-04-11 20:48:17 main:574] : INFO : Epoch 1789 | loss: 0.0310947 | val_loss: 0.0311593 | Time: 1669.58 ms
[2022-04-11 20:48:19 main:574] : INFO : Epoch 1790 | loss: 0.0310927 | val_loss: 0.0311634 | Time: 1791.98 ms
[2022-04-11 20:48:20 main:574] : INFO : Epoch 1791 | loss: 0.0310917 | val_loss: 0.0311653 | Time: 1637.32 ms
[2022-04-11 20:48:22 main:574] : INFO : Epoch 1792 | loss: 0.0310928 | val_loss: 0.0311556 | Time: 1640.96 ms
[2022-04-11 20:48:23 main:574] : INFO : Epoch 1793 | loss: 0.0310951 | val_loss: 0.0311523 | Time: 1651.41 ms
[2022-04-11 20:48:25 main:574] : INFO : Epoch 1794 | loss: 0.0310938 | val_loss: 0.0311633 | Time: 1639.9 ms
[2022-04-11 20:48:27 main:574] : INFO : Epoch 1795 | loss: 0.0310919 | val_loss: 0.03116 | Time: 1730.55 ms
[2022-04-11 20:48:29 main:574] : INFO : Epoch 1796 | loss: 0.0310971 | val_loss: 0.0311555 | Time: 1734.22 ms
[2022-04-11 20:48:30 main:574] : INFO : Epoch 1797 | loss: 0.0310941 | val_loss: 0.0311584 | Time: 1747.54 ms
[2022-04-11 20:48:32 main:574] : INFO : Epoch 1798 | loss: 0.0310928 | val_loss: 0.0311571 | Time: 1759.35 ms
[2022-04-11 20:48:34 main:574] : INFO : Epoch 1799 | loss: 0.0310967 | val_loss: 0.0311582 | Time: 1771.68 ms
[2022-04-11 20:48:36 main:574] : INFO : Epoch 1800 | loss: 0.0310976 | val_loss: 0.0311608 | Time: 1932.75 ms
[2022-04-11 20:48:38 main:574] : INFO : Epoch 1801 | loss: 0.0310956 | val_loss: 0.031168 | Time: 1763.1 ms
[2022-04-11 20:48:39 main:574] : INFO : Epoch 1802 | loss: 0.0310973 | val_loss: 0.0311557 | Time: 1754.45 ms
[2022-04-11 20:48:41 main:574] : INFO : Epoch 1803 | loss: 0.0310967 | val_loss: 0.0311556 | Time: 1754.84 ms
[2022-04-11 20:48:43 main:574] : INFO : Epoch 1804 | loss: 0.0310929 | val_loss: 0.0311583 | Time: 1752.87 ms
[2022-04-11 20:48:45 main:574] : INFO : Epoch 1805 | loss: 0.0310961 | val_loss: 0.0311595 | Time: 1771.12 ms
[2022-04-11 20:48:46 main:574] : INFO : Epoch 1806 | loss: 0.0310955 | val_loss: 0.0311564 | Time: 1766.03 ms
[2022-04-11 20:48:48 main:574] : INFO : Epoch 1807 | loss: 0.0310913 | val_loss: 0.0311578 | Time: 1738.92 ms
[2022-04-11 20:48:50 main:574] : INFO : Epoch 1808 | loss: 0.0310972 | val_loss: 0.0311592 | Time: 1767.36 ms
[2022-04-11 20:48:52 main:574] : INFO : Epoch 1809 | loss: 0.0310993 | val_loss: 0.0311543 | Time: 1776.53 ms
[2022-04-11 20:48:54 main:574] : INFO : Epoch 1810 | loss: 0.0310993 | val_loss: 0.0311506 | Time: 1786.98 ms
[2022-04-11 20:48:55 main:574] : INFO : Epoch 1811 | loss: 0.0310981 | val_loss: 0.0311638 | Time: 1924.32 ms
[2022-04-11 20:48:57 main:574] : INFO : Epoch 1812 | loss: 0.0310936 | val_loss: 0.0311567 | Time: 1750.76 ms
[2022-04-11 20:48:59 main:574] : INFO : Epoch 1813 | loss: 0.0310917 | val_loss: 0.0311504 | Time: 1757.78 ms
[2022-04-11 20:49:01 main:574] : INFO : Epoch 1814 | loss: 0.0310948 | val_loss: 0.0311558 | Time: 1757.73 ms
[2022-04-11 20:49:02 main:574] : INFO : Epoch 1815 | loss: 0.0310933 | val_loss: 0.031155 | Time: 1759.36 ms
[2022-04-11 20:49:04 main:574] : INFO : Epoch 1816 | loss: 0.0310953 | val_loss: 0.0311561 | Time: 1762.98 ms
[2022-04-11 20:49:06 main:574] : INFO : Epoch 1817 | loss: 0.0310925 | val_loss: 0.0311615 | Time: 1751.14 ms
[2022-04-11 20:49:08 main:574] : INFO : Epoch 1818 | loss: 0.0310903 | val_loss: 0.0311518 | Time: 1740.47 ms
[2022-04-11 20:49:09 main:574] : INFO : Epoch 1819 | loss: 0.0310898 | val_loss: 0.0311537 | Time: 1734.53 ms
[2022-04-11 20:49:11 main:574] : INFO : Epoch 1820 | loss: 0.0310914 | val_loss: 0.0311605 | Time: 1748.07 ms
[2022-04-11 20:49:13 main:574] : INFO : Epoch 1821 | loss: 0.0310903 | val_loss: 0.0311564 | Time: 1900.81 ms
[2022-04-11 20:49:15 main:574] : INFO : Epoch 1822 | loss: 0.0310926 | val_loss: 0.0311595 | Time: 1759.25 ms
[2022-04-11 20:49:17 main:574] : INFO : Epoch 1823 | loss: 0.0310938 | val_loss: 0.0311614 | Time: 1749.23 ms
[2022-04-11 20:49:18 main:574] : INFO : Epoch 1824 | loss: 0.0310933 | val_loss: 0.0311568 | Time: 1764.6 ms
[2022-04-11 20:49:20 main:574] : INFO : Epoch 1825 | loss: 0.0310918 | val_loss: 0.0311559 | Time: 1736.46 ms
[2022-04-11 20:49:22 main:574] : INFO : Epoch 1826 | loss: 0.0310929 | val_loss: 0.0311535 | Time: 1731.5 ms
[2022-04-11 20:49:24 main:574] : INFO : Epoch 1827 | loss: 0.0310988 | val_loss: 0.0311569 | Time: 1730.85 ms
[2022-04-11 20:49:26 main:574] : INFO : Epoch 1828 | loss: 0.0310952 | val_loss: 0.0311508 | Time: 1760.96 ms
[2022-04-11 20:49:27 main:574] : INFO : Epoch 1829 | loss: 0.0310962 | val_loss: 0.031154 | Time: 1735.56 ms
[2022-04-11 20:49:29 main:574] : INFO : Epoch 1830 | loss: 0.0310945 | val_loss: 0.0311577 | Time: 1743.54 ms
[2022-04-11 20:49:31 main:574] : INFO : Epoch 1831 | loss: 0.0310913 | val_loss: 0.0311615 | Time: 1750.32 ms
[2022-04-11 20:49:33 main:574] : INFO : Epoch 1832 | loss: 0.0310908 | val_loss: 0.031157 | Time: 1883.63 ms
[2022-04-11 20:49:34 main:574] : INFO : Epoch 1833 | loss: 0.0310974 | val_loss: 0.0311516 | Time: 1742.07 ms
[2022-04-11 20:49:36 main:574] : INFO : Epoch 1834 | loss: 0.0311056 | val_loss: 0.0311521 | Time: 1730.4 ms
[2022-04-11 20:49:38 main:574] : INFO : Epoch 1835 | loss: 0.0310991 | val_loss: 0.0311591 | Time: 1738.86 ms
[2022-04-11 20:49:40 main:574] : INFO : Epoch 1836 | loss: 0.0310963 | val_loss: 0.0311607 | Time: 1739.42 ms
[2022-04-11 20:49:41 main:574] : INFO : Epoch 1837 | loss: 0.0310974 | val_loss: 0.0311498 | Time: 1737.27 ms
[2022-04-11 20:49:43 main:574] : INFO : Epoch 1838 | loss: 0.0310951 | val_loss: 0.0311567 | Time: 1730.18 ms
[2022-04-11 20:49:45 main:574] : INFO : Epoch 1839 | loss: 0.0310992 | val_loss: 0.0311565 | Time: 1742.23 ms
[2022-04-11 20:49:47 main:574] : INFO : Epoch 1840 | loss: 0.0310993 | val_loss: 0.0311618 | Time: 1741.75 ms
[2022-04-11 20:49:48 main:574] : INFO : Epoch 1841 | loss: 0.0310978 | val_loss: 0.0311489 | Time: 1731.46 ms
[2022-04-11 20:49:50 main:574] : INFO : Epoch 1842 | loss: 0.0310966 | val_loss: 0.031156 | Time: 1746.68 ms
[2022-04-11 20:49:52 main:574] : INFO : Epoch 1843 | loss: 0.0310932 | val_loss: 0.0311604 | Time: 1888.96 ms
[2022-04-11 20:49:54 main:574] : INFO : Epoch 1844 | loss: 0.0310937 | val_loss: 0.0311585 | Time: 1742.39 ms
[2022-04-11 20:49:55 main:574] : INFO : Epoch 1845 | loss: 0.0310925 | val_loss: 0.0311666 | Time: 1724.2 ms
[2022-04-11 20:49:57 main:574] : INFO : Epoch 1846 | loss: 0.0310934 | val_loss: 0.031166 | Time: 1735.14 ms
[2022-04-11 20:49:59 main:574] : INFO : Epoch 1847 | loss: 0.0310936 | val_loss: 0.0311551 | Time: 1730.22 ms
[2022-04-11 20:50:01 main:574] : INFO : Epoch 1848 | loss: 0.0310952 | val_loss: 0.031157 | Time: 1720.17 ms
[2022-04-11 20:50:02 main:574] : INFO : Epoch 1849 | loss: 0.0310945 | val_loss: 0.031154 | Time: 1732.9 ms
[2022-04-11 20:50:04 main:574] : INFO : Epoch 1850 | loss: 0.0310933 | val_loss: 0.0311603 | Time: 1727.1 ms
[2022-04-11 20:50:06 main:574] : INFO : Epoch 1851 | loss: 0.0310957 | val_loss: 0.0311586 | Time: 1737.14 ms
[2022-04-11 20:50:08 main:574] : INFO : Epoch 1852 | loss: 0.0310928 | val_loss: 0.0311549 | Time: 1761.68 ms
[2022-04-11 20:50:10 main:574] : INFO : Epoch 1853 | loss: 0.0310934 | val_loss: 0.0311429 | Time: 1922.27 ms
[2022-04-11 20:50:11 main:574] : INFO : Epoch 1854 | loss: 0.0310918 | val_loss: 0.0311576 | Time: 1757.43 ms
[2022-04-11 20:50:13 main:574] : INFO : Epoch 1855 | loss: 0.0310932 | val_loss: 0.0311474 | Time: 1743.77 ms
[2022-04-11 20:50:15 main:574] : INFO : Epoch 1856 | loss: 0.031096 | val_loss: 0.0311547 | Time: 1744.56 ms
[2022-04-11 20:50:17 main:574] : INFO : Epoch 1857 | loss: 0.0310971 | val_loss: 0.0311546 | Time: 1775.4 ms
[2022-04-11 20:50:18 main:574] : INFO : Epoch 1858 | loss: 0.0310955 | val_loss: 0.0311514 | Time: 1746.02 ms
[2022-04-11 20:50:20 main:574] : INFO : Epoch 1859 | loss: 0.0310962 | val_loss: 0.0311577 | Time: 1765.12 ms
[2022-04-11 20:50:22 main:574] : INFO : Epoch 1860 | loss: 0.0310939 | val_loss: 0.0311593 | Time: 1770.91 ms
[2022-04-11 20:50:24 main:574] : INFO : Epoch 1861 | loss: 0.0310934 | val_loss: 0.031159 | Time: 1755.26 ms
[2022-04-11 20:50:25 main:574] : INFO : Epoch 1862 | loss: 0.0310932 | val_loss: 0.0311674 | Time: 1748.21 ms
[2022-04-11 20:50:27 main:574] : INFO : Epoch 1863 | loss: 0.0310927 | val_loss: 0.0311602 | Time: 1914.13 ms
[2022-04-11 20:50:29 main:574] : INFO : Epoch 1864 | loss: 0.0310959 | val_loss: 0.031154 | Time: 1739.68 ms
[2022-04-11 20:50:31 main:574] : INFO : Epoch 1865 | loss: 0.0310962 | val_loss: 0.0311551 | Time: 1740.12 ms
[2022-04-11 20:50:33 main:574] : INFO : Epoch 1866 | loss: 0.0310933 | val_loss: 0.0311646 | Time: 1745 ms
[2022-04-11 20:50:34 main:574] : INFO : Epoch 1867 | loss: 0.0310962 | val_loss: 0.0311561 | Time: 1735.19 ms
[2022-04-11 20:50:36 main:574] : INFO : Epoch 1868 | loss: 0.0310989 | val_loss: 0.0311488 | Time: 1763.72 ms
[2022-04-11 20:50:38 main:574] : INFO : Epoch 1869 | loss: 0.0310988 | val_loss: 0.03116 | Time: 1745.11 ms
[2022-04-11 20:50:40 main:574] : INFO : Epoch 1870 | loss: 0.0310956 | val_loss: 0.0311651 | Time: 1731.5 ms
[2022-04-11 20:50:41 main:574] : INFO : Epoch 1871 | loss: 0.0310971 | val_loss: 0.0311492 | Time: 1736.26 ms
[2022-04-11 20:50:43 main:574] : INFO : Epoch 1872 | loss: 0.0310976 | val_loss: 0.0311515 | Time: 1742.65 ms
[2022-04-11 20:50:45 main:574] : INFO : Epoch 1873 | loss: 0.0310961 | val_loss: 0.0311625 | Time: 1730.93 ms
[2022-04-11 20:50:47 main:574] : INFO : Epoch 1874 | loss: 0.0310958 | val_loss: 0.0311516 | Time: 2021.77 ms
[2022-04-11 20:50:49 main:574] : INFO : Epoch 1875 | loss: 0.0310944 | val_loss: 0.031152 | Time: 1735.39 ms
[2022-04-11 20:50:50 main:574] : INFO : Epoch 1876 | loss: 0.0310948 | val_loss: 0.0311586 | Time: 1747.92 ms
[2022-04-11 20:50:52 main:574] : INFO : Epoch 1877 | loss: 0.0310926 | val_loss: 0.0311536 | Time: 1738.58 ms
[2022-04-11 20:50:54 main:574] : INFO : Epoch 1878 | loss: 0.0310975 | val_loss: 0.0311485 | Time: 1736.42 ms
[2022-04-11 20:50:56 main:574] : INFO : Epoch 1879 | loss: 0.0310966 | val_loss: 0.0311566 | Time: 1747.97 ms
[2022-04-11 20:50:57 main:574] : INFO : Epoch 1880 | loss: 0.0310962 | val_loss: 0.0311522 | Time: 1744.5 ms
[2022-04-11 20:50:59 main:574] : INFO : Epoch 1881 | loss: 0.0310935 | val_loss: 0.0311578 | Time: 1758.35 ms
[2022-04-11 20:51:01 main:574] : INFO : Epoch 1882 | loss: 0.0310949 | val_loss: 0.0311622 | Time: 1761.76 ms
[2022-04-11 20:51:03 main:574] : INFO : Epoch 1883 | loss: 0.0310995 | val_loss: 0.0311565 | Time: 1742.51 ms
[2022-04-11 20:51:05 main:574] : INFO : Epoch 1884 | loss: 0.0311004 | val_loss: 0.0311516 | Time: 1939.56 ms
[2022-04-11 20:51:06 main:574] : INFO : Epoch 1885 | loss: 0.0310964 | val_loss: 0.0311489 | Time: 1750.74 ms
[2022-04-11 20:51:08 main:574] : INFO : Epoch 1886 | loss: 0.0310972 | val_loss: 0.0311563 | Time: 1745.15 ms
[2022-04-11 20:51:10 main:574] : INFO : Epoch 1887 | loss: 0.0310962 | val_loss: 0.0311513 | Time: 1752.02 ms
[2022-04-11 20:51:12 main:574] : INFO : Epoch 1888 | loss: 0.0310975 | val_loss: 0.0311533 | Time: 1757.4 ms
[2022-04-11 20:51:13 main:574] : INFO : Epoch 1889 | loss: 0.0310965 | val_loss: 0.0311556 | Time: 1756.91 ms
[2022-04-11 20:51:15 main:574] : INFO : Epoch 1890 | loss: 0.0310948 | val_loss: 0.0311534 | Time: 1741.27 ms
[2022-04-11 20:51:17 main:574] : INFO : Epoch 1891 | loss: 0.0310934 | val_loss: 0.0311584 | Time: 1767.07 ms
[2022-04-11 20:51:19 main:574] : INFO : Epoch 1892 | loss: 0.0310929 | val_loss: 0.0311627 | Time: 1737.16 ms
[2022-04-11 20:51:20 main:574] : INFO : Epoch 1893 | loss: 0.0310934 | val_loss: 0.0311569 | Time: 1677.14 ms
[2022-04-11 20:51:22 main:574] : INFO : Epoch 1894 | loss: 0.0310916 | val_loss: 0.031161 | Time: 1619.58 ms
[2022-04-11 20:51:24 main:574] : INFO : Epoch 1895 | loss: 0.0310928 | val_loss: 0.0311503 | Time: 1805.22 ms
[2022-04-11 20:51:25 main:574] : INFO : Epoch 1896 | loss: 0.031097 | val_loss: 0.0311525 | Time: 1620.38 ms
[2022-04-11 20:51:27 main:574] : INFO : Epoch 1897 | loss: 0.0310954 | val_loss: 0.0311502 | Time: 1633.54 ms
[2022-04-11 20:51:29 main:574] : INFO : Epoch 1898 | loss: 0.0310973 | val_loss: 0.0311568 | Time: 1621.42 ms
[2022-04-11 20:51:30 main:574] : INFO : Epoch 1899 | loss: 0.0311123 | val_loss: 0.0311532 | Time: 1615.96 ms
[2022-04-11 20:51:32 main:574] : INFO : Epoch 1900 | loss: 0.0311141 | val_loss: 0.0311482 | Time: 1621.39 ms
[2022-04-11 20:51:34 main:574] : INFO : Epoch 1901 | loss: 0.0311125 | val_loss: 0.0311479 | Time: 1660.26 ms
[2022-04-11 20:51:35 main:574] : INFO : Epoch 1902 | loss: 0.0311053 | val_loss: 0.031157 | Time: 1725.66 ms
[2022-04-11 20:51:37 main:574] : INFO : Epoch 1903 | loss: 0.0311022 | val_loss: 0.0311567 | Time: 1746.52 ms
[2022-04-11 20:51:39 main:574] : INFO : Epoch 1904 | loss: 0.0311006 | val_loss: 0.0311512 | Time: 1721.24 ms
[2022-04-11 20:51:40 main:574] : INFO : Epoch 1905 | loss: 0.0311014 | val_loss: 0.0311545 | Time: 1737.07 ms
[2022-04-11 20:51:42 main:574] : INFO : Epoch 1906 | loss: 0.0311006 | val_loss: 0.0311516 | Time: 1903.82 ms
[2022-04-11 20:51:44 main:574] : INFO : Epoch 1907 | loss: 0.0310972 | val_loss: 0.0311493 | Time: 1731.52 ms
[2022-04-11 20:51:46 main:574] : INFO : Epoch 1908 | loss: 0.0310966 | val_loss: 0.0311549 | Time: 1733.3 ms
[2022-04-11 20:51:48 main:574] : INFO : Epoch 1909 | loss: 0.0310969 | val_loss: 0.0311526 | Time: 1737.04 ms
[2022-04-11 20:51:49 main:574] : INFO : Epoch 1910 | loss: 0.0310944 | val_loss: 0.0311519 | Time: 1731.48 ms
[2022-04-11 20:51:51 main:574] : INFO : Epoch 1911 | loss: 0.0310948 | val_loss: 0.0311529 | Time: 1731.7 ms
[2022-04-11 20:51:53 main:574] : INFO : Epoch 1912 | loss: 0.0310934 | val_loss: 0.0311502 | Time: 1751.21 ms
[2022-04-11 20:51:55 main:574] : INFO : Epoch 1913 | loss: 0.031092 | val_loss: 0.0311592 | Time: 1720.73 ms
[2022-04-11 20:51:56 main:574] : INFO : Epoch 1914 | loss: 0.0310913 | val_loss: 0.0311613 | Time: 1736.05 ms
[2022-04-11 20:51:58 main:574] : INFO : Epoch 1915 | loss: 0.0310934 | val_loss: 0.0311504 | Time: 1736.46 ms
[2022-04-11 20:52:00 main:574] : INFO : Epoch 1916 | loss: 0.0310934 | val_loss: 0.0311608 | Time: 1743.41 ms
[2022-04-11 20:52:02 main:574] : INFO : Epoch 1917 | loss: 0.0311034 | val_loss: 0.0311639 | Time: 1907.86 ms
[2022-04-11 20:52:03 main:574] : INFO : Epoch 1918 | loss: 0.0311 | val_loss: 0.0311506 | Time: 1763.65 ms
[2022-04-11 20:52:05 main:574] : INFO : Epoch 1919 | loss: 0.0310987 | val_loss: 0.0311585 | Time: 1745.5 ms
[2022-04-11 20:52:07 main:574] : INFO : Epoch 1920 | loss: 0.0310933 | val_loss: 0.0311607 | Time: 1733.82 ms
[2022-04-11 20:52:09 main:574] : INFO : Epoch 1921 | loss: 0.031091 | val_loss: 0.0311549 | Time: 1720.88 ms
[2022-04-11 20:52:10 main:574] : INFO : Epoch 1922 | loss: 0.0310935 | val_loss: 0.0311613 | Time: 1710.69 ms
[2022-04-11 20:52:12 main:574] : INFO : Epoch 1923 | loss: 0.0310952 | val_loss: 0.0311515 | Time: 1741.88 ms
[2022-04-11 20:52:14 main:574] : INFO : Epoch 1924 | loss: 0.0310957 | val_loss: 0.031154 | Time: 1742.85 ms
[2022-04-11 20:52:16 main:574] : INFO : Epoch 1925 | loss: 0.031097 | val_loss: 0.0311516 | Time: 1783.79 ms
[2022-04-11 20:52:17 main:574] : INFO : Epoch 1926 | loss: 0.0310959 | val_loss: 0.0311543 | Time: 1741.5 ms
[2022-04-11 20:52:19 main:574] : INFO : Epoch 1927 | loss: 0.0310949 | val_loss: 0.0311621 | Time: 1926.73 ms
[2022-04-11 20:52:21 main:574] : INFO : Epoch 1928 | loss: 0.0310929 | val_loss: 0.0311566 | Time: 1722.89 ms
[2022-04-11 20:52:23 main:574] : INFO : Epoch 1929 | loss: 0.0310905 | val_loss: 0.0311655 | Time: 1725.8 ms
[2022-04-11 20:52:24 main:574] : INFO : Epoch 1930 | loss: 0.0310922 | val_loss: 0.0311558 | Time: 1661.06 ms
[2022-04-11 20:52:26 main:574] : INFO : Epoch 1931 | loss: 0.0310912 | val_loss: 0.031164 | Time: 1588.66 ms
[2022-04-11 20:52:28 main:574] : INFO : Epoch 1932 | loss: 0.031093 | val_loss: 0.0311612 | Time: 1603.41 ms
[2022-04-11 20:52:29 main:574] : INFO : Epoch 1933 | loss: 0.0310924 | val_loss: 0.0311623 | Time: 1584.59 ms
[2022-04-11 20:52:31 main:574] : INFO : Epoch 1934 | loss: 0.0310926 | val_loss: 0.0311699 | Time: 1598.23 ms
[2022-04-11 20:52:32 main:574] : INFO : Epoch 1935 | loss: 0.0310906 | val_loss: 0.0311586 | Time: 1589.22 ms
[2022-04-11 20:52:34 main:574] : INFO : Epoch 1936 | loss: 0.0310893 | val_loss: 0.0311645 | Time: 1633.36 ms
[2022-04-11 20:52:36 main:574] : INFO : Epoch 1937 | loss: 0.0310945 | val_loss: 0.0311653 | Time: 1587.22 ms
[2022-04-11 20:52:37 main:574] : INFO : Epoch 1938 | loss: 0.0310961 | val_loss: 0.0311556 | Time: 1600.82 ms
[2022-04-11 20:52:39 main:574] : INFO : Epoch 1939 | loss: 0.0310913 | val_loss: 0.0311629 | Time: 1586.47 ms
[2022-04-11 20:52:40 main:574] : INFO : Epoch 1940 | loss: 0.0310896 | val_loss: 0.0311559 | Time: 1590.49 ms
[2022-04-11 20:52:42 main:574] : INFO : Epoch 1941 | loss: 0.0310886 | val_loss: 0.0311595 | Time: 1588.42 ms
[2022-04-11 20:52:44 main:574] : INFO : Epoch 1942 | loss: 0.0310898 | val_loss: 0.0311597 | Time: 1600.2 ms
[2022-04-11 20:52:45 main:574] : INFO : Epoch 1943 | loss: 0.0310916 | val_loss: 0.0311546 | Time: 1592.04 ms
[2022-04-11 20:52:47 main:574] : INFO : Epoch 1944 | loss: 0.0310916 | val_loss: 0.031155 | Time: 1579.59 ms
[2022-04-11 20:52:48 main:574] : INFO : Epoch 1945 | loss: 0.03109 | val_loss: 0.0311651 | Time: 1626.74 ms
[2022-04-11 20:52:50 main:574] : INFO : Epoch 1946 | loss: 0.0310926 | val_loss: 0.0311505 | Time: 1599.9 ms
[2022-04-11 20:52:52 main:574] : INFO : Epoch 1947 | loss: 0.031099 | val_loss: 0.0311571 | Time: 1628.03 ms
[2022-04-11 20:52:53 main:574] : INFO : Epoch 1948 | loss: 0.031096 | val_loss: 0.0311561 | Time: 1637.99 ms
[2022-04-11 20:52:55 main:574] : INFO : Epoch 1949 | loss: 0.0310916 | val_loss: 0.0311548 | Time: 1619.77 ms
[2022-04-11 20:52:57 main:574] : INFO : Epoch 1950 | loss: 0.0310905 | val_loss: 0.0311511 | Time: 1589.95 ms
[2022-04-11 20:52:58 main:574] : INFO : Epoch 1951 | loss: 0.03109 | val_loss: 0.0311556 | Time: 1601.84 ms
[2022-04-11 20:53:00 main:574] : INFO : Epoch 1952 | loss: 0.0310892 | val_loss: 0.0311591 | Time: 1640.55 ms
[2022-04-11 20:53:01 main:574] : INFO : Epoch 1953 | loss: 0.0310891 | val_loss: 0.0311617 | Time: 1589.17 ms
[2022-04-11 20:53:03 main:574] : INFO : Epoch 1954 | loss: 0.0310949 | val_loss: 0.0311549 | Time: 1575.27 ms
[2022-04-11 20:53:05 main:574] : INFO : Epoch 1955 | loss: 0.0310938 | val_loss: 0.0311533 | Time: 1588.97 ms
[2022-04-11 20:53:06 main:574] : INFO : Epoch 1956 | loss: 0.0310948 | val_loss: 0.0311586 | Time: 1573.18 ms
[2022-04-11 20:53:08 main:574] : INFO : Epoch 1957 | loss: 0.0310929 | val_loss: 0.0311566 | Time: 1638.92 ms
[2022-04-11 20:53:09 main:574] : INFO : Epoch 1958 | loss: 0.0310907 | val_loss: 0.0311527 | Time: 1578.38 ms
[2022-04-11 20:53:11 main:574] : INFO : Epoch 1959 | loss: 0.0310894 | val_loss: 0.0311553 | Time: 1581.62 ms
[2022-04-11 20:53:13 main:574] : INFO : Epoch 1960 | loss: 0.0310915 | val_loss: 0.0311597 | Time: 1590.36 ms
[2022-04-11 20:53:14 main:574] : INFO : Epoch 1961 | loss: 0.0310896 | val_loss: 0.0311564 | Time: 1595.19 ms
[2022-04-11 20:53:16 main:574] : INFO : Epoch 1962 | loss: 0.0310902 | val_loss: 0.0311604 | Time: 1609.34 ms
[2022-04-11 20:53:17 main:574] : INFO : Epoch 1963 | loss: 0.0310902 | val_loss: 0.0311581 | Time: 1599.58 ms
[2022-04-11 20:53:19 main:574] : INFO : Epoch 1964 | loss: 0.0310898 | val_loss: 0.0311552 | Time: 1625.56 ms
[2022-04-11 20:53:21 main:574] : INFO : Epoch 1965 | loss: 0.0310917 | val_loss: 0.0311578 | Time: 1630.2 ms
[2022-04-11 20:53:22 main:574] : INFO : Epoch 1966 | loss: 0.0311023 | val_loss: 0.0311603 | Time: 1596.27 ms
[2022-04-11 20:53:24 main:574] : INFO : Epoch 1967 | loss: 0.031105 | val_loss: 0.0311556 | Time: 1589.17 ms
[2022-04-11 20:53:25 main:574] : INFO : Epoch 1968 | loss: 0.0311009 | val_loss: 0.031155 | Time: 1591.69 ms
[2022-04-11 20:53:27 main:574] : INFO : Epoch 1969 | loss: 0.0310989 | val_loss: 0.0311508 | Time: 1601.68 ms
[2022-04-11 20:53:29 main:574] : INFO : Epoch 1970 | loss: 0.0310981 | val_loss: 0.0311621 | Time: 1588.17 ms
[2022-04-11 20:53:30 main:574] : INFO : Epoch 1971 | loss: 0.0311025 | val_loss: 0.0311534 | Time: 1619.25 ms
[2022-04-11 20:53:32 main:574] : INFO : Epoch 1972 | loss: 0.0310992 | val_loss: 0.0311611 | Time: 1575.08 ms
[2022-04-11 20:53:33 main:574] : INFO : Epoch 1973 | loss: 0.0311006 | val_loss: 0.0311541 | Time: 1601.28 ms
[2022-04-11 20:53:35 main:574] : INFO : Epoch 1974 | loss: 0.0310979 | val_loss: 0.0311506 | Time: 1602.94 ms
[2022-04-11 20:53:37 main:574] : INFO : Epoch 1975 | loss: 0.0310939 | val_loss: 0.0311465 | Time: 1597.51 ms
[2022-04-11 20:53:38 main:574] : INFO : Epoch 1976 | loss: 0.0310939 | val_loss: 0.0311554 | Time: 1602.62 ms
[2022-04-11 20:53:40 main:574] : INFO : Epoch 1977 | loss: 0.0310919 | val_loss: 0.0311504 | Time: 1599.33 ms
[2022-04-11 20:53:41 main:574] : INFO : Epoch 1978 | loss: 0.0310928 | val_loss: 0.0311576 | Time: 1577.29 ms
[2022-04-11 20:53:43 main:574] : INFO : Epoch 1979 | loss: 0.0310976 | val_loss: 0.0311513 | Time: 1582.69 ms
[2022-04-11 20:53:45 main:574] : INFO : Epoch 1980 | loss: 0.031095 | val_loss: 0.0311504 | Time: 1606.04 ms
[2022-04-11 20:53:46 main:574] : INFO : Epoch 1981 | loss: 0.0310938 | val_loss: 0.0311559 | Time: 1582.03 ms
[2022-04-11 20:53:48 main:574] : INFO : Epoch 1982 | loss: 0.0310935 | val_loss: 0.0311569 | Time: 1588.05 ms
[2022-04-11 20:53:49 main:574] : INFO : Epoch 1983 | loss: 0.0310933 | val_loss: 0.0311512 | Time: 1605.31 ms
[2022-04-11 20:53:51 main:574] : INFO : Epoch 1984 | loss: 0.0310919 | val_loss: 0.0311603 | Time: 1581.04 ms
[2022-04-11 20:53:53 main:574] : INFO : Epoch 1985 | loss: 0.031091 | val_loss: 0.0311554 | Time: 1578.41 ms
[2022-04-11 20:53:54 main:574] : INFO : Epoch 1986 | loss: 0.0310905 | val_loss: 0.0311582 | Time: 1606.06 ms
[2022-04-11 20:53:56 main:574] : INFO : Epoch 1987 | loss: 0.0310922 | val_loss: 0.0311506 | Time: 1601.63 ms
[2022-04-11 20:53:57 main:574] : INFO : Epoch 1988 | loss: 0.0310926 | val_loss: 0.031154 | Time: 1597.55 ms
[2022-04-11 20:53:59 main:574] : INFO : Epoch 1989 | loss: 0.0310921 | val_loss: 0.0311607 | Time: 1801.77 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-04-21 19:52:16 main:435] : INFO : Set logging level to 1
[2022-04-21 19:52:16 main:441] : INFO : Running in BOINC Client mode
[2022-04-21 19:52:17 main:444] : INFO : Resolving all filenames
[2022-04-21 19:52:17 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-21 19:52:17 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-21 19:52:17 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-21 19:52:17 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-21 19:52:17 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-21 19:52:17 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-21 19:52:17 main:474] : INFO : Configuration:
[2022-04-21 19:52:17 main:475] : INFO : Model type: GRU
[2022-04-21 19:52:17 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-21 19:52:17 main:477] : INFO : Max Epochs: 2048
[2022-04-21 19:52:17 main:478] : INFO : Batch Size: 128
[2022-04-21 19:52:17 main:479] : INFO : Learning Rate: 0.01
[2022-04-21 19:52:17 main:480] : INFO : Patience: 10
[2022-04-21 19:52:17 main:481] : INFO : Hidden Width: 12
[2022-04-21 19:52:17 main:482] : INFO : # Recurrent Layers: 4
[2022-04-21 19:52:17 main:483] : INFO : # Backend Layers: 4
[2022-04-21 19:52:17 main:484] : INFO : # Threads: 1
[2022-04-21 19:52:17 main:486] : INFO : Preparing Dataset
[2022-04-21 19:52:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-21 19:52:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-21 19:52:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-21 19:52:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-21 19:52:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-21 19:52:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-21 19:52:20 main:494] : INFO : Creating Model
[2022-04-21 19:52:20 main:507] : INFO : Preparing config file
[2022-04-21 19:52:20 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-21 19:52:20 main:512] : INFO : Loading config
[2022-04-21 19:52:20 main:514] : INFO : Loading state
[2022-04-21 19:52:22 main:559] : INFO : Loading DataLoader into Memory
[2022-04-21 19:52:22 main:562] : INFO : Starting Training
[2022-04-21 19:52:25 main:574] : INFO : Epoch 1887 | loss: 0.0313186 | val_loss: 0.0312163 | Time: 2529.76 ms
[2022-04-21 19:52:26 main:574] : INFO : Epoch 1888 | loss: 0.0311434 | val_loss: 0.0311693 | Time: 1584.82 ms
[2022-04-21 19:52:28 main:574] : INFO : Epoch 1889 | loss: 0.0311048 | val_loss: 0.0311622 | Time: 1585.29 ms
[2022-04-21 19:52:29 main:574] : INFO : Epoch 1890 | loss: 0.0310976 | val_loss: 0.0311562 | Time: 1577.56 ms
[2022-04-21 19:52:31 main:574] : INFO : Epoch 1891 | loss: 0.0310964 | val_loss: 0.0311539 | Time: 1626.88 ms
[2022-04-21 19:52:33 main:574] : INFO : Epoch 1892 | loss: 0.0310938 | val_loss: 0.0311584 | Time: 1597.34 ms
[2022-04-21 19:52:34 main:574] : INFO : Epoch 1893 | loss: 0.0310938 | val_loss: 0.0311611 | Time: 1566.81 ms
[2022-04-21 19:52:36 main:574] : INFO : Epoch 1894 | loss: 0.0310948 | val_loss: 0.031162 | Time: 1577.17 ms
[2022-04-21 19:52:37 main:574] : INFO : Epoch 1895 | loss: 0.0310922 | val_loss: 0.0311545 | Time: 1580.99 ms
[2022-04-21 19:52:39 main:574] : INFO : Epoch 1896 | loss: 0.031093 | val_loss: 0.0311487 | Time: 1583.17 ms
[2022-04-21 19:52:41 main:574] : INFO : Epoch 1897 | loss: 0.031095 | val_loss: 0.0311611 | Time: 1595.63 ms
[2022-04-21 19:52:42 main:574] : INFO : Epoch 1898 | loss: 0.0310917 | val_loss: 0.0311516 | Time: 1703.39 ms
[2022-04-21 19:52:44 main:574] : INFO : Epoch 1899 | loss: 0.031095 | val_loss: 0.0311524 | Time: 1624.4 ms
[2022-04-21 19:52:46 main:574] : INFO : Epoch 1900 | loss: 0.0311005 | val_loss: 0.0311654 | Time: 1583.32 ms
[2022-04-21 19:52:47 main:574] : INFO : Epoch 1901 | loss: 0.0310993 | val_loss: 0.0311602 | Time: 1573.81 ms
[2022-04-21 19:52:49 main:574] : INFO : Epoch 1902 | loss: 0.0310978 | val_loss: 0.0311456 | Time: 1584.67 ms
[2022-04-21 19:52:50 main:574] : INFO : Epoch 1903 | loss: 0.0310971 | val_loss: 0.0311509 | Time: 1591.41 ms
[2022-04-21 19:52:52 main:574] : INFO : Epoch 1904 | loss: 0.0310955 | val_loss: 0.0311559 | Time: 1596.55 ms
[2022-04-21 19:52:54 main:574] : INFO : Epoch 1905 | loss: 0.0310952 | val_loss: 0.0311603 | Time: 1586.75 ms
[2022-04-21 19:52:55 main:574] : INFO : Epoch 1906 | loss: 0.0310925 | val_loss: 0.031157 | Time: 1575.79 ms
[2022-04-21 19:52:57 main:574] : INFO : Epoch 1907 | loss: 0.0310938 | val_loss: 0.0311551 | Time: 1582.94 ms
[2022-04-21 19:52:58 main:574] : INFO : Epoch 1908 | loss: 0.0310941 | val_loss: 0.031154 | Time: 1583.08 ms
[2022-04-21 19:53:00 main:574] : INFO : Epoch 1909 | loss: 0.0310931 | val_loss: 0.0311621 | Time: 1576.89 ms
[2022-04-21 19:53:01 main:574] : INFO : Epoch 1910 | loss: 0.0310934 | val_loss: 0.0311597 | Time: 1591.91 ms
[2022-04-21 19:53:03 main:574] : INFO : Epoch 1911 | loss: 0.0310896 | val_loss: 0.0311665 | Time: 1577.24 ms
[2022-04-21 19:53:05 main:574] : INFO : Epoch 1912 | loss: 0.0310917 | val_loss: 0.0311587 | Time: 1592.05 ms
[2022-04-21 19:53:06 main:574] : INFO : Epoch 1913 | loss: 0.0310944 | val_loss: 0.0311569 | Time: 1582.37 ms
[2022-04-21 19:53:08 main:574] : INFO : Epoch 1914 | loss: 0.0310925 | val_loss: 0.0311656 | Time: 1581.35 ms
[2022-04-21 19:53:09 main:574] : INFO : Epoch 1915 | loss: 0.0310923 | val_loss: 0.0311529 | Time: 1572.31 ms
[2022-04-21 19:53:11 main:574] : INFO : Epoch 1916 | loss: 0.0310923 | val_loss: 0.0311643 | Time: 1572.22 ms
[2022-04-21 19:53:13 main:574] : INFO : Epoch 1917 | loss: 0.0310918 | val_loss: 0.0311573 | Time: 1587.31 ms
[2022-04-21 19:53:14 main:574] : INFO : Epoch 1918 | loss: 0.0310914 | val_loss: 0.0311596 | Time: 1587.07 ms
[2022-04-21 19:53:16 main:574] : INFO : Epoch 1919 | loss: 0.0310926 | val_loss: 0.0311603 | Time: 1587.43 ms
[2022-04-21 19:53:17 main:574] : INFO : Epoch 1920 | loss: 0.0310912 | val_loss: 0.0311591 | Time: 1582.57 ms
[2022-04-21 19:53:19 main:574] : INFO : Epoch 1921 | loss: 0.0310895 | val_loss: 0.0311617 | Time: 1587.47 ms
[2022-04-21 19:53:20 main:574] : INFO : Epoch 1922 | loss: 0.031096 | val_loss: 0.0311554 | Time: 1591.14 ms
[2022-04-21 19:53:22 main:574] : INFO : Epoch 1923 | loss: 0.0310959 | val_loss: 0.0311588 | Time: 1589.41 ms
[2022-04-21 19:53:24 main:574] : INFO : Epoch 1924 | loss: 0.0310928 | val_loss: 0.0311558 | Time: 1597.19 ms
[2022-04-21 19:53:25 main:574] : INFO : Epoch 1925 | loss: 0.0310914 | val_loss: 0.0311582 | Time: 1591.01 ms
[2022-04-21 19:53:27 main:574] : INFO : Epoch 1926 | loss: 0.0310912 | val_loss: 0.031159 | Time: 1581.83 ms
[2022-04-21 19:53:28 main:574] : INFO : Epoch 1927 | loss: 0.0310918 | val_loss: 0.0311631 | Time: 1596.52 ms
[2022-04-21 19:53:30 main:574] : INFO : Epoch 1928 | loss: 0.0310926 | val_loss: 0.0311583 | Time: 1586.32 ms
[2022-04-21 19:53:32 main:574] : INFO : Epoch 1929 | loss: 0.0310926 | val_loss: 0.0311574 | Time: 1581.03 ms
[2022-04-21 19:53:33 main:574] : INFO : Epoch 1930 | loss: 0.031092 | val_loss: 0.0311599 | Time: 1590.61 ms
[2022-04-21 19:53:35 main:574] : INFO : Epoch 1931 | loss: 0.0310926 | val_loss: 0.0311582 | Time: 1584.28 ms
[2022-04-21 19:53:36 main:574] : INFO : Epoch 1932 | loss: 0.0310921 | val_loss: 0.0311605 | Time: 1592.03 ms
[2022-04-21 19:53:38 main:574] : INFO : Epoch 1933 | loss: 0.0310959 | val_loss: 0.0311599 | Time: 1576.9 ms
[2022-04-21 19:53:40 main:574] : INFO : Epoch 1934 | loss: 0.0310967 | val_loss: 0.031157 | Time: 1594.16 ms
[2022-04-21 19:53:41 main:574] : INFO : Epoch 1935 | loss: 0.031097 | val_loss: 0.0311598 | Time: 1583.19 ms
[2022-04-21 19:53:43 main:574] : INFO : Epoch 1936 | loss: 0.031098 | val_loss: 0.0311588 | Time: 1663.11 ms
[2022-04-21 19:53:44 main:574] : INFO : Epoch 1937 | loss: 0.0310949 | val_loss: 0.0311584 | Time: 1599.79 ms
[2022-04-21 19:53:46 main:574] : INFO : Epoch 1938 | loss: 0.031091 | val_loss: 0.0311579 | Time: 1587.2 ms
[2022-04-21 19:53:48 main:574] : INFO : Epoch 1939 | loss: 0.031092 | val_loss: 0.0311561 | Time: 1582.15 ms
[2022-04-21 19:53:49 main:574] : INFO : Epoch 1940 | loss: 0.0310912 | val_loss: 0.031159 | Time: 1572.88 ms
[2022-04-21 19:53:51 main:574] : INFO : Epoch 1941 | loss: 0.0310955 | val_loss: 0.0311556 | Time: 1584.5 ms
[2022-04-21 19:53:52 main:574] : INFO : Epoch 1942 | loss: 0.0310924 | val_loss: 0.0311604 | Time: 1580.58 ms
[2022-04-21 19:53:54 main:574] : INFO : Epoch 1943 | loss: 0.0310909 | val_loss: 0.0311605 | Time: 1578.59 ms
[2022-04-21 19:53:56 main:574] : INFO : Epoch 1944 | loss: 0.0310928 | val_loss: 0.0311576 | Time: 1582.41 ms
[2022-04-21 19:53:57 main:574] : INFO : Epoch 1945 | loss: 0.0310897 | val_loss: 0.031157 | Time: 1586.03 ms
[2022-04-21 19:53:59 main:574] : INFO : Epoch 1946 | loss: 0.0310946 | val_loss: 0.0311572 | Time: 1591.61 ms
[2022-04-21 19:54:00 main:574] : INFO : Epoch 1947 | loss: 0.0310946 | val_loss: 0.0311595 | Time: 1580.23 ms
[2022-04-21 19:54:02 main:574] : INFO : Epoch 1948 | loss: 0.0310929 | val_loss: 0.0311571 | Time: 1593.78 ms
[2022-04-21 19:54:03 main:574] : INFO : Epoch 1949 | loss: 0.0310958 | val_loss: 0.0311585 | Time: 1583.1 ms
[2022-04-21 19:54:05 main:574] : INFO : Epoch 1950 | loss: 0.0310962 | val_loss: 0.0311528 | Time: 1593.94 ms
[2022-04-21 19:54:07 main:574] : INFO : Epoch 1951 | loss: 0.0310954 | val_loss: 0.0311512 | Time: 1580.35 ms
[2022-04-21 19:54:08 main:574] : INFO : Epoch 1952 | loss: 0.0310924 | val_loss: 0.0311531 | Time: 1593.01 ms
[2022-04-21 19:54:10 main:574] : INFO : Epoch 1953 | loss: 0.0310903 | val_loss: 0.0311537 | Time: 1592.41 ms
[2022-04-21 19:54:11 main:574] : INFO : Epoch 1954 | loss: 0.0310919 | val_loss: 0.0311499 | Time: 1587.05 ms
[2022-04-21 19:54:13 main:574] : INFO : Epoch 1955 | loss: 0.0310914 | val_loss: 0.0311568 | Time: 1563.4 ms
[2022-04-21 19:54:15 main:574] : INFO : Epoch 1956 | loss: 0.0310912 | val_loss: 0.0311546 | Time: 1588.37 ms
[2022-04-21 19:54:16 main:574] : INFO : Epoch 1957 | loss: 0.0310921 | val_loss: 0.0311694 | Time: 1583.59 ms
[2022-04-21 19:54:18 main:574] : INFO : Epoch 1958 | loss: 0.0310936 | val_loss: 0.0311586 | Time: 1583.94 ms
[2022-04-21 19:54:19 main:574] : INFO : Epoch 1959 | loss: 0.0310934 | val_loss: 0.0311648 | Time: 1590.78 ms
[2022-04-21 19:54:21 main:574] : INFO : Epoch 1960 | loss: 0.0310887 | val_loss: 0.0311663 | Time: 1579.37 ms
[2022-04-21 19:54:23 main:574] : INFO : Epoch 1961 | loss: 0.0310893 | val_loss: 0.031154 | Time: 1574.08 ms
[2022-04-21 19:54:24 main:574] : INFO : Epoch 1962 | loss: 0.03109 | val_loss: 0.0311655 | Time: 1595.81 ms
[2022-04-21 19:54:26 main:574] : INFO : Epoch 1963 | loss: 0.031091 | val_loss: 0.0311548 | Time: 1590.19 ms
[2022-04-21 19:54:27 main:574] : INFO : Epoch 1964 | loss: 0.0310932 | val_loss: 0.0311658 | Time: 1591.54 ms
[2022-04-21 19:54:29 main:574] : INFO : Epoch 1965 | loss: 0.0310948 | val_loss: 0.0311595 | Time: 1591.43 ms
[2022-04-21 19:54:31 main:574] : INFO : Epoch 1966 | loss: 0.0310941 | val_loss: 0.0311587 | Time: 1598.5 ms
[2022-04-21 19:54:32 main:574] : INFO : Epoch 1967 | loss: 0.031098 | val_loss: 0.0311592 | Time: 1592.09 ms
[2022-04-21 19:54:34 main:574] : INFO : Epoch 1968 | loss: 0.0310939 | val_loss: 0.0311617 | Time: 1582.6 ms
[2022-04-21 19:54:35 main:574] : INFO : Epoch 1969 | loss: 0.0310909 | val_loss: 0.0311595 | Time: 1577.24 ms
[2022-04-21 19:54:37 main:574] : INFO : Epoch 1970 | loss: 0.0310938 | val_loss: 0.0311687 | Time: 1575.39 ms
[2022-04-21 19:54:38 main:574] : INFO : Epoch 1971 | loss: 0.031104 | val_loss: 0.0311527 | Time: 1584.47 ms
[2022-04-21 19:54:40 main:574] : INFO : Epoch 1972 | loss: 0.0311096 | val_loss: 0.0311582 | Time: 1576.32 ms
[2022-04-21 19:54:42 main:574] : INFO : Epoch 1973 | loss: 0.0311068 | val_loss: 0.0311568 | Time: 1573.1 ms
[2022-04-21 19:54:43 main:574] : INFO : Epoch 1974 | loss: 0.0311065 | val_loss: 0.0311514 | Time: 1573.88 ms
[2022-04-21 19:54:45 main:574] : INFO : Epoch 1975 | loss: 0.0311016 | val_loss: 0.0311447 | Time: 1594.02 ms
[2022-04-21 19:54:46 main:574] : INFO : Epoch 1976 | loss: 0.0310992 | val_loss: 0.0311452 | Time: 1582.3 ms
[2022-04-21 19:54:48 main:574] : INFO : Epoch 1977 | loss: 0.0310999 | val_loss: 0.0311531 | Time: 1589.97 ms
[2022-04-21 19:54:50 main:574] : INFO : Epoch 1978 | loss: 0.0311034 | val_loss: 0.0311546 | Time: 1588.35 ms
[2022-04-21 19:54:51 main:574] : INFO : Epoch 1979 | loss: 0.0311011 | val_loss: 0.0311552 | Time: 1579.93 ms
[2022-04-21 19:54:53 main:574] : INFO : Epoch 1980 | loss: 0.0310999 | val_loss: 0.0311529 | Time: 1581.67 ms
[2022-04-21 19:54:54 main:574] : INFO : Epoch 1981 | loss: 0.0311004 | val_loss: 0.0311538 | Time: 1581.42 ms
[2022-04-21 19:54:56 main:574] : INFO : Epoch 1982 | loss: 0.0310999 | val_loss: 0.0311503 | Time: 1592.73 ms
[2022-04-21 19:54:58 main:574] : INFO : Epoch 1983 | loss: 0.0311034 | val_loss: 0.0311474 | Time: 1580.34 ms
[2022-04-21 19:54:59 main:574] : INFO : Epoch 1984 | loss: 0.0311025 | val_loss: 0.0311484 | Time: 1584.16 ms
[2022-04-21 19:55:01 main:574] : INFO : Epoch 1985 | loss: 0.0310988 | val_loss: 0.0311524 | Time: 1583.5 ms
[2022-04-21 19:55:02 main:574] : INFO : Epoch 1986 | loss: 0.0310962 | val_loss: 0.0311575 | Time: 1592.94 ms
[2022-04-21 19:55:04 main:574] : INFO : Epoch 1987 | loss: 0.0310948 | val_loss: 0.0311563 | Time: 1657.2 ms
[2022-04-21 19:55:06 main:574] : INFO : Epoch 1988 | loss: 0.0310945 | val_loss: 0.0311628 | Time: 1573.77 ms
[2022-04-21 19:55:07 main:574] : INFO : Epoch 1989 | loss: 0.0310948 | val_loss: 0.0311538 | Time: 1587.29 ms
[2022-04-21 19:55:09 main:574] : INFO : Epoch 1990 | loss: 0.0310939 | val_loss: 0.0311584 | Time: 1594.23 ms
[2022-04-21 19:55:10 main:574] : INFO : Epoch 1991 | loss: 0.0310932 | val_loss: 0.0311576 | Time: 1584.6 ms
[2022-04-21 19:55:12 main:574] : INFO : Epoch 1992 | loss: 0.0310932 | val_loss: 0.031155 | Time: 1579.98 ms
[2022-04-21 19:55:13 main:574] : INFO : Epoch 1993 | loss: 0.031092 | val_loss: 0.0311541 | Time: 1569.04 ms
[2022-04-21 19:55:15 main:574] : INFO : Epoch 1994 | loss: 0.0310908 | val_loss: 0.0311712 | Time: 1583.05 ms
[2022-04-21 19:55:17 main:574] : INFO : Epoch 1995 | loss: 0.0310967 | val_loss: 0.0311504 | Time: 1575.96 ms
[2022-04-21 19:55:18 main:574] : INFO : Epoch 1996 | loss: 0.0310978 | val_loss: 0.03116 | Time: 1578.11 ms
[2022-04-21 19:55:20 main:574] : INFO : Epoch 1997 | loss: 0.0310993 | val_loss: 0.0311526 | Time: 1567.84 ms
[2022-04-21 19:55:21 main:574] : INFO : Epoch 1998 | loss: 0.0310953 | val_loss: 0.0311595 | Time: 1577.86 ms
[2022-04-21 19:55:23 main:574] : INFO : Epoch 1999 | loss: 0.0310925 | val_loss: 0.0311564 | Time: 1590.34 ms
[2022-04-21 19:55:25 main:574] : INFO : Epoch 2000 | loss: 0.0310909 | val_loss: 0.0311539 | Time: 1584.24 ms
[2022-04-21 19:55:26 main:574] : INFO : Epoch 2001 | loss: 0.0310917 | val_loss: 0.0311586 | Time: 1575.23 ms
[2022-04-21 19:55:28 main:574] : INFO : Epoch 2002 | loss: 0.0310919 | val_loss: 0.0311592 | Time: 1588.05 ms
[2022-04-21 19:55:29 main:574] : INFO : Epoch 2003 | loss: 0.0310909 | val_loss: 0.0311637 | Time: 1585.19 ms
[2022-04-21 19:55:31 main:574] : INFO : Epoch 2004 | loss: 0.0310921 | val_loss: 0.0311625 | Time: 1591.32 ms
[2022-04-21 19:55:32 main:574] : INFO : Epoch 2005 | loss: 0.0310931 | val_loss: 0.0311583 | Time: 1588.55 ms
[2022-04-21 19:55:34 main:574] : INFO : Epoch 2006 | loss: 0.0310936 | val_loss: 0.031158 | Time: 1594.08 ms
[2022-04-21 19:55:36 main:574] : INFO : Epoch 2007 | loss: 0.03109 | val_loss: 0.0311588 | Time: 1588.9 ms
[2022-04-21 19:55:37 main:574] : INFO : Epoch 2008 | loss: 0.0310946 | val_loss: 0.0311605 | Time: 1586.65 ms
[2022-04-21 19:55:39 main:574] : INFO : Epoch 2009 | loss: 0.0310976 | val_loss: 0.0311595 | Time: 1587.37 ms
[2022-04-21 19:55:40 main:574] : INFO : Epoch 2010 | loss: 0.0310931 | val_loss: 0.0311609 | Time: 1584.7 ms
[2022-04-21 19:55:42 main:574] : INFO : Epoch 2011 | loss: 0.0310929 | val_loss: 0.0311569 | Time: 1594.17 ms
[2022-04-21 19:55:44 main:574] : INFO : Epoch 2012 | loss: 0.0310922 | val_loss: 0.031158 | Time: 1590.87 ms
[2022-04-21 19:55:45 main:574] : INFO : Epoch 2013 | loss: 0.0310928 | val_loss: 0.0311711 | Time: 1584.62 ms
[2022-04-21 19:55:47 main:574] : INFO : Epoch 2014 | loss: 0.0310941 | val_loss: 0.0311635 | Time: 1656.29 ms
[2022-04-21 19:55:49 main:574] : INFO : Epoch 2015 | loss: 0.031092 | val_loss: 0.0311593 | Time: 1635.37 ms
[2022-04-21 19:55:50 main:574] : INFO : Epoch 2016 | loss: 0.0310911 | val_loss: 0.0311683 | Time: 1628.01 ms
[2022-04-21 19:55:52 main:574] : INFO : Epoch 2017 | loss: 0.0310922 | val_loss: 0.0311646 | Time: 1585.04 ms
[2022-04-21 19:55:53 main:574] : INFO : Epoch 2018 | loss: 0.0310939 | val_loss: 0.0311573 | Time: 1585.97 ms
[2022-04-21 19:55:55 main:574] : INFO : Epoch 2019 | loss: 0.031101 | val_loss: 0.0311539 | Time: 1585.64 ms
[2022-04-21 19:55:57 main:574] : INFO : Epoch 2020 | loss: 0.0310988 | val_loss: 0.0311572 | Time: 1588.26 ms
[2022-04-21 19:55:58 main:574] : INFO : Epoch 2021 | loss: 0.0311096 | val_loss: 0.0311577 | Time: 1569.94 ms
[2022-04-21 19:56:00 main:574] : INFO : Epoch 2022 | loss: 0.0311076 | val_loss: 0.0311587 | Time: 1569.97 ms
[2022-04-21 19:56:01 main:574] : INFO : Epoch 2023 | loss: 0.0311047 | val_loss: 0.0311519 | Time: 1584.08 ms
[2022-04-21 19:56:03 main:574] : INFO : Epoch 2024 | loss: 0.031103 | val_loss: 0.0311561 | Time: 1573.28 ms
[2022-04-21 19:56:04 main:574] : INFO : Epoch 2025 | loss: 0.0310964 | val_loss: 0.0311752 | Time: 1575.11 ms
[2022-04-21 19:56:06 main:574] : INFO : Epoch 2026 | loss: 0.0310938 | val_loss: 0.0311678 | Time: 1586.55 ms
[2022-04-21 19:56:08 main:574] : INFO : Epoch 2027 | loss: 0.0310909 | val_loss: 0.0311632 | Time: 2048.35 ms
[2022-04-21 19:56:10 main:574] : INFO : Epoch 2028 | loss: 0.0310906 | val_loss: 0.0311525 | Time: 1953.79 ms
[2022-04-21 19:56:12 main:574] : INFO : Epoch 2029 | loss: 0.0310918 | val_loss: 0.0311564 | Time: 1898.74 ms
[2022-04-21 19:56:14 main:574] : INFO : Epoch 2030 | loss: 0.0310909 | val_loss: 0.0311629 | Time: 1833.17 ms
[2022-04-21 19:56:16 main:574] : INFO : Epoch 2031 | loss: 0.0310916 | val_loss: 0.0311506 | Time: 1894.7 ms
[2022-04-21 19:56:18 main:574] : INFO : Epoch 2032 | loss: 0.0310902 | val_loss: 0.0311594 | Time: 1921.57 ms
[2022-04-21 19:56:30 main:574] : INFO : Epoch 2033 | loss: 0.0310903 | val_loss: 0.0311546 | Time: 12010.3 ms
[2022-04-21 19:56:31 main:574] : INFO : Epoch 2034 | loss: 0.0310928 | val_loss: 0.0311594 | Time: 1571.89 ms
[2022-04-21 19:56:33 main:574] : INFO : Epoch 2035 | loss: 0.0310927 | val_loss: 0.0311625 | Time: 1526.27 ms
[2022-04-21 19:56:34 main:574] : INFO : Epoch 2036 | loss: 0.0310955 | val_loss: 0.0311484 | Time: 1516.84 ms
[2022-04-21 19:56:36 main:574] : INFO : Epoch 2037 | loss: 0.0310946 | val_loss: 0.0311597 | Time: 1563.69 ms
[2022-04-21 19:56:37 main:574] : INFO : Epoch 2038 | loss: 0.0310931 | val_loss: 0.03116 | Time: 1591.39 ms
[2022-04-21 19:56:39 main:574] : INFO : Epoch 2039 | loss: 0.0310948 | val_loss: 0.0311556 | Time: 1580.69 ms
[2022-04-21 19:56:41 main:574] : INFO : Epoch 2040 | loss: 0.0310912 | val_loss: 0.031151 | Time: 1585.99 ms
[2022-04-21 19:56:42 main:574] : INFO : Epoch 2041 | loss: 0.0310895 | val_loss: 0.0311523 | Time: 1599.95 ms
[2022-04-21 19:56:44 main:574] : INFO : Epoch 2042 | loss: 0.0310875 | val_loss: 0.0311507 | Time: 1563.97 ms
[2022-04-21 19:56:45 main:574] : INFO : Epoch 2043 | loss: 0.0310883 | val_loss: 0.0311642 | Time: 1578.57 ms
[2022-04-21 19:56:47 main:574] : INFO : Epoch 2044 | loss: 0.0310929 | val_loss: 0.0311527 | Time: 1583.95 ms
[2022-04-21 19:56:48 main:574] : INFO : Epoch 2045 | loss: 0.0310982 | val_loss: 0.0311578 | Time: 1587.8 ms
[2022-04-21 19:56:50 main:574] : INFO : Epoch 2046 | loss: 0.0310947 | val_loss: 0.0311649 | Time: 1575.3 ms
[2022-04-21 19:56:52 main:574] : INFO : Epoch 2047 | loss: 0.0310917 | val_loss: 0.0311541 | Time: 1581.83 ms
[2022-04-21 19:56:53 main:574] : INFO : Epoch 2048 | loss: 0.0310917 | val_loss: 0.0311563 | Time: 1578.02 ms
[2022-04-21 19:56:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311563
[2022-04-21 19:56:53 main:603] : INFO : Saving end state to config to file
[2022-04-21 19:56:53 main:608] : INFO : Success, exiting..
19:56:53 (864): 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)