Task 12963027
| Name | ParityModified-1647044800-4658-0_0 |
| Workunit | 10095076 |
| Created | 12 Mar 2022, 0:26:43 UTC |
| Sent | 14 Mar 2022, 20:40:09 UTC |
| Report deadline | 22 Mar 2022, 20:40:09 UTC |
| Received | 15 Mar 2022, 0:50:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13797 |
| Run time | 1 hours 12 min 56 sec |
| CPU time | 1 hours 12 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0312127 | val_loss: 0.0312012 | Time: 2118.38 ms [2022-03-15 00:49:12 main:581] : INFO : Epoch 1565 | loss: 0.0312 | val_loss: 0.0311936 | Time: 2072.29 ms [2022-03-15 00:49:14 main:581] : INFO : Epoch 1566 | loss: 0.0311955 | val_loss: 0.0311903 | Time: 2047.84 ms [2022-03-15 00:49:16 main:581] : INFO : Epoch 1567 | loss: 0.0311919 | val_loss: 0.0311883 | Time: 2093.48 ms [2022-03-15 00:49:18 main:581] : INFO : Epoch 1568 | loss: 0.031188 | val_loss: 0.0311847 | Time: 2151.02 ms [2022-03-15 00:49:20 main:581] : INFO : Epoch 1569 | loss: 0.0311844 | val_loss: 0.031185 | Time: 2104.3 ms [2022-03-15 00:49:22 main:581] : INFO : Epoch 1570 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 2045.03 ms [2022-03-15 00:49:24 main:581] : INFO : Epoch 1571 | loss: 0.0311838 | val_loss: 0.0312002 | Time: 2043.06 ms [2022-03-15 00:49:27 main:581] : INFO : Epoch 1572 | loss: 0.0311831 | val_loss: 0.0311809 | Time: 2175.3 ms [2022-03-15 00:49:29 main:581] : INFO : Epoch 1573 | loss: 0.0311799 | val_loss: 0.031179 | Time: 2112.96 ms [2022-03-15 00:49:31 main:581] : INFO : Epoch 1574 | loss: 0.0311772 | val_loss: 0.0311799 | Time: 2049.66 ms [2022-03-15 00:49:33 main:581] : INFO : Epoch 1575 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 2038.91 ms [2022-03-15 00:49:35 main:581] : INFO : Epoch 1576 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 2161 ms [2022-03-15 00:49:37 main:581] : INFO : Epoch 1577 | loss: 0.0311753 | val_loss: 0.0311767 | Time: 2131.12 ms [2022-03-15 00:49:39 main:581] : INFO : Epoch 1578 | loss: 0.0311745 | val_loss: 0.0311764 | Time: 2057.43 ms [2022-03-15 00:49:41 main:581] : INFO : Epoch 1579 | loss: 0.0311734 | val_loss: 0.031182 | Time: 2039.8 ms [2022-03-15 00:49:43 main:581] : INFO : Epoch 1580 | loss: 0.0311726 | val_loss: 0.031178 | Time: 2146.17 ms [2022-03-15 00:49:46 main:581] : INFO : Epoch 1581 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 2163.66 ms [2022-03-15 00:49:48 main:581] : INFO : Epoch 1582 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 2060.09 ms [2022-03-15 00:49:50 main:581] : INFO : Epoch 1583 | loss: 0.0311703 | val_loss: 0.0311753 | Time: 2040.99 ms [2022-03-15 00:49:52 main:581] : INFO : Epoch 1584 | loss: 0.0311705 | val_loss: 0.031183 | Time: 2091.97 ms [2022-03-15 00:49:54 main:581] : INFO : Epoch 1585 | loss: 0.0311723 | val_loss: 0.0311783 | Time: 2185.41 ms [2022-03-15 00:49:56 main:581] : INFO : Epoch 1586 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 2070.45 ms [2022-03-15 00:49:58 main:581] : INFO : Epoch 1587 | loss: 0.031169 | val_loss: 0.0311759 | Time: 2039.75 ms [2022-03-15 00:50:00 main:581] : INFO : Epoch 1588 | loss: 0.0311683 | val_loss: 0.0311754 | Time: 2096.89 ms [2022-03-15 00:50:04 main:581] : INFO : Epoch 1589 | loss: 0.0311668 | val_loss: 0.0311793 | Time: 3414.46 ms [2022-03-15 00:50:06 main:581] : INFO : Epoch 1590 | loss: 0.031169 | val_loss: 0.03118 | Time: 2439.42 ms [2022-03-15 00:50:08 main:581] : INFO : Epoch 1591 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 2037.36 ms [2022-03-15 00:50:10 main:581] : INFO : Epoch 1592 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 2140.99 ms [2022-03-15 00:50:12 main:581] : INFO : Epoch 1593 | loss: 0.031166 | val_loss: 0.0311782 | Time: 2139.11 ms [2022-03-15 00:50:14 main:581] : INFO : Epoch 1594 | loss: 0.0311667 | val_loss: 0.0311771 | Time: 2054.75 ms [2022-03-15 00:50:16 main:581] : INFO : Epoch 1595 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 2038.85 ms [2022-03-15 00:50:19 main:581] : INFO : Epoch 1596 | loss: 0.0311672 | val_loss: 0.0311771 | Time: 2117.67 ms [2022-03-15 00:50:21 main:581] : INFO : Epoch 1597 | loss: 0.031167 | val_loss: 0.0311824 | Time: 2150.26 ms [2022-03-15 00:50:23 main:581] : INFO : Epoch 1598 | loss: 0.0311659 | val_loss: 0.031177 | Time: 2059.97 ms [2022-03-15 00:50:25 main:581] : INFO : Epoch 1599 | loss: 0.0311644 | val_loss: 0.0311761 | Time: 2041.42 ms [2022-03-15 00:50:27 main:581] : INFO : Epoch 1600 | loss: 0.0311639 | val_loss: 0.0311769 | Time: 2069.69 ms [2022-03-15 00:50:29 main:581] : INFO : Epoch 1601 | loss: 0.0311635 | val_loss: 0.0311779 | Time: 2164.2 ms [2022-03-15 00:50:31 main:581] : INFO : Epoch 1602 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2082.86 ms [2022-03-15 00:50:33 main:581] : INFO : Epoch 1603 | loss: 0.0311625 | val_loss: 0.0311765 | Time: 2043.74 ms [2022-03-15 00:50:35 main:581] : INFO : Epoch 1604 | loss: 0.0311626 | val_loss: 0.0311792 | Time: 2052.15 ms [2022-03-15 00:50:37 main:581] : INFO : Epoch 1605 | loss: 0.031164 | val_loss: 0.0311768 | Time: 2175.16 ms [2022-03-15 00:50:39 main:581] : INFO : Epoch 1606 | loss: 0.0311619 | val_loss: 0.0311785 | Time: 2102.3 ms [2022-03-15 00:50:42 main:581] : INFO : Epoch 1607 | loss: 0.031162 | val_loss: 0.0311786 | Time: 2040.21 ms [2022-03-15 00:50:44 main:581] : INFO : Epoch 1608 | loss: 0.0311615 | val_loss: 0.0311783 | Time: 2038.8 ms [2022-03-15 00:50:46 main:581] : INFO : Epoch 1609 | loss: 0.0311605 | val_loss: 0.0311783 | Time: 2157.43 ms [2022-03-15 00:50:48 main:581] : INFO : Epoch 1610 | loss: 0.0311597 | val_loss: 0.0311792 | Time: 2135.08 ms [2022-03-15 00:50:50 main:581] : INFO : Epoch 1611 | loss: 0.0311606 | val_loss: 0.0311784 | Time: 2048.42 ms [2022-03-15 00:50:52 main:581] : INFO : Epoch 1612 | loss: 0.0311608 | val_loss: 0.0311784 | Time: 2039.89 ms [2022-03-15 00:50:54 main:581] : INFO : Epoch 1613 | loss: 0.0311601 | val_loss: 0.031183 | Time: 2129.66 ms [2022-03-15 00:50:56 main:581] : INFO : Epoch 1614 | loss: 0.0311613 | val_loss: 0.0311836 | Time: 2160.58 ms [2022-03-15 00:50:58 main:581] : INFO : Epoch 1615 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 2051.62 ms [2022-03-15 00:51:00 main:581] : INFO : Epoch 1616 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 2133.95 ms [2022-03-15 00:51:04 main:581] : INFO : Epoch 1617 | loss: 0.0311741 | val_loss: 0.0311756 | Time: 3268.19 ms [2022-03-15 00:51:06 main:581] : INFO : Epoch 1618 | loss: 0.0311715 | val_loss: 0.0311743 | Time: 2198.91 ms [2022-03-15 00:51:08 main:581] : INFO : Epoch 1619 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 2040.78 ms [2022-03-15 00:51:10 main:581] : INFO : Epoch 1620 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 2039.81 ms [2022-03-15 00:51:12 main:581] : INFO : Epoch 1621 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 2143.6 ms [2022-03-15 00:51:14 main:581] : INFO : Epoch 1622 | loss: 0.0311656 | val_loss: 0.0311729 | Time: 2139.21 ms [2022-03-15 00:51:16 main:581] : INFO : Epoch 1623 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 2044.96 ms [2022-03-15 00:51:18 main:581] : INFO : Epoch 1624 | loss: 0.031164 | val_loss: 0.0311748 | Time: 2040.31 ms [2022-03-15 00:51:20 main:581] : INFO : Epoch 1625 | loss: 0.031162 | val_loss: 0.0311737 | Time: 2077.21 ms [2022-03-15 00:51:23 main:581] : INFO : Epoch 1626 | loss: 0.0311608 | val_loss: 0.0311737 | Time: 2197.26 ms [2022-03-15 00:51:25 main:581] : INFO : Epoch 1627 | loss: 0.0311604 | val_loss: 0.0311763 | Time: 2075.23 ms [2022-03-15 00:51:27 main:581] : INFO : Epoch 1628 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 2042.8 ms [2022-03-15 00:51:29 main:581] : INFO : Epoch 1629 | loss: 0.0311591 | val_loss: 0.0311752 | Time: 2062.4 ms [2022-03-15 00:51:31 main:581] : INFO : Epoch 1630 | loss: 0.0311591 | val_loss: 0.0311748 | Time: 2229.4 ms [2022-03-15 00:51:33 main:581] : INFO : Epoch 1631 | loss: 0.0311588 | val_loss: 0.0311742 | Time: 2073.86 ms [2022-03-15 00:51:35 main:581] : INFO : Epoch 1632 | loss: 0.0311596 | val_loss: 0.0311746 | Time: 2041.01 ms [2022-03-15 00:51:37 main:581] : INFO : Epoch 1633 | loss: 0.031159 | val_loss: 0.0311793 | Time: 2039.82 ms [2022-03-15 00:51:39 main:581] : INFO : Epoch 1634 | loss: 0.0311587 | val_loss: 0.0311753 | Time: 2203.69 ms [2022-03-15 00:51:42 main:581] : INFO : Epoch 1635 | loss: 0.0311575 | val_loss: 0.031174 | Time: 2113.14 ms [2022-03-15 00:51:44 main:581] : INFO : Epoch 1636 | loss: 0.0311565 | val_loss: 0.0311747 | Time: 2045.26 ms [2022-03-15 00:51:46 main:581] : INFO : Epoch 1637 | loss: 0.0311566 | val_loss: 0.0311753 | Time: 2042.87 ms [2022-03-15 00:51:48 main:581] : INFO : Epoch 1638 | loss: 0.0311609 | val_loss: 0.0311862 | Time: 2183.67 ms [2022-03-15 00:51:50 main:581] : INFO : Epoch 1639 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 2139.88 ms [2022-03-15 00:51:52 main:581] : INFO : Epoch 1640 | loss: 0.0311613 | val_loss: 0.0311783 | Time: 2039.23 ms [2022-03-15 00:51:54 main:581] : INFO : Epoch 1641 | loss: 0.0311601 | val_loss: 0.0311757 | Time: 2038.6 ms [2022-03-15 00:51:56 main:581] : INFO : Epoch 1642 | loss: 0.0311569 | val_loss: 0.0311761 | Time: 2091.88 ms [2022-03-15 00:51:58 main:581] : INFO : Epoch 1643 | loss: 0.0311565 | val_loss: 0.0311781 | Time: 2202.63 ms [2022-03-15 00:52:00 main:581] : INFO : Epoch 1644 | loss: 0.0311573 | val_loss: 0.0311783 | Time: 2084.96 ms [2022-03-15 00:52:02 main:581] : INFO : Epoch 1645 | loss: 0.0311554 | val_loss: 0.0311769 | Time: 2039.85 ms [2022-03-15 00:52:04 main:581] : INFO : Epoch 1646 | loss: 0.031156 | val_loss: 0.0311792 | Time: 2073.28 ms [2022-03-15 00:52:07 main:581] : INFO : Epoch 1647 | loss: 0.0311541 | val_loss: 0.031176 | Time: 2203.15 ms [2022-03-15 00:52:09 main:581] : INFO : Epoch 1648 | loss: 0.0311539 | val_loss: 0.0311788 | Time: 2078.49 ms [2022-03-15 00:52:11 main:581] : INFO : Epoch 1649 | loss: 0.0311553 | val_loss: 0.031177 | Time: 2048.06 ms [2022-03-15 00:52:13 main:581] : INFO : Epoch 1650 | loss: 0.0311538 | val_loss: 0.0311761 | Time: 2050.36 ms [2022-03-15 00:52:15 main:581] : INFO : Epoch 1651 | loss: 0.0311553 | val_loss: 0.0311776 | Time: 2205.5 ms [2022-03-15 00:52:17 main:581] : INFO : Epoch 1652 | loss: 0.0311559 | val_loss: 0.0311784 | Time: 2108.57 ms [2022-03-15 00:52:19 main:581] : INFO : Epoch 1653 | loss: 0.0311549 | val_loss: 0.0311806 | Time: 2040.45 ms [2022-03-15 00:52:21 main:581] : INFO : Epoch 1654 | loss: 0.0311555 | val_loss: 0.0311804 | Time: 2040.21 ms [2022-03-15 00:52:23 main:581] : INFO : Epoch 1655 | loss: 0.0311696 | val_loss: 0.0311913 | Time: 2182.31 ms [2022-03-15 00:52:26 main:581] : INFO : Epoch 1656 | loss: 0.0311712 | val_loss: 0.0311738 | Time: 2132.68 ms [2022-03-15 00:52:28 main:581] : INFO : Epoch 1657 | loss: 0.0311639 | val_loss: 0.0311736 | Time: 2040.97 ms [2022-03-15 00:52:30 main:581] : INFO : Epoch 1658 | loss: 0.0311603 | val_loss: 0.031172 | Time: 2041.92 ms [2022-03-15 00:52:32 main:581] : INFO : Epoch 1659 | loss: 0.0311579 | val_loss: 0.0311734 | Time: 2103.26 ms [2022-03-15 00:52:34 main:581] : INFO : Epoch 1660 | loss: 0.031157 | val_loss: 0.0311721 | Time: 2189.81 ms [2022-03-15 00:52:36 main:581] : INFO : Epoch 1661 | loss: 0.0311561 | val_loss: 0.0311747 | Time: 2064.83 ms [2022-03-15 00:52:38 main:581] : INFO : Epoch 1662 | loss: 0.0311553 | val_loss: 0.0311728 | Time: 2040.31 ms [2022-03-15 00:52:40 main:581] : INFO : Epoch 1663 | loss: 0.0311531 | val_loss: 0.0311843 | Time: 2060.3 ms [2022-03-15 00:52:42 main:581] : INFO : Epoch 1664 | loss: 0.0311559 | val_loss: 0.0311751 | Time: 2227.33 ms [2022-03-15 00:52:44 main:581] : INFO : Epoch 1665 | loss: 0.0311539 | val_loss: 0.0311736 | Time: 2070.18 ms [2022-03-15 00:52:46 main:581] : INFO : Epoch 1666 | loss: 0.0311534 | val_loss: 0.0311806 | Time: 2039.81 ms [2022-03-15 00:52:49 main:581] : INFO : Epoch 1667 | loss: 0.0311583 | val_loss: 0.031181 | Time: 2044.51 ms [2022-03-15 00:52:51 main:581] : INFO : Epoch 1668 | loss: 0.03116 | val_loss: 0.0311877 | Time: 2207.01 ms [2022-03-15 00:52:53 main:581] : INFO : Epoch 1669 | loss: 0.0311578 | val_loss: 0.0311747 | Time: 2110.28 ms [2022-03-15 00:52:55 main:581] : INFO : Epoch 1670 | loss: 0.0311534 | val_loss: 0.0311845 | Time: 2038.97 ms [2022-03-15 00:52:57 main:581] : INFO : Epoch 1671 | loss: 0.0311594 | val_loss: 0.0311761 | Time: 2036.37 ms [2022-03-15 00:52:59 main:581] : INFO : Epoch 1672 | loss: 0.0311544 | val_loss: 0.0311793 | Time: 2200.9 ms [2022-03-15 00:53:02 main:581] : INFO : Epoch 1673 | loss: 0.0311543 | val_loss: 0.0311799 | Time: 2554.2 ms [2022-03-15 00:53:04 main:581] : INFO : Epoch 1674 | loss: 0.0311538 | val_loss: 0.0311756 | Time: 2587.87 ms [2022-03-15 00:53:06 main:581] : INFO : Epoch 1675 | loss: 0.0311498 | val_loss: 0.0311754 | Time: 2041.54 ms [2022-03-15 00:53:08 main:581] : INFO : Epoch 1676 | loss: 0.0311493 | val_loss: 0.0311799 | Time: 2199 ms [2022-03-15 00:53:11 main:581] : INFO : Epoch 1677 | loss: 0.0311489 | val_loss: 0.0311771 | Time: 2102.62 ms [2022-03-15 00:53:13 main:581] : INFO : Epoch 1678 | loss: 0.0311492 | val_loss: 0.0311785 | Time: 2039.98 ms [2022-03-15 00:53:15 main:581] : INFO : Epoch 1679 | loss: 0.0311506 | val_loss: 0.0311758 | Time: 2042.59 ms [2022-03-15 00:53:17 main:581] : INFO : Epoch 1680 | loss: 0.0311525 | val_loss: 0.0311788 | Time: 2179.02 ms [2022-03-15 00:53:19 main:581] : INFO : Epoch 1681 | loss: 0.0311521 | val_loss: 0.0311802 | Time: 2131.51 ms [2022-03-15 00:53:21 main:581] : INFO : Epoch 1682 | loss: 0.0311497 | val_loss: 0.0311766 | Time: 2039.53 ms [2022-03-15 00:53:23 main:581] : INFO : Epoch 1683 | loss: 0.0311456 | val_loss: 0.031178 | Time: 2037.89 ms [2022-03-15 00:53:25 main:581] : INFO : Epoch 1684 | loss: 0.0311452 | val_loss: 0.0311791 | Time: 2089.82 ms [2022-03-15 00:53:27 main:581] : INFO : Epoch 1685 | loss: 0.0311447 | val_loss: 0.0311793 | Time: 2190.02 ms [2022-03-15 00:53:29 main:581] : INFO : Epoch 1686 | loss: 0.0311472 | val_loss: 0.0311815 | Time: 2063.97 ms [2022-03-15 00:53:31 main:581] : INFO : Epoch 1687 | loss: 0.0311479 | val_loss: 0.0311782 | Time: 2037.94 ms [2022-03-15 00:53:34 main:581] : INFO : Epoch 1688 | loss: 0.0311482 | val_loss: 0.0311776 | Time: 2050.41 ms [2022-03-15 00:53:36 main:581] : INFO : Epoch 1689 | loss: 0.0311472 | val_loss: 0.0311769 | Time: 2220.67 ms [2022-03-15 00:53:38 main:581] : INFO : Epoch 1690 | loss: 0.0311487 | val_loss: 0.031177 | Time: 2090.57 ms [2022-03-15 00:53:40 main:581] : INFO : Epoch 1691 | loss: 0.0311452 | val_loss: 0.0311783 | Time: 2039.49 ms [2022-03-15 00:53:42 main:581] : INFO : Epoch 1692 | loss: 0.0311435 | val_loss: 0.0311778 | Time: 2039.57 ms [2022-03-15 00:53:44 main:581] : INFO : Epoch 1693 | loss: 0.0311419 | val_loss: 0.0311808 | Time: 2204.52 ms [2022-03-15 00:53:46 main:581] : INFO : Epoch 1694 | loss: 0.0311429 | val_loss: 0.0311815 | Time: 2121.13 ms [2022-03-15 00:53:48 main:581] : INFO : Epoch 1695 | loss: 0.0311428 | val_loss: 0.0311865 | Time: 2040.57 ms [2022-03-15 00:53:50 main:581] : INFO : Epoch 1696 | loss: 0.0311463 | val_loss: 0.031182 | Time: 2039.3 ms [2022-03-15 00:53:52 main:581] : INFO : Epoch 1697 | loss: 0.0311473 | val_loss: 0.0311787 | Time: 2133.93 ms [2022-03-15 00:53:55 main:581] : INFO : Epoch 1698 | loss: 0.0311479 | val_loss: 0.0311821 | Time: 2205.59 ms [2022-03-15 00:53:57 main:581] : INFO : Epoch 1699 | loss: 0.0311441 | val_loss: 0.0311822 | Time: 2035.45 ms [2022-03-15 00:53:59 main:581] : INFO : Epoch 1700 | loss: 0.0311427 | val_loss: 0.0311776 | Time: 2040.27 ms [2022-03-15 00:54:01 main:581] : INFO : Epoch 1701 | loss: 0.0311422 | val_loss: 0.0311802 | Time: 2265.15 ms [2022-03-15 00:54:04 main:581] : INFO : Epoch 1702 | loss: 0.0311428 | val_loss: 0.0311778 | Time: 3115.58 ms [2022-03-15 00:54:06 main:581] : INFO : Epoch 1703 | loss: 0.031142 | val_loss: 0.0311796 | Time: 2040.75 ms [2022-03-15 00:54:08 main:581] : INFO : Epoch 1704 | loss: 0.0311414 | val_loss: 0.0311817 | Time: 2040.61 ms [2022-03-15 00:54:10 main:581] : INFO : Epoch 1705 | loss: 0.0311421 | val_loss: 0.0311799 | Time: 2121.58 ms [2022-03-15 00:54:12 main:581] : INFO : Epoch 1706 | loss: 0.0311469 | val_loss: 0.0311846 | Time: 2172.15 ms [2022-03-15 00:54:15 main:581] : INFO : Epoch 1707 | loss: 0.0311676 | val_loss: 0.0311806 | Time: 2064.06 ms [2022-03-15 00:54:17 main:581] : INFO : Epoch 1708 | loss: 0.0311653 | val_loss: 0.031175 | Time: 2041.87 ms [2022-03-15 00:54:19 main:581] : INFO : Epoch 1709 | loss: 0.0311586 | val_loss: 0.0311746 | Time: 2064.12 ms [2022-03-15 00:54:21 main:581] : INFO : Epoch 1710 | loss: 0.0311549 | val_loss: 0.0311744 | Time: 2233.22 ms [2022-03-15 00:54:23 main:581] : INFO : Epoch 1711 | loss: 0.0311529 | val_loss: 0.031178 | Time: 2080.72 ms [2022-03-15 00:54:25 main:581] : INFO : Epoch 1712 | loss: 0.0311496 | val_loss: 0.0311756 | Time: 2040.04 ms [2022-03-15 00:54:27 main:581] : INFO : Epoch 1713 | loss: 0.0311467 | val_loss: 0.0311744 | Time: 2062.12 ms [2022-03-15 00:54:29 main:581] : INFO : Epoch 1714 | loss: 0.0311457 | val_loss: 0.031177 | Time: 2197.53 ms DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: NVIDIA GeForce GTX 1660 Ti) [2022-03-15 01:38:15 main:442] : INFO : Set logging level to 1 [2022-03-15 01:38:15 main:448] : INFO : Running in BOINC Client mode [2022-03-15 01:38:15 main:451] : INFO : Resolving all filenames [2022-03-15 01:38:15 main:459] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-15 01:38:15 main:459] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-15 01:38:15 main:459] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-15 01:38:15 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-15 01:38:15 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-15 01:38:15 main:479] : INFO : Dataset filename: dataset.hdf5 [2022-03-15 01:38:15 main:481] : INFO : Configuration: [2022-03-15 01:38:15 main:482] : INFO : Model type: GRU [2022-03-15 01:38:15 main:483] : INFO : Validation Loss Threshold: 0.0001 [2022-03-15 01:38:15 main:484] : INFO : Max Epochs: 2048 [2022-03-15 01:38:15 main:485] : INFO : Batch Size: 128 [2022-03-15 01:38:15 main:486] : INFO : Learning Rate: 0.01 [2022-03-15 01:38:15 main:487] : INFO : Patience: 10 [2022-03-15 01:38:15 main:488] : INFO : Hidden Width: 12 [2022-03-15 01:38:15 main:489] : INFO : # Recurrent Layers: 4 [2022-03-15 01:38:15 main:490] : INFO : # Backend Layers: 4 [2022-03-15 01:38:15 main:491] : INFO : # Threads: 1 [2022-03-15 01:38:15 main:493] : INFO : Preparing Dataset [2022-03-15 01:38:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-15 01:38:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-15 01:38:16 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-15 01:38:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-15 01:38:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-15 01:38:16 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-15 01:38:16 main:501] : INFO : Creating Model [2022-03-15 01:38:16 main:514] : INFO : Preparing config file [2022-03-15 01:38:16 main:518] : INFO : Found checkpoint, attempting to load... [2022-03-15 01:38:16 main:519] : INFO : Loading config [2022-03-15 01:38:16 main:521] : INFO : Loading state [2022-03-15 01:38:17 main:566] : INFO : Loading DataLoader into Memory [2022-03-15 01:38:17 main:569] : INFO : Starting Training [2022-03-15 01:38:19 main:581] : INFO : Epoch 1715 | loss: 0.0312451 | val_loss: 0.0311986 | Time: 2599.26 ms [2022-03-15 01:38:21 main:581] : INFO : Epoch 1716 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 2201.3 ms [2022-03-15 01:38:24 main:581] : INFO : Epoch 1717 | loss: 0.03116 | val_loss: 0.0311758 | Time: 2124.71 ms [2022-03-15 01:38:26 main:581] : INFO : Epoch 1718 | loss: 0.0311573 | val_loss: 0.0311732 | Time: 2107.7 ms [2022-03-15 01:38:28 main:581] : INFO : Epoch 1719 | loss: 0.0311525 | val_loss: 0.0311754 | Time: 2245.76 ms [2022-03-15 01:38:30 main:581] : INFO : Epoch 1720 | loss: 0.0311516 | val_loss: 0.0311737 | Time: 2194.45 ms [2022-03-15 01:38:32 main:581] : INFO : Epoch 1721 | loss: 0.0311512 | val_loss: 0.0311712 | Time: 2126.86 ms [2022-03-15 01:38:34 main:581] : INFO : Epoch 1722 | loss: 0.0311488 | val_loss: 0.031174 | Time: 2104.88 ms [2022-03-15 01:38:37 main:581] : INFO : Epoch 1723 | loss: 0.0311461 | val_loss: 0.0311734 | Time: 2206.4 ms [2022-03-15 01:38:39 main:581] : INFO : Epoch 1724 | loss: 0.0311458 | val_loss: 0.0311764 | Time: 2200.05 ms [2022-03-15 01:38:41 main:581] : INFO : Epoch 1725 | loss: 0.0311456 | val_loss: 0.0311717 | Time: 2126.69 ms [2022-03-15 01:38:43 main:581] : INFO : Epoch 1726 | loss: 0.0311471 | val_loss: 0.0311771 | Time: 2104.89 ms [2022-03-15 01:38:45 main:581] : INFO : Epoch 1727 | loss: 0.0311466 | val_loss: 0.0311759 | Time: 2187.31 ms [2022-03-15 01:38:47 main:581] : INFO : Epoch 1728 | loss: 0.0311453 | val_loss: 0.0311788 | Time: 2206.91 ms [2022-03-15 01:38:49 main:581] : INFO : Epoch 1729 | loss: 0.0311438 | val_loss: 0.0311807 | Time: 2134.86 ms [2022-03-15 01:38:52 main:581] : INFO : Epoch 1730 | loss: 0.0311505 | val_loss: 0.0311849 | Time: 2107.65 ms [2022-03-15 01:38:54 main:581] : INFO : Epoch 1731 | loss: 0.0311458 | val_loss: 0.0311787 | Time: 2183.61 ms [2022-03-15 01:38:56 main:581] : INFO : Epoch 1732 | loss: 0.0311459 | val_loss: 0.0311714 | Time: 2218.38 ms [2022-03-15 01:38:58 main:581] : INFO : Epoch 1733 | loss: 0.0311501 | val_loss: 0.0311728 | Time: 2125.93 ms [2022-03-15 01:39:00 main:581] : INFO : Epoch 1734 | loss: 0.0311497 | val_loss: 0.031176 | Time: 2200.46 ms [2022-03-15 01:39:04 main:581] : INFO : Epoch 1735 | loss: 0.0311469 | val_loss: 0.0311716 | Time: 3605.97 ms [2022-03-15 01:39:06 main:581] : INFO : Epoch 1736 | loss: 0.0311419 | val_loss: 0.0311756 | Time: 2230.07 ms [2022-03-15 01:39:08 main:581] : INFO : Epoch 1737 | loss: 0.0311414 | val_loss: 0.0311757 | Time: 2103.38 ms [2022-03-15 01:39:10 main:581] : INFO : Epoch 1738 | loss: 0.0311405 | val_loss: 0.0311737 | Time: 2128.43 ms [2022-03-15 01:39:13 main:581] : INFO : Epoch 1739 | loss: 0.0311434 | val_loss: 0.0311719 | Time: 2237.37 ms [2022-03-15 01:39:15 main:581] : INFO : Epoch 1740 | loss: 0.0311409 | val_loss: 0.0311741 | Time: 2152.89 ms [2022-03-15 01:39:17 main:581] : INFO : Epoch 1741 | loss: 0.0311376 | val_loss: 0.0311772 | Time: 2104.79 ms [2022-03-15 01:39:19 main:581] : INFO : Epoch 1742 | loss: 0.0311374 | val_loss: 0.0311762 | Time: 2117.71 ms [2022-03-15 01:39:21 main:581] : INFO : Epoch 1743 | loss: 0.0311368 | val_loss: 0.0311711 | Time: 2223.46 ms [2022-03-15 01:39:23 main:581] : INFO : Epoch 1744 | loss: 0.0311378 | val_loss: 0.0311819 | Time: 2186.9 ms [2022-03-15 01:39:26 main:581] : INFO : Epoch 1745 | loss: 0.031138 | val_loss: 0.0311767 | Time: 2106.46 ms [2022-03-15 01:39:28 main:581] : INFO : Epoch 1746 | loss: 0.0311361 | val_loss: 0.0311782 | Time: 2106.15 ms [2022-03-15 01:39:30 main:581] : INFO : Epoch 1747 | loss: 0.031133 | val_loss: 0.0311814 | Time: 2230.64 ms [2022-03-15 01:39:32 main:581] : INFO : Epoch 1748 | loss: 0.0311325 | val_loss: 0.0311777 | Time: 2187.45 ms [2022-03-15 01:39:34 main:581] : INFO : Epoch 1749 | loss: 0.0311347 | val_loss: 0.0311811 | Time: 2114.25 ms [2022-03-15 01:39:36 main:581] : INFO : Epoch 1750 | loss: 0.0311356 | val_loss: 0.0311796 | Time: 2107.35 ms [2022-03-15 01:39:39 main:581] : INFO : Epoch 1751 | loss: 0.0311338 | val_loss: 0.0311831 | Time: 2226.1 ms [2022-03-15 01:39:41 main:581] : INFO : Epoch 1752 | loss: 0.0311329 | val_loss: 0.0311843 | Time: 2188.31 ms [2022-03-15 01:39:43 main:581] : INFO : Epoch 1753 | loss: 0.0311341 | val_loss: 0.0311798 | Time: 2115.14 ms [2022-03-15 01:39:45 main:581] : INFO : Epoch 1754 | loss: 0.0311356 | val_loss: 0.0311863 | Time: 2109.16 ms [2022-03-15 01:39:47 main:581] : INFO : Epoch 1755 | loss: 0.0311323 | val_loss: 0.031177 | Time: 2211.86 ms [2022-03-15 01:39:49 main:581] : INFO : Epoch 1756 | loss: 0.0311327 | val_loss: 0.0311768 | Time: 2207.11 ms [2022-03-15 01:39:51 main:581] : INFO : Epoch 1757 | loss: 0.0311318 | val_loss: 0.0311775 | Time: 2111.8 ms [2022-03-15 01:39:54 main:581] : INFO : Epoch 1758 | loss: 0.0311346 | val_loss: 0.0311836 | Time: 2112.17 ms [2022-03-15 01:39:56 main:581] : INFO : Epoch 1759 | loss: 0.0311325 | val_loss: 0.0311822 | Time: 2198.91 ms [2022-03-15 01:39:58 main:581] : INFO : Epoch 1760 | loss: 0.0311259 | val_loss: 0.0311824 | Time: 2228.99 ms [2022-03-15 01:40:00 main:581] : INFO : Epoch 1761 | loss: 0.0311272 | val_loss: 0.0311867 | Time: 2112.02 ms [2022-03-15 01:40:03 main:581] : INFO : Epoch 1762 | loss: 0.0311265 | val_loss: 0.0311911 | Time: 2723.53 ms [2022-03-15 01:40:05 main:581] : INFO : Epoch 1763 | loss: 0.031129 | val_loss: 0.0311839 | Time: 2225.51 ms [2022-03-15 01:40:07 main:581] : INFO : Epoch 1764 | loss: 0.0311326 | val_loss: 0.0311765 | Time: 2199.05 ms [2022-03-15 01:40:09 main:581] : INFO : Epoch 1765 | loss: 0.0311335 | val_loss: 0.0311817 | Time: 2103.87 ms [2022-03-15 01:40:11 main:581] : INFO : Epoch 1766 | loss: 0.0311303 | val_loss: 0.0311847 | Time: 2108.51 ms [2022-03-15 01:40:14 main:581] : INFO : Epoch 1767 | loss: 0.0311276 | val_loss: 0.0311803 | Time: 2230.35 ms [2022-03-15 01:40:16 main:581] : INFO : Epoch 1768 | loss: 0.0311497 | val_loss: 0.0311759 | Time: 2211.07 ms [2022-03-15 01:40:18 main:581] : INFO : Epoch 1769 | loss: 0.0311474 | val_loss: 0.0311799 | Time: 2114.12 ms [2022-03-15 01:40:20 main:581] : INFO : Epoch 1770 | loss: 0.0311404 | val_loss: 0.0311786 | Time: 2109.66 ms [2022-03-15 01:40:22 main:581] : INFO : Epoch 1771 | loss: 0.031136 | val_loss: 0.0311754 | Time: 2201.39 ms [2022-03-15 01:40:25 main:581] : INFO : Epoch 1772 | loss: 0.0311402 | val_loss: 0.0311798 | Time: 2236.46 ms [2022-03-15 01:40:27 main:581] : INFO : Epoch 1773 | loss: 0.0311353 | val_loss: 0.0311809 | Time: 2116.04 ms [2022-03-15 01:40:29 main:581] : INFO : Epoch 1774 | loss: 0.0311374 | val_loss: 0.0311772 | Time: 2108.81 ms [2022-03-15 01:40:31 main:581] : INFO : Epoch 1775 | loss: 0.0311345 | val_loss: 0.0311784 | Time: 2163.88 ms [2022-03-15 01:40:33 main:581] : INFO : Epoch 1776 | loss: 0.0311328 | val_loss: 0.0311743 | Time: 2259.54 ms [2022-03-15 01:40:35 main:581] : INFO : Epoch 1777 | loss: 0.0311341 | val_loss: 0.0311799 | Time: 2122.34 ms [2022-03-15 01:40:37 main:581] : INFO : Epoch 1778 | loss: 0.0311291 | val_loss: 0.0311885 | Time: 2109.75 ms [2022-03-15 01:40:40 main:581] : INFO : Epoch 1779 | loss: 0.0311248 | val_loss: 0.0311827 | Time: 2157.33 ms [2022-03-15 01:40:42 main:581] : INFO : Epoch 1780 | loss: 0.0311255 | val_loss: 0.0311867 | Time: 2268.3 ms [2022-03-15 01:40:44 main:581] : INFO : Epoch 1781 | loss: 0.0311244 | val_loss: 0.0311792 | Time: 2129.59 ms [2022-03-15 01:40:46 main:581] : INFO : Epoch 1782 | loss: 0.0311255 | val_loss: 0.0311801 | Time: 2101.67 ms [2022-03-15 01:40:48 main:581] : INFO : Epoch 1783 | loss: 0.0311251 | val_loss: 0.0311863 | Time: 2135.32 ms [2022-03-15 01:40:51 main:581] : INFO : Epoch 1784 | loss: 0.0311356 | val_loss: 0.0311854 | Time: 2295.59 ms [2022-03-15 01:40:53 main:581] : INFO : Epoch 1785 | loss: 0.0311307 | val_loss: 0.0311821 | Time: 2136.57 ms [2022-03-15 01:40:55 main:581] : INFO : Epoch 1786 | loss: 0.031125 | val_loss: 0.0311815 | Time: 2107.84 ms [2022-03-15 01:40:57 main:581] : INFO : Epoch 1787 | loss: 0.0311209 | val_loss: 0.0311872 | Time: 2120.8 ms [2022-03-15 01:40:59 main:581] : INFO : Epoch 1788 | loss: 0.0311185 | val_loss: 0.0311859 | Time: 2268.41 ms [2022-03-15 01:41:02 main:581] : INFO : Epoch 1789 | loss: 0.0311199 | val_loss: 0.0311863 | Time: 2692.86 ms [2022-03-15 01:41:05 main:581] : INFO : Epoch 1790 | loss: 0.0311194 | val_loss: 0.0311878 | Time: 2825.2 ms [2022-03-15 01:41:07 main:581] : INFO : Epoch 1791 | loss: 0.031121 | val_loss: 0.0311896 | Time: 2214.81 ms [2022-03-15 01:41:09 main:581] : INFO : Epoch 1792 | loss: 0.0311204 | val_loss: 0.0311929 | Time: 2255.37 ms [2022-03-15 01:41:11 main:581] : INFO : Epoch 1793 | loss: 0.0311221 | val_loss: 0.0311889 | Time: 2110.05 ms [2022-03-15 01:41:13 main:581] : INFO : Epoch 1794 | loss: 0.0311252 | val_loss: 0.031188 | Time: 2107.92 ms [2022-03-15 01:41:16 main:581] : INFO : Epoch 1795 | loss: 0.0311217 | val_loss: 0.0311859 | Time: 2197.08 ms [2022-03-15 01:41:18 main:581] : INFO : Epoch 1796 | loss: 0.0311202 | val_loss: 0.0311869 | Time: 2258.91 ms [2022-03-15 01:41:20 main:581] : INFO : Epoch 1797 | loss: 0.0311231 | val_loss: 0.0311857 | Time: 2124.01 ms [2022-03-15 01:41:22 main:581] : INFO : Epoch 1798 | loss: 0.0311275 | val_loss: 0.0311966 | Time: 2108.59 ms [2022-03-15 01:41:24 main:581] : INFO : Epoch 1799 | loss: 0.031125 | val_loss: 0.0311842 | Time: 2173.61 ms [2022-03-15 01:41:27 main:581] : INFO : Epoch 1800 | loss: 0.0311208 | val_loss: 0.0311836 | Time: 2279.35 ms [2022-03-15 01:41:29 main:581] : INFO : Epoch 1801 | loss: 0.0311222 | val_loss: 0.0311869 | Time: 2125 ms [2022-03-15 01:41:31 main:581] : INFO : Epoch 1802 | loss: 0.0311231 | val_loss: 0.0311836 | Time: 2107.99 ms [2022-03-15 01:41:33 main:581] : INFO : Epoch 1803 | loss: 0.0311229 | val_loss: 0.0311915 | Time: 2139.64 ms [2022-03-15 01:41:35 main:581] : INFO : Epoch 1804 | loss: 0.0311224 | val_loss: 0.0311866 | Time: 2291.76 ms [2022-03-15 01:41:37 main:581] : INFO : Epoch 1805 | loss: 0.0311167 | val_loss: 0.0311937 | Time: 2130.66 ms [2022-03-15 01:41:39 main:581] : INFO : Epoch 1806 | loss: 0.0311202 | val_loss: 0.0311897 | Time: 2107.05 ms [2022-03-15 01:41:42 main:581] : INFO : Epoch 1807 | loss: 0.0311224 | val_loss: 0.0311842 | Time: 2115.25 ms [2022-03-15 01:41:44 main:581] : INFO : Epoch 1808 | loss: 0.0311328 | val_loss: 0.0311898 | Time: 2281.72 ms [2022-03-15 01:41:46 main:581] : INFO : Epoch 1809 | loss: 0.0311326 | val_loss: 0.031183 | Time: 2168.07 ms [2022-03-15 01:41:48 main:581] : INFO : Epoch 1810 | loss: 0.0311643 | val_loss: 0.0311781 | Time: 2106 ms [2022-03-15 01:41:50 main:581] : INFO : Epoch 1811 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 2108.16 ms [2022-03-15 01:41:53 main:581] : INFO : Epoch 1812 | loss: 0.0311579 | val_loss: 0.031177 | Time: 2280.64 ms [2022-03-15 01:41:55 main:581] : INFO : Epoch 1813 | loss: 0.0311552 | val_loss: 0.031175 | Time: 2172.6 ms [2022-03-15 01:41:57 main:581] : INFO : Epoch 1814 | loss: 0.0311493 | val_loss: 0.0311791 | Time: 2108.3 ms [2022-03-15 01:41:59 main:581] : INFO : Epoch 1815 | loss: 0.0311447 | val_loss: 0.0311728 | Time: 2106.96 ms [2022-03-15 01:42:02 main:581] : INFO : Epoch 1816 | loss: 0.0311481 | val_loss: 0.0311735 | Time: 2712.7 ms [2022-03-15 01:42:05 main:581] : INFO : Epoch 1817 | loss: 0.0311447 | val_loss: 0.0311708 | Time: 3214.19 ms [2022-03-15 01:42:08 main:581] : INFO : Epoch 1818 | loss: 0.0311418 | val_loss: 0.0311738 | Time: 2699.16 ms [2022-03-15 01:42:10 main:581] : INFO : Epoch 1819 | loss: 0.0311419 | val_loss: 0.0311767 | Time: 2245.4 ms [2022-03-15 01:42:12 main:581] : INFO : Epoch 1820 | loss: 0.0311384 | val_loss: 0.0311682 | Time: 2186.79 ms [2022-03-15 01:42:14 main:581] : INFO : Epoch 1821 | loss: 0.0311385 | val_loss: 0.0311737 | Time: 2112.46 ms [2022-03-15 01:42:16 main:581] : INFO : Epoch 1822 | loss: 0.0311371 | val_loss: 0.0311727 | Time: 2105.76 ms [2022-03-15 01:42:18 main:581] : INFO : Epoch 1823 | loss: 0.0311314 | val_loss: 0.0311787 | Time: 2229.17 ms [2022-03-15 01:42:21 main:581] : INFO : Epoch 1824 | loss: 0.0311284 | val_loss: 0.0311764 | Time: 2211.38 ms [2022-03-15 01:42:23 main:581] : INFO : Epoch 1825 | loss: 0.0311282 | val_loss: 0.0311747 | Time: 2109.94 ms [2022-03-15 01:42:25 main:581] : INFO : Epoch 1826 | loss: 0.0311262 | val_loss: 0.0311776 | Time: 2108.5 ms [2022-03-15 01:42:27 main:581] : INFO : Epoch 1827 | loss: 0.0311323 | val_loss: 0.0311833 | Time: 2203.46 ms [2022-03-15 01:42:29 main:581] : INFO : Epoch 1828 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 2219.09 ms [2022-03-15 01:42:31 main:581] : INFO : Epoch 1829 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 2108.26 ms [2022-03-15 01:42:33 main:581] : INFO : Epoch 1830 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 2088.77 ms [2022-03-15 01:42:36 main:581] : INFO : Epoch 1831 | loss: 0.0311549 | val_loss: 0.0311764 | Time: 2138.43 ms [2022-03-15 01:42:38 main:581] : INFO : Epoch 1832 | loss: 0.0311529 | val_loss: 0.0311713 | Time: 2226.99 ms [2022-03-15 01:42:40 main:581] : INFO : Epoch 1833 | loss: 0.0311499 | val_loss: 0.0311702 | Time: 2096.75 ms [2022-03-15 01:42:42 main:581] : INFO : Epoch 1834 | loss: 0.0311477 | val_loss: 0.0311718 | Time: 2081.14 ms [2022-03-15 01:42:44 main:581] : INFO : Epoch 1835 | loss: 0.0311494 | val_loss: 0.0311712 | Time: 2102.81 ms [2022-03-15 01:42:46 main:581] : INFO : Epoch 1836 | loss: 0.0311502 | val_loss: 0.031185 | Time: 2232.65 ms [2022-03-15 01:42:48 main:581] : INFO : Epoch 1837 | loss: 0.0311491 | val_loss: 0.0311722 | Time: 2102.54 ms [2022-03-15 01:42:51 main:581] : INFO : Epoch 1838 | loss: 0.031142 | val_loss: 0.0311705 | Time: 2073.93 ms [2022-03-15 01:42:53 main:581] : INFO : Epoch 1839 | loss: 0.0311403 | val_loss: 0.0311715 | Time: 2095.78 ms [2022-03-15 01:42:55 main:581] : INFO : Epoch 1840 | loss: 0.0311413 | val_loss: 0.0311725 | Time: 2225.2 ms [2022-03-15 01:42:57 main:581] : INFO : Epoch 1841 | loss: 0.0311423 | val_loss: 0.0311736 | Time: 2121.81 ms [2022-03-15 01:42:59 main:581] : INFO : Epoch 1842 | loss: 0.0311387 | val_loss: 0.0311729 | Time: 2074.95 ms [2022-03-15 01:43:01 main:581] : INFO : Epoch 1843 | loss: 0.0311458 | val_loss: 0.0312197 | Time: 2105.57 ms [2022-03-15 01:43:03 main:581] : INFO : Epoch 1844 | loss: 0.0312378 | val_loss: 0.0312065 | Time: 2232.88 ms [2022-03-15 01:43:06 main:581] : INFO : Epoch 1845 | loss: 0.0311947 | val_loss: 0.0311872 | Time: 2134.37 ms [2022-03-15 01:43:08 main:581] : INFO : Epoch 1846 | loss: 0.0311787 | val_loss: 0.0311747 | Time: 2071.34 ms [2022-03-15 01:43:10 main:581] : INFO : Epoch 1847 | loss: 0.0311719 | val_loss: 0.0311712 | Time: 2070.89 ms [2022-03-15 01:43:12 main:581] : INFO : Epoch 1848 | loss: 0.0311686 | val_loss: 0.0311713 | Time: 2220.54 ms [2022-03-15 01:43:14 main:581] : INFO : Epoch 1849 | loss: 0.0311644 | val_loss: 0.0311698 | Time: 2164.46 ms [2022-03-15 01:43:16 main:581] : INFO : Epoch 1850 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 2070.42 ms [2022-03-15 01:43:18 main:581] : INFO : Epoch 1851 | loss: 0.0311647 | val_loss: 0.0311693 | Time: 2069.09 ms [2022-03-15 01:43:20 main:581] : INFO : Epoch 1852 | loss: 0.0311621 | val_loss: 0.0311716 | Time: 2161.89 ms [2022-03-15 01:43:23 main:581] : INFO : Epoch 1853 | loss: 0.0311583 | val_loss: 0.0311694 | Time: 2189.77 ms [2022-03-15 01:43:25 main:581] : INFO : Epoch 1854 | loss: 0.0311584 | val_loss: 0.031171 | Time: 2096.45 ms [2022-03-15 01:43:27 main:581] : INFO : Epoch 1855 | loss: 0.0311614 | val_loss: 0.0311695 | Time: 2076.38 ms [2022-03-15 01:43:29 main:581] : INFO : Epoch 1856 | loss: 0.0311603 | val_loss: 0.0311734 | Time: 2111.81 ms [2022-03-15 01:43:31 main:581] : INFO : Epoch 1857 | loss: 0.0311602 | val_loss: 0.0311719 | Time: 2232.8 ms [2022-03-15 01:43:33 main:581] : INFO : Epoch 1858 | loss: 0.0311559 | val_loss: 0.0311699 | Time: 2109.01 ms [2022-03-15 01:43:35 main:581] : INFO : Epoch 1859 | loss: 0.0311543 | val_loss: 0.0311694 | Time: 2069.65 ms [2022-03-15 01:43:37 main:581] : INFO : Epoch 1860 | loss: 0.0311504 | val_loss: 0.03117 | Time: 2106.58 ms [2022-03-15 01:43:40 main:581] : INFO : Epoch 1861 | loss: 0.0311508 | val_loss: 0.0311701 | Time: 2219.07 ms [2022-03-15 01:43:42 main:581] : INFO : Epoch 1862 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 2126.71 ms [2022-03-15 01:43:44 main:581] : INFO : Epoch 1863 | loss: 0.0311499 | val_loss: 0.0311699 | Time: 2084.04 ms [2022-03-15 01:43:46 main:581] : INFO : Epoch 1864 | loss: 0.0311489 | val_loss: 0.0311703 | Time: 2097.18 ms [2022-03-15 01:43:48 main:581] : INFO : Epoch 1865 | loss: 0.031146 | val_loss: 0.0311697 | Time: 2218.77 ms [2022-03-15 01:43:50 main:581] : INFO : Epoch 1866 | loss: 0.031146 | val_loss: 0.0311709 | Time: 2129.58 ms [2022-03-15 01:43:52 main:581] : INFO : Epoch 1867 | loss: 0.0311445 | val_loss: 0.0311728 | Time: 2072.72 ms [2022-03-15 01:43:54 main:581] : INFO : Epoch 1868 | loss: 0.031144 | val_loss: 0.0311699 | Time: 2096.35 ms [2022-03-15 01:43:57 main:581] : INFO : Epoch 1869 | loss: 0.0311423 | val_loss: 0.0311742 | Time: 2196.27 ms [2022-03-15 01:43:59 main:581] : INFO : Epoch 1870 | loss: 0.0311423 | val_loss: 0.0311761 | Time: 2148.76 ms [2022-03-15 01:44:01 main:581] : INFO : Epoch 1871 | loss: 0.0311424 | val_loss: 0.0311745 | Time: 2192.63 ms [2022-03-15 01:44:03 main:581] : INFO : Epoch 1872 | loss: 0.0311427 | val_loss: 0.0311747 | Time: 2095.53 ms [2022-03-15 01:44:05 main:581] : INFO : Epoch 1873 | loss: 0.031141 | val_loss: 0.0311734 | Time: 2175.3 ms [2022-03-15 01:44:07 main:581] : INFO : Epoch 1874 | loss: 0.0311415 | val_loss: 0.0311725 | Time: 2165.43 ms [2022-03-15 01:44:09 main:581] : INFO : Epoch 1875 | loss: 0.0311417 | val_loss: 0.0311707 | Time: 2073.12 ms [2022-03-15 01:44:12 main:581] : INFO : Epoch 1876 | loss: 0.0311408 | val_loss: 0.0311807 | Time: 2092.57 ms [2022-03-15 01:44:14 main:581] : INFO : Epoch 1877 | loss: 0.0311446 | val_loss: 0.0311744 | Time: 2136.21 ms [2022-03-15 01:44:16 main:581] : INFO : Epoch 1878 | loss: 0.0311444 | val_loss: 0.0311751 | Time: 2197.03 ms [2022-03-15 01:44:18 main:581] : INFO : Epoch 1879 | loss: 0.0311448 | val_loss: 0.0311728 | Time: 2088.72 ms [2022-03-15 01:44:20 main:581] : INFO : Epoch 1880 | loss: 0.0311416 | val_loss: 0.0311755 | Time: 2090.26 ms [2022-03-15 01:44:22 main:581] : INFO : Epoch 1881 | loss: 0.0311416 | val_loss: 0.0311731 | Time: 2105.19 ms [2022-03-15 01:44:24 main:581] : INFO : Epoch 1882 | loss: 0.0311383 | val_loss: 0.0311695 | Time: 2210.28 ms [2022-03-15 01:44:26 main:581] : INFO : Epoch 1883 | loss: 0.0311398 | val_loss: 0.0311722 | Time: 2101.67 ms [2022-03-15 01:44:29 main:581] : INFO : Epoch 1884 | loss: 0.0311381 | val_loss: 0.0311751 | Time: 2079.27 ms [2022-03-15 01:44:31 main:581] : INFO : Epoch 1885 | loss: 0.0311386 | val_loss: 0.0311766 | Time: 2117.13 ms [2022-03-15 01:44:33 main:581] : INFO : Epoch 1886 | loss: 0.0311371 | val_loss: 0.0311763 | Time: 2190.63 ms [2022-03-15 01:44:35 main:581] : INFO : Epoch 1887 | loss: 0.0311385 | val_loss: 0.0311784 | Time: 2118.94 ms [2022-03-15 01:44:37 main:581] : INFO : Epoch 1888 | loss: 0.0311385 | val_loss: 0.0311728 | Time: 2074.14 ms [2022-03-15 01:44:39 main:581] : INFO : Epoch 1889 | loss: 0.0311385 | val_loss: 0.031172 | Time: 2111.22 ms [2022-03-15 01:44:41 main:581] : INFO : Epoch 1890 | loss: 0.031138 | val_loss: 0.0311741 | Time: 2214.89 ms [2022-03-15 01:44:43 main:581] : INFO : Epoch 1891 | loss: 0.0311384 | val_loss: 0.0311715 | Time: 2132.24 ms [2022-03-15 01:44:46 main:581] : INFO : Epoch 1892 | loss: 0.0311361 | val_loss: 0.0311779 | Time: 2073.2 ms [2022-03-15 01:44:48 main:581] : INFO : Epoch 1893 | loss: 0.0311363 | val_loss: 0.0311754 | Time: 2108.14 ms [2022-03-15 01:44:50 main:581] : INFO : Epoch 1894 | loss: 0.0311378 | val_loss: 0.0311741 | Time: 2178.25 ms [2022-03-15 01:44:52 main:581] : INFO : Epoch 1895 | loss: 0.0311379 | val_loss: 0.0311751 | Time: 2151.29 ms [2022-03-15 01:44:54 main:581] : INFO : Epoch 1896 | loss: 0.0311382 | val_loss: 0.0311705 | Time: 2076.05 ms [2022-03-15 01:44:56 main:581] : INFO : Epoch 1897 | loss: 0.031139 | val_loss: 0.0311722 | Time: 2119.38 ms [2022-03-15 01:44:58 main:581] : INFO : Epoch 1898 | loss: 0.0311362 | val_loss: 0.0311738 | Time: 2141.76 ms [2022-03-15 01:45:01 main:581] : INFO : Epoch 1899 | loss: 0.0311359 | val_loss: 0.0311795 | Time: 2639.4 ms [2022-03-15 01:45:04 main:581] : INFO : Epoch 1900 | loss: 0.0311338 | val_loss: 0.0311755 | Time: 2939.86 ms [2022-03-15 01:45:06 main:581] : INFO : Epoch 1901 | loss: 0.0311341 | val_loss: 0.0311758 | Time: 2095.05 ms [2022-03-15 01:45:08 main:581] : INFO : Epoch 1902 | loss: 0.0311346 | val_loss: 0.031173 | Time: 2184.81 ms [2022-03-15 01:45:10 main:581] : INFO : Epoch 1903 | loss: 0.0311345 | val_loss: 0.0311748 | Time: 2121.6 ms [2022-03-15 01:45:12 main:581] : INFO : Epoch 1904 | loss: 0.0311316 | val_loss: 0.0311696 | Time: 2094.78 ms [2022-03-15 01:45:15 main:581] : INFO : Epoch 1905 | loss: 0.0311321 | val_loss: 0.0311741 | Time: 2099.64 ms [2022-03-15 01:45:17 main:581] : INFO : Epoch 1906 | loss: 0.0311302 | val_loss: 0.0311761 | Time: 2192.38 ms [2022-03-15 01:45:19 main:581] : INFO : Epoch 1907 | loss: 0.031132 | val_loss: 0.0311749 | Time: 2141.24 ms [2022-03-15 01:45:21 main:581] : INFO : Epoch 1908 | loss: 0.0311341 | val_loss: 0.0311791 | Time: 2088.6 ms [2022-03-15 01:45:23 main:581] : INFO : Epoch 1909 | loss: 0.0311413 | val_loss: 0.0311752 | Time: 2097.44 ms [2022-03-15 01:45:25 main:581] : INFO : Epoch 1910 | loss: 0.0311531 | val_loss: 0.0311757 | Time: 2160.15 ms [2022-03-15 01:45:27 main:581] : INFO : Epoch 1911 | loss: 0.0311502 | val_loss: 0.0311736 | Time: 2160.85 ms [2022-03-15 01:45:29 main:581] : INFO : Epoch 1912 | loss: 0.0311455 | val_loss: 0.031175 | Time: 2088.16 ms [2022-03-15 01:45:32 main:581] : INFO : Epoch 1913 | loss: 0.0311431 | val_loss: 0.0311722 | Time: 2096.9 ms [2022-03-15 01:45:34 main:581] : INFO : Epoch 1914 | loss: 0.0311413 | val_loss: 0.0311766 | Time: 2118.74 ms [2022-03-15 01:45:36 main:581] : INFO : Epoch 1915 | loss: 0.03114 | val_loss: 0.0311731 | Time: 2189.15 ms [2022-03-15 01:45:38 main:581] : INFO : Epoch 1916 | loss: 0.0311395 | val_loss: 0.0311715 | Time: 2085.42 ms [2022-03-15 01:45:40 main:581] : INFO : Epoch 1917 | loss: 0.0311386 | val_loss: 0.0311684 | Time: 2154.91 ms [2022-03-15 01:45:42 main:581] : INFO : Epoch 1918 | loss: 0.031136 | val_loss: 0.0311754 | Time: 2045.63 ms [2022-03-15 01:45:44 main:581] : INFO : Epoch 1919 | loss: 0.0311363 | val_loss: 0.0311738 | Time: 2192.22 ms [2022-03-15 01:45:46 main:581] : INFO : Epoch 1920 | loss: 0.0311361 | val_loss: 0.0311725 | Time: 2146.61 ms [2022-03-15 01:45:49 main:581] : INFO : Epoch 1921 | loss: 0.031137 | val_loss: 0.0311723 | Time: 2173.77 ms [2022-03-15 01:45:51 main:581] : INFO : Epoch 1922 | loss: 0.0311346 | val_loss: 0.03117 | Time: 2089.29 ms [2022-03-15 01:45:53 main:581] : INFO : Epoch 1923 | loss: 0.0311335 | val_loss: 0.0311812 | Time: 2267.85 ms [2022-03-15 01:45:55 main:581] : INFO : Epoch 1924 | loss: 0.0311316 | val_loss: 0.031175 | Time: 2084.04 ms [2022-03-15 01:45:57 main:581] : INFO : Epoch 1925 | loss: 0.031129 | val_loss: 0.0311765 | Time: 2084.76 ms [2022-03-15 01:45:59 main:581] : INFO : Epoch 1926 | loss: 0.0311298 | val_loss: 0.0311745 | Time: 2043.34 ms [2022-03-15 01:46:01 main:581] : INFO : Epoch 1927 | loss: 0.0311269 | val_loss: 0.0311762 | Time: 2206.01 ms [2022-03-15 01:46:04 main:581] : INFO : Epoch 1928 | loss: 0.0311263 | val_loss: 0.031172 | Time: 2097.53 ms [2022-03-15 01:46:06 main:581] : INFO : Epoch 1929 | loss: 0.0311261 | val_loss: 0.0311785 | Time: 2077.66 ms [2022-03-15 01:46:08 main:581] : INFO : Epoch 1930 | loss: 0.0311282 | val_loss: 0.0311845 | Time: 2048.05 ms [2022-03-15 01:46:10 main:581] : INFO : Epoch 1931 | loss: 0.0311406 | val_loss: 0.0311688 | Time: 2178.75 ms [2022-03-15 01:46:12 main:581] : INFO : Epoch 1932 | loss: 0.0311382 | val_loss: 0.0311745 | Time: 2107.35 ms [2022-03-15 01:46:14 main:581] : INFO : Epoch 1933 | loss: 0.0311368 | val_loss: 0.0311715 | Time: 2073.14 ms [2022-03-15 01:46:16 main:581] : INFO : Epoch 1934 | loss: 0.0311393 | val_loss: 0.0311757 | Time: 2055.04 ms [2022-03-15 01:46:18 main:581] : INFO : Epoch 1935 | loss: 0.0311419 | val_loss: 0.0311744 | Time: 2141.7 ms [2022-03-15 01:46:20 main:581] : INFO : Epoch 1936 | loss: 0.0311374 | val_loss: 0.0311738 | Time: 2142.07 ms [2022-03-15 01:46:22 main:581] : INFO : Epoch 1937 | loss: 0.0311408 | val_loss: 0.0311723 | Time: 2076.25 ms [2022-03-15 01:46:24 main:581] : INFO : Epoch 1938 | loss: 0.0311484 | val_loss: 0.0312089 | Time: 2056.13 ms [2022-03-15 01:46:27 main:581] : INFO : Epoch 1939 | loss: 0.0312272 | val_loss: 0.0312466 | Time: 2100.19 ms [2022-03-15 01:46:29 main:581] : INFO : Epoch 1940 | loss: 0.0312532 | val_loss: 0.0313113 | Time: 2178.65 ms [2022-03-15 01:46:31 main:581] : INFO : Epoch 1941 | loss: 0.0316823 | val_loss: 0.0314264 | Time: 2100.07 ms [2022-03-15 01:46:33 main:581] : INFO : Epoch 1942 | loss: 0.0315752 | val_loss: 0.0320767 | Time: 2050.81 ms [2022-03-15 01:46:35 main:581] : INFO : Epoch 1943 | loss: 0.0314201 | val_loss: 0.0313068 | Time: 2063.1 ms [2022-03-15 01:46:37 main:581] : INFO : Epoch 1944 | loss: 0.031267 | val_loss: 0.0312497 | Time: 2197.82 ms [2022-03-15 01:46:39 main:581] : INFO : Epoch 1945 | loss: 0.0312508 | val_loss: 0.0312479 | Time: 2104.16 ms [2022-03-15 01:46:41 main:581] : INFO : Epoch 1946 | loss: 0.0312481 | val_loss: 0.0312452 | Time: 2049.23 ms [2022-03-15 01:46:43 main:581] : INFO : Epoch 1947 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 2058.51 ms [2022-03-15 01:46:46 main:581] : INFO : Epoch 1948 | loss: 0.0312435 | val_loss: 0.031242 | Time: 2193.01 ms [2022-03-15 01:46:48 main:581] : INFO : Epoch 1949 | loss: 0.0312404 | val_loss: 0.031238 | Time: 2126.1 ms [2022-03-15 01:46:50 main:581] : INFO : Epoch 1950 | loss: 0.0312378 | val_loss: 0.0312336 | Time: 2051.03 ms [2022-03-15 01:46:52 main:581] : INFO : Epoch 1951 | loss: 0.0312345 | val_loss: 0.0312307 | Time: 2045.24 ms [2022-03-15 01:46:54 main:581] : INFO : Epoch 1952 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 2189.6 ms [2022-03-15 01:46:56 main:581] : INFO : Epoch 1953 | loss: 0.0312274 | val_loss: 0.0312223 | Time: 2127.44 ms [2022-03-15 01:46:58 main:581] : INFO : Epoch 1954 | loss: 0.0312261 | val_loss: 0.0312214 | Time: 2055.73 ms [2022-03-15 01:47:00 main:581] : INFO : Epoch 1955 | loss: 0.0312286 | val_loss: 0.0312288 | Time: 2198.22 ms [2022-03-15 01:47:03 main:581] : INFO : Epoch 1956 | loss: 0.0312251 | val_loss: 0.0312185 | Time: 2725.98 ms [2022-03-15 01:47:05 main:581] : INFO : Epoch 1957 | loss: 0.0312188 | val_loss: 0.0312194 | Time: 2139.57 ms [2022-03-15 01:47:07 main:581] : INFO : Epoch 1958 | loss: 0.0312191 | val_loss: 0.0312171 | Time: 2048.31 ms [2022-03-15 01:47:09 main:581] : INFO : Epoch 1959 | loss: 0.0312174 | val_loss: 0.0312139 | Time: 2053.41 ms [2022-03-15 01:47:12 main:581] : INFO : Epoch 1960 | loss: 0.0312156 | val_loss: 0.0312138 | Time: 2174.94 ms [2022-03-15 01:47:14 main:581] : INFO : Epoch 1961 | loss: 0.0312172 | val_loss: 0.031216 | Time: 2145.56 ms [2022-03-15 01:47:16 main:581] : INFO : Epoch 1962 | loss: 0.0312136 | val_loss: 0.0312153 | Time: 2051.16 ms [2022-03-15 01:47:18 main:581] : INFO : Epoch 1963 | loss: 0.0312131 | val_loss: 0.0312173 | Time: 2046.07 ms [2022-03-15 01:47:20 main:581] : INFO : Epoch 1964 | loss: 0.0312123 | val_loss: 0.0312122 | Time: 2122.5 ms [2022-03-15 01:47:22 main:581] : INFO : Epoch 1965 | loss: 0.0312114 | val_loss: 0.0312131 | Time: 2191.47 ms [2022-03-15 01:47:24 main:581] : INFO : Epoch 1966 | loss: 0.0312106 | val_loss: 0.0312116 | Time: 2053.69 ms [2022-03-15 01:47:26 main:581] : INFO : Epoch 1967 | loss: 0.0312085 | val_loss: 0.0312112 | Time: 2046.99 ms [2022-03-15 01:47:28 main:581] : INFO : Epoch 1968 | loss: 0.0312079 | val_loss: 0.0312105 | Time: 2069.45 ms [2022-03-15 01:47:30 main:581] : INFO : Epoch 1969 | loss: 0.0312071 | val_loss: 0.0312111 | Time: 2213.16 ms [2022-03-15 01:47:33 main:581] : INFO : Epoch 1970 | loss: 0.0312063 | val_loss: 0.0312103 | Time: 2090.51 ms [2022-03-15 01:47:35 main:581] : INFO : Epoch 1971 | loss: 0.0312056 | val_loss: 0.0312101 | Time: 2041.59 ms [2022-03-15 01:47:37 main:581] : INFO : Epoch 1972 | loss: 0.0312074 | val_loss: 0.0312129 | Time: 2070.59 ms [2022-03-15 01:47:39 main:581] : INFO : Epoch 1973 | loss: 0.0312058 | val_loss: 0.0312119 | Time: 2194.45 ms [2022-03-15 01:47:41 main:581] : INFO : Epoch 1974 | loss: 0.0312079 | val_loss: 0.0312084 | Time: 2101.11 ms [2022-03-15 01:47:43 main:581] : INFO : Epoch 1975 | loss: 0.0312047 | val_loss: 0.0312103 | Time: 2039.86 ms [2022-03-15 01:47:45 main:581] : INFO : Epoch 1976 | loss: 0.0312077 | val_loss: 0.0312096 | Time: 2075.85 ms [2022-03-15 01:47:47 main:581] : INFO : Epoch 1977 | loss: 0.0312084 | val_loss: 0.0312088 | Time: 2164.68 ms [2022-03-15 01:47:49 main:581] : INFO : Epoch 1978 | loss: 0.0312037 | val_loss: 0.0312081 | Time: 2142.3 ms [2022-03-15 01:47:51 main:581] : INFO : Epoch 1979 | loss: 0.0312026 | val_loss: 0.0312077 | Time: 2039.59 ms [2022-03-15 01:47:54 main:581] : INFO : Epoch 1980 | loss: 0.0312024 | val_loss: 0.0312093 | Time: 2070.39 ms [2022-03-15 01:47:56 main:581] : INFO : Epoch 1981 | loss: 0.0312018 | val_loss: 0.03121 | Time: 2142.79 ms [2022-03-15 01:47:58 main:581] : INFO : Epoch 1982 | loss: 0.0312042 | val_loss: 0.0312073 | Time: 2152.42 ms [2022-03-15 01:48:00 main:581] : INFO : Epoch 1983 | loss: 0.0312012 | val_loss: 0.0312081 | Time: 2048.94 ms [2022-03-15 01:48:02 main:581] : INFO : Epoch 1984 | loss: 0.0312017 | val_loss: 0.031207 | Time: 2140.2 ms [2022-03-15 01:48:04 main:581] : INFO : Epoch 1985 | loss: 0.0312005 | val_loss: 0.031207 | Time: 2084.18 ms [2022-03-15 01:48:06 main:581] : INFO : Epoch 1986 | loss: 0.0312002 | val_loss: 0.0312067 | Time: 2185.66 ms [2022-03-15 01:48:08 main:581] : INFO : Epoch 1987 | loss: 0.0311997 | val_loss: 0.0312063 | Time: 2067.2 ms [2022-03-15 01:48:10 main:581] : INFO : Epoch 1988 | loss: 0.0312016 | val_loss: 0.0312069 | Time: 2068.83 ms [2022-03-15 01:48:12 main:581] : INFO : Epoch 1989 | loss: 0.0311997 | val_loss: 0.0312072 | Time: 2049.9 ms [2022-03-15 01:48:15 main:581] : INFO : Epoch 1990 | loss: 0.0311998 | val_loss: 0.0312083 | Time: 2243.63 ms [2022-03-15 01:48:17 main:581] : INFO : Epoch 1991 | loss: 0.0312007 | val_loss: 0.0312134 | Time: 2080.72 ms [2022-03-15 01:48:19 main:581] : INFO : Epoch 1992 | loss: 0.0312008 | val_loss: 0.0312091 | Time: 2067.68 ms [2022-03-15 01:48:21 main:581] : INFO : Epoch 1993 | loss: 0.0312002 | val_loss: 0.0312051 | Time: 2052.23 ms [2022-03-15 01:48:23 main:581] : INFO : Epoch 1994 | loss: 0.0312016 | val_loss: 0.0312054 | Time: 2211.18 ms [2022-03-15 01:48:25 main:581] : INFO : Epoch 1995 | loss: 0.0312013 | val_loss: 0.0312054 | Time: 2114.77 ms [2022-03-15 01:48:27 main:581] : INFO : Epoch 1996 | loss: 0.031201 | val_loss: 0.0312044 | Time: 2061.2 ms [2022-03-15 01:48:29 main:581] : INFO : Epoch 1997 | loss: 0.0312035 | val_loss: 0.0312107 | Time: 2055.37 ms [2022-03-15 01:48:32 main:581] : INFO : Epoch 1998 | loss: 0.0312035 | val_loss: 0.0312135 | Time: 2186.92 ms [2022-03-15 01:48:34 main:581] : INFO : Epoch 1999 | loss: 0.0312081 | val_loss: 0.0312065 | Time: 2124.38 ms [2022-03-15 01:48:36 main:581] : INFO : Epoch 2000 | loss: 0.0312046 | val_loss: 0.0312065 | Time: 2065.13 ms [2022-03-15 01:48:38 main:581] : INFO : Epoch 2001 | loss: 0.0312058 | val_loss: 0.0312082 | Time: 2055.08 ms [2022-03-15 01:48:40 main:581] : INFO : Epoch 2002 | loss: 0.0312034 | val_loss: 0.0312048 | Time: 2143.16 ms [2022-03-15 01:48:42 main:581] : INFO : Epoch 2003 | loss: 0.0312013 | val_loss: 0.0312034 | Time: 2178.88 ms [2022-03-15 01:48:44 main:581] : INFO : Epoch 2004 | loss: 0.0312011 | val_loss: 0.0312029 | Time: 2062 ms [2022-03-15 01:48:46 main:581] : INFO : Epoch 2005 | loss: 0.0312027 | val_loss: 0.0312041 | Time: 2058.02 ms [2022-03-15 01:48:48 main:581] : INFO : Epoch 2006 | loss: 0.031202 | val_loss: 0.0312095 | Time: 2046.22 ms [2022-03-15 01:48:51 main:581] : INFO : Epoch 2007 | loss: 0.0312047 | val_loss: 0.0312062 | Time: 2253.01 ms [2022-03-15 01:48:53 main:581] : INFO : Epoch 2008 | loss: 0.0312002 | val_loss: 0.031203 | Time: 2101.19 ms [2022-03-15 01:48:55 main:581] : INFO : Epoch 2009 | loss: 0.031199 | val_loss: 0.0312023 | Time: 2060.23 ms [2022-03-15 01:48:57 main:581] : INFO : Epoch 2010 | loss: 0.0312017 | val_loss: 0.0312048 | Time: 2041.49 ms [2022-03-15 01:48:59 main:581] : INFO : Epoch 2011 | loss: 0.0312032 | val_loss: 0.0312088 | Time: 2234.09 ms [2022-03-15 01:49:01 main:581] : INFO : Epoch 2012 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 2523.36 ms [2022-03-15 01:49:04 main:581] : INFO : Epoch 2013 | loss: 0.0312031 | val_loss: 0.0312032 | Time: 2055.21 ms [2022-03-15 01:49:06 main:581] : INFO : Epoch 2014 | loss: 0.0312043 | val_loss: 0.0312034 | Time: 2043.64 ms [2022-03-15 01:49:08 main:581] : INFO : Epoch 2015 | loss: 0.0312024 | val_loss: 0.0312058 | Time: 2219.38 ms [2022-03-15 01:49:10 main:581] : INFO : Epoch 2016 | loss: 0.0312041 | val_loss: 0.0312045 | Time: 2127.45 ms [2022-03-15 01:49:12 main:581] : INFO : Epoch 2017 | loss: 0.0312028 | val_loss: 0.031204 | Time: 2055.34 ms [2022-03-15 01:49:14 main:581] : INFO : Epoch 2018 | loss: 0.0312021 | val_loss: 0.0312039 | Time: 2040.89 ms [2022-03-15 01:49:16 main:581] : INFO : Epoch 2019 | loss: 0.0312006 | val_loss: 0.0312025 | Time: 2216.05 ms [2022-03-15 01:49:18 main:581] : INFO : Epoch 2020 | loss: 0.0311997 | val_loss: 0.0312029 | Time: 2156.75 ms [2022-03-15 01:49:20 main:581] : INFO : Epoch 2021 | loss: 0.0311998 | val_loss: 0.0312031 | Time: 2062.08 ms [2022-03-15 01:49:23 main:581] : INFO : Epoch 2022 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 2040.36 ms [2022-03-15 01:49:25 main:581] : INFO : Epoch 2023 | loss: 0.0311992 | val_loss: 0.0312023 | Time: 2194.98 ms [2022-03-15 01:49:27 main:581] : INFO : Epoch 2024 | loss: 0.0311985 | val_loss: 0.0312019 | Time: 2164.1 ms [2022-03-15 01:49:29 main:581] : INFO : Epoch 2025 | loss: 0.0312008 | val_loss: 0.0312071 | Time: 2059.96 ms [2022-03-15 01:49:31 main:581] : INFO : Epoch 2026 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 2041.67 ms [2022-03-15 01:49:33 main:581] : INFO : Epoch 2027 | loss: 0.0311985 | val_loss: 0.0312021 | Time: 2086.88 ms [2022-03-15 01:49:35 main:581] : INFO : Epoch 2028 | loss: 0.0311971 | val_loss: 0.0312023 | Time: 2239.13 ms [2022-03-15 01:49:37 main:581] : INFO : Epoch 2029 | loss: 0.0311968 | val_loss: 0.0312025 | Time: 2094.57 ms [2022-03-15 01:49:39 main:581] : INFO : Epoch 2030 | loss: 0.0311969 | val_loss: 0.0312023 | Time: 2043.14 ms [2022-03-15 01:49:41 main:581] : INFO : Epoch 2031 | loss: 0.0311964 | val_loss: 0.0312017 | Time: 2042.27 ms [2022-03-15 01:49:44 main:581] : INFO : Epoch 2032 | loss: 0.0311968 | val_loss: 0.0312015 | Time: 2255.3 ms [2022-03-15 01:49:46 main:581] : INFO : Epoch 2033 | loss: 0.0311978 | val_loss: 0.031204 | Time: 2130.23 ms [2022-03-15 01:49:48 main:581] : INFO : Epoch 2034 | loss: 0.0311995 | val_loss: 0.0312023 | Time: 2039.03 ms [2022-03-15 01:49:50 main:581] : INFO : Epoch 2035 | loss: 0.0311992 | val_loss: 0.0312032 | Time: 2041.47 ms [2022-03-15 01:49:52 main:581] : INFO : Epoch 2036 | loss: 0.0311981 | val_loss: 0.0312013 | Time: 2224.29 ms [2022-03-15 01:49:54 main:581] : INFO : Epoch 2037 | loss: 0.0311991 | val_loss: 0.0312025 | Time: 2163.64 ms [2022-03-15 01:49:56 main:581] : INFO : Epoch 2038 | loss: 0.0312001 | val_loss: 0.031204 | Time: 2050.98 ms [2022-03-15 01:49:58 main:581] : INFO : Epoch 2039 | loss: 0.0311985 | val_loss: 0.0312001 | Time: 2041.53 ms [2022-03-15 01:50:01 main:581] : INFO : Epoch 2040 | loss: 0.0311977 | val_loss: 0.031199 | Time: 2404.72 ms [2022-03-15 01:50:04 main:581] : INFO : Epoch 2041 | loss: 0.0311967 | val_loss: 0.0311994 | Time: 2723.84 ms [2022-03-15 01:50:06 main:581] : INFO : Epoch 2042 | loss: 0.0311968 | val_loss: 0.031208 | Time: 2036.41 ms [2022-03-15 01:50:08 main:581] : INFO : Epoch 2043 | loss: 0.0311973 | val_loss: 0.0312003 | Time: 2039.52 ms [2022-03-15 01:50:10 main:581] : INFO : Epoch 2044 | loss: 0.0311964 | val_loss: 0.0311992 | Time: 2190.93 ms [2022-03-15 01:50:12 main:581] : INFO : Epoch 2045 | loss: 0.031195 | val_loss: 0.0311992 | Time: 2198.14 ms [2022-03-15 01:50:14 main:581] : INFO : Epoch 2046 | loss: 0.031194 | val_loss: 0.0311989 | Time: 2046.84 ms [2022-03-15 01:50:16 main:581] : INFO : Epoch 2047 | loss: 0.0311946 | val_loss: 0.0312014 | Time: 2036.07 ms [2022-03-15 01:50:18 main:581] : INFO : Epoch 2048 | loss: 0.0311949 | val_loss: 0.0312016 | Time: 2097.96 ms [2022-03-15 01:50:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312016 [2022-03-15 01:50:18 main:610] : INFO : Saving end state to config to file [2022-03-15 01:50:18 main:615] : INFO : Success, exiting.. 01:50:18 (5313): 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)