Task 9190261
| Name | ParityModified-1636178588-20038-3-0_0 |
| Workunit | 6626660 |
| Created | 26 Nov 2021, 2:05:56 UTC |
| Sent | 1 Dec 2021, 19:35:52 UTC |
| Report deadline | 9 Dec 2021, 19:35:52 UTC |
| Received | 2 Dec 2021, 6:18:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15748 |
| Run time | 1 hours 53 min 11 sec |
| CPU time | 1 hours 51 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,672.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.78 GB |
| Peak swap size | 4.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031162 | val_loss: 0.0311772 | Time: 1352.2 ms
[2021-12-02 05:02:51 main:574] : INFO : Epoch 1543 | loss: 0.0311593 | val_loss: 0.0311771 | Time: 1723.07 ms
[2021-12-02 05:02:53 main:574] : INFO : Epoch 1544 | loss: 0.03116 | val_loss: 0.0311771 | Time: 1858.33 ms
[2021-12-02 05:02:55 main:574] : INFO : Epoch 1545 | loss: 0.0311583 | val_loss: 0.0311759 | Time: 1836.4 ms
[2021-12-02 05:02:57 main:574] : INFO : Epoch 1546 | loss: 0.0311575 | val_loss: 0.0311766 | Time: 1882 ms
[2021-12-02 05:02:59 main:574] : INFO : Epoch 1547 | loss: 0.0311583 | val_loss: 0.0311848 | Time: 1803.16 ms
[2021-12-02 05:03:00 main:574] : INFO : Epoch 1548 | loss: 0.0311615 | val_loss: 0.0311817 | Time: 1168.62 ms
[2021-12-02 05:03:02 main:574] : INFO : Epoch 1549 | loss: 0.0311667 | val_loss: 0.0311756 | Time: 1856.15 ms
[2021-12-02 05:03:04 main:574] : INFO : Epoch 1550 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 1850.82 ms
[2021-12-02 05:03:05 main:574] : INFO : Epoch 1551 | loss: 0.0311627 | val_loss: 0.0311734 | Time: 1829.32 ms
[2021-12-02 05:03:07 main:574] : INFO : Epoch 1552 | loss: 0.031163 | val_loss: 0.0311744 | Time: 1899.13 ms
[2021-12-02 05:03:09 main:574] : INFO : Epoch 1553 | loss: 0.0311613 | val_loss: 0.0311754 | Time: 1730.88 ms
[2021-12-02 05:03:10 main:574] : INFO : Epoch 1554 | loss: 0.0311618 | val_loss: 0.0311753 | Time: 1329.01 ms
[2021-12-02 05:03:12 main:574] : INFO : Epoch 1555 | loss: 0.0311592 | val_loss: 0.0311741 | Time: 1860.63 ms
[2021-12-02 05:03:14 main:574] : INFO : Epoch 1556 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 1848.81 ms
[2021-12-02 05:03:16 main:574] : INFO : Epoch 1557 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 1862.9 ms
[2021-12-02 05:03:18 main:574] : INFO : Epoch 1558 | loss: 0.0311623 | val_loss: 0.0311746 | Time: 1852.38 ms
[2021-12-02 05:03:19 main:574] : INFO : Epoch 1559 | loss: 0.0311619 | val_loss: 0.0311745 | Time: 1552.29 ms
[2021-12-02 05:03:21 main:574] : INFO : Epoch 1560 | loss: 0.031161 | val_loss: 0.0311774 | Time: 1515.04 ms
[2021-12-02 05:03:23 main:574] : INFO : Epoch 1561 | loss: 0.031161 | val_loss: 0.0311743 | Time: 1845.22 ms
[2021-12-02 05:03:25 main:574] : INFO : Epoch 1562 | loss: 0.03116 | val_loss: 0.0311765 | Time: 1838.1 ms
[2021-12-02 05:03:27 main:574] : INFO : Epoch 1563 | loss: 0.0311664 | val_loss: 0.0311808 | Time: 1906.2 ms
[2021-12-02 05:03:28 main:574] : INFO : Epoch 1564 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 1796.6 ms
[2021-12-02 05:03:30 main:574] : INFO : Epoch 1565 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 1748.72 ms
[2021-12-02 05:03:32 main:574] : INFO : Epoch 1566 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 1866.33 ms
[2021-12-02 05:03:34 main:574] : INFO : Epoch 1567 | loss: 0.0311658 | val_loss: 0.0311811 | Time: 1822.36 ms
[2021-12-02 05:03:36 main:574] : INFO : Epoch 1568 | loss: 0.0311651 | val_loss: 0.0311802 | Time: 1829.8 ms
[2021-12-02 05:03:38 main:574] : INFO : Epoch 1569 | loss: 0.0311643 | val_loss: 0.0311766 | Time: 1870.87 ms
[2021-12-02 05:03:39 main:574] : INFO : Epoch 1570 | loss: 0.031164 | val_loss: 0.0311805 | Time: 1690.14 ms
[2021-12-02 05:03:41 main:574] : INFO : Epoch 1571 | loss: 0.0311642 | val_loss: 0.0311802 | Time: 1352.25 ms
[2021-12-02 05:03:42 main:574] : INFO : Epoch 1572 | loss: 0.0311649 | val_loss: 0.0311782 | Time: 1863.05 ms
[2021-12-02 05:03:44 main:574] : INFO : Epoch 1573 | loss: 0.0311634 | val_loss: 0.0311761 | Time: 1826.33 ms
[2021-12-02 05:03:46 main:574] : INFO : Epoch 1574 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 1911.26 ms
[2021-12-02 05:03:48 main:574] : INFO : Epoch 1575 | loss: 0.0311625 | val_loss: 0.0311762 | Time: 1860.1 ms
[2021-12-02 05:03:50 main:574] : INFO : Epoch 1576 | loss: 0.0311667 | val_loss: 0.0311774 | Time: 1503.6 ms
[2021-12-02 05:03:51 main:574] : INFO : Epoch 1577 | loss: 0.0311651 | val_loss: 0.0311799 | Time: 1540.3 ms
[2021-12-02 05:03:53 main:574] : INFO : Epoch 1578 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 1836.08 ms
[2021-12-02 05:03:55 main:574] : INFO : Epoch 1579 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 1838.68 ms
[2021-12-02 05:03:57 main:574] : INFO : Epoch 1580 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 1892.52 ms
[2021-12-02 05:03:59 main:574] : INFO : Epoch 1581 | loss: 0.031174 | val_loss: 0.0311834 | Time: 1854.6 ms
[2021-12-02 05:04:00 main:574] : INFO : Epoch 1582 | loss: 0.0311733 | val_loss: 0.0311761 | Time: 1311.52 ms
[2021-12-02 05:04:02 main:574] : INFO : Epoch 1583 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 1723.37 ms
[2021-12-02 05:04:03 main:574] : INFO : Epoch 1584 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 1867.47 ms
[2021-12-02 05:04:05 main:574] : INFO : Epoch 1585 | loss: 0.031169 | val_loss: 0.031178 | Time: 1807.19 ms
[2021-12-02 05:04:07 main:574] : INFO : Epoch 1586 | loss: 0.0311694 | val_loss: 0.0311793 | Time: 1885.39 ms
[2021-12-02 05:04:09 main:574] : INFO : Epoch 1587 | loss: 0.031169 | val_loss: 0.0311766 | Time: 1822.2 ms
[2021-12-02 05:04:10 main:574] : INFO : Epoch 1588 | loss: 0.0311702 | val_loss: 0.0311822 | Time: 1138.37 ms
[2021-12-02 05:04:12 main:574] : INFO : Epoch 1589 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 1877.69 ms
[2021-12-02 05:04:14 main:574] : INFO : Epoch 1590 | loss: 0.0311698 | val_loss: 0.0311785 | Time: 1791.61 ms
[2021-12-02 05:04:16 main:574] : INFO : Epoch 1591 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 1835.9 ms
[2021-12-02 05:04:18 main:574] : INFO : Epoch 1592 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 1874.26 ms
[2021-12-02 05:04:19 main:574] : INFO : Epoch 1593 | loss: 0.031166 | val_loss: 0.0311798 | Time: 1757.39 ms
[2021-12-02 05:04:21 main:574] : INFO : Epoch 1594 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 1288.9 ms
[2021-12-02 05:04:22 main:574] : INFO : Epoch 1595 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 1883.76 ms
[2021-12-02 05:04:24 main:574] : INFO : Epoch 1596 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 1838.23 ms
[2021-12-02 05:04:26 main:574] : INFO : Epoch 1597 | loss: 0.0311671 | val_loss: 0.0311718 | Time: 1875.08 ms
[2021-12-02 05:04:28 main:574] : INFO : Epoch 1598 | loss: 0.0311653 | val_loss: 0.0311755 | Time: 1839.28 ms
[2021-12-02 05:04:30 main:574] : INFO : Epoch 1599 | loss: 0.031169 | val_loss: 0.0311781 | Time: 1551.43 ms
[2021-12-02 05:04:31 main:574] : INFO : Epoch 1600 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 1557.75 ms
[2021-12-02 05:04:33 main:574] : INFO : Epoch 1601 | loss: 0.0311723 | val_loss: 0.0311738 | Time: 1865.13 ms
[2021-12-02 05:04:35 main:574] : INFO : Epoch 1602 | loss: 0.0311717 | val_loss: 0.0311762 | Time: 1825.23 ms
[2021-12-02 05:04:37 main:574] : INFO : Epoch 1603 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 1880.11 ms
[2021-12-02 05:04:39 main:574] : INFO : Epoch 1604 | loss: 0.0311703 | val_loss: 0.0311773 | Time: 1821.36 ms
[2021-12-02 05:04:40 main:574] : INFO : Epoch 1605 | loss: 0.0311736 | val_loss: 0.0311744 | Time: 1372.14 ms
[2021-12-02 05:04:42 main:574] : INFO : Epoch 1606 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 1735.4 ms
[2021-12-02 05:04:44 main:574] : INFO : Epoch 1607 | loss: 0.0311716 | val_loss: 0.0311728 | Time: 1859.4 ms
[2021-12-02 05:04:45 main:574] : INFO : Epoch 1608 | loss: 0.0311715 | val_loss: 0.0311788 | Time: 1836.77 ms
[2021-12-02 05:04:47 main:574] : INFO : Epoch 1609 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 1928.07 ms
[2021-12-02 05:04:49 main:574] : INFO : Epoch 1610 | loss: 0.0311693 | val_loss: 0.031173 | Time: 1848.82 ms
[2021-12-02 05:04:50 main:574] : INFO : Epoch 1611 | loss: 0.0311702 | val_loss: 0.0311711 | Time: 1214.95 ms
[2021-12-02 05:04:52 main:574] : INFO : Epoch 1612 | loss: 0.0311722 | val_loss: 0.0311717 | Time: 1869.29 ms
[2021-12-02 05:04:54 main:574] : INFO : Epoch 1613 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1840.47 ms
[2021-12-02 05:04:56 main:574] : INFO : Epoch 1614 | loss: 0.0311707 | val_loss: 0.031172 | Time: 1857.43 ms
[2021-12-02 05:04:58 main:574] : INFO : Epoch 1615 | loss: 0.0311706 | val_loss: 0.0311711 | Time: 1862.81 ms
[2021-12-02 05:04:59 main:574] : INFO : Epoch 1616 | loss: 0.0311707 | val_loss: 0.0311712 | Time: 1648.75 ms
[2021-12-02 05:05:01 main:574] : INFO : Epoch 1617 | loss: 0.0311712 | val_loss: 0.0311733 | Time: 1384.47 ms
[2021-12-02 05:05:03 main:574] : INFO : Epoch 1618 | loss: 0.0311708 | val_loss: 0.0311733 | Time: 1858.06 ms
[2021-12-02 05:05:05 main:574] : INFO : Epoch 1619 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 1836.69 ms
[2021-12-02 05:05:06 main:574] : INFO : Epoch 1620 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 1886.99 ms
[2021-12-02 05:05:08 main:574] : INFO : Epoch 1621 | loss: 0.0311701 | val_loss: 0.0311737 | Time: 1774.89 ms
[2021-12-02 05:05:10 main:574] : INFO : Epoch 1622 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 1493.18 ms
[2021-12-02 05:05:11 main:574] : INFO : Epoch 1623 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 1547.09 ms
[2021-12-02 05:05:13 main:574] : INFO : Epoch 1624 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 1843.25 ms
[2021-12-02 05:05:15 main:574] : INFO : Epoch 1625 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 2230.36 ms
[2021-12-02 05:05:17 main:574] : INFO : Epoch 1626 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 1859.29 ms
[2021-12-02 05:05:19 main:574] : INFO : Epoch 1627 | loss: 0.0311667 | val_loss: 0.0311699 | Time: 1805.8 ms
[2021-12-02 05:05:20 main:574] : INFO : Epoch 1628 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 1197.67 ms
[2021-12-02 05:05:22 main:574] : INFO : Epoch 1629 | loss: 0.0311666 | val_loss: 0.0311754 | Time: 1858.85 ms
[2021-12-02 05:05:24 main:574] : INFO : Epoch 1630 | loss: 0.0311662 | val_loss: 0.031173 | Time: 1824.87 ms
[2021-12-02 05:05:26 main:574] : INFO : Epoch 1631 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 1849.53 ms
[2021-12-02 05:05:28 main:574] : INFO : Epoch 1632 | loss: 0.031166 | val_loss: 0.0311725 | Time: 1909.67 ms
[2021-12-02 05:05:29 main:574] : INFO : Epoch 1633 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 1733.71 ms
[2021-12-02 05:05:31 main:574] : INFO : Epoch 1634 | loss: 0.0311644 | val_loss: 0.031175 | Time: 1280.67 ms
[2021-12-02 05:05:33 main:574] : INFO : Epoch 1635 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 1834.33 ms
[2021-12-02 05:05:34 main:574] : INFO : Epoch 1636 | loss: 0.0311642 | val_loss: 0.031172 | Time: 1836.25 ms
[2021-12-02 05:05:36 main:574] : INFO : Epoch 1637 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 1871.5 ms
[2021-12-02 05:05:38 main:574] : INFO : Epoch 1638 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 1829.31 ms
[2021-12-02 05:05:40 main:574] : INFO : Epoch 1639 | loss: 0.0311727 | val_loss: 0.0311769 | Time: 1552.95 ms
[2021-12-02 05:05:41 main:574] : INFO : Epoch 1640 | loss: 0.0311719 | val_loss: 0.031174 | Time: 1483.25 ms
[2021-12-02 05:05:43 main:574] : INFO : Epoch 1641 | loss: 0.0311717 | val_loss: 0.0311792 | Time: 1836.05 ms
[2021-12-02 05:05:45 main:574] : INFO : Epoch 1642 | loss: 0.0311721 | val_loss: 0.031176 | Time: 1813 ms
[2021-12-02 05:05:47 main:574] : INFO : Epoch 1643 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 1887.56 ms
[2021-12-02 05:05:49 main:574] : INFO : Epoch 1644 | loss: 0.031169 | val_loss: 0.0311764 | Time: 1841.79 ms
[2021-12-02 05:05:50 main:574] : INFO : Epoch 1645 | loss: 0.0311676 | val_loss: 0.031173 | Time: 1447.74 ms
[2021-12-02 05:05:52 main:574] : INFO : Epoch 1646 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 1724.57 ms
[2021-12-02 05:05:54 main:574] : INFO : Epoch 1647 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 1827.83 ms
[2021-12-02 05:05:55 main:574] : INFO : Epoch 1648 | loss: 0.0311662 | val_loss: 0.0311775 | Time: 1875.93 ms
[2021-12-02 05:05:57 main:574] : INFO : Epoch 1649 | loss: 0.0311671 | val_loss: 0.031175 | Time: 1870.25 ms
[2021-12-02 05:05:59 main:574] : INFO : Epoch 1650 | loss: 0.0311662 | val_loss: 0.0311761 | Time: 1845.41 ms
[2021-12-02 05:06:00 main:574] : INFO : Epoch 1651 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 1169.29 ms
[2021-12-02 05:06:02 main:574] : INFO : Epoch 1652 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 1870.72 ms
[2021-12-02 05:06:04 main:574] : INFO : Epoch 1653 | loss: 0.0311706 | val_loss: 0.0311777 | Time: 1836.51 ms
[2021-12-02 05:06:06 main:574] : INFO : Epoch 1654 | loss: 0.0311734 | val_loss: 0.0311748 | Time: 1883.97 ms
[2021-12-02 05:06:08 main:574] : INFO : Epoch 1655 | loss: 0.0311737 | val_loss: 0.0311738 | Time: 1854.4 ms
[2021-12-02 05:06:10 main:574] : INFO : Epoch 1656 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 1728.25 ms
[2021-12-02 05:06:11 main:574] : INFO : Epoch 1657 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 1395.2 ms
[2021-12-02 05:06:13 main:574] : INFO : Epoch 1658 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 1849.95 ms
[2021-12-02 05:06:15 main:574] : INFO : Epoch 1659 | loss: 0.0311682 | val_loss: 0.0311768 | Time: 1874.81 ms
[2021-12-02 05:06:17 main:574] : INFO : Epoch 1660 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 1891.76 ms
[2021-12-02 05:06:19 main:574] : INFO : Epoch 1661 | loss: 0.0311686 | val_loss: 0.0311792 | Time: 1827.29 ms
[2021-12-02 05:06:20 main:574] : INFO : Epoch 1662 | loss: 0.0311703 | val_loss: 0.0311751 | Time: 1595.31 ms
[2021-12-02 05:06:22 main:574] : INFO : Epoch 1663 | loss: 0.0311694 | val_loss: 0.0311741 | Time: 1718.94 ms
[2021-12-02 05:06:24 main:574] : INFO : Epoch 1664 | loss: 0.0311723 | val_loss: 0.031176 | Time: 1832.13 ms
[2021-12-02 05:06:26 main:574] : INFO : Epoch 1665 | loss: 0.0311683 | val_loss: 0.0311751 | Time: 1859.36 ms
[2021-12-02 05:06:27 main:574] : INFO : Epoch 1666 | loss: 0.031168 | val_loss: 0.0311788 | Time: 1886.96 ms
[2021-12-02 05:06:29 main:574] : INFO : Epoch 1667 | loss: 0.031169 | val_loss: 0.0311725 | Time: 1842.11 ms
[2021-12-02 05:06:30 main:574] : INFO : Epoch 1668 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 1177.71 ms
[2021-12-02 05:06:32 main:574] : INFO : Epoch 1669 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 1843.63 ms
[2021-12-02 05:06:34 main:574] : INFO : Epoch 1670 | loss: 0.0311699 | val_loss: 0.0311731 | Time: 1871.92 ms
[2021-12-02 05:06:36 main:574] : INFO : Epoch 1671 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 1869.02 ms
[2021-12-02 05:06:38 main:574] : INFO : Epoch 1672 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 1868.46 ms
[2021-12-02 05:06:40 main:574] : INFO : Epoch 1673 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 1704.86 ms
[2021-12-02 05:06:41 main:574] : INFO : Epoch 1674 | loss: 0.0311667 | val_loss: 0.0311723 | Time: 1252.22 ms
[2021-12-02 05:06:43 main:574] : INFO : Epoch 1675 | loss: 0.0311665 | val_loss: 0.031176 | Time: 1877.32 ms
[2021-12-02 05:06:45 main:574] : INFO : Epoch 1676 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 1809.12 ms
[2021-12-02 05:06:47 main:574] : INFO : Epoch 1677 | loss: 0.0311662 | val_loss: 0.0311771 | Time: 1922.06 ms
[2021-12-02 05:06:48 main:574] : INFO : Epoch 1678 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 1807.55 ms
[2021-12-02 05:06:50 main:574] : INFO : Epoch 1679 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 1569.74 ms
[2021-12-02 05:06:51 main:574] : INFO : Epoch 1680 | loss: 0.0311664 | val_loss: 0.0311756 | Time: 1470.22 ms
[2021-12-02 05:06:53 main:574] : INFO : Epoch 1681 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 1837.93 ms
[2021-12-02 05:06:55 main:574] : INFO : Epoch 1682 | loss: 0.0311656 | val_loss: 0.0311766 | Time: 1861.05 ms
[2021-12-02 05:06:57 main:574] : INFO : Epoch 1683 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 1885.67 ms
[2021-12-02 05:06:59 main:574] : INFO : Epoch 1684 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 1818.97 ms
[2021-12-02 05:07:00 main:574] : INFO : Epoch 1685 | loss: 0.031165 | val_loss: 0.0311735 | Time: 1390.12 ms
[2021-12-02 05:07:02 main:574] : INFO : Epoch 1686 | loss: 0.0311661 | val_loss: 0.0311738 | Time: 1658.07 ms
[2021-12-02 05:07:04 main:574] : INFO : Epoch 1687 | loss: 0.0311662 | val_loss: 0.031175 | Time: 1816.54 ms
[2021-12-02 05:07:06 main:574] : INFO : Epoch 1688 | loss: 0.0311662 | val_loss: 0.0311721 | Time: 1848.99 ms
[2021-12-02 05:07:07 main:574] : INFO : Epoch 1689 | loss: 0.0311653 | val_loss: 0.0311711 | Time: 1875.08 ms
[2021-12-02 05:07:09 main:574] : INFO : Epoch 1690 | loss: 0.0311628 | val_loss: 0.0311747 | Time: 1835.85 ms
[2021-12-02 05:07:11 main:574] : INFO : Epoch 1691 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 1264.41 ms
[2021-12-02 05:07:12 main:574] : INFO : Epoch 1692 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 1851.13 ms
[2021-12-02 05:07:14 main:574] : INFO : Epoch 1693 | loss: 0.0311649 | val_loss: 0.0311731 | Time: 1884.03 ms
[2021-12-02 05:07:16 main:574] : INFO : Epoch 1694 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 1867.7 ms
[2021-12-02 05:07:18 main:574] : INFO : Epoch 1695 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 1835.03 ms
[2021-12-02 05:07:20 main:574] : INFO : Epoch 1696 | loss: 0.0311648 | val_loss: 0.031171 | Time: 1766.19 ms
[2021-12-02 05:07:21 main:574] : INFO : Epoch 1697 | loss: 0.0311627 | val_loss: 0.0311727 | Time: 1329.29 ms
[2021-12-02 05:07:23 main:574] : INFO : Epoch 1698 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 1851.85 ms
[2021-12-02 05:07:25 main:574] : INFO : Epoch 1699 | loss: 0.0311646 | val_loss: 0.031174 | Time: 1835.62 ms
[2021-12-02 05:07:27 main:574] : INFO : Epoch 1700 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 1923.32 ms
[2021-12-02 05:07:29 main:574] : INFO : Epoch 1701 | loss: 0.0311649 | val_loss: 0.0311718 | Time: 1810.19 ms
[2021-12-02 05:07:30 main:574] : INFO : Epoch 1702 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 1566.14 ms
[2021-12-02 05:07:32 main:574] : INFO : Epoch 1703 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 1583.62 ms
[2021-12-02 05:07:33 main:574] : INFO : Epoch 1704 | loss: 0.0311646 | val_loss: 0.0311816 | Time: 1824.03 ms
[2021-12-02 05:07:35 main:574] : INFO : Epoch 1705 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 1854.04 ms
[2021-12-02 05:07:37 main:574] : INFO : Epoch 1706 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 1878.77 ms
[2021-12-02 05:07:39 main:574] : INFO : Epoch 1707 | loss: 0.0311618 | val_loss: 0.031173 | Time: 1846.52 ms
[2021-12-02 05:07:40 main:574] : INFO : Epoch 1708 | loss: 0.031162 | val_loss: 0.0311717 | Time: 1337.61 ms
[2021-12-02 05:07:42 main:574] : INFO : Epoch 1709 | loss: 0.0311609 | val_loss: 0.0311727 | Time: 1743.88 ms
[2021-12-02 05:07:44 main:574] : INFO : Epoch 1710 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 1841.61 ms
[2021-12-02 05:07:46 main:574] : INFO : Epoch 1711 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 1846.43 ms
[2021-12-02 05:07:48 main:574] : INFO : Epoch 1712 | loss: 0.0311603 | val_loss: 0.0311732 | Time: 1881.34 ms
[2021-12-02 05:07:50 main:574] : INFO : Epoch 1713 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 1840.44 ms
[2021-12-02 05:07:51 main:574] : INFO : Epoch 1714 | loss: 0.0311613 | val_loss: 0.0311738 | Time: 1176.2 ms
[2021-12-02 05:07:53 main:574] : INFO : Epoch 1715 | loss: 0.0311636 | val_loss: 0.031172 | Time: 1834.34 ms
[2021-12-02 05:07:54 main:574] : INFO : Epoch 1716 | loss: 0.0311616 | val_loss: 0.0311733 | Time: 1833.83 ms
[2021-12-02 05:07:56 main:574] : INFO : Epoch 1717 | loss: 0.0311612 | val_loss: 0.0311711 | Time: 1908.35 ms
[2021-12-02 05:07:58 main:574] : INFO : Epoch 1718 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 1824.16 ms
[2021-12-02 05:08:00 main:574] : INFO : Epoch 1719 | loss: 0.0311597 | val_loss: 0.0311699 | Time: 1686.64 ms
[2021-12-02 05:08:01 main:574] : INFO : Epoch 1720 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 1360.32 ms
[2021-12-02 05:08:03 main:574] : INFO : Epoch 1721 | loss: 0.0311585 | val_loss: 0.031173 | Time: 1827.26 ms
[2021-12-02 05:08:05 main:574] : INFO : Epoch 1722 | loss: 0.0311661 | val_loss: 0.0311746 | Time: 1835.5 ms
[2021-12-02 05:08:07 main:574] : INFO : Epoch 1723 | loss: 0.0311679 | val_loss: 0.0311717 | Time: 1867.15 ms
[2021-12-02 05:08:09 main:574] : INFO : Epoch 1724 | loss: 0.0311655 | val_loss: 0.0311768 | Time: 1830 ms
[2021-12-02 05:08:10 main:574] : INFO : Epoch 1725 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 1520.88 ms
[2021-12-02 05:08:12 main:574] : INFO : Epoch 1726 | loss: 0.0311672 | val_loss: 0.0311772 | Time: 1516.02 ms
[2021-12-02 05:08:14 main:574] : INFO : Epoch 1727 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 1829.6 ms
[2021-12-02 05:08:15 main:574] : INFO : Epoch 1728 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 1853.85 ms
[2021-12-02 05:08:17 main:574] : INFO : Epoch 1729 | loss: 0.0311695 | val_loss: 0.0311776 | Time: 1880.12 ms
[2021-12-02 05:08:19 main:574] : INFO : Epoch 1730 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 1808.35 ms
[2021-12-02 05:08:20 main:574] : INFO : Epoch 1731 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 1370.35 ms
[2021-12-02 05:08:22 main:574] : INFO : Epoch 1732 | loss: 0.0311712 | val_loss: 0.0311806 | Time: 1632.08 ms
[2021-12-02 05:08:24 main:574] : INFO : Epoch 1733 | loss: 0.0311728 | val_loss: 0.0311813 | Time: 1843.56 ms
[2021-12-02 05:08:26 main:574] : INFO : Epoch 1734 | loss: 0.0311714 | val_loss: 0.0311811 | Time: 1866.23 ms
[2021-12-02 05:08:28 main:574] : INFO : Epoch 1735 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 1863.66 ms
[2021-12-02 05:08:29 main:574] : INFO : Epoch 1736 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 1809.09 ms
[2021-12-02 05:08:31 main:574] : INFO : Epoch 1737 | loss: 0.0311692 | val_loss: 0.0311807 | Time: 1262.85 ms
[2021-12-02 05:08:33 main:574] : INFO : Epoch 1738 | loss: 0.0311786 | val_loss: 0.0311821 | Time: 1858.9 ms
[2021-12-02 05:08:34 main:574] : INFO : Epoch 1739 | loss: 0.0311812 | val_loss: 0.0311839 | Time: 1867.37 ms
[2021-12-02 05:08:36 main:574] : INFO : Epoch 1740 | loss: 0.03118 | val_loss: 0.0311834 | Time: 1897.05 ms
[2021-12-02 05:08:38 main:574] : INFO : Epoch 1741 | loss: 0.0311793 | val_loss: 0.031182 | Time: 1816.44 ms
[2021-12-02 05:08:40 main:574] : INFO : Epoch 1742 | loss: 0.0311788 | val_loss: 0.0311842 | Time: 1772.19 ms
[2021-12-02 05:08:41 main:574] : INFO : Epoch 1743 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 1423.6 ms
[2021-12-02 05:08:43 main:574] : INFO : Epoch 1744 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 1852.15 ms
[2021-12-02 05:08:45 main:574] : INFO : Epoch 1745 | loss: 0.0311745 | val_loss: 0.0311792 | Time: 1849.67 ms
[2021-12-02 05:08:47 main:574] : INFO : Epoch 1746 | loss: 0.0311752 | val_loss: 0.0311787 | Time: 1872.69 ms
[2021-12-02 05:08:49 main:574] : INFO : Epoch 1747 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 1838.73 ms
[2021-12-02 05:08:50 main:574] : INFO : Epoch 1748 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 1551.51 ms
[2021-12-02 05:08:52 main:574] : INFO : Epoch 1749 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1682.77 ms
[2021-12-02 05:08:54 main:574] : INFO : Epoch 1750 | loss: 0.0311741 | val_loss: 0.0311796 | Time: 1853.08 ms
[2021-12-02 05:08:56 main:574] : INFO : Epoch 1751 | loss: 0.0311741 | val_loss: 0.0311796 | Time: 1844.93 ms
[2021-12-02 05:08:58 main:574] : INFO : Epoch 1752 | loss: 0.0311756 | val_loss: 0.0311788 | Time: 1867.55 ms
[2021-12-02 05:08:59 main:574] : INFO : Epoch 1753 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 1832.97 ms
[2021-12-02 05:09:01 main:574] : INFO : Epoch 1754 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 1284.97 ms
[2021-12-02 05:09:03 main:574] : INFO : Epoch 1755 | loss: 0.0311725 | val_loss: 0.0311808 | Time: 1792.53 ms
[2021-12-02 05:09:04 main:574] : INFO : Epoch 1756 | loss: 0.0311728 | val_loss: 0.0311796 | Time: 1827.14 ms
[2021-12-02 05:09:06 main:574] : INFO : Epoch 1757 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 1896.51 ms
[2021-12-02 05:09:08 main:574] : INFO : Epoch 1758 | loss: 0.0311717 | val_loss: 0.0311797 | Time: 1859.22 ms
[2021-12-02 05:09:10 main:574] : INFO : Epoch 1759 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 1777.2 ms
[2021-12-02 05:09:11 main:574] : INFO : Epoch 1760 | loss: 0.0311712 | val_loss: 0.0311774 | Time: 1306.33 ms
[2021-12-02 05:09:13 main:574] : INFO : Epoch 1761 | loss: 0.0311739 | val_loss: 0.0311799 | Time: 1846.01 ms
[2021-12-02 05:09:15 main:574] : INFO : Epoch 1762 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 1814.34 ms
[2021-12-02 05:09:17 main:574] : INFO : Epoch 1763 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 1884.98 ms
[2021-12-02 05:09:19 main:574] : INFO : Epoch 1764 | loss: 0.0311845 | val_loss: 0.0311822 | Time: 1867.52 ms
[2021-12-02 05:09:20 main:574] : INFO : Epoch 1765 | loss: 0.0311756 | val_loss: 0.031178 | Time: 1590.88 ms
[2021-12-02 05:09:22 main:574] : INFO : Epoch 1766 | loss: 0.0311719 | val_loss: 0.031177 | Time: 1518.88 ms
[2021-12-02 05:09:24 main:574] : INFO : Epoch 1767 | loss: 0.0311731 | val_loss: 0.031178 | Time: 1804.46 ms
[2021-12-02 05:09:25 main:574] : INFO : Epoch 1768 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 1849.24 ms
[2021-12-02 05:09:27 main:574] : INFO : Epoch 1769 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 1857.83 ms
[2021-12-02 05:09:29 main:574] : INFO : Epoch 1770 | loss: 0.0311718 | val_loss: 0.031179 | Time: 1804.93 ms
[2021-12-02 05:09:31 main:574] : INFO : Epoch 1771 | loss: 0.0311698 | val_loss: 0.0311762 | Time: 1422.26 ms
[2021-12-02 05:09:32 main:574] : INFO : Epoch 1772 | loss: 0.0311699 | val_loss: 0.0311768 | Time: 1646.52 ms
[2021-12-02 05:09:34 main:574] : INFO : Epoch 1773 | loss: 0.0311699 | val_loss: 0.0311804 | Time: 1814.35 ms
[2021-12-02 05:09:36 main:574] : INFO : Epoch 1774 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 1852.54 ms
[2021-12-02 05:09:38 main:574] : INFO : Epoch 1775 | loss: 0.0311705 | val_loss: 0.031178 | Time: 1855.41 ms
[2021-12-02 05:09:40 main:574] : INFO : Epoch 1776 | loss: 0.0311711 | val_loss: 0.0311786 | Time: 1821.21 ms
[2021-12-02 05:09:41 main:574] : INFO : Epoch 1777 | loss: 0.0311705 | val_loss: 0.031179 | Time: 1280.13 ms
[2021-12-02 05:09:43 main:574] : INFO : Epoch 1778 | loss: 0.0311696 | val_loss: 0.0311786 | Time: 1838.88 ms
[2021-12-02 05:09:45 main:574] : INFO : Epoch 1779 | loss: 0.0311701 | val_loss: 0.0311817 | Time: 1818.28 ms
[2021-12-02 05:09:46 main:574] : INFO : Epoch 1780 | loss: 0.0311702 | val_loss: 0.031176 | Time: 1908.27 ms
[2021-12-02 05:09:48 main:574] : INFO : Epoch 1781 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 1817.23 ms
[2021-12-02 05:09:50 main:574] : INFO : Epoch 1782 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 1797.58 ms
[2021-12-02 05:09:51 main:574] : INFO : Epoch 1783 | loss: 0.0311704 | val_loss: 0.0311803 | Time: 1313.08 ms
[2021-12-02 05:09:53 main:574] : INFO : Epoch 1784 | loss: 0.0311681 | val_loss: 0.0311794 | Time: 1798.84 ms
[2021-12-02 05:09:55 main:574] : INFO : Epoch 1785 | loss: 0.0311673 | val_loss: 0.031181 | Time: 1815.98 ms
[2021-12-02 05:09:57 main:574] : INFO : Epoch 1786 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 1870.48 ms
[2021-12-02 05:09:59 main:574] : INFO : Epoch 1787 | loss: 0.031168 | val_loss: 0.0311795 | Time: 1864.87 ms
[2021-12-02 05:10:00 main:574] : INFO : Epoch 1788 | loss: 0.031171 | val_loss: 0.031186 | Time: 1599.76 ms
[2021-12-02 05:10:02 main:574] : INFO : Epoch 1789 | loss: 0.0311684 | val_loss: 0.0311796 | Time: 1472.37 ms
[2021-12-02 05:10:04 main:574] : INFO : Epoch 1790 | loss: 0.0311684 | val_loss: 0.0311788 | Time: 1807.18 ms
[2021-12-02 05:10:05 main:574] : INFO : Epoch 1791 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 1851.62 ms
[2021-12-02 05:10:07 main:574] : INFO : Epoch 1792 | loss: 0.0311676 | val_loss: 0.031179 | Time: 1889.39 ms
[2021-12-02 05:10:09 main:574] : INFO : Epoch 1793 | loss: 0.0311673 | val_loss: 0.0311781 | Time: 1827.6 ms
[2021-12-02 05:10:11 main:574] : INFO : Epoch 1794 | loss: 0.0311681 | val_loss: 0.0311771 | Time: 1468.35 ms
[2021-12-02 05:10:12 main:574] : INFO : Epoch 1795 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 1670.49 ms
[2021-12-02 05:10:14 main:574] : INFO : Epoch 1796 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 1825.1 ms
[2021-12-02 05:10:16 main:574] : INFO : Epoch 1797 | loss: 0.0311687 | val_loss: 0.0311802 | Time: 1845.88 ms
[2021-12-02 05:10:18 main:574] : INFO : Epoch 1798 | loss: 0.0311675 | val_loss: 0.0311819 | Time: 1849.58 ms
[2021-12-02 05:10:20 main:574] : INFO : Epoch 1799 | loss: 0.031167 | val_loss: 0.0311779 | Time: 1859.32 ms
[2021-12-02 05:10:21 main:574] : INFO : Epoch 1800 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 1232.6 ms
[2021-12-02 05:10:23 main:574] : INFO : Epoch 1801 | loss: 0.0311681 | val_loss: 0.0311789 | Time: 1779.36 ms
[2021-12-02 05:10:25 main:574] : INFO : Epoch 1802 | loss: 0.0311701 | val_loss: 0.0311802 | Time: 1849.29 ms
[2021-12-02 05:10:27 main:574] : INFO : Epoch 1803 | loss: 0.0311682 | val_loss: 0.0311779 | Time: 1886.5 ms
[2021-12-02 05:10:28 main:574] : INFO : Epoch 1804 | loss: 0.0311679 | val_loss: 0.031176 | Time: 1870.41 ms
[2021-12-02 05:10:30 main:574] : INFO : Epoch 1805 | loss: 0.0311685 | val_loss: 0.0311766 | Time: 1763.52 ms
[2021-12-02 05:10:31 main:574] : INFO : Epoch 1806 | loss: 0.0311703 | val_loss: 0.0311759 | Time: 1324.36 ms
[2021-12-02 05:10:33 main:574] : INFO : Epoch 1807 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 1840.67 ms
[2021-12-02 05:10:35 main:574] : INFO : Epoch 1808 | loss: 0.0311662 | val_loss: 0.0311766 | Time: 1814.98 ms
[2021-12-02 05:10:37 main:574] : INFO : Epoch 1809 | loss: 0.0311652 | val_loss: 0.031175 | Time: 1864.33 ms
[2021-12-02 05:10:39 main:574] : INFO : Epoch 1810 | loss: 0.0311656 | val_loss: 0.0311779 | Time: 1832.09 ms
[2021-12-02 05:10:40 main:574] : INFO : Epoch 1811 | loss: 0.0311689 | val_loss: 0.0311807 | Time: 1584.47 ms
[2021-12-02 05:10:42 main:574] : INFO : Epoch 1812 | loss: 0.0311695 | val_loss: 0.03118 | Time: 1485.05 ms
[2021-12-02 05:10:44 main:574] : INFO : Epoch 1813 | loss: 0.0311671 | val_loss: 0.0311778 | Time: 1817.82 ms
[2021-12-02 05:10:46 main:574] : INFO : Epoch 1814 | loss: 0.0311675 | val_loss: 0.0311787 | Time: 1816.85 ms
[2021-12-02 05:10:47 main:574] : INFO : Epoch 1815 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 1914.42 ms
[2021-12-02 05:10:49 main:574] : INFO : Epoch 1816 | loss: 0.0311665 | val_loss: 0.0311806 | Time: 1833.17 ms
[2021-12-02 05:10:51 main:574] : INFO : Epoch 1817 | loss: 0.0311697 | val_loss: 0.0311787 | Time: 1419.34 ms
[2021-12-02 05:10:52 main:574] : INFO : Epoch 1818 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 1600.69 ms
[2021-12-02 05:10:54 main:574] : INFO : Epoch 1819 | loss: 0.0311719 | val_loss: 0.03118 | Time: 1849.82 ms
[2021-12-02 05:10:56 main:574] : INFO : Epoch 1820 | loss: 0.0311698 | val_loss: 0.0311818 | Time: 1868.87 ms
[2021-12-02 05:10:58 main:574] : INFO : Epoch 1821 | loss: 0.0311725 | val_loss: 0.0311788 | Time: 1897.43 ms
[2021-12-02 05:11:00 main:574] : INFO : Epoch 1822 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 1837.54 ms
[2021-12-02 05:11:01 main:574] : INFO : Epoch 1823 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 1273.75 ms
[2021-12-02 05:11:03 main:574] : INFO : Epoch 1824 | loss: 0.0311734 | val_loss: 0.0311748 | Time: 1822.33 ms
[2021-12-02 05:11:05 main:574] : INFO : Epoch 1825 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 1835.6 ms
[2021-12-02 05:11:07 main:574] : INFO : Epoch 1826 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 1892.8 ms
[2021-12-02 05:11:09 main:574] : INFO : Epoch 1827 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 1864.57 ms
[2021-12-02 05:11:10 main:574] : INFO : Epoch 1828 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 1744.3 ms
[2021-12-02 05:11:12 main:574] : INFO : Epoch 1829 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 1351.23 ms
[2021-12-02 05:11:13 main:574] : INFO : Epoch 1830 | loss: 0.0311706 | val_loss: 0.0311788 | Time: 1839.11 ms
[2021-12-02 05:11:15 main:574] : INFO : Epoch 1831 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 1839.33 ms
[2021-12-02 05:11:17 main:574] : INFO : Epoch 1832 | loss: 0.0311691 | val_loss: 0.0311767 | Time: 1860.35 ms
[2021-12-02 05:11:19 main:574] : INFO : Epoch 1833 | loss: 0.0311689 | val_loss: 0.031177 | Time: 1828.4 ms
[2021-12-02 05:11:21 main:574] : INFO : Epoch 1834 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 1571.13 ms
[2021-12-02 05:11:22 main:574] : INFO : Epoch 1835 | loss: 0.0311679 | val_loss: 0.0311787 | Time: 1433.11 ms
[2021-12-02 05:11:24 main:574] : INFO : Epoch 1836 | loss: 0.0311673 | val_loss: 0.0311784 | Time: 1847.06 ms
[2021-12-02 05:11:26 main:574] : INFO : Epoch 1837 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 1819.31 ms
[2021-12-02 05:11:28 main:574] : INFO : Epoch 1838 | loss: 0.0311673 | val_loss: 0.0311781 | Time: 1866.34 ms
[2021-12-02 05:11:29 main:574] : INFO : Epoch 1839 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 1805.63 ms
[2021-12-02 05:11:31 main:574] : INFO : Epoch 1840 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 1480.27 ms
[2021-12-02 05:11:32 main:574] : INFO : Epoch 1841 | loss: 0.0311687 | val_loss: 0.0311765 | Time: 1617.73 ms
[2021-12-02 05:11:34 main:574] : INFO : Epoch 1842 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 1825.98 ms
[2021-12-02 05:11:36 main:574] : INFO : Epoch 1843 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 1859.56 ms
[2021-12-02 05:11:38 main:574] : INFO : Epoch 1844 | loss: 0.031167 | val_loss: 0.0311771 | Time: 1830.67 ms
[2021-12-02 05:11:40 main:574] : INFO : Epoch 1845 | loss: 0.0311655 | val_loss: 0.0311772 | Time: 1859.21 ms
[2021-12-02 05:11:41 main:574] : INFO : Epoch 1846 | loss: 0.0311659 | val_loss: 0.031176 | Time: 1271.62 ms
[2021-12-02 05:11:43 main:574] : INFO : Epoch 1847 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 1785.39 ms
[2021-12-02 05:11:45 main:574] : INFO : Epoch 1848 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 1871.6 ms
[2021-12-02 05:11:47 main:574] : INFO : Epoch 1849 | loss: 0.0311652 | val_loss: 0.0311769 | Time: 1922.08 ms
[2021-12-02 05:11:49 main:574] : INFO : Epoch 1850 | loss: 0.0311644 | val_loss: 0.0311814 | Time: 1842.32 ms
[2021-12-02 05:11:50 main:574] : INFO : Epoch 1851 | loss: 0.0311677 | val_loss: 0.0311815 | Time: 1759.24 ms
[2021-12-02 05:11:52 main:574] : INFO : Epoch 1852 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 1307.72 ms
[2021-12-02 05:11:54 main:574] : INFO : Epoch 1853 | loss: 0.0311666 | val_loss: 0.0311845 | Time: 1844.56 ms
[2021-12-02 05:11:55 main:574] : INFO : Epoch 1854 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 1869.35 ms
[2021-12-02 05:11:57 main:574] : INFO : Epoch 1855 | loss: 0.0311655 | val_loss: 0.0311787 | Time: 1867.65 ms
[2021-12-02 05:11:59 main:574] : INFO : Epoch 1856 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 1822.28 ms
[2021-12-02 05:12:01 main:574] : INFO : Epoch 1857 | loss: 0.0311668 | val_loss: 0.0311794 | Time: 1596.61 ms
[2021-12-02 05:12:02 main:574] : INFO : Epoch 1858 | loss: 0.031168 | val_loss: 0.0311803 | Time: 1465.09 ms
[2021-12-02 05:12:04 main:574] : INFO : Epoch 1859 | loss: 0.0311657 | val_loss: 0.0311761 | Time: 1826.34 ms
[2021-12-02 05:12:06 main:574] : INFO : Epoch 1860 | loss: 0.0311643 | val_loss: 0.0311783 | Time: 1838 ms
[2021-12-02 05:12:08 main:574] : INFO : Epoch 1861 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 1909.61 ms
[2021-12-02 05:12:10 main:574] : INFO : Epoch 1862 | loss: 0.0311667 | val_loss: 0.0311822 | Time: 1836.71 ms
[2021-12-02 05:12:11 main:574] : INFO : Epoch 1863 | loss: 0.031165 | val_loss: 0.0311799 | Time: 1440.86 ms
[2021-12-02 05:12:13 main:574] : INFO : Epoch 1864 | loss: 0.0311671 | val_loss: 0.0311796 | Time: 1712.29 ms
[2021-12-02 05:12:15 main:574] : INFO : Epoch 1865 | loss: 0.0311654 | val_loss: 0.0311759 | Time: 1865.81 ms
[2021-12-02 05:12:17 main:574] : INFO : Epoch 1866 | loss: 0.0311661 | val_loss: 0.0311798 | Time: 1910.86 ms
[2021-12-02 05:12:18 main:574] : INFO : Epoch 1867 | loss: 0.0311651 | val_loss: 0.0311794 | Time: 1821.21 ms
[2021-12-02 05:12:20 main:574] : INFO : Epoch 1868 | loss: 0.0311635 | val_loss: 0.0311777 | Time: 1845.31 ms
[2021-12-02 05:12:22 main:574] : INFO : Epoch 1869 | loss: 0.0311637 | val_loss: 0.0311761 | Time: 1310.88 ms
[2021-12-02 05:12:23 main:574] : INFO : Epoch 1870 | loss: 0.0311632 | val_loss: 0.0311777 | Time: 1831.46 ms
[2021-12-02 05:12:25 main:574] : INFO : Epoch 1871 | loss: 0.0311636 | val_loss: 0.0311771 | Time: 1833.02 ms
[2021-12-02 05:12:27 main:574] : INFO : Epoch 1872 | loss: 0.0311669 | val_loss: 0.0311769 | Time: 1959.99 ms
[2021-12-02 05:12:29 main:574] : INFO : Epoch 1873 | loss: 0.0311665 | val_loss: 0.0311778 | Time: 1819.9 ms
[2021-12-02 05:12:31 main:574] : INFO : Epoch 1874 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 1635.25 ms
[2021-12-02 05:12:32 main:574] : INFO : Epoch 1875 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 1368.8 ms
[2021-12-02 05:12:34 main:574] : INFO : Epoch 1876 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 1845.31 ms
[2021-12-02 05:12:36 main:574] : INFO : Epoch 1877 | loss: 0.0311659 | val_loss: 0.031179 | Time: 1884.01 ms
[2021-12-02 05:12:38 main:574] : INFO : Epoch 1878 | loss: 0.0311671 | val_loss: 0.0311771 | Time: 1927.33 ms
[2021-12-02 05:12:39 main:574] : INFO : Epoch 1879 | loss: 0.031165 | val_loss: 0.0311744 | Time: 1848.75 ms
[2021-12-02 05:12:41 main:574] : INFO : Epoch 1880 | loss: 0.0311636 | val_loss: 0.0311772 | Time: 1461.83 ms
[2021-12-02 05:12:43 main:574] : INFO : Epoch 1881 | loss: 0.0311633 | val_loss: 0.0311767 | Time: 1565.45 ms
[2021-12-02 05:12:44 main:574] : INFO : Epoch 1882 | loss: 0.0311646 | val_loss: 0.0311814 | Time: 1857.72 ms
[2021-12-02 05:12:46 main:574] : INFO : Epoch 1883 | loss: 0.031165 | val_loss: 0.031175 | Time: 1940.34 ms
[2021-12-02 05:12:48 main:574] : INFO : Epoch 1884 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 1852.45 ms
[2021-12-02 05:12:50 main:574] : INFO : Epoch 1885 | loss: 0.0311643 | val_loss: 0.0311821 | Time: 1824.52 ms
[2021-12-02 05:12:51 main:574] : INFO : Epoch 1886 | loss: 0.0311645 | val_loss: 0.0311748 | Time: 1271.08 ms
[2021-12-02 05:12:53 main:574] : INFO : Epoch 1887 | loss: 0.0311632 | val_loss: 0.0311776 | Time: 1759.12 ms
[2021-12-02 05:12:55 main:574] : INFO : Epoch 1888 | loss: 0.0311625 | val_loss: 0.0311748 | Time: 1822.47 ms
[2021-12-02 05:12:57 main:574] : INFO : Epoch 1889 | loss: 0.0311625 | val_loss: 0.0311755 | Time: 1895.33 ms
[2021-12-02 05:12:59 main:574] : INFO : Epoch 1890 | loss: 0.0311624 | val_loss: 0.0311775 | Time: 1851.32 ms
[2021-12-02 05:13:00 main:574] : INFO : Epoch 1891 | loss: 0.0311629 | val_loss: 0.0311754 | Time: 1827.55 ms
[2021-12-02 05:13:02 main:574] : INFO : Epoch 1892 | loss: 0.0311641 | val_loss: 0.031174 | Time: 1232.94 ms
[2021-12-02 05:13:04 main:574] : INFO : Epoch 1893 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 1849.28 ms
[2021-12-02 05:13:05 main:574] : INFO : Epoch 1894 | loss: 0.0311633 | val_loss: 0.0311753 | Time: 1871.96 ms
[2021-12-02 05:13:07 main:574] : INFO : Epoch 1895 | loss: 0.0311649 | val_loss: 0.0311779 | Time: 1897.18 ms
[2021-12-02 05:13:09 main:574] : INFO : Epoch 1896 | loss: 0.0311633 | val_loss: 0.0311782 | Time: 1836.34 ms
[2021-12-02 05:13:11 main:574] : INFO : Epoch 1897 | loss: 0.0311636 | val_loss: 0.0311781 | Time: 1654.49 ms
[2021-12-02 05:13:12 main:574] : INFO : Epoch 1898 | loss: 0.0311646 | val_loss: 0.0311759 | Time: 1463.48 ms
[2021-12-02 05:13:14 main:574] : INFO : Epoch 1899 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 1852.89 ms
[2021-12-02 05:13:16 main:574] : INFO : Epoch 1900 | loss: 0.031163 | val_loss: 0.031179 | Time: 1893.13 ms
[2021-12-02 05:13:18 main:574] : INFO : Epoch 1901 | loss: 0.0311633 | val_loss: 0.0311783 | Time: 1885.9 ms
[2021-12-02 05:13:20 main:574] : INFO : Epoch 1902 | loss: 0.0311629 | val_loss: 0.0311777 | Time: 1835.7 ms
[2021-12-02 05:13:21 main:574] : INFO : Epoch 1903 | loss: 0.0311629 | val_loss: 0.0311779 | Time: 1414 ms
[2021-12-02 05:13:23 main:574] : INFO : Epoch 1904 | loss: 0.0311623 | val_loss: 0.031181 | Time: 1697.62 ms
[2021-12-02 05:13:25 main:574] : INFO : Epoch 1905 | loss: 0.0311625 | val_loss: 0.0311811 | Time: 1819.86 ms
[2021-12-02 05:13:27 main:574] : INFO : Epoch 1906 | loss: 0.0311654 | val_loss: 0.0311798 | Time: 1873.38 ms
[2021-12-02 05:13:28 main:574] : INFO : Epoch 1907 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 1867.71 ms
[2021-12-02 05:13:30 main:574] : INFO : Epoch 1908 | loss: 0.0311678 | val_loss: 0.0311771 | Time: 1835.94 ms
[2021-12-02 05:13:32 main:574] : INFO : Epoch 1909 | loss: 0.0311675 | val_loss: 0.0311834 | Time: 1200.82 ms
[2021-12-02 05:13:33 main:574] : INFO : Epoch 1910 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1830.93 ms
[2021-12-02 05:13:35 main:574] : INFO : Epoch 1911 | loss: 0.031168 | val_loss: 0.0311752 | Time: 1826.34 ms
[2021-12-02 05:13:37 main:574] : INFO : Epoch 1912 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 1901.3 ms
[2021-12-02 05:13:39 main:574] : INFO : Epoch 1913 | loss: 0.031171 | val_loss: 0.0311807 | Time: 1839.54 ms
[2021-12-02 05:13:41 main:574] : INFO : Epoch 1914 | loss: 0.0311659 | val_loss: 0.0311771 | Time: 1718.86 ms
[2021-12-02 05:13:42 main:574] : INFO : Epoch 1915 | loss: 0.0311662 | val_loss: 0.031182 | Time: 1286.88 ms
[2021-12-02 05:13:44 main:574] : INFO : Epoch 1916 | loss: 0.0311643 | val_loss: 0.0311815 | Time: 1836.81 ms
[2021-12-02 05:13:46 main:574] : INFO : Epoch 1917 | loss: 0.0311641 | val_loss: 0.0311802 | Time: 1851.74 ms
[2021-12-02 05:13:48 main:574] : INFO : Epoch 1918 | loss: 0.0311638 | val_loss: 0.0311757 | Time: 1880.09 ms
[2021-12-02 05:13:49 main:574] : INFO : Epoch 1919 | loss: 0.0311666 | val_loss: 0.0311797 | Time: 1849.9 ms
[2021-12-02 05:13:51 main:574] : INFO : Epoch 1920 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 1603.88 ms
[2021-12-02 05:13:52 main:574] : INFO : Epoch 1921 | loss: 0.0311662 | val_loss: 0.0311762 | Time: 1498.6 ms
[2021-12-02 05:13:54 main:574] : INFO : Epoch 1922 | loss: 0.0311653 | val_loss: 0.0311783 | Time: 1802.93 ms
[2021-12-02 05:13:56 main:574] : INFO : Epoch 1923 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 1888.24 ms
[2021-12-02 05:13:58 main:574] : INFO : Epoch 1924 | loss: 0.0311636 | val_loss: 0.0311784 | Time: 1851.03 ms
[2021-12-02 05:14:00 main:574] : INFO : Epoch 1925 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 1807.59 ms
[2021-12-02 05:14:01 main:574] : INFO : Epoch 1926 | loss: 0.0311633 | val_loss: 0.031175 | Time: 1431.48 ms
[2021-12-02 05:14:03 main:574] : INFO : Epoch 1927 | loss: 0.0311636 | val_loss: 0.0311781 | Time: 1638.47 ms
[2021-12-02 05:14:05 main:574] : INFO : Epoch 1928 | loss: 0.0311632 | val_loss: 0.0311777 | Time: 1838.68 ms
[2021-12-02 05:14:07 main:574] : INFO : Epoch 1929 | loss: 0.0311629 | val_loss: 0.031175 | Time: 1905.67 ms
[2021-12-02 05:14:09 main:574] : INFO : Epoch 1930 | loss: 0.0311637 | val_loss: 0.03118 | Time: 1832.6 ms
[2021-12-02 05:14:10 main:574] : INFO : Epoch 1931 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 1832.76 ms
[2021-12-02 05:14:12 main:574] : INFO : Epoch 1932 | loss: 0.0311651 | val_loss: 0.0311827 | Time: 1202.14 ms
[2021-12-02 05:14:13 main:574] : INFO : Epoch 1933 | loss: 0.0311679 | val_loss: 0.0311782 | Time: 1776.84 ms
[2021-12-02 05:14:15 main:574] : INFO : Epoch 1934 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 1879.27 ms
[2021-12-02 05:14:17 main:574] : INFO : Epoch 1935 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 1892.94 ms
[2021-12-02 05:14:19 main:574] : INFO : Epoch 1936 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 1831.67 ms
[2021-12-02 05:14:21 main:574] : INFO : Epoch 1937 | loss: 0.0311695 | val_loss: 0.031178 | Time: 1759.8 ms
[2021-12-02 05:14:22 main:574] : INFO : Epoch 1938 | loss: 0.031169 | val_loss: 0.0311774 | Time: 1226.31 ms
[2021-12-02 05:14:24 main:574] : INFO : Epoch 1939 | loss: 0.031169 | val_loss: 0.0311766 | Time: 1826.01 ms
[2021-12-02 05:14:26 main:574] : INFO : Epoch 1940 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 1873.94 ms
[2021-12-02 05:14:28 main:574] : INFO : Epoch 1941 | loss: 0.0311694 | val_loss: 0.0311865 | Time: 1902.77 ms
[2021-12-02 05:14:29 main:574] : INFO : Epoch 1942 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 1829.19 ms
[2021-12-02 05:14:31 main:574] : INFO : Epoch 1943 | loss: 0.031169 | val_loss: 0.0311776 | Time: 1630.29 ms
[2021-12-02 05:14:32 main:574] : INFO : Epoch 1944 | loss: 0.0311668 | val_loss: 0.0311804 | Time: 1457.21 ms
[2021-12-02 05:14:34 main:574] : INFO : Epoch 1945 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 1838.91 ms
[2021-12-02 05:14:36 main:574] : INFO : Epoch 1946 | loss: 0.0311657 | val_loss: 0.0311769 | Time: 1907.15 ms
[2021-12-02 05:14:38 main:574] : INFO : Epoch 1947 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 1870.45 ms
[2021-12-02 05:14:40 main:574] : INFO : Epoch 1948 | loss: 0.0311677 | val_loss: 0.0311769 | Time: 1825.9 ms
[2021-12-02 05:14:41 main:574] : INFO : Epoch 1949 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 1415.53 ms
[2021-12-02 05:14:43 main:574] : INFO : Epoch 1950 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 1656.13 ms
[2021-12-02 05:14:45 main:574] : INFO : Epoch 1951 | loss: 0.0311652 | val_loss: 0.0311791 | Time: 1816.21 ms
[2021-12-02 05:14:47 main:574] : INFO : Epoch 1952 | loss: 0.0311661 | val_loss: 0.0311778 | Time: 1872.18 ms
[2021-12-02 05:14:49 main:574] : INFO : Epoch 1953 | loss: 0.0311692 | val_loss: 0.031177 | Time: 1822.03 ms
[2021-12-02 05:14:50 main:574] : INFO : Epoch 1954 | loss: 0.0311676 | val_loss: 0.0311758 | Time: 1834.66 ms
[2021-12-02 05:14:52 main:574] : INFO : Epoch 1955 | loss: 0.031168 | val_loss: 0.0311796 | Time: 1234.5 ms
[2021-12-02 05:14:53 main:574] : INFO : Epoch 1956 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 1801.93 ms
[2021-12-02 05:14:55 main:574] : INFO : Epoch 1957 | loss: 0.0311653 | val_loss: 0.0311786 | Time: 1841.01 ms
[2021-12-02 05:14:57 main:574] : INFO : Epoch 1958 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 1899.01 ms
[2021-12-02 05:14:59 main:574] : INFO : Epoch 1959 | loss: 0.031165 | val_loss: 0.0311778 | Time: 1845.2 ms
[2021-12-02 05:15:01 main:574] : INFO : Epoch 1960 | loss: 0.0311644 | val_loss: 0.0311791 | Time: 1818.91 ms
[2021-12-02 05:15:02 main:574] : INFO : Epoch 1961 | loss: 0.0311658 | val_loss: 0.0311813 | Time: 1294.86 ms
[2021-12-02 05:15:04 main:574] : INFO : Epoch 1962 | loss: 0.0311677 | val_loss: 0.0311772 | Time: 1839.71 ms
[2021-12-02 05:15:06 main:574] : INFO : Epoch 1963 | loss: 0.0311648 | val_loss: 0.0311805 | Time: 1831.28 ms
[2021-12-02 05:15:08 main:574] : INFO : Epoch 1964 | loss: 0.031165 | val_loss: 0.031178 | Time: 1878.54 ms
[2021-12-02 05:15:10 main:574] : INFO : Epoch 1965 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 1823.34 ms
[2021-12-02 05:15:11 main:574] : INFO : Epoch 1966 | loss: 0.0311635 | val_loss: 0.0311884 | Time: 1589.61 ms
[2021-12-02 05:15:13 main:574] : INFO : Epoch 1967 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 1451.6 ms
[2021-12-02 05:15:14 main:574] : INFO : Epoch 1968 | loss: 0.0311632 | val_loss: 0.0311775 | Time: 1836.78 ms
[2021-12-02 05:15:16 main:574] : INFO : Epoch 1969 | loss: 0.0311647 | val_loss: 0.0311829 | Time: 1908.74 ms
[2021-12-02 05:15:18 main:574] : INFO : Epoch 1970 | loss: 0.0311631 | val_loss: 0.0311767 | Time: 1759.24 ms
[2021-12-02 05:15:20 main:574] : INFO : Epoch 1971 | loss: 0.0311616 | val_loss: 0.0311776 | Time: 1739.62 ms
[2021-12-02 05:15:22 main:574] : INFO : Epoch 1972 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 1873.91 ms
[2021-12-02 05:15:24 main:574] : INFO : Epoch 1973 | loss: 0.0311618 | val_loss: 0.0311788 | Time: 1774.84 ms
[2021-12-02 05:15:25 main:574] : INFO : Epoch 1974 | loss: 0.0311617 | val_loss: 0.0311777 | Time: 1331.66 ms
[2021-12-02 05:15:27 main:574] : INFO : Epoch 1975 | loss: 0.0311614 | val_loss: 0.0311789 | Time: 1838.76 ms
[2021-12-02 05:15:28 main:574] : INFO : Epoch 1976 | loss: 0.0311618 | val_loss: 0.0311786 | Time: 1740.12 ms
[2021-12-02 05:15:30 main:574] : INFO : Epoch 1977 | loss: 0.0311615 | val_loss: 0.0311787 | Time: 1686.17 ms
[2021-12-02 05:15:32 main:574] : INFO : Epoch 1978 | loss: 0.0311627 | val_loss: 0.0311759 | Time: 1778 ms
[2021-12-02 05:15:34 main:574] : INFO : Epoch 1979 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 1616.66 ms
[2021-12-02 05:15:35 main:574] : INFO : Epoch 1980 | loss: 0.0311635 | val_loss: 0.0311767 | Time: 1321.95 ms
[2021-12-02 05:15:37 main:574] : INFO : Epoch 1981 | loss: 0.0311626 | val_loss: 0.0311803 | Time: 1695.31 ms
[2021-12-02 05:15:38 main:574] : INFO : Epoch 1982 | loss: 0.031163 | val_loss: 0.0311869 | Time: 1745.57 ms
[2021-12-02 05:15:40 main:574] : INFO : Epoch 1983 | loss: 0.0311639 | val_loss: 0.0311812 | Time: 1865.86 ms
[2021-12-02 05:15:42 main:574] : INFO : Epoch 1984 | loss: 0.0311639 | val_loss: 0.0311771 | Time: 1913.92 ms
[2021-12-02 05:15:44 main:574] : INFO : Epoch 1985 | loss: 0.0311625 | val_loss: 0.0311769 | Time: 1622.71 ms
[2021-12-02 05:15:45 main:574] : INFO : Epoch 1986 | loss: 0.031161 | val_loss: 0.0311825 | Time: 1439.61 ms
[2021-12-02 05:15:47 main:574] : INFO : Epoch 1987 | loss: 0.0311637 | val_loss: 0.0311792 | Time: 1890.01 ms
[2021-12-02 05:15:49 main:574] : INFO : Epoch 1988 | loss: 0.031169 | val_loss: 0.0311747 | Time: 1802.15 ms
[2021-12-02 05:15:51 main:574] : INFO : Epoch 1989 | loss: 0.031168 | val_loss: 0.0311762 | Time: 1821.1 ms
[2021-12-02 05:15:53 main:574] : INFO : Epoch 1990 | loss: 0.0311666 | val_loss: 0.0311751 | Time: 1890.43 ms
[2021-12-02 05:15:54 main:574] : INFO : Epoch 1991 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 1441.12 ms
[2021-12-02 05:15:56 main:574] : INFO : Epoch 1992 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1589.08 ms
[2021-12-02 05:15:57 main:574] : INFO : Epoch 1993 | loss: 0.0311651 | val_loss: 0.0311747 | Time: 1882.22 ms
[2021-12-02 05:15:59 main:574] : INFO : Epoch 1994 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 1833.27 ms
[2021-12-02 05:16:01 main:574] : INFO : Epoch 1995 | loss: 0.0311664 | val_loss: 0.0311749 | Time: 1900.46 ms
[2021-12-02 05:16:03 main:574] : INFO : Epoch 1996 | loss: 0.0311693 | val_loss: 0.031177 | Time: 1848.42 ms
[2021-12-02 05:16:04 main:574] : INFO : Epoch 1997 | loss: 0.031168 | val_loss: 0.031176 | Time: 1254.85 ms
[2021-12-02 05:16:06 main:574] : INFO : Epoch 1998 | loss: 0.0311677 | val_loss: 0.031174 | Time: 1831.11 ms
[2021-12-02 05:16:08 main:574] : INFO : Epoch 1999 | loss: 0.0311642 | val_loss: 0.0311745 | Time: 1864.83 ms
[2021-12-02 05:16:10 main:574] : INFO : Epoch 2000 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 1834.61 ms
[2021-12-02 05:16:12 main:574] : INFO : Epoch 2001 | loss: 0.0311638 | val_loss: 0.0311794 | Time: 1892.46 ms
[2021-12-02 05:16:14 main:574] : INFO : Epoch 2002 | loss: 0.0311675 | val_loss: 0.0311809 | Time: 1722.04 ms
[2021-12-02 05:16:15 main:574] : INFO : Epoch 2003 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 1252.06 ms
[2021-12-02 05:16:17 main:574] : INFO : Epoch 2004 | loss: 0.0311677 | val_loss: 0.0311784 | Time: 2480.6 ms
[2021-12-02 05:16:19 main:574] : INFO : Epoch 2005 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1828.86 ms
[2021-12-02 05:16:21 main:574] : INFO : Epoch 2006 | loss: 0.031167 | val_loss: 0.0311769 | Time: 1821.62 ms
[2021-12-02 05:16:23 main:574] : INFO : Epoch 2007 | loss: 0.0311677 | val_loss: 0.0311772 | Time: 1873.88 ms
[2021-12-02 05:16:24 main:574] : INFO : Epoch 2008 | loss: 0.0311664 | val_loss: 0.031176 | Time: 1389.39 ms
[2021-12-02 05:16:26 main:574] : INFO : Epoch 2009 | loss: 0.0311665 | val_loss: 0.0311798 | Time: 1639.27 ms
[2021-12-02 05:16:28 main:574] : INFO : Epoch 2010 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 1914.1 ms
[2021-12-02 05:16:30 main:574] : INFO : Epoch 2011 | loss: 0.0311688 | val_loss: 0.0311752 | Time: 1835.55 ms
[2021-12-02 05:16:31 main:574] : INFO : Epoch 2012 | loss: 0.031168 | val_loss: 0.0311752 | Time: 1835.67 ms
[2021-12-02 05:16:33 main:574] : INFO : Epoch 2013 | loss: 0.0311677 | val_loss: 0.0311788 | Time: 1729.01 ms
[2021-12-02 05:16:34 main:574] : INFO : Epoch 2014 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 1309.68 ms
[2021-12-02 05:16:36 main:574] : INFO : Epoch 2015 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 1890.78 ms
[2021-12-02 05:16:38 main:574] : INFO : Epoch 2016 | loss: 0.0311657 | val_loss: 0.0311772 | Time: 1821.79 ms
[2021-12-02 05:16:40 main:574] : INFO : Epoch 2017 | loss: 0.0311654 | val_loss: 0.0311774 | Time: 1813.63 ms
[2021-12-02 05:16:42 main:574] : INFO : Epoch 2018 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 1856.27 ms
[2021-12-02 05:16:44 main:574] : INFO : Epoch 2019 | loss: 0.0311649 | val_loss: 0.0311748 | Time: 1785.36 ms
[2021-12-02 05:16:45 main:574] : INFO : Epoch 2020 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 1298.27 ms
[2021-12-02 05:16:47 main:574] : INFO : Epoch 2021 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 1867.92 ms
[2021-12-02 05:16:49 main:574] : INFO : Epoch 2022 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 1804.46 ms
[2021-12-02 05:16:50 main:574] : INFO : Epoch 2023 | loss: 0.0311666 | val_loss: 0.031175 | Time: 1814.92 ms
[2021-12-02 05:16:52 main:574] : INFO : Epoch 2024 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 1868.24 ms
[2021-12-02 05:16:54 main:574] : INFO : Epoch 2025 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 1600.99 ms
[2021-12-02 05:16:55 main:574] : INFO : Epoch 2026 | loss: 0.0311652 | val_loss: 0.031177 | Time: 1483.21 ms
[2021-12-02 05:16:57 main:574] : INFO : Epoch 2027 | loss: 0.0311644 | val_loss: 0.0311764 | Time: 1838.86 ms
[2021-12-02 05:16:59 main:574] : INFO : Epoch 2028 | loss: 0.0311643 | val_loss: 0.031174 | Time: 1772.46 ms
[2021-12-02 05:17:01 main:574] : INFO : Epoch 2029 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 1816.56 ms
[2021-12-02 05:17:03 main:574] : INFO : Epoch 2030 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 1865.97 ms
[2021-12-02 05:17:04 main:574] : INFO : Epoch 2031 | loss: 0.0311654 | val_loss: 0.0311789 | Time: 1414.61 ms
[2021-12-02 05:17:06 main:574] : INFO : Epoch 2032 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 1543.3 ms
[2021-12-02 05:17:08 main:574] : INFO : Epoch 2033 | loss: 0.0311658 | val_loss: 0.0311754 | Time: 1871.54 ms
[2021-12-02 05:17:09 main:574] : INFO : Epoch 2034 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 1800.97 ms
[2021-12-02 05:17:11 main:574] : INFO : Epoch 2035 | loss: 0.0311623 | val_loss: 0.0311746 | Time: 1912.37 ms
[2021-12-02 05:17:13 main:574] : INFO : Epoch 2036 | loss: 0.0311639 | val_loss: 0.0311764 | Time: 1841.81 ms
[2021-12-02 05:17:14 main:574] : INFO : Epoch 2037 | loss: 0.0311625 | val_loss: 0.031175 | Time: 1286.36 ms
[2021-12-02 05:17:16 main:574] : INFO : Epoch 2038 | loss: 0.0311631 | val_loss: 0.0311747 | Time: 1784.33 ms
[2021-12-02 05:17:18 main:574] : INFO : Epoch 2039 | loss: 0.0311638 | val_loss: 0.0311777 | Time: 1812.91 ms
[2021-12-02 05:17:20 main:574] : INFO : Epoch 2040 | loss: 0.0311637 | val_loss: 0.0311761 | Time: 1820.72 ms
[2021-12-02 05:17:22 main:574] : INFO : Epoch 2041 | loss: 0.0311628 | val_loss: 0.0311753 | Time: 1875.42 ms
[2021-12-02 05:17:24 main:574] : INFO : Epoch 2042 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 1799.95 ms
[2021-12-02 05:17:25 main:574] : INFO : Epoch 2043 | loss: 0.0311627 | val_loss: 0.031176 | Time: 1179.49 ms
[2021-12-02 05:17:27 main:574] : INFO : Epoch 2044 | loss: 0.0311618 | val_loss: 0.031174 | Time: 1859.11 ms
[2021-12-02 05:17:28 main:574] : INFO : Epoch 2045 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 1825.1 ms
[2021-12-02 05:17:30 main:574] : INFO : Epoch 2046 | loss: 0.0311616 | val_loss: 0.0311754 | Time: 1792.79 ms
[2021-12-02 05:17:32 main:574] : INFO : Epoch 2047 | loss: 0.0311605 | val_loss: 0.0311759 | Time: 1863.09 ms
[2021-12-02 05:17:34 main:574] : INFO : Epoch 2048 | loss: 0.0311605 | val_loss: 0.0311748 | Time: 1729.36 ms
[2021-12-02 05:17:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311748
[2021-12-02 05:17:34 main:603] : INFO : Saving end state to config to file
[2021-12-02 05:17:34 main:608] : INFO : Success, exiting..
05:17:34 (17012): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)