Task 14618814
| Name | ParityModified-1647042122-15267-2-0_2 |
| Workunit | 11025316 |
| Created | 12 Apr 2022, 18:53:45 UTC |
| Sent | 12 Apr 2022, 18:53:57 UTC |
| Report deadline | 20 Apr 2022, 18:53:57 UTC |
| Received | 12 Apr 2022, 20:01:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 5 min 40 sec |
| CPU time | 1 hours 4 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 1870.08 ms
[2022-04-12 21:45:32 main:574] : INFO : Epoch 1543 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 1868.42 ms
[2022-04-12 21:45:34 main:574] : INFO : Epoch 1544 | loss: 0.0311745 | val_loss: 0.031181 | Time: 1863.48 ms
[2022-04-12 21:45:36 main:574] : INFO : Epoch 1545 | loss: 0.0311749 | val_loss: 0.0311811 | Time: 1863.68 ms
[2022-04-12 21:45:38 main:574] : INFO : Epoch 1546 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 1867.22 ms
[2022-04-12 21:45:40 main:574] : INFO : Epoch 1547 | loss: 0.0311752 | val_loss: 0.031181 | Time: 1876.18 ms
[2022-04-12 21:45:42 main:574] : INFO : Epoch 1548 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 1862.75 ms
[2022-04-12 21:45:44 main:574] : INFO : Epoch 1549 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 1862.38 ms
[2022-04-12 21:45:45 main:574] : INFO : Epoch 1550 | loss: 0.031172 | val_loss: 0.0311805 | Time: 1878.54 ms
[2022-04-12 21:45:47 main:574] : INFO : Epoch 1551 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 1859.55 ms
[2022-04-12 21:45:49 main:574] : INFO : Epoch 1552 | loss: 0.0311726 | val_loss: 0.0311864 | Time: 1870.64 ms
[2022-04-12 21:45:51 main:574] : INFO : Epoch 1553 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 1875 ms
[2022-04-12 21:45:53 main:574] : INFO : Epoch 1554 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 1874.75 ms
[2022-04-12 21:45:55 main:574] : INFO : Epoch 1555 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 1867.18 ms
[2022-04-12 21:45:57 main:574] : INFO : Epoch 1556 | loss: 0.0311757 | val_loss: 0.031184 | Time: 1864.27 ms
[2022-04-12 21:45:59 main:574] : INFO : Epoch 1557 | loss: 0.0311719 | val_loss: 0.0311816 | Time: 1864.19 ms
[2022-04-12 21:46:00 main:574] : INFO : Epoch 1558 | loss: 0.0311713 | val_loss: 0.0311809 | Time: 1865.01 ms
[2022-04-12 21:46:02 main:574] : INFO : Epoch 1559 | loss: 0.0311714 | val_loss: 0.0311842 | Time: 1866.03 ms
[2022-04-12 21:46:04 main:574] : INFO : Epoch 1560 | loss: 0.0311712 | val_loss: 0.0311817 | Time: 1868.46 ms
[2022-04-12 21:46:06 main:574] : INFO : Epoch 1561 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 1852.72 ms
[2022-04-12 21:46:08 main:574] : INFO : Epoch 1562 | loss: 0.0311711 | val_loss: 0.0311803 | Time: 1869.27 ms
[2022-04-12 21:46:10 main:574] : INFO : Epoch 1563 | loss: 0.031171 | val_loss: 0.0311827 | Time: 1872.59 ms
[2022-04-12 21:46:12 main:574] : INFO : Epoch 1564 | loss: 0.0311696 | val_loss: 0.0311806 | Time: 1864.81 ms
[2022-04-12 21:46:14 main:574] : INFO : Epoch 1565 | loss: 0.0311696 | val_loss: 0.0311825 | Time: 1864.75 ms
[2022-04-12 21:46:15 main:574] : INFO : Epoch 1566 | loss: 0.0311683 | val_loss: 0.0311806 | Time: 1865.04 ms
[2022-04-12 21:46:17 main:574] : INFO : Epoch 1567 | loss: 0.0311715 | val_loss: 0.0311802 | Time: 1865.42 ms
[2022-04-12 21:46:19 main:574] : INFO : Epoch 1568 | loss: 0.0311689 | val_loss: 0.0311821 | Time: 1870.29 ms
[2022-04-12 21:46:21 main:574] : INFO : Epoch 1569 | loss: 0.0311691 | val_loss: 0.0311813 | Time: 1874.99 ms
[2022-04-12 21:46:23 main:574] : INFO : Epoch 1570 | loss: 0.0311687 | val_loss: 0.0311811 | Time: 1862.01 ms
[2022-04-12 21:46:25 main:574] : INFO : Epoch 1571 | loss: 0.0311698 | val_loss: 0.03118 | Time: 1859.32 ms
[2022-04-12 21:46:27 main:574] : INFO : Epoch 1572 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 1863.48 ms
[2022-04-12 21:46:29 main:574] : INFO : Epoch 1573 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 1868.17 ms
[2022-04-12 21:46:30 main:574] : INFO : Epoch 1574 | loss: 0.0311728 | val_loss: 0.0311813 | Time: 1869.56 ms
[2022-04-12 21:46:32 main:574] : INFO : Epoch 1575 | loss: 0.0311725 | val_loss: 0.0311836 | Time: 1875.14 ms
[2022-04-12 21:46:34 main:574] : INFO : Epoch 1576 | loss: 0.0311717 | val_loss: 0.0311921 | Time: 1869.95 ms
[2022-04-12 21:46:36 main:574] : INFO : Epoch 1577 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 1871.35 ms
[2022-04-12 21:46:38 main:574] : INFO : Epoch 1578 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 1874.43 ms
[2022-04-12 21:46:40 main:574] : INFO : Epoch 1579 | loss: 0.0311743 | val_loss: 0.031183 | Time: 1871.21 ms
[2022-04-12 21:46:42 main:574] : INFO : Epoch 1580 | loss: 0.0311733 | val_loss: 0.0311899 | Time: 1877.54 ms
[2022-04-12 21:46:44 main:574] : INFO : Epoch 1581 | loss: 0.0311781 | val_loss: 0.0312785 | Time: 1865.18 ms
[2022-04-12 21:46:46 main:574] : INFO : Epoch 1582 | loss: 0.0314769 | val_loss: 0.0312548 | Time: 1865.91 ms
[2022-04-12 21:46:47 main:574] : INFO : Epoch 1583 | loss: 0.0346613 | val_loss: 0.033857 | Time: 1875.65 ms
[2022-04-12 21:46:49 main:574] : INFO : Epoch 1584 | loss: 0.0318273 | val_loss: 0.0314472 | Time: 1870.66 ms
[2022-04-12 21:46:51 main:574] : INFO : Epoch 1585 | loss: 0.0313085 | val_loss: 0.0312512 | Time: 1867.07 ms
[2022-04-12 21:46:53 main:574] : INFO : Epoch 1586 | loss: 0.0312412 | val_loss: 0.0312257 | Time: 1862.5 ms
[2022-04-12 21:46:55 main:574] : INFO : Epoch 1587 | loss: 0.0312201 | val_loss: 0.031208 | Time: 1863.64 ms
[2022-04-12 21:46:57 main:574] : INFO : Epoch 1588 | loss: 0.0312044 | val_loss: 0.0311951 | Time: 1858.31 ms
[2022-04-12 21:46:59 main:574] : INFO : Epoch 1589 | loss: 0.0311969 | val_loss: 0.0311959 | Time: 1865.86 ms
[2022-04-12 21:47:01 main:574] : INFO : Epoch 1590 | loss: 0.0311956 | val_loss: 0.0311984 | Time: 1873.64 ms
[2022-04-12 21:47:02 main:574] : INFO : Epoch 1591 | loss: 0.0311896 | val_loss: 0.0311869 | Time: 1863.66 ms
[2022-04-12 21:47:04 main:574] : INFO : Epoch 1592 | loss: 0.0311849 | val_loss: 0.0311872 | Time: 1864.49 ms
[2022-04-12 21:47:06 main:574] : INFO : Epoch 1593 | loss: 0.0311831 | val_loss: 0.0311868 | Time: 1859.6 ms
[2022-04-12 21:47:08 main:574] : INFO : Epoch 1594 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 1868.19 ms
[2022-04-12 21:47:10 main:574] : INFO : Epoch 1595 | loss: 0.0311837 | val_loss: 0.0311898 | Time: 1872.14 ms
[2022-04-12 21:47:12 main:574] : INFO : Epoch 1596 | loss: 0.0311846 | val_loss: 0.0311841 | Time: 1857.97 ms
[2022-04-12 21:47:14 main:574] : INFO : Epoch 1597 | loss: 0.0311824 | val_loss: 0.0311861 | Time: 1863.53 ms
[2022-04-12 21:47:16 main:574] : INFO : Epoch 1598 | loss: 0.0311827 | val_loss: 0.0311862 | Time: 1862.3 ms
[2022-04-12 21:47:17 main:574] : INFO : Epoch 1599 | loss: 0.0311863 | val_loss: 0.0311864 | Time: 1879.96 ms
[2022-04-12 21:47:19 main:574] : INFO : Epoch 1600 | loss: 0.0311827 | val_loss: 0.0311872 | Time: 1878.34 ms
[2022-04-12 21:47:21 main:574] : INFO : Epoch 1601 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 1875.36 ms
[2022-04-12 21:47:23 main:574] : INFO : Epoch 1602 | loss: 0.0311806 | val_loss: 0.0311858 | Time: 1867.9 ms
[2022-04-12 21:47:25 main:574] : INFO : Epoch 1603 | loss: 0.03118 | val_loss: 0.0311848 | Time: 1858.37 ms
[2022-04-12 21:47:27 main:574] : INFO : Epoch 1604 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 1872.72 ms
[2022-04-12 21:47:29 main:574] : INFO : Epoch 1605 | loss: 0.031178 | val_loss: 0.0311834 | Time: 1864.1 ms
[2022-04-12 21:47:31 main:574] : INFO : Epoch 1606 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 1863.48 ms
[2022-04-12 21:47:32 main:574] : INFO : Epoch 1607 | loss: 0.031176 | val_loss: 0.0311824 | Time: 1857.77 ms
[2022-04-12 21:47:34 main:574] : INFO : Epoch 1608 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 1877.92 ms
[2022-04-12 21:47:36 main:574] : INFO : Epoch 1609 | loss: 0.0311746 | val_loss: 0.0311836 | Time: 1876.2 ms
[2022-04-12 21:47:38 main:574] : INFO : Epoch 1610 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 1868.59 ms
[2022-04-12 21:47:40 main:574] : INFO : Epoch 1611 | loss: 0.0311755 | val_loss: 0.0311811 | Time: 1873.35 ms
[2022-04-12 21:47:42 main:574] : INFO : Epoch 1612 | loss: 0.0311759 | val_loss: 0.0311809 | Time: 1863.94 ms
[2022-04-12 21:47:44 main:574] : INFO : Epoch 1613 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 1865.64 ms
[2022-04-12 21:47:46 main:574] : INFO : Epoch 1614 | loss: 0.0311744 | val_loss: 0.0311817 | Time: 1883.66 ms
[2022-04-12 21:47:48 main:574] : INFO : Epoch 1615 | loss: 0.031173 | val_loss: 0.0311806 | Time: 1872.47 ms
[2022-04-12 21:47:49 main:574] : INFO : Epoch 1616 | loss: 0.0311724 | val_loss: 0.0311825 | Time: 1861.62 ms
[2022-04-12 21:47:51 main:574] : INFO : Epoch 1617 | loss: 0.0311726 | val_loss: 0.0311837 | Time: 1864.3 ms
[2022-04-12 21:47:53 main:574] : INFO : Epoch 1618 | loss: 0.031172 | val_loss: 0.0311824 | Time: 1862.71 ms
[2022-04-12 21:47:55 main:574] : INFO : Epoch 1619 | loss: 0.0311716 | val_loss: 0.0311833 | Time: 1875.81 ms
[2022-04-12 21:47:57 main:574] : INFO : Epoch 1620 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 1862.92 ms
[2022-04-12 21:47:59 main:574] : INFO : Epoch 1621 | loss: 0.0311725 | val_loss: 0.031182 | Time: 1864.56 ms
[2022-04-12 21:48:01 main:574] : INFO : Epoch 1622 | loss: 0.0311719 | val_loss: 0.0311893 | Time: 1873.16 ms
[2022-04-12 21:48:03 main:574] : INFO : Epoch 1623 | loss: 0.0311744 | val_loss: 0.0311817 | Time: 1875.31 ms
[2022-04-12 21:48:04 main:574] : INFO : Epoch 1624 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 1867.73 ms
[2022-04-12 21:48:06 main:574] : INFO : Epoch 1625 | loss: 0.0311767 | val_loss: 0.03118 | Time: 1864.3 ms
[2022-04-12 21:48:08 main:574] : INFO : Epoch 1626 | loss: 0.031175 | val_loss: 0.0311781 | Time: 1865.91 ms
[2022-04-12 21:48:10 main:574] : INFO : Epoch 1627 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 1865.49 ms
[2022-04-12 21:48:12 main:574] : INFO : Epoch 1628 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 1875.4 ms
[2022-04-12 21:48:14 main:574] : INFO : Epoch 1629 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 1871.46 ms
[2022-04-12 21:48:16 main:574] : INFO : Epoch 1630 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 1873.47 ms
[2022-04-12 21:48:18 main:574] : INFO : Epoch 1631 | loss: 0.0311683 | val_loss: 0.031177 | Time: 1864.15 ms
[2022-04-12 21:48:20 main:574] : INFO : Epoch 1632 | loss: 0.0311697 | val_loss: 0.0311805 | Time: 1873.69 ms
[2022-04-12 21:48:21 main:574] : INFO : Epoch 1633 | loss: 0.0311703 | val_loss: 0.0311797 | Time: 1876.54 ms
[2022-04-12 21:48:23 main:574] : INFO : Epoch 1634 | loss: 0.0311686 | val_loss: 0.0311776 | Time: 1878.38 ms
[2022-04-12 21:48:25 main:574] : INFO : Epoch 1635 | loss: 0.0311678 | val_loss: 0.0311775 | Time: 1866.07 ms
[2022-04-12 21:48:27 main:574] : INFO : Epoch 1636 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 1879.72 ms
[2022-04-12 21:48:29 main:574] : INFO : Epoch 1637 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 1875.08 ms
[2022-04-12 21:48:31 main:574] : INFO : Epoch 1638 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 1870.83 ms
[2022-04-12 21:48:33 main:574] : INFO : Epoch 1639 | loss: 0.0311677 | val_loss: 0.0311801 | Time: 1889.58 ms
[2022-04-12 21:48:35 main:574] : INFO : Epoch 1640 | loss: 0.0311694 | val_loss: 0.0311854 | Time: 1864.37 ms
[2022-04-12 21:48:36 main:574] : INFO : Epoch 1641 | loss: 0.0311686 | val_loss: 0.0311791 | Time: 1875.27 ms
[2022-04-12 21:48:38 main:574] : INFO : Epoch 1642 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 1864.7 ms
[2022-04-12 21:48:40 main:574] : INFO : Epoch 1643 | loss: 0.031169 | val_loss: 0.0311791 | Time: 1875.48 ms
[2022-04-12 21:48:42 main:574] : INFO : Epoch 1644 | loss: 0.0311707 | val_loss: 0.0311783 | Time: 1873.39 ms
[2022-04-12 21:48:44 main:574] : INFO : Epoch 1645 | loss: 0.031169 | val_loss: 0.0311774 | Time: 1874.34 ms
[2022-04-12 21:48:46 main:574] : INFO : Epoch 1646 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 1875 ms
[2022-04-12 21:48:48 main:574] : INFO : Epoch 1647 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 1872.09 ms
[2022-04-12 21:48:50 main:574] : INFO : Epoch 1648 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 1881.55 ms
[2022-04-12 21:48:51 main:574] : INFO : Epoch 1649 | loss: 0.0311676 | val_loss: 0.031175 | Time: 1873.16 ms
[2022-04-12 21:48:53 main:574] : INFO : Epoch 1650 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 1875.42 ms
[2022-04-12 21:48:55 main:574] : INFO : Epoch 1651 | loss: 0.0311646 | val_loss: 0.031177 | Time: 1875.17 ms
[2022-04-12 21:48:57 main:574] : INFO : Epoch 1652 | loss: 0.0311651 | val_loss: 0.0311782 | Time: 1877.48 ms
[2022-04-12 21:48:59 main:574] : INFO : Epoch 1653 | loss: 0.0311641 | val_loss: 0.0311764 | Time: 1871.38 ms
[2022-04-12 21:49:01 main:574] : INFO : Epoch 1654 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 1881.92 ms
[2022-04-12 21:49:03 main:574] : INFO : Epoch 1655 | loss: 0.0311638 | val_loss: 0.0311757 | Time: 1861.32 ms
[2022-04-12 21:49:05 main:574] : INFO : Epoch 1656 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 1886.05 ms
[2022-04-12 21:49:07 main:574] : INFO : Epoch 1657 | loss: 0.0311615 | val_loss: 0.0311751 | Time: 1885.52 ms
[2022-04-12 21:49:08 main:574] : INFO : Epoch 1658 | loss: 0.031162 | val_loss: 0.0311734 | Time: 1871.18 ms
[2022-04-12 21:49:10 main:574] : INFO : Epoch 1659 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 1859.84 ms
[2022-04-12 21:49:12 main:574] : INFO : Epoch 1660 | loss: 0.0311633 | val_loss: 0.031178 | Time: 1867.28 ms
[2022-04-12 21:49:14 main:574] : INFO : Epoch 1661 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 1897.07 ms
[2022-04-12 21:49:16 main:574] : INFO : Epoch 1662 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 1878.13 ms
[2022-04-12 21:49:18 main:574] : INFO : Epoch 1663 | loss: 0.0311635 | val_loss: 0.0311742 | Time: 1876.96 ms
[2022-04-12 21:49:20 main:574] : INFO : Epoch 1664 | loss: 0.0311616 | val_loss: 0.0311748 | Time: 1862.68 ms
[2022-04-12 21:49:22 main:574] : INFO : Epoch 1665 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 1862.12 ms
[2022-04-12 21:49:23 main:574] : INFO : Epoch 1666 | loss: 0.031167 | val_loss: 0.0311735 | Time: 1885.02 ms
[2022-04-12 21:49:25 main:574] : INFO : Epoch 1667 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 1889.81 ms
[2022-04-12 21:49:27 main:574] : INFO : Epoch 1668 | loss: 0.0311658 | val_loss: 0.031175 | Time: 1876.25 ms
[2022-04-12 21:49:29 main:574] : INFO : Epoch 1669 | loss: 0.0311651 | val_loss: 0.0311736 | Time: 1870.08 ms
[2022-04-12 21:49:31 main:574] : INFO : Epoch 1670 | loss: 0.0311644 | val_loss: 0.0311759 | Time: 1875.89 ms
[2022-04-12 21:49:33 main:574] : INFO : Epoch 1671 | loss: 0.0311641 | val_loss: 0.031178 | Time: 1873.71 ms
[2022-04-12 21:49:35 main:574] : INFO : Epoch 1672 | loss: 0.0311631 | val_loss: 0.0311781 | Time: 1858.19 ms
[2022-04-12 21:49:37 main:574] : INFO : Epoch 1673 | loss: 0.031165 | val_loss: 0.031182 | Time: 1864.74 ms
[2022-04-12 21:49:38 main:574] : INFO : Epoch 1674 | loss: 0.0311657 | val_loss: 0.0311802 | Time: 1867.29 ms
[2022-04-12 21:49:40 main:574] : INFO : Epoch 1675 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 1857.56 ms
[2022-04-12 21:49:42 main:574] : INFO : Epoch 1676 | loss: 0.0311652 | val_loss: 0.0311741 | Time: 1864.34 ms
[2022-04-12 21:49:44 main:574] : INFO : Epoch 1677 | loss: 0.0311635 | val_loss: 0.0311753 | Time: 1869.37 ms
[2022-04-12 21:49:46 main:574] : INFO : Epoch 1678 | loss: 0.0311617 | val_loss: 0.0311768 | Time: 1879.28 ms
[2022-04-12 21:49:48 main:574] : INFO : Epoch 1679 | loss: 0.0311631 | val_loss: 0.0311765 | Time: 1870.32 ms
[2022-04-12 21:49:50 main:574] : INFO : Epoch 1680 | loss: 0.0311636 | val_loss: 0.0311783 | Time: 1874.85 ms
[2022-04-12 21:49:52 main:574] : INFO : Epoch 1681 | loss: 0.031164 | val_loss: 0.0311734 | Time: 1881 ms
[2022-04-12 21:49:53 main:574] : INFO : Epoch 1682 | loss: 0.0311638 | val_loss: 0.0311788 | Time: 1865.18 ms
[2022-04-12 21:49:55 main:574] : INFO : Epoch 1683 | loss: 0.0311605 | val_loss: 0.0311775 | Time: 1870.2 ms
[2022-04-12 21:49:57 main:574] : INFO : Epoch 1684 | loss: 0.0311599 | val_loss: 0.0311794 | Time: 1874.38 ms
[2022-04-12 21:49:59 main:574] : INFO : Epoch 1685 | loss: 0.0311623 | val_loss: 0.0311797 | Time: 1872.38 ms
[2022-04-12 21:50:01 main:574] : INFO : Epoch 1686 | loss: 0.0311643 | val_loss: 0.0311767 | Time: 1990.56 ms
[2022-04-12 21:50:03 main:574] : INFO : Epoch 1687 | loss: 0.031169 | val_loss: 0.0311787 | Time: 1858.35 ms
[2022-04-12 21:50:05 main:574] : INFO : Epoch 1688 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 1865.9 ms
[2022-04-12 21:50:07 main:574] : INFO : Epoch 1689 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 1882.42 ms
[2022-04-12 21:50:09 main:574] : INFO : Epoch 1690 | loss: 0.031164 | val_loss: 0.0311757 | Time: 1884.02 ms
[2022-04-12 21:50:10 main:574] : INFO : Epoch 1691 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 1872.01 ms
[2022-04-12 21:50:12 main:574] : INFO : Epoch 1692 | loss: 0.0311624 | val_loss: 0.0311779 | Time: 1871.89 ms
[2022-04-12 21:50:14 main:574] : INFO : Epoch 1693 | loss: 0.031161 | val_loss: 0.0311818 | Time: 1871.64 ms
[2022-04-12 21:50:16 main:574] : INFO : Epoch 1694 | loss: 0.0311612 | val_loss: 0.0311759 | Time: 1874.41 ms
[2022-04-12 21:50:18 main:574] : INFO : Epoch 1695 | loss: 0.0311597 | val_loss: 0.031177 | Time: 1875.48 ms
[2022-04-12 21:50:20 main:574] : INFO : Epoch 1696 | loss: 0.0311601 | val_loss: 0.0311801 | Time: 1887.14 ms
[2022-04-12 21:50:22 main:574] : INFO : Epoch 1697 | loss: 0.0311607 | val_loss: 0.031176 | Time: 1860.07 ms
[2022-04-12 21:50:24 main:574] : INFO : Epoch 1698 | loss: 0.0311604 | val_loss: 0.0311759 | Time: 1868.13 ms
[2022-04-12 21:50:25 main:574] : INFO : Epoch 1699 | loss: 0.0311601 | val_loss: 0.031174 | Time: 1879.48 ms
[2022-04-12 21:50:27 main:574] : INFO : Epoch 1700 | loss: 0.0311587 | val_loss: 0.031176 | Time: 1875.98 ms
[2022-04-12 21:50:29 main:574] : INFO : Epoch 1701 | loss: 0.0311632 | val_loss: 0.0311793 | Time: 1873.65 ms
[2022-04-12 21:50:31 main:574] : INFO : Epoch 1702 | loss: 0.0311603 | val_loss: 0.0311785 | Time: 1871.63 ms
[2022-04-12 21:50:33 main:574] : INFO : Epoch 1703 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 1873.99 ms
[2022-04-12 21:50:35 main:574] : INFO : Epoch 1704 | loss: 0.0311592 | val_loss: 0.0311752 | Time: 1866.41 ms
[2022-04-12 21:50:37 main:574] : INFO : Epoch 1705 | loss: 0.0311614 | val_loss: 0.0311777 | Time: 1880.01 ms
[2022-04-12 21:50:39 main:574] : INFO : Epoch 1706 | loss: 0.0311598 | val_loss: 0.0311782 | Time: 1875.06 ms
[2022-04-12 21:50:41 main:574] : INFO : Epoch 1707 | loss: 0.0311605 | val_loss: 0.0311798 | Time: 1880.85 ms
[2022-04-12 21:50:42 main:574] : INFO : Epoch 1708 | loss: 0.0311625 | val_loss: 0.0311769 | Time: 1865.85 ms
[2022-04-12 21:50:44 main:574] : INFO : Epoch 1709 | loss: 0.0311601 | val_loss: 0.0311776 | Time: 1865.28 ms
[2022-04-12 21:50:46 main:574] : INFO : Epoch 1710 | loss: 0.03116 | val_loss: 0.0311759 | Time: 1880.63 ms
[2022-04-12 21:50:48 main:574] : INFO : Epoch 1711 | loss: 0.0311588 | val_loss: 0.0311787 | Time: 1884 ms
[2022-04-12 21:50:50 main:574] : INFO : Epoch 1712 | loss: 0.0311598 | val_loss: 0.0311778 | Time: 1884.01 ms
[2022-04-12 21:50:52 main:574] : INFO : Epoch 1713 | loss: 0.0311608 | val_loss: 0.0311758 | Time: 1877.34 ms
[2022-04-12 21:50:54 main:574] : INFO : Epoch 1714 | loss: 0.0311578 | val_loss: 0.0311773 | Time: 1863.24 ms
[2022-04-12 21:50:56 main:574] : INFO : Epoch 1715 | loss: 0.0311603 | val_loss: 0.031182 | Time: 1875.49 ms
[2022-04-12 21:50:57 main:574] : INFO : Epoch 1716 | loss: 0.0311708 | val_loss: 0.03118 | Time: 1863.94 ms
[2022-04-12 21:50:59 main:574] : INFO : Epoch 1717 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 1882.46 ms
[2022-04-12 21:51:01 main:574] : INFO : Epoch 1718 | loss: 0.0311642 | val_loss: 0.031177 | Time: 1882.77 ms
[2022-04-12 21:51:03 main:574] : INFO : Epoch 1719 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 1878.48 ms
[2022-04-12 21:51:05 main:574] : INFO : Epoch 1720 | loss: 0.0311596 | val_loss: 0.0311767 | Time: 1872.68 ms
[2022-04-12 21:51:07 main:574] : INFO : Epoch 1721 | loss: 0.0311589 | val_loss: 0.0311792 | Time: 1872.37 ms
[2022-04-12 21:51:09 main:574] : INFO : Epoch 1722 | loss: 0.0311588 | val_loss: 0.0311788 | Time: 1877.67 ms
[2022-04-12 21:51:11 main:574] : INFO : Epoch 1723 | loss: 0.0311577 | val_loss: 0.0311831 | Time: 1885.24 ms
[2022-04-12 21:51:13 main:574] : INFO : Epoch 1724 | loss: 0.0311613 | val_loss: 0.031183 | Time: 1870.5 ms
[2022-04-12 21:51:14 main:574] : INFO : Epoch 1725 | loss: 0.0311601 | val_loss: 0.0311772 | Time: 1859.16 ms
[2022-04-12 21:51:16 main:574] : INFO : Epoch 1726 | loss: 0.0311568 | val_loss: 0.0311866 | Time: 1868.95 ms
[2022-04-12 21:51:18 main:574] : INFO : Epoch 1727 | loss: 0.0311563 | val_loss: 0.0311789 | Time: 1876.35 ms
[2022-04-12 21:51:20 main:574] : INFO : Epoch 1728 | loss: 0.0311554 | val_loss: 0.0311812 | Time: 1876.73 ms
[2022-04-12 21:51:22 main:574] : INFO : Epoch 1729 | loss: 0.0311551 | val_loss: 0.0311785 | Time: 1870.14 ms
[2022-04-12 21:51:24 main:574] : INFO : Epoch 1730 | loss: 0.0311559 | val_loss: 0.0311779 | Time: 1881.29 ms
[2022-04-12 21:51:26 main:574] : INFO : Epoch 1731 | loss: 0.0311569 | val_loss: 0.0311824 | Time: 1868.87 ms
[2022-04-12 21:51:28 main:574] : INFO : Epoch 1732 | loss: 0.0311585 | val_loss: 0.0311825 | Time: 1879.45 ms
[2022-04-12 21:51:29 main:574] : INFO : Epoch 1733 | loss: 0.031159 | val_loss: 0.0311808 | Time: 1861.34 ms
[2022-04-12 21:51:31 main:574] : INFO : Epoch 1734 | loss: 0.0311555 | val_loss: 0.0311802 | Time: 1882.65 ms
[2022-04-12 21:51:33 main:574] : INFO : Epoch 1735 | loss: 0.0311567 | val_loss: 0.0311775 | Time: 1868.01 ms
[2022-04-12 21:51:35 main:574] : INFO : Epoch 1736 | loss: 0.0311565 | val_loss: 0.0311778 | Time: 1877.22 ms
[2022-04-12 21:51:37 main:574] : INFO : Epoch 1737 | loss: 0.0311566 | val_loss: 0.0311786 | Time: 1880.29 ms
[2022-04-12 21:51:39 main:574] : INFO : Epoch 1738 | loss: 0.0311569 | val_loss: 0.031179 | Time: 1871.95 ms
[2022-04-12 21:51:41 main:574] : INFO : Epoch 1739 | loss: 0.0311555 | val_loss: 0.0311769 | Time: 1877.42 ms
[2022-04-12 21:51:43 main:574] : INFO : Epoch 1740 | loss: 0.0311553 | val_loss: 0.0311792 | Time: 1883.07 ms
[2022-04-12 21:51:44 main:574] : INFO : Epoch 1741 | loss: 0.0311543 | val_loss: 0.0311811 | Time: 1878.91 ms
[2022-04-12 21:51:46 main:574] : INFO : Epoch 1742 | loss: 0.0311542 | val_loss: 0.0311796 | Time: 1865.24 ms
[2022-04-12 21:51:48 main:574] : INFO : Epoch 1743 | loss: 0.0311557 | val_loss: 0.0311801 | Time: 1875.3 ms
[2022-04-12 21:51:50 main:574] : INFO : Epoch 1744 | loss: 0.0311568 | val_loss: 0.0311809 | Time: 1867.15 ms
[2022-04-12 21:51:52 main:574] : INFO : Epoch 1745 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 1875.09 ms
[2022-04-12 21:51:54 main:574] : INFO : Epoch 1746 | loss: 0.0311586 | val_loss: 0.031174 | Time: 1889.58 ms
[2022-04-12 21:51:56 main:574] : INFO : Epoch 1747 | loss: 0.0311584 | val_loss: 0.0311744 | Time: 1887.71 ms
[2022-04-12 21:51:58 main:574] : INFO : Epoch 1748 | loss: 0.0311635 | val_loss: 0.031179 | Time: 1879.41 ms
[2022-04-12 21:51:59 main:574] : INFO : Epoch 1749 | loss: 0.031165 | val_loss: 0.0311754 | Time: 1868.62 ms
[2022-04-12 21:52:01 main:574] : INFO : Epoch 1750 | loss: 0.0311615 | val_loss: 0.0311749 | Time: 1880.33 ms
[2022-04-12 21:52:03 main:574] : INFO : Epoch 1751 | loss: 0.031163 | val_loss: 0.0311753 | Time: 1885.97 ms
[2022-04-12 21:52:05 main:574] : INFO : Epoch 1752 | loss: 0.0311613 | val_loss: 0.031181 | Time: 1874.53 ms
[2022-04-12 21:52:07 main:574] : INFO : Epoch 1753 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 1872.97 ms
[2022-04-12 21:52:09 main:574] : INFO : Epoch 1754 | loss: 0.0311565 | val_loss: 0.0311757 | Time: 1865.21 ms
[2022-04-12 21:52:11 main:574] : INFO : Epoch 1755 | loss: 0.0311569 | val_loss: 0.0311774 | Time: 1863.84 ms
[2022-04-12 21:52:13 main:574] : INFO : Epoch 1756 | loss: 0.0311578 | val_loss: 0.0311741 | Time: 1873.88 ms
[2022-04-12 21:52:15 main:574] : INFO : Epoch 1757 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 1872.65 ms
[2022-04-12 21:52:16 main:574] : INFO : Epoch 1758 | loss: 0.0311605 | val_loss: 0.0311743 | Time: 1877.53 ms
[2022-04-12 21:52:18 main:574] : INFO : Epoch 1759 | loss: 0.03116 | val_loss: 0.0311767 | Time: 1879.56 ms
[2022-04-12 21:52:20 main:574] : INFO : Epoch 1760 | loss: 0.0311604 | val_loss: 0.031184 | Time: 1873.92 ms
[2022-04-12 21:52:22 main:574] : INFO : Epoch 1761 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 1869.4 ms
[2022-04-12 21:52:24 main:574] : INFO : Epoch 1762 | loss: 0.0311605 | val_loss: 0.0311746 | Time: 1881.53 ms
[2022-04-12 21:52:26 main:574] : INFO : Epoch 1763 | loss: 0.0311565 | val_loss: 0.0311755 | Time: 1864.6 ms
[2022-04-12 21:52:28 main:574] : INFO : Epoch 1764 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 1882.38 ms
[2022-04-12 21:52:30 main:574] : INFO : Epoch 1765 | loss: 0.0311538 | val_loss: 0.0311712 | Time: 1884.66 ms
[2022-04-12 21:52:31 main:574] : INFO : Epoch 1766 | loss: 0.0311532 | val_loss: 0.0311744 | Time: 1862.16 ms
[2022-04-12 21:52:33 main:574] : INFO : Epoch 1767 | loss: 0.0311576 | val_loss: 0.0311738 | Time: 1860 ms
[2022-04-12 21:52:35 main:574] : INFO : Epoch 1768 | loss: 0.0311559 | val_loss: 0.0311726 | Time: 1881.31 ms
[2022-04-12 21:52:37 main:574] : INFO : Epoch 1769 | loss: 0.0311546 | val_loss: 0.0311719 | Time: 1874.66 ms
[2022-04-12 21:52:39 main:574] : INFO : Epoch 1770 | loss: 0.0311543 | val_loss: 0.0311734 | Time: 1859.08 ms
[2022-04-12 21:52:41 main:574] : INFO : Epoch 1771 | loss: 0.0311559 | val_loss: 0.0311745 | Time: 1864.24 ms
[2022-04-12 21:52:43 main:574] : INFO : Epoch 1772 | loss: 0.0311547 | val_loss: 0.0311746 | Time: 1864.93 ms
[2022-04-12 21:52:45 main:574] : INFO : Epoch 1773 | loss: 0.0311561 | val_loss: 0.0311769 | Time: 1868.32 ms
[2022-04-12 21:52:46 main:574] : INFO : Epoch 1774 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 1878.91 ms
[2022-04-12 21:52:48 main:574] : INFO : Epoch 1775 | loss: 0.031161 | val_loss: 0.0311712 | Time: 1874.56 ms
[2022-04-12 21:52:50 main:574] : INFO : Epoch 1776 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 1867.51 ms
[2022-04-12 21:52:52 main:574] : INFO : Epoch 1777 | loss: 0.0311558 | val_loss: 0.0311765 | Time: 1876.92 ms
[2022-04-12 21:52:54 main:574] : INFO : Epoch 1778 | loss: 0.0311559 | val_loss: 0.0311723 | Time: 1864.05 ms
[2022-04-12 21:52:56 main:574] : INFO : Epoch 1779 | loss: 0.0311542 | val_loss: 0.0311739 | Time: 1876.46 ms
[2022-04-12 21:52:58 main:574] : INFO : Epoch 1780 | loss: 0.0311562 | val_loss: 0.0311753 | Time: 1875.2 ms
[2022-04-12 21:53:00 main:574] : INFO : Epoch 1781 | loss: 0.0311568 | val_loss: 0.0311754 | Time: 1871.04 ms
[2022-04-12 21:53:02 main:574] : INFO : Epoch 1782 | loss: 0.0311566 | val_loss: 0.0311737 | Time: 1865.46 ms
[2022-04-12 21:53:03 main:574] : INFO : Epoch 1783 | loss: 0.0311565 | val_loss: 0.0311735 | Time: 1869.82 ms
[2022-04-12 21:53:05 main:574] : INFO : Epoch 1784 | loss: 0.0311601 | val_loss: 0.0311754 | Time: 1868.9 ms
[2022-04-12 21:53:07 main:574] : INFO : Epoch 1785 | loss: 0.0311578 | val_loss: 0.0311749 | Time: 1879.47 ms
[2022-04-12 21:53:09 main:574] : INFO : Epoch 1786 | loss: 0.0311575 | val_loss: 0.0311761 | Time: 1867.87 ms
[2022-04-12 21:53:11 main:574] : INFO : Epoch 1787 | loss: 0.0311548 | val_loss: 0.0311725 | Time: 1866.17 ms
[2022-04-12 21:53:13 main:574] : INFO : Epoch 1788 | loss: 0.0311535 | val_loss: 0.0311752 | Time: 1872.05 ms
[2022-04-12 21:53:15 main:574] : INFO : Epoch 1789 | loss: 0.0311554 | val_loss: 0.0311774 | Time: 1873.97 ms
[2022-04-12 21:53:17 main:574] : INFO : Epoch 1790 | loss: 0.0311534 | val_loss: 0.0311784 | Time: 1869.81 ms
[2022-04-12 21:53:18 main:574] : INFO : Epoch 1791 | loss: 0.0311542 | val_loss: 0.0311775 | Time: 1870.45 ms
[2022-04-12 21:53:20 main:574] : INFO : Epoch 1792 | loss: 0.0311524 | val_loss: 0.031175 | Time: 1881.34 ms
[2022-04-12 21:53:22 main:574] : INFO : Epoch 1793 | loss: 0.0311522 | val_loss: 0.0311823 | Time: 1861.6 ms
[2022-04-12 21:53:24 main:574] : INFO : Epoch 1794 | loss: 0.0311567 | val_loss: 0.0311828 | Time: 1866.17 ms
[2022-04-12 21:53:26 main:574] : INFO : Epoch 1795 | loss: 0.0311587 | val_loss: 0.031176 | Time: 1875.46 ms
[2022-04-12 21:53:28 main:574] : INFO : Epoch 1796 | loss: 0.0311587 | val_loss: 0.0311783 | Time: 1875.51 ms
[2022-04-12 21:53:30 main:574] : INFO : Epoch 1797 | loss: 0.0311679 | val_loss: 0.0311801 | Time: 1862.94 ms
[2022-04-12 21:53:32 main:574] : INFO : Epoch 1798 | loss: 0.0311646 | val_loss: 0.0311747 | Time: 1875.7 ms
[2022-04-12 21:53:33 main:574] : INFO : Epoch 1799 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 1866.03 ms
[2022-04-12 21:53:35 main:574] : INFO : Epoch 1800 | loss: 0.0311611 | val_loss: 0.0311735 | Time: 1877.38 ms
[2022-04-12 21:53:37 main:574] : INFO : Epoch 1801 | loss: 0.0311595 | val_loss: 0.0311731 | Time: 1876.18 ms
[2022-04-12 21:53:39 main:574] : INFO : Epoch 1802 | loss: 0.0311601 | val_loss: 0.0311783 | Time: 1866.24 ms
[2022-04-12 21:53:41 main:574] : INFO : Epoch 1803 | loss: 0.0311576 | val_loss: 0.0311793 | Time: 1862.73 ms
[2022-04-12 21:53:43 main:574] : INFO : Epoch 1804 | loss: 0.0311571 | val_loss: 0.0311777 | Time: 1867.73 ms
[2022-04-12 21:53:45 main:574] : INFO : Epoch 1805 | loss: 0.0311561 | val_loss: 0.0311752 | Time: 1875.77 ms
[2022-04-12 21:53:47 main:574] : INFO : Epoch 1806 | loss: 0.0311571 | val_loss: 0.0311769 | Time: 1869.74 ms
[2022-04-12 21:53:49 main:574] : INFO : Epoch 1807 | loss: 0.0311594 | val_loss: 0.0311716 | Time: 1869.23 ms
[2022-04-12 21:53:50 main:574] : INFO : Epoch 1808 | loss: 0.031161 | val_loss: 0.0311771 | Time: 1859.32 ms
[2022-04-12 21:53:52 main:574] : INFO : Epoch 1809 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 1871.61 ms
[2022-04-12 21:53:54 main:574] : INFO : Epoch 1810 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 1865.95 ms
[2022-04-12 21:53:56 main:574] : INFO : Epoch 1811 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 1867.97 ms
[2022-04-12 21:53:58 main:574] : INFO : Epoch 1812 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 1867.15 ms
[2022-04-12 21:54:00 main:574] : INFO : Epoch 1813 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 1861.71 ms
[2022-04-12 21:54:02 main:574] : INFO : Epoch 1814 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 1868.75 ms
[2022-04-12 21:54:04 main:574] : INFO : Epoch 1815 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 1872.25 ms
[2022-04-12 21:54:05 main:574] : INFO : Epoch 1816 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 1862.83 ms
[2022-04-12 21:54:07 main:574] : INFO : Epoch 1817 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 1859.76 ms
[2022-04-12 21:54:09 main:574] : INFO : Epoch 1818 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 1865.23 ms
[2022-04-12 21:54:11 main:574] : INFO : Epoch 1819 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 1869.75 ms
[2022-04-12 21:54:13 main:574] : INFO : Epoch 1820 | loss: 0.0311674 | val_loss: 0.0311726 | Time: 1862.98 ms
[2022-04-12 21:54:15 main:574] : INFO : Epoch 1821 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 1872.38 ms
[2022-04-12 21:54:17 main:574] : INFO : Epoch 1822 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 1872.53 ms
[2022-04-12 21:54:19 main:574] : INFO : Epoch 1823 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1860.8 ms
[2022-04-12 21:54:20 main:574] : INFO : Epoch 1824 | loss: 0.031166 | val_loss: 0.0311734 | Time: 1869.5 ms
[2022-04-12 21:54:22 main:574] : INFO : Epoch 1825 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 1870.77 ms
[2022-04-12 21:54:24 main:574] : INFO : Epoch 1826 | loss: 0.0311662 | val_loss: 0.0311736 | Time: 1867.43 ms
[2022-04-12 21:54:26 main:574] : INFO : Epoch 1827 | loss: 0.0311657 | val_loss: 0.0311733 | Time: 1862.48 ms
[2022-04-12 21:54:28 main:574] : INFO : Epoch 1828 | loss: 0.0311653 | val_loss: 0.0311723 | Time: 1869.79 ms
[2022-04-12 21:54:30 main:574] : INFO : Epoch 1829 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 1867.36 ms
[2022-04-12 21:54:32 main:574] : INFO : Epoch 1830 | loss: 0.0311642 | val_loss: 0.031176 | Time: 1865.27 ms
[2022-04-12 21:54:34 main:574] : INFO : Epoch 1831 | loss: 0.0311634 | val_loss: 0.0311769 | Time: 1860.85 ms
[2022-04-12 21:54:35 main:574] : INFO : Epoch 1832 | loss: 0.0311625 | val_loss: 0.0311757 | Time: 1868.44 ms
[2022-04-12 21:54:37 main:574] : INFO : Epoch 1833 | loss: 0.0311629 | val_loss: 0.0311788 | Time: 1870.45 ms
[2022-04-12 21:54:39 main:574] : INFO : Epoch 1834 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 1862.48 ms
[2022-04-12 21:54:41 main:574] : INFO : Epoch 1835 | loss: 0.0311627 | val_loss: 0.0311731 | Time: 1857.4 ms
[2022-04-12 21:54:43 main:574] : INFO : Epoch 1836 | loss: 0.0311617 | val_loss: 0.0311743 | Time: 1871.62 ms
[2022-04-12 21:54:45 main:574] : INFO : Epoch 1837 | loss: 0.0311703 | val_loss: 0.0311911 | Time: 1871.1 ms
[2022-04-12 21:54:47 main:574] : INFO : Epoch 1838 | loss: 0.0312019 | val_loss: 0.0312033 | Time: 1883.62 ms
[2022-04-12 21:54:49 main:574] : INFO : Epoch 1839 | loss: 0.0312055 | val_loss: 0.0312303 | Time: 1872.53 ms
[2022-04-12 21:54:50 main:574] : INFO : Epoch 1840 | loss: 0.0312319 | val_loss: 0.0312249 | Time: 1868.53 ms
[2022-04-12 21:54:52 main:574] : INFO : Epoch 1841 | loss: 0.0312269 | val_loss: 0.0312197 | Time: 1864.36 ms
[2022-04-12 21:54:54 main:574] : INFO : Epoch 1842 | loss: 0.0312192 | val_loss: 0.0312112 | Time: 1866.34 ms
[2022-04-12 21:54:56 main:574] : INFO : Epoch 1843 | loss: 0.0312125 | val_loss: 0.031206 | Time: 1874.89 ms
[2022-04-12 21:54:58 main:574] : INFO : Epoch 1844 | loss: 0.0312075 | val_loss: 0.0312035 | Time: 1868.73 ms
[2022-04-12 21:55:00 main:574] : INFO : Epoch 1845 | loss: 0.031203 | val_loss: 0.0311971 | Time: 1869.78 ms
[2022-04-12 21:55:02 main:574] : INFO : Epoch 1846 | loss: 0.0312011 | val_loss: 0.0311982 | Time: 1871.65 ms
[2022-04-12 21:55:04 main:574] : INFO : Epoch 1847 | loss: 0.0312008 | val_loss: 0.0312021 | Time: 1861.73 ms
[2022-04-12 21:55:06 main:574] : INFO : Epoch 1848 | loss: 0.0312021 | val_loss: 0.0311983 | Time: 1863.63 ms
[2022-04-12 21:55:07 main:574] : INFO : Epoch 1849 | loss: 0.0311996 | val_loss: 0.031201 | Time: 1867.46 ms
[2022-04-12 21:55:09 main:574] : INFO : Epoch 1850 | loss: 0.0311973 | val_loss: 0.0311943 | Time: 1870.87 ms
[2022-04-12 21:55:11 main:574] : INFO : Epoch 1851 | loss: 0.0311972 | val_loss: 0.0311959 | Time: 1867.3 ms
[2022-04-12 21:55:13 main:574] : INFO : Epoch 1852 | loss: 0.0311953 | val_loss: 0.0311934 | Time: 1877.12 ms
[2022-04-12 21:55:15 main:574] : INFO : Epoch 1853 | loss: 0.0311945 | val_loss: 0.0311937 | Time: 1871.92 ms
[2022-04-12 21:55:17 main:574] : INFO : Epoch 1854 | loss: 0.031195 | val_loss: 0.0311943 | Time: 1869.63 ms
[2022-04-12 21:55:19 main:574] : INFO : Epoch 1855 | loss: 0.031197 | val_loss: 0.0311944 | Time: 1864.17 ms
[2022-04-12 21:55:21 main:574] : INFO : Epoch 1856 | loss: 0.0311945 | val_loss: 0.0311924 | Time: 1866.59 ms
[2022-04-12 21:55:22 main:574] : INFO : Epoch 1857 | loss: 0.0311937 | val_loss: 0.0311914 | Time: 1867.48 ms
[2022-04-12 21:55:24 main:574] : INFO : Epoch 1858 | loss: 0.0311938 | val_loss: 0.0311928 | Time: 1873.55 ms
[2022-04-12 21:55:26 main:574] : INFO : Epoch 1859 | loss: 0.0311957 | val_loss: 0.0311952 | Time: 1868.54 ms
[2022-04-12 21:55:28 main:574] : INFO : Epoch 1860 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 1866.66 ms
[2022-04-12 21:55:30 main:574] : INFO : Epoch 1861 | loss: 0.0311925 | val_loss: 0.0311928 | Time: 1862.26 ms
[2022-04-12 21:55:32 main:574] : INFO : Epoch 1862 | loss: 0.0311931 | val_loss: 0.0311908 | Time: 1864.84 ms
[2022-04-12 21:55:34 main:574] : INFO : Epoch 1863 | loss: 0.0311922 | val_loss: 0.0311909 | Time: 1873.64 ms
[2022-04-12 21:55:36 main:574] : INFO : Epoch 1864 | loss: 0.031192 | val_loss: 0.0311912 | Time: 1875.64 ms
[2022-04-12 21:55:38 main:574] : INFO : Epoch 1865 | loss: 0.0311901 | val_loss: 0.0311895 | Time: 1879.81 ms
[2022-04-12 21:55:39 main:574] : INFO : Epoch 1866 | loss: 0.0311899 | val_loss: 0.0311897 | Time: 1856.59 ms
[2022-04-12 21:55:41 main:574] : INFO : Epoch 1867 | loss: 0.0311896 | val_loss: 0.0311891 | Time: 1854.82 ms
[2022-04-12 21:55:43 main:574] : INFO : Epoch 1868 | loss: 0.0311905 | val_loss: 0.0311918 | Time: 1855.38 ms
[2022-04-12 21:55:45 main:574] : INFO : Epoch 1869 | loss: 0.0311908 | val_loss: 0.0311921 | Time: 1876.38 ms
[2022-04-12 21:55:47 main:574] : INFO : Epoch 1870 | loss: 0.0311888 | val_loss: 0.0311897 | Time: 1863.23 ms
[2022-04-12 21:55:49 main:574] : INFO : Epoch 1871 | loss: 0.0311883 | val_loss: 0.0311883 | Time: 1867.7 ms
[2022-04-12 21:55:51 main:574] : INFO : Epoch 1872 | loss: 0.0311881 | val_loss: 0.0311872 | Time: 1861.91 ms
[2022-04-12 21:55:53 main:574] : INFO : Epoch 1873 | loss: 0.0311902 | val_loss: 0.031188 | Time: 1868.29 ms
[2022-04-12 21:55:54 main:574] : INFO : Epoch 1874 | loss: 0.0311882 | val_loss: 0.031188 | Time: 1864.23 ms
[2022-04-12 21:55:56 main:574] : INFO : Epoch 1875 | loss: 0.0311882 | val_loss: 0.0311883 | Time: 1867.57 ms
[2022-04-12 21:55:58 main:574] : INFO : Epoch 1876 | loss: 0.0311888 | val_loss: 0.0311894 | Time: 1875.51 ms
[2022-04-12 21:56:00 main:574] : INFO : Epoch 1877 | loss: 0.0311874 | val_loss: 0.0311884 | Time: 1863.73 ms
[2022-04-12 21:56:02 main:574] : INFO : Epoch 1878 | loss: 0.0311881 | val_loss: 0.0311875 | Time: 1866.13 ms
[2022-04-12 21:56:04 main:574] : INFO : Epoch 1879 | loss: 0.0311876 | val_loss: 0.0311876 | Time: 1874.35 ms
[2022-04-12 21:56:06 main:574] : INFO : Epoch 1880 | loss: 0.0311867 | val_loss: 0.0311863 | Time: 1865.46 ms
[2022-04-12 21:56:08 main:574] : INFO : Epoch 1881 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 1862.9 ms
[2022-04-12 21:56:10 main:574] : INFO : Epoch 1882 | loss: 0.0311861 | val_loss: 0.0311863 | Time: 1869.89 ms
[2022-04-12 21:56:11 main:574] : INFO : Epoch 1883 | loss: 0.0311859 | val_loss: 0.0311868 | Time: 1869.37 ms
[2022-04-12 21:56:13 main:574] : INFO : Epoch 1884 | loss: 0.0311872 | val_loss: 0.0311893 | Time: 1867.71 ms
[2022-04-12 21:56:15 main:574] : INFO : Epoch 1885 | loss: 0.0311867 | val_loss: 0.0311882 | Time: 1866.9 ms
[2022-04-12 21:56:17 main:574] : INFO : Epoch 1886 | loss: 0.0311855 | val_loss: 0.0311875 | Time: 1855.81 ms
[2022-04-12 21:56:19 main:574] : INFO : Epoch 1887 | loss: 0.0311865 | val_loss: 0.031188 | Time: 1879.74 ms
[2022-04-12 21:56:21 main:574] : INFO : Epoch 1888 | loss: 0.0311872 | val_loss: 0.0311891 | Time: 1885.61 ms
[2022-04-12 21:56:23 main:574] : INFO : Epoch 1889 | loss: 0.0311853 | val_loss: 0.0311859 | Time: 1878.92 ms
[2022-04-12 21:56:25 main:574] : INFO : Epoch 1890 | loss: 0.0311842 | val_loss: 0.031186 | Time: 1867.76 ms
[2022-04-12 21:56:26 main:574] : INFO : Epoch 1891 | loss: 0.0311839 | val_loss: 0.0311863 | Time: 1863.77 ms
[2022-04-12 21:56:28 main:574] : INFO : Epoch 1892 | loss: 0.0311841 | val_loss: 0.031186 | Time: 1867.27 ms
[2022-04-12 21:56:30 main:574] : INFO : Epoch 1893 | loss: 0.0311845 | val_loss: 0.031186 | Time: 1871.1 ms
[2022-04-12 21:56:32 main:574] : INFO : Epoch 1894 | loss: 0.031185 | val_loss: 0.0311856 | Time: 1875.78 ms
[2022-04-12 21:56:34 main:574] : INFO : Epoch 1895 | loss: 0.0311862 | val_loss: 0.0311886 | Time: 1875.68 ms
[2022-04-12 21:56:36 main:574] : INFO : Epoch 1896 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 1853.22 ms
[2022-04-12 21:56:38 main:574] : INFO : Epoch 1897 | loss: 0.0311843 | val_loss: 0.0311852 | Time: 1865.46 ms
[2022-04-12 21:56:40 main:574] : INFO : Epoch 1898 | loss: 0.0311842 | val_loss: 0.0311866 | Time: 1869 ms
[2022-04-12 21:56:42 main:574] : INFO : Epoch 1899 | loss: 0.0311823 | val_loss: 0.0311846 | Time: 1863.46 ms
[2022-04-12 21:56:43 main:574] : INFO : Epoch 1900 | loss: 0.0311825 | val_loss: 0.0311854 | Time: 1871.7 ms
[2022-04-12 21:56:45 main:574] : INFO : Epoch 1901 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 1873.54 ms
[2022-04-12 21:56:47 main:574] : INFO : Epoch 1902 | loss: 0.0311854 | val_loss: 0.0311852 | Time: 1863.94 ms
[2022-04-12 21:56:49 main:574] : INFO : Epoch 1903 | loss: 0.0311837 | val_loss: 0.0311839 | Time: 1867.77 ms
[2022-04-12 21:56:51 main:574] : INFO : Epoch 1904 | loss: 0.031182 | val_loss: 0.0311833 | Time: 1873.77 ms
[2022-04-12 21:56:53 main:574] : INFO : Epoch 1905 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 1872.92 ms
[2022-04-12 21:56:55 main:574] : INFO : Epoch 1906 | loss: 0.0311852 | val_loss: 0.031184 | Time: 1876.43 ms
[2022-04-12 21:56:57 main:574] : INFO : Epoch 1907 | loss: 0.0311864 | val_loss: 0.0311879 | Time: 1863.48 ms
[2022-04-12 21:56:58 main:574] : INFO : Epoch 1908 | loss: 0.0311886 | val_loss: 0.0311845 | Time: 1857.18 ms
[2022-04-12 21:57:00 main:574] : INFO : Epoch 1909 | loss: 0.0311864 | val_loss: 0.0311842 | Time: 1864.88 ms
[2022-04-12 21:57:02 main:574] : INFO : Epoch 1910 | loss: 0.031185 | val_loss: 0.0311809 | Time: 1870.97 ms
[2022-04-12 21:57:04 main:574] : INFO : Epoch 1911 | loss: 0.0311839 | val_loss: 0.0311813 | Time: 1866.3 ms
[2022-04-12 21:57:06 main:574] : INFO : Epoch 1912 | loss: 0.0311826 | val_loss: 0.0311811 | Time: 1864.69 ms
[2022-04-12 21:57:08 main:574] : INFO : Epoch 1913 | loss: 0.0311827 | val_loss: 0.0311807 | Time: 1864.11 ms
[2022-04-12 21:57:10 main:574] : INFO : Epoch 1914 | loss: 0.0311818 | val_loss: 0.0311801 | Time: 1871.18 ms
[2022-04-12 21:57:12 main:574] : INFO : Epoch 1915 | loss: 0.0311819 | val_loss: 0.0311812 | Time: 1874.47 ms
[2022-04-12 21:57:14 main:574] : INFO : Epoch 1916 | loss: 0.031183 | val_loss: 0.0311802 | Time: 1874.91 ms
[2022-04-12 21:57:15 main:574] : INFO : Epoch 1917 | loss: 0.031187 | val_loss: 0.0311799 | Time: 1874.44 ms
[2022-04-12 21:57:17 main:574] : INFO : Epoch 1918 | loss: 0.0311845 | val_loss: 0.0311816 | Time: 1871.19 ms
[2022-04-12 21:57:19 main:574] : INFO : Epoch 1919 | loss: 0.031184 | val_loss: 0.0311941 | Time: 1875.89 ms
[2022-04-12 21:57:21 main:574] : INFO : Epoch 1920 | loss: 0.0312062 | val_loss: 0.0312079 | Time: 1877.55 ms
[2022-04-12 21:57:23 main:574] : INFO : Epoch 1921 | loss: 0.0312084 | val_loss: 0.0312047 | Time: 1871.46 ms
[2022-04-12 21:57:25 main:574] : INFO : Epoch 1922 | loss: 0.0312074 | val_loss: 0.0312052 | Time: 1871.23 ms
[2022-04-12 21:57:27 main:574] : INFO : Epoch 1923 | loss: 0.0312064 | val_loss: 0.0312051 | Time: 1870.16 ms
[2022-04-12 21:57:29 main:574] : INFO : Epoch 1924 | loss: 0.0312051 | val_loss: 0.0312054 | Time: 1864.04 ms
[2022-04-12 21:57:30 main:574] : INFO : Epoch 1925 | loss: 0.031205 | val_loss: 0.0312069 | Time: 1870.28 ms
[2022-04-12 21:57:32 main:574] : INFO : Epoch 1926 | loss: 0.0312054 | val_loss: 0.0312046 | Time: 1860.62 ms
[2022-04-12 21:57:34 main:574] : INFO : Epoch 1927 | loss: 0.0312044 | val_loss: 0.0312055 | Time: 1865.91 ms
[2022-04-12 21:57:36 main:574] : INFO : Epoch 1928 | loss: 0.0312054 | val_loss: 0.0312035 | Time: 1867.34 ms
[2022-04-12 21:57:38 main:574] : INFO : Epoch 1929 | loss: 0.0312049 | val_loss: 0.0312046 | Time: 1870.36 ms
[2022-04-12 21:57:40 main:574] : INFO : Epoch 1930 | loss: 0.0312046 | val_loss: 0.0312042 | Time: 1884.34 ms
[2022-04-12 21:57:42 main:574] : INFO : Epoch 1931 | loss: 0.031203 | val_loss: 0.0312055 | Time: 1873.66 ms
[2022-04-12 21:57:44 main:574] : INFO : Epoch 1932 | loss: 0.0312042 | val_loss: 0.0312062 | Time: 1869.17 ms
[2022-04-12 21:57:46 main:574] : INFO : Epoch 1933 | loss: 0.0312027 | val_loss: 0.0312019 | Time: 1864.66 ms
[2022-04-12 21:57:47 main:574] : INFO : Epoch 1934 | loss: 0.0312015 | val_loss: 0.0312032 | Time: 1870.42 ms
[2022-04-12 21:57:49 main:574] : INFO : Epoch 1935 | loss: 0.0312029 | val_loss: 0.0312005 | Time: 1866.9 ms
[2022-04-12 21:57:51 main:574] : INFO : Epoch 1936 | loss: 0.0312009 | val_loss: 0.0311978 | Time: 1872.47 ms
[2022-04-12 21:57:53 main:574] : INFO : Epoch 1937 | loss: 0.0311999 | val_loss: 0.0311977 | Time: 1859.18 ms
[2022-04-12 21:57:55 main:574] : INFO : Epoch 1938 | loss: 0.0311997 | val_loss: 0.0311982 | Time: 1866.1 ms
[2022-04-12 21:57:57 main:574] : INFO : Epoch 1939 | loss: 0.0312028 | val_loss: 0.0311979 | Time: 1865.04 ms
[2022-04-12 21:57:59 main:574] : INFO : Epoch 1940 | loss: 0.0311996 | val_loss: 0.0311968 | Time: 1874.95 ms
[2022-04-12 21:58:01 main:574] : INFO : Epoch 1941 | loss: 0.0311992 | val_loss: 0.0311971 | Time: 1875.7 ms
[2022-04-12 21:58:03 main:574] : INFO : Epoch 1942 | loss: 0.0311994 | val_loss: 0.0312 | Time: 1879.06 ms
[2022-04-12 21:58:04 main:574] : INFO : Epoch 1943 | loss: 0.0312003 | val_loss: 0.0311988 | Time: 1866.31 ms
[2022-04-12 21:58:06 main:574] : INFO : Epoch 1944 | loss: 0.0311991 | val_loss: 0.0311961 | Time: 1861.65 ms
[2022-04-12 21:58:08 main:574] : INFO : Epoch 1945 | loss: 0.031199 | val_loss: 0.0311985 | Time: 1858.7 ms
[2022-04-12 21:58:10 main:574] : INFO : Epoch 1946 | loss: 0.031199 | val_loss: 0.0311978 | Time: 1883.41 ms
[2022-04-12 21:58:12 main:574] : INFO : Epoch 1947 | loss: 0.0311988 | val_loss: 0.031197 | Time: 1861.85 ms
[2022-04-12 21:58:14 main:574] : INFO : Epoch 1948 | loss: 0.0311979 | val_loss: 0.0311981 | Time: 1873.19 ms
[2022-04-12 21:58:16 main:574] : INFO : Epoch 1949 | loss: 0.0312002 | val_loss: 0.031202 | Time: 1864.44 ms
[2022-04-12 21:58:18 main:574] : INFO : Epoch 1950 | loss: 0.0312004 | val_loss: 0.0312 | Time: 1868.12 ms
[2022-04-12 21:58:19 main:574] : INFO : Epoch 1951 | loss: 0.0311984 | val_loss: 0.0311964 | Time: 1866.19 ms
[2022-04-12 21:58:21 main:574] : INFO : Epoch 1952 | loss: 0.0311974 | val_loss: 0.0311975 | Time: 1872.87 ms
[2022-04-12 21:58:23 main:574] : INFO : Epoch 1953 | loss: 0.0311981 | val_loss: 0.0311956 | Time: 1863.88 ms
[2022-04-12 21:58:25 main:574] : INFO : Epoch 1954 | loss: 0.0311971 | val_loss: 0.0311961 | Time: 1877.36 ms
[2022-04-12 21:58:27 main:574] : INFO : Epoch 1955 | loss: 0.0311968 | val_loss: 0.0311961 | Time: 1877.34 ms
[2022-04-12 21:58:29 main:574] : INFO : Epoch 1956 | loss: 0.0311974 | val_loss: 0.031196 | Time: 1870.28 ms
[2022-04-12 21:58:31 main:574] : INFO : Epoch 1957 | loss: 0.0311994 | val_loss: 0.0312023 | Time: 1875.64 ms
[2022-04-12 21:58:33 main:574] : INFO : Epoch 1958 | loss: 0.0312037 | val_loss: 0.0311964 | Time: 1872.97 ms
[2022-04-12 21:58:35 main:574] : INFO : Epoch 1959 | loss: 0.0311991 | val_loss: 0.0311983 | Time: 1865.18 ms
[2022-04-12 21:58:36 main:574] : INFO : Epoch 1960 | loss: 0.0311983 | val_loss: 0.0311965 | Time: 1878.31 ms
[2022-04-12 21:58:38 main:574] : INFO : Epoch 1961 | loss: 0.0311959 | val_loss: 0.0311969 | Time: 1874.36 ms
[2022-04-12 21:58:40 main:574] : INFO : Epoch 1962 | loss: 0.0311965 | val_loss: 0.0311957 | Time: 1872.08 ms
[2022-04-12 21:58:42 main:574] : INFO : Epoch 1963 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 1865.4 ms
[2022-04-12 21:58:44 main:574] : INFO : Epoch 1964 | loss: 0.0311955 | val_loss: 0.0311968 | Time: 1869.99 ms
[2022-04-12 21:58:46 main:574] : INFO : Epoch 1965 | loss: 0.0311971 | val_loss: 0.0311963 | Time: 1859.71 ms
[2022-04-12 21:58:48 main:574] : INFO : Epoch 1966 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 1858.33 ms
[2022-04-12 21:58:50 main:574] : INFO : Epoch 1967 | loss: 0.0311965 | val_loss: 0.0311964 | Time: 1872.67 ms
[2022-04-12 21:58:51 main:574] : INFO : Epoch 1968 | loss: 0.031195 | val_loss: 0.0311947 | Time: 1868.15 ms
[2022-04-12 21:58:53 main:574] : INFO : Epoch 1969 | loss: 0.0311946 | val_loss: 0.031195 | Time: 1863.36 ms
[2022-04-12 21:58:55 main:574] : INFO : Epoch 1970 | loss: 0.0311948 | val_loss: 0.0311982 | Time: 1868.2 ms
[2022-04-12 21:58:57 main:574] : INFO : Epoch 1971 | loss: 0.0311985 | val_loss: 0.031196 | Time: 1869.03 ms
[2022-04-12 21:58:59 main:574] : INFO : Epoch 1972 | loss: 0.0311957 | val_loss: 0.0311963 | Time: 1873.12 ms
[2022-04-12 21:59:01 main:574] : INFO : Epoch 1973 | loss: 0.0311942 | val_loss: 0.0311964 | Time: 1869.52 ms
[2022-04-12 21:59:03 main:574] : INFO : Epoch 1974 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 1863.88 ms
[2022-04-12 21:59:05 main:574] : INFO : Epoch 1975 | loss: 0.0311944 | val_loss: 0.0311938 | Time: 1854.76 ms
[2022-04-12 21:59:06 main:574] : INFO : Epoch 1976 | loss: 0.0311959 | val_loss: 0.031197 | Time: 1862.43 ms
[2022-04-12 21:59:08 main:574] : INFO : Epoch 1977 | loss: 0.0311978 | val_loss: 0.0311968 | Time: 1866.66 ms
[2022-04-12 21:59:10 main:574] : INFO : Epoch 1978 | loss: 0.0311964 | val_loss: 0.031196 | Time: 1866.76 ms
[2022-04-12 21:59:12 main:574] : INFO : Epoch 1979 | loss: 0.0311964 | val_loss: 0.0311987 | Time: 1864.22 ms
[2022-04-12 21:59:14 main:574] : INFO : Epoch 1980 | loss: 0.0311988 | val_loss: 0.0311991 | Time: 1860.52 ms
[2022-04-12 21:59:16 main:574] : INFO : Epoch 1981 | loss: 0.031195 | val_loss: 0.0311981 | Time: 1867.49 ms
[2022-04-12 21:59:18 main:574] : INFO : Epoch 1982 | loss: 0.0311955 | val_loss: 0.0311958 | Time: 1873.94 ms
[2022-04-12 21:59:20 main:574] : INFO : Epoch 1983 | loss: 0.0311948 | val_loss: 0.0311956 | Time: 1866.38 ms
[2022-04-12 21:59:22 main:574] : INFO : Epoch 1984 | loss: 0.0311946 | val_loss: 0.0311968 | Time: 1877.55 ms
[2022-04-12 21:59:23 main:574] : INFO : Epoch 1985 | loss: 0.0311948 | val_loss: 0.0311987 | Time: 1852.71 ms
[2022-04-12 21:59:25 main:574] : INFO : Epoch 1986 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 1869.45 ms
[2022-04-12 21:59:27 main:574] : INFO : Epoch 1987 | loss: 0.0311942 | val_loss: 0.0311973 | Time: 1870.06 ms
[2022-04-12 21:59:29 main:574] : INFO : Epoch 1988 | loss: 0.0311946 | val_loss: 0.0311953 | Time: 1870 ms
[2022-04-12 21:59:31 main:574] : INFO : Epoch 1989 | loss: 0.0311939 | val_loss: 0.0311953 | Time: 1867.93 ms
[2022-04-12 21:59:33 main:574] : INFO : Epoch 1990 | loss: 0.0311948 | val_loss: 0.0311956 | Time: 1860.39 ms
[2022-04-12 21:59:35 main:574] : INFO : Epoch 1991 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 1867.96 ms
[2022-04-12 21:59:37 main:574] : INFO : Epoch 1992 | loss: 0.0311936 | val_loss: 0.0311949 | Time: 1866.53 ms
[2022-04-12 21:59:38 main:574] : INFO : Epoch 1993 | loss: 0.0311936 | val_loss: 0.0311961 | Time: 1879.11 ms
[2022-04-12 21:59:40 main:574] : INFO : Epoch 1994 | loss: 0.0311935 | val_loss: 0.0311941 | Time: 1870.84 ms
[2022-04-12 21:59:42 main:574] : INFO : Epoch 1995 | loss: 0.0311936 | val_loss: 0.0311971 | Time: 1874.24 ms
[2022-04-12 21:59:44 main:574] : INFO : Epoch 1996 | loss: 0.0311932 | val_loss: 0.0311947 | Time: 1859.93 ms
[2022-04-12 21:59:46 main:574] : INFO : Epoch 1997 | loss: 0.0311934 | val_loss: 0.031195 | Time: 1867.81 ms
[2022-04-12 21:59:48 main:574] : INFO : Epoch 1998 | loss: 0.0311926 | val_loss: 0.0311946 | Time: 1876.01 ms
[2022-04-12 21:59:50 main:574] : INFO : Epoch 1999 | loss: 0.0311933 | val_loss: 0.0311947 | Time: 1874.25 ms
[2022-04-12 21:59:52 main:574] : INFO : Epoch 2000 | loss: 0.031194 | val_loss: 0.0312 | Time: 1955.24 ms
[2022-04-12 21:59:54 main:574] : INFO : Epoch 2001 | loss: 0.0311948 | val_loss: 0.0312004 | Time: 1886.79 ms
[2022-04-12 21:59:56 main:574] : INFO : Epoch 2002 | loss: 0.0311964 | val_loss: 0.031196 | Time: 1864.1 ms
[2022-04-12 21:59:57 main:574] : INFO : Epoch 2003 | loss: 0.0311941 | val_loss: 0.0311948 | Time: 1870.24 ms
[2022-04-12 21:59:59 main:574] : INFO : Epoch 2004 | loss: 0.0311935 | val_loss: 0.0311942 | Time: 1884.85 ms
[2022-04-12 22:00:01 main:574] : INFO : Epoch 2005 | loss: 0.0311921 | val_loss: 0.0311947 | Time: 1987.42 ms
[2022-04-12 22:00:03 main:574] : INFO : Epoch 2006 | loss: 0.0311927 | val_loss: 0.0311956 | Time: 1909.05 ms
[2022-04-12 22:00:05 main:574] : INFO : Epoch 2007 | loss: 0.0311921 | val_loss: 0.0311954 | Time: 1866.44 ms
[2022-04-12 22:00:07 main:574] : INFO : Epoch 2008 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 1883.58 ms
[2022-04-12 22:00:09 main:574] : INFO : Epoch 2009 | loss: 0.0311919 | val_loss: 0.0311944 | Time: 1869.6 ms
[2022-04-12 22:00:11 main:574] : INFO : Epoch 2010 | loss: 0.0311917 | val_loss: 0.0311968 | Time: 1875.17 ms
[2022-04-12 22:00:13 main:574] : INFO : Epoch 2011 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 1874.6 ms
[2022-04-12 22:00:15 main:574] : INFO : Epoch 2012 | loss: 0.0311922 | val_loss: 0.0311992 | Time: 1870.51 ms
[2022-04-12 22:00:16 main:574] : INFO : Epoch 2013 | loss: 0.0311939 | val_loss: 0.0311982 | Time: 1871.2 ms
[2022-04-12 22:00:18 main:574] : INFO : Epoch 2014 | loss: 0.0311913 | val_loss: 0.0311959 | Time: 1879.17 ms
[2022-04-12 22:00:20 main:574] : INFO : Epoch 2015 | loss: 0.0311927 | val_loss: 0.0311973 | Time: 1881.65 ms
[2022-04-12 22:00:22 main:574] : INFO : Epoch 2016 | loss: 0.0311924 | val_loss: 0.0311944 | Time: 1881.1 ms
[2022-04-12 22:00:24 main:574] : INFO : Epoch 2017 | loss: 0.0311954 | val_loss: 0.0312012 | Time: 1971.87 ms
[2022-04-12 22:00:26 main:574] : INFO : Epoch 2018 | loss: 0.0311959 | val_loss: 0.0311954 | Time: 1948.5 ms
[2022-04-12 22:00:28 main:574] : INFO : Epoch 2019 | loss: 0.0311937 | val_loss: 0.0311961 | Time: 1972.59 ms
[2022-04-12 22:00:30 main:574] : INFO : Epoch 2020 | loss: 0.0311945 | val_loss: 0.0311986 | Time: 1928.21 ms
[2022-04-12 22:00:32 main:574] : INFO : Epoch 2021 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 1916.74 ms
[2022-04-12 22:00:34 main:574] : INFO : Epoch 2022 | loss: 0.0311926 | val_loss: 0.0311941 | Time: 1911.09 ms
[2022-04-12 22:00:36 main:574] : INFO : Epoch 2023 | loss: 0.0311917 | val_loss: 0.0311952 | Time: 1908.8 ms
[2022-04-12 22:00:38 main:574] : INFO : Epoch 2024 | loss: 0.0311913 | val_loss: 0.0311953 | Time: 1907.49 ms
[2022-04-12 22:00:40 main:574] : INFO : Epoch 2025 | loss: 0.0311915 | val_loss: 0.0311948 | Time: 1925.73 ms
[2022-04-12 22:00:41 main:574] : INFO : Epoch 2026 | loss: 0.0311916 | val_loss: 0.0311953 | Time: 1912.72 ms
[2022-04-12 22:00:43 main:574] : INFO : Epoch 2027 | loss: 0.0311916 | val_loss: 0.0311955 | Time: 1910.31 ms
[2022-04-12 22:00:45 main:574] : INFO : Epoch 2028 | loss: 0.0311924 | val_loss: 0.0311952 | Time: 1922.1 ms
[2022-04-12 22:00:47 main:574] : INFO : Epoch 2029 | loss: 0.0311923 | val_loss: 0.0311966 | Time: 1910.63 ms
[2022-04-12 22:00:49 main:574] : INFO : Epoch 2030 | loss: 0.0311926 | val_loss: 0.0311983 | Time: 1907.63 ms
[2022-04-12 22:00:51 main:574] : INFO : Epoch 2031 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 1898.73 ms
[2022-04-12 22:00:53 main:574] : INFO : Epoch 2032 | loss: 0.0311905 | val_loss: 0.0311937 | Time: 1913.69 ms
[2022-04-12 22:00:55 main:574] : INFO : Epoch 2033 | loss: 0.0311899 | val_loss: 0.0311938 | Time: 1913.68 ms
[2022-04-12 22:00:57 main:574] : INFO : Epoch 2034 | loss: 0.0311895 | val_loss: 0.0311944 | Time: 1908.95 ms
[2022-04-12 22:00:59 main:574] : INFO : Epoch 2035 | loss: 0.0311895 | val_loss: 0.0311942 | Time: 1918.16 ms
[2022-04-12 22:01:01 main:574] : INFO : Epoch 2036 | loss: 0.0311905 | val_loss: 0.0311943 | Time: 1926.81 ms
[2022-04-12 22:01:03 main:574] : INFO : Epoch 2037 | loss: 0.0311918 | val_loss: 0.0311947 | Time: 1924.93 ms
[2022-04-12 22:01:05 main:574] : INFO : Epoch 2038 | loss: 0.031192 | val_loss: 0.0312029 | Time: 1909.07 ms
[2022-04-12 22:01:06 main:574] : INFO : Epoch 2039 | loss: 0.0311949 | val_loss: 0.0311976 | Time: 1922.97 ms
[2022-04-12 22:01:08 main:574] : INFO : Epoch 2040 | loss: 0.0311912 | val_loss: 0.0311969 | Time: 1908.16 ms
[2022-04-12 22:01:10 main:574] : INFO : Epoch 2041 | loss: 0.0311901 | val_loss: 0.0311954 | Time: 1921.26 ms
[2022-04-12 22:01:12 main:574] : INFO : Epoch 2042 | loss: 0.0311905 | val_loss: 0.0311977 | Time: 1916.41 ms
[2022-04-12 22:01:14 main:574] : INFO : Epoch 2043 | loss: 0.0311906 | val_loss: 0.0311955 | Time: 1916.4 ms
[2022-04-12 22:01:16 main:574] : INFO : Epoch 2044 | loss: 0.0311896 | val_loss: 0.0311955 | Time: 1918.06 ms
[2022-04-12 22:01:18 main:574] : INFO : Epoch 2045 | loss: 0.0311905 | val_loss: 0.0311934 | Time: 1924.25 ms
[2022-04-12 22:01:20 main:574] : INFO : Epoch 2046 | loss: 0.0311914 | val_loss: 0.0311961 | Time: 1901.85 ms
[2022-04-12 22:01:22 main:574] : INFO : Epoch 2047 | loss: 0.0311909 | val_loss: 0.031194 | Time: 1906.43 ms
[2022-04-12 22:01:24 main:574] : INFO : Epoch 2048 | loss: 0.0311897 | val_loss: 0.0311946 | Time: 1905.14 ms
[2022-04-12 22:01:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311946
[2022-04-12 22:01:24 main:603] : INFO : Saving end state to config to file
[2022-04-12 22:01:24 main:608] : INFO : Success, exiting..
22:01:24 (16448): 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)