Task 14547333
| Name | ParityModified-1647045759-28115-2-0_2 |
| Workunit | 10721131 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 2:04:37 UTC |
| Report deadline | 16 Apr 2022, 2:04:37 UTC |
| Received | 8 Apr 2022, 9:14:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11227 |
| Run time | 1 hours 10 min 11 sec |
| CPU time | 1 hours 9 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,248.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 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: 0.0311749 | val_loss: 0.0311887 | Time: 2040.31 ms
[2022-04-08 10:56:01 main:574] : INFO : Epoch 1543 | loss: 0.0311733 | val_loss: 0.0311931 | Time: 2040.25 ms
[2022-04-08 10:56:03 main:574] : INFO : Epoch 1544 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 2041.03 ms
[2022-04-08 10:56:06 main:574] : INFO : Epoch 1545 | loss: 0.03117 | val_loss: 0.0311863 | Time: 2055.79 ms
[2022-04-08 10:56:08 main:574] : INFO : Epoch 1546 | loss: 0.0311702 | val_loss: 0.0311899 | Time: 2057.02 ms
[2022-04-08 10:56:10 main:574] : INFO : Epoch 1547 | loss: 0.031172 | val_loss: 0.0311879 | Time: 2039.58 ms
[2022-04-08 10:56:12 main:574] : INFO : Epoch 1548 | loss: 0.0311703 | val_loss: 0.0311892 | Time: 2025.54 ms
[2022-04-08 10:56:14 main:574] : INFO : Epoch 1549 | loss: 0.0311722 | val_loss: 0.0311865 | Time: 2066 ms
[2022-04-08 10:56:16 main:574] : INFO : Epoch 1550 | loss: 0.0311711 | val_loss: 0.0311913 | Time: 2047.85 ms
[2022-04-08 10:56:18 main:574] : INFO : Epoch 1551 | loss: 0.0311754 | val_loss: 0.0311896 | Time: 2060.28 ms
[2022-04-08 10:56:20 main:574] : INFO : Epoch 1552 | loss: 0.0311768 | val_loss: 0.0311888 | Time: 2046.65 ms
[2022-04-08 10:56:22 main:574] : INFO : Epoch 1553 | loss: 0.0311751 | val_loss: 0.0311881 | Time: 2042.89 ms
[2022-04-08 10:56:24 main:574] : INFO : Epoch 1554 | loss: 0.031173 | val_loss: 0.0311852 | Time: 2019.26 ms
[2022-04-08 10:56:26 main:574] : INFO : Epoch 1555 | loss: 0.0311715 | val_loss: 0.0311865 | Time: 2043.2 ms
[2022-04-08 10:56:28 main:574] : INFO : Epoch 1556 | loss: 0.0311737 | val_loss: 0.0311873 | Time: 2046.55 ms
[2022-04-08 10:56:30 main:574] : INFO : Epoch 1557 | loss: 0.0311723 | val_loss: 0.0311898 | Time: 2048.89 ms
[2022-04-08 10:56:32 main:574] : INFO : Epoch 1558 | loss: 0.0311706 | val_loss: 0.0311855 | Time: 2087.38 ms
[2022-04-08 10:56:34 main:574] : INFO : Epoch 1559 | loss: 0.0311705 | val_loss: 0.0311879 | Time: 2017.56 ms
[2022-04-08 10:56:36 main:574] : INFO : Epoch 1560 | loss: 0.0311736 | val_loss: 0.0311918 | Time: 2052.72 ms
[2022-04-08 10:56:38 main:574] : INFO : Epoch 1561 | loss: 0.0311733 | val_loss: 0.0311849 | Time: 2039.96 ms
[2022-04-08 10:56:40 main:574] : INFO : Epoch 1562 | loss: 0.0311726 | val_loss: 0.0311859 | Time: 2074.85 ms
[2022-04-08 10:56:43 main:574] : INFO : Epoch 1563 | loss: 0.0311729 | val_loss: 0.0311877 | Time: 2078.9 ms
[2022-04-08 10:56:45 main:574] : INFO : Epoch 1564 | loss: 0.0311749 | val_loss: 0.0311931 | Time: 2070.06 ms
[2022-04-08 10:56:47 main:574] : INFO : Epoch 1565 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 2054.77 ms
[2022-04-08 10:56:49 main:574] : INFO : Epoch 1566 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 2060.93 ms
[2022-04-08 10:56:51 main:574] : INFO : Epoch 1567 | loss: 0.0311738 | val_loss: 0.0311851 | Time: 2057.53 ms
[2022-04-08 10:56:53 main:574] : INFO : Epoch 1568 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 2028.63 ms
[2022-04-08 10:56:55 main:574] : INFO : Epoch 1569 | loss: 0.0311745 | val_loss: 0.0311828 | Time: 2046.92 ms
[2022-04-08 10:56:57 main:574] : INFO : Epoch 1570 | loss: 0.0311755 | val_loss: 0.031188 | Time: 2076.15 ms
[2022-04-08 10:56:59 main:574] : INFO : Epoch 1571 | loss: 0.031179 | val_loss: 0.0311907 | Time: 2056.04 ms
[2022-04-08 10:57:01 main:574] : INFO : Epoch 1572 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 2034.46 ms
[2022-04-08 10:57:03 main:574] : INFO : Epoch 1573 | loss: 0.0311768 | val_loss: 0.0311857 | Time: 2035.28 ms
[2022-04-08 10:57:05 main:574] : INFO : Epoch 1574 | loss: 0.0311753 | val_loss: 0.0311849 | Time: 2090.22 ms
[2022-04-08 10:57:07 main:574] : INFO : Epoch 1575 | loss: 0.0311742 | val_loss: 0.0311877 | Time: 2049.09 ms
[2022-04-08 10:57:09 main:574] : INFO : Epoch 1576 | loss: 0.0311758 | val_loss: 0.0311842 | Time: 2039.62 ms
[2022-04-08 10:57:11 main:574] : INFO : Epoch 1577 | loss: 0.0311733 | val_loss: 0.0311861 | Time: 2037.59 ms
[2022-04-08 10:57:13 main:574] : INFO : Epoch 1578 | loss: 0.0311746 | val_loss: 0.0311851 | Time: 2024.63 ms
[2022-04-08 10:57:15 main:574] : INFO : Epoch 1579 | loss: 0.0311756 | val_loss: 0.0311859 | Time: 2057.91 ms
[2022-04-08 10:57:18 main:574] : INFO : Epoch 1580 | loss: 0.0311759 | val_loss: 0.0311862 | Time: 2047.56 ms
[2022-04-08 10:57:20 main:574] : INFO : Epoch 1581 | loss: 0.031174 | val_loss: 0.0311838 | Time: 2084.66 ms
[2022-04-08 10:57:22 main:574] : INFO : Epoch 1582 | loss: 0.0311756 | val_loss: 0.031184 | Time: 2053.48 ms
[2022-04-08 10:57:24 main:574] : INFO : Epoch 1583 | loss: 0.0311761 | val_loss: 0.0311858 | Time: 2028.53 ms
[2022-04-08 10:57:26 main:574] : INFO : Epoch 1584 | loss: 0.0311829 | val_loss: 0.0311861 | Time: 2029.1 ms
[2022-04-08 10:57:28 main:574] : INFO : Epoch 1585 | loss: 0.0311759 | val_loss: 0.0311849 | Time: 2072.8 ms
[2022-04-08 10:57:30 main:574] : INFO : Epoch 1586 | loss: 0.0311719 | val_loss: 0.0311827 | Time: 2030.38 ms
[2022-04-08 10:57:32 main:574] : INFO : Epoch 1587 | loss: 0.0311719 | val_loss: 0.031188 | Time: 2039.11 ms
[2022-04-08 10:57:34 main:574] : INFO : Epoch 1588 | loss: 0.0311733 | val_loss: 0.031185 | Time: 2023.42 ms
[2022-04-08 10:57:36 main:574] : INFO : Epoch 1589 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 2041.41 ms
[2022-04-08 10:57:38 main:574] : INFO : Epoch 1590 | loss: 0.0311707 | val_loss: 0.031184 | Time: 2056.79 ms
[2022-04-08 10:57:40 main:574] : INFO : Epoch 1591 | loss: 0.0311732 | val_loss: 0.0311877 | Time: 2035.21 ms
[2022-04-08 10:57:42 main:574] : INFO : Epoch 1592 | loss: 0.0311712 | val_loss: 0.0311842 | Time: 2042.01 ms
[2022-04-08 10:57:44 main:574] : INFO : Epoch 1593 | loss: 0.0311724 | val_loss: 0.0311917 | Time: 2048.2 ms
[2022-04-08 10:57:46 main:574] : INFO : Epoch 1594 | loss: 0.0311748 | val_loss: 0.0311854 | Time: 2062.24 ms
[2022-04-08 10:57:48 main:574] : INFO : Epoch 1595 | loss: 0.0311714 | val_loss: 0.031185 | Time: 2058.86 ms
[2022-04-08 10:57:50 main:574] : INFO : Epoch 1596 | loss: 0.0311706 | val_loss: 0.0311882 | Time: 2041.83 ms
[2022-04-08 10:57:52 main:574] : INFO : Epoch 1597 | loss: 0.0311694 | val_loss: 0.0311857 | Time: 2067.65 ms
[2022-04-08 10:57:54 main:574] : INFO : Epoch 1598 | loss: 0.0311695 | val_loss: 0.0311856 | Time: 2025.35 ms
[2022-04-08 10:57:57 main:574] : INFO : Epoch 1599 | loss: 0.0311729 | val_loss: 0.031187 | Time: 2051.65 ms
[2022-04-08 10:57:59 main:574] : INFO : Epoch 1600 | loss: 0.0311799 | val_loss: 0.0311954 | Time: 2042.41 ms
[2022-04-08 10:58:01 main:574] : INFO : Epoch 1601 | loss: 0.0311893 | val_loss: 0.0311886 | Time: 2037.54 ms
[2022-04-08 10:58:03 main:574] : INFO : Epoch 1602 | loss: 0.0311854 | val_loss: 0.0311843 | Time: 2047.25 ms
[2022-04-08 10:58:05 main:574] : INFO : Epoch 1603 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 2035.95 ms
[2022-04-08 10:58:07 main:574] : INFO : Epoch 1604 | loss: 0.0311774 | val_loss: 0.0311849 | Time: 2032.22 ms
[2022-04-08 10:58:09 main:574] : INFO : Epoch 1605 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 2051.81 ms
[2022-04-08 10:58:11 main:574] : INFO : Epoch 1606 | loss: 0.031175 | val_loss: 0.0311833 | Time: 2045.96 ms
[2022-04-08 10:58:13 main:574] : INFO : Epoch 1607 | loss: 0.0311746 | val_loss: 0.0311848 | Time: 2035.41 ms
[2022-04-08 10:58:15 main:574] : INFO : Epoch 1608 | loss: 0.0311739 | val_loss: 0.0311869 | Time: 2040.4 ms
[2022-04-08 10:58:17 main:574] : INFO : Epoch 1609 | loss: 0.0311764 | val_loss: 0.0311879 | Time: 2042.42 ms
[2022-04-08 10:58:19 main:574] : INFO : Epoch 1610 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 2044.22 ms
[2022-04-08 10:58:21 main:574] : INFO : Epoch 1611 | loss: 0.0311737 | val_loss: 0.031184 | Time: 2081.42 ms
[2022-04-08 10:58:23 main:574] : INFO : Epoch 1612 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 2052.6 ms
[2022-04-08 10:58:25 main:574] : INFO : Epoch 1613 | loss: 0.0311711 | val_loss: 0.0311849 | Time: 2068.58 ms
[2022-04-08 10:58:27 main:574] : INFO : Epoch 1614 | loss: 0.031173 | val_loss: 0.0311836 | Time: 2048.36 ms
[2022-04-08 10:58:29 main:574] : INFO : Epoch 1615 | loss: 0.0311735 | val_loss: 0.0311834 | Time: 2051.7 ms
[2022-04-08 10:58:32 main:574] : INFO : Epoch 1616 | loss: 0.0311728 | val_loss: 0.031185 | Time: 2073.5 ms
[2022-04-08 10:58:34 main:574] : INFO : Epoch 1617 | loss: 0.0311705 | val_loss: 0.0311865 | Time: 2041.61 ms
[2022-04-08 10:58:36 main:574] : INFO : Epoch 1618 | loss: 0.0311707 | val_loss: 0.0311841 | Time: 2043.81 ms
[2022-04-08 10:58:38 main:574] : INFO : Epoch 1619 | loss: 0.0311699 | val_loss: 0.0311882 | Time: 2071.12 ms
[2022-04-08 10:58:40 main:574] : INFO : Epoch 1620 | loss: 0.0311711 | val_loss: 0.0311828 | Time: 2018.17 ms
[2022-04-08 10:58:42 main:574] : INFO : Epoch 1621 | loss: 0.0311703 | val_loss: 0.0311852 | Time: 2059.91 ms
[2022-04-08 10:58:44 main:574] : INFO : Epoch 1622 | loss: 0.0311693 | val_loss: 0.0311865 | Time: 2097.72 ms
[2022-04-08 10:58:46 main:574] : INFO : Epoch 1623 | loss: 0.0311692 | val_loss: 0.0311834 | Time: 2052.26 ms
[2022-04-08 10:58:48 main:574] : INFO : Epoch 1624 | loss: 0.0311739 | val_loss: 0.0311883 | Time: 2045.97 ms
[2022-04-08 10:58:50 main:574] : INFO : Epoch 1625 | loss: 0.0311724 | val_loss: 0.0311879 | Time: 2084.6 ms
[2022-04-08 10:58:52 main:574] : INFO : Epoch 1626 | loss: 0.0311737 | val_loss: 0.0311864 | Time: 2049.57 ms
[2022-04-08 10:58:54 main:574] : INFO : Epoch 1627 | loss: 0.0311787 | val_loss: 0.0311944 | Time: 2024.24 ms
[2022-04-08 10:58:56 main:574] : INFO : Epoch 1628 | loss: 0.031176 | val_loss: 0.0311865 | Time: 2049.02 ms
[2022-04-08 10:58:58 main:574] : INFO : Epoch 1629 | loss: 0.0311815 | val_loss: 0.0311947 | Time: 2038.49 ms
[2022-04-08 10:59:00 main:574] : INFO : Epoch 1630 | loss: 0.0311991 | val_loss: 0.031195 | Time: 2041.56 ms
[2022-04-08 10:59:02 main:574] : INFO : Epoch 1631 | loss: 0.0311972 | val_loss: 0.0311922 | Time: 2064.51 ms
[2022-04-08 10:59:04 main:574] : INFO : Epoch 1632 | loss: 0.031194 | val_loss: 0.0311917 | Time: 2067.36 ms
[2022-04-08 10:59:06 main:574] : INFO : Epoch 1633 | loss: 0.0311931 | val_loss: 0.0311921 | Time: 2001.67 ms
[2022-04-08 10:59:09 main:574] : INFO : Epoch 1634 | loss: 0.0311932 | val_loss: 0.0311905 | Time: 2053.43 ms
[2022-04-08 10:59:11 main:574] : INFO : Epoch 1635 | loss: 0.0311917 | val_loss: 0.0311893 | Time: 2033.85 ms
[2022-04-08 10:59:13 main:574] : INFO : Epoch 1636 | loss: 0.0311909 | val_loss: 0.0311896 | Time: 2054.17 ms
[2022-04-08 10:59:15 main:574] : INFO : Epoch 1637 | loss: 0.0311943 | val_loss: 0.0311926 | Time: 2046.18 ms
[2022-04-08 10:59:17 main:574] : INFO : Epoch 1638 | loss: 0.0311921 | val_loss: 0.0311884 | Time: 2038.22 ms
[2022-04-08 10:59:19 main:574] : INFO : Epoch 1639 | loss: 0.0311891 | val_loss: 0.0311877 | Time: 2068.15 ms
[2022-04-08 10:59:21 main:574] : INFO : Epoch 1640 | loss: 0.0311885 | val_loss: 0.0311881 | Time: 2055.37 ms
[2022-04-08 10:59:23 main:574] : INFO : Epoch 1641 | loss: 0.0311896 | val_loss: 0.0311877 | Time: 2025.65 ms
[2022-04-08 10:59:25 main:574] : INFO : Epoch 1642 | loss: 0.0311878 | val_loss: 0.0311874 | Time: 2052.87 ms
[2022-04-08 10:59:27 main:574] : INFO : Epoch 1643 | loss: 0.0311892 | val_loss: 0.03119 | Time: 2058.3 ms
[2022-04-08 10:59:29 main:574] : INFO : Epoch 1644 | loss: 0.0311884 | val_loss: 0.0311873 | Time: 2039.94 ms
[2022-04-08 10:59:31 main:574] : INFO : Epoch 1645 | loss: 0.0311927 | val_loss: 0.0311949 | Time: 2030.03 ms
[2022-04-08 10:59:33 main:574] : INFO : Epoch 1646 | loss: 0.0311892 | val_loss: 0.0311862 | Time: 2058.61 ms
[2022-04-08 10:59:35 main:574] : INFO : Epoch 1647 | loss: 0.0311885 | val_loss: 0.0311887 | Time: 2035.57 ms
[2022-04-08 10:59:37 main:574] : INFO : Epoch 1648 | loss: 0.0311858 | val_loss: 0.0311856 | Time: 2031.88 ms
[2022-04-08 10:59:39 main:574] : INFO : Epoch 1649 | loss: 0.0311854 | val_loss: 0.031185 | Time: 2048.82 ms
[2022-04-08 10:59:41 main:574] : INFO : Epoch 1650 | loss: 0.031185 | val_loss: 0.0311908 | Time: 2030.81 ms
[2022-04-08 10:59:43 main:574] : INFO : Epoch 1651 | loss: 0.0311889 | val_loss: 0.0311928 | Time: 2042.84 ms
[2022-04-08 10:59:45 main:574] : INFO : Epoch 1652 | loss: 0.0311875 | val_loss: 0.0311861 | Time: 2035.01 ms
[2022-04-08 10:59:47 main:574] : INFO : Epoch 1653 | loss: 0.031187 | val_loss: 0.0311858 | Time: 2047.7 ms
[2022-04-08 10:59:50 main:574] : INFO : Epoch 1654 | loss: 0.0311847 | val_loss: 0.0311868 | Time: 2065.98 ms
[2022-04-08 10:59:52 main:574] : INFO : Epoch 1655 | loss: 0.0311856 | val_loss: 0.0311854 | Time: 2032.67 ms
[2022-04-08 10:59:54 main:574] : INFO : Epoch 1656 | loss: 0.031184 | val_loss: 0.0311866 | Time: 2043.87 ms
[2022-04-08 10:59:56 main:574] : INFO : Epoch 1657 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 2049.76 ms
[2022-04-08 10:59:58 main:574] : INFO : Epoch 1658 | loss: 0.0311844 | val_loss: 0.0311859 | Time: 2010.18 ms
[2022-04-08 11:00:00 main:574] : INFO : Epoch 1659 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 2024.58 ms
[2022-04-08 11:00:02 main:574] : INFO : Epoch 1660 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 2014.02 ms
[2022-04-08 11:00:04 main:574] : INFO : Epoch 1661 | loss: 0.0311839 | val_loss: 0.031185 | Time: 2035.67 ms
[2022-04-08 11:00:06 main:574] : INFO : Epoch 1662 | loss: 0.0311826 | val_loss: 0.031185 | Time: 2046.33 ms
[2022-04-08 11:00:08 main:574] : INFO : Epoch 1663 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 2046.76 ms
[2022-04-08 11:00:10 main:574] : INFO : Epoch 1664 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 2041.86 ms
[2022-04-08 11:00:12 main:574] : INFO : Epoch 1665 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 2041.01 ms
[2022-04-08 11:00:14 main:574] : INFO : Epoch 1666 | loss: 0.0311837 | val_loss: 0.0311852 | Time: 2051.96 ms
[2022-04-08 11:00:16 main:574] : INFO : Epoch 1667 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 2044.31 ms
[2022-04-08 11:00:18 main:574] : INFO : Epoch 1668 | loss: 0.0311842 | val_loss: 0.03119 | Time: 2026.18 ms
[2022-04-08 11:00:20 main:574] : INFO : Epoch 1669 | loss: 0.0311837 | val_loss: 0.0311875 | Time: 2030.88 ms
[2022-04-08 11:00:22 main:574] : INFO : Epoch 1670 | loss: 0.0311843 | val_loss: 0.0311846 | Time: 2053.23 ms
[2022-04-08 11:00:24 main:574] : INFO : Epoch 1671 | loss: 0.0311835 | val_loss: 0.031186 | Time: 2041.2 ms
[2022-04-08 11:00:26 main:574] : INFO : Epoch 1672 | loss: 0.0311854 | val_loss: 0.0311942 | Time: 2044.04 ms
[2022-04-08 11:00:28 main:574] : INFO : Epoch 1673 | loss: 0.0311862 | val_loss: 0.0311872 | Time: 2062.28 ms
[2022-04-08 11:00:30 main:574] : INFO : Epoch 1674 | loss: 0.0311851 | val_loss: 0.0311917 | Time: 2058.72 ms
[2022-04-08 11:00:33 main:574] : INFO : Epoch 1675 | loss: 0.0311829 | val_loss: 0.0311889 | Time: 2016.86 ms
[2022-04-08 11:00:35 main:574] : INFO : Epoch 1676 | loss: 0.0311812 | val_loss: 0.031185 | Time: 2030.71 ms
[2022-04-08 11:00:37 main:574] : INFO : Epoch 1677 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 2041.76 ms
[2022-04-08 11:00:39 main:574] : INFO : Epoch 1678 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 2047.46 ms
[2022-04-08 11:00:41 main:574] : INFO : Epoch 1679 | loss: 0.0311835 | val_loss: 0.0311855 | Time: 2056.04 ms
[2022-04-08 11:00:43 main:574] : INFO : Epoch 1680 | loss: 0.0311825 | val_loss: 0.031185 | Time: 2027.35 ms
[2022-04-08 11:00:45 main:574] : INFO : Epoch 1681 | loss: 0.0311829 | val_loss: 0.031187 | Time: 2041.09 ms
[2022-04-08 11:00:47 main:574] : INFO : Epoch 1682 | loss: 0.0311835 | val_loss: 0.0311889 | Time: 2031.85 ms
[2022-04-08 11:00:49 main:574] : INFO : Epoch 1683 | loss: 0.0311857 | val_loss: 0.0311913 | Time: 2048.59 ms
[2022-04-08 11:00:51 main:574] : INFO : Epoch 1684 | loss: 0.0311884 | val_loss: 0.0311863 | Time: 2052.6 ms
[2022-04-08 11:00:53 main:574] : INFO : Epoch 1685 | loss: 0.0311845 | val_loss: 0.0311848 | Time: 2064.9 ms
[2022-04-08 11:00:55 main:574] : INFO : Epoch 1686 | loss: 0.0311832 | val_loss: 0.0311869 | Time: 1995.19 ms
[2022-04-08 11:00:57 main:574] : INFO : Epoch 1687 | loss: 0.031183 | val_loss: 0.0311846 | Time: 2045.43 ms
[2022-04-08 11:00:59 main:574] : INFO : Epoch 1688 | loss: 0.0311835 | val_loss: 0.0311859 | Time: 2043.55 ms
[2022-04-08 11:01:01 main:574] : INFO : Epoch 1689 | loss: 0.0311853 | val_loss: 0.0311913 | Time: 2037.11 ms
[2022-04-08 11:01:03 main:574] : INFO : Epoch 1690 | loss: 0.0311872 | val_loss: 0.0311859 | Time: 2038.53 ms
[2022-04-08 11:01:05 main:574] : INFO : Epoch 1691 | loss: 0.0311833 | val_loss: 0.0311871 | Time: 2014.67 ms
[2022-04-08 11:01:07 main:574] : INFO : Epoch 1692 | loss: 0.0311854 | val_loss: 0.0311902 | Time: 2029.12 ms
[2022-04-08 11:01:09 main:574] : INFO : Epoch 1693 | loss: 0.0311817 | val_loss: 0.031187 | Time: 2039.07 ms
[2022-04-08 11:01:11 main:574] : INFO : Epoch 1694 | loss: 0.0311804 | val_loss: 0.0311878 | Time: 2046.51 ms
[2022-04-08 11:01:13 main:574] : INFO : Epoch 1695 | loss: 0.0311812 | val_loss: 0.0311844 | Time: 2046.21 ms
[2022-04-08 11:01:15 main:574] : INFO : Epoch 1696 | loss: 0.0311807 | val_loss: 0.0311854 | Time: 2024.47 ms
[2022-04-08 11:01:18 main:574] : INFO : Epoch 1697 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 2032.71 ms
[2022-04-08 11:01:20 main:574] : INFO : Epoch 1698 | loss: 0.0311806 | val_loss: 0.031184 | Time: 2041.66 ms
[2022-04-08 11:01:22 main:574] : INFO : Epoch 1699 | loss: 0.0311796 | val_loss: 0.0311838 | Time: 2032.62 ms
[2022-04-08 11:01:24 main:574] : INFO : Epoch 1700 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 2052.26 ms
[2022-04-08 11:01:26 main:574] : INFO : Epoch 1701 | loss: 0.0311807 | val_loss: 0.0311842 | Time: 2055.01 ms
[2022-04-08 11:01:28 main:574] : INFO : Epoch 1702 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 2048.54 ms
[2022-04-08 11:01:30 main:574] : INFO : Epoch 1703 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 2034.24 ms
[2022-04-08 11:01:32 main:574] : INFO : Epoch 1704 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 2060.84 ms
[2022-04-08 11:01:34 main:574] : INFO : Epoch 1705 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 2041.48 ms
[2022-04-08 11:01:36 main:574] : INFO : Epoch 1706 | loss: 0.0311808 | val_loss: 0.0311843 | Time: 2043.27 ms
[2022-04-08 11:01:38 main:574] : INFO : Epoch 1707 | loss: 0.031181 | val_loss: 0.0311836 | Time: 2031.78 ms
[2022-04-08 11:01:40 main:574] : INFO : Epoch 1708 | loss: 0.0311827 | val_loss: 0.0311863 | Time: 2015.86 ms
[2022-04-08 11:01:42 main:574] : INFO : Epoch 1709 | loss: 0.0311886 | val_loss: 0.0311982 | Time: 2039.73 ms
[2022-04-08 11:01:44 main:574] : INFO : Epoch 1710 | loss: 0.0311872 | val_loss: 0.0312325 | Time: 2027.33 ms
[2022-04-08 11:01:46 main:574] : INFO : Epoch 1711 | loss: 0.0337597 | val_loss: 0.0534378 | Time: 2032.72 ms
[2022-04-08 11:01:48 main:574] : INFO : Epoch 1712 | loss: 0.037773 | val_loss: 0.031725 | Time: 2028.19 ms
[2022-04-08 11:01:50 main:574] : INFO : Epoch 1713 | loss: 0.0321081 | val_loss: 0.0315377 | Time: 2076.24 ms
[2022-04-08 11:01:52 main:574] : INFO : Epoch 1714 | loss: 0.0313881 | val_loss: 0.0312838 | Time: 2028.88 ms
[2022-04-08 11:01:54 main:574] : INFO : Epoch 1715 | loss: 0.0312719 | val_loss: 0.0312558 | Time: 2011.13 ms
[2022-04-08 11:01:56 main:574] : INFO : Epoch 1716 | loss: 0.0312479 | val_loss: 0.0312411 | Time: 2036.08 ms
[2022-04-08 11:01:58 main:574] : INFO : Epoch 1717 | loss: 0.0312383 | val_loss: 0.0312337 | Time: 2028.4 ms
[2022-04-08 11:02:00 main:574] : INFO : Epoch 1718 | loss: 0.0312318 | val_loss: 0.0312278 | Time: 2020.53 ms
[2022-04-08 11:02:03 main:574] : INFO : Epoch 1719 | loss: 0.0312256 | val_loss: 0.0312228 | Time: 2053.55 ms
[2022-04-08 11:02:05 main:574] : INFO : Epoch 1720 | loss: 0.0312207 | val_loss: 0.0312172 | Time: 2059.82 ms
[2022-04-08 11:02:07 main:574] : INFO : Epoch 1721 | loss: 0.031215 | val_loss: 0.0312116 | Time: 2033.95 ms
[2022-04-08 11:02:09 main:574] : INFO : Epoch 1722 | loss: 0.0312101 | val_loss: 0.0312071 | Time: 2039.43 ms
[2022-04-08 11:02:11 main:574] : INFO : Epoch 1723 | loss: 0.0312059 | val_loss: 0.0312026 | Time: 2053.17 ms
[2022-04-08 11:02:13 main:574] : INFO : Epoch 1724 | loss: 0.031202 | val_loss: 0.0312002 | Time: 2049.72 ms
[2022-04-08 11:02:15 main:574] : INFO : Epoch 1725 | loss: 0.0311996 | val_loss: 0.0311971 | Time: 2067.7 ms
[2022-04-08 11:02:17 main:574] : INFO : Epoch 1726 | loss: 0.0311968 | val_loss: 0.0311945 | Time: 2035.57 ms
[2022-04-08 11:02:19 main:574] : INFO : Epoch 1727 | loss: 0.0311949 | val_loss: 0.031193 | Time: 2046.07 ms
[2022-04-08 11:02:21 main:574] : INFO : Epoch 1728 | loss: 0.0311934 | val_loss: 0.0311924 | Time: 2011.56 ms
[2022-04-08 11:02:23 main:574] : INFO : Epoch 1729 | loss: 0.0311932 | val_loss: 0.0311923 | Time: 2055.56 ms
[2022-04-08 11:02:25 main:574] : INFO : Epoch 1730 | loss: 0.031193 | val_loss: 0.0311911 | Time: 2058.42 ms
[2022-04-08 11:02:27 main:574] : INFO : Epoch 1731 | loss: 0.0311923 | val_loss: 0.0311911 | Time: 2056.68 ms
[2022-04-08 11:02:29 main:574] : INFO : Epoch 1732 | loss: 0.031191 | val_loss: 0.0311922 | Time: 2061.85 ms
[2022-04-08 11:02:31 main:574] : INFO : Epoch 1733 | loss: 0.03119 | val_loss: 0.0311906 | Time: 2043.56 ms
[2022-04-08 11:02:33 main:574] : INFO : Epoch 1734 | loss: 0.0311897 | val_loss: 0.0311899 | Time: 2054.76 ms
[2022-04-08 11:02:35 main:574] : INFO : Epoch 1735 | loss: 0.0311891 | val_loss: 0.0311909 | Time: 2031.46 ms
[2022-04-08 11:02:37 main:574] : INFO : Epoch 1736 | loss: 0.0311893 | val_loss: 0.0311901 | Time: 2040.52 ms
[2022-04-08 11:02:39 main:574] : INFO : Epoch 1737 | loss: 0.031189 | val_loss: 0.0311905 | Time: 2026.93 ms
[2022-04-08 11:02:42 main:574] : INFO : Epoch 1738 | loss: 0.0311901 | val_loss: 0.0311875 | Time: 2058.72 ms
[2022-04-08 11:02:44 main:574] : INFO : Epoch 1739 | loss: 0.0311886 | val_loss: 0.0311898 | Time: 2033.7 ms
[2022-04-08 11:02:46 main:574] : INFO : Epoch 1740 | loss: 0.0311896 | val_loss: 0.0311904 | Time: 2042.66 ms
[2022-04-08 11:02:48 main:574] : INFO : Epoch 1741 | loss: 0.031189 | val_loss: 0.0311902 | Time: 2046.74 ms
[2022-04-08 11:02:50 main:574] : INFO : Epoch 1742 | loss: 0.0311875 | val_loss: 0.0311884 | Time: 2068.38 ms
[2022-04-08 11:02:52 main:574] : INFO : Epoch 1743 | loss: 0.0311872 | val_loss: 0.0311888 | Time: 2033.16 ms
[2022-04-08 11:02:54 main:574] : INFO : Epoch 1744 | loss: 0.0311871 | val_loss: 0.0311892 | Time: 2023.69 ms
[2022-04-08 11:02:56 main:574] : INFO : Epoch 1745 | loss: 0.0311866 | val_loss: 0.0311873 | Time: 2042.32 ms
[2022-04-08 11:02:58 main:574] : INFO : Epoch 1746 | loss: 0.0311867 | val_loss: 0.0311878 | Time: 2027.98 ms
[2022-04-08 11:03:00 main:574] : INFO : Epoch 1747 | loss: 0.0311865 | val_loss: 0.0311866 | Time: 2013.97 ms
[2022-04-08 11:03:02 main:574] : INFO : Epoch 1748 | loss: 0.0311862 | val_loss: 0.0311871 | Time: 2044.7 ms
[2022-04-08 11:03:04 main:574] : INFO : Epoch 1749 | loss: 0.0311855 | val_loss: 0.0311866 | Time: 2044.65 ms
[2022-04-08 11:03:06 main:574] : INFO : Epoch 1750 | loss: 0.0311859 | val_loss: 0.0311876 | Time: 2033.1 ms
[2022-04-08 11:03:08 main:574] : INFO : Epoch 1751 | loss: 0.0311857 | val_loss: 0.031188 | Time: 2054.61 ms
[2022-04-08 11:03:10 main:574] : INFO : Epoch 1752 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 2054.89 ms
[2022-04-08 11:03:12 main:574] : INFO : Epoch 1753 | loss: 0.0311892 | val_loss: 0.0311884 | Time: 2002.28 ms
[2022-04-08 11:03:14 main:574] : INFO : Epoch 1754 | loss: 0.0311878 | val_loss: 0.0311884 | Time: 2066.26 ms
[2022-04-08 11:03:16 main:574] : INFO : Epoch 1755 | loss: 0.0311863 | val_loss: 0.031188 | Time: 2037.72 ms
[2022-04-08 11:03:18 main:574] : INFO : Epoch 1756 | loss: 0.031185 | val_loss: 0.031187 | Time: 2035.11 ms
[2022-04-08 11:03:20 main:574] : INFO : Epoch 1757 | loss: 0.031187 | val_loss: 0.0311872 | Time: 2014.31 ms
[2022-04-08 11:03:22 main:574] : INFO : Epoch 1758 | loss: 0.0311848 | val_loss: 0.0311876 | Time: 1994.62 ms
[2022-04-08 11:03:24 main:574] : INFO : Epoch 1759 | loss: 0.0311845 | val_loss: 0.0311866 | Time: 2080.7 ms
[2022-04-08 11:03:26 main:574] : INFO : Epoch 1760 | loss: 0.031184 | val_loss: 0.0311883 | Time: 2056.13 ms
[2022-04-08 11:03:29 main:574] : INFO : Epoch 1761 | loss: 0.0311841 | val_loss: 0.0311861 | Time: 2051.41 ms
[2022-04-08 11:03:31 main:574] : INFO : Epoch 1762 | loss: 0.031183 | val_loss: 0.0311885 | Time: 2069.89 ms
[2022-04-08 11:03:33 main:574] : INFO : Epoch 1763 | loss: 0.0311835 | val_loss: 0.031186 | Time: 2005.37 ms
[2022-04-08 11:03:35 main:574] : INFO : Epoch 1764 | loss: 0.0311839 | val_loss: 0.0311899 | Time: 2058 ms
[2022-04-08 11:03:37 main:574] : INFO : Epoch 1765 | loss: 0.0311833 | val_loss: 0.0311852 | Time: 2060.62 ms
[2022-04-08 11:03:39 main:574] : INFO : Epoch 1766 | loss: 0.0311827 | val_loss: 0.0311858 | Time: 2044.36 ms
[2022-04-08 11:03:41 main:574] : INFO : Epoch 1767 | loss: 0.031183 | val_loss: 0.0311852 | Time: 2060.94 ms
[2022-04-08 11:03:43 main:574] : INFO : Epoch 1768 | loss: 0.0311818 | val_loss: 0.0311851 | Time: 2046.72 ms
[2022-04-08 11:03:45 main:574] : INFO : Epoch 1769 | loss: 0.0311819 | val_loss: 0.0311853 | Time: 2047.48 ms
[2022-04-08 11:03:47 main:574] : INFO : Epoch 1770 | loss: 0.0311832 | val_loss: 0.0311904 | Time: 2052.24 ms
[2022-04-08 11:03:49 main:574] : INFO : Epoch 1771 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 2028.93 ms
[2022-04-08 11:03:51 main:574] : INFO : Epoch 1772 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 2053.73 ms
[2022-04-08 11:03:53 main:574] : INFO : Epoch 1773 | loss: 0.0311803 | val_loss: 0.0311847 | Time: 2041.33 ms
[2022-04-08 11:03:55 main:574] : INFO : Epoch 1774 | loss: 0.0311809 | val_loss: 0.031185 | Time: 2045.63 ms
[2022-04-08 11:03:57 main:574] : INFO : Epoch 1775 | loss: 0.0311815 | val_loss: 0.0311896 | Time: 2075.94 ms
[2022-04-08 11:03:59 main:574] : INFO : Epoch 1776 | loss: 0.0311826 | val_loss: 0.0311872 | Time: 2001.89 ms
[2022-04-08 11:04:01 main:574] : INFO : Epoch 1777 | loss: 0.0311804 | val_loss: 0.0311855 | Time: 2042.09 ms
[2022-04-08 11:04:03 main:574] : INFO : Epoch 1778 | loss: 0.0311822 | val_loss: 0.0311868 | Time: 2041.15 ms
[2022-04-08 11:04:05 main:574] : INFO : Epoch 1779 | loss: 0.0311821 | val_loss: 0.031188 | Time: 2030.56 ms
[2022-04-08 11:04:07 main:574] : INFO : Epoch 1780 | loss: 0.0311817 | val_loss: 0.0311872 | Time: 2019.52 ms
[2022-04-08 11:04:10 main:574] : INFO : Epoch 1781 | loss: 0.0311798 | val_loss: 0.0311868 | Time: 2069.88 ms
[2022-04-08 11:04:12 main:574] : INFO : Epoch 1782 | loss: 0.0311804 | val_loss: 0.0311853 | Time: 2073.4 ms
[2022-04-08 11:04:14 main:574] : INFO : Epoch 1783 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 2061.41 ms
[2022-04-08 11:04:16 main:574] : INFO : Epoch 1784 | loss: 0.0311814 | val_loss: 0.0311892 | Time: 2026.57 ms
[2022-04-08 11:04:18 main:574] : INFO : Epoch 1785 | loss: 0.0311808 | val_loss: 0.0311851 | Time: 2059.69 ms
[2022-04-08 11:04:20 main:574] : INFO : Epoch 1786 | loss: 0.0311824 | val_loss: 0.0311919 | Time: 2054.66 ms
[2022-04-08 11:04:22 main:574] : INFO : Epoch 1787 | loss: 0.03118 | val_loss: 0.0311852 | Time: 2036.69 ms
[2022-04-08 11:04:24 main:574] : INFO : Epoch 1788 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 2051.26 ms
[2022-04-08 11:04:26 main:574] : INFO : Epoch 1789 | loss: 0.03118 | val_loss: 0.0311905 | Time: 2049.06 ms
[2022-04-08 11:04:28 main:574] : INFO : Epoch 1790 | loss: 0.0311803 | val_loss: 0.031186 | Time: 2059.75 ms
[2022-04-08 11:04:30 main:574] : INFO : Epoch 1791 | loss: 0.0311788 | val_loss: 0.0311871 | Time: 2036.03 ms
[2022-04-08 11:04:32 main:574] : INFO : Epoch 1792 | loss: 0.0311819 | val_loss: 0.0311843 | Time: 2080.51 ms
[2022-04-08 11:04:34 main:574] : INFO : Epoch 1793 | loss: 0.0311805 | val_loss: 0.0311877 | Time: 2050.15 ms
[2022-04-08 11:04:36 main:574] : INFO : Epoch 1794 | loss: 0.0311808 | val_loss: 0.0311849 | Time: 2050.78 ms
[2022-04-08 11:04:38 main:574] : INFO : Epoch 1795 | loss: 0.0311808 | val_loss: 0.0311918 | Time: 2051.27 ms
[2022-04-08 11:04:40 main:574] : INFO : Epoch 1796 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 2041.51 ms
[2022-04-08 11:04:43 main:574] : INFO : Epoch 1797 | loss: 0.0311793 | val_loss: 0.0311843 | Time: 2038.93 ms
[2022-04-08 11:04:45 main:574] : INFO : Epoch 1798 | loss: 0.0311805 | val_loss: 0.0311883 | Time: 2061.01 ms
[2022-04-08 11:04:47 main:574] : INFO : Epoch 1799 | loss: 0.0311798 | val_loss: 0.0311896 | Time: 2088.62 ms
[2022-04-08 11:04:49 main:574] : INFO : Epoch 1800 | loss: 0.031181 | val_loss: 0.0311853 | Time: 2026.7 ms
[2022-04-08 11:04:51 main:574] : INFO : Epoch 1801 | loss: 0.0311808 | val_loss: 0.0311863 | Time: 2050.51 ms
[2022-04-08 11:04:53 main:574] : INFO : Epoch 1802 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 2089.33 ms
[2022-04-08 11:04:55 main:574] : INFO : Epoch 1803 | loss: 0.0311798 | val_loss: 0.0311836 | Time: 2059.16 ms
[2022-04-08 11:04:57 main:574] : INFO : Epoch 1804 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 2065.96 ms
[2022-04-08 11:04:59 main:574] : INFO : Epoch 1805 | loss: 0.0311784 | val_loss: 0.0311837 | Time: 2043.91 ms
[2022-04-08 11:05:01 main:574] : INFO : Epoch 1806 | loss: 0.031178 | val_loss: 0.0311832 | Time: 2059.64 ms
[2022-04-08 11:05:03 main:574] : INFO : Epoch 1807 | loss: 0.0311799 | val_loss: 0.0311871 | Time: 2043.07 ms
[2022-04-08 11:05:05 main:574] : INFO : Epoch 1808 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 2031.25 ms
[2022-04-08 11:05:07 main:574] : INFO : Epoch 1809 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 2041.58 ms
[2022-04-08 11:05:09 main:574] : INFO : Epoch 1810 | loss: 0.0311778 | val_loss: 0.0311871 | Time: 2033.48 ms
[2022-04-08 11:05:11 main:574] : INFO : Epoch 1811 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 2066.39 ms
[2022-04-08 11:05:13 main:574] : INFO : Epoch 1812 | loss: 0.0311774 | val_loss: 0.0311875 | Time: 2068.13 ms
[2022-04-08 11:05:16 main:574] : INFO : Epoch 1813 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 2078.61 ms
[2022-04-08 11:05:18 main:574] : INFO : Epoch 1814 | loss: 0.031176 | val_loss: 0.0311846 | Time: 2071.32 ms
[2022-04-08 11:05:20 main:574] : INFO : Epoch 1815 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 2046.94 ms
[2022-04-08 11:05:22 main:574] : INFO : Epoch 1816 | loss: 0.0311767 | val_loss: 0.0311854 | Time: 2046.11 ms
[2022-04-08 11:05:24 main:574] : INFO : Epoch 1817 | loss: 0.0311766 | val_loss: 0.0311934 | Time: 2047.26 ms
[2022-04-08 11:05:26 main:574] : INFO : Epoch 1818 | loss: 0.0311771 | val_loss: 0.0311864 | Time: 2063.5 ms
[2022-04-08 11:05:28 main:574] : INFO : Epoch 1819 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 2049.87 ms
[2022-04-08 11:05:30 main:574] : INFO : Epoch 1820 | loss: 0.0311758 | val_loss: 0.0311849 | Time: 2028.55 ms
[2022-04-08 11:05:32 main:574] : INFO : Epoch 1821 | loss: 0.031175 | val_loss: 0.0311867 | Time: 2027.93 ms
[2022-04-08 11:05:34 main:574] : INFO : Epoch 1822 | loss: 0.0311754 | val_loss: 0.0311851 | Time: 2042.03 ms
[2022-04-08 11:05:36 main:574] : INFO : Epoch 1823 | loss: 0.0311743 | val_loss: 0.0311858 | Time: 2034.82 ms
[2022-04-08 11:05:38 main:574] : INFO : Epoch 1824 | loss: 0.031176 | val_loss: 0.0311871 | Time: 2049.04 ms
[2022-04-08 11:05:40 main:574] : INFO : Epoch 1825 | loss: 0.0311763 | val_loss: 0.0311859 | Time: 2044.49 ms
[2022-04-08 11:05:42 main:574] : INFO : Epoch 1826 | loss: 0.0311759 | val_loss: 0.0311883 | Time: 2024.41 ms
[2022-04-08 11:05:44 main:574] : INFO : Epoch 1827 | loss: 0.0311755 | val_loss: 0.0311885 | Time: 2075.46 ms
[2022-04-08 11:05:46 main:574] : INFO : Epoch 1828 | loss: 0.0311806 | val_loss: 0.0311898 | Time: 2028.31 ms
[2022-04-08 11:05:48 main:574] : INFO : Epoch 1829 | loss: 0.0311765 | val_loss: 0.0311838 | Time: 2049.32 ms
[2022-04-08 11:05:50 main:574] : INFO : Epoch 1830 | loss: 0.0311738 | val_loss: 0.0311857 | Time: 2052.01 ms
[2022-04-08 11:05:52 main:574] : INFO : Epoch 1831 | loss: 0.0311745 | val_loss: 0.0311864 | Time: 2060.04 ms
[2022-04-08 11:05:55 main:574] : INFO : Epoch 1832 | loss: 0.0311745 | val_loss: 0.0311846 | Time: 2037.05 ms
[2022-04-08 11:05:57 main:574] : INFO : Epoch 1833 | loss: 0.0311743 | val_loss: 0.0311847 | Time: 2060.68 ms
[2022-04-08 11:05:59 main:574] : INFO : Epoch 1834 | loss: 0.0311745 | val_loss: 0.0311864 | Time: 2023.32 ms
[2022-04-08 11:06:01 main:574] : INFO : Epoch 1835 | loss: 0.0311756 | val_loss: 0.0311865 | Time: 2035.67 ms
[2022-04-08 11:06:03 main:574] : INFO : Epoch 1836 | loss: 0.0311753 | val_loss: 0.0311856 | Time: 2048.02 ms
[2022-04-08 11:06:05 main:574] : INFO : Epoch 1837 | loss: 0.0311739 | val_loss: 0.0311851 | Time: 2044.84 ms
[2022-04-08 11:06:07 main:574] : INFO : Epoch 1838 | loss: 0.031177 | val_loss: 0.0311921 | Time: 2048.66 ms
[2022-04-08 11:06:09 main:574] : INFO : Epoch 1839 | loss: 0.0311815 | val_loss: 0.0311875 | Time: 2026.8 ms
[2022-04-08 11:06:11 main:574] : INFO : Epoch 1840 | loss: 0.0311818 | val_loss: 0.0311853 | Time: 2038.05 ms
[2022-04-08 11:06:13 main:574] : INFO : Epoch 1841 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 2054.17 ms
[2022-04-08 11:06:15 main:574] : INFO : Epoch 1842 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 2057.36 ms
[2022-04-08 11:06:17 main:574] : INFO : Epoch 1843 | loss: 0.0311763 | val_loss: 0.0311849 | Time: 2061.19 ms
[2022-04-08 11:06:19 main:574] : INFO : Epoch 1844 | loss: 0.0311766 | val_loss: 0.0311885 | Time: 2049.32 ms
[2022-04-08 11:06:21 main:574] : INFO : Epoch 1845 | loss: 0.0311753 | val_loss: 0.0311884 | Time: 2063.48 ms
[2022-04-08 11:06:23 main:574] : INFO : Epoch 1846 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 2064.17 ms
[2022-04-08 11:06:25 main:574] : INFO : Epoch 1847 | loss: 0.0311776 | val_loss: 0.0311883 | Time: 2013.49 ms
[2022-04-08 11:06:27 main:574] : INFO : Epoch 1848 | loss: 0.0311775 | val_loss: 0.0311876 | Time: 2028.94 ms
[2022-04-08 11:06:29 main:574] : INFO : Epoch 1849 | loss: 0.0311759 | val_loss: 0.0311864 | Time: 2050.78 ms
[2022-04-08 11:06:31 main:574] : INFO : Epoch 1850 | loss: 0.0311756 | val_loss: 0.0311859 | Time: 2026.77 ms
[2022-04-08 11:06:34 main:574] : INFO : Epoch 1851 | loss: 0.0311753 | val_loss: 0.0311868 | Time: 2035.42 ms
[2022-04-08 11:06:36 main:574] : INFO : Epoch 1852 | loss: 0.0311749 | val_loss: 0.0311891 | Time: 2033.2 ms
[2022-04-08 11:06:38 main:574] : INFO : Epoch 1853 | loss: 0.0311738 | val_loss: 0.0311845 | Time: 2036.03 ms
[2022-04-08 11:06:40 main:574] : INFO : Epoch 1854 | loss: 0.0311733 | val_loss: 0.0311891 | Time: 2070.57 ms
[2022-04-08 11:06:42 main:574] : INFO : Epoch 1855 | loss: 0.0311744 | val_loss: 0.0311899 | Time: 2029.39 ms
[2022-04-08 11:06:44 main:574] : INFO : Epoch 1856 | loss: 0.0311793 | val_loss: 0.0311849 | Time: 2038.95 ms
[2022-04-08 11:06:46 main:574] : INFO : Epoch 1857 | loss: 0.0311773 | val_loss: 0.0311895 | Time: 2039.42 ms
[2022-04-08 11:06:48 main:574] : INFO : Epoch 1858 | loss: 0.0311782 | val_loss: 0.0311869 | Time: 2047.53 ms
[2022-04-08 11:06:50 main:574] : INFO : Epoch 1859 | loss: 0.0311744 | val_loss: 0.0311896 | Time: 2047.2 ms
[2022-04-08 11:06:52 main:574] : INFO : Epoch 1860 | loss: 0.0311748 | val_loss: 0.0311849 | Time: 2036.98 ms
[2022-04-08 11:06:54 main:574] : INFO : Epoch 1861 | loss: 0.0311743 | val_loss: 0.0311866 | Time: 2054.12 ms
[2022-04-08 11:06:56 main:574] : INFO : Epoch 1862 | loss: 0.0311744 | val_loss: 0.0311854 | Time: 2061.46 ms
[2022-04-08 11:06:58 main:574] : INFO : Epoch 1863 | loss: 0.0311749 | val_loss: 0.0311843 | Time: 2058.7 ms
[2022-04-08 11:07:00 main:574] : INFO : Epoch 1864 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 2041.62 ms
[2022-04-08 11:07:02 main:574] : INFO : Epoch 1865 | loss: 0.0311801 | val_loss: 0.0311977 | Time: 2028.29 ms
[2022-04-08 11:07:04 main:574] : INFO : Epoch 1866 | loss: 0.0311783 | val_loss: 0.031183 | Time: 2044.17 ms
[2022-04-08 11:07:06 main:574] : INFO : Epoch 1867 | loss: 0.0311774 | val_loss: 0.0311858 | Time: 2025.43 ms
[2022-04-08 11:07:08 main:574] : INFO : Epoch 1868 | loss: 0.031177 | val_loss: 0.0311894 | Time: 2046.76 ms
[2022-04-08 11:07:10 main:574] : INFO : Epoch 1869 | loss: 0.0311803 | val_loss: 0.0311848 | Time: 2049.55 ms
[2022-04-08 11:07:12 main:574] : INFO : Epoch 1870 | loss: 0.0311755 | val_loss: 0.031186 | Time: 2010.68 ms
[2022-04-08 11:07:14 main:574] : INFO : Epoch 1871 | loss: 0.0311761 | val_loss: 0.0311815 | Time: 2039.96 ms
[2022-04-08 11:07:17 main:574] : INFO : Epoch 1872 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 2067.27 ms
[2022-04-08 11:07:19 main:574] : INFO : Epoch 1873 | loss: 0.031175 | val_loss: 0.0311857 | Time: 2039.87 ms
[2022-04-08 11:07:21 main:574] : INFO : Epoch 1874 | loss: 0.031184 | val_loss: 0.0311898 | Time: 2068.66 ms
[2022-04-08 11:07:23 main:574] : INFO : Epoch 1875 | loss: 0.0311819 | val_loss: 0.031186 | Time: 2041.06 ms
[2022-04-08 11:07:25 main:574] : INFO : Epoch 1876 | loss: 0.0311805 | val_loss: 0.0311858 | Time: 2056.69 ms
[2022-04-08 11:07:27 main:574] : INFO : Epoch 1877 | loss: 0.0311809 | val_loss: 0.0311882 | Time: 2063.88 ms
[2022-04-08 11:07:29 main:574] : INFO : Epoch 1878 | loss: 0.0311796 | val_loss: 0.0311861 | Time: 2024.25 ms
[2022-04-08 11:07:31 main:574] : INFO : Epoch 1879 | loss: 0.031178 | val_loss: 0.0311855 | Time: 2055.27 ms
[2022-04-08 11:07:33 main:574] : INFO : Epoch 1880 | loss: 0.0311782 | val_loss: 0.0311907 | Time: 2081.58 ms
[2022-04-08 11:07:35 main:574] : INFO : Epoch 1881 | loss: 0.0311807 | val_loss: 0.0311875 | Time: 2101.26 ms
[2022-04-08 11:07:37 main:574] : INFO : Epoch 1882 | loss: 0.0311808 | val_loss: 0.0311872 | Time: 2062.03 ms
[2022-04-08 11:07:39 main:574] : INFO : Epoch 1883 | loss: 0.0311805 | val_loss: 0.0311874 | Time: 2063.58 ms
[2022-04-08 11:07:41 main:574] : INFO : Epoch 1884 | loss: 0.0311798 | val_loss: 0.0311853 | Time: 2039.45 ms
[2022-04-08 11:07:43 main:574] : INFO : Epoch 1885 | loss: 0.0311787 | val_loss: 0.0311863 | Time: 2059.25 ms
[2022-04-08 11:07:45 main:574] : INFO : Epoch 1886 | loss: 0.0311778 | val_loss: 0.031183 | Time: 2041.69 ms
[2022-04-08 11:07:47 main:574] : INFO : Epoch 1887 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 2043.48 ms
[2022-04-08 11:07:50 main:574] : INFO : Epoch 1888 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 2040.13 ms
[2022-04-08 11:07:52 main:574] : INFO : Epoch 1889 | loss: 0.0311792 | val_loss: 0.0311842 | Time: 2051.86 ms
[2022-04-08 11:07:54 main:574] : INFO : Epoch 1890 | loss: 0.031176 | val_loss: 0.0311817 | Time: 2060.47 ms
[2022-04-08 11:07:56 main:574] : INFO : Epoch 1891 | loss: 0.0311781 | val_loss: 0.0311864 | Time: 2013.16 ms
[2022-04-08 11:07:58 main:574] : INFO : Epoch 1892 | loss: 0.0311781 | val_loss: 0.031186 | Time: 2073.83 ms
[2022-04-08 11:08:00 main:574] : INFO : Epoch 1893 | loss: 0.031179 | val_loss: 0.031185 | Time: 2084.19 ms
[2022-04-08 11:08:02 main:574] : INFO : Epoch 1894 | loss: 0.031178 | val_loss: 0.0311834 | Time: 2068.36 ms
[2022-04-08 11:08:04 main:574] : INFO : Epoch 1895 | loss: 0.0311786 | val_loss: 0.0311851 | Time: 2056.57 ms
[2022-04-08 11:08:06 main:574] : INFO : Epoch 1896 | loss: 0.031177 | val_loss: 0.0311826 | Time: 2062.23 ms
[2022-04-08 11:08:08 main:574] : INFO : Epoch 1897 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 2055.2 ms
[2022-04-08 11:08:10 main:574] : INFO : Epoch 1898 | loss: 0.0311752 | val_loss: 0.0311807 | Time: 2008.37 ms
[2022-04-08 11:08:12 main:574] : INFO : Epoch 1899 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 2053.26 ms
[2022-04-08 11:08:14 main:574] : INFO : Epoch 1900 | loss: 0.0311738 | val_loss: 0.031182 | Time: 2071.24 ms
[2022-04-08 11:08:16 main:574] : INFO : Epoch 1901 | loss: 0.0311728 | val_loss: 0.0311858 | Time: 2037.29 ms
[2022-04-08 11:08:18 main:574] : INFO : Epoch 1902 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 2037.05 ms
[2022-04-08 11:08:20 main:574] : INFO : Epoch 1903 | loss: 0.031173 | val_loss: 0.0311841 | Time: 2034.07 ms
[2022-04-08 11:08:22 main:574] : INFO : Epoch 1904 | loss: 0.0311749 | val_loss: 0.0311844 | Time: 2047.9 ms
[2022-04-08 11:08:24 main:574] : INFO : Epoch 1905 | loss: 0.0311782 | val_loss: 0.031188 | Time: 2020.4 ms
[2022-04-08 11:08:26 main:574] : INFO : Epoch 1906 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 2043.83 ms
[2022-04-08 11:08:29 main:574] : INFO : Epoch 1907 | loss: 0.0311785 | val_loss: 0.0311896 | Time: 2061.14 ms
[2022-04-08 11:08:31 main:574] : INFO : Epoch 1908 | loss: 0.0311782 | val_loss: 0.0311862 | Time: 2051.21 ms
[2022-04-08 11:08:33 main:574] : INFO : Epoch 1909 | loss: 0.0311761 | val_loss: 0.0311853 | Time: 2053.55 ms
[2022-04-08 11:08:35 main:574] : INFO : Epoch 1910 | loss: 0.0311753 | val_loss: 0.0311843 | Time: 2038.6 ms
[2022-04-08 11:08:37 main:574] : INFO : Epoch 1911 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 2060.48 ms
[2022-04-08 11:08:39 main:574] : INFO : Epoch 1912 | loss: 0.0311832 | val_loss: 0.0311868 | Time: 2051.99 ms
[2022-04-08 11:08:41 main:574] : INFO : Epoch 1913 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 2039.15 ms
[2022-04-08 11:08:43 main:574] : INFO : Epoch 1914 | loss: 0.0311799 | val_loss: 0.0311846 | Time: 2033.53 ms
[2022-04-08 11:08:45 main:574] : INFO : Epoch 1915 | loss: 0.0311787 | val_loss: 0.031184 | Time: 2021.02 ms
[2022-04-08 11:08:47 main:574] : INFO : Epoch 1916 | loss: 0.0311787 | val_loss: 0.0311863 | Time: 2050.15 ms
[2022-04-08 11:08:49 main:574] : INFO : Epoch 1917 | loss: 0.0311785 | val_loss: 0.031187 | Time: 2037.07 ms
[2022-04-08 11:08:51 main:574] : INFO : Epoch 1918 | loss: 0.031179 | val_loss: 0.0311831 | Time: 2057.76 ms
[2022-04-08 11:08:53 main:574] : INFO : Epoch 1919 | loss: 0.0311812 | val_loss: 0.0311885 | Time: 2073.18 ms
[2022-04-08 11:08:55 main:574] : INFO : Epoch 1920 | loss: 0.0311779 | val_loss: 0.0311836 | Time: 2083.1 ms
[2022-04-08 11:08:57 main:574] : INFO : Epoch 1921 | loss: 0.0311768 | val_loss: 0.0311855 | Time: 2057.96 ms
[2022-04-08 11:08:59 main:574] : INFO : Epoch 1922 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 2062.6 ms
[2022-04-08 11:09:02 main:574] : INFO : Epoch 1923 | loss: 0.0311773 | val_loss: 0.0311856 | Time: 2073.13 ms
[2022-04-08 11:09:04 main:574] : INFO : Epoch 1924 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 2071.82 ms
[2022-04-08 11:09:06 main:574] : INFO : Epoch 1925 | loss: 0.0311767 | val_loss: 0.0311933 | Time: 2023.68 ms
[2022-04-08 11:09:08 main:574] : INFO : Epoch 1926 | loss: 0.0311786 | val_loss: 0.03119 | Time: 2069.32 ms
[2022-04-08 11:09:10 main:574] : INFO : Epoch 1927 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 2038.66 ms
[2022-04-08 11:09:12 main:574] : INFO : Epoch 1928 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 2065.24 ms
[2022-04-08 11:09:14 main:574] : INFO : Epoch 1929 | loss: 0.031174 | val_loss: 0.0311858 | Time: 2048.37 ms
[2022-04-08 11:09:16 main:574] : INFO : Epoch 1930 | loss: 0.031174 | val_loss: 0.0311818 | Time: 2033.08 ms
[2022-04-08 11:09:18 main:574] : INFO : Epoch 1931 | loss: 0.0311738 | val_loss: 0.0311853 | Time: 2027.63 ms
[2022-04-08 11:09:20 main:574] : INFO : Epoch 1932 | loss: 0.0311766 | val_loss: 0.0311972 | Time: 2036.66 ms
[2022-04-08 11:09:22 main:574] : INFO : Epoch 1933 | loss: 0.031176 | val_loss: 0.0311847 | Time: 2040.18 ms
[2022-04-08 11:09:24 main:574] : INFO : Epoch 1934 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 2043.49 ms
[2022-04-08 11:09:26 main:574] : INFO : Epoch 1935 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 2022.78 ms
[2022-04-08 11:09:28 main:574] : INFO : Epoch 1936 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 2036.67 ms
[2022-04-08 11:09:30 main:574] : INFO : Epoch 1937 | loss: 0.031175 | val_loss: 0.031185 | Time: 2032.56 ms
[2022-04-08 11:09:32 main:574] : INFO : Epoch 1938 | loss: 0.0311741 | val_loss: 0.0311824 | Time: 2050.5 ms
[2022-04-08 11:09:34 main:574] : INFO : Epoch 1939 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 2050.69 ms
[2022-04-08 11:09:36 main:574] : INFO : Epoch 1940 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 2047.32 ms
[2022-04-08 11:09:38 main:574] : INFO : Epoch 1941 | loss: 0.031172 | val_loss: 0.0311823 | Time: 2067.74 ms
[2022-04-08 11:09:40 main:574] : INFO : Epoch 1942 | loss: 0.0311725 | val_loss: 0.0311837 | Time: 2023.58 ms
[2022-04-08 11:09:43 main:574] : INFO : Epoch 1943 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 2053.56 ms
[2022-04-08 11:09:45 main:574] : INFO : Epoch 1944 | loss: 0.0311718 | val_loss: 0.0311827 | Time: 2024.07 ms
[2022-04-08 11:09:47 main:574] : INFO : Epoch 1945 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2074.12 ms
[2022-04-08 11:09:49 main:574] : INFO : Epoch 1946 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 2070.31 ms
[2022-04-08 11:09:51 main:574] : INFO : Epoch 1947 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 2037.16 ms
[2022-04-08 11:09:53 main:574] : INFO : Epoch 1948 | loss: 0.0311738 | val_loss: 0.03118 | Time: 2053.28 ms
[2022-04-08 11:09:55 main:574] : INFO : Epoch 1949 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 2038.28 ms
[2022-04-08 11:09:57 main:574] : INFO : Epoch 1950 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 2026.51 ms
[2022-04-08 11:09:59 main:574] : INFO : Epoch 1951 | loss: 0.0311723 | val_loss: 0.0311803 | Time: 2051.17 ms
[2022-04-08 11:10:01 main:574] : INFO : Epoch 1952 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 2055.87 ms
[2022-04-08 11:10:03 main:574] : INFO : Epoch 1953 | loss: 0.0311722 | val_loss: 0.0311797 | Time: 2060.1 ms
[2022-04-08 11:10:05 main:574] : INFO : Epoch 1954 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 2062.03 ms
[2022-04-08 11:10:07 main:574] : INFO : Epoch 1955 | loss: 0.0311717 | val_loss: 0.0311811 | Time: 2056.38 ms
[2022-04-08 11:10:09 main:574] : INFO : Epoch 1956 | loss: 0.0311706 | val_loss: 0.031179 | Time: 2055.78 ms
[2022-04-08 11:10:11 main:574] : INFO : Epoch 1957 | loss: 0.0311723 | val_loss: 0.0311815 | Time: 2050.87 ms
[2022-04-08 11:10:13 main:574] : INFO : Epoch 1958 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 2072.02 ms
[2022-04-08 11:10:15 main:574] : INFO : Epoch 1959 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 2037.41 ms
[2022-04-08 11:10:18 main:574] : INFO : Epoch 1960 | loss: 0.0311718 | val_loss: 0.031183 | Time: 2030.34 ms
[2022-04-08 11:10:20 main:574] : INFO : Epoch 1961 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 2039.26 ms
[2022-04-08 11:10:22 main:574] : INFO : Epoch 1962 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 2033.16 ms
[2022-04-08 11:10:24 main:574] : INFO : Epoch 1963 | loss: 0.0311699 | val_loss: 0.0311773 | Time: 2064.89 ms
[2022-04-08 11:10:26 main:574] : INFO : Epoch 1964 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 2062.07 ms
[2022-04-08 11:10:28 main:574] : INFO : Epoch 1965 | loss: 0.0311701 | val_loss: 0.031178 | Time: 2052.22 ms
[2022-04-08 11:10:30 main:574] : INFO : Epoch 1966 | loss: 0.0311696 | val_loss: 0.0311783 | Time: 2038.13 ms
[2022-04-08 11:10:32 main:574] : INFO : Epoch 1967 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 2091.08 ms
[2022-04-08 11:10:34 main:574] : INFO : Epoch 1968 | loss: 0.03117 | val_loss: 0.0311794 | Time: 2085.51 ms
[2022-04-08 11:10:36 main:574] : INFO : Epoch 1969 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 2058.36 ms
[2022-04-08 11:10:38 main:574] : INFO : Epoch 1970 | loss: 0.0311714 | val_loss: 0.031184 | Time: 2029.78 ms
[2022-04-08 11:10:40 main:574] : INFO : Epoch 1971 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 2046.86 ms
[2022-04-08 11:10:42 main:574] : INFO : Epoch 1972 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 2074.08 ms
[2022-04-08 11:10:44 main:574] : INFO : Epoch 1973 | loss: 0.0311703 | val_loss: 0.0311819 | Time: 2070.85 ms
[2022-04-08 11:10:46 main:574] : INFO : Epoch 1974 | loss: 0.0311695 | val_loss: 0.031178 | Time: 2041.84 ms
[2022-04-08 11:10:48 main:574] : INFO : Epoch 1975 | loss: 0.0311688 | val_loss: 0.0311776 | Time: 2056.95 ms
[2022-04-08 11:10:51 main:574] : INFO : Epoch 1976 | loss: 0.0311685 | val_loss: 0.0311795 | Time: 2033.3 ms
[2022-04-08 11:10:53 main:574] : INFO : Epoch 1977 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 2042.04 ms
[2022-04-08 11:10:55 main:574] : INFO : Epoch 1978 | loss: 0.0311681 | val_loss: 0.0311769 | Time: 2033.9 ms
[2022-04-08 11:10:57 main:574] : INFO : Epoch 1979 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 2034.25 ms
[2022-04-08 11:10:59 main:574] : INFO : Epoch 1980 | loss: 0.03117 | val_loss: 0.0311775 | Time: 2052.02 ms
[2022-04-08 11:11:01 main:574] : INFO : Epoch 1981 | loss: 0.031168 | val_loss: 0.031178 | Time: 2020.43 ms
[2022-04-08 11:11:03 main:574] : INFO : Epoch 1982 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 2085.28 ms
[2022-04-08 11:11:05 main:574] : INFO : Epoch 1983 | loss: 0.0311694 | val_loss: 0.0311804 | Time: 2060.33 ms
[2022-04-08 11:11:07 main:574] : INFO : Epoch 1984 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 2061.95 ms
[2022-04-08 11:11:09 main:574] : INFO : Epoch 1985 | loss: 0.0311683 | val_loss: 0.0311816 | Time: 2062.45 ms
[2022-04-08 11:11:11 main:574] : INFO : Epoch 1986 | loss: 0.0311693 | val_loss: 0.0311799 | Time: 2051.31 ms
[2022-04-08 11:11:13 main:574] : INFO : Epoch 1987 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 2067.66 ms
[2022-04-08 11:11:15 main:574] : INFO : Epoch 1988 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 2058.23 ms
[2022-04-08 11:11:17 main:574] : INFO : Epoch 1989 | loss: 0.031169 | val_loss: 0.0311791 | Time: 2032.63 ms
[2022-04-08 11:11:19 main:574] : INFO : Epoch 1990 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 2030.41 ms
[2022-04-08 11:11:21 main:574] : INFO : Epoch 1991 | loss: 0.0311688 | val_loss: 0.0311766 | Time: 2032.59 ms
[2022-04-08 11:11:23 main:574] : INFO : Epoch 1992 | loss: 0.0311695 | val_loss: 0.0311777 | Time: 2007.8 ms
[2022-04-08 11:11:25 main:574] : INFO : Epoch 1993 | loss: 0.031167 | val_loss: 0.031178 | Time: 2061.21 ms
[2022-04-08 11:11:27 main:574] : INFO : Epoch 1994 | loss: 0.0311689 | val_loss: 0.031177 | Time: 2046.63 ms
[2022-04-08 11:11:30 main:574] : INFO : Epoch 1995 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 2048.58 ms
[2022-04-08 11:11:32 main:574] : INFO : Epoch 1996 | loss: 0.0311674 | val_loss: 0.0311783 | Time: 2054.11 ms
[2022-04-08 11:11:34 main:574] : INFO : Epoch 1997 | loss: 0.0311668 | val_loss: 0.0311801 | Time: 2062.87 ms
[2022-04-08 11:11:36 main:574] : INFO : Epoch 1998 | loss: 0.0311711 | val_loss: 0.0311793 | Time: 2042.99 ms
[2022-04-08 11:11:38 main:574] : INFO : Epoch 1999 | loss: 0.0311683 | val_loss: 0.03118 | Time: 2029.92 ms
[2022-04-08 11:11:40 main:574] : INFO : Epoch 2000 | loss: 0.0311692 | val_loss: 0.031178 | Time: 2040.5 ms
[2022-04-08 11:11:42 main:574] : INFO : Epoch 2001 | loss: 0.0311689 | val_loss: 0.0311778 | Time: 2025.45 ms
[2022-04-08 11:11:44 main:574] : INFO : Epoch 2002 | loss: 0.0311699 | val_loss: 0.0311774 | Time: 2038.8 ms
[2022-04-08 11:11:46 main:574] : INFO : Epoch 2003 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 2066.58 ms
[2022-04-08 11:11:48 main:574] : INFO : Epoch 2004 | loss: 0.0311684 | val_loss: 0.031178 | Time: 2041.26 ms
[2022-04-08 11:11:50 main:574] : INFO : Epoch 2005 | loss: 0.0311667 | val_loss: 0.0311771 | Time: 2065.77 ms
[2022-04-08 11:11:52 main:574] : INFO : Epoch 2006 | loss: 0.0311669 | val_loss: 0.0311767 | Time: 2034.85 ms
[2022-04-08 11:11:54 main:574] : INFO : Epoch 2007 | loss: 0.0311667 | val_loss: 0.0311779 | Time: 2043.62 ms
[2022-04-08 11:11:56 main:574] : INFO : Epoch 2008 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 2077.64 ms
[2022-04-08 11:11:58 main:574] : INFO : Epoch 2009 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 2092.49 ms
[2022-04-08 11:12:00 main:574] : INFO : Epoch 2010 | loss: 0.0311703 | val_loss: 0.0311803 | Time: 2056.57 ms
[2022-04-08 11:12:02 main:574] : INFO : Epoch 2011 | loss: 0.0311693 | val_loss: 0.0311781 | Time: 2054.52 ms
[2022-04-08 11:12:05 main:574] : INFO : Epoch 2012 | loss: 0.0311684 | val_loss: 0.0311782 | Time: 2022.95 ms
[2022-04-08 11:12:07 main:574] : INFO : Epoch 2013 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 2076.93 ms
[2022-04-08 11:12:09 main:574] : INFO : Epoch 2014 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 2032.21 ms
[2022-04-08 11:12:11 main:574] : INFO : Epoch 2015 | loss: 0.0311679 | val_loss: 0.0311771 | Time: 2047.75 ms
[2022-04-08 11:12:13 main:574] : INFO : Epoch 2016 | loss: 0.0311691 | val_loss: 0.0311782 | Time: 2026.28 ms
[2022-04-08 11:12:15 main:574] : INFO : Epoch 2017 | loss: 0.0311683 | val_loss: 0.0311775 | Time: 2061.21 ms
[2022-04-08 11:12:17 main:574] : INFO : Epoch 2018 | loss: 0.0311676 | val_loss: 0.0311846 | Time: 2044.24 ms
[2022-04-08 11:12:19 main:574] : INFO : Epoch 2019 | loss: 0.0311687 | val_loss: 0.0311804 | Time: 2039.66 ms
[2022-04-08 11:12:21 main:574] : INFO : Epoch 2020 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 2037.72 ms
[2022-04-08 11:12:23 main:574] : INFO : Epoch 2021 | loss: 0.0311694 | val_loss: 0.031183 | Time: 2018.57 ms
[2022-04-08 11:12:25 main:574] : INFO : Epoch 2022 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 2064.23 ms
[2022-04-08 11:12:27 main:574] : INFO : Epoch 2023 | loss: 0.031168 | val_loss: 0.0311771 | Time: 2061.1 ms
[2022-04-08 11:12:29 main:574] : INFO : Epoch 2024 | loss: 0.0311681 | val_loss: 0.0311858 | Time: 2053.77 ms
[2022-04-08 11:12:31 main:574] : INFO : Epoch 2025 | loss: 0.0311717 | val_loss: 0.0311809 | Time: 2034.75 ms
[2022-04-08 11:12:33 main:574] : INFO : Epoch 2026 | loss: 0.0311673 | val_loss: 0.031177 | Time: 2052.52 ms
[2022-04-08 11:12:35 main:574] : INFO : Epoch 2027 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 2046.97 ms
[2022-04-08 11:12:37 main:574] : INFO : Epoch 2028 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 2036.88 ms
[2022-04-08 11:12:39 main:574] : INFO : Epoch 2029 | loss: 0.0311693 | val_loss: 0.0311868 | Time: 2019.88 ms
[2022-04-08 11:12:41 main:574] : INFO : Epoch 2030 | loss: 0.0311676 | val_loss: 0.0311774 | Time: 2076.94 ms
[2022-04-08 11:12:44 main:574] : INFO : Epoch 2031 | loss: 0.0311668 | val_loss: 0.0311817 | Time: 2051.51 ms
[2022-04-08 11:12:46 main:574] : INFO : Epoch 2032 | loss: 0.0311679 | val_loss: 0.0311809 | Time: 2051.96 ms
[2022-04-08 11:12:48 main:574] : INFO : Epoch 2033 | loss: 0.0311713 | val_loss: 0.0311832 | Time: 2032.07 ms
[2022-04-08 11:12:49 main:574] : INFO : Epoch 2034 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1664.51 ms
[2022-04-08 11:12:51 main:574] : INFO : Epoch 2035 | loss: 0.0311655 | val_loss: 0.0311757 | Time: 1744.89 ms
[2022-04-08 11:12:53 main:574] : INFO : Epoch 2036 | loss: 0.0311679 | val_loss: 0.0311813 | Time: 1712.37 ms
[2022-04-08 11:12:54 main:574] : INFO : Epoch 2037 | loss: 0.0311694 | val_loss: 0.0311825 | Time: 1671.25 ms
[2022-04-08 11:12:56 main:574] : INFO : Epoch 2038 | loss: 0.031169 | val_loss: 0.0311767 | Time: 1662.22 ms
[2022-04-08 11:12:58 main:574] : INFO : Epoch 2039 | loss: 0.0311797 | val_loss: 0.0311881 | Time: 1979.4 ms
[2022-04-08 11:13:00 main:574] : INFO : Epoch 2040 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 2051.24 ms
[2022-04-08 11:13:02 main:574] : INFO : Epoch 2041 | loss: 0.0311708 | val_loss: 0.0311836 | Time: 2041.85 ms
[2022-04-08 11:13:04 main:574] : INFO : Epoch 2042 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 2038.87 ms
[2022-04-08 11:13:06 main:574] : INFO : Epoch 2043 | loss: 0.0311676 | val_loss: 0.0311772 | Time: 1998.48 ms
[2022-04-08 11:13:08 main:574] : INFO : Epoch 2044 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 2069.44 ms
[2022-04-08 11:13:10 main:574] : INFO : Epoch 2045 | loss: 0.031166 | val_loss: 0.0311769 | Time: 2032.32 ms
[2022-04-08 11:13:12 main:574] : INFO : Epoch 2046 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 2085.96 ms
[2022-04-08 11:13:15 main:574] : INFO : Epoch 2047 | loss: 0.0311686 | val_loss: 0.0311761 | Time: 2074.74 ms
[2022-04-08 11:13:17 main:574] : INFO : Epoch 2048 | loss: 0.0311652 | val_loss: 0.0311823 | Time: 2038.57 ms
[2022-04-08 11:13:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311823
[2022-04-08 11:13:17 main:603] : INFO : Saving end state to config to file
[2022-04-08 11:13:17 main:608] : INFO : Success, exiting..
11:13:17 (4496): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)