Task 10218425
| Name | ParityModified-1638629718-10234-3-0_0 |
| Workunit | 7581684 |
| Created | 27 Dec 2021, 0:25:08 UTC |
| Sent | 12 Jan 2022, 12:49:39 UTC |
| Report deadline | 20 Jan 2022, 12:49:39 UTC |
| Received | 13 Jan 2022, 11:28:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 41 min 11 sec |
| CPU time | 1 hours 40 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.80 GB |
| Peak swap size | 4.69 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: 0.0311716 | val_loss: 0.0311826 | Time: 1577.86 ms
[2022-01-13 05:14:04 main:574] : INFO : Epoch 1543 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1595.12 ms
[2022-01-13 05:14:06 main:574] : INFO : Epoch 1544 | loss: 0.0311742 | val_loss: 0.0311993 | Time: 1613.83 ms
[2022-01-13 05:14:07 main:574] : INFO : Epoch 1545 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 1615.03 ms
[2022-01-13 05:14:09 main:574] : INFO : Epoch 1546 | loss: 0.0311717 | val_loss: 0.0311871 | Time: 1558.34 ms
[2022-01-13 05:14:11 main:574] : INFO : Epoch 1547 | loss: 0.0311727 | val_loss: 0.0311802 | Time: 1589.09 ms
[2022-01-13 05:14:12 main:574] : INFO : Epoch 1548 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 1591.93 ms
[2022-01-13 05:14:14 main:574] : INFO : Epoch 1549 | loss: 0.0311708 | val_loss: 0.0311825 | Time: 1590.26 ms
[2022-01-13 05:14:15 main:574] : INFO : Epoch 1550 | loss: 0.0311717 | val_loss: 0.0311818 | Time: 1557.99 ms
[2022-01-13 05:14:17 main:574] : INFO : Epoch 1551 | loss: 0.0311724 | val_loss: 0.0311829 | Time: 1589.66 ms
[2022-01-13 05:14:18 main:574] : INFO : Epoch 1552 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 1572.75 ms
[2022-01-13 05:14:20 main:574] : INFO : Epoch 1553 | loss: 0.0311733 | val_loss: 0.0311826 | Time: 1597.41 ms
[2022-01-13 05:14:22 main:574] : INFO : Epoch 1554 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 1597.72 ms
[2022-01-13 05:14:23 main:574] : INFO : Epoch 1555 | loss: 0.0311766 | val_loss: 0.0311863 | Time: 1593.27 ms
[2022-01-13 05:14:25 main:574] : INFO : Epoch 1556 | loss: 0.0311743 | val_loss: 0.0311879 | Time: 1625.68 ms
[2022-01-13 05:14:27 main:574] : INFO : Epoch 1557 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 1618.2 ms
[2022-01-13 05:14:28 main:574] : INFO : Epoch 1558 | loss: 0.031172 | val_loss: 0.0311835 | Time: 1651.34 ms
[2022-01-13 05:14:30 main:574] : INFO : Epoch 1559 | loss: 0.0311716 | val_loss: 0.0311812 | Time: 1586.14 ms
[2022-01-13 05:14:31 main:574] : INFO : Epoch 1560 | loss: 0.0311712 | val_loss: 0.0311807 | Time: 1604.23 ms
[2022-01-13 05:14:33 main:574] : INFO : Epoch 1561 | loss: 0.031172 | val_loss: 0.0311814 | Time: 1625.6 ms
[2022-01-13 05:14:35 main:574] : INFO : Epoch 1562 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 1589.09 ms
[2022-01-13 05:14:36 main:574] : INFO : Epoch 1563 | loss: 0.0311702 | val_loss: 0.0311817 | Time: 1593.52 ms
[2022-01-13 05:14:38 main:574] : INFO : Epoch 1564 | loss: 0.0311714 | val_loss: 0.0311852 | Time: 1627.02 ms
[2022-01-13 05:14:39 main:574] : INFO : Epoch 1565 | loss: 0.0311732 | val_loss: 0.031181 | Time: 1654.16 ms
[2022-01-13 05:14:41 main:574] : INFO : Epoch 1566 | loss: 0.0311726 | val_loss: 0.0311846 | Time: 1667.54 ms
[2022-01-13 05:14:43 main:574] : INFO : Epoch 1567 | loss: 0.0311792 | val_loss: 0.0311857 | Time: 1615.8 ms
[2022-01-13 05:14:44 main:574] : INFO : Epoch 1568 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 1629 ms
[2022-01-13 05:14:46 main:574] : INFO : Epoch 1569 | loss: 0.0311751 | val_loss: 0.0311844 | Time: 1561.96 ms
[2022-01-13 05:14:48 main:574] : INFO : Epoch 1570 | loss: 0.0311804 | val_loss: 0.0311858 | Time: 1593.78 ms
[2022-01-13 05:14:49 main:574] : INFO : Epoch 1571 | loss: 0.0311955 | val_loss: 0.0311912 | Time: 1578.59 ms
[2022-01-13 05:14:51 main:574] : INFO : Epoch 1572 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 1570.48 ms
[2022-01-13 05:14:52 main:574] : INFO : Epoch 1573 | loss: 0.0311796 | val_loss: 0.0311966 | Time: 1606.38 ms
[2022-01-13 05:14:54 main:574] : INFO : Epoch 1574 | loss: 0.0311765 | val_loss: 0.0311828 | Time: 1631.13 ms
[2022-01-13 05:14:56 main:574] : INFO : Epoch 1575 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 1608.05 ms
[2022-01-13 05:14:57 main:574] : INFO : Epoch 1576 | loss: 0.031173 | val_loss: 0.0311895 | Time: 1604.08 ms
[2022-01-13 05:14:59 main:574] : INFO : Epoch 1577 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 1644.33 ms
[2022-01-13 05:15:00 main:574] : INFO : Epoch 1578 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 1591.26 ms
[2022-01-13 05:15:02 main:574] : INFO : Epoch 1579 | loss: 0.0311725 | val_loss: 0.0311826 | Time: 1573.76 ms
[2022-01-13 05:15:04 main:574] : INFO : Epoch 1580 | loss: 0.0311724 | val_loss: 0.0311862 | Time: 1551.07 ms
[2022-01-13 05:15:05 main:574] : INFO : Epoch 1581 | loss: 0.0311727 | val_loss: 0.0311875 | Time: 1585.27 ms
[2022-01-13 05:15:07 main:574] : INFO : Epoch 1582 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 1583.73 ms
[2022-01-13 05:15:08 main:574] : INFO : Epoch 1583 | loss: 0.031172 | val_loss: 0.0311845 | Time: 1622.57 ms
[2022-01-13 05:15:10 main:574] : INFO : Epoch 1584 | loss: 0.0311724 | val_loss: 0.0311856 | Time: 1624.66 ms
[2022-01-13 05:15:12 main:574] : INFO : Epoch 1585 | loss: 0.0311784 | val_loss: 0.0311827 | Time: 1592.74 ms
[2022-01-13 05:15:13 main:574] : INFO : Epoch 1586 | loss: 0.0311738 | val_loss: 0.0311847 | Time: 1613.77 ms
[2022-01-13 05:15:15 main:574] : INFO : Epoch 1587 | loss: 0.031171 | val_loss: 0.0311839 | Time: 1588.74 ms
[2022-01-13 05:15:16 main:574] : INFO : Epoch 1588 | loss: 0.0311721 | val_loss: 0.0311847 | Time: 1581.48 ms
[2022-01-13 05:15:18 main:574] : INFO : Epoch 1589 | loss: 0.0311716 | val_loss: 0.0311864 | Time: 1553.7 ms
[2022-01-13 05:15:20 main:574] : INFO : Epoch 1590 | loss: 0.0311928 | val_loss: 0.0312003 | Time: 1600.26 ms
[2022-01-13 05:15:21 main:574] : INFO : Epoch 1591 | loss: 0.0311903 | val_loss: 0.031193 | Time: 1563.79 ms
[2022-01-13 05:15:23 main:574] : INFO : Epoch 1592 | loss: 0.0311848 | val_loss: 0.0311938 | Time: 1565.36 ms
[2022-01-13 05:15:24 main:574] : INFO : Epoch 1593 | loss: 0.0311816 | val_loss: 0.0311876 | Time: 1607.9 ms
[2022-01-13 05:15:26 main:574] : INFO : Epoch 1594 | loss: 0.0311825 | val_loss: 0.0311883 | Time: 1552.53 ms
[2022-01-13 05:15:27 main:574] : INFO : Epoch 1595 | loss: 0.0311934 | val_loss: 0.0312068 | Time: 1575.62 ms
[2022-01-13 05:15:29 main:574] : INFO : Epoch 1596 | loss: 0.031203 | val_loss: 0.0312064 | Time: 1601.14 ms
[2022-01-13 05:15:31 main:574] : INFO : Epoch 1597 | loss: 0.0312012 | val_loss: 0.0312066 | Time: 1627.24 ms
[2022-01-13 05:15:32 main:574] : INFO : Epoch 1598 | loss: 0.0311989 | val_loss: 0.0312031 | Time: 1630.64 ms
[2022-01-13 05:15:34 main:574] : INFO : Epoch 1599 | loss: 0.0311986 | val_loss: 0.0312028 | Time: 1589.18 ms
[2022-01-13 05:15:35 main:574] : INFO : Epoch 1600 | loss: 0.0311955 | val_loss: 0.031198 | Time: 1590.06 ms
[2022-01-13 05:15:37 main:574] : INFO : Epoch 1601 | loss: 0.0311941 | val_loss: 0.0312059 | Time: 1567.46 ms
[2022-01-13 05:15:39 main:574] : INFO : Epoch 1602 | loss: 0.0311942 | val_loss: 0.0311932 | Time: 1620.24 ms
[2022-01-13 05:15:40 main:574] : INFO : Epoch 1603 | loss: 0.0311926 | val_loss: 0.0311994 | Time: 1617.39 ms
[2022-01-13 05:15:42 main:574] : INFO : Epoch 1604 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 1613.36 ms
[2022-01-13 05:15:43 main:574] : INFO : Epoch 1605 | loss: 0.0311887 | val_loss: 0.031193 | Time: 1609.57 ms
[2022-01-13 05:15:45 main:574] : INFO : Epoch 1606 | loss: 0.0311918 | val_loss: 0.0311955 | Time: 1642.25 ms
[2022-01-13 05:15:47 main:574] : INFO : Epoch 1607 | loss: 0.0311924 | val_loss: 0.0311928 | Time: 1595.67 ms
[2022-01-13 05:15:48 main:574] : INFO : Epoch 1608 | loss: 0.03119 | val_loss: 0.0311945 | Time: 1596.96 ms
[2022-01-13 05:15:50 main:574] : INFO : Epoch 1609 | loss: 0.0311908 | val_loss: 0.0311986 | Time: 1581.41 ms
[2022-01-13 05:15:52 main:574] : INFO : Epoch 1610 | loss: 0.0311929 | val_loss: 0.0311969 | Time: 1632.65 ms
[2022-01-13 05:15:53 main:574] : INFO : Epoch 1611 | loss: 0.0311901 | val_loss: 0.0311922 | Time: 1650.98 ms
[2022-01-13 05:15:55 main:574] : INFO : Epoch 1612 | loss: 0.0311866 | val_loss: 0.0311961 | Time: 1637.91 ms
[2022-01-13 05:15:56 main:574] : INFO : Epoch 1613 | loss: 0.0311891 | val_loss: 0.0311932 | Time: 1589.43 ms
[2022-01-13 05:15:58 main:574] : INFO : Epoch 1614 | loss: 0.031187 | val_loss: 0.0311935 | Time: 1626.31 ms
[2022-01-13 05:16:00 main:574] : INFO : Epoch 1615 | loss: 0.0311915 | val_loss: 0.0311911 | Time: 1625.22 ms
[2022-01-13 05:16:01 main:574] : INFO : Epoch 1616 | loss: 0.031194 | val_loss: 0.0311943 | Time: 1623.31 ms
[2022-01-13 05:16:03 main:574] : INFO : Epoch 1617 | loss: 0.0311947 | val_loss: 0.0312097 | Time: 1615.98 ms
[2022-01-13 05:16:05 main:574] : INFO : Epoch 1618 | loss: 0.0311893 | val_loss: 0.0311897 | Time: 1629.71 ms
[2022-01-13 05:16:06 main:574] : INFO : Epoch 1619 | loss: 0.031188 | val_loss: 0.0311977 | Time: 1648.41 ms
[2022-01-13 05:16:08 main:574] : INFO : Epoch 1620 | loss: 0.0311891 | val_loss: 0.0311902 | Time: 1574.7 ms
[2022-01-13 05:16:09 main:574] : INFO : Epoch 1621 | loss: 0.0311869 | val_loss: 0.0311884 | Time: 1609.68 ms
[2022-01-13 05:16:11 main:574] : INFO : Epoch 1622 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 1552.1 ms
[2022-01-13 05:16:13 main:574] : INFO : Epoch 1623 | loss: 0.0311854 | val_loss: 0.0311904 | Time: 1593.56 ms
[2022-01-13 05:16:14 main:574] : INFO : Epoch 1624 | loss: 0.0311858 | val_loss: 0.0311904 | Time: 1544.54 ms
[2022-01-13 05:16:16 main:574] : INFO : Epoch 1625 | loss: 0.0311862 | val_loss: 0.0311872 | Time: 1543.44 ms
[2022-01-13 05:16:17 main:574] : INFO : Epoch 1626 | loss: 0.0311856 | val_loss: 0.0311938 | Time: 1628.32 ms
[2022-01-13 05:16:19 main:574] : INFO : Epoch 1627 | loss: 0.0311839 | val_loss: 0.0311925 | Time: 1582.76 ms
[2022-01-13 05:16:20 main:574] : INFO : Epoch 1628 | loss: 0.0311859 | val_loss: 0.0311934 | Time: 1592.08 ms
[2022-01-13 05:16:22 main:574] : INFO : Epoch 1629 | loss: 0.031186 | val_loss: 0.0311898 | Time: 1564.33 ms
[2022-01-13 05:16:24 main:574] : INFO : Epoch 1630 | loss: 0.0311837 | val_loss: 0.0311916 | Time: 1576.24 ms
[2022-01-13 05:16:25 main:574] : INFO : Epoch 1631 | loss: 0.0311844 | val_loss: 0.0311881 | Time: 1579.32 ms
[2022-01-13 05:16:27 main:574] : INFO : Epoch 1632 | loss: 0.0311838 | val_loss: 0.0311911 | Time: 1601.23 ms
[2022-01-13 05:16:28 main:574] : INFO : Epoch 1633 | loss: 0.0311828 | val_loss: 0.0311893 | Time: 1580.17 ms
[2022-01-13 05:16:30 main:574] : INFO : Epoch 1634 | loss: 0.0311804 | val_loss: 0.0311861 | Time: 1546.42 ms
[2022-01-13 05:16:32 main:574] : INFO : Epoch 1635 | loss: 0.0311825 | val_loss: 0.0311881 | Time: 1616.24 ms
[2022-01-13 05:16:33 main:574] : INFO : Epoch 1636 | loss: 0.0311808 | val_loss: 0.0311861 | Time: 1623.67 ms
[2022-01-13 05:16:35 main:574] : INFO : Epoch 1637 | loss: 0.0311798 | val_loss: 0.0311887 | Time: 1592.73 ms
[2022-01-13 05:16:36 main:574] : INFO : Epoch 1638 | loss: 0.0311782 | val_loss: 0.0311893 | Time: 1590.15 ms
[2022-01-13 05:16:38 main:574] : INFO : Epoch 1639 | loss: 0.0311786 | val_loss: 0.0311881 | Time: 1632.86 ms
[2022-01-13 05:16:40 main:574] : INFO : Epoch 1640 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 1579.72 ms
[2022-01-13 05:16:41 main:574] : INFO : Epoch 1641 | loss: 0.0311807 | val_loss: 0.0311926 | Time: 1521.77 ms
[2022-01-13 05:16:43 main:574] : INFO : Epoch 1642 | loss: 0.0311827 | val_loss: 0.0311902 | Time: 1617.05 ms
[2022-01-13 05:16:44 main:574] : INFO : Epoch 1643 | loss: 0.0311831 | val_loss: 0.0311904 | Time: 1569.73 ms
[2022-01-13 05:16:46 main:574] : INFO : Epoch 1644 | loss: 0.0311813 | val_loss: 0.0311876 | Time: 1626.14 ms
[2022-01-13 05:16:48 main:574] : INFO : Epoch 1645 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 1636.67 ms
[2022-01-13 05:16:49 main:574] : INFO : Epoch 1646 | loss: 0.031181 | val_loss: 0.0311923 | Time: 1617.18 ms
[2022-01-13 05:16:51 main:574] : INFO : Epoch 1647 | loss: 0.0311794 | val_loss: 0.0311875 | Time: 1608.44 ms
[2022-01-13 05:16:52 main:574] : INFO : Epoch 1648 | loss: 0.03118 | val_loss: 0.0311922 | Time: 1615.27 ms
[2022-01-13 05:16:54 main:574] : INFO : Epoch 1649 | loss: 0.0311803 | val_loss: 0.0311946 | Time: 1590.9 ms
[2022-01-13 05:16:56 main:574] : INFO : Epoch 1650 | loss: 0.0311791 | val_loss: 0.0311905 | Time: 1617.61 ms
[2022-01-13 05:16:57 main:574] : INFO : Epoch 1651 | loss: 0.0311798 | val_loss: 0.0312038 | Time: 1598.81 ms
[2022-01-13 05:16:59 main:574] : INFO : Epoch 1652 | loss: 0.0311878 | val_loss: 0.031189 | Time: 1588.59 ms
[2022-01-13 05:17:00 main:574] : INFO : Epoch 1653 | loss: 0.031187 | val_loss: 0.0311966 | Time: 1604.28 ms
[2022-01-13 05:17:02 main:574] : INFO : Epoch 1654 | loss: 0.031183 | val_loss: 0.0311915 | Time: 1578.67 ms
[2022-01-13 05:17:04 main:574] : INFO : Epoch 1655 | loss: 0.0311785 | val_loss: 0.0311879 | Time: 1592.43 ms
[2022-01-13 05:17:05 main:574] : INFO : Epoch 1656 | loss: 0.0311829 | val_loss: 0.0311894 | Time: 1592.26 ms
[2022-01-13 05:17:07 main:574] : INFO : Epoch 1657 | loss: 0.0311793 | val_loss: 0.0311903 | Time: 1585.77 ms
[2022-01-13 05:17:08 main:574] : INFO : Epoch 1658 | loss: 0.03118 | val_loss: 0.0311964 | Time: 1613.41 ms
[2022-01-13 05:17:10 main:574] : INFO : Epoch 1659 | loss: 0.0311778 | val_loss: 0.0311878 | Time: 1656.91 ms
[2022-01-13 05:17:12 main:574] : INFO : Epoch 1660 | loss: 0.0311798 | val_loss: 0.0311886 | Time: 1594.58 ms
[2022-01-13 05:17:13 main:574] : INFO : Epoch 1661 | loss: 0.0311803 | val_loss: 0.0311941 | Time: 1597.58 ms
[2022-01-13 05:17:15 main:574] : INFO : Epoch 1662 | loss: 0.0311818 | val_loss: 0.0311919 | Time: 1642.73 ms
[2022-01-13 05:17:17 main:574] : INFO : Epoch 1663 | loss: 0.0311799 | val_loss: 0.0311885 | Time: 1609.26 ms
[2022-01-13 05:17:18 main:574] : INFO : Epoch 1664 | loss: 0.0311791 | val_loss: 0.0311893 | Time: 1586.14 ms
[2022-01-13 05:17:20 main:574] : INFO : Epoch 1665 | loss: 0.0311788 | val_loss: 0.0311887 | Time: 1682.56 ms
[2022-01-13 05:17:21 main:574] : INFO : Epoch 1666 | loss: 0.03118 | val_loss: 0.031187 | Time: 1663.51 ms
[2022-01-13 05:17:23 main:574] : INFO : Epoch 1667 | loss: 0.0311779 | val_loss: 0.031195 | Time: 1589.14 ms
[2022-01-13 05:17:25 main:574] : INFO : Epoch 1668 | loss: 0.0311796 | val_loss: 0.0311914 | Time: 1596.15 ms
[2022-01-13 05:17:26 main:574] : INFO : Epoch 1669 | loss: 0.0311798 | val_loss: 0.0311861 | Time: 1598.91 ms
[2022-01-13 05:17:28 main:574] : INFO : Epoch 1670 | loss: 0.0311788 | val_loss: 0.0311889 | Time: 1629.66 ms
[2022-01-13 05:17:29 main:574] : INFO : Epoch 1671 | loss: 0.0311809 | val_loss: 0.0311897 | Time: 1610.81 ms
[2022-01-13 05:17:31 main:574] : INFO : Epoch 1672 | loss: 0.0311805 | val_loss: 0.0311871 | Time: 1541.02 ms
[2022-01-13 05:17:33 main:574] : INFO : Epoch 1673 | loss: 0.031178 | val_loss: 0.0311869 | Time: 1600.68 ms
[2022-01-13 05:17:34 main:574] : INFO : Epoch 1674 | loss: 0.0311778 | val_loss: 0.0311882 | Time: 1664.37 ms
[2022-01-13 05:17:36 main:574] : INFO : Epoch 1675 | loss: 0.031177 | val_loss: 0.0311876 | Time: 1602.95 ms
[2022-01-13 05:17:38 main:574] : INFO : Epoch 1676 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 1604.91 ms
[2022-01-13 05:17:39 main:574] : INFO : Epoch 1677 | loss: 0.0311795 | val_loss: 0.0311878 | Time: 1608.97 ms
[2022-01-13 05:17:41 main:574] : INFO : Epoch 1678 | loss: 0.0311754 | val_loss: 0.0311876 | Time: 1639.58 ms
[2022-01-13 05:17:42 main:574] : INFO : Epoch 1679 | loss: 0.0311754 | val_loss: 0.0311872 | Time: 1576.6 ms
[2022-01-13 05:17:44 main:574] : INFO : Epoch 1680 | loss: 0.031179 | val_loss: 0.0311894 | Time: 1595.08 ms
[2022-01-13 05:17:46 main:574] : INFO : Epoch 1681 | loss: 0.0311785 | val_loss: 0.0311981 | Time: 1619.73 ms
[2022-01-13 05:17:47 main:574] : INFO : Epoch 1682 | loss: 0.0311811 | val_loss: 0.0311923 | Time: 1627.82 ms
[2022-01-13 05:17:49 main:574] : INFO : Epoch 1683 | loss: 0.031177 | val_loss: 0.0311917 | Time: 1641.65 ms
[2022-01-13 05:17:50 main:574] : INFO : Epoch 1684 | loss: 0.0311759 | val_loss: 0.0311907 | Time: 1612.11 ms
[2022-01-13 05:17:52 main:574] : INFO : Epoch 1685 | loss: 0.0311763 | val_loss: 0.0311895 | Time: 1609.64 ms
[2022-01-13 05:17:54 main:574] : INFO : Epoch 1686 | loss: 0.0311755 | val_loss: 0.0311879 | Time: 1617.91 ms
[2022-01-13 05:17:55 main:574] : INFO : Epoch 1687 | loss: 0.0311766 | val_loss: 0.0311906 | Time: 1614.73 ms
[2022-01-13 05:17:57 main:574] : INFO : Epoch 1688 | loss: 0.0311807 | val_loss: 0.031192 | Time: 1597.6 ms
[2022-01-13 05:17:58 main:574] : INFO : Epoch 1689 | loss: 0.0311761 | val_loss: 0.0311864 | Time: 1540.99 ms
[2022-01-13 05:18:00 main:574] : INFO : Epoch 1690 | loss: 0.0311764 | val_loss: 0.0311884 | Time: 1570.65 ms
[2022-01-13 05:18:02 main:574] : INFO : Epoch 1691 | loss: 0.0311763 | val_loss: 0.0311891 | Time: 1607.21 ms
[2022-01-13 05:18:03 main:574] : INFO : Epoch 1692 | loss: 0.0311763 | val_loss: 0.0311945 | Time: 1602.65 ms
[2022-01-13 05:18:05 main:574] : INFO : Epoch 1693 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 1559.38 ms
[2022-01-13 05:18:06 main:574] : INFO : Epoch 1694 | loss: 0.0311775 | val_loss: 0.0311956 | Time: 1637.37 ms
[2022-01-13 05:18:08 main:574] : INFO : Epoch 1695 | loss: 0.0311764 | val_loss: 0.0311916 | Time: 1621.6 ms
[2022-01-13 05:18:10 main:574] : INFO : Epoch 1696 | loss: 0.0311747 | val_loss: 0.0311887 | Time: 1578.85 ms
[2022-01-13 05:18:11 main:574] : INFO : Epoch 1697 | loss: 0.0311775 | val_loss: 0.0311907 | Time: 1616.76 ms
[2022-01-13 05:18:13 main:574] : INFO : Epoch 1698 | loss: 0.0311781 | val_loss: 0.0311851 | Time: 1597.02 ms
[2022-01-13 05:18:14 main:574] : INFO : Epoch 1699 | loss: 0.0311749 | val_loss: 0.031196 | Time: 1534.51 ms
[2022-01-13 05:18:16 main:574] : INFO : Epoch 1700 | loss: 0.0311813 | val_loss: 0.0311875 | Time: 1595.87 ms
[2022-01-13 05:18:18 main:574] : INFO : Epoch 1701 | loss: 0.031178 | val_loss: 0.0311866 | Time: 1591.39 ms
[2022-01-13 05:18:19 main:574] : INFO : Epoch 1702 | loss: 0.0311778 | val_loss: 0.0311894 | Time: 1590.05 ms
[2022-01-13 05:18:21 main:574] : INFO : Epoch 1703 | loss: 0.0311748 | val_loss: 0.0311843 | Time: 1629.49 ms
[2022-01-13 05:18:22 main:574] : INFO : Epoch 1704 | loss: 0.0311761 | val_loss: 0.0311874 | Time: 1541.71 ms
[2022-01-13 05:18:24 main:574] : INFO : Epoch 1705 | loss: 0.0311763 | val_loss: 0.0311839 | Time: 1583.8 ms
[2022-01-13 05:18:26 main:574] : INFO : Epoch 1706 | loss: 0.0311757 | val_loss: 0.0311889 | Time: 1615.02 ms
[2022-01-13 05:18:27 main:574] : INFO : Epoch 1707 | loss: 0.0311771 | val_loss: 0.0311909 | Time: 1596.71 ms
[2022-01-13 05:18:29 main:574] : INFO : Epoch 1708 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 1540.89 ms
[2022-01-13 05:18:30 main:574] : INFO : Epoch 1709 | loss: 0.0311798 | val_loss: 0.0311862 | Time: 1597.25 ms
[2022-01-13 05:18:32 main:574] : INFO : Epoch 1710 | loss: 0.0311773 | val_loss: 0.0311907 | Time: 1588.38 ms
[2022-01-13 05:18:34 main:574] : INFO : Epoch 1711 | loss: 0.0311757 | val_loss: 0.0311942 | Time: 1638.27 ms
[2022-01-13 05:18:35 main:574] : INFO : Epoch 1712 | loss: 0.0311757 | val_loss: 0.0311901 | Time: 1635.61 ms
[2022-01-13 05:18:37 main:574] : INFO : Epoch 1713 | loss: 0.0311749 | val_loss: 0.0311854 | Time: 1592.81 ms
[2022-01-13 05:18:38 main:574] : INFO : Epoch 1714 | loss: 0.0311741 | val_loss: 0.0311868 | Time: 1584.81 ms
[2022-01-13 05:18:40 main:574] : INFO : Epoch 1715 | loss: 0.0311769 | val_loss: 0.0311933 | Time: 1602.98 ms
[2022-01-13 05:18:42 main:574] : INFO : Epoch 1716 | loss: 0.0311948 | val_loss: 0.0311989 | Time: 1650.69 ms
[2022-01-13 05:18:43 main:574] : INFO : Epoch 1717 | loss: 0.0311906 | val_loss: 0.0311948 | Time: 1608.21 ms
[2022-01-13 05:18:45 main:574] : INFO : Epoch 1718 | loss: 0.0311914 | val_loss: 0.0311922 | Time: 1605.05 ms
[2022-01-13 05:18:46 main:574] : INFO : Epoch 1719 | loss: 0.0311919 | val_loss: 0.0311946 | Time: 1595.39 ms
[2022-01-13 05:18:48 main:574] : INFO : Epoch 1720 | loss: 0.0311886 | val_loss: 0.0311953 | Time: 1651.7 ms
[2022-01-13 05:18:50 main:574] : INFO : Epoch 1721 | loss: 0.0311867 | val_loss: 0.0311887 | Time: 1598.7 ms
[2022-01-13 05:18:51 main:574] : INFO : Epoch 1722 | loss: 0.031183 | val_loss: 0.031186 | Time: 1592.38 ms
[2022-01-13 05:18:53 main:574] : INFO : Epoch 1723 | loss: 0.0311826 | val_loss: 0.031191 | Time: 1599.7 ms
[2022-01-13 05:18:55 main:574] : INFO : Epoch 1724 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 1604.31 ms
[2022-01-13 05:18:56 main:574] : INFO : Epoch 1725 | loss: 0.03118 | val_loss: 0.031185 | Time: 1573.31 ms
[2022-01-13 05:18:58 main:574] : INFO : Epoch 1726 | loss: 0.0311799 | val_loss: 0.0311846 | Time: 1603.3 ms
[2022-01-13 05:18:59 main:574] : INFO : Epoch 1727 | loss: 0.0311796 | val_loss: 0.031186 | Time: 1547.11 ms
[2022-01-13 05:19:01 main:574] : INFO : Epoch 1728 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 1542.57 ms
[2022-01-13 05:19:02 main:574] : INFO : Epoch 1729 | loss: 0.031179 | val_loss: 0.031185 | Time: 1610.15 ms
[2022-01-13 05:19:04 main:574] : INFO : Epoch 1730 | loss: 0.0311793 | val_loss: 0.0311875 | Time: 1599.74 ms
[2022-01-13 05:19:06 main:574] : INFO : Epoch 1731 | loss: 0.0311797 | val_loss: 0.0311916 | Time: 1595.11 ms
[2022-01-13 05:19:07 main:574] : INFO : Epoch 1732 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 1593.12 ms
[2022-01-13 05:19:09 main:574] : INFO : Epoch 1733 | loss: 0.0311845 | val_loss: 0.0311857 | Time: 1629.31 ms
[2022-01-13 05:19:10 main:574] : INFO : Epoch 1734 | loss: 0.0311821 | val_loss: 0.0311861 | Time: 1603.2 ms
[2022-01-13 05:19:12 main:574] : INFO : Epoch 1735 | loss: 0.0311795 | val_loss: 0.0311837 | Time: 1592.6 ms
[2022-01-13 05:19:14 main:574] : INFO : Epoch 1736 | loss: 0.0311785 | val_loss: 0.0311824 | Time: 1571.03 ms
[2022-01-13 05:19:15 main:574] : INFO : Epoch 1737 | loss: 0.0311796 | val_loss: 0.0311853 | Time: 1579.7 ms
[2022-01-13 05:19:17 main:574] : INFO : Epoch 1738 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 1582.24 ms
[2022-01-13 05:19:18 main:574] : INFO : Epoch 1739 | loss: 0.0311763 | val_loss: 0.0311886 | Time: 1568.35 ms
[2022-01-13 05:19:20 main:574] : INFO : Epoch 1740 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 1609.67 ms
[2022-01-13 05:19:22 main:574] : INFO : Epoch 1741 | loss: 0.0311757 | val_loss: 0.0311858 | Time: 1600.78 ms
[2022-01-13 05:19:23 main:574] : INFO : Epoch 1742 | loss: 0.0311766 | val_loss: 0.0311845 | Time: 1578.52 ms
[2022-01-13 05:19:25 main:574] : INFO : Epoch 1743 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 1560.17 ms
[2022-01-13 05:19:26 main:574] : INFO : Epoch 1744 | loss: 0.0311756 | val_loss: 0.0311863 | Time: 1629.97 ms
[2022-01-13 05:19:28 main:574] : INFO : Epoch 1745 | loss: 0.0311765 | val_loss: 0.0311889 | Time: 1571.49 ms
[2022-01-13 05:19:29 main:574] : INFO : Epoch 1746 | loss: 0.031181 | val_loss: 0.0311867 | Time: 1599.5 ms
[2022-01-13 05:19:31 main:574] : INFO : Epoch 1747 | loss: 0.031182 | val_loss: 0.0311902 | Time: 1565.62 ms
[2022-01-13 05:19:33 main:574] : INFO : Epoch 1748 | loss: 0.0311835 | val_loss: 0.0311846 | Time: 1601.37 ms
[2022-01-13 05:19:34 main:574] : INFO : Epoch 1749 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 1569.39 ms
[2022-01-13 05:19:36 main:574] : INFO : Epoch 1750 | loss: 0.0311783 | val_loss: 0.0311804 | Time: 1623.73 ms
[2022-01-13 05:19:37 main:574] : INFO : Epoch 1751 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 1604.35 ms
[2022-01-13 05:19:39 main:574] : INFO : Epoch 1752 | loss: 0.0311781 | val_loss: 0.031182 | Time: 1590.58 ms
[2022-01-13 05:19:41 main:574] : INFO : Epoch 1753 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 1609.09 ms
[2022-01-13 05:19:42 main:574] : INFO : Epoch 1754 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 1581.75 ms
[2022-01-13 05:19:44 main:574] : INFO : Epoch 1755 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 1599.78 ms
[2022-01-13 05:19:45 main:574] : INFO : Epoch 1756 | loss: 0.0311745 | val_loss: 0.03118 | Time: 1566.86 ms
[2022-01-13 05:19:47 main:574] : INFO : Epoch 1757 | loss: 0.0311748 | val_loss: 0.0311824 | Time: 1584.78 ms
[2022-01-13 05:19:49 main:574] : INFO : Epoch 1758 | loss: 0.0311773 | val_loss: 0.0311848 | Time: 1634.18 ms
[2022-01-13 05:19:50 main:574] : INFO : Epoch 1759 | loss: 0.0311757 | val_loss: 0.0311816 | Time: 1616.25 ms
[2022-01-13 05:19:52 main:574] : INFO : Epoch 1760 | loss: 0.0311789 | val_loss: 0.0311836 | Time: 1625.24 ms
[2022-01-13 05:19:54 main:574] : INFO : Epoch 1761 | loss: 0.0311782 | val_loss: 0.0311835 | Time: 1622.27 ms
[2022-01-13 05:19:55 main:574] : INFO : Epoch 1762 | loss: 0.031176 | val_loss: 0.0311853 | Time: 1615.78 ms
[2022-01-13 05:19:57 main:574] : INFO : Epoch 1763 | loss: 0.031175 | val_loss: 0.0311811 | Time: 1654.45 ms
[2022-01-13 05:19:58 main:574] : INFO : Epoch 1764 | loss: 0.0311741 | val_loss: 0.0311852 | Time: 1618.22 ms
[2022-01-13 05:20:00 main:574] : INFO : Epoch 1765 | loss: 0.0311764 | val_loss: 0.0311884 | Time: 1582.1 ms
[2022-01-13 05:20:02 main:574] : INFO : Epoch 1766 | loss: 0.0311765 | val_loss: 0.031184 | Time: 1575.81 ms
[2022-01-13 05:20:03 main:574] : INFO : Epoch 1767 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 1619.92 ms
[2022-01-13 05:20:05 main:574] : INFO : Epoch 1768 | loss: 0.0311768 | val_loss: 0.0311789 | Time: 1606.1 ms
[2022-01-13 05:20:06 main:574] : INFO : Epoch 1769 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 1630.14 ms
[2022-01-13 05:20:08 main:574] : INFO : Epoch 1770 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1604.19 ms
[2022-01-13 05:20:10 main:574] : INFO : Epoch 1771 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 1616.54 ms
[2022-01-13 05:20:11 main:574] : INFO : Epoch 1772 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 1633.64 ms
[2022-01-13 05:20:13 main:574] : INFO : Epoch 1773 | loss: 0.031177 | val_loss: 0.031183 | Time: 1605.14 ms
[2022-01-13 05:20:15 main:574] : INFO : Epoch 1774 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 1626.66 ms
[2022-01-13 05:20:16 main:574] : INFO : Epoch 1775 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 1616.86 ms
[2022-01-13 05:20:18 main:574] : INFO : Epoch 1776 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 1598.08 ms
[2022-01-13 05:20:19 main:574] : INFO : Epoch 1777 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 1605.24 ms
[2022-01-13 05:20:21 main:574] : INFO : Epoch 1778 | loss: 0.0311758 | val_loss: 0.0311838 | Time: 1579.04 ms
[2022-01-13 05:20:23 main:574] : INFO : Epoch 1779 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 1662.86 ms
[2022-01-13 05:20:24 main:574] : INFO : Epoch 1780 | loss: 0.0311737 | val_loss: 0.0311795 | Time: 1587.05 ms
[2022-01-13 05:20:26 main:574] : INFO : Epoch 1781 | loss: 0.031174 | val_loss: 0.0311869 | Time: 1616.72 ms
[2022-01-13 05:20:27 main:574] : INFO : Epoch 1782 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 1565.8 ms
[2022-01-13 05:20:29 main:574] : INFO : Epoch 1783 | loss: 0.0311768 | val_loss: 0.0311856 | Time: 1559.18 ms
[2022-01-13 05:20:31 main:574] : INFO : Epoch 1784 | loss: 0.0311871 | val_loss: 0.0311835 | Time: 1557.39 ms
[2022-01-13 05:20:32 main:574] : INFO : Epoch 1785 | loss: 0.0311907 | val_loss: 0.0311836 | Time: 1575.85 ms
[2022-01-13 05:20:34 main:574] : INFO : Epoch 1786 | loss: 0.031185 | val_loss: 0.0311825 | Time: 1565.71 ms
[2022-01-13 05:20:35 main:574] : INFO : Epoch 1787 | loss: 0.0311836 | val_loss: 0.0311818 | Time: 1599.39 ms
[2022-01-13 05:20:37 main:574] : INFO : Epoch 1788 | loss: 0.0311861 | val_loss: 0.0311953 | Time: 1569.76 ms
[2022-01-13 05:20:38 main:574] : INFO : Epoch 1789 | loss: 0.0311879 | val_loss: 0.0311836 | Time: 1590.96 ms
[2022-01-13 05:20:40 main:574] : INFO : Epoch 1790 | loss: 0.0311806 | val_loss: 0.0311812 | Time: 1605.71 ms
[2022-01-13 05:20:42 main:574] : INFO : Epoch 1791 | loss: 0.031182 | val_loss: 0.0311804 | Time: 1613.64 ms
[2022-01-13 05:20:43 main:574] : INFO : Epoch 1792 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 1639.25 ms
[2022-01-13 05:20:45 main:574] : INFO : Epoch 1793 | loss: 0.031186 | val_loss: 0.0311913 | Time: 1637.17 ms
[2022-01-13 05:20:47 main:574] : INFO : Epoch 1794 | loss: 0.0311829 | val_loss: 0.0311829 | Time: 1605.86 ms
[2022-01-13 05:20:48 main:574] : INFO : Epoch 1795 | loss: 0.0311769 | val_loss: 0.031181 | Time: 1621.52 ms
[2022-01-13 05:20:50 main:574] : INFO : Epoch 1796 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 1595.94 ms
[2022-01-13 05:20:51 main:574] : INFO : Epoch 1797 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 1565.92 ms
[2022-01-13 05:20:53 main:574] : INFO : Epoch 1798 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 1614.77 ms
[2022-01-13 05:20:55 main:574] : INFO : Epoch 1799 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 1629.44 ms
[2022-01-13 05:20:56 main:574] : INFO : Epoch 1800 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 1655.78 ms
[2022-01-13 05:20:58 main:574] : INFO : Epoch 1801 | loss: 0.0311743 | val_loss: 0.0311843 | Time: 1620.34 ms
[2022-01-13 05:20:59 main:574] : INFO : Epoch 1802 | loss: 0.0311765 | val_loss: 0.0311867 | Time: 1612.6 ms
[2022-01-13 05:21:01 main:574] : INFO : Epoch 1803 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 1613.06 ms
[2022-01-13 05:21:03 main:574] : INFO : Epoch 1804 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1574.19 ms
[2022-01-13 05:21:04 main:574] : INFO : Epoch 1805 | loss: 0.0311779 | val_loss: 0.0311797 | Time: 1616.66 ms
[2022-01-13 05:21:06 main:574] : INFO : Epoch 1806 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 1586.83 ms
[2022-01-13 05:21:08 main:574] : INFO : Epoch 1807 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 1633.76 ms
[2022-01-13 05:21:09 main:574] : INFO : Epoch 1808 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 1630.74 ms
[2022-01-13 05:21:11 main:574] : INFO : Epoch 1809 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 1631.63 ms
[2022-01-13 05:21:12 main:574] : INFO : Epoch 1810 | loss: 0.0311741 | val_loss: 0.0311803 | Time: 1599.66 ms
[2022-01-13 05:21:14 main:574] : INFO : Epoch 1811 | loss: 0.031175 | val_loss: 0.0311815 | Time: 1624.76 ms
[2022-01-13 05:21:16 main:574] : INFO : Epoch 1812 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 1602.21 ms
[2022-01-13 05:21:17 main:574] : INFO : Epoch 1813 | loss: 0.0311762 | val_loss: 0.0311784 | Time: 1590.41 ms
[2022-01-13 05:21:19 main:574] : INFO : Epoch 1814 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 1613.55 ms
[2022-01-13 05:21:20 main:574] : INFO : Epoch 1815 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 1593.68 ms
[2022-01-13 05:21:22 main:574] : INFO : Epoch 1816 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 1573.83 ms
[2022-01-13 05:21:24 main:574] : INFO : Epoch 1817 | loss: 0.0311748 | val_loss: 0.0311787 | Time: 1623.11 ms
[2022-01-13 05:21:25 main:574] : INFO : Epoch 1818 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 1616.02 ms
[2022-01-13 05:21:27 main:574] : INFO : Epoch 1819 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 1609.61 ms
[2022-01-13 05:21:28 main:574] : INFO : Epoch 1820 | loss: 0.0311732 | val_loss: 0.031175 | Time: 1615 ms
[2022-01-13 05:21:30 main:574] : INFO : Epoch 1821 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 1588.64 ms
[2022-01-13 05:21:32 main:574] : INFO : Epoch 1822 | loss: 0.0311771 | val_loss: 0.0311815 | Time: 1659.09 ms
[2022-01-13 05:21:33 main:574] : INFO : Epoch 1823 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 1623.12 ms
[2022-01-13 05:21:35 main:574] : INFO : Epoch 1824 | loss: 0.0311917 | val_loss: 0.0311986 | Time: 1528.4 ms
[2022-01-13 05:21:36 main:574] : INFO : Epoch 1825 | loss: 0.0311928 | val_loss: 0.0311879 | Time: 1554.78 ms
[2022-01-13 05:21:38 main:574] : INFO : Epoch 1826 | loss: 0.03119 | val_loss: 0.0311904 | Time: 1632.48 ms
[2022-01-13 05:21:40 main:574] : INFO : Epoch 1827 | loss: 0.0311887 | val_loss: 0.0311895 | Time: 1598.38 ms
[2022-01-13 05:21:41 main:574] : INFO : Epoch 1828 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 1601.91 ms
[2022-01-13 05:21:43 main:574] : INFO : Epoch 1829 | loss: 0.0311859 | val_loss: 0.031188 | Time: 1579.32 ms
[2022-01-13 05:21:44 main:574] : INFO : Epoch 1830 | loss: 0.0311862 | val_loss: 0.0311868 | Time: 1595.66 ms
[2022-01-13 05:21:46 main:574] : INFO : Epoch 1831 | loss: 0.0311877 | val_loss: 0.0311858 | Time: 1621.75 ms
[2022-01-13 05:21:48 main:574] : INFO : Epoch 1832 | loss: 0.0311876 | val_loss: 0.0311853 | Time: 1687.83 ms
[2022-01-13 05:21:49 main:574] : INFO : Epoch 1833 | loss: 0.0311866 | val_loss: 0.0311834 | Time: 1649.53 ms
[2022-01-13 05:21:51 main:574] : INFO : Epoch 1834 | loss: 0.0311872 | val_loss: 0.0311854 | Time: 1586.8 ms
[2022-01-13 05:21:53 main:574] : INFO : Epoch 1835 | loss: 0.0311855 | val_loss: 0.031188 | Time: 1626.06 ms
[2022-01-13 05:21:54 main:574] : INFO : Epoch 1836 | loss: 0.0311832 | val_loss: 0.0311819 | Time: 1554.07 ms
[2022-01-13 05:21:56 main:574] : INFO : Epoch 1837 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 1613.64 ms
[2022-01-13 05:21:57 main:574] : INFO : Epoch 1838 | loss: 0.0311848 | val_loss: 0.0311835 | Time: 1579.86 ms
[2022-01-13 05:21:59 main:574] : INFO : Epoch 1839 | loss: 0.0311839 | val_loss: 0.0311838 | Time: 1608.07 ms
[2022-01-13 05:22:01 main:574] : INFO : Epoch 1840 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 1635.64 ms
[2022-01-13 05:22:02 main:574] : INFO : Epoch 1841 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 1592.32 ms
[2022-01-13 05:22:04 main:574] : INFO : Epoch 1842 | loss: 0.031184 | val_loss: 0.031184 | Time: 1624.78 ms
[2022-01-13 05:22:05 main:574] : INFO : Epoch 1843 | loss: 0.0311811 | val_loss: 0.0311857 | Time: 1600.25 ms
[2022-01-13 05:22:07 main:574] : INFO : Epoch 1844 | loss: 0.0311831 | val_loss: 0.0311827 | Time: 1573.99 ms
[2022-01-13 05:22:09 main:574] : INFO : Epoch 1845 | loss: 0.0311826 | val_loss: 0.0311832 | Time: 1572.22 ms
[2022-01-13 05:22:10 main:574] : INFO : Epoch 1846 | loss: 0.0311825 | val_loss: 0.0311848 | Time: 1561.67 ms
[2022-01-13 05:22:12 main:574] : INFO : Epoch 1847 | loss: 0.0311815 | val_loss: 0.0311823 | Time: 1597.95 ms
[2022-01-13 05:22:13 main:574] : INFO : Epoch 1848 | loss: 0.0311788 | val_loss: 0.0311796 | Time: 1551.2 ms
[2022-01-13 05:22:15 main:574] : INFO : Epoch 1849 | loss: 0.0311796 | val_loss: 0.0311904 | Time: 1603.29 ms
[2022-01-13 05:22:17 main:574] : INFO : Epoch 1850 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 1575.16 ms
[2022-01-13 05:22:18 main:574] : INFO : Epoch 1851 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 1633.63 ms
[2022-01-13 05:22:20 main:574] : INFO : Epoch 1852 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 1597.48 ms
[2022-01-13 05:22:21 main:574] : INFO : Epoch 1853 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 1606.98 ms
[2022-01-13 05:22:23 main:574] : INFO : Epoch 1854 | loss: 0.0311821 | val_loss: 0.0311822 | Time: 1605.33 ms
[2022-01-13 05:22:25 main:574] : INFO : Epoch 1855 | loss: 0.0311825 | val_loss: 0.0311838 | Time: 1575.58 ms
[2022-01-13 05:22:26 main:574] : INFO : Epoch 1856 | loss: 0.0311819 | val_loss: 0.0311815 | Time: 1595.99 ms
[2022-01-13 05:22:28 main:574] : INFO : Epoch 1857 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 1584.96 ms
[2022-01-13 05:22:29 main:574] : INFO : Epoch 1858 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 1591.19 ms
[2022-01-13 05:22:31 main:574] : INFO : Epoch 1859 | loss: 0.0311804 | val_loss: 0.0311802 | Time: 1597.34 ms
[2022-01-13 05:22:33 main:574] : INFO : Epoch 1860 | loss: 0.0311781 | val_loss: 0.0311801 | Time: 1600.43 ms
[2022-01-13 05:22:34 main:574] : INFO : Epoch 1861 | loss: 0.0311776 | val_loss: 0.03118 | Time: 1650.1 ms
[2022-01-13 05:22:36 main:574] : INFO : Epoch 1862 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 1549.03 ms
[2022-01-13 05:22:37 main:574] : INFO : Epoch 1863 | loss: 0.031179 | val_loss: 0.0311808 | Time: 1609.94 ms
[2022-01-13 05:22:39 main:574] : INFO : Epoch 1864 | loss: 0.0311791 | val_loss: 0.031183 | Time: 1645.44 ms
[2022-01-13 05:22:41 main:574] : INFO : Epoch 1865 | loss: 0.0311811 | val_loss: 0.0311933 | Time: 1636.15 ms
[2022-01-13 05:22:42 main:574] : INFO : Epoch 1866 | loss: 0.0311794 | val_loss: 0.031184 | Time: 1588.4 ms
[2022-01-13 05:22:44 main:574] : INFO : Epoch 1867 | loss: 0.0311797 | val_loss: 0.0311835 | Time: 1654.84 ms
[2022-01-13 05:22:45 main:574] : INFO : Epoch 1868 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 1578.24 ms
[2022-01-13 05:22:47 main:574] : INFO : Epoch 1869 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 1563.33 ms
[2022-01-13 05:22:49 main:574] : INFO : Epoch 1870 | loss: 0.0311822 | val_loss: 0.0311846 | Time: 1586.38 ms
[2022-01-13 05:22:50 main:574] : INFO : Epoch 1871 | loss: 0.0311774 | val_loss: 0.0311823 | Time: 1643.69 ms
[2022-01-13 05:22:52 main:574] : INFO : Epoch 1872 | loss: 0.0311763 | val_loss: 0.0311822 | Time: 1620.92 ms
[2022-01-13 05:22:54 main:574] : INFO : Epoch 1873 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 1651.97 ms
[2022-01-13 05:22:55 main:574] : INFO : Epoch 1874 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 1613.33 ms
[2022-01-13 05:22:57 main:574] : INFO : Epoch 1875 | loss: 0.031177 | val_loss: 0.031184 | Time: 1593.32 ms
[2022-01-13 05:22:58 main:574] : INFO : Epoch 1876 | loss: 0.0311812 | val_loss: 0.031182 | Time: 1646.16 ms
[2022-01-13 05:23:00 main:574] : INFO : Epoch 1877 | loss: 0.0311774 | val_loss: 0.031189 | Time: 1627.85 ms
[2022-01-13 05:23:02 main:574] : INFO : Epoch 1878 | loss: 0.0311784 | val_loss: 0.0311827 | Time: 1612.44 ms
[2022-01-13 05:23:03 main:574] : INFO : Epoch 1879 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 1613 ms
[2022-01-13 05:23:05 main:574] : INFO : Epoch 1880 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 1612.14 ms
[2022-01-13 05:23:06 main:574] : INFO : Epoch 1881 | loss: 0.031179 | val_loss: 0.0311915 | Time: 1532.78 ms
[2022-01-13 05:23:08 main:574] : INFO : Epoch 1882 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 1594.38 ms
[2022-01-13 05:23:10 main:574] : INFO : Epoch 1883 | loss: 0.0311821 | val_loss: 0.0311818 | Time: 1590.04 ms
[2022-01-13 05:23:11 main:574] : INFO : Epoch 1884 | loss: 0.0311793 | val_loss: 0.0311796 | Time: 1584.09 ms
[2022-01-13 05:23:13 main:574] : INFO : Epoch 1885 | loss: 0.031178 | val_loss: 0.0311799 | Time: 1609.96 ms
[2022-01-13 05:23:14 main:574] : INFO : Epoch 1886 | loss: 0.0311814 | val_loss: 0.0311792 | Time: 1568.73 ms
[2022-01-13 05:23:16 main:574] : INFO : Epoch 1887 | loss: 0.0311827 | val_loss: 0.0311998 | Time: 1584.47 ms
[2022-01-13 05:23:18 main:574] : INFO : Epoch 1888 | loss: 0.03118 | val_loss: 0.0311823 | Time: 1605.43 ms
[2022-01-13 05:23:19 main:574] : INFO : Epoch 1889 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 1644.65 ms
[2022-01-13 05:23:21 main:574] : INFO : Epoch 1890 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 1636.35 ms
[2022-01-13 05:23:22 main:574] : INFO : Epoch 1891 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 1558.23 ms
[2022-01-13 05:23:24 main:574] : INFO : Epoch 1892 | loss: 0.0311796 | val_loss: 0.0311805 | Time: 1597.33 ms
[2022-01-13 05:23:26 main:574] : INFO : Epoch 1893 | loss: 0.0311802 | val_loss: 0.0311808 | Time: 1560.01 ms
[2022-01-13 05:23:27 main:574] : INFO : Epoch 1894 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 1567.65 ms
[2022-01-13 05:23:29 main:574] : INFO : Epoch 1895 | loss: 0.0311752 | val_loss: 0.031177 | Time: 1606.23 ms
[2022-01-13 05:23:30 main:574] : INFO : Epoch 1896 | loss: 0.0311757 | val_loss: 0.0311779 | Time: 1582.84 ms
[2022-01-13 05:23:32 main:574] : INFO : Epoch 1897 | loss: 0.0311779 | val_loss: 0.0311801 | Time: 1538.69 ms
[2022-01-13 05:23:33 main:574] : INFO : Epoch 1898 | loss: 0.0311771 | val_loss: 0.0311775 | Time: 1585.39 ms
[2022-01-13 05:23:35 main:574] : INFO : Epoch 1899 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 1612.23 ms
[2022-01-13 05:23:37 main:574] : INFO : Epoch 1900 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 1604.53 ms
[2022-01-13 05:23:38 main:574] : INFO : Epoch 1901 | loss: 0.031175 | val_loss: 0.0311782 | Time: 1602.47 ms
[2022-01-13 05:23:40 main:574] : INFO : Epoch 1902 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 1587.59 ms
[2022-01-13 05:23:41 main:574] : INFO : Epoch 1903 | loss: 0.0311743 | val_loss: 0.0311837 | Time: 1570.85 ms
[2022-01-13 05:23:43 main:574] : INFO : Epoch 1904 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 1604.18 ms
[2022-01-13 05:23:45 main:574] : INFO : Epoch 1905 | loss: 0.0311748 | val_loss: 0.0311774 | Time: 1594.21 ms
[2022-01-13 05:23:46 main:574] : INFO : Epoch 1906 | loss: 0.031174 | val_loss: 0.0311784 | Time: 1605.13 ms
[2022-01-13 05:23:48 main:574] : INFO : Epoch 1907 | loss: 0.0311774 | val_loss: 0.0311856 | Time: 1631.04 ms
[2022-01-13 05:23:50 main:574] : INFO : Epoch 1908 | loss: 0.0311792 | val_loss: 0.0311879 | Time: 1608.43 ms
[2022-01-13 05:23:51 main:574] : INFO : Epoch 1909 | loss: 0.0311818 | val_loss: 0.0311796 | Time: 1656.26 ms
[2022-01-13 05:23:53 main:574] : INFO : Epoch 1910 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 1621.19 ms
[2022-01-13 05:23:54 main:574] : INFO : Epoch 1911 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 1613.25 ms
[2022-01-13 05:23:56 main:574] : INFO : Epoch 1912 | loss: 0.031177 | val_loss: 0.0311782 | Time: 1647.69 ms
[2022-01-13 05:23:58 main:574] : INFO : Epoch 1913 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 1597.64 ms
[2022-01-13 05:23:59 main:574] : INFO : Epoch 1914 | loss: 0.0311798 | val_loss: 0.031181 | Time: 1626.88 ms
[2022-01-13 05:24:01 main:574] : INFO : Epoch 1915 | loss: 0.0311836 | val_loss: 0.0311808 | Time: 1565.25 ms
[2022-01-13 05:24:02 main:574] : INFO : Epoch 1916 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 1606.12 ms
[2022-01-13 05:24:04 main:574] : INFO : Epoch 1917 | loss: 0.0311788 | val_loss: 0.0311849 | Time: 1641.3 ms
[2022-01-13 05:24:06 main:574] : INFO : Epoch 1918 | loss: 0.0311767 | val_loss: 0.0311782 | Time: 1656.13 ms
[2022-01-13 05:24:07 main:574] : INFO : Epoch 1919 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 1641.74 ms
[2022-01-13 05:24:09 main:574] : INFO : Epoch 1920 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 1565.75 ms
[2022-01-13 05:24:11 main:574] : INFO : Epoch 1921 | loss: 0.031175 | val_loss: 0.0311893 | Time: 1567.56 ms
[2022-01-13 05:24:12 main:574] : INFO : Epoch 1922 | loss: 0.0311806 | val_loss: 0.031183 | Time: 1641.73 ms
[2022-01-13 05:24:14 main:574] : INFO : Epoch 1923 | loss: 0.031179 | val_loss: 0.031181 | Time: 1636.78 ms
[2022-01-13 05:24:15 main:574] : INFO : Epoch 1924 | loss: 0.031177 | val_loss: 0.0311779 | Time: 1616.36 ms
[2022-01-13 05:24:17 main:574] : INFO : Epoch 1925 | loss: 0.031175 | val_loss: 0.0311854 | Time: 1599.5 ms
[2022-01-13 05:24:19 main:574] : INFO : Epoch 1926 | loss: 0.031177 | val_loss: 0.0311788 | Time: 1591.26 ms
[2022-01-13 05:24:20 main:574] : INFO : Epoch 1927 | loss: 0.031175 | val_loss: 0.0311766 | Time: 1587.26 ms
[2022-01-13 05:24:22 main:574] : INFO : Epoch 1928 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 1588.99 ms
[2022-01-13 05:24:23 main:574] : INFO : Epoch 1929 | loss: 0.0311736 | val_loss: 0.0311787 | Time: 1581.86 ms
[2022-01-13 05:24:25 main:574] : INFO : Epoch 1930 | loss: 0.0311729 | val_loss: 0.031177 | Time: 1562.85 ms
[2022-01-13 05:24:27 main:574] : INFO : Epoch 1931 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 1603.11 ms
[2022-01-13 05:24:28 main:574] : INFO : Epoch 1932 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 1582.56 ms
[2022-01-13 05:24:30 main:574] : INFO : Epoch 1933 | loss: 0.0311746 | val_loss: 0.0311798 | Time: 1573.64 ms
[2022-01-13 05:24:31 main:574] : INFO : Epoch 1934 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1576.54 ms
[2022-01-13 05:24:33 main:574] : INFO : Epoch 1935 | loss: 0.0311707 | val_loss: 0.0311802 | Time: 1586.46 ms
[2022-01-13 05:24:35 main:574] : INFO : Epoch 1936 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 1601.78 ms
[2022-01-13 05:24:36 main:574] : INFO : Epoch 1937 | loss: 0.0311742 | val_loss: 0.0311756 | Time: 1574.15 ms
[2022-01-13 05:24:38 main:574] : INFO : Epoch 1938 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 1631.93 ms
[2022-01-13 05:24:39 main:574] : INFO : Epoch 1939 | loss: 0.0311769 | val_loss: 0.031179 | Time: 1574.72 ms
[2022-01-13 05:24:41 main:574] : INFO : Epoch 1940 | loss: 0.031175 | val_loss: 0.03118 | Time: 1624.37 ms
[2022-01-13 05:24:43 main:574] : INFO : Epoch 1941 | loss: 0.0311762 | val_loss: 0.0311778 | Time: 1581.31 ms
[2022-01-13 05:24:44 main:574] : INFO : Epoch 1942 | loss: 0.0311748 | val_loss: 0.0311839 | Time: 1610.96 ms
[2022-01-13 05:24:46 main:574] : INFO : Epoch 1943 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 1580.75 ms
[2022-01-13 05:24:47 main:574] : INFO : Epoch 1944 | loss: 0.0311754 | val_loss: 0.0311808 | Time: 1624.74 ms
[2022-01-13 05:24:49 main:574] : INFO : Epoch 1945 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 1575.47 ms
[2022-01-13 05:24:51 main:574] : INFO : Epoch 1946 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 1621.91 ms
[2022-01-13 05:24:52 main:574] : INFO : Epoch 1947 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 1643.23 ms
[2022-01-13 05:24:54 main:574] : INFO : Epoch 1948 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 1642.27 ms
[2022-01-13 05:24:56 main:574] : INFO : Epoch 1949 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 1642.48 ms
[2022-01-13 05:24:57 main:574] : INFO : Epoch 1950 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 1630.8 ms
[2022-01-13 05:24:59 main:574] : INFO : Epoch 1951 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 1602.9 ms
[2022-01-13 05:25:00 main:574] : INFO : Epoch 1952 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 1609.9 ms
[2022-01-13 05:25:02 main:574] : INFO : Epoch 1953 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 1610.48 ms
[2022-01-13 05:25:04 main:574] : INFO : Epoch 1954 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 1584.28 ms
[2022-01-13 05:25:05 main:574] : INFO : Epoch 1955 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 1640.8 ms
[2022-01-13 05:25:07 main:574] : INFO : Epoch 1956 | loss: 0.0311757 | val_loss: 0.0311796 | Time: 1600.33 ms
[2022-01-13 05:25:08 main:574] : INFO : Epoch 1957 | loss: 0.031178 | val_loss: 0.0311799 | Time: 1628.52 ms
[2022-01-13 05:25:10 main:574] : INFO : Epoch 1958 | loss: 0.0311807 | val_loss: 0.0311909 | Time: 1620.94 ms
[2022-01-13 05:25:12 main:574] : INFO : Epoch 1959 | loss: 0.031255 | val_loss: 0.0334713 | Time: 1603.93 ms
[2022-01-13 05:25:13 main:574] : INFO : Epoch 1960 | loss: 0.0455387 | val_loss: 0.0315192 | Time: 1621.63 ms
[2022-01-13 05:25:15 main:574] : INFO : Epoch 1961 | loss: 0.0319895 | val_loss: 0.0316057 | Time: 1596.01 ms
[2022-01-13 05:25:16 main:574] : INFO : Epoch 1962 | loss: 0.031368 | val_loss: 0.0312516 | Time: 1593.6 ms
[2022-01-13 05:25:18 main:574] : INFO : Epoch 1963 | loss: 0.031224 | val_loss: 0.0312051 | Time: 1611.02 ms
[2022-01-13 05:25:20 main:574] : INFO : Epoch 1964 | loss: 0.0311935 | val_loss: 0.0311897 | Time: 1577.83 ms
[2022-01-13 05:25:21 main:574] : INFO : Epoch 1965 | loss: 0.031185 | val_loss: 0.0311838 | Time: 1578.02 ms
[2022-01-13 05:25:23 main:574] : INFO : Epoch 1966 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 1561.46 ms
[2022-01-13 05:25:24 main:574] : INFO : Epoch 1967 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 1606.51 ms
[2022-01-13 05:25:26 main:574] : INFO : Epoch 1968 | loss: 0.0311784 | val_loss: 0.031182 | Time: 1561.45 ms
[2022-01-13 05:25:28 main:574] : INFO : Epoch 1969 | loss: 0.0311782 | val_loss: 0.0311833 | Time: 1637.11 ms
[2022-01-13 05:25:29 main:574] : INFO : Epoch 1970 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 1635.32 ms
[2022-01-13 05:25:31 main:574] : INFO : Epoch 1971 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 1624.06 ms
[2022-01-13 05:25:33 main:574] : INFO : Epoch 1972 | loss: 0.0311766 | val_loss: 0.0311832 | Time: 1627.37 ms
[2022-01-13 05:25:34 main:574] : INFO : Epoch 1973 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 1593.46 ms
[2022-01-13 05:25:36 main:574] : INFO : Epoch 1974 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 1583.89 ms
[2022-01-13 05:25:37 main:574] : INFO : Epoch 1975 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 1587.75 ms
[2022-01-13 05:25:39 main:574] : INFO : Epoch 1976 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 1583.52 ms
[2022-01-13 05:25:40 main:574] : INFO : Epoch 1977 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 1576.5 ms
[2022-01-13 05:25:42 main:574] : INFO : Epoch 1978 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 1573.08 ms
[2022-01-13 05:25:44 main:574] : INFO : Epoch 1979 | loss: 0.0311733 | val_loss: 0.0311812 | Time: 1549.69 ms
[2022-01-13 05:25:45 main:574] : INFO : Epoch 1980 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 1619.76 ms
[2022-01-13 05:25:47 main:574] : INFO : Epoch 1981 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 1619.95 ms
[2022-01-13 05:25:48 main:574] : INFO : Epoch 1982 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 1616.66 ms
[2022-01-13 05:25:50 main:574] : INFO : Epoch 1983 | loss: 0.0311729 | val_loss: 0.0311822 | Time: 1617.52 ms
[2022-01-13 05:25:52 main:574] : INFO : Epoch 1984 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 1622.7 ms
[2022-01-13 05:25:53 main:574] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.031182 | Time: 1612.85 ms
[2022-01-13 05:25:55 main:574] : INFO : Epoch 1986 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 1601.87 ms
[2022-01-13 05:25:57 main:574] : INFO : Epoch 1987 | loss: 0.0311718 | val_loss: 0.0311812 | Time: 1575.06 ms
[2022-01-13 05:25:58 main:574] : INFO : Epoch 1988 | loss: 0.0311711 | val_loss: 0.0311807 | Time: 1611.91 ms
[2022-01-13 05:26:00 main:574] : INFO : Epoch 1989 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 1641.08 ms
[2022-01-13 05:26:01 main:574] : INFO : Epoch 1990 | loss: 0.0311736 | val_loss: 0.031182 | Time: 1625.85 ms
[2022-01-13 05:26:03 main:574] : INFO : Epoch 1991 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 1572.82 ms
[2022-01-13 05:26:05 main:574] : INFO : Epoch 1992 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 1597.25 ms
[2022-01-13 05:26:06 main:574] : INFO : Epoch 1993 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 1612.88 ms
[2022-01-13 05:26:08 main:574] : INFO : Epoch 1994 | loss: 0.0311714 | val_loss: 0.0311816 | Time: 1619.37 ms
[2022-01-13 05:26:09 main:574] : INFO : Epoch 1995 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 1618.1 ms
[2022-01-13 05:26:11 main:574] : INFO : Epoch 1996 | loss: 0.0311773 | val_loss: 0.0311827 | Time: 1614.09 ms
[2022-01-13 05:26:13 main:574] : INFO : Epoch 1997 | loss: 0.0311782 | val_loss: 0.031183 | Time: 1593.09 ms
[2022-01-13 05:26:14 main:574] : INFO : Epoch 1998 | loss: 0.0311763 | val_loss: 0.0311837 | Time: 1592.84 ms
[2022-01-13 05:26:16 main:574] : INFO : Epoch 1999 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 1596.61 ms
[2022-01-13 05:26:17 main:574] : INFO : Epoch 2000 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 1608.5 ms
[2022-01-13 05:26:19 main:574] : INFO : Epoch 2001 | loss: 0.031175 | val_loss: 0.0311819 | Time: 1646.11 ms
[2022-01-13 05:26:21 main:574] : INFO : Epoch 2002 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 1620.27 ms
[2022-01-13 05:26:22 main:574] : INFO : Epoch 2003 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 1629.81 ms
[2022-01-13 05:26:24 main:574] : INFO : Epoch 2004 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 1625.29 ms
[2022-01-13 05:26:26 main:574] : INFO : Epoch 2005 | loss: 0.0311731 | val_loss: 0.031181 | Time: 1619.72 ms
[2022-01-13 05:26:27 main:574] : INFO : Epoch 2006 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 1591.25 ms
[2022-01-13 05:26:29 main:574] : INFO : Epoch 2007 | loss: 0.0311722 | val_loss: 0.0311797 | Time: 1591.11 ms
[2022-01-13 05:26:30 main:574] : INFO : Epoch 2008 | loss: 0.0311724 | val_loss: 0.0311781 | Time: 1578.8 ms
[2022-01-13 05:26:32 main:574] : INFO : Epoch 2009 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 1605.27 ms
[2022-01-13 05:26:34 main:574] : INFO : Epoch 2010 | loss: 0.031171 | val_loss: 0.0311812 | Time: 1557.68 ms
[2022-01-13 05:26:35 main:574] : INFO : Epoch 2011 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1601.16 ms
[2022-01-13 05:26:37 main:574] : INFO : Epoch 2012 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 1576.07 ms
[2022-01-13 05:26:38 main:574] : INFO : Epoch 2013 | loss: 0.0311703 | val_loss: 0.0311793 | Time: 1623.7 ms
[2022-01-13 05:26:40 main:574] : INFO : Epoch 2014 | loss: 0.0311715 | val_loss: 0.0311809 | Time: 1597.27 ms
[2022-01-13 05:26:42 main:574] : INFO : Epoch 2015 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 1615.28 ms
[2022-01-13 05:26:43 main:574] : INFO : Epoch 2016 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 1594.76 ms
[2022-01-13 05:26:45 main:574] : INFO : Epoch 2017 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 1638.02 ms
[2022-01-13 05:26:46 main:574] : INFO : Epoch 2018 | loss: 0.03117 | val_loss: 0.0311787 | Time: 1589.21 ms
[2022-01-13 05:26:48 main:574] : INFO : Epoch 2019 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 1596.99 ms
[2022-01-13 05:26:50 main:574] : INFO : Epoch 2020 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 1603.43 ms
[2022-01-13 05:26:51 main:574] : INFO : Epoch 2021 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 1614.91 ms
[2022-01-13 05:26:53 main:574] : INFO : Epoch 2022 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 1576.18 ms
[2022-01-13 05:26:54 main:574] : INFO : Epoch 2023 | loss: 0.0311696 | val_loss: 0.0311778 | Time: 1577.53 ms
[2022-01-13 05:26:56 main:574] : INFO : Epoch 2024 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 1560.39 ms
[2022-01-13 05:26:58 main:574] : INFO : Epoch 2025 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 1616.1 ms
[2022-01-13 05:26:59 main:574] : INFO : Epoch 2026 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 1612.39 ms
[2022-01-13 05:27:01 main:574] : INFO : Epoch 2027 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 1653.84 ms
[2022-01-13 05:27:02 main:574] : INFO : Epoch 2028 | loss: 0.0311708 | val_loss: 0.0311765 | Time: 1563.16 ms
[2022-01-13 05:27:04 main:574] : INFO : Epoch 2029 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 1600.53 ms
[2022-01-13 05:27:06 main:574] : INFO : Epoch 2030 | loss: 0.0311704 | val_loss: 0.0311789 | Time: 1594.12 ms
[2022-01-13 05:27:07 main:574] : INFO : Epoch 2031 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 1613.59 ms
[2022-01-13 05:27:09 main:574] : INFO : Epoch 2032 | loss: 0.03117 | val_loss: 0.031179 | Time: 1623.24 ms
[2022-01-13 05:27:10 main:574] : INFO : Epoch 2033 | loss: 0.0311702 | val_loss: 0.0311797 | Time: 1591.38 ms
[2022-01-13 05:27:12 main:574] : INFO : Epoch 2034 | loss: 0.0311698 | val_loss: 0.03118 | Time: 1546.81 ms
[2022-01-13 05:27:14 main:574] : INFO : Epoch 2035 | loss: 0.0311709 | val_loss: 0.0311792 | Time: 1617.54 ms
[2022-01-13 05:27:15 main:574] : INFO : Epoch 2036 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 1576.69 ms
[2022-01-13 05:27:17 main:574] : INFO : Epoch 2037 | loss: 0.0311695 | val_loss: 0.031178 | Time: 1624.77 ms
[2022-01-13 05:27:18 main:574] : INFO : Epoch 2038 | loss: 0.0311701 | val_loss: 0.0311777 | Time: 1624.01 ms
[2022-01-13 05:27:20 main:574] : INFO : Epoch 2039 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 1602.86 ms
[2022-01-13 05:27:22 main:574] : INFO : Epoch 2040 | loss: 0.0311722 | val_loss: 0.031176 | Time: 1595.03 ms
[2022-01-13 05:27:23 main:574] : INFO : Epoch 2041 | loss: 0.031171 | val_loss: 0.0311759 | Time: 1595.98 ms
[2022-01-13 05:27:25 main:574] : INFO : Epoch 2042 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 1647.37 ms
[2022-01-13 05:27:26 main:574] : INFO : Epoch 2043 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 1619.43 ms
[2022-01-13 05:27:28 main:574] : INFO : Epoch 2044 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 1597.48 ms
[2022-01-13 05:27:30 main:574] : INFO : Epoch 2045 | loss: 0.0311712 | val_loss: 0.031176 | Time: 1599.24 ms
[2022-01-13 05:27:31 main:574] : INFO : Epoch 2046 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 1580.92 ms
[2022-01-13 05:27:33 main:574] : INFO : Epoch 2047 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 1591.27 ms
[2022-01-13 05:27:34 main:574] : INFO : Epoch 2048 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 1626.8 ms
[2022-01-13 05:27:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311762
[2022-01-13 05:27:35 main:603] : INFO : Saving end state to config to file
[2022-01-13 05:27:35 main:608] : INFO : Success, exiting..
05:27:35 (13348): 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)