Task 10002504
| Name | ParityModified-1639949697-4864-0_0 |
| Workunit | 7381392 |
| Created | 19 Dec 2021, 21:34:58 UTC |
| Sent | 26 Dec 2021, 22:32:46 UTC |
| Report deadline | 3 Jan 2022, 22:32:46 UTC |
| Received | 27 Dec 2021, 17:07:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 56 min 14 sec |
| CPU time | 55 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.62 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: 0.0311892 | val_loss: 0.031191 | Time: 1676.96 ms
[2021-12-27 17:53:32 main:574] : INFO : Epoch 1543 | loss: 0.0311884 | val_loss: 0.0311891 | Time: 1749.52 ms
[2021-12-27 17:53:34 main:574] : INFO : Epoch 1544 | loss: 0.0311886 | val_loss: 0.0311951 | Time: 1747.62 ms
[2021-12-27 17:53:36 main:574] : INFO : Epoch 1545 | loss: 0.0311881 | val_loss: 0.0311893 | Time: 1698.62 ms
[2021-12-27 17:53:38 main:574] : INFO : Epoch 1546 | loss: 0.0311884 | val_loss: 0.0311886 | Time: 1661.98 ms
[2021-12-27 17:53:39 main:574] : INFO : Epoch 1547 | loss: 0.0311946 | val_loss: 0.0311907 | Time: 1683.9 ms
[2021-12-27 17:53:41 main:574] : INFO : Epoch 1548 | loss: 0.0311934 | val_loss: 0.0311939 | Time: 1731.53 ms
[2021-12-27 17:53:43 main:574] : INFO : Epoch 1549 | loss: 0.0311951 | val_loss: 0.0312026 | Time: 1678.16 ms
[2021-12-27 17:53:44 main:574] : INFO : Epoch 1550 | loss: 0.0311917 | val_loss: 0.0311927 | Time: 1665.63 ms
[2021-12-27 17:53:46 main:574] : INFO : Epoch 1551 | loss: 0.031188 | val_loss: 0.031188 | Time: 1672.81 ms
[2021-12-27 17:53:48 main:574] : INFO : Epoch 1552 | loss: 0.0311881 | val_loss: 0.0311975 | Time: 1663.1 ms
[2021-12-27 17:53:49 main:574] : INFO : Epoch 1553 | loss: 0.031187 | val_loss: 0.031191 | Time: 1663.86 ms
[2021-12-27 17:53:51 main:574] : INFO : Epoch 1554 | loss: 0.0311873 | val_loss: 0.0311879 | Time: 1656.44 ms
[2021-12-27 17:53:53 main:574] : INFO : Epoch 1555 | loss: 0.0311873 | val_loss: 0.0311886 | Time: 1663.58 ms
[2021-12-27 17:53:54 main:574] : INFO : Epoch 1556 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 1671.17 ms
[2021-12-27 17:53:56 main:574] : INFO : Epoch 1557 | loss: 0.0311912 | val_loss: 0.0311901 | Time: 1678.04 ms
[2021-12-27 17:53:58 main:574] : INFO : Epoch 1558 | loss: 0.031187 | val_loss: 0.0311944 | Time: 1723.69 ms
[2021-12-27 17:53:59 main:574] : INFO : Epoch 1559 | loss: 0.0311886 | val_loss: 0.0311874 | Time: 1712.34 ms
[2021-12-27 17:54:01 main:574] : INFO : Epoch 1560 | loss: 0.0311853 | val_loss: 0.0311882 | Time: 1661.15 ms
[2021-12-27 17:54:03 main:574] : INFO : Epoch 1561 | loss: 0.0311856 | val_loss: 0.0311934 | Time: 1663.14 ms
[2021-12-27 17:54:04 main:574] : INFO : Epoch 1562 | loss: 0.0311845 | val_loss: 0.0311889 | Time: 1661.73 ms
[2021-12-27 17:54:06 main:574] : INFO : Epoch 1563 | loss: 0.031184 | val_loss: 0.031188 | Time: 1658.98 ms
[2021-12-27 17:54:08 main:574] : INFO : Epoch 1564 | loss: 0.0311869 | val_loss: 0.0311896 | Time: 1669.05 ms
[2021-12-27 17:54:09 main:574] : INFO : Epoch 1565 | loss: 0.0311851 | val_loss: 0.0311884 | Time: 1671.29 ms
[2021-12-27 17:54:11 main:574] : INFO : Epoch 1566 | loss: 0.0311833 | val_loss: 0.0311916 | Time: 1686.64 ms
[2021-12-27 17:54:13 main:574] : INFO : Epoch 1567 | loss: 0.031184 | val_loss: 0.031195 | Time: 1737.76 ms
[2021-12-27 17:54:15 main:574] : INFO : Epoch 1568 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 1676.54 ms
[2021-12-27 17:54:16 main:574] : INFO : Epoch 1569 | loss: 0.0311845 | val_loss: 0.0311922 | Time: 1679.53 ms
[2021-12-27 17:54:18 main:574] : INFO : Epoch 1570 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 1678.94 ms
[2021-12-27 17:54:20 main:574] : INFO : Epoch 1571 | loss: 0.0311847 | val_loss: 0.031191 | Time: 1678.36 ms
[2021-12-27 17:54:21 main:574] : INFO : Epoch 1572 | loss: 0.0311861 | val_loss: 0.0311927 | Time: 1676.19 ms
[2021-12-27 17:54:23 main:574] : INFO : Epoch 1573 | loss: 0.0311843 | val_loss: 0.0311913 | Time: 1665.86 ms
[2021-12-27 17:54:25 main:574] : INFO : Epoch 1574 | loss: 0.031183 | val_loss: 0.0311885 | Time: 1668.09 ms
[2021-12-27 17:54:26 main:574] : INFO : Epoch 1575 | loss: 0.031182 | val_loss: 0.0311881 | Time: 1705.86 ms
[2021-12-27 17:54:28 main:574] : INFO : Epoch 1576 | loss: 0.0311833 | val_loss: 0.0311898 | Time: 1655.67 ms
[2021-12-27 17:54:30 main:574] : INFO : Epoch 1577 | loss: 0.0311826 | val_loss: 0.0311875 | Time: 1691.88 ms
[2021-12-27 17:54:31 main:574] : INFO : Epoch 1578 | loss: 0.0311815 | val_loss: 0.0311883 | Time: 1666.65 ms
[2021-12-27 17:54:33 main:574] : INFO : Epoch 1579 | loss: 0.0311833 | val_loss: 0.031192 | Time: 1666.7 ms
[2021-12-27 17:54:35 main:574] : INFO : Epoch 1580 | loss: 0.031182 | val_loss: 0.0311939 | Time: 1680.93 ms
[2021-12-27 17:54:36 main:574] : INFO : Epoch 1581 | loss: 0.0311845 | val_loss: 0.0311902 | Time: 1681.68 ms
[2021-12-27 17:54:38 main:574] : INFO : Epoch 1582 | loss: 0.031182 | val_loss: 0.0311872 | Time: 1686.78 ms
[2021-12-27 17:54:40 main:574] : INFO : Epoch 1583 | loss: 0.0311807 | val_loss: 0.0311916 | Time: 1695.28 ms
[2021-12-27 17:54:41 main:574] : INFO : Epoch 1584 | loss: 0.0311833 | val_loss: 0.031191 | Time: 1676.47 ms
[2021-12-27 17:54:43 main:574] : INFO : Epoch 1585 | loss: 0.0311841 | val_loss: 0.0311877 | Time: 1705.41 ms
[2021-12-27 17:54:45 main:574] : INFO : Epoch 1586 | loss: 0.031186 | val_loss: 0.0311921 | Time: 1699.4 ms
[2021-12-27 17:54:47 main:574] : INFO : Epoch 1587 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 1714.54 ms
[2021-12-27 17:54:48 main:574] : INFO : Epoch 1588 | loss: 0.031177 | val_loss: 0.0311877 | Time: 1709.49 ms
[2021-12-27 17:54:50 main:574] : INFO : Epoch 1589 | loss: 0.0311765 | val_loss: 0.031189 | Time: 1668.4 ms
[2021-12-27 17:54:52 main:574] : INFO : Epoch 1590 | loss: 0.0311805 | val_loss: 0.0311857 | Time: 1729.66 ms
[2021-12-27 17:54:53 main:574] : INFO : Epoch 1591 | loss: 0.0311815 | val_loss: 0.031187 | Time: 1690.59 ms
[2021-12-27 17:54:55 main:574] : INFO : Epoch 1592 | loss: 0.0311816 | val_loss: 0.031184 | Time: 1696.49 ms
[2021-12-27 17:54:57 main:574] : INFO : Epoch 1593 | loss: 0.0311795 | val_loss: 0.0311923 | Time: 1666.59 ms
[2021-12-27 17:54:58 main:574] : INFO : Epoch 1594 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1663.9 ms
[2021-12-27 17:55:00 main:574] : INFO : Epoch 1595 | loss: 0.031179 | val_loss: 0.0311838 | Time: 1681.01 ms
[2021-12-27 17:55:02 main:574] : INFO : Epoch 1596 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 1657.86 ms
[2021-12-27 17:55:03 main:574] : INFO : Epoch 1597 | loss: 0.0311776 | val_loss: 0.0311877 | Time: 1663.74 ms
[2021-12-27 17:55:05 main:574] : INFO : Epoch 1598 | loss: 0.031181 | val_loss: 0.0311846 | Time: 1662.91 ms
[2021-12-27 17:55:07 main:574] : INFO : Epoch 1599 | loss: 0.0311799 | val_loss: 0.031185 | Time: 1693.79 ms
[2021-12-27 17:55:08 main:574] : INFO : Epoch 1600 | loss: 0.0311779 | val_loss: 0.0311845 | Time: 1661 ms
[2021-12-27 17:55:10 main:574] : INFO : Epoch 1601 | loss: 0.0311795 | val_loss: 0.0311839 | Time: 1681.34 ms
[2021-12-27 17:55:12 main:574] : INFO : Epoch 1602 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 1668.17 ms
[2021-12-27 17:55:14 main:574] : INFO : Epoch 1603 | loss: 0.0311776 | val_loss: 0.0311858 | Time: 1661.42 ms
[2021-12-27 17:55:15 main:574] : INFO : Epoch 1604 | loss: 0.031177 | val_loss: 0.0311837 | Time: 1687.86 ms
[2021-12-27 17:55:17 main:574] : INFO : Epoch 1605 | loss: 0.0311764 | val_loss: 0.0311943 | Time: 1690.49 ms
[2021-12-27 17:55:19 main:574] : INFO : Epoch 1606 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 1675.64 ms
[2021-12-27 17:55:20 main:574] : INFO : Epoch 1607 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 1695.52 ms
[2021-12-27 17:55:22 main:574] : INFO : Epoch 1608 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 1688.84 ms
[2021-12-27 17:55:24 main:574] : INFO : Epoch 1609 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 1670.56 ms
[2021-12-27 17:55:25 main:574] : INFO : Epoch 1610 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 1667.58 ms
[2021-12-27 17:55:27 main:574] : INFO : Epoch 1611 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 1657.01 ms
[2021-12-27 17:55:29 main:574] : INFO : Epoch 1612 | loss: 0.031175 | val_loss: 0.0311863 | Time: 1661.48 ms
[2021-12-27 17:55:30 main:574] : INFO : Epoch 1613 | loss: 0.0311753 | val_loss: 0.0311846 | Time: 1662.83 ms
[2021-12-27 17:55:32 main:574] : INFO : Epoch 1614 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 1657.13 ms
[2021-12-27 17:55:34 main:574] : INFO : Epoch 1615 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 1662.79 ms
[2021-12-27 17:55:35 main:574] : INFO : Epoch 1616 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 1659.48 ms
[2021-12-27 17:55:37 main:574] : INFO : Epoch 1617 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 1663.8 ms
[2021-12-27 17:55:39 main:574] : INFO : Epoch 1618 | loss: 0.0311734 | val_loss: 0.0311823 | Time: 1664.38 ms
[2021-12-27 17:55:40 main:574] : INFO : Epoch 1619 | loss: 0.0311753 | val_loss: 0.0311823 | Time: 1662.2 ms
[2021-12-27 17:55:42 main:574] : INFO : Epoch 1620 | loss: 0.0311719 | val_loss: 0.0311812 | Time: 1658.17 ms
[2021-12-27 17:55:44 main:574] : INFO : Epoch 1621 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 1659.46 ms
[2021-12-27 17:55:45 main:574] : INFO : Epoch 1622 | loss: 0.0311717 | val_loss: 0.031183 | Time: 1665.54 ms
[2021-12-27 17:55:47 main:574] : INFO : Epoch 1623 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 1659.08 ms
[2021-12-27 17:55:49 main:574] : INFO : Epoch 1624 | loss: 0.0311716 | val_loss: 0.0311811 | Time: 1660.66 ms
[2021-12-27 17:55:50 main:574] : INFO : Epoch 1625 | loss: 0.031175 | val_loss: 0.0311832 | Time: 1658.37 ms
[2021-12-27 17:55:52 main:574] : INFO : Epoch 1626 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 1663.97 ms
[2021-12-27 17:55:54 main:574] : INFO : Epoch 1627 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 1657.6 ms
[2021-12-27 17:55:55 main:574] : INFO : Epoch 1628 | loss: 0.0311727 | val_loss: 0.0311816 | Time: 1655.05 ms
[2021-12-27 17:55:57 main:574] : INFO : Epoch 1629 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 1663.95 ms
[2021-12-27 17:55:59 main:574] : INFO : Epoch 1630 | loss: 0.0311746 | val_loss: 0.0311884 | Time: 1663.84 ms
[2021-12-27 17:56:00 main:574] : INFO : Epoch 1631 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1662.02 ms
[2021-12-27 17:56:02 main:574] : INFO : Epoch 1632 | loss: 0.0311729 | val_loss: 0.0311859 | Time: 1664.63 ms
[2021-12-27 17:56:04 main:574] : INFO : Epoch 1633 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 1663.1 ms
[2021-12-27 17:56:05 main:574] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 1658.85 ms
[2021-12-27 17:56:07 main:574] : INFO : Epoch 1635 | loss: 0.0311698 | val_loss: 0.0311798 | Time: 1662.74 ms
[2021-12-27 17:56:09 main:574] : INFO : Epoch 1636 | loss: 0.0311684 | val_loss: 0.0311793 | Time: 1657.82 ms
[2021-12-27 17:56:10 main:574] : INFO : Epoch 1637 | loss: 0.0311743 | val_loss: 0.031187 | Time: 1661.28 ms
[2021-12-27 17:56:12 main:574] : INFO : Epoch 1638 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 1657.49 ms
[2021-12-27 17:56:14 main:574] : INFO : Epoch 1639 | loss: 0.0311742 | val_loss: 0.03118 | Time: 1662.7 ms
[2021-12-27 17:56:15 main:574] : INFO : Epoch 1640 | loss: 0.0311718 | val_loss: 0.0311823 | Time: 1658.27 ms
[2021-12-27 17:56:17 main:574] : INFO : Epoch 1641 | loss: 0.03117 | val_loss: 0.0311803 | Time: 1657.15 ms
[2021-12-27 17:56:19 main:574] : INFO : Epoch 1642 | loss: 0.0311707 | val_loss: 0.0311841 | Time: 1663.11 ms
[2021-12-27 17:56:20 main:574] : INFO : Epoch 1643 | loss: 0.0311691 | val_loss: 0.0311797 | Time: 1661.51 ms
[2021-12-27 17:56:22 main:574] : INFO : Epoch 1644 | loss: 0.0311692 | val_loss: 0.0311795 | Time: 1664.63 ms
[2021-12-27 17:56:24 main:574] : INFO : Epoch 1645 | loss: 0.031167 | val_loss: 0.0311835 | Time: 1663.3 ms
[2021-12-27 17:56:25 main:574] : INFO : Epoch 1646 | loss: 0.0311722 | val_loss: 0.0311844 | Time: 1659.1 ms
[2021-12-27 17:56:27 main:574] : INFO : Epoch 1647 | loss: 0.0311705 | val_loss: 0.031182 | Time: 1664.44 ms
[2021-12-27 17:56:29 main:574] : INFO : Epoch 1648 | loss: 0.0311673 | val_loss: 0.0311812 | Time: 1655.91 ms
[2021-12-27 17:56:30 main:574] : INFO : Epoch 1649 | loss: 0.03117 | val_loss: 0.0311794 | Time: 1663.35 ms
[2021-12-27 17:56:32 main:574] : INFO : Epoch 1650 | loss: 0.0311668 | val_loss: 0.0311793 | Time: 1662.05 ms
[2021-12-27 17:56:34 main:574] : INFO : Epoch 1651 | loss: 0.0311667 | val_loss: 0.0311807 | Time: 1662.94 ms
[2021-12-27 17:56:35 main:574] : INFO : Epoch 1652 | loss: 0.0311664 | val_loss: 0.0311789 | Time: 1664.86 ms
[2021-12-27 17:56:37 main:574] : INFO : Epoch 1653 | loss: 0.0311664 | val_loss: 0.0311796 | Time: 1665.55 ms
[2021-12-27 17:56:39 main:574] : INFO : Epoch 1654 | loss: 0.0311663 | val_loss: 0.0311817 | Time: 1661.5 ms
[2021-12-27 17:56:40 main:574] : INFO : Epoch 1655 | loss: 0.0311695 | val_loss: 0.0311788 | Time: 1687 ms
[2021-12-27 17:56:42 main:574] : INFO : Epoch 1656 | loss: 0.0311663 | val_loss: 0.0311788 | Time: 1687.41 ms
[2021-12-27 17:56:44 main:574] : INFO : Epoch 1657 | loss: 0.0311676 | val_loss: 0.0311822 | Time: 1728.31 ms
[2021-12-27 17:56:45 main:574] : INFO : Epoch 1658 | loss: 0.0311679 | val_loss: 0.031179 | Time: 1692.2 ms
[2021-12-27 17:56:47 main:574] : INFO : Epoch 1659 | loss: 0.0311648 | val_loss: 0.031178 | Time: 1679.5 ms
[2021-12-27 17:56:49 main:574] : INFO : Epoch 1660 | loss: 0.0311655 | val_loss: 0.0311801 | Time: 1662.39 ms
[2021-12-27 17:56:50 main:574] : INFO : Epoch 1661 | loss: 0.0311639 | val_loss: 0.0311817 | Time: 1663.91 ms
[2021-12-27 17:56:52 main:574] : INFO : Epoch 1662 | loss: 0.0311645 | val_loss: 0.0311828 | Time: 1659.55 ms
[2021-12-27 17:56:54 main:574] : INFO : Epoch 1663 | loss: 0.0311652 | val_loss: 0.0311814 | Time: 1668.86 ms
[2021-12-27 17:56:55 main:574] : INFO : Epoch 1664 | loss: 0.0311664 | val_loss: 0.0311812 | Time: 1691.55 ms
[2021-12-27 17:56:57 main:574] : INFO : Epoch 1665 | loss: 0.0311685 | val_loss: 0.031191 | Time: 1686.68 ms
[2021-12-27 17:56:59 main:574] : INFO : Epoch 1666 | loss: 0.0311668 | val_loss: 0.0311803 | Time: 1658.18 ms
[2021-12-27 17:57:00 main:574] : INFO : Epoch 1667 | loss: 0.0311654 | val_loss: 0.0311796 | Time: 1663.85 ms
[2021-12-27 17:57:02 main:574] : INFO : Epoch 1668 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1681.11 ms
[2021-12-27 17:57:04 main:574] : INFO : Epoch 1669 | loss: 0.0311641 | val_loss: 0.0311798 | Time: 1664.09 ms
[2021-12-27 17:57:05 main:574] : INFO : Epoch 1670 | loss: 0.0311662 | val_loss: 0.0311807 | Time: 1672.13 ms
[2021-12-27 17:57:07 main:574] : INFO : Epoch 1671 | loss: 0.0311654 | val_loss: 0.0311852 | Time: 1687.73 ms
[2021-12-27 17:57:09 main:574] : INFO : Epoch 1672 | loss: 0.0311664 | val_loss: 0.031178 | Time: 1671.55 ms
[2021-12-27 17:57:10 main:574] : INFO : Epoch 1673 | loss: 0.0311637 | val_loss: 0.0311783 | Time: 1682.86 ms
[2021-12-27 17:57:12 main:574] : INFO : Epoch 1674 | loss: 0.0311646 | val_loss: 0.0311794 | Time: 1669.74 ms
[2021-12-27 17:57:14 main:574] : INFO : Epoch 1675 | loss: 0.0311659 | val_loss: 0.0311929 | Time: 1675.18 ms
[2021-12-27 17:57:15 main:574] : INFO : Epoch 1676 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 1664.18 ms
[2021-12-27 17:57:17 main:574] : INFO : Epoch 1677 | loss: 0.0311629 | val_loss: 0.0311781 | Time: 1663.99 ms
[2021-12-27 17:57:19 main:574] : INFO : Epoch 1678 | loss: 0.0311619 | val_loss: 0.031178 | Time: 1681.09 ms
[2021-12-27 17:57:21 main:574] : INFO : Epoch 1679 | loss: 0.0311617 | val_loss: 0.0311751 | Time: 1688.03 ms
[2021-12-27 17:57:22 main:574] : INFO : Epoch 1680 | loss: 0.031163 | val_loss: 0.0311788 | Time: 1657.08 ms
[2021-12-27 17:57:24 main:574] : INFO : Epoch 1681 | loss: 0.0311652 | val_loss: 0.0311761 | Time: 1680.95 ms
[2021-12-27 17:57:26 main:574] : INFO : Epoch 1682 | loss: 0.0311613 | val_loss: 0.0311762 | Time: 1679.13 ms
[2021-12-27 17:57:27 main:574] : INFO : Epoch 1683 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 1672.03 ms
[2021-12-27 17:57:29 main:574] : INFO : Epoch 1684 | loss: 0.0311649 | val_loss: 0.0311841 | Time: 1666.14 ms
[2021-12-27 17:57:31 main:574] : INFO : Epoch 1685 | loss: 0.0311845 | val_loss: 0.0311858 | Time: 1664.63 ms
[2021-12-27 17:57:32 main:574] : INFO : Epoch 1686 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 1664.22 ms
[2021-12-27 17:57:34 main:574] : INFO : Epoch 1687 | loss: 0.0311841 | val_loss: 0.0311809 | Time: 1661.09 ms
[2021-12-27 17:57:36 main:574] : INFO : Epoch 1688 | loss: 0.0311809 | val_loss: 0.0311787 | Time: 1660.78 ms
[2021-12-27 17:57:37 main:574] : INFO : Epoch 1689 | loss: 0.03118 | val_loss: 0.0311775 | Time: 1669.8 ms
[2021-12-27 17:57:39 main:574] : INFO : Epoch 1690 | loss: 0.0311789 | val_loss: 0.0311765 | Time: 1669.48 ms
[2021-12-27 17:57:41 main:574] : INFO : Epoch 1691 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 1665.11 ms
[2021-12-27 17:57:42 main:574] : INFO : Epoch 1692 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 1657.81 ms
[2021-12-27 17:57:44 main:574] : INFO : Epoch 1693 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 1661.3 ms
[2021-12-27 17:57:46 main:574] : INFO : Epoch 1694 | loss: 0.031179 | val_loss: 0.0311747 | Time: 1659.01 ms
[2021-12-27 17:57:47 main:574] : INFO : Epoch 1695 | loss: 0.0311735 | val_loss: 0.0311737 | Time: 1672.44 ms
[2021-12-27 17:57:49 main:574] : INFO : Epoch 1696 | loss: 0.031172 | val_loss: 0.0311743 | Time: 1655.71 ms
[2021-12-27 17:57:51 main:574] : INFO : Epoch 1697 | loss: 0.0311733 | val_loss: 0.0311764 | Time: 1660.12 ms
[2021-12-27 17:57:52 main:574] : INFO : Epoch 1698 | loss: 0.0311715 | val_loss: 0.0311727 | Time: 1666.66 ms
[2021-12-27 17:57:54 main:574] : INFO : Epoch 1699 | loss: 0.03117 | val_loss: 0.0311729 | Time: 1655.81 ms
[2021-12-27 17:57:56 main:574] : INFO : Epoch 1700 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 1658.46 ms
[2021-12-27 17:57:57 main:574] : INFO : Epoch 1701 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 1663.78 ms
[2021-12-27 17:57:59 main:574] : INFO : Epoch 1702 | loss: 0.0311718 | val_loss: 0.0311801 | Time: 1660.45 ms
[2021-12-27 17:58:01 main:574] : INFO : Epoch 1703 | loss: 0.0311737 | val_loss: 0.0311718 | Time: 1699.28 ms
[2021-12-27 17:58:02 main:574] : INFO : Epoch 1704 | loss: 0.0311695 | val_loss: 0.0311713 | Time: 1700.13 ms
[2021-12-27 17:58:04 main:574] : INFO : Epoch 1705 | loss: 0.0311676 | val_loss: 0.0311706 | Time: 1670.54 ms
[2021-12-27 17:58:06 main:574] : INFO : Epoch 1706 | loss: 0.0311665 | val_loss: 0.0311695 | Time: 1686.6 ms
[2021-12-27 17:58:07 main:574] : INFO : Epoch 1707 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 1676.25 ms
[2021-12-27 17:58:09 main:574] : INFO : Epoch 1708 | loss: 0.0311664 | val_loss: 0.0311703 | Time: 1667.87 ms
[2021-12-27 17:58:11 main:574] : INFO : Epoch 1709 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 1686.76 ms
[2021-12-27 17:58:12 main:574] : INFO : Epoch 1710 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 1663.57 ms
[2021-12-27 17:58:14 main:574] : INFO : Epoch 1711 | loss: 0.0311668 | val_loss: 0.031171 | Time: 1657.5 ms
[2021-12-27 17:58:16 main:574] : INFO : Epoch 1712 | loss: 0.031167 | val_loss: 0.031173 | Time: 1656.98 ms
[2021-12-27 17:58:17 main:574] : INFO : Epoch 1713 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 1660.94 ms
[2021-12-27 17:58:19 main:574] : INFO : Epoch 1714 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 1667.34 ms
[2021-12-27 17:58:21 main:574] : INFO : Epoch 1715 | loss: 0.0311635 | val_loss: 0.0311688 | Time: 1705.01 ms
[2021-12-27 17:58:22 main:574] : INFO : Epoch 1716 | loss: 0.0311622 | val_loss: 0.0311698 | Time: 1666.25 ms
[2021-12-27 17:58:24 main:574] : INFO : Epoch 1717 | loss: 0.0311631 | val_loss: 0.0311687 | Time: 1661.56 ms
[2021-12-27 17:58:26 main:574] : INFO : Epoch 1718 | loss: 0.031168 | val_loss: 0.0311746 | Time: 1664.98 ms
[2021-12-27 17:58:27 main:574] : INFO : Epoch 1719 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 1719.11 ms
[2021-12-27 17:58:29 main:574] : INFO : Epoch 1720 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 1666.16 ms
[2021-12-27 17:58:31 main:574] : INFO : Epoch 1721 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 1696.76 ms
[2021-12-27 17:58:32 main:574] : INFO : Epoch 1722 | loss: 0.0311606 | val_loss: 0.0311691 | Time: 1692.98 ms
[2021-12-27 17:58:34 main:574] : INFO : Epoch 1723 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 1661.86 ms
[2021-12-27 17:58:36 main:574] : INFO : Epoch 1724 | loss: 0.0311621 | val_loss: 0.0311751 | Time: 1657.09 ms
[2021-12-27 17:58:37 main:574] : INFO : Epoch 1725 | loss: 0.0311612 | val_loss: 0.0311734 | Time: 1662.39 ms
[2021-12-27 17:58:39 main:574] : INFO : Epoch 1726 | loss: 0.03116 | val_loss: 0.03117 | Time: 1658.92 ms
[2021-12-27 17:58:41 main:574] : INFO : Epoch 1727 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 1662.74 ms
[2021-12-27 17:58:42 main:574] : INFO : Epoch 1728 | loss: 0.0311572 | val_loss: 0.0311683 | Time: 1661.48 ms
[2021-12-27 17:58:44 main:574] : INFO : Epoch 1729 | loss: 0.0311579 | val_loss: 0.0311747 | Time: 1666.98 ms
[2021-12-27 17:58:46 main:574] : INFO : Epoch 1730 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 1664.21 ms
[2021-12-27 17:58:47 main:574] : INFO : Epoch 1731 | loss: 0.0311585 | val_loss: 0.0311686 | Time: 1663.38 ms
[2021-12-27 17:58:49 main:574] : INFO : Epoch 1732 | loss: 0.0311582 | val_loss: 0.0311693 | Time: 1662.23 ms
[2021-12-27 17:58:51 main:574] : INFO : Epoch 1733 | loss: 0.0311574 | val_loss: 0.0311688 | Time: 1665.56 ms
[2021-12-27 17:58:52 main:574] : INFO : Epoch 1734 | loss: 0.0311569 | val_loss: 0.0311704 | Time: 1657.87 ms
[2021-12-27 17:58:54 main:574] : INFO : Epoch 1735 | loss: 0.0311563 | val_loss: 0.031169 | Time: 1657.27 ms
[2021-12-27 17:58:56 main:574] : INFO : Epoch 1736 | loss: 0.0311555 | val_loss: 0.0311695 | Time: 1653.94 ms
[2021-12-27 17:58:57 main:574] : INFO : Epoch 1737 | loss: 0.031155 | val_loss: 0.0311703 | Time: 1659.28 ms
[2021-12-27 17:58:59 main:574] : INFO : Epoch 1738 | loss: 0.0311585 | val_loss: 0.0311708 | Time: 1660.26 ms
[2021-12-27 17:59:01 main:574] : INFO : Epoch 1739 | loss: 0.0311562 | val_loss: 0.0311665 | Time: 1662.1 ms
[2021-12-27 17:59:02 main:574] : INFO : Epoch 1740 | loss: 0.0311543 | val_loss: 0.0311695 | Time: 1657.77 ms
[2021-12-27 17:59:04 main:574] : INFO : Epoch 1741 | loss: 0.0311561 | val_loss: 0.0311658 | Time: 1664.97 ms
[2021-12-27 17:59:06 main:574] : INFO : Epoch 1742 | loss: 0.0311551 | val_loss: 0.0311716 | Time: 1654.56 ms
[2021-12-27 17:59:07 main:574] : INFO : Epoch 1743 | loss: 0.031155 | val_loss: 0.0311728 | Time: 1671.86 ms
[2021-12-27 17:59:09 main:574] : INFO : Epoch 1744 | loss: 0.0311568 | val_loss: 0.0311668 | Time: 1677.69 ms
[2021-12-27 17:59:11 main:574] : INFO : Epoch 1745 | loss: 0.0311533 | val_loss: 0.0311665 | Time: 1710.59 ms
[2021-12-27 17:59:13 main:574] : INFO : Epoch 1746 | loss: 0.0311553 | val_loss: 0.0311726 | Time: 1716.99 ms
[2021-12-27 17:59:14 main:574] : INFO : Epoch 1747 | loss: 0.0311546 | val_loss: 0.031173 | Time: 1717.21 ms
[2021-12-27 17:59:16 main:574] : INFO : Epoch 1748 | loss: 0.0311521 | val_loss: 0.0311663 | Time: 1708.41 ms
[2021-12-27 17:59:18 main:574] : INFO : Epoch 1749 | loss: 0.0311511 | val_loss: 0.0311723 | Time: 1672.09 ms
[2021-12-27 17:59:19 main:574] : INFO : Epoch 1750 | loss: 0.0311535 | val_loss: 0.0311674 | Time: 1660.28 ms
[2021-12-27 17:59:21 main:574] : INFO : Epoch 1751 | loss: 0.0311524 | val_loss: 0.0311699 | Time: 1674.03 ms
[2021-12-27 17:59:23 main:574] : INFO : Epoch 1752 | loss: 0.0311521 | val_loss: 0.0311681 | Time: 1683.14 ms
[2021-12-27 17:59:24 main:574] : INFO : Epoch 1753 | loss: 0.0311544 | val_loss: 0.0311704 | Time: 1663.95 ms
[2021-12-27 17:59:26 main:574] : INFO : Epoch 1754 | loss: 0.031155 | val_loss: 0.0311694 | Time: 1681.81 ms
[2021-12-27 17:59:28 main:574] : INFO : Epoch 1755 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 1683.76 ms
[2021-12-27 17:59:29 main:574] : INFO : Epoch 1756 | loss: 0.0311527 | val_loss: 0.0311698 | Time: 1674.75 ms
[2021-12-27 17:59:31 main:574] : INFO : Epoch 1757 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 1665.36 ms
[2021-12-27 17:59:33 main:574] : INFO : Epoch 1758 | loss: 0.0311498 | val_loss: 0.0311699 | Time: 1681.73 ms
[2021-12-27 17:59:34 main:574] : INFO : Epoch 1759 | loss: 0.0311483 | val_loss: 0.0311698 | Time: 1676.64 ms
[2021-12-27 17:59:36 main:574] : INFO : Epoch 1760 | loss: 0.0311485 | val_loss: 0.0311727 | Time: 1676.63 ms
[2021-12-27 17:59:38 main:574] : INFO : Epoch 1761 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 1681.47 ms
[2021-12-27 17:59:39 main:574] : INFO : Epoch 1762 | loss: 0.0311517 | val_loss: 0.03117 | Time: 1682.47 ms
[2021-12-27 17:59:41 main:574] : INFO : Epoch 1763 | loss: 0.03115 | val_loss: 0.0311685 | Time: 1676.82 ms
[2021-12-27 17:59:43 main:574] : INFO : Epoch 1764 | loss: 0.0311496 | val_loss: 0.0311721 | Time: 1704.44 ms
[2021-12-27 17:59:45 main:574] : INFO : Epoch 1765 | loss: 0.0311553 | val_loss: 0.0311736 | Time: 1704.2 ms
[2021-12-27 17:59:46 main:574] : INFO : Epoch 1766 | loss: 0.0311508 | val_loss: 0.0311685 | Time: 1769.07 ms
[2021-12-27 17:59:48 main:574] : INFO : Epoch 1767 | loss: 0.0311512 | val_loss: 0.0311735 | Time: 1747.32 ms
[2021-12-27 17:59:50 main:574] : INFO : Epoch 1768 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 1705.36 ms
[2021-12-27 17:59:51 main:574] : INFO : Epoch 1769 | loss: 0.0311516 | val_loss: 0.0311688 | Time: 1666.49 ms
[2021-12-27 17:59:53 main:574] : INFO : Epoch 1770 | loss: 0.0311485 | val_loss: 0.0311707 | Time: 1686.35 ms
[2021-12-27 17:59:55 main:574] : INFO : Epoch 1771 | loss: 0.0311511 | val_loss: 0.0311746 | Time: 1754.98 ms
[2021-12-27 17:59:57 main:574] : INFO : Epoch 1772 | loss: 0.0311496 | val_loss: 0.0311699 | Time: 1764.65 ms
[2021-12-27 17:59:58 main:574] : INFO : Epoch 1773 | loss: 0.0311466 | val_loss: 0.0311707 | Time: 1762.33 ms
[2021-12-27 18:00:00 main:574] : INFO : Epoch 1774 | loss: 0.0311463 | val_loss: 0.0311773 | Time: 1730.91 ms
[2021-12-27 18:00:02 main:574] : INFO : Epoch 1775 | loss: 0.0311477 | val_loss: 0.0311722 | Time: 1766.49 ms
[2021-12-27 18:00:04 main:574] : INFO : Epoch 1776 | loss: 0.0311468 | val_loss: 0.0311681 | Time: 1761.4 ms
[2021-12-27 18:00:05 main:574] : INFO : Epoch 1777 | loss: 0.0311457 | val_loss: 0.0311708 | Time: 1721.27 ms
[2021-12-27 18:00:07 main:574] : INFO : Epoch 1778 | loss: 0.031146 | val_loss: 0.0311731 | Time: 1669.92 ms
[2021-12-27 18:00:09 main:574] : INFO : Epoch 1779 | loss: 0.0311488 | val_loss: 0.0311756 | Time: 1673.16 ms
[2021-12-27 18:00:11 main:574] : INFO : Epoch 1780 | loss: 0.0311481 | val_loss: 0.0311672 | Time: 1714.37 ms
[2021-12-27 18:00:12 main:574] : INFO : Epoch 1781 | loss: 0.0311462 | val_loss: 0.0311708 | Time: 1772.18 ms
[2021-12-27 18:00:14 main:574] : INFO : Epoch 1782 | loss: 0.0311471 | val_loss: 0.0311707 | Time: 1762.34 ms
[2021-12-27 18:00:16 main:574] : INFO : Epoch 1783 | loss: 0.031147 | val_loss: 0.0311731 | Time: 1736.79 ms
[2021-12-27 18:00:17 main:574] : INFO : Epoch 1784 | loss: 0.0311454 | val_loss: 0.0311785 | Time: 1688.72 ms
[2021-12-27 18:00:19 main:574] : INFO : Epoch 1785 | loss: 0.0311478 | val_loss: 0.0311735 | Time: 1663.57 ms
[2021-12-27 18:00:21 main:574] : INFO : Epoch 1786 | loss: 0.0311441 | val_loss: 0.0311729 | Time: 1660.83 ms
[2021-12-27 18:00:22 main:574] : INFO : Epoch 1787 | loss: 0.0311488 | val_loss: 0.0311714 | Time: 1660.78 ms
[2021-12-27 18:00:24 main:574] : INFO : Epoch 1788 | loss: 0.0311495 | val_loss: 0.0311723 | Time: 1662.3 ms
[2021-12-27 18:00:26 main:574] : INFO : Epoch 1789 | loss: 0.0311487 | val_loss: 0.0311753 | Time: 1659.15 ms
[2021-12-27 18:00:28 main:574] : INFO : Epoch 1790 | loss: 0.0311445 | val_loss: 0.0311714 | Time: 1705.45 ms
[2021-12-27 18:00:29 main:574] : INFO : Epoch 1791 | loss: 0.0311442 | val_loss: 0.0311761 | Time: 1708.1 ms
[2021-12-27 18:00:31 main:574] : INFO : Epoch 1792 | loss: 0.0311431 | val_loss: 0.0311697 | Time: 1757.77 ms
[2021-12-27 18:00:33 main:574] : INFO : Epoch 1793 | loss: 0.0311437 | val_loss: 0.0311747 | Time: 1709.41 ms
[2021-12-27 18:00:34 main:574] : INFO : Epoch 1794 | loss: 0.0311452 | val_loss: 0.0311794 | Time: 1711.86 ms
[2021-12-27 18:00:36 main:574] : INFO : Epoch 1795 | loss: 0.0311452 | val_loss: 0.0311768 | Time: 1752.51 ms
[2021-12-27 18:00:38 main:574] : INFO : Epoch 1796 | loss: 0.0311462 | val_loss: 0.0311753 | Time: 1694.28 ms
[2021-12-27 18:00:40 main:574] : INFO : Epoch 1797 | loss: 0.0311463 | val_loss: 0.0311704 | Time: 1667.44 ms
[2021-12-27 18:00:41 main:574] : INFO : Epoch 1798 | loss: 0.0311466 | val_loss: 0.0311677 | Time: 1661.51 ms
[2021-12-27 18:00:43 main:574] : INFO : Epoch 1799 | loss: 0.0311437 | val_loss: 0.0311717 | Time: 1657.97 ms
[2021-12-27 18:00:45 main:574] : INFO : Epoch 1800 | loss: 0.0311421 | val_loss: 0.0311759 | Time: 1658.64 ms
[2021-12-27 18:00:46 main:574] : INFO : Epoch 1801 | loss: 0.031142 | val_loss: 0.0311693 | Time: 1659.4 ms
[2021-12-27 18:00:48 main:574] : INFO : Epoch 1802 | loss: 0.0311424 | val_loss: 0.0311748 | Time: 1664.42 ms
[2021-12-27 18:00:50 main:574] : INFO : Epoch 1803 | loss: 0.0311423 | val_loss: 0.0311742 | Time: 1666.27 ms
[2021-12-27 18:00:51 main:574] : INFO : Epoch 1804 | loss: 0.0311456 | val_loss: 0.0311752 | Time: 1733.72 ms
[2021-12-27 18:00:53 main:574] : INFO : Epoch 1805 | loss: 0.0311426 | val_loss: 0.0311725 | Time: 1740.83 ms
[2021-12-27 18:00:55 main:574] : INFO : Epoch 1806 | loss: 0.0311489 | val_loss: 0.0311748 | Time: 1680.76 ms
[2021-12-27 18:00:56 main:574] : INFO : Epoch 1807 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 1756.31 ms
[2021-12-27 18:00:58 main:574] : INFO : Epoch 1808 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 1725.89 ms
[2021-12-27 18:01:00 main:574] : INFO : Epoch 1809 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 1662.15 ms
[2021-12-27 18:01:02 main:574] : INFO : Epoch 1810 | loss: 0.031148 | val_loss: 0.0311766 | Time: 1715.83 ms
[2021-12-27 18:01:03 main:574] : INFO : Epoch 1811 | loss: 0.0311452 | val_loss: 0.0311696 | Time: 1748.67 ms
[2021-12-27 18:01:05 main:574] : INFO : Epoch 1812 | loss: 0.0311437 | val_loss: 0.0311714 | Time: 1772.06 ms
[2021-12-27 18:01:07 main:574] : INFO : Epoch 1813 | loss: 0.0311432 | val_loss: 0.0311746 | Time: 1683.37 ms
[2021-12-27 18:01:08 main:574] : INFO : Epoch 1814 | loss: 0.0311602 | val_loss: 0.0311745 | Time: 1656.19 ms
[2021-12-27 18:01:10 main:574] : INFO : Epoch 1815 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 1661.2 ms
[2021-12-27 18:01:12 main:574] : INFO : Epoch 1816 | loss: 0.031153 | val_loss: 0.0311685 | Time: 1661.65 ms
[2021-12-27 18:01:13 main:574] : INFO : Epoch 1817 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1670.79 ms
[2021-12-27 18:01:15 main:574] : INFO : Epoch 1818 | loss: 0.031162 | val_loss: 0.0311659 | Time: 1697.36 ms
[2021-12-27 18:01:17 main:574] : INFO : Epoch 1819 | loss: 0.0311532 | val_loss: 0.0311672 | Time: 1679.12 ms
[2021-12-27 18:01:18 main:574] : INFO : Epoch 1820 | loss: 0.0311475 | val_loss: 0.0311677 | Time: 1665.45 ms
[2021-12-27 18:01:20 main:574] : INFO : Epoch 1821 | loss: 0.0311497 | val_loss: 0.0311714 | Time: 1665.4 ms
[2021-12-27 18:01:22 main:574] : INFO : Epoch 1822 | loss: 0.0311449 | val_loss: 0.0311733 | Time: 1663.19 ms
[2021-12-27 18:01:23 main:574] : INFO : Epoch 1823 | loss: 0.0311427 | val_loss: 0.0311765 | Time: 1670.83 ms
[2021-12-27 18:01:25 main:574] : INFO : Epoch 1824 | loss: 0.0311458 | val_loss: 0.0311714 | Time: 1662.81 ms
[2021-12-27 18:01:27 main:574] : INFO : Epoch 1825 | loss: 0.0311446 | val_loss: 0.0311696 | Time: 1673.12 ms
[2021-12-27 18:01:28 main:574] : INFO : Epoch 1826 | loss: 0.0311403 | val_loss: 0.0311711 | Time: 1665.26 ms
[2021-12-27 18:01:30 main:574] : INFO : Epoch 1827 | loss: 0.0311401 | val_loss: 0.0311734 | Time: 1653.73 ms
[2021-12-27 18:01:32 main:574] : INFO : Epoch 1828 | loss: 0.031144 | val_loss: 0.0311703 | Time: 1679.88 ms
[2021-12-27 18:01:33 main:574] : INFO : Epoch 1829 | loss: 0.0311463 | val_loss: 0.0311707 | Time: 1655.8 ms
[2021-12-27 18:01:35 main:574] : INFO : Epoch 1830 | loss: 0.0311432 | val_loss: 0.031176 | Time: 1669.12 ms
[2021-12-27 18:01:37 main:574] : INFO : Epoch 1831 | loss: 0.0311513 | val_loss: 0.0311685 | Time: 1668.8 ms
[2021-12-27 18:01:39 main:574] : INFO : Epoch 1832 | loss: 0.0311517 | val_loss: 0.0311661 | Time: 1711.7 ms
[2021-12-27 18:01:40 main:574] : INFO : Epoch 1833 | loss: 0.0311466 | val_loss: 0.03117 | Time: 1722.7 ms
[2021-12-27 18:01:42 main:574] : INFO : Epoch 1834 | loss: 0.0311455 | val_loss: 0.0311692 | Time: 1696.43 ms
[2021-12-27 18:01:44 main:574] : INFO : Epoch 1835 | loss: 0.031142 | val_loss: 0.0311694 | Time: 1658.96 ms
[2021-12-27 18:01:45 main:574] : INFO : Epoch 1836 | loss: 0.0311408 | val_loss: 0.0311701 | Time: 1662.95 ms
[2021-12-27 18:01:47 main:574] : INFO : Epoch 1837 | loss: 0.0311423 | val_loss: 0.0311762 | Time: 1660.22 ms
[2021-12-27 18:01:49 main:574] : INFO : Epoch 1838 | loss: 0.0311404 | val_loss: 0.0311715 | Time: 1661.04 ms
[2021-12-27 18:01:50 main:574] : INFO : Epoch 1839 | loss: 0.031141 | val_loss: 0.0311724 | Time: 1662.67 ms
[2021-12-27 18:01:52 main:574] : INFO : Epoch 1840 | loss: 0.0311393 | val_loss: 0.0311759 | Time: 1656.37 ms
[2021-12-27 18:01:54 main:574] : INFO : Epoch 1841 | loss: 0.0311386 | val_loss: 0.0311669 | Time: 1664.76 ms
[2021-12-27 18:01:55 main:574] : INFO : Epoch 1842 | loss: 0.0311377 | val_loss: 0.0311715 | Time: 1655.18 ms
[2021-12-27 18:01:57 main:574] : INFO : Epoch 1843 | loss: 0.0311389 | val_loss: 0.0311696 | Time: 1662.75 ms
[2021-12-27 18:01:59 main:574] : INFO : Epoch 1844 | loss: 0.0311372 | val_loss: 0.0311709 | Time: 1656.86 ms
[2021-12-27 18:02:00 main:574] : INFO : Epoch 1845 | loss: 0.0311375 | val_loss: 0.0311701 | Time: 1664.89 ms
[2021-12-27 18:02:02 main:574] : INFO : Epoch 1846 | loss: 0.0311382 | val_loss: 0.0311784 | Time: 1664.11 ms
[2021-12-27 18:02:04 main:574] : INFO : Epoch 1847 | loss: 0.0311367 | val_loss: 0.0311729 | Time: 1663.83 ms
[2021-12-27 18:02:05 main:574] : INFO : Epoch 1848 | loss: 0.0311402 | val_loss: 0.0311747 | Time: 1656.03 ms
[2021-12-27 18:02:07 main:574] : INFO : Epoch 1849 | loss: 0.0311377 | val_loss: 0.0311774 | Time: 1662.78 ms
[2021-12-27 18:02:09 main:574] : INFO : Epoch 1850 | loss: 0.0311392 | val_loss: 0.0311716 | Time: 1661.35 ms
[2021-12-27 18:02:10 main:574] : INFO : Epoch 1851 | loss: 0.0311364 | val_loss: 0.0311716 | Time: 1661.06 ms
[2021-12-27 18:02:12 main:574] : INFO : Epoch 1852 | loss: 0.031137 | val_loss: 0.0311717 | Time: 1663.09 ms
[2021-12-27 18:02:14 main:574] : INFO : Epoch 1853 | loss: 0.0311388 | val_loss: 0.0311743 | Time: 1661.64 ms
[2021-12-27 18:02:15 main:574] : INFO : Epoch 1854 | loss: 0.0311375 | val_loss: 0.031173 | Time: 1677.24 ms
[2021-12-27 18:02:17 main:574] : INFO : Epoch 1855 | loss: 0.0311382 | val_loss: 0.0311785 | Time: 1684.11 ms
[2021-12-27 18:02:19 main:574] : INFO : Epoch 1856 | loss: 0.0311386 | val_loss: 0.0311746 | Time: 1670.51 ms
[2021-12-27 18:02:20 main:574] : INFO : Epoch 1857 | loss: 0.0311331 | val_loss: 0.031175 | Time: 1682.53 ms
[2021-12-27 18:02:22 main:574] : INFO : Epoch 1858 | loss: 0.0311339 | val_loss: 0.0311745 | Time: 1674.03 ms
[2021-12-27 18:02:24 main:574] : INFO : Epoch 1859 | loss: 0.031137 | val_loss: 0.0311734 | Time: 1674.63 ms
[2021-12-27 18:02:25 main:574] : INFO : Epoch 1860 | loss: 0.0311355 | val_loss: 0.0311741 | Time: 1670.02 ms
[2021-12-27 18:02:27 main:574] : INFO : Epoch 1861 | loss: 0.031141 | val_loss: 0.031178 | Time: 1673.74 ms
[2021-12-27 18:02:29 main:574] : INFO : Epoch 1862 | loss: 0.0311381 | val_loss: 0.0311746 | Time: 1669.44 ms
[2021-12-27 18:02:30 main:574] : INFO : Epoch 1863 | loss: 0.0311383 | val_loss: 0.0311715 | Time: 1679.02 ms
[2021-12-27 18:02:32 main:574] : INFO : Epoch 1864 | loss: 0.0311346 | val_loss: 0.0311751 | Time: 1686.31 ms
[2021-12-27 18:02:34 main:574] : INFO : Epoch 1865 | loss: 0.0311355 | val_loss: 0.0311785 | Time: 1680.87 ms
[2021-12-27 18:02:35 main:574] : INFO : Epoch 1866 | loss: 0.0311385 | val_loss: 0.0311752 | Time: 1661.94 ms
[2021-12-27 18:02:37 main:574] : INFO : Epoch 1867 | loss: 0.031136 | val_loss: 0.031179 | Time: 1667.59 ms
[2021-12-27 18:02:39 main:574] : INFO : Epoch 1868 | loss: 0.0311336 | val_loss: 0.0311771 | Time: 1660.47 ms
[2021-12-27 18:02:40 main:574] : INFO : Epoch 1869 | loss: 0.0311367 | val_loss: 0.0311734 | Time: 1657.64 ms
[2021-12-27 18:02:42 main:574] : INFO : Epoch 1870 | loss: 0.0311347 | val_loss: 0.0311681 | Time: 1656.46 ms
[2021-12-27 18:02:44 main:574] : INFO : Epoch 1871 | loss: 0.0311344 | val_loss: 0.0311689 | Time: 1660.8 ms
[2021-12-27 18:02:45 main:574] : INFO : Epoch 1872 | loss: 0.0311357 | val_loss: 0.031173 | Time: 1659.02 ms
[2021-12-27 18:02:47 main:574] : INFO : Epoch 1873 | loss: 0.0311369 | val_loss: 0.0311771 | Time: 1692.58 ms
[2021-12-27 18:02:49 main:574] : INFO : Epoch 1874 | loss: 0.0311341 | val_loss: 0.0311724 | Time: 1700.21 ms
[2021-12-27 18:02:50 main:574] : INFO : Epoch 1875 | loss: 0.031131 | val_loss: 0.031181 | Time: 1658.17 ms
[2021-12-27 18:02:52 main:574] : INFO : Epoch 1876 | loss: 0.0311351 | val_loss: 0.0311787 | Time: 1656 ms
[2021-12-27 18:02:54 main:574] : INFO : Epoch 1877 | loss: 0.0311377 | val_loss: 0.0311743 | Time: 1662.23 ms
[2021-12-27 18:02:55 main:574] : INFO : Epoch 1878 | loss: 0.031137 | val_loss: 0.0311817 | Time: 1657.41 ms
[2021-12-27 18:02:57 main:574] : INFO : Epoch 1879 | loss: 0.0311357 | val_loss: 0.0311905 | Time: 1661.71 ms
[2021-12-27 18:02:59 main:574] : INFO : Epoch 1880 | loss: 0.0311378 | val_loss: 0.0311728 | Time: 1659.14 ms
[2021-12-27 18:03:00 main:574] : INFO : Epoch 1881 | loss: 0.0311341 | val_loss: 0.0311826 | Time: 1659.77 ms
[2021-12-27 18:03:02 main:574] : INFO : Epoch 1882 | loss: 0.0311613 | val_loss: 0.0311687 | Time: 1656.59 ms
[2021-12-27 18:03:04 main:574] : INFO : Epoch 1883 | loss: 0.0311556 | val_loss: 0.0311686 | Time: 1664.2 ms
[2021-12-27 18:03:05 main:574] : INFO : Epoch 1884 | loss: 0.0311509 | val_loss: 0.0311758 | Time: 1662.02 ms
[2021-12-27 18:03:07 main:574] : INFO : Epoch 1885 | loss: 0.0311486 | val_loss: 0.0311661 | Time: 1665.48 ms
[2021-12-27 18:03:09 main:574] : INFO : Epoch 1886 | loss: 0.0311428 | val_loss: 0.0311779 | Time: 1663.79 ms
[2021-12-27 18:03:10 main:574] : INFO : Epoch 1887 | loss: 0.03114 | val_loss: 0.0311741 | Time: 1664.19 ms
[2021-12-27 18:03:12 main:574] : INFO : Epoch 1888 | loss: 0.0311359 | val_loss: 0.0311701 | Time: 1659.19 ms
[2021-12-27 18:03:14 main:574] : INFO : Epoch 1889 | loss: 0.0311349 | val_loss: 0.0311661 | Time: 1656.03 ms
[2021-12-27 18:03:15 main:574] : INFO : Epoch 1890 | loss: 0.0311345 | val_loss: 0.0311778 | Time: 1663.36 ms
[2021-12-27 18:03:17 main:574] : INFO : Epoch 1891 | loss: 0.0311345 | val_loss: 0.0311703 | Time: 1664.44 ms
[2021-12-27 18:03:19 main:574] : INFO : Epoch 1892 | loss: 0.0311359 | val_loss: 0.0311775 | Time: 1662.49 ms
[2021-12-27 18:03:20 main:574] : INFO : Epoch 1893 | loss: 0.0311327 | val_loss: 0.0311712 | Time: 1656.75 ms
[2021-12-27 18:03:22 main:574] : INFO : Epoch 1894 | loss: 0.0311323 | val_loss: 0.0311732 | Time: 1664.55 ms
[2021-12-27 18:03:24 main:574] : INFO : Epoch 1895 | loss: 0.0311319 | val_loss: 0.0311705 | Time: 1663.32 ms
[2021-12-27 18:03:25 main:574] : INFO : Epoch 1896 | loss: 0.0311333 | val_loss: 0.0311709 | Time: 1658.44 ms
[2021-12-27 18:03:27 main:574] : INFO : Epoch 1897 | loss: 0.0311344 | val_loss: 0.0311753 | Time: 1662.67 ms
[2021-12-27 18:03:29 main:574] : INFO : Epoch 1898 | loss: 0.0311319 | val_loss: 0.0311766 | Time: 1656.79 ms
[2021-12-27 18:03:30 main:574] : INFO : Epoch 1899 | loss: 0.0311333 | val_loss: 0.0311721 | Time: 1664.97 ms
[2021-12-27 18:03:32 main:574] : INFO : Epoch 1900 | loss: 0.0311301 | val_loss: 0.0311701 | Time: 1657.15 ms
[2021-12-27 18:03:34 main:574] : INFO : Epoch 1901 | loss: 0.0311323 | val_loss: 0.0311776 | Time: 1660.59 ms
[2021-12-27 18:03:35 main:574] : INFO : Epoch 1902 | loss: 0.0311339 | val_loss: 0.0311691 | Time: 1656.06 ms
[2021-12-27 18:03:37 main:574] : INFO : Epoch 1903 | loss: 0.0311341 | val_loss: 0.0311748 | Time: 1660.53 ms
[2021-12-27 18:03:39 main:574] : INFO : Epoch 1904 | loss: 0.0311309 | val_loss: 0.0311792 | Time: 1659.3 ms
[2021-12-27 18:03:40 main:574] : INFO : Epoch 1905 | loss: 0.0311319 | val_loss: 0.0311759 | Time: 1663.64 ms
[2021-12-27 18:03:42 main:574] : INFO : Epoch 1906 | loss: 0.0311325 | val_loss: 0.0311748 | Time: 1658.16 ms
[2021-12-27 18:03:44 main:574] : INFO : Epoch 1907 | loss: 0.0311313 | val_loss: 0.0311736 | Time: 1720.15 ms
[2021-12-27 18:03:45 main:574] : INFO : Epoch 1908 | loss: 0.0311345 | val_loss: 0.0311759 | Time: 1700.15 ms
[2021-12-27 18:03:47 main:574] : INFO : Epoch 1909 | loss: 0.0311307 | val_loss: 0.0311747 | Time: 1696.27 ms
[2021-12-27 18:03:49 main:574] : INFO : Epoch 1910 | loss: 0.031134 | val_loss: 0.0311855 | Time: 1723.11 ms
[2021-12-27 18:03:51 main:574] : INFO : Epoch 1911 | loss: 0.0311376 | val_loss: 0.0311766 | Time: 1725.41 ms
[2021-12-27 18:03:52 main:574] : INFO : Epoch 1912 | loss: 0.0311328 | val_loss: 0.0311761 | Time: 1687.48 ms
[2021-12-27 18:03:54 main:574] : INFO : Epoch 1913 | loss: 0.0311309 | val_loss: 0.0311747 | Time: 1672.19 ms
[2021-12-27 18:03:56 main:574] : INFO : Epoch 1914 | loss: 0.0311302 | val_loss: 0.0311853 | Time: 1672.05 ms
[2021-12-27 18:03:57 main:574] : INFO : Epoch 1915 | loss: 0.0311299 | val_loss: 0.0311735 | Time: 1678.88 ms
[2021-12-27 18:03:59 main:574] : INFO : Epoch 1916 | loss: 0.031135 | val_loss: 0.0311673 | Time: 1665.78 ms
[2021-12-27 18:04:01 main:574] : INFO : Epoch 1917 | loss: 0.0311399 | val_loss: 0.0311718 | Time: 1691.04 ms
[2021-12-27 18:04:02 main:574] : INFO : Epoch 1918 | loss: 0.0311339 | val_loss: 0.031174 | Time: 1692.25 ms
[2021-12-27 18:04:04 main:574] : INFO : Epoch 1919 | loss: 0.0311299 | val_loss: 0.031173 | Time: 1672.53 ms
[2021-12-27 18:04:06 main:574] : INFO : Epoch 1920 | loss: 0.0311305 | val_loss: 0.0311724 | Time: 1685.35 ms
[2021-12-27 18:04:07 main:574] : INFO : Epoch 1921 | loss: 0.0311308 | val_loss: 0.0311721 | Time: 1755.62 ms
[2021-12-27 18:04:09 main:574] : INFO : Epoch 1922 | loss: 0.0311292 | val_loss: 0.031193 | Time: 1701.01 ms
[2021-12-27 18:04:11 main:574] : INFO : Epoch 1923 | loss: 0.0311305 | val_loss: 0.0311853 | Time: 1729.39 ms
[2021-12-27 18:04:13 main:574] : INFO : Epoch 1924 | loss: 0.031128 | val_loss: 0.031184 | Time: 1764.73 ms
[2021-12-27 18:04:14 main:574] : INFO : Epoch 1925 | loss: 0.0311302 | val_loss: 0.0311763 | Time: 1750.41 ms
[2021-12-27 18:04:16 main:574] : INFO : Epoch 1926 | loss: 0.0311286 | val_loss: 0.0311842 | Time: 1753.79 ms
[2021-12-27 18:04:18 main:574] : INFO : Epoch 1927 | loss: 0.0311327 | val_loss: 0.0311759 | Time: 1735.78 ms
[2021-12-27 18:04:20 main:574] : INFO : Epoch 1928 | loss: 0.0311317 | val_loss: 0.0311842 | Time: 1675.42 ms
[2021-12-27 18:04:21 main:574] : INFO : Epoch 1929 | loss: 0.0311294 | val_loss: 0.0311738 | Time: 1664.09 ms
[2021-12-27 18:04:23 main:574] : INFO : Epoch 1930 | loss: 0.0311264 | val_loss: 0.0311775 | Time: 1671.32 ms
[2021-12-27 18:04:25 main:574] : INFO : Epoch 1931 | loss: 0.0311264 | val_loss: 0.0311791 | Time: 1666.46 ms
[2021-12-27 18:04:26 main:574] : INFO : Epoch 1932 | loss: 0.031127 | val_loss: 0.0311868 | Time: 1657.51 ms
[2021-12-27 18:04:28 main:574] : INFO : Epoch 1933 | loss: 0.031131 | val_loss: 0.0311739 | Time: 1664.15 ms
[2021-12-27 18:04:30 main:574] : INFO : Epoch 1934 | loss: 0.0311283 | val_loss: 0.0311698 | Time: 1670.44 ms
[2021-12-27 18:04:31 main:574] : INFO : Epoch 1935 | loss: 0.0311281 | val_loss: 0.0311756 | Time: 1661.63 ms
[2021-12-27 18:04:33 main:574] : INFO : Epoch 1936 | loss: 0.0311378 | val_loss: 0.0311765 | Time: 1734.32 ms
[2021-12-27 18:04:35 main:574] : INFO : Epoch 1937 | loss: 0.0311344 | val_loss: 0.031177 | Time: 1738.15 ms
[2021-12-27 18:04:36 main:574] : INFO : Epoch 1938 | loss: 0.0311271 | val_loss: 0.0311806 | Time: 1719.96 ms
[2021-12-27 18:04:38 main:574] : INFO : Epoch 1939 | loss: 0.0311258 | val_loss: 0.031175 | Time: 1735.78 ms
[2021-12-27 18:04:40 main:574] : INFO : Epoch 1940 | loss: 0.0311286 | val_loss: 0.031183 | Time: 1717.16 ms
[2021-12-27 18:04:42 main:574] : INFO : Epoch 1941 | loss: 0.0311259 | val_loss: 0.03118 | Time: 1689.14 ms
[2021-12-27 18:04:43 main:574] : INFO : Epoch 1942 | loss: 0.0311276 | val_loss: 0.0311865 | Time: 1686.37 ms
[2021-12-27 18:04:45 main:574] : INFO : Epoch 1943 | loss: 0.0311277 | val_loss: 0.0311754 | Time: 1680.82 ms
[2021-12-27 18:04:47 main:574] : INFO : Epoch 1944 | loss: 0.0311318 | val_loss: 0.0311781 | Time: 1681.34 ms
[2021-12-27 18:04:48 main:574] : INFO : Epoch 1945 | loss: 0.0311273 | val_loss: 0.0311811 | Time: 1698.15 ms
[2021-12-27 18:04:50 main:574] : INFO : Epoch 1946 | loss: 0.0311247 | val_loss: 0.0311796 | Time: 1668.12 ms
[2021-12-27 18:04:52 main:574] : INFO : Epoch 1947 | loss: 0.031125 | val_loss: 0.0311876 | Time: 1739.02 ms
[2021-12-27 18:04:54 main:574] : INFO : Epoch 1948 | loss: 0.0311297 | val_loss: 0.0311716 | Time: 1732.21 ms
[2021-12-27 18:04:55 main:574] : INFO : Epoch 1949 | loss: 0.0311298 | val_loss: 0.0311875 | Time: 1686.31 ms
[2021-12-27 18:04:57 main:574] : INFO : Epoch 1950 | loss: 0.0311473 | val_loss: 0.0311855 | Time: 1690.39 ms
[2021-12-27 18:04:59 main:574] : INFO : Epoch 1951 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 1705.5 ms
[2021-12-27 18:05:00 main:574] : INFO : Epoch 1952 | loss: 0.031147 | val_loss: 0.0311773 | Time: 1721.24 ms
[2021-12-27 18:05:02 main:574] : INFO : Epoch 1953 | loss: 0.0311432 | val_loss: 0.031172 | Time: 1717.83 ms
[2021-12-27 18:05:04 main:574] : INFO : Epoch 1954 | loss: 0.0311374 | val_loss: 0.0311797 | Time: 1713.12 ms
[2021-12-27 18:05:05 main:574] : INFO : Epoch 1955 | loss: 0.0311319 | val_loss: 0.0311713 | Time: 1692.47 ms
[2021-12-27 18:05:07 main:574] : INFO : Epoch 1956 | loss: 0.0311304 | val_loss: 0.0311802 | Time: 1742.41 ms
[2021-12-27 18:05:09 main:574] : INFO : Epoch 1957 | loss: 0.0311296 | val_loss: 0.0311715 | Time: 1754.93 ms
[2021-12-27 18:05:11 main:574] : INFO : Epoch 1958 | loss: 0.0311278 | val_loss: 0.0311798 | Time: 1681.23 ms
[2021-12-27 18:05:12 main:574] : INFO : Epoch 1959 | loss: 0.0311245 | val_loss: 0.031175 | Time: 1673.12 ms
[2021-12-27 18:05:14 main:574] : INFO : Epoch 1960 | loss: 0.031127 | val_loss: 0.0311818 | Time: 1670.55 ms
[2021-12-27 18:05:16 main:574] : INFO : Epoch 1961 | loss: 0.031128 | val_loss: 0.0311698 | Time: 1713.34 ms
[2021-12-27 18:05:18 main:574] : INFO : Epoch 1962 | loss: 0.0311263 | val_loss: 0.0311823 | Time: 1770.19 ms
[2021-12-27 18:05:19 main:574] : INFO : Epoch 1963 | loss: 0.0311239 | val_loss: 0.0311789 | Time: 1768.69 ms
[2021-12-27 18:05:21 main:574] : INFO : Epoch 1964 | loss: 0.0311259 | val_loss: 0.0311799 | Time: 1710.6 ms
[2021-12-27 18:05:23 main:574] : INFO : Epoch 1965 | loss: 0.0311224 | val_loss: 0.0311812 | Time: 1714.78 ms
[2021-12-27 18:05:24 main:574] : INFO : Epoch 1966 | loss: 0.0311257 | val_loss: 0.0311777 | Time: 1699.26 ms
[2021-12-27 18:05:26 main:574] : INFO : Epoch 1967 | loss: 0.0311227 | val_loss: 0.0311798 | Time: 1686.71 ms
[2021-12-27 18:05:28 main:574] : INFO : Epoch 1968 | loss: 0.0311235 | val_loss: 0.0311837 | Time: 1659.3 ms
[2021-12-27 18:05:29 main:574] : INFO : Epoch 1969 | loss: 0.0311267 | val_loss: 0.0311758 | Time: 1655.31 ms
[2021-12-27 18:05:31 main:574] : INFO : Epoch 1970 | loss: 0.0311254 | val_loss: 0.0311835 | Time: 1663.92 ms
[2021-12-27 18:05:33 main:574] : INFO : Epoch 1971 | loss: 0.0311237 | val_loss: 0.0311756 | Time: 1666.09 ms
[2021-12-27 18:05:34 main:574] : INFO : Epoch 1972 | loss: 0.0311241 | val_loss: 0.0311789 | Time: 1713.84 ms
[2021-12-27 18:05:36 main:574] : INFO : Epoch 1973 | loss: 0.0311241 | val_loss: 0.0311864 | Time: 1686.87 ms
[2021-12-27 18:05:38 main:574] : INFO : Epoch 1974 | loss: 0.0311285 | val_loss: 0.0311816 | Time: 1681.76 ms
[2021-12-27 18:05:40 main:574] : INFO : Epoch 1975 | loss: 0.0311247 | val_loss: 0.0311809 | Time: 1676.63 ms
[2021-12-27 18:05:41 main:574] : INFO : Epoch 1976 | loss: 0.0311232 | val_loss: 0.0311779 | Time: 1660.02 ms
[2021-12-27 18:05:43 main:574] : INFO : Epoch 1977 | loss: 0.0311244 | val_loss: 0.031183 | Time: 1661.11 ms
[2021-12-27 18:05:45 main:574] : INFO : Epoch 1978 | loss: 0.0311212 | val_loss: 0.0311801 | Time: 1663.84 ms
[2021-12-27 18:05:46 main:574] : INFO : Epoch 1979 | loss: 0.0311187 | val_loss: 0.0311803 | Time: 1700.09 ms
[2021-12-27 18:05:48 main:574] : INFO : Epoch 1980 | loss: 0.031122 | val_loss: 0.0311745 | Time: 1736.31 ms
[2021-12-27 18:05:50 main:574] : INFO : Epoch 1981 | loss: 0.0311184 | val_loss: 0.0311878 | Time: 1722.74 ms
[2021-12-27 18:05:51 main:574] : INFO : Epoch 1982 | loss: 0.0311191 | val_loss: 0.0311842 | Time: 1696.97 ms
[2021-12-27 18:05:53 main:574] : INFO : Epoch 1983 | loss: 0.0311188 | val_loss: 0.0311815 | Time: 1701.41 ms
[2021-12-27 18:05:55 main:574] : INFO : Epoch 1984 | loss: 0.0311202 | val_loss: 0.0311846 | Time: 1661.79 ms
[2021-12-27 18:05:56 main:574] : INFO : Epoch 1985 | loss: 0.0311244 | val_loss: 0.0311752 | Time: 1707.76 ms
[2021-12-27 18:05:58 main:574] : INFO : Epoch 1986 | loss: 0.0311247 | val_loss: 0.0311786 | Time: 1658.84 ms
[2021-12-27 18:06:00 main:574] : INFO : Epoch 1987 | loss: 0.03112 | val_loss: 0.0311865 | Time: 1694.36 ms
[2021-12-27 18:06:02 main:574] : INFO : Epoch 1988 | loss: 0.0311214 | val_loss: 0.0311972 | Time: 1676.03 ms
[2021-12-27 18:06:03 main:574] : INFO : Epoch 1989 | loss: 0.0311162 | val_loss: 0.031182 | Time: 1664.67 ms
[2021-12-27 18:06:05 main:574] : INFO : Epoch 1990 | loss: 0.0311177 | val_loss: 0.0311818 | Time: 1657.07 ms
[2021-12-27 18:06:07 main:574] : INFO : Epoch 1991 | loss: 0.0311209 | val_loss: 0.0311842 | Time: 1672.19 ms
[2021-12-27 18:06:08 main:574] : INFO : Epoch 1992 | loss: 0.0311238 | val_loss: 0.0311817 | Time: 1683.36 ms
[2021-12-27 18:06:10 main:574] : INFO : Epoch 1993 | loss: 0.0311396 | val_loss: 0.0311747 | Time: 1698.32 ms
[2021-12-27 18:06:12 main:574] : INFO : Epoch 1994 | loss: 0.0311478 | val_loss: 0.0311712 | Time: 1684.18 ms
[2021-12-27 18:06:13 main:574] : INFO : Epoch 1995 | loss: 0.0311383 | val_loss: 0.031178 | Time: 1675.38 ms
[2021-12-27 18:06:15 main:574] : INFO : Epoch 1996 | loss: 0.0311315 | val_loss: 0.0311769 | Time: 1702.78 ms
[2021-12-27 18:06:17 main:574] : INFO : Epoch 1997 | loss: 0.0311274 | val_loss: 0.0311843 | Time: 1689.6 ms
[2021-12-27 18:06:18 main:574] : INFO : Epoch 1998 | loss: 0.0311244 | val_loss: 0.0311836 | Time: 1658.66 ms
[2021-12-27 18:06:20 main:574] : INFO : Epoch 1999 | loss: 0.0311252 | val_loss: 0.0311743 | Time: 1655.24 ms
[2021-12-27 18:06:22 main:574] : INFO : Epoch 2000 | loss: 0.0311271 | val_loss: 0.0311828 | Time: 1661.34 ms
[2021-12-27 18:06:23 main:574] : INFO : Epoch 2001 | loss: 0.031128 | val_loss: 0.0311796 | Time: 1664.71 ms
[2021-12-27 18:06:25 main:574] : INFO : Epoch 2002 | loss: 0.0311269 | val_loss: 0.0311737 | Time: 1657.42 ms
[2021-12-27 18:06:27 main:574] : INFO : Epoch 2003 | loss: 0.03112 | val_loss: 0.0311903 | Time: 1660.99 ms
[2021-12-27 18:06:28 main:574] : INFO : Epoch 2004 | loss: 0.0311204 | val_loss: 0.0311767 | Time: 1660.99 ms
[2021-12-27 18:06:30 main:574] : INFO : Epoch 2005 | loss: 0.0311202 | val_loss: 0.0311805 | Time: 1663.98 ms
[2021-12-27 18:06:32 main:574] : INFO : Epoch 2006 | loss: 0.0311179 | val_loss: 0.0311882 | Time: 1663.36 ms
[2021-12-27 18:06:33 main:574] : INFO : Epoch 2007 | loss: 0.0311182 | val_loss: 0.0311792 | Time: 1661.28 ms
[2021-12-27 18:06:35 main:574] : INFO : Epoch 2008 | loss: 0.0311222 | val_loss: 0.0311996 | Time: 1657.56 ms
[2021-12-27 18:06:37 main:574] : INFO : Epoch 2009 | loss: 0.0311227 | val_loss: 0.031186 | Time: 1659.08 ms
[2021-12-27 18:06:38 main:574] : INFO : Epoch 2010 | loss: 0.0311181 | val_loss: 0.0311808 | Time: 1662.83 ms
[2021-12-27 18:06:40 main:574] : INFO : Epoch 2011 | loss: 0.0311201 | val_loss: 0.0311785 | Time: 1680.13 ms
[2021-12-27 18:06:42 main:574] : INFO : Epoch 2012 | loss: 0.0311202 | val_loss: 0.0311845 | Time: 1691.43 ms
[2021-12-27 18:06:43 main:574] : INFO : Epoch 2013 | loss: 0.031118 | val_loss: 0.0311907 | Time: 1691.69 ms
[2021-12-27 18:06:45 main:574] : INFO : Epoch 2014 | loss: 0.031122 | val_loss: 0.0311888 | Time: 1735.09 ms
[2021-12-27 18:06:47 main:574] : INFO : Epoch 2015 | loss: 0.0311252 | val_loss: 0.0311793 | Time: 1753.03 ms
[2021-12-27 18:06:49 main:574] : INFO : Epoch 2016 | loss: 0.0311234 | val_loss: 0.0311769 | Time: 1672.06 ms
[2021-12-27 18:06:50 main:574] : INFO : Epoch 2017 | loss: 0.0311248 | val_loss: 0.0311817 | Time: 1687.94 ms
[2021-12-27 18:06:52 main:574] : INFO : Epoch 2018 | loss: 0.0311274 | val_loss: 0.0311749 | Time: 1743.41 ms
[2021-12-27 18:06:54 main:574] : INFO : Epoch 2019 | loss: 0.0311214 | val_loss: 0.0311826 | Time: 1732.45 ms
[2021-12-27 18:06:55 main:574] : INFO : Epoch 2020 | loss: 0.0311206 | val_loss: 0.0311823 | Time: 1695.94 ms
[2021-12-27 18:06:57 main:574] : INFO : Epoch 2021 | loss: 0.0311232 | val_loss: 0.0311925 | Time: 1694.43 ms
[2021-12-27 18:06:59 main:574] : INFO : Epoch 2022 | loss: 0.0311234 | val_loss: 0.0311843 | Time: 1692.74 ms
[2021-12-27 18:07:00 main:574] : INFO : Epoch 2023 | loss: 0.0311214 | val_loss: 0.031179 | Time: 1689.82 ms
[2021-12-27 18:07:02 main:574] : INFO : Epoch 2024 | loss: 0.0311205 | val_loss: 0.0311837 | Time: 1693.73 ms
[2021-12-27 18:07:04 main:574] : INFO : Epoch 2025 | loss: 0.0311208 | val_loss: 0.0311764 | Time: 1692.99 ms
[2021-12-27 18:07:06 main:574] : INFO : Epoch 2026 | loss: 0.0311195 | val_loss: 0.0311838 | Time: 1668.57 ms
[2021-12-27 18:07:07 main:574] : INFO : Epoch 2027 | loss: 0.0311235 | val_loss: 0.031186 | Time: 1664.03 ms
[2021-12-27 18:07:09 main:574] : INFO : Epoch 2028 | loss: 0.031131 | val_loss: 0.0311788 | Time: 1668.16 ms
[2021-12-27 18:07:11 main:574] : INFO : Epoch 2029 | loss: 0.0311238 | val_loss: 0.0311805 | Time: 1667.52 ms
[2021-12-27 18:07:12 main:574] : INFO : Epoch 2030 | loss: 0.0311203 | val_loss: 0.0311861 | Time: 1665.25 ms
[2021-12-27 18:07:14 main:574] : INFO : Epoch 2031 | loss: 0.0311214 | val_loss: 0.0311835 | Time: 1665.06 ms
[2021-12-27 18:07:16 main:574] : INFO : Epoch 2032 | loss: 0.0311245 | val_loss: 0.0311963 | Time: 1679.97 ms
[2021-12-27 18:07:17 main:574] : INFO : Epoch 2033 | loss: 0.0311161 | val_loss: 0.0311922 | Time: 1665.22 ms
[2021-12-27 18:07:19 main:574] : INFO : Epoch 2034 | loss: 0.0311189 | val_loss: 0.0311833 | Time: 1681.38 ms
[2021-12-27 18:07:21 main:574] : INFO : Epoch 2035 | loss: 0.0311189 | val_loss: 0.0311851 | Time: 1672.4 ms
[2021-12-27 18:07:22 main:574] : INFO : Epoch 2036 | loss: 0.0311173 | val_loss: 0.0311829 | Time: 1664.24 ms
[2021-12-27 18:07:24 main:574] : INFO : Epoch 2037 | loss: 0.0311171 | val_loss: 0.0311787 | Time: 1671.99 ms
[2021-12-27 18:07:26 main:574] : INFO : Epoch 2038 | loss: 0.0311194 | val_loss: 0.0311897 | Time: 1654.06 ms
[2021-12-27 18:07:27 main:574] : INFO : Epoch 2039 | loss: 0.0311178 | val_loss: 0.0311854 | Time: 1667.18 ms
[2021-12-27 18:07:29 main:574] : INFO : Epoch 2040 | loss: 0.0311169 | val_loss: 0.0311804 | Time: 1689.95 ms
[2021-12-27 18:07:31 main:574] : INFO : Epoch 2041 | loss: 0.0311176 | val_loss: 0.0311826 | Time: 1686.33 ms
[2021-12-27 18:07:32 main:574] : INFO : Epoch 2042 | loss: 0.0311209 | val_loss: 0.0311833 | Time: 1670.76 ms
[2021-12-27 18:07:34 main:574] : INFO : Epoch 2043 | loss: 0.0311216 | val_loss: 0.0311875 | Time: 1667.08 ms
[2021-12-27 18:07:36 main:574] : INFO : Epoch 2044 | loss: 0.0311184 | val_loss: 0.0311798 | Time: 1662.66 ms
[2021-12-27 18:07:37 main:574] : INFO : Epoch 2045 | loss: 0.0311165 | val_loss: 0.0311775 | Time: 1666.76 ms
[2021-12-27 18:07:39 main:574] : INFO : Epoch 2046 | loss: 0.0311181 | val_loss: 0.0311889 | Time: 1699.06 ms
[2021-12-27 18:07:41 main:574] : INFO : Epoch 2047 | loss: 0.0311194 | val_loss: 0.0311784 | Time: 1663.22 ms
[2021-12-27 18:07:42 main:574] : INFO : Epoch 2048 | loss: 0.0311158 | val_loss: 0.0311799 | Time: 1655.05 ms
[2021-12-27 18:07:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311799
[2021-12-27 18:07:42 main:603] : INFO : Saving end state to config to file
[2021-12-27 18:07:42 main:608] : INFO : Success, exiting..
18:07:42 (22196): 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)