Task 12199638
| Name | ParityModified-1645996963-2161-0_0 |
| Workunit | 9380697 |
| Created | 27 Feb 2022, 21:22:46 UTC |
| Sent | 1 Mar 2022, 2:09:12 UTC |
| Report deadline | 9 Mar 2022, 2:09:12 UTC |
| Received | 1 Mar 2022, 5:54:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17151 |
| Run time | 1 hours 53 min 18 sec |
| CPU time | 1 hours 52 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,362.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.81 GB |
| Peak swap size | 4.73 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312025 | val_loss: 0.0312049 | Time: 1717.88 ms
[2022-02-28 21:39:46 main:574] : INFO : Epoch 1543 | loss: 0.0312094 | val_loss: 0.0311976 | Time: 1696.79 ms
[2022-02-28 21:39:48 main:574] : INFO : Epoch 1544 | loss: 0.0312021 | val_loss: 0.0311962 | Time: 1710.05 ms
[2022-02-28 21:39:49 main:574] : INFO : Epoch 1545 | loss: 0.0311984 | val_loss: 0.0311944 | Time: 1701.74 ms
[2022-02-28 21:39:51 main:574] : INFO : Epoch 1546 | loss: 0.0312018 | val_loss: 0.0311942 | Time: 1698.57 ms
[2022-02-28 21:39:53 main:574] : INFO : Epoch 1547 | loss: 0.031198 | val_loss: 0.0311932 | Time: 1716.75 ms
[2022-02-28 21:39:55 main:574] : INFO : Epoch 1548 | loss: 0.0311979 | val_loss: 0.0311952 | Time: 1739.42 ms
[2022-02-28 21:39:56 main:574] : INFO : Epoch 1549 | loss: 0.0311948 | val_loss: 0.0311911 | Time: 1717.36 ms
[2022-02-28 21:39:58 main:574] : INFO : Epoch 1550 | loss: 0.0311929 | val_loss: 0.0311908 | Time: 1719.62 ms
[2022-02-28 21:40:00 main:574] : INFO : Epoch 1551 | loss: 0.0311929 | val_loss: 0.0311898 | Time: 1714.25 ms
[2022-02-28 21:40:01 main:574] : INFO : Epoch 1552 | loss: 0.0311921 | val_loss: 0.0311968 | Time: 1689.04 ms
[2022-02-28 21:40:03 main:574] : INFO : Epoch 1553 | loss: 0.0311927 | val_loss: 0.031192 | Time: 1724.07 ms
[2022-02-28 21:40:05 main:574] : INFO : Epoch 1554 | loss: 0.0311899 | val_loss: 0.0311901 | Time: 1696.29 ms
[2022-02-28 21:40:07 main:574] : INFO : Epoch 1555 | loss: 0.0311907 | val_loss: 0.0311953 | Time: 1723.58 ms
[2022-02-28 21:40:08 main:574] : INFO : Epoch 1556 | loss: 0.0311963 | val_loss: 0.0311885 | Time: 1701.92 ms
[2022-02-28 21:40:10 main:574] : INFO : Epoch 1557 | loss: 0.0311895 | val_loss: 0.0311919 | Time: 1691.67 ms
[2022-02-28 21:40:12 main:574] : INFO : Epoch 1558 | loss: 0.03119 | val_loss: 0.0311856 | Time: 1728.65 ms
[2022-02-28 21:40:13 main:574] : INFO : Epoch 1559 | loss: 0.0311879 | val_loss: 0.0311904 | Time: 1730.01 ms
[2022-02-28 21:40:15 main:574] : INFO : Epoch 1560 | loss: 0.0311942 | val_loss: 0.0311855 | Time: 1696.72 ms
[2022-02-28 21:40:17 main:574] : INFO : Epoch 1561 | loss: 0.0311913 | val_loss: 0.0311849 | Time: 1706.29 ms
[2022-02-28 21:40:19 main:574] : INFO : Epoch 1562 | loss: 0.0311868 | val_loss: 0.0311864 | Time: 1708.61 ms
[2022-02-28 21:40:20 main:574] : INFO : Epoch 1563 | loss: 0.0311864 | val_loss: 0.0311919 | Time: 1697.02 ms
[2022-02-28 21:40:22 main:574] : INFO : Epoch 1564 | loss: 0.0311899 | val_loss: 0.0311888 | Time: 1728.82 ms
[2022-02-28 21:40:24 main:574] : INFO : Epoch 1565 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 1708.71 ms
[2022-02-28 21:40:25 main:574] : INFO : Epoch 1566 | loss: 0.0311885 | val_loss: 0.0311886 | Time: 1744.36 ms
[2022-02-28 21:40:27 main:574] : INFO : Epoch 1567 | loss: 0.0311862 | val_loss: 0.0311833 | Time: 1724.69 ms
[2022-02-28 21:40:29 main:574] : INFO : Epoch 1568 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 1717.95 ms
[2022-02-28 21:40:31 main:574] : INFO : Epoch 1569 | loss: 0.0311951 | val_loss: 0.0311844 | Time: 1745.53 ms
[2022-02-28 21:40:32 main:574] : INFO : Epoch 1570 | loss: 0.0311901 | val_loss: 0.0311834 | Time: 1718.46 ms
[2022-02-28 21:40:34 main:574] : INFO : Epoch 1571 | loss: 0.0311857 | val_loss: 0.0311827 | Time: 1723.11 ms
[2022-02-28 21:40:36 main:574] : INFO : Epoch 1572 | loss: 0.0311893 | val_loss: 0.0311852 | Time: 1714.3 ms
[2022-02-28 21:40:38 main:574] : INFO : Epoch 1573 | loss: 0.0311834 | val_loss: 0.0311828 | Time: 1713.33 ms
[2022-02-28 21:40:39 main:574] : INFO : Epoch 1574 | loss: 0.0311832 | val_loss: 0.0311817 | Time: 1685.64 ms
[2022-02-28 21:40:41 main:574] : INFO : Epoch 1575 | loss: 0.0311832 | val_loss: 0.0311816 | Time: 1737.16 ms
[2022-02-28 21:40:43 main:574] : INFO : Epoch 1576 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 1707.95 ms
[2022-02-28 21:40:44 main:574] : INFO : Epoch 1577 | loss: 0.0311841 | val_loss: 0.0311814 | Time: 1703.34 ms
[2022-02-28 21:40:46 main:574] : INFO : Epoch 1578 | loss: 0.0311812 | val_loss: 0.0311827 | Time: 1706.51 ms
[2022-02-28 21:40:48 main:574] : INFO : Epoch 1579 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 1753.19 ms
[2022-02-28 21:40:50 main:574] : INFO : Epoch 1580 | loss: 0.031186 | val_loss: 0.0311851 | Time: 1713.6 ms
[2022-02-28 21:40:51 main:574] : INFO : Epoch 1581 | loss: 0.0311843 | val_loss: 0.0311909 | Time: 1705.06 ms
[2022-02-28 21:40:53 main:574] : INFO : Epoch 1582 | loss: 0.0311865 | val_loss: 0.0311832 | Time: 1733.96 ms
[2022-02-28 21:40:55 main:574] : INFO : Epoch 1583 | loss: 0.0311847 | val_loss: 0.0311809 | Time: 1695.19 ms
[2022-02-28 21:40:56 main:574] : INFO : Epoch 1584 | loss: 0.0311802 | val_loss: 0.0311806 | Time: 1710.58 ms
[2022-02-28 21:40:58 main:574] : INFO : Epoch 1585 | loss: 0.0311802 | val_loss: 0.0311806 | Time: 1715.58 ms
[2022-02-28 21:41:00 main:574] : INFO : Epoch 1586 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 1713.93 ms
[2022-02-28 21:41:02 main:574] : INFO : Epoch 1587 | loss: 0.0311789 | val_loss: 0.0311824 | Time: 1712.42 ms
[2022-02-28 21:41:03 main:574] : INFO : Epoch 1588 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 1727.74 ms
[2022-02-28 21:41:05 main:574] : INFO : Epoch 1589 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 1719.95 ms
[2022-02-28 21:41:07 main:574] : INFO : Epoch 1590 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 1713.86 ms
[2022-02-28 21:41:08 main:574] : INFO : Epoch 1591 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 1710.59 ms
[2022-02-28 21:41:10 main:574] : INFO : Epoch 1592 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 1690.01 ms
[2022-02-28 21:41:12 main:574] : INFO : Epoch 1593 | loss: 0.03118 | val_loss: 0.0311844 | Time: 1717.26 ms
[2022-02-28 21:41:14 main:574] : INFO : Epoch 1594 | loss: 0.0311788 | val_loss: 0.0311836 | Time: 1703.56 ms
[2022-02-28 21:41:15 main:574] : INFO : Epoch 1595 | loss: 0.0311782 | val_loss: 0.0311806 | Time: 1692.3 ms
[2022-02-28 21:41:17 main:574] : INFO : Epoch 1596 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 1734.4 ms
[2022-02-28 21:41:19 main:574] : INFO : Epoch 1597 | loss: 0.0311776 | val_loss: 0.031185 | Time: 1705.39 ms
[2022-02-28 21:41:20 main:574] : INFO : Epoch 1598 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 1690.5 ms
[2022-02-28 21:41:22 main:574] : INFO : Epoch 1599 | loss: 0.0311766 | val_loss: 0.031181 | Time: 1713.08 ms
[2022-02-28 21:41:24 main:574] : INFO : Epoch 1600 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 1713.83 ms
[2022-02-28 21:41:26 main:574] : INFO : Epoch 1601 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 1743.34 ms
[2022-02-28 21:41:27 main:574] : INFO : Epoch 1602 | loss: 0.0311768 | val_loss: 0.0311806 | Time: 1735.49 ms
[2022-02-28 21:41:29 main:574] : INFO : Epoch 1603 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 1742.16 ms
[2022-02-28 21:41:31 main:574] : INFO : Epoch 1604 | loss: 0.0311769 | val_loss: 0.0311834 | Time: 1727.44 ms
[2022-02-28 21:41:33 main:574] : INFO : Epoch 1605 | loss: 0.0311746 | val_loss: 0.0311819 | Time: 1717.11 ms
[2022-02-28 21:41:34 main:574] : INFO : Epoch 1606 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 1728.39 ms
[2022-02-28 21:41:36 main:574] : INFO : Epoch 1607 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 1727.32 ms
[2022-02-28 21:41:38 main:574] : INFO : Epoch 1608 | loss: 0.0311778 | val_loss: 0.0312141 | Time: 1709.75 ms
[2022-02-28 21:41:39 main:574] : INFO : Epoch 1609 | loss: 0.0311806 | val_loss: 0.0311836 | Time: 1735.95 ms
[2022-02-28 21:41:41 main:574] : INFO : Epoch 1610 | loss: 0.0311739 | val_loss: 0.0311817 | Time: 1717.78 ms
[2022-02-28 21:41:43 main:574] : INFO : Epoch 1611 | loss: 0.0311739 | val_loss: 0.0311818 | Time: 1716.03 ms
[2022-02-28 21:41:45 main:574] : INFO : Epoch 1612 | loss: 0.031175 | val_loss: 0.0311839 | Time: 1700.92 ms
[2022-02-28 21:41:46 main:574] : INFO : Epoch 1613 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 1698.38 ms
[2022-02-28 21:41:48 main:574] : INFO : Epoch 1614 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 1719.4 ms
[2022-02-28 21:41:50 main:574] : INFO : Epoch 1615 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 1713.53 ms
[2022-02-28 21:41:51 main:574] : INFO : Epoch 1616 | loss: 0.0311763 | val_loss: 0.031183 | Time: 1668.35 ms
[2022-02-28 21:41:53 main:574] : INFO : Epoch 1617 | loss: 0.0311722 | val_loss: 0.0311821 | Time: 1696.59 ms
[2022-02-28 21:41:55 main:574] : INFO : Epoch 1618 | loss: 0.0311751 | val_loss: 0.0311887 | Time: 1716.8 ms
[2022-02-28 21:41:57 main:574] : INFO : Epoch 1619 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 1684.72 ms
[2022-02-28 21:41:58 main:574] : INFO : Epoch 1620 | loss: 0.0311718 | val_loss: 0.0311859 | Time: 1728.06 ms
[2022-02-28 21:42:00 main:574] : INFO : Epoch 1621 | loss: 0.0311714 | val_loss: 0.0311826 | Time: 1753.24 ms
[2022-02-28 21:42:02 main:574] : INFO : Epoch 1622 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 1704.9 ms
[2022-02-28 21:42:03 main:574] : INFO : Epoch 1623 | loss: 0.0311695 | val_loss: 0.0311837 | Time: 1757.16 ms
[2022-02-28 21:42:05 main:574] : INFO : Epoch 1624 | loss: 0.03117 | val_loss: 0.0311818 | Time: 1690.99 ms
[2022-02-28 21:42:07 main:574] : INFO : Epoch 1625 | loss: 0.0311698 | val_loss: 0.0311862 | Time: 1723.39 ms
[2022-02-28 21:42:09 main:574] : INFO : Epoch 1626 | loss: 0.0311703 | val_loss: 0.031183 | Time: 1750.55 ms
[2022-02-28 21:42:10 main:574] : INFO : Epoch 1627 | loss: 0.0311692 | val_loss: 0.0311844 | Time: 1739.35 ms
[2022-02-28 21:42:12 main:574] : INFO : Epoch 1628 | loss: 0.0311709 | val_loss: 0.0311855 | Time: 1708.06 ms
[2022-02-28 21:42:14 main:574] : INFO : Epoch 1629 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 1735.77 ms
[2022-02-28 21:42:16 main:574] : INFO : Epoch 1630 | loss: 0.0311761 | val_loss: 0.0311826 | Time: 1736.21 ms
[2022-02-28 21:42:17 main:574] : INFO : Epoch 1631 | loss: 0.031173 | val_loss: 0.0311907 | Time: 1718.13 ms
[2022-02-28 21:42:19 main:574] : INFO : Epoch 1632 | loss: 0.0311726 | val_loss: 0.0311839 | Time: 1700.74 ms
[2022-02-28 21:42:21 main:574] : INFO : Epoch 1633 | loss: 0.0311728 | val_loss: 0.0311877 | Time: 1678.25 ms
[2022-02-28 21:42:22 main:574] : INFO : Epoch 1634 | loss: 0.0311715 | val_loss: 0.0311865 | Time: 1704.91 ms
[2022-02-28 21:42:24 main:574] : INFO : Epoch 1635 | loss: 0.0311675 | val_loss: 0.0311836 | Time: 1667.46 ms
[2022-02-28 21:42:26 main:574] : INFO : Epoch 1636 | loss: 0.0311703 | val_loss: 0.0311941 | Time: 1677.13 ms
[2022-02-28 21:42:27 main:574] : INFO : Epoch 1637 | loss: 0.0311749 | val_loss: 0.031191 | Time: 1719.55 ms
[2022-02-28 21:42:29 main:574] : INFO : Epoch 1638 | loss: 0.0311705 | val_loss: 0.0311848 | Time: 1715.17 ms
[2022-02-28 21:42:31 main:574] : INFO : Epoch 1639 | loss: 0.03117 | val_loss: 0.031188 | Time: 1735.93 ms
[2022-02-28 21:42:33 main:574] : INFO : Epoch 1640 | loss: 0.0311687 | val_loss: 0.0311882 | Time: 1707.71 ms
[2022-02-28 21:42:34 main:574] : INFO : Epoch 1641 | loss: 0.0311681 | val_loss: 0.0311886 | Time: 1728.96 ms
[2022-02-28 21:42:36 main:574] : INFO : Epoch 1642 | loss: 0.0311666 | val_loss: 0.0311837 | Time: 1744.15 ms
[2022-02-28 21:42:38 main:574] : INFO : Epoch 1643 | loss: 0.0311661 | val_loss: 0.03119 | Time: 1683.88 ms
[2022-02-28 21:42:40 main:574] : INFO : Epoch 1644 | loss: 0.0311675 | val_loss: 0.0311889 | Time: 1727.67 ms
[2022-02-28 21:42:41 main:574] : INFO : Epoch 1645 | loss: 0.0311665 | val_loss: 0.0311844 | Time: 1655.14 ms
[2022-02-28 21:42:43 main:574] : INFO : Epoch 1646 | loss: 0.0311656 | val_loss: 0.0311847 | Time: 1699.35 ms
[2022-02-28 21:42:45 main:574] : INFO : Epoch 1647 | loss: 0.031165 | val_loss: 0.031184 | Time: 1702.3 ms
[2022-02-28 21:42:46 main:574] : INFO : Epoch 1648 | loss: 0.0311684 | val_loss: 0.0311845 | Time: 1730.53 ms
[2022-02-28 21:42:48 main:574] : INFO : Epoch 1649 | loss: 0.0311658 | val_loss: 0.0311853 | Time: 1726.87 ms
[2022-02-28 21:42:50 main:574] : INFO : Epoch 1650 | loss: 0.0311648 | val_loss: 0.0311897 | Time: 1696.88 ms
[2022-02-28 21:42:51 main:574] : INFO : Epoch 1651 | loss: 0.0311678 | val_loss: 0.031188 | Time: 1666.7 ms
[2022-02-28 21:42:53 main:574] : INFO : Epoch 1652 | loss: 0.0311727 | val_loss: 0.0311888 | Time: 1716.3 ms
[2022-02-28 21:42:55 main:574] : INFO : Epoch 1653 | loss: 0.0311669 | val_loss: 0.031193 | Time: 1689.3 ms
[2022-02-28 21:42:57 main:574] : INFO : Epoch 1654 | loss: 0.0311665 | val_loss: 0.0311924 | Time: 1751.46 ms
[2022-02-28 21:42:58 main:574] : INFO : Epoch 1655 | loss: 0.0311645 | val_loss: 0.0311853 | Time: 1694.05 ms
[2022-02-28 21:43:00 main:574] : INFO : Epoch 1656 | loss: 0.0311643 | val_loss: 0.0311921 | Time: 1730.02 ms
[2022-02-28 21:43:02 main:574] : INFO : Epoch 1657 | loss: 0.0311654 | val_loss: 0.0311855 | Time: 1704.02 ms
[2022-02-28 21:43:04 main:574] : INFO : Epoch 1658 | loss: 0.0311636 | val_loss: 0.0311883 | Time: 1737.64 ms
[2022-02-28 21:43:05 main:574] : INFO : Epoch 1659 | loss: 0.0311639 | val_loss: 0.0311859 | Time: 1713.47 ms
[2022-02-28 21:43:07 main:574] : INFO : Epoch 1660 | loss: 0.0311627 | val_loss: 0.0311871 | Time: 1726.1 ms
[2022-02-28 21:43:09 main:574] : INFO : Epoch 1661 | loss: 0.0311662 | val_loss: 0.0311854 | Time: 1697.69 ms
[2022-02-28 21:43:10 main:574] : INFO : Epoch 1662 | loss: 0.0311653 | val_loss: 0.0311969 | Time: 1746.79 ms
[2022-02-28 21:43:12 main:574] : INFO : Epoch 1663 | loss: 0.0311624 | val_loss: 0.0311854 | Time: 1742.46 ms
[2022-02-28 21:43:14 main:574] : INFO : Epoch 1664 | loss: 0.0311627 | val_loss: 0.0311865 | Time: 1752.76 ms
[2022-02-28 21:43:16 main:574] : INFO : Epoch 1665 | loss: 0.0311629 | val_loss: 0.0311928 | Time: 1732.17 ms
[2022-02-28 21:43:17 main:574] : INFO : Epoch 1666 | loss: 0.0311623 | val_loss: 0.0311858 | Time: 1740.23 ms
[2022-02-28 21:43:19 main:574] : INFO : Epoch 1667 | loss: 0.0311614 | val_loss: 0.031189 | Time: 1731.82 ms
[2022-02-28 21:43:21 main:574] : INFO : Epoch 1668 | loss: 0.031161 | val_loss: 0.0311856 | Time: 1708.17 ms
[2022-02-28 21:43:23 main:574] : INFO : Epoch 1669 | loss: 0.0311639 | val_loss: 0.0311856 | Time: 1726.48 ms
[2022-02-28 21:43:24 main:574] : INFO : Epoch 1670 | loss: 0.0311734 | val_loss: 0.0311901 | Time: 1748.27 ms
[2022-02-28 21:43:26 main:574] : INFO : Epoch 1671 | loss: 0.0311766 | val_loss: 0.0311848 | Time: 1692.65 ms
[2022-02-28 21:43:28 main:574] : INFO : Epoch 1672 | loss: 0.0311676 | val_loss: 0.0311832 | Time: 1676.73 ms
[2022-02-28 21:43:29 main:574] : INFO : Epoch 1673 | loss: 0.0311628 | val_loss: 0.031185 | Time: 1659.91 ms
[2022-02-28 21:43:31 main:574] : INFO : Epoch 1674 | loss: 0.0311611 | val_loss: 0.0311876 | Time: 1753.01 ms
[2022-02-28 21:43:33 main:574] : INFO : Epoch 1675 | loss: 0.0311607 | val_loss: 0.031186 | Time: 1709.37 ms
[2022-02-28 21:43:35 main:574] : INFO : Epoch 1676 | loss: 0.0311633 | val_loss: 0.0311842 | Time: 1747.36 ms
[2022-02-28 21:43:36 main:574] : INFO : Epoch 1677 | loss: 0.0311606 | val_loss: 0.0311851 | Time: 1748.66 ms
[2022-02-28 21:43:38 main:574] : INFO : Epoch 1678 | loss: 0.0311608 | val_loss: 0.0311865 | Time: 1704.04 ms
[2022-02-28 21:43:40 main:574] : INFO : Epoch 1679 | loss: 0.0311627 | val_loss: 0.0311929 | Time: 1740.23 ms
[2022-02-28 21:43:42 main:574] : INFO : Epoch 1680 | loss: 0.0311632 | val_loss: 0.0311887 | Time: 1768.71 ms
[2022-02-28 21:43:43 main:574] : INFO : Epoch 1681 | loss: 0.0311635 | val_loss: 0.0311892 | Time: 1715.36 ms
[2022-02-28 21:43:45 main:574] : INFO : Epoch 1682 | loss: 0.0311616 | val_loss: 0.0311879 | Time: 1709.82 ms
[2022-02-28 21:43:47 main:574] : INFO : Epoch 1683 | loss: 0.0311674 | val_loss: 0.0311848 | Time: 1703.52 ms
[2022-02-28 21:43:48 main:574] : INFO : Epoch 1684 | loss: 0.031165 | val_loss: 0.0311841 | Time: 1682.72 ms
[2022-02-28 21:43:50 main:574] : INFO : Epoch 1685 | loss: 0.0311638 | val_loss: 0.0311845 | Time: 1733.98 ms
[2022-02-28 21:43:52 main:574] : INFO : Epoch 1686 | loss: 0.031159 | val_loss: 0.0311865 | Time: 1727.89 ms
[2022-02-28 21:43:54 main:574] : INFO : Epoch 1687 | loss: 0.0311588 | val_loss: 0.0311877 | Time: 1736.58 ms
[2022-02-28 21:43:55 main:574] : INFO : Epoch 1688 | loss: 0.0311584 | val_loss: 0.0311958 | Time: 1711.73 ms
[2022-02-28 21:43:57 main:574] : INFO : Epoch 1689 | loss: 0.0311585 | val_loss: 0.0311898 | Time: 1754.06 ms
[2022-02-28 21:43:59 main:574] : INFO : Epoch 1690 | loss: 0.0311587 | val_loss: 0.0311899 | Time: 1730 ms
[2022-02-28 21:44:01 main:574] : INFO : Epoch 1691 | loss: 0.0311564 | val_loss: 0.0311911 | Time: 1727.25 ms
[2022-02-28 21:44:02 main:574] : INFO : Epoch 1692 | loss: 0.0311593 | val_loss: 0.031188 | Time: 1707.16 ms
[2022-02-28 21:44:04 main:574] : INFO : Epoch 1693 | loss: 0.0311618 | val_loss: 0.0311901 | Time: 1742.5 ms
[2022-02-28 21:44:06 main:574] : INFO : Epoch 1694 | loss: 0.0311613 | val_loss: 0.0311916 | Time: 1713.87 ms
[2022-02-28 21:44:07 main:574] : INFO : Epoch 1695 | loss: 0.0311603 | val_loss: 0.0311915 | Time: 1683.54 ms
[2022-02-28 21:44:09 main:574] : INFO : Epoch 1696 | loss: 0.0311607 | val_loss: 0.0311903 | Time: 1722.59 ms
[2022-02-28 21:44:11 main:574] : INFO : Epoch 1697 | loss: 0.0311572 | val_loss: 0.0311875 | Time: 1741.04 ms
[2022-02-28 21:44:13 main:574] : INFO : Epoch 1698 | loss: 0.0311561 | val_loss: 0.0311868 | Time: 1715.84 ms
[2022-02-28 21:44:14 main:574] : INFO : Epoch 1699 | loss: 0.0311574 | val_loss: 0.0311949 | Time: 1715.67 ms
[2022-02-28 21:44:16 main:574] : INFO : Epoch 1700 | loss: 0.0311642 | val_loss: 0.031189 | Time: 1697.07 ms
[2022-02-28 21:44:18 main:574] : INFO : Epoch 1701 | loss: 0.0311599 | val_loss: 0.0311876 | Time: 1682.4 ms
[2022-02-28 21:44:19 main:574] : INFO : Epoch 1702 | loss: 0.0311608 | val_loss: 0.0311934 | Time: 1739.86 ms
[2022-02-28 21:44:21 main:574] : INFO : Epoch 1703 | loss: 0.0311595 | val_loss: 0.0311891 | Time: 1720.11 ms
[2022-02-28 21:44:23 main:574] : INFO : Epoch 1704 | loss: 0.0311563 | val_loss: 0.0311902 | Time: 1693.99 ms
[2022-02-28 21:44:25 main:574] : INFO : Epoch 1705 | loss: 0.0311599 | val_loss: 0.0311908 | Time: 1713.88 ms
[2022-02-28 21:44:26 main:574] : INFO : Epoch 1706 | loss: 0.0311589 | val_loss: 0.0311879 | Time: 1696.38 ms
[2022-02-28 21:44:28 main:574] : INFO : Epoch 1707 | loss: 0.0311572 | val_loss: 0.0311887 | Time: 1714.82 ms
[2022-02-28 21:44:30 main:574] : INFO : Epoch 1708 | loss: 0.0311556 | val_loss: 0.0311929 | Time: 1735.26 ms
[2022-02-28 21:44:31 main:574] : INFO : Epoch 1709 | loss: 0.0311582 | val_loss: 0.0312116 | Time: 1715.91 ms
[2022-02-28 21:44:33 main:574] : INFO : Epoch 1710 | loss: 0.0311599 | val_loss: 0.0311926 | Time: 1709.6 ms
[2022-02-28 21:44:35 main:574] : INFO : Epoch 1711 | loss: 0.0311625 | val_loss: 0.0312015 | Time: 1703.93 ms
[2022-02-28 21:44:37 main:574] : INFO : Epoch 1712 | loss: 0.0311633 | val_loss: 0.0311937 | Time: 1725.21 ms
[2022-02-28 21:44:38 main:574] : INFO : Epoch 1713 | loss: 0.0311581 | val_loss: 0.031189 | Time: 1716.61 ms
[2022-02-28 21:44:40 main:574] : INFO : Epoch 1714 | loss: 0.0311556 | val_loss: 0.0311892 | Time: 1706.44 ms
[2022-02-28 21:44:42 main:574] : INFO : Epoch 1715 | loss: 0.0311561 | val_loss: 0.0311915 | Time: 1735.33 ms
[2022-02-28 21:44:43 main:574] : INFO : Epoch 1716 | loss: 0.0311592 | val_loss: 0.0311887 | Time: 1690.79 ms
[2022-02-28 21:44:45 main:574] : INFO : Epoch 1717 | loss: 0.031157 | val_loss: 0.0311874 | Time: 1699.63 ms
[2022-02-28 21:44:47 main:574] : INFO : Epoch 1718 | loss: 0.0311544 | val_loss: 0.0311923 | Time: 1714.77 ms
[2022-02-28 21:44:49 main:574] : INFO : Epoch 1719 | loss: 0.0311564 | val_loss: 0.0311924 | Time: 1687.57 ms
[2022-02-28 21:44:50 main:574] : INFO : Epoch 1720 | loss: 0.0311569 | val_loss: 0.0311896 | Time: 1656.77 ms
[2022-02-28 21:44:52 main:574] : INFO : Epoch 1721 | loss: 0.0311639 | val_loss: 0.0311904 | Time: 1684.16 ms
[2022-02-28 21:44:54 main:574] : INFO : Epoch 1722 | loss: 0.031165 | val_loss: 0.031192 | Time: 1751.55 ms
[2022-02-28 21:44:55 main:574] : INFO : Epoch 1723 | loss: 0.0311655 | val_loss: 0.0311997 | Time: 1688.66 ms
[2022-02-28 21:44:57 main:574] : INFO : Epoch 1724 | loss: 0.0311592 | val_loss: 0.0311888 | Time: 1726.21 ms
[2022-02-28 21:44:59 main:574] : INFO : Epoch 1725 | loss: 0.031155 | val_loss: 0.0311901 | Time: 1676.2 ms
[2022-02-28 21:45:01 main:574] : INFO : Epoch 1726 | loss: 0.0311545 | val_loss: 0.0311896 | Time: 1740.52 ms
[2022-02-28 21:45:02 main:574] : INFO : Epoch 1727 | loss: 0.0311551 | val_loss: 0.0311859 | Time: 1697.34 ms
[2022-02-28 21:45:04 main:574] : INFO : Epoch 1728 | loss: 0.0311591 | val_loss: 0.0311907 | Time: 1743.42 ms
[2022-02-28 21:45:06 main:574] : INFO : Epoch 1729 | loss: 0.0311524 | val_loss: 0.0311909 | Time: 1704.94 ms
[2022-02-28 21:45:07 main:574] : INFO : Epoch 1730 | loss: 0.0311588 | val_loss: 0.0311874 | Time: 1728.14 ms
[2022-02-28 21:45:09 main:574] : INFO : Epoch 1731 | loss: 0.0311559 | val_loss: 0.0311916 | Time: 1694.23 ms
[2022-02-28 21:45:11 main:574] : INFO : Epoch 1732 | loss: 0.0311541 | val_loss: 0.0311882 | Time: 1701.4 ms
[2022-02-28 21:45:13 main:574] : INFO : Epoch 1733 | loss: 0.0311522 | val_loss: 0.0311921 | Time: 1698.86 ms
[2022-02-28 21:45:14 main:574] : INFO : Epoch 1734 | loss: 0.0311561 | val_loss: 0.0311972 | Time: 1709.8 ms
[2022-02-28 21:45:16 main:574] : INFO : Epoch 1735 | loss: 0.0311524 | val_loss: 0.0311918 | Time: 1697.85 ms
[2022-02-28 21:45:18 main:574] : INFO : Epoch 1736 | loss: 0.0311516 | val_loss: 0.0311911 | Time: 1709.62 ms
[2022-02-28 21:45:19 main:574] : INFO : Epoch 1737 | loss: 0.0311591 | val_loss: 0.0311882 | Time: 1732.37 ms
[2022-02-28 21:45:21 main:574] : INFO : Epoch 1738 | loss: 0.0311577 | val_loss: 0.0311897 | Time: 1723.53 ms
[2022-02-28 21:45:23 main:574] : INFO : Epoch 1739 | loss: 0.0311558 | val_loss: 0.0311931 | Time: 1707.17 ms
[2022-02-28 21:45:25 main:574] : INFO : Epoch 1740 | loss: 0.0311717 | val_loss: 0.0311867 | Time: 1745.08 ms
[2022-02-28 21:45:26 main:574] : INFO : Epoch 1741 | loss: 0.0311701 | val_loss: 0.0311869 | Time: 1692.73 ms
[2022-02-28 21:45:28 main:574] : INFO : Epoch 1742 | loss: 0.031163 | val_loss: 0.0311975 | Time: 1745.48 ms
[2022-02-28 21:45:30 main:574] : INFO : Epoch 1743 | loss: 0.0311631 | val_loss: 0.0311864 | Time: 1705.65 ms
[2022-02-28 21:45:31 main:574] : INFO : Epoch 1744 | loss: 0.0311614 | val_loss: 0.0312093 | Time: 1714.85 ms
[2022-02-28 21:45:33 main:574] : INFO : Epoch 1745 | loss: 0.0311614 | val_loss: 0.0311923 | Time: 1751.06 ms
[2022-02-28 21:45:35 main:574] : INFO : Epoch 1746 | loss: 0.0311553 | val_loss: 0.0311853 | Time: 1721.6 ms
[2022-02-28 21:45:37 main:574] : INFO : Epoch 1747 | loss: 0.0311535 | val_loss: 0.0311906 | Time: 1683.63 ms
[2022-02-28 21:45:38 main:574] : INFO : Epoch 1748 | loss: 0.0311538 | val_loss: 0.0311891 | Time: 1722.47 ms
[2022-02-28 21:45:40 main:574] : INFO : Epoch 1749 | loss: 0.0311532 | val_loss: 0.0311874 | Time: 1720.45 ms
[2022-02-28 21:45:42 main:574] : INFO : Epoch 1750 | loss: 0.0311552 | val_loss: 0.0311875 | Time: 1712.02 ms
[2022-02-28 21:45:44 main:574] : INFO : Epoch 1751 | loss: 0.0311702 | val_loss: 0.0311847 | Time: 1714.14 ms
[2022-02-28 21:45:45 main:574] : INFO : Epoch 1752 | loss: 0.0311605 | val_loss: 0.0311866 | Time: 1721.59 ms
[2022-02-28 21:45:47 main:574] : INFO : Epoch 1753 | loss: 0.0311585 | val_loss: 0.0311878 | Time: 1723.99 ms
[2022-02-28 21:45:49 main:574] : INFO : Epoch 1754 | loss: 0.0311601 | val_loss: 0.031185 | Time: 1711.13 ms
[2022-02-28 21:45:50 main:574] : INFO : Epoch 1755 | loss: 0.0311569 | val_loss: 0.031188 | Time: 1736.6 ms
[2022-02-28 21:45:52 main:574] : INFO : Epoch 1756 | loss: 0.0311532 | val_loss: 0.0311894 | Time: 1707.96 ms
[2022-02-28 21:45:54 main:574] : INFO : Epoch 1757 | loss: 0.0311542 | val_loss: 0.0311854 | Time: 1701.71 ms
[2022-02-28 21:45:56 main:574] : INFO : Epoch 1758 | loss: 0.0311541 | val_loss: 0.0311883 | Time: 1769.37 ms
[2022-02-28 21:45:57 main:574] : INFO : Epoch 1759 | loss: 0.0311529 | val_loss: 0.031194 | Time: 1708.67 ms
[2022-02-28 21:45:59 main:574] : INFO : Epoch 1760 | loss: 0.0311674 | val_loss: 0.0311843 | Time: 1764.07 ms
[2022-02-28 21:46:01 main:574] : INFO : Epoch 1761 | loss: 0.0311644 | val_loss: 0.0311863 | Time: 1742.22 ms
[2022-02-28 21:46:03 main:574] : INFO : Epoch 1762 | loss: 0.0311614 | val_loss: 0.0311872 | Time: 1727.61 ms
[2022-02-28 21:46:04 main:574] : INFO : Epoch 1763 | loss: 0.0311566 | val_loss: 0.0311884 | Time: 1702.16 ms
[2022-02-28 21:46:06 main:574] : INFO : Epoch 1764 | loss: 0.0311544 | val_loss: 0.0311926 | Time: 1711.56 ms
[2022-02-28 21:46:08 main:574] : INFO : Epoch 1765 | loss: 0.0311543 | val_loss: 0.0311914 | Time: 1688.59 ms
[2022-02-28 21:46:09 main:574] : INFO : Epoch 1766 | loss: 0.0311564 | val_loss: 0.0311898 | Time: 1731.71 ms
[2022-02-28 21:46:11 main:574] : INFO : Epoch 1767 | loss: 0.0311543 | val_loss: 0.031187 | Time: 1709.36 ms
[2022-02-28 21:46:13 main:574] : INFO : Epoch 1768 | loss: 0.0311501 | val_loss: 0.0311862 | Time: 1751.4 ms
[2022-02-28 21:46:15 main:574] : INFO : Epoch 1769 | loss: 0.0311494 | val_loss: 0.0311888 | Time: 1708.94 ms
[2022-02-28 21:46:16 main:574] : INFO : Epoch 1770 | loss: 0.0311493 | val_loss: 0.0311899 | Time: 1463.19 ms
[2022-02-28 21:46:17 main:574] : INFO : Epoch 1771 | loss: 0.0311521 | val_loss: 0.0311914 | Time: 1306.61 ms
[2022-02-28 21:46:19 main:574] : INFO : Epoch 1772 | loss: 0.0311531 | val_loss: 0.0312047 | Time: 1266.34 ms
[2022-02-28 21:46:20 main:574] : INFO : Epoch 1773 | loss: 0.0311543 | val_loss: 0.0311897 | Time: 1377.46 ms
[2022-02-28 21:46:22 main:574] : INFO : Epoch 1774 | loss: 0.0311563 | val_loss: 0.0312007 | Time: 1598.72 ms
[2022-02-28 21:46:23 main:574] : INFO : Epoch 1775 | loss: 0.0311521 | val_loss: 0.0311941 | Time: 1588.97 ms
[2022-02-28 21:46:25 main:574] : INFO : Epoch 1776 | loss: 0.0311521 | val_loss: 0.0311946 | Time: 1600.18 ms
[2022-02-28 21:46:26 main:574] : INFO : Epoch 1777 | loss: 0.031151 | val_loss: 0.0311907 | Time: 1620.08 ms
[2022-02-28 21:46:28 main:574] : INFO : Epoch 1778 | loss: 0.0311517 | val_loss: 0.031195 | Time: 1656.99 ms
[2022-02-28 21:46:30 main:574] : INFO : Epoch 1779 | loss: 0.0311494 | val_loss: 0.0311926 | Time: 1596.7 ms
[2022-02-28 21:46:31 main:574] : INFO : Epoch 1780 | loss: 0.0311495 | val_loss: 0.0311951 | Time: 1651.77 ms
[2022-02-28 21:46:33 main:574] : INFO : Epoch 1781 | loss: 0.0311505 | val_loss: 0.0311899 | Time: 1599.73 ms
[2022-02-28 21:46:35 main:574] : INFO : Epoch 1782 | loss: 0.0311523 | val_loss: 0.031195 | Time: 1640.91 ms
[2022-02-28 21:46:36 main:574] : INFO : Epoch 1783 | loss: 0.0311472 | val_loss: 0.031196 | Time: 1615.48 ms
[2022-02-28 21:46:38 main:574] : INFO : Epoch 1784 | loss: 0.0311465 | val_loss: 0.0311938 | Time: 1745.72 ms
[2022-02-28 21:46:40 main:574] : INFO : Epoch 1785 | loss: 0.0311472 | val_loss: 0.0311953 | Time: 1750.57 ms
[2022-02-28 21:46:41 main:574] : INFO : Epoch 1786 | loss: 0.0311478 | val_loss: 0.0311948 | Time: 1706.38 ms
[2022-02-28 21:46:43 main:574] : INFO : Epoch 1787 | loss: 0.0311476 | val_loss: 0.0311924 | Time: 1733.06 ms
[2022-02-28 21:46:45 main:574] : INFO : Epoch 1788 | loss: 0.0311533 | val_loss: 0.0311936 | Time: 1700.51 ms
[2022-02-28 21:46:47 main:574] : INFO : Epoch 1789 | loss: 0.031152 | val_loss: 0.0311981 | Time: 1689.57 ms
[2022-02-28 21:46:48 main:574] : INFO : Epoch 1790 | loss: 0.031153 | val_loss: 0.0312074 | Time: 1687.81 ms
[2022-02-28 21:46:50 main:574] : INFO : Epoch 1791 | loss: 0.0311497 | val_loss: 0.0311972 | Time: 1720.47 ms
[2022-02-28 21:46:52 main:574] : INFO : Epoch 1792 | loss: 0.0311467 | val_loss: 0.0311927 | Time: 1760.83 ms
[2022-02-28 21:46:53 main:574] : INFO : Epoch 1793 | loss: 0.0311471 | val_loss: 0.0311911 | Time: 1661.58 ms
[2022-02-28 21:46:55 main:574] : INFO : Epoch 1794 | loss: 0.0311479 | val_loss: 0.0312007 | Time: 1722.28 ms
[2022-02-28 21:46:57 main:574] : INFO : Epoch 1795 | loss: 0.0311549 | val_loss: 0.0312008 | Time: 1733.41 ms
[2022-02-28 21:46:59 main:574] : INFO : Epoch 1796 | loss: 0.0311544 | val_loss: 0.031201 | Time: 1710.6 ms
[2022-02-28 21:47:00 main:574] : INFO : Epoch 1797 | loss: 0.0311486 | val_loss: 0.0311986 | Time: 1715.09 ms
[2022-02-28 21:47:02 main:574] : INFO : Epoch 1798 | loss: 0.0311531 | val_loss: 0.0311941 | Time: 1650.86 ms
[2022-02-28 21:47:04 main:574] : INFO : Epoch 1799 | loss: 0.0311514 | val_loss: 0.0311916 | Time: 1744.55 ms
[2022-02-28 21:47:05 main:574] : INFO : Epoch 1800 | loss: 0.0311475 | val_loss: 0.0311905 | Time: 1689.45 ms
[2022-02-28 21:47:07 main:574] : INFO : Epoch 1801 | loss: 0.0311521 | val_loss: 0.0311965 | Time: 1733.85 ms
[2022-02-28 21:47:09 main:574] : INFO : Epoch 1802 | loss: 0.0311674 | val_loss: 0.0311883 | Time: 1702.34 ms
[2022-02-28 21:47:11 main:574] : INFO : Epoch 1803 | loss: 0.0311559 | val_loss: 0.0311893 | Time: 1695.73 ms
[2022-02-28 21:47:12 main:574] : INFO : Epoch 1804 | loss: 0.0311496 | val_loss: 0.03119 | Time: 1711.99 ms
[2022-02-28 21:47:14 main:574] : INFO : Epoch 1805 | loss: 0.0311466 | val_loss: 0.0311934 | Time: 1714.29 ms
[2022-02-28 21:47:16 main:574] : INFO : Epoch 1806 | loss: 0.0311466 | val_loss: 0.0311915 | Time: 1716.41 ms
[2022-02-28 21:47:17 main:574] : INFO : Epoch 1807 | loss: 0.0311441 | val_loss: 0.0311971 | Time: 1683.16 ms
[2022-02-28 21:47:19 main:574] : INFO : Epoch 1808 | loss: 0.0311441 | val_loss: 0.0312031 | Time: 1734.51 ms
[2022-02-28 21:47:21 main:574] : INFO : Epoch 1809 | loss: 0.031146 | val_loss: 0.031196 | Time: 1732.85 ms
[2022-02-28 21:47:23 main:574] : INFO : Epoch 1810 | loss: 0.0311469 | val_loss: 0.0311968 | Time: 1748.1 ms
[2022-02-28 21:47:24 main:574] : INFO : Epoch 1811 | loss: 0.0311512 | val_loss: 0.0312002 | Time: 1732.63 ms
[2022-02-28 21:47:26 main:574] : INFO : Epoch 1812 | loss: 0.031146 | val_loss: 0.0312021 | Time: 1713.29 ms
[2022-02-28 21:47:28 main:574] : INFO : Epoch 1813 | loss: 0.0311454 | val_loss: 0.0312004 | Time: 1696.85 ms
[2022-02-28 21:47:29 main:574] : INFO : Epoch 1814 | loss: 0.0311462 | val_loss: 0.0312058 | Time: 1660.22 ms
[2022-02-28 21:47:31 main:574] : INFO : Epoch 1815 | loss: 0.0311465 | val_loss: 0.0311971 | Time: 1725.78 ms
[2022-02-28 21:47:33 main:574] : INFO : Epoch 1816 | loss: 0.0311479 | val_loss: 0.031191 | Time: 1721.01 ms
[2022-02-28 21:47:35 main:574] : INFO : Epoch 1817 | loss: 0.0311517 | val_loss: 0.0311968 | Time: 1682.48 ms
[2022-02-28 21:47:36 main:574] : INFO : Epoch 1818 | loss: 0.0311509 | val_loss: 0.0312009 | Time: 1728.38 ms
[2022-02-28 21:47:38 main:574] : INFO : Epoch 1819 | loss: 0.031154 | val_loss: 0.0311985 | Time: 1691.43 ms
[2022-02-28 21:47:40 main:574] : INFO : Epoch 1820 | loss: 0.0311607 | val_loss: 0.0311956 | Time: 1702.01 ms
[2022-02-28 21:47:42 main:574] : INFO : Epoch 1821 | loss: 0.0311578 | val_loss: 0.0311957 | Time: 1746.52 ms
[2022-02-28 21:47:43 main:574] : INFO : Epoch 1822 | loss: 0.0311574 | val_loss: 0.0311926 | Time: 1682.61 ms
[2022-02-28 21:47:45 main:574] : INFO : Epoch 1823 | loss: 0.0311529 | val_loss: 0.0311957 | Time: 1735.34 ms
[2022-02-28 21:47:47 main:574] : INFO : Epoch 1824 | loss: 0.0311481 | val_loss: 0.0312015 | Time: 1717.38 ms
[2022-02-28 21:47:48 main:574] : INFO : Epoch 1825 | loss: 0.0311475 | val_loss: 0.0311997 | Time: 1696.31 ms
[2022-02-28 21:47:50 main:574] : INFO : Epoch 1826 | loss: 0.0311459 | val_loss: 0.0311996 | Time: 1697.74 ms
[2022-02-28 21:47:52 main:574] : INFO : Epoch 1827 | loss: 0.0311492 | val_loss: 0.0311984 | Time: 1715.33 ms
[2022-02-28 21:47:53 main:574] : INFO : Epoch 1828 | loss: 0.0311468 | val_loss: 0.0312003 | Time: 1670.58 ms
[2022-02-28 21:47:55 main:574] : INFO : Epoch 1829 | loss: 0.0311433 | val_loss: 0.0311982 | Time: 1723.29 ms
[2022-02-28 21:47:57 main:574] : INFO : Epoch 1830 | loss: 0.031141 | val_loss: 0.0312056 | Time: 1672.24 ms
[2022-02-28 21:47:59 main:574] : INFO : Epoch 1831 | loss: 0.0311414 | val_loss: 0.0312031 | Time: 1710.13 ms
[2022-02-28 21:48:00 main:574] : INFO : Epoch 1832 | loss: 0.0311453 | val_loss: 0.0312048 | Time: 1726.77 ms
[2022-02-28 21:48:02 main:574] : INFO : Epoch 1833 | loss: 0.031143 | val_loss: 0.0312 | Time: 1721.39 ms
[2022-02-28 21:48:04 main:574] : INFO : Epoch 1834 | loss: 0.0311446 | val_loss: 0.0312029 | Time: 1733.69 ms
[2022-02-28 21:48:05 main:574] : INFO : Epoch 1835 | loss: 0.0311451 | val_loss: 0.0312013 | Time: 1710.31 ms
[2022-02-28 21:48:07 main:574] : INFO : Epoch 1836 | loss: 0.0311441 | val_loss: 0.0311996 | Time: 1715.71 ms
[2022-02-28 21:48:09 main:574] : INFO : Epoch 1837 | loss: 0.0311442 | val_loss: 0.0311967 | Time: 1716.34 ms
[2022-02-28 21:48:11 main:574] : INFO : Epoch 1838 | loss: 0.031143 | val_loss: 0.0312002 | Time: 1709.94 ms
[2022-02-28 21:48:12 main:574] : INFO : Epoch 1839 | loss: 0.0311547 | val_loss: 0.0311966 | Time: 1706.43 ms
[2022-02-28 21:48:14 main:574] : INFO : Epoch 1840 | loss: 0.031164 | val_loss: 0.0311999 | Time: 1728.42 ms
[2022-02-28 21:48:16 main:574] : INFO : Epoch 1841 | loss: 0.0311542 | val_loss: 0.031196 | Time: 1733.37 ms
[2022-02-28 21:48:18 main:574] : INFO : Epoch 1842 | loss: 0.0311516 | val_loss: 0.0311972 | Time: 1711.27 ms
[2022-02-28 21:48:19 main:574] : INFO : Epoch 1843 | loss: 0.031156 | val_loss: 0.0311992 | Time: 1755.63 ms
[2022-02-28 21:48:21 main:574] : INFO : Epoch 1844 | loss: 0.0311514 | val_loss: 0.0311996 | Time: 1744.09 ms
[2022-02-28 21:48:23 main:574] : INFO : Epoch 1845 | loss: 0.03115 | val_loss: 0.0311965 | Time: 1711 ms
[2022-02-28 21:48:24 main:574] : INFO : Epoch 1846 | loss: 0.0311537 | val_loss: 0.0311912 | Time: 1689.23 ms
[2022-02-28 21:48:26 main:574] : INFO : Epoch 1847 | loss: 0.0311474 | val_loss: 0.031207 | Time: 1709.76 ms
[2022-02-28 21:48:28 main:574] : INFO : Epoch 1848 | loss: 0.0311458 | val_loss: 0.0311971 | Time: 1721.03 ms
[2022-02-28 21:48:30 main:574] : INFO : Epoch 1849 | loss: 0.0311448 | val_loss: 0.0311967 | Time: 1712.22 ms
[2022-02-28 21:48:31 main:574] : INFO : Epoch 1850 | loss: 0.0311487 | val_loss: 0.0311977 | Time: 1699.1 ms
[2022-02-28 21:48:33 main:574] : INFO : Epoch 1851 | loss: 0.0311441 | val_loss: 0.0312036 | Time: 1697.2 ms
[2022-02-28 21:48:35 main:574] : INFO : Epoch 1852 | loss: 0.0311427 | val_loss: 0.0312077 | Time: 1721.79 ms
[2022-02-28 21:48:36 main:574] : INFO : Epoch 1853 | loss: 0.0311449 | val_loss: 0.031198 | Time: 1709.34 ms
[2022-02-28 21:48:38 main:574] : INFO : Epoch 1854 | loss: 0.0311435 | val_loss: 0.0312047 | Time: 1712.88 ms
[2022-02-28 21:48:40 main:574] : INFO : Epoch 1855 | loss: 0.0311424 | val_loss: 0.0311989 | Time: 1686.94 ms
[2022-02-28 21:48:42 main:574] : INFO : Epoch 1856 | loss: 0.0311416 | val_loss: 0.0311997 | Time: 1680.44 ms
[2022-02-28 21:48:43 main:574] : INFO : Epoch 1857 | loss: 0.0311419 | val_loss: 0.0312026 | Time: 1691.77 ms
[2022-02-28 21:48:45 main:574] : INFO : Epoch 1858 | loss: 0.0311459 | val_loss: 0.0312028 | Time: 1693.96 ms
[2022-02-28 21:48:47 main:574] : INFO : Epoch 1859 | loss: 0.0311473 | val_loss: 0.031211 | Time: 1703.36 ms
[2022-02-28 21:48:48 main:574] : INFO : Epoch 1860 | loss: 0.0311474 | val_loss: 0.0312014 | Time: 1673.79 ms
[2022-02-28 21:48:50 main:574] : INFO : Epoch 1861 | loss: 0.0311439 | val_loss: 0.0312021 | Time: 1669.99 ms
[2022-02-28 21:48:52 main:574] : INFO : Epoch 1862 | loss: 0.0311436 | val_loss: 0.0312022 | Time: 1712.64 ms
[2022-02-28 21:48:53 main:574] : INFO : Epoch 1863 | loss: 0.0311393 | val_loss: 0.0312024 | Time: 1686.47 ms
[2022-02-28 21:48:55 main:574] : INFO : Epoch 1864 | loss: 0.0311457 | val_loss: 0.0312078 | Time: 1708.07 ms
[2022-02-28 21:48:57 main:574] : INFO : Epoch 1865 | loss: 0.0311455 | val_loss: 0.0311992 | Time: 1739.8 ms
[2022-02-28 21:48:59 main:574] : INFO : Epoch 1866 | loss: 0.031147 | val_loss: 0.0312021 | Time: 1686.37 ms
[2022-02-28 21:49:00 main:574] : INFO : Epoch 1867 | loss: 0.0311455 | val_loss: 0.0312006 | Time: 1723.76 ms
[2022-02-28 21:49:02 main:574] : INFO : Epoch 1868 | loss: 0.0311442 | val_loss: 0.0311939 | Time: 1695.54 ms
[2022-02-28 21:49:04 main:574] : INFO : Epoch 1869 | loss: 0.0311436 | val_loss: 0.0311941 | Time: 1735.41 ms
[2022-02-28 21:49:05 main:574] : INFO : Epoch 1870 | loss: 0.0311395 | val_loss: 0.0312098 | Time: 1692.98 ms
[2022-02-28 21:49:07 main:574] : INFO : Epoch 1871 | loss: 0.0311397 | val_loss: 0.0312005 | Time: 1709.75 ms
[2022-02-28 21:49:09 main:574] : INFO : Epoch 1872 | loss: 0.0311374 | val_loss: 0.0312119 | Time: 1747.82 ms
[2022-02-28 21:49:11 main:574] : INFO : Epoch 1873 | loss: 0.03114 | val_loss: 0.0311977 | Time: 1736.46 ms
[2022-02-28 21:49:12 main:574] : INFO : Epoch 1874 | loss: 0.0311407 | val_loss: 0.0311999 | Time: 1700.23 ms
[2022-02-28 21:49:14 main:574] : INFO : Epoch 1875 | loss: 0.0311507 | val_loss: 0.0311981 | Time: 1682.67 ms
[2022-02-28 21:49:16 main:574] : INFO : Epoch 1876 | loss: 0.0311499 | val_loss: 0.0312096 | Time: 1735.23 ms
[2022-02-28 21:49:17 main:574] : INFO : Epoch 1877 | loss: 0.0311429 | val_loss: 0.0312009 | Time: 1753.95 ms
[2022-02-28 21:49:19 main:574] : INFO : Epoch 1878 | loss: 0.0311416 | val_loss: 0.0312007 | Time: 1740.35 ms
[2022-02-28 21:49:21 main:574] : INFO : Epoch 1879 | loss: 0.0311431 | val_loss: 0.0312026 | Time: 1717.82 ms
[2022-02-28 21:49:23 main:574] : INFO : Epoch 1880 | loss: 0.0311484 | val_loss: 0.0312075 | Time: 1702.45 ms
[2022-02-28 21:49:24 main:574] : INFO : Epoch 1881 | loss: 0.031162 | val_loss: 0.0311951 | Time: 1770.89 ms
[2022-02-28 21:49:26 main:574] : INFO : Epoch 1882 | loss: 0.0311534 | val_loss: 0.0312 | Time: 1700.58 ms
[2022-02-28 21:49:28 main:574] : INFO : Epoch 1883 | loss: 0.0311487 | val_loss: 0.0312073 | Time: 1714.41 ms
[2022-02-28 21:49:30 main:574] : INFO : Epoch 1884 | loss: 0.0311463 | val_loss: 0.031205 | Time: 1726.98 ms
[2022-02-28 21:49:31 main:574] : INFO : Epoch 1885 | loss: 0.0311452 | val_loss: 0.0312071 | Time: 1716.26 ms
[2022-02-28 21:49:33 main:574] : INFO : Epoch 1886 | loss: 0.0311453 | val_loss: 0.0312 | Time: 1708.83 ms
[2022-02-28 21:49:35 main:574] : INFO : Epoch 1887 | loss: 0.0311434 | val_loss: 0.0312044 | Time: 1739.14 ms
[2022-02-28 21:49:36 main:574] : INFO : Epoch 1888 | loss: 0.0311394 | val_loss: 0.0312034 | Time: 1714.75 ms
[2022-02-28 21:49:38 main:574] : INFO : Epoch 1889 | loss: 0.0311401 | val_loss: 0.0311991 | Time: 1727.32 ms
[2022-02-28 21:49:40 main:574] : INFO : Epoch 1890 | loss: 0.0311407 | val_loss: 0.0311997 | Time: 1737.1 ms
[2022-02-28 21:49:42 main:574] : INFO : Epoch 1891 | loss: 0.0311376 | val_loss: 0.0311965 | Time: 1745.9 ms
[2022-02-28 21:49:43 main:574] : INFO : Epoch 1892 | loss: 0.0311393 | val_loss: 0.0312091 | Time: 1704.23 ms
[2022-02-28 21:49:45 main:574] : INFO : Epoch 1893 | loss: 0.0311427 | val_loss: 0.0312037 | Time: 1685.09 ms
[2022-02-28 21:49:47 main:574] : INFO : Epoch 1894 | loss: 0.0311398 | val_loss: 0.0311977 | Time: 1704.96 ms
[2022-02-28 21:49:49 main:574] : INFO : Epoch 1895 | loss: 0.031137 | val_loss: 0.0312063 | Time: 1690.25 ms
[2022-02-28 21:49:50 main:574] : INFO : Epoch 1896 | loss: 0.0311561 | val_loss: 0.0312009 | Time: 1734.98 ms
[2022-02-28 21:49:52 main:574] : INFO : Epoch 1897 | loss: 0.031189 | val_loss: 0.0311902 | Time: 1704.79 ms
[2022-02-28 21:49:54 main:574] : INFO : Epoch 1898 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 1761.15 ms
[2022-02-28 21:49:55 main:574] : INFO : Epoch 1899 | loss: 0.0311664 | val_loss: 0.0311867 | Time: 1706.84 ms
[2022-02-28 21:49:57 main:574] : INFO : Epoch 1900 | loss: 0.0311608 | val_loss: 0.0311967 | Time: 1680.6 ms
[2022-02-28 21:49:59 main:574] : INFO : Epoch 1901 | loss: 0.0311555 | val_loss: 0.03119 | Time: 1720.4 ms
[2022-02-28 21:50:01 main:574] : INFO : Epoch 1902 | loss: 0.0311499 | val_loss: 0.0311893 | Time: 1725.73 ms
[2022-02-28 21:50:02 main:574] : INFO : Epoch 1903 | loss: 0.031149 | val_loss: 0.0311996 | Time: 1730.1 ms
[2022-02-28 21:50:04 main:574] : INFO : Epoch 1904 | loss: 0.0311461 | val_loss: 0.0311993 | Time: 1737.71 ms
[2022-02-28 21:50:06 main:574] : INFO : Epoch 1905 | loss: 0.0311439 | val_loss: 0.0311922 | Time: 1740.5 ms
[2022-02-28 21:50:08 main:574] : INFO : Epoch 1906 | loss: 0.0311427 | val_loss: 0.0312036 | Time: 1747.66 ms
[2022-02-28 21:50:09 main:574] : INFO : Epoch 1907 | loss: 0.0311429 | val_loss: 0.0312065 | Time: 1720.21 ms
[2022-02-28 21:50:11 main:574] : INFO : Epoch 1908 | loss: 0.0311427 | val_loss: 0.0311975 | Time: 1692.71 ms
[2022-02-28 21:50:13 main:574] : INFO : Epoch 1909 | loss: 0.0311434 | val_loss: 0.0311961 | Time: 1692 ms
[2022-02-28 21:50:14 main:574] : INFO : Epoch 1910 | loss: 0.0311407 | val_loss: 0.0312036 | Time: 1701.42 ms
[2022-02-28 21:50:16 main:574] : INFO : Epoch 1911 | loss: 0.0311427 | val_loss: 0.0312086 | Time: 1696.28 ms
[2022-02-28 21:50:18 main:574] : INFO : Epoch 1912 | loss: 0.0311411 | val_loss: 0.0311972 | Time: 1722.57 ms
[2022-02-28 21:50:20 main:574] : INFO : Epoch 1913 | loss: 0.0311403 | val_loss: 0.0311956 | Time: 1708.27 ms
[2022-02-28 21:50:21 main:574] : INFO : Epoch 1914 | loss: 0.0311511 | val_loss: 0.0311986 | Time: 1731.43 ms
[2022-02-28 21:50:23 main:574] : INFO : Epoch 1915 | loss: 0.0311497 | val_loss: 0.0311968 | Time: 1726.85 ms
[2022-02-28 21:50:25 main:574] : INFO : Epoch 1916 | loss: 0.0311395 | val_loss: 0.0312136 | Time: 1726.88 ms
[2022-02-28 21:50:26 main:574] : INFO : Epoch 1917 | loss: 0.031143 | val_loss: 0.0312096 | Time: 1689.77 ms
[2022-02-28 21:50:28 main:574] : INFO : Epoch 1918 | loss: 0.0311429 | val_loss: 0.0311982 | Time: 1691.02 ms
[2022-02-28 21:50:30 main:574] : INFO : Epoch 1919 | loss: 0.0311408 | val_loss: 0.0312057 | Time: 1698.06 ms
[2022-02-28 21:50:32 main:574] : INFO : Epoch 1920 | loss: 0.0311528 | val_loss: 0.0312094 | Time: 1727.99 ms
[2022-02-28 21:50:33 main:574] : INFO : Epoch 1921 | loss: 0.0311964 | val_loss: 0.0311943 | Time: 1715.53 ms
[2022-02-28 21:50:35 main:574] : INFO : Epoch 1922 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 1720.13 ms
[2022-02-28 21:50:37 main:574] : INFO : Epoch 1923 | loss: 0.0311757 | val_loss: 0.031185 | Time: 1690.36 ms
[2022-02-28 21:50:38 main:574] : INFO : Epoch 1924 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 1700.29 ms
[2022-02-28 21:50:40 main:574] : INFO : Epoch 1925 | loss: 0.0311666 | val_loss: 0.031181 | Time: 1696.27 ms
[2022-02-28 21:50:42 main:574] : INFO : Epoch 1926 | loss: 0.0311613 | val_loss: 0.0311853 | Time: 1724.94 ms
[2022-02-28 21:50:44 main:574] : INFO : Epoch 1927 | loss: 0.0311565 | val_loss: 0.0311852 | Time: 1717.1 ms
[2022-02-28 21:50:45 main:574] : INFO : Epoch 1928 | loss: 0.0311541 | val_loss: 0.0311882 | Time: 1733.39 ms
[2022-02-28 21:50:47 main:574] : INFO : Epoch 1929 | loss: 0.0311552 | val_loss: 0.0311909 | Time: 1696.21 ms
[2022-02-28 21:50:49 main:574] : INFO : Epoch 1930 | loss: 0.0311499 | val_loss: 0.0311928 | Time: 1722 ms
[2022-02-28 21:50:50 main:574] : INFO : Epoch 1931 | loss: 0.0311475 | val_loss: 0.0311913 | Time: 1693.81 ms
[2022-02-28 21:50:52 main:574] : INFO : Epoch 1932 | loss: 0.0311478 | val_loss: 0.031193 | Time: 1690.63 ms
[2022-02-28 21:50:54 main:574] : INFO : Epoch 1933 | loss: 0.031145 | val_loss: 0.0311932 | Time: 1700.52 ms
[2022-02-28 21:50:56 main:574] : INFO : Epoch 1934 | loss: 0.0311424 | val_loss: 0.0311927 | Time: 1734.19 ms
[2022-02-28 21:50:57 main:574] : INFO : Epoch 1935 | loss: 0.0311419 | val_loss: 0.0311954 | Time: 1668.66 ms
[2022-02-28 21:50:59 main:574] : INFO : Epoch 1936 | loss: 0.0311435 | val_loss: 0.0312008 | Time: 1734.62 ms
[2022-02-28 21:51:01 main:574] : INFO : Epoch 1937 | loss: 0.031148 | val_loss: 0.0311995 | Time: 1738.07 ms
[2022-02-28 21:51:02 main:574] : INFO : Epoch 1938 | loss: 0.0311877 | val_loss: 0.0312099 | Time: 1700.99 ms
[2022-02-28 21:51:04 main:574] : INFO : Epoch 1939 | loss: 0.0311996 | val_loss: 0.0311952 | Time: 1749.11 ms
[2022-02-28 21:51:06 main:574] : INFO : Epoch 1940 | loss: 0.0311885 | val_loss: 0.0311918 | Time: 1690.67 ms
[2022-02-28 21:51:08 main:574] : INFO : Epoch 1941 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 1722.1 ms
[2022-02-28 21:51:09 main:574] : INFO : Epoch 1942 | loss: 0.0311768 | val_loss: 0.0311861 | Time: 1700.01 ms
[2022-02-28 21:51:11 main:574] : INFO : Epoch 1943 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 1695.25 ms
[2022-02-28 21:51:13 main:574] : INFO : Epoch 1944 | loss: 0.0311713 | val_loss: 0.0311845 | Time: 1719.52 ms
[2022-02-28 21:51:14 main:574] : INFO : Epoch 1945 | loss: 0.0311701 | val_loss: 0.0311827 | Time: 1694.41 ms
[2022-02-28 21:51:16 main:574] : INFO : Epoch 1946 | loss: 0.0311678 | val_loss: 0.0311846 | Time: 1734.46 ms
[2022-02-28 21:51:18 main:574] : INFO : Epoch 1947 | loss: 0.0311685 | val_loss: 0.0311839 | Time: 1679.13 ms
[2022-02-28 21:51:20 main:574] : INFO : Epoch 1948 | loss: 0.0311674 | val_loss: 0.0311844 | Time: 1726.13 ms
[2022-02-28 21:51:21 main:574] : INFO : Epoch 1949 | loss: 0.0311642 | val_loss: 0.0311844 | Time: 1680.23 ms
[2022-02-28 21:51:23 main:574] : INFO : Epoch 1950 | loss: 0.0311651 | val_loss: 0.0311852 | Time: 1741.23 ms
[2022-02-28 21:51:25 main:574] : INFO : Epoch 1951 | loss: 0.0311635 | val_loss: 0.0311899 | Time: 1704.69 ms
[2022-02-28 21:51:26 main:574] : INFO : Epoch 1952 | loss: 0.0311657 | val_loss: 0.0311864 | Time: 1681.53 ms
[2022-02-28 21:51:28 main:574] : INFO : Epoch 1953 | loss: 0.0311623 | val_loss: 0.0311854 | Time: 1710.99 ms
[2022-02-28 21:51:30 main:574] : INFO : Epoch 1954 | loss: 0.0311598 | val_loss: 0.0311865 | Time: 1744.21 ms
[2022-02-28 21:51:32 main:574] : INFO : Epoch 1955 | loss: 0.0311629 | val_loss: 0.0311897 | Time: 1723.96 ms
[2022-02-28 21:51:33 main:574] : INFO : Epoch 1956 | loss: 0.0311613 | val_loss: 0.0311881 | Time: 1698.92 ms
[2022-02-28 21:51:35 main:574] : INFO : Epoch 1957 | loss: 0.0311592 | val_loss: 0.0311844 | Time: 1722.97 ms
[2022-02-28 21:51:37 main:574] : INFO : Epoch 1958 | loss: 0.0311568 | val_loss: 0.0311908 | Time: 1692.6 ms
[2022-02-28 21:51:38 main:574] : INFO : Epoch 1959 | loss: 0.0311575 | val_loss: 0.0311874 | Time: 1715.11 ms
[2022-02-28 21:51:40 main:574] : INFO : Epoch 1960 | loss: 0.0311557 | val_loss: 0.0311879 | Time: 1733.28 ms
[2022-02-28 21:51:42 main:574] : INFO : Epoch 1961 | loss: 0.0311548 | val_loss: 0.0311902 | Time: 1701.75 ms
[2022-02-28 21:51:44 main:574] : INFO : Epoch 1962 | loss: 0.0311596 | val_loss: 0.0311859 | Time: 1697.52 ms
[2022-02-28 21:51:45 main:574] : INFO : Epoch 1963 | loss: 0.0311545 | val_loss: 0.0311878 | Time: 1725.51 ms
[2022-02-28 21:51:47 main:574] : INFO : Epoch 1964 | loss: 0.031154 | val_loss: 0.0311878 | Time: 1733.47 ms
[2022-02-28 21:51:49 main:574] : INFO : Epoch 1965 | loss: 0.0311573 | val_loss: 0.0311845 | Time: 1721.09 ms
[2022-02-28 21:51:50 main:574] : INFO : Epoch 1966 | loss: 0.0311579 | val_loss: 0.031188 | Time: 1733.32 ms
[2022-02-28 21:51:52 main:574] : INFO : Epoch 1967 | loss: 0.0311564 | val_loss: 0.0311845 | Time: 1702.2 ms
[2022-02-28 21:51:54 main:574] : INFO : Epoch 1968 | loss: 0.0311531 | val_loss: 0.0311872 | Time: 1725.22 ms
[2022-02-28 21:51:56 main:574] : INFO : Epoch 1969 | loss: 0.0311545 | val_loss: 0.0311858 | Time: 1716.33 ms
[2022-02-28 21:51:57 main:574] : INFO : Epoch 1970 | loss: 0.0311514 | val_loss: 0.0311847 | Time: 1665.22 ms
[2022-02-28 21:51:59 main:574] : INFO : Epoch 1971 | loss: 0.031153 | val_loss: 0.0311866 | Time: 1677.99 ms
[2022-02-28 21:52:01 main:574] : INFO : Epoch 1972 | loss: 0.0311536 | val_loss: 0.0311829 | Time: 1710.5 ms
[2022-02-28 21:52:02 main:574] : INFO : Epoch 1973 | loss: 0.0311531 | val_loss: 0.0311857 | Time: 1733.01 ms
[2022-02-28 21:52:04 main:574] : INFO : Epoch 1974 | loss: 0.0311518 | val_loss: 0.0311858 | Time: 1689.67 ms
[2022-02-28 21:52:06 main:574] : INFO : Epoch 1975 | loss: 0.031153 | val_loss: 0.0311859 | Time: 1685.86 ms
[2022-02-28 21:52:08 main:574] : INFO : Epoch 1976 | loss: 0.0311548 | val_loss: 0.0311908 | Time: 1750.49 ms
[2022-02-28 21:52:09 main:574] : INFO : Epoch 1977 | loss: 0.0311557 | val_loss: 0.0311892 | Time: 1728.94 ms
[2022-02-28 21:52:11 main:574] : INFO : Epoch 1978 | loss: 0.0311619 | val_loss: 0.0311812 | Time: 1746.84 ms
[2022-02-28 21:52:13 main:574] : INFO : Epoch 1979 | loss: 0.0311694 | val_loss: 0.0311822 | Time: 1715.19 ms
[2022-02-28 21:52:14 main:574] : INFO : Epoch 1980 | loss: 0.0311724 | val_loss: 0.0311818 | Time: 1722.7 ms
[2022-02-28 21:52:16 main:574] : INFO : Epoch 1981 | loss: 0.0311636 | val_loss: 0.0311831 | Time: 1701.03 ms
[2022-02-28 21:52:18 main:574] : INFO : Epoch 1982 | loss: 0.031159 | val_loss: 0.0311867 | Time: 1741.43 ms
[2022-02-28 21:52:20 main:574] : INFO : Epoch 1983 | loss: 0.0311555 | val_loss: 0.031188 | Time: 1721.06 ms
[2022-02-28 21:52:21 main:574] : INFO : Epoch 1984 | loss: 0.0311544 | val_loss: 0.0311838 | Time: 1707.16 ms
[2022-02-28 21:52:23 main:574] : INFO : Epoch 1985 | loss: 0.0311519 | val_loss: 0.0311859 | Time: 1670.31 ms
[2022-02-28 21:52:25 main:574] : INFO : Epoch 1986 | loss: 0.0311535 | val_loss: 0.031189 | Time: 1725.97 ms
[2022-02-28 21:52:26 main:574] : INFO : Epoch 1987 | loss: 0.0311536 | val_loss: 0.0311883 | Time: 1717.06 ms
[2022-02-28 21:52:28 main:574] : INFO : Epoch 1988 | loss: 0.0311527 | val_loss: 0.031188 | Time: 1691.41 ms
[2022-02-28 21:52:30 main:574] : INFO : Epoch 1989 | loss: 0.0311519 | val_loss: 0.0311857 | Time: 1690.1 ms
[2022-02-28 21:52:32 main:574] : INFO : Epoch 1990 | loss: 0.0311511 | val_loss: 0.0311868 | Time: 1700.42 ms
[2022-02-28 21:52:33 main:574] : INFO : Epoch 1991 | loss: 0.0311513 | val_loss: 0.0311881 | Time: 1721.87 ms
[2022-02-28 21:52:35 main:574] : INFO : Epoch 1992 | loss: 0.0311494 | val_loss: 0.0311829 | Time: 1673.9 ms
[2022-02-28 21:52:37 main:574] : INFO : Epoch 1993 | loss: 0.031148 | val_loss: 0.0311908 | Time: 1720.42 ms
[2022-02-28 21:52:38 main:574] : INFO : Epoch 1994 | loss: 0.0311477 | val_loss: 0.0311828 | Time: 1740.17 ms
[2022-02-28 21:52:40 main:574] : INFO : Epoch 1995 | loss: 0.0311479 | val_loss: 0.0311966 | Time: 1715.86 ms
[2022-02-28 21:52:42 main:574] : INFO : Epoch 1996 | loss: 0.0311456 | val_loss: 0.0311883 | Time: 1707.28 ms
[2022-02-28 21:52:44 main:574] : INFO : Epoch 1997 | loss: 0.031145 | val_loss: 0.0311911 | Time: 1718.52 ms
[2022-02-28 21:52:45 main:574] : INFO : Epoch 1998 | loss: 0.031147 | val_loss: 0.031186 | Time: 1733.37 ms
[2022-02-28 21:52:47 main:574] : INFO : Epoch 1999 | loss: 0.0311461 | val_loss: 0.0311942 | Time: 1714.36 ms
[2022-02-28 21:52:49 main:574] : INFO : Epoch 2000 | loss: 0.0311439 | val_loss: 0.031188 | Time: 1718.89 ms
[2022-02-28 21:52:50 main:574] : INFO : Epoch 2001 | loss: 0.0311463 | val_loss: 0.0311869 | Time: 1673.54 ms
[2022-02-28 21:52:52 main:574] : INFO : Epoch 2002 | loss: 0.0311454 | val_loss: 0.0311991 | Time: 1709.36 ms
[2022-02-28 21:52:54 main:574] : INFO : Epoch 2003 | loss: 0.0311424 | val_loss: 0.031189 | Time: 1717.18 ms
[2022-02-28 21:52:56 main:574] : INFO : Epoch 2004 | loss: 0.031141 | val_loss: 0.0311962 | Time: 1665.23 ms
[2022-02-28 21:52:57 main:574] : INFO : Epoch 2005 | loss: 0.0311394 | val_loss: 0.0311949 | Time: 1719.64 ms
[2022-02-28 21:52:59 main:574] : INFO : Epoch 2006 | loss: 0.0311438 | val_loss: 0.0311929 | Time: 1728.46 ms
[2022-02-28 21:53:01 main:574] : INFO : Epoch 2007 | loss: 0.0311428 | val_loss: 0.0312016 | Time: 1704.88 ms
[2022-02-28 21:53:02 main:574] : INFO : Epoch 2008 | loss: 0.0311417 | val_loss: 0.0311867 | Time: 1692.93 ms
[2022-02-28 21:53:04 main:574] : INFO : Epoch 2009 | loss: 0.031145 | val_loss: 0.0311977 | Time: 1703.16 ms
[2022-02-28 21:53:06 main:574] : INFO : Epoch 2010 | loss: 0.0311403 | val_loss: 0.0311947 | Time: 1717.67 ms
[2022-02-28 21:53:08 main:574] : INFO : Epoch 2011 | loss: 0.0311408 | val_loss: 0.0311968 | Time: 1742.67 ms
[2022-02-28 21:53:09 main:574] : INFO : Epoch 2012 | loss: 0.0311439 | val_loss: 0.0311964 | Time: 1675.86 ms
[2022-02-28 21:53:11 main:574] : INFO : Epoch 2013 | loss: 0.031146 | val_loss: 0.0311914 | Time: 1773.63 ms
[2022-02-28 21:53:13 main:574] : INFO : Epoch 2014 | loss: 0.0311441 | val_loss: 0.0311909 | Time: 1710.05 ms
[2022-02-28 21:53:14 main:574] : INFO : Epoch 2015 | loss: 0.0311478 | val_loss: 0.0311954 | Time: 1690.75 ms
[2022-02-28 21:53:16 main:574] : INFO : Epoch 2016 | loss: 0.031148 | val_loss: 0.0311948 | Time: 1724.47 ms
[2022-02-28 21:53:18 main:574] : INFO : Epoch 2017 | loss: 0.0311468 | val_loss: 0.03119 | Time: 1710.66 ms
[2022-02-28 21:53:20 main:574] : INFO : Epoch 2018 | loss: 0.0311413 | val_loss: 0.0311937 | Time: 1714.52 ms
[2022-02-28 21:53:21 main:574] : INFO : Epoch 2019 | loss: 0.031141 | val_loss: 0.0311915 | Time: 1705.42 ms
[2022-02-28 21:53:23 main:574] : INFO : Epoch 2020 | loss: 0.0311384 | val_loss: 0.0311911 | Time: 1702.88 ms
[2022-02-28 21:53:25 main:574] : INFO : Epoch 2021 | loss: 0.0311403 | val_loss: 0.0311929 | Time: 1681.73 ms
[2022-02-28 21:53:26 main:574] : INFO : Epoch 2022 | loss: 0.0311393 | val_loss: 0.0311889 | Time: 1708.83 ms
[2022-02-28 21:53:28 main:574] : INFO : Epoch 2023 | loss: 0.0311389 | val_loss: 0.031193 | Time: 1723.68 ms
[2022-02-28 21:53:30 main:574] : INFO : Epoch 2024 | loss: 0.0311391 | val_loss: 0.0311901 | Time: 1710.89 ms
[2022-02-28 21:53:32 main:574] : INFO : Epoch 2025 | loss: 0.0311411 | val_loss: 0.0311919 | Time: 1737.06 ms
[2022-02-28 21:53:33 main:574] : INFO : Epoch 2026 | loss: 0.0311417 | val_loss: 0.0311977 | Time: 1694.95 ms
[2022-02-28 21:53:35 main:574] : INFO : Epoch 2027 | loss: 0.0311418 | val_loss: 0.0311898 | Time: 1706.43 ms
[2022-02-28 21:53:37 main:574] : INFO : Epoch 2028 | loss: 0.0311365 | val_loss: 0.0311898 | Time: 1743.37 ms
[2022-02-28 21:53:39 main:574] : INFO : Epoch 2029 | loss: 0.0311381 | val_loss: 0.0311895 | Time: 1718.46 ms
[2022-02-28 21:53:40 main:574] : INFO : Epoch 2030 | loss: 0.0311361 | val_loss: 0.0311905 | Time: 1690.59 ms
[2022-02-28 21:53:42 main:574] : INFO : Epoch 2031 | loss: 0.0311378 | val_loss: 0.0311928 | Time: 1719.57 ms
[2022-02-28 21:53:44 main:574] : INFO : Epoch 2032 | loss: 0.0311376 | val_loss: 0.0311896 | Time: 1678.13 ms
[2022-02-28 21:53:45 main:574] : INFO : Epoch 2033 | loss: 0.0311371 | val_loss: 0.0311972 | Time: 1732.87 ms
[2022-02-28 21:53:47 main:574] : INFO : Epoch 2034 | loss: 0.0311356 | val_loss: 0.0311911 | Time: 1729.06 ms
[2022-02-28 21:53:49 main:574] : INFO : Epoch 2035 | loss: 0.0311369 | val_loss: 0.031193 | Time: 1716.77 ms
[2022-02-28 21:53:51 main:574] : INFO : Epoch 2036 | loss: 0.031137 | val_loss: 0.0311927 | Time: 1729.81 ms
[2022-02-28 21:53:52 main:574] : INFO : Epoch 2037 | loss: 0.0311398 | val_loss: 0.0311972 | Time: 1730.3 ms
[2022-02-28 21:53:54 main:574] : INFO : Epoch 2038 | loss: 0.0311623 | val_loss: 0.0311835 | Time: 1724.63 ms
[2022-02-28 21:53:56 main:574] : INFO : Epoch 2039 | loss: 0.0311589 | val_loss: 0.03119 | Time: 1746.36 ms
[2022-02-28 21:53:58 main:574] : INFO : Epoch 2040 | loss: 0.0311547 | val_loss: 0.0311856 | Time: 1736.41 ms
[2022-02-28 21:53:59 main:574] : INFO : Epoch 2041 | loss: 0.0311477 | val_loss: 0.0311931 | Time: 1704.39 ms
[2022-02-28 21:54:01 main:574] : INFO : Epoch 2042 | loss: 0.0311419 | val_loss: 0.0311892 | Time: 1714.76 ms
[2022-02-28 21:54:03 main:574] : INFO : Epoch 2043 | loss: 0.0311419 | val_loss: 0.0311906 | Time: 1680.9 ms
[2022-02-28 21:54:04 main:574] : INFO : Epoch 2044 | loss: 0.031143 | val_loss: 0.0311923 | Time: 1711.62 ms
[2022-02-28 21:54:06 main:574] : INFO : Epoch 2045 | loss: 0.031138 | val_loss: 0.0311864 | Time: 1699.37 ms
[2022-02-28 21:54:08 main:574] : INFO : Epoch 2046 | loss: 0.0311386 | val_loss: 0.0311932 | Time: 1706.48 ms
[2022-02-28 21:54:09 main:574] : INFO : Epoch 2047 | loss: 0.0311381 | val_loss: 0.0311962 | Time: 1698.53 ms
[2022-02-28 21:54:11 main:574] : INFO : Epoch 2048 | loss: 0.0311369 | val_loss: 0.031198 | Time: 1708.2 ms
[2022-02-28 21:54:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031198
[2022-02-28 21:54:11 main:603] : INFO : Saving end state to config to file
[2022-02-28 21:54:11 main:608] : INFO : Success, exiting..
21:54:11 (8752): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)