Task 5175426
| Name | ParityModified-1619580766-2234-0_1 |
| Workunit | 3064598 |
| Created | 11 May 2021, 4:56:14 UTC |
| Sent | 11 May 2021, 5:43:10 UTC |
| Report deadline | 19 May 2021, 5:43:10 UTC |
| Received | 11 May 2021, 14:30:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 59 min 50 sec |
| CPU time | 57 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310983 | val_loss: 0.031204 | Time: 1668.41 ms
[2021-05-11 17:14:50 main:574] : INFO : Epoch 1543 | loss: 0.0310981 | val_loss: 0.0311887 | Time: 1713.73 ms
[2021-05-11 17:14:51 main:574] : INFO : Epoch 1544 | loss: 0.0310965 | val_loss: 0.0312001 | Time: 1726.83 ms
[2021-05-11 17:14:53 main:574] : INFO : Epoch 1545 | loss: 0.0310911 | val_loss: 0.0311919 | Time: 1693.29 ms
[2021-05-11 17:14:55 main:574] : INFO : Epoch 1546 | loss: 0.0310926 | val_loss: 0.0311898 | Time: 1685.16 ms
[2021-05-11 17:14:57 main:574] : INFO : Epoch 1547 | loss: 0.031093 | val_loss: 0.0311887 | Time: 1672.28 ms
[2021-05-11 17:14:58 main:574] : INFO : Epoch 1548 | loss: 0.031095 | val_loss: 0.0311944 | Time: 1718.21 ms
[2021-05-11 17:15:00 main:574] : INFO : Epoch 1549 | loss: 0.0310905 | val_loss: 0.0312076 | Time: 1706.98 ms
[2021-05-11 17:15:02 main:574] : INFO : Epoch 1550 | loss: 0.0310863 | val_loss: 0.0311891 | Time: 1694.9 ms
[2021-05-11 17:15:04 main:574] : INFO : Epoch 1551 | loss: 0.0310854 | val_loss: 0.0311938 | Time: 1714.28 ms
[2021-05-11 17:15:05 main:574] : INFO : Epoch 1552 | loss: 0.0310884 | val_loss: 0.0311898 | Time: 1719.7 ms
[2021-05-11 17:15:07 main:574] : INFO : Epoch 1553 | loss: 0.0310886 | val_loss: 0.0312087 | Time: 1698.55 ms
[2021-05-11 17:15:09 main:574] : INFO : Epoch 1554 | loss: 0.0310916 | val_loss: 0.0312019 | Time: 1724.47 ms
[2021-05-11 17:15:11 main:574] : INFO : Epoch 1555 | loss: 0.0310881 | val_loss: 0.0311878 | Time: 1685.94 ms
[2021-05-11 17:15:12 main:574] : INFO : Epoch 1556 | loss: 0.0310913 | val_loss: 0.0311918 | Time: 1714.79 ms
[2021-05-11 17:15:14 main:574] : INFO : Epoch 1557 | loss: 0.0310881 | val_loss: 0.0312041 | Time: 1678.15 ms
[2021-05-11 17:15:16 main:574] : INFO : Epoch 1558 | loss: 0.031088 | val_loss: 0.0311838 | Time: 1707.8 ms
[2021-05-11 17:15:18 main:574] : INFO : Epoch 1559 | loss: 0.0310882 | val_loss: 0.0311983 | Time: 1663.57 ms
[2021-05-11 17:15:19 main:574] : INFO : Epoch 1560 | loss: 0.0310836 | val_loss: 0.0311988 | Time: 1699.8 ms
[2021-05-11 17:15:21 main:574] : INFO : Epoch 1561 | loss: 0.0310806 | val_loss: 0.0311925 | Time: 1711.03 ms
[2021-05-11 17:15:23 main:574] : INFO : Epoch 1562 | loss: 0.0310837 | val_loss: 0.0311904 | Time: 1696.46 ms
[2021-05-11 17:15:25 main:574] : INFO : Epoch 1563 | loss: 0.0310811 | val_loss: 0.0311906 | Time: 1699 ms
[2021-05-11 17:15:26 main:574] : INFO : Epoch 1564 | loss: 0.0310822 | val_loss: 0.0311927 | Time: 1669.44 ms
[2021-05-11 17:15:28 main:574] : INFO : Epoch 1565 | loss: 0.0310831 | val_loss: 0.0312004 | Time: 1701 ms
[2021-05-11 17:15:30 main:574] : INFO : Epoch 1566 | loss: 0.0310818 | val_loss: 0.0311906 | Time: 1698.66 ms
[2021-05-11 17:15:32 main:574] : INFO : Epoch 1567 | loss: 0.0310825 | val_loss: 0.031207 | Time: 1702.25 ms
[2021-05-11 17:15:33 main:574] : INFO : Epoch 1568 | loss: 0.0310794 | val_loss: 0.0311951 | Time: 1688.07 ms
[2021-05-11 17:15:35 main:574] : INFO : Epoch 1569 | loss: 0.0310835 | val_loss: 0.0312239 | Time: 1705.62 ms
[2021-05-11 17:15:37 main:574] : INFO : Epoch 1570 | loss: 0.031087 | val_loss: 0.0311914 | Time: 1653.12 ms
[2021-05-11 17:15:39 main:574] : INFO : Epoch 1571 | loss: 0.0310931 | val_loss: 0.0311955 | Time: 1699.1 ms
[2021-05-11 17:15:40 main:574] : INFO : Epoch 1572 | loss: 0.0310876 | val_loss: 0.0311815 | Time: 1703.33 ms
[2021-05-11 17:15:42 main:574] : INFO : Epoch 1573 | loss: 0.0310847 | val_loss: 0.0311953 | Time: 1709.73 ms
[2021-05-11 17:15:44 main:574] : INFO : Epoch 1574 | loss: 0.0310813 | val_loss: 0.0311991 | Time: 1714.45 ms
[2021-05-11 17:15:46 main:574] : INFO : Epoch 1575 | loss: 0.0310825 | val_loss: 0.0312095 | Time: 1692.36 ms
[2021-05-11 17:15:47 main:574] : INFO : Epoch 1576 | loss: 0.0310868 | val_loss: 0.0312019 | Time: 1671.57 ms
[2021-05-11 17:15:49 main:574] : INFO : Epoch 1577 | loss: 0.0310819 | val_loss: 0.0311882 | Time: 1697.17 ms
[2021-05-11 17:15:51 main:574] : INFO : Epoch 1578 | loss: 0.0310816 | val_loss: 0.0311983 | Time: 1682.63 ms
[2021-05-11 17:15:53 main:574] : INFO : Epoch 1579 | loss: 0.0310823 | val_loss: 0.031207 | Time: 1681.81 ms
[2021-05-11 17:15:54 main:574] : INFO : Epoch 1580 | loss: 0.0310827 | val_loss: 0.0312116 | Time: 1698.99 ms
[2021-05-11 17:15:56 main:574] : INFO : Epoch 1581 | loss: 0.0310867 | val_loss: 0.0311829 | Time: 1673.82 ms
[2021-05-11 17:15:58 main:574] : INFO : Epoch 1582 | loss: 0.031085 | val_loss: 0.0311963 | Time: 1680.71 ms
[2021-05-11 17:16:00 main:574] : INFO : Epoch 1583 | loss: 0.0310927 | val_loss: 0.0311997 | Time: 1703.95 ms
[2021-05-11 17:16:01 main:574] : INFO : Epoch 1584 | loss: 0.0310837 | val_loss: 0.0312006 | Time: 1729.66 ms
[2021-05-11 17:16:03 main:574] : INFO : Epoch 1585 | loss: 0.031081 | val_loss: 0.0311974 | Time: 1692.85 ms
[2021-05-11 17:16:05 main:574] : INFO : Epoch 1586 | loss: 0.03108 | val_loss: 0.0312072 | Time: 1710.1 ms
[2021-05-11 17:16:07 main:574] : INFO : Epoch 1587 | loss: 0.0310766 | val_loss: 0.0312016 | Time: 1658.83 ms
[2021-05-11 17:16:08 main:574] : INFO : Epoch 1588 | loss: 0.0310848 | val_loss: 0.031208 | Time: 1689.9 ms
[2021-05-11 17:16:10 main:574] : INFO : Epoch 1589 | loss: 0.0310827 | val_loss: 0.0311888 | Time: 1700.12 ms
[2021-05-11 17:16:12 main:574] : INFO : Epoch 1590 | loss: 0.0310805 | val_loss: 0.0311936 | Time: 1709.2 ms
[2021-05-11 17:16:14 main:574] : INFO : Epoch 1591 | loss: 0.0310809 | val_loss: 0.0311951 | Time: 1737.59 ms
[2021-05-11 17:16:15 main:574] : INFO : Epoch 1592 | loss: 0.0310852 | val_loss: 0.0311793 | Time: 1699.94 ms
[2021-05-11 17:16:17 main:574] : INFO : Epoch 1593 | loss: 0.0310904 | val_loss: 0.0311909 | Time: 1665.46 ms
[2021-05-11 17:16:19 main:574] : INFO : Epoch 1594 | loss: 0.0311114 | val_loss: 0.0311806 | Time: 1706.15 ms
[2021-05-11 17:16:21 main:574] : INFO : Epoch 1595 | loss: 0.0311018 | val_loss: 0.0311837 | Time: 1690.89 ms
[2021-05-11 17:16:22 main:574] : INFO : Epoch 1596 | loss: 0.0310898 | val_loss: 0.031192 | Time: 1713.58 ms
[2021-05-11 17:16:24 main:574] : INFO : Epoch 1597 | loss: 0.0310895 | val_loss: 0.0311897 | Time: 1725.17 ms
[2021-05-11 17:16:26 main:574] : INFO : Epoch 1598 | loss: 0.0310797 | val_loss: 0.0312067 | Time: 1670.39 ms
[2021-05-11 17:16:28 main:574] : INFO : Epoch 1599 | loss: 0.0310784 | val_loss: 0.0311825 | Time: 1667.34 ms
[2021-05-11 17:16:29 main:574] : INFO : Epoch 1600 | loss: 0.0310811 | val_loss: 0.031201 | Time: 1712.91 ms
[2021-05-11 17:16:31 main:574] : INFO : Epoch 1601 | loss: 0.0310797 | val_loss: 0.0311996 | Time: 1719.26 ms
[2021-05-11 17:16:33 main:574] : INFO : Epoch 1602 | loss: 0.0310754 | val_loss: 0.0311974 | Time: 1680.83 ms
[2021-05-11 17:16:35 main:574] : INFO : Epoch 1603 | loss: 0.0310792 | val_loss: 0.0312079 | Time: 1708.41 ms
[2021-05-11 17:16:36 main:574] : INFO : Epoch 1604 | loss: 0.0310787 | val_loss: 0.031207 | Time: 1676.46 ms
[2021-05-11 17:16:38 main:574] : INFO : Epoch 1605 | loss: 0.0310751 | val_loss: 0.0311999 | Time: 1695.27 ms
[2021-05-11 17:16:40 main:574] : INFO : Epoch 1606 | loss: 0.0310794 | val_loss: 0.0312137 | Time: 1727.49 ms
[2021-05-11 17:16:42 main:574] : INFO : Epoch 1607 | loss: 0.0310785 | val_loss: 0.0311891 | Time: 1679.2 ms
[2021-05-11 17:16:43 main:574] : INFO : Epoch 1608 | loss: 0.0310846 | val_loss: 0.0312065 | Time: 1695.9 ms
[2021-05-11 17:16:45 main:574] : INFO : Epoch 1609 | loss: 0.0310828 | val_loss: 0.0311936 | Time: 1703.99 ms
[2021-05-11 17:16:47 main:574] : INFO : Epoch 1610 | loss: 0.031079 | val_loss: 0.0311873 | Time: 1654.36 ms
[2021-05-11 17:16:49 main:574] : INFO : Epoch 1611 | loss: 0.0310831 | val_loss: 0.0312004 | Time: 1697.45 ms
[2021-05-11 17:16:50 main:574] : INFO : Epoch 1612 | loss: 0.0310792 | val_loss: 0.0312042 | Time: 1691.99 ms
[2021-05-11 17:16:52 main:574] : INFO : Epoch 1613 | loss: 0.031077 | val_loss: 0.0311944 | Time: 1703.2 ms
[2021-05-11 17:16:54 main:574] : INFO : Epoch 1614 | loss: 0.0310751 | val_loss: 0.0312076 | Time: 1708.84 ms
[2021-05-11 17:16:56 main:574] : INFO : Epoch 1615 | loss: 0.0310776 | val_loss: 0.0311949 | Time: 1703.8 ms
[2021-05-11 17:16:57 main:574] : INFO : Epoch 1616 | loss: 0.0310872 | val_loss: 0.0311965 | Time: 1686.2 ms
[2021-05-11 17:16:59 main:574] : INFO : Epoch 1617 | loss: 0.0310939 | val_loss: 0.03119 | Time: 1687.66 ms
[2021-05-11 17:17:01 main:574] : INFO : Epoch 1618 | loss: 0.0310864 | val_loss: 0.0311927 | Time: 1686.27 ms
[2021-05-11 17:17:03 main:574] : INFO : Epoch 1619 | loss: 0.0310784 | val_loss: 0.0312077 | Time: 1714.47 ms
[2021-05-11 17:17:04 main:574] : INFO : Epoch 1620 | loss: 0.0310821 | val_loss: 0.0311976 | Time: 1686.48 ms
[2021-05-11 17:17:06 main:574] : INFO : Epoch 1621 | loss: 0.0310838 | val_loss: 0.0312005 | Time: 1680.47 ms
[2021-05-11 17:17:08 main:574] : INFO : Epoch 1622 | loss: 0.0310787 | val_loss: 0.0312017 | Time: 1687.7 ms
[2021-05-11 17:17:10 main:574] : INFO : Epoch 1623 | loss: 0.0310822 | val_loss: 0.0312106 | Time: 1683.27 ms
[2021-05-11 17:17:11 main:574] : INFO : Epoch 1624 | loss: 0.0310857 | val_loss: 0.0312076 | Time: 1712.33 ms
[2021-05-11 17:17:13 main:574] : INFO : Epoch 1625 | loss: 0.0310843 | val_loss: 0.0311978 | Time: 1709.75 ms
[2021-05-11 17:17:15 main:574] : INFO : Epoch 1626 | loss: 0.0310757 | val_loss: 0.0312086 | Time: 1698.36 ms
[2021-05-11 17:17:17 main:574] : INFO : Epoch 1627 | loss: 0.0310717 | val_loss: 0.0312001 | Time: 1665.21 ms
[2021-05-11 17:17:18 main:574] : INFO : Epoch 1628 | loss: 0.0310727 | val_loss: 0.0312023 | Time: 1693.19 ms
[2021-05-11 17:17:20 main:574] : INFO : Epoch 1629 | loss: 0.0310794 | val_loss: 0.0311882 | Time: 1695.3 ms
[2021-05-11 17:17:22 main:574] : INFO : Epoch 1630 | loss: 0.0310849 | val_loss: 0.0311929 | Time: 1728.32 ms
[2021-05-11 17:17:24 main:574] : INFO : Epoch 1631 | loss: 0.0310837 | val_loss: 0.0311943 | Time: 1691.56 ms
[2021-05-11 17:17:25 main:574] : INFO : Epoch 1632 | loss: 0.0310907 | val_loss: 0.0311963 | Time: 1700.33 ms
[2021-05-11 17:17:27 main:574] : INFO : Epoch 1633 | loss: 0.0311209 | val_loss: 0.0311839 | Time: 1670.77 ms
[2021-05-11 17:17:29 main:574] : INFO : Epoch 1634 | loss: 0.0311348 | val_loss: 0.0311764 | Time: 1696.66 ms
[2021-05-11 17:17:31 main:574] : INFO : Epoch 1635 | loss: 0.0311261 | val_loss: 0.031169 | Time: 1710.76 ms
[2021-05-11 17:17:32 main:574] : INFO : Epoch 1636 | loss: 0.0311195 | val_loss: 0.0311771 | Time: 1698.06 ms
[2021-05-11 17:17:34 main:574] : INFO : Epoch 1637 | loss: 0.0311139 | val_loss: 0.0311843 | Time: 1697.44 ms
[2021-05-11 17:17:36 main:574] : INFO : Epoch 1638 | loss: 0.031111 | val_loss: 0.0311806 | Time: 1683.35 ms
[2021-05-11 17:17:38 main:574] : INFO : Epoch 1639 | loss: 0.0311139 | val_loss: 0.0311829 | Time: 1691.95 ms
[2021-05-11 17:17:40 main:574] : INFO : Epoch 1640 | loss: 0.0311104 | val_loss: 0.0311761 | Time: 1690.47 ms
[2021-05-11 17:17:41 main:574] : INFO : Epoch 1641 | loss: 0.0311036 | val_loss: 0.0311805 | Time: 1693.87 ms
[2021-05-11 17:17:43 main:574] : INFO : Epoch 1642 | loss: 0.0310992 | val_loss: 0.0311809 | Time: 1695.37 ms
[2021-05-11 17:17:45 main:574] : INFO : Epoch 1643 | loss: 0.0310974 | val_loss: 0.0311842 | Time: 1686.44 ms
[2021-05-11 17:17:47 main:574] : INFO : Epoch 1644 | loss: 0.0310956 | val_loss: 0.0311753 | Time: 1674.73 ms
[2021-05-11 17:17:48 main:574] : INFO : Epoch 1645 | loss: 0.0310944 | val_loss: 0.031185 | Time: 1688.77 ms
[2021-05-11 17:17:50 main:574] : INFO : Epoch 1646 | loss: 0.0310935 | val_loss: 0.0311833 | Time: 1691.66 ms
[2021-05-11 17:17:52 main:574] : INFO : Epoch 1647 | loss: 0.0310943 | val_loss: 0.0311785 | Time: 1726.69 ms
[2021-05-11 17:17:54 main:574] : INFO : Epoch 1648 | loss: 0.031095 | val_loss: 0.0311856 | Time: 1694.27 ms
[2021-05-11 17:17:55 main:574] : INFO : Epoch 1649 | loss: 0.0310912 | val_loss: 0.0311842 | Time: 1693.08 ms
[2021-05-11 17:17:57 main:574] : INFO : Epoch 1650 | loss: 0.031088 | val_loss: 0.0311826 | Time: 1664.34 ms
[2021-05-11 17:17:59 main:574] : INFO : Epoch 1651 | loss: 0.0310893 | val_loss: 0.0311973 | Time: 1688.22 ms
[2021-05-11 17:18:01 main:574] : INFO : Epoch 1652 | loss: 0.0310893 | val_loss: 0.0311904 | Time: 1718.63 ms
[2021-05-11 17:18:02 main:574] : INFO : Epoch 1653 | loss: 0.0310872 | val_loss: 0.0311944 | Time: 1703.92 ms
[2021-05-11 17:18:04 main:574] : INFO : Epoch 1654 | loss: 0.0310881 | val_loss: 0.0311899 | Time: 1729.17 ms
[2021-05-11 17:18:06 main:574] : INFO : Epoch 1655 | loss: 0.0310914 | val_loss: 0.0311852 | Time: 1683.16 ms
[2021-05-11 17:18:08 main:574] : INFO : Epoch 1656 | loss: 0.0310914 | val_loss: 0.0311761 | Time: 1692.92 ms
[2021-05-11 17:18:09 main:574] : INFO : Epoch 1657 | loss: 0.0310928 | val_loss: 0.0311978 | Time: 1706.94 ms
[2021-05-11 17:18:11 main:574] : INFO : Epoch 1658 | loss: 0.03109 | val_loss: 0.0311876 | Time: 1728.19 ms
[2021-05-11 17:18:13 main:574] : INFO : Epoch 1659 | loss: 0.0310899 | val_loss: 0.0311856 | Time: 1712.83 ms
[2021-05-11 17:18:15 main:574] : INFO : Epoch 1660 | loss: 0.0310831 | val_loss: 0.0311923 | Time: 1685.18 ms
[2021-05-11 17:18:16 main:574] : INFO : Epoch 1661 | loss: 0.0310867 | val_loss: 0.0311845 | Time: 1666.01 ms
[2021-05-11 17:18:18 main:574] : INFO : Epoch 1662 | loss: 0.0310845 | val_loss: 0.0312028 | Time: 1673.07 ms
[2021-05-11 17:18:20 main:574] : INFO : Epoch 1663 | loss: 0.0310832 | val_loss: 0.0311969 | Time: 1675 ms
[2021-05-11 17:18:22 main:574] : INFO : Epoch 1664 | loss: 0.031078 | val_loss: 0.0311971 | Time: 1733.71 ms
[2021-05-11 17:18:23 main:574] : INFO : Epoch 1665 | loss: 0.0310806 | val_loss: 0.0311874 | Time: 1696.22 ms
[2021-05-11 17:18:25 main:574] : INFO : Epoch 1666 | loss: 0.0310798 | val_loss: 0.0311946 | Time: 1685.91 ms
[2021-05-11 17:18:27 main:574] : INFO : Epoch 1667 | loss: 0.0310854 | val_loss: 0.0311927 | Time: 1654.5 ms
[2021-05-11 17:18:29 main:574] : INFO : Epoch 1668 | loss: 0.0310801 | val_loss: 0.0311924 | Time: 1695.05 ms
[2021-05-11 17:18:30 main:574] : INFO : Epoch 1669 | loss: 0.0310781 | val_loss: 0.0311947 | Time: 1687.56 ms
[2021-05-11 17:18:32 main:574] : INFO : Epoch 1670 | loss: 0.0310773 | val_loss: 0.0312047 | Time: 1688.59 ms
[2021-05-11 17:18:34 main:574] : INFO : Epoch 1671 | loss: 0.0310859 | val_loss: 0.0311953 | Time: 1694.13 ms
[2021-05-11 17:18:36 main:574] : INFO : Epoch 1672 | loss: 0.0310881 | val_loss: 0.0311838 | Time: 1707.53 ms
[2021-05-11 17:18:37 main:574] : INFO : Epoch 1673 | loss: 0.0310898 | val_loss: 0.0311903 | Time: 1684.34 ms
[2021-05-11 17:18:39 main:574] : INFO : Epoch 1674 | loss: 0.0310868 | val_loss: 0.0311935 | Time: 1717.8 ms
[2021-05-11 17:18:41 main:574] : INFO : Epoch 1675 | loss: 0.0310839 | val_loss: 0.0311973 | Time: 1727.68 ms
[2021-05-11 17:18:43 main:574] : INFO : Epoch 1676 | loss: 0.031081 | val_loss: 0.0311974 | Time: 1689.68 ms
[2021-05-11 17:18:44 main:574] : INFO : Epoch 1677 | loss: 0.0310783 | val_loss: 0.031185 | Time: 1690.59 ms
[2021-05-11 17:18:46 main:574] : INFO : Epoch 1678 | loss: 0.0310814 | val_loss: 0.0311932 | Time: 1673.17 ms
[2021-05-11 17:18:48 main:574] : INFO : Epoch 1679 | loss: 0.0310859 | val_loss: 0.0311921 | Time: 1685.19 ms
[2021-05-11 17:18:50 main:574] : INFO : Epoch 1680 | loss: 0.0310816 | val_loss: 0.0311914 | Time: 1684.17 ms
[2021-05-11 17:18:51 main:574] : INFO : Epoch 1681 | loss: 0.0310834 | val_loss: 0.0311949 | Time: 1715.65 ms
[2021-05-11 17:18:53 main:574] : INFO : Epoch 1682 | loss: 0.0310811 | val_loss: 0.0311891 | Time: 1700.76 ms
[2021-05-11 17:18:55 main:574] : INFO : Epoch 1683 | loss: 0.0310815 | val_loss: 0.0311902 | Time: 1701.19 ms
[2021-05-11 17:18:57 main:574] : INFO : Epoch 1684 | loss: 0.0310835 | val_loss: 0.0312057 | Time: 1654.51 ms
[2021-05-11 17:18:58 main:574] : INFO : Epoch 1685 | loss: 0.0310902 | val_loss: 0.0312163 | Time: 1712.66 ms
[2021-05-11 17:19:00 main:574] : INFO : Epoch 1686 | loss: 0.0310857 | val_loss: 0.0311944 | Time: 1708.24 ms
[2021-05-11 17:19:02 main:574] : INFO : Epoch 1687 | loss: 0.0310808 | val_loss: 0.0312063 | Time: 1678.97 ms
[2021-05-11 17:19:04 main:574] : INFO : Epoch 1688 | loss: 0.031086 | val_loss: 0.0311964 | Time: 1708.12 ms
[2021-05-11 17:19:05 main:574] : INFO : Epoch 1689 | loss: 0.0310843 | val_loss: 0.0311947 | Time: 1690.25 ms
[2021-05-11 17:19:07 main:574] : INFO : Epoch 1690 | loss: 0.0310783 | val_loss: 0.0312079 | Time: 1665.52 ms
[2021-05-11 17:19:09 main:574] : INFO : Epoch 1691 | loss: 0.0310739 | val_loss: 0.0312036 | Time: 1688.95 ms
[2021-05-11 17:19:11 main:574] : INFO : Epoch 1692 | loss: 0.0310786 | val_loss: 0.0311979 | Time: 1710.78 ms
[2021-05-11 17:19:12 main:574] : INFO : Epoch 1693 | loss: 0.031078 | val_loss: 0.0312053 | Time: 1720.12 ms
[2021-05-11 17:19:14 main:574] : INFO : Epoch 1694 | loss: 0.0310792 | val_loss: 0.0311944 | Time: 1683.35 ms
[2021-05-11 17:19:16 main:574] : INFO : Epoch 1695 | loss: 0.0310814 | val_loss: 0.0311813 | Time: 1673.21 ms
[2021-05-11 17:19:18 main:574] : INFO : Epoch 1696 | loss: 0.0310782 | val_loss: 0.0311882 | Time: 1675.82 ms
[2021-05-11 17:19:19 main:574] : INFO : Epoch 1697 | loss: 0.0310746 | val_loss: 0.031192 | Time: 1702.29 ms
[2021-05-11 17:19:21 main:574] : INFO : Epoch 1698 | loss: 0.0310797 | val_loss: 0.0312057 | Time: 1705.32 ms
[2021-05-11 17:19:23 main:574] : INFO : Epoch 1699 | loss: 0.0310748 | val_loss: 0.0311967 | Time: 1694.52 ms
[2021-05-11 17:19:25 main:574] : INFO : Epoch 1700 | loss: 0.0310734 | val_loss: 0.0311991 | Time: 1704.29 ms
[2021-05-11 17:19:26 main:574] : INFO : Epoch 1701 | loss: 0.0310743 | val_loss: 0.0312017 | Time: 1663.34 ms
[2021-05-11 17:19:28 main:574] : INFO : Epoch 1702 | loss: 0.0310732 | val_loss: 0.0312003 | Time: 1687.04 ms
[2021-05-11 17:19:30 main:574] : INFO : Epoch 1703 | loss: 0.03107 | val_loss: 0.031201 | Time: 1706.76 ms
[2021-05-11 17:19:32 main:574] : INFO : Epoch 1704 | loss: 0.031073 | val_loss: 0.0311924 | Time: 1703.35 ms
[2021-05-11 17:19:33 main:574] : INFO : Epoch 1705 | loss: 0.0310763 | val_loss: 0.0311991 | Time: 1687.37 ms
[2021-05-11 17:19:35 main:574] : INFO : Epoch 1706 | loss: 0.031081 | val_loss: 0.0312045 | Time: 1669 ms
[2021-05-11 17:19:37 main:574] : INFO : Epoch 1707 | loss: 0.0310781 | val_loss: 0.0311891 | Time: 1657.96 ms
[2021-05-11 17:19:38 main:574] : INFO : Epoch 1708 | loss: 0.031074 | val_loss: 0.0311882 | Time: 1726.7 ms
[2021-05-11 17:19:40 main:574] : INFO : Epoch 1709 | loss: 0.0310711 | val_loss: 0.0312007 | Time: 1698.95 ms
[2021-05-11 17:19:42 main:574] : INFO : Epoch 1710 | loss: 0.0310698 | val_loss: 0.0312015 | Time: 1678.16 ms
[2021-05-11 17:19:44 main:574] : INFO : Epoch 1711 | loss: 0.0310704 | val_loss: 0.0312107 | Time: 1699.81 ms
[2021-05-11 17:19:45 main:574] : INFO : Epoch 1712 | loss: 0.0310743 | val_loss: 0.031208 | Time: 1695.09 ms
[2021-05-11 17:19:47 main:574] : INFO : Epoch 1713 | loss: 0.0310692 | val_loss: 0.0312052 | Time: 1673.16 ms
[2021-05-11 17:19:49 main:574] : INFO : Epoch 1714 | loss: 0.0310682 | val_loss: 0.0312112 | Time: 1697.86 ms
[2021-05-11 17:19:51 main:574] : INFO : Epoch 1715 | loss: 0.0310694 | val_loss: 0.0312133 | Time: 1711.09 ms
[2021-05-11 17:19:52 main:574] : INFO : Epoch 1716 | loss: 0.0310681 | val_loss: 0.0312131 | Time: 1701.36 ms
[2021-05-11 17:19:54 main:574] : INFO : Epoch 1717 | loss: 0.0310668 | val_loss: 0.0312027 | Time: 1689.87 ms
[2021-05-11 17:19:56 main:574] : INFO : Epoch 1718 | loss: 0.0310676 | val_loss: 0.0312041 | Time: 1691.32 ms
[2021-05-11 17:19:58 main:574] : INFO : Epoch 1719 | loss: 0.0310669 | val_loss: 0.0312004 | Time: 1684.93 ms
[2021-05-11 17:19:59 main:574] : INFO : Epoch 1720 | loss: 0.0310657 | val_loss: 0.0312027 | Time: 1679.94 ms
[2021-05-11 17:20:01 main:574] : INFO : Epoch 1721 | loss: 0.031072 | val_loss: 0.0312161 | Time: 1725.43 ms
[2021-05-11 17:20:03 main:574] : INFO : Epoch 1722 | loss: 0.0310724 | val_loss: 0.0311955 | Time: 1710.77 ms
[2021-05-11 17:20:05 main:574] : INFO : Epoch 1723 | loss: 0.0310815 | val_loss: 0.0311878 | Time: 1697.98 ms
[2021-05-11 17:20:06 main:574] : INFO : Epoch 1724 | loss: 0.0310766 | val_loss: 0.0312033 | Time: 1662.42 ms
[2021-05-11 17:20:08 main:574] : INFO : Epoch 1725 | loss: 0.0310724 | val_loss: 0.0312049 | Time: 1715.79 ms
[2021-05-11 17:20:10 main:574] : INFO : Epoch 1726 | loss: 0.0310668 | val_loss: 0.0312107 | Time: 1698.7 ms
[2021-05-11 17:20:12 main:574] : INFO : Epoch 1727 | loss: 0.0310704 | val_loss: 0.0312034 | Time: 1695.34 ms
[2021-05-11 17:20:14 main:574] : INFO : Epoch 1728 | loss: 0.031071 | val_loss: 0.03121 | Time: 1712.44 ms
[2021-05-11 17:20:15 main:574] : INFO : Epoch 1729 | loss: 0.0310758 | val_loss: 0.0312104 | Time: 1708.4 ms
[2021-05-11 17:20:17 main:574] : INFO : Epoch 1730 | loss: 0.0310744 | val_loss: 0.0311988 | Time: 1662.63 ms
[2021-05-11 17:20:19 main:574] : INFO : Epoch 1731 | loss: 0.0310744 | val_loss: 0.0311964 | Time: 1699.69 ms
[2021-05-11 17:20:20 main:574] : INFO : Epoch 1732 | loss: 0.0310675 | val_loss: 0.0312016 | Time: 1672.27 ms
[2021-05-11 17:20:22 main:574] : INFO : Epoch 1733 | loss: 0.0310611 | val_loss: 0.0312082 | Time: 1712.03 ms
[2021-05-11 17:20:24 main:574] : INFO : Epoch 1734 | loss: 0.0310597 | val_loss: 0.031212 | Time: 1698.84 ms
[2021-05-11 17:20:26 main:574] : INFO : Epoch 1735 | loss: 0.0310652 | val_loss: 0.0312154 | Time: 1689.85 ms
[2021-05-11 17:20:27 main:574] : INFO : Epoch 1736 | loss: 0.0310605 | val_loss: 0.0312054 | Time: 1689.78 ms
[2021-05-11 17:20:29 main:574] : INFO : Epoch 1737 | loss: 0.0310611 | val_loss: 0.0312013 | Time: 1690.76 ms
[2021-05-11 17:20:31 main:574] : INFO : Epoch 1738 | loss: 0.0310695 | val_loss: 0.031191 | Time: 1690.98 ms
[2021-05-11 17:20:33 main:574] : INFO : Epoch 1739 | loss: 0.0310782 | val_loss: 0.0311928 | Time: 1709.63 ms
[2021-05-11 17:20:35 main:574] : INFO : Epoch 1740 | loss: 0.0310694 | val_loss: 0.0312102 | Time: 1708.18 ms
[2021-05-11 17:20:36 main:574] : INFO : Epoch 1741 | loss: 0.0310611 | val_loss: 0.0312066 | Time: 1662.89 ms
[2021-05-11 17:20:38 main:574] : INFO : Epoch 1742 | loss: 0.0310635 | val_loss: 0.0312122 | Time: 1677.1 ms
[2021-05-11 17:20:40 main:574] : INFO : Epoch 1743 | loss: 0.0310625 | val_loss: 0.0312286 | Time: 1714.05 ms
[2021-05-11 17:20:42 main:574] : INFO : Epoch 1744 | loss: 0.0310714 | val_loss: 0.0312395 | Time: 1689.13 ms
[2021-05-11 17:20:43 main:574] : INFO : Epoch 1745 | loss: 0.0310715 | val_loss: 0.0312148 | Time: 1687.02 ms
[2021-05-11 17:20:45 main:574] : INFO : Epoch 1746 | loss: 0.031073 | val_loss: 0.0312072 | Time: 1722.49 ms
[2021-05-11 17:20:47 main:574] : INFO : Epoch 1747 | loss: 0.0310697 | val_loss: 0.0312065 | Time: 1663.09 ms
[2021-05-11 17:20:48 main:574] : INFO : Epoch 1748 | loss: 0.0310672 | val_loss: 0.0312006 | Time: 1688.43 ms
[2021-05-11 17:20:50 main:574] : INFO : Epoch 1749 | loss: 0.0310701 | val_loss: 0.0312194 | Time: 1715.16 ms
[2021-05-11 17:20:52 main:574] : INFO : Epoch 1750 | loss: 0.0310654 | val_loss: 0.0312058 | Time: 1674.95 ms
[2021-05-11 17:20:54 main:574] : INFO : Epoch 1751 | loss: 0.0310628 | val_loss: 0.0312074 | Time: 1718.47 ms
[2021-05-11 17:20:56 main:574] : INFO : Epoch 1752 | loss: 0.0310703 | val_loss: 0.031211 | Time: 1740.7 ms
[2021-05-11 17:20:57 main:574] : INFO : Epoch 1753 | loss: 0.0310731 | val_loss: 0.0312084 | Time: 1646.18 ms
[2021-05-11 17:20:59 main:574] : INFO : Epoch 1754 | loss: 0.0310689 | val_loss: 0.0312232 | Time: 1695.57 ms
[2021-05-11 17:21:01 main:574] : INFO : Epoch 1755 | loss: 0.0310682 | val_loss: 0.031203 | Time: 1731.46 ms
[2021-05-11 17:21:03 main:574] : INFO : Epoch 1756 | loss: 0.0310704 | val_loss: 0.0312222 | Time: 1725.5 ms
[2021-05-11 17:21:04 main:574] : INFO : Epoch 1757 | loss: 0.0310649 | val_loss: 0.0312013 | Time: 1691.22 ms
[2021-05-11 17:21:06 main:574] : INFO : Epoch 1758 | loss: 0.0310629 | val_loss: 0.0311928 | Time: 1671.39 ms
[2021-05-11 17:21:08 main:574] : INFO : Epoch 1759 | loss: 0.0310623 | val_loss: 0.0312122 | Time: 1677.63 ms
[2021-05-11 17:21:10 main:574] : INFO : Epoch 1760 | loss: 0.0310647 | val_loss: 0.0312096 | Time: 1726.69 ms
[2021-05-11 17:21:11 main:574] : INFO : Epoch 1761 | loss: 0.0310713 | val_loss: 0.0312143 | Time: 1684.47 ms
[2021-05-11 17:21:13 main:574] : INFO : Epoch 1762 | loss: 0.0310632 | val_loss: 0.0312401 | Time: 1726.58 ms
[2021-05-11 17:21:15 main:574] : INFO : Epoch 1763 | loss: 0.0310669 | val_loss: 0.0312144 | Time: 1704.23 ms
[2021-05-11 17:21:17 main:574] : INFO : Epoch 1764 | loss: 0.0310651 | val_loss: 0.0311991 | Time: 1657.41 ms
[2021-05-11 17:21:18 main:574] : INFO : Epoch 1765 | loss: 0.0310618 | val_loss: 0.0311963 | Time: 1705.32 ms
[2021-05-11 17:21:20 main:574] : INFO : Epoch 1766 | loss: 0.0310676 | val_loss: 0.0311917 | Time: 1699.58 ms
[2021-05-11 17:21:22 main:574] : INFO : Epoch 1767 | loss: 0.0310733 | val_loss: 0.0312279 | Time: 1718.91 ms
[2021-05-11 17:21:24 main:574] : INFO : Epoch 1768 | loss: 0.0310656 | val_loss: 0.0312143 | Time: 1691.33 ms
[2021-05-11 17:21:25 main:574] : INFO : Epoch 1769 | loss: 0.0310668 | val_loss: 0.031211 | Time: 1713.67 ms
[2021-05-11 17:21:27 main:574] : INFO : Epoch 1770 | loss: 0.0310678 | val_loss: 0.0312047 | Time: 1687.66 ms
[2021-05-11 17:21:29 main:574] : INFO : Epoch 1771 | loss: 0.0310628 | val_loss: 0.0312259 | Time: 1700.09 ms
[2021-05-11 17:21:31 main:574] : INFO : Epoch 1772 | loss: 0.031064 | val_loss: 0.0312044 | Time: 1708.5 ms
[2021-05-11 17:21:32 main:574] : INFO : Epoch 1773 | loss: 0.0310643 | val_loss: 0.0311965 | Time: 1698.12 ms
[2021-05-11 17:21:34 main:574] : INFO : Epoch 1774 | loss: 0.0310652 | val_loss: 0.0312053 | Time: 1685.89 ms
[2021-05-11 17:21:36 main:574] : INFO : Epoch 1775 | loss: 0.0310631 | val_loss: 0.0312237 | Time: 1686.44 ms
[2021-05-11 17:21:38 main:574] : INFO : Epoch 1776 | loss: 0.0310646 | val_loss: 0.0312137 | Time: 1658.28 ms
[2021-05-11 17:21:39 main:574] : INFO : Epoch 1777 | loss: 0.0310656 | val_loss: 0.0311989 | Time: 1726.37 ms
[2021-05-11 17:21:41 main:574] : INFO : Epoch 1778 | loss: 0.0310644 | val_loss: 0.0312134 | Time: 1721.31 ms
[2021-05-11 17:21:43 main:574] : INFO : Epoch 1779 | loss: 0.0310608 | val_loss: 0.0312039 | Time: 1725.66 ms
[2021-05-11 17:21:45 main:574] : INFO : Epoch 1780 | loss: 0.0310648 | val_loss: 0.0311952 | Time: 1743.98 ms
[2021-05-11 17:21:46 main:574] : INFO : Epoch 1781 | loss: 0.0310718 | val_loss: 0.0312237 | Time: 1666.34 ms
[2021-05-11 17:21:48 main:574] : INFO : Epoch 1782 | loss: 0.0310749 | val_loss: 0.0312035 | Time: 1708.36 ms
[2021-05-11 17:21:50 main:574] : INFO : Epoch 1783 | loss: 0.0310805 | val_loss: 0.0311844 | Time: 1703.5 ms
[2021-05-11 17:21:52 main:574] : INFO : Epoch 1784 | loss: 0.031076 | val_loss: 0.0312124 | Time: 1692.16 ms
[2021-05-11 17:21:53 main:574] : INFO : Epoch 1785 | loss: 0.031071 | val_loss: 0.0312214 | Time: 1722.63 ms
[2021-05-11 17:21:55 main:574] : INFO : Epoch 1786 | loss: 0.0310675 | val_loss: 0.0312221 | Time: 1718.23 ms
[2021-05-11 17:21:57 main:574] : INFO : Epoch 1787 | loss: 0.0310691 | val_loss: 0.0312127 | Time: 1652.97 ms
[2021-05-11 17:21:59 main:574] : INFO : Epoch 1788 | loss: 0.0310673 | val_loss: 0.0312185 | Time: 1700.67 ms
[2021-05-11 17:22:00 main:574] : INFO : Epoch 1789 | loss: 0.0310705 | val_loss: 0.031205 | Time: 1703.32 ms
[2021-05-11 17:22:02 main:574] : INFO : Epoch 1790 | loss: 0.0310723 | val_loss: 0.0311992 | Time: 1717.52 ms
[2021-05-11 17:22:04 main:574] : INFO : Epoch 1791 | loss: 0.0310654 | val_loss: 0.0312011 | Time: 1701.95 ms
[2021-05-11 17:22:06 main:574] : INFO : Epoch 1792 | loss: 0.0310768 | val_loss: 0.0312048 | Time: 1684.73 ms
[2021-05-11 17:22:07 main:574] : INFO : Epoch 1793 | loss: 0.0310664 | val_loss: 0.0312103 | Time: 1692.91 ms
[2021-05-11 17:22:09 main:574] : INFO : Epoch 1794 | loss: 0.0310617 | val_loss: 0.0312129 | Time: 1699.66 ms
[2021-05-11 17:22:11 main:574] : INFO : Epoch 1795 | loss: 0.031067 | val_loss: 0.0312046 | Time: 1723.14 ms
[2021-05-11 17:22:13 main:574] : INFO : Epoch 1796 | loss: 0.031077 | val_loss: 0.0311965 | Time: 1712.41 ms
[2021-05-11 17:22:14 main:574] : INFO : Epoch 1797 | loss: 0.0310687 | val_loss: 0.0312148 | Time: 1697.01 ms
[2021-05-11 17:22:16 main:574] : INFO : Epoch 1798 | loss: 0.0310677 | val_loss: 0.0312145 | Time: 1687.77 ms
[2021-05-11 17:22:18 main:574] : INFO : Epoch 1799 | loss: 0.0310655 | val_loss: 0.0312181 | Time: 1711.93 ms
[2021-05-11 17:22:20 main:574] : INFO : Epoch 1800 | loss: 0.0310642 | val_loss: 0.0311929 | Time: 1704.82 ms
[2021-05-11 17:22:22 main:574] : INFO : Epoch 1801 | loss: 0.0310579 | val_loss: 0.0312192 | Time: 1712.61 ms
[2021-05-11 17:22:23 main:574] : INFO : Epoch 1802 | loss: 0.0310611 | val_loss: 0.0312264 | Time: 1699.67 ms
[2021-05-11 17:22:25 main:574] : INFO : Epoch 1803 | loss: 0.0310665 | val_loss: 0.0312193 | Time: 1695.59 ms
[2021-05-11 17:22:27 main:574] : INFO : Epoch 1804 | loss: 0.0310603 | val_loss: 0.0312175 | Time: 1660.21 ms
[2021-05-11 17:22:28 main:574] : INFO : Epoch 1805 | loss: 0.0310654 | val_loss: 0.0311963 | Time: 1680.36 ms
[2021-05-11 17:22:30 main:574] : INFO : Epoch 1806 | loss: 0.031062 | val_loss: 0.0312162 | Time: 1701.08 ms
[2021-05-11 17:22:32 main:574] : INFO : Epoch 1807 | loss: 0.0310595 | val_loss: 0.0312102 | Time: 1697.01 ms
[2021-05-11 17:22:34 main:574] : INFO : Epoch 1808 | loss: 0.0310624 | val_loss: 0.0312172 | Time: 1727.06 ms
[2021-05-11 17:22:36 main:574] : INFO : Epoch 1809 | loss: 0.0310594 | val_loss: 0.0312051 | Time: 1702.06 ms
[2021-05-11 17:22:37 main:574] : INFO : Epoch 1810 | loss: 0.0310547 | val_loss: 0.0312123 | Time: 1687.93 ms
[2021-05-11 17:22:39 main:574] : INFO : Epoch 1811 | loss: 0.0310604 | val_loss: 0.0312309 | Time: 1699.73 ms
[2021-05-11 17:22:41 main:574] : INFO : Epoch 1812 | loss: 0.0310569 | val_loss: 0.0312077 | Time: 1682.41 ms
[2021-05-11 17:22:43 main:574] : INFO : Epoch 1813 | loss: 0.0310575 | val_loss: 0.0312133 | Time: 1723.94 ms
[2021-05-11 17:22:44 main:574] : INFO : Epoch 1814 | loss: 0.0310556 | val_loss: 0.0312355 | Time: 1689.2 ms
[2021-05-11 17:22:46 main:574] : INFO : Epoch 1815 | loss: 0.0310652 | val_loss: 0.0312181 | Time: 1699.26 ms
[2021-05-11 17:22:48 main:574] : INFO : Epoch 1816 | loss: 0.0310541 | val_loss: 0.0312198 | Time: 1686.63 ms
[2021-05-11 17:22:50 main:574] : INFO : Epoch 1817 | loss: 0.0310541 | val_loss: 0.0312332 | Time: 1716.31 ms
[2021-05-11 17:22:51 main:574] : INFO : Epoch 1818 | loss: 0.031059 | val_loss: 0.031205 | Time: 1686.66 ms
[2021-05-11 17:22:53 main:574] : INFO : Epoch 1819 | loss: 0.0310559 | val_loss: 0.0312119 | Time: 1682.4 ms
[2021-05-11 17:22:55 main:574] : INFO : Epoch 1820 | loss: 0.0310551 | val_loss: 0.0312301 | Time: 1685.88 ms
[2021-05-11 17:22:57 main:574] : INFO : Epoch 1821 | loss: 0.0310572 | val_loss: 0.0312069 | Time: 1668.93 ms
[2021-05-11 17:22:58 main:574] : INFO : Epoch 1822 | loss: 0.031053 | val_loss: 0.0312027 | Time: 1702.17 ms
[2021-05-11 17:23:00 main:574] : INFO : Epoch 1823 | loss: 0.0310595 | val_loss: 0.0312137 | Time: 1707.36 ms
[2021-05-11 17:23:02 main:574] : INFO : Epoch 1824 | loss: 0.0310646 | val_loss: 0.0312328 | Time: 1719.66 ms
[2021-05-11 17:23:04 main:574] : INFO : Epoch 1825 | loss: 0.0310592 | val_loss: 0.0312076 | Time: 1711.41 ms
[2021-05-11 17:23:05 main:574] : INFO : Epoch 1826 | loss: 0.0310537 | val_loss: 0.0312246 | Time: 1707.38 ms
[2021-05-11 17:23:07 main:574] : INFO : Epoch 1827 | loss: 0.0310551 | val_loss: 0.0312071 | Time: 1674.47 ms
[2021-05-11 17:23:09 main:574] : INFO : Epoch 1828 | loss: 0.0310587 | val_loss: 0.0312158 | Time: 1696.19 ms
[2021-05-11 17:23:11 main:574] : INFO : Epoch 1829 | loss: 0.0310517 | val_loss: 0.0312366 | Time: 1699.25 ms
[2021-05-11 17:23:12 main:574] : INFO : Epoch 1830 | loss: 0.0310582 | val_loss: 0.0311992 | Time: 1713.56 ms
[2021-05-11 17:23:14 main:574] : INFO : Epoch 1831 | loss: 0.0310752 | val_loss: 0.031198 | Time: 1684.52 ms
[2021-05-11 17:23:16 main:574] : INFO : Epoch 1832 | loss: 0.0310676 | val_loss: 0.0312226 | Time: 1713.18 ms
[2021-05-11 17:23:18 main:574] : INFO : Epoch 1833 | loss: 0.0310611 | val_loss: 0.0312354 | Time: 1690.95 ms
[2021-05-11 17:23:19 main:574] : INFO : Epoch 1834 | loss: 0.0310606 | val_loss: 0.031213 | Time: 1701.2 ms
[2021-05-11 17:23:21 main:574] : INFO : Epoch 1835 | loss: 0.0310631 | val_loss: 0.0312072 | Time: 1694.55 ms
[2021-05-11 17:23:23 main:574] : INFO : Epoch 1836 | loss: 0.0310605 | val_loss: 0.0312058 | Time: 1705.68 ms
[2021-05-11 17:23:25 main:574] : INFO : Epoch 1837 | loss: 0.0310559 | val_loss: 0.0312109 | Time: 1694.76 ms
[2021-05-11 17:23:26 main:574] : INFO : Epoch 1838 | loss: 0.0310531 | val_loss: 0.0312203 | Time: 1678.89 ms
[2021-05-11 17:23:28 main:574] : INFO : Epoch 1839 | loss: 0.0310547 | val_loss: 0.0311982 | Time: 1670.35 ms
[2021-05-11 17:23:30 main:574] : INFO : Epoch 1840 | loss: 0.0310617 | val_loss: 0.0312095 | Time: 1701.4 ms
[2021-05-11 17:23:32 main:574] : INFO : Epoch 1841 | loss: 0.0310573 | val_loss: 0.0312178 | Time: 1718.52 ms
[2021-05-11 17:23:33 main:574] : INFO : Epoch 1842 | loss: 0.0310558 | val_loss: 0.031215 | Time: 1697.73 ms
[2021-05-11 17:23:35 main:574] : INFO : Epoch 1843 | loss: 0.0310653 | val_loss: 0.0311945 | Time: 1721.95 ms
[2021-05-11 17:23:37 main:574] : INFO : Epoch 1844 | loss: 0.0310902 | val_loss: 0.0312092 | Time: 1682.51 ms
[2021-05-11 17:23:39 main:574] : INFO : Epoch 1845 | loss: 0.0310794 | val_loss: 0.0312024 | Time: 1696.9 ms
[2021-05-11 17:23:41 main:574] : INFO : Epoch 1846 | loss: 0.0310632 | val_loss: 0.0312046 | Time: 1708.66 ms
[2021-05-11 17:23:42 main:574] : INFO : Epoch 1847 | loss: 0.0310577 | val_loss: 0.0312065 | Time: 1704.52 ms
[2021-05-11 17:23:44 main:574] : INFO : Epoch 1848 | loss: 0.0310664 | val_loss: 0.0311954 | Time: 1720.68 ms
[2021-05-11 17:23:46 main:574] : INFO : Epoch 1849 | loss: 0.0310745 | val_loss: 0.0312059 | Time: 1724.07 ms
[2021-05-11 17:23:48 main:574] : INFO : Epoch 1850 | loss: 0.0310572 | val_loss: 0.0312112 | Time: 1667.51 ms
[2021-05-11 17:23:49 main:574] : INFO : Epoch 1851 | loss: 0.0310538 | val_loss: 0.0312119 | Time: 1706.94 ms
[2021-05-11 17:23:51 main:574] : INFO : Epoch 1852 | loss: 0.0310585 | val_loss: 0.0312217 | Time: 1705.99 ms
[2021-05-11 17:23:53 main:574] : INFO : Epoch 1853 | loss: 0.0310559 | val_loss: 0.0312171 | Time: 1713.85 ms
[2021-05-11 17:23:55 main:574] : INFO : Epoch 1854 | loss: 0.0310514 | val_loss: 0.0312074 | Time: 1692.69 ms
[2021-05-11 17:23:56 main:574] : INFO : Epoch 1855 | loss: 0.0310502 | val_loss: 0.0312087 | Time: 1676.97 ms
[2021-05-11 17:23:58 main:574] : INFO : Epoch 1856 | loss: 0.0310485 | val_loss: 0.0312083 | Time: 1672.95 ms
[2021-05-11 17:24:00 main:574] : INFO : Epoch 1857 | loss: 0.0310481 | val_loss: 0.031217 | Time: 1714.15 ms
[2021-05-11 17:24:02 main:574] : INFO : Epoch 1858 | loss: 0.031051 | val_loss: 0.031226 | Time: 1706.48 ms
[2021-05-11 17:24:03 main:574] : INFO : Epoch 1859 | loss: 0.0310529 | val_loss: 0.0312202 | Time: 1724.5 ms
[2021-05-11 17:24:05 main:574] : INFO : Epoch 1860 | loss: 0.0310599 | val_loss: 0.0312092 | Time: 1705.48 ms
[2021-05-11 17:24:07 main:574] : INFO : Epoch 1861 | loss: 0.0310584 | val_loss: 0.031206 | Time: 1673.94 ms
[2021-05-11 17:24:09 main:574] : INFO : Epoch 1862 | loss: 0.0310491 | val_loss: 0.0312206 | Time: 1692.1 ms
[2021-05-11 17:24:10 main:574] : INFO : Epoch 1863 | loss: 0.03105 | val_loss: 0.0312182 | Time: 1701.2 ms
[2021-05-11 17:24:12 main:574] : INFO : Epoch 1864 | loss: 0.031059 | val_loss: 0.0311986 | Time: 1681.77 ms
[2021-05-11 17:24:14 main:574] : INFO : Epoch 1865 | loss: 0.031057 | val_loss: 0.0312045 | Time: 1685.65 ms
[2021-05-11 17:24:16 main:574] : INFO : Epoch 1866 | loss: 0.0310634 | val_loss: 0.0312194 | Time: 1698.41 ms
[2021-05-11 17:24:17 main:574] : INFO : Epoch 1867 | loss: 0.0310545 | val_loss: 0.0312109 | Time: 1701.79 ms
[2021-05-11 17:24:19 main:574] : INFO : Epoch 1868 | loss: 0.0310583 | val_loss: 0.0312375 | Time: 1713.31 ms
[2021-05-11 17:24:21 main:574] : INFO : Epoch 1869 | loss: 0.0310463 | val_loss: 0.0312214 | Time: 1686.82 ms
[2021-05-11 17:24:23 main:574] : INFO : Epoch 1870 | loss: 0.0310465 | val_loss: 0.0312112 | Time: 1695.05 ms
[2021-05-11 17:24:24 main:574] : INFO : Epoch 1871 | loss: 0.031055 | val_loss: 0.0312201 | Time: 1695.74 ms
[2021-05-11 17:24:26 main:574] : INFO : Epoch 1872 | loss: 0.0310578 | val_loss: 0.0312197 | Time: 1673.62 ms
[2021-05-11 17:24:28 main:574] : INFO : Epoch 1873 | loss: 0.0310547 | val_loss: 0.0312333 | Time: 1698.55 ms
[2021-05-11 17:24:30 main:574] : INFO : Epoch 1874 | loss: 0.031059 | val_loss: 0.0312258 | Time: 1685.9 ms
[2021-05-11 17:24:31 main:574] : INFO : Epoch 1875 | loss: 0.0310558 | val_loss: 0.0312095 | Time: 1715.69 ms
[2021-05-11 17:24:33 main:574] : INFO : Epoch 1876 | loss: 0.0310485 | val_loss: 0.0312334 | Time: 1719.4 ms
[2021-05-11 17:24:35 main:574] : INFO : Epoch 1877 | loss: 0.031057 | val_loss: 0.0312225 | Time: 1703.66 ms
[2021-05-11 17:24:37 main:574] : INFO : Epoch 1878 | loss: 0.0310616 | val_loss: 0.0312153 | Time: 1669.21 ms
[2021-05-11 17:24:38 main:574] : INFO : Epoch 1879 | loss: 0.0310621 | val_loss: 0.031224 | Time: 1683.59 ms
[2021-05-11 17:24:40 main:574] : INFO : Epoch 1880 | loss: 0.0310565 | val_loss: 0.0312112 | Time: 1715.57 ms
[2021-05-11 17:24:42 main:574] : INFO : Epoch 1881 | loss: 0.0310562 | val_loss: 0.0312152 | Time: 1688.1 ms
[2021-05-11 17:24:44 main:574] : INFO : Epoch 1882 | loss: 0.0310552 | val_loss: 0.0312169 | Time: 1733.18 ms
[2021-05-11 17:24:46 main:574] : INFO : Epoch 1883 | loss: 0.0310609 | val_loss: 0.0312169 | Time: 1726 ms
[2021-05-11 17:24:47 main:574] : INFO : Epoch 1884 | loss: 0.031053 | val_loss: 0.0312095 | Time: 1700.38 ms
[2021-05-11 17:24:49 main:574] : INFO : Epoch 1885 | loss: 0.0310512 | val_loss: 0.0312247 | Time: 1695.31 ms
[2021-05-11 17:24:51 main:574] : INFO : Epoch 1886 | loss: 0.0310481 | val_loss: 0.0312036 | Time: 1705.47 ms
[2021-05-11 17:24:53 main:574] : INFO : Epoch 1887 | loss: 0.0310503 | val_loss: 0.0312312 | Time: 1712.49 ms
[2021-05-11 17:24:54 main:574] : INFO : Epoch 1888 | loss: 0.0310515 | val_loss: 0.0312259 | Time: 1689.92 ms
[2021-05-11 17:24:56 main:574] : INFO : Epoch 1889 | loss: 0.0310477 | val_loss: 0.0312316 | Time: 1701.17 ms
[2021-05-11 17:24:58 main:574] : INFO : Epoch 1890 | loss: 0.0310484 | val_loss: 0.0312222 | Time: 1678.51 ms
[2021-05-11 17:25:00 main:574] : INFO : Epoch 1891 | loss: 0.0310504 | val_loss: 0.0312242 | Time: 1706.84 ms
[2021-05-11 17:25:01 main:574] : INFO : Epoch 1892 | loss: 0.0310477 | val_loss: 0.0312216 | Time: 1689.69 ms
[2021-05-11 17:25:03 main:574] : INFO : Epoch 1893 | loss: 0.0310515 | val_loss: 0.0312344 | Time: 1705.45 ms
[2021-05-11 17:25:05 main:574] : INFO : Epoch 1894 | loss: 0.0310488 | val_loss: 0.0312428 | Time: 1713.02 ms
[2021-05-11 17:25:07 main:574] : INFO : Epoch 1895 | loss: 0.0310444 | val_loss: 0.0312207 | Time: 1663.94 ms
[2021-05-11 17:25:08 main:574] : INFO : Epoch 1896 | loss: 0.0310484 | val_loss: 0.0312324 | Time: 1675.46 ms
[2021-05-11 17:25:10 main:574] : INFO : Epoch 1897 | loss: 0.031056 | val_loss: 0.0312406 | Time: 1727.5 ms
[2021-05-11 17:25:12 main:574] : INFO : Epoch 1898 | loss: 0.031053 | val_loss: 0.0312427 | Time: 1698.38 ms
[2021-05-11 17:25:14 main:574] : INFO : Epoch 1899 | loss: 0.0310454 | val_loss: 0.0312291 | Time: 1710.42 ms
[2021-05-11 17:25:15 main:574] : INFO : Epoch 1900 | loss: 0.0310419 | val_loss: 0.0312102 | Time: 1683.58 ms
[2021-05-11 17:25:17 main:574] : INFO : Epoch 1901 | loss: 0.0310414 | val_loss: 0.0312364 | Time: 1660.11 ms
[2021-05-11 17:25:19 main:574] : INFO : Epoch 1902 | loss: 0.0310418 | val_loss: 0.0312356 | Time: 1700.02 ms
[2021-05-11 17:25:21 main:574] : INFO : Epoch 1903 | loss: 0.0310492 | val_loss: 0.0312243 | Time: 1723.75 ms
[2021-05-11 17:25:22 main:574] : INFO : Epoch 1904 | loss: 0.0310515 | val_loss: 0.0312192 | Time: 1710.67 ms
[2021-05-11 17:25:24 main:574] : INFO : Epoch 1905 | loss: 0.0310457 | val_loss: 0.0312275 | Time: 1709.31 ms
[2021-05-11 17:25:26 main:574] : INFO : Epoch 1906 | loss: 0.0310522 | val_loss: 0.0312176 | Time: 1700.87 ms
[2021-05-11 17:25:28 main:574] : INFO : Epoch 1907 | loss: 0.031052 | val_loss: 0.0312251 | Time: 1674.73 ms
[2021-05-11 17:25:29 main:574] : INFO : Epoch 1908 | loss: 0.0310611 | val_loss: 0.0312023 | Time: 1714.69 ms
[2021-05-11 17:25:31 main:574] : INFO : Epoch 1909 | loss: 0.0310587 | val_loss: 0.0312203 | Time: 1687.88 ms
[2021-05-11 17:25:33 main:574] : INFO : Epoch 1910 | loss: 0.0310549 | val_loss: 0.0312122 | Time: 1687.87 ms
[2021-05-11 17:25:35 main:574] : INFO : Epoch 1911 | loss: 0.0310507 | val_loss: 0.0312214 | Time: 1694.92 ms
[2021-05-11 17:25:36 main:574] : INFO : Epoch 1912 | loss: 0.0310499 | val_loss: 0.031209 | Time: 1671.19 ms
[2021-05-11 17:25:38 main:574] : INFO : Epoch 1913 | loss: 0.0310489 | val_loss: 0.0312174 | Time: 1673.72 ms
[2021-05-11 17:25:40 main:574] : INFO : Epoch 1914 | loss: 0.0310461 | val_loss: 0.0312519 | Time: 1734.82 ms
[2021-05-11 17:25:42 main:574] : INFO : Epoch 1915 | loss: 0.031192 | val_loss: 0.0312125 | Time: 1704.56 ms
[2021-05-11 17:25:43 main:574] : INFO : Epoch 1916 | loss: 0.0331533 | val_loss: 0.0369945 | Time: 1719.82 ms
[2021-05-11 17:25:45 main:574] : INFO : Epoch 1917 | loss: 0.0355251 | val_loss: 0.0327546 | Time: 1694.79 ms
[2021-05-11 17:25:47 main:574] : INFO : Epoch 1918 | loss: 0.0320593 | val_loss: 0.0316267 | Time: 1663.3 ms
[2021-05-11 17:25:49 main:574] : INFO : Epoch 1919 | loss: 0.0313757 | val_loss: 0.0312818 | Time: 1695.5 ms
[2021-05-11 17:25:50 main:574] : INFO : Epoch 1920 | loss: 0.0312687 | val_loss: 0.0312524 | Time: 1714.95 ms
[2021-05-11 17:25:52 main:574] : INFO : Epoch 1921 | loss: 0.031251 | val_loss: 0.0312463 | Time: 1692.94 ms
[2021-05-11 17:25:54 main:574] : INFO : Epoch 1922 | loss: 0.0312441 | val_loss: 0.0312421 | Time: 1718.64 ms
[2021-05-11 17:25:56 main:574] : INFO : Epoch 1923 | loss: 0.0312396 | val_loss: 0.0312378 | Time: 1701.9 ms
[2021-05-11 17:25:57 main:574] : INFO : Epoch 1924 | loss: 0.0312347 | val_loss: 0.0312317 | Time: 1676.19 ms
[2021-05-11 17:25:59 main:574] : INFO : Epoch 1925 | loss: 0.0312279 | val_loss: 0.0312248 | Time: 1705.25 ms
[2021-05-11 17:26:01 main:574] : INFO : Epoch 1926 | loss: 0.0312205 | val_loss: 0.0312176 | Time: 1725.36 ms
[2021-05-11 17:26:03 main:574] : INFO : Epoch 1927 | loss: 0.0312145 | val_loss: 0.0312124 | Time: 1712.68 ms
[2021-05-11 17:26:05 main:574] : INFO : Epoch 1928 | loss: 0.0312104 | val_loss: 0.0312084 | Time: 1716.3 ms
[2021-05-11 17:26:06 main:574] : INFO : Epoch 1929 | loss: 0.0312075 | val_loss: 0.0312045 | Time: 1662.94 ms
[2021-05-11 17:26:08 main:574] : INFO : Epoch 1930 | loss: 0.0312041 | val_loss: 0.0312021 | Time: 1709.25 ms
[2021-05-11 17:26:10 main:574] : INFO : Epoch 1931 | loss: 0.0312012 | val_loss: 0.0311979 | Time: 1698.18 ms
[2021-05-11 17:26:12 main:574] : INFO : Epoch 1932 | loss: 0.0311987 | val_loss: 0.031196 | Time: 1705.92 ms
[2021-05-11 17:26:13 main:574] : INFO : Epoch 1933 | loss: 0.0311979 | val_loss: 0.0311946 | Time: 1693.68 ms
[2021-05-11 17:26:15 main:574] : INFO : Epoch 1934 | loss: 0.0311972 | val_loss: 0.0311948 | Time: 1687.21 ms
[2021-05-11 17:26:17 main:574] : INFO : Epoch 1935 | loss: 0.0311964 | val_loss: 0.0311924 | Time: 1658.71 ms
[2021-05-11 17:26:18 main:574] : INFO : Epoch 1936 | loss: 0.0311956 | val_loss: 0.0311926 | Time: 1691.33 ms
[2021-05-11 17:26:20 main:574] : INFO : Epoch 1937 | loss: 0.0311951 | val_loss: 0.0311914 | Time: 1700.15 ms
[2021-05-11 17:26:22 main:574] : INFO : Epoch 1938 | loss: 0.0311944 | val_loss: 0.0311923 | Time: 1694.5 ms
[2021-05-11 17:26:24 main:574] : INFO : Epoch 1939 | loss: 0.0311942 | val_loss: 0.0311907 | Time: 1675.1 ms
[2021-05-11 17:26:25 main:574] : INFO : Epoch 1940 | loss: 0.0311949 | val_loss: 0.0311916 | Time: 1708.59 ms
[2021-05-11 17:26:27 main:574] : INFO : Epoch 1941 | loss: 0.0311933 | val_loss: 0.0311897 | Time: 1711.03 ms
[2021-05-11 17:26:29 main:574] : INFO : Epoch 1942 | loss: 0.0311924 | val_loss: 0.0311894 | Time: 1700.65 ms
[2021-05-11 17:26:31 main:574] : INFO : Epoch 1943 | loss: 0.0311921 | val_loss: 0.0311887 | Time: 1676.8 ms
[2021-05-11 17:26:32 main:574] : INFO : Epoch 1944 | loss: 0.0311912 | val_loss: 0.0311881 | Time: 1690.95 ms
[2021-05-11 17:26:34 main:574] : INFO : Epoch 1945 | loss: 0.0311902 | val_loss: 0.0311867 | Time: 1715.16 ms
[2021-05-11 17:26:36 main:574] : INFO : Epoch 1946 | loss: 0.031189 | val_loss: 0.0311857 | Time: 1686.71 ms
[2021-05-11 17:26:38 main:574] : INFO : Epoch 1947 | loss: 0.0311877 | val_loss: 0.0311855 | Time: 1688.85 ms
[2021-05-11 17:26:40 main:574] : INFO : Epoch 1948 | loss: 0.0311869 | val_loss: 0.0311844 | Time: 1690.74 ms
[2021-05-11 17:26:41 main:574] : INFO : Epoch 1949 | loss: 0.031185 | val_loss: 0.0311832 | Time: 1687.04 ms
[2021-05-11 17:26:43 main:574] : INFO : Epoch 1950 | loss: 0.0311832 | val_loss: 0.031182 | Time: 1676.23 ms
[2021-05-11 17:26:45 main:574] : INFO : Epoch 1951 | loss: 0.0311826 | val_loss: 0.0311809 | Time: 1696.58 ms
[2021-05-11 17:26:46 main:574] : INFO : Epoch 1952 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 1671.34 ms
[2021-05-11 17:26:48 main:574] : INFO : Epoch 1953 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 1684.59 ms
[2021-05-11 17:26:50 main:574] : INFO : Epoch 1954 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 1715.47 ms
[2021-05-11 17:26:52 main:574] : INFO : Epoch 1955 | loss: 0.0311778 | val_loss: 0.0311774 | Time: 1694.1 ms
[2021-05-11 17:26:53 main:574] : INFO : Epoch 1956 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 1733.1 ms
[2021-05-11 17:26:55 main:574] : INFO : Epoch 1957 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 1721.88 ms
[2021-05-11 17:26:57 main:574] : INFO : Epoch 1958 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 1691.04 ms
[2021-05-11 17:26:59 main:574] : INFO : Epoch 1959 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 1684.24 ms
[2021-05-11 17:27:00 main:574] : INFO : Epoch 1960 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 1679.81 ms
[2021-05-11 17:27:02 main:574] : INFO : Epoch 1961 | loss: 0.0311751 | val_loss: 0.0311753 | Time: 1700.51 ms
[2021-05-11 17:27:04 main:574] : INFO : Epoch 1962 | loss: 0.0311733 | val_loss: 0.031175 | Time: 1692.73 ms
[2021-05-11 17:27:06 main:574] : INFO : Epoch 1963 | loss: 0.0311733 | val_loss: 0.0311748 | Time: 1716.23 ms
[2021-05-11 17:27:08 main:574] : INFO : Epoch 1964 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 1670.79 ms
[2021-05-11 17:27:09 main:574] : INFO : Epoch 1965 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 1701.95 ms
[2021-05-11 17:27:11 main:574] : INFO : Epoch 1966 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 1713.33 ms
[2021-05-11 17:27:13 main:574] : INFO : Epoch 1967 | loss: 0.0311719 | val_loss: 0.031173 | Time: 1710.88 ms
[2021-05-11 17:27:15 main:574] : INFO : Epoch 1968 | loss: 0.0311713 | val_loss: 0.031175 | Time: 1717.58 ms
[2021-05-11 17:27:16 main:574] : INFO : Epoch 1969 | loss: 0.031171 | val_loss: 0.0311743 | Time: 1667.48 ms
[2021-05-11 17:27:18 main:574] : INFO : Epoch 1970 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 1685.21 ms
[2021-05-11 17:27:20 main:574] : INFO : Epoch 1971 | loss: 0.0311701 | val_loss: 0.0311726 | Time: 1730.32 ms
[2021-05-11 17:27:22 main:574] : INFO : Epoch 1972 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 1712.48 ms
[2021-05-11 17:27:23 main:574] : INFO : Epoch 1973 | loss: 0.0311697 | val_loss: 0.0311721 | Time: 1696.31 ms
[2021-05-11 17:27:25 main:574] : INFO : Epoch 1974 | loss: 0.0311695 | val_loss: 0.0311709 | Time: 1713.73 ms
[2021-05-11 17:27:27 main:574] : INFO : Epoch 1975 | loss: 0.0311685 | val_loss: 0.0311718 | Time: 1642.65 ms
[2021-05-11 17:27:29 main:574] : INFO : Epoch 1976 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 1699.93 ms
[2021-05-11 17:27:30 main:574] : INFO : Epoch 1977 | loss: 0.031167 | val_loss: 0.0311708 | Time: 1715.4 ms
[2021-05-11 17:27:32 main:574] : INFO : Epoch 1978 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 1697.02 ms
[2021-05-11 17:27:34 main:574] : INFO : Epoch 1979 | loss: 0.0311677 | val_loss: 0.0311712 | Time: 1720.98 ms
[2021-05-11 17:27:36 main:574] : INFO : Epoch 1980 | loss: 0.0311659 | val_loss: 0.0311706 | Time: 1721.88 ms
[2021-05-11 17:27:37 main:574] : INFO : Epoch 1981 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 1686.12 ms
[2021-05-11 17:27:39 main:574] : INFO : Epoch 1982 | loss: 0.031165 | val_loss: 0.0311717 | Time: 1732.46 ms
[2021-05-11 17:27:41 main:574] : INFO : Epoch 1983 | loss: 0.0311645 | val_loss: 0.0311697 | Time: 1685.31 ms
[2021-05-11 17:27:43 main:574] : INFO : Epoch 1984 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 1712.81 ms
[2021-05-11 17:27:44 main:574] : INFO : Epoch 1985 | loss: 0.0311637 | val_loss: 0.0311695 | Time: 1716.49 ms
[2021-05-11 17:27:46 main:574] : INFO : Epoch 1986 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 1681.39 ms
[2021-05-11 17:27:48 main:574] : INFO : Epoch 1987 | loss: 0.031163 | val_loss: 0.0311691 | Time: 1680.12 ms
[2021-05-11 17:27:50 main:574] : INFO : Epoch 1988 | loss: 0.0311628 | val_loss: 0.0311694 | Time: 1708.43 ms
[2021-05-11 17:27:51 main:574] : INFO : Epoch 1989 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 1705.05 ms
[2021-05-11 17:27:53 main:574] : INFO : Epoch 1990 | loss: 0.0311616 | val_loss: 0.031169 | Time: 1716.36 ms
[2021-05-11 17:27:55 main:574] : INFO : Epoch 1991 | loss: 0.0311614 | val_loss: 0.0311686 | Time: 1696.51 ms
[2021-05-11 17:27:57 main:574] : INFO : Epoch 1992 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1670.16 ms
[2021-05-11 17:27:58 main:574] : INFO : Epoch 1993 | loss: 0.0311607 | val_loss: 0.0311687 | Time: 1667.5 ms
[2021-05-11 17:28:00 main:574] : INFO : Epoch 1994 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 1692.57 ms
[2021-05-11 17:28:02 main:574] : INFO : Epoch 1995 | loss: 0.0311598 | val_loss: 0.0311693 | Time: 1693.88 ms
[2021-05-11 17:28:04 main:574] : INFO : Epoch 1996 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 1714.72 ms
[2021-05-11 17:28:05 main:574] : INFO : Epoch 1997 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 1688.83 ms
[2021-05-11 17:28:07 main:574] : INFO : Epoch 1998 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 1662.61 ms
[2021-05-11 17:28:09 main:574] : INFO : Epoch 1999 | loss: 0.0311595 | val_loss: 0.0311693 | Time: 1695.45 ms
[2021-05-11 17:28:11 main:574] : INFO : Epoch 2000 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 1719.97 ms
[2021-05-11 17:28:12 main:574] : INFO : Epoch 2001 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 1687.71 ms
[2021-05-11 17:28:14 main:574] : INFO : Epoch 2002 | loss: 0.031157 | val_loss: 0.0311689 | Time: 1687.35 ms
[2021-05-11 17:28:16 main:574] : INFO : Epoch 2003 | loss: 0.031158 | val_loss: 0.0311705 | Time: 1681.83 ms
[2021-05-11 17:28:18 main:574] : INFO : Epoch 2004 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 1692.45 ms
[2021-05-11 17:28:19 main:574] : INFO : Epoch 2005 | loss: 0.0311554 | val_loss: 0.0311704 | Time: 1686.3 ms
[2021-05-11 17:28:21 main:574] : INFO : Epoch 2006 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 1717.36 ms
[2021-05-11 17:28:23 main:574] : INFO : Epoch 2007 | loss: 0.0311564 | val_loss: 0.0311718 | Time: 1700.55 ms
[2021-05-11 17:28:25 main:574] : INFO : Epoch 2008 | loss: 0.0311551 | val_loss: 0.031168 | Time: 1691.11 ms
[2021-05-11 17:28:26 main:574] : INFO : Epoch 2009 | loss: 0.031153 | val_loss: 0.0311693 | Time: 1672.56 ms
[2021-05-11 17:28:28 main:574] : INFO : Epoch 2010 | loss: 0.0311545 | val_loss: 0.0311691 | Time: 1691.62 ms
[2021-05-11 17:28:30 main:574] : INFO : Epoch 2011 | loss: 0.0311528 | val_loss: 0.0311713 | Time: 1709.87 ms
[2021-05-11 17:28:32 main:574] : INFO : Epoch 2012 | loss: 0.0311526 | val_loss: 0.0311703 | Time: 1735.4 ms
[2021-05-11 17:28:34 main:574] : INFO : Epoch 2013 | loss: 0.0311531 | val_loss: 0.0311759 | Time: 1711.65 ms
[2021-05-11 17:28:35 main:574] : INFO : Epoch 2014 | loss: 0.0311533 | val_loss: 0.0311701 | Time: 1685.44 ms
[2021-05-11 17:28:37 main:574] : INFO : Epoch 2015 | loss: 0.0311513 | val_loss: 0.0311722 | Time: 1683.38 ms
[2021-05-11 17:28:39 main:574] : INFO : Epoch 2016 | loss: 0.0311503 | val_loss: 0.0311694 | Time: 1699.87 ms
[2021-05-11 17:28:41 main:574] : INFO : Epoch 2017 | loss: 0.0311513 | val_loss: 0.0311723 | Time: 1706.8 ms
[2021-05-11 17:28:42 main:574] : INFO : Epoch 2018 | loss: 0.0311527 | val_loss: 0.0311733 | Time: 1677.57 ms
[2021-05-11 17:28:44 main:574] : INFO : Epoch 2019 | loss: 0.031151 | val_loss: 0.0311755 | Time: 1671.37 ms
[2021-05-11 17:28:46 main:574] : INFO : Epoch 2020 | loss: 0.0311512 | val_loss: 0.0311711 | Time: 1691.71 ms
[2021-05-11 17:28:47 main:574] : INFO : Epoch 2021 | loss: 0.0311483 | val_loss: 0.031172 | Time: 1664.34 ms
[2021-05-11 17:28:49 main:574] : INFO : Epoch 2022 | loss: 0.0311478 | val_loss: 0.0311714 | Time: 1720.78 ms
[2021-05-11 17:28:51 main:574] : INFO : Epoch 2023 | loss: 0.031147 | val_loss: 0.0311717 | Time: 1710.71 ms
[2021-05-11 17:28:53 main:574] : INFO : Epoch 2024 | loss: 0.0311466 | val_loss: 0.0311723 | Time: 1728.96 ms
[2021-05-11 17:28:55 main:574] : INFO : Epoch 2025 | loss: 0.0311467 | val_loss: 0.0311724 | Time: 1703.95 ms
[2021-05-11 17:28:56 main:574] : INFO : Epoch 2026 | loss: 0.0311467 | val_loss: 0.031173 | Time: 1656.43 ms
[2021-05-11 17:28:58 main:574] : INFO : Epoch 2027 | loss: 0.0311462 | val_loss: 0.031171 | Time: 1677.44 ms
[2021-05-11 17:29:00 main:574] : INFO : Epoch 2028 | loss: 0.0311471 | val_loss: 0.0311738 | Time: 1715.85 ms
[2021-05-11 17:29:02 main:574] : INFO : Epoch 2029 | loss: 0.0311463 | val_loss: 0.0311725 | Time: 1691.35 ms
[2021-05-11 17:29:03 main:574] : INFO : Epoch 2030 | loss: 0.0311471 | val_loss: 0.0311721 | Time: 1711.88 ms
[2021-05-11 17:29:05 main:574] : INFO : Epoch 2031 | loss: 0.0311445 | val_loss: 0.0311727 | Time: 1680.27 ms
[2021-05-11 17:29:07 main:574] : INFO : Epoch 2032 | loss: 0.0311435 | val_loss: 0.0311739 | Time: 1660.38 ms
[2021-05-11 17:29:09 main:574] : INFO : Epoch 2033 | loss: 0.0311438 | val_loss: 0.0311756 | Time: 1689.66 ms
[2021-05-11 17:29:10 main:574] : INFO : Epoch 2034 | loss: 0.0311418 | val_loss: 0.031173 | Time: 1680.7 ms
[2021-05-11 17:29:12 main:574] : INFO : Epoch 2035 | loss: 0.031141 | val_loss: 0.0311775 | Time: 1726.9 ms
[2021-05-11 17:29:14 main:574] : INFO : Epoch 2036 | loss: 0.0311426 | val_loss: 0.0311738 | Time: 1691.45 ms
[2021-05-11 17:29:16 main:574] : INFO : Epoch 2037 | loss: 0.0311432 | val_loss: 0.0311765 | Time: 1701.98 ms
[2021-05-11 17:29:17 main:574] : INFO : Epoch 2038 | loss: 0.0311401 | val_loss: 0.031177 | Time: 1676.63 ms
[2021-05-11 17:29:19 main:574] : INFO : Epoch 2039 | loss: 0.0311414 | val_loss: 0.0311759 | Time: 1702.26 ms
[2021-05-11 17:29:21 main:574] : INFO : Epoch 2040 | loss: 0.0311418 | val_loss: 0.0311747 | Time: 1708.33 ms
[2021-05-11 17:29:23 main:574] : INFO : Epoch 2041 | loss: 0.0311398 | val_loss: 0.0311727 | Time: 1689.5 ms
[2021-05-11 17:29:24 main:574] : INFO : Epoch 2042 | loss: 0.0311386 | val_loss: 0.031172 | Time: 1694.59 ms
[2021-05-11 17:29:26 main:574] : INFO : Epoch 2043 | loss: 0.0311386 | val_loss: 0.0311749 | Time: 1677.28 ms
[2021-05-11 17:29:28 main:574] : INFO : Epoch 2044 | loss: 0.031139 | val_loss: 0.0311787 | Time: 1690.73 ms
[2021-05-11 17:29:30 main:574] : INFO : Epoch 2045 | loss: 0.0311399 | val_loss: 0.0311771 | Time: 1713.29 ms
[2021-05-11 17:29:31 main:574] : INFO : Epoch 2046 | loss: 0.0311368 | val_loss: 0.0311784 | Time: 1693.09 ms
[2021-05-11 17:29:33 main:574] : INFO : Epoch 2047 | loss: 0.0311369 | val_loss: 0.0311743 | Time: 1682.83 ms
[2021-05-11 17:29:35 main:574] : INFO : Epoch 2048 | loss: 0.0311386 | val_loss: 0.0311739 | Time: 1748.62 ms
[2021-05-11 17:29:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311739
[2021-05-11 17:29:35 main:603] : INFO : Saving end state to config to file
[2021-05-11 17:29:35 main:608] : INFO : Success, exiting..
17:29:35 (15104): 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)