Task 5135185
| Name | ParityModified-1619578866-11192-1_0 |
| Workunit | 3084798 |
| Created | 3 May 2021, 4:24:09 UTC |
| Sent | 11 May 2021, 13:29:43 UTC |
| Report deadline | 18 May 2021, 13:29:43 UTC |
| Received | 11 May 2021, 22:48:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min |
| CPU time | 57 min 33 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: 0.0311012 | val_loss: 0.031197 | Time: 1691.28 ms
[2021-05-12 00:14:34 main:574] : INFO : Epoch 1543 | loss: 0.0311029 | val_loss: 0.0312137 | Time: 1711.34 ms
[2021-05-12 00:14:35 main:574] : INFO : Epoch 1544 | loss: 0.0311025 | val_loss: 0.0312064 | Time: 1712.35 ms
[2021-05-12 00:14:37 main:574] : INFO : Epoch 1545 | loss: 0.0311024 | val_loss: 0.0312086 | Time: 1694.68 ms
[2021-05-12 00:14:39 main:574] : INFO : Epoch 1546 | loss: 0.0311027 | val_loss: 0.0311905 | Time: 1696.62 ms
[2021-05-12 00:14:41 main:574] : INFO : Epoch 1547 | loss: 0.0310983 | val_loss: 0.0312031 | Time: 1672.49 ms
[2021-05-12 00:14:42 main:574] : INFO : Epoch 1548 | loss: 0.0310965 | val_loss: 0.0312202 | Time: 1717.35 ms
[2021-05-12 00:14:44 main:574] : INFO : Epoch 1549 | loss: 0.0310942 | val_loss: 0.0312073 | Time: 1689.09 ms
[2021-05-12 00:14:46 main:574] : INFO : Epoch 1550 | loss: 0.0310965 | val_loss: 0.0312142 | Time: 1707.57 ms
[2021-05-12 00:14:48 main:574] : INFO : Epoch 1551 | loss: 0.0310969 | val_loss: 0.0312125 | Time: 1722.02 ms
[2021-05-12 00:14:49 main:574] : INFO : Epoch 1552 | loss: 0.0310982 | val_loss: 0.0311965 | Time: 1693.98 ms
[2021-05-12 00:14:51 main:574] : INFO : Epoch 1553 | loss: 0.0310988 | val_loss: 0.0311975 | Time: 1661.7 ms
[2021-05-12 00:14:53 main:574] : INFO : Epoch 1554 | loss: 0.0311009 | val_loss: 0.0311892 | Time: 1721.38 ms
[2021-05-12 00:14:55 main:574] : INFO : Epoch 1555 | loss: 0.0311008 | val_loss: 0.0312221 | Time: 1717.88 ms
[2021-05-12 00:14:56 main:574] : INFO : Epoch 1556 | loss: 0.0311294 | val_loss: 0.0311804 | Time: 1692.18 ms
[2021-05-12 00:14:58 main:574] : INFO : Epoch 1557 | loss: 0.0311359 | val_loss: 0.0311851 | Time: 1720.66 ms
[2021-05-12 00:15:00 main:574] : INFO : Epoch 1558 | loss: 0.0311299 | val_loss: 0.0311842 | Time: 1706.99 ms
[2021-05-12 00:15:01 main:574] : INFO : Epoch 1559 | loss: 0.0311226 | val_loss: 0.0311835 | Time: 1684.46 ms
[2021-05-12 00:15:03 main:574] : INFO : Epoch 1560 | loss: 0.0311199 | val_loss: 0.031198 | Time: 1692.37 ms
[2021-05-12 00:15:05 main:574] : INFO : Epoch 1561 | loss: 0.0311167 | val_loss: 0.0311986 | Time: 1719.64 ms
[2021-05-12 00:15:07 main:574] : INFO : Epoch 1562 | loss: 0.031114 | val_loss: 0.0311938 | Time: 1733.03 ms
[2021-05-12 00:15:08 main:574] : INFO : Epoch 1563 | loss: 0.0311087 | val_loss: 0.0311921 | Time: 1704.15 ms
[2021-05-12 00:15:10 main:574] : INFO : Epoch 1564 | loss: 0.0311065 | val_loss: 0.031194 | Time: 1669.79 ms
[2021-05-12 00:15:12 main:574] : INFO : Epoch 1565 | loss: 0.0311029 | val_loss: 0.0311947 | Time: 1670.8 ms
[2021-05-12 00:15:14 main:574] : INFO : Epoch 1566 | loss: 0.0311069 | val_loss: 0.0311987 | Time: 1717.05 ms
[2021-05-12 00:15:15 main:574] : INFO : Epoch 1567 | loss: 0.0311054 | val_loss: 0.0311988 | Time: 1696.17 ms
[2021-05-12 00:15:17 main:574] : INFO : Epoch 1568 | loss: 0.0311076 | val_loss: 0.0311934 | Time: 1684.73 ms
[2021-05-12 00:15:19 main:574] : INFO : Epoch 1569 | loss: 0.0311094 | val_loss: 0.031222 | Time: 1713.11 ms
[2021-05-12 00:15:21 main:574] : INFO : Epoch 1570 | loss: 0.0311048 | val_loss: 0.0311961 | Time: 1655.3 ms
[2021-05-12 00:15:22 main:574] : INFO : Epoch 1571 | loss: 0.0311018 | val_loss: 0.0312156 | Time: 1684.28 ms
[2021-05-12 00:15:24 main:574] : INFO : Epoch 1572 | loss: 0.0311076 | val_loss: 0.031209 | Time: 1715.19 ms
[2021-05-12 00:15:26 main:574] : INFO : Epoch 1573 | loss: 0.0311028 | val_loss: 0.0311984 | Time: 1710.34 ms
[2021-05-12 00:15:28 main:574] : INFO : Epoch 1574 | loss: 0.0311002 | val_loss: 0.0311978 | Time: 1734.48 ms
[2021-05-12 00:15:29 main:574] : INFO : Epoch 1575 | loss: 0.0311016 | val_loss: 0.0311966 | Time: 1701.79 ms
[2021-05-12 00:15:31 main:574] : INFO : Epoch 1576 | loss: 0.0310989 | val_loss: 0.0312046 | Time: 1659.91 ms
[2021-05-12 00:15:33 main:574] : INFO : Epoch 1577 | loss: 0.0310935 | val_loss: 0.0312012 | Time: 1683.02 ms
[2021-05-12 00:15:34 main:574] : INFO : Epoch 1578 | loss: 0.0310946 | val_loss: 0.0312076 | Time: 1679.91 ms
[2021-05-12 00:15:36 main:574] : INFO : Epoch 1579 | loss: 0.0311008 | val_loss: 0.0312056 | Time: 1695.52 ms
[2021-05-12 00:15:38 main:574] : INFO : Epoch 1580 | loss: 0.0311126 | val_loss: 0.0311908 | Time: 1686.44 ms
[2021-05-12 00:15:40 main:574] : INFO : Epoch 1581 | loss: 0.0311152 | val_loss: 0.0311941 | Time: 1709.69 ms
[2021-05-12 00:15:41 main:574] : INFO : Epoch 1582 | loss: 0.0311086 | val_loss: 0.0312028 | Time: 1678.34 ms
[2021-05-12 00:15:43 main:574] : INFO : Epoch 1583 | loss: 0.031107 | val_loss: 0.0311944 | Time: 1706.31 ms
[2021-05-12 00:15:45 main:574] : INFO : Epoch 1584 | loss: 0.0311005 | val_loss: 0.0312041 | Time: 1699.74 ms
[2021-05-12 00:15:47 main:574] : INFO : Epoch 1585 | loss: 0.031098 | val_loss: 0.0311968 | Time: 1693.26 ms
[2021-05-12 00:15:48 main:574] : INFO : Epoch 1586 | loss: 0.031101 | val_loss: 0.0312061 | Time: 1710.11 ms
[2021-05-12 00:15:50 main:574] : INFO : Epoch 1587 | loss: 0.0311064 | val_loss: 0.0311937 | Time: 1676.8 ms
[2021-05-12 00:15:52 main:574] : INFO : Epoch 1588 | loss: 0.0311024 | val_loss: 0.0312056 | Time: 1705.22 ms
[2021-05-12 00:15:53 main:574] : INFO : Epoch 1589 | loss: 0.0310977 | val_loss: 0.0311938 | Time: 1699.29 ms
[2021-05-12 00:15:55 main:574] : INFO : Epoch 1590 | loss: 0.0311098 | val_loss: 0.0311878 | Time: 1703.67 ms
[2021-05-12 00:15:57 main:574] : INFO : Epoch 1591 | loss: 0.0311229 | val_loss: 0.0311919 | Time: 1699.23 ms
[2021-05-12 00:15:59 main:574] : INFO : Epoch 1592 | loss: 0.0311166 | val_loss: 0.0311878 | Time: 1698.04 ms
[2021-05-12 00:16:00 main:574] : INFO : Epoch 1593 | loss: 0.0311166 | val_loss: 0.0311981 | Time: 1669.54 ms
[2021-05-12 00:16:02 main:574] : INFO : Epoch 1594 | loss: 0.0311126 | val_loss: 0.0311973 | Time: 1699.05 ms
[2021-05-12 00:16:04 main:574] : INFO : Epoch 1595 | loss: 0.0311072 | val_loss: 0.0311991 | Time: 1706.66 ms
[2021-05-12 00:16:06 main:574] : INFO : Epoch 1596 | loss: 0.031103 | val_loss: 0.0311944 | Time: 1695.22 ms
[2021-05-12 00:16:07 main:574] : INFO : Epoch 1597 | loss: 0.0311036 | val_loss: 0.0311935 | Time: 1727.44 ms
[2021-05-12 00:16:09 main:574] : INFO : Epoch 1598 | loss: 0.0311018 | val_loss: 0.0312004 | Time: 1712.12 ms
[2021-05-12 00:16:11 main:574] : INFO : Epoch 1599 | loss: 0.0310994 | val_loss: 0.0311992 | Time: 1659.68 ms
[2021-05-12 00:16:13 main:574] : INFO : Epoch 1600 | loss: 0.0311039 | val_loss: 0.0312054 | Time: 1710.85 ms
[2021-05-12 00:16:14 main:574] : INFO : Epoch 1601 | loss: 0.0311005 | val_loss: 0.031209 | Time: 1715.28 ms
[2021-05-12 00:16:16 main:574] : INFO : Epoch 1602 | loss: 0.0310979 | val_loss: 0.0312177 | Time: 1680.65 ms
[2021-05-12 00:16:18 main:574] : INFO : Epoch 1603 | loss: 0.0310979 | val_loss: 0.0312081 | Time: 1715.12 ms
[2021-05-12 00:16:19 main:574] : INFO : Epoch 1604 | loss: 0.0311015 | val_loss: 0.0312012 | Time: 1702.96 ms
[2021-05-12 00:16:21 main:574] : INFO : Epoch 1605 | loss: 0.0311004 | val_loss: 0.0312165 | Time: 1667.64 ms
[2021-05-12 00:16:23 main:574] : INFO : Epoch 1606 | loss: 0.0310961 | val_loss: 0.0311896 | Time: 1709.12 ms
[2021-05-12 00:16:25 main:574] : INFO : Epoch 1607 | loss: 0.0310992 | val_loss: 0.0312055 | Time: 1702.26 ms
[2021-05-12 00:16:26 main:574] : INFO : Epoch 1608 | loss: 0.0311009 | val_loss: 0.0311943 | Time: 1721.48 ms
[2021-05-12 00:16:28 main:574] : INFO : Epoch 1609 | loss: 0.0311038 | val_loss: 0.0312111 | Time: 1712.05 ms
[2021-05-12 00:16:30 main:574] : INFO : Epoch 1610 | loss: 0.0311034 | val_loss: 0.0312127 | Time: 1688.97 ms
[2021-05-12 00:16:32 main:574] : INFO : Epoch 1611 | loss: 0.0310972 | val_loss: 0.0312035 | Time: 1679.65 ms
[2021-05-12 00:16:33 main:574] : INFO : Epoch 1612 | loss: 0.0310946 | val_loss: 0.0312102 | Time: 1711.47 ms
[2021-05-12 00:16:35 main:574] : INFO : Epoch 1613 | loss: 0.0310978 | val_loss: 0.0312099 | Time: 1707.53 ms
[2021-05-12 00:16:37 main:574] : INFO : Epoch 1614 | loss: 0.0310972 | val_loss: 0.0312014 | Time: 1692.78 ms
[2021-05-12 00:16:39 main:574] : INFO : Epoch 1615 | loss: 0.0310977 | val_loss: 0.0312189 | Time: 1692.11 ms
[2021-05-12 00:16:40 main:574] : INFO : Epoch 1616 | loss: 0.0310952 | val_loss: 0.0312057 | Time: 1663.65 ms
[2021-05-12 00:16:42 main:574] : INFO : Epoch 1617 | loss: 0.031092 | val_loss: 0.0312218 | Time: 1712.63 ms
[2021-05-12 00:16:44 main:574] : INFO : Epoch 1618 | loss: 0.0310912 | val_loss: 0.0311989 | Time: 1710.74 ms
[2021-05-12 00:16:46 main:574] : INFO : Epoch 1619 | loss: 0.0310912 | val_loss: 0.0312101 | Time: 1698.62 ms
[2021-05-12 00:16:47 main:574] : INFO : Epoch 1620 | loss: 0.0310884 | val_loss: 0.0312048 | Time: 1691.78 ms
[2021-05-12 00:16:49 main:574] : INFO : Epoch 1621 | loss: 0.0310924 | val_loss: 0.031225 | Time: 1689.82 ms
[2021-05-12 00:16:51 main:574] : INFO : Epoch 1622 | loss: 0.031093 | val_loss: 0.0311955 | Time: 1673.9 ms
[2021-05-12 00:16:52 main:574] : INFO : Epoch 1623 | loss: 0.031096 | val_loss: 0.0311978 | Time: 1687.42 ms
[2021-05-12 00:16:54 main:574] : INFO : Epoch 1624 | loss: 0.0311075 | val_loss: 0.0312191 | Time: 1708.18 ms
[2021-05-12 00:16:56 main:574] : INFO : Epoch 1625 | loss: 0.0310995 | val_loss: 0.0312084 | Time: 1701.28 ms
[2021-05-12 00:16:58 main:574] : INFO : Epoch 1626 | loss: 0.0311028 | val_loss: 0.0311925 | Time: 1703.67 ms
[2021-05-12 00:16:59 main:574] : INFO : Epoch 1627 | loss: 0.031103 | val_loss: 0.031193 | Time: 1693.55 ms
[2021-05-12 00:17:01 main:574] : INFO : Epoch 1628 | loss: 0.0311048 | val_loss: 0.0312044 | Time: 1685.08 ms
[2021-05-12 00:17:03 main:574] : INFO : Epoch 1629 | loss: 0.0310956 | val_loss: 0.0312078 | Time: 1717.67 ms
[2021-05-12 00:17:05 main:574] : INFO : Epoch 1630 | loss: 0.0310941 | val_loss: 0.0312 | Time: 1722.58 ms
[2021-05-12 00:17:06 main:574] : INFO : Epoch 1631 | loss: 0.0310931 | val_loss: 0.0312011 | Time: 1698.29 ms
[2021-05-12 00:17:08 main:574] : INFO : Epoch 1632 | loss: 0.0310914 | val_loss: 0.0312107 | Time: 1680.43 ms
[2021-05-12 00:17:10 main:574] : INFO : Epoch 1633 | loss: 0.031094 | val_loss: 0.0312031 | Time: 1702.06 ms
[2021-05-12 00:17:12 main:574] : INFO : Epoch 1634 | loss: 0.0310945 | val_loss: 0.0312156 | Time: 1661.68 ms
[2021-05-12 00:17:13 main:574] : INFO : Epoch 1635 | loss: 0.0310952 | val_loss: 0.0312074 | Time: 1702.03 ms
[2021-05-12 00:17:15 main:574] : INFO : Epoch 1636 | loss: 0.0311029 | val_loss: 0.0312097 | Time: 1726.98 ms
[2021-05-12 00:17:17 main:574] : INFO : Epoch 1637 | loss: 0.0311019 | val_loss: 0.0312012 | Time: 1722.62 ms
[2021-05-12 00:17:19 main:574] : INFO : Epoch 1638 | loss: 0.0310974 | val_loss: 0.0312065 | Time: 1721.09 ms
[2021-05-12 00:17:20 main:574] : INFO : Epoch 1639 | loss: 0.0310947 | val_loss: 0.0312044 | Time: 1686.34 ms
[2021-05-12 00:17:22 main:574] : INFO : Epoch 1640 | loss: 0.0311077 | val_loss: 0.0312095 | Time: 1672.69 ms
[2021-05-12 00:17:24 main:574] : INFO : Epoch 1641 | loss: 0.0311064 | val_loss: 0.0312041 | Time: 1693.65 ms
[2021-05-12 00:17:25 main:574] : INFO : Epoch 1642 | loss: 0.031098 | val_loss: 0.0312092 | Time: 1717.77 ms
[2021-05-12 00:17:27 main:574] : INFO : Epoch 1643 | loss: 0.0310957 | val_loss: 0.0311968 | Time: 1709.19 ms
[2021-05-12 00:17:29 main:574] : INFO : Epoch 1644 | loss: 0.0310964 | val_loss: 0.031211 | Time: 1697.8 ms
[2021-05-12 00:17:31 main:574] : INFO : Epoch 1645 | loss: 0.0310969 | val_loss: 0.0312149 | Time: 1671.67 ms
[2021-05-12 00:17:32 main:574] : INFO : Epoch 1646 | loss: 0.0310938 | val_loss: 0.0312096 | Time: 1721.2 ms
[2021-05-12 00:17:34 main:574] : INFO : Epoch 1647 | loss: 0.0310891 | val_loss: 0.03122 | Time: 1713.91 ms
[2021-05-12 00:17:36 main:574] : INFO : Epoch 1648 | loss: 0.0310921 | val_loss: 0.0312044 | Time: 1701.25 ms
[2021-05-12 00:17:38 main:574] : INFO : Epoch 1649 | loss: 0.0310917 | val_loss: 0.0312124 | Time: 1693.74 ms
[2021-05-12 00:17:39 main:574] : INFO : Epoch 1650 | loss: 0.0310926 | val_loss: 0.0312137 | Time: 1702.67 ms
[2021-05-12 00:17:41 main:574] : INFO : Epoch 1651 | loss: 0.0310922 | val_loss: 0.0312134 | Time: 1665.91 ms
[2021-05-12 00:17:43 main:574] : INFO : Epoch 1652 | loss: 0.0310929 | val_loss: 0.0312069 | Time: 1718.9 ms
[2021-05-12 00:17:45 main:574] : INFO : Epoch 1653 | loss: 0.0310876 | val_loss: 0.0312085 | Time: 1691.72 ms
[2021-05-12 00:17:46 main:574] : INFO : Epoch 1654 | loss: 0.0310886 | val_loss: 0.0312082 | Time: 1729.1 ms
[2021-05-12 00:17:48 main:574] : INFO : Epoch 1655 | loss: 0.0310896 | val_loss: 0.0312143 | Time: 1693.32 ms
[2021-05-12 00:17:50 main:574] : INFO : Epoch 1656 | loss: 0.0310915 | val_loss: 0.0312264 | Time: 1686.61 ms
[2021-05-12 00:17:52 main:574] : INFO : Epoch 1657 | loss: 0.0310929 | val_loss: 0.031214 | Time: 1670.09 ms
[2021-05-12 00:17:53 main:574] : INFO : Epoch 1658 | loss: 0.0310952 | val_loss: 0.0312099 | Time: 1695.14 ms
[2021-05-12 00:17:55 main:574] : INFO : Epoch 1659 | loss: 0.0310897 | val_loss: 0.0312113 | Time: 1703.32 ms
[2021-05-12 00:17:57 main:574] : INFO : Epoch 1660 | loss: 0.0310903 | val_loss: 0.0312071 | Time: 1701.69 ms
[2021-05-12 00:17:58 main:574] : INFO : Epoch 1661 | loss: 0.031095 | val_loss: 0.0312156 | Time: 1718.07 ms
[2021-05-12 00:18:00 main:574] : INFO : Epoch 1662 | loss: 0.0310902 | val_loss: 0.031206 | Time: 1680.01 ms
[2021-05-12 00:18:02 main:574] : INFO : Epoch 1663 | loss: 0.0310875 | val_loss: 0.0312105 | Time: 1693.44 ms
[2021-05-12 00:18:04 main:574] : INFO : Epoch 1664 | loss: 0.0310868 | val_loss: 0.0312242 | Time: 1696.5 ms
[2021-05-12 00:18:05 main:574] : INFO : Epoch 1665 | loss: 0.0310897 | val_loss: 0.0312124 | Time: 1700.37 ms
[2021-05-12 00:18:07 main:574] : INFO : Epoch 1666 | loss: 0.0310965 | val_loss: 0.0312159 | Time: 1685.41 ms
[2021-05-12 00:18:09 main:574] : INFO : Epoch 1667 | loss: 0.0310985 | val_loss: 0.0312071 | Time: 1703.37 ms
[2021-05-12 00:18:11 main:574] : INFO : Epoch 1668 | loss: 0.0311024 | val_loss: 0.0312007 | Time: 1686.14 ms
[2021-05-12 00:18:12 main:574] : INFO : Epoch 1669 | loss: 0.0310954 | val_loss: 0.0312107 | Time: 1696.09 ms
[2021-05-12 00:18:14 main:574] : INFO : Epoch 1670 | loss: 0.0310991 | val_loss: 0.0312039 | Time: 1714.9 ms
[2021-05-12 00:18:16 main:574] : INFO : Epoch 1671 | loss: 0.0310933 | val_loss: 0.031201 | Time: 1707.44 ms
[2021-05-12 00:18:17 main:574] : INFO : Epoch 1672 | loss: 0.0310972 | val_loss: 0.0312246 | Time: 1687.13 ms
[2021-05-12 00:18:19 main:574] : INFO : Epoch 1673 | loss: 0.0310929 | val_loss: 0.0312102 | Time: 1693.79 ms
[2021-05-12 00:18:21 main:574] : INFO : Epoch 1674 | loss: 0.0310961 | val_loss: 0.0312078 | Time: 1676.64 ms
[2021-05-12 00:18:23 main:574] : INFO : Epoch 1675 | loss: 0.0310966 | val_loss: 0.0312112 | Time: 1698.49 ms
[2021-05-12 00:18:24 main:574] : INFO : Epoch 1676 | loss: 0.0310915 | val_loss: 0.0312066 | Time: 1711.05 ms
[2021-05-12 00:18:26 main:574] : INFO : Epoch 1677 | loss: 0.0310977 | val_loss: 0.0312206 | Time: 1680.64 ms
[2021-05-12 00:18:28 main:574] : INFO : Epoch 1678 | loss: 0.0311009 | val_loss: 0.0312054 | Time: 1702.52 ms
[2021-05-12 00:18:30 main:574] : INFO : Epoch 1679 | loss: 0.0311052 | val_loss: 0.0312117 | Time: 1705.21 ms
[2021-05-12 00:18:31 main:574] : INFO : Epoch 1680 | loss: 0.0311004 | val_loss: 0.0312194 | Time: 1674.34 ms
[2021-05-12 00:18:33 main:574] : INFO : Epoch 1681 | loss: 0.0310996 | val_loss: 0.0312033 | Time: 1702.69 ms
[2021-05-12 00:18:35 main:574] : INFO : Epoch 1682 | loss: 0.0310977 | val_loss: 0.0312153 | Time: 1711.02 ms
[2021-05-12 00:18:37 main:574] : INFO : Epoch 1683 | loss: 0.0310955 | val_loss: 0.0312126 | Time: 1702.45 ms
[2021-05-12 00:18:38 main:574] : INFO : Epoch 1684 | loss: 0.031092 | val_loss: 0.0312084 | Time: 1686.38 ms
[2021-05-12 00:18:40 main:574] : INFO : Epoch 1685 | loss: 0.0310962 | val_loss: 0.0311984 | Time: 1691.66 ms
[2021-05-12 00:18:42 main:574] : INFO : Epoch 1686 | loss: 0.031102 | val_loss: 0.0312054 | Time: 1683.43 ms
[2021-05-12 00:18:44 main:574] : INFO : Epoch 1687 | loss: 0.0311032 | val_loss: 0.0312114 | Time: 1710.51 ms
[2021-05-12 00:18:45 main:574] : INFO : Epoch 1688 | loss: 0.0311005 | val_loss: 0.0312034 | Time: 1705.05 ms
[2021-05-12 00:18:47 main:574] : INFO : Epoch 1689 | loss: 0.0310974 | val_loss: 0.0312091 | Time: 1709.79 ms
[2021-05-12 00:18:49 main:574] : INFO : Epoch 1690 | loss: 0.031096 | val_loss: 0.0312109 | Time: 1697.28 ms
[2021-05-12 00:18:51 main:574] : INFO : Epoch 1691 | loss: 0.0310907 | val_loss: 0.0312149 | Time: 1667.98 ms
[2021-05-12 00:18:52 main:574] : INFO : Epoch 1692 | loss: 0.0310857 | val_loss: 0.0312285 | Time: 1687.61 ms
[2021-05-12 00:18:54 main:574] : INFO : Epoch 1693 | loss: 0.0310869 | val_loss: 0.0312072 | Time: 1721.23 ms
[2021-05-12 00:18:56 main:574] : INFO : Epoch 1694 | loss: 0.0310912 | val_loss: 0.0312221 | Time: 1719.68 ms
[2021-05-12 00:18:57 main:574] : INFO : Epoch 1695 | loss: 0.0310922 | val_loss: 0.0312071 | Time: 1706.95 ms
[2021-05-12 00:18:59 main:574] : INFO : Epoch 1696 | loss: 0.0310937 | val_loss: 0.0312288 | Time: 1696.91 ms
[2021-05-12 00:19:01 main:574] : INFO : Epoch 1697 | loss: 0.0311001 | val_loss: 0.0312026 | Time: 1671 ms
[2021-05-12 00:19:03 main:574] : INFO : Epoch 1698 | loss: 0.0310994 | val_loss: 0.0312399 | Time: 1715.75 ms
[2021-05-12 00:19:04 main:574] : INFO : Epoch 1699 | loss: 0.0311135 | val_loss: 0.0311981 | Time: 1730.26 ms
[2021-05-12 00:19:06 main:574] : INFO : Epoch 1700 | loss: 0.0311151 | val_loss: 0.0312073 | Time: 1735.25 ms
[2021-05-12 00:19:08 main:574] : INFO : Epoch 1701 | loss: 0.0311063 | val_loss: 0.0311956 | Time: 1687.72 ms
[2021-05-12 00:19:10 main:574] : INFO : Epoch 1702 | loss: 0.031102 | val_loss: 0.031219 | Time: 1714.54 ms
[2021-05-12 00:19:11 main:574] : INFO : Epoch 1703 | loss: 0.0311003 | val_loss: 0.0311911 | Time: 1671.17 ms
[2021-05-12 00:19:13 main:574] : INFO : Epoch 1704 | loss: 0.0310922 | val_loss: 0.0312166 | Time: 1709.28 ms
[2021-05-12 00:19:15 main:574] : INFO : Epoch 1705 | loss: 0.0310975 | val_loss: 0.0312048 | Time: 1697.51 ms
[2021-05-12 00:19:17 main:574] : INFO : Epoch 1706 | loss: 0.0311025 | val_loss: 0.031202 | Time: 1711.18 ms
[2021-05-12 00:19:18 main:574] : INFO : Epoch 1707 | loss: 0.0310956 | val_loss: 0.0312112 | Time: 1686.06 ms
[2021-05-12 00:19:20 main:574] : INFO : Epoch 1708 | loss: 0.0310916 | val_loss: 0.0312049 | Time: 1697.15 ms
[2021-05-12 00:19:22 main:574] : INFO : Epoch 1709 | loss: 0.0310875 | val_loss: 0.031222 | Time: 1683.06 ms
[2021-05-12 00:19:23 main:574] : INFO : Epoch 1710 | loss: 0.0310884 | val_loss: 0.0312038 | Time: 1731.36 ms
[2021-05-12 00:19:25 main:574] : INFO : Epoch 1711 | loss: 0.031093 | val_loss: 0.0312081 | Time: 1732.7 ms
[2021-05-12 00:19:27 main:574] : INFO : Epoch 1712 | loss: 0.031103 | val_loss: 0.0312174 | Time: 1700.09 ms
[2021-05-12 00:19:29 main:574] : INFO : Epoch 1713 | loss: 0.0310953 | val_loss: 0.0312119 | Time: 1697 ms
[2021-05-12 00:19:30 main:574] : INFO : Epoch 1714 | loss: 0.0310911 | val_loss: 0.0312133 | Time: 1689.84 ms
[2021-05-12 00:19:32 main:574] : INFO : Epoch 1715 | loss: 0.0310897 | val_loss: 0.0312148 | Time: 1698.01 ms
[2021-05-12 00:19:34 main:574] : INFO : Epoch 1716 | loss: 0.0310882 | val_loss: 0.0312028 | Time: 1703.54 ms
[2021-05-12 00:19:36 main:574] : INFO : Epoch 1717 | loss: 0.0310869 | val_loss: 0.0312305 | Time: 1685.23 ms
[2021-05-12 00:19:37 main:574] : INFO : Epoch 1718 | loss: 0.031086 | val_loss: 0.0312088 | Time: 1690.49 ms
[2021-05-12 00:19:39 main:574] : INFO : Epoch 1719 | loss: 0.0310914 | val_loss: 0.0312115 | Time: 1720.95 ms
[2021-05-12 00:19:41 main:574] : INFO : Epoch 1720 | loss: 0.0310887 | val_loss: 0.031223 | Time: 1656.05 ms
[2021-05-12 00:19:43 main:574] : INFO : Epoch 1721 | loss: 0.0310867 | val_loss: 0.031222 | Time: 1705.08 ms
[2021-05-12 00:19:44 main:574] : INFO : Epoch 1722 | loss: 0.0310913 | val_loss: 0.0312178 | Time: 1706.64 ms
[2021-05-12 00:19:46 main:574] : INFO : Epoch 1723 | loss: 0.0310972 | val_loss: 0.0312199 | Time: 1729.17 ms
[2021-05-12 00:19:48 main:574] : INFO : Epoch 1724 | loss: 0.0310941 | val_loss: 0.0312322 | Time: 1694.65 ms
[2021-05-12 00:19:50 main:574] : INFO : Epoch 1725 | loss: 0.031103 | val_loss: 0.0312104 | Time: 1734.98 ms
[2021-05-12 00:19:51 main:574] : INFO : Epoch 1726 | loss: 0.0311019 | val_loss: 0.0312058 | Time: 1673.72 ms
[2021-05-12 00:19:53 main:574] : INFO : Epoch 1727 | loss: 0.0311002 | val_loss: 0.0312153 | Time: 1700.4 ms
[2021-05-12 00:19:55 main:574] : INFO : Epoch 1728 | loss: 0.0310942 | val_loss: 0.0312193 | Time: 1706.13 ms
[2021-05-12 00:19:56 main:574] : INFO : Epoch 1729 | loss: 0.0310892 | val_loss: 0.0312182 | Time: 1710.82 ms
[2021-05-12 00:19:58 main:574] : INFO : Epoch 1730 | loss: 0.0310964 | val_loss: 0.031196 | Time: 1714.4 ms
[2021-05-12 00:20:00 main:574] : INFO : Epoch 1731 | loss: 0.0310982 | val_loss: 0.0312153 | Time: 1693.89 ms
[2021-05-12 00:20:02 main:574] : INFO : Epoch 1732 | loss: 0.0310921 | val_loss: 0.0312124 | Time: 1669.16 ms
[2021-05-12 00:20:03 main:574] : INFO : Epoch 1733 | loss: 0.03109 | val_loss: 0.0312085 | Time: 1709.15 ms
[2021-05-12 00:20:05 main:574] : INFO : Epoch 1734 | loss: 0.031091 | val_loss: 0.0312104 | Time: 1694.64 ms
[2021-05-12 00:20:07 main:574] : INFO : Epoch 1735 | loss: 0.031099 | val_loss: 0.0312125 | Time: 1707.21 ms
[2021-05-12 00:20:09 main:574] : INFO : Epoch 1736 | loss: 0.0310995 | val_loss: 0.0312065 | Time: 1722.42 ms
[2021-05-12 00:20:10 main:574] : INFO : Epoch 1737 | loss: 0.0310969 | val_loss: 0.0312094 | Time: 1678.71 ms
[2021-05-12 00:20:12 main:574] : INFO : Epoch 1738 | loss: 0.0310977 | val_loss: 0.0312026 | Time: 1692.2 ms
[2021-05-12 00:20:14 main:574] : INFO : Epoch 1739 | loss: 0.0310922 | val_loss: 0.0312213 | Time: 1713.07 ms
[2021-05-12 00:20:16 main:574] : INFO : Epoch 1740 | loss: 0.0311058 | val_loss: 0.0311933 | Time: 1708.22 ms
[2021-05-12 00:20:17 main:574] : INFO : Epoch 1741 | loss: 0.031098 | val_loss: 0.0312218 | Time: 1700.06 ms
[2021-05-12 00:20:19 main:574] : INFO : Epoch 1742 | loss: 0.0310903 | val_loss: 0.0312142 | Time: 1719.23 ms
[2021-05-12 00:20:21 main:574] : INFO : Epoch 1743 | loss: 0.031092 | val_loss: 0.0312149 | Time: 1678.83 ms
[2021-05-12 00:20:23 main:574] : INFO : Epoch 1744 | loss: 0.0310908 | val_loss: 0.0312206 | Time: 1713.5 ms
[2021-05-12 00:20:24 main:574] : INFO : Epoch 1745 | loss: 0.031089 | val_loss: 0.0312112 | Time: 1717.41 ms
[2021-05-12 00:20:26 main:574] : INFO : Epoch 1746 | loss: 0.0310913 | val_loss: 0.0312155 | Time: 1711.71 ms
[2021-05-12 00:20:28 main:574] : INFO : Epoch 1747 | loss: 0.0310927 | val_loss: 0.0311998 | Time: 1685.61 ms
[2021-05-12 00:20:30 main:574] : INFO : Epoch 1748 | loss: 0.0310912 | val_loss: 0.0312009 | Time: 1710.51 ms
[2021-05-12 00:20:31 main:574] : INFO : Epoch 1749 | loss: 0.0310872 | val_loss: 0.0312188 | Time: 1666.13 ms
[2021-05-12 00:20:33 main:574] : INFO : Epoch 1750 | loss: 0.0310831 | val_loss: 0.0312174 | Time: 1697.62 ms
[2021-05-12 00:20:35 main:574] : INFO : Epoch 1751 | loss: 0.0310825 | val_loss: 0.0312211 | Time: 1706.25 ms
[2021-05-12 00:20:36 main:574] : INFO : Epoch 1752 | loss: 0.031092 | val_loss: 0.0312188 | Time: 1728.83 ms
[2021-05-12 00:20:38 main:574] : INFO : Epoch 1753 | loss: 0.0311365 | val_loss: 0.0311826 | Time: 1732.44 ms
[2021-05-12 00:20:40 main:574] : INFO : Epoch 1754 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 1686.25 ms
[2021-05-12 00:20:42 main:574] : INFO : Epoch 1755 | loss: 0.0315615 | val_loss: 0.0361412 | Time: 1678.74 ms
[2021-05-12 00:20:43 main:574] : INFO : Epoch 1756 | loss: 0.036414 | val_loss: 0.0320591 | Time: 1696.65 ms
[2021-05-12 00:20:45 main:574] : INFO : Epoch 1757 | loss: 0.0323527 | val_loss: 0.0315856 | Time: 1698.19 ms
[2021-05-12 00:20:47 main:574] : INFO : Epoch 1758 | loss: 0.031743 | val_loss: 0.031371 | Time: 1712.29 ms
[2021-05-12 00:20:49 main:574] : INFO : Epoch 1759 | loss: 0.0313028 | val_loss: 0.0312619 | Time: 1705.76 ms
[2021-05-12 00:20:50 main:574] : INFO : Epoch 1760 | loss: 0.0312576 | val_loss: 0.0312143 | Time: 1694.52 ms
[2021-05-12 00:20:52 main:574] : INFO : Epoch 1761 | loss: 0.0312045 | val_loss: 0.0311911 | Time: 1707.83 ms
[2021-05-12 00:20:54 main:574] : INFO : Epoch 1762 | loss: 0.031191 | val_loss: 0.0311812 | Time: 1710.4 ms
[2021-05-12 00:20:56 main:574] : INFO : Epoch 1763 | loss: 0.03119 | val_loss: 0.0311803 | Time: 1702.71 ms
[2021-05-12 00:20:57 main:574] : INFO : Epoch 1764 | loss: 0.0311832 | val_loss: 0.0311751 | Time: 1710.02 ms
[2021-05-12 00:20:59 main:574] : INFO : Epoch 1765 | loss: 0.0311784 | val_loss: 0.0311743 | Time: 1670.56 ms
[2021-05-12 00:21:01 main:574] : INFO : Epoch 1766 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 1656.86 ms
[2021-05-12 00:21:02 main:574] : INFO : Epoch 1767 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 1727.85 ms
[2021-05-12 00:21:04 main:574] : INFO : Epoch 1768 | loss: 0.0311723 | val_loss: 0.0311708 | Time: 1692.01 ms
[2021-05-12 00:21:06 main:574] : INFO : Epoch 1769 | loss: 0.0311727 | val_loss: 0.0311697 | Time: 1692.49 ms
[2021-05-12 00:21:08 main:574] : INFO : Epoch 1770 | loss: 0.0311695 | val_loss: 0.0311713 | Time: 1714.36 ms
[2021-05-12 00:21:09 main:574] : INFO : Epoch 1771 | loss: 0.0311685 | val_loss: 0.0311709 | Time: 1715.95 ms
[2021-05-12 00:21:11 main:574] : INFO : Epoch 1772 | loss: 0.0311685 | val_loss: 0.0311712 | Time: 1671.85 ms
[2021-05-12 00:21:13 main:574] : INFO : Epoch 1773 | loss: 0.0311673 | val_loss: 0.031169 | Time: 1723.5 ms
[2021-05-12 00:21:15 main:574] : INFO : Epoch 1774 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 1701.43 ms
[2021-05-12 00:21:16 main:574] : INFO : Epoch 1775 | loss: 0.0311686 | val_loss: 0.03117 | Time: 1723.1 ms
[2021-05-12 00:21:18 main:574] : INFO : Epoch 1776 | loss: 0.0311653 | val_loss: 0.0311679 | Time: 1710.06 ms
[2021-05-12 00:21:20 main:574] : INFO : Epoch 1777 | loss: 0.0311677 | val_loss: 0.0311695 | Time: 1716.7 ms
[2021-05-12 00:21:22 main:574] : INFO : Epoch 1778 | loss: 0.0311662 | val_loss: 0.0311685 | Time: 1699.99 ms
[2021-05-12 00:21:23 main:574] : INFO : Epoch 1779 | loss: 0.0311636 | val_loss: 0.0311685 | Time: 1708.78 ms
[2021-05-12 00:21:25 main:574] : INFO : Epoch 1780 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 1718.78 ms
[2021-05-12 00:21:27 main:574] : INFO : Epoch 1781 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 1706.84 ms
[2021-05-12 00:21:29 main:574] : INFO : Epoch 1782 | loss: 0.0311657 | val_loss: 0.0311693 | Time: 1711.44 ms
[2021-05-12 00:21:30 main:574] : INFO : Epoch 1783 | loss: 0.0311631 | val_loss: 0.0311664 | Time: 1678.67 ms
[2021-05-12 00:21:32 main:574] : INFO : Epoch 1784 | loss: 0.0311635 | val_loss: 0.031166 | Time: 1675.63 ms
[2021-05-12 00:21:34 main:574] : INFO : Epoch 1785 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 1704.21 ms
[2021-05-12 00:21:35 main:574] : INFO : Epoch 1786 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 1709.35 ms
[2021-05-12 00:21:37 main:574] : INFO : Epoch 1787 | loss: 0.0311712 | val_loss: 0.0311689 | Time: 1703.94 ms
[2021-05-12 00:21:39 main:574] : INFO : Epoch 1788 | loss: 0.0311711 | val_loss: 0.0311783 | Time: 1712.96 ms
[2021-05-12 00:21:41 main:574] : INFO : Epoch 1789 | loss: 0.0311668 | val_loss: 0.0311673 | Time: 1654.29 ms
[2021-05-12 00:21:42 main:574] : INFO : Epoch 1790 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 1692.61 ms
[2021-05-12 00:21:44 main:574] : INFO : Epoch 1791 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 1733.21 ms
[2021-05-12 00:21:46 main:574] : INFO : Epoch 1792 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 1703.73 ms
[2021-05-12 00:21:48 main:574] : INFO : Epoch 1793 | loss: 0.0311654 | val_loss: 0.0311658 | Time: 1709.33 ms
[2021-05-12 00:21:49 main:574] : INFO : Epoch 1794 | loss: 0.0311632 | val_loss: 0.0311654 | Time: 1693.23 ms
[2021-05-12 00:21:51 main:574] : INFO : Epoch 1795 | loss: 0.0311634 | val_loss: 0.0311681 | Time: 1654.8 ms
[2021-05-12 00:21:53 main:574] : INFO : Epoch 1796 | loss: 0.0311626 | val_loss: 0.0311686 | Time: 1694.87 ms
[2021-05-12 00:21:55 main:574] : INFO : Epoch 1797 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 1702.38 ms
[2021-05-12 00:21:57 main:574] : INFO : Epoch 1798 | loss: 0.0311624 | val_loss: 0.0311649 | Time: 1682.14 ms
[2021-05-12 00:21:59 main:574] : INFO : Epoch 1799 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 1705.01 ms
[2021-05-12 00:22:00 main:574] : INFO : Epoch 1800 | loss: 0.0311618 | val_loss: 0.0311661 | Time: 1692.6 ms
[2021-05-12 00:22:02 main:574] : INFO : Epoch 1801 | loss: 0.0311597 | val_loss: 0.0311661 | Time: 1684.09 ms
[2021-05-12 00:22:04 main:574] : INFO : Epoch 1802 | loss: 0.0311569 | val_loss: 0.0311645 | Time: 1700.83 ms
[2021-05-12 00:22:06 main:574] : INFO : Epoch 1803 | loss: 0.0311563 | val_loss: 0.0311637 | Time: 1702.97 ms
[2021-05-12 00:22:07 main:574] : INFO : Epoch 1804 | loss: 0.0311561 | val_loss: 0.0311647 | Time: 1695.97 ms
[2021-05-12 00:22:09 main:574] : INFO : Epoch 1805 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 1701.64 ms
[2021-05-12 00:22:11 main:574] : INFO : Epoch 1806 | loss: 0.031164 | val_loss: 0.0311664 | Time: 1678.59 ms
[2021-05-12 00:22:12 main:574] : INFO : Epoch 1807 | loss: 0.0311612 | val_loss: 0.031166 | Time: 1702.76 ms
[2021-05-12 00:22:14 main:574] : INFO : Epoch 1808 | loss: 0.0311581 | val_loss: 0.0311645 | Time: 1732.23 ms
[2021-05-12 00:22:16 main:574] : INFO : Epoch 1809 | loss: 0.0311571 | val_loss: 0.0311651 | Time: 1703.97 ms
[2021-05-12 00:22:18 main:574] : INFO : Epoch 1810 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 1700.28 ms
[2021-05-12 00:22:19 main:574] : INFO : Epoch 1811 | loss: 0.0311566 | val_loss: 0.0311657 | Time: 1698.52 ms
[2021-05-12 00:22:21 main:574] : INFO : Epoch 1812 | loss: 0.0311561 | val_loss: 0.0311669 | Time: 1682.33 ms
[2021-05-12 00:22:23 main:574] : INFO : Epoch 1813 | loss: 0.0311566 | val_loss: 0.0311661 | Time: 1700.64 ms
[2021-05-12 00:22:25 main:574] : INFO : Epoch 1814 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 1706.21 ms
[2021-05-12 00:22:26 main:574] : INFO : Epoch 1815 | loss: 0.0311529 | val_loss: 0.0311687 | Time: 1713.8 ms
[2021-05-12 00:22:28 main:574] : INFO : Epoch 1816 | loss: 0.0311522 | val_loss: 0.0311652 | Time: 1694.87 ms
[2021-05-12 00:22:30 main:574] : INFO : Epoch 1817 | loss: 0.0311535 | val_loss: 0.0311633 | Time: 1713.4 ms
[2021-05-12 00:22:32 main:574] : INFO : Epoch 1818 | loss: 0.0311526 | val_loss: 0.0311624 | Time: 1704.48 ms
[2021-05-12 00:22:33 main:574] : INFO : Epoch 1819 | loss: 0.0311501 | val_loss: 0.0311646 | Time: 1690.34 ms
[2021-05-12 00:22:35 main:574] : INFO : Epoch 1820 | loss: 0.0311496 | val_loss: 0.0311675 | Time: 1685.38 ms
[2021-05-12 00:22:37 main:574] : INFO : Epoch 1821 | loss: 0.0311484 | val_loss: 0.0311632 | Time: 1717.85 ms
[2021-05-12 00:22:39 main:574] : INFO : Epoch 1822 | loss: 0.0311468 | val_loss: 0.0311652 | Time: 1696.96 ms
[2021-05-12 00:22:40 main:574] : INFO : Epoch 1823 | loss: 0.0311467 | val_loss: 0.0311673 | Time: 1689.5 ms
[2021-05-12 00:22:42 main:574] : INFO : Epoch 1824 | loss: 0.0311478 | val_loss: 0.0311672 | Time: 1667.91 ms
[2021-05-12 00:22:44 main:574] : INFO : Epoch 1825 | loss: 0.0311461 | val_loss: 0.0311681 | Time: 1700.35 ms
[2021-05-12 00:22:45 main:574] : INFO : Epoch 1826 | loss: 0.0311446 | val_loss: 0.031166 | Time: 1689.21 ms
[2021-05-12 00:22:47 main:574] : INFO : Epoch 1827 | loss: 0.0311432 | val_loss: 0.0311656 | Time: 1705.16 ms
[2021-05-12 00:22:49 main:574] : INFO : Epoch 1828 | loss: 0.0311425 | val_loss: 0.0311718 | Time: 1692.79 ms
[2021-05-12 00:22:51 main:574] : INFO : Epoch 1829 | loss: 0.0311432 | val_loss: 0.0311676 | Time: 1675.83 ms
[2021-05-12 00:22:52 main:574] : INFO : Epoch 1830 | loss: 0.0311435 | val_loss: 0.0311687 | Time: 1679.26 ms
[2021-05-12 00:22:54 main:574] : INFO : Epoch 1831 | loss: 0.0311419 | val_loss: 0.0311651 | Time: 1713.98 ms
[2021-05-12 00:22:56 main:574] : INFO : Epoch 1832 | loss: 0.0311414 | val_loss: 0.0311671 | Time: 1711.97 ms
[2021-05-12 00:22:58 main:574] : INFO : Epoch 1833 | loss: 0.0311407 | val_loss: 0.0311672 | Time: 1694.82 ms
[2021-05-12 00:22:59 main:574] : INFO : Epoch 1834 | loss: 0.0311411 | val_loss: 0.0311673 | Time: 1686.83 ms
[2021-05-12 00:23:01 main:574] : INFO : Epoch 1835 | loss: 0.0311412 | val_loss: 0.0311657 | Time: 1663.98 ms
[2021-05-12 00:23:03 main:574] : INFO : Epoch 1836 | loss: 0.031142 | val_loss: 0.0311664 | Time: 1714.26 ms
[2021-05-12 00:23:04 main:574] : INFO : Epoch 1837 | loss: 0.0311411 | val_loss: 0.0311657 | Time: 1692.68 ms
[2021-05-12 00:23:06 main:574] : INFO : Epoch 1838 | loss: 0.0311393 | val_loss: 0.0311649 | Time: 1709.26 ms
[2021-05-12 00:23:08 main:574] : INFO : Epoch 1839 | loss: 0.031138 | val_loss: 0.0311675 | Time: 1700.18 ms
[2021-05-12 00:23:10 main:574] : INFO : Epoch 1840 | loss: 0.0311382 | val_loss: 0.0311656 | Time: 1686.66 ms
[2021-05-12 00:23:11 main:574] : INFO : Epoch 1841 | loss: 0.0311378 | val_loss: 0.0311658 | Time: 1659.79 ms
[2021-05-12 00:23:13 main:574] : INFO : Epoch 1842 | loss: 0.0311392 | val_loss: 0.031166 | Time: 1689.58 ms
[2021-05-12 00:23:15 main:574] : INFO : Epoch 1843 | loss: 0.0311419 | val_loss: 0.0311714 | Time: 1696.91 ms
[2021-05-12 00:23:17 main:574] : INFO : Epoch 1844 | loss: 0.0311406 | val_loss: 0.0311673 | Time: 1706.2 ms
[2021-05-12 00:23:18 main:574] : INFO : Epoch 1845 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 1710.31 ms
[2021-05-12 00:23:20 main:574] : INFO : Epoch 1846 | loss: 0.0311425 | val_loss: 0.0311649 | Time: 1708.26 ms
[2021-05-12 00:23:22 main:574] : INFO : Epoch 1847 | loss: 0.0311412 | val_loss: 0.0311729 | Time: 1664.7 ms
[2021-05-12 00:23:24 main:574] : INFO : Epoch 1848 | loss: 0.0311419 | val_loss: 0.0311685 | Time: 1716.7 ms
[2021-05-12 00:23:25 main:574] : INFO : Epoch 1849 | loss: 0.0311424 | val_loss: 0.031169 | Time: 1699.54 ms
[2021-05-12 00:23:27 main:574] : INFO : Epoch 1850 | loss: 0.0311408 | val_loss: 0.0311642 | Time: 1694.55 ms
[2021-05-12 00:23:29 main:574] : INFO : Epoch 1851 | loss: 0.0311433 | val_loss: 0.0311655 | Time: 1716.62 ms
[2021-05-12 00:23:30 main:574] : INFO : Epoch 1852 | loss: 0.0311449 | val_loss: 0.0311707 | Time: 1683.91 ms
[2021-05-12 00:23:32 main:574] : INFO : Epoch 1853 | loss: 0.0311472 | val_loss: 0.0311661 | Time: 1696.16 ms
[2021-05-12 00:23:34 main:574] : INFO : Epoch 1854 | loss: 0.0311446 | val_loss: 0.0311653 | Time: 1714.51 ms
[2021-05-12 00:23:36 main:574] : INFO : Epoch 1855 | loss: 0.0311408 | val_loss: 0.0311667 | Time: 1718.88 ms
[2021-05-12 00:23:37 main:574] : INFO : Epoch 1856 | loss: 0.031139 | val_loss: 0.0311642 | Time: 1716.15 ms
[2021-05-12 00:23:39 main:574] : INFO : Epoch 1857 | loss: 0.0311386 | val_loss: 0.0311669 | Time: 1720.95 ms
[2021-05-12 00:23:41 main:574] : INFO : Epoch 1858 | loss: 0.0311383 | val_loss: 0.0311681 | Time: 1674.62 ms
[2021-05-12 00:23:43 main:574] : INFO : Epoch 1859 | loss: 0.0311387 | val_loss: 0.0311651 | Time: 1682.67 ms
[2021-05-12 00:23:44 main:574] : INFO : Epoch 1860 | loss: 0.0311429 | val_loss: 0.0311626 | Time: 1691.51 ms
[2021-05-12 00:23:46 main:574] : INFO : Epoch 1861 | loss: 0.0311392 | val_loss: 0.0311663 | Time: 1681.1 ms
[2021-05-12 00:23:48 main:574] : INFO : Epoch 1862 | loss: 0.0311379 | val_loss: 0.0311646 | Time: 1702.17 ms
[2021-05-12 00:23:50 main:574] : INFO : Epoch 1863 | loss: 0.0311373 | val_loss: 0.0311624 | Time: 1698.48 ms
[2021-05-12 00:23:51 main:574] : INFO : Epoch 1864 | loss: 0.0311361 | val_loss: 0.0311683 | Time: 1663.9 ms
[2021-05-12 00:23:53 main:574] : INFO : Epoch 1865 | loss: 0.0311368 | val_loss: 0.0311659 | Time: 1694.98 ms
[2021-05-12 00:23:55 main:574] : INFO : Epoch 1866 | loss: 0.0311346 | val_loss: 0.0311685 | Time: 1707.91 ms
[2021-05-12 00:23:56 main:574] : INFO : Epoch 1867 | loss: 0.0311327 | val_loss: 0.0311662 | Time: 1712.11 ms
[2021-05-12 00:23:58 main:574] : INFO : Epoch 1868 | loss: 0.0311352 | val_loss: 0.0311701 | Time: 1735.67 ms
[2021-05-12 00:24:00 main:574] : INFO : Epoch 1869 | loss: 0.031137 | val_loss: 0.0311678 | Time: 1699.72 ms
[2021-05-12 00:24:02 main:574] : INFO : Epoch 1870 | loss: 0.0311354 | val_loss: 0.0311689 | Time: 1675.66 ms
[2021-05-12 00:24:03 main:574] : INFO : Epoch 1871 | loss: 0.031135 | val_loss: 0.0311701 | Time: 1706.99 ms
[2021-05-12 00:24:05 main:574] : INFO : Epoch 1872 | loss: 0.0311363 | val_loss: 0.0311701 | Time: 1709.83 ms
[2021-05-12 00:24:07 main:574] : INFO : Epoch 1873 | loss: 0.0311451 | val_loss: 0.0311654 | Time: 1699.92 ms
[2021-05-12 00:24:09 main:574] : INFO : Epoch 1874 | loss: 0.0311443 | val_loss: 0.0311635 | Time: 1727 ms
[2021-05-12 00:24:10 main:574] : INFO : Epoch 1875 | loss: 0.0311407 | val_loss: 0.0311653 | Time: 1696.71 ms
[2021-05-12 00:24:12 main:574] : INFO : Epoch 1876 | loss: 0.0311413 | val_loss: 0.0311626 | Time: 1681.18 ms
[2021-05-12 00:24:14 main:574] : INFO : Epoch 1877 | loss: 0.0311391 | val_loss: 0.0311668 | Time: 1708.95 ms
[2021-05-12 00:24:16 main:574] : INFO : Epoch 1878 | loss: 0.031138 | val_loss: 0.0311674 | Time: 1723.64 ms
[2021-05-12 00:24:17 main:574] : INFO : Epoch 1879 | loss: 0.0311359 | val_loss: 0.0311667 | Time: 1708.36 ms
[2021-05-12 00:24:19 main:574] : INFO : Epoch 1880 | loss: 0.031135 | val_loss: 0.0311611 | Time: 1715.89 ms
[2021-05-12 00:24:21 main:574] : INFO : Epoch 1881 | loss: 0.0311347 | val_loss: 0.0311635 | Time: 1680.86 ms
[2021-05-12 00:24:22 main:574] : INFO : Epoch 1882 | loss: 0.0311338 | val_loss: 0.0311668 | Time: 1683 ms
[2021-05-12 00:24:24 main:574] : INFO : Epoch 1883 | loss: 0.0311333 | val_loss: 0.0311631 | Time: 1676.57 ms
[2021-05-12 00:24:26 main:574] : INFO : Epoch 1884 | loss: 0.031139 | val_loss: 0.0311667 | Time: 1693.4 ms
[2021-05-12 00:24:28 main:574] : INFO : Epoch 1885 | loss: 0.0311393 | val_loss: 0.0311653 | Time: 1710.67 ms
[2021-05-12 00:24:29 main:574] : INFO : Epoch 1886 | loss: 0.0311364 | val_loss: 0.0311693 | Time: 1696.77 ms
[2021-05-12 00:24:31 main:574] : INFO : Epoch 1887 | loss: 0.0311356 | val_loss: 0.0311686 | Time: 1659.79 ms
[2021-05-12 00:24:33 main:574] : INFO : Epoch 1888 | loss: 0.0311332 | val_loss: 0.0311645 | Time: 1694.56 ms
[2021-05-12 00:24:35 main:574] : INFO : Epoch 1889 | loss: 0.0311294 | val_loss: 0.0311713 | Time: 1690.39 ms
[2021-05-12 00:24:36 main:574] : INFO : Epoch 1890 | loss: 0.0311307 | val_loss: 0.0311665 | Time: 1735.15 ms
[2021-05-12 00:24:38 main:574] : INFO : Epoch 1891 | loss: 0.0311311 | val_loss: 0.0311657 | Time: 1711.32 ms
[2021-05-12 00:24:40 main:574] : INFO : Epoch 1892 | loss: 0.0311293 | val_loss: 0.031164 | Time: 1709.79 ms
[2021-05-12 00:24:42 main:574] : INFO : Epoch 1893 | loss: 0.0311279 | val_loss: 0.031166 | Time: 1662.1 ms
[2021-05-12 00:24:43 main:574] : INFO : Epoch 1894 | loss: 0.0311283 | val_loss: 0.0311669 | Time: 1694.09 ms
[2021-05-12 00:24:45 main:574] : INFO : Epoch 1895 | loss: 0.0311289 | val_loss: 0.0311664 | Time: 1683.05 ms
[2021-05-12 00:24:47 main:574] : INFO : Epoch 1896 | loss: 0.0311301 | val_loss: 0.0311649 | Time: 1708.44 ms
[2021-05-12 00:24:48 main:574] : INFO : Epoch 1897 | loss: 0.0311284 | val_loss: 0.0311692 | Time: 1706.5 ms
[2021-05-12 00:24:50 main:574] : INFO : Epoch 1898 | loss: 0.0311259 | val_loss: 0.0311693 | Time: 1694.12 ms
[2021-05-12 00:24:52 main:574] : INFO : Epoch 1899 | loss: 0.0311264 | val_loss: 0.0311681 | Time: 1678.83 ms
[2021-05-12 00:24:54 main:574] : INFO : Epoch 1900 | loss: 0.0311439 | val_loss: 0.0311678 | Time: 1689.3 ms
[2021-05-12 00:24:55 main:574] : INFO : Epoch 1901 | loss: 0.0311481 | val_loss: 0.0311724 | Time: 1709.6 ms
[2021-05-12 00:24:57 main:574] : INFO : Epoch 1902 | loss: 0.0311437 | val_loss: 0.0311697 | Time: 1706.59 ms
[2021-05-12 00:24:59 main:574] : INFO : Epoch 1903 | loss: 0.0311425 | val_loss: 0.031167 | Time: 1704 ms
[2021-05-12 00:25:01 main:574] : INFO : Epoch 1904 | loss: 0.0311464 | val_loss: 0.0311699 | Time: 1683.24 ms
[2021-05-12 00:25:02 main:574] : INFO : Epoch 1905 | loss: 0.0311463 | val_loss: 0.0311699 | Time: 1691.18 ms
[2021-05-12 00:25:04 main:574] : INFO : Epoch 1906 | loss: 0.0311408 | val_loss: 0.0311729 | Time: 1696.93 ms
[2021-05-12 00:25:06 main:574] : INFO : Epoch 1907 | loss: 0.0311403 | val_loss: 0.0311771 | Time: 1712.12 ms
[2021-05-12 00:25:07 main:574] : INFO : Epoch 1908 | loss: 0.0311416 | val_loss: 0.0311646 | Time: 1690.14 ms
[2021-05-12 00:25:09 main:574] : INFO : Epoch 1909 | loss: 0.0311436 | val_loss: 0.0311654 | Time: 1716.73 ms
[2021-05-12 00:25:11 main:574] : INFO : Epoch 1910 | loss: 0.0311402 | val_loss: 0.0311656 | Time: 1676.48 ms
[2021-05-12 00:25:13 main:574] : INFO : Epoch 1911 | loss: 0.0311366 | val_loss: 0.0311688 | Time: 1695.71 ms
[2021-05-12 00:25:14 main:574] : INFO : Epoch 1912 | loss: 0.0311346 | val_loss: 0.0311677 | Time: 1694.47 ms
[2021-05-12 00:25:16 main:574] : INFO : Epoch 1913 | loss: 0.0311335 | val_loss: 0.0311722 | Time: 1694.22 ms
[2021-05-12 00:25:18 main:574] : INFO : Epoch 1914 | loss: 0.0311347 | val_loss: 0.0311712 | Time: 1713.07 ms
[2021-05-12 00:25:20 main:574] : INFO : Epoch 1915 | loss: 0.0311316 | val_loss: 0.0311689 | Time: 1717.61 ms
[2021-05-12 00:25:21 main:574] : INFO : Epoch 1916 | loss: 0.0311284 | val_loss: 0.0311693 | Time: 1660.85 ms
[2021-05-12 00:25:23 main:574] : INFO : Epoch 1917 | loss: 0.031129 | val_loss: 0.0311678 | Time: 1709.52 ms
[2021-05-12 00:25:25 main:574] : INFO : Epoch 1918 | loss: 0.0311318 | val_loss: 0.0311727 | Time: 1696.52 ms
[2021-05-12 00:25:27 main:574] : INFO : Epoch 1919 | loss: 0.0311303 | val_loss: 0.0311718 | Time: 1728.97 ms
[2021-05-12 00:25:28 main:574] : INFO : Epoch 1920 | loss: 0.0311265 | val_loss: 0.0311751 | Time: 1689.4 ms
[2021-05-12 00:25:30 main:574] : INFO : Epoch 1921 | loss: 0.0311285 | val_loss: 0.0311712 | Time: 1741.59 ms
[2021-05-12 00:25:32 main:574] : INFO : Epoch 1922 | loss: 0.0311294 | val_loss: 0.031167 | Time: 1675.78 ms
[2021-05-12 00:25:33 main:574] : INFO : Epoch 1923 | loss: 0.0311307 | val_loss: 0.0311682 | Time: 1691.27 ms
[2021-05-12 00:25:35 main:574] : INFO : Epoch 1924 | loss: 0.0311284 | val_loss: 0.0311664 | Time: 1704.63 ms
[2021-05-12 00:25:37 main:574] : INFO : Epoch 1925 | loss: 0.0311295 | val_loss: 0.0311758 | Time: 1716.89 ms
[2021-05-12 00:25:39 main:574] : INFO : Epoch 1926 | loss: 0.0311296 | val_loss: 0.0311733 | Time: 1699.54 ms
[2021-05-12 00:25:40 main:574] : INFO : Epoch 1927 | loss: 0.0311271 | val_loss: 0.0311732 | Time: 1679.18 ms
[2021-05-12 00:25:42 main:574] : INFO : Epoch 1928 | loss: 0.031127 | val_loss: 0.03117 | Time: 1672.01 ms
[2021-05-12 00:25:44 main:574] : INFO : Epoch 1929 | loss: 0.0311257 | val_loss: 0.0311717 | Time: 1686.89 ms
[2021-05-12 00:25:46 main:574] : INFO : Epoch 1930 | loss: 0.0311261 | val_loss: 0.0311703 | Time: 1704.96 ms
[2021-05-12 00:25:47 main:574] : INFO : Epoch 1931 | loss: 0.0311306 | val_loss: 0.0311748 | Time: 1722.7 ms
[2021-05-12 00:25:49 main:574] : INFO : Epoch 1932 | loss: 0.0311306 | val_loss: 0.0311734 | Time: 1716.17 ms
[2021-05-12 00:25:51 main:574] : INFO : Epoch 1933 | loss: 0.0311294 | val_loss: 0.0311663 | Time: 1670.03 ms
[2021-05-12 00:25:52 main:574] : INFO : Epoch 1934 | loss: 0.031129 | val_loss: 0.0311747 | Time: 1701.71 ms
[2021-05-12 00:25:54 main:574] : INFO : Epoch 1935 | loss: 0.0311293 | val_loss: 0.0311727 | Time: 1688.63 ms
[2021-05-12 00:25:56 main:574] : INFO : Epoch 1936 | loss: 0.031129 | val_loss: 0.0311765 | Time: 1701.2 ms
[2021-05-12 00:25:58 main:574] : INFO : Epoch 1937 | loss: 0.0311266 | val_loss: 0.0311696 | Time: 1688.67 ms
[2021-05-12 00:25:59 main:574] : INFO : Epoch 1938 | loss: 0.0311262 | val_loss: 0.0311727 | Time: 1683.97 ms
[2021-05-12 00:26:01 main:574] : INFO : Epoch 1939 | loss: 0.0311233 | val_loss: 0.0311676 | Time: 1674.86 ms
[2021-05-12 00:26:03 main:574] : INFO : Epoch 1940 | loss: 0.031125 | val_loss: 0.0311727 | Time: 1707.95 ms
[2021-05-12 00:26:05 main:574] : INFO : Epoch 1941 | loss: 0.0311239 | val_loss: 0.0311765 | Time: 1706.93 ms
[2021-05-12 00:26:06 main:574] : INFO : Epoch 1942 | loss: 0.0311244 | val_loss: 0.0311721 | Time: 1696.23 ms
[2021-05-12 00:26:08 main:574] : INFO : Epoch 1943 | loss: 0.031123 | val_loss: 0.0311835 | Time: 1721.57 ms
[2021-05-12 00:26:10 main:574] : INFO : Epoch 1944 | loss: 0.0311219 | val_loss: 0.0311729 | Time: 1700.17 ms
[2021-05-12 00:26:12 main:574] : INFO : Epoch 1945 | loss: 0.0311211 | val_loss: 0.031172 | Time: 1687.56 ms
[2021-05-12 00:26:13 main:574] : INFO : Epoch 1946 | loss: 0.0311254 | val_loss: 0.0311709 | Time: 1695.39 ms
[2021-05-12 00:26:15 main:574] : INFO : Epoch 1947 | loss: 0.0311273 | val_loss: 0.0311704 | Time: 1708.33 ms
[2021-05-12 00:26:17 main:574] : INFO : Epoch 1948 | loss: 0.0311252 | val_loss: 0.0311744 | Time: 1700.42 ms
[2021-05-12 00:26:18 main:574] : INFO : Epoch 1949 | loss: 0.031123 | val_loss: 0.0311815 | Time: 1700.23 ms
[2021-05-12 00:26:20 main:574] : INFO : Epoch 1950 | loss: 0.0311231 | val_loss: 0.031186 | Time: 1706.76 ms
[2021-05-12 00:26:22 main:574] : INFO : Epoch 1951 | loss: 0.0311217 | val_loss: 0.0311731 | Time: 1677.34 ms
[2021-05-12 00:26:24 main:574] : INFO : Epoch 1952 | loss: 0.0311225 | val_loss: 0.0311808 | Time: 1717.94 ms
[2021-05-12 00:26:25 main:574] : INFO : Epoch 1953 | loss: 0.0311228 | val_loss: 0.0311743 | Time: 1717.27 ms
[2021-05-12 00:26:27 main:574] : INFO : Epoch 1954 | loss: 0.0311212 | val_loss: 0.0311804 | Time: 1698.34 ms
[2021-05-12 00:26:29 main:574] : INFO : Epoch 1955 | loss: 0.0311192 | val_loss: 0.0311802 | Time: 1700.33 ms
[2021-05-12 00:26:31 main:574] : INFO : Epoch 1956 | loss: 0.0311188 | val_loss: 0.0311848 | Time: 1663.85 ms
[2021-05-12 00:26:32 main:574] : INFO : Epoch 1957 | loss: 0.0311217 | val_loss: 0.0311793 | Time: 1690.94 ms
[2021-05-12 00:26:34 main:574] : INFO : Epoch 1958 | loss: 0.0311214 | val_loss: 0.0311852 | Time: 1714.17 ms
[2021-05-12 00:26:36 main:574] : INFO : Epoch 1959 | loss: 0.0311207 | val_loss: 0.0311785 | Time: 1699.21 ms
[2021-05-12 00:26:38 main:574] : INFO : Epoch 1960 | loss: 0.0311204 | val_loss: 0.0311772 | Time: 1730.28 ms
[2021-05-12 00:26:39 main:574] : INFO : Epoch 1961 | loss: 0.031119 | val_loss: 0.0311837 | Time: 1695.28 ms
[2021-05-12 00:26:41 main:574] : INFO : Epoch 1962 | loss: 0.0311185 | val_loss: 0.0311764 | Time: 1689.12 ms
[2021-05-12 00:26:43 main:574] : INFO : Epoch 1963 | loss: 0.0311179 | val_loss: 0.0311852 | Time: 1714.31 ms
[2021-05-12 00:26:44 main:574] : INFO : Epoch 1964 | loss: 0.0311309 | val_loss: 0.0311739 | Time: 1697.8 ms
[2021-05-12 00:26:46 main:574] : INFO : Epoch 1965 | loss: 0.0311295 | val_loss: 0.0311747 | Time: 1689.09 ms
[2021-05-12 00:26:48 main:574] : INFO : Epoch 1966 | loss: 0.0311242 | val_loss: 0.0311792 | Time: 1719.26 ms
[2021-05-12 00:26:50 main:574] : INFO : Epoch 1967 | loss: 0.0311241 | val_loss: 0.0311792 | Time: 1695.43 ms
[2021-05-12 00:26:51 main:574] : INFO : Epoch 1968 | loss: 0.0311253 | val_loss: 0.0311714 | Time: 1662.97 ms
[2021-05-12 00:26:53 main:574] : INFO : Epoch 1969 | loss: 0.0311231 | val_loss: 0.0311768 | Time: 1709.82 ms
[2021-05-12 00:26:55 main:574] : INFO : Epoch 1970 | loss: 0.031121 | val_loss: 0.031179 | Time: 1693.46 ms
[2021-05-12 00:26:57 main:574] : INFO : Epoch 1971 | loss: 0.0311234 | val_loss: 0.0311769 | Time: 1708.69 ms
[2021-05-12 00:26:58 main:574] : INFO : Epoch 1972 | loss: 0.031125 | val_loss: 0.0311823 | Time: 1714.09 ms
[2021-05-12 00:27:00 main:574] : INFO : Epoch 1973 | loss: 0.0311266 | val_loss: 0.0311768 | Time: 1721.27 ms
[2021-05-12 00:27:02 main:574] : INFO : Epoch 1974 | loss: 0.0311241 | val_loss: 0.0311842 | Time: 1673.74 ms
[2021-05-12 00:27:04 main:574] : INFO : Epoch 1975 | loss: 0.0311214 | val_loss: 0.0311798 | Time: 1716.84 ms
[2021-05-12 00:27:05 main:574] : INFO : Epoch 1976 | loss: 0.0311194 | val_loss: 0.0311793 | Time: 1688.28 ms
[2021-05-12 00:27:07 main:574] : INFO : Epoch 1977 | loss: 0.0311246 | val_loss: 0.0311853 | Time: 1709.4 ms
[2021-05-12 00:27:09 main:574] : INFO : Epoch 1978 | loss: 0.0311211 | val_loss: 0.0311797 | Time: 1714.16 ms
[2021-05-12 00:27:10 main:574] : INFO : Epoch 1979 | loss: 0.0311173 | val_loss: 0.0311754 | Time: 1681.72 ms
[2021-05-12 00:27:12 main:574] : INFO : Epoch 1980 | loss: 0.0311195 | val_loss: 0.03118 | Time: 1673.14 ms
[2021-05-12 00:27:14 main:574] : INFO : Epoch 1981 | loss: 0.0311201 | val_loss: 0.0311763 | Time: 1719 ms
[2021-05-12 00:27:16 main:574] : INFO : Epoch 1982 | loss: 0.0311242 | val_loss: 0.0311783 | Time: 1717.44 ms
[2021-05-12 00:27:18 main:574] : INFO : Epoch 1983 | loss: 0.031123 | val_loss: 0.0311797 | Time: 1707.74 ms
[2021-05-12 00:27:19 main:574] : INFO : Epoch 1984 | loss: 0.0311188 | val_loss: 0.0311837 | Time: 1742.52 ms
[2021-05-12 00:27:21 main:574] : INFO : Epoch 1985 | loss: 0.0311189 | val_loss: 0.0311807 | Time: 1658.3 ms
[2021-05-12 00:27:23 main:574] : INFO : Epoch 1986 | loss: 0.0311198 | val_loss: 0.0311896 | Time: 1682.76 ms
[2021-05-12 00:27:24 main:574] : INFO : Epoch 1987 | loss: 0.0311284 | val_loss: 0.0311746 | Time: 1715.65 ms
[2021-05-12 00:27:26 main:574] : INFO : Epoch 1988 | loss: 0.0311289 | val_loss: 0.0311704 | Time: 1696.72 ms
[2021-05-12 00:27:28 main:574] : INFO : Epoch 1989 | loss: 0.0311259 | val_loss: 0.0311756 | Time: 1688.24 ms
[2021-05-12 00:27:30 main:574] : INFO : Epoch 1990 | loss: 0.0311254 | val_loss: 0.0311749 | Time: 1709.67 ms
[2021-05-12 00:27:31 main:574] : INFO : Epoch 1991 | loss: 0.0311268 | val_loss: 0.0311723 | Time: 1653.62 ms
[2021-05-12 00:27:33 main:574] : INFO : Epoch 1992 | loss: 0.0311228 | val_loss: 0.0311797 | Time: 1685.95 ms
[2021-05-12 00:27:35 main:574] : INFO : Epoch 1993 | loss: 0.0311196 | val_loss: 0.0311823 | Time: 1703.1 ms
[2021-05-12 00:27:37 main:574] : INFO : Epoch 1994 | loss: 0.0311186 | val_loss: 0.0311874 | Time: 1706.63 ms
[2021-05-12 00:27:38 main:574] : INFO : Epoch 1995 | loss: 0.0311152 | val_loss: 0.0311865 | Time: 1687.99 ms
[2021-05-12 00:27:40 main:574] : INFO : Epoch 1996 | loss: 0.0311156 | val_loss: 0.031185 | Time: 1701.89 ms
[2021-05-12 00:27:42 main:574] : INFO : Epoch 1997 | loss: 0.0311144 | val_loss: 0.0311846 | Time: 1673.09 ms
[2021-05-12 00:27:43 main:574] : INFO : Epoch 1998 | loss: 0.0311167 | val_loss: 0.0311885 | Time: 1689.28 ms
[2021-05-12 00:27:45 main:574] : INFO : Epoch 1999 | loss: 0.0311144 | val_loss: 0.0311838 | Time: 1701.6 ms
[2021-05-12 00:27:47 main:574] : INFO : Epoch 2000 | loss: 0.0311158 | val_loss: 0.03119 | Time: 1708.32 ms
[2021-05-12 00:27:49 main:574] : INFO : Epoch 2001 | loss: 0.0311167 | val_loss: 0.0311859 | Time: 1687.97 ms
[2021-05-12 00:27:50 main:574] : INFO : Epoch 2002 | loss: 0.0311122 | val_loss: 0.0311886 | Time: 1688.47 ms
[2021-05-12 00:27:52 main:574] : INFO : Epoch 2003 | loss: 0.0311185 | val_loss: 0.0311882 | Time: 1661.9 ms
[2021-05-12 00:27:54 main:574] : INFO : Epoch 2004 | loss: 0.0311154 | val_loss: 0.031179 | Time: 1710.1 ms
[2021-05-12 00:27:56 main:574] : INFO : Epoch 2005 | loss: 0.0311159 | val_loss: 0.0311822 | Time: 1710.48 ms
[2021-05-12 00:27:57 main:574] : INFO : Epoch 2006 | loss: 0.0311124 | val_loss: 0.0311861 | Time: 1726.32 ms
[2021-05-12 00:27:59 main:574] : INFO : Epoch 2007 | loss: 0.0311118 | val_loss: 0.0311808 | Time: 1704.85 ms
[2021-05-12 00:28:01 main:574] : INFO : Epoch 2008 | loss: 0.0311134 | val_loss: 0.0311844 | Time: 1667.68 ms
[2021-05-12 00:28:02 main:574] : INFO : Epoch 2009 | loss: 0.0311184 | val_loss: 0.0311814 | Time: 1666.98 ms
[2021-05-12 00:28:04 main:574] : INFO : Epoch 2010 | loss: 0.0311293 | val_loss: 0.0311867 | Time: 1678.56 ms
[2021-05-12 00:28:06 main:574] : INFO : Epoch 2011 | loss: 0.0311269 | val_loss: 0.031172 | Time: 1703.65 ms
[2021-05-12 00:28:08 main:574] : INFO : Epoch 2012 | loss: 0.031124 | val_loss: 0.0311835 | Time: 1736.66 ms
[2021-05-12 00:28:09 main:574] : INFO : Epoch 2013 | loss: 0.0311158 | val_loss: 0.031191 | Time: 1711.97 ms
[2021-05-12 00:28:11 main:574] : INFO : Epoch 2014 | loss: 0.0311206 | val_loss: 0.0311789 | Time: 1653.16 ms
[2021-05-12 00:28:13 main:574] : INFO : Epoch 2015 | loss: 0.0311313 | val_loss: 0.0311777 | Time: 1677.1 ms
[2021-05-12 00:28:15 main:574] : INFO : Epoch 2016 | loss: 0.0311406 | val_loss: 0.0311666 | Time: 1688.37 ms
[2021-05-12 00:28:16 main:574] : INFO : Epoch 2017 | loss: 0.0311354 | val_loss: 0.0311669 | Time: 1689.5 ms
[2021-05-12 00:28:18 main:574] : INFO : Epoch 2018 | loss: 0.031132 | val_loss: 0.0311696 | Time: 1706.48 ms
[2021-05-12 00:28:20 main:574] : INFO : Epoch 2019 | loss: 0.031131 | val_loss: 0.0311684 | Time: 1679.95 ms
[2021-05-12 00:28:21 main:574] : INFO : Epoch 2020 | loss: 0.0311296 | val_loss: 0.0311711 | Time: 1669.33 ms
[2021-05-12 00:28:23 main:574] : INFO : Epoch 2021 | loss: 0.0311265 | val_loss: 0.0311776 | Time: 1685.8 ms
[2021-05-12 00:28:25 main:574] : INFO : Epoch 2022 | loss: 0.0311227 | val_loss: 0.0311769 | Time: 1736.95 ms
[2021-05-12 00:28:27 main:574] : INFO : Epoch 2023 | loss: 0.0311218 | val_loss: 0.03117 | Time: 1695.92 ms
[2021-05-12 00:28:28 main:574] : INFO : Epoch 2024 | loss: 0.0311209 | val_loss: 0.0311715 | Time: 1700.26 ms
[2021-05-12 00:28:30 main:574] : INFO : Epoch 2025 | loss: 0.0311195 | val_loss: 0.0311669 | Time: 1752.66 ms
[2021-05-12 00:28:32 main:574] : INFO : Epoch 2026 | loss: 0.0311194 | val_loss: 0.0311692 | Time: 1682.34 ms
[2021-05-12 00:28:34 main:574] : INFO : Epoch 2027 | loss: 0.0311164 | val_loss: 0.0311698 | Time: 1731.21 ms
[2021-05-12 00:28:35 main:574] : INFO : Epoch 2028 | loss: 0.0311166 | val_loss: 0.0311674 | Time: 1679.63 ms
[2021-05-12 00:28:37 main:574] : INFO : Epoch 2029 | loss: 0.0311161 | val_loss: 0.031172 | Time: 1695.99 ms
[2021-05-12 00:28:39 main:574] : INFO : Epoch 2030 | loss: 0.0311171 | val_loss: 0.0311709 | Time: 1706.34 ms
[2021-05-12 00:28:41 main:574] : INFO : Epoch 2031 | loss: 0.0311165 | val_loss: 0.0311759 | Time: 1698.09 ms
[2021-05-12 00:28:42 main:574] : INFO : Epoch 2032 | loss: 0.0311201 | val_loss: 0.0311708 | Time: 1702.68 ms
[2021-05-12 00:28:44 main:574] : INFO : Epoch 2033 | loss: 0.0311177 | val_loss: 0.0311826 | Time: 1692.51 ms
[2021-05-12 00:28:46 main:574] : INFO : Epoch 2034 | loss: 0.0311168 | val_loss: 0.0311755 | Time: 1696.56 ms
[2021-05-12 00:28:48 main:574] : INFO : Epoch 2035 | loss: 0.0311141 | val_loss: 0.0311772 | Time: 1693.95 ms
[2021-05-12 00:28:49 main:574] : INFO : Epoch 2036 | loss: 0.0311138 | val_loss: 0.0311708 | Time: 1723.48 ms
[2021-05-12 00:28:51 main:574] : INFO : Epoch 2037 | loss: 0.0311149 | val_loss: 0.0311718 | Time: 1664.88 ms
[2021-05-12 00:28:53 main:574] : INFO : Epoch 2038 | loss: 0.0311159 | val_loss: 0.0311699 | Time: 1701.82 ms
[2021-05-12 00:28:54 main:574] : INFO : Epoch 2039 | loss: 0.0311168 | val_loss: 0.0311769 | Time: 1732.38 ms
[2021-05-12 00:28:56 main:574] : INFO : Epoch 2040 | loss: 0.0311146 | val_loss: 0.0311792 | Time: 1690.23 ms
[2021-05-12 00:28:58 main:574] : INFO : Epoch 2041 | loss: 0.0311142 | val_loss: 0.0311776 | Time: 1719.91 ms
[2021-05-12 00:29:00 main:574] : INFO : Epoch 2042 | loss: 0.0311126 | val_loss: 0.0311767 | Time: 1710.48 ms
[2021-05-12 00:29:01 main:574] : INFO : Epoch 2043 | loss: 0.031111 | val_loss: 0.0311762 | Time: 1652.09 ms
[2021-05-12 00:29:03 main:574] : INFO : Epoch 2044 | loss: 0.0311116 | val_loss: 0.0311747 | Time: 1682.71 ms
[2021-05-12 00:29:05 main:574] : INFO : Epoch 2045 | loss: 0.0311135 | val_loss: 0.0311769 | Time: 1700.34 ms
[2021-05-12 00:29:07 main:574] : INFO : Epoch 2046 | loss: 0.0311215 | val_loss: 0.0311787 | Time: 1715.88 ms
[2021-05-12 00:29:08 main:574] : INFO : Epoch 2047 | loss: 0.0311248 | val_loss: 0.0311743 | Time: 1701.36 ms
[2021-05-12 00:29:10 main:574] : INFO : Epoch 2048 | loss: 0.0311215 | val_loss: 0.0311753 | Time: 1683.66 ms
[2021-05-12 00:29:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311753
[2021-05-12 00:29:10 main:603] : INFO : Saving end state to config to file
[2021-05-12 00:29:10 main:608] : INFO : Success, exiting..
00:29:10 (15356): 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)