Task 3369486
| Name | ParityModified-1608176634-24915-0_1 |
| Workunit | 1585007 |
| Created | 21 Dec 2020, 18:38:24 UTC |
| Sent | 21 Dec 2020, 19:53:01 UTC |
| Report deadline | 29 Dec 2020, 19:53:01 UTC |
| Received | 26 Dec 2020, 20:45:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1861 |
| Run time | 1 hours 13 min 19 sec |
| CPU time | 1 hours 8 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 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: 0.0310095 | val_loss: 0.031294 | Time: 2174.57 ms
[2020-12-26 21:27:42 main:574] : INFO : Epoch 1543 | loss: 0.0310118 | val_loss: 0.0312448 | Time: 2163.81 ms
[2020-12-26 21:27:44 main:574] : INFO : Epoch 1544 | loss: 0.0310177 | val_loss: 0.0312888 | Time: 2082.46 ms
[2020-12-26 21:27:47 main:574] : INFO : Epoch 1545 | loss: 0.0310185 | val_loss: 0.0312553 | Time: 2061.27 ms
[2020-12-26 21:27:49 main:574] : INFO : Epoch 1546 | loss: 0.0310221 | val_loss: 0.0312829 | Time: 2523.48 ms
[2020-12-26 21:27:51 main:574] : INFO : Epoch 1547 | loss: 0.0310146 | val_loss: 0.0313041 | Time: 2245.98 ms
[2020-12-26 21:27:53 main:574] : INFO : Epoch 1548 | loss: 0.0310216 | val_loss: 0.031291 | Time: 2085.85 ms
[2020-12-26 21:27:56 main:574] : INFO : Epoch 1549 | loss: 0.0310145 | val_loss: 0.031273 | Time: 2017.2 ms
[2020-12-26 21:27:58 main:574] : INFO : Epoch 1550 | loss: 0.0310089 | val_loss: 0.0312947 | Time: 2066.79 ms
[2020-12-26 21:28:00 main:574] : INFO : Epoch 1551 | loss: 0.0310017 | val_loss: 0.0312845 | Time: 2094 ms
[2020-12-26 21:28:02 main:574] : INFO : Epoch 1552 | loss: 0.0310066 | val_loss: 0.0313088 | Time: 2126.02 ms
[2020-12-26 21:28:04 main:574] : INFO : Epoch 1553 | loss: 0.0310018 | val_loss: 0.0312657 | Time: 2116.67 ms
[2020-12-26 21:28:06 main:574] : INFO : Epoch 1554 | loss: 0.0310066 | val_loss: 0.0312797 | Time: 2157.32 ms
[2020-12-26 21:28:08 main:574] : INFO : Epoch 1555 | loss: 0.0310026 | val_loss: 0.0312869 | Time: 2123.9 ms
[2020-12-26 21:28:10 main:574] : INFO : Epoch 1556 | loss: 0.0310041 | val_loss: 0.0312726 | Time: 2039.98 ms
[2020-12-26 21:28:13 main:574] : INFO : Epoch 1557 | loss: 0.031007 | val_loss: 0.0313089 | Time: 2173 ms
[2020-12-26 21:28:15 main:574] : INFO : Epoch 1558 | loss: 0.0310027 | val_loss: 0.0312839 | Time: 2196.77 ms
[2020-12-26 21:28:17 main:574] : INFO : Epoch 1559 | loss: 0.031008 | val_loss: 0.0312856 | Time: 2119.62 ms
[2020-12-26 21:28:19 main:574] : INFO : Epoch 1560 | loss: 0.031012 | val_loss: 0.0312741 | Time: 2292.55 ms
[2020-12-26 21:28:22 main:574] : INFO : Epoch 1561 | loss: 0.0310135 | val_loss: 0.0313301 | Time: 2222.85 ms
[2020-12-26 21:28:24 main:574] : INFO : Epoch 1562 | loss: 0.0310133 | val_loss: 0.0312646 | Time: 2439.55 ms
[2020-12-26 21:28:27 main:574] : INFO : Epoch 1563 | loss: 0.0310087 | val_loss: 0.031289 | Time: 2368.83 ms
[2020-12-26 21:28:29 main:574] : INFO : Epoch 1564 | loss: 0.0310155 | val_loss: 0.0312889 | Time: 2184.19 ms
[2020-12-26 21:28:31 main:574] : INFO : Epoch 1565 | loss: 0.0310805 | val_loss: 0.031245 | Time: 2156.34 ms
[2020-12-26 21:28:33 main:574] : INFO : Epoch 1566 | loss: 0.0310778 | val_loss: 0.031263 | Time: 2068.99 ms
[2020-12-26 21:28:35 main:574] : INFO : Epoch 1567 | loss: 0.0310323 | val_loss: 0.0312852 | Time: 2162.82 ms
[2020-12-26 21:28:37 main:574] : INFO : Epoch 1568 | loss: 0.0310109 | val_loss: 0.0312767 | Time: 2123.72 ms
[2020-12-26 21:28:40 main:574] : INFO : Epoch 1569 | loss: 0.0310127 | val_loss: 0.0312545 | Time: 2136.02 ms
[2020-12-26 21:28:42 main:574] : INFO : Epoch 1570 | loss: 0.0310197 | val_loss: 0.0312648 | Time: 2219.45 ms
[2020-12-26 21:28:44 main:574] : INFO : Epoch 1571 | loss: 0.0310104 | val_loss: 0.0312838 | Time: 2209.67 ms
[2020-12-26 21:28:46 main:574] : INFO : Epoch 1572 | loss: 0.0310033 | val_loss: 0.0312647 | Time: 2038.02 ms
[2020-12-26 21:28:48 main:574] : INFO : Epoch 1573 | loss: 0.0310023 | val_loss: 0.0312946 | Time: 2073.44 ms
[2020-12-26 21:28:51 main:574] : INFO : Epoch 1574 | loss: 0.0310078 | val_loss: 0.0312831 | Time: 2244.7 ms
[2020-12-26 21:28:53 main:574] : INFO : Epoch 1575 | loss: 0.0310108 | val_loss: 0.0312859 | Time: 2054.94 ms
[2020-12-26 21:28:55 main:574] : INFO : Epoch 1576 | loss: 0.0310155 | val_loss: 0.0312777 | Time: 2038.64 ms
[2020-12-26 21:28:57 main:574] : INFO : Epoch 1577 | loss: 0.0310031 | val_loss: 0.0312992 | Time: 2056.39 ms
[2020-12-26 21:28:59 main:574] : INFO : Epoch 1578 | loss: 0.0310097 | val_loss: 0.0312767 | Time: 2094.13 ms
[2020-12-26 21:29:01 main:574] : INFO : Epoch 1579 | loss: 0.0310023 | val_loss: 0.0313302 | Time: 2240.55 ms
[2020-12-26 21:29:03 main:574] : INFO : Epoch 1580 | loss: 0.0310091 | val_loss: 0.0312827 | Time: 2152.52 ms
[2020-12-26 21:29:05 main:574] : INFO : Epoch 1581 | loss: 0.0310139 | val_loss: 0.0312743 | Time: 2081.02 ms
[2020-12-26 21:29:08 main:574] : INFO : Epoch 1582 | loss: 0.0310146 | val_loss: 0.031288 | Time: 2201.77 ms
[2020-12-26 21:29:10 main:574] : INFO : Epoch 1583 | loss: 0.0310078 | val_loss: 0.0312713 | Time: 2377.13 ms
[2020-12-26 21:29:12 main:574] : INFO : Epoch 1584 | loss: 0.0310121 | val_loss: 0.0313046 | Time: 2211.19 ms
[2020-12-26 21:29:14 main:574] : INFO : Epoch 1585 | loss: 0.0310136 | val_loss: 0.0312962 | Time: 2134.58 ms
[2020-12-26 21:29:17 main:574] : INFO : Epoch 1586 | loss: 0.0310096 | val_loss: 0.0312751 | Time: 2070.71 ms
[2020-12-26 21:29:19 main:574] : INFO : Epoch 1587 | loss: 0.0310112 | val_loss: 0.031298 | Time: 2100.62 ms
[2020-12-26 21:29:21 main:574] : INFO : Epoch 1588 | loss: 0.0310131 | val_loss: 0.0312836 | Time: 2295.9 ms
[2020-12-26 21:29:23 main:574] : INFO : Epoch 1589 | loss: 0.03101 | val_loss: 0.0312823 | Time: 2152.91 ms
[2020-12-26 21:29:25 main:574] : INFO : Epoch 1590 | loss: 0.0310082 | val_loss: 0.0312796 | Time: 2119.45 ms
[2020-12-26 21:29:28 main:574] : INFO : Epoch 1591 | loss: 0.0310135 | val_loss: 0.0313049 | Time: 2155.71 ms
[2020-12-26 21:29:30 main:574] : INFO : Epoch 1592 | loss: 0.0310175 | val_loss: 0.031273 | Time: 2015.99 ms
[2020-12-26 21:29:32 main:574] : INFO : Epoch 1593 | loss: 0.0310122 | val_loss: 0.0312914 | Time: 2144.77 ms
[2020-12-26 21:29:34 main:574] : INFO : Epoch 1594 | loss: 0.0310024 | val_loss: 0.0312853 | Time: 2042.8 ms
[2020-12-26 21:29:36 main:574] : INFO : Epoch 1595 | loss: 0.0310023 | val_loss: 0.0312888 | Time: 2002.17 ms
[2020-12-26 21:29:38 main:574] : INFO : Epoch 1596 | loss: 0.0310108 | val_loss: 0.031275 | Time: 2051.59 ms
[2020-12-26 21:29:40 main:574] : INFO : Epoch 1597 | loss: 0.03101 | val_loss: 0.0312932 | Time: 2029.7 ms
[2020-12-26 21:29:42 main:574] : INFO : Epoch 1598 | loss: 0.0310121 | val_loss: 0.0312916 | Time: 2017.74 ms
[2020-12-26 21:29:44 main:574] : INFO : Epoch 1599 | loss: 0.0310083 | val_loss: 0.0312734 | Time: 2031.07 ms
[2020-12-26 21:29:46 main:574] : INFO : Epoch 1600 | loss: 0.031002 | val_loss: 0.0312969 | Time: 1989.2 ms
[2020-12-26 21:29:48 main:574] : INFO : Epoch 1601 | loss: 0.0310033 | val_loss: 0.0313169 | Time: 2032.64 ms
[2020-12-26 21:29:50 main:574] : INFO : Epoch 1602 | loss: 0.0310088 | val_loss: 0.0312729 | Time: 2039.67 ms
[2020-12-26 21:29:52 main:574] : INFO : Epoch 1603 | loss: 0.0310134 | val_loss: 0.0312925 | Time: 2085.85 ms
[2020-12-26 21:29:54 main:574] : INFO : Epoch 1604 | loss: 0.0310164 | val_loss: 0.0312823 | Time: 2079.55 ms
[2020-12-26 21:29:57 main:574] : INFO : Epoch 1605 | loss: 0.0310077 | val_loss: 0.0313098 | Time: 2084.39 ms
[2020-12-26 21:29:59 main:574] : INFO : Epoch 1606 | loss: 0.0310016 | val_loss: 0.0312913 | Time: 2031.37 ms
[2020-12-26 21:30:01 main:574] : INFO : Epoch 1607 | loss: 0.0309989 | val_loss: 0.0312979 | Time: 2026.32 ms
[2020-12-26 21:30:03 main:574] : INFO : Epoch 1608 | loss: 0.0310069 | val_loss: 0.0312884 | Time: 2010.67 ms
[2020-12-26 21:30:05 main:574] : INFO : Epoch 1609 | loss: 0.0310038 | val_loss: 0.0312859 | Time: 2064.18 ms
[2020-12-26 21:30:07 main:574] : INFO : Epoch 1610 | loss: 0.0310063 | val_loss: 0.0313034 | Time: 2108.84 ms
[2020-12-26 21:30:09 main:574] : INFO : Epoch 1611 | loss: 0.0310157 | val_loss: 0.0312681 | Time: 2067.66 ms
[2020-12-26 21:30:11 main:574] : INFO : Epoch 1612 | loss: 0.0310221 | val_loss: 0.0312793 | Time: 2064.9 ms
[2020-12-26 21:30:13 main:574] : INFO : Epoch 1613 | loss: 0.0310147 | val_loss: 0.0312925 | Time: 2105.94 ms
[2020-12-26 21:30:15 main:574] : INFO : Epoch 1614 | loss: 0.0310139 | val_loss: 0.0313115 | Time: 2097.85 ms
[2020-12-26 21:30:18 main:574] : INFO : Epoch 1615 | loss: 0.0310145 | val_loss: 0.0312821 | Time: 2085.96 ms
[2020-12-26 21:30:20 main:574] : INFO : Epoch 1616 | loss: 0.0310129 | val_loss: 0.0312627 | Time: 2155.2 ms
[2020-12-26 21:30:22 main:574] : INFO : Epoch 1617 | loss: 0.0310182 | val_loss: 0.0313101 | Time: 2135.41 ms
[2020-12-26 21:30:24 main:574] : INFO : Epoch 1618 | loss: 0.0310086 | val_loss: 0.0312899 | Time: 2163.12 ms
[2020-12-26 21:30:26 main:574] : INFO : Epoch 1619 | loss: 0.031018 | val_loss: 0.0313116 | Time: 2110.43 ms
[2020-12-26 21:30:28 main:574] : INFO : Epoch 1620 | loss: 0.0310159 | val_loss: 0.0312768 | Time: 2094.74 ms
[2020-12-26 21:30:30 main:574] : INFO : Epoch 1621 | loss: 0.0310201 | val_loss: 0.0312885 | Time: 2056.92 ms
[2020-12-26 21:30:33 main:574] : INFO : Epoch 1622 | loss: 0.031011 | val_loss: 0.0312854 | Time: 2124.56 ms
[2020-12-26 21:30:35 main:574] : INFO : Epoch 1623 | loss: 0.0310112 | val_loss: 0.0312738 | Time: 2086.71 ms
[2020-12-26 21:30:37 main:574] : INFO : Epoch 1624 | loss: 0.0310057 | val_loss: 0.0313001 | Time: 2111.08 ms
[2020-12-26 21:30:39 main:574] : INFO : Epoch 1625 | loss: 0.0310058 | val_loss: 0.0312895 | Time: 2122.96 ms
[2020-12-26 21:30:41 main:574] : INFO : Epoch 1626 | loss: 0.0310067 | val_loss: 0.031286 | Time: 2170.78 ms
[2020-12-26 21:30:43 main:574] : INFO : Epoch 1627 | loss: 0.0310099 | val_loss: 0.0312791 | Time: 2163.84 ms
[2020-12-26 21:30:46 main:574] : INFO : Epoch 1628 | loss: 0.0310069 | val_loss: 0.0312955 | Time: 2070.22 ms
[2020-12-26 21:30:48 main:574] : INFO : Epoch 1629 | loss: 0.0310248 | val_loss: 0.0312763 | Time: 2227.27 ms
[2020-12-26 21:30:50 main:574] : INFO : Epoch 1630 | loss: 0.0310102 | val_loss: 0.0312945 | Time: 2176.99 ms
[2020-12-26 21:30:52 main:574] : INFO : Epoch 1631 | loss: 0.0310132 | val_loss: 0.0312853 | Time: 2044.78 ms
[2020-12-26 21:30:54 main:574] : INFO : Epoch 1632 | loss: 0.0310114 | val_loss: 0.0312896 | Time: 2068.33 ms
[2020-12-26 21:30:56 main:574] : INFO : Epoch 1633 | loss: 0.0310215 | val_loss: 0.0312787 | Time: 2142.38 ms
[2020-12-26 21:30:59 main:574] : INFO : Epoch 1634 | loss: 0.0310243 | val_loss: 0.0313032 | Time: 2100.57 ms
[2020-12-26 21:31:01 main:574] : INFO : Epoch 1635 | loss: 0.0310073 | val_loss: 0.0312722 | Time: 2082.06 ms
[2020-12-26 21:31:03 main:574] : INFO : Epoch 1636 | loss: 0.0311055 | val_loss: 0.0312386 | Time: 2152.17 ms
[2020-12-26 21:31:05 main:574] : INFO : Epoch 1637 | loss: 0.0310865 | val_loss: 0.0312463 | Time: 2104.62 ms
[2020-12-26 21:31:07 main:574] : INFO : Epoch 1638 | loss: 0.0310476 | val_loss: 0.0312758 | Time: 2090.36 ms
[2020-12-26 21:31:09 main:574] : INFO : Epoch 1639 | loss: 0.0310178 | val_loss: 0.0312672 | Time: 2084.32 ms
[2020-12-26 21:31:11 main:574] : INFO : Epoch 1640 | loss: 0.0310075 | val_loss: 0.0312645 | Time: 2144.88 ms
[2020-12-26 21:31:13 main:574] : INFO : Epoch 1641 | loss: 0.0310058 | val_loss: 0.0312901 | Time: 2032.13 ms
[2020-12-26 21:31:15 main:574] : INFO : Epoch 1642 | loss: 0.0310071 | val_loss: 0.0313016 | Time: 2054.07 ms
[2020-12-26 21:31:18 main:574] : INFO : Epoch 1643 | loss: 0.0309973 | val_loss: 0.0312939 | Time: 2070.6 ms
[2020-12-26 21:31:20 main:574] : INFO : Epoch 1644 | loss: 0.0310044 | val_loss: 0.0312833 | Time: 2124.59 ms
[2020-12-26 21:31:22 main:574] : INFO : Epoch 1645 | loss: 0.0310077 | val_loss: 0.0313048 | Time: 2084.15 ms
[2020-12-26 21:31:24 main:574] : INFO : Epoch 1646 | loss: 0.0310054 | val_loss: 0.0312831 | Time: 1967.79 ms
[2020-12-26 21:31:26 main:574] : INFO : Epoch 1647 | loss: 0.0310105 | val_loss: 0.0313124 | Time: 2053.72 ms
[2020-12-26 21:31:28 main:574] : INFO : Epoch 1648 | loss: 0.0310058 | val_loss: 0.0312751 | Time: 1958.99 ms
[2020-12-26 21:31:30 main:574] : INFO : Epoch 1649 | loss: 0.0310142 | val_loss: 0.0312907 | Time: 2009.1 ms
[2020-12-26 21:31:32 main:574] : INFO : Epoch 1650 | loss: 0.031014 | val_loss: 0.0312852 | Time: 2042.73 ms
[2020-12-26 21:31:34 main:574] : INFO : Epoch 1651 | loss: 0.0310165 | val_loss: 0.0313011 | Time: 2036.72 ms
[2020-12-26 21:31:36 main:574] : INFO : Epoch 1652 | loss: 0.0310127 | val_loss: 0.0312805 | Time: 2013.33 ms
[2020-12-26 21:31:38 main:574] : INFO : Epoch 1653 | loss: 0.0310085 | val_loss: 0.0312909 | Time: 1936.68 ms
[2020-12-26 21:31:40 main:574] : INFO : Epoch 1654 | loss: 0.031009 | val_loss: 0.0312626 | Time: 1951.38 ms
[2020-12-26 21:31:42 main:574] : INFO : Epoch 1655 | loss: 0.0310211 | val_loss: 0.0312677 | Time: 1952.26 ms
[2020-12-26 21:31:44 main:574] : INFO : Epoch 1656 | loss: 0.0310188 | val_loss: 0.031282 | Time: 2045.65 ms
[2020-12-26 21:31:46 main:574] : INFO : Epoch 1657 | loss: 0.0310055 | val_loss: 0.0312918 | Time: 1931.63 ms
[2020-12-26 21:31:48 main:574] : INFO : Epoch 1658 | loss: 0.0310048 | val_loss: 0.0312998 | Time: 1577.62 ms
[2020-12-26 21:31:49 main:574] : INFO : Epoch 1659 | loss: 0.0310042 | val_loss: 0.0313048 | Time: 1587.64 ms
[2020-12-26 21:31:51 main:574] : INFO : Epoch 1660 | loss: 0.031013 | val_loss: 0.0312657 | Time: 1587.72 ms
[2020-12-26 21:31:52 main:574] : INFO : Epoch 1661 | loss: 0.0310184 | val_loss: 0.0312934 | Time: 1593.22 ms
[2020-12-26 21:31:54 main:574] : INFO : Epoch 1662 | loss: 0.0310041 | val_loss: 0.0312937 | Time: 1589.78 ms
[2020-12-26 21:31:56 main:574] : INFO : Epoch 1663 | loss: 0.031007 | val_loss: 0.031327 | Time: 1590.01 ms
[2020-12-26 21:31:57 main:574] : INFO : Epoch 1664 | loss: 0.0310068 | val_loss: 0.0312741 | Time: 1594.07 ms
[2020-12-26 21:31:59 main:574] : INFO : Epoch 1665 | loss: 0.0310073 | val_loss: 0.0312715 | Time: 1583.25 ms
[2020-12-26 21:32:00 main:574] : INFO : Epoch 1666 | loss: 0.0310036 | val_loss: 0.031308 | Time: 1574.48 ms
[2020-12-26 21:32:02 main:574] : INFO : Epoch 1667 | loss: 0.0310054 | val_loss: 0.03129 | Time: 1585.89 ms
[2020-12-26 21:32:04 main:574] : INFO : Epoch 1668 | loss: 0.0310076 | val_loss: 0.0312815 | Time: 1586.38 ms
[2020-12-26 21:32:05 main:574] : INFO : Epoch 1669 | loss: 0.0310035 | val_loss: 0.0312942 | Time: 1594.08 ms
[2020-12-26 21:32:07 main:574] : INFO : Epoch 1670 | loss: 0.0310017 | val_loss: 0.0312844 | Time: 1593.36 ms
[2020-12-26 21:32:08 main:574] : INFO : Epoch 1671 | loss: 0.0310082 | val_loss: 0.0313144 | Time: 1579.11 ms
[2020-12-26 21:32:10 main:574] : INFO : Epoch 1672 | loss: 0.0310064 | val_loss: 0.0312729 | Time: 1574.66 ms
[2020-12-26 21:32:11 main:574] : INFO : Epoch 1673 | loss: 0.031006 | val_loss: 0.0313103 | Time: 1574.98 ms
[2020-12-26 21:32:13 main:574] : INFO : Epoch 1674 | loss: 0.0310104 | val_loss: 0.0312693 | Time: 1588.76 ms
[2020-12-26 21:32:15 main:574] : INFO : Epoch 1675 | loss: 0.031013 | val_loss: 0.0313172 | Time: 1575.66 ms
[2020-12-26 21:32:16 main:574] : INFO : Epoch 1676 | loss: 0.0310092 | val_loss: 0.0313006 | Time: 1587.23 ms
[2020-12-26 21:32:18 main:574] : INFO : Epoch 1677 | loss: 0.0310004 | val_loss: 0.031285 | Time: 1590.76 ms
[2020-12-26 21:32:19 main:574] : INFO : Epoch 1678 | loss: 0.0310025 | val_loss: 0.0312864 | Time: 1586.2 ms
[2020-12-26 21:32:21 main:574] : INFO : Epoch 1679 | loss: 0.0310071 | val_loss: 0.0312923 | Time: 1586.31 ms
[2020-12-26 21:32:23 main:574] : INFO : Epoch 1680 | loss: 0.0310091 | val_loss: 0.0312956 | Time: 1588.54 ms
[2020-12-26 21:32:24 main:574] : INFO : Epoch 1681 | loss: 0.0310036 | val_loss: 0.0312796 | Time: 1589.49 ms
[2020-12-26 21:32:27 main:574] : INFO : Epoch 1682 | loss: 0.031004 | val_loss: 0.0312925 | Time: 2247.18 ms
[2020-12-26 21:32:29 main:574] : INFO : Epoch 1683 | loss: 0.0310069 | val_loss: 0.0312894 | Time: 2104.19 ms
[2020-12-26 21:32:31 main:574] : INFO : Epoch 1684 | loss: 0.0310091 | val_loss: 0.0312781 | Time: 2009.97 ms
[2020-12-26 21:32:33 main:574] : INFO : Epoch 1685 | loss: 0.0310142 | val_loss: 0.0313048 | Time: 2184.24 ms
[2020-12-26 21:32:35 main:574] : INFO : Epoch 1686 | loss: 0.0310108 | val_loss: 0.0312761 | Time: 2046.34 ms
[2020-12-26 21:32:37 main:574] : INFO : Epoch 1687 | loss: 0.031008 | val_loss: 0.0312853 | Time: 2055.05 ms
[2020-12-26 21:32:39 main:574] : INFO : Epoch 1688 | loss: 0.0310031 | val_loss: 0.0312943 | Time: 2097.72 ms
[2020-12-26 21:32:41 main:574] : INFO : Epoch 1689 | loss: 0.0309992 | val_loss: 0.031275 | Time: 2006.38 ms
[2020-12-26 21:32:43 main:574] : INFO : Epoch 1690 | loss: 0.0310062 | val_loss: 0.0312782 | Time: 2097.5 ms
[2020-12-26 21:32:46 main:574] : INFO : Epoch 1691 | loss: 0.0310136 | val_loss: 0.0313193 | Time: 2155.63 ms
[2020-12-26 21:32:48 main:574] : INFO : Epoch 1692 | loss: 0.031026 | val_loss: 0.0313069 | Time: 2167.78 ms
[2020-12-26 21:32:50 main:574] : INFO : Epoch 1693 | loss: 0.0310306 | val_loss: 0.0312703 | Time: 2539.93 ms
[2020-12-26 21:32:53 main:574] : INFO : Epoch 1694 | loss: 0.0310122 | val_loss: 0.0313008 | Time: 2691.29 ms
[2020-12-26 21:32:55 main:574] : INFO : Epoch 1695 | loss: 0.0310126 | val_loss: 0.0313062 | Time: 2221.9 ms
[2020-12-26 21:32:57 main:574] : INFO : Epoch 1696 | loss: 0.0310175 | val_loss: 0.0312916 | Time: 2092.5 ms
[2020-12-26 21:32:59 main:574] : INFO : Epoch 1697 | loss: 0.0310139 | val_loss: 0.0312954 | Time: 2018.46 ms
[2020-12-26 21:33:02 main:574] : INFO : Epoch 1698 | loss: 0.031009 | val_loss: 0.0313074 | Time: 2131.04 ms
[2020-12-26 21:33:04 main:574] : INFO : Epoch 1699 | loss: 0.0310107 | val_loss: 0.0312992 | Time: 2241.37 ms
[2020-12-26 21:33:06 main:574] : INFO : Epoch 1700 | loss: 0.0310102 | val_loss: 0.0312918 | Time: 2084.64 ms
[2020-12-26 21:33:08 main:574] : INFO : Epoch 1701 | loss: 0.0310073 | val_loss: 0.031266 | Time: 2162.98 ms
[2020-12-26 21:33:10 main:574] : INFO : Epoch 1702 | loss: 0.0310168 | val_loss: 0.031261 | Time: 2098.37 ms
[2020-12-26 21:33:12 main:574] : INFO : Epoch 1703 | loss: 0.031012 | val_loss: 0.0312598 | Time: 2171.7 ms
[2020-12-26 21:33:15 main:574] : INFO : Epoch 1704 | loss: 0.0310113 | val_loss: 0.0312629 | Time: 2207.81 ms
[2020-12-26 21:33:17 main:574] : INFO : Epoch 1705 | loss: 0.0310195 | val_loss: 0.0312595 | Time: 2177.96 ms
[2020-12-26 21:33:19 main:574] : INFO : Epoch 1706 | loss: 0.031014 | val_loss: 0.0312624 | Time: 2226.59 ms
[2020-12-26 21:33:21 main:574] : INFO : Epoch 1707 | loss: 0.0310206 | val_loss: 0.0312551 | Time: 2174.22 ms
[2020-12-26 21:33:23 main:574] : INFO : Epoch 1708 | loss: 0.0310126 | val_loss: 0.0312648 | Time: 2040.81 ms
[2020-12-26 21:33:26 main:574] : INFO : Epoch 1709 | loss: 0.0310114 | val_loss: 0.0312825 | Time: 2116.59 ms
[2020-12-26 21:33:28 main:574] : INFO : Epoch 1710 | loss: 0.0310058 | val_loss: 0.0312718 | Time: 2594.87 ms
[2020-12-26 21:33:30 main:574] : INFO : Epoch 1711 | loss: 0.0310154 | val_loss: 0.0312819 | Time: 2175.73 ms
[2020-12-26 21:33:33 main:574] : INFO : Epoch 1712 | loss: 0.0310108 | val_loss: 0.0312795 | Time: 2136.37 ms
[2020-12-26 21:33:35 main:574] : INFO : Epoch 1713 | loss: 0.0310053 | val_loss: 0.0313065 | Time: 2207.5 ms
[2020-12-26 21:33:37 main:574] : INFO : Epoch 1714 | loss: 0.031003 | val_loss: 0.0312828 | Time: 2133.37 ms
[2020-12-26 21:33:39 main:574] : INFO : Epoch 1715 | loss: 0.0310087 | val_loss: 0.0312898 | Time: 2116.63 ms
[2020-12-26 21:33:41 main:574] : INFO : Epoch 1716 | loss: 0.0310092 | val_loss: 0.0313014 | Time: 2160.33 ms
[2020-12-26 21:33:44 main:574] : INFO : Epoch 1717 | loss: 0.0310086 | val_loss: 0.0312823 | Time: 2183.2 ms
[2020-12-26 21:33:46 main:574] : INFO : Epoch 1718 | loss: 0.0310193 | val_loss: 0.0312734 | Time: 2093.49 ms
[2020-12-26 21:33:48 main:574] : INFO : Epoch 1719 | loss: 0.0310085 | val_loss: 0.0312914 | Time: 2092.48 ms
[2020-12-26 21:33:50 main:574] : INFO : Epoch 1720 | loss: 0.0310019 | val_loss: 0.0312936 | Time: 2166.18 ms
[2020-12-26 21:33:52 main:574] : INFO : Epoch 1721 | loss: 0.0310067 | val_loss: 0.0313035 | Time: 2016.47 ms
[2020-12-26 21:33:54 main:574] : INFO : Epoch 1722 | loss: 0.0310035 | val_loss: 0.0313063 | Time: 2097.85 ms
[2020-12-26 21:33:56 main:574] : INFO : Epoch 1723 | loss: 0.0310066 | val_loss: 0.0312828 | Time: 2068.1 ms
[2020-12-26 21:33:59 main:574] : INFO : Epoch 1724 | loss: 0.0310093 | val_loss: 0.0312932 | Time: 2128.33 ms
[2020-12-26 21:34:01 main:574] : INFO : Epoch 1725 | loss: 0.031017 | val_loss: 0.0313077 | Time: 2164.02 ms
[2020-12-26 21:34:03 main:574] : INFO : Epoch 1726 | loss: 0.031027 | val_loss: 0.0312571 | Time: 2172.73 ms
[2020-12-26 21:34:05 main:574] : INFO : Epoch 1727 | loss: 0.031011 | val_loss: 0.0312784 | Time: 2121.52 ms
[2020-12-26 21:34:07 main:574] : INFO : Epoch 1728 | loss: 0.0310033 | val_loss: 0.0312865 | Time: 2155.63 ms
[2020-12-26 21:34:09 main:574] : INFO : Epoch 1729 | loss: 0.031008 | val_loss: 0.0312852 | Time: 2094.97 ms
[2020-12-26 21:34:11 main:574] : INFO : Epoch 1730 | loss: 0.0310031 | val_loss: 0.0312815 | Time: 2053.62 ms
[2020-12-26 21:34:14 main:574] : INFO : Epoch 1731 | loss: 0.0310051 | val_loss: 0.0312559 | Time: 2139.74 ms
[2020-12-26 21:34:16 main:574] : INFO : Epoch 1732 | loss: 0.0310045 | val_loss: 0.0313162 | Time: 2188.51 ms
[2020-12-26 21:34:18 main:574] : INFO : Epoch 1733 | loss: 0.0310033 | val_loss: 0.0313014 | Time: 2013.63 ms
[2020-12-26 21:34:20 main:574] : INFO : Epoch 1734 | loss: 0.0310156 | val_loss: 0.0312765 | Time: 2165.95 ms
[2020-12-26 21:34:22 main:574] : INFO : Epoch 1735 | loss: 0.0310289 | val_loss: 0.0312706 | Time: 2081.66 ms
[2020-12-26 21:34:24 main:574] : INFO : Epoch 1736 | loss: 0.0310235 | val_loss: 0.0312569 | Time: 2101.1 ms
[2020-12-26 21:34:26 main:574] : INFO : Epoch 1737 | loss: 0.031025 | val_loss: 0.0312824 | Time: 2010.86 ms
[2020-12-26 21:34:29 main:574] : INFO : Epoch 1738 | loss: 0.0310201 | val_loss: 0.0312525 | Time: 2095.46 ms
[2020-12-26 21:34:31 main:574] : INFO : Epoch 1739 | loss: 0.0310244 | val_loss: 0.0312797 | Time: 2133.45 ms
[2020-12-26 21:34:33 main:574] : INFO : Epoch 1740 | loss: 0.0310154 | val_loss: 0.0312741 | Time: 2057.07 ms
[2020-12-26 21:34:35 main:574] : INFO : Epoch 1741 | loss: 0.0310105 | val_loss: 0.031259 | Time: 2053.16 ms
[2020-12-26 21:34:37 main:574] : INFO : Epoch 1742 | loss: 0.0310073 | val_loss: 0.0312891 | Time: 2026.17 ms
[2020-12-26 21:34:39 main:574] : INFO : Epoch 1743 | loss: 0.0310028 | val_loss: 0.0312741 | Time: 1981.99 ms
[2020-12-26 21:34:41 main:574] : INFO : Epoch 1744 | loss: 0.0310003 | val_loss: 0.0312991 | Time: 2022.95 ms
[2020-12-26 21:34:43 main:574] : INFO : Epoch 1745 | loss: 0.0310362 | val_loss: 0.0312566 | Time: 2003.75 ms
[2020-12-26 21:34:45 main:574] : INFO : Epoch 1746 | loss: 0.0310475 | val_loss: 0.0312623 | Time: 1995.77 ms
[2020-12-26 21:34:47 main:574] : INFO : Epoch 1747 | loss: 0.0310196 | val_loss: 0.0312882 | Time: 2027.14 ms
[2020-12-26 21:34:49 main:574] : INFO : Epoch 1748 | loss: 0.0310107 | val_loss: 0.0312772 | Time: 2022.11 ms
[2020-12-26 21:34:51 main:574] : INFO : Epoch 1749 | loss: 0.0310099 | val_loss: 0.0312943 | Time: 2040.97 ms
[2020-12-26 21:34:53 main:574] : INFO : Epoch 1750 | loss: 0.0310119 | val_loss: 0.0312816 | Time: 2048.37 ms
[2020-12-26 21:34:55 main:574] : INFO : Epoch 1751 | loss: 0.0310129 | val_loss: 0.0312743 | Time: 2109.45 ms
[2020-12-26 21:34:58 main:574] : INFO : Epoch 1752 | loss: 0.0310064 | val_loss: 0.0312789 | Time: 2086.31 ms
[2020-12-26 21:35:00 main:574] : INFO : Epoch 1753 | loss: 0.0310075 | val_loss: 0.0312836 | Time: 2154.33 ms
[2020-12-26 21:35:02 main:574] : INFO : Epoch 1754 | loss: 0.0310089 | val_loss: 0.031293 | Time: 2019.91 ms
[2020-12-26 21:35:04 main:574] : INFO : Epoch 1755 | loss: 0.0310078 | val_loss: 0.0312969 | Time: 2059.3 ms
[2020-12-26 21:35:06 main:574] : INFO : Epoch 1756 | loss: 0.0310094 | val_loss: 0.0312701 | Time: 2089.72 ms
[2020-12-26 21:35:08 main:574] : INFO : Epoch 1757 | loss: 0.0310128 | val_loss: 0.0312612 | Time: 2251.41 ms
[2020-12-26 21:35:10 main:574] : INFO : Epoch 1758 | loss: 0.0310184 | val_loss: 0.0312924 | Time: 2053.58 ms
[2020-12-26 21:35:12 main:574] : INFO : Epoch 1759 | loss: 0.031011 | val_loss: 0.0313073 | Time: 2104.96 ms
[2020-12-26 21:35:14 main:574] : INFO : Epoch 1760 | loss: 0.0310051 | val_loss: 0.031276 | Time: 1984.92 ms
[2020-12-26 21:35:17 main:574] : INFO : Epoch 1761 | loss: 0.0310052 | val_loss: 0.0312907 | Time: 2017.33 ms
[2020-12-26 21:35:19 main:574] : INFO : Epoch 1762 | loss: 0.0310147 | val_loss: 0.0312624 | Time: 2038.74 ms
[2020-12-26 21:35:21 main:574] : INFO : Epoch 1763 | loss: 0.0310133 | val_loss: 0.0312931 | Time: 2073.77 ms
[2020-12-26 21:35:23 main:574] : INFO : Epoch 1764 | loss: 0.0310079 | val_loss: 0.0313095 | Time: 2091.33 ms
[2020-12-26 21:35:25 main:574] : INFO : Epoch 1765 | loss: 0.0310073 | val_loss: 0.0312804 | Time: 2057.05 ms
[2020-12-26 21:35:27 main:574] : INFO : Epoch 1766 | loss: 0.0310128 | val_loss: 0.0313003 | Time: 2172.62 ms
[2020-12-26 21:35:29 main:574] : INFO : Epoch 1767 | loss: 0.0310088 | val_loss: 0.0312588 | Time: 2099.58 ms
[2020-12-26 21:35:31 main:574] : INFO : Epoch 1768 | loss: 0.031008 | val_loss: 0.0312965 | Time: 2068.4 ms
[2020-12-26 21:35:33 main:574] : INFO : Epoch 1769 | loss: 0.0310248 | val_loss: 0.0312235 | Time: 2064.61 ms
[2020-12-26 21:35:36 main:574] : INFO : Epoch 1770 | loss: 0.031078 | val_loss: 0.0312463 | Time: 2138.3 ms
[2020-12-26 21:35:38 main:574] : INFO : Epoch 1771 | loss: 0.0310384 | val_loss: 0.0312771 | Time: 2134.75 ms
[2020-12-26 21:35:40 main:574] : INFO : Epoch 1772 | loss: 0.0310108 | val_loss: 0.0312803 | Time: 2088.02 ms
[2020-12-26 21:35:42 main:574] : INFO : Epoch 1773 | loss: 0.0310019 | val_loss: 0.0312824 | Time: 2077.98 ms
[2020-12-26 21:35:44 main:574] : INFO : Epoch 1774 | loss: 0.0309999 | val_loss: 0.0312841 | Time: 2010.92 ms
[2020-12-26 21:35:46 main:574] : INFO : Epoch 1775 | loss: 0.0310041 | val_loss: 0.0313062 | Time: 2093.91 ms
[2020-12-26 21:35:48 main:574] : INFO : Epoch 1776 | loss: 0.0310089 | val_loss: 0.0312868 | Time: 2080.26 ms
[2020-12-26 21:35:50 main:574] : INFO : Epoch 1777 | loss: 0.0310289 | val_loss: 0.0312882 | Time: 2151.6 ms
[2020-12-26 21:35:52 main:574] : INFO : Epoch 1778 | loss: 0.0310059 | val_loss: 0.0312698 | Time: 2011.46 ms
[2020-12-26 21:35:55 main:574] : INFO : Epoch 1779 | loss: 0.0310688 | val_loss: 0.0312329 | Time: 1992.83 ms
[2020-12-26 21:35:57 main:574] : INFO : Epoch 1780 | loss: 0.0310746 | val_loss: 0.0312721 | Time: 2046.68 ms
[2020-12-26 21:35:59 main:574] : INFO : Epoch 1781 | loss: 0.0310379 | val_loss: 0.0312611 | Time: 2020.26 ms
[2020-12-26 21:36:01 main:574] : INFO : Epoch 1782 | loss: 0.0310243 | val_loss: 0.0312901 | Time: 2008.12 ms
[2020-12-26 21:36:03 main:574] : INFO : Epoch 1783 | loss: 0.0310082 | val_loss: 0.031306 | Time: 2109.59 ms
[2020-12-26 21:36:05 main:574] : INFO : Epoch 1784 | loss: 0.0310646 | val_loss: 0.0312504 | Time: 1989.4 ms
[2020-12-26 21:36:07 main:574] : INFO : Epoch 1785 | loss: 0.0310421 | val_loss: 0.0312602 | Time: 2018.08 ms
[2020-12-26 21:36:09 main:574] : INFO : Epoch 1786 | loss: 0.0310207 | val_loss: 0.0312682 | Time: 2197.46 ms
[2020-12-26 21:36:11 main:574] : INFO : Epoch 1787 | loss: 0.031012 | val_loss: 0.0312813 | Time: 2094.85 ms
[2020-12-26 21:36:13 main:574] : INFO : Epoch 1788 | loss: 0.0310089 | val_loss: 0.0312729 | Time: 2055.39 ms
[2020-12-26 21:36:15 main:574] : INFO : Epoch 1789 | loss: 0.0310087 | val_loss: 0.0312685 | Time: 2030.16 ms
[2020-12-26 21:36:18 main:574] : INFO : Epoch 1790 | loss: 0.0310075 | val_loss: 0.0312723 | Time: 2059.34 ms
[2020-12-26 21:36:20 main:574] : INFO : Epoch 1791 | loss: 0.0310063 | val_loss: 0.0312908 | Time: 2053.71 ms
[2020-12-26 21:36:22 main:574] : INFO : Epoch 1792 | loss: 0.0310114 | val_loss: 0.0312774 | Time: 2040.49 ms
[2020-12-26 21:36:24 main:574] : INFO : Epoch 1793 | loss: 0.0310504 | val_loss: 0.0312393 | Time: 1998.44 ms
[2020-12-26 21:36:26 main:574] : INFO : Epoch 1794 | loss: 0.0310837 | val_loss: 0.0312596 | Time: 2060.23 ms
[2020-12-26 21:36:28 main:574] : INFO : Epoch 1795 | loss: 0.0310494 | val_loss: 0.0312681 | Time: 2132.11 ms
[2020-12-26 21:36:30 main:574] : INFO : Epoch 1796 | loss: 0.0310262 | val_loss: 0.0312616 | Time: 2033.95 ms
[2020-12-26 21:36:32 main:574] : INFO : Epoch 1797 | loss: 0.0310183 | val_loss: 0.0312862 | Time: 2037.91 ms
[2020-12-26 21:36:34 main:574] : INFO : Epoch 1798 | loss: 0.0310089 | val_loss: 0.0312848 | Time: 2053.61 ms
[2020-12-26 21:36:36 main:574] : INFO : Epoch 1799 | loss: 0.0310047 | val_loss: 0.0313048 | Time: 1967.7 ms
[2020-12-26 21:36:38 main:574] : INFO : Epoch 1800 | loss: 0.0309976 | val_loss: 0.0313001 | Time: 1915.23 ms
[2020-12-26 21:36:40 main:574] : INFO : Epoch 1801 | loss: 0.0309994 | val_loss: 0.0312893 | Time: 1902.08 ms
[2020-12-26 21:36:42 main:574] : INFO : Epoch 1802 | loss: 0.0310062 | val_loss: 0.0312796 | Time: 1932.64 ms
[2020-12-26 21:36:44 main:574] : INFO : Epoch 1803 | loss: 0.0310122 | val_loss: 0.0312542 | Time: 2016.66 ms
[2020-12-26 21:36:46 main:574] : INFO : Epoch 1804 | loss: 0.0310114 | val_loss: 0.0312933 | Time: 1704.61 ms
[2020-12-26 21:36:47 main:574] : INFO : Epoch 1805 | loss: 0.0310045 | val_loss: 0.0312882 | Time: 1571.8 ms
[2020-12-26 21:36:49 main:574] : INFO : Epoch 1806 | loss: 0.031005 | val_loss: 0.0312894 | Time: 1574.26 ms
[2020-12-26 21:36:51 main:574] : INFO : Epoch 1807 | loss: 0.0310102 | val_loss: 0.0312814 | Time: 1575.96 ms
[2020-12-26 21:36:52 main:574] : INFO : Epoch 1808 | loss: 0.0310041 | val_loss: 0.0312794 | Time: 1576.69 ms
[2020-12-26 21:36:54 main:574] : INFO : Epoch 1809 | loss: 0.0310039 | val_loss: 0.0312987 | Time: 1583.32 ms
[2020-12-26 21:36:55 main:574] : INFO : Epoch 1810 | loss: 0.031012 | val_loss: 0.0312849 | Time: 1580.13 ms
[2020-12-26 21:36:57 main:574] : INFO : Epoch 1811 | loss: 0.0310107 | val_loss: 0.031295 | Time: 1579.99 ms
[2020-12-26 21:36:59 main:574] : INFO : Epoch 1812 | loss: 0.0310045 | val_loss: 0.0312886 | Time: 1577.41 ms
[2020-12-26 21:37:00 main:574] : INFO : Epoch 1813 | loss: 0.0310033 | val_loss: 0.0312862 | Time: 1578.74 ms
[2020-12-26 21:37:02 main:574] : INFO : Epoch 1814 | loss: 0.0310066 | val_loss: 0.0313042 | Time: 1572.94 ms
[2020-12-26 21:37:03 main:574] : INFO : Epoch 1815 | loss: 0.0310161 | val_loss: 0.0312984 | Time: 1571.88 ms
[2020-12-26 21:37:05 main:574] : INFO : Epoch 1816 | loss: 0.0310171 | val_loss: 0.0312657 | Time: 1572.12 ms
[2020-12-26 21:37:06 main:574] : INFO : Epoch 1817 | loss: 0.0310063 | val_loss: 0.0313031 | Time: 1545.84 ms
[2020-12-26 21:37:08 main:574] : INFO : Epoch 1818 | loss: 0.0310009 | val_loss: 0.0312975 | Time: 1576.59 ms
[2020-12-26 21:37:10 main:574] : INFO : Epoch 1819 | loss: 0.0309998 | val_loss: 0.0312894 | Time: 1565.47 ms
[2020-12-26 21:37:11 main:574] : INFO : Epoch 1820 | loss: 0.0310025 | val_loss: 0.0312845 | Time: 1579.47 ms
[2020-12-26 21:37:13 main:574] : INFO : Epoch 1821 | loss: 0.0310267 | val_loss: 0.0312728 | Time: 1577.9 ms
[2020-12-26 21:37:14 main:574] : INFO : Epoch 1822 | loss: 0.0310302 | val_loss: 0.0312475 | Time: 1594.54 ms
[2020-12-26 21:37:16 main:574] : INFO : Epoch 1823 | loss: 0.0310204 | val_loss: 0.0312661 | Time: 1580.2 ms
[2020-12-26 21:37:18 main:574] : INFO : Epoch 1824 | loss: 0.0310068 | val_loss: 0.0312742 | Time: 1585.04 ms
[2020-12-26 21:37:19 main:574] : INFO : Epoch 1825 | loss: 0.0310087 | val_loss: 0.0312999 | Time: 1577.24 ms
[2020-12-26 21:37:21 main:574] : INFO : Epoch 1826 | loss: 0.0310091 | val_loss: 0.0312929 | Time: 1592.61 ms
[2020-12-26 21:37:22 main:574] : INFO : Epoch 1827 | loss: 0.031009 | val_loss: 0.0312644 | Time: 1583.81 ms
[2020-12-26 21:37:24 main:574] : INFO : Epoch 1828 | loss: 0.0310029 | val_loss: 0.0312798 | Time: 1867.74 ms
[2020-12-26 21:37:26 main:574] : INFO : Epoch 1829 | loss: 0.03102 | val_loss: 0.031307 | Time: 2063.67 ms
[2020-12-26 21:37:28 main:574] : INFO : Epoch 1830 | loss: 0.0310121 | val_loss: 0.0312814 | Time: 2110.26 ms
[2020-12-26 21:37:31 main:574] : INFO : Epoch 1831 | loss: 0.0310143 | val_loss: 0.0312807 | Time: 2113.43 ms
[2020-12-26 21:37:33 main:574] : INFO : Epoch 1832 | loss: 0.031012 | val_loss: 0.0312977 | Time: 2176.33 ms
[2020-12-26 21:37:35 main:574] : INFO : Epoch 1833 | loss: 0.0310144 | val_loss: 0.031266 | Time: 2121 ms
[2020-12-26 21:37:37 main:574] : INFO : Epoch 1834 | loss: 0.0310193 | val_loss: 0.0312562 | Time: 2004.91 ms
[2020-12-26 21:37:39 main:574] : INFO : Epoch 1835 | loss: 0.0310102 | val_loss: 0.0312579 | Time: 2085.42 ms
[2020-12-26 21:37:41 main:574] : INFO : Epoch 1836 | loss: 0.0310062 | val_loss: 0.0312897 | Time: 2045.6 ms
[2020-12-26 21:37:43 main:574] : INFO : Epoch 1837 | loss: 0.0310039 | val_loss: 0.0312834 | Time: 2080.38 ms
[2020-12-26 21:37:45 main:574] : INFO : Epoch 1838 | loss: 0.031005 | val_loss: 0.0312904 | Time: 2147.48 ms
[2020-12-26 21:37:48 main:574] : INFO : Epoch 1839 | loss: 0.0310061 | val_loss: 0.0312566 | Time: 2081.48 ms
[2020-12-26 21:37:50 main:574] : INFO : Epoch 1840 | loss: 0.0310041 | val_loss: 0.0313015 | Time: 2193.34 ms
[2020-12-26 21:37:52 main:574] : INFO : Epoch 1841 | loss: 0.0310153 | val_loss: 0.0312726 | Time: 2518.01 ms
[2020-12-26 21:37:55 main:574] : INFO : Epoch 1842 | loss: 0.0310061 | val_loss: 0.0312846 | Time: 2194.4 ms
[2020-12-26 21:37:57 main:574] : INFO : Epoch 1843 | loss: 0.0310012 | val_loss: 0.0312728 | Time: 2153.34 ms
[2020-12-26 21:37:59 main:574] : INFO : Epoch 1844 | loss: 0.0310133 | val_loss: 0.0312852 | Time: 2174.26 ms
[2020-12-26 21:38:01 main:574] : INFO : Epoch 1845 | loss: 0.0310143 | val_loss: 0.0312995 | Time: 2108.46 ms
[2020-12-26 21:38:03 main:574] : INFO : Epoch 1846 | loss: 0.0310044 | val_loss: 0.0312879 | Time: 2074.03 ms
[2020-12-26 21:38:05 main:574] : INFO : Epoch 1847 | loss: 0.0310049 | val_loss: 0.0312918 | Time: 2085.9 ms
[2020-12-26 21:38:07 main:574] : INFO : Epoch 1848 | loss: 0.0310019 | val_loss: 0.0312644 | Time: 2201.49 ms
[2020-12-26 21:38:10 main:574] : INFO : Epoch 1849 | loss: 0.0310018 | val_loss: 0.0312675 | Time: 2109.55 ms
[2020-12-26 21:38:12 main:574] : INFO : Epoch 1850 | loss: 0.0309973 | val_loss: 0.0312924 | Time: 2254.37 ms
[2020-12-26 21:38:14 main:574] : INFO : Epoch 1851 | loss: 0.0310045 | val_loss: 0.031265 | Time: 2093.13 ms
[2020-12-26 21:38:16 main:574] : INFO : Epoch 1852 | loss: 0.0310029 | val_loss: 0.0312914 | Time: 2175.27 ms
[2020-12-26 21:38:18 main:574] : INFO : Epoch 1853 | loss: 0.0310109 | val_loss: 0.0312909 | Time: 2116.54 ms
[2020-12-26 21:38:21 main:574] : INFO : Epoch 1854 | loss: 0.031013 | val_loss: 0.0312834 | Time: 2081.67 ms
[2020-12-26 21:38:23 main:574] : INFO : Epoch 1855 | loss: 0.0310045 | val_loss: 0.0312889 | Time: 2167.19 ms
[2020-12-26 21:38:25 main:574] : INFO : Epoch 1856 | loss: 0.0310165 | val_loss: 0.0312523 | Time: 2091.63 ms
[2020-12-26 21:38:27 main:574] : INFO : Epoch 1857 | loss: 0.0310242 | val_loss: 0.0312609 | Time: 2243.71 ms
[2020-12-26 21:38:29 main:574] : INFO : Epoch 1858 | loss: 0.0310107 | val_loss: 0.0312807 | Time: 2103.11 ms
[2020-12-26 21:38:31 main:574] : INFO : Epoch 1859 | loss: 0.0310133 | val_loss: 0.0312728 | Time: 2113.82 ms
[2020-12-26 21:38:33 main:574] : INFO : Epoch 1860 | loss: 0.0310047 | val_loss: 0.0313196 | Time: 2098.73 ms
[2020-12-26 21:38:36 main:574] : INFO : Epoch 1861 | loss: 0.0310067 | val_loss: 0.0312812 | Time: 2072.17 ms
[2020-12-26 21:38:38 main:574] : INFO : Epoch 1862 | loss: 0.0310063 | val_loss: 0.0312878 | Time: 2147.26 ms
[2020-12-26 21:38:40 main:574] : INFO : Epoch 1863 | loss: 0.031008 | val_loss: 0.0312783 | Time: 2122.85 ms
[2020-12-26 21:38:42 main:574] : INFO : Epoch 1864 | loss: 0.0310083 | val_loss: 0.0313079 | Time: 2139.85 ms
[2020-12-26 21:38:44 main:574] : INFO : Epoch 1865 | loss: 0.0310107 | val_loss: 0.0312837 | Time: 2208.88 ms
[2020-12-26 21:38:46 main:574] : INFO : Epoch 1866 | loss: 0.0310094 | val_loss: 0.0313061 | Time: 2191.01 ms
[2020-12-26 21:38:49 main:574] : INFO : Epoch 1867 | loss: 0.0310042 | val_loss: 0.0312882 | Time: 2116.66 ms
[2020-12-26 21:38:51 main:574] : INFO : Epoch 1868 | loss: 0.0310016 | val_loss: 0.0312771 | Time: 2128.55 ms
[2020-12-26 21:38:53 main:574] : INFO : Epoch 1869 | loss: 0.0310191 | val_loss: 0.0312915 | Time: 2184.66 ms
[2020-12-26 21:38:55 main:574] : INFO : Epoch 1870 | loss: 0.0310062 | val_loss: 0.0312655 | Time: 2122.5 ms
[2020-12-26 21:38:57 main:574] : INFO : Epoch 1871 | loss: 0.0310071 | val_loss: 0.0313042 | Time: 2067.39 ms
[2020-12-26 21:38:59 main:574] : INFO : Epoch 1872 | loss: 0.0310085 | val_loss: 0.0312826 | Time: 2170.76 ms
[2020-12-26 21:39:02 main:574] : INFO : Epoch 1873 | loss: 0.0310104 | val_loss: 0.0312792 | Time: 2203.83 ms
[2020-12-26 21:39:04 main:574] : INFO : Epoch 1874 | loss: 0.0310113 | val_loss: 0.0313002 | Time: 2343.17 ms
[2020-12-26 21:39:06 main:574] : INFO : Epoch 1875 | loss: 0.0310066 | val_loss: 0.0312654 | Time: 2288.33 ms
[2020-12-26 21:39:08 main:574] : INFO : Epoch 1876 | loss: 0.0310056 | val_loss: 0.031296 | Time: 2115.2 ms
[2020-12-26 21:39:11 main:574] : INFO : Epoch 1877 | loss: 0.031004 | val_loss: 0.0312594 | Time: 2093.81 ms
[2020-12-26 21:39:13 main:574] : INFO : Epoch 1878 | loss: 0.0310136 | val_loss: 0.0312697 | Time: 2197.3 ms
[2020-12-26 21:39:15 main:574] : INFO : Epoch 1879 | loss: 0.0310074 | val_loss: 0.031291 | Time: 2123.49 ms
[2020-12-26 21:39:17 main:574] : INFO : Epoch 1880 | loss: 0.0310002 | val_loss: 0.031284 | Time: 2055.34 ms
[2020-12-26 21:39:19 main:574] : INFO : Epoch 1881 | loss: 0.0310078 | val_loss: 0.0312795 | Time: 2065.19 ms
[2020-12-26 21:39:21 main:574] : INFO : Epoch 1882 | loss: 0.0310051 | val_loss: 0.0312949 | Time: 2074.57 ms
[2020-12-26 21:39:23 main:574] : INFO : Epoch 1883 | loss: 0.0310157 | val_loss: 0.0312629 | Time: 2026.27 ms
[2020-12-26 21:39:25 main:574] : INFO : Epoch 1884 | loss: 0.0310086 | val_loss: 0.0312884 | Time: 2077.73 ms
[2020-12-26 21:39:27 main:574] : INFO : Epoch 1885 | loss: 0.0310062 | val_loss: 0.0312951 | Time: 2071.33 ms
[2020-12-26 21:39:30 main:574] : INFO : Epoch 1886 | loss: 0.0310437 | val_loss: 0.0312797 | Time: 2079.86 ms
[2020-12-26 21:39:32 main:574] : INFO : Epoch 1887 | loss: 0.0310322 | val_loss: 0.0312789 | Time: 2002.7 ms
[2020-12-26 21:39:34 main:574] : INFO : Epoch 1888 | loss: 0.0310192 | val_loss: 0.0313135 | Time: 2006.85 ms
[2020-12-26 21:39:36 main:574] : INFO : Epoch 1889 | loss: 0.0310107 | val_loss: 0.031301 | Time: 1997.67 ms
[2020-12-26 21:39:38 main:574] : INFO : Epoch 1890 | loss: 0.0310141 | val_loss: 0.0312785 | Time: 2041.58 ms
[2020-12-26 21:39:40 main:574] : INFO : Epoch 1891 | loss: 0.0310159 | val_loss: 0.0312791 | Time: 2031.76 ms
[2020-12-26 21:39:42 main:574] : INFO : Epoch 1892 | loss: 0.0310052 | val_loss: 0.0313101 | Time: 2072.99 ms
[2020-12-26 21:39:44 main:574] : INFO : Epoch 1893 | loss: 0.031005 | val_loss: 0.0312762 | Time: 1994.68 ms
[2020-12-26 21:39:46 main:574] : INFO : Epoch 1894 | loss: 0.0310068 | val_loss: 0.0313045 | Time: 2099.81 ms
[2020-12-26 21:39:48 main:574] : INFO : Epoch 1895 | loss: 0.0310074 | val_loss: 0.0312719 | Time: 2065.68 ms
[2020-12-26 21:39:50 main:574] : INFO : Epoch 1896 | loss: 0.0310059 | val_loss: 0.0312757 | Time: 2037.35 ms
[2020-12-26 21:39:52 main:574] : INFO : Epoch 1897 | loss: 0.0310186 | val_loss: 0.0312742 | Time: 2007.61 ms
[2020-12-26 21:39:54 main:574] : INFO : Epoch 1898 | loss: 0.0310145 | val_loss: 0.0312743 | Time: 2136.59 ms
[2020-12-26 21:39:56 main:574] : INFO : Epoch 1899 | loss: 0.0310216 | val_loss: 0.0312962 | Time: 1967.04 ms
[2020-12-26 21:39:58 main:574] : INFO : Epoch 1900 | loss: 0.0310189 | val_loss: 0.031277 | Time: 2081.7 ms
[2020-12-26 21:40:01 main:574] : INFO : Epoch 1901 | loss: 0.03101 | val_loss: 0.0312702 | Time: 2225.38 ms
[2020-12-26 21:40:03 main:574] : INFO : Epoch 1902 | loss: 0.0310095 | val_loss: 0.0312585 | Time: 2083.25 ms
[2020-12-26 21:40:05 main:574] : INFO : Epoch 1903 | loss: 0.0310102 | val_loss: 0.0313052 | Time: 2060.03 ms
[2020-12-26 21:40:07 main:574] : INFO : Epoch 1904 | loss: 0.0310176 | val_loss: 0.0312957 | Time: 2072.61 ms
[2020-12-26 21:40:09 main:574] : INFO : Epoch 1905 | loss: 0.0310154 | val_loss: 0.0312713 | Time: 2003.01 ms
[2020-12-26 21:40:11 main:574] : INFO : Epoch 1906 | loss: 0.0310034 | val_loss: 0.031272 | Time: 2093.5 ms
[2020-12-26 21:40:13 main:574] : INFO : Epoch 1907 | loss: 0.0310124 | val_loss: 0.0312744 | Time: 2055.97 ms
[2020-12-26 21:40:15 main:574] : INFO : Epoch 1908 | loss: 0.031005 | val_loss: 0.0312993 | Time: 2173.63 ms
[2020-12-26 21:40:18 main:574] : INFO : Epoch 1909 | loss: 0.0310078 | val_loss: 0.0312719 | Time: 2258.85 ms
[2020-12-26 21:40:20 main:574] : INFO : Epoch 1910 | loss: 0.0310118 | val_loss: 0.0313158 | Time: 2047.94 ms
[2020-12-26 21:40:22 main:574] : INFO : Epoch 1911 | loss: 0.0310146 | val_loss: 0.0312968 | Time: 2001.44 ms
[2020-12-26 21:40:24 main:574] : INFO : Epoch 1912 | loss: 0.0310037 | val_loss: 0.0312776 | Time: 2049.06 ms
[2020-12-26 21:40:26 main:574] : INFO : Epoch 1913 | loss: 0.0310027 | val_loss: 0.0312805 | Time: 2092.37 ms
[2020-12-26 21:40:28 main:574] : INFO : Epoch 1914 | loss: 0.0310051 | val_loss: 0.0313039 | Time: 2103.79 ms
[2020-12-26 21:40:30 main:574] : INFO : Epoch 1915 | loss: 0.0310029 | val_loss: 0.0312951 | Time: 2025.11 ms
[2020-12-26 21:40:32 main:574] : INFO : Epoch 1916 | loss: 0.0310146 | val_loss: 0.0312621 | Time: 2070.12 ms
[2020-12-26 21:40:34 main:574] : INFO : Epoch 1917 | loss: 0.0310273 | val_loss: 0.0312568 | Time: 2096.54 ms
[2020-12-26 21:40:36 main:574] : INFO : Epoch 1918 | loss: 0.0310138 | val_loss: 0.0312879 | Time: 1996.1 ms
[2020-12-26 21:40:38 main:574] : INFO : Epoch 1919 | loss: 0.0310053 | val_loss: 0.0313028 | Time: 2079.46 ms
[2020-12-26 21:40:41 main:574] : INFO : Epoch 1920 | loss: 0.0310038 | val_loss: 0.0312805 | Time: 2112.05 ms
[2020-12-26 21:40:43 main:574] : INFO : Epoch 1921 | loss: 0.0309983 | val_loss: 0.0312777 | Time: 2115.14 ms
[2020-12-26 21:40:45 main:574] : INFO : Epoch 1922 | loss: 0.0310038 | val_loss: 0.0312927 | Time: 2164.54 ms
[2020-12-26 21:40:47 main:574] : INFO : Epoch 1923 | loss: 0.0310011 | val_loss: 0.0312683 | Time: 2163.93 ms
[2020-12-26 21:40:49 main:574] : INFO : Epoch 1924 | loss: 0.0310006 | val_loss: 0.0313008 | Time: 2069.98 ms
[2020-12-26 21:40:51 main:574] : INFO : Epoch 1925 | loss: 0.0310104 | val_loss: 0.031305 | Time: 2086.69 ms
[2020-12-26 21:40:53 main:574] : INFO : Epoch 1926 | loss: 0.0310096 | val_loss: 0.0312835 | Time: 2019.17 ms
[2020-12-26 21:40:56 main:574] : INFO : Epoch 1927 | loss: 0.0310089 | val_loss: 0.0312895 | Time: 2003.35 ms
[2020-12-26 21:40:58 main:574] : INFO : Epoch 1928 | loss: 0.0310141 | val_loss: 0.0312712 | Time: 2091.84 ms
[2020-12-26 21:41:00 main:574] : INFO : Epoch 1929 | loss: 0.0310108 | val_loss: 0.0312928 | Time: 2141.21 ms
[2020-12-26 21:41:02 main:574] : INFO : Epoch 1930 | loss: 0.0310112 | val_loss: 0.0312995 | Time: 2265.89 ms
[2020-12-26 21:41:04 main:574] : INFO : Epoch 1931 | loss: 0.0310133 | val_loss: 0.0312838 | Time: 2066.76 ms
[2020-12-26 21:41:06 main:574] : INFO : Epoch 1932 | loss: 0.0310044 | val_loss: 0.0312888 | Time: 2045.47 ms
[2020-12-26 21:41:08 main:574] : INFO : Epoch 1933 | loss: 0.0310015 | val_loss: 0.0312941 | Time: 2024.17 ms
[2020-12-26 21:41:10 main:574] : INFO : Epoch 1934 | loss: 0.0310021 | val_loss: 0.0312595 | Time: 2066.09 ms
[2020-12-26 21:41:12 main:574] : INFO : Epoch 1935 | loss: 0.0310133 | val_loss: 0.0312671 | Time: 2045.64 ms
[2020-12-26 21:41:15 main:574] : INFO : Epoch 1936 | loss: 0.0310075 | val_loss: 0.031286 | Time: 2096.88 ms
[2020-12-26 21:41:17 main:574] : INFO : Epoch 1937 | loss: 0.0310049 | val_loss: 0.0312797 | Time: 1967.72 ms
[2020-12-26 21:41:19 main:574] : INFO : Epoch 1938 | loss: 0.0310081 | val_loss: 0.0312957 | Time: 2035.38 ms
[2020-12-26 21:41:21 main:574] : INFO : Epoch 1939 | loss: 0.0310047 | val_loss: 0.0312919 | Time: 2119.59 ms
[2020-12-26 21:41:23 main:574] : INFO : Epoch 1940 | loss: 0.0309977 | val_loss: 0.0313055 | Time: 2097.16 ms
[2020-12-26 21:41:25 main:574] : INFO : Epoch 1941 | loss: 0.0309966 | val_loss: 0.0312975 | Time: 1950.22 ms
[2020-12-26 21:41:27 main:574] : INFO : Epoch 1942 | loss: 0.031002 | val_loss: 0.0312778 | Time: 2047.9 ms
[2020-12-26 21:41:29 main:574] : INFO : Epoch 1943 | loss: 0.0310137 | val_loss: 0.0312758 | Time: 2026.65 ms
[2020-12-26 21:41:31 main:574] : INFO : Epoch 1944 | loss: 0.0310144 | val_loss: 0.0312746 | Time: 2009.35 ms
[2020-12-26 21:41:33 main:574] : INFO : Epoch 1945 | loss: 0.0310089 | val_loss: 0.0312983 | Time: 1970.82 ms
[2020-12-26 21:41:35 main:574] : INFO : Epoch 1946 | loss: 0.0310025 | val_loss: 0.0312789 | Time: 1963.55 ms
[2020-12-26 21:41:37 main:574] : INFO : Epoch 1947 | loss: 0.0310094 | val_loss: 0.0312818 | Time: 1898.07 ms
[2020-12-26 21:41:39 main:574] : INFO : Epoch 1948 | loss: 0.0310169 | val_loss: 0.0312884 | Time: 1910.33 ms
[2020-12-26 21:41:41 main:574] : INFO : Epoch 1949 | loss: 0.0310167 | val_loss: 0.0313011 | Time: 1951.51 ms
[2020-12-26 21:41:43 main:574] : INFO : Epoch 1950 | loss: 0.031014 | val_loss: 0.0313225 | Time: 1988.96 ms
[2020-12-26 21:41:44 main:574] : INFO : Epoch 1951 | loss: 0.0310069 | val_loss: 0.0312806 | Time: 1567.37 ms
[2020-12-26 21:41:46 main:574] : INFO : Epoch 1952 | loss: 0.0310066 | val_loss: 0.0312796 | Time: 1568.11 ms
[2020-12-26 21:41:48 main:574] : INFO : Epoch 1953 | loss: 0.0310018 | val_loss: 0.0312811 | Time: 1576.75 ms
[2020-12-26 21:41:49 main:574] : INFO : Epoch 1954 | loss: 0.031007 | val_loss: 0.0313272 | Time: 1586.59 ms
[2020-12-26 21:41:51 main:574] : INFO : Epoch 1955 | loss: 0.0310057 | val_loss: 0.0312871 | Time: 1587.68 ms
[2020-12-26 21:41:52 main:574] : INFO : Epoch 1956 | loss: 0.030998 | val_loss: 0.0312855 | Time: 1592.91 ms
[2020-12-26 21:41:54 main:574] : INFO : Epoch 1957 | loss: 0.0310013 | val_loss: 0.031311 | Time: 1580.64 ms
[2020-12-26 21:41:56 main:574] : INFO : Epoch 1958 | loss: 0.0310085 | val_loss: 0.0312708 | Time: 1583.99 ms
[2020-12-26 21:41:57 main:574] : INFO : Epoch 1959 | loss: 0.0310162 | val_loss: 0.0312835 | Time: 1571.86 ms
[2020-12-26 21:41:59 main:574] : INFO : Epoch 1960 | loss: 0.0310137 | val_loss: 0.031283 | Time: 1584.35 ms
[2020-12-26 21:42:00 main:574] : INFO : Epoch 1961 | loss: 0.0310002 | val_loss: 0.0313093 | Time: 1575.02 ms
[2020-12-26 21:42:02 main:574] : INFO : Epoch 1962 | loss: 0.0310012 | val_loss: 0.031311 | Time: 1577.85 ms
[2020-12-26 21:42:04 main:574] : INFO : Epoch 1963 | loss: 0.0310102 | val_loss: 0.0312725 | Time: 1578.94 ms
[2020-12-26 21:42:05 main:574] : INFO : Epoch 1964 | loss: 0.0310075 | val_loss: 0.0313015 | Time: 1570.52 ms
[2020-12-26 21:42:07 main:574] : INFO : Epoch 1965 | loss: 0.0310058 | val_loss: 0.0312989 | Time: 1579.66 ms
[2020-12-26 21:42:08 main:574] : INFO : Epoch 1966 | loss: 0.0309988 | val_loss: 0.0312799 | Time: 1587.24 ms
[2020-12-26 21:42:10 main:574] : INFO : Epoch 1967 | loss: 0.0310038 | val_loss: 0.0312876 | Time: 1586.86 ms
[2020-12-26 21:42:12 main:574] : INFO : Epoch 1968 | loss: 0.0310093 | val_loss: 0.0312655 | Time: 1577.96 ms
[2020-12-26 21:42:13 main:574] : INFO : Epoch 1969 | loss: 0.0310089 | val_loss: 0.0312978 | Time: 1588.6 ms
[2020-12-26 21:42:15 main:574] : INFO : Epoch 1970 | loss: 0.0310113 | val_loss: 0.0312714 | Time: 1596.21 ms
[2020-12-26 21:42:16 main:574] : INFO : Epoch 1971 | loss: 0.0310049 | val_loss: 0.0312896 | Time: 1581.64 ms
[2020-12-26 21:42:18 main:574] : INFO : Epoch 1972 | loss: 0.0310081 | val_loss: 0.0312838 | Time: 1575.93 ms
[2020-12-26 21:42:19 main:574] : INFO : Epoch 1973 | loss: 0.0310338 | val_loss: 0.0312433 | Time: 1589.51 ms
[2020-12-26 21:42:21 main:574] : INFO : Epoch 1974 | loss: 0.031029 | val_loss: 0.0312834 | Time: 1709.95 ms
[2020-12-26 21:42:24 main:574] : INFO : Epoch 1975 | loss: 0.0310114 | val_loss: 0.031278 | Time: 2299.74 ms
[2020-12-26 21:42:26 main:574] : INFO : Epoch 1976 | loss: 0.0310142 | val_loss: 0.03128 | Time: 2098.51 ms
[2020-12-26 21:42:28 main:574] : INFO : Epoch 1977 | loss: 0.0310178 | val_loss: 0.0312807 | Time: 2251.06 ms
[2020-12-26 21:42:30 main:574] : INFO : Epoch 1978 | loss: 0.031011 | val_loss: 0.0313016 | Time: 2104.53 ms
[2020-12-26 21:42:32 main:574] : INFO : Epoch 1979 | loss: 0.0310055 | val_loss: 0.0312647 | Time: 2089.95 ms
[2020-12-26 21:42:34 main:574] : INFO : Epoch 1980 | loss: 0.0310043 | val_loss: 0.0312904 | Time: 2120.63 ms
[2020-12-26 21:42:36 main:574] : INFO : Epoch 1981 | loss: 0.0310025 | val_loss: 0.0312858 | Time: 2060.49 ms
[2020-12-26 21:42:39 main:574] : INFO : Epoch 1982 | loss: 0.0310114 | val_loss: 0.0312896 | Time: 2146.21 ms
[2020-12-26 21:42:41 main:574] : INFO : Epoch 1983 | loss: 0.0310122 | val_loss: 0.031303 | Time: 2045.65 ms
[2020-12-26 21:42:43 main:574] : INFO : Epoch 1984 | loss: 0.0310056 | val_loss: 0.0313009 | Time: 2025.04 ms
[2020-12-26 21:42:45 main:574] : INFO : Epoch 1985 | loss: 0.0309984 | val_loss: 0.0312948 | Time: 2046.89 ms
[2020-12-26 21:42:47 main:574] : INFO : Epoch 1986 | loss: 0.0310037 | val_loss: 0.0312916 | Time: 2111.35 ms
[2020-12-26 21:42:49 main:574] : INFO : Epoch 1987 | loss: 0.0310236 | val_loss: 0.0312653 | Time: 1984.37 ms
[2020-12-26 21:42:51 main:574] : INFO : Epoch 1988 | loss: 0.0310201 | val_loss: 0.0312979 | Time: 2254.46 ms
[2020-12-26 21:42:53 main:574] : INFO : Epoch 1989 | loss: 0.031006 | val_loss: 0.0312736 | Time: 2093.14 ms
[2020-12-26 21:42:55 main:574] : INFO : Epoch 1990 | loss: 0.0310091 | val_loss: 0.0312765 | Time: 1996.96 ms
[2020-12-26 21:42:58 main:574] : INFO : Epoch 1991 | loss: 0.0310195 | val_loss: 0.031255 | Time: 2147.85 ms
[2020-12-26 21:43:00 main:574] : INFO : Epoch 1992 | loss: 0.0310287 | val_loss: 0.0312437 | Time: 2642.5 ms
[2020-12-26 21:43:03 main:574] : INFO : Epoch 1993 | loss: 0.0310377 | val_loss: 0.031299 | Time: 2221.5 ms
[2020-12-26 21:43:05 main:574] : INFO : Epoch 1994 | loss: 0.031014 | val_loss: 0.0312624 | Time: 2158.56 ms
[2020-12-26 21:43:07 main:574] : INFO : Epoch 1995 | loss: 0.0310053 | val_loss: 0.0313246 | Time: 2073.64 ms
[2020-12-26 21:43:09 main:574] : INFO : Epoch 1996 | loss: 0.031011 | val_loss: 0.0312858 | Time: 2124.44 ms
[2020-12-26 21:43:11 main:574] : INFO : Epoch 1997 | loss: 0.031019 | val_loss: 0.0312861 | Time: 2185.9 ms
[2020-12-26 21:43:13 main:574] : INFO : Epoch 1998 | loss: 0.0310115 | val_loss: 0.031297 | Time: 2120.1 ms
[2020-12-26 21:43:15 main:574] : INFO : Epoch 1999 | loss: 0.0310134 | val_loss: 0.0312817 | Time: 2046.36 ms
[2020-12-26 21:43:17 main:574] : INFO : Epoch 2000 | loss: 0.0310119 | val_loss: 0.0312855 | Time: 2062.46 ms
[2020-12-26 21:43:20 main:574] : INFO : Epoch 2001 | loss: 0.0310163 | val_loss: 0.0312909 | Time: 2400.94 ms
[2020-12-26 21:43:22 main:574] : INFO : Epoch 2002 | loss: 0.0310072 | val_loss: 0.0312868 | Time: 2147.52 ms
[2020-12-26 21:43:24 main:574] : INFO : Epoch 2003 | loss: 0.0309996 | val_loss: 0.0313087 | Time: 2182.9 ms
[2020-12-26 21:43:26 main:574] : INFO : Epoch 2004 | loss: 0.0310049 | val_loss: 0.031286 | Time: 2134.74 ms
[2020-12-26 21:43:29 main:574] : INFO : Epoch 2005 | loss: 0.0310113 | val_loss: 0.0312801 | Time: 2144.03 ms
[2020-12-26 21:43:31 main:574] : INFO : Epoch 2006 | loss: 0.0311109 | val_loss: 0.0312241 | Time: 2142.65 ms
[2020-12-26 21:43:33 main:574] : INFO : Epoch 2007 | loss: 0.0312273 | val_loss: 0.0312394 | Time: 2156.58 ms
[2020-12-26 21:43:35 main:574] : INFO : Epoch 2008 | loss: 0.0312233 | val_loss: 0.0312948 | Time: 2059.92 ms
[2020-12-26 21:43:37 main:574] : INFO : Epoch 2009 | loss: 0.0349199 | val_loss: 0.0371048 | Time: 2206.13 ms
[2020-12-26 21:43:40 main:574] : INFO : Epoch 2010 | loss: 0.0323947 | val_loss: 0.0315618 | Time: 2179.21 ms
[2020-12-26 21:43:42 main:574] : INFO : Epoch 2011 | loss: 0.0313883 | val_loss: 0.0312949 | Time: 2225.71 ms
[2020-12-26 21:43:44 main:574] : INFO : Epoch 2012 | loss: 0.0312795 | val_loss: 0.0312606 | Time: 2113.01 ms
[2020-12-26 21:43:46 main:574] : INFO : Epoch 2013 | loss: 0.0312563 | val_loss: 0.0312526 | Time: 2152.36 ms
[2020-12-26 21:43:48 main:574] : INFO : Epoch 2014 | loss: 0.0312524 | val_loss: 0.031252 | Time: 2252.26 ms
[2020-12-26 21:43:51 main:574] : INFO : Epoch 2015 | loss: 0.0312518 | val_loss: 0.0312539 | Time: 2207.93 ms
[2020-12-26 21:43:53 main:574] : INFO : Epoch 2016 | loss: 0.0312526 | val_loss: 0.0312529 | Time: 2076.13 ms
[2020-12-26 21:43:55 main:574] : INFO : Epoch 2017 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 2211.58 ms
[2020-12-26 21:43:57 main:574] : INFO : Epoch 2018 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2155.6 ms
[2020-12-26 21:43:59 main:574] : INFO : Epoch 2019 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 2155.01 ms
[2020-12-26 21:44:01 main:574] : INFO : Epoch 2020 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 2140.79 ms
[2020-12-26 21:44:04 main:574] : INFO : Epoch 2021 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 2125.11 ms
[2020-12-26 21:44:06 main:574] : INFO : Epoch 2022 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 2077.44 ms
[2020-12-26 21:44:08 main:574] : INFO : Epoch 2023 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 2030.44 ms
[2020-12-26 21:44:10 main:574] : INFO : Epoch 2024 | loss: 0.031251 | val_loss: 0.031253 | Time: 2068.22 ms
[2020-12-26 21:44:12 main:574] : INFO : Epoch 2025 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 2063.19 ms
[2020-12-26 21:44:14 main:574] : INFO : Epoch 2026 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2046.05 ms
[2020-12-26 21:44:16 main:574] : INFO : Epoch 2027 | loss: 0.031251 | val_loss: 0.0312519 | Time: 2079.37 ms
[2020-12-26 21:44:18 main:574] : INFO : Epoch 2028 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 2164.54 ms
[2020-12-26 21:44:20 main:574] : INFO : Epoch 2029 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2089.2 ms
[2020-12-26 21:44:23 main:574] : INFO : Epoch 2030 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2129.58 ms
[2020-12-26 21:44:25 main:574] : INFO : Epoch 2031 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2053.97 ms
[2020-12-26 21:44:27 main:574] : INFO : Epoch 2032 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2023.81 ms
[2020-12-26 21:44:29 main:574] : INFO : Epoch 2033 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2087.2 ms
[2020-12-26 21:44:31 main:574] : INFO : Epoch 2034 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2024.65 ms
[2020-12-26 21:44:33 main:574] : INFO : Epoch 2035 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2030.87 ms
[2020-12-26 21:44:35 main:574] : INFO : Epoch 2036 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2036.89 ms
[2020-12-26 21:44:37 main:574] : INFO : Epoch 2037 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 2023.91 ms
[2020-12-26 21:44:39 main:574] : INFO : Epoch 2038 | loss: 0.031251 | val_loss: 0.0312503 | Time: 2119.58 ms
[2020-12-26 21:44:41 main:574] : INFO : Epoch 2039 | loss: 0.0312508 | val_loss: 0.031251 | Time: 2096 ms
[2020-12-26 21:44:43 main:574] : INFO : Epoch 2040 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2118.48 ms
[2020-12-26 21:44:46 main:574] : INFO : Epoch 2041 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2154.53 ms
[2020-12-26 21:44:48 main:574] : INFO : Epoch 2042 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2064.96 ms
[2020-12-26 21:44:50 main:574] : INFO : Epoch 2043 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2103.38 ms
[2020-12-26 21:44:52 main:574] : INFO : Epoch 2044 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2060.11 ms
[2020-12-26 21:44:54 main:574] : INFO : Epoch 2045 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2160.01 ms
[2020-12-26 21:44:56 main:574] : INFO : Epoch 2046 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2037.33 ms
[2020-12-26 21:44:58 main:574] : INFO : Epoch 2047 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2089.77 ms
[2020-12-26 21:45:00 main:574] : INFO : Epoch 2048 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2155.1 ms
[2020-12-26 21:45:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312513
[2020-12-26 21:45:01 main:603] : INFO : Saving end state to config to file
[2020-12-26 21:45:01 main:608] : INFO : Success, exiting..
21:45:01 (12496): 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)