Task 5177875
| Name | ParityModified-1619579078-17308-0_2 |
| Workunit | 3061575 |
| Created | 11 May 2021, 20:30:31 UTC |
| Sent | 11 May 2021, 21:18:06 UTC |
| Report deadline | 19 May 2021, 21:18:06 UTC |
| Received | 12 May 2021, 5:50:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9338 |
| Run time | 1 hours 12 min 20 sec |
| CPU time | 1 hours 6 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,440.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 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: 0.0312155 | val_loss: 0.0312136 | Time: 2085.2 ms
[2021-05-12 12:31:06 main:574] : INFO : Epoch 1543 | loss: 0.031217 | val_loss: 0.0312163 | Time: 2021.92 ms
[2021-05-12 12:31:08 main:574] : INFO : Epoch 1544 | loss: 0.0312171 | val_loss: 0.0312214 | Time: 2043.89 ms
[2021-05-12 12:31:10 main:574] : INFO : Epoch 1545 | loss: 0.0312154 | val_loss: 0.0312119 | Time: 2062.39 ms
[2021-05-12 12:31:12 main:574] : INFO : Epoch 1546 | loss: 0.0312122 | val_loss: 0.0312123 | Time: 2056.79 ms
[2021-05-12 12:31:15 main:574] : INFO : Epoch 1547 | loss: 0.0312135 | val_loss: 0.0312107 | Time: 2102.24 ms
[2021-05-12 12:31:17 main:574] : INFO : Epoch 1548 | loss: 0.0312117 | val_loss: 0.0312124 | Time: 2096.11 ms
[2021-05-12 12:31:19 main:574] : INFO : Epoch 1549 | loss: 0.0312143 | val_loss: 0.0312082 | Time: 2124.31 ms
[2021-05-12 12:31:21 main:574] : INFO : Epoch 1550 | loss: 0.0312108 | val_loss: 0.0312088 | Time: 1873.67 ms
[2021-05-12 12:31:23 main:574] : INFO : Epoch 1551 | loss: 0.03121 | val_loss: 0.0312156 | Time: 2005.96 ms
[2021-05-12 12:31:26 main:574] : INFO : Epoch 1552 | loss: 0.0312102 | val_loss: 0.0312086 | Time: 2067.07 ms
[2021-05-12 12:31:28 main:574] : INFO : Epoch 1553 | loss: 0.0312091 | val_loss: 0.031206 | Time: 2039.07 ms
[2021-05-12 12:31:30 main:574] : INFO : Epoch 1554 | loss: 0.0312079 | val_loss: 0.0312056 | Time: 2039.38 ms
[2021-05-12 12:31:32 main:574] : INFO : Epoch 1555 | loss: 0.0312097 | val_loss: 0.0312075 | Time: 1807.91 ms
[2021-05-12 12:31:34 main:574] : INFO : Epoch 1556 | loss: 0.0312083 | val_loss: 0.031205 | Time: 2122.62 ms
[2021-05-12 12:31:36 main:574] : INFO : Epoch 1557 | loss: 0.0312074 | val_loss: 0.031206 | Time: 2039.9 ms
[2021-05-12 12:31:38 main:574] : INFO : Epoch 1558 | loss: 0.0312092 | val_loss: 0.031208 | Time: 2059.64 ms
[2021-05-12 12:31:41 main:574] : INFO : Epoch 1559 | loss: 0.0312056 | val_loss: 0.0312032 | Time: 2038.81 ms
[2021-05-12 12:31:43 main:574] : INFO : Epoch 1560 | loss: 0.0312075 | val_loss: 0.0312062 | Time: 1834.76 ms
[2021-05-12 12:31:45 main:574] : INFO : Epoch 1561 | loss: 0.0312081 | val_loss: 0.031205 | Time: 2049.04 ms
[2021-05-12 12:31:47 main:574] : INFO : Epoch 1562 | loss: 0.0312058 | val_loss: 0.0312039 | Time: 2110.32 ms
[2021-05-12 12:31:49 main:574] : INFO : Epoch 1563 | loss: 0.0312069 | val_loss: 0.0312013 | Time: 2050.85 ms
[2021-05-12 12:31:51 main:574] : INFO : Epoch 1564 | loss: 0.0312046 | val_loss: 0.0311993 | Time: 1861.02 ms
[2021-05-12 12:31:53 main:574] : INFO : Epoch 1565 | loss: 0.0312072 | val_loss: 0.0312019 | Time: 1978.01 ms
[2021-05-12 12:31:55 main:574] : INFO : Epoch 1566 | loss: 0.0312081 | val_loss: 0.0312061 | Time: 2032.81 ms
[2021-05-12 12:31:58 main:574] : INFO : Epoch 1567 | loss: 0.0312132 | val_loss: 0.0312133 | Time: 2089.68 ms
[2021-05-12 12:32:00 main:574] : INFO : Epoch 1568 | loss: 0.0312095 | val_loss: 0.0312097 | Time: 2027.62 ms
[2021-05-12 12:32:02 main:574] : INFO : Epoch 1569 | loss: 0.0312079 | val_loss: 0.0312025 | Time: 1792.93 ms
[2021-05-12 12:32:04 main:574] : INFO : Epoch 1570 | loss: 0.0312054 | val_loss: 0.0311991 | Time: 2053.23 ms
[2021-05-12 12:32:06 main:574] : INFO : Epoch 1571 | loss: 0.0311996 | val_loss: 0.0311956 | Time: 2013.2 ms
[2021-05-12 12:32:08 main:574] : INFO : Epoch 1572 | loss: 0.0312007 | val_loss: 0.0311968 | Time: 2110.98 ms
[2021-05-12 12:32:11 main:574] : INFO : Epoch 1573 | loss: 0.0312046 | val_loss: 0.0311976 | Time: 2067.13 ms
[2021-05-12 12:32:13 main:574] : INFO : Epoch 1574 | loss: 0.0312106 | val_loss: 0.0312151 | Time: 2009.64 ms
[2021-05-12 12:32:15 main:574] : INFO : Epoch 1575 | loss: 0.0312079 | val_loss: 0.0311954 | Time: 2138.19 ms
[2021-05-12 12:32:17 main:574] : INFO : Epoch 1576 | loss: 0.0312022 | val_loss: 0.0312058 | Time: 2018.97 ms
[2021-05-12 12:32:19 main:574] : INFO : Epoch 1577 | loss: 0.0312093 | val_loss: 0.0311954 | Time: 2136.96 ms
[2021-05-12 12:32:21 main:574] : INFO : Epoch 1578 | loss: 0.0312086 | val_loss: 0.0312061 | Time: 1829 ms
[2021-05-12 12:32:24 main:574] : INFO : Epoch 1579 | loss: 0.0312 | val_loss: 0.0312277 | Time: 2015.1 ms
[2021-05-12 12:32:26 main:574] : INFO : Epoch 1580 | loss: 0.0312026 | val_loss: 0.031197 | Time: 2003.94 ms
[2021-05-12 12:32:28 main:574] : INFO : Epoch 1581 | loss: 0.0312069 | val_loss: 0.0312171 | Time: 2064.99 ms
[2021-05-12 12:32:30 main:574] : INFO : Epoch 1582 | loss: 0.0312004 | val_loss: 0.031195 | Time: 2066.36 ms
[2021-05-12 12:32:32 main:574] : INFO : Epoch 1583 | loss: 0.0312036 | val_loss: 0.0312323 | Time: 1809.38 ms
[2021-05-12 12:32:35 main:574] : INFO : Epoch 1584 | loss: 0.0312017 | val_loss: 0.0311974 | Time: 2097.15 ms
[2021-05-12 12:32:37 main:574] : INFO : Epoch 1585 | loss: 0.0312048 | val_loss: 0.0311968 | Time: 2080.31 ms
[2021-05-12 12:32:39 main:574] : INFO : Epoch 1586 | loss: 0.0312185 | val_loss: 0.0311986 | Time: 2014.43 ms
[2021-05-12 12:32:41 main:574] : INFO : Epoch 1587 | loss: 0.0311975 | val_loss: 0.031194 | Time: 1960.76 ms
[2021-05-12 12:32:43 main:574] : INFO : Epoch 1588 | loss: 0.0312123 | val_loss: 0.0312447 | Time: 1908.2 ms
[2021-05-12 12:32:45 main:574] : INFO : Epoch 1589 | loss: 0.0312134 | val_loss: 0.031193 | Time: 2123.37 ms
[2021-05-12 12:32:47 main:574] : INFO : Epoch 1590 | loss: 0.031198 | val_loss: 0.0311948 | Time: 2105.84 ms
[2021-05-12 12:32:50 main:574] : INFO : Epoch 1591 | loss: 0.0311968 | val_loss: 0.0312071 | Time: 2107.17 ms
[2021-05-12 12:32:52 main:574] : INFO : Epoch 1592 | loss: 0.0312018 | val_loss: 0.0311939 | Time: 1857.52 ms
[2021-05-12 12:32:54 main:574] : INFO : Epoch 1593 | loss: 0.0311973 | val_loss: 0.031204 | Time: 2045.84 ms
[2021-05-12 12:32:56 main:574] : INFO : Epoch 1594 | loss: 0.0312043 | val_loss: 0.0312189 | Time: 2127.23 ms
[2021-05-12 12:32:58 main:574] : INFO : Epoch 1595 | loss: 0.0312113 | val_loss: 0.0311983 | Time: 2142.93 ms
[2021-05-12 12:33:01 main:574] : INFO : Epoch 1596 | loss: 0.0312069 | val_loss: 0.0312315 | Time: 2069.65 ms
[2021-05-12 12:33:03 main:574] : INFO : Epoch 1597 | loss: 0.0312092 | val_loss: 0.0311929 | Time: 1833.76 ms
[2021-05-12 12:33:05 main:574] : INFO : Epoch 1598 | loss: 0.0311983 | val_loss: 0.0312039 | Time: 2124.98 ms
[2021-05-12 12:33:07 main:574] : INFO : Epoch 1599 | loss: 0.0312083 | val_loss: 0.0311946 | Time: 2020.73 ms
[2021-05-12 12:33:09 main:574] : INFO : Epoch 1600 | loss: 0.0311961 | val_loss: 0.0311936 | Time: 2077.13 ms
[2021-05-12 12:33:11 main:574] : INFO : Epoch 1601 | loss: 0.0311976 | val_loss: 0.0312071 | Time: 1951.57 ms
[2021-05-12 12:33:13 main:574] : INFO : Epoch 1602 | loss: 0.0312073 | val_loss: 0.0312007 | Time: 2070.57 ms
[2021-05-12 12:33:16 main:574] : INFO : Epoch 1603 | loss: 0.0311981 | val_loss: 0.0311961 | Time: 2060.77 ms
[2021-05-12 12:33:18 main:574] : INFO : Epoch 1604 | loss: 0.0312059 | val_loss: 0.0312457 | Time: 2104.38 ms
[2021-05-12 12:33:20 main:574] : INFO : Epoch 1605 | loss: 0.0312285 | val_loss: 0.0312068 | Time: 2119.89 ms
[2021-05-12 12:33:22 main:574] : INFO : Epoch 1606 | loss: 0.0312012 | val_loss: 0.0311951 | Time: 1857.52 ms
[2021-05-12 12:33:24 main:574] : INFO : Epoch 1607 | loss: 0.0312022 | val_loss: 0.0311922 | Time: 2007.19 ms
[2021-05-12 12:33:26 main:574] : INFO : Epoch 1608 | loss: 0.031198 | val_loss: 0.0311922 | Time: 2077.56 ms
[2021-05-12 12:33:29 main:574] : INFO : Epoch 1609 | loss: 0.0311967 | val_loss: 0.031197 | Time: 2054.62 ms
[2021-05-12 12:33:31 main:574] : INFO : Epoch 1610 | loss: 0.0311972 | val_loss: 0.0311918 | Time: 2072.15 ms
[2021-05-12 12:33:33 main:574] : INFO : Epoch 1611 | loss: 0.0312051 | val_loss: 0.0312105 | Time: 1877.13 ms
[2021-05-12 12:33:35 main:574] : INFO : Epoch 1612 | loss: 0.0312031 | val_loss: 0.0311938 | Time: 2122.59 ms
[2021-05-12 12:33:37 main:574] : INFO : Epoch 1613 | loss: 0.0312001 | val_loss: 0.0312407 | Time: 2106.99 ms
[2021-05-12 12:33:40 main:574] : INFO : Epoch 1614 | loss: 0.0312264 | val_loss: 0.0312176 | Time: 2022.19 ms
[2021-05-12 12:33:41 main:574] : INFO : Epoch 1615 | loss: 0.0312019 | val_loss: 0.0312012 | Time: 1798.96 ms
[2021-05-12 12:33:44 main:574] : INFO : Epoch 1616 | loss: 0.0312068 | val_loss: 0.0311961 | Time: 2054.64 ms
[2021-05-12 12:33:46 main:574] : INFO : Epoch 1617 | loss: 0.0312101 | val_loss: 0.0312011 | Time: 2107.5 ms
[2021-05-12 12:33:48 main:574] : INFO : Epoch 1618 | loss: 0.031199 | val_loss: 0.0311917 | Time: 2070.69 ms
[2021-05-12 12:33:50 main:574] : INFO : Epoch 1619 | loss: 0.031196 | val_loss: 0.0312149 | Time: 2092.56 ms
[2021-05-12 12:33:52 main:574] : INFO : Epoch 1620 | loss: 0.031205 | val_loss: 0.031198 | Time: 1810.78 ms
[2021-05-12 12:33:54 main:574] : INFO : Epoch 1621 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 2058.38 ms
[2021-05-12 12:33:56 main:574] : INFO : Epoch 1622 | loss: 0.0311984 | val_loss: 0.0311915 | Time: 2065.71 ms
[2021-05-12 12:33:58 main:574] : INFO : Epoch 1623 | loss: 0.0311949 | val_loss: 0.0311942 | Time: 2065.21 ms
[2021-05-12 12:34:01 main:574] : INFO : Epoch 1624 | loss: 0.0312011 | val_loss: 0.0312043 | Time: 2028.83 ms
[2021-05-12 12:34:03 main:574] : INFO : Epoch 1625 | loss: 0.0312001 | val_loss: 0.0312036 | Time: 1852.42 ms
[2021-05-12 12:34:05 main:574] : INFO : Epoch 1626 | loss: 0.0311984 | val_loss: 0.0311978 | Time: 1974.04 ms
[2021-05-12 12:34:07 main:574] : INFO : Epoch 1627 | loss: 0.0311966 | val_loss: 0.0311912 | Time: 2092.09 ms
[2021-05-12 12:34:09 main:574] : INFO : Epoch 1628 | loss: 0.0311948 | val_loss: 0.0311976 | Time: 2091.81 ms
[2021-05-12 12:34:11 main:574] : INFO : Epoch 1629 | loss: 0.0311991 | val_loss: 0.0311904 | Time: 1936.9 ms
[2021-05-12 12:34:13 main:574] : INFO : Epoch 1630 | loss: 0.0311961 | val_loss: 0.0311979 | Time: 2106.46 ms
[2021-05-12 12:34:16 main:574] : INFO : Epoch 1631 | loss: 0.0312092 | val_loss: 0.0312103 | Time: 2059.51 ms
[2021-05-12 12:34:18 main:574] : INFO : Epoch 1632 | loss: 0.031195 | val_loss: 0.031202 | Time: 2082.88 ms
[2021-05-12 12:34:20 main:574] : INFO : Epoch 1633 | loss: 0.0312005 | val_loss: 0.0311944 | Time: 2068.7 ms
[2021-05-12 12:34:22 main:574] : INFO : Epoch 1634 | loss: 0.0312121 | val_loss: 0.0312026 | Time: 1807.85 ms
[2021-05-12 12:34:24 main:574] : INFO : Epoch 1635 | loss: 0.0311963 | val_loss: 0.0312103 | Time: 2059.78 ms
[2021-05-12 12:34:26 main:574] : INFO : Epoch 1636 | loss: 0.0312048 | val_loss: 0.0311876 | Time: 2022.44 ms
[2021-05-12 12:34:29 main:574] : INFO : Epoch 1637 | loss: 0.0311911 | val_loss: 0.0311857 | Time: 2084.12 ms
[2021-05-12 12:34:31 main:574] : INFO : Epoch 1638 | loss: 0.0312042 | val_loss: 0.0311866 | Time: 2049.23 ms
[2021-05-12 12:34:33 main:574] : INFO : Epoch 1639 | loss: 0.0311918 | val_loss: 0.0311849 | Time: 1910.94 ms
[2021-05-12 12:34:35 main:574] : INFO : Epoch 1640 | loss: 0.0311889 | val_loss: 0.0311866 | Time: 2072.16 ms
[2021-05-12 12:34:37 main:574] : INFO : Epoch 1641 | loss: 0.0311906 | val_loss: 0.0311848 | Time: 2065.07 ms
[2021-05-12 12:34:39 main:574] : INFO : Epoch 1642 | loss: 0.0311948 | val_loss: 0.0311861 | Time: 2044.49 ms
[2021-05-12 12:34:42 main:574] : INFO : Epoch 1643 | loss: 0.0311912 | val_loss: 0.0311908 | Time: 1819.05 ms
[2021-05-12 12:34:44 main:574] : INFO : Epoch 1644 | loss: 0.0311906 | val_loss: 0.0312023 | Time: 2032.99 ms
[2021-05-12 12:34:46 main:574] : INFO : Epoch 1645 | loss: 0.0311945 | val_loss: 0.0311849 | Time: 2069.88 ms
[2021-05-12 12:34:48 main:574] : INFO : Epoch 1646 | loss: 0.0311958 | val_loss: 0.0312155 | Time: 2048.21 ms
[2021-05-12 12:34:50 main:574] : INFO : Epoch 1647 | loss: 0.031191 | val_loss: 0.0311845 | Time: 2096.81 ms
[2021-05-12 12:34:52 main:574] : INFO : Epoch 1648 | loss: 0.0311893 | val_loss: 0.0312004 | Time: 1837.87 ms
[2021-05-12 12:34:55 main:574] : INFO : Epoch 1649 | loss: 0.0311969 | val_loss: 0.0312083 | Time: 2093.65 ms
[2021-05-12 12:34:57 main:574] : INFO : Epoch 1650 | loss: 0.0312007 | val_loss: 0.0312053 | Time: 2077.7 ms
[2021-05-12 12:34:59 main:574] : INFO : Epoch 1651 | loss: 0.0312044 | val_loss: 0.0311847 | Time: 2061.49 ms
[2021-05-12 12:35:01 main:574] : INFO : Epoch 1652 | loss: 0.0311898 | val_loss: 0.0311909 | Time: 1997.12 ms
[2021-05-12 12:35:03 main:574] : INFO : Epoch 1653 | loss: 0.0311902 | val_loss: 0.0311856 | Time: 2000.99 ms
[2021-05-12 12:35:05 main:574] : INFO : Epoch 1654 | loss: 0.0311915 | val_loss: 0.0311913 | Time: 2084.4 ms
[2021-05-12 12:35:08 main:574] : INFO : Epoch 1655 | loss: 0.0311951 | val_loss: 0.0311856 | Time: 2164.3 ms
[2021-05-12 12:35:10 main:574] : INFO : Epoch 1656 | loss: 0.0311995 | val_loss: 0.0312292 | Time: 2056.49 ms
[2021-05-12 12:35:12 main:574] : INFO : Epoch 1657 | loss: 0.031195 | val_loss: 0.031192 | Time: 1873.08 ms
[2021-05-12 12:35:14 main:574] : INFO : Epoch 1658 | loss: 0.0311945 | val_loss: 0.0311883 | Time: 2071.33 ms
[2021-05-12 12:35:16 main:574] : INFO : Epoch 1659 | loss: 0.0311886 | val_loss: 0.0311821 | Time: 2057.8 ms
[2021-05-12 12:35:19 main:574] : INFO : Epoch 1660 | loss: 0.031189 | val_loss: 0.031182 | Time: 2033.33 ms
[2021-05-12 12:35:21 main:574] : INFO : Epoch 1661 | loss: 0.0311869 | val_loss: 0.0311839 | Time: 2005.89 ms
[2021-05-12 12:35:23 main:574] : INFO : Epoch 1662 | loss: 0.0311879 | val_loss: 0.0311854 | Time: 1867.56 ms
[2021-05-12 12:35:25 main:574] : INFO : Epoch 1663 | loss: 0.0311871 | val_loss: 0.0312049 | Time: 2039.24 ms
[2021-05-12 12:35:27 main:574] : INFO : Epoch 1664 | loss: 0.0311914 | val_loss: 0.0312075 | Time: 2104.3 ms
[2021-05-12 12:35:29 main:574] : INFO : Epoch 1665 | loss: 0.0311901 | val_loss: 0.0311961 | Time: 2043.75 ms
[2021-05-12 12:35:31 main:574] : INFO : Epoch 1666 | loss: 0.0312011 | val_loss: 0.0311895 | Time: 1842.22 ms
[2021-05-12 12:35:33 main:574] : INFO : Epoch 1667 | loss: 0.0312043 | val_loss: 0.0312155 | Time: 2004.34 ms
[2021-05-12 12:35:36 main:574] : INFO : Epoch 1668 | loss: 0.0312138 | val_loss: 0.0311862 | Time: 2110.57 ms
[2021-05-12 12:35:38 main:574] : INFO : Epoch 1669 | loss: 0.0311998 | val_loss: 0.031199 | Time: 2087.27 ms
[2021-05-12 12:35:40 main:574] : INFO : Epoch 1670 | loss: 0.0311877 | val_loss: 0.0311829 | Time: 2108.76 ms
[2021-05-12 12:35:42 main:574] : INFO : Epoch 1671 | loss: 0.031185 | val_loss: 0.0311825 | Time: 2202.51 ms
[2021-05-12 12:35:45 main:574] : INFO : Epoch 1672 | loss: 0.0311862 | val_loss: 0.0311833 | Time: 2081.71 ms
[2021-05-12 12:35:47 main:574] : INFO : Epoch 1673 | loss: 0.0311866 | val_loss: 0.0311877 | Time: 2052.52 ms
[2021-05-12 12:35:49 main:574] : INFO : Epoch 1674 | loss: 0.0312153 | val_loss: 0.0311965 | Time: 2036.56 ms
[2021-05-12 12:35:51 main:574] : INFO : Epoch 1675 | loss: 0.0312015 | val_loss: 0.031191 | Time: 1919.45 ms
[2021-05-12 12:35:53 main:574] : INFO : Epoch 1676 | loss: 0.0311987 | val_loss: 0.0312268 | Time: 2038.14 ms
[2021-05-12 12:35:56 main:574] : INFO : Epoch 1677 | loss: 0.0311962 | val_loss: 0.0311922 | Time: 2107.65 ms
[2021-05-12 12:35:58 main:574] : INFO : Epoch 1678 | loss: 0.0311886 | val_loss: 0.0311862 | Time: 2073.84 ms
[2021-05-12 12:36:00 main:574] : INFO : Epoch 1679 | loss: 0.0311853 | val_loss: 0.0311809 | Time: 2165.95 ms
[2021-05-12 12:36:02 main:574] : INFO : Epoch 1680 | loss: 0.0311865 | val_loss: 0.0311804 | Time: 1888.28 ms
[2021-05-12 12:36:04 main:574] : INFO : Epoch 1681 | loss: 0.0311919 | val_loss: 0.0312031 | Time: 2169.31 ms
[2021-05-12 12:36:07 main:574] : INFO : Epoch 1682 | loss: 0.031206 | val_loss: 0.0311949 | Time: 2123.74 ms
[2021-05-12 12:36:09 main:574] : INFO : Epoch 1683 | loss: 0.031191 | val_loss: 0.0311923 | Time: 2139.18 ms
[2021-05-12 12:36:11 main:574] : INFO : Epoch 1684 | loss: 0.0311914 | val_loss: 0.0311827 | Time: 1942.6 ms
[2021-05-12 12:36:13 main:574] : INFO : Epoch 1685 | loss: 0.0311882 | val_loss: 0.0311838 | Time: 1906.75 ms
[2021-05-12 12:36:15 main:574] : INFO : Epoch 1686 | loss: 0.0311858 | val_loss: 0.0311914 | Time: 2066.09 ms
[2021-05-12 12:36:17 main:574] : INFO : Epoch 1687 | loss: 0.031194 | val_loss: 0.0311839 | Time: 2061.94 ms
[2021-05-12 12:36:20 main:574] : INFO : Epoch 1688 | loss: 0.0311879 | val_loss: 0.0311853 | Time: 2071.75 ms
[2021-05-12 12:36:22 main:574] : INFO : Epoch 1689 | loss: 0.0311866 | val_loss: 0.031199 | Time: 1808.21 ms
[2021-05-12 12:36:24 main:574] : INFO : Epoch 1690 | loss: 0.0312012 | val_loss: 0.0311919 | Time: 2112.38 ms
[2021-05-12 12:36:26 main:574] : INFO : Epoch 1691 | loss: 0.0311889 | val_loss: 0.0311824 | Time: 2045.88 ms
[2021-05-12 12:36:28 main:574] : INFO : Epoch 1692 | loss: 0.0311827 | val_loss: 0.0311897 | Time: 2074.34 ms
[2021-05-12 12:36:30 main:574] : INFO : Epoch 1693 | loss: 0.0311867 | val_loss: 0.0311798 | Time: 2059.58 ms
[2021-05-12 12:36:32 main:574] : INFO : Epoch 1694 | loss: 0.031186 | val_loss: 0.0311878 | Time: 1807.45 ms
[2021-05-12 12:36:35 main:574] : INFO : Epoch 1695 | loss: 0.0312012 | val_loss: 0.0312203 | Time: 2018.36 ms
[2021-05-12 12:36:37 main:574] : INFO : Epoch 1696 | loss: 0.0312039 | val_loss: 0.0312087 | Time: 2039.25 ms
[2021-05-12 12:36:39 main:574] : INFO : Epoch 1697 | loss: 0.0312027 | val_loss: 0.0312228 | Time: 2144.18 ms
[2021-05-12 12:36:41 main:574] : INFO : Epoch 1698 | loss: 0.0311925 | val_loss: 0.0311803 | Time: 1931.75 ms
[2021-05-12 12:36:43 main:574] : INFO : Epoch 1699 | loss: 0.03119 | val_loss: 0.0311908 | Time: 1932.54 ms
[2021-05-12 12:36:45 main:574] : INFO : Epoch 1700 | loss: 0.0311841 | val_loss: 0.0311798 | Time: 2090.41 ms
[2021-05-12 12:36:48 main:574] : INFO : Epoch 1701 | loss: 0.031191 | val_loss: 0.0311792 | Time: 2072.98 ms
[2021-05-12 12:36:50 main:574] : INFO : Epoch 1702 | loss: 0.031205 | val_loss: 0.0311927 | Time: 2081.27 ms
[2021-05-12 12:36:52 main:574] : INFO : Epoch 1703 | loss: 0.0311887 | val_loss: 0.0311785 | Time: 1768.6 ms
[2021-05-12 12:36:54 main:574] : INFO : Epoch 1704 | loss: 0.0311825 | val_loss: 0.0311804 | Time: 2088.33 ms
[2021-05-12 12:36:56 main:574] : INFO : Epoch 1705 | loss: 0.0311835 | val_loss: 0.0311848 | Time: 2002.62 ms
[2021-05-12 12:36:58 main:574] : INFO : Epoch 1706 | loss: 0.0311871 | val_loss: 0.031182 | Time: 2088.75 ms
[2021-05-12 12:37:00 main:574] : INFO : Epoch 1707 | loss: 0.0311822 | val_loss: 0.0311775 | Time: 2033.19 ms
[2021-05-12 12:37:02 main:574] : INFO : Epoch 1708 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 1795.85 ms
[2021-05-12 12:37:04 main:574] : INFO : Epoch 1709 | loss: 0.0311814 | val_loss: 0.031177 | Time: 2049.12 ms
[2021-05-12 12:37:06 main:574] : INFO : Epoch 1710 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 2102.3 ms
[2021-05-12 12:37:08 main:574] : INFO : Epoch 1711 | loss: 0.0311829 | val_loss: 0.0311772 | Time: 2026.97 ms
[2021-05-12 12:37:11 main:574] : INFO : Epoch 1712 | loss: 0.0311858 | val_loss: 0.0311761 | Time: 2076.43 ms
[2021-05-12 12:37:13 main:574] : INFO : Epoch 1713 | loss: 0.0311922 | val_loss: 0.0311833 | Time: 1921.57 ms
[2021-05-12 12:37:15 main:574] : INFO : Epoch 1714 | loss: 0.0311876 | val_loss: 0.0311975 | Time: 2092.15 ms
[2021-05-12 12:37:17 main:574] : INFO : Epoch 1715 | loss: 0.0311917 | val_loss: 0.0311802 | Time: 2062.27 ms
[2021-05-12 12:37:19 main:574] : INFO : Epoch 1716 | loss: 0.0311825 | val_loss: 0.0311895 | Time: 2161.38 ms
[2021-05-12 12:37:21 main:574] : INFO : Epoch 1717 | loss: 0.0311847 | val_loss: 0.0311768 | Time: 1863.19 ms
[2021-05-12 12:37:23 main:574] : INFO : Epoch 1718 | loss: 0.0311807 | val_loss: 0.0311762 | Time: 1988.8 ms
[2021-05-12 12:37:25 main:574] : INFO : Epoch 1719 | loss: 0.031183 | val_loss: 0.0311983 | Time: 2087.95 ms
[2021-05-12 12:37:28 main:574] : INFO : Epoch 1720 | loss: 0.0311822 | val_loss: 0.0311788 | Time: 2122.44 ms
[2021-05-12 12:37:30 main:574] : INFO : Epoch 1721 | loss: 0.0311815 | val_loss: 0.031182 | Time: 2012.99 ms
[2021-05-12 12:37:32 main:574] : INFO : Epoch 1722 | loss: 0.0311856 | val_loss: 0.0311774 | Time: 1804.69 ms
[2021-05-12 12:37:34 main:574] : INFO : Epoch 1723 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 2146.4 ms
[2021-05-12 12:37:36 main:574] : INFO : Epoch 1724 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 2078.3 ms
[2021-05-12 12:37:38 main:574] : INFO : Epoch 1725 | loss: 0.0311992 | val_loss: 0.0311856 | Time: 2046.04 ms
[2021-05-12 12:37:40 main:574] : INFO : Epoch 1726 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 2021.94 ms
[2021-05-12 12:37:42 main:574] : INFO : Epoch 1727 | loss: 0.0311849 | val_loss: 0.0311772 | Time: 1865.62 ms
[2021-05-12 12:37:44 main:574] : INFO : Epoch 1728 | loss: 0.0311816 | val_loss: 0.0311754 | Time: 2116.05 ms
[2021-05-12 12:37:47 main:574] : INFO : Epoch 1729 | loss: 0.0311831 | val_loss: 0.031179 | Time: 2059.46 ms
[2021-05-12 12:37:49 main:574] : INFO : Epoch 1730 | loss: 0.031181 | val_loss: 0.031184 | Time: 2123.87 ms
[2021-05-12 12:37:51 main:574] : INFO : Epoch 1731 | loss: 0.0311913 | val_loss: 0.031179 | Time: 1954.23 ms
[2021-05-12 12:37:53 main:574] : INFO : Epoch 1732 | loss: 0.0311909 | val_loss: 0.0311856 | Time: 1971.27 ms
[2021-05-12 12:37:55 main:574] : INFO : Epoch 1733 | loss: 0.0311817 | val_loss: 0.031176 | Time: 2124.39 ms
[2021-05-12 12:37:58 main:574] : INFO : Epoch 1734 | loss: 0.0311804 | val_loss: 0.0311885 | Time: 2061.92 ms
[2021-05-12 12:38:00 main:574] : INFO : Epoch 1735 | loss: 0.0311835 | val_loss: 0.031176 | Time: 2046.21 ms
[2021-05-12 12:38:02 main:574] : INFO : Epoch 1736 | loss: 0.0311779 | val_loss: 0.0311748 | Time: 1813.21 ms
[2021-05-12 12:38:04 main:574] : INFO : Epoch 1737 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 2062.97 ms
[2021-05-12 12:38:06 main:574] : INFO : Epoch 1738 | loss: 0.0311794 | val_loss: 0.0311738 | Time: 2100.92 ms
[2021-05-12 12:38:08 main:574] : INFO : Epoch 1739 | loss: 0.0311912 | val_loss: 0.0311912 | Time: 2156.29 ms
[2021-05-12 12:38:11 main:574] : INFO : Epoch 1740 | loss: 0.0311919 | val_loss: 0.031192 | Time: 2073.27 ms
[2021-05-12 12:38:13 main:574] : INFO : Epoch 1741 | loss: 0.031185 | val_loss: 0.0311884 | Time: 1825.24 ms
[2021-05-12 12:38:15 main:574] : INFO : Epoch 1742 | loss: 0.0311828 | val_loss: 0.0311775 | Time: 1994.36 ms
[2021-05-12 12:38:17 main:574] : INFO : Epoch 1743 | loss: 0.031189 | val_loss: 0.0311796 | Time: 2136.86 ms
[2021-05-12 12:38:19 main:574] : INFO : Epoch 1744 | loss: 0.0311871 | val_loss: 0.0311937 | Time: 2088.8 ms
[2021-05-12 12:38:21 main:574] : INFO : Epoch 1745 | loss: 0.0311812 | val_loss: 0.0311756 | Time: 1957.75 ms
[2021-05-12 12:38:23 main:574] : INFO : Epoch 1746 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 1974.5 ms
[2021-05-12 12:38:25 main:574] : INFO : Epoch 1747 | loss: 0.0311814 | val_loss: 0.031177 | Time: 2029.18 ms
[2021-05-12 12:38:28 main:574] : INFO : Epoch 1748 | loss: 0.0311803 | val_loss: 0.0312015 | Time: 1981.96 ms
[2021-05-12 12:38:30 main:574] : INFO : Epoch 1749 | loss: 0.0311823 | val_loss: 0.0311738 | Time: 2044.16 ms
[2021-05-12 12:38:32 main:574] : INFO : Epoch 1750 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 1810.82 ms
[2021-05-12 12:38:34 main:574] : INFO : Epoch 1751 | loss: 0.0311765 | val_loss: 0.031178 | Time: 2084.23 ms
[2021-05-12 12:38:36 main:574] : INFO : Epoch 1752 | loss: 0.031177 | val_loss: 0.0312202 | Time: 2020.42 ms
[2021-05-12 12:38:39 main:574] : INFO : Epoch 1753 | loss: 0.0311932 | val_loss: 0.0311802 | Time: 2076.78 ms
[2021-05-12 12:38:41 main:574] : INFO : Epoch 1754 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 2054.79 ms
[2021-05-12 12:38:43 main:574] : INFO : Epoch 1755 | loss: 0.031179 | val_loss: 0.0311745 | Time: 1840.68 ms
[2021-05-12 12:38:45 main:574] : INFO : Epoch 1756 | loss: 0.0311903 | val_loss: 0.0311838 | Time: 2093.07 ms
[2021-05-12 12:38:47 main:574] : INFO : Epoch 1757 | loss: 0.0311807 | val_loss: 0.0311773 | Time: 2099.99 ms
[2021-05-12 12:38:49 main:574] : INFO : Epoch 1758 | loss: 0.0311831 | val_loss: 0.0311759 | Time: 2030.89 ms
[2021-05-12 12:38:51 main:574] : INFO : Epoch 1759 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 1846.12 ms
[2021-05-12 12:38:54 main:574] : INFO : Epoch 1760 | loss: 0.0311755 | val_loss: 0.0311735 | Time: 2073.44 ms
[2021-05-12 12:38:56 main:574] : INFO : Epoch 1761 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 2047.86 ms
[2021-05-12 12:38:58 main:574] : INFO : Epoch 1762 | loss: 0.0311856 | val_loss: 0.031173 | Time: 2118.54 ms
[2021-05-12 12:39:00 main:574] : INFO : Epoch 1763 | loss: 0.031177 | val_loss: 0.031174 | Time: 2141.17 ms
[2021-05-12 12:39:02 main:574] : INFO : Epoch 1764 | loss: 0.031176 | val_loss: 0.0311767 | Time: 1793.37 ms
[2021-05-12 12:39:04 main:574] : INFO : Epoch 1765 | loss: 0.0311758 | val_loss: 0.0311744 | Time: 2057.69 ms
[2021-05-12 12:39:07 main:574] : INFO : Epoch 1766 | loss: 0.0311778 | val_loss: 0.0311729 | Time: 2110.91 ms
[2021-05-12 12:39:09 main:574] : INFO : Epoch 1767 | loss: 0.0311734 | val_loss: 0.0311801 | Time: 2042.88 ms
[2021-05-12 12:39:11 main:574] : INFO : Epoch 1768 | loss: 0.0311929 | val_loss: 0.0311875 | Time: 2014.67 ms
[2021-05-12 12:39:13 main:574] : INFO : Epoch 1769 | loss: 0.031192 | val_loss: 0.0311906 | Time: 1964.04 ms
[2021-05-12 12:39:15 main:574] : INFO : Epoch 1770 | loss: 0.031181 | val_loss: 0.0311787 | Time: 2095.99 ms
[2021-05-12 12:39:18 main:574] : INFO : Epoch 1771 | loss: 0.0311769 | val_loss: 0.0311754 | Time: 2019.35 ms
[2021-05-12 12:39:20 main:574] : INFO : Epoch 1772 | loss: 0.031177 | val_loss: 0.0311896 | Time: 2038.12 ms
[2021-05-12 12:39:22 main:574] : INFO : Epoch 1773 | loss: 0.0311836 | val_loss: 0.0312012 | Time: 1855 ms
[2021-05-12 12:39:24 main:574] : INFO : Epoch 1774 | loss: 0.0311792 | val_loss: 0.0311733 | Time: 1999.04 ms
[2021-05-12 12:39:26 main:574] : INFO : Epoch 1775 | loss: 0.0311772 | val_loss: 0.0311766 | Time: 2025.65 ms
[2021-05-12 12:39:28 main:574] : INFO : Epoch 1776 | loss: 0.0311764 | val_loss: 0.0311846 | Time: 2097.37 ms
[2021-05-12 12:39:30 main:574] : INFO : Epoch 1777 | loss: 0.0311769 | val_loss: 0.0311781 | Time: 2040.35 ms
[2021-05-12 12:39:32 main:574] : INFO : Epoch 1778 | loss: 0.0311805 | val_loss: 0.0311765 | Time: 1810.48 ms
[2021-05-12 12:39:34 main:574] : INFO : Epoch 1779 | loss: 0.0311913 | val_loss: 0.0311919 | Time: 2081.89 ms
[2021-05-12 12:39:37 main:574] : INFO : Epoch 1780 | loss: 0.0311893 | val_loss: 0.0311794 | Time: 2059.9 ms
[2021-05-12 12:39:39 main:574] : INFO : Epoch 1781 | loss: 0.0311786 | val_loss: 0.0311761 | Time: 2099.59 ms
[2021-05-12 12:39:41 main:574] : INFO : Epoch 1782 | loss: 0.0311756 | val_loss: 0.0311741 | Time: 1946.25 ms
[2021-05-12 12:39:43 main:574] : INFO : Epoch 1783 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 2015.85 ms
[2021-05-12 12:39:46 main:574] : INFO : Epoch 1784 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 2055.39 ms
[2021-05-12 12:39:48 main:574] : INFO : Epoch 1785 | loss: 0.0311748 | val_loss: 0.0311881 | Time: 2093.06 ms
[2021-05-12 12:39:50 main:574] : INFO : Epoch 1786 | loss: 0.0311729 | val_loss: 0.0311726 | Time: 2087.06 ms
[2021-05-12 12:39:52 main:574] : INFO : Epoch 1787 | loss: 0.0311786 | val_loss: 0.0311935 | Time: 1850.28 ms
[2021-05-12 12:39:54 main:574] : INFO : Epoch 1788 | loss: 0.0311794 | val_loss: 0.0311759 | Time: 2052.85 ms
[2021-05-12 12:39:57 main:574] : INFO : Epoch 1789 | loss: 0.0311811 | val_loss: 0.0311728 | Time: 2058.07 ms
[2021-05-12 12:39:59 main:574] : INFO : Epoch 1790 | loss: 0.031181 | val_loss: 0.0311727 | Time: 2077.54 ms
[2021-05-12 12:40:01 main:574] : INFO : Epoch 1791 | loss: 0.0311838 | val_loss: 0.031175 | Time: 2012.29 ms
[2021-05-12 12:40:03 main:574] : INFO : Epoch 1792 | loss: 0.031188 | val_loss: 0.0311773 | Time: 1928.34 ms
[2021-05-12 12:40:05 main:574] : INFO : Epoch 1793 | loss: 0.0311727 | val_loss: 0.0311735 | Time: 2077.59 ms
[2021-05-12 12:40:07 main:574] : INFO : Epoch 1794 | loss: 0.0311732 | val_loss: 0.0312049 | Time: 2056.69 ms
[2021-05-12 12:40:10 main:574] : INFO : Epoch 1795 | loss: 0.0311789 | val_loss: 0.031177 | Time: 2057.46 ms
[2021-05-12 12:40:12 main:574] : INFO : Epoch 1796 | loss: 0.0311723 | val_loss: 0.031172 | Time: 1850.45 ms
[2021-05-12 12:40:14 main:574] : INFO : Epoch 1797 | loss: 0.0311738 | val_loss: 0.0311753 | Time: 2041.07 ms
[2021-05-12 12:40:16 main:574] : INFO : Epoch 1798 | loss: 0.0311799 | val_loss: 0.0311741 | Time: 2007.72 ms
[2021-05-12 12:40:18 main:574] : INFO : Epoch 1799 | loss: 0.031184 | val_loss: 0.0311734 | Time: 2095.95 ms
[2021-05-12 12:40:20 main:574] : INFO : Epoch 1800 | loss: 0.0311745 | val_loss: 0.0311828 | Time: 2055.04 ms
[2021-05-12 12:40:22 main:574] : INFO : Epoch 1801 | loss: 0.0311765 | val_loss: 0.0311725 | Time: 1837.62 ms
[2021-05-12 12:40:24 main:574] : INFO : Epoch 1802 | loss: 0.0311752 | val_loss: 0.031172 | Time: 2089.15 ms
[2021-05-12 12:40:26 main:574] : INFO : Epoch 1803 | loss: 0.0311772 | val_loss: 0.0311746 | Time: 2126.19 ms
[2021-05-12 12:40:29 main:574] : INFO : Epoch 1804 | loss: 0.0311825 | val_loss: 0.0311723 | Time: 2151.05 ms
[2021-05-12 12:40:31 main:574] : INFO : Epoch 1805 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 2042.91 ms
[2021-05-12 12:40:33 main:574] : INFO : Epoch 1806 | loss: 0.0311703 | val_loss: 0.0311723 | Time: 1922.73 ms
[2021-05-12 12:40:35 main:574] : INFO : Epoch 1807 | loss: 0.0311726 | val_loss: 0.0311706 | Time: 2020.74 ms
[2021-05-12 12:40:37 main:574] : INFO : Epoch 1808 | loss: 0.0311729 | val_loss: 0.0311883 | Time: 2135.54 ms
[2021-05-12 12:40:39 main:574] : INFO : Epoch 1809 | loss: 0.0311718 | val_loss: 0.0311716 | Time: 2067.03 ms
[2021-05-12 12:40:41 main:574] : INFO : Epoch 1810 | loss: 0.0311735 | val_loss: 0.0311843 | Time: 1948.76 ms
[2021-05-12 12:40:43 main:574] : INFO : Epoch 1811 | loss: 0.0311908 | val_loss: 0.0311792 | Time: 1985.7 ms
[2021-05-12 12:40:46 main:574] : INFO : Epoch 1812 | loss: 0.0311791 | val_loss: 0.0311746 | Time: 2067.59 ms
[2021-05-12 12:40:48 main:574] : INFO : Epoch 1813 | loss: 0.031175 | val_loss: 0.0311785 | Time: 2052.11 ms
[2021-05-12 12:40:50 main:574] : INFO : Epoch 1814 | loss: 0.0311747 | val_loss: 0.0311888 | Time: 2145.32 ms
[2021-05-12 12:40:52 main:574] : INFO : Epoch 1815 | loss: 0.0311739 | val_loss: 0.0311864 | Time: 1835.27 ms
[2021-05-12 12:40:54 main:574] : INFO : Epoch 1816 | loss: 0.031176 | val_loss: 0.0311749 | Time: 1984.03 ms
[2021-05-12 12:40:56 main:574] : INFO : Epoch 1817 | loss: 0.0311759 | val_loss: 0.0311852 | Time: 2045.71 ms
[2021-05-12 12:40:58 main:574] : INFO : Epoch 1818 | loss: 0.0311776 | val_loss: 0.0311743 | Time: 2065.29 ms
[2021-05-12 12:41:00 main:574] : INFO : Epoch 1819 | loss: 0.0311728 | val_loss: 0.0311726 | Time: 2065.43 ms
[2021-05-12 12:41:02 main:574] : INFO : Epoch 1820 | loss: 0.0311722 | val_loss: 0.0311738 | Time: 1819.49 ms
[2021-05-12 12:41:05 main:574] : INFO : Epoch 1821 | loss: 0.0311715 | val_loss: 0.0311735 | Time: 2080.18 ms
[2021-05-12 12:41:07 main:574] : INFO : Epoch 1822 | loss: 0.0311717 | val_loss: 0.0311959 | Time: 2064.07 ms
[2021-05-12 12:41:09 main:574] : INFO : Epoch 1823 | loss: 0.031178 | val_loss: 0.0312029 | Time: 2009.07 ms
[2021-05-12 12:41:11 main:574] : INFO : Epoch 1824 | loss: 0.0311834 | val_loss: 0.0311923 | Time: 1971.66 ms
[2021-05-12 12:41:13 main:574] : INFO : Epoch 1825 | loss: 0.031176 | val_loss: 0.0311723 | Time: 1970.28 ms
[2021-05-12 12:41:15 main:574] : INFO : Epoch 1826 | loss: 0.0311688 | val_loss: 0.0311797 | Time: 2101.95 ms
[2021-05-12 12:41:18 main:574] : INFO : Epoch 1827 | loss: 0.0311718 | val_loss: 0.0311707 | Time: 2088.97 ms
[2021-05-12 12:41:20 main:574] : INFO : Epoch 1828 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 2018.02 ms
[2021-05-12 12:41:22 main:574] : INFO : Epoch 1829 | loss: 0.0311724 | val_loss: 0.0311805 | Time: 1831.37 ms
[2021-05-12 12:41:24 main:574] : INFO : Epoch 1830 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 2103.09 ms
[2021-05-12 12:41:26 main:574] : INFO : Epoch 1831 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 2113.82 ms
[2021-05-12 12:41:29 main:574] : INFO : Epoch 1832 | loss: 0.0311758 | val_loss: 0.0311753 | Time: 2127.29 ms
[2021-05-12 12:41:31 main:574] : INFO : Epoch 1833 | loss: 0.0311734 | val_loss: 0.0311723 | Time: 2072.49 ms
[2021-05-12 12:41:33 main:574] : INFO : Epoch 1834 | loss: 0.0311781 | val_loss: 0.0311762 | Time: 1932.68 ms
[2021-05-12 12:41:35 main:574] : INFO : Epoch 1835 | loss: 0.0311763 | val_loss: 0.0311723 | Time: 2106.77 ms
[2021-05-12 12:41:37 main:574] : INFO : Epoch 1836 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 2091.84 ms
[2021-05-12 12:41:40 main:574] : INFO : Epoch 1837 | loss: 0.031175 | val_loss: 0.0311905 | Time: 2042.71 ms
[2021-05-12 12:41:42 main:574] : INFO : Epoch 1838 | loss: 0.0311728 | val_loss: 0.031184 | Time: 1823.95 ms
[2021-05-12 12:41:44 main:574] : INFO : Epoch 1839 | loss: 0.0311815 | val_loss: 0.0311739 | Time: 2107.28 ms
[2021-05-12 12:41:46 main:574] : INFO : Epoch 1840 | loss: 0.0311689 | val_loss: 0.0311722 | Time: 2061.31 ms
[2021-05-12 12:41:48 main:574] : INFO : Epoch 1841 | loss: 0.0311714 | val_loss: 0.0311871 | Time: 2114.34 ms
[2021-05-12 12:41:50 main:574] : INFO : Epoch 1842 | loss: 0.0311898 | val_loss: 0.0311989 | Time: 2132.51 ms
[2021-05-12 12:41:52 main:574] : INFO : Epoch 1843 | loss: 0.0311897 | val_loss: 0.0311831 | Time: 1796.17 ms
[2021-05-12 12:41:55 main:574] : INFO : Epoch 1844 | loss: 0.0311761 | val_loss: 0.0311729 | Time: 2074.43 ms
[2021-05-12 12:41:57 main:574] : INFO : Epoch 1845 | loss: 0.0311704 | val_loss: 0.0311705 | Time: 2085.57 ms
[2021-05-12 12:41:59 main:574] : INFO : Epoch 1846 | loss: 0.031168 | val_loss: 0.0311733 | Time: 2150.27 ms
[2021-05-12 12:42:01 main:574] : INFO : Epoch 1847 | loss: 0.0311733 | val_loss: 0.031178 | Time: 1960.18 ms
[2021-05-12 12:42:03 main:574] : INFO : Epoch 1848 | loss: 0.0311681 | val_loss: 0.0311722 | Time: 1984.81 ms
[2021-05-12 12:42:05 main:574] : INFO : Epoch 1849 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 2074.96 ms
[2021-05-12 12:42:08 main:574] : INFO : Epoch 1850 | loss: 0.0311775 | val_loss: 0.0311716 | Time: 2100.57 ms
[2021-05-12 12:42:10 main:574] : INFO : Epoch 1851 | loss: 0.0311683 | val_loss: 0.0311726 | Time: 2106.13 ms
[2021-05-12 12:42:12 main:574] : INFO : Epoch 1852 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 1804.46 ms
[2021-05-12 12:42:14 main:574] : INFO : Epoch 1853 | loss: 0.0311719 | val_loss: 0.0311696 | Time: 2069.83 ms
[2021-05-12 12:42:16 main:574] : INFO : Epoch 1854 | loss: 0.0311726 | val_loss: 0.0311743 | Time: 2109.1 ms
[2021-05-12 12:42:18 main:574] : INFO : Epoch 1855 | loss: 0.031177 | val_loss: 0.0311816 | Time: 2056.11 ms
[2021-05-12 12:42:21 main:574] : INFO : Epoch 1856 | loss: 0.031182 | val_loss: 0.0312048 | Time: 2057.38 ms
[2021-05-12 12:42:23 main:574] : INFO : Epoch 1857 | loss: 0.0311823 | val_loss: 0.0311751 | Time: 1896.43 ms
[2021-05-12 12:42:25 main:574] : INFO : Epoch 1858 | loss: 0.0311788 | val_loss: 0.0311879 | Time: 2052.36 ms
[2021-05-12 12:42:27 main:574] : INFO : Epoch 1859 | loss: 0.0311794 | val_loss: 0.0311732 | Time: 2070 ms
[2021-05-12 12:42:29 main:574] : INFO : Epoch 1860 | loss: 0.031174 | val_loss: 0.0311787 | Time: 2043.61 ms
[2021-05-12 12:42:31 main:574] : INFO : Epoch 1861 | loss: 0.0311704 | val_loss: 0.0311716 | Time: 1852.61 ms
[2021-05-12 12:42:33 main:574] : INFO : Epoch 1862 | loss: 0.0311707 | val_loss: 0.0311709 | Time: 2012.35 ms
[2021-05-12 12:42:36 main:574] : INFO : Epoch 1863 | loss: 0.0311846 | val_loss: 0.0311782 | Time: 2047.24 ms
[2021-05-12 12:42:38 main:574] : INFO : Epoch 1864 | loss: 0.031184 | val_loss: 0.0311873 | Time: 2114.47 ms
[2021-05-12 12:42:40 main:574] : INFO : Epoch 1865 | loss: 0.0311733 | val_loss: 0.0311909 | Time: 2021.48 ms
[2021-05-12 12:42:42 main:574] : INFO : Epoch 1866 | loss: 0.0311805 | val_loss: 0.0312032 | Time: 1830.59 ms
[2021-05-12 12:42:44 main:574] : INFO : Epoch 1867 | loss: 0.0311732 | val_loss: 0.0311911 | Time: 2093.17 ms
[2021-05-12 12:42:46 main:574] : INFO : Epoch 1868 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 2069.78 ms
[2021-05-12 12:42:49 main:574] : INFO : Epoch 1869 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 2085.95 ms
[2021-05-12 12:42:51 main:574] : INFO : Epoch 1870 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 2017.1 ms
[2021-05-12 12:42:53 main:574] : INFO : Epoch 1871 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 1926.14 ms
[2021-05-12 12:42:55 main:574] : INFO : Epoch 1872 | loss: 0.0311763 | val_loss: 0.0311731 | Time: 2070.47 ms
[2021-05-12 12:42:57 main:574] : INFO : Epoch 1873 | loss: 0.0311765 | val_loss: 0.0311726 | Time: 2069.28 ms
[2021-05-12 12:43:00 main:574] : INFO : Epoch 1874 | loss: 0.031169 | val_loss: 0.0311703 | Time: 1986.14 ms
[2021-05-12 12:43:02 main:574] : INFO : Epoch 1875 | loss: 0.0311651 | val_loss: 0.0311801 | Time: 1828.61 ms
[2021-05-12 12:43:04 main:574] : INFO : Epoch 1876 | loss: 0.0311707 | val_loss: 0.0311701 | Time: 2036.04 ms
[2021-05-12 12:43:06 main:574] : INFO : Epoch 1877 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 2097.82 ms
[2021-05-12 12:43:08 main:574] : INFO : Epoch 1878 | loss: 0.0311677 | val_loss: 0.0311715 | Time: 2060.24 ms
[2021-05-12 12:43:10 main:574] : INFO : Epoch 1879 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 2062.31 ms
[2021-05-12 12:43:12 main:574] : INFO : Epoch 1880 | loss: 0.0311672 | val_loss: 0.0311718 | Time: 1819.39 ms
[2021-05-12 12:43:14 main:574] : INFO : Epoch 1881 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 2034.46 ms
[2021-05-12 12:43:17 main:574] : INFO : Epoch 1882 | loss: 0.0311666 | val_loss: 0.0311751 | Time: 2051.18 ms
[2021-05-12 12:43:19 main:574] : INFO : Epoch 1883 | loss: 0.0311704 | val_loss: 0.0311724 | Time: 2135.24 ms
[2021-05-12 12:43:21 main:574] : INFO : Epoch 1884 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 1986.02 ms
[2021-05-12 12:43:23 main:574] : INFO : Epoch 1885 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 1930.66 ms
[2021-05-12 12:43:25 main:574] : INFO : Epoch 1886 | loss: 0.0311786 | val_loss: 0.0312036 | Time: 2061.01 ms
[2021-05-12 12:43:28 main:574] : INFO : Epoch 1887 | loss: 0.0311736 | val_loss: 0.0311728 | Time: 2102.72 ms
[2021-05-12 12:43:30 main:574] : INFO : Epoch 1888 | loss: 0.0311696 | val_loss: 0.0311733 | Time: 2098.74 ms
[2021-05-12 12:43:32 main:574] : INFO : Epoch 1889 | loss: 0.0311663 | val_loss: 0.0311699 | Time: 1825.74 ms
[2021-05-12 12:43:34 main:574] : INFO : Epoch 1890 | loss: 0.0311679 | val_loss: 0.0311714 | Time: 2086.13 ms
[2021-05-12 12:43:36 main:574] : INFO : Epoch 1891 | loss: 0.0311648 | val_loss: 0.0311794 | Time: 2087.82 ms
[2021-05-12 12:43:39 main:574] : INFO : Epoch 1892 | loss: 0.0311712 | val_loss: 0.0311718 | Time: 2097.92 ms
[2021-05-12 12:43:41 main:574] : INFO : Epoch 1893 | loss: 0.0311687 | val_loss: 0.0311802 | Time: 2052.24 ms
[2021-05-12 12:43:43 main:574] : INFO : Epoch 1894 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 1876.62 ms
[2021-05-12 12:43:45 main:574] : INFO : Epoch 1895 | loss: 0.0311657 | val_loss: 0.0311812 | Time: 2000.23 ms
[2021-05-12 12:43:47 main:574] : INFO : Epoch 1896 | loss: 0.0311718 | val_loss: 0.0311723 | Time: 2002.68 ms
[2021-05-12 12:43:49 main:574] : INFO : Epoch 1897 | loss: 0.0311677 | val_loss: 0.0311866 | Time: 2155.38 ms
[2021-05-12 12:43:51 main:574] : INFO : Epoch 1898 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 1930.66 ms
[2021-05-12 12:43:53 main:574] : INFO : Epoch 1899 | loss: 0.0311685 | val_loss: 0.0311785 | Time: 1972.96 ms
[2021-05-12 12:43:55 main:574] : INFO : Epoch 1900 | loss: 0.0311676 | val_loss: 0.031172 | Time: 2051.65 ms
[2021-05-12 12:43:58 main:574] : INFO : Epoch 1901 | loss: 0.0311676 | val_loss: 0.0311697 | Time: 2031.87 ms
[2021-05-12 12:44:00 main:574] : INFO : Epoch 1902 | loss: 0.0311653 | val_loss: 0.0311797 | Time: 2144.87 ms
[2021-05-12 12:44:02 main:574] : INFO : Epoch 1903 | loss: 0.0311729 | val_loss: 0.0311718 | Time: 1828.06 ms
[2021-05-12 12:44:04 main:574] : INFO : Epoch 1904 | loss: 0.0311684 | val_loss: 0.0311917 | Time: 2067.25 ms
[2021-05-12 12:44:06 main:574] : INFO : Epoch 1905 | loss: 0.0311704 | val_loss: 0.0311733 | Time: 2084.09 ms
[2021-05-12 12:44:08 main:574] : INFO : Epoch 1906 | loss: 0.0311697 | val_loss: 0.0311796 | Time: 2083.48 ms
[2021-05-12 12:44:11 main:574] : INFO : Epoch 1907 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 2060.54 ms
[2021-05-12 12:44:13 main:574] : INFO : Epoch 1908 | loss: 0.0311656 | val_loss: 0.0311698 | Time: 1888.41 ms
[2021-05-12 12:44:15 main:574] : INFO : Epoch 1909 | loss: 0.031169 | val_loss: 0.0311773 | Time: 2021.41 ms
[2021-05-12 12:44:17 main:574] : INFO : Epoch 1910 | loss: 0.0311683 | val_loss: 0.0311812 | Time: 2072.26 ms
[2021-05-12 12:44:19 main:574] : INFO : Epoch 1911 | loss: 0.031167 | val_loss: 0.0311794 | Time: 2057.85 ms
[2021-05-12 12:44:21 main:574] : INFO : Epoch 1912 | loss: 0.0311646 | val_loss: 0.0311705 | Time: 1901.05 ms
[2021-05-12 12:44:23 main:574] : INFO : Epoch 1913 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 2006.03 ms
[2021-05-12 12:44:26 main:574] : INFO : Epoch 1914 | loss: 0.031163 | val_loss: 0.0311705 | Time: 2136.53 ms
[2021-05-12 12:44:28 main:574] : INFO : Epoch 1915 | loss: 0.0311697 | val_loss: 0.0311905 | Time: 2056.09 ms
[2021-05-12 12:44:30 main:574] : INFO : Epoch 1916 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 2114.39 ms
[2021-05-12 12:44:32 main:574] : INFO : Epoch 1917 | loss: 0.0311721 | val_loss: 0.031174 | Time: 1803.69 ms
[2021-05-12 12:44:34 main:574] : INFO : Epoch 1918 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 2099.02 ms
[2021-05-12 12:44:37 main:574] : INFO : Epoch 1919 | loss: 0.0311666 | val_loss: 0.0311799 | Time: 2061.65 ms
[2021-05-12 12:44:39 main:574] : INFO : Epoch 1920 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 2058.81 ms
[2021-05-12 12:44:41 main:574] : INFO : Epoch 1921 | loss: 0.0311587 | val_loss: 0.0311714 | Time: 2035.13 ms
[2021-05-12 12:44:43 main:574] : INFO : Epoch 1922 | loss: 0.0311602 | val_loss: 0.0311692 | Time: 1953.31 ms
[2021-05-12 12:44:45 main:574] : INFO : Epoch 1923 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 2091.65 ms
[2021-05-12 12:44:47 main:574] : INFO : Epoch 1924 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 2099.22 ms
[2021-05-12 12:44:50 main:574] : INFO : Epoch 1925 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 2049.83 ms
[2021-05-12 12:44:52 main:574] : INFO : Epoch 1926 | loss: 0.031159 | val_loss: 0.0311707 | Time: 1831.28 ms
[2021-05-12 12:44:54 main:574] : INFO : Epoch 1927 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 2114.01 ms
[2021-05-12 12:44:56 main:574] : INFO : Epoch 1928 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 2000.8 ms
[2021-05-12 12:44:58 main:574] : INFO : Epoch 1929 | loss: 0.0311587 | val_loss: 0.0311738 | Time: 2009 ms
[2021-05-12 12:45:00 main:574] : INFO : Epoch 1930 | loss: 0.0311614 | val_loss: 0.0311748 | Time: 2040.66 ms
[2021-05-12 12:45:02 main:574] : INFO : Epoch 1931 | loss: 0.0311659 | val_loss: 0.0311704 | Time: 1827.14 ms
[2021-05-12 12:45:04 main:574] : INFO : Epoch 1932 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 2038.84 ms
[2021-05-12 12:45:07 main:574] : INFO : Epoch 1933 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 2070.46 ms
[2021-05-12 12:45:09 main:574] : INFO : Epoch 1934 | loss: 0.0311627 | val_loss: 0.031176 | Time: 2090.68 ms
[2021-05-12 12:45:11 main:574] : INFO : Epoch 1935 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 2011.64 ms
[2021-05-12 12:45:13 main:574] : INFO : Epoch 1936 | loss: 0.0311644 | val_loss: 0.0311826 | Time: 1926.16 ms
[2021-05-12 12:45:15 main:574] : INFO : Epoch 1937 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 2089.79 ms
[2021-05-12 12:45:17 main:574] : INFO : Epoch 1938 | loss: 0.0311606 | val_loss: 0.0311789 | Time: 2059.9 ms
[2021-05-12 12:45:20 main:574] : INFO : Epoch 1939 | loss: 0.0311616 | val_loss: 0.0311721 | Time: 2079.33 ms
[2021-05-12 12:45:22 main:574] : INFO : Epoch 1940 | loss: 0.0311599 | val_loss: 0.0311725 | Time: 1811.5 ms
[2021-05-12 12:45:24 main:574] : INFO : Epoch 1941 | loss: 0.0311653 | val_loss: 0.0311696 | Time: 2073.86 ms
[2021-05-12 12:45:26 main:574] : INFO : Epoch 1942 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 2073.98 ms
[2021-05-12 12:45:28 main:574] : INFO : Epoch 1943 | loss: 0.031158 | val_loss: 0.0311676 | Time: 2046.36 ms
[2021-05-12 12:45:30 main:574] : INFO : Epoch 1944 | loss: 0.031159 | val_loss: 0.0311719 | Time: 2012.25 ms
[2021-05-12 12:45:32 main:574] : INFO : Epoch 1945 | loss: 0.0311567 | val_loss: 0.0311733 | Time: 1821.18 ms
[2021-05-12 12:45:35 main:574] : INFO : Epoch 1946 | loss: 0.0311589 | val_loss: 0.031171 | Time: 2082.23 ms
[2021-05-12 12:45:37 main:574] : INFO : Epoch 1947 | loss: 0.0311582 | val_loss: 0.0311665 | Time: 2073.44 ms
[2021-05-12 12:45:39 main:574] : INFO : Epoch 1948 | loss: 0.0311583 | val_loss: 0.0311684 | Time: 2075.61 ms
[2021-05-12 12:45:41 main:574] : INFO : Epoch 1949 | loss: 0.0311565 | val_loss: 0.0311693 | Time: 2010.01 ms
[2021-05-12 12:45:43 main:574] : INFO : Epoch 1950 | loss: 0.0311585 | val_loss: 0.0311698 | Time: 1892.51 ms
[2021-05-12 12:45:45 main:574] : INFO : Epoch 1951 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 2026.58 ms
[2021-05-12 12:45:48 main:574] : INFO : Epoch 1952 | loss: 0.0311584 | val_loss: 0.0311774 | Time: 2114.99 ms
[2021-05-12 12:45:50 main:574] : INFO : Epoch 1953 | loss: 0.0311582 | val_loss: 0.0311696 | Time: 2112.7 ms
[2021-05-12 12:45:52 main:574] : INFO : Epoch 1954 | loss: 0.0311563 | val_loss: 0.031179 | Time: 1879.25 ms
[2021-05-12 12:45:54 main:574] : INFO : Epoch 1955 | loss: 0.0311593 | val_loss: 0.0311916 | Time: 2066.54 ms
[2021-05-12 12:45:56 main:574] : INFO : Epoch 1956 | loss: 0.0311604 | val_loss: 0.0311723 | Time: 2059.06 ms
[2021-05-12 12:45:58 main:574] : INFO : Epoch 1957 | loss: 0.0311589 | val_loss: 0.0311764 | Time: 2033.72 ms
[2021-05-12 12:46:01 main:574] : INFO : Epoch 1958 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 2089.18 ms
[2021-05-12 12:46:02 main:574] : INFO : Epoch 1959 | loss: 0.0311566 | val_loss: 0.0311691 | Time: 1815.34 ms
[2021-05-12 12:46:05 main:574] : INFO : Epoch 1960 | loss: 0.0311561 | val_loss: 0.0311787 | Time: 2054.03 ms
[2021-05-12 12:46:07 main:574] : INFO : Epoch 1961 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 2051.19 ms
[2021-05-12 12:46:09 main:574] : INFO : Epoch 1962 | loss: 0.0311561 | val_loss: 0.0311741 | Time: 2014.5 ms
[2021-05-12 12:46:11 main:574] : INFO : Epoch 1963 | loss: 0.0311649 | val_loss: 0.0311824 | Time: 1976.62 ms
[2021-05-12 12:46:13 main:574] : INFO : Epoch 1964 | loss: 0.0311606 | val_loss: 0.0311752 | Time: 1906.77 ms
[2021-05-12 12:46:15 main:574] : INFO : Epoch 1965 | loss: 0.0311575 | val_loss: 0.031191 | Time: 2117.88 ms
[2021-05-12 12:46:18 main:574] : INFO : Epoch 1966 | loss: 0.0311593 | val_loss: 0.0311734 | Time: 2017.57 ms
[2021-05-12 12:46:20 main:574] : INFO : Epoch 1967 | loss: 0.0311577 | val_loss: 0.0311844 | Time: 1979.83 ms
[2021-05-12 12:46:22 main:574] : INFO : Epoch 1968 | loss: 0.031166 | val_loss: 0.0311755 | Time: 1825.44 ms
[2021-05-12 12:46:24 main:574] : INFO : Epoch 1969 | loss: 0.0311558 | val_loss: 0.0311732 | Time: 2106.54 ms
[2021-05-12 12:46:26 main:574] : INFO : Epoch 1970 | loss: 0.0311558 | val_loss: 0.0311746 | Time: 2052.99 ms
[2021-05-12 12:46:28 main:574] : INFO : Epoch 1971 | loss: 0.0311543 | val_loss: 0.0311722 | Time: 2032.65 ms
[2021-05-12 12:46:30 main:574] : INFO : Epoch 1972 | loss: 0.0311615 | val_loss: 0.0311757 | Time: 2073.84 ms
[2021-05-12 12:46:32 main:574] : INFO : Epoch 1973 | loss: 0.0311585 | val_loss: 0.0311755 | Time: 1759.28 ms
[2021-05-12 12:46:34 main:574] : INFO : Epoch 1974 | loss: 0.0311553 | val_loss: 0.031183 | Time: 2019.38 ms
[2021-05-12 12:46:37 main:574] : INFO : Epoch 1975 | loss: 0.0311562 | val_loss: 0.0311787 | Time: 2127.46 ms
[2021-05-12 12:46:39 main:574] : INFO : Epoch 1976 | loss: 0.0311551 | val_loss: 0.0311765 | Time: 2099.92 ms
[2021-05-12 12:46:41 main:574] : INFO : Epoch 1977 | loss: 0.0311528 | val_loss: 0.0311736 | Time: 1963.12 ms
[2021-05-12 12:46:43 main:574] : INFO : Epoch 1978 | loss: 0.0311575 | val_loss: 0.0311718 | Time: 1909.12 ms
[2021-05-12 12:46:45 main:574] : INFO : Epoch 1979 | loss: 0.0311544 | val_loss: 0.0311725 | Time: 2132.58 ms
[2021-05-12 12:46:48 main:574] : INFO : Epoch 1980 | loss: 0.0311566 | val_loss: 0.0311792 | Time: 2083.46 ms
[2021-05-12 12:46:50 main:574] : INFO : Epoch 1981 | loss: 0.0311556 | val_loss: 0.0311709 | Time: 2130.91 ms
[2021-05-12 12:46:52 main:574] : INFO : Epoch 1982 | loss: 0.0311534 | val_loss: 0.0311776 | Time: 1780.74 ms
[2021-05-12 12:46:54 main:574] : INFO : Epoch 1983 | loss: 0.0311565 | val_loss: 0.0311751 | Time: 2068.14 ms
[2021-05-12 12:46:56 main:574] : INFO : Epoch 1984 | loss: 0.0311559 | val_loss: 0.0311744 | Time: 2013.19 ms
[2021-05-12 12:46:58 main:574] : INFO : Epoch 1985 | loss: 0.0311556 | val_loss: 0.0311752 | Time: 2083.9 ms
[2021-05-12 12:47:01 main:574] : INFO : Epoch 1986 | loss: 0.0311529 | val_loss: 0.0311769 | Time: 2100.07 ms
[2021-05-12 12:47:03 main:574] : INFO : Epoch 1987 | loss: 0.0311547 | val_loss: 0.0311786 | Time: 1859.85 ms
[2021-05-12 12:47:05 main:574] : INFO : Epoch 1988 | loss: 0.031155 | val_loss: 0.0311742 | Time: 2188.57 ms
[2021-05-12 12:47:07 main:574] : INFO : Epoch 1989 | loss: 0.0311531 | val_loss: 0.0311756 | Time: 2117.58 ms
[2021-05-12 12:47:09 main:574] : INFO : Epoch 1990 | loss: 0.031155 | val_loss: 0.0311903 | Time: 2055.19 ms
[2021-05-12 12:47:11 main:574] : INFO : Epoch 1991 | loss: 0.0311624 | val_loss: 0.0312302 | Time: 1898 ms
[2021-05-12 12:47:14 main:574] : INFO : Epoch 1992 | loss: 0.031178 | val_loss: 0.0311798 | Time: 2046.34 ms
[2021-05-12 12:47:16 main:574] : INFO : Epoch 1993 | loss: 0.0311541 | val_loss: 0.0311753 | Time: 2039.1 ms
[2021-05-12 12:47:18 main:574] : INFO : Epoch 1994 | loss: 0.0311579 | val_loss: 0.0311761 | Time: 2127.82 ms
[2021-05-12 12:47:20 main:574] : INFO : Epoch 1995 | loss: 0.0311549 | val_loss: 0.0311836 | Time: 2040.12 ms
[2021-05-12 12:47:22 main:574] : INFO : Epoch 1996 | loss: 0.0311537 | val_loss: 0.0311738 | Time: 1806.99 ms
[2021-05-12 12:47:24 main:574] : INFO : Epoch 1997 | loss: 0.0311519 | val_loss: 0.0311727 | Time: 2144.9 ms
[2021-05-12 12:47:27 main:574] : INFO : Epoch 1998 | loss: 0.0311594 | val_loss: 0.0311847 | Time: 1995.1 ms
[2021-05-12 12:47:29 main:574] : INFO : Epoch 1999 | loss: 0.0311542 | val_loss: 0.0311728 | Time: 2106.12 ms
[2021-05-12 12:47:31 main:574] : INFO : Epoch 2000 | loss: 0.031154 | val_loss: 0.0311777 | Time: 2038.75 ms
[2021-05-12 12:47:33 main:574] : INFO : Epoch 2001 | loss: 0.0311524 | val_loss: 0.0311817 | Time: 1900.96 ms
[2021-05-12 12:47:35 main:574] : INFO : Epoch 2002 | loss: 0.0311509 | val_loss: 0.0311747 | Time: 1988.6 ms
[2021-05-12 12:47:37 main:574] : INFO : Epoch 2003 | loss: 0.0311533 | val_loss: 0.0311725 | Time: 2069.79 ms
[2021-05-12 12:47:40 main:574] : INFO : Epoch 2004 | loss: 0.0311502 | val_loss: 0.0311735 | Time: 2079.43 ms
[2021-05-12 12:47:42 main:574] : INFO : Epoch 2005 | loss: 0.0311526 | val_loss: 0.031174 | Time: 1881.83 ms
[2021-05-12 12:47:44 main:574] : INFO : Epoch 2006 | loss: 0.0311509 | val_loss: 0.0311876 | Time: 2085.32 ms
[2021-05-12 12:47:46 main:574] : INFO : Epoch 2007 | loss: 0.0311576 | val_loss: 0.0311784 | Time: 2102.83 ms
[2021-05-12 12:47:48 main:574] : INFO : Epoch 2008 | loss: 0.0311531 | val_loss: 0.031173 | Time: 2041.39 ms
[2021-05-12 12:47:51 main:574] : INFO : Epoch 2009 | loss: 0.0311541 | val_loss: 0.0311773 | Time: 2125.84 ms
[2021-05-12 12:47:53 main:574] : INFO : Epoch 2010 | loss: 0.031149 | val_loss: 0.0311754 | Time: 1907.9 ms
[2021-05-12 12:47:55 main:574] : INFO : Epoch 2011 | loss: 0.0311516 | val_loss: 0.031177 | Time: 2060.49 ms
[2021-05-12 12:47:57 main:574] : INFO : Epoch 2012 | loss: 0.0311506 | val_loss: 0.0311723 | Time: 2050.71 ms
[2021-05-12 12:47:59 main:574] : INFO : Epoch 2013 | loss: 0.0311503 | val_loss: 0.0311755 | Time: 2027.47 ms
[2021-05-12 12:48:01 main:574] : INFO : Epoch 2014 | loss: 0.0311508 | val_loss: 0.0311848 | Time: 1900.35 ms
[2021-05-12 12:48:03 main:574] : INFO : Epoch 2015 | loss: 0.0311572 | val_loss: 0.0311742 | Time: 1953.65 ms
[2021-05-12 12:48:05 main:574] : INFO : Epoch 2016 | loss: 0.0311527 | val_loss: 0.0311823 | Time: 2101.72 ms
[2021-05-12 12:48:08 main:574] : INFO : Epoch 2017 | loss: 0.0311563 | val_loss: 0.0311773 | Time: 2116.74 ms
[2021-05-12 12:48:10 main:574] : INFO : Epoch 2018 | loss: 0.0311563 | val_loss: 0.0311776 | Time: 2141.48 ms
[2021-05-12 12:48:12 main:574] : INFO : Epoch 2019 | loss: 0.0311494 | val_loss: 0.0311721 | Time: 1864.34 ms
[2021-05-12 12:48:14 main:574] : INFO : Epoch 2020 | loss: 0.0311588 | val_loss: 0.031188 | Time: 2097.93 ms
[2021-05-12 12:48:16 main:574] : INFO : Epoch 2021 | loss: 0.0311638 | val_loss: 0.0311914 | Time: 2078.1 ms
[2021-05-12 12:48:19 main:574] : INFO : Epoch 2022 | loss: 0.0311585 | val_loss: 0.0311763 | Time: 2053.2 ms
[2021-05-12 12:48:21 main:574] : INFO : Epoch 2023 | loss: 0.0311516 | val_loss: 0.0311694 | Time: 2025.62 ms
[2021-05-12 12:48:23 main:574] : INFO : Epoch 2024 | loss: 0.031157 | val_loss: 0.0311739 | Time: 1919.55 ms
[2021-05-12 12:48:25 main:574] : INFO : Epoch 2025 | loss: 0.0311502 | val_loss: 0.0311769 | Time: 2013.51 ms
[2021-05-12 12:48:27 main:574] : INFO : Epoch 2026 | loss: 0.0311508 | val_loss: 0.0311715 | Time: 2090.89 ms
[2021-05-12 12:48:29 main:574] : INFO : Epoch 2027 | loss: 0.0311499 | val_loss: 0.0311781 | Time: 2107.39 ms
[2021-05-12 12:48:31 main:574] : INFO : Epoch 2028 | loss: 0.0311495 | val_loss: 0.0311818 | Time: 1808.79 ms
[2021-05-12 12:48:34 main:574] : INFO : Epoch 2029 | loss: 0.0311526 | val_loss: 0.0311743 | Time: 2024.84 ms
[2021-05-12 12:48:36 main:574] : INFO : Epoch 2030 | loss: 0.031151 | val_loss: 0.0311726 | Time: 2060.92 ms
[2021-05-12 12:48:38 main:574] : INFO : Epoch 2031 | loss: 0.0311484 | val_loss: 0.0311806 | Time: 2093.26 ms
[2021-05-12 12:48:40 main:574] : INFO : Epoch 2032 | loss: 0.0311522 | val_loss: 0.0311695 | Time: 2030.17 ms
[2021-05-12 12:48:42 main:574] : INFO : Epoch 2033 | loss: 0.031149 | val_loss: 0.0311744 | Time: 1850.32 ms
[2021-05-12 12:48:44 main:574] : INFO : Epoch 2034 | loss: 0.0311472 | val_loss: 0.0311736 | Time: 2072.72 ms
[2021-05-12 12:48:47 main:574] : INFO : Epoch 2035 | loss: 0.0311492 | val_loss: 0.0311761 | Time: 2021.21 ms
[2021-05-12 12:48:49 main:574] : INFO : Epoch 2036 | loss: 0.0311496 | val_loss: 0.0311744 | Time: 2066.98 ms
[2021-05-12 12:48:51 main:574] : INFO : Epoch 2037 | loss: 0.031146 | val_loss: 0.0311747 | Time: 2041.56 ms
[2021-05-12 12:48:53 main:574] : INFO : Epoch 2038 | loss: 0.0311504 | val_loss: 0.0311992 | Time: 1956 ms
[2021-05-12 12:48:55 main:574] : INFO : Epoch 2039 | loss: 0.0311527 | val_loss: 0.0311752 | Time: 2090.97 ms
[2021-05-12 12:48:57 main:574] : INFO : Epoch 2040 | loss: 0.0311495 | val_loss: 0.0311936 | Time: 2089.55 ms
[2021-05-12 12:49:00 main:574] : INFO : Epoch 2041 | loss: 0.0311577 | val_loss: 0.0311769 | Time: 2128.96 ms
[2021-05-12 12:49:02 main:574] : INFO : Epoch 2042 | loss: 0.0311557 | val_loss: 0.031191 | Time: 1884.5 ms
[2021-05-12 12:49:04 main:574] : INFO : Epoch 2043 | loss: 0.0311611 | val_loss: 0.0311781 | Time: 2037.31 ms
[2021-05-12 12:49:06 main:574] : INFO : Epoch 2044 | loss: 0.0311491 | val_loss: 0.0311709 | Time: 2061.41 ms
[2021-05-12 12:49:08 main:574] : INFO : Epoch 2045 | loss: 0.0311513 | val_loss: 0.0311765 | Time: 2033.42 ms
[2021-05-12 12:49:11 main:574] : INFO : Epoch 2046 | loss: 0.0311502 | val_loss: 0.0311745 | Time: 2080.87 ms
[2021-05-12 12:49:13 main:574] : INFO : Epoch 2047 | loss: 0.0311477 | val_loss: 0.0311747 | Time: 1875.12 ms
[2021-05-12 12:49:15 main:574] : INFO : Epoch 2048 | loss: 0.0311552 | val_loss: 0.0311755 | Time: 2097.49 ms
[2021-05-12 12:49:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311755
[2021-05-12 12:49:15 main:603] : INFO : Saving end state to config to file
[2021-05-12 12:49:15 main:608] : INFO : Success, exiting..
12:49:15 (984): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)