Task 7411009
| Name | ParityModified-1631730286-21139-1_0 |
| Workunit | 5083997 |
| Created | 17 Sep 2021, 4:22:05 UTC |
| Sent | 24 Sep 2021, 4:28:48 UTC |
| Report deadline | 1 Oct 2021, 4:28:48 UTC |
| Received | 24 Sep 2021, 12:55:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 1 hours 10 min 11 sec |
| CPU time | 1 hours 10 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.17</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312111 | val_loss: 0.0312069 | Time: 2390.4 ms
[2021-09-24 08:37:22 main:581] : INFO : Epoch 1539 | loss: 0.0312085 | val_loss: 0.0312066 | Time: 2097.71 ms
[2021-09-24 08:37:24 main:581] : INFO : Epoch 1540 | loss: 0.031213 | val_loss: 0.0312086 | Time: 2051.66 ms
[2021-09-24 08:37:26 main:581] : INFO : Epoch 1541 | loss: 0.0312042 | val_loss: 0.0312048 | Time: 2065.58 ms
[2021-09-24 08:37:29 main:581] : INFO : Epoch 1542 | loss: 0.0312041 | val_loss: 0.0312062 | Time: 2117.42 ms
[2021-09-24 08:37:30 main:581] : INFO : Epoch 1543 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 1967.46 ms
[2021-09-24 08:37:32 main:581] : INFO : Epoch 1544 | loss: 0.0312034 | val_loss: 0.0312134 | Time: 1986.21 ms
[2021-09-24 08:37:35 main:581] : INFO : Epoch 1545 | loss: 0.0312025 | val_loss: 0.031203 | Time: 2112.85 ms
[2021-09-24 08:37:37 main:581] : INFO : Epoch 1546 | loss: 0.0312007 | val_loss: 0.0312075 | Time: 2121.72 ms
[2021-09-24 08:37:39 main:581] : INFO : Epoch 1547 | loss: 0.0312006 | val_loss: 0.0312065 | Time: 2048.45 ms
[2021-09-24 08:37:41 main:581] : INFO : Epoch 1548 | loss: 0.0312005 | val_loss: 0.0312026 | Time: 2046.94 ms
[2021-09-24 08:37:43 main:581] : INFO : Epoch 1549 | loss: 0.0311983 | val_loss: 0.0312009 | Time: 2115.23 ms
[2021-09-24 08:37:45 main:581] : INFO : Epoch 1550 | loss: 0.0311992 | val_loss: 0.0312018 | Time: 2155.32 ms
[2021-09-24 08:37:47 main:581] : INFO : Epoch 1551 | loss: 0.0311987 | val_loss: 0.0311992 | Time: 2117.4 ms
[2021-09-24 08:37:49 main:581] : INFO : Epoch 1552 | loss: 0.0311971 | val_loss: 0.0311976 | Time: 2021.86 ms
[2021-09-24 08:37:51 main:581] : INFO : Epoch 1553 | loss: 0.0311948 | val_loss: 0.0311965 | Time: 2025.02 ms
[2021-09-24 08:37:53 main:581] : INFO : Epoch 1554 | loss: 0.031195 | val_loss: 0.0311986 | Time: 1922.71 ms
[2021-09-24 08:37:55 main:581] : INFO : Epoch 1555 | loss: 0.0311943 | val_loss: 0.0311965 | Time: 1959.05 ms
[2021-09-24 08:37:57 main:581] : INFO : Epoch 1556 | loss: 0.0311938 | val_loss: 0.031197 | Time: 2168.36 ms
[2021-09-24 08:37:59 main:581] : INFO : Epoch 1557 | loss: 0.0311935 | val_loss: 0.0311972 | Time: 2193.68 ms
[2021-09-24 08:38:01 main:581] : INFO : Epoch 1558 | loss: 0.0311935 | val_loss: 0.0311998 | Time: 1847.48 ms
[2021-09-24 08:38:03 main:581] : INFO : Epoch 1559 | loss: 0.0311943 | val_loss: 0.0311981 | Time: 2111 ms
[2021-09-24 08:38:05 main:581] : INFO : Epoch 1560 | loss: 0.0311929 | val_loss: 0.0311978 | Time: 1984.25 ms
[2021-09-24 08:38:07 main:581] : INFO : Epoch 1561 | loss: 0.0311971 | val_loss: 0.0312054 | Time: 1835.67 ms
[2021-09-24 08:38:09 main:581] : INFO : Epoch 1562 | loss: 0.0311998 | val_loss: 0.0311982 | Time: 1921.73 ms
[2021-09-24 08:38:11 main:581] : INFO : Epoch 1563 | loss: 0.0311992 | val_loss: 0.0312014 | Time: 1934.74 ms
[2021-09-24 08:38:13 main:581] : INFO : Epoch 1564 | loss: 0.0311937 | val_loss: 0.0311968 | Time: 1912.14 ms
[2021-09-24 08:38:15 main:581] : INFO : Epoch 1565 | loss: 0.0311947 | val_loss: 0.0311988 | Time: 1743.19 ms
[2021-09-24 08:38:17 main:581] : INFO : Epoch 1566 | loss: 0.0311922 | val_loss: 0.0311977 | Time: 1905.08 ms
[2021-09-24 08:38:19 main:581] : INFO : Epoch 1567 | loss: 0.0311912 | val_loss: 0.0312008 | Time: 1940.81 ms
[2021-09-24 08:38:21 main:581] : INFO : Epoch 1568 | loss: 0.0311961 | val_loss: 0.0311955 | Time: 2015.48 ms
[2021-09-24 08:38:23 main:581] : INFO : Epoch 1569 | loss: 0.0311911 | val_loss: 0.0311948 | Time: 2203.77 ms
[2021-09-24 08:38:25 main:581] : INFO : Epoch 1570 | loss: 0.0311895 | val_loss: 0.0311956 | Time: 2006.01 ms
[2021-09-24 08:38:27 main:581] : INFO : Epoch 1571 | loss: 0.0311886 | val_loss: 0.0311954 | Time: 1931.63 ms
[2021-09-24 08:38:29 main:581] : INFO : Epoch 1572 | loss: 0.031189 | val_loss: 0.0311963 | Time: 2024.25 ms
[2021-09-24 08:38:31 main:581] : INFO : Epoch 1573 | loss: 0.0311934 | val_loss: 0.0311984 | Time: 2216.48 ms
[2021-09-24 08:38:33 main:581] : INFO : Epoch 1574 | loss: 0.0311912 | val_loss: 0.0311995 | Time: 2276.89 ms
[2021-09-24 08:38:35 main:581] : INFO : Epoch 1575 | loss: 0.031189 | val_loss: 0.031195 | Time: 1907.14 ms
[2021-09-24 08:38:37 main:581] : INFO : Epoch 1576 | loss: 0.0311894 | val_loss: 0.0311999 | Time: 2256.14 ms
[2021-09-24 08:38:39 main:581] : INFO : Epoch 1577 | loss: 0.031193 | val_loss: 0.0311963 | Time: 1961.2 ms
[2021-09-24 08:38:42 main:581] : INFO : Epoch 1578 | loss: 0.0311882 | val_loss: 0.0311968 | Time: 2257.11 ms
[2021-09-24 08:38:44 main:581] : INFO : Epoch 1579 | loss: 0.0311877 | val_loss: 0.0311951 | Time: 2218.36 ms
[2021-09-24 08:38:46 main:581] : INFO : Epoch 1580 | loss: 0.0311853 | val_loss: 0.0311958 | Time: 2067.71 ms
[2021-09-24 08:38:48 main:581] : INFO : Epoch 1581 | loss: 0.031185 | val_loss: 0.0311998 | Time: 2223.33 ms
[2021-09-24 08:38:50 main:581] : INFO : Epoch 1582 | loss: 0.0311864 | val_loss: 0.0311951 | Time: 2206.26 ms
[2021-09-24 08:38:52 main:581] : INFO : Epoch 1583 | loss: 0.0311908 | val_loss: 0.0312013 | Time: 1933.02 ms
[2021-09-24 08:38:54 main:581] : INFO : Epoch 1584 | loss: 0.0311984 | val_loss: 0.0311976 | Time: 2002.65 ms
[2021-09-24 08:38:56 main:581] : INFO : Epoch 1585 | loss: 0.0311959 | val_loss: 0.0311983 | Time: 1892.11 ms
[2021-09-24 08:38:58 main:581] : INFO : Epoch 1586 | loss: 0.0311938 | val_loss: 0.0312009 | Time: 1793.62 ms
[2021-09-24 08:39:00 main:581] : INFO : Epoch 1587 | loss: 0.0311946 | val_loss: 0.0312 | Time: 1914.61 ms
[2021-09-24 08:39:02 main:581] : INFO : Epoch 1588 | loss: 0.031191 | val_loss: 0.0311989 | Time: 1987.79 ms
[2021-09-24 08:39:04 main:581] : INFO : Epoch 1589 | loss: 0.031191 | val_loss: 0.0311986 | Time: 1997.06 ms
[2021-09-24 08:39:06 main:581] : INFO : Epoch 1590 | loss: 0.0311905 | val_loss: 0.0312061 | Time: 2259.91 ms
[2021-09-24 08:39:08 main:581] : INFO : Epoch 1591 | loss: 0.031193 | val_loss: 0.0311976 | Time: 2081.48 ms
[2021-09-24 08:39:11 main:581] : INFO : Epoch 1592 | loss: 0.0311879 | val_loss: 0.0311977 | Time: 2360.73 ms
[2021-09-24 08:39:13 main:581] : INFO : Epoch 1593 | loss: 0.0311879 | val_loss: 0.031196 | Time: 2456.95 ms
[2021-09-24 08:39:15 main:581] : INFO : Epoch 1594 | loss: 0.0311867 | val_loss: 0.0311959 | Time: 2219.32 ms
[2021-09-24 08:39:17 main:581] : INFO : Epoch 1595 | loss: 0.0311865 | val_loss: 0.0311967 | Time: 1964.66 ms
[2021-09-24 08:39:19 main:581] : INFO : Epoch 1596 | loss: 0.0311868 | val_loss: 0.0311972 | Time: 1907.51 ms
[2021-09-24 08:39:21 main:581] : INFO : Epoch 1597 | loss: 0.0311877 | val_loss: 0.0311944 | Time: 1981.64 ms
[2021-09-24 08:39:23 main:581] : INFO : Epoch 1598 | loss: 0.0311859 | val_loss: 0.0311955 | Time: 1991.72 ms
[2021-09-24 08:39:25 main:581] : INFO : Epoch 1599 | loss: 0.031185 | val_loss: 0.0311963 | Time: 2024.45 ms
[2021-09-24 08:39:27 main:581] : INFO : Epoch 1600 | loss: 0.0311846 | val_loss: 0.0312014 | Time: 1967.31 ms
[2021-09-24 08:39:29 main:581] : INFO : Epoch 1601 | loss: 0.0311856 | val_loss: 0.0311959 | Time: 2057.94 ms
[2021-09-24 08:39:31 main:581] : INFO : Epoch 1602 | loss: 0.0311848 | val_loss: 0.0311961 | Time: 1999.19 ms
[2021-09-24 08:39:33 main:581] : INFO : Epoch 1603 | loss: 0.0311851 | val_loss: 0.0312004 | Time: 2188.31 ms
[2021-09-24 08:39:35 main:581] : INFO : Epoch 1604 | loss: 0.0311883 | val_loss: 0.0311983 | Time: 1989.77 ms
[2021-09-24 08:39:37 main:581] : INFO : Epoch 1605 | loss: 0.0311842 | val_loss: 0.0311959 | Time: 2105.64 ms
[2021-09-24 08:39:39 main:581] : INFO : Epoch 1606 | loss: 0.0311838 | val_loss: 0.0311957 | Time: 1905.81 ms
[2021-09-24 08:39:41 main:581] : INFO : Epoch 1607 | loss: 0.0311829 | val_loss: 0.0311939 | Time: 1845.68 ms
[2021-09-24 08:39:44 main:581] : INFO : Epoch 1608 | loss: 0.0311838 | val_loss: 0.0311937 | Time: 2267.24 ms
[2021-09-24 08:39:46 main:581] : INFO : Epoch 1609 | loss: 0.0311836 | val_loss: 0.0311959 | Time: 2165.36 ms
[2021-09-24 08:39:48 main:581] : INFO : Epoch 1610 | loss: 0.0311847 | val_loss: 0.0311963 | Time: 1848.06 ms
[2021-09-24 08:39:49 main:581] : INFO : Epoch 1611 | loss: 0.0311838 | val_loss: 0.0311976 | Time: 1974.61 ms
[2021-09-24 08:39:52 main:581] : INFO : Epoch 1612 | loss: 0.0311827 | val_loss: 0.0311936 | Time: 2007.28 ms
[2021-09-24 08:39:54 main:581] : INFO : Epoch 1613 | loss: 0.0311818 | val_loss: 0.0311943 | Time: 2013.81 ms
[2021-09-24 08:39:56 main:581] : INFO : Epoch 1614 | loss: 0.0311806 | val_loss: 0.0311931 | Time: 2002.71 ms
[2021-09-24 08:39:58 main:581] : INFO : Epoch 1615 | loss: 0.0311815 | val_loss: 0.0311951 | Time: 2101.89 ms
[2021-09-24 08:40:00 main:581] : INFO : Epoch 1616 | loss: 0.0311843 | val_loss: 0.0311997 | Time: 2054.61 ms
[2021-09-24 08:40:02 main:581] : INFO : Epoch 1617 | loss: 0.0311815 | val_loss: 0.0311937 | Time: 2081.32 ms
[2021-09-24 08:40:04 main:581] : INFO : Epoch 1618 | loss: 0.0311802 | val_loss: 0.0311951 | Time: 2047.77 ms
[2021-09-24 08:40:06 main:581] : INFO : Epoch 1619 | loss: 0.0311811 | val_loss: 0.0311971 | Time: 2322.33 ms
[2021-09-24 08:40:08 main:581] : INFO : Epoch 1620 | loss: 0.0311871 | val_loss: 0.0311953 | Time: 1972.61 ms
[2021-09-24 08:40:10 main:581] : INFO : Epoch 1621 | loss: 0.031183 | val_loss: 0.0312007 | Time: 2080.14 ms
[2021-09-24 08:40:12 main:581] : INFO : Epoch 1622 | loss: 0.0311844 | val_loss: 0.0311998 | Time: 1875.58 ms
[2021-09-24 08:40:14 main:581] : INFO : Epoch 1623 | loss: 0.0311795 | val_loss: 0.031193 | Time: 1981.42 ms
[2021-09-24 08:40:16 main:581] : INFO : Epoch 1624 | loss: 0.03118 | val_loss: 0.0311954 | Time: 2034.77 ms
[2021-09-24 08:40:18 main:581] : INFO : Epoch 1625 | loss: 0.0311822 | val_loss: 0.031199 | Time: 1991.48 ms
[2021-09-24 08:40:20 main:581] : INFO : Epoch 1626 | loss: 0.0311831 | val_loss: 0.0311948 | Time: 2040.27 ms
[2021-09-24 08:40:22 main:581] : INFO : Epoch 1627 | loss: 0.0311801 | val_loss: 0.0311938 | Time: 2127.15 ms
[2021-09-24 08:40:24 main:581] : INFO : Epoch 1628 | loss: 0.0311851 | val_loss: 0.031203 | Time: 2015.86 ms
[2021-09-24 08:40:26 main:581] : INFO : Epoch 1629 | loss: 0.0311825 | val_loss: 0.0311932 | Time: 1930.11 ms
[2021-09-24 08:40:28 main:581] : INFO : Epoch 1630 | loss: 0.0311811 | val_loss: 0.0311959 | Time: 2143.93 ms
[2021-09-24 08:40:30 main:581] : INFO : Epoch 1631 | loss: 0.0311804 | val_loss: 0.0311963 | Time: 1959.89 ms
[2021-09-24 08:40:32 main:581] : INFO : Epoch 1632 | loss: 0.0311799 | val_loss: 0.031195 | Time: 2060.55 ms
[2021-09-24 08:40:34 main:581] : INFO : Epoch 1633 | loss: 0.0311765 | val_loss: 0.0311958 | Time: 1856.82 ms
[2021-09-24 08:40:36 main:581] : INFO : Epoch 1634 | loss: 0.0311783 | val_loss: 0.0311945 | Time: 1940.46 ms
[2021-09-24 08:40:38 main:581] : INFO : Epoch 1635 | loss: 0.0311805 | val_loss: 0.0311993 | Time: 2238.02 ms
[2021-09-24 08:40:41 main:581] : INFO : Epoch 1636 | loss: 0.0311811 | val_loss: 0.0311924 | Time: 2150.6 ms
[2021-09-24 08:40:42 main:581] : INFO : Epoch 1637 | loss: 0.0311804 | val_loss: 0.0311967 | Time: 1919.02 ms
[2021-09-24 08:40:45 main:581] : INFO : Epoch 1638 | loss: 0.0311783 | val_loss: 0.0311995 | Time: 2052.52 ms
[2021-09-24 08:40:47 main:581] : INFO : Epoch 1639 | loss: 0.031179 | val_loss: 0.0312016 | Time: 2073.49 ms
[2021-09-24 08:40:49 main:581] : INFO : Epoch 1640 | loss: 0.0311814 | val_loss: 0.0312005 | Time: 2032.4 ms
[2021-09-24 08:40:51 main:581] : INFO : Epoch 1641 | loss: 0.0311834 | val_loss: 0.0312013 | Time: 1894.88 ms
[2021-09-24 08:40:52 main:581] : INFO : Epoch 1642 | loss: 0.0311771 | val_loss: 0.0312012 | Time: 1864.22 ms
[2021-09-24 08:40:54 main:581] : INFO : Epoch 1643 | loss: 0.031179 | val_loss: 0.0311959 | Time: 1865.77 ms
[2021-09-24 08:40:56 main:581] : INFO : Epoch 1644 | loss: 0.031182 | val_loss: 0.0311937 | Time: 2134.68 ms
[2021-09-24 08:40:58 main:581] : INFO : Epoch 1645 | loss: 0.0311834 | val_loss: 0.0312001 | Time: 2115.58 ms
[2021-09-24 08:41:01 main:581] : INFO : Epoch 1646 | loss: 0.031179 | val_loss: 0.0311945 | Time: 2289.19 ms
[2021-09-24 08:41:03 main:581] : INFO : Epoch 1647 | loss: 0.0311795 | val_loss: 0.0311949 | Time: 1999.89 ms
[2021-09-24 08:41:05 main:581] : INFO : Epoch 1648 | loss: 0.0311771 | val_loss: 0.0311928 | Time: 2309.35 ms
[2021-09-24 08:41:07 main:581] : INFO : Epoch 1649 | loss: 0.0311787 | val_loss: 0.0312003 | Time: 2082 ms
[2021-09-24 08:41:09 main:581] : INFO : Epoch 1650 | loss: 0.0311794 | val_loss: 0.0311971 | Time: 2178.36 ms
[2021-09-24 08:41:12 main:581] : INFO : Epoch 1651 | loss: 0.0311775 | val_loss: 0.0312014 | Time: 2185.57 ms
[2021-09-24 08:41:14 main:581] : INFO : Epoch 1652 | loss: 0.0311773 | val_loss: 0.0311992 | Time: 2143.99 ms
[2021-09-24 08:41:16 main:581] : INFO : Epoch 1653 | loss: 0.0311783 | val_loss: 0.0311997 | Time: 2241.21 ms
[2021-09-24 08:41:18 main:581] : INFO : Epoch 1654 | loss: 0.0311785 | val_loss: 0.0311976 | Time: 2005.48 ms
[2021-09-24 08:41:20 main:581] : INFO : Epoch 1655 | loss: 0.0311802 | val_loss: 0.0312002 | Time: 2019.35 ms
[2021-09-24 08:41:22 main:581] : INFO : Epoch 1656 | loss: 0.0311771 | val_loss: 0.0311988 | Time: 1904.76 ms
[2021-09-24 08:41:24 main:581] : INFO : Epoch 1657 | loss: 0.0311773 | val_loss: 0.0311966 | Time: 2068.28 ms
[2021-09-24 08:41:26 main:581] : INFO : Epoch 1658 | loss: 0.0311785 | val_loss: 0.0311959 | Time: 1978.39 ms
[2021-09-24 08:41:28 main:581] : INFO : Epoch 1659 | loss: 0.0311784 | val_loss: 0.0312019 | Time: 1979.87 ms
[2021-09-24 08:41:30 main:581] : INFO : Epoch 1660 | loss: 0.0311757 | val_loss: 0.0311977 | Time: 2000.08 ms
[2021-09-24 08:41:32 main:581] : INFO : Epoch 1661 | loss: 0.0311739 | val_loss: 0.031194 | Time: 1873.21 ms
[2021-09-24 08:41:34 main:581] : INFO : Epoch 1662 | loss: 0.0311793 | val_loss: 0.0311972 | Time: 1909.96 ms
[2021-09-24 08:41:36 main:581] : INFO : Epoch 1663 | loss: 0.0311869 | val_loss: 0.031199 | Time: 1949.95 ms
[2021-09-24 08:41:38 main:581] : INFO : Epoch 1664 | loss: 0.0311793 | val_loss: 0.031199 | Time: 1957.78 ms
[2021-09-24 08:41:40 main:581] : INFO : Epoch 1665 | loss: 0.0311774 | val_loss: 0.0311997 | Time: 2146.7 ms
[2021-09-24 08:41:42 main:581] : INFO : Epoch 1666 | loss: 0.0311785 | val_loss: 0.031197 | Time: 2071.63 ms
[2021-09-24 08:41:44 main:581] : INFO : Epoch 1667 | loss: 0.0311772 | val_loss: 0.0311941 | Time: 2004.45 ms
[2021-09-24 08:41:46 main:581] : INFO : Epoch 1668 | loss: 0.0311784 | val_loss: 0.0312009 | Time: 1992.7 ms
[2021-09-24 08:41:48 main:581] : INFO : Epoch 1669 | loss: 0.031178 | val_loss: 0.0311929 | Time: 1918.82 ms
[2021-09-24 08:41:50 main:581] : INFO : Epoch 1670 | loss: 0.0311738 | val_loss: 0.0311946 | Time: 2025.66 ms
[2021-09-24 08:41:52 main:581] : INFO : Epoch 1671 | loss: 0.0311746 | val_loss: 0.0312018 | Time: 2203.82 ms
[2021-09-24 08:41:54 main:581] : INFO : Epoch 1672 | loss: 0.0311746 | val_loss: 0.0311937 | Time: 2222.66 ms
[2021-09-24 08:41:56 main:581] : INFO : Epoch 1673 | loss: 0.0311749 | val_loss: 0.0311934 | Time: 1932.84 ms
[2021-09-24 08:41:58 main:581] : INFO : Epoch 1674 | loss: 0.0311719 | val_loss: 0.0311948 | Time: 2116.97 ms
[2021-09-24 08:42:00 main:581] : INFO : Epoch 1675 | loss: 0.031174 | val_loss: 0.0311948 | Time: 2239.35 ms
[2021-09-24 08:42:03 main:581] : INFO : Epoch 1676 | loss: 0.0311735 | val_loss: 0.0311955 | Time: 2083.12 ms
[2021-09-24 08:42:05 main:581] : INFO : Epoch 1677 | loss: 0.0311731 | val_loss: 0.0311958 | Time: 1994.31 ms
[2021-09-24 08:42:07 main:581] : INFO : Epoch 1678 | loss: 0.0311744 | val_loss: 0.0311957 | Time: 2033.36 ms
[2021-09-24 08:42:09 main:581] : INFO : Epoch 1679 | loss: 0.0311723 | val_loss: 0.0311944 | Time: 1996.35 ms
[2021-09-24 08:42:10 main:581] : INFO : Epoch 1680 | loss: 0.0311723 | val_loss: 0.0311995 | Time: 1916.35 ms
[2021-09-24 08:42:12 main:581] : INFO : Epoch 1681 | loss: 0.0311735 | val_loss: 0.0311931 | Time: 1970 ms
[2021-09-24 08:42:14 main:581] : INFO : Epoch 1682 | loss: 0.0311719 | val_loss: 0.0311938 | Time: 2030.58 ms
[2021-09-24 08:42:16 main:581] : INFO : Epoch 1683 | loss: 0.031173 | val_loss: 0.0311926 | Time: 1955.97 ms
[2021-09-24 08:42:18 main:581] : INFO : Epoch 1684 | loss: 0.0311719 | val_loss: 0.031195 | Time: 1974.24 ms
[2021-09-24 08:42:20 main:581] : INFO : Epoch 1685 | loss: 0.031175 | val_loss: 0.0312146 | Time: 1995.55 ms
[2021-09-24 08:42:22 main:581] : INFO : Epoch 1686 | loss: 0.0311783 | val_loss: 0.0312003 | Time: 2071.37 ms
[2021-09-24 08:42:25 main:581] : INFO : Epoch 1687 | loss: 0.0311725 | val_loss: 0.0311988 | Time: 2046.74 ms
[2021-09-24 08:42:27 main:581] : INFO : Epoch 1688 | loss: 0.0311705 | val_loss: 0.0311958 | Time: 2022.83 ms
[2021-09-24 08:42:29 main:581] : INFO : Epoch 1689 | loss: 0.0311698 | val_loss: 0.0311972 | Time: 1974.9 ms
[2021-09-24 08:42:31 main:581] : INFO : Epoch 1690 | loss: 0.03117 | val_loss: 0.0311927 | Time: 2165.07 ms
[2021-09-24 08:42:33 main:581] : INFO : Epoch 1691 | loss: 0.0311708 | val_loss: 0.0311936 | Time: 2014.84 ms
[2021-09-24 08:42:35 main:581] : INFO : Epoch 1692 | loss: 0.0311704 | val_loss: 0.0311971 | Time: 1892.68 ms
[2021-09-24 08:42:37 main:581] : INFO : Epoch 1693 | loss: 0.0311721 | val_loss: 0.0311992 | Time: 1945.77 ms
[2021-09-24 08:42:39 main:581] : INFO : Epoch 1694 | loss: 0.0311744 | val_loss: 0.0311937 | Time: 1974.86 ms
[2021-09-24 08:42:41 main:581] : INFO : Epoch 1695 | loss: 0.0311705 | val_loss: 0.0311977 | Time: 2098.51 ms
[2021-09-24 08:42:43 main:581] : INFO : Epoch 1696 | loss: 0.031174 | val_loss: 0.0311942 | Time: 2231.98 ms
[2021-09-24 08:42:45 main:581] : INFO : Epoch 1697 | loss: 0.0311747 | val_loss: 0.0311981 | Time: 1937.92 ms
[2021-09-24 08:42:47 main:581] : INFO : Epoch 1698 | loss: 0.0311707 | val_loss: 0.0311913 | Time: 2150.03 ms
[2021-09-24 08:42:49 main:581] : INFO : Epoch 1699 | loss: 0.0311696 | val_loss: 0.031195 | Time: 2038.22 ms
[2021-09-24 08:42:51 main:581] : INFO : Epoch 1700 | loss: 0.0311707 | val_loss: 0.0311959 | Time: 1942.89 ms
[2021-09-24 08:42:53 main:581] : INFO : Epoch 1701 | loss: 0.03117 | val_loss: 0.0311988 | Time: 1961.56 ms
[2021-09-24 08:42:55 main:581] : INFO : Epoch 1702 | loss: 0.0311729 | val_loss: 0.0311945 | Time: 2010.63 ms
[2021-09-24 08:42:57 main:581] : INFO : Epoch 1703 | loss: 0.0311729 | val_loss: 0.0311929 | Time: 2123.77 ms
[2021-09-24 08:42:59 main:581] : INFO : Epoch 1704 | loss: 0.0311718 | val_loss: 0.0311945 | Time: 1946.31 ms
[2021-09-24 08:43:01 main:581] : INFO : Epoch 1705 | loss: 0.0311733 | val_loss: 0.0311949 | Time: 1897.46 ms
[2021-09-24 08:43:03 main:581] : INFO : Epoch 1706 | loss: 0.0311736 | val_loss: 0.0311941 | Time: 2196.58 ms
[2021-09-24 08:43:05 main:581] : INFO : Epoch 1707 | loss: 0.0311739 | val_loss: 0.0312057 | Time: 2239.88 ms
[2021-09-24 08:43:07 main:581] : INFO : Epoch 1708 | loss: 0.0311777 | val_loss: 0.0311962 | Time: 2055.23 ms
[2021-09-24 08:43:09 main:581] : INFO : Epoch 1709 | loss: 0.0311723 | val_loss: 0.0311905 | Time: 2043.86 ms
[2021-09-24 08:43:12 main:581] : INFO : Epoch 1710 | loss: 0.0311727 | val_loss: 0.0311966 | Time: 2170.75 ms
[2021-09-24 08:43:14 main:581] : INFO : Epoch 1711 | loss: 0.031175 | val_loss: 0.0311987 | Time: 2296.19 ms
[2021-09-24 08:43:16 main:581] : INFO : Epoch 1712 | loss: 0.0311764 | val_loss: 0.0311962 | Time: 2416.46 ms
[2021-09-24 08:43:18 main:581] : INFO : Epoch 1713 | loss: 0.0311768 | val_loss: 0.0312009 | Time: 2087.32 ms
[2021-09-24 08:43:20 main:581] : INFO : Epoch 1714 | loss: 0.0311875 | val_loss: 0.031198 | Time: 2018.28 ms
[2021-09-24 08:43:22 main:581] : INFO : Epoch 1715 | loss: 0.0311871 | val_loss: 0.0311969 | Time: 1958.14 ms
[2021-09-24 08:43:24 main:581] : INFO : Epoch 1716 | loss: 0.0311817 | val_loss: 0.0311955 | Time: 1890.6 ms
[2021-09-24 08:43:26 main:581] : INFO : Epoch 1717 | loss: 0.0311789 | val_loss: 0.0311933 | Time: 1941.97 ms
[2021-09-24 08:43:28 main:581] : INFO : Epoch 1718 | loss: 0.031177 | val_loss: 0.0311944 | Time: 2040.01 ms
[2021-09-24 08:43:30 main:581] : INFO : Epoch 1719 | loss: 0.0311821 | val_loss: 0.0311941 | Time: 1971.78 ms
[2021-09-24 08:43:32 main:581] : INFO : Epoch 1720 | loss: 0.0311951 | val_loss: 0.0312015 | Time: 1871.38 ms
[2021-09-24 08:43:34 main:581] : INFO : Epoch 1721 | loss: 0.0311998 | val_loss: 0.0312068 | Time: 2070.53 ms
[2021-09-24 08:43:36 main:581] : INFO : Epoch 1722 | loss: 0.0311998 | val_loss: 0.0311999 | Time: 1961.4 ms
[2021-09-24 08:43:38 main:581] : INFO : Epoch 1723 | loss: 0.0311967 | val_loss: 0.0311979 | Time: 2035.37 ms
[2021-09-24 08:43:40 main:581] : INFO : Epoch 1724 | loss: 0.0311923 | val_loss: 0.0311982 | Time: 1993.56 ms
[2021-09-24 08:43:42 main:581] : INFO : Epoch 1725 | loss: 0.0311923 | val_loss: 0.0311974 | Time: 2112.94 ms
[2021-09-24 08:43:44 main:581] : INFO : Epoch 1726 | loss: 0.0311906 | val_loss: 0.0311968 | Time: 2083.68 ms
[2021-09-24 08:43:46 main:581] : INFO : Epoch 1727 | loss: 0.0311913 | val_loss: 0.031195 | Time: 1928.78 ms
[2021-09-24 08:43:48 main:581] : INFO : Epoch 1728 | loss: 0.0311897 | val_loss: 0.0311961 | Time: 2039.52 ms
[2021-09-24 08:43:51 main:581] : INFO : Epoch 1729 | loss: 0.031188 | val_loss: 0.0311977 | Time: 2298.89 ms
[2021-09-24 08:43:52 main:581] : INFO : Epoch 1730 | loss: 0.0311876 | val_loss: 0.0311978 | Time: 1841.83 ms
[2021-09-24 08:43:54 main:581] : INFO : Epoch 1731 | loss: 0.0311877 | val_loss: 0.0311951 | Time: 1936.07 ms
[2021-09-24 08:43:56 main:581] : INFO : Epoch 1732 | loss: 0.0311885 | val_loss: 0.0311993 | Time: 1987.76 ms
[2021-09-24 08:43:58 main:581] : INFO : Epoch 1733 | loss: 0.0311873 | val_loss: 0.0311952 | Time: 2098.28 ms
[2021-09-24 08:44:00 main:581] : INFO : Epoch 1734 | loss: 0.0311852 | val_loss: 0.0311946 | Time: 2009.27 ms
[2021-09-24 08:44:02 main:581] : INFO : Epoch 1735 | loss: 0.0311863 | val_loss: 0.0311988 | Time: 1998.64 ms
[2021-09-24 08:44:04 main:581] : INFO : Epoch 1736 | loss: 0.0311859 | val_loss: 0.0311971 | Time: 1864.73 ms
[2021-09-24 08:44:06 main:581] : INFO : Epoch 1737 | loss: 0.0311846 | val_loss: 0.0311943 | Time: 2018.49 ms
[2021-09-24 08:44:08 main:581] : INFO : Epoch 1738 | loss: 0.0311839 | val_loss: 0.0311933 | Time: 1954.92 ms
[2021-09-24 08:44:10 main:581] : INFO : Epoch 1739 | loss: 0.0311844 | val_loss: 0.0311961 | Time: 2064.86 ms
[2021-09-24 08:44:12 main:581] : INFO : Epoch 1740 | loss: 0.0311842 | val_loss: 0.0311951 | Time: 1919.99 ms
[2021-09-24 08:44:14 main:581] : INFO : Epoch 1741 | loss: 0.0311838 | val_loss: 0.0311917 | Time: 1822.35 ms
[2021-09-24 08:44:16 main:581] : INFO : Epoch 1742 | loss: 0.0311845 | val_loss: 0.0311926 | Time: 1974.43 ms
[2021-09-24 08:44:18 main:581] : INFO : Epoch 1743 | loss: 0.0311842 | val_loss: 0.0311938 | Time: 2070.92 ms
[2021-09-24 08:44:20 main:581] : INFO : Epoch 1744 | loss: 0.0311819 | val_loss: 0.0311951 | Time: 1978.95 ms
[2021-09-24 08:44:22 main:581] : INFO : Epoch 1745 | loss: 0.0311814 | val_loss: 0.0311925 | Time: 1959.59 ms
[2021-09-24 08:44:24 main:581] : INFO : Epoch 1746 | loss: 0.0311842 | val_loss: 0.0311926 | Time: 1906.12 ms
[2021-09-24 08:44:26 main:581] : INFO : Epoch 1747 | loss: 0.0311879 | val_loss: 0.0311973 | Time: 2137.58 ms
[2021-09-24 08:44:28 main:581] : INFO : Epoch 1748 | loss: 0.031208 | val_loss: 0.031433 | Time: 2092.09 ms
[2021-09-24 08:44:30 main:581] : INFO : Epoch 1749 | loss: 0.0598915 | val_loss: 0.0326856 | Time: 2102.33 ms
[2021-09-24 08:44:32 main:581] : INFO : Epoch 1750 | loss: 0.0342215 | val_loss: 0.0313222 | Time: 2042.87 ms
[2021-09-24 08:44:34 main:581] : INFO : Epoch 1751 | loss: 0.0316938 | val_loss: 0.0314431 | Time: 2033.89 ms
[2021-09-24 08:44:36 main:581] : INFO : Epoch 1752 | loss: 0.0313237 | val_loss: 0.031256 | Time: 2009.09 ms
[2021-09-24 08:44:38 main:581] : INFO : Epoch 1753 | loss: 0.0312484 | val_loss: 0.0312349 | Time: 2027.51 ms
[2021-09-24 08:44:40 main:581] : INFO : Epoch 1754 | loss: 0.0312323 | val_loss: 0.0312288 | Time: 1930.12 ms
[2021-09-24 08:44:42 main:581] : INFO : Epoch 1755 | loss: 0.0312279 | val_loss: 0.0312261 | Time: 1987.75 ms
[2021-09-24 08:44:44 main:581] : INFO : Epoch 1756 | loss: 0.031226 | val_loss: 0.0312248 | Time: 2004.07 ms
[2021-09-24 08:44:46 main:581] : INFO : Epoch 1757 | loss: 0.0312244 | val_loss: 0.0312235 | Time: 1920.56 ms
[2021-09-24 08:44:48 main:581] : INFO : Epoch 1758 | loss: 0.0312236 | val_loss: 0.0312232 | Time: 1900.81 ms
[2021-09-24 08:44:50 main:581] : INFO : Epoch 1759 | loss: 0.0312229 | val_loss: 0.0312226 | Time: 1815.47 ms
[2021-09-24 08:44:52 main:581] : INFO : Epoch 1760 | loss: 0.0312227 | val_loss: 0.0312227 | Time: 1895.57 ms
[2021-09-24 08:44:54 main:581] : INFO : Epoch 1761 | loss: 0.0312223 | val_loss: 0.0312214 | Time: 2065.46 ms
[2021-09-24 08:44:56 main:581] : INFO : Epoch 1762 | loss: 0.0312215 | val_loss: 0.0312214 | Time: 1979.01 ms
[2021-09-24 08:44:58 main:581] : INFO : Epoch 1763 | loss: 0.0312215 | val_loss: 0.0312209 | Time: 2002.68 ms
[2021-09-24 08:45:00 main:581] : INFO : Epoch 1764 | loss: 0.0312211 | val_loss: 0.031222 | Time: 2108.11 ms
[2021-09-24 08:45:02 main:581] : INFO : Epoch 1765 | loss: 0.0312213 | val_loss: 0.0312215 | Time: 2009.76 ms
[2021-09-24 08:45:04 main:581] : INFO : Epoch 1766 | loss: 0.0312221 | val_loss: 0.0312205 | Time: 1932.86 ms
[2021-09-24 08:45:06 main:581] : INFO : Epoch 1767 | loss: 0.0312222 | val_loss: 0.0312208 | Time: 2174.35 ms
[2021-09-24 08:45:08 main:581] : INFO : Epoch 1768 | loss: 0.0312215 | val_loss: 0.0312199 | Time: 2156.4 ms
[2021-09-24 08:45:10 main:581] : INFO : Epoch 1769 | loss: 0.0312196 | val_loss: 0.0312191 | Time: 1831.12 ms
[2021-09-24 08:45:12 main:581] : INFO : Epoch 1770 | loss: 0.0312195 | val_loss: 0.0312191 | Time: 1908.05 ms
[2021-09-24 08:45:14 main:581] : INFO : Epoch 1771 | loss: 0.0312195 | val_loss: 0.0312186 | Time: 1866.9 ms
[2021-09-24 08:45:16 main:581] : INFO : Epoch 1772 | loss: 0.0312193 | val_loss: 0.0312191 | Time: 1989.59 ms
[2021-09-24 08:45:18 main:581] : INFO : Epoch 1773 | loss: 0.0312193 | val_loss: 0.031219 | Time: 1975.03 ms
[2021-09-24 08:45:20 main:581] : INFO : Epoch 1774 | loss: 0.0312191 | val_loss: 0.0312199 | Time: 2090 ms
[2021-09-24 08:45:22 main:581] : INFO : Epoch 1775 | loss: 0.0312188 | val_loss: 0.0312179 | Time: 2043.7 ms
[2021-09-24 08:45:24 main:581] : INFO : Epoch 1776 | loss: 0.0312193 | val_loss: 0.0312186 | Time: 2128.62 ms
[2021-09-24 08:45:26 main:581] : INFO : Epoch 1777 | loss: 0.031219 | val_loss: 0.0312182 | Time: 1948.57 ms
[2021-09-24 08:45:28 main:581] : INFO : Epoch 1778 | loss: 0.0312186 | val_loss: 0.0312186 | Time: 2057.27 ms
[2021-09-24 08:45:30 main:581] : INFO : Epoch 1779 | loss: 0.0312186 | val_loss: 0.0312185 | Time: 1900.64 ms
[2021-09-24 08:45:32 main:581] : INFO : Epoch 1780 | loss: 0.0312189 | val_loss: 0.0312208 | Time: 1977.8 ms
[2021-09-24 08:45:34 main:581] : INFO : Epoch 1781 | loss: 0.0312195 | val_loss: 0.0312193 | Time: 1888.96 ms
[2021-09-24 08:45:36 main:581] : INFO : Epoch 1782 | loss: 0.0312185 | val_loss: 0.0312176 | Time: 1776.31 ms
[2021-09-24 08:45:38 main:581] : INFO : Epoch 1783 | loss: 0.0312192 | val_loss: 0.0312192 | Time: 1961.57 ms
[2021-09-24 08:45:40 main:581] : INFO : Epoch 1784 | loss: 0.0312186 | val_loss: 0.031219 | Time: 2141.98 ms
[2021-09-24 08:45:42 main:581] : INFO : Epoch 1785 | loss: 0.0312185 | val_loss: 0.0312182 | Time: 1937.72 ms
[2021-09-24 08:45:44 main:581] : INFO : Epoch 1786 | loss: 0.0312184 | val_loss: 0.0312177 | Time: 2074.33 ms
[2021-09-24 08:45:46 main:581] : INFO : Epoch 1787 | loss: 0.0312184 | val_loss: 0.0312178 | Time: 1874.02 ms
[2021-09-24 08:45:48 main:581] : INFO : Epoch 1788 | loss: 0.0312185 | val_loss: 0.0312175 | Time: 2269.09 ms
[2021-09-24 08:45:50 main:581] : INFO : Epoch 1789 | loss: 0.0312179 | val_loss: 0.0312172 | Time: 2079.36 ms
[2021-09-24 08:45:52 main:581] : INFO : Epoch 1790 | loss: 0.0312177 | val_loss: 0.0312177 | Time: 2107.01 ms
[2021-09-24 08:45:54 main:581] : INFO : Epoch 1791 | loss: 0.0312176 | val_loss: 0.0312174 | Time: 1850.27 ms
[2021-09-24 08:45:56 main:581] : INFO : Epoch 1792 | loss: 0.0312179 | val_loss: 0.0312193 | Time: 1831.64 ms
[2021-09-24 08:45:58 main:581] : INFO : Epoch 1793 | loss: 0.0312183 | val_loss: 0.031218 | Time: 1867.1 ms
[2021-09-24 08:46:00 main:581] : INFO : Epoch 1794 | loss: 0.0312184 | val_loss: 0.0312171 | Time: 2137.72 ms
[2021-09-24 08:46:02 main:581] : INFO : Epoch 1795 | loss: 0.0312179 | val_loss: 0.0312184 | Time: 2037.91 ms
[2021-09-24 08:46:04 main:581] : INFO : Epoch 1796 | loss: 0.0312178 | val_loss: 0.0312176 | Time: 1849.24 ms
[2021-09-24 08:46:06 main:581] : INFO : Epoch 1797 | loss: 0.0312189 | val_loss: 0.0312186 | Time: 2196.2 ms
[2021-09-24 08:46:08 main:581] : INFO : Epoch 1798 | loss: 0.0312176 | val_loss: 0.031217 | Time: 2095.09 ms
[2021-09-24 08:46:10 main:581] : INFO : Epoch 1799 | loss: 0.0312173 | val_loss: 0.031217 | Time: 2062.94 ms
[2021-09-24 08:46:12 main:581] : INFO : Epoch 1800 | loss: 0.0312179 | val_loss: 0.0312169 | Time: 2045.65 ms
[2021-09-24 08:46:14 main:581] : INFO : Epoch 1801 | loss: 0.0312174 | val_loss: 0.0312176 | Time: 2220.75 ms
[2021-09-24 08:46:16 main:581] : INFO : Epoch 1802 | loss: 0.0312185 | val_loss: 0.031217 | Time: 2044.59 ms
[2021-09-24 08:46:18 main:581] : INFO : Epoch 1803 | loss: 0.031218 | val_loss: 0.0312172 | Time: 1954.5 ms
[2021-09-24 08:46:20 main:581] : INFO : Epoch 1804 | loss: 0.0312182 | val_loss: 0.0312171 | Time: 1877.5 ms
[2021-09-24 08:46:22 main:581] : INFO : Epoch 1805 | loss: 0.031217 | val_loss: 0.031217 | Time: 1974.57 ms
[2021-09-24 08:46:24 main:581] : INFO : Epoch 1806 | loss: 0.0312173 | val_loss: 0.0312203 | Time: 2054.8 ms
[2021-09-24 08:46:26 main:581] : INFO : Epoch 1807 | loss: 0.0312176 | val_loss: 0.0312167 | Time: 1886.54 ms
[2021-09-24 08:46:28 main:581] : INFO : Epoch 1808 | loss: 0.0312171 | val_loss: 0.0312164 | Time: 2097.86 ms
[2021-09-24 08:46:30 main:581] : INFO : Epoch 1809 | loss: 0.0312168 | val_loss: 0.0312167 | Time: 2183.31 ms
[2021-09-24 08:46:33 main:581] : INFO : Epoch 1810 | loss: 0.0312171 | val_loss: 0.0312171 | Time: 2188.33 ms
[2021-09-24 08:46:35 main:581] : INFO : Epoch 1811 | loss: 0.0312167 | val_loss: 0.0312172 | Time: 2210.43 ms
[2021-09-24 08:46:37 main:581] : INFO : Epoch 1812 | loss: 0.0312177 | val_loss: 0.0312189 | Time: 2023.66 ms
[2021-09-24 08:46:39 main:581] : INFO : Epoch 1813 | loss: 0.0312177 | val_loss: 0.0312162 | Time: 2245.2 ms
[2021-09-24 08:46:41 main:581] : INFO : Epoch 1814 | loss: 0.0312169 | val_loss: 0.0312155 | Time: 2067.34 ms
[2021-09-24 08:46:43 main:581] : INFO : Epoch 1815 | loss: 0.0312165 | val_loss: 0.0312156 | Time: 2185.91 ms
[2021-09-24 08:46:46 main:581] : INFO : Epoch 1816 | loss: 0.0312171 | val_loss: 0.0312153 | Time: 2157.82 ms
[2021-09-24 08:46:48 main:581] : INFO : Epoch 1817 | loss: 0.0312162 | val_loss: 0.0312151 | Time: 2249.44 ms
[2021-09-24 08:46:50 main:581] : INFO : Epoch 1818 | loss: 0.0312164 | val_loss: 0.0312149 | Time: 2268.69 ms
[2021-09-24 08:46:52 main:581] : INFO : Epoch 1819 | loss: 0.0312164 | val_loss: 0.0312151 | Time: 2172.08 ms
[2021-09-24 08:46:54 main:581] : INFO : Epoch 1820 | loss: 0.0312166 | val_loss: 0.031215 | Time: 2106.6 ms
[2021-09-24 08:46:57 main:581] : INFO : Epoch 1821 | loss: 0.0312161 | val_loss: 0.0312147 | Time: 2485.58 ms
[2021-09-24 08:46:59 main:581] : INFO : Epoch 1822 | loss: 0.031216 | val_loss: 0.0312153 | Time: 2313.98 ms
[2021-09-24 08:47:01 main:581] : INFO : Epoch 1823 | loss: 0.0312168 | val_loss: 0.0312144 | Time: 2151.31 ms
[2021-09-24 08:47:03 main:581] : INFO : Epoch 1824 | loss: 0.0312174 | val_loss: 0.0312175 | Time: 2179.68 ms
[2021-09-24 08:47:06 main:581] : INFO : Epoch 1825 | loss: 0.0312174 | val_loss: 0.0312142 | Time: 2148.53 ms
[2021-09-24 08:47:08 main:581] : INFO : Epoch 1826 | loss: 0.031216 | val_loss: 0.0312161 | Time: 2230.96 ms
[2021-09-24 08:47:10 main:581] : INFO : Epoch 1827 | loss: 0.0312163 | val_loss: 0.0312148 | Time: 2195.21 ms
[2021-09-24 08:47:12 main:581] : INFO : Epoch 1828 | loss: 0.0312161 | val_loss: 0.0312166 | Time: 2349.98 ms
[2021-09-24 08:47:15 main:581] : INFO : Epoch 1829 | loss: 0.0312162 | val_loss: 0.0312148 | Time: 2186.01 ms
[2021-09-24 08:47:17 main:581] : INFO : Epoch 1830 | loss: 0.0312156 | val_loss: 0.0312141 | Time: 2147.92 ms
[2021-09-24 08:47:19 main:581] : INFO : Epoch 1831 | loss: 0.0312159 | val_loss: 0.0312164 | Time: 2224.68 ms
[2021-09-24 08:47:21 main:581] : INFO : Epoch 1832 | loss: 0.0312199 | val_loss: 0.0312184 | Time: 2033.42 ms
[2021-09-24 08:47:23 main:581] : INFO : Epoch 1833 | loss: 0.0312177 | val_loss: 0.0312139 | Time: 2115.25 ms
[2021-09-24 08:47:25 main:581] : INFO : Epoch 1834 | loss: 0.0312159 | val_loss: 0.0312141 | Time: 2254.89 ms
[2021-09-24 08:47:27 main:581] : INFO : Epoch 1835 | loss: 0.0312165 | val_loss: 0.031217 | Time: 2057.87 ms
[2021-09-24 08:47:30 main:581] : INFO : Epoch 1836 | loss: 0.0312165 | val_loss: 0.0312145 | Time: 2148.95 ms
[2021-09-24 08:47:32 main:581] : INFO : Epoch 1837 | loss: 0.0312156 | val_loss: 0.0312155 | Time: 2079.56 ms
[2021-09-24 08:47:34 main:581] : INFO : Epoch 1838 | loss: 0.0312161 | val_loss: 0.0312148 | Time: 2073.93 ms
[2021-09-24 08:47:36 main:581] : INFO : Epoch 1839 | loss: 0.0312151 | val_loss: 0.0312161 | Time: 2108.08 ms
[2021-09-24 08:47:38 main:581] : INFO : Epoch 1840 | loss: 0.0312157 | val_loss: 0.0312131 | Time: 2223.28 ms
[2021-09-24 08:47:40 main:581] : INFO : Epoch 1841 | loss: 0.0312143 | val_loss: 0.0312129 | Time: 2121.3 ms
[2021-09-24 08:47:42 main:581] : INFO : Epoch 1842 | loss: 0.0312136 | val_loss: 0.031213 | Time: 2133.47 ms
[2021-09-24 08:47:44 main:581] : INFO : Epoch 1843 | loss: 0.0312139 | val_loss: 0.0312138 | Time: 2163.33 ms
[2021-09-24 08:47:47 main:581] : INFO : Epoch 1844 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 2058.6 ms
[2021-09-24 08:47:49 main:581] : INFO : Epoch 1845 | loss: 0.0312143 | val_loss: 0.0312131 | Time: 2277.24 ms
[2021-09-24 08:47:51 main:581] : INFO : Epoch 1846 | loss: 0.0312137 | val_loss: 0.0312124 | Time: 2046.76 ms
[2021-09-24 08:47:53 main:581] : INFO : Epoch 1847 | loss: 0.031215 | val_loss: 0.0312124 | Time: 2264.95 ms
[2021-09-24 08:47:55 main:581] : INFO : Epoch 1848 | loss: 0.0312135 | val_loss: 0.0312162 | Time: 2340.74 ms
[2021-09-24 08:47:58 main:581] : INFO : Epoch 1849 | loss: 0.0312166 | val_loss: 0.0312129 | Time: 2248.02 ms
[2021-09-24 08:48:00 main:581] : INFO : Epoch 1850 | loss: 0.0312133 | val_loss: 0.031215 | Time: 2120.53 ms
[2021-09-24 08:48:02 main:581] : INFO : Epoch 1851 | loss: 0.0312127 | val_loss: 0.0312119 | Time: 2413.94 ms
[2021-09-24 08:48:05 main:581] : INFO : Epoch 1852 | loss: 0.0312134 | val_loss: 0.031214 | Time: 2441.18 ms
[2021-09-24 08:48:07 main:581] : INFO : Epoch 1853 | loss: 0.0312118 | val_loss: 0.0312121 | Time: 1911.15 ms
[2021-09-24 08:48:09 main:581] : INFO : Epoch 1854 | loss: 0.031211 | val_loss: 0.0312107 | Time: 2275.34 ms
[2021-09-24 08:48:11 main:581] : INFO : Epoch 1855 | loss: 0.0312109 | val_loss: 0.0312118 | Time: 2074.31 ms
[2021-09-24 08:48:13 main:581] : INFO : Epoch 1856 | loss: 0.0312115 | val_loss: 0.0312144 | Time: 2067.37 ms
[2021-09-24 08:48:15 main:581] : INFO : Epoch 1857 | loss: 0.0312116 | val_loss: 0.031212 | Time: 2198.38 ms
[2021-09-24 08:48:17 main:581] : INFO : Epoch 1858 | loss: 0.0312119 | val_loss: 0.0312132 | Time: 1843.47 ms
[2021-09-24 08:48:19 main:581] : INFO : Epoch 1859 | loss: 0.0312117 | val_loss: 0.0312133 | Time: 2000.78 ms
[2021-09-24 08:48:22 main:581] : INFO : Epoch 1860 | loss: 0.0312138 | val_loss: 0.0312133 | Time: 2578.85 ms
[2021-09-24 08:48:24 main:581] : INFO : Epoch 1861 | loss: 0.0312115 | val_loss: 0.0312127 | Time: 2173.43 ms
[2021-09-24 08:48:26 main:581] : INFO : Epoch 1862 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 2159.17 ms
[2021-09-24 08:48:28 main:581] : INFO : Epoch 1863 | loss: 0.0312111 | val_loss: 0.0312109 | Time: 2279.37 ms
[2021-09-24 08:48:31 main:581] : INFO : Epoch 1864 | loss: 0.0312096 | val_loss: 0.0312097 | Time: 2260.02 ms
[2021-09-24 08:48:33 main:581] : INFO : Epoch 1865 | loss: 0.0312088 | val_loss: 0.0312097 | Time: 2236.79 ms
[2021-09-24 08:48:35 main:581] : INFO : Epoch 1866 | loss: 0.0312084 | val_loss: 0.0312114 | Time: 2076.02 ms
[2021-09-24 08:48:37 main:581] : INFO : Epoch 1867 | loss: 0.031209 | val_loss: 0.0312153 | Time: 2149.08 ms
[2021-09-24 08:48:39 main:581] : INFO : Epoch 1868 | loss: 0.0312076 | val_loss: 0.0312065 | Time: 2330.43 ms
[2021-09-24 08:48:41 main:581] : INFO : Epoch 1869 | loss: 0.0312068 | val_loss: 0.031209 | Time: 2151.3 ms
[2021-09-24 08:48:44 main:581] : INFO : Epoch 1870 | loss: 0.0312041 | val_loss: 0.0312042 | Time: 2232.5 ms
[2021-09-24 08:48:46 main:581] : INFO : Epoch 1871 | loss: 0.0312052 | val_loss: 0.0312108 | Time: 2174.95 ms
[2021-09-24 08:48:48 main:581] : INFO : Epoch 1872 | loss: 0.0312024 | val_loss: 0.0312062 | Time: 2012.62 ms
[2021-09-24 08:48:50 main:581] : INFO : Epoch 1873 | loss: 0.0312021 | val_loss: 0.0312073 | Time: 1923.37 ms
[2021-09-24 08:48:52 main:581] : INFO : Epoch 1874 | loss: 0.0312025 | val_loss: 0.0312078 | Time: 1937.25 ms
[2021-09-24 08:48:54 main:581] : INFO : Epoch 1875 | loss: 0.031206 | val_loss: 0.0312066 | Time: 1931.67 ms
[2021-09-24 08:48:56 main:581] : INFO : Epoch 1876 | loss: 0.0312019 | val_loss: 0.0312034 | Time: 2003.95 ms
[2021-09-24 08:48:58 main:581] : INFO : Epoch 1877 | loss: 0.0312001 | val_loss: 0.0312025 | Time: 2189.14 ms
[2021-09-24 08:49:00 main:581] : INFO : Epoch 1878 | loss: 0.0311999 | val_loss: 0.0311995 | Time: 2028.58 ms
[2021-09-24 08:49:02 main:581] : INFO : Epoch 1879 | loss: 0.0311972 | val_loss: 0.031199 | Time: 2152.68 ms
[2021-09-24 08:49:04 main:581] : INFO : Epoch 1880 | loss: 0.031197 | val_loss: 0.0312023 | Time: 2067.58 ms
[2021-09-24 08:49:06 main:581] : INFO : Epoch 1881 | loss: 0.031198 | val_loss: 0.0311995 | Time: 2319.45 ms
[2021-09-24 08:49:09 main:581] : INFO : Epoch 1882 | loss: 0.0311956 | val_loss: 0.0311989 | Time: 2254.33 ms
[2021-09-24 08:49:11 main:581] : INFO : Epoch 1883 | loss: 0.031197 | val_loss: 0.0311997 | Time: 2107.44 ms
[2021-09-24 08:49:13 main:581] : INFO : Epoch 1884 | loss: 0.0311949 | val_loss: 0.0312011 | Time: 2125.65 ms
[2021-09-24 08:49:15 main:581] : INFO : Epoch 1885 | loss: 0.031196 | val_loss: 0.0312092 | Time: 1990.12 ms
[2021-09-24 08:49:17 main:581] : INFO : Epoch 1886 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 2120.13 ms
[2021-09-24 08:49:19 main:581] : INFO : Epoch 1887 | loss: 0.0311948 | val_loss: 0.0311954 | Time: 2202.71 ms
[2021-09-24 08:49:21 main:581] : INFO : Epoch 1888 | loss: 0.0311931 | val_loss: 0.0311985 | Time: 2053.82 ms
[2021-09-24 08:49:24 main:581] : INFO : Epoch 1889 | loss: 0.0311937 | val_loss: 0.0311941 | Time: 2183.41 ms
[2021-09-24 08:49:26 main:581] : INFO : Epoch 1890 | loss: 0.0311935 | val_loss: 0.0311998 | Time: 2248.95 ms
[2021-09-24 08:49:28 main:581] : INFO : Epoch 1891 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 1961.58 ms
[2021-09-24 08:49:30 main:581] : INFO : Epoch 1892 | loss: 0.0311944 | val_loss: 0.0312033 | Time: 2161.58 ms
[2021-09-24 08:49:32 main:581] : INFO : Epoch 1893 | loss: 0.0311965 | val_loss: 0.0312009 | Time: 2088.3 ms
[2021-09-24 08:49:34 main:581] : INFO : Epoch 1894 | loss: 0.031193 | val_loss: 0.031194 | Time: 2264.39 ms
[2021-09-24 08:49:36 main:581] : INFO : Epoch 1895 | loss: 0.0311933 | val_loss: 0.0311972 | Time: 1995.86 ms
[2021-09-24 08:49:38 main:581] : INFO : Epoch 1896 | loss: 0.031192 | val_loss: 0.0311936 | Time: 2112.67 ms
[2021-09-24 08:49:41 main:581] : INFO : Epoch 1897 | loss: 0.0311943 | val_loss: 0.0311949 | Time: 2376.94 ms
[2021-09-24 08:49:43 main:581] : INFO : Epoch 1898 | loss: 0.0311911 | val_loss: 0.0311938 | Time: 2107.13 ms
[2021-09-24 08:49:45 main:581] : INFO : Epoch 1899 | loss: 0.0311899 | val_loss: 0.0311933 | Time: 1885.79 ms
[2021-09-24 08:49:47 main:581] : INFO : Epoch 1900 | loss: 0.0311926 | val_loss: 0.031193 | Time: 2173.56 ms
[2021-09-24 08:49:49 main:581] : INFO : Epoch 1901 | loss: 0.0311912 | val_loss: 0.0311969 | Time: 2171.51 ms
[2021-09-24 08:49:51 main:581] : INFO : Epoch 1902 | loss: 0.0311911 | val_loss: 0.0311941 | Time: 2048.74 ms
[2021-09-24 08:49:53 main:581] : INFO : Epoch 1903 | loss: 0.0311908 | val_loss: 0.0311931 | Time: 2166.28 ms
[2021-09-24 08:49:55 main:581] : INFO : Epoch 1904 | loss: 0.0311919 | val_loss: 0.0311998 | Time: 2034.58 ms
[2021-09-24 08:49:58 main:581] : INFO : Epoch 1905 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 2257.3 ms
[2021-09-24 08:50:00 main:581] : INFO : Epoch 1906 | loss: 0.0311947 | val_loss: 0.0311942 | Time: 2087.6 ms
[2021-09-24 08:50:02 main:581] : INFO : Epoch 1907 | loss: 0.0312022 | val_loss: 0.0312089 | Time: 1872.28 ms
[2021-09-24 08:50:03 main:581] : INFO : Epoch 1908 | loss: 0.0311919 | val_loss: 0.0311956 | Time: 1722.05 ms
[2021-09-24 08:50:05 main:581] : INFO : Epoch 1909 | loss: 0.0311895 | val_loss: 0.0312006 | Time: 1644.48 ms
[2021-09-24 08:50:07 main:581] : INFO : Epoch 1910 | loss: 0.0311926 | val_loss: 0.0311926 | Time: 1902.62 ms
[2021-09-24 08:50:09 main:581] : INFO : Epoch 1911 | loss: 0.0311925 | val_loss: 0.0311952 | Time: 1907.34 ms
[2021-09-24 08:50:11 main:581] : INFO : Epoch 1912 | loss: 0.0311932 | val_loss: 0.0311934 | Time: 2196.85 ms
[2021-09-24 08:50:13 main:581] : INFO : Epoch 1913 | loss: 0.0311889 | val_loss: 0.0311937 | Time: 1985.69 ms
[2021-09-24 08:50:15 main:581] : INFO : Epoch 1914 | loss: 0.0311903 | val_loss: 0.0311926 | Time: 1932.37 ms
[2021-09-24 08:50:17 main:581] : INFO : Epoch 1915 | loss: 0.0311902 | val_loss: 0.0312081 | Time: 2049.11 ms
[2021-09-24 08:50:19 main:581] : INFO : Epoch 1916 | loss: 0.0311941 | val_loss: 0.0311995 | Time: 2144.41 ms
[2021-09-24 08:50:21 main:581] : INFO : Epoch 1917 | loss: 0.0311927 | val_loss: 0.0311967 | Time: 1954.01 ms
[2021-09-24 08:50:23 main:581] : INFO : Epoch 1918 | loss: 0.0311886 | val_loss: 0.031193 | Time: 2095.25 ms
[2021-09-24 08:50:25 main:581] : INFO : Epoch 1919 | loss: 0.0311883 | val_loss: 0.0311925 | Time: 2162.96 ms
[2021-09-24 08:50:27 main:581] : INFO : Epoch 1920 | loss: 0.0311905 | val_loss: 0.0312008 | Time: 2105.6 ms
[2021-09-24 08:50:29 main:581] : INFO : Epoch 1921 | loss: 0.0311963 | val_loss: 0.0311969 | Time: 2115.25 ms
[2021-09-24 08:50:31 main:581] : INFO : Epoch 1922 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 2026.59 ms
[2021-09-24 08:50:34 main:581] : INFO : Epoch 1923 | loss: 0.031191 | val_loss: 0.0311998 | Time: 2083.01 ms
[2021-09-24 08:50:36 main:581] : INFO : Epoch 1924 | loss: 0.0311896 | val_loss: 0.0311945 | Time: 2158.99 ms
[2021-09-24 08:50:38 main:581] : INFO : Epoch 1925 | loss: 0.0311914 | val_loss: 0.031194 | Time: 1936.44 ms
[2021-09-24 08:50:40 main:581] : INFO : Epoch 1926 | loss: 0.0311883 | val_loss: 0.0311936 | Time: 1976.06 ms
[2021-09-24 08:50:42 main:581] : INFO : Epoch 1927 | loss: 0.0311888 | val_loss: 0.0312 | Time: 2249.89 ms
[2021-09-24 08:50:44 main:581] : INFO : Epoch 1928 | loss: 0.0311896 | val_loss: 0.0312059 | Time: 1991.37 ms
[2021-09-24 08:50:46 main:581] : INFO : Epoch 1929 | loss: 0.031188 | val_loss: 0.0311953 | Time: 2149.46 ms
[2021-09-24 08:50:48 main:581] : INFO : Epoch 1930 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 1947.07 ms
[2021-09-24 08:50:50 main:581] : INFO : Epoch 1931 | loss: 0.0311884 | val_loss: 0.0311973 | Time: 2024.64 ms
[2021-09-24 08:50:52 main:581] : INFO : Epoch 1932 | loss: 0.0311936 | val_loss: 0.0312074 | Time: 2096.2 ms
[2021-09-24 08:50:54 main:581] : INFO : Epoch 1933 | loss: 0.0312014 | val_loss: 0.0312053 | Time: 2182.71 ms
[2021-09-24 08:50:56 main:581] : INFO : Epoch 1934 | loss: 0.0311992 | val_loss: 0.0312112 | Time: 1998.3 ms
[2021-09-24 08:50:58 main:581] : INFO : Epoch 1935 | loss: 0.0311974 | val_loss: 0.0311972 | Time: 2088.79 ms
[2021-09-24 08:51:00 main:581] : INFO : Epoch 1936 | loss: 0.0311943 | val_loss: 0.0311977 | Time: 1947.61 ms
[2021-09-24 08:51:02 main:581] : INFO : Epoch 1937 | loss: 0.0311942 | val_loss: 0.0311946 | Time: 2173.65 ms
[2021-09-24 08:51:05 main:581] : INFO : Epoch 1938 | loss: 0.0311925 | val_loss: 0.0311983 | Time: 2141.08 ms
[2021-09-24 08:51:07 main:581] : INFO : Epoch 1939 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 2008.73 ms
[2021-09-24 08:51:09 main:581] : INFO : Epoch 1940 | loss: 0.0311954 | val_loss: 0.0312136 | Time: 1949.63 ms
[2021-09-24 08:51:11 main:581] : INFO : Epoch 1941 | loss: 0.0311975 | val_loss: 0.0311983 | Time: 1922.37 ms
[2021-09-24 08:51:13 main:581] : INFO : Epoch 1942 | loss: 0.0311947 | val_loss: 0.0311951 | Time: 2119.51 ms
[2021-09-24 08:51:15 main:581] : INFO : Epoch 1943 | loss: 0.0311956 | val_loss: 0.0312027 | Time: 2177.43 ms
[2021-09-24 08:51:17 main:581] : INFO : Epoch 1944 | loss: 0.0311902 | val_loss: 0.0311983 | Time: 2163.68 ms
[2021-09-24 08:51:19 main:581] : INFO : Epoch 1945 | loss: 0.0311904 | val_loss: 0.0311964 | Time: 2047.98 ms
[2021-09-24 08:51:21 main:581] : INFO : Epoch 1946 | loss: 0.0311886 | val_loss: 0.0312042 | Time: 2014.57 ms
[2021-09-24 08:51:23 main:581] : INFO : Epoch 1947 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 1968.7 ms
[2021-09-24 08:51:25 main:581] : INFO : Epoch 1948 | loss: 0.0311964 | val_loss: 0.0311937 | Time: 2137.16 ms
[2021-09-24 08:51:27 main:581] : INFO : Epoch 1949 | loss: 0.0312045 | val_loss: 0.0311983 | Time: 2115.18 ms
[2021-09-24 08:51:30 main:581] : INFO : Epoch 1950 | loss: 0.0311915 | val_loss: 0.0311939 | Time: 2247.1 ms
[2021-09-24 08:51:32 main:581] : INFO : Epoch 1951 | loss: 0.0311872 | val_loss: 0.0311901 | Time: 2190.33 ms
[2021-09-24 08:51:34 main:581] : INFO : Epoch 1952 | loss: 0.0311906 | val_loss: 0.0311949 | Time: 2215.83 ms
[2021-09-24 08:51:36 main:581] : INFO : Epoch 1953 | loss: 0.0311977 | val_loss: 0.0312115 | Time: 2376.95 ms
[2021-09-24 08:51:38 main:581] : INFO : Epoch 1954 | loss: 0.0312016 | val_loss: 0.0312053 | Time: 1975 ms
[2021-09-24 08:51:41 main:581] : INFO : Epoch 1955 | loss: 0.0311925 | val_loss: 0.0311924 | Time: 2580.21 ms
[2021-09-24 08:51:43 main:581] : INFO : Epoch 1956 | loss: 0.0311874 | val_loss: 0.0311973 | Time: 2266.81 ms
[2021-09-24 08:51:45 main:581] : INFO : Epoch 1957 | loss: 0.0311863 | val_loss: 0.0311973 | Time: 1869.02 ms
[2021-09-24 08:51:47 main:581] : INFO : Epoch 1958 | loss: 0.0311862 | val_loss: 0.0311925 | Time: 2041.31 ms
[2021-09-24 08:51:49 main:581] : INFO : Epoch 1959 | loss: 0.0311868 | val_loss: 0.0311964 | Time: 2026.62 ms
[2021-09-24 08:51:51 main:581] : INFO : Epoch 1960 | loss: 0.0311875 | val_loss: 0.0311931 | Time: 1888.58 ms
[2021-09-24 08:51:53 main:581] : INFO : Epoch 1961 | loss: 0.0311896 | val_loss: 0.0312054 | Time: 2022.99 ms
[2021-09-24 08:51:55 main:581] : INFO : Epoch 1962 | loss: 0.031187 | val_loss: 0.0311943 | Time: 1944.45 ms
[2021-09-24 08:51:57 main:581] : INFO : Epoch 1963 | loss: 0.03119 | val_loss: 0.0311922 | Time: 1815.52 ms
[2021-09-24 08:51:59 main:581] : INFO : Epoch 1964 | loss: 0.0311897 | val_loss: 0.0311964 | Time: 1973.61 ms
[2021-09-24 08:52:01 main:581] : INFO : Epoch 1965 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 2027.67 ms
[2021-09-24 08:52:03 main:581] : INFO : Epoch 1966 | loss: 0.0311853 | val_loss: 0.0311943 | Time: 2337.66 ms
[2021-09-24 08:52:05 main:581] : INFO : Epoch 1967 | loss: 0.0311886 | val_loss: 0.0311926 | Time: 2206.13 ms
[2021-09-24 08:52:07 main:581] : INFO : Epoch 1968 | loss: 0.0311878 | val_loss: 0.031193 | Time: 2009.34 ms
[2021-09-24 08:52:09 main:581] : INFO : Epoch 1969 | loss: 0.0311903 | val_loss: 0.0311919 | Time: 2002.34 ms
[2021-09-24 08:52:11 main:581] : INFO : Epoch 1970 | loss: 0.031192 | val_loss: 0.0311955 | Time: 2047.31 ms
[2021-09-24 08:52:13 main:581] : INFO : Epoch 1971 | loss: 0.031197 | val_loss: 0.0311997 | Time: 2060.87 ms
[2021-09-24 08:52:15 main:581] : INFO : Epoch 1972 | loss: 0.0311892 | val_loss: 0.0311983 | Time: 2053.79 ms
[2021-09-24 08:52:17 main:581] : INFO : Epoch 1973 | loss: 0.0311874 | val_loss: 0.0311917 | Time: 2009.01 ms
[2021-09-24 08:52:20 main:581] : INFO : Epoch 1974 | loss: 0.0311857 | val_loss: 0.0311918 | Time: 2175.77 ms
[2021-09-24 08:52:21 main:581] : INFO : Epoch 1975 | loss: 0.0311845 | val_loss: 0.0311905 | Time: 1841.64 ms
[2021-09-24 08:52:23 main:581] : INFO : Epoch 1976 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 2005.3 ms
[2021-09-24 08:52:26 main:581] : INFO : Epoch 1977 | loss: 0.0311872 | val_loss: 0.0311988 | Time: 2184.83 ms
[2021-09-24 08:52:28 main:581] : INFO : Epoch 1978 | loss: 0.0311917 | val_loss: 0.0311931 | Time: 2242.76 ms
[2021-09-24 08:52:30 main:581] : INFO : Epoch 1979 | loss: 0.0311858 | val_loss: 0.0311928 | Time: 2246.25 ms
[2021-09-24 08:52:32 main:581] : INFO : Epoch 1980 | loss: 0.0311898 | val_loss: 0.0311948 | Time: 1970.49 ms
[2021-09-24 08:52:34 main:581] : INFO : Epoch 1981 | loss: 0.0311905 | val_loss: 0.0311931 | Time: 1982.71 ms
[2021-09-24 08:52:36 main:581] : INFO : Epoch 1982 | loss: 0.0311836 | val_loss: 0.0311939 | Time: 2090.76 ms
[2021-09-24 08:52:38 main:581] : INFO : Epoch 1983 | loss: 0.0311835 | val_loss: 0.031203 | Time: 1893.08 ms
[2021-09-24 08:52:40 main:581] : INFO : Epoch 1984 | loss: 0.031186 | val_loss: 0.0311904 | Time: 2011.72 ms
[2021-09-24 08:52:42 main:581] : INFO : Epoch 1985 | loss: 0.031186 | val_loss: 0.0312084 | Time: 2006.49 ms
[2021-09-24 08:52:44 main:581] : INFO : Epoch 1986 | loss: 0.0311964 | val_loss: 0.0312028 | Time: 2074.23 ms
[2021-09-24 08:52:46 main:581] : INFO : Epoch 1987 | loss: 0.0311998 | val_loss: 0.031201 | Time: 2071.37 ms
[2021-09-24 08:52:48 main:581] : INFO : Epoch 1988 | loss: 0.0311926 | val_loss: 0.0312008 | Time: 2090.08 ms
[2021-09-24 08:52:51 main:581] : INFO : Epoch 1989 | loss: 0.031204 | val_loss: 0.0312053 | Time: 2180.22 ms
[2021-09-24 08:52:53 main:581] : INFO : Epoch 1990 | loss: 0.0312009 | val_loss: 0.0311955 | Time: 2070.4 ms
[2021-09-24 08:52:55 main:581] : INFO : Epoch 1991 | loss: 0.0311975 | val_loss: 0.0312001 | Time: 2095.49 ms
[2021-09-24 08:52:57 main:581] : INFO : Epoch 1992 | loss: 0.0311957 | val_loss: 0.0311968 | Time: 2198.74 ms
[2021-09-24 08:52:59 main:581] : INFO : Epoch 1993 | loss: 0.0311951 | val_loss: 0.0312028 | Time: 2010.86 ms
[2021-09-24 08:53:01 main:581] : INFO : Epoch 1994 | loss: 0.0311982 | val_loss: 0.0311983 | Time: 2137.87 ms
[2021-09-24 08:53:03 main:581] : INFO : Epoch 1995 | loss: 0.0311951 | val_loss: 0.0311957 | Time: 2001.68 ms
[2021-09-24 08:53:05 main:581] : INFO : Epoch 1996 | loss: 0.031192 | val_loss: 0.0312003 | Time: 1777.55 ms
[2021-09-24 08:53:07 main:581] : INFO : Epoch 1997 | loss: 0.0311949 | val_loss: 0.0312017 | Time: 1965.07 ms
[2021-09-24 08:53:09 main:581] : INFO : Epoch 1998 | loss: 0.0311965 | val_loss: 0.0311964 | Time: 1997.56 ms
[2021-09-24 08:53:11 main:581] : INFO : Epoch 1999 | loss: 0.0311942 | val_loss: 0.0312052 | Time: 2032.7 ms
[2021-09-24 08:53:13 main:581] : INFO : Epoch 2000 | loss: 0.0311947 | val_loss: 0.0311972 | Time: 1924.57 ms
[2021-09-24 08:53:15 main:581] : INFO : Epoch 2001 | loss: 0.0311904 | val_loss: 0.0312007 | Time: 2415.67 ms
[2021-09-24 08:53:17 main:581] : INFO : Epoch 2002 | loss: 0.0311975 | val_loss: 0.0312051 | Time: 2199.59 ms
[2021-09-24 08:53:19 main:581] : INFO : Epoch 2003 | loss: 0.0311932 | val_loss: 0.0311974 | Time: 2097.88 ms
[2021-09-24 08:53:22 main:581] : INFO : Epoch 2004 | loss: 0.0311929 | val_loss: 0.0312018 | Time: 2202.83 ms
[2021-09-24 08:53:24 main:581] : INFO : Epoch 2005 | loss: 0.0311914 | val_loss: 0.0311949 | Time: 2204.4 ms
[2021-09-24 08:53:26 main:581] : INFO : Epoch 2006 | loss: 0.0311886 | val_loss: 0.031192 | Time: 2173.9 ms
[2021-09-24 08:53:28 main:581] : INFO : Epoch 2007 | loss: 0.0311925 | val_loss: 0.0312075 | Time: 2117.58 ms
[2021-09-24 08:53:30 main:581] : INFO : Epoch 2008 | loss: 0.0311945 | val_loss: 0.0312029 | Time: 2309.37 ms
[2021-09-24 08:53:32 main:581] : INFO : Epoch 2009 | loss: 0.0311916 | val_loss: 0.0311932 | Time: 1923.83 ms
[2021-09-24 08:53:35 main:581] : INFO : Epoch 2010 | loss: 0.0311881 | val_loss: 0.031199 | Time: 2144.12 ms
[2021-09-24 08:53:37 main:581] : INFO : Epoch 2011 | loss: 0.0311875 | val_loss: 0.0311908 | Time: 2145.3 ms
[2021-09-24 08:53:39 main:581] : INFO : Epoch 2012 | loss: 0.0311889 | val_loss: 0.0311993 | Time: 1942.14 ms
[2021-09-24 08:53:41 main:581] : INFO : Epoch 2013 | loss: 0.0311904 | val_loss: 0.0311995 | Time: 1882.38 ms
[2021-09-24 08:53:43 main:581] : INFO : Epoch 2014 | loss: 0.0312021 | val_loss: 0.0312002 | Time: 2050.41 ms
[2021-09-24 08:53:45 main:581] : INFO : Epoch 2015 | loss: 0.0311949 | val_loss: 0.0312105 | Time: 2077.09 ms
[2021-09-24 08:53:47 main:581] : INFO : Epoch 2016 | loss: 0.0311937 | val_loss: 0.0311927 | Time: 2307.2 ms
[2021-09-24 08:53:49 main:581] : INFO : Epoch 2017 | loss: 0.0311884 | val_loss: 0.0311951 | Time: 1963.54 ms
[2021-09-24 08:53:51 main:581] : INFO : Epoch 2018 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 1835.56 ms
[2021-09-24 08:53:53 main:581] : INFO : Epoch 2019 | loss: 0.0311877 | val_loss: 0.0311947 | Time: 2199.55 ms
[2021-09-24 08:53:55 main:581] : INFO : Epoch 2020 | loss: 0.0311931 | val_loss: 0.0311993 | Time: 2016.01 ms
[2021-09-24 08:53:57 main:581] : INFO : Epoch 2021 | loss: 0.0311905 | val_loss: 0.031197 | Time: 2223.55 ms
[2021-09-24 08:53:59 main:581] : INFO : Epoch 2022 | loss: 0.0311896 | val_loss: 0.0311909 | Time: 2251.19 ms
[2021-09-24 08:54:02 main:581] : INFO : Epoch 2023 | loss: 0.0311902 | val_loss: 0.0311913 | Time: 2115.86 ms
[2021-09-24 08:54:04 main:581] : INFO : Epoch 2024 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 2449.97 ms
[2021-09-24 08:54:06 main:581] : INFO : Epoch 2025 | loss: 0.0311868 | val_loss: 0.0311918 | Time: 2114.48 ms
[2021-09-24 08:54:08 main:581] : INFO : Epoch 2026 | loss: 0.0311965 | val_loss: 0.0311942 | Time: 1989.03 ms
[2021-09-24 08:54:10 main:581] : INFO : Epoch 2027 | loss: 0.0311926 | val_loss: 0.031203 | Time: 2129.39 ms
[2021-09-24 08:54:12 main:581] : INFO : Epoch 2028 | loss: 0.0311897 | val_loss: 0.031191 | Time: 1938.94 ms
[2021-09-24 08:54:14 main:581] : INFO : Epoch 2029 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 1929.05 ms
[2021-09-24 08:54:16 main:581] : INFO : Epoch 2030 | loss: 0.0311869 | val_loss: 0.0311915 | Time: 1995.74 ms
[2021-09-24 08:54:18 main:581] : INFO : Epoch 2031 | loss: 0.0311865 | val_loss: 0.0311946 | Time: 1929.52 ms
[2021-09-24 08:54:20 main:581] : INFO : Epoch 2032 | loss: 0.0311864 | val_loss: 0.0312035 | Time: 1953.31 ms
[2021-09-24 08:54:22 main:581] : INFO : Epoch 2033 | loss: 0.0311893 | val_loss: 0.0311969 | Time: 2014.9 ms
[2021-09-24 08:54:24 main:581] : INFO : Epoch 2034 | loss: 0.0311858 | val_loss: 0.031191 | Time: 2120.1 ms
[2021-09-24 08:54:26 main:581] : INFO : Epoch 2035 | loss: 0.031188 | val_loss: 0.031196 | Time: 2205.26 ms
[2021-09-24 08:54:28 main:581] : INFO : Epoch 2036 | loss: 0.0311907 | val_loss: 0.0311902 | Time: 2055.17 ms
[2021-09-24 08:54:30 main:581] : INFO : Epoch 2037 | loss: 0.0311894 | val_loss: 0.0311987 | Time: 2049.42 ms
[2021-09-24 08:54:33 main:581] : INFO : Epoch 2038 | loss: 0.0311873 | val_loss: 0.0311983 | Time: 2106.17 ms
[2021-09-24 08:54:35 main:581] : INFO : Epoch 2039 | loss: 0.0311932 | val_loss: 0.0311915 | Time: 2007.68 ms
[2021-09-24 08:54:37 main:581] : INFO : Epoch 2040 | loss: 0.031185 | val_loss: 0.0311912 | Time: 2113.61 ms
[2021-09-24 08:54:39 main:581] : INFO : Epoch 2041 | loss: 0.0311858 | val_loss: 0.03119 | Time: 2265.67 ms
[2021-09-24 08:54:41 main:581] : INFO : Epoch 2042 | loss: 0.031187 | val_loss: 0.0311901 | Time: 2005.03 ms
[2021-09-24 08:54:43 main:581] : INFO : Epoch 2043 | loss: 0.0311958 | val_loss: 0.0311928 | Time: 2107.74 ms
[2021-09-24 08:54:45 main:581] : INFO : Epoch 2044 | loss: 0.0311897 | val_loss: 0.0311913 | Time: 2046.52 ms
[2021-09-24 08:54:47 main:581] : INFO : Epoch 2045 | loss: 0.0311896 | val_loss: 0.0311982 | Time: 2054.58 ms
[2021-09-24 08:54:49 main:581] : INFO : Epoch 2046 | loss: 0.031192 | val_loss: 0.0311925 | Time: 1959.03 ms
[2021-09-24 08:54:51 main:581] : INFO : Epoch 2047 | loss: 0.0311923 | val_loss: 0.0311957 | Time: 2064.63 ms
[2021-09-24 08:54:53 main:581] : INFO : Epoch 2048 | loss: 0.0311863 | val_loss: 0.0311912 | Time: 2026.9 ms
[2021-09-24 08:54:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311912
[2021-09-24 08:54:53 main:610] : INFO : Saving end state to config to file
[2021-09-24 08:54:53 main:615] : INFO : Success, exiting..
08:54:53 (3275236): 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)